warning: commands will be executed using /bin/sh
job 1436 at Sat Nov 23 14:06:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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 1705460 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1705460 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 89611 members 
Mstep: Class 3 contains 89860 members 
Mstep: Class 4 contains 89447 members 
Mstep: Class 5 contains 89689 members 
Mstep: Class 6 contains 90025 members 
Mstep: Class 7 contains 89497 members 
Mstep: Class 8 contains 89674 members 
Mstep: Class 9 contains 89389 members 
Mstep: Class 10 contains 89632 members 
Mstep: Class 11 contains 90254 members 
Mstep: Class 12 contains 89177 members 
Mstep: Class 13 contains 89457 members 
Mstep: Class 14 contains 89802 members 
Mstep: Class 15 contains 89759 members 
Mstep: Class 16 contains 89967 members 
Mstep: Class 17 contains 89956 members 
Mstep: Class 18 contains 89699 members 
Mstep: Class 19 contains 89731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1630.689331 but Gain 3558.640625
Score: -139204272.000000 Penalty: 64055.476562
Iteration 0F: 19 clusters Score -1.392043e+08 nChanged 1607487
Entering Unmasked Mstep 
Mstep: Class 0 contains 614 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 88508 members 
Mstep: Class 4 contains 244169 members 
Mstep: Class 5 contains 79645 members 
Mstep: Class 6 contains 74738 members 
Mstep: Class 7 contains 75283 members 
Mstep: Class 8 contains 87566 members 
Mstep: Class 9 contains 82384 members 
Mstep: Class 10 contains 69650 members 
Mstep: Class 11 contains 55001 members 
Mstep: Class 12 contains 57899 members 
Mstep: Class 13 contains 86640 members 
Mstep: Class 14 contains 66524 members 
Mstep: Class 15 contains 80511 members 
Mstep: Class 16 contains 89349 members 
Mstep: Class 17 contains 140836 members 
Mstep: Class 18 contains 133411 members 
Mstep: Class 19 contains 81934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143123616.000000 Penalty: 64055.476562
Iteration 1F: 19 clusters Score -1.431236e+08 nChanged 567303
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 97894 members 
Mstep: Class 4 contains 249922 members 
Mstep: Class 5 contains 87481 members 
Mstep: Class 6 contains 59666 members 
Mstep: Class 7 contains 88697 members 
Mstep: Class 8 contains 115447 members 
Mstep: Class 9 contains 66991 members 
Mstep: Class 10 contains 48535 members 
Mstep: Class 11 contains 47966 members 
Mstep: Class 12 contains 32726 members 
Mstep: Class 13 contains 100541 members 
Mstep: Class 14 contains 67459 members 
Mstep: Class 15 contains 61876 members 
Mstep: Class 16 contains 98478 members 
Mstep: Class 17 contains 128577 members 
Mstep: Class 18 contains 139427 members 
Mstep: Class 19 contains 90958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144040624.000000 Penalty: 64055.476562
Iteration 2F: 19 clusters Score -1.440406e+08 nChanged 435223
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 123699 members 
Mstep: Class 2 contains 95092 members 
Mstep: Class 4 contains 259048 members 
Mstep: Class 5 contains 86910 members 
Mstep: Class 6 contains 43521 members 
Mstep: Class 7 contains 97435 members 
Mstep: Class 8 contains 137485 members 
Mstep: Class 9 contains 58804 members 
Mstep: Class 10 contains 32944 members 
Mstep: Class 11 contains 39888 members 
Mstep: Class 12 contains 16442 members 
Mstep: Class 13 contains 111493 members 
Mstep: Class 14 contains 72619 members 
Mstep: Class 15 contains 52190 members 
Mstep: Class 16 contains 100150 members 
Mstep: Class 17 contains 126404 members 
Mstep: Class 18 contains 148611 members 
Mstep: Class 19 contains 102558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144543680.000000 Penalty: 64055.476562
Iteration 3F: 19 clusters Score -1.445437e+08 nChanged 324872
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 114786 members 
Mstep: Class 2 contains 89519 members 
Mstep: Class 4 contains 292406 members 
Mstep: Class 5 contains 81035 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 100739 members 
Mstep: Class 8 contains 151444 members 
Mstep: Class 9 contains 57479 members 
Mstep: Class 10 contains 27306 members 
Mstep: Class 11 contains 32552 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 123047 members 
Mstep: Class 14 contains 72129 members 
Mstep: Class 15 contains 49935 members 
Mstep: Class 16 contains 91700 members 
Mstep: Class 17 contains 122891 members 
Mstep: Class 18 contains 151360 members 
Mstep: Class 19 contains 107142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144882624.000000 Penalty: 64055.476562
Iteration 4F: 19 clusters Score -1.448826e+08 nChanged 272782
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 87815 members 
Mstep: Class 4 contains 341434 members 
Mstep: Class 5 contains 71134 members 
Mstep: Class 6 contains 25180 members 
Mstep: Class 7 contains 100444 members 
Mstep: Class 8 contains 158823 members 
Mstep: Class 9 contains 59743 members 
Mstep: Class 10 contains 26741 members 
Mstep: Class 11 contains 26185 members 
Mstep: Class 12 contains 5943 members 
Mstep: Class 13 contains 137230 members 
Mstep: Class 14 contains 66727 members 
Mstep: Class 15 contains 49237 members 
Mstep: Class 16 contains 75833 members 
Mstep: Class 17 contains 116550 members 
Mstep: Class 18 contains 148803 members 
Mstep: Class 19 contains 103007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145166592.000000 Penalty: 64055.476562
Iteration 5F: 19 clusters Score -1.451666e+08 nChanged 244649
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 89601 members 
Mstep: Class 4 contains 395600 members 
Mstep: Class 5 contains 58778 members 
Mstep: Class 6 contains 21771 members 
Mstep: Class 7 contains 97793 members 
Mstep: Class 8 contains 160206 members 
Mstep: Class 9 contains 63479 members 
Mstep: Class 10 contains 28084 members 
Mstep: Class 11 contains 21007 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 154162 members 
Mstep: Class 14 contains 59013 members 
Mstep: Class 15 contains 48995 members 
Mstep: Class 16 contains 57162 members 
Mstep: Class 17 contains 109242 members 
Mstep: Class 18 contains 142753 members 
Mstep: Class 19 contains 91359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145398896.000000 Penalty: 64055.476562
Iteration 6F: 19 clusters Score -1.453989e+08 nChanged 218525
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 93291 members 
Mstep: Class 4 contains 449600 members 
Mstep: Class 5 contains 46424 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 94030 members 
Mstep: Class 8 contains 156715 members 
Mstep: Class 9 contains 65447 members 
Mstep: Class 10 contains 30249 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 8501 members 
Mstep: Class 13 contains 172962 members 
Mstep: Class 14 contains 50400 members 
Mstep: Class 15 contains 48729 members 
Mstep: Class 16 contains 39320 members 
Mstep: Class 17 contains 102308 members 
Mstep: Class 18 contains 134941 members 
Mstep: Class 19 contains 75586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145578720.000000 Penalty: 64055.476562
Iteration 7F: 19 clusters Score -1.455787e+08 nChanged 186243
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 97588 members 
Mstep: Class 4 contains 497062 members 
Mstep: Class 5 contains 35216 members 
Mstep: Class 6 contains 20437 members 
Mstep: Class 7 contains 91099 members 
Mstep: Class 8 contains 151145 members 
Mstep: Class 9 contains 65151 members 
Mstep: Class 10 contains 32497 members 
Mstep: Class 11 contains 14633 members 
Mstep: Class 12 contains 9596 members 
Mstep: Class 13 contains 191745 members 
Mstep: Class 14 contains 42535 members 
Mstep: Class 15 contains 48823 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 95890 members 
Mstep: Class 18 contains 126941 members 
Mstep: Class 19 contains 58942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145711408.000000 Penalty: 64055.476562
Iteration 8F: 19 clusters Score -1.457114e+08 nChanged 153616
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 101375 members 
Mstep: Class 4 contains 535323 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 21785 members 
Mstep: Class 7 contains 89596 members 
Mstep: Class 8 contains 144574 members 
Mstep: Class 9 contains 63427 members 
Mstep: Class 10 contains 34520 members 
Mstep: Class 11 contains 12294 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 207179 members 
Mstep: Class 14 contains 36280 members 
Mstep: Class 15 contains 49358 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 90209 members 
Mstep: Class 18 contains 120198 members 
Mstep: Class 19 contains 44118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145809344.000000 Penalty: 64055.476562
Iteration 9F: 19 clusters Score -1.458093e+08 nChanged 124037
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 104316 members 
Mstep: Class 4 contains 564376 members 
Mstep: Class 5 contains 18908 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 89516 members 
Mstep: Class 8 contains 137650 members 
Mstep: Class 9 contains 60597 members 
Mstep: Class 10 contains 36387 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 217660 members 
Mstep: Class 14 contains 31561 members 
Mstep: Class 15 contains 49861 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 85196 members 
Mstep: Class 18 contains 115099 members 
Mstep: Class 19 contains 32204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145880064.000000 Penalty: 64055.476562
Iteration 10F: 19 clusters Score -1.458801e+08 nChanged 99655
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 112972 members 
Mstep: Class 2 contains 106753 members 
Mstep: Class 4 contains 584526 members 
Mstep: Class 5 contains 13582 members 
Mstep: Class 6 contains 27084 members 
Mstep: Class 7 contains 90004 members 
Mstep: Class 8 contains 131799 members 
Mstep: Class 9 contains 56991 members 
Mstep: Class 10 contains 38231 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 223842 members 
Mstep: Class 14 contains 28187 members 
Mstep: Class 15 contains 50190 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 17 contains 80865 members 
Mstep: Class 18 contains 110948 members 
Mstep: Class 19 contains 23739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2531.997559 but Gain 3558.636719
Score: -145929776.000000 Penalty: 60496.839844
Iteration 11F: 18 clusters Score -1.459298e+08 nChanged 83083
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 109153 members 
Mstep: Class 4 contains 597037 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 30493 members 
Mstep: Class 7 contains 91364 members 
Mstep: Class 8 contains 127592 members 
Mstep: Class 9 contains 53032 members 
Mstep: Class 10 contains 40017 members 
Mstep: Class 11 contains 8094 members 
Mstep: Class 12 contains 12838 members 
Mstep: Class 13 contains 226727 members 
Mstep: Class 14 contains 25676 members 
Mstep: Class 15 contains 50449 members 
Mstep: Class 17 contains 77280 members 
Mstep: Class 18 contains 108533 members 
Mstep: Class 19 contains 18454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145970848.000000 Penalty: 60496.839844
Iteration 12Q: 18 clusters Score -1.459708e+08 nChanged 66547
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 110943 members 
Mstep: Class 4 contains 603587 members 
Mstep: Class 5 contains 7178 members 
Mstep: Class 6 contains 33862 members 
Mstep: Class 7 contains 92923 members 
Mstep: Class 8 contains 123059 members 
Mstep: Class 9 contains 49225 members 
Mstep: Class 10 contains 41728 members 
Mstep: Class 11 contains 7227 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 226924 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 50726 members 
Mstep: Class 17 contains 74152 members 
Mstep: Class 18 contains 106217 members 
Mstep: Class 19 contains 15396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145995200.000000 Penalty: 60496.839844
Iteration 13Q: 18 clusters Score -1.459952e+08 nChanged 57058
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 132766 members 
Mstep: Class 2 contains 112486 members 
Mstep: Class 4 contains 606254 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 37140 members 
Mstep: Class 7 contains 95013 members 
Mstep: Class 8 contains 119025 members 
Mstep: Class 9 contains 45721 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 13630 members 
Mstep: Class 13 contains 225456 members 
Mstep: Class 14 contains 21785 members 
Mstep: Class 15 contains 50992 members 
Mstep: Class 17 contains 71575 members 
Mstep: Class 18 contains 104635 members 
Mstep: Class 19 contains 13538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146016384.000000 Penalty: 60496.839844
Iteration 14Q: 18 clusters Score -1.460164e+08 nChanged 50804
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 141056 members 
Mstep: Class 2 contains 113881 members 
Mstep: Class 4 contains 606261 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 40237 members 
Mstep: Class 7 contains 97385 members 
Mstep: Class 8 contains 115367 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 44765 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 13980 members 
Mstep: Class 13 contains 222390 members 
Mstep: Class 14 contains 20279 members 
Mstep: Class 15 contains 51167 members 
Mstep: Class 17 contains 69352 members 
Mstep: Class 18 contains 103572 members 
Mstep: Class 19 contains 12356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146034240.000000 Penalty: 60496.839844
Iteration 15Q: 18 clusters Score -1.460342e+08 nChanged 46534
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 115098 members 
Mstep: Class 4 contains 604436 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 6 contains 43138 members 
Mstep: Class 7 contains 100003 members 
Mstep: Class 8 contains 112123 members 
Mstep: Class 9 contains 39663 members 
Mstep: Class 10 contains 46134 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 14281 members 
Mstep: Class 13 contains 218079 members 
Mstep: Class 14 contains 18881 members 
Mstep: Class 15 contains 51376 members 
Mstep: Class 17 contains 67536 members 
Mstep: Class 18 contains 102821 members 
Mstep: Class 19 contains 11619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3443.897705 but Gain 3558.636719
Score: -146052240.000000 Penalty: 56938.203125
Iteration 16Q: 17 clusters Score -1.460522e+08 nChanged 46034
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 159440 members 
Mstep: Class 2 contains 116453 members 
Mstep: Class 4 contains 602588 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 103088 members 
Mstep: Class 8 contains 109699 members 
Mstep: Class 9 contains 37075 members 
Mstep: Class 10 contains 47326 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 14588 members 
Mstep: Class 13 contains 213458 members 
Mstep: Class 14 contains 17702 members 
Mstep: Class 15 contains 51538 members 
Mstep: Class 17 contains 66006 members 
Mstep: Class 18 contains 102168 members 
Mstep: Class 19 contains 11241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146073248.000000 Penalty: 56938.203125
Iteration 17Q: 17 clusters Score -1.460732e+08 nChanged 40219
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 117509 members 
Mstep: Class 4 contains 598479 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 7 contains 106208 members 
Mstep: Class 8 contains 107030 members 
Mstep: Class 9 contains 34782 members 
Mstep: Class 10 contains 48447 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 14883 members 
Mstep: Class 13 contains 207687 members 
Mstep: Class 14 contains 16618 members 
Mstep: Class 15 contains 51623 members 
Mstep: Class 17 contains 64693 members 
Mstep: Class 18 contains 101560 members 
Mstep: Class 19 contains 11165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146089168.000000 Penalty: 56938.203125
Iteration 18Q: 17 clusters Score -1.460892e+08 nChanged 38160
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 118518 members 
Mstep: Class 4 contains 594108 members 
Mstep: Class 6 contains 50653 members 
Mstep: Class 7 contains 109501 members 
Mstep: Class 8 contains 104406 members 
Mstep: Class 9 contains 32690 members 
Mstep: Class 10 contains 49338 members 
Mstep: Class 11 contains 7820 members 
Mstep: Class 12 contains 15172 members 
Mstep: Class 13 contains 201760 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 15 contains 51685 members 
Mstep: Class 17 contains 63585 members 
Mstep: Class 18 contains 100838 members 
Mstep: Class 19 contains 11245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146105824.000000 Penalty: 56938.203125
Iteration 19Q: 17 clusters Score -1.461058e+08 nChanged 35774
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 187310 members 
Mstep: Class 2 contains 119443 members 
Mstep: Class 4 contains 589591 members 
Mstep: Class 6 contains 52688 members 
Mstep: Class 7 contains 113110 members 
Mstep: Class 8 contains 101829 members 
Mstep: Class 9 contains 30791 members 
Mstep: Class 10 contains 50118 members 
Mstep: Class 11 contains 8279 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 195934 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 51690 members 
Mstep: Class 17 contains 62673 members 
Mstep: Class 18 contains 100000 members 
Mstep: Class 19 contains 11471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146122704.000000 Penalty: 56938.203125
Iteration 20F: 17 clusters Score -1.461227e+08 nChanged 34278
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 120336 members 
Mstep: Class 4 contains 584328 members 
Mstep: Class 6 contains 54604 members 
Mstep: Class 7 contains 116792 members 
Mstep: Class 8 contains 99221 members 
Mstep: Class 9 contains 29093 members 
Mstep: Class 10 contains 50705 members 
Mstep: Class 11 contains 9820 members 
Mstep: Class 12 contains 15795 members 
Mstep: Class 13 contains 190648 members 
Mstep: Class 14 contains 14253 members 
Mstep: Class 15 contains 51484 members 
Mstep: Class 17 contains 61764 members 
Mstep: Class 18 contains 99026 members 
Mstep: Class 19 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146136784.000000 Penalty: 56938.203125
Iteration 21Q: 17 clusters Score -1.461368e+08 nChanged 31965
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 203210 members 
Mstep: Class 2 contains 121242 members 
Mstep: Class 4 contains 579815 members 
Mstep: Class 6 contains 56292 members 
Mstep: Class 7 contains 120544 members 
Mstep: Class 8 contains 96561 members 
Mstep: Class 9 contains 27398 members 
Mstep: Class 10 contains 51160 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 16082 members 
Mstep: Class 13 contains 185797 members 
Mstep: Class 14 contains 13791 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 17 contains 60925 members 
Mstep: Class 18 contains 97950 members 
Mstep: Class 19 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146147648.000000 Penalty: 56938.203125
Iteration 22Q: 17 clusters Score -1.461476e+08 nChanged 29367
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 209934 members 
Mstep: Class 2 contains 122072 members 
Mstep: Class 4 contains 575899 members 
Mstep: Class 6 contains 57825 members 
Mstep: Class 7 contains 124159 members 
Mstep: Class 8 contains 93807 members 
Mstep: Class 9 contains 25693 members 
Mstep: Class 10 contains 51434 members 
Mstep: Class 11 contains 12798 members 
Mstep: Class 12 contains 16347 members 
Mstep: Class 13 contains 181518 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 50945 members 
Mstep: Class 17 contains 60078 members 
Mstep: Class 18 contains 96873 members 
Mstep: Class 19 contains 12572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146157408.000000 Penalty: 56938.203125
Iteration 23Q: 17 clusters Score -1.461574e+08 nChanged 26897
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 215806 members 
Mstep: Class 2 contains 122932 members 
Mstep: Class 4 contains 572564 members 
Mstep: Class 6 contains 59165 members 
Mstep: Class 7 contains 127701 members 
Mstep: Class 8 contains 90850 members 
Mstep: Class 9 contains 24083 members 
Mstep: Class 10 contains 51575 members 
Mstep: Class 11 contains 14404 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 177858 members 
Mstep: Class 14 contains 13160 members 
Mstep: Class 15 contains 50678 members 
Mstep: Class 17 contains 59285 members 
Mstep: Class 18 contains 95675 members 
Mstep: Class 19 contains 13028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146165424.000000 Penalty: 56938.203125
Iteration 24Q: 17 clusters Score -1.461654e+08 nChanged 24505
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 220858 members 
Mstep: Class 2 contains 123690 members 
Mstep: Class 4 contains 570079 members 
Mstep: Class 6 contains 60361 members 
Mstep: Class 7 contains 131212 members 
Mstep: Class 8 contains 87611 members 
Mstep: Class 9 contains 22560 members 
Mstep: Class 10 contains 51628 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 16862 members 
Mstep: Class 13 contains 174606 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 50426 members 
Mstep: Class 17 contains 58502 members 
Mstep: Class 18 contains 94521 members 
Mstep: Class 19 contains 13556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146172544.000000 Penalty: 56938.203125
Iteration 25Q: 17 clusters Score -1.461725e+08 nChanged 22691
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 225178 members 
Mstep: Class 2 contains 124446 members 
Mstep: Class 4 contains 568126 members 
Mstep: Class 6 contains 61465 members 
Mstep: Class 7 contains 134839 members 
Mstep: Class 8 contains 84017 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 51667 members 
Mstep: Class 11 contains 17199 members 
Mstep: Class 12 contains 17097 members 
Mstep: Class 13 contains 171762 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 50199 members 
Mstep: Class 17 contains 57728 members 
Mstep: Class 18 contains 93228 members 
Mstep: Class 19 contains 14162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146179296.000000 Penalty: 56938.203125
Iteration 26Q: 17 clusters Score -1.461793e+08 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 228756 members 
Mstep: Class 2 contains 125166 members 
Mstep: Class 4 contains 566690 members 
Mstep: Class 6 contains 62463 members 
Mstep: Class 7 contains 138591 members 
Mstep: Class 8 contains 80250 members 
Mstep: Class 9 contains 19728 members 
Mstep: Class 10 contains 51687 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 17309 members 
Mstep: Class 13 contains 169240 members 
Mstep: Class 14 contains 13226 members 
Mstep: Class 15 contains 50000 members 
Mstep: Class 17 contains 56903 members 
Mstep: Class 18 contains 92016 members 
Mstep: Class 19 contains 14836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146184560.000000 Penalty: 56938.203125
Iteration 27Q: 17 clusters Score -1.461846e+08 nChanged 20362
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 231885 members 
Mstep: Class 2 contains 125946 members 
Mstep: Class 4 contains 565431 members 
Mstep: Class 6 contains 63391 members 
Mstep: Class 7 contains 142597 members 
Mstep: Class 8 contains 76120 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 51679 members 
Mstep: Class 11 contains 19623 members 
Mstep: Class 12 contains 17506 members 
Mstep: Class 13 contains 167008 members 
Mstep: Class 14 contains 13426 members 
Mstep: Class 15 contains 49901 members 
Mstep: Class 17 contains 56095 members 
Mstep: Class 18 contains 90777 members 
Mstep: Class 19 contains 15529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146190560.000000 Penalty: 56938.203125
Iteration 28Q: 17 clusters Score -1.461906e+08 nChanged 19624
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 234518 members 
Mstep: Class 2 contains 126828 members 
Mstep: Class 4 contains 564547 members 
Mstep: Class 6 contains 64227 members 
Mstep: Class 7 contains 146657 members 
Mstep: Class 8 contains 71868 members 
Mstep: Class 9 contains 17115 members 
Mstep: Class 10 contains 51659 members 
Mstep: Class 11 contains 20634 members 
Mstep: Class 12 contains 17702 members 
Mstep: Class 13 contains 164854 members 
Mstep: Class 14 contains 13613 members 
Mstep: Class 15 contains 49774 members 
Mstep: Class 17 contains 55313 members 
Mstep: Class 18 contains 89725 members 
Mstep: Class 19 contains 16292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146196384.000000 Penalty: 56938.203125
Iteration 29Q: 17 clusters Score -1.461964e+08 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 236783 members 
Mstep: Class 2 contains 127771 members 
Mstep: Class 4 contains 563813 members 
Mstep: Class 6 contains 65014 members 
Mstep: Class 7 contains 150592 members 
Mstep: Class 8 contains 67576 members 
Mstep: Class 9 contains 15894 members 
Mstep: Class 10 contains 51617 members 
Mstep: Class 11 contains 21541 members 
Mstep: Class 12 contains 17896 members 
Mstep: Class 13 contains 162869 members 
Mstep: Class 14 contains 13807 members 
Mstep: Class 15 contains 49674 members 
Mstep: Class 17 contains 54592 members 
Mstep: Class 18 contains 88741 members 
Mstep: Class 19 contains 17142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146202608.000000 Penalty: 56938.203125
Iteration 30Q: 17 clusters Score -1.462026e+08 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 238806 members 
Mstep: Class 2 contains 128771 members 
Mstep: Class 4 contains 563089 members 
Mstep: Class 6 contains 65836 members 
Mstep: Class 7 contains 154385 members 
Mstep: Class 8 contains 63368 members 
Mstep: Class 9 contains 14856 members 
Mstep: Class 10 contains 51535 members 
Mstep: Class 11 contains 22388 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 160976 members 
Mstep: Class 14 contains 13984 members 
Mstep: Class 15 contains 49567 members 
Mstep: Class 17 contains 53897 members 
Mstep: Class 18 contains 87843 members 
Mstep: Class 19 contains 17953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146210240.000000 Penalty: 56938.203125
Iteration 31Q: 17 clusters Score -1.462102e+08 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 240471 members 
Mstep: Class 2 contains 129891 members 
Mstep: Class 4 contains 562475 members 
Mstep: Class 6 contains 66607 members 
Mstep: Class 7 contains 157572 members 
Mstep: Class 8 contains 59662 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 51457 members 
Mstep: Class 11 contains 23122 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 159238 members 
Mstep: Class 14 contains 14154 members 
Mstep: Class 15 contains 49450 members 
Mstep: Class 17 contains 53237 members 
Mstep: Class 18 contains 87065 members 
Mstep: Class 19 contains 18826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146214784.000000 Penalty: 56938.203125
Iteration 32Q: 17 clusters Score -1.462148e+08 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 241835 members 
Mstep: Class 2 contains 131185 members 
Mstep: Class 4 contains 562167 members 
Mstep: Class 6 contains 67258 members 
Mstep: Class 7 contains 159648 members 
Mstep: Class 8 contains 56751 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 51366 members 
Mstep: Class 11 contains 23793 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 157555 members 
Mstep: Class 14 contains 14335 members 
Mstep: Class 15 contains 49378 members 
Mstep: Class 17 contains 52636 members 
Mstep: Class 18 contains 86382 members 
Mstep: Class 19 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146221504.000000 Penalty: 56938.203125
Iteration 33Q: 17 clusters Score -1.462215e+08 nChanged 17250
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 242965 members 
Mstep: Class 2 contains 132842 members 
Mstep: Class 4 contains 562149 members 
Mstep: Class 6 contains 67813 members 
Mstep: Class 7 contains 160429 members 
Mstep: Class 8 contains 54576 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 51318 members 
Mstep: Class 11 contains 24347 members 
Mstep: Class 12 contains 18487 members 
Mstep: Class 13 contains 155786 members 
Mstep: Class 14 contains 14480 members 
Mstep: Class 15 contains 49321 members 
Mstep: Class 17 contains 52152 members 
Mstep: Class 18 contains 85791 members 
Mstep: Class 19 contains 20772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146227264.000000 Penalty: 56938.203125
Iteration 34Q: 17 clusters Score -1.462273e+08 nChanged 17396
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 243888 members 
Mstep: Class 2 contains 135112 members 
Mstep: Class 4 contains 562722 members 
Mstep: Class 6 contains 68332 members 
Mstep: Class 7 contains 159679 members 
Mstep: Class 8 contains 53027 members 
Mstep: Class 9 contains 11300 members 
Mstep: Class 10 contains 51275 members 
Mstep: Class 11 contains 24801 members 
Mstep: Class 12 contains 18594 members 
Mstep: Class 13 contains 153902 members 
Mstep: Class 14 contains 14620 members 
Mstep: Class 15 contains 49291 members 
Mstep: Class 17 contains 51719 members 
Mstep: Class 18 contains 85272 members 
Mstep: Class 19 contains 21790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146234960.000000 Penalty: 56938.203125
Iteration 35Q: 17 clusters Score -1.46235e+08 nChanged 18340
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 244600 members 
Mstep: Class 2 contains 138332 members 
Mstep: Class 4 contains 563622 members 
Mstep: Class 6 contains 68834 members 
Mstep: Class 7 contains 157317 members 
Mstep: Class 8 contains 52029 members 
Mstep: Class 9 contains 10581 members 
Mstep: Class 10 contains 51274 members 
Mstep: Class 11 contains 25104 members 
Mstep: Class 12 contains 18699 members 
Mstep: Class 13 contains 151976 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 49233 members 
Mstep: Class 17 contains 51355 members 
Mstep: Class 18 contains 84770 members 
Mstep: Class 19 contains 22870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146244384.000000 Penalty: 56938.203125
Iteration 36Q: 17 clusters Score -1.462444e+08 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 245073 members 
Mstep: Class 2 contains 142263 members 
Mstep: Class 4 contains 564707 members 
Mstep: Class 6 contains 69226 members 
Mstep: Class 7 contains 153991 members 
Mstep: Class 8 contains 51463 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 10 contains 51243 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 18799 members 
Mstep: Class 13 contains 149967 members 
Mstep: Class 14 contains 14818 members 
Mstep: Class 15 contains 49161 members 
Mstep: Class 17 contains 51155 members 
Mstep: Class 18 contains 84257 members 
Mstep: Class 19 contains 23947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146255584.000000 Penalty: 56938.203125
Iteration 37Q: 17 clusters Score -1.462556e+08 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 245212 members 
Mstep: Class 2 contains 145782 members 
Mstep: Class 4 contains 565870 members 
Mstep: Class 6 contains 69546 members 
Mstep: Class 7 contains 151208 members 
Mstep: Class 8 contains 51007 members 
Mstep: Class 9 contains 9444 members 
Mstep: Class 10 contains 51241 members 
Mstep: Class 11 contains 25355 members 
Mstep: Class 12 contains 18908 members 
Mstep: Class 13 contains 147949 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 49141 members 
Mstep: Class 17 contains 51057 members 
Mstep: Class 18 contains 83742 members 
Mstep: Class 19 contains 25013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146263968.000000 Penalty: 56938.203125
Iteration 38Q: 17 clusters Score -1.46264e+08 nChanged 16881
Entering ConstructFrom: 
Score: -146263968.000000 Penalty: 56938.203125
Entering ConstructFrom: 
Trying to split cluster 1 (245148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245148 members 
Entering Unmasked Estep 
Score: -21680532.000000 Penalty: 3077.585205
	Iteration 0F: 2 clusters Score -2.168053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122257 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -21516574.000000 Penalty: 6155.170410
	Iteration 0F: 3 clusters Score -2.151657e+07 nChanged 118266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -21585800.000000 Penalty: 6155.170410
	Iteration 1F: 3 clusters Score -2.15858e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -21588110.000000 Penalty: 6155.170410
	Iteration 2Q: 3 clusters Score -2.158811e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -21592058.000000 Penalty: 6155.170410
	Iteration 3Q: 3 clusters Score -2.159206e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 153995 members 
Entering Unmasked Estep 
Score: -21600554.000000 Penalty: 6155.170410
	Iteration 4F: 3 clusters Score -2.160055e+07 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -21617034.000000 Penalty: 6155.170410
	Iteration 5F: 3 clusters Score -2.161703e+07 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 188961 members 
Entering Unmasked Estep 
Score: -21639466.000000 Penalty: 6155.170410
	Iteration 6F: 3 clusters Score -2.163947e+07 nChanged 20515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 205158 members 
Entering Unmasked Estep 
Score: -21658634.000000 Penalty: 6155.170410
	Iteration 7F: 3 clusters Score -2.165863e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 215431 members 
Entering Unmasked Estep 
Score: -21669980.000000 Penalty: 6155.170410
	Iteration 8F: 3 clusters Score -2.166998e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 220875 members 
Entering Unmasked Estep 
Score: -21676760.000000 Penalty: 6155.170410
	Iteration 9Q: 3 clusters Score -2.167676e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 223429 members 
Entering Unmasked Estep 
Score: -21680374.000000 Penalty: 6155.170410
	Iteration 10Q: 3 clusters Score -2.168037e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 224808 members 
Entering Unmasked Estep 
Score: -21682180.000000 Penalty: 6155.170410
	Iteration 11Q: 3 clusters Score -2.168218e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 225873 members 
Entering Unmasked Estep 
Score: -21683076.000000 Penalty: 6155.170410
	Iteration 12Q: 3 clusters Score -2.168308e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 226815 members 
Entering Unmasked Estep 
Score: -21683666.000000 Penalty: 6155.170410
	Iteration 13Q: 3 clusters Score -2.168367e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 227629 members 
Entering Unmasked Estep 
Score: -21684044.000000 Penalty: 6155.170410
	Iteration 14Q: 3 clusters Score -2.168404e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 228340 members 
Entering Unmasked Estep 
Score: -21684384.000000 Penalty: 6155.170410
	Iteration 15Q: 3 clusters Score -2.168438e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 228938 members 
Entering Unmasked Estep 
Score: -21684754.000000 Penalty: 6155.170410
	Iteration 16Q: 3 clusters Score -2.168475e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 229467 members 
Entering Unmasked Estep 
Score: -21685090.000000 Penalty: 6155.170410
	Iteration 17Q: 3 clusters Score -2.168509e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 229910 members 
Entering Unmasked Estep 
Score: -21685412.000000 Penalty: 6155.170410
	Iteration 18Q: 3 clusters Score -2.168541e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 230288 members 
Entering Unmasked Estep 
Score: -21685620.000000 Penalty: 6155.170410
	Iteration 19Q: 3 clusters Score -2.168562e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 230610 members 
Entering Unmasked Estep 
Score: -21685806.000000 Penalty: 6155.170410
	Iteration 20F: 3 clusters Score -2.168581e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 230857 members 
Entering Unmasked Estep 
Score: -21685884.000000 Penalty: 6155.170410
	Iteration 21Q: 3 clusters Score -2.168588e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 231059 members 
Entering Unmasked Estep 
Score: -21685958.000000 Penalty: 6155.170410
	Iteration 22Q: 3 clusters Score -2.168596e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 231224 members 
Entering Unmasked Estep 
Score: -21685986.000000 Penalty: 6155.170410
	Iteration 23Q: 3 clusters Score -2.168599e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 231349 members 
Entering Unmasked Estep 
Score: -21686036.000000 Penalty: 6155.170410
	Iteration 24Q: 3 clusters Score -2.168604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 231442 members 
Entering Unmasked Estep 
Score: -21686066.000000 Penalty: 6155.170410
	Iteration 25Q: 3 clusters Score -2.168607e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 231531 members 
Entering Unmasked Estep 
Score: -21686082.000000 Penalty: 6155.170410
	Iteration 26Q: 3 clusters Score -2.168608e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 231603 members 
Entering Unmasked Estep 
Score: -21686102.000000 Penalty: 6155.170410
	Iteration 27Q: 3 clusters Score -2.16861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 231655 members 
Entering Unmasked Estep 
Score: -21686136.000000 Penalty: 6155.170410
	Iteration 28Q: 3 clusters Score -2.168614e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 231701 members 
Entering Unmasked Estep 
Score: -21686144.000000 Penalty: 6155.170410
	Iteration 29Q: 3 clusters Score -2.168614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 231743 members 
Entering Unmasked Estep 
Score: -21686136.000000 Penalty: 6155.170410
	Iteration 30Q: 3 clusters Score -2.168614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 231771 members 
Entering Unmasked Estep 
Score: -21686142.000000 Penalty: 6155.170410
	Iteration 31Q: 3 clusters Score -2.168614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 231795 members 
Entering Unmasked Estep 
Score: -21686160.000000 Penalty: 6155.170410
	Iteration 32Q: 3 clusters Score -2.168616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 231809 members 
Entering Unmasked Estep 
Score: -21686170.000000 Penalty: 6155.170410
	Iteration 33Q: 3 clusters Score -2.168617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 231819 members 
Entering Unmasked Estep 
Score: -21686164.000000 Penalty: 6155.170410
	Iteration 34Q: 3 clusters Score -2.168616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 231831 members 
Entering Unmasked Estep 
Score: -21686170.000000 Penalty: 6155.170410
	Iteration 35Q: 3 clusters Score -2.168617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 231845 members 
Entering Unmasked Estep 
Score: -21686174.000000 Penalty: 6155.170410
	Iteration 36Q: 3 clusters Score -2.168617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 231854 members 
Entering Unmasked Estep 
Score: -21686164.000000 Penalty: 6155.170410
	Iteration 37Q: 3 clusters Score -2.168616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 231860 members 
Entering Unmasked Estep 
Score: -21686176.000000 Penalty: 6155.170410
	Iteration 38Q: 3 clusters Score -2.168618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 231862 members 
Entering Unmasked Estep 
Score: -21686178.000000 Penalty: 6155.170410
	Iteration 39Q: 3 clusters Score -2.168618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 231865 members 
Entering Unmasked Estep 
Score: -21686192.000000 Penalty: 6155.170410
	Iteration 40F: 3 clusters Score -2.168619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 231866 members 
Entering Unmasked Estep 
Score: -21686184.000000 Penalty: 6155.170410
	Iteration 41Q: 3 clusters Score -2.168618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 231866 members 
Entering Unmasked Estep 
Score: -21686184.000000 Penalty: 6155.170410
	Iteration 42F: 3 clusters Score -2.168618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 148418 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 566763 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 51249 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 19001 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 49105 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Entering Unmasked Estep 
Score: -146270992.000000 Penalty: 60496.839844
Splitting cluster 1 changes total score from -146263968.000000 to -146270992.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (148418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Entering Unmasked Estep 
Score: -13176512.000000 Penalty: 2953.131592
	Iteration 0F: 2 clusters Score -1.317651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -13076918.000000 Penalty: 5906.263184
	Iteration 0F: 3 clusters Score -1.307692e+07 nChanged 71258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -13119363.000000 Penalty: 5906.263184
	Iteration 1F: 3 clusters Score -1.311936e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -13121386.000000 Penalty: 5906.263184
	Iteration 2Q: 3 clusters Score -1.312139e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -13123966.000000 Penalty: 5906.263184
	Iteration 3Q: 3 clusters Score -1.312397e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -13127738.000000 Penalty: 5906.263184
	Iteration 4F: 3 clusters Score -1.312774e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -13132623.000000 Penalty: 5906.263184
	Iteration 5F: 3 clusters Score -1.313262e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -13138892.000000 Penalty: 5906.263184
	Iteration 6F: 3 clusters Score -1.313889e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -13146259.000000 Penalty: 5906.263184
	Iteration 7F: 3 clusters Score -1.314626e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
Score: -13153563.000000 Penalty: 5906.263184
	Iteration 8F: 3 clusters Score -1.315356e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -13159781.000000 Penalty: 5906.263184
	Iteration 9F: 3 clusters Score -1.315978e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -13163871.000000 Penalty: 5906.263184
	Iteration 10Q: 3 clusters Score -1.316387e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -13166618.000000 Penalty: 5906.263184
	Iteration 11Q: 3 clusters Score -1.316662e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -13168572.000000 Penalty: 5906.263184
	Iteration 12Q: 3 clusters Score -1.316857e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -13170199.000000 Penalty: 5906.263184
	Iteration 13Q: 3 clusters Score -1.31702e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 117690 members 
Entering Unmasked Estep 
Score: -13171817.000000 Penalty: 5906.263184
	Iteration 14Q: 3 clusters Score -1.317182e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 119919 members 
Entering Unmasked Estep 
Score: -13173574.000000 Penalty: 5906.263184
	Iteration 15Q: 3 clusters Score -1.317357e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 121849 members 
Entering Unmasked Estep 
Score: -13175029.000000 Penalty: 5906.263184
	Iteration 16Q: 3 clusters Score -1.317503e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -13176158.000000 Penalty: 5906.263184
	Iteration 17Q: 3 clusters Score -1.317616e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -13176796.000000 Penalty: 5906.263184
	Iteration 18Q: 3 clusters Score -1.31768e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -13177300.000000 Penalty: 5906.263184
	Iteration 19Q: 3 clusters Score -1.31773e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 126540 members 
Entering Unmasked Estep 
Score: -13177549.000000 Penalty: 5906.263184
	Iteration 20F: 3 clusters Score -1.317755e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -13177722.000000 Penalty: 5906.263184
	Iteration 21Q: 3 clusters Score -1.317772e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 127910 members 
Entering Unmasked Estep 
Score: -13177891.000000 Penalty: 5906.263184
	Iteration 22Q: 3 clusters Score -1.317789e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 128455 members 
Entering Unmasked Estep 
Score: -13177955.000000 Penalty: 5906.263184
	Iteration 23Q: 3 clusters Score -1.317796e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -13178035.000000 Penalty: 5906.263184
	Iteration 24Q: 3 clusters Score -1.317804e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -13178054.000000 Penalty: 5906.263184
	Iteration 25Q: 3 clusters Score -1.317805e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -13178062.000000 Penalty: 5906.263184
	Iteration 26Q: 3 clusters Score -1.317806e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -13178085.000000 Penalty: 5906.263184
	Iteration 27Q: 3 clusters Score -1.317808e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 130268 members 
Entering Unmasked Estep 
Score: -13178111.000000 Penalty: 5906.263184
	Iteration 28Q: 3 clusters Score -1.317811e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 130485 members 
Entering Unmasked Estep 
Score: -13178124.000000 Penalty: 5906.263184
	Iteration 29Q: 3 clusters Score -1.317812e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 130702 members 
Entering Unmasked Estep 
Score: -13178165.000000 Penalty: 5906.263184
	Iteration 30Q: 3 clusters Score -1.317816e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -13178181.000000 Penalty: 5906.263184
	Iteration 31Q: 3 clusters Score -1.317818e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 131070 members 
Entering Unmasked Estep 
Score: -13178189.000000 Penalty: 5906.263184
	Iteration 32Q: 3 clusters Score -1.317819e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -13178238.000000 Penalty: 5906.263184
	Iteration 33Q: 3 clusters Score -1.317824e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -13178230.000000 Penalty: 5906.263184
	Iteration 34Q: 3 clusters Score -1.317823e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -13178227.000000 Penalty: 5906.263184
	Iteration 35Q: 3 clusters Score -1.317823e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -13178212.000000 Penalty: 5906.263184
	Iteration 36Q: 3 clusters Score -1.317821e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -13178235.000000 Penalty: 5906.263184
	Iteration 37Q: 3 clusters Score -1.317824e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -13178263.000000 Penalty: 5906.263184
	Iteration 38Q: 3 clusters Score -1.317826e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -13178276.000000 Penalty: 5906.263184
	Iteration 39Q: 3 clusters Score -1.317828e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 131831 members 
Entering Unmasked Estep 
Score: -13178274.000000 Penalty: 5906.263184
	Iteration 40F: 3 clusters Score -1.317827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -13178283.000000 Penalty: 5906.263184
	Iteration 41Q: 3 clusters Score -1.317828e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -13178279.000000 Penalty: 5906.263184
	Iteration 42Q: 3 clusters Score -1.317828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 131994 members 
Entering Unmasked Estep 
Score: -13178289.000000 Penalty: 5906.263184
	Iteration 43Q: 3 clusters Score -1.317829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -13178296.000000 Penalty: 5906.263184
	Iteration 44Q: 3 clusters Score -1.31783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 132079 members 
Entering Unmasked Estep 
Score: -13178272.000000 Penalty: 5906.263184
	Iteration 45Q: 3 clusters Score -1.317827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 132110 members 
Entering Unmasked Estep 
Score: -13178279.000000 Penalty: 5906.263184
	Iteration 46Q: 3 clusters Score -1.317828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -13178268.000000 Penalty: 5906.263184
	Iteration 47Q: 3 clusters Score -1.317827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 132159 members 
Entering Unmasked Estep 
Score: -13178294.000000 Penalty: 5906.263184
	Iteration 48Q: 3 clusters Score -1.317829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -13178296.000000 Penalty: 5906.263184
	Iteration 49Q: 3 clusters Score -1.31783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -13178287.000000 Penalty: 5906.263184
	Iteration 50Q: 3 clusters Score -1.317829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 132233 members 
Entering Unmasked Estep 
Score: -13178303.000000 Penalty: 5906.263184
	Iteration 51Q: 3 clusters Score -1.31783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -13178309.000000 Penalty: 5906.263184
	Iteration 52Q: 3 clusters Score -1.317831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 132277 members 
Entering Unmasked Estep 
Score: -13178303.000000 Penalty: 5906.263184
	Iteration 53Q: 3 clusters Score -1.31783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -13178307.000000 Penalty: 5906.263184
	Iteration 54Q: 3 clusters Score -1.317831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 132330 members 
Entering Unmasked Estep 
Score: -13178309.000000 Penalty: 5906.263184
	Iteration 55Q: 3 clusters Score -1.317831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 132351 members 
Entering Unmasked Estep 
Score: -13178287.000000 Penalty: 5906.263184
	Iteration 56Q: 3 clusters Score -1.317829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 132372 members 
Entering Unmasked Estep 
Score: -13178298.000000 Penalty: 5906.263184
	Iteration 57Q: 3 clusters Score -1.31783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 132390 members 
Entering Unmasked Estep 
Score: -13178308.000000 Penalty: 5906.263184
	Iteration 58Q: 3 clusters Score -1.317831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 132410 members 
Entering Unmasked Estep 
Score: -13178314.000000 Penalty: 5906.263184
	Iteration 59Q: 3 clusters Score -1.317831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -13178300.000000 Penalty: 5906.263184
	Iteration 60F: 3 clusters Score -1.31783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -13178301.000000 Penalty: 5906.263184
	Iteration 61Q: 3 clusters Score -1.31783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 132465 members 
Entering Unmasked Estep 
Score: -13178304.000000 Penalty: 5906.263184
	Iteration 62Q: 3 clusters Score -1.31783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 132472 members 
Entering Unmasked Estep 
Score: -13178307.000000 Penalty: 5906.263184
	Iteration 63Q: 3 clusters Score -1.317831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 132487 members 
Entering Unmasked Estep 
Score: -13178305.000000 Penalty: 5906.263184
	Iteration 64Q: 3 clusters Score -1.31783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -13178297.000000 Penalty: 5906.263184
	Iteration 65Q: 3 clusters Score -1.31783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -13178308.000000 Penalty: 5906.263184
	Iteration 66Q: 3 clusters Score -1.317831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -13178305.000000 Penalty: 5906.263184
	Iteration 67Q: 3 clusters Score -1.31783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -13178309.000000 Penalty: 5906.263184
	Iteration 68Q: 3 clusters Score -1.317831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 132546 members 
Entering Unmasked Estep 
Score: -13178314.000000 Penalty: 5906.263184
	Iteration 69Q: 3 clusters Score -1.317831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 132560 members 
Entering Unmasked Estep 
Score: -13178303.000000 Penalty: 5906.263184
	Iteration 70Q: 3 clusters Score -1.31783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -13178293.000000 Penalty: 5906.263184
	Iteration 71Q: 3 clusters Score -1.317829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
Score: -13178290.000000 Penalty: 5906.263184
	Iteration 72Q: 3 clusters Score -1.317829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 132593 members 
Entering Unmasked Estep 
Score: -13178287.000000 Penalty: 5906.263184
	Iteration 73Q: 3 clusters Score -1.317829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 132606 members 
Entering Unmasked Estep 
Score: -13178292.000000 Penalty: 5906.263184
	Iteration 74Q: 3 clusters Score -1.317829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -13178289.000000 Penalty: 5906.263184
	Iteration 75Q: 3 clusters Score -1.317829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -13178280.000000 Penalty: 5906.263184
	Iteration 76Q: 3 clusters Score -1.317828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -13178279.000000 Penalty: 5906.263184
	Iteration 77Q: 3 clusters Score -1.317828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -13178267.000000 Penalty: 5906.263184
	Iteration 78Q: 3 clusters Score -1.317827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 132658 members 
Entering Unmasked Estep 
Score: -13178276.000000 Penalty: 5906.263184
	Iteration 79Q: 3 clusters Score -1.317828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 132664 members 
Entering Unmasked Estep 
Score: -13178272.000000 Penalty: 5906.263184
	Iteration 80F: 3 clusters Score -1.317827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -13178272.000000 Penalty: 5906.263184
	Iteration 81Q: 3 clusters Score -1.317827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 132681 members 
Entering Unmasked Estep 
Score: -13178274.000000 Penalty: 5906.263184
	Iteration 82Q: 3 clusters Score -1.317827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -13178276.000000 Penalty: 5906.263184
	Iteration 83Q: 3 clusters Score -1.317828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 132713 members 
Entering Unmasked Estep 
Score: -13178282.000000 Penalty: 5906.263184
	Iteration 84Q: 3 clusters Score -1.317828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 132722 members 
Entering Unmasked Estep 
Score: -13178276.000000 Penalty: 5906.263184
	Iteration 85Q: 3 clusters Score -1.317828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 132733 members 
Entering Unmasked Estep 
Score: -13178268.000000 Penalty: 5906.263184
	Iteration 86Q: 3 clusters Score -1.317827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 132739 members 
Entering Unmasked Estep 
Score: -13178284.000000 Penalty: 5906.263184
	Iteration 87Q: 3 clusters Score -1.317828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -13178286.000000 Penalty: 5906.263184
	Iteration 88Q: 3 clusters Score -1.317829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -13178291.000000 Penalty: 5906.263184
	Iteration 89Q: 3 clusters Score -1.317829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -13178288.000000 Penalty: 5906.263184
	Iteration 90Q: 3 clusters Score -1.317829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 132753 members 
Entering Unmasked Estep 
Score: -13178295.000000 Penalty: 5906.263184
	Iteration 91Q: 3 clusters Score -1.31783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 132760 members 
Entering Unmasked Estep 
Score: -13178296.000000 Penalty: 5906.263184
	Iteration 92Q: 3 clusters Score -1.31783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -13178282.000000 Penalty: 5906.263184
	Iteration 93Q: 3 clusters Score -1.317828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 132776 members 
Entering Unmasked Estep 
Score: -13178285.000000 Penalty: 5906.263184
	Iteration 94Q: 3 clusters Score -1.317828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 132786 members 
Entering Unmasked Estep 
Score: -13178285.000000 Penalty: 5906.263184
	Iteration 95Q: 3 clusters Score -1.317828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
Score: -13178290.000000 Penalty: 5906.263184
	Iteration 96Q: 3 clusters Score -1.317829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -13178287.000000 Penalty: 5906.263184
	Iteration 97Q: 3 clusters Score -1.317829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -13178298.000000 Penalty: 5906.263184
	Iteration 98Q: 3 clusters Score -1.31783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -13178298.000000 Penalty: 5906.263184
	Iteration 99Q: 3 clusters Score -1.31783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 132814 members 
Entering Unmasked Estep 
Score: -13178298.000000 Penalty: 5906.263184
	Iteration 100F: 3 clusters Score -1.31783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -13178291.000000 Penalty: 5906.263184
	Iteration 101Q: 3 clusters Score -1.317829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -13178295.000000 Penalty: 5906.263184
	Iteration 102Q: 3 clusters Score -1.31783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -13178295.000000 Penalty: 5906.263184
	Iteration 103F: 3 clusters Score -1.31783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 566763 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 51249 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 19001 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 49105 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Entering Unmasked Estep 
Score: -146273008.000000 Penalty: 64055.476562
Splitting cluster 2 changes total score from -146263968.000000 to -146273008.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (566763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566763 members 
Entering Unmasked Estep 
Score: -49626844.000000 Penalty: 3285.428711
	Iteration 0F: 2 clusters Score -4.962684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283104 members 
Mstep: Class 2 contains 283659 members 
Entering Unmasked Estep 
Score: -49270976.000000 Penalty: 6570.857422
	Iteration 0F: 3 clusters Score -4.927098e+07 nChanged 276876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276152 members 
Mstep: Class 2 contains 290611 members 
Entering Unmasked Estep 
Score: -49436500.000000 Penalty: 6570.857422
	Iteration 1F: 3 clusters Score -4.94365e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271699 members 
Mstep: Class 2 contains 295064 members 
Entering Unmasked Estep 
Score: -49438396.000000 Penalty: 6570.857422
	Iteration 2Q: 3 clusters Score -4.94384e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264407 members 
Mstep: Class 2 contains 302356 members 
Entering Unmasked Estep 
Score: -49441228.000000 Penalty: 6570.857422
	Iteration 3Q: 3 clusters Score -4.944123e+07 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252689 members 
Mstep: Class 2 contains 314074 members 
Entering Unmasked Estep 
Score: -49445804.000000 Penalty: 6570.857422
	Iteration 4Q: 3 clusters Score -4.94458e+07 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234421 members 
Mstep: Class 2 contains 332342 members 
Entering Unmasked Estep 
Score: -49455200.000000 Penalty: 6570.857422
	Iteration 5Q: 3 clusters Score -4.94552e+07 nChanged 31927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206756 members 
Mstep: Class 2 contains 360007 members 
Entering Unmasked Estep 
Score: -49472088.000000 Penalty: 6570.857422
	Iteration 6F: 3 clusters Score -4.947209e+07 nChanged 41140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 397249 members 
Entering Unmasked Estep 
Score: -49498820.000000 Penalty: 6570.857422
	Iteration 7F: 3 clusters Score -4.949882e+07 nChanged 45321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128003 members 
Mstep: Class 2 contains 438760 members 
Entering Unmasked Estep 
Score: -49532660.000000 Penalty: 6570.857422
	Iteration 8F: 3 clusters Score -4.953266e+07 nChanged 40237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 475407 members 
Entering Unmasked Estep 
Score: -49565512.000000 Penalty: 6570.857422
	Iteration 9F: 3 clusters Score -4.956551e+07 nChanged 28310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 500589 members 
Entering Unmasked Estep 
Score: -49589168.000000 Penalty: 6570.857422
	Iteration 10Q: 3 clusters Score -4.958917e+07 nChanged 17805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 515282 members 
Entering Unmasked Estep 
Score: -49603300.000000 Penalty: 6570.857422
	Iteration 11Q: 3 clusters Score -4.96033e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 523711 members 
Entering Unmasked Estep 
Score: -49611224.000000 Penalty: 6570.857422
	Iteration 12Q: 3 clusters Score -4.961122e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 529108 members 
Entering Unmasked Estep 
Score: -49615576.000000 Penalty: 6570.857422
	Iteration 13Q: 3 clusters Score -4.961558e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 533030 members 
Entering Unmasked Estep 
Score: -49617992.000000 Penalty: 6570.857422
	Iteration 14Q: 3 clusters Score -4.961799e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 536230 members 
Entering Unmasked Estep 
Score: -49619932.000000 Penalty: 6570.857422
	Iteration 15Q: 3 clusters Score -4.961993e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 539046 members 
Entering Unmasked Estep 
Score: -49621220.000000 Penalty: 6570.857422
	Iteration 16Q: 3 clusters Score -4.962122e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 541535 members 
Entering Unmasked Estep 
Score: -49622436.000000 Penalty: 6570.857422
	Iteration 17Q: 3 clusters Score -4.962244e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 543800 members 
Entering Unmasked Estep 
Score: -49623772.000000 Penalty: 6570.857422
	Iteration 18Q: 3 clusters Score -4.962377e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 545735 members 
Entering Unmasked Estep 
Score: -49624632.000000 Penalty: 6570.857422
	Iteration 19Q: 3 clusters Score -4.962463e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 547459 members 
Entering Unmasked Estep 
Score: -49625404.000000 Penalty: 6570.857422
	Iteration 20F: 3 clusters Score -4.96254e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 549009 members 
Entering Unmasked Estep 
Score: -49626108.000000 Penalty: 6570.857422
	Iteration 21Q: 3 clusters Score -4.962611e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 550346 members 
Entering Unmasked Estep 
Score: -49626776.000000 Penalty: 6570.857422
	Iteration 22Q: 3 clusters Score -4.962678e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 551568 members 
Entering Unmasked Estep 
Score: -49627264.000000 Penalty: 6570.857422
	Iteration 23Q: 3 clusters Score -4.962726e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 552605 members 
Entering Unmasked Estep 
Score: -49627804.000000 Penalty: 6570.857422
	Iteration 24Q: 3 clusters Score -4.96278e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 553498 members 
Entering Unmasked Estep 
Score: -49628188.000000 Penalty: 6570.857422
	Iteration 25Q: 3 clusters Score -4.962819e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 554222 members 
Entering Unmasked Estep 
Score: -49628640.000000 Penalty: 6570.857422
	Iteration 26Q: 3 clusters Score -4.962864e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 554860 members 
Entering Unmasked Estep 
Score: -49629116.000000 Penalty: 6570.857422
	Iteration 27Q: 3 clusters Score -4.962912e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 555363 members 
Entering Unmasked Estep 
Score: -49629444.000000 Penalty: 6570.857422
	Iteration 28Q: 3 clusters Score -4.962944e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 555749 members 
Entering Unmasked Estep 
Score: -49629684.000000 Penalty: 6570.857422
	Iteration 29Q: 3 clusters Score -4.962968e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 556133 members 
Entering Unmasked Estep 
Score: -49630012.000000 Penalty: 6570.857422
	Iteration 30Q: 3 clusters Score -4.963001e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 556471 members 
Entering Unmasked Estep 
Score: -49630600.000000 Penalty: 6570.857422
	Iteration 31Q: 3 clusters Score -4.96306e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 556798 members 
Entering Unmasked Estep 
Score: -49631348.000000 Penalty: 6570.857422
	Iteration 32Q: 3 clusters Score -4.963135e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 557108 members 
Entering Unmasked Estep 
Score: -49632416.000000 Penalty: 6570.857422
	Iteration 33Q: 3 clusters Score -4.963242e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 557285 members 
Entering Unmasked Estep 
Score: -49633296.000000 Penalty: 6570.857422
	Iteration 34Q: 3 clusters Score -4.96333e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 557405 members 
Entering Unmasked Estep 
Score: -49633828.000000 Penalty: 6570.857422
	Iteration 35Q: 3 clusters Score -4.963383e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 557459 members 
Entering Unmasked Estep 
Score: -49634172.000000 Penalty: 6570.857422
	Iteration 36Q: 3 clusters Score -4.963417e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 557470 members 
Entering Unmasked Estep 
Score: -49634404.000000 Penalty: 6570.857422
	Iteration 37Q: 3 clusters Score -4.96344e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 557481 members 
Entering Unmasked Estep 
Score: -49634440.000000 Penalty: 6570.857422
	Iteration 38Q: 3 clusters Score -4.963444e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 557505 members 
Entering Unmasked Estep 
Score: -49634556.000000 Penalty: 6570.857422
	Iteration 39Q: 3 clusters Score -4.963456e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 557530 members 
Entering Unmasked Estep 
Score: -49634800.000000 Penalty: 6570.857422
	Iteration 40F: 3 clusters Score -4.96348e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 557332 members 
Entering Unmasked Estep 
Score: -49634936.000000 Penalty: 6570.857422
	Iteration 41Q: 3 clusters Score -4.963494e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 557190 members 
Entering Unmasked Estep 
Score: -49635052.000000 Penalty: 6570.857422
	Iteration 42Q: 3 clusters Score -4.963505e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 557070 members 
Entering Unmasked Estep 
Score: -49635260.000000 Penalty: 6570.857422
	Iteration 43Q: 3 clusters Score -4.963526e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 556984 members 
Entering Unmasked Estep 
Score: -49635292.000000 Penalty: 6570.857422
	Iteration 44Q: 3 clusters Score -4.963529e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 556921 members 
Entering Unmasked Estep 
Score: -49635348.000000 Penalty: 6570.857422
	Iteration 45Q: 3 clusters Score -4.963535e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 556877 members 
Entering Unmasked Estep 
Score: -49635340.000000 Penalty: 6570.857422
	Iteration 46Q: 3 clusters Score -4.963534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 556848 members 
Entering Unmasked Estep 
Score: -49635384.000000 Penalty: 6570.857422
	Iteration 47Q: 3 clusters Score -4.963538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 556827 members 
Entering Unmasked Estep 
Score: -49635340.000000 Penalty: 6570.857422
	Iteration 48Q: 3 clusters Score -4.963534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 556816 members 
Entering Unmasked Estep 
Score: -49635376.000000 Penalty: 6570.857422
	Iteration 49Q: 3 clusters Score -4.963538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 556807 members 
Entering Unmasked Estep 
Score: -49635360.000000 Penalty: 6570.857422
	Iteration 50Q: 3 clusters Score -4.963536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 556805 members 
Entering Unmasked Estep 
Score: -49635356.000000 Penalty: 6570.857422
	Iteration 51Q: 3 clusters Score -4.963536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 556805 members 
Entering Unmasked Estep 
Score: -49635372.000000 Penalty: 6570.857422
	Iteration 52Q: 3 clusters Score -4.963537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 556805 members 
Entering Unmasked Estep 
Score: -49635364.000000 Penalty: 6570.857422
	Iteration 53Q: 3 clusters Score -4.963536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 556804 members 
Entering Unmasked Estep 
Score: -49635368.000000 Penalty: 6570.857422
	Iteration 54Q: 3 clusters Score -4.963537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 556803 members 
Entering Unmasked Estep 
Score: -49635364.000000 Penalty: 6570.857422
	Iteration 55Q: 3 clusters Score -4.963536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 556803 members 
Entering Unmasked Estep 
Score: -49635368.000000 Penalty: 6570.857422
	Iteration 56Q: 3 clusters Score -4.963537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 556802 members 
Entering Unmasked Estep 
Score: -49635368.000000 Penalty: 6570.857422
	Iteration 57Q: 3 clusters Score -4.963537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 556802 members 
Entering Unmasked Estep 
Score: -49635368.000000 Penalty: 6570.857422
	Iteration 58F: 3 clusters Score -4.963537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 51249 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 19001 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 49105 members 
Mstep: Class 16 contains 556802 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Entering Unmasked Estep 
Score: -146281632.000000 Penalty: 67614.117188
Splitting cluster 4 changes total score from -146263968.000000 to -146281632.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (69935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Entering Unmasked Estep 
Score: -6231012.500000 Penalty: 2766.519531
	Iteration 0F: 2 clusters Score -6231012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -6183973.000000 Penalty: 5533.039062
	Iteration 0F: 3 clusters Score -6183973 nChanged 32663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -6202288.000000 Penalty: 5533.039062
	Iteration 1F: 3 clusters Score -6202288 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -6202904.500000 Penalty: 5533.039062
	Iteration 2Q: 3 clusters Score -6202904 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -6203673.500000 Penalty: 5533.039062
	Iteration 3Q: 3 clusters Score -6203674 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6204921.500000 Penalty: 5533.039062
	Iteration 4Q: 3 clusters Score -6204922 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -6207068.500000 Penalty: 5533.039062
	Iteration 5F: 3 clusters Score -6207068 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -6210574.500000 Penalty: 5533.039062
	Iteration 6F: 3 clusters Score -6210574 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -6215683.500000 Penalty: 5533.039062
	Iteration 7F: 3 clusters Score -6215684 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -6221533.000000 Penalty: 5533.039062
	Iteration 8F: 3 clusters Score -6221533 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -6225750.500000 Penalty: 5533.039062
	Iteration 9F: 3 clusters Score -6225750 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -6227628.500000 Penalty: 5533.039062
	Iteration 10Q: 3 clusters Score -6227628 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -6228164.500000 Penalty: 5533.039062
	Iteration 11Q: 3 clusters Score -6228164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -6228315.500000 Penalty: 5533.039062
	Iteration 12Q: 3 clusters Score -6228316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -6228431.000000 Penalty: 5533.039062
	Iteration 13Q: 3 clusters Score -6228431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -6228489.000000 Penalty: 5533.039062
	Iteration 14Q: 3 clusters Score -6228489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -6228525.500000 Penalty: 5533.039062
	Iteration 15Q: 3 clusters Score -6228526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -6228534.500000 Penalty: 5533.039062
	Iteration 16Q: 3 clusters Score -6228534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -6228543.500000 Penalty: 5533.039062
	Iteration 17Q: 3 clusters Score -6228544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -6228547.500000 Penalty: 5533.039062
	Iteration 18Q: 3 clusters Score -6228548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -6228546.500000 Penalty: 5533.039062
	Iteration 19Q: 3 clusters Score -6228546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -6228552.000000 Penalty: 5533.039062
	Iteration 20F: 3 clusters Score -6228552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -6228550.000000 Penalty: 5533.039062
	Iteration 21Q: 3 clusters Score -6228550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -6228550.000000 Penalty: 5533.039062
	Iteration 22F: 3 clusters Score -6228550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Entering Unmasked Estep 
Score: -13438607.000000 Penalty: 2954.814941
	Iteration 0F: 2 clusters Score -1.343861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -13338377.000000 Penalty: 5909.629883
	Iteration 0F: 3 clusters Score -1.333838e+07 nChanged 71360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -13380476.000000 Penalty: 5909.629883
	Iteration 1F: 3 clusters Score -1.338048e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -13381838.000000 Penalty: 5909.629883
	Iteration 2Q: 3 clusters Score -1.338184e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -13383475.000000 Penalty: 5909.629883
	Iteration 3Q: 3 clusters Score -1.338348e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -13385549.000000 Penalty: 5909.629883
	Iteration 4Q: 3 clusters Score -1.338555e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -13388598.000000 Penalty: 5909.629883
	Iteration 5Q: 3 clusters Score -1.33886e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -13392905.000000 Penalty: 5909.629883
	Iteration 6F: 3 clusters Score -1.33929e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -13398164.000000 Penalty: 5909.629883
	Iteration 7F: 3 clusters Score -1.339816e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -13403966.000000 Penalty: 5909.629883
	Iteration 8F: 3 clusters Score -1.340397e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -13409690.000000 Penalty: 5909.629883
	Iteration 9F: 3 clusters Score -1.340969e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -13414779.000000 Penalty: 5909.629883
	Iteration 10F: 3 clusters Score -1.341478e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -13418642.000000 Penalty: 5909.629883
	Iteration 11Q: 3 clusters Score -1.341864e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -13421439.000000 Penalty: 5909.629883
	Iteration 12Q: 3 clusters Score -1.342144e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114545 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -13423494.000000 Penalty: 5909.629883
	Iteration 13Q: 3 clusters Score -1.342349e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117676 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -13425101.000000 Penalty: 5909.629883
	Iteration 14Q: 3 clusters Score -1.34251e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -13426449.000000 Penalty: 5909.629883
	Iteration 15Q: 3 clusters Score -1.342645e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123414 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -13427875.000000 Penalty: 5909.629883
	Iteration 16Q: 3 clusters Score -1.342788e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -13429345.000000 Penalty: 5909.629883
	Iteration 17Q: 3 clusters Score -1.342934e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -13430619.000000 Penalty: 5909.629883
	Iteration 18Q: 3 clusters Score -1.343062e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130843 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -13431628.000000 Penalty: 5909.629883
	Iteration 19Q: 3 clusters Score -1.343163e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132790 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -13432505.000000 Penalty: 5909.629883
	Iteration 20F: 3 clusters Score -1.34325e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -13433245.000000 Penalty: 5909.629883
	Iteration 21Q: 3 clusters Score -1.343324e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135933 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -13433881.000000 Penalty: 5909.629883
	Iteration 22Q: 3 clusters Score -1.343388e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -13434394.000000 Penalty: 5909.629883
	Iteration 23Q: 3 clusters Score -1.343439e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -13434742.000000 Penalty: 5909.629883
	Iteration 24Q: 3 clusters Score -1.343474e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -13435108.000000 Penalty: 5909.629883
	Iteration 25Q: 3 clusters Score -1.343511e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -13435445.000000 Penalty: 5909.629883
	Iteration 26Q: 3 clusters Score -1.343544e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -13435799.000000 Penalty: 5909.629883
	Iteration 27Q: 3 clusters Score -1.34358e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -13436086.000000 Penalty: 5909.629883
	Iteration 28Q: 3 clusters Score -1.343609e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -13436299.000000 Penalty: 5909.629883
	Iteration 29Q: 3 clusters Score -1.34363e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -13436469.000000 Penalty: 5909.629883
	Iteration 30Q: 3 clusters Score -1.343647e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142783 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -13436580.000000 Penalty: 5909.629883
	Iteration 31Q: 3 clusters Score -1.343658e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -13436694.000000 Penalty: 5909.629883
	Iteration 32Q: 3 clusters Score -1.343669e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -13436782.000000 Penalty: 5909.629883
	Iteration 33Q: 3 clusters Score -1.343678e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -13436832.000000 Penalty: 5909.629883
	Iteration 34Q: 3 clusters Score -1.343683e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -13436881.000000 Penalty: 5909.629883
	Iteration 35Q: 3 clusters Score -1.343688e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -13436907.000000 Penalty: 5909.629883
	Iteration 36Q: 3 clusters Score -1.343691e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144109 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -13436924.000000 Penalty: 5909.629883
	Iteration 37Q: 3 clusters Score -1.343692e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144226 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -13436946.000000 Penalty: 5909.629883
	Iteration 38Q: 3 clusters Score -1.343695e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144319 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -13436965.000000 Penalty: 5909.629883
	Iteration 39Q: 3 clusters Score -1.343696e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -13436968.000000 Penalty: 5909.629883
	Iteration 40F: 3 clusters Score -1.343697e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -13436984.000000 Penalty: 5909.629883
	Iteration 41Q: 3 clusters Score -1.343698e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -13437001.000000 Penalty: 5909.629883
	Iteration 42Q: 3 clusters Score -1.3437e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -13437014.000000 Penalty: 5909.629883
	Iteration 43Q: 3 clusters Score -1.343701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -13437013.000000 Penalty: 5909.629883
	Iteration 44Q: 3 clusters Score -1.343701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -13437038.000000 Penalty: 5909.629883
	Iteration 45Q: 3 clusters Score -1.343704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -13437029.000000 Penalty: 5909.629883
	Iteration 46Q: 3 clusters Score -1.343703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -13437022.000000 Penalty: 5909.629883
	Iteration 47Q: 3 clusters Score -1.343702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -13437026.000000 Penalty: 5909.629883
	Iteration 48Q: 3 clusters Score -1.343703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -13437026.000000 Penalty: 5909.629883
	Iteration 49Q: 3 clusters Score -1.343703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144840 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -13437028.000000 Penalty: 5909.629883
	Iteration 50Q: 3 clusters Score -1.343703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -13437037.000000 Penalty: 5909.629883
	Iteration 51Q: 3 clusters Score -1.343704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -13437032.000000 Penalty: 5909.629883
	Iteration 52Q: 3 clusters Score -1.343703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -13437036.000000 Penalty: 5909.629883
	Iteration 53Q: 3 clusters Score -1.343704e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -13437047.000000 Penalty: 5909.629883
	Iteration 54Q: 3 clusters Score -1.343705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145018 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -13437045.000000 Penalty: 5909.629883
	Iteration 55Q: 3 clusters Score -1.343704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -13437051.000000 Penalty: 5909.629883
	Iteration 56Q: 3 clusters Score -1.343705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145045 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -13437065.000000 Penalty: 5909.629883
	Iteration 57Q: 3 clusters Score -1.343706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -13437064.000000 Penalty: 5909.629883
	Iteration 58Q: 3 clusters Score -1.343706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145075 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -13437063.000000 Penalty: 5909.629883
	Iteration 59Q: 3 clusters Score -1.343706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -13437073.000000 Penalty: 5909.629883
	Iteration 60F: 3 clusters Score -1.343707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -13437070.000000 Penalty: 5909.629883
	Iteration 61Q: 3 clusters Score -1.343707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -13437087.000000 Penalty: 5909.629883
	Iteration 62Q: 3 clusters Score -1.343709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -13437089.000000 Penalty: 5909.629883
	Iteration 63Q: 3 clusters Score -1.343709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -13437086.000000 Penalty: 5909.629883
	Iteration 64Q: 3 clusters Score -1.343709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -13437097.000000 Penalty: 5909.629883
	Iteration 65Q: 3 clusters Score -1.34371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145176 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -13437092.000000 Penalty: 5909.629883
	Iteration 66Q: 3 clusters Score -1.343709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -13437090.000000 Penalty: 5909.629883
	Iteration 67Q: 3 clusters Score -1.343709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -13437109.000000 Penalty: 5909.629883
	Iteration 68Q: 3 clusters Score -1.343711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -13437096.000000 Penalty: 5909.629883
	Iteration 69Q: 3 clusters Score -1.34371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -13437101.000000 Penalty: 5909.629883
	Iteration 70Q: 3 clusters Score -1.34371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -13437097.000000 Penalty: 5909.629883
	Iteration 71Q: 3 clusters Score -1.34371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -13437098.000000 Penalty: 5909.629883
	Iteration 72Q: 3 clusters Score -1.34371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -13437105.000000 Penalty: 5909.629883
	Iteration 73Q: 3 clusters Score -1.34371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145246 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -13437107.000000 Penalty: 5909.629883
	Iteration 74Q: 3 clusters Score -1.343711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -13437116.000000 Penalty: 5909.629883
	Iteration 75Q: 3 clusters Score -1.343712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -13437119.000000 Penalty: 5909.629883
	Iteration 76Q: 3 clusters Score -1.343712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -13437112.000000 Penalty: 5909.629883
	Iteration 77Q: 3 clusters Score -1.343711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -13437119.000000 Penalty: 5909.629883
	Iteration 78Q: 3 clusters Score -1.343712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -13437095.000000 Penalty: 5909.629883
	Iteration 79Q: 3 clusters Score -1.34371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145292 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -13437112.000000 Penalty: 5909.629883
	Iteration 80F: 3 clusters Score -1.343711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -13437129.000000 Penalty: 5909.629883
	Iteration 81Q: 3 clusters Score -1.343713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -13437107.000000 Penalty: 5909.629883
	Iteration 82Q: 3 clusters Score -1.343711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -13437115.000000 Penalty: 5909.629883
	Iteration 83Q: 3 clusters Score -1.343712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145322 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -13437116.000000 Penalty: 5909.629883
	Iteration 84Q: 3 clusters Score -1.343712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -13437122.000000 Penalty: 5909.629883
	Iteration 85Q: 3 clusters Score -1.343712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -13437120.000000 Penalty: 5909.629883
	Iteration 86Q: 3 clusters Score -1.343712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -13437123.000000 Penalty: 5909.629883
	Iteration 87Q: 3 clusters Score -1.343712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145338 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -13437118.000000 Penalty: 5909.629883
	Iteration 88Q: 3 clusters Score -1.343712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145342 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -13437121.000000 Penalty: 5909.629883
	Iteration 89Q: 3 clusters Score -1.343712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -13437119.000000 Penalty: 5909.629883
	Iteration 90Q: 3 clusters Score -1.343712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145359 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -13437123.000000 Penalty: 5909.629883
	Iteration 91Q: 3 clusters Score -1.343712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -13437129.000000 Penalty: 5909.629883
	Iteration 92Q: 3 clusters Score -1.343713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145365 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -13437122.000000 Penalty: 5909.629883
	Iteration 93Q: 3 clusters Score -1.343712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145368 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -13437127.000000 Penalty: 5909.629883
	Iteration 94Q: 3 clusters Score -1.343713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -13437121.000000 Penalty: 5909.629883
	Iteration 95Q: 3 clusters Score -1.343712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145371 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -13437130.000000 Penalty: 5909.629883
	Iteration 96Q: 3 clusters Score -1.343713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145373 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -13437127.000000 Penalty: 5909.629883
	Iteration 97Q: 3 clusters Score -1.343713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145374 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -13437133.000000 Penalty: 5909.629883
	Iteration 98Q: 3 clusters Score -1.343713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145375 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -13437133.000000 Penalty: 5909.629883
	Iteration 99Q: 3 clusters Score -1.343713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145375 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -13437133.000000 Penalty: 5909.629883
	Iteration 100F: 3 clusters Score -1.343713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Entering Unmasked Estep 
Score: -4520616.000000 Penalty: 2686.307373
	Iteration 0F: 2 clusters Score -4520616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4486347.000000 Penalty: 5372.614746
	Iteration 0F: 3 clusters Score -4486347 nChanged 23405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4499557.500000 Penalty: 5372.614746
	Iteration 1F: 3 clusters Score -4499558 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4500257.500000 Penalty: 5372.614746
	Iteration 2Q: 3 clusters Score -4500258 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4501175.500000 Penalty: 5372.614746
	Iteration 3Q: 3 clusters Score -4501176 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4502479.500000 Penalty: 5372.614746
	Iteration 4Q: 3 clusters Score -4502480 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4504278.500000 Penalty: 5372.614746
	Iteration 5F: 3 clusters Score -4504278 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4506458.000000 Penalty: 5372.614746
	Iteration 6F: 3 clusters Score -4506458 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4508893.500000 Penalty: 5372.614746
	Iteration 7F: 3 clusters Score -4508894 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4511515.000000 Penalty: 5372.614746
	Iteration 8F: 3 clusters Score -4511515 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4513853.000000 Penalty: 5372.614746
	Iteration 9F: 3 clusters Score -4513853 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4515671.000000 Penalty: 5372.614746
	Iteration 10Q: 3 clusters Score -4515671 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4516860.000000 Penalty: 5372.614746
	Iteration 11Q: 3 clusters Score -4516860 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4517537.000000 Penalty: 5372.614746
	Iteration 12Q: 3 clusters Score -4517537 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4517857.500000 Penalty: 5372.614746
	Iteration 13Q: 3 clusters Score -4517858 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4518017.000000 Penalty: 5372.614746
	Iteration 14Q: 3 clusters Score -4518017 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4518107.500000 Penalty: 5372.614746
	Iteration 15Q: 3 clusters Score -4518108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4518167.000000 Penalty: 5372.614746
	Iteration 16Q: 3 clusters Score -4518167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4518215.000000 Penalty: 5372.614746
	Iteration 17Q: 3 clusters Score -4518215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4518247.000000 Penalty: 5372.614746
	Iteration 18Q: 3 clusters Score -4518247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4518266.000000 Penalty: 5372.614746
	Iteration 19Q: 3 clusters Score -4518266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4518281.500000 Penalty: 5372.614746
	Iteration 20F: 3 clusters Score -4518282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4518294.500000 Penalty: 5372.614746
	Iteration 21Q: 3 clusters Score -4518294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4518299.500000 Penalty: 5372.614746
	Iteration 22Q: 3 clusters Score -4518300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4518307.500000 Penalty: 5372.614746
	Iteration 23Q: 3 clusters Score -4518308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4518312.500000 Penalty: 5372.614746
	Iteration 24Q: 3 clusters Score -4518312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4518323.000000 Penalty: 5372.614746
	Iteration 25Q: 3 clusters Score -4518323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4518330.000000 Penalty: 5372.614746
	Iteration 26Q: 3 clusters Score -4518330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4518338.500000 Penalty: 5372.614746
	Iteration 27Q: 3 clusters Score -4518338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4518344.000000 Penalty: 5372.614746
	Iteration 28Q: 3 clusters Score -4518344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4518350.500000 Penalty: 5372.614746
	Iteration 29Q: 3 clusters Score -4518350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4518360.000000 Penalty: 5372.614746
	Iteration 30Q: 3 clusters Score -4518360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4518365.000000 Penalty: 5372.614746
	Iteration 31Q: 3 clusters Score -4518365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4518370.500000 Penalty: 5372.614746
	Iteration 32Q: 3 clusters Score -4518370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4518380.500000 Penalty: 5372.614746
	Iteration 33Q: 3 clusters Score -4518380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4518393.000000 Penalty: 5372.614746
	Iteration 34Q: 3 clusters Score -4518393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4518385.000000 Penalty: 5372.614746
	Iteration 35Q: 3 clusters Score -4518385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4518395.000000 Penalty: 5372.614746
	Iteration 36Q: 3 clusters Score -4518395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4518397.000000 Penalty: 5372.614746
	Iteration 37Q: 3 clusters Score -4518397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4518399.000000 Penalty: 5372.614746
	Iteration 38Q: 3 clusters Score -4518399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4518396.500000 Penalty: 5372.614746
	Iteration 39Q: 3 clusters Score -4518396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4518396.500000 Penalty: 5372.614746
	Iteration 40F: 3 clusters Score -4518396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Entering Unmasked Estep 
Score: -861306.000000 Penalty: 2257.621338
	Iteration 0F: 2 clusters Score -861306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -854285.000000 Penalty: 4515.242676
	Iteration 0F: 3 clusters Score -854285 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -856262.000000 Penalty: 4515.242676
	Iteration 1F: 3 clusters Score -856262 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -856484.312500 Penalty: 4515.242676
	Iteration 2F: 3 clusters Score -856484.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -856633.250000 Penalty: 4515.242676
	Iteration 3Q: 3 clusters Score -856633.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -856725.625000 Penalty: 4515.242676
	Iteration 4Q: 3 clusters Score -856725.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -856794.375000 Penalty: 4515.242676
	Iteration 5Q: 3 clusters Score -856794.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -856848.312500 Penalty: 4515.242676
	Iteration 6Q: 3 clusters Score -856848.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -856880.687500 Penalty: 4515.242676
	Iteration 7Q: 3 clusters Score -856880.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -856911.375000 Penalty: 4515.242676
	Iteration 8Q: 3 clusters Score -856911.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -856937.250000 Penalty: 4515.242676
	Iteration 9Q: 3 clusters Score -856937.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -856965.437500 Penalty: 4515.242676
	Iteration 10Q: 3 clusters Score -856965.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -856993.250000 Penalty: 4515.242676
	Iteration 11Q: 3 clusters Score -856993.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -857018.687500 Penalty: 4515.242676
	Iteration 12Q: 3 clusters Score -857018.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -857038.687500 Penalty: 4515.242676
	Iteration 13Q: 3 clusters Score -857038.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -857058.125000 Penalty: 4515.242676
	Iteration 14Q: 3 clusters Score -857058.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -857073.187500 Penalty: 4515.242676
	Iteration 15Q: 3 clusters Score -857073.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -857085.250000 Penalty: 4515.242676
	Iteration 16Q: 3 clusters Score -857085.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -857095.187500 Penalty: 4515.242676
	Iteration 17Q: 3 clusters Score -857095.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -857104.750000 Penalty: 4515.242676
	Iteration 18Q: 3 clusters Score -857104.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -857112.500000 Penalty: 4515.242676
	Iteration 19Q: 3 clusters Score -857112.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -857118.500000 Penalty: 4515.242676
	Iteration 20F: 3 clusters Score -857118.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -857124.937500 Penalty: 4515.242676
	Iteration 21Q: 3 clusters Score -857124.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -857132.750000 Penalty: 4515.242676
	Iteration 22Q: 3 clusters Score -857132.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -857138.625000 Penalty: 4515.242676
	Iteration 23Q: 3 clusters Score -857138.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -857142.312500 Penalty: 4515.242676
	Iteration 24Q: 3 clusters Score -857142.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -857146.125000 Penalty: 4515.242676
	Iteration 25Q: 3 clusters Score -857146.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -857149.187500 Penalty: 4515.242676
	Iteration 26Q: 3 clusters Score -857149.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -857150.125000 Penalty: 4515.242676
	Iteration 27Q: 3 clusters Score -857150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -857151.562500 Penalty: 4515.242676
	Iteration 28Q: 3 clusters Score -857151.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -857154.875000 Penalty: 4515.242676
	Iteration 29Q: 3 clusters Score -857154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -857158.750000 Penalty: 4515.242676
	Iteration 30Q: 3 clusters Score -857158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -857164.562500 Penalty: 4515.242676
	Iteration 31Q: 3 clusters Score -857164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -857167.250000 Penalty: 4515.242676
	Iteration 32Q: 3 clusters Score -857167.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -857173.375000 Penalty: 4515.242676
	Iteration 33Q: 3 clusters Score -857173.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -857177.000000 Penalty: 4515.242676
	Iteration 34Q: 3 clusters Score -857177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -857182.000000 Penalty: 4515.242676
	Iteration 35Q: 3 clusters Score -857182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -857186.312500 Penalty: 4515.242676
	Iteration 36Q: 3 clusters Score -857186.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -857189.437500 Penalty: 4515.242676
	Iteration 37Q: 3 clusters Score -857189.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -857193.750000 Penalty: 4515.242676
	Iteration 38Q: 3 clusters Score -857193.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -857197.750000 Penalty: 4515.242676
	Iteration 39Q: 3 clusters Score -857197.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -857199.937500 Penalty: 4515.242676
	Iteration 40F: 3 clusters Score -857199.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -857203.937500 Penalty: 4515.242676
	Iteration 41Q: 3 clusters Score -857203.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -857206.500000 Penalty: 4515.242676
	Iteration 42Q: 3 clusters Score -857206.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -857209.812500 Penalty: 4515.242676
	Iteration 43Q: 3 clusters Score -857209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -857210.500000 Penalty: 4515.242676
	Iteration 44Q: 3 clusters Score -857210.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -857213.937500 Penalty: 4515.242676
	Iteration 45Q: 3 clusters Score -857213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -857215.187500 Penalty: 4515.242676
	Iteration 46Q: 3 clusters Score -857215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -857215.625000 Penalty: 4515.242676
	Iteration 47Q: 3 clusters Score -857215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -857216.187500 Penalty: 4515.242676
	Iteration 48Q: 3 clusters Score -857216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -857219.937500 Penalty: 4515.242676
	Iteration 49Q: 3 clusters Score -857219.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -857221.625000 Penalty: 4515.242676
	Iteration 50Q: 3 clusters Score -857221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -857223.937500 Penalty: 4515.242676
	Iteration 51Q: 3 clusters Score -857223.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -857229.687500 Penalty: 4515.242676
	Iteration 52Q: 3 clusters Score -857229.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -857232.250000 Penalty: 4515.242676
	Iteration 53Q: 3 clusters Score -857232.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -857237.500000 Penalty: 4515.242676
	Iteration 54Q: 3 clusters Score -857237.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -857237.875000 Penalty: 4515.242676
	Iteration 55Q: 3 clusters Score -857237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -857240.187500 Penalty: 4515.242676
	Iteration 56Q: 3 clusters Score -857240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -857244.000000 Penalty: 4515.242676
	Iteration 57Q: 3 clusters Score -857244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -857249.250000 Penalty: 4515.242676
	Iteration 58Q: 3 clusters Score -857249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -857250.375000 Penalty: 4515.242676
	Iteration 59Q: 3 clusters Score -857250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -857251.562500 Penalty: 4515.242676
	Iteration 60F: 3 clusters Score -857251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -857255.375000 Penalty: 4515.242676
	Iteration 61Q: 3 clusters Score -857255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -857254.562500 Penalty: 4515.242676
	Iteration 62Q: 3 clusters Score -857254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -857256.750000 Penalty: 4515.242676
	Iteration 63Q: 3 clusters Score -857256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -857256.250000 Penalty: 4515.242676
	Iteration 64Q: 3 clusters Score -857256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -857256.250000 Penalty: 4515.242676
	Iteration 65Q: 3 clusters Score -857256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -857257.125000 Penalty: 4515.242676
	Iteration 66Q: 3 clusters Score -857257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -857258.437500 Penalty: 4515.242676
	Iteration 67Q: 3 clusters Score -857258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -857257.750000 Penalty: 4515.242676
	Iteration 68Q: 3 clusters Score -857257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -857258.562500 Penalty: 4515.242676
	Iteration 69Q: 3 clusters Score -857258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -857260.062500 Penalty: 4515.242676
	Iteration 70Q: 3 clusters Score -857260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -857259.062500 Penalty: 4515.242676
	Iteration 71Q: 3 clusters Score -857259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -857257.625000 Penalty: 4515.242676
	Iteration 72Q: 3 clusters Score -857257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -857258.125000 Penalty: 4515.242676
	Iteration 73Q: 3 clusters Score -857258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -857259.375000 Penalty: 4515.242676
	Iteration 74Q: 3 clusters Score -857259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -857260.500000 Penalty: 4515.242676
	Iteration 75Q: 3 clusters Score -857260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -857261.062500 Penalty: 4515.242676
	Iteration 76Q: 3 clusters Score -857261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -857261.312500 Penalty: 4515.242676
	Iteration 77Q: 3 clusters Score -857261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -857262.375000 Penalty: 4515.242676
	Iteration 78Q: 3 clusters Score -857262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -857264.187500 Penalty: 4515.242676
	Iteration 79Q: 3 clusters Score -857264.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -857266.750000 Penalty: 4515.242676
	Iteration 80F: 3 clusters Score -857266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -857268.875000 Penalty: 4515.242676
	Iteration 81Q: 3 clusters Score -857268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -857268.125000 Penalty: 4515.242676
	Iteration 82Q: 3 clusters Score -857268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -857270.937500 Penalty: 4515.242676
	Iteration 83Q: 3 clusters Score -857270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -857269.500000 Penalty: 4515.242676
	Iteration 84Q: 3 clusters Score -857269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -857271.312500 Penalty: 4515.242676
	Iteration 85Q: 3 clusters Score -857271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -857270.687500 Penalty: 4515.242676
	Iteration 86Q: 3 clusters Score -857270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -857270.937500 Penalty: 4515.242676
	Iteration 87Q: 3 clusters Score -857270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -857271.812500 Penalty: 4515.242676
	Iteration 88Q: 3 clusters Score -857271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -857273.500000 Penalty: 4515.242676
	Iteration 89Q: 3 clusters Score -857273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -857272.625000 Penalty: 4515.242676
	Iteration 90Q: 3 clusters Score -857272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -857272.625000 Penalty: 4515.242676
	Iteration 91F: 3 clusters Score -857272.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Entering Unmasked Estep 
Score: -4295956.000000 Penalty: 2689.423828
	Iteration 0F: 2 clusters Score -4295956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4261366.500000 Penalty: 5378.847656
	Iteration 0F: 3 clusters Score -4261366 nChanged 23694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4274909.500000 Penalty: 5378.847656
	Iteration 1F: 3 clusters Score -4274910 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4276415.000000 Penalty: 5378.847656
	Iteration 2F: 3 clusters Score -4276415 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -4279051.500000 Penalty: 5378.847656
	Iteration 3F: 3 clusters Score -4279052 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4282840.000000 Penalty: 5378.847656
	Iteration 4F: 3 clusters Score -4282840 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4287457.500000 Penalty: 5378.847656
	Iteration 5F: 3 clusters Score -4287458 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4292767.500000 Penalty: 5378.847656
	Iteration 6F: 3 clusters Score -4292768 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4298743.500000 Penalty: 5378.847656
	Iteration 7F: 3 clusters Score -4298744 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -4305564.000000 Penalty: 5378.847656
	Iteration 8F: 3 clusters Score -4305564 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4310224.500000 Penalty: 5378.847656
	Iteration 9F: 3 clusters Score -4310224 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4311155.000000 Penalty: 5378.847656
	Iteration 10Q: 3 clusters Score -4311155 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4311215.000000 Penalty: 5378.847656
	Iteration 11Q: 3 clusters Score -4311215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4311221.000000 Penalty: 5378.847656
	Iteration 12Q: 3 clusters Score -4311221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4311231.500000 Penalty: 5378.847656
	Iteration 13Q: 3 clusters Score -4311232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4311233.500000 Penalty: 5378.847656
	Iteration 14Q: 3 clusters Score -4311234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4311220.500000 Penalty: 5378.847656
	Iteration 15Q: 3 clusters Score -4311220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4311229.500000 Penalty: 5378.847656
	Iteration 16Q: 3 clusters Score -4311230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4311230.500000 Penalty: 5378.847656
	Iteration 17Q: 3 clusters Score -4311230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4311236.000000 Penalty: 5378.847656
	Iteration 18Q: 3 clusters Score -4311236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -4311231.000000 Penalty: 5378.847656
	Iteration 19Q: 3 clusters Score -4311231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4311235.000000 Penalty: 5378.847656
	Iteration 20F: 3 clusters Score -4311235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4311235.500000 Penalty: 5378.847656
	Iteration 21Q: 3 clusters Score -4311236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -4311235.000000 Penalty: 5378.847656
	Iteration 22Q: 3 clusters Score -4311235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4311236.000000 Penalty: 5378.847656
	Iteration 23Q: 3 clusters Score -4311236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4311236.500000 Penalty: 5378.847656
	Iteration 24Q: 3 clusters Score -4311236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4311240.000000 Penalty: 5378.847656
	Iteration 25Q: 3 clusters Score -4311240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -4311239.000000 Penalty: 5378.847656
	Iteration 26Q: 3 clusters Score -4311239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -4311239.000000 Penalty: 5378.847656
	Iteration 27F: 3 clusters Score -4311239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 25824 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 19001 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 49105 members 
Mstep: Class 16 contains 556802 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Mstep: Class 20 contains 25425 members 
Entering Unmasked Estep 
Score: -146295408.000000 Penalty: 71172.750000
Splitting cluster 10 changes total score from -146263968.000000 to -146295408.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (25386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Entering Unmasked Estep 
Score: -2189154.750000 Penalty: 2515.204346
	Iteration 0F: 2 clusters Score -2189155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2171534.500000 Penalty: 5030.408691
	Iteration 0F: 3 clusters Score -2171534 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2178114.000000 Penalty: 5030.408691
	Iteration 1F: 3 clusters Score -2178114 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2179289.000000 Penalty: 5030.408691
	Iteration 2F: 3 clusters Score -2179289 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2180987.750000 Penalty: 5030.408691
	Iteration 3F: 3 clusters Score -2180988 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2183162.250000 Penalty: 5030.408691
	Iteration 4F: 3 clusters Score -2183162 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2184977.750000 Penalty: 5030.408691
	Iteration 5F: 3 clusters Score -2184978 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2186005.250000 Penalty: 5030.408691
	Iteration 6F: 3 clusters Score -2186005 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2186590.500000 Penalty: 5030.408691
	Iteration 7Q: 3 clusters Score -2186590 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2186980.250000 Penalty: 5030.408691
	Iteration 8Q: 3 clusters Score -2186980 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2187225.500000 Penalty: 5030.408691
	Iteration 9Q: 3 clusters Score -2187226 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2187402.250000 Penalty: 5030.408691
	Iteration 10Q: 3 clusters Score -2187402 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2187540.750000 Penalty: 5030.408691
	Iteration 11Q: 3 clusters Score -2187541 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2187660.000000 Penalty: 5030.408691
	Iteration 12Q: 3 clusters Score -2187660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2187745.500000 Penalty: 5030.408691
	Iteration 13Q: 3 clusters Score -2187746 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2187813.750000 Penalty: 5030.408691
	Iteration 14Q: 3 clusters Score -2187814 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2187869.500000 Penalty: 5030.408691
	Iteration 15Q: 3 clusters Score -2187870 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2187910.250000 Penalty: 5030.408691
	Iteration 16Q: 3 clusters Score -2187910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2187934.500000 Penalty: 5030.408691
	Iteration 17Q: 3 clusters Score -2187934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2187952.250000 Penalty: 5030.408691
	Iteration 18Q: 3 clusters Score -2187952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2187964.000000 Penalty: 5030.408691
	Iteration 19Q: 3 clusters Score -2187964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2187972.500000 Penalty: 5030.408691
	Iteration 20F: 3 clusters Score -2187972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2187978.000000 Penalty: 5030.408691
	Iteration 21Q: 3 clusters Score -2187978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2187982.250000 Penalty: 5030.408691
	Iteration 22Q: 3 clusters Score -2187982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2187998.750000 Penalty: 5030.408691
	Iteration 23Q: 3 clusters Score -2187999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2187998.250000 Penalty: 5030.408691
	Iteration 24Q: 3 clusters Score -2187998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2188007.250000 Penalty: 5030.408691
	Iteration 25Q: 3 clusters Score -2188007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2188015.250000 Penalty: 5030.408691
	Iteration 26Q: 3 clusters Score -2188015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2188025.750000 Penalty: 5030.408691
	Iteration 27Q: 3 clusters Score -2188026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2188032.250000 Penalty: 5030.408691
	Iteration 28Q: 3 clusters Score -2188032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2188036.500000 Penalty: 5030.408691
	Iteration 29Q: 3 clusters Score -2188036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2188044.000000 Penalty: 5030.408691
	Iteration 30Q: 3 clusters Score -2188044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2188042.500000 Penalty: 5030.408691
	Iteration 31Q: 3 clusters Score -2188042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2188045.500000 Penalty: 5030.408691
	Iteration 32Q: 3 clusters Score -2188046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2188046.000000 Penalty: 5030.408691
	Iteration 33Q: 3 clusters Score -2188046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2188055.750000 Penalty: 5030.408691
	Iteration 34Q: 3 clusters Score -2188056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2188060.250000 Penalty: 5030.408691
	Iteration 35Q: 3 clusters Score -2188060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2188060.750000 Penalty: 5030.408691
	Iteration 36Q: 3 clusters Score -2188061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2188062.000000 Penalty: 5030.408691
	Iteration 37Q: 3 clusters Score -2188062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2188065.500000 Penalty: 5030.408691
	Iteration 38Q: 3 clusters Score -2188066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2188065.000000 Penalty: 5030.408691
	Iteration 39Q: 3 clusters Score -2188065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2188065.750000 Penalty: 5030.408691
	Iteration 40F: 3 clusters Score -2188066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2188066.000000 Penalty: 5030.408691
	Iteration 41Q: 3 clusters Score -2188066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2188064.250000 Penalty: 5030.408691
	Iteration 42Q: 3 clusters Score -2188064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2188062.750000 Penalty: 5030.408691
	Iteration 43Q: 3 clusters Score -2188063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2188061.750000 Penalty: 5030.408691
	Iteration 44Q: 3 clusters Score -2188062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2188065.500000 Penalty: 5030.408691
	Iteration 45Q: 3 clusters Score -2188066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2188069.000000 Penalty: 5030.408691
	Iteration 46Q: 3 clusters Score -2188069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2188073.500000 Penalty: 5030.408691
	Iteration 47Q: 3 clusters Score -2188074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2188070.500000 Penalty: 5030.408691
	Iteration 48Q: 3 clusters Score -2188070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2188071.750000 Penalty: 5030.408691
	Iteration 49Q: 3 clusters Score -2188072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2188071.250000 Penalty: 5030.408691
	Iteration 50Q: 3 clusters Score -2188071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2188071.750000 Penalty: 5030.408691
	Iteration 51Q: 3 clusters Score -2188072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2188074.500000 Penalty: 5030.408691
	Iteration 52Q: 3 clusters Score -2188074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2188078.250000 Penalty: 5030.408691
	Iteration 53Q: 3 clusters Score -2188078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2188078.750000 Penalty: 5030.408691
	Iteration 54Q: 3 clusters Score -2188079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2188073.500000 Penalty: 5030.408691
	Iteration 55Q: 3 clusters Score -2188074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2188076.500000 Penalty: 5030.408691
	Iteration 56Q: 3 clusters Score -2188076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2188076.500000 Penalty: 5030.408691
	Iteration 57F: 3 clusters Score -2188076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Entering Unmasked Estep 
Score: -1552922.375000 Penalty: 2443.357422
	Iteration 0F: 2 clusters Score -1552922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1539707.125000 Penalty: 4886.714844
	Iteration 0F: 3 clusters Score -1539707 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1545381.625000 Penalty: 4886.714844
	Iteration 1F: 3 clusters Score -1545382 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1547909.000000 Penalty: 4886.714844
	Iteration 2F: 3 clusters Score -1547909 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1550682.125000 Penalty: 4886.714844
	Iteration 3F: 3 clusters Score -1550682 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1553049.750000 Penalty: 4886.714844
	Iteration 4F: 3 clusters Score -1553050 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1554697.750000 Penalty: 4886.714844
	Iteration 5F: 3 clusters Score -1554698 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1556292.500000 Penalty: 4886.714844
	Iteration 6F: 3 clusters Score -1556292 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1559047.625000 Penalty: 4886.714844
	Iteration 7Q: 3 clusters Score -1559048 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1560236.125000 Penalty: 4886.714844
	Iteration 8Q: 3 clusters Score -1560236 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1560511.375000 Penalty: 4886.714844
	Iteration 9Q: 3 clusters Score -1560511 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1560643.000000 Penalty: 4886.714844
	Iteration 10Q: 3 clusters Score -1560643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1560752.625000 Penalty: 4886.714844
	Iteration 11Q: 3 clusters Score -1560753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1560832.000000 Penalty: 4886.714844
	Iteration 12Q: 3 clusters Score -1560832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1560864.000000 Penalty: 4886.714844
	Iteration 13Q: 3 clusters Score -1560864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1560897.375000 Penalty: 4886.714844
	Iteration 14Q: 3 clusters Score -1560897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1560924.250000 Penalty: 4886.714844
	Iteration 15Q: 3 clusters Score -1560924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1560952.875000 Penalty: 4886.714844
	Iteration 16Q: 3 clusters Score -1560953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1560995.000000 Penalty: 4886.714844
	Iteration 17Q: 3 clusters Score -1560995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1561011.500000 Penalty: 4886.714844
	Iteration 18Q: 3 clusters Score -1561012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1561019.125000 Penalty: 4886.714844
	Iteration 19Q: 3 clusters Score -1561019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1561027.625000 Penalty: 4886.714844
	Iteration 20F: 3 clusters Score -1561028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1561026.125000 Penalty: 4886.714844
	Iteration 21Q: 3 clusters Score -1561026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1561024.750000 Penalty: 4886.714844
	Iteration 22Q: 3 clusters Score -1561025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1561027.375000 Penalty: 4886.714844
	Iteration 23Q: 3 clusters Score -1561027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1561028.125000 Penalty: 4886.714844
	Iteration 24Q: 3 clusters Score -1561028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1561028.250000 Penalty: 4886.714844
	Iteration 25Q: 3 clusters Score -1561028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1561028.375000 Penalty: 4886.714844
	Iteration 26Q: 3 clusters Score -1561028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1561028.750000 Penalty: 4886.714844
	Iteration 27Q: 3 clusters Score -1561029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1561030.250000 Penalty: 4886.714844
	Iteration 28Q: 3 clusters Score -1561030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1561033.125000 Penalty: 4886.714844
	Iteration 29Q: 3 clusters Score -1561033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1561033.125000 Penalty: 4886.714844
	Iteration 30F: 3 clusters Score -1561033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 25824 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 49105 members 
Mstep: Class 16 contains 556802 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Mstep: Class 20 contains 25425 members 
Mstep: Class 21 contains 3866 members 
Entering Unmasked Estep 
Score: -146302224.000000 Penalty: 74731.390625
Splitting cluster 12 changes total score from -146263968.000000 to -146302224.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (146157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146157 members 
Entering Unmasked Estep 
Score: -13280957.000000 Penalty: 2949.324463
	Iteration 0F: 2 clusters Score -1.328096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -13182944.000000 Penalty: 5898.648926
	Iteration 0F: 3 clusters Score -1.318294e+07 nChanged 70042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -13225008.000000 Penalty: 5898.648926
	Iteration 1F: 3 clusters Score -1.322501e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -13227343.000000 Penalty: 5898.648926
	Iteration 2Q: 3 clusters Score -1.322734e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -13230361.000000 Penalty: 5898.648926
	Iteration 3Q: 3 clusters Score -1.323036e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -13234325.000000 Penalty: 5898.648926
	Iteration 4F: 3 clusters Score -1.323432e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -13238765.000000 Penalty: 5898.648926
	Iteration 5F: 3 clusters Score -1.323876e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -13243469.000000 Penalty: 5898.648926
	Iteration 6F: 3 clusters Score -1.324347e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -13247786.000000 Penalty: 5898.648926
	Iteration 7F: 3 clusters Score -1.324779e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -13251520.000000 Penalty: 5898.648926
	Iteration 8F: 3 clusters Score -1.325152e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -13254393.000000 Penalty: 5898.648926
	Iteration 9Q: 3 clusters Score -1.325439e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -13256718.000000 Penalty: 5898.648926
	Iteration 10Q: 3 clusters Score -1.325672e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -13258519.000000 Penalty: 5898.648926
	Iteration 11Q: 3 clusters Score -1.325852e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -13260028.000000 Penalty: 5898.648926
	Iteration 12Q: 3 clusters Score -1.326003e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -13261556.000000 Penalty: 5898.648926
	Iteration 13Q: 3 clusters Score -1.326156e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -13262968.000000 Penalty: 5898.648926
	Iteration 14Q: 3 clusters Score -1.326297e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -13264411.000000 Penalty: 5898.648926
	Iteration 15Q: 3 clusters Score -1.326441e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -13265958.000000 Penalty: 5898.648926
	Iteration 16Q: 3 clusters Score -1.326596e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -13267322.000000 Penalty: 5898.648926
	Iteration 17Q: 3 clusters Score -1.326732e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -13268771.000000 Penalty: 5898.648926
	Iteration 18Q: 3 clusters Score -1.326877e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -13270216.000000 Penalty: 5898.648926
	Iteration 19Q: 3 clusters Score -1.327022e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -13271487.000000 Penalty: 5898.648926
	Iteration 20F: 3 clusters Score -1.327149e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -13272509.000000 Penalty: 5898.648926
	Iteration 21Q: 3 clusters Score -1.327251e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -13273281.000000 Penalty: 5898.648926
	Iteration 22Q: 3 clusters Score -1.327328e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -13274156.000000 Penalty: 5898.648926
	Iteration 23Q: 3 clusters Score -1.327416e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125226 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -13274833.000000 Penalty: 5898.648926
	Iteration 24Q: 3 clusters Score -1.327483e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -13275389.000000 Penalty: 5898.648926
	Iteration 25Q: 3 clusters Score -1.327539e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -13275857.000000 Penalty: 5898.648926
	Iteration 26Q: 3 clusters Score -1.327586e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129647 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -13276428.000000 Penalty: 5898.648926
	Iteration 27Q: 3 clusters Score -1.327643e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -13276902.000000 Penalty: 5898.648926
	Iteration 28Q: 3 clusters Score -1.32769e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -13277473.000000 Penalty: 5898.648926
	Iteration 29Q: 3 clusters Score -1.327747e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -13277968.000000 Penalty: 5898.648926
	Iteration 30Q: 3 clusters Score -1.327797e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134594 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -13278419.000000 Penalty: 5898.648926
	Iteration 31Q: 3 clusters Score -1.327842e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -13278731.000000 Penalty: 5898.648926
	Iteration 32Q: 3 clusters Score -1.327873e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136299 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -13279085.000000 Penalty: 5898.648926
	Iteration 33Q: 3 clusters Score -1.327908e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -13279336.000000 Penalty: 5898.648926
	Iteration 34Q: 3 clusters Score -1.327934e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -13279503.000000 Penalty: 5898.648926
	Iteration 35Q: 3 clusters Score -1.32795e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138135 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -13279681.000000 Penalty: 5898.648926
	Iteration 36Q: 3 clusters Score -1.327968e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -13279776.000000 Penalty: 5898.648926
	Iteration 37Q: 3 clusters Score -1.327978e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -13279862.000000 Penalty: 5898.648926
	Iteration 38Q: 3 clusters Score -1.327986e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -13279866.000000 Penalty: 5898.648926
	Iteration 39Q: 3 clusters Score -1.327987e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -13279926.000000 Penalty: 5898.648926
	Iteration 40F: 3 clusters Score -1.327993e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -13279952.000000 Penalty: 5898.648926
	Iteration 41Q: 3 clusters Score -1.327995e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -13279978.000000 Penalty: 5898.648926
	Iteration 42Q: 3 clusters Score -1.327998e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -13280003.000000 Penalty: 5898.648926
	Iteration 43Q: 3 clusters Score -1.328e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140124 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -13280042.000000 Penalty: 5898.648926
	Iteration 44Q: 3 clusters Score -1.328004e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -13280046.000000 Penalty: 5898.648926
	Iteration 45Q: 3 clusters Score -1.328005e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -13280059.000000 Penalty: 5898.648926
	Iteration 46Q: 3 clusters Score -1.328006e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -13280067.000000 Penalty: 5898.648926
	Iteration 47Q: 3 clusters Score -1.328007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140428 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -13280048.000000 Penalty: 5898.648926
	Iteration 48Q: 3 clusters Score -1.328005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -13280046.000000 Penalty: 5898.648926
	Iteration 49Q: 3 clusters Score -1.328005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140525 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -13280057.000000 Penalty: 5898.648926
	Iteration 50Q: 3 clusters Score -1.328006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140569 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -13280039.000000 Penalty: 5898.648926
	Iteration 51Q: 3 clusters Score -1.328004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140612 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -13280046.000000 Penalty: 5898.648926
	Iteration 52Q: 3 clusters Score -1.328005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -13280046.000000 Penalty: 5898.648926
	Iteration 53Q: 3 clusters Score -1.328005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140664 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -13280064.000000 Penalty: 5898.648926
	Iteration 54Q: 3 clusters Score -1.328006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -13280056.000000 Penalty: 5898.648926
	Iteration 55Q: 3 clusters Score -1.328006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -13280060.000000 Penalty: 5898.648926
	Iteration 56Q: 3 clusters Score -1.328006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -13280060.000000 Penalty: 5898.648926
	Iteration 57Q: 3 clusters Score -1.328006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -13280059.000000 Penalty: 5898.648926
	Iteration 58Q: 3 clusters Score -1.328006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140739 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -13280070.000000 Penalty: 5898.648926
	Iteration 59Q: 3 clusters Score -1.328007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -13280078.000000 Penalty: 5898.648926
	Iteration 60F: 3 clusters Score -1.328008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -13280072.000000 Penalty: 5898.648926
	Iteration 61Q: 3 clusters Score -1.328007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -13280083.000000 Penalty: 5898.648926
	Iteration 62Q: 3 clusters Score -1.328008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140809 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -13280092.000000 Penalty: 5898.648926
	Iteration 63Q: 3 clusters Score -1.328009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140835 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 64Q: 3 clusters Score -1.328008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140851 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -13280089.000000 Penalty: 5898.648926
	Iteration 65Q: 3 clusters Score -1.328009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140865 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -13280077.000000 Penalty: 5898.648926
	Iteration 66Q: 3 clusters Score -1.328008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140881 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -13280079.000000 Penalty: 5898.648926
	Iteration 67Q: 3 clusters Score -1.328008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140894 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -13280075.000000 Penalty: 5898.648926
	Iteration 68Q: 3 clusters Score -1.328008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140905 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -13280083.000000 Penalty: 5898.648926
	Iteration 69Q: 3 clusters Score -1.328008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -13280083.000000 Penalty: 5898.648926
	Iteration 70Q: 3 clusters Score -1.328008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13280092.000000 Penalty: 5898.648926
	Iteration 71Q: 3 clusters Score -1.328009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -13280093.000000 Penalty: 5898.648926
	Iteration 72Q: 3 clusters Score -1.328009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140939 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -13280080.000000 Penalty: 5898.648926
	Iteration 73Q: 3 clusters Score -1.328008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -13280085.000000 Penalty: 5898.648926
	Iteration 74Q: 3 clusters Score -1.328008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -13280087.000000 Penalty: 5898.648926
	Iteration 75Q: 3 clusters Score -1.328009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -13280091.000000 Penalty: 5898.648926
	Iteration 76Q: 3 clusters Score -1.328009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -13280093.000000 Penalty: 5898.648926
	Iteration 77Q: 3 clusters Score -1.328009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140954 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -13280089.000000 Penalty: 5898.648926
	Iteration 78Q: 3 clusters Score -1.328009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140959 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 79Q: 3 clusters Score -1.328008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140962 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -13280080.000000 Penalty: 5898.648926
	Iteration 80F: 3 clusters Score -1.328008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140968 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -13280089.000000 Penalty: 5898.648926
	Iteration 81Q: 3 clusters Score -1.328009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140973 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -13280087.000000 Penalty: 5898.648926
	Iteration 82Q: 3 clusters Score -1.328009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140977 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -13280090.000000 Penalty: 5898.648926
	Iteration 83Q: 3 clusters Score -1.328009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -13280093.000000 Penalty: 5898.648926
	Iteration 84Q: 3 clusters Score -1.328009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -13280080.000000 Penalty: 5898.648926
	Iteration 85Q: 3 clusters Score -1.328008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140987 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -13280076.000000 Penalty: 5898.648926
	Iteration 86Q: 3 clusters Score -1.328008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -13280077.000000 Penalty: 5898.648926
	Iteration 87Q: 3 clusters Score -1.328008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141001 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -13280079.000000 Penalty: 5898.648926
	Iteration 88Q: 3 clusters Score -1.328008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141006 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -13280087.000000 Penalty: 5898.648926
	Iteration 89Q: 3 clusters Score -1.328009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -13280094.000000 Penalty: 5898.648926
	Iteration 90Q: 3 clusters Score -1.328009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141011 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 91Q: 3 clusters Score -1.328008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -13280084.000000 Penalty: 5898.648926
	Iteration 92Q: 3 clusters Score -1.328008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -13280091.000000 Penalty: 5898.648926
	Iteration 93Q: 3 clusters Score -1.328009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -13280090.000000 Penalty: 5898.648926
	Iteration 94Q: 3 clusters Score -1.328009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 95Q: 3 clusters Score -1.328008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 96Q: 3 clusters Score -1.328008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -13280079.000000 Penalty: 5898.648926
	Iteration 97Q: 3 clusters Score -1.328008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -13280093.000000 Penalty: 5898.648926
	Iteration 98Q: 3 clusters Score -1.328009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -13280096.000000 Penalty: 5898.648926
	Iteration 99Q: 3 clusters Score -1.32801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141031 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -13280089.000000 Penalty: 5898.648926
	Iteration 100F: 3 clusters Score -1.328009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141035 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -13280077.000000 Penalty: 5898.648926
	Iteration 101Q: 3 clusters Score -1.328008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141041 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -13280083.000000 Penalty: 5898.648926
	Iteration 102Q: 3 clusters Score -1.328008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141048 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -13280074.000000 Penalty: 5898.648926
	Iteration 103Q: 3 clusters Score -1.328007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141055 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 104Q: 3 clusters Score -1.328008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141058 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -13280080.000000 Penalty: 5898.648926
	Iteration 105Q: 3 clusters Score -1.328008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -13280083.000000 Penalty: 5898.648926
	Iteration 106Q: 3 clusters Score -1.328008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -13280084.000000 Penalty: 5898.648926
	Iteration 107Q: 3 clusters Score -1.328008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141064 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -13280077.000000 Penalty: 5898.648926
	Iteration 108Q: 3 clusters Score -1.328008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -13280082.000000 Penalty: 5898.648926
	Iteration 109Q: 3 clusters Score -1.328008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -13280086.000000 Penalty: 5898.648926
	Iteration 110Q: 3 clusters Score -1.328009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141069 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -13280094.000000 Penalty: 5898.648926
	Iteration 111Q: 3 clusters Score -1.328009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13280093.000000 Penalty: 5898.648926
	Iteration 112Q: 3 clusters Score -1.328009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13280093.000000 Penalty: 5898.648926
	Iteration 113F: 3 clusters Score -1.328009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Entering Unmasked Estep 
Score: -1332392.750000 Penalty: 2382.561035
	Iteration 0F: 2 clusters Score -1332393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1321663.750000 Penalty: 4765.122070
	Iteration 0F: 3 clusters Score -1321664 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1325246.625000 Penalty: 4765.122070
	Iteration 1F: 3 clusters Score -1325247 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1325767.125000 Penalty: 4765.122070
	Iteration 2F: 3 clusters Score -1325767 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1326281.250000 Penalty: 4765.122070
	Iteration 3F: 3 clusters Score -1326281 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1326838.875000 Penalty: 4765.122070
	Iteration 4F: 3 clusters Score -1326839 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1327468.125000 Penalty: 4765.122070
	Iteration 5F: 3 clusters Score -1327468 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1328214.000000 Penalty: 4765.122070
	Iteration 6F: 3 clusters Score -1328214 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1328960.000000 Penalty: 4765.122070
	Iteration 7F: 3 clusters Score -1328960 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1329578.125000 Penalty: 4765.122070
	Iteration 8F: 3 clusters Score -1329578 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1330019.625000 Penalty: 4765.122070
	Iteration 9Q: 3 clusters Score -1330020 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1330261.875000 Penalty: 4765.122070
	Iteration 10Q: 3 clusters Score -1330262 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1330393.750000 Penalty: 4765.122070
	Iteration 11Q: 3 clusters Score -1330394 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1330488.000000 Penalty: 4765.122070
	Iteration 12Q: 3 clusters Score -1330488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1330552.000000 Penalty: 4765.122070
	Iteration 13Q: 3 clusters Score -1330552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1330606.000000 Penalty: 4765.122070
	Iteration 14Q: 3 clusters Score -1330606 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1330644.375000 Penalty: 4765.122070
	Iteration 15Q: 3 clusters Score -1330644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1330670.750000 Penalty: 4765.122070
	Iteration 16Q: 3 clusters Score -1330671 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1330700.000000 Penalty: 4765.122070
	Iteration 17Q: 3 clusters Score -1330700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1330722.500000 Penalty: 4765.122070
	Iteration 18Q: 3 clusters Score -1330722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1330741.125000 Penalty: 4765.122070
	Iteration 19Q: 3 clusters Score -1330741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1330757.250000 Penalty: 4765.122070
	Iteration 20F: 3 clusters Score -1330757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1330769.375000 Penalty: 4765.122070
	Iteration 21Q: 3 clusters Score -1330769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1330791.000000 Penalty: 4765.122070
	Iteration 22Q: 3 clusters Score -1330791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1330801.125000 Penalty: 4765.122070
	Iteration 23Q: 3 clusters Score -1330801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1330818.000000 Penalty: 4765.122070
	Iteration 24Q: 3 clusters Score -1330818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1330837.625000 Penalty: 4765.122070
	Iteration 25Q: 3 clusters Score -1330838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1330850.875000 Penalty: 4765.122070
	Iteration 26Q: 3 clusters Score -1330851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1330865.500000 Penalty: 4765.122070
	Iteration 27Q: 3 clusters Score -1330866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1330883.250000 Penalty: 4765.122070
	Iteration 28Q: 3 clusters Score -1330883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1330903.750000 Penalty: 4765.122070
	Iteration 29Q: 3 clusters Score -1330904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1330916.375000 Penalty: 4765.122070
	Iteration 30Q: 3 clusters Score -1330916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1330939.625000 Penalty: 4765.122070
	Iteration 31Q: 3 clusters Score -1330940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1330958.875000 Penalty: 4765.122070
	Iteration 32Q: 3 clusters Score -1330959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1330981.875000 Penalty: 4765.122070
	Iteration 33Q: 3 clusters Score -1330982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1331011.625000 Penalty: 4765.122070
	Iteration 34Q: 3 clusters Score -1331012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1331033.000000 Penalty: 4765.122070
	Iteration 35Q: 3 clusters Score -1331033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1331048.000000 Penalty: 4765.122070
	Iteration 36Q: 3 clusters Score -1331048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1331059.125000 Penalty: 4765.122070
	Iteration 37Q: 3 clusters Score -1331059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1331074.375000 Penalty: 4765.122070
	Iteration 38Q: 3 clusters Score -1331074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1331080.625000 Penalty: 4765.122070
	Iteration 39Q: 3 clusters Score -1331081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1331099.250000 Penalty: 4765.122070
	Iteration 40F: 3 clusters Score -1331099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1331104.500000 Penalty: 4765.122070
	Iteration 41Q: 3 clusters Score -1331104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1331119.750000 Penalty: 4765.122070
	Iteration 42Q: 3 clusters Score -1331120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1331128.000000 Penalty: 4765.122070
	Iteration 43Q: 3 clusters Score -1331128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1331136.125000 Penalty: 4765.122070
	Iteration 44Q: 3 clusters Score -1331136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1331141.375000 Penalty: 4765.122070
	Iteration 45Q: 3 clusters Score -1331141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1331150.125000 Penalty: 4765.122070
	Iteration 46Q: 3 clusters Score -1331150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1331151.125000 Penalty: 4765.122070
	Iteration 47Q: 3 clusters Score -1331151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1331156.750000 Penalty: 4765.122070
	Iteration 48Q: 3 clusters Score -1331157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1331156.500000 Penalty: 4765.122070
	Iteration 49Q: 3 clusters Score -1331156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1331163.875000 Penalty: 4765.122070
	Iteration 50Q: 3 clusters Score -1331164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1331171.750000 Penalty: 4765.122070
	Iteration 51Q: 3 clusters Score -1331172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1331179.375000 Penalty: 4765.122070
	Iteration 52Q: 3 clusters Score -1331179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1331185.625000 Penalty: 4765.122070
	Iteration 53Q: 3 clusters Score -1331186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1331188.750000 Penalty: 4765.122070
	Iteration 54Q: 3 clusters Score -1331189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1331193.750000 Penalty: 4765.122070
	Iteration 55Q: 3 clusters Score -1331194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1331192.125000 Penalty: 4765.122070
	Iteration 56Q: 3 clusters Score -1331192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1331194.000000 Penalty: 4765.122070
	Iteration 57Q: 3 clusters Score -1331194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1331195.875000 Penalty: 4765.122070
	Iteration 58Q: 3 clusters Score -1331196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1331198.750000 Penalty: 4765.122070
	Iteration 59Q: 3 clusters Score -1331199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1331197.000000 Penalty: 4765.122070
	Iteration 60F: 3 clusters Score -1331197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1331199.750000 Penalty: 4765.122070
	Iteration 61Q: 3 clusters Score -1331200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1331202.500000 Penalty: 4765.122070
	Iteration 62Q: 3 clusters Score -1331202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1331203.875000 Penalty: 4765.122070
	Iteration 63Q: 3 clusters Score -1331204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1331203.375000 Penalty: 4765.122070
	Iteration 64Q: 3 clusters Score -1331203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1331203.750000 Penalty: 4765.122070
	Iteration 65Q: 3 clusters Score -1331204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1331202.875000 Penalty: 4765.122070
	Iteration 66Q: 3 clusters Score -1331203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1331203.000000 Penalty: 4765.122070
	Iteration 67Q: 3 clusters Score -1331203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1331203.000000 Penalty: 4765.122070
	Iteration 68F: 3 clusters Score -1331203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Entering Unmasked Estep 
Score: -3926511.750000 Penalty: 2678.825439
	Iteration 0F: 2 clusters Score -3926512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3893459.000000 Penalty: 5357.650879
	Iteration 0F: 3 clusters Score -3893459 nChanged 22719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3908774.250000 Penalty: 5357.650879
	Iteration 1F: 3 clusters Score -3908774 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3917856.000000 Penalty: 5357.650879
	Iteration 2F: 3 clusters Score -3917856 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3932264.750000 Penalty: 5357.650879
	Iteration 3F: 3 clusters Score -3932265 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3939745.250000 Penalty: 5357.650879
	Iteration 4F: 3 clusters Score -3939745 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3941777.500000 Penalty: 5357.650879
	Iteration 5F: 3 clusters Score -3941778 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3942623.750000 Penalty: 5357.650879
	Iteration 6Q: 3 clusters Score -3942624 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3943149.000000 Penalty: 5357.650879
	Iteration 7Q: 3 clusters Score -3943149 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3943471.500000 Penalty: 5357.650879
	Iteration 8Q: 3 clusters Score -3943472 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3943770.750000 Penalty: 5357.650879
	Iteration 9Q: 3 clusters Score -3943771 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3944017.250000 Penalty: 5357.650879
	Iteration 10Q: 3 clusters Score -3944017 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3944250.500000 Penalty: 5357.650879
	Iteration 11Q: 3 clusters Score -3944250 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3944557.000000 Penalty: 5357.650879
	Iteration 12Q: 3 clusters Score -3944557 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3944867.250000 Penalty: 5357.650879
	Iteration 13Q: 3 clusters Score -3944867 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3945150.000000 Penalty: 5357.650879
	Iteration 14Q: 3 clusters Score -3945150 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3945491.000000 Penalty: 5357.650879
	Iteration 15Q: 3 clusters Score -3945491 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3945861.750000 Penalty: 5357.650879
	Iteration 16Q: 3 clusters Score -3945862 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3946144.500000 Penalty: 5357.650879
	Iteration 17Q: 3 clusters Score -3946144 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3946404.750000 Penalty: 5357.650879
	Iteration 18Q: 3 clusters Score -3946405 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3946616.000000 Penalty: 5357.650879
	Iteration 19Q: 3 clusters Score -3946616 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3946815.500000 Penalty: 5357.650879
	Iteration 20F: 3 clusters Score -3946816 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3946957.750000 Penalty: 5357.650879
	Iteration 21Q: 3 clusters Score -3946958 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3947076.250000 Penalty: 5357.650879
	Iteration 22Q: 3 clusters Score -3947076 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3947156.000000 Penalty: 5357.650879
	Iteration 23Q: 3 clusters Score -3947156 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3947218.000000 Penalty: 5357.650879
	Iteration 24Q: 3 clusters Score -3947218 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3947260.250000 Penalty: 5357.650879
	Iteration 25Q: 3 clusters Score -3947260 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3947295.250000 Penalty: 5357.650879
	Iteration 26Q: 3 clusters Score -3947295 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3947333.500000 Penalty: 5357.650879
	Iteration 27Q: 3 clusters Score -3947334 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3947341.500000 Penalty: 5357.650879
	Iteration 28Q: 3 clusters Score -3947342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3947357.000000 Penalty: 5357.650879
	Iteration 29Q: 3 clusters Score -3947357 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3947395.750000 Penalty: 5357.650879
	Iteration 30Q: 3 clusters Score -3947396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3947407.750000 Penalty: 5357.650879
	Iteration 31Q: 3 clusters Score -3947408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3947411.250000 Penalty: 5357.650879
	Iteration 32Q: 3 clusters Score -3947411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3947416.750000 Penalty: 5357.650879
	Iteration 33Q: 3 clusters Score -3947417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3947405.750000 Penalty: 5357.650879
	Iteration 34Q: 3 clusters Score -3947406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3947414.750000 Penalty: 5357.650879
	Iteration 35Q: 3 clusters Score -3947415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3947419.000000 Penalty: 5357.650879
	Iteration 36Q: 3 clusters Score -3947419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3947419.000000 Penalty: 5357.650879
	Iteration 37Q: 3 clusters Score -3947419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3947420.750000 Penalty: 5357.650879
	Iteration 38Q: 3 clusters Score -3947421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3947428.500000 Penalty: 5357.650879
	Iteration 39Q: 3 clusters Score -3947428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3947429.000000 Penalty: 5357.650879
	Iteration 40F: 3 clusters Score -3947429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3947425.500000 Penalty: 5357.650879
	Iteration 41Q: 3 clusters Score -3947426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3947422.000000 Penalty: 5357.650879
	Iteration 42Q: 3 clusters Score -3947422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3947421.250000 Penalty: 5357.650879
	Iteration 43Q: 3 clusters Score -3947421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3947423.250000 Penalty: 5357.650879
	Iteration 44Q: 3 clusters Score -3947423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3947426.500000 Penalty: 5357.650879
	Iteration 45Q: 3 clusters Score -3947426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3947423.000000 Penalty: 5357.650879
	Iteration 46Q: 3 clusters Score -3947423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3947423.750000 Penalty: 5357.650879
	Iteration 47Q: 3 clusters Score -3947424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3947425.500000 Penalty: 5357.650879
	Iteration 48Q: 3 clusters Score -3947426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3947422.750000 Penalty: 5357.650879
	Iteration 49Q: 3 clusters Score -3947423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3947423.500000 Penalty: 5357.650879
	Iteration 50Q: 3 clusters Score -3947424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3947421.000000 Penalty: 5357.650879
	Iteration 51Q: 3 clusters Score -3947421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3947421.000000 Penalty: 5357.650879
	Iteration 52Q: 3 clusters Score -3947421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3947426.500000 Penalty: 5357.650879
	Iteration 53Q: 3 clusters Score -3947426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3947420.500000 Penalty: 5357.650879
	Iteration 54Q: 3 clusters Score -3947420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3947424.500000 Penalty: 5357.650879
	Iteration 55Q: 3 clusters Score -3947424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3947419.000000 Penalty: 5357.650879
	Iteration 56Q: 3 clusters Score -3947419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3947425.750000 Penalty: 5357.650879
	Iteration 57Q: 3 clusters Score -3947426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3947418.000000 Penalty: 5357.650879
	Iteration 58Q: 3 clusters Score -3947418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3947422.000000 Penalty: 5357.650879
	Iteration 59Q: 3 clusters Score -3947422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3947418.500000 Penalty: 5357.650879
	Iteration 60F: 3 clusters Score -3947418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3947417.250000 Penalty: 5357.650879
	Iteration 61Q: 3 clusters Score -3947417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3947417.250000 Penalty: 5357.650879
	Iteration 62F: 3 clusters Score -3947417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 25824 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 24528 members 
Mstep: Class 16 contains 556802 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Mstep: Class 20 contains 25425 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 24577 members 
Entering Unmasked Estep 
Score: -146323312.000000 Penalty: 78290.031250
Splitting cluster 15 changes total score from -146263968.000000 to -146323312.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (50982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Entering Unmasked Estep 
Score: -4302997.500000 Penalty: 2688.128418
	Iteration 0F: 2 clusters Score -4302998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4268724.500000 Penalty: 5376.256836
	Iteration 0F: 3 clusters Score -4268724 nChanged 23611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4281678.500000 Penalty: 5376.256836
	Iteration 1F: 3 clusters Score -4281678 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4282319.000000 Penalty: 5376.256836
	Iteration 2Q: 3 clusters Score -4282319 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4283009.000000 Penalty: 5376.256836
	Iteration 3Q: 3 clusters Score -4283009 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -4283814.500000 Penalty: 5376.256836
	Iteration 4Q: 3 clusters Score -4283814 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4285048.000000 Penalty: 5376.256836
	Iteration 5Q: 3 clusters Score -4285048 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4287253.500000 Penalty: 5376.256836
	Iteration 6F: 3 clusters Score -4287254 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4291029.000000 Penalty: 5376.256836
	Iteration 7F: 3 clusters Score -4291029 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4295701.500000 Penalty: 5376.256836
	Iteration 8F: 3 clusters Score -4295702 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4299551.000000 Penalty: 5376.256836
	Iteration 9F: 3 clusters Score -4299551 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -4301827.500000 Penalty: 5376.256836
	Iteration 10F: 3 clusters Score -4301828 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -4303198.500000 Penalty: 5376.256836
	Iteration 11Q: 3 clusters Score -4303198 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -4304048.000000 Penalty: 5376.256836
	Iteration 12Q: 3 clusters Score -4304048 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -4304596.000000 Penalty: 5376.256836
	Iteration 13Q: 3 clusters Score -4304596 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -4304937.000000 Penalty: 5376.256836
	Iteration 14Q: 3 clusters Score -4304937 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -4305134.500000 Penalty: 5376.256836
	Iteration 15Q: 3 clusters Score -4305134 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -4305270.500000 Penalty: 5376.256836
	Iteration 16Q: 3 clusters Score -4305270 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -4305316.000000 Penalty: 5376.256836
	Iteration 17Q: 3 clusters Score -4305316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -4305359.000000 Penalty: 5376.256836
	Iteration 18Q: 3 clusters Score -4305359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -4305390.000000 Penalty: 5376.256836
	Iteration 19Q: 3 clusters Score -4305390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -4305411.500000 Penalty: 5376.256836
	Iteration 20F: 3 clusters Score -4305412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -4305417.000000 Penalty: 5376.256836
	Iteration 21Q: 3 clusters Score -4305417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -4305422.500000 Penalty: 5376.256836
	Iteration 22Q: 3 clusters Score -4305422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -4305420.000000 Penalty: 5376.256836
	Iteration 23Q: 3 clusters Score -4305420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -4305422.500000 Penalty: 5376.256836
	Iteration 24Q: 3 clusters Score -4305422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -4305425.000000 Penalty: 5376.256836
	Iteration 25Q: 3 clusters Score -4305425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -4305424.500000 Penalty: 5376.256836
	Iteration 26Q: 3 clusters Score -4305424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -4305424.000000 Penalty: 5376.256836
	Iteration 27Q: 3 clusters Score -4305424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -4305426.500000 Penalty: 5376.256836
	Iteration 28Q: 3 clusters Score -4305426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -4305427.000000 Penalty: 5376.256836
	Iteration 29Q: 3 clusters Score -4305427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -4305427.000000 Penalty: 5376.256836
	Iteration 30F: 3 clusters Score -4305427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 25824 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 24528 members 
Mstep: Class 16 contains 556802 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 26034 members 
Mstep: Class 20 contains 25425 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 24577 members 
Mstep: Class 23 contains 48815 members 
Entering Unmasked Estep 
Score: -146324944.000000 Penalty: 81848.664062
Splitting cluster 17 changes total score from -146263968.000000 to -146324944.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (83250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Entering Unmasked Estep 
Score: -7416474.000000 Penalty: 2809.741699
	Iteration 0F: 2 clusters Score -7416474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7360771.000000 Penalty: 5619.483398
	Iteration 0F: 3 clusters Score -7360771 nChanged 38994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7383861.500000 Penalty: 5619.483398
	Iteration 1F: 3 clusters Score -7383862 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -7386080.000000 Penalty: 5619.483398
	Iteration 2Q: 3 clusters Score -7386080 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -7388866.000000 Penalty: 5619.483398
	Iteration 3F: 3 clusters Score -7388866 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -7392209.500000 Penalty: 5619.483398
	Iteration 4F: 3 clusters Score -7392210 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -7395819.500000 Penalty: 5619.483398
	Iteration 5F: 3 clusters Score -7395820 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -7399321.500000 Penalty: 5619.483398
	Iteration 6F: 3 clusters Score -7399322 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -7402770.000000 Penalty: 5619.483398
	Iteration 7F: 3 clusters Score -7402770 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7406350.000000 Penalty: 5619.483398
	Iteration 8F: 3 clusters Score -7406350 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7409807.000000 Penalty: 5619.483398
	Iteration 9F: 3 clusters Score -7409807 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -7412895.000000 Penalty: 5619.483398
	Iteration 10Q: 3 clusters Score -7412895 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -7415191.500000 Penalty: 5619.483398
	Iteration 11Q: 3 clusters Score -7415192 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -7416699.000000 Penalty: 5619.483398
	Iteration 12Q: 3 clusters Score -7416699 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -7417763.500000 Penalty: 5619.483398
	Iteration 13Q: 3 clusters Score -7417764 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -7418501.500000 Penalty: 5619.483398
	Iteration 14Q: 3 clusters Score -7418502 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -7418934.000000 Penalty: 5619.483398
	Iteration 15Q: 3 clusters Score -7418934 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -7419212.500000 Penalty: 5619.483398
	Iteration 16Q: 3 clusters Score -7419212 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -7419390.500000 Penalty: 5619.483398
	Iteration 17Q: 3 clusters Score -7419390 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -7419478.000000 Penalty: 5619.483398
	Iteration 18Q: 3 clusters Score -7419478 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -7419565.000000 Penalty: 5619.483398
	Iteration 19Q: 3 clusters Score -7419565 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -7419630.000000 Penalty: 5619.483398
	Iteration 20F: 3 clusters Score -7419630 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -7419710.500000 Penalty: 5619.483398
	Iteration 21Q: 3 clusters Score -7419710 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -7419745.500000 Penalty: 5619.483398
	Iteration 22Q: 3 clusters Score -7419746 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -7419757.000000 Penalty: 5619.483398
	Iteration 23Q: 3 clusters Score -7419757 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -7419773.000000 Penalty: 5619.483398
	Iteration 24Q: 3 clusters Score -7419773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -7419761.000000 Penalty: 5619.483398
	Iteration 25Q: 3 clusters Score -7419761 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -7419773.000000 Penalty: 5619.483398
	Iteration 26Q: 3 clusters Score -7419773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -7419769.000000 Penalty: 5619.483398
	Iteration 27Q: 3 clusters Score -7419769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -7419777.500000 Penalty: 5619.483398
	Iteration 28Q: 3 clusters Score -7419778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -7419788.000000 Penalty: 5619.483398
	Iteration 29Q: 3 clusters Score -7419788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -7419790.000000 Penalty: 5619.483398
	Iteration 30Q: 3 clusters Score -7419790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -7419783.500000 Penalty: 5619.483398
	Iteration 31Q: 3 clusters Score -7419784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -7419777.500000 Penalty: 5619.483398
	Iteration 32Q: 3 clusters Score -7419778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -7419783.500000 Penalty: 5619.483398
	Iteration 33Q: 3 clusters Score -7419784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -7419791.500000 Penalty: 5619.483398
	Iteration 34Q: 3 clusters Score -7419792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -7419794.500000 Penalty: 5619.483398
	Iteration 35Q: 3 clusters Score -7419794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -7419796.000000 Penalty: 5619.483398
	Iteration 36Q: 3 clusters Score -7419796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -7419780.000000 Penalty: 5619.483398
	Iteration 37Q: 3 clusters Score -7419780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -7419778.500000 Penalty: 5619.483398
	Iteration 38Q: 3 clusters Score -7419778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -7419794.500000 Penalty: 5619.483398
	Iteration 39Q: 3 clusters Score -7419794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -7419802.500000 Penalty: 5619.483398
	Iteration 40F: 3 clusters Score -7419802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -7419801.000000 Penalty: 5619.483398
	Iteration 41Q: 3 clusters Score -7419801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -7419796.500000 Penalty: 5619.483398
	Iteration 42Q: 3 clusters Score -7419796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -7419809.000000 Penalty: 5619.483398
	Iteration 43Q: 3 clusters Score -7419809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -7419801.000000 Penalty: 5619.483398
	Iteration 44Q: 3 clusters Score -7419801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -7419790.500000 Penalty: 5619.483398
	Iteration 45Q: 3 clusters Score -7419790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -7419787.500000 Penalty: 5619.483398
	Iteration 46Q: 3 clusters Score -7419788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -7419786.500000 Penalty: 5619.483398
	Iteration 47Q: 3 clusters Score -7419786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -7419786.500000 Penalty: 5619.483398
	Iteration 48F: 3 clusters Score -7419786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 231866 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 132816 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 25824 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 24528 members 
Mstep: Class 16 contains 556802 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 11508 members 
Mstep: Class 19 contains 26034 members 
Mstep: Class 20 contains 25425 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 24577 members 
Mstep: Class 23 contains 48815 members 
Mstep: Class 24 contains 71742 members 
Entering Unmasked Estep 
Score: -146329248.000000 Penalty: 85407.304688
Splitting cluster 18 changes total score from -146263968.000000 to -146329248.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (26034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Entering Unmasked Estep 
Score: -2317786.000000 Penalty: 2521.455566
	Iteration 0F: 2 clusters Score -2317786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2299841.750000 Penalty: 5042.911133
	Iteration 0F: 3 clusters Score -2299842 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2306109.500000 Penalty: 5042.911133
	Iteration 1F: 3 clusters Score -2306110 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2306645.500000 Penalty: 5042.911133
	Iteration 2F: 3 clusters Score -2306646 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2307160.500000 Penalty: 5042.911133
	Iteration 3Q: 3 clusters Score -2307160 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2307738.000000 Penalty: 5042.911133
	Iteration 4Q: 3 clusters Score -2307738 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2308460.750000 Penalty: 5042.911133
	Iteration 5Q: 3 clusters Score -2308461 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2309411.750000 Penalty: 5042.911133
	Iteration 6F: 3 clusters Score -2309412 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2310553.500000 Penalty: 5042.911133
	Iteration 7F: 3 clusters Score -2310554 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2311673.750000 Penalty: 5042.911133
	Iteration 8F: 3 clusters Score -2311674 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2312640.500000 Penalty: 5042.911133
	Iteration 9Q: 3 clusters Score -2312640 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2313345.750000 Penalty: 5042.911133
	Iteration 10Q: 3 clusters Score -2313346 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2313870.250000 Penalty: 5042.911133
	Iteration 11Q: 3 clusters Score -2313870 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2314263.750000 Penalty: 5042.911133
	Iteration 12Q: 3 clusters Score -2314264 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2314569.250000 Penalty: 5042.911133
	Iteration 13Q: 3 clusters Score -2314569 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2314835.250000 Penalty: 5042.911133
	Iteration 14Q: 3 clusters Score -2314835 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2315058.000000 Penalty: 5042.911133
	Iteration 15Q: 3 clusters Score -2315058 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2315246.000000 Penalty: 5042.911133
	Iteration 16Q: 3 clusters Score -2315246 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2315375.500000 Penalty: 5042.911133
	Iteration 17Q: 3 clusters Score -2315376 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2315474.000000 Penalty: 5042.911133
	Iteration 18Q: 3 clusters Score -2315474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2315534.500000 Penalty: 5042.911133
	Iteration 19Q: 3 clusters Score -2315534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2315588.000000 Penalty: 5042.911133
	Iteration 20F: 3 clusters Score -2315588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2315638.000000 Penalty: 5042.911133
	Iteration 21Q: 3 clusters Score -2315638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -2315672.000000 Penalty: 5042.911133
	Iteration 22Q: 3 clusters Score -2315672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2315700.250000 Penalty: 5042.911133
	Iteration 23Q: 3 clusters Score -2315700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2315723.000000 Penalty: 5042.911133
	Iteration 24Q: 3 clusters Score -2315723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2315727.250000 Penalty: 5042.911133
	Iteration 25Q: 3 clusters Score -2315727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2315740.750000 Penalty: 5042.911133
	Iteration 26Q: 3 clusters Score -2315741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2315751.000000 Penalty: 5042.911133
	Iteration 27Q: 3 clusters Score -2315751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2315750.500000 Penalty: 5042.911133
	Iteration 28Q: 3 clusters Score -2315750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2315762.250000 Penalty: 5042.911133
	Iteration 29Q: 3 clusters Score -2315762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2315763.000000 Penalty: 5042.911133
	Iteration 30Q: 3 clusters Score -2315763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2315765.000000 Penalty: 5042.911133
	Iteration 31Q: 3 clusters Score -2315765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2315766.000000 Penalty: 5042.911133
	Iteration 32Q: 3 clusters Score -2315766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2315768.250000 Penalty: 5042.911133
	Iteration 33Q: 3 clusters Score -2315768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2315769.250000 Penalty: 5042.911133
	Iteration 34Q: 3 clusters Score -2315769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2315772.750000 Penalty: 5042.911133
	Iteration 35Q: 3 clusters Score -2315773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2315774.250000 Penalty: 5042.911133
	Iteration 36Q: 3 clusters Score -2315774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2315774.250000 Penalty: 5042.911133
	Iteration 37F: 3 clusters Score -2315774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 149429 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 25824 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 146157 members 
Mstep: Class 14 contains 14870 members 
Mstep: Class 15 contains 24528 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 11508 members 
Mstep: Class 19 contains 26034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146350912.000000 Penalty: 85407.304688
Iteration 39Q: 25 clusters Score -1.463509e+08 nChanged 42534
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 231967 members 
Mstep: Class 4 contains 11532 members 
Mstep: Class 5 contains 132016 members 
Mstep: Class 6 contains 70382 members 
Mstep: Class 7 contains 149469 members 
Mstep: Class 8 contains 51088 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 27205 members 
Mstep: Class 11 contains 26295 members 
Mstep: Class 12 contains 14856 members 
Mstep: Class 13 contains 146851 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 24489 members 
Mstep: Class 16 contains 551146 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 13858 members 
Mstep: Class 19 contains 28447 members 
Mstep: Class 20 contains 24908 members 
Mstep: Class 21 contains 3782 members 
Mstep: Class 22 contains 21637 members 
Mstep: Class 23 contains 48511 members 
Mstep: Class 24 contains 69969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146370224.000000 Penalty: 85407.304688
Iteration 40F: 25 clusters Score -1.463702e+08 nChanged 32211
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 231370 members 
Mstep: Class 4 contains 12696 members 
Mstep: Class 5 contains 133525 members 
Mstep: Class 6 contains 69409 members 
Mstep: Class 7 contains 148408 members 
Mstep: Class 8 contains 50503 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 26369 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 145984 members 
Mstep: Class 14 contains 14971 members 
Mstep: Class 15 contains 24002 members 
Mstep: Class 16 contains 550832 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 15091 members 
Mstep: Class 19 contains 30819 members 
Mstep: Class 20 contains 24708 members 
Mstep: Class 21 contains 3757 members 
Mstep: Class 22 contains 20515 members 
Mstep: Class 23 contains 48717 members 
Mstep: Class 24 contains 69310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146380832.000000 Penalty: 85407.304688
Iteration 41Q: 25 clusters Score -1.463808e+08 nChanged 22201
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16715 members 
Mstep: Class 3 contains 230500 members 
Mstep: Class 4 contains 13772 members 
Mstep: Class 5 contains 134239 members 
Mstep: Class 6 contains 68871 members 
Mstep: Class 7 contains 147757 members 
Mstep: Class 8 contains 50039 members 
Mstep: Class 9 contains 7724 members 
Mstep: Class 10 contains 27846 members 
Mstep: Class 11 contains 26499 members 
Mstep: Class 12 contains 14231 members 
Mstep: Class 13 contains 145304 members 
Mstep: Class 14 contains 14929 members 
Mstep: Class 15 contains 23486 members 
Mstep: Class 16 contains 550224 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 24414 members 
Mstep: Class 21 contains 3756 members 
Mstep: Class 22 contains 19630 members 
Mstep: Class 23 contains 48826 members 
Mstep: Class 24 contains 68612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146386624.000000 Penalty: 85407.304688
Iteration 42Q: 25 clusters Score -1.463866e+08 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 17204 members 
Mstep: Class 3 contains 229527 members 
Mstep: Class 4 contains 14716 members 
Mstep: Class 5 contains 134530 members 
Mstep: Class 6 contains 68587 members 
Mstep: Class 7 contains 147407 members 
Mstep: Class 8 contains 49674 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 28349 members 
Mstep: Class 11 contains 26618 members 
Mstep: Class 12 contains 14167 members 
Mstep: Class 13 contains 144846 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 22889 members 
Mstep: Class 16 contains 549448 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 34754 members 
Mstep: Class 20 contains 24222 members 
Mstep: Class 21 contains 3767 members 
Mstep: Class 22 contains 18841 members 
Mstep: Class 23 contains 48849 members 
Mstep: Class 24 contains 68096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146391584.000000 Penalty: 85407.304688
Iteration 43Q: 25 clusters Score -1.463916e+08 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 17657 members 
Mstep: Class 3 contains 228551 members 
Mstep: Class 4 contains 15547 members 
Mstep: Class 5 contains 134503 members 
Mstep: Class 6 contains 68467 members 
Mstep: Class 7 contains 147215 members 
Mstep: Class 8 contains 49411 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 28838 members 
Mstep: Class 11 contains 26718 members 
Mstep: Class 12 contains 14161 members 
Mstep: Class 13 contains 144604 members 
Mstep: Class 14 contains 14849 members 
Mstep: Class 15 contains 22311 members 
Mstep: Class 16 contains 548726 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 17955 members 
Mstep: Class 19 contains 36352 members 
Mstep: Class 20 contains 24066 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 18183 members 
Mstep: Class 23 contains 48824 members 
Mstep: Class 24 contains 67611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146394064.000000 Penalty: 85407.304688
Iteration 44Q: 25 clusters Score -1.463941e+08 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 18097 members 
Mstep: Class 3 contains 227658 members 
Mstep: Class 4 contains 16297 members 
Mstep: Class 5 contains 134220 members 
Mstep: Class 6 contains 68424 members 
Mstep: Class 7 contains 147136 members 
Mstep: Class 8 contains 49196 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 29276 members 
Mstep: Class 11 contains 26797 members 
Mstep: Class 12 contains 14169 members 
Mstep: Class 13 contains 144502 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 21765 members 
Mstep: Class 16 contains 547906 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 18676 members 
Mstep: Class 19 contains 37769 members 
Mstep: Class 20 contains 23957 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 17640 members 
Mstep: Class 23 contains 48820 members 
Mstep: Class 24 contains 67249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146396064.000000 Penalty: 85407.304688
Iteration 45Q: 25 clusters Score -1.463961e+08 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18531 members 
Mstep: Class 3 contains 226809 members 
Mstep: Class 4 contains 16983 members 
Mstep: Class 5 contains 133889 members 
Mstep: Class 6 contains 68426 members 
Mstep: Class 7 contains 147104 members 
Mstep: Class 8 contains 49014 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 29651 members 
Mstep: Class 11 contains 26908 members 
Mstep: Class 12 contains 14208 members 
Mstep: Class 13 contains 144461 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 547168 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 19305 members 
Mstep: Class 19 contains 38936 members 
Mstep: Class 20 contains 23907 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 17127 members 
Mstep: Class 23 contains 48789 members 
Mstep: Class 24 contains 66912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146398032.000000 Penalty: 85407.304688
Iteration 46Q: 25 clusters Score -1.46398e+08 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 18952 members 
Mstep: Class 3 contains 226109 members 
Mstep: Class 4 contains 17575 members 
Mstep: Class 5 contains 133462 members 
Mstep: Class 6 contains 68452 members 
Mstep: Class 7 contains 147092 members 
Mstep: Class 8 contains 48867 members 
Mstep: Class 9 contains 5803 members 
Mstep: Class 10 contains 29918 members 
Mstep: Class 11 contains 26984 members 
Mstep: Class 12 contains 14214 members 
Mstep: Class 13 contains 144475 members 
Mstep: Class 14 contains 14742 members 
Mstep: Class 15 contains 20874 members 
Mstep: Class 16 contains 546427 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 19853 members 
Mstep: Class 19 contains 39970 members 
Mstep: Class 20 contains 23884 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 16728 members 
Mstep: Class 23 contains 48776 members 
Mstep: Class 24 contains 66634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146399712.000000 Penalty: 85407.304688
Iteration 47Q: 25 clusters Score -1.463997e+08 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19327 members 
Mstep: Class 3 contains 225458 members 
Mstep: Class 4 contains 18149 members 
Mstep: Class 5 contains 133033 members 
Mstep: Class 6 contains 68538 members 
Mstep: Class 7 contains 147069 members 
Mstep: Class 8 contains 48757 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 30113 members 
Mstep: Class 11 contains 27090 members 
Mstep: Class 12 contains 14220 members 
Mstep: Class 13 contains 144497 members 
Mstep: Class 14 contains 14711 members 
Mstep: Class 15 contains 20591 members 
Mstep: Class 16 contains 545695 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 20273 members 
Mstep: Class 19 contains 40880 members 
Mstep: Class 20 contains 23885 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 16396 members 
Mstep: Class 23 contains 48748 members 
Mstep: Class 24 contains 66428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146400000.000000 Penalty: 85407.304688
Iteration 48Q: 25 clusters Score -1.464e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 19665 members 
Mstep: Class 3 contains 224853 members 
Mstep: Class 4 contains 18631 members 
Mstep: Class 5 contains 132575 members 
Mstep: Class 6 contains 68657 members 
Mstep: Class 7 contains 147068 members 
Mstep: Class 8 contains 48699 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 30247 members 
Mstep: Class 11 contains 27182 members 
Mstep: Class 12 contains 14174 members 
Mstep: Class 13 contains 144589 members 
Mstep: Class 14 contains 14690 members 
Mstep: Class 15 contains 20379 members 
Mstep: Class 16 contains 545043 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 20601 members 
Mstep: Class 19 contains 41685 members 
Mstep: Class 20 contains 23897 members 
Mstep: Class 21 contains 3746 members 
Mstep: Class 22 contains 16143 members 
Mstep: Class 23 contains 48707 members 
Mstep: Class 24 contains 66260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146400992.000000 Penalty: 85407.304688
Iteration 49Q: 25 clusters Score -1.46401e+08 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 20003 members 
Mstep: Class 3 contains 224298 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 132037 members 
Mstep: Class 6 contains 68806 members 
Mstep: Class 7 contains 147039 members 
Mstep: Class 8 contains 48621 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 30352 members 
Mstep: Class 11 contains 27319 members 
Mstep: Class 12 contains 14115 members 
Mstep: Class 13 contains 144681 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 20229 members 
Mstep: Class 16 contains 544513 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 20841 members 
Mstep: Class 19 contains 42383 members 
Mstep: Class 20 contains 23914 members 
Mstep: Class 21 contains 3743 members 
Mstep: Class 22 contains 15910 members 
Mstep: Class 23 contains 48687 members 
Mstep: Class 24 contains 66140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146401728.000000 Penalty: 85407.304688
Iteration 50Q: 25 clusters Score -1.464017e+08 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20337 members 
Mstep: Class 3 contains 223845 members 
Mstep: Class 4 contains 19511 members 
Mstep: Class 5 contains 131464 members 
Mstep: Class 6 contains 68976 members 
Mstep: Class 7 contains 146998 members 
Mstep: Class 8 contains 48539 members 
Mstep: Class 9 contains 4867 members 
Mstep: Class 10 contains 30424 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 14048 members 
Mstep: Class 13 contains 144752 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 20135 members 
Mstep: Class 16 contains 544051 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 21034 members 
Mstep: Class 19 contains 42988 members 
Mstep: Class 20 contains 23942 members 
Mstep: Class 21 contains 3736 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 48660 members 
Mstep: Class 24 contains 66060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146402416.000000 Penalty: 85407.304688
Iteration 51Q: 25 clusters Score -1.464024e+08 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 20626 members 
Mstep: Class 3 contains 223456 members 
Mstep: Class 4 contains 19846 members 
Mstep: Class 5 contains 130905 members 
Mstep: Class 6 contains 69238 members 
Mstep: Class 7 contains 146952 members 
Mstep: Class 8 contains 48497 members 
Mstep: Class 9 contains 4689 members 
Mstep: Class 10 contains 30459 members 
Mstep: Class 11 contains 27625 members 
Mstep: Class 12 contains 13986 members 
Mstep: Class 13 contains 144790 members 
Mstep: Class 14 contains 14630 members 
Mstep: Class 15 contains 20076 members 
Mstep: Class 16 contains 543624 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 21188 members 
Mstep: Class 19 contains 43488 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 22 contains 15578 members 
Mstep: Class 23 contains 48621 members 
Mstep: Class 24 contains 66002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146402992.000000 Penalty: 85407.304688
Iteration 52Q: 25 clusters Score -1.46403e+08 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 20917 members 
Mstep: Class 3 contains 223121 members 
Mstep: Class 4 contains 20180 members 
Mstep: Class 5 contains 130295 members 
Mstep: Class 6 contains 69546 members 
Mstep: Class 7 contains 146892 members 
Mstep: Class 8 contains 48445 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 30502 members 
Mstep: Class 11 contains 27722 members 
Mstep: Class 12 contains 13930 members 
Mstep: Class 13 contains 144867 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 543274 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 21315 members 
Mstep: Class 19 contains 43909 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 3728 members 
Mstep: Class 22 contains 15448 members 
Mstep: Class 23 contains 48568 members 
Mstep: Class 24 contains 65955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146403520.000000 Penalty: 85407.304688
Iteration 53Q: 25 clusters Score -1.464035e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 222839 members 
Mstep: Class 4 contains 20451 members 
Mstep: Class 5 contains 129646 members 
Mstep: Class 6 contains 69867 members 
Mstep: Class 7 contains 146840 members 
Mstep: Class 8 contains 48433 members 
Mstep: Class 9 contains 4329 members 
Mstep: Class 10 contains 30547 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 144948 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 19986 members 
Mstep: Class 16 contains 543042 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 21420 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 24016 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 48519 members 
Mstep: Class 24 contains 65933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146403952.000000 Penalty: 85407.304688
Iteration 54Q: 25 clusters Score -1.46404e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 222595 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 128966 members 
Mstep: Class 6 contains 70196 members 
Mstep: Class 7 contains 146789 members 
Mstep: Class 8 contains 48447 members 
Mstep: Class 9 contains 4150 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 27839 members 
Mstep: Class 12 contains 13808 members 
Mstep: Class 13 contains 144969 members 
Mstep: Class 14 contains 14610 members 
Mstep: Class 15 contains 19955 members 
Mstep: Class 16 contains 542870 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 21511 members 
Mstep: Class 19 contains 44624 members 
Mstep: Class 20 contains 24048 members 
Mstep: Class 21 contains 3713 members 
Mstep: Class 22 contains 15261 members 
Mstep: Class 23 contains 48485 members 
Mstep: Class 24 contains 65909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146404544.000000 Penalty: 85407.304688
Iteration 55Q: 25 clusters Score -1.464045e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 21624 members 
Mstep: Class 3 contains 222376 members 
Mstep: Class 4 contains 20871 members 
Mstep: Class 5 contains 128313 members 
Mstep: Class 6 contains 70572 members 
Mstep: Class 7 contains 146753 members 
Mstep: Class 8 contains 48436 members 
Mstep: Class 9 contains 3981 members 
Mstep: Class 10 contains 30569 members 
Mstep: Class 11 contains 27956 members 
Mstep: Class 12 contains 13750 members 
Mstep: Class 13 contains 144948 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 19927 members 
Mstep: Class 16 contains 542736 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 21577 members 
Mstep: Class 19 contains 44945 members 
Mstep: Class 20 contains 24072 members 
Mstep: Class 21 contains 3711 members 
Mstep: Class 22 contains 15195 members 
Mstep: Class 23 contains 48428 members 
Mstep: Class 24 contains 65885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146404736.000000 Penalty: 85407.304688
Iteration 56Q: 25 clusters Score -1.464047e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 21773 members 
Mstep: Class 3 contains 222180 members 
Mstep: Class 4 contains 21039 members 
Mstep: Class 5 contains 127690 members 
Mstep: Class 6 contains 70981 members 
Mstep: Class 7 contains 146723 members 
Mstep: Class 8 contains 48432 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 30570 members 
Mstep: Class 11 contains 28045 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 144920 members 
Mstep: Class 14 contains 14612 members 
Mstep: Class 15 contains 19901 members 
Mstep: Class 16 contains 542657 members 
Mstep: Class 17 contains 3268 members 
Mstep: Class 18 contains 21615 members 
Mstep: Class 19 contains 45218 members 
Mstep: Class 20 contains 24112 members 
Mstep: Class 21 contains 3711 members 
Mstep: Class 22 contains 15135 members 
Mstep: Class 23 contains 48361 members 
Mstep: Class 24 contains 65870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146404864.000000 Penalty: 85407.304688
Iteration 57Q: 25 clusters Score -1.464049e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21893 members 
Mstep: Class 3 contains 221998 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 127111 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 146693 members 
Mstep: Class 8 contains 48413 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 30578 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 144897 members 
Mstep: Class 14 contains 14610 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 542550 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 21662 members 
Mstep: Class 19 contains 45468 members 
Mstep: Class 20 contains 24132 members 
Mstep: Class 21 contains 3710 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 48308 members 
Mstep: Class 24 contains 65866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146405248.000000 Penalty: 85407.304688
Iteration 58Q: 25 clusters Score -1.464052e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 221839 members 
Mstep: Class 4 contains 21333 members 
Mstep: Class 5 contains 126554 members 
Mstep: Class 6 contains 71740 members 
Mstep: Class 7 contains 146676 members 
Mstep: Class 8 contains 48422 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 30596 members 
Mstep: Class 11 contains 28309 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 13 contains 144877 members 
Mstep: Class 14 contains 14624 members 
Mstep: Class 15 contains 19872 members 
Mstep: Class 16 contains 542394 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 21697 members 
Mstep: Class 19 contains 45707 members 
Mstep: Class 20 contains 24161 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 48257 members 
Mstep: Class 24 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146405376.000000 Penalty: 85407.304688
Iteration 59Q: 25 clusters Score -1.464054e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 221683 members 
Mstep: Class 4 contains 21463 members 
Mstep: Class 5 contains 125995 members 
Mstep: Class 6 contains 72108 members 
Mstep: Class 7 contains 146659 members 
Mstep: Class 8 contains 48445 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 30633 members 
Mstep: Class 11 contains 28451 members 
Mstep: Class 12 contains 13482 members 
Mstep: Class 13 contains 144868 members 
Mstep: Class 14 contains 14623 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 542228 members 
Mstep: Class 17 contains 3320 members 
Mstep: Class 18 contains 21728 members 
Mstep: Class 19 contains 45920 members 
Mstep: Class 20 contains 24178 members 
Mstep: Class 21 contains 3706 members 
Mstep: Class 22 contains 14994 members 
Mstep: Class 23 contains 48205 members 
Mstep: Class 24 contains 65829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146405680.000000 Penalty: 85407.304688
Iteration 60F: 25 clusters Score -1.464057e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 22216 members 
Mstep: Class 3 contains 221556 members 
Mstep: Class 4 contains 21568 members 
Mstep: Class 5 contains 125436 members 
Mstep: Class 6 contains 72496 members 
Mstep: Class 7 contains 146664 members 
Mstep: Class 8 contains 48452 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 30690 members 
Mstep: Class 11 contains 28570 members 
Mstep: Class 12 contains 13434 members 
Mstep: Class 13 contains 144886 members 
Mstep: Class 14 contains 14624 members 
Mstep: Class 15 contains 19815 members 
Mstep: Class 16 contains 542073 members 
Mstep: Class 17 contains 3329 members 
Mstep: Class 18 contains 21832 members 
Mstep: Class 19 contains 46093 members 
Mstep: Class 20 contains 24184 members 
Mstep: Class 21 contains 3702 members 
Mstep: Class 22 contains 14875 members 
Mstep: Class 23 contains 48140 members 
Mstep: Class 24 contains 65832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146405824.000000 Penalty: 85407.304688
Iteration 61Q: 25 clusters Score -1.464058e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 22326 members 
Mstep: Class 3 contains 221439 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 124938 members 
Mstep: Class 6 contains 72839 members 
Mstep: Class 7 contains 146671 members 
Mstep: Class 8 contains 48462 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 30740 members 
Mstep: Class 11 contains 28675 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 144869 members 
Mstep: Class 14 contains 14619 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 541998 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 21912 members 
Mstep: Class 19 contains 46250 members 
Mstep: Class 20 contains 24190 members 
Mstep: Class 21 contains 3695 members 
Mstep: Class 22 contains 14774 members 
Mstep: Class 23 contains 48075 members 
Mstep: Class 24 contains 65820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146405984.000000 Penalty: 85407.304688
Iteration 62Q: 25 clusters Score -1.46406e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 22435 members 
Mstep: Class 3 contains 221330 members 
Mstep: Class 4 contains 21735 members 
Mstep: Class 5 contains 124429 members 
Mstep: Class 6 contains 73169 members 
Mstep: Class 7 contains 146686 members 
Mstep: Class 8 contains 48488 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 30783 members 
Mstep: Class 11 contains 28782 members 
Mstep: Class 12 contains 13311 members 
Mstep: Class 13 contains 144850 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 19709 members 
Mstep: Class 16 contains 541928 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 21975 members 
Mstep: Class 19 contains 46402 members 
Mstep: Class 20 contains 24219 members 
Mstep: Class 21 contains 3688 members 
Mstep: Class 22 contains 14705 members 
Mstep: Class 23 contains 48017 members 
Mstep: Class 24 contains 65830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146406368.000000 Penalty: 85407.304688
Iteration 63Q: 25 clusters Score -1.464064e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 22521 members 
Mstep: Class 3 contains 221247 members 
Mstep: Class 4 contains 21790 members 
Mstep: Class 5 contains 123968 members 
Mstep: Class 6 contains 73513 members 
Mstep: Class 7 contains 146703 members 
Mstep: Class 8 contains 48499 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 28896 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 144846 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 19634 members 
Mstep: Class 16 contains 541830 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 19 contains 46550 members 
Mstep: Class 20 contains 24238 members 
Mstep: Class 21 contains 3688 members 
Mstep: Class 22 contains 14621 members 
Mstep: Class 23 contains 47960 members 
Mstep: Class 24 contains 65826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146406608.000000 Penalty: 85407.304688
Iteration 64Q: 25 clusters Score -1.464066e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 22606 members 
Mstep: Class 3 contains 221163 members 
Mstep: Class 4 contains 21842 members 
Mstep: Class 5 contains 123519 members 
Mstep: Class 6 contains 73866 members 
Mstep: Class 7 contains 146709 members 
Mstep: Class 8 contains 48521 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 30810 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 13167 members 
Mstep: Class 13 contains 144843 members 
Mstep: Class 14 contains 14601 members 
Mstep: Class 15 contains 19492 members 
Mstep: Class 16 contains 541769 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 22162 members 
Mstep: Class 19 contains 46675 members 
Mstep: Class 20 contains 24247 members 
Mstep: Class 21 contains 3685 members 
Mstep: Class 22 contains 14581 members 
Mstep: Class 23 contains 47901 members 
Mstep: Class 24 contains 65837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146407344.000000 Penalty: 85407.304688
Iteration 65Q: 25 clusters Score -1.464073e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 22701 members 
Mstep: Class 3 contains 221086 members 
Mstep: Class 4 contains 21896 members 
Mstep: Class 5 contains 123081 members 
Mstep: Class 6 contains 74185 members 
Mstep: Class 7 contains 146717 members 
Mstep: Class 8 contains 48541 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 30817 members 
Mstep: Class 11 contains 29076 members 
Mstep: Class 12 contains 13093 members 
Mstep: Class 13 contains 144872 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 19265 members 
Mstep: Class 16 contains 541709 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 22348 members 
Mstep: Class 19 contains 46769 members 
Mstep: Class 20 contains 24261 members 
Mstep: Class 21 contains 3687 members 
Mstep: Class 22 contains 14535 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 65848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146408000.000000 Penalty: 85407.304688
Iteration 66Q: 25 clusters Score -1.46408e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22797 members 
Mstep: Class 3 contains 220965 members 
Mstep: Class 4 contains 21952 members 
Mstep: Class 5 contains 122627 members 
Mstep: Class 6 contains 74530 members 
Mstep: Class 7 contains 146736 members 
Mstep: Class 8 contains 48553 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 30782 members 
Mstep: Class 11 contains 29159 members 
Mstep: Class 12 contains 13019 members 
Mstep: Class 13 contains 144909 members 
Mstep: Class 14 contains 14599 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 16 contains 541723 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 22666 members 
Mstep: Class 19 contains 46852 members 
Mstep: Class 20 contains 24327 members 
Mstep: Class 21 contains 3687 members 
Mstep: Class 22 contains 14441 members 
Mstep: Class 23 contains 47786 members 
Mstep: Class 24 contains 65875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146410752.000000 Penalty: 85407.304688
Iteration 67Q: 25 clusters Score -1.464108e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 22894 members 
Mstep: Class 3 contains 220845 members 
Mstep: Class 4 contains 22006 members 
Mstep: Class 5 contains 122182 members 
Mstep: Class 6 contains 74865 members 
Mstep: Class 7 contains 146742 members 
Mstep: Class 8 contains 48575 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 30714 members 
Mstep: Class 11 contains 29237 members 
Mstep: Class 12 contains 12956 members 
Mstep: Class 13 contains 144943 members 
Mstep: Class 14 contains 14601 members 
Mstep: Class 15 contains 18624 members 
Mstep: Class 16 contains 541801 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 22835 members 
Mstep: Class 19 contains 46940 members 
Mstep: Class 20 contains 24441 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 47719 members 
Mstep: Class 24 contains 65944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412352.000000 Penalty: 85407.304688
Iteration 68Q: 25 clusters Score -1.464124e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 220744 members 
Mstep: Class 4 contains 22060 members 
Mstep: Class 5 contains 121772 members 
Mstep: Class 6 contains 75174 members 
Mstep: Class 7 contains 146740 members 
Mstep: Class 8 contains 48602 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 30649 members 
Mstep: Class 11 contains 29307 members 
Mstep: Class 12 contains 12910 members 
Mstep: Class 13 contains 144959 members 
Mstep: Class 14 contains 14596 members 
Mstep: Class 15 contains 18593 members 
Mstep: Class 16 contains 541906 members 
Mstep: Class 17 contains 3420 members 
Mstep: Class 18 contains 22678 members 
Mstep: Class 19 contains 47024 members 
Mstep: Class 20 contains 24609 members 
Mstep: Class 21 contains 3680 members 
Mstep: Class 22 contains 14072 members 
Mstep: Class 23 contains 47673 members 
Mstep: Class 24 contains 66017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412144.000000 Penalty: 85407.304688
Iteration 69Q: 25 clusters Score -1.464121e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23043 members 
Mstep: Class 3 contains 220644 members 
Mstep: Class 4 contains 22109 members 
Mstep: Class 5 contains 121363 members 
Mstep: Class 6 contains 75487 members 
Mstep: Class 7 contains 146739 members 
Mstep: Class 8 contains 48618 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 30612 members 
Mstep: Class 11 contains 29368 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 13 contains 144985 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 541997 members 
Mstep: Class 17 contains 3429 members 
Mstep: Class 18 contains 22456 members 
Mstep: Class 19 contains 47099 members 
Mstep: Class 20 contains 24779 members 
Mstep: Class 21 contains 3678 members 
Mstep: Class 22 contains 13948 members 
Mstep: Class 23 contains 47623 members 
Mstep: Class 24 contains 66061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412272.000000 Penalty: 85407.304688
Iteration 70Q: 25 clusters Score -1.464123e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 23102 members 
Mstep: Class 3 contains 220534 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 120975 members 
Mstep: Class 6 contains 75797 members 
Mstep: Class 7 contains 146734 members 
Mstep: Class 8 contains 48634 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 30557 members 
Mstep: Class 11 contains 29421 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 13 contains 145005 members 
Mstep: Class 14 contains 14594 members 
Mstep: Class 15 contains 18587 members 
Mstep: Class 16 contains 542098 members 
Mstep: Class 17 contains 3434 members 
Mstep: Class 18 contains 22241 members 
Mstep: Class 19 contains 47170 members 
Mstep: Class 20 contains 24929 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 13866 members 
Mstep: Class 23 contains 47574 members 
Mstep: Class 24 contains 66098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146411872.000000 Penalty: 85407.304688
Iteration 71Q: 25 clusters Score -1.464119e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 220423 members 
Mstep: Class 4 contains 22207 members 
Mstep: Class 5 contains 120597 members 
Mstep: Class 6 contains 76123 members 
Mstep: Class 7 contains 146731 members 
Mstep: Class 8 contains 48647 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 30521 members 
Mstep: Class 11 contains 29473 members 
Mstep: Class 12 contains 12791 members 
Mstep: Class 13 contains 145016 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 542165 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 22048 members 
Mstep: Class 19 contains 47246 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 3675 members 
Mstep: Class 22 contains 13805 members 
Mstep: Class 23 contains 47517 members 
Mstep: Class 24 contains 66125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146411616.000000 Penalty: 85407.304688
Iteration 72Q: 25 clusters Score -1.464116e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 23205 members 
Mstep: Class 3 contains 220333 members 
Mstep: Class 4 contains 22242 members 
Mstep: Class 5 contains 120218 members 
Mstep: Class 6 contains 76447 members 
Mstep: Class 7 contains 146730 members 
Mstep: Class 8 contains 48668 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 30480 members 
Mstep: Class 11 contains 29533 members 
Mstep: Class 12 contains 12748 members 
Mstep: Class 13 contains 145019 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 542227 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 21859 members 
Mstep: Class 19 contains 47313 members 
Mstep: Class 20 contains 25200 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 13764 members 
Mstep: Class 23 contains 47463 members 
Mstep: Class 24 contains 66149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146411968.000000 Penalty: 85407.304688
Iteration 73Q: 25 clusters Score -1.46412e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 23262 members 
Mstep: Class 3 contains 220256 members 
Mstep: Class 4 contains 22276 members 
Mstep: Class 5 contains 119816 members 
Mstep: Class 6 contains 76782 members 
Mstep: Class 7 contains 146734 members 
Mstep: Class 8 contains 48680 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 30440 members 
Mstep: Class 11 contains 29586 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 13 contains 145026 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 542235 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 21720 members 
Mstep: Class 19 contains 47376 members 
Mstep: Class 20 contains 25320 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 13722 members 
Mstep: Class 23 contains 47410 members 
Mstep: Class 24 contains 66177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146411936.000000 Penalty: 85407.304688
Iteration 74Q: 25 clusters Score -1.464119e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 23324 members 
Mstep: Class 3 contains 220166 members 
Mstep: Class 4 contains 22303 members 
Mstep: Class 5 contains 119415 members 
Mstep: Class 6 contains 77128 members 
Mstep: Class 7 contains 146746 members 
Mstep: Class 8 contains 48688 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 30391 members 
Mstep: Class 11 contains 29648 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 13 contains 145039 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 542252 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 21605 members 
Mstep: Class 19 contains 47426 members 
Mstep: Class 20 contains 25405 members 
Mstep: Class 21 contains 3672 members 
Mstep: Class 22 contains 13699 members 
Mstep: Class 23 contains 47357 members 
Mstep: Class 24 contains 66196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412336.000000 Penalty: 85407.304688
Iteration 75Q: 25 clusters Score -1.464123e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 23366 members 
Mstep: Class 3 contains 220084 members 
Mstep: Class 4 contains 22329 members 
Mstep: Class 5 contains 119038 members 
Mstep: Class 6 contains 77475 members 
Mstep: Class 7 contains 146756 members 
Mstep: Class 8 contains 48703 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 30350 members 
Mstep: Class 11 contains 29701 members 
Mstep: Class 12 contains 12677 members 
Mstep: Class 13 contains 145045 members 
Mstep: Class 14 contains 14596 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 542262 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 47473 members 
Mstep: Class 20 contains 25494 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13687 members 
Mstep: Class 23 contains 47317 members 
Mstep: Class 24 contains 66211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412448.000000 Penalty: 85407.304688
Iteration 76Q: 25 clusters Score -1.464124e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 220017 members 
Mstep: Class 4 contains 22346 members 
Mstep: Class 5 contains 118661 members 
Mstep: Class 6 contains 77799 members 
Mstep: Class 7 contains 146764 members 
Mstep: Class 8 contains 48715 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 30302 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 145042 members 
Mstep: Class 14 contains 14599 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 542265 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 21396 members 
Mstep: Class 19 contains 47521 members 
Mstep: Class 20 contains 25567 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13674 members 
Mstep: Class 23 contains 47270 members 
Mstep: Class 24 contains 66227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412416.000000 Penalty: 85407.304688
Iteration 77Q: 25 clusters Score -1.464124e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 23456 members 
Mstep: Class 3 contains 219940 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 118267 members 
Mstep: Class 6 contains 78149 members 
Mstep: Class 7 contains 146782 members 
Mstep: Class 8 contains 48728 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 30257 members 
Mstep: Class 11 contains 29838 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 145021 members 
Mstep: Class 14 contains 14604 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 542289 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 21305 members 
Mstep: Class 19 contains 47554 members 
Mstep: Class 20 contains 25659 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13666 members 
Mstep: Class 23 contains 47235 members 
Mstep: Class 24 contains 66233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412400.000000 Penalty: 85407.304688
Iteration 78Q: 25 clusters Score -1.464124e+08 nChanged 1261
Entering ConstructFrom: 
Score: -146412400.000000 Penalty: 85407.304688
Entering ConstructFrom: 
Trying to split cluster 1 (22713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Entering Unmasked Estep 
Score: -1986850.875000 Penalty: 2487.611816
	Iteration 0F: 2 clusters Score -1986851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1970998.500000 Penalty: 4975.223633
	Iteration 0F: 3 clusters Score -1970998 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1976405.000000 Penalty: 4975.223633
	Iteration 1F: 3 clusters Score -1976405 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1976851.875000 Penalty: 4975.223633
	Iteration 2F: 3 clusters Score -1976852 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1977328.250000 Penalty: 4975.223633
	Iteration 3Q: 3 clusters Score -1977328 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1977904.750000 Penalty: 4975.223633
	Iteration 4F: 3 clusters Score -1977905 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1978684.375000 Penalty: 4975.223633
	Iteration 5F: 3 clusters Score -1978684 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1979784.250000 Penalty: 4975.223633
	Iteration 6F: 3 clusters Score -1979784 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1981112.750000 Penalty: 4975.223633
	Iteration 7F: 3 clusters Score -1981113 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1982437.500000 Penalty: 4975.223633
	Iteration 8F: 3 clusters Score -1982438 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1983432.250000 Penalty: 4975.223633
	Iteration 9Q: 3 clusters Score -1983432 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1984034.250000 Penalty: 4975.223633
	Iteration 10Q: 3 clusters Score -1984034 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1984334.625000 Penalty: 4975.223633
	Iteration 11Q: 3 clusters Score -1984335 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1984494.125000 Penalty: 4975.223633
	Iteration 12Q: 3 clusters Score -1984494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1984590.625000 Penalty: 4975.223633
	Iteration 13Q: 3 clusters Score -1984591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1984646.375000 Penalty: 4975.223633
	Iteration 14Q: 3 clusters Score -1984646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1984677.500000 Penalty: 4975.223633
	Iteration 15Q: 3 clusters Score -1984678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1984703.875000 Penalty: 4975.223633
	Iteration 16Q: 3 clusters Score -1984704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1984722.875000 Penalty: 4975.223633
	Iteration 17Q: 3 clusters Score -1984723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1984735.500000 Penalty: 4975.223633
	Iteration 18Q: 3 clusters Score -1984736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1984742.625000 Penalty: 4975.223633
	Iteration 19Q: 3 clusters Score -1984743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1984745.250000 Penalty: 4975.223633
	Iteration 20F: 3 clusters Score -1984745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1984752.750000 Penalty: 4975.223633
	Iteration 21Q: 3 clusters Score -1984753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1984754.375000 Penalty: 4975.223633
	Iteration 22Q: 3 clusters Score -1984754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1984754.125000 Penalty: 4975.223633
	Iteration 23Q: 3 clusters Score -1984754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1984756.875000 Penalty: 4975.223633
	Iteration 24Q: 3 clusters Score -1984757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1984757.625000 Penalty: 4975.223633
	Iteration 25Q: 3 clusters Score -1984758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1984757.625000 Penalty: 4975.223633
	Iteration 26F: 3 clusters Score -1984758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Entering Unmasked Estep 
Score: -2115460.000000 Penalty: 2496.260010
	Iteration 0F: 2 clusters Score -2115460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2099320.500000 Penalty: 4992.520020
	Iteration 0F: 3 clusters Score -2099320 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2106120.750000 Penalty: 4992.520020
	Iteration 1F: 3 clusters Score -2106121 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2107769.250000 Penalty: 4992.520020
	Iteration 2F: 3 clusters Score -2107769 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2109738.500000 Penalty: 4992.520020
	Iteration 3F: 3 clusters Score -2109738 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2111949.500000 Penalty: 4992.520020
	Iteration 4F: 3 clusters Score -2111950 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2114064.250000 Penalty: 4992.520020
	Iteration 5F: 3 clusters Score -2114064 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2115631.500000 Penalty: 4992.520020
	Iteration 6F: 3 clusters Score -2115632 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2116645.000000 Penalty: 4992.520020
	Iteration 7Q: 3 clusters Score -2116645 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2117289.500000 Penalty: 4992.520020
	Iteration 8Q: 3 clusters Score -2117290 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2117658.750000 Penalty: 4992.520020
	Iteration 9Q: 3 clusters Score -2117659 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2117923.000000 Penalty: 4992.520020
	Iteration 10Q: 3 clusters Score -2117923 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2118160.750000 Penalty: 4992.520020
	Iteration 11Q: 3 clusters Score -2118161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2118356.250000 Penalty: 4992.520020
	Iteration 12Q: 3 clusters Score -2118356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2118472.250000 Penalty: 4992.520020
	Iteration 13Q: 3 clusters Score -2118472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2118536.000000 Penalty: 4992.520020
	Iteration 14Q: 3 clusters Score -2118536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2118584.750000 Penalty: 4992.520020
	Iteration 15Q: 3 clusters Score -2118585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2118620.000000 Penalty: 4992.520020
	Iteration 16Q: 3 clusters Score -2118620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2118640.250000 Penalty: 4992.520020
	Iteration 17Q: 3 clusters Score -2118640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2118654.500000 Penalty: 4992.520020
	Iteration 18Q: 3 clusters Score -2118654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2118657.750000 Penalty: 4992.520020
	Iteration 19Q: 3 clusters Score -2118658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2118661.750000 Penalty: 4992.520020
	Iteration 20F: 3 clusters Score -2118662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2118666.000000 Penalty: 4992.520020
	Iteration 21Q: 3 clusters Score -2118666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2118672.000000 Penalty: 4992.520020
	Iteration 22Q: 3 clusters Score -2118672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2118677.750000 Penalty: 4992.520020
	Iteration 23Q: 3 clusters Score -2118678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2118679.750000 Penalty: 4992.520020
	Iteration 24Q: 3 clusters Score -2118680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2118679.750000 Penalty: 4992.520020
	Iteration 25F: 3 clusters Score -2118680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 30216 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 21216 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 25768 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13644 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Mstep: Class 25 contains 23268 members 
Entering Unmasked Estep 
Score: -146414576.000000 Penalty: 88965.937500
Splitting cluster 2 changes total score from -146412400.000000 to -146414576.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (219883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219883 members 
Entering Unmasked Estep 
Score: -19536992.000000 Penalty: 3050.611084
	Iteration 0F: 2 clusters Score -1.953699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -19389702.000000 Penalty: 6101.222168
	Iteration 0F: 3 clusters Score -1.93897e+07 nChanged 105638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -19451792.000000 Penalty: 6101.222168
	Iteration 1F: 3 clusters Score -1.945179e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113904 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -19453144.000000 Penalty: 6101.222168
	Iteration 2Q: 3 clusters Score -1.945314e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -19455178.000000 Penalty: 6101.222168
	Iteration 3Q: 3 clusters Score -1.945518e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -19457388.000000 Penalty: 6101.222168
	Iteration 4Q: 3 clusters Score -1.945739e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -19460532.000000 Penalty: 6101.222168
	Iteration 5Q: 3 clusters Score -1.946053e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -19464596.000000 Penalty: 6101.222168
	Iteration 6Q: 3 clusters Score -1.94646e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -19469444.000000 Penalty: 6101.222168
	Iteration 7Q: 3 clusters Score -1.946944e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -19476538.000000 Penalty: 6101.222168
	Iteration 8F: 3 clusters Score -1.947654e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163089 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -19486878.000000 Penalty: 6101.222168
	Iteration 9F: 3 clusters Score -1.948688e+07 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178677 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -19499758.000000 Penalty: 6101.222168
	Iteration 10F: 3 clusters Score -1.949976e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193368 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -19512020.000000 Penalty: 6101.222168
	Iteration 11F: 3 clusters Score -1.951202e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204891 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -19522220.000000 Penalty: 6101.222168
	Iteration 12F: 3 clusters Score -1.952222e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212348 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -19528428.000000 Penalty: 6101.222168
	Iteration 13Q: 3 clusters Score -1.952843e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216338 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -19531654.000000 Penalty: 6101.222168
	Iteration 14Q: 3 clusters Score -1.953165e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218252 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19533156.000000 Penalty: 6101.222168
	Iteration 15Q: 3 clusters Score -1.953316e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218964 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -19533724.000000 Penalty: 6101.222168
	Iteration 16Q: 3 clusters Score -1.953372e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219240 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -19533948.000000 Penalty: 6101.222168
	Iteration 17Q: 3 clusters Score -1.953395e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219357 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -19534072.000000 Penalty: 6101.222168
	Iteration 18Q: 3 clusters Score -1.953407e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19534160.000000 Penalty: 6101.222168
	Iteration 19Q: 3 clusters Score -1.953416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19534194.000000 Penalty: 6101.222168
	Iteration 20F: 3 clusters Score -1.953419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219479 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19534232.000000 Penalty: 6101.222168
	Iteration 21Q: 3 clusters Score -1.953423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219496 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -19534250.000000 Penalty: 6101.222168
	Iteration 22Q: 3 clusters Score -1.953425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219503 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19534272.000000 Penalty: 6101.222168
	Iteration 23Q: 3 clusters Score -1.953427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219511 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19534276.000000 Penalty: 6101.222168
	Iteration 24Q: 3 clusters Score -1.953428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19534286.000000 Penalty: 6101.222168
	Iteration 25Q: 3 clusters Score -1.953429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219522 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19534282.000000 Penalty: 6101.222168
	Iteration 26Q: 3 clusters Score -1.953428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219524 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19534286.000000 Penalty: 6101.222168
	Iteration 27Q: 3 clusters Score -1.953429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219525 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19534296.000000 Penalty: 6101.222168
	Iteration 28Q: 3 clusters Score -1.95343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219525 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19534294.000000 Penalty: 6101.222168
	Iteration 29Q: 3 clusters Score -1.953429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219524 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19534298.000000 Penalty: 6101.222168
	Iteration 30Q: 3 clusters Score -1.95343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219524 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19534280.000000 Penalty: 6101.222168
	Iteration 31Q: 3 clusters Score -1.953428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219528 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19534284.000000 Penalty: 6101.222168
	Iteration 32Q: 3 clusters Score -1.953428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219531 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19534284.000000 Penalty: 6101.222168
	Iteration 33Q: 3 clusters Score -1.953428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219532 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19534290.000000 Penalty: 6101.222168
	Iteration 34Q: 3 clusters Score -1.953429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219533 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19534276.000000 Penalty: 6101.222168
	Iteration 35Q: 3 clusters Score -1.953428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219533 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19534276.000000 Penalty: 6101.222168
	Iteration 36F: 3 clusters Score -1.953428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Entering Unmasked Estep 
Score: -1982775.125000 Penalty: 2483.882324
	Iteration 0F: 2 clusters Score -1982775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1967309.250000 Penalty: 4967.764648
	Iteration 0F: 3 clusters Score -1967309 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1972589.500000 Penalty: 4967.764648
	Iteration 1F: 3 clusters Score -1972590 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1973067.250000 Penalty: 4967.764648
	Iteration 2F: 3 clusters Score -1973067 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1973560.500000 Penalty: 4967.764648
	Iteration 3Q: 3 clusters Score -1973560 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1974116.250000 Penalty: 4967.764648
	Iteration 4F: 3 clusters Score -1974116 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1974678.625000 Penalty: 4967.764648
	Iteration 5F: 3 clusters Score -1974679 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1975327.875000 Penalty: 4967.764648
	Iteration 6F: 3 clusters Score -1975328 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1976055.375000 Penalty: 4967.764648
	Iteration 7F: 3 clusters Score -1976055 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1976808.375000 Penalty: 4967.764648
	Iteration 8F: 3 clusters Score -1976808 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1977536.500000 Penalty: 4967.764648
	Iteration 9Q: 3 clusters Score -1977536 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1978234.500000 Penalty: 4967.764648
	Iteration 10Q: 3 clusters Score -1978234 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1978747.000000 Penalty: 4967.764648
	Iteration 11Q: 3 clusters Score -1978747 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1979135.750000 Penalty: 4967.764648
	Iteration 12Q: 3 clusters Score -1979136 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1979398.125000 Penalty: 4967.764648
	Iteration 13Q: 3 clusters Score -1979398 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1979621.500000 Penalty: 4967.764648
	Iteration 14Q: 3 clusters Score -1979622 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1979810.250000 Penalty: 4967.764648
	Iteration 15Q: 3 clusters Score -1979810 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1979949.625000 Penalty: 4967.764648
	Iteration 16Q: 3 clusters Score -1979950 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1980066.500000 Penalty: 4967.764648
	Iteration 17Q: 3 clusters Score -1980066 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1980177.000000 Penalty: 4967.764648
	Iteration 18Q: 3 clusters Score -1980177 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1980258.125000 Penalty: 4967.764648
	Iteration 19Q: 3 clusters Score -1980258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1980312.375000 Penalty: 4967.764648
	Iteration 20F: 3 clusters Score -1980312 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1980362.375000 Penalty: 4967.764648
	Iteration 21Q: 3 clusters Score -1980362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1980402.375000 Penalty: 4967.764648
	Iteration 22Q: 3 clusters Score -1980402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1980445.125000 Penalty: 4967.764648
	Iteration 23Q: 3 clusters Score -1980445 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1980501.375000 Penalty: 4967.764648
	Iteration 24Q: 3 clusters Score -1980501 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1980547.500000 Penalty: 4967.764648
	Iteration 25Q: 3 clusters Score -1980548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1980586.875000 Penalty: 4967.764648
	Iteration 26Q: 3 clusters Score -1980587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1980620.375000 Penalty: 4967.764648
	Iteration 27Q: 3 clusters Score -1980620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1980640.000000 Penalty: 4967.764648
	Iteration 28Q: 3 clusters Score -1980640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1980660.000000 Penalty: 4967.764648
	Iteration 29Q: 3 clusters Score -1980660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1980678.000000 Penalty: 4967.764648
	Iteration 30Q: 3 clusters Score -1980678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1980696.250000 Penalty: 4967.764648
	Iteration 31Q: 3 clusters Score -1980696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1980712.250000 Penalty: 4967.764648
	Iteration 32Q: 3 clusters Score -1980712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1980720.375000 Penalty: 4967.764648
	Iteration 33Q: 3 clusters Score -1980720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1980722.750000 Penalty: 4967.764648
	Iteration 34Q: 3 clusters Score -1980723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1980729.125000 Penalty: 4967.764648
	Iteration 35Q: 3 clusters Score -1980729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1980747.875000 Penalty: 4967.764648
	Iteration 36Q: 3 clusters Score -1980748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1980762.000000 Penalty: 4967.764648
	Iteration 37Q: 3 clusters Score -1980762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1980774.750000 Penalty: 4967.764648
	Iteration 38Q: 3 clusters Score -1980775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1980783.625000 Penalty: 4967.764648
	Iteration 39Q: 3 clusters Score -1980784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1980791.625000 Penalty: 4967.764648
	Iteration 40F: 3 clusters Score -1980792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1980801.375000 Penalty: 4967.764648
	Iteration 41Q: 3 clusters Score -1980801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1980806.250000 Penalty: 4967.764648
	Iteration 42Q: 3 clusters Score -1980806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1980809.375000 Penalty: 4967.764648
	Iteration 43Q: 3 clusters Score -1980809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1980818.375000 Penalty: 4967.764648
	Iteration 44Q: 3 clusters Score -1980818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1980824.250000 Penalty: 4967.764648
	Iteration 45Q: 3 clusters Score -1980824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1980827.000000 Penalty: 4967.764648
	Iteration 46Q: 3 clusters Score -1980827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1980833.875000 Penalty: 4967.764648
	Iteration 47Q: 3 clusters Score -1980834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1980842.125000 Penalty: 4967.764648
	Iteration 48Q: 3 clusters Score -1980842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1980848.625000 Penalty: 4967.764648
	Iteration 49Q: 3 clusters Score -1980849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1980854.750000 Penalty: 4967.764648
	Iteration 50Q: 3 clusters Score -1980855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1980864.000000 Penalty: 4967.764648
	Iteration 51Q: 3 clusters Score -1980864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1980864.750000 Penalty: 4967.764648
	Iteration 52Q: 3 clusters Score -1980865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1980871.750000 Penalty: 4967.764648
	Iteration 53Q: 3 clusters Score -1980872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1980876.625000 Penalty: 4967.764648
	Iteration 54Q: 3 clusters Score -1980877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1980884.375000 Penalty: 4967.764648
	Iteration 55Q: 3 clusters Score -1980884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1980884.375000 Penalty: 4967.764648
	Iteration 56Q: 3 clusters Score -1980884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1980895.500000 Penalty: 4967.764648
	Iteration 57Q: 3 clusters Score -1980896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1980896.125000 Penalty: 4967.764648
	Iteration 58Q: 3 clusters Score -1980896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1980894.375000 Penalty: 4967.764648
	Iteration 59Q: 3 clusters Score -1980894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1980895.625000 Penalty: 4967.764648
	Iteration 60F: 3 clusters Score -1980896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1980899.375000 Penalty: 4967.764648
	Iteration 61Q: 3 clusters Score -1980899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1980901.000000 Penalty: 4967.764648
	Iteration 62Q: 3 clusters Score -1980901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1980901.000000 Penalty: 4967.764648
	Iteration 63F: 3 clusters Score -1980901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Entering Unmasked Estep 
Score: -10510529.000000 Penalty: 2895.868164
	Iteration 0F: 2 clusters Score -1.051053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -10431784.000000 Penalty: 5791.736328
	Iteration 0F: 3 clusters Score -1.043178e+07 nChanged 55985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -10463966.000000 Penalty: 5791.736328
	Iteration 1F: 3 clusters Score -1.046397e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -10465515.000000 Penalty: 5791.736328
	Iteration 2Q: 3 clusters Score -1.046552e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -10467743.000000 Penalty: 5791.736328
	Iteration 3Q: 3 clusters Score -1.046774e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -10471828.000000 Penalty: 5791.736328
	Iteration 4F: 3 clusters Score -1.047183e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -10478597.000000 Penalty: 5791.736328
	Iteration 5F: 3 clusters Score -1.04786e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -10488115.000000 Penalty: 5791.736328
	Iteration 6F: 3 clusters Score -1.048812e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -10497204.000000 Penalty: 5791.736328
	Iteration 7F: 3 clusters Score -1.04972e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -10503131.000000 Penalty: 5791.736328
	Iteration 8F: 3 clusters Score -1.050313e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10505867.000000 Penalty: 5791.736328
	Iteration 9Q: 3 clusters Score -1.050587e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10507009.000000 Penalty: 5791.736328
	Iteration 10Q: 3 clusters Score -1.050701e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116575 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10507494.000000 Penalty: 5791.736328
	Iteration 11Q: 3 clusters Score -1.050749e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10507749.000000 Penalty: 5791.736328
	Iteration 12Q: 3 clusters Score -1.050775e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10507854.000000 Penalty: 5791.736328
	Iteration 13Q: 3 clusters Score -1.050785e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10507926.000000 Penalty: 5791.736328
	Iteration 14Q: 3 clusters Score -1.050793e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10507985.000000 Penalty: 5791.736328
	Iteration 15Q: 3 clusters Score -1.050798e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10508008.000000 Penalty: 5791.736328
	Iteration 16Q: 3 clusters Score -1.050801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117118 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10508033.000000 Penalty: 5791.736328
	Iteration 17Q: 3 clusters Score -1.050803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10508053.000000 Penalty: 5791.736328
	Iteration 18Q: 3 clusters Score -1.050805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10508049.000000 Penalty: 5791.736328
	Iteration 19Q: 3 clusters Score -1.050805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117152 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10508059.000000 Penalty: 5791.736328
	Iteration 20F: 3 clusters Score -1.050806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10508069.000000 Penalty: 5791.736328
	Iteration 21Q: 3 clusters Score -1.050807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10508064.000000 Penalty: 5791.736328
	Iteration 22Q: 3 clusters Score -1.050806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10508072.000000 Penalty: 5791.736328
	Iteration 23Q: 3 clusters Score -1.050807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10508067.000000 Penalty: 5791.736328
	Iteration 24Q: 3 clusters Score -1.050807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10508064.000000 Penalty: 5791.736328
	Iteration 25Q: 3 clusters Score -1.050806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10508064.000000 Penalty: 5791.736328
	Iteration 26F: 3 clusters Score -1.050806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -6971138.500000 Penalty: 2795.190674
	Iteration 0F: 2 clusters Score -6971138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -6918332.000000 Penalty: 5590.381348
	Iteration 0F: 3 clusters Score -6918332 nChanged 36885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6939114.000000 Penalty: 5590.381348
	Iteration 1F: 3 clusters Score -6939114 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -6939682.000000 Penalty: 5590.381348
	Iteration 2Q: 3 clusters Score -6939682 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -6940276.500000 Penalty: 5590.381348
	Iteration 3Q: 3 clusters Score -6940276 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6940921.000000 Penalty: 5590.381348
	Iteration 4Q: 3 clusters Score -6940921 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -6941770.500000 Penalty: 5590.381348
	Iteration 5Q: 3 clusters Score -6941770 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6943213.500000 Penalty: 5590.381348
	Iteration 6Q: 3 clusters Score -6943214 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6945603.500000 Penalty: 5590.381348
	Iteration 7F: 3 clusters Score -6945604 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -6949450.500000 Penalty: 5590.381348
	Iteration 8F: 3 clusters Score -6949450 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -6954661.000000 Penalty: 5590.381348
	Iteration 9F: 3 clusters Score -6954661 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -6960239.000000 Penalty: 5590.381348
	Iteration 10F: 3 clusters Score -6960239 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -6964472.500000 Penalty: 5590.381348
	Iteration 11F: 3 clusters Score -6964472 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -6966914.500000 Penalty: 5590.381348
	Iteration 12Q: 3 clusters Score -6966914 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -6967964.500000 Penalty: 5590.381348
	Iteration 13Q: 3 clusters Score -6967964 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -6968355.000000 Penalty: 5590.381348
	Iteration 14Q: 3 clusters Score -6968355 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -6968494.000000 Penalty: 5590.381348
	Iteration 15Q: 3 clusters Score -6968494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -6968584.000000 Penalty: 5590.381348
	Iteration 16Q: 3 clusters Score -6968584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -6968624.000000 Penalty: 5590.381348
	Iteration 17Q: 3 clusters Score -6968624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -6968639.500000 Penalty: 5590.381348
	Iteration 18Q: 3 clusters Score -6968640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -6968656.000000 Penalty: 5590.381348
	Iteration 19Q: 3 clusters Score -6968656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -6968675.000000 Penalty: 5590.381348
	Iteration 20F: 3 clusters Score -6968675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -6968690.000000 Penalty: 5590.381348
	Iteration 21Q: 3 clusters Score -6968690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -6968702.000000 Penalty: 5590.381348
	Iteration 22Q: 3 clusters Score -6968702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -6968713.000000 Penalty: 5590.381348
	Iteration 23Q: 3 clusters Score -6968713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -6968711.500000 Penalty: 5590.381348
	Iteration 24Q: 3 clusters Score -6968712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -6968711.500000 Penalty: 5590.381348
	Iteration 25F: 3 clusters Score -6968712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (146798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Entering Unmasked Estep 
Score: -13211575.000000 Penalty: 2950.409424
	Iteration 0F: 2 clusters Score -1.321158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -13113345.000000 Penalty: 5900.818848
	Iteration 0F: 3 clusters Score -1.311334e+07 nChanged 69989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -13153996.000000 Penalty: 5900.818848
	Iteration 1F: 3 clusters Score -1.3154e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -13154984.000000 Penalty: 5900.818848
	Iteration 2Q: 3 clusters Score -1.315498e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -13156246.000000 Penalty: 5900.818848
	Iteration 3Q: 3 clusters Score -1.315625e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -13157767.000000 Penalty: 5900.818848
	Iteration 4Q: 3 clusters Score -1.315777e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -13159990.000000 Penalty: 5900.818848
	Iteration 5Q: 3 clusters Score -1.315999e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -13162702.000000 Penalty: 5900.818848
	Iteration 6Q: 3 clusters Score -1.31627e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -13166420.000000 Penalty: 5900.818848
	Iteration 7Q: 3 clusters Score -1.316642e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84888 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -13171117.000000 Penalty: 5900.818848
	Iteration 8F: 3 clusters Score -1.317112e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -13176341.000000 Penalty: 5900.818848
	Iteration 9F: 3 clusters Score -1.317634e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -13181145.000000 Penalty: 5900.818848
	Iteration 10F: 3 clusters Score -1.318114e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -13185276.000000 Penalty: 5900.818848
	Iteration 11Q: 3 clusters Score -1.318528e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -13188126.000000 Penalty: 5900.818848
	Iteration 12Q: 3 clusters Score -1.318813e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -13190116.000000 Penalty: 5900.818848
	Iteration 13Q: 3 clusters Score -1.319012e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -13191660.000000 Penalty: 5900.818848
	Iteration 14Q: 3 clusters Score -1.319166e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -13192876.000000 Penalty: 5900.818848
	Iteration 15Q: 3 clusters Score -1.319288e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114676 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -13194007.000000 Penalty: 5900.818848
	Iteration 16Q: 3 clusters Score -1.319401e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117596 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -13195131.000000 Penalty: 5900.818848
	Iteration 17Q: 3 clusters Score -1.319513e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -13196298.000000 Penalty: 5900.818848
	Iteration 18Q: 3 clusters Score -1.31963e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -13197508.000000 Penalty: 5900.818848
	Iteration 19Q: 3 clusters Score -1.319751e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126199 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -13198746.000000 Penalty: 5900.818848
	Iteration 20F: 3 clusters Score -1.319875e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -13200074.000000 Penalty: 5900.818848
	Iteration 21Q: 3 clusters Score -1.320007e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131836 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -13201484.000000 Penalty: 5900.818848
	Iteration 22Q: 3 clusters Score -1.320148e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134470 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -13202882.000000 Penalty: 5900.818848
	Iteration 23Q: 3 clusters Score -1.320288e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136875 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -13204256.000000 Penalty: 5900.818848
	Iteration 24Q: 3 clusters Score -1.320426e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -13205463.000000 Penalty: 5900.818848
	Iteration 25Q: 3 clusters Score -1.320546e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140679 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -13206372.000000 Penalty: 5900.818848
	Iteration 26Q: 3 clusters Score -1.320637e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -13207137.000000 Penalty: 5900.818848
	Iteration 27Q: 3 clusters Score -1.320714e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13207734.000000 Penalty: 5900.818848
	Iteration 28Q: 3 clusters Score -1.320773e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -13208131.000000 Penalty: 5900.818848
	Iteration 29Q: 3 clusters Score -1.320813e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -13208416.000000 Penalty: 5900.818848
	Iteration 30Q: 3 clusters Score -1.320842e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144775 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13208594.000000 Penalty: 5900.818848
	Iteration 31Q: 3 clusters Score -1.320859e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13208730.000000 Penalty: 5900.818848
	Iteration 32Q: 3 clusters Score -1.320873e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145253 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13208836.000000 Penalty: 5900.818848
	Iteration 33Q: 3 clusters Score -1.320884e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13208900.000000 Penalty: 5900.818848
	Iteration 34Q: 3 clusters Score -1.32089e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13208919.000000 Penalty: 5900.818848
	Iteration 35Q: 3 clusters Score -1.320892e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13208989.000000 Penalty: 5900.818848
	Iteration 36Q: 3 clusters Score -1.320899e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13209005.000000 Penalty: 5900.818848
	Iteration 37Q: 3 clusters Score -1.3209e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13209042.000000 Penalty: 5900.818848
	Iteration 38Q: 3 clusters Score -1.320904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13209084.000000 Penalty: 5900.818848
	Iteration 39Q: 3 clusters Score -1.320908e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145806 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13209105.000000 Penalty: 5900.818848
	Iteration 40F: 3 clusters Score -1.32091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13209122.000000 Penalty: 5900.818848
	Iteration 41Q: 3 clusters Score -1.320912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13209141.000000 Penalty: 5900.818848
	Iteration 42Q: 3 clusters Score -1.320914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13209150.000000 Penalty: 5900.818848
	Iteration 43Q: 3 clusters Score -1.320915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13209171.000000 Penalty: 5900.818848
	Iteration 44Q: 3 clusters Score -1.320917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145923 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13209168.000000 Penalty: 5900.818848
	Iteration 45Q: 3 clusters Score -1.320917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13209152.000000 Penalty: 5900.818848
	Iteration 46Q: 3 clusters Score -1.320915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145946 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13209163.000000 Penalty: 5900.818848
	Iteration 47Q: 3 clusters Score -1.320916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145953 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13209169.000000 Penalty: 5900.818848
	Iteration 48Q: 3 clusters Score -1.320917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13209187.000000 Penalty: 5900.818848
	Iteration 49Q: 3 clusters Score -1.320919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145977 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13209199.000000 Penalty: 5900.818848
	Iteration 50Q: 3 clusters Score -1.32092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13209193.000000 Penalty: 5900.818848
	Iteration 51Q: 3 clusters Score -1.320919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145992 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13209201.000000 Penalty: 5900.818848
	Iteration 52Q: 3 clusters Score -1.32092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145996 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13209205.000000 Penalty: 5900.818848
	Iteration 53Q: 3 clusters Score -1.32092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13209203.000000 Penalty: 5900.818848
	Iteration 54Q: 3 clusters Score -1.32092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13209202.000000 Penalty: 5900.818848
	Iteration 55Q: 3 clusters Score -1.32092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13209202.000000 Penalty: 5900.818848
	Iteration 56F: 3 clusters Score -1.32092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Entering Unmasked Estep 
Score: -4357076.500000 Penalty: 2677.010986
	Iteration 0F: 2 clusters Score -4357076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4324269.000000 Penalty: 5354.021973
	Iteration 0F: 3 clusters Score -4324269 nChanged 22422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4337282.000000 Penalty: 5354.021973
	Iteration 1F: 3 clusters Score -4337282 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4338559.500000 Penalty: 5354.021973
	Iteration 2Q: 3 clusters Score -4338560 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4339872.500000 Penalty: 5354.021973
	Iteration 3F: 3 clusters Score -4339872 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4341314.000000 Penalty: 5354.021973
	Iteration 4F: 3 clusters Score -4341314 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4342943.500000 Penalty: 5354.021973
	Iteration 5F: 3 clusters Score -4342944 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4344977.000000 Penalty: 5354.021973
	Iteration 6F: 3 clusters Score -4344977 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4347418.500000 Penalty: 5354.021973
	Iteration 7F: 3 clusters Score -4347418 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -4349687.500000 Penalty: 5354.021973
	Iteration 8F: 3 clusters Score -4349688 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4351461.000000 Penalty: 5354.021973
	Iteration 9Q: 3 clusters Score -4351461 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4352654.500000 Penalty: 5354.021973
	Iteration 10Q: 3 clusters Score -4352654 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4353491.000000 Penalty: 5354.021973
	Iteration 11Q: 3 clusters Score -4353491 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4353980.500000 Penalty: 5354.021973
	Iteration 12Q: 3 clusters Score -4353980 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4354275.500000 Penalty: 5354.021973
	Iteration 13Q: 3 clusters Score -4354276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4354499.000000 Penalty: 5354.021973
	Iteration 14Q: 3 clusters Score -4354499 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4354656.500000 Penalty: 5354.021973
	Iteration 15Q: 3 clusters Score -4354656 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4354766.000000 Penalty: 5354.021973
	Iteration 16Q: 3 clusters Score -4354766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4354847.000000 Penalty: 5354.021973
	Iteration 17Q: 3 clusters Score -4354847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4354904.500000 Penalty: 5354.021973
	Iteration 18Q: 3 clusters Score -4354904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4354947.500000 Penalty: 5354.021973
	Iteration 19Q: 3 clusters Score -4354948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4354976.000000 Penalty: 5354.021973
	Iteration 20F: 3 clusters Score -4354976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4354991.000000 Penalty: 5354.021973
	Iteration 21Q: 3 clusters Score -4354991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4355005.500000 Penalty: 5354.021973
	Iteration 22Q: 3 clusters Score -4355006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4355008.500000 Penalty: 5354.021973
	Iteration 23Q: 3 clusters Score -4355008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4355019.000000 Penalty: 5354.021973
	Iteration 24Q: 3 clusters Score -4355019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4355027.500000 Penalty: 5354.021973
	Iteration 25Q: 3 clusters Score -4355028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4355026.500000 Penalty: 5354.021973
	Iteration 26Q: 3 clusters Score -4355026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4355039.500000 Penalty: 5354.021973
	Iteration 27Q: 3 clusters Score -4355040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4355045.000000 Penalty: 5354.021973
	Iteration 28Q: 3 clusters Score -4355045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4355051.000000 Penalty: 5354.021973
	Iteration 29Q: 3 clusters Score -4355051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4355057.000000 Penalty: 5354.021973
	Iteration 30Q: 3 clusters Score -4355057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4355061.000000 Penalty: 5354.021973
	Iteration 31Q: 3 clusters Score -4355061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4355076.500000 Penalty: 5354.021973
	Iteration 32Q: 3 clusters Score -4355076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4355081.500000 Penalty: 5354.021973
	Iteration 33Q: 3 clusters Score -4355082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4355092.500000 Penalty: 5354.021973
	Iteration 34Q: 3 clusters Score -4355092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4355092.500000 Penalty: 5354.021973
	Iteration 35Q: 3 clusters Score -4355092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4355104.000000 Penalty: 5354.021973
	Iteration 36Q: 3 clusters Score -4355104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4355105.500000 Penalty: 5354.021973
	Iteration 37Q: 3 clusters Score -4355106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4355107.500000 Penalty: 5354.021973
	Iteration 38Q: 3 clusters Score -4355108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4355107.500000 Penalty: 5354.021973
	Iteration 39Q: 3 clusters Score -4355108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4355107.500000 Penalty: 5354.021973
	Iteration 40F: 3 clusters Score -4355108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4355105.000000 Penalty: 5354.021973
	Iteration 41Q: 3 clusters Score -4355105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4355107.500000 Penalty: 5354.021973
	Iteration 42Q: 3 clusters Score -4355108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4355111.500000 Penalty: 5354.021973
	Iteration 43Q: 3 clusters Score -4355112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4355111.500000 Penalty: 5354.021973
	Iteration 44F: 3 clusters Score -4355112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -289442.281250 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -289442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -286177.343750 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -286177.3 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -286829.875000 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -286829.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -286967.593750 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -286967.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287027.468750 Penalty: 3969.667969
	Iteration 3Q: 3 clusters Score -287027.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287057.250000 Penalty: 3969.667969
	Iteration 4Q: 3 clusters Score -287057.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287083.000000 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -287083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287116.718750 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -287116.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287138.656250 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -287138.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287154.593750 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -287154.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -287163.375000 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -287163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -287170.406250 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -287170.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287176.593750 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -287176.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -287182.250000 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -287182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -287186.718750 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -287186.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -287189.125000 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -287189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -287190.500000 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -287190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287193.312500 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -287193.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287195.625000 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -287195.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287199.906250 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -287199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287205.875000 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -287205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -287211.250000 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -287211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287219.000000 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -287219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287224.562500 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -287224.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287229.625000 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -287229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -287232.687500 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -287232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287235.468750 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -287235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287236.812500 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -287236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287237.000000 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -287237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287237.156250 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -287237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287238.437500 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -287238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -287239.156250 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -287239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287238.937500 Penalty: 3969.667969
	Iteration 31Q: 3 clusters Score -287238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287238.937500 Penalty: 3969.667969
	Iteration 32F: 3 clusters Score -287238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Entering Unmasked Estep 
Score: -2540369.750000 Penalty: 2558.399414
	Iteration 0F: 2 clusters Score -2540370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2519864.750000 Penalty: 5116.798828
	Iteration 0F: 3 clusters Score -2519865 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2527455.250000 Penalty: 5116.798828
	Iteration 1F: 3 clusters Score -2527455 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2528293.750000 Penalty: 5116.798828
	Iteration 2F: 3 clusters Score -2528294 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2529483.000000 Penalty: 5116.798828
	Iteration 3F: 3 clusters Score -2529483 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2531144.000000 Penalty: 5116.798828
	Iteration 4F: 3 clusters Score -2531144 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2533025.500000 Penalty: 5116.798828
	Iteration 5F: 3 clusters Score -2533026 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2534819.000000 Penalty: 5116.798828
	Iteration 6F: 3 clusters Score -2534819 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2536214.500000 Penalty: 5116.798828
	Iteration 7F: 3 clusters Score -2536214 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2537272.250000 Penalty: 5116.798828
	Iteration 8F: 3 clusters Score -2537272 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2538156.750000 Penalty: 5116.798828
	Iteration 9Q: 3 clusters Score -2538157 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2538937.500000 Penalty: 5116.798828
	Iteration 10Q: 3 clusters Score -2538938 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2539586.500000 Penalty: 5116.798828
	Iteration 11Q: 3 clusters Score -2539586 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2539950.250000 Penalty: 5116.798828
	Iteration 12Q: 3 clusters Score -2539950 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2540192.000000 Penalty: 5116.798828
	Iteration 13Q: 3 clusters Score -2540192 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2540363.250000 Penalty: 5116.798828
	Iteration 14Q: 3 clusters Score -2540363 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2540496.750000 Penalty: 5116.798828
	Iteration 15Q: 3 clusters Score -2540497 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2540586.750000 Penalty: 5116.798828
	Iteration 16Q: 3 clusters Score -2540587 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2540641.750000 Penalty: 5116.798828
	Iteration 17Q: 3 clusters Score -2540642 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2540694.750000 Penalty: 5116.798828
	Iteration 18Q: 3 clusters Score -2540695 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2540747.250000 Penalty: 5116.798828
	Iteration 19Q: 3 clusters Score -2540747 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2540793.000000 Penalty: 5116.798828
	Iteration 20F: 3 clusters Score -2540793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2540818.250000 Penalty: 5116.798828
	Iteration 21Q: 3 clusters Score -2540818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2540858.250000 Penalty: 5116.798828
	Iteration 22Q: 3 clusters Score -2540858 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2540893.750000 Penalty: 5116.798828
	Iteration 23Q: 3 clusters Score -2540894 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2540895.750000 Penalty: 5116.798828
	Iteration 24Q: 3 clusters Score -2540896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2540911.750000 Penalty: 5116.798828
	Iteration 25Q: 3 clusters Score -2540912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2540942.250000 Penalty: 5116.798828
	Iteration 26Q: 3 clusters Score -2540942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2540968.250000 Penalty: 5116.798828
	Iteration 27Q: 3 clusters Score -2540968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2540982.750000 Penalty: 5116.798828
	Iteration 28Q: 3 clusters Score -2540983 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2541008.000000 Penalty: 5116.798828
	Iteration 29Q: 3 clusters Score -2541008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2541031.750000 Penalty: 5116.798828
	Iteration 30Q: 3 clusters Score -2541032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2541071.500000 Penalty: 5116.798828
	Iteration 31Q: 3 clusters Score -2541072 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2541113.750000 Penalty: 5116.798828
	Iteration 32Q: 3 clusters Score -2541114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2541181.750000 Penalty: 5116.798828
	Iteration 33Q: 3 clusters Score -2541182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2541249.250000 Penalty: 5116.798828
	Iteration 34Q: 3 clusters Score -2541249 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2541310.750000 Penalty: 5116.798828
	Iteration 35Q: 3 clusters Score -2541311 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2541352.250000 Penalty: 5116.798828
	Iteration 36Q: 3 clusters Score -2541352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2541394.250000 Penalty: 5116.798828
	Iteration 37Q: 3 clusters Score -2541394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2541410.500000 Penalty: 5116.798828
	Iteration 38Q: 3 clusters Score -2541410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2541430.750000 Penalty: 5116.798828
	Iteration 39Q: 3 clusters Score -2541431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2541451.500000 Penalty: 5116.798828
	Iteration 40F: 3 clusters Score -2541452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2541474.500000 Penalty: 5116.798828
	Iteration 41Q: 3 clusters Score -2541474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2541475.500000 Penalty: 5116.798828
	Iteration 42Q: 3 clusters Score -2541476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2541487.500000 Penalty: 5116.798828
	Iteration 43Q: 3 clusters Score -2541488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2541497.000000 Penalty: 5116.798828
	Iteration 44Q: 3 clusters Score -2541497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2541502.000000 Penalty: 5116.798828
	Iteration 45Q: 3 clusters Score -2541502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2541509.000000 Penalty: 5116.798828
	Iteration 46Q: 3 clusters Score -2541509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2541510.250000 Penalty: 5116.798828
	Iteration 47Q: 3 clusters Score -2541510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2541517.250000 Penalty: 5116.798828
	Iteration 48Q: 3 clusters Score -2541517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2541512.000000 Penalty: 5116.798828
	Iteration 49Q: 3 clusters Score -2541512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2541504.000000 Penalty: 5116.798828
	Iteration 50Q: 3 clusters Score -2541504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2541505.500000 Penalty: 5116.798828
	Iteration 51Q: 3 clusters Score -2541506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2541502.250000 Penalty: 5116.798828
	Iteration 52Q: 3 clusters Score -2541502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2541504.000000 Penalty: 5116.798828
	Iteration 53Q: 3 clusters Score -2541504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2541506.250000 Penalty: 5116.798828
	Iteration 54Q: 3 clusters Score -2541506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2541503.500000 Penalty: 5116.798828
	Iteration 55Q: 3 clusters Score -2541504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2541501.000000 Penalty: 5116.798828
	Iteration 56Q: 3 clusters Score -2541501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2541502.500000 Penalty: 5116.798828
	Iteration 57Q: 3 clusters Score -2541502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2541504.500000 Penalty: 5116.798828
	Iteration 58Q: 3 clusters Score -2541504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2541504.500000 Penalty: 5116.798828
	Iteration 59F: 3 clusters Score -2541504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 21216 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 25768 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13644 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Mstep: Class 25 contains 23268 members 
Mstep: Class 26 contains 16534 members 
Entering Unmasked Estep 
Score: -146415184.000000 Penalty: 92524.578125
Splitting cluster 10 changes total score from -146412400.000000 to -146415184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (29888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Entering Unmasked Estep 
Score: -2588332.000000 Penalty: 2555.692627
	Iteration 0F: 2 clusters Score -2588332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2567944.500000 Penalty: 5111.385254
	Iteration 0F: 3 clusters Score -2567944 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2575161.000000 Penalty: 5111.385254
	Iteration 1F: 3 clusters Score -2575161 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2575789.750000 Penalty: 5111.385254
	Iteration 2F: 3 clusters Score -2575790 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2576576.500000 Penalty: 5111.385254
	Iteration 3F: 3 clusters Score -2576576 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2577610.500000 Penalty: 5111.385254
	Iteration 4F: 3 clusters Score -2577610 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2579005.000000 Penalty: 5111.385254
	Iteration 5F: 3 clusters Score -2579005 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2580719.500000 Penalty: 5111.385254
	Iteration 6F: 3 clusters Score -2580720 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2582508.500000 Penalty: 5111.385254
	Iteration 7F: 3 clusters Score -2582508 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2584013.000000 Penalty: 5111.385254
	Iteration 8F: 3 clusters Score -2584013 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2584954.000000 Penalty: 5111.385254
	Iteration 9Q: 3 clusters Score -2584954 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2585528.750000 Penalty: 5111.385254
	Iteration 10Q: 3 clusters Score -2585529 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2585923.250000 Penalty: 5111.385254
	Iteration 11Q: 3 clusters Score -2585923 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2586178.750000 Penalty: 5111.385254
	Iteration 12Q: 3 clusters Score -2586179 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2586327.500000 Penalty: 5111.385254
	Iteration 13Q: 3 clusters Score -2586328 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2586462.000000 Penalty: 5111.385254
	Iteration 14Q: 3 clusters Score -2586462 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2586546.500000 Penalty: 5111.385254
	Iteration 15Q: 3 clusters Score -2586546 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2586624.750000 Penalty: 5111.385254
	Iteration 16Q: 3 clusters Score -2586625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2586685.000000 Penalty: 5111.385254
	Iteration 17Q: 3 clusters Score -2586685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2586725.000000 Penalty: 5111.385254
	Iteration 18Q: 3 clusters Score -2586725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2586743.000000 Penalty: 5111.385254
	Iteration 19Q: 3 clusters Score -2586743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2586760.250000 Penalty: 5111.385254
	Iteration 20F: 3 clusters Score -2586760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2586767.500000 Penalty: 5111.385254
	Iteration 21Q: 3 clusters Score -2586768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2586775.250000 Penalty: 5111.385254
	Iteration 22Q: 3 clusters Score -2586775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2586783.500000 Penalty: 5111.385254
	Iteration 23Q: 3 clusters Score -2586784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2586780.250000 Penalty: 5111.385254
	Iteration 24Q: 3 clusters Score -2586780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2586784.250000 Penalty: 5111.385254
	Iteration 25Q: 3 clusters Score -2586784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2586786.750000 Penalty: 5111.385254
	Iteration 26Q: 3 clusters Score -2586787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2586787.250000 Penalty: 5111.385254
	Iteration 27Q: 3 clusters Score -2586787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2586788.750000 Penalty: 5111.385254
	Iteration 28Q: 3 clusters Score -2586789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2586789.750000 Penalty: 5111.385254
	Iteration 29Q: 3 clusters Score -2586790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2586793.500000 Penalty: 5111.385254
	Iteration 30Q: 3 clusters Score -2586794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2586793.500000 Penalty: 5111.385254
	Iteration 31Q: 3 clusters Score -2586794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2586800.250000 Penalty: 5111.385254
	Iteration 32Q: 3 clusters Score -2586800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2586805.750000 Penalty: 5111.385254
	Iteration 33Q: 3 clusters Score -2586806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2586810.750000 Penalty: 5111.385254
	Iteration 34Q: 3 clusters Score -2586811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2586811.750000 Penalty: 5111.385254
	Iteration 35Q: 3 clusters Score -2586812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2586817.250000 Penalty: 5111.385254
	Iteration 36Q: 3 clusters Score -2586817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2586822.500000 Penalty: 5111.385254
	Iteration 37Q: 3 clusters Score -2586822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2586828.250000 Penalty: 5111.385254
	Iteration 38Q: 3 clusters Score -2586828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2586833.750000 Penalty: 5111.385254
	Iteration 39Q: 3 clusters Score -2586834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2586840.250000 Penalty: 5111.385254
	Iteration 40F: 3 clusters Score -2586840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2586846.500000 Penalty: 5111.385254
	Iteration 41Q: 3 clusters Score -2586846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2586847.000000 Penalty: 5111.385254
	Iteration 42Q: 3 clusters Score -2586847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2586849.000000 Penalty: 5111.385254
	Iteration 43Q: 3 clusters Score -2586849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2586858.250000 Penalty: 5111.385254
	Iteration 44Q: 3 clusters Score -2586858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2586862.000000 Penalty: 5111.385254
	Iteration 45Q: 3 clusters Score -2586862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2586859.500000 Penalty: 5111.385254
	Iteration 46Q: 3 clusters Score -2586860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2586854.000000 Penalty: 5111.385254
	Iteration 47Q: 3 clusters Score -2586854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2586859.250000 Penalty: 5111.385254
	Iteration 48Q: 3 clusters Score -2586859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2586865.000000 Penalty: 5111.385254
	Iteration 49Q: 3 clusters Score -2586865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2586860.000000 Penalty: 5111.385254
	Iteration 50Q: 3 clusters Score -2586860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2586861.500000 Penalty: 5111.385254
	Iteration 51Q: 3 clusters Score -2586862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2586861.500000 Penalty: 5111.385254
	Iteration 52F: 3 clusters Score -2586862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Entering Unmasked Estep 
Score: -1047821.312500 Penalty: 2341.440918
	Iteration 0F: 2 clusters Score -1047821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1038503.500000 Penalty: 4682.881836
	Iteration 0F: 3 clusters Score -1038504 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1041423.062500 Penalty: 4682.881836
	Iteration 1F: 3 clusters Score -1041423 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1041820.312500 Penalty: 4682.881836
	Iteration 2F: 3 clusters Score -1041820 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1042309.812500 Penalty: 4682.881836
	Iteration 3F: 3 clusters Score -1042310 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1043072.750000 Penalty: 4682.881836
	Iteration 4F: 3 clusters Score -1043073 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1044000.250000 Penalty: 4682.881836
	Iteration 5F: 3 clusters Score -1044000 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1044793.437500 Penalty: 4682.881836
	Iteration 6F: 3 clusters Score -1044793 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1045306.750000 Penalty: 4682.881836
	Iteration 7F: 3 clusters Score -1045307 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1045663.625000 Penalty: 4682.881836
	Iteration 8Q: 3 clusters Score -1045664 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1045937.812500 Penalty: 4682.881836
	Iteration 9Q: 3 clusters Score -1045938 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1046152.000000 Penalty: 4682.881836
	Iteration 10Q: 3 clusters Score -1046152 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1046348.000000 Penalty: 4682.881836
	Iteration 11Q: 3 clusters Score -1046348 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1046501.187500 Penalty: 4682.881836
	Iteration 12Q: 3 clusters Score -1046501 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1046630.750000 Penalty: 4682.881836
	Iteration 13Q: 3 clusters Score -1046631 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1046757.937500 Penalty: 4682.881836
	Iteration 14Q: 3 clusters Score -1046758 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1046864.625000 Penalty: 4682.881836
	Iteration 15Q: 3 clusters Score -1046865 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1046954.437500 Penalty: 4682.881836
	Iteration 16Q: 3 clusters Score -1046954 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1047009.062500 Penalty: 4682.881836
	Iteration 17Q: 3 clusters Score -1047009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1047051.187500 Penalty: 4682.881836
	Iteration 18Q: 3 clusters Score -1047051 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1047089.250000 Penalty: 4682.881836
	Iteration 19Q: 3 clusters Score -1047089 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1047128.000000 Penalty: 4682.881836
	Iteration 20F: 3 clusters Score -1047128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1047168.687500 Penalty: 4682.881836
	Iteration 21Q: 3 clusters Score -1047169 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1047205.187500 Penalty: 4682.881836
	Iteration 22Q: 3 clusters Score -1047205 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1047239.562500 Penalty: 4682.881836
	Iteration 23Q: 3 clusters Score -1047240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1047274.250000 Penalty: 4682.881836
	Iteration 24Q: 3 clusters Score -1047274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1047318.812500 Penalty: 4682.881836
	Iteration 25Q: 3 clusters Score -1047319 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1047379.062500 Penalty: 4682.881836
	Iteration 26Q: 3 clusters Score -1047379 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1047455.312500 Penalty: 4682.881836
	Iteration 27Q: 3 clusters Score -1047455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1047528.625000 Penalty: 4682.881836
	Iteration 28Q: 3 clusters Score -1047529 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1047594.187500 Penalty: 4682.881836
	Iteration 29Q: 3 clusters Score -1047594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1047646.000000 Penalty: 4682.881836
	Iteration 30Q: 3 clusters Score -1047646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1047675.187500 Penalty: 4682.881836
	Iteration 31Q: 3 clusters Score -1047675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1047691.625000 Penalty: 4682.881836
	Iteration 32Q: 3 clusters Score -1047692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1047697.625000 Penalty: 4682.881836
	Iteration 33Q: 3 clusters Score -1047698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1047707.062500 Penalty: 4682.881836
	Iteration 34Q: 3 clusters Score -1047707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1047711.625000 Penalty: 4682.881836
	Iteration 35Q: 3 clusters Score -1047712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1047713.000000 Penalty: 4682.881836
	Iteration 36Q: 3 clusters Score -1047713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1047714.375000 Penalty: 4682.881836
	Iteration 37Q: 3 clusters Score -1047714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1047716.437500 Penalty: 4682.881836
	Iteration 38Q: 3 clusters Score -1047716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1047719.250000 Penalty: 4682.881836
	Iteration 39Q: 3 clusters Score -1047719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1047720.125000 Penalty: 4682.881836
	Iteration 40F: 3 clusters Score -1047720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1047721.062500 Penalty: 4682.881836
	Iteration 41Q: 3 clusters Score -1047721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1047721.500000 Penalty: 4682.881836
	Iteration 42Q: 3 clusters Score -1047722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1047721.750000 Penalty: 4682.881836
	Iteration 43Q: 3 clusters Score -1047722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1047721.250000 Penalty: 4682.881836
	Iteration 44Q: 3 clusters Score -1047721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1047720.875000 Penalty: 4682.881836
	Iteration 45Q: 3 clusters Score -1047721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1047723.375000 Penalty: 4682.881836
	Iteration 46Q: 3 clusters Score -1047723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1047722.062500 Penalty: 4682.881836
	Iteration 47Q: 3 clusters Score -1047722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1047724.375000 Penalty: 4682.881836
	Iteration 48Q: 3 clusters Score -1047724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1047725.687500 Penalty: 4682.881836
	Iteration 49Q: 3 clusters Score -1047726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1047727.000000 Penalty: 4682.881836
	Iteration 50Q: 3 clusters Score -1047727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1047727.187500 Penalty: 4682.881836
	Iteration 51Q: 3 clusters Score -1047727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1047731.125000 Penalty: 4682.881836
	Iteration 52Q: 3 clusters Score -1047731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1047733.875000 Penalty: 4682.881836
	Iteration 53Q: 3 clusters Score -1047734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1047734.562500 Penalty: 4682.881836
	Iteration 54Q: 3 clusters Score -1047735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1047736.187500 Penalty: 4682.881836
	Iteration 55Q: 3 clusters Score -1047736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1047734.687500 Penalty: 4682.881836
	Iteration 56Q: 3 clusters Score -1047735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1047734.812500 Penalty: 4682.881836
	Iteration 57Q: 3 clusters Score -1047735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1047733.937500 Penalty: 4682.881836
	Iteration 58Q: 3 clusters Score -1047734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1047736.250000 Penalty: 4682.881836
	Iteration 59Q: 3 clusters Score -1047736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1047737.000000 Penalty: 4682.881836
	Iteration 60F: 3 clusters Score -1047737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1047739.750000 Penalty: 4682.881836
	Iteration 61Q: 3 clusters Score -1047740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1047740.312500 Penalty: 4682.881836
	Iteration 62Q: 3 clusters Score -1047740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1047739.500000 Penalty: 4682.881836
	Iteration 63Q: 3 clusters Score -1047740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1047740.000000 Penalty: 4682.881836
	Iteration 64Q: 3 clusters Score -1047740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1047742.937500 Penalty: 4682.881836
	Iteration 65Q: 3 clusters Score -1047743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1047743.187500 Penalty: 4682.881836
	Iteration 66Q: 3 clusters Score -1047743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1047742.937500 Penalty: 4682.881836
	Iteration 67Q: 3 clusters Score -1047743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1047746.750000 Penalty: 4682.881836
	Iteration 68Q: 3 clusters Score -1047747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1047748.187500 Penalty: 4682.881836
	Iteration 69Q: 3 clusters Score -1047748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1047750.250000 Penalty: 4682.881836
	Iteration 70Q: 3 clusters Score -1047750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1047751.187500 Penalty: 4682.881836
	Iteration 71Q: 3 clusters Score -1047751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1047752.250000 Penalty: 4682.881836
	Iteration 72Q: 3 clusters Score -1047752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1047750.562500 Penalty: 4682.881836
	Iteration 73Q: 3 clusters Score -1047751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1047751.750000 Penalty: 4682.881836
	Iteration 74Q: 3 clusters Score -1047752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1047751.937500 Penalty: 4682.881836
	Iteration 75Q: 3 clusters Score -1047752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1047751.687500 Penalty: 4682.881836
	Iteration 76Q: 3 clusters Score -1047752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1047751.687500 Penalty: 4682.881836
	Iteration 77F: 3 clusters Score -1047752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (145011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145011 members 
Entering Unmasked Estep 
Score: -13170304.000000 Penalty: 2947.372314
	Iteration 0F: 2 clusters Score -1.31703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -13073295.000000 Penalty: 5894.744629
	Iteration 0F: 3 clusters Score -1.30733e+07 nChanged 69221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -13113516.000000 Penalty: 5894.744629
	Iteration 1F: 3 clusters Score -1.311352e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -13114627.000000 Penalty: 5894.744629
	Iteration 2Q: 3 clusters Score -1.311463e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -13116373.000000 Penalty: 5894.744629
	Iteration 3Q: 3 clusters Score -1.311637e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -13119599.000000 Penalty: 5894.744629
	Iteration 4Q: 3 clusters Score -1.31196e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -13125355.000000 Penalty: 5894.744629
	Iteration 5F: 3 clusters Score -1.312536e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -13135754.000000 Penalty: 5894.744629
	Iteration 6F: 3 clusters Score -1.313575e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -13149428.000000 Penalty: 5894.744629
	Iteration 7F: 3 clusters Score -1.314943e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137679 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -13160572.000000 Penalty: 5894.744629
	Iteration 8F: 3 clusters Score -1.316057e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13165742.000000 Penalty: 5894.744629
	Iteration 9Q: 3 clusters Score -1.316574e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144349 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13167180.000000 Penalty: 5894.744629
	Iteration 10Q: 3 clusters Score -1.316718e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144677 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13167506.000000 Penalty: 5894.744629
	Iteration 11Q: 3 clusters Score -1.316751e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144766 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13167612.000000 Penalty: 5894.744629
	Iteration 12Q: 3 clusters Score -1.316761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144792 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13167667.000000 Penalty: 5894.744629
	Iteration 13Q: 3 clusters Score -1.316767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13167691.000000 Penalty: 5894.744629
	Iteration 14Q: 3 clusters Score -1.316769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13167701.000000 Penalty: 5894.744629
	Iteration 15Q: 3 clusters Score -1.31677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13167714.000000 Penalty: 5894.744629
	Iteration 16Q: 3 clusters Score -1.316771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144813 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13167734.000000 Penalty: 5894.744629
	Iteration 17Q: 3 clusters Score -1.316773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144817 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13167738.000000 Penalty: 5894.744629
	Iteration 18Q: 3 clusters Score -1.316774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13167751.000000 Penalty: 5894.744629
	Iteration 19Q: 3 clusters Score -1.316775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13167752.000000 Penalty: 5894.744629
	Iteration 20F: 3 clusters Score -1.316775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13167764.000000 Penalty: 5894.744629
	Iteration 21Q: 3 clusters Score -1.316776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13167762.000000 Penalty: 5894.744629
	Iteration 22Q: 3 clusters Score -1.316776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13167759.000000 Penalty: 5894.744629
	Iteration 23Q: 3 clusters Score -1.316776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13167763.000000 Penalty: 5894.744629
	Iteration 24Q: 3 clusters Score -1.316776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13167763.000000 Penalty: 5894.744629
	Iteration 25F: 3 clusters Score -1.316776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Entering Unmasked Estep 
Score: -1307719.875000 Penalty: 2378.169434
	Iteration 0F: 2 clusters Score -1307720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1297149.125000 Penalty: 4756.338867
	Iteration 0F: 3 clusters Score -1297149 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1300737.625000 Penalty: 4756.338867
	Iteration 1F: 3 clusters Score -1300738 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1301245.250000 Penalty: 4756.338867
	Iteration 2F: 3 clusters Score -1301245 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1301755.500000 Penalty: 4756.338867
	Iteration 3F: 3 clusters Score -1301756 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1302315.125000 Penalty: 4756.338867
	Iteration 4F: 3 clusters Score -1302315 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1302936.125000 Penalty: 4756.338867
	Iteration 5F: 3 clusters Score -1302936 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1303591.125000 Penalty: 4756.338867
	Iteration 6F: 3 clusters Score -1303591 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1304217.500000 Penalty: 4756.338867
	Iteration 7F: 3 clusters Score -1304218 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1304814.625000 Penalty: 4756.338867
	Iteration 8F: 3 clusters Score -1304815 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1305297.625000 Penalty: 4756.338867
	Iteration 9Q: 3 clusters Score -1305298 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1305655.375000 Penalty: 4756.338867
	Iteration 10Q: 3 clusters Score -1305655 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1305922.500000 Penalty: 4756.338867
	Iteration 11Q: 3 clusters Score -1305922 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1306104.375000 Penalty: 4756.338867
	Iteration 12Q: 3 clusters Score -1306104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1306246.125000 Penalty: 4756.338867
	Iteration 13Q: 3 clusters Score -1306246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1306341.875000 Penalty: 4756.338867
	Iteration 14Q: 3 clusters Score -1306342 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1306410.000000 Penalty: 4756.338867
	Iteration 15Q: 3 clusters Score -1306410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1306445.500000 Penalty: 4756.338867
	Iteration 16Q: 3 clusters Score -1306446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1306469.125000 Penalty: 4756.338867
	Iteration 17Q: 3 clusters Score -1306469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1306485.375000 Penalty: 4756.338867
	Iteration 18Q: 3 clusters Score -1306485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1306494.250000 Penalty: 4756.338867
	Iteration 19Q: 3 clusters Score -1306494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1306508.625000 Penalty: 4756.338867
	Iteration 20F: 3 clusters Score -1306509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1306515.000000 Penalty: 4756.338867
	Iteration 21Q: 3 clusters Score -1306515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1306525.375000 Penalty: 4756.338867
	Iteration 22Q: 3 clusters Score -1306525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1306529.125000 Penalty: 4756.338867
	Iteration 23Q: 3 clusters Score -1306529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1306533.750000 Penalty: 4756.338867
	Iteration 24Q: 3 clusters Score -1306534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1306538.125000 Penalty: 4756.338867
	Iteration 25Q: 3 clusters Score -1306538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1306544.875000 Penalty: 4756.338867
	Iteration 26Q: 3 clusters Score -1306545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1306553.125000 Penalty: 4756.338867
	Iteration 27Q: 3 clusters Score -1306553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1306559.000000 Penalty: 4756.338867
	Iteration 28Q: 3 clusters Score -1306559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1306566.875000 Penalty: 4756.338867
	Iteration 29Q: 3 clusters Score -1306567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1306577.000000 Penalty: 4756.338867
	Iteration 30Q: 3 clusters Score -1306577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1306578.000000 Penalty: 4756.338867
	Iteration 31Q: 3 clusters Score -1306578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1306579.875000 Penalty: 4756.338867
	Iteration 32Q: 3 clusters Score -1306580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1306583.375000 Penalty: 4756.338867
	Iteration 33Q: 3 clusters Score -1306583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1306584.375000 Penalty: 4756.338867
	Iteration 34Q: 3 clusters Score -1306584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1306588.750000 Penalty: 4756.338867
	Iteration 35Q: 3 clusters Score -1306589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1306591.875000 Penalty: 4756.338867
	Iteration 36Q: 3 clusters Score -1306592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1306591.875000 Penalty: 4756.338867
	Iteration 37F: 3 clusters Score -1306592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Entering Unmasked Estep 
Score: -1579243.250000 Penalty: 2437.854004
	Iteration 0F: 2 clusters Score -1579243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1566159.750000 Penalty: 4875.708008
	Iteration 0F: 3 clusters Score -1566160 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1570675.000000 Penalty: 4875.708008
	Iteration 1F: 3 clusters Score -1570675 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1571731.625000 Penalty: 4875.708008
	Iteration 2F: 3 clusters Score -1571732 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1573213.750000 Penalty: 4875.708008
	Iteration 3F: 3 clusters Score -1573214 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1574705.625000 Penalty: 4875.708008
	Iteration 4F: 3 clusters Score -1574706 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1576047.625000 Penalty: 4875.708008
	Iteration 5F: 3 clusters Score -1576048 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1577079.750000 Penalty: 4875.708008
	Iteration 6F: 3 clusters Score -1577080 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1577763.875000 Penalty: 4875.708008
	Iteration 7F: 3 clusters Score -1577764 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1578203.375000 Penalty: 4875.708008
	Iteration 8Q: 3 clusters Score -1578203 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1578474.000000 Penalty: 4875.708008
	Iteration 9Q: 3 clusters Score -1578474 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1578671.500000 Penalty: 4875.708008
	Iteration 10Q: 3 clusters Score -1578672 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1578830.625000 Penalty: 4875.708008
	Iteration 11Q: 3 clusters Score -1578831 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1578929.625000 Penalty: 4875.708008
	Iteration 12Q: 3 clusters Score -1578930 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1579006.875000 Penalty: 4875.708008
	Iteration 13Q: 3 clusters Score -1579007 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1579064.500000 Penalty: 4875.708008
	Iteration 14Q: 3 clusters Score -1579064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1579117.125000 Penalty: 4875.708008
	Iteration 15Q: 3 clusters Score -1579117 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1579145.750000 Penalty: 4875.708008
	Iteration 16Q: 3 clusters Score -1579146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1579164.250000 Penalty: 4875.708008
	Iteration 17Q: 3 clusters Score -1579164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1579181.250000 Penalty: 4875.708008
	Iteration 18Q: 3 clusters Score -1579181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1579190.750000 Penalty: 4875.708008
	Iteration 19Q: 3 clusters Score -1579191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1579201.125000 Penalty: 4875.708008
	Iteration 20F: 3 clusters Score -1579201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1579209.750000 Penalty: 4875.708008
	Iteration 21Q: 3 clusters Score -1579210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1579221.000000 Penalty: 4875.708008
	Iteration 22Q: 3 clusters Score -1579221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1579223.375000 Penalty: 4875.708008
	Iteration 23Q: 3 clusters Score -1579223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1579222.125000 Penalty: 4875.708008
	Iteration 24Q: 3 clusters Score -1579222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1579232.875000 Penalty: 4875.708008
	Iteration 25Q: 3 clusters Score -1579233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1579237.125000 Penalty: 4875.708008
	Iteration 26Q: 3 clusters Score -1579237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1579244.625000 Penalty: 4875.708008
	Iteration 27Q: 3 clusters Score -1579245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1579244.250000 Penalty: 4875.708008
	Iteration 28Q: 3 clusters Score -1579244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1579245.750000 Penalty: 4875.708008
	Iteration 29Q: 3 clusters Score -1579246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1579247.375000 Penalty: 4875.708008
	Iteration 30Q: 3 clusters Score -1579247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1579250.625000 Penalty: 4875.708008
	Iteration 31Q: 3 clusters Score -1579251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1579249.125000 Penalty: 4875.708008
	Iteration 32Q: 3 clusters Score -1579249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1579250.125000 Penalty: 4875.708008
	Iteration 33Q: 3 clusters Score -1579250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1579244.875000 Penalty: 4875.708008
	Iteration 34Q: 3 clusters Score -1579245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1579243.000000 Penalty: 4875.708008
	Iteration 35Q: 3 clusters Score -1579243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1579245.500000 Penalty: 4875.708008
	Iteration 36Q: 3 clusters Score -1579246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1579250.125000 Penalty: 4875.708008
	Iteration 37Q: 3 clusters Score -1579250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1579250.625000 Penalty: 4875.708008
	Iteration 38Q: 3 clusters Score -1579251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1579251.375000 Penalty: 4875.708008
	Iteration 39Q: 3 clusters Score -1579251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1579252.250000 Penalty: 4875.708008
	Iteration 40F: 3 clusters Score -1579252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1579251.125000 Penalty: 4875.708008
	Iteration 41Q: 3 clusters Score -1579251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1579251.125000 Penalty: 4875.708008
	Iteration 42F: 3 clusters Score -1579251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 21216 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 25768 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13644 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Mstep: Class 25 contains 23268 members 
Mstep: Class 26 contains 16534 members 
Mstep: Class 27 contains 4639 members 
Entering Unmasked Estep 
Score: -146414016.000000 Penalty: 96083.218750
Splitting cluster 15 changes total score from -146412400.000000 to -146414016.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (542290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542290 members 
Entering Unmasked Estep 
Score: -47657732.000000 Penalty: 3274.481934
	Iteration 0F: 2 clusters Score -4.765773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270725 members 
Mstep: Class 2 contains 271565 members 
Entering Unmasked Estep 
Score: -47314860.000000 Penalty: 6548.963867
	Iteration 0F: 3 clusters Score -4.731486e+07 nChanged 265241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259110 members 
Mstep: Class 2 contains 283180 members 
Entering Unmasked Estep 
Score: -47473916.000000 Penalty: 6548.963867
	Iteration 1F: 3 clusters Score -4.747392e+07 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250564 members 
Mstep: Class 2 contains 291726 members 
Entering Unmasked Estep 
Score: -47476716.000000 Penalty: 6548.963867
	Iteration 2Q: 3 clusters Score -4.747672e+07 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236935 members 
Mstep: Class 2 contains 305355 members 
Entering Unmasked Estep 
Score: -47481452.000000 Penalty: 6548.963867
	Iteration 3Q: 3 clusters Score -4.748145e+07 nChanged 23086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215673 members 
Mstep: Class 2 contains 326617 members 
Entering Unmasked Estep 
Score: -47491096.000000 Penalty: 6548.963867
	Iteration 4Q: 3 clusters Score -4.74911e+07 nChanged 32580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183855 members 
Mstep: Class 2 contains 358435 members 
Entering Unmasked Estep 
Score: -47509392.000000 Penalty: 6548.963867
	Iteration 5F: 3 clusters Score -4.750939e+07 nChanged 44013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 402202 members 
Entering Unmasked Estep 
Score: -47539212.000000 Penalty: 6548.963867
	Iteration 6F: 3 clusters Score -4.753921e+07 nChanged 50559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 452669 members 
Entering Unmasked Estep 
Score: -47579372.000000 Penalty: 6548.963867
	Iteration 7F: 3 clusters Score -4.757937e+07 nChanged 44180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 496813 members 
Entering Unmasked Estep 
Score: -47616756.000000 Penalty: 6548.963867
	Iteration 8F: 3 clusters Score -4.761676e+07 nChanged 27600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 524413 members 
Entering Unmasked Estep 
Score: -47640268.000000 Penalty: 6548.963867
	Iteration 9F: 3 clusters Score -4.764027e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 536512 members 
Entering Unmasked Estep 
Score: -47649892.000000 Penalty: 6548.963867
	Iteration 10Q: 3 clusters Score -4.764989e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 540501 members 
Entering Unmasked Estep 
Score: -47653196.000000 Penalty: 6548.963867
	Iteration 11Q: 3 clusters Score -4.76532e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 541531 members 
Entering Unmasked Estep 
Score: -47654236.000000 Penalty: 6548.963867
	Iteration 12Q: 3 clusters Score -4.765424e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 541811 members 
Entering Unmasked Estep 
Score: -47654504.000000 Penalty: 6548.963867
	Iteration 13Q: 3 clusters Score -4.76545e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 541896 members 
Entering Unmasked Estep 
Score: -47654624.000000 Penalty: 6548.963867
	Iteration 14Q: 3 clusters Score -4.765462e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 541928 members 
Entering Unmasked Estep 
Score: -47654712.000000 Penalty: 6548.963867
	Iteration 15Q: 3 clusters Score -4.765471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 541944 members 
Entering Unmasked Estep 
Score: -47654708.000000 Penalty: 6548.963867
	Iteration 16Q: 3 clusters Score -4.765471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 541967 members 
Entering Unmasked Estep 
Score: -47654796.000000 Penalty: 6548.963867
	Iteration 17Q: 3 clusters Score -4.76548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 541964 members 
Entering Unmasked Estep 
Score: -47654800.000000 Penalty: 6548.963867
	Iteration 18Q: 3 clusters Score -4.76548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 541968 members 
Entering Unmasked Estep 
Score: -47654864.000000 Penalty: 6548.963867
	Iteration 19Q: 3 clusters Score -4.765486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 541970 members 
Entering Unmasked Estep 
Score: -47654844.000000 Penalty: 6548.963867
	Iteration 20F: 3 clusters Score -4.765484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 541970 members 
Entering Unmasked Estep 
Score: -47654868.000000 Penalty: 6548.963867
	Iteration 21Q: 3 clusters Score -4.765487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 541970 members 
Entering Unmasked Estep 
Score: -47654884.000000 Penalty: 6548.963867
	Iteration 22Q: 3 clusters Score -4.765488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 541974 members 
Entering Unmasked Estep 
Score: -47654908.000000 Penalty: 6548.963867
	Iteration 23Q: 3 clusters Score -4.765491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 541977 members 
Entering Unmasked Estep 
Score: -47654932.000000 Penalty: 6548.963867
	Iteration 24Q: 3 clusters Score -4.765493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 541978 members 
Entering Unmasked Estep 
Score: -47654924.000000 Penalty: 6548.963867
	Iteration 25Q: 3 clusters Score -4.765492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 541979 members 
Entering Unmasked Estep 
Score: -47654944.000000 Penalty: 6548.963867
	Iteration 26Q: 3 clusters Score -4.765494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 541978 members 
Entering Unmasked Estep 
Score: -47654936.000000 Penalty: 6548.963867
	Iteration 27Q: 3 clusters Score -4.765494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 541979 members 
Entering Unmasked Estep 
Score: -47654944.000000 Penalty: 6548.963867
	Iteration 28Q: 3 clusters Score -4.765494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 541979 members 
Entering Unmasked Estep 
Score: -47654948.000000 Penalty: 6548.963867
	Iteration 29Q: 3 clusters Score -4.765495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 541978 members 
Entering Unmasked Estep 
Score: -47654952.000000 Penalty: 6548.963867
	Iteration 30Q: 3 clusters Score -4.765495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 541979 members 
Entering Unmasked Estep 
Score: -47654960.000000 Penalty: 6548.963867
	Iteration 31Q: 3 clusters Score -4.765496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 541980 members 
Entering Unmasked Estep 
Score: -47654964.000000 Penalty: 6548.963867
	Iteration 32Q: 3 clusters Score -4.765496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 541982 members 
Entering Unmasked Estep 
Score: -47654968.000000 Penalty: 6548.963867
	Iteration 33Q: 3 clusters Score -4.765497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 541981 members 
Entering Unmasked Estep 
Score: -47654976.000000 Penalty: 6548.963867
	Iteration 34Q: 3 clusters Score -4.765498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 541979 members 
Entering Unmasked Estep 
Score: -47654976.000000 Penalty: 6548.963867
	Iteration 35Q: 3 clusters Score -4.765498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 541977 members 
Entering Unmasked Estep 
Score: -47654960.000000 Penalty: 6548.963867
	Iteration 36Q: 3 clusters Score -4.765496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 541977 members 
Entering Unmasked Estep 
Score: -47654960.000000 Penalty: 6548.963867
	Iteration 37F: 3 clusters Score -4.765496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -271040.406250 Penalty: 2020.024414
	Iteration 0F: 2 clusters Score -271040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -267510.468750 Penalty: 4040.048828
	Iteration 0F: 3 clusters Score -267510.5 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -268346.562500 Penalty: 4040.048828
	Iteration 1F: 3 clusters Score -268346.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -268569.000000 Penalty: 4040.048828
	Iteration 2F: 3 clusters Score -268569 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -268738.468750 Penalty: 4040.048828
	Iteration 3F: 3 clusters Score -268738.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -268861.312500 Penalty: 4040.048828
	Iteration 4Q: 3 clusters Score -268861.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -268969.718750 Penalty: 4040.048828
	Iteration 5Q: 3 clusters Score -268969.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -269084.531250 Penalty: 4040.048828
	Iteration 6Q: 3 clusters Score -269084.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -269187.281250 Penalty: 4040.048828
	Iteration 7Q: 3 clusters Score -269187.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -269311.437500 Penalty: 4040.048828
	Iteration 8Q: 3 clusters Score -269311.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269441.375000 Penalty: 4040.048828
	Iteration 9Q: 3 clusters Score -269441.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269549.500000 Penalty: 4040.048828
	Iteration 10Q: 3 clusters Score -269549.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269641.125000 Penalty: 4040.048828
	Iteration 11Q: 3 clusters Score -269641.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -269706.093750 Penalty: 4040.048828
	Iteration 12Q: 3 clusters Score -269706.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -269754.687500 Penalty: 4040.048828
	Iteration 13Q: 3 clusters Score -269754.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -269795.843750 Penalty: 4040.048828
	Iteration 14Q: 3 clusters Score -269795.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -269823.843750 Penalty: 4040.048828
	Iteration 15Q: 3 clusters Score -269823.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -269837.562500 Penalty: 4040.048828
	Iteration 16Q: 3 clusters Score -269837.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -269848.093750 Penalty: 4040.048828
	Iteration 17Q: 3 clusters Score -269848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -269854.062500 Penalty: 4040.048828
	Iteration 18Q: 3 clusters Score -269854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -269857.625000 Penalty: 4040.048828
	Iteration 19Q: 3 clusters Score -269857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -269858.406250 Penalty: 4040.048828
	Iteration 20F: 3 clusters Score -269858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -269858.781250 Penalty: 4040.048828
	Iteration 21Q: 3 clusters Score -269858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -269858.781250 Penalty: 4040.048828
	Iteration 22F: 3 clusters Score -269858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Entering Unmasked Estep 
Score: -1821274.625000 Penalty: 2470.702637
	Iteration 0F: 2 clusters Score -1821275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1806410.875000 Penalty: 4941.405273
	Iteration 0F: 3 clusters Score -1806411 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1811572.875000 Penalty: 4941.405273
	Iteration 1F: 3 clusters Score -1811573 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1812356.125000 Penalty: 4941.405273
	Iteration 2F: 3 clusters Score -1812356 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1813437.125000 Penalty: 4941.405273
	Iteration 3F: 3 clusters Score -1813437 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1814766.875000 Penalty: 4941.405273
	Iteration 4F: 3 clusters Score -1814767 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1816205.625000 Penalty: 4941.405273
	Iteration 5F: 3 clusters Score -1816206 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1817764.625000 Penalty: 4941.405273
	Iteration 6F: 3 clusters Score -1817765 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1819167.250000 Penalty: 4941.405273
	Iteration 7F: 3 clusters Score -1819167 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1820098.875000 Penalty: 4941.405273
	Iteration 8F: 3 clusters Score -1820099 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1820672.000000 Penalty: 4941.405273
	Iteration 9Q: 3 clusters Score -1820672 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1821033.625000 Penalty: 4941.405273
	Iteration 10Q: 3 clusters Score -1821034 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1821296.625000 Penalty: 4941.405273
	Iteration 11Q: 3 clusters Score -1821297 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1821488.250000 Penalty: 4941.405273
	Iteration 12Q: 3 clusters Score -1821488 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1821617.125000 Penalty: 4941.405273
	Iteration 13Q: 3 clusters Score -1821617 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1821719.500000 Penalty: 4941.405273
	Iteration 14Q: 3 clusters Score -1821720 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1821803.625000 Penalty: 4941.405273
	Iteration 15Q: 3 clusters Score -1821804 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1821892.625000 Penalty: 4941.405273
	Iteration 16Q: 3 clusters Score -1821893 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1821949.875000 Penalty: 4941.405273
	Iteration 17Q: 3 clusters Score -1821950 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1822001.000000 Penalty: 4941.405273
	Iteration 18Q: 3 clusters Score -1822001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1822070.500000 Penalty: 4941.405273
	Iteration 19Q: 3 clusters Score -1822070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1822139.375000 Penalty: 4941.405273
	Iteration 20F: 3 clusters Score -1822139 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1822200.125000 Penalty: 4941.405273
	Iteration 21Q: 3 clusters Score -1822200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1822258.250000 Penalty: 4941.405273
	Iteration 22Q: 3 clusters Score -1822258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1822306.625000 Penalty: 4941.405273
	Iteration 23Q: 3 clusters Score -1822307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1822360.750000 Penalty: 4941.405273
	Iteration 24Q: 3 clusters Score -1822361 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1822431.625000 Penalty: 4941.405273
	Iteration 25Q: 3 clusters Score -1822432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1822492.875000 Penalty: 4941.405273
	Iteration 26Q: 3 clusters Score -1822493 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1822538.375000 Penalty: 4941.405273
	Iteration 27Q: 3 clusters Score -1822538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1822559.375000 Penalty: 4941.405273
	Iteration 28Q: 3 clusters Score -1822559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1822570.875000 Penalty: 4941.405273
	Iteration 29Q: 3 clusters Score -1822571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1822578.750000 Penalty: 4941.405273
	Iteration 30Q: 3 clusters Score -1822579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1822584.500000 Penalty: 4941.405273
	Iteration 31Q: 3 clusters Score -1822584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1822592.125000 Penalty: 4941.405273
	Iteration 32Q: 3 clusters Score -1822592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1822593.125000 Penalty: 4941.405273
	Iteration 33Q: 3 clusters Score -1822593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1822592.875000 Penalty: 4941.405273
	Iteration 34Q: 3 clusters Score -1822593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1822590.625000 Penalty: 4941.405273
	Iteration 35Q: 3 clusters Score -1822591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1822595.625000 Penalty: 4941.405273
	Iteration 36Q: 3 clusters Score -1822596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1822594.375000 Penalty: 4941.405273
	Iteration 37Q: 3 clusters Score -1822594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1822594.375000 Penalty: 4941.405273
	Iteration 38F: 3 clusters Score -1822594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 18422 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 25768 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13644 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Mstep: Class 25 contains 23268 members 
Mstep: Class 26 contains 16534 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 2794 members 
Entering Unmasked Estep 
Score: -146414208.000000 Penalty: 99641.851562
Splitting cluster 18 changes total score from -146412400.000000 to -146414208.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (47587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Entering Unmasked Estep 
Score: -4207030.000000 Penalty: 2671.038086
	Iteration 0F: 2 clusters Score -4207030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4175133.000000 Penalty: 5342.076172
	Iteration 0F: 3 clusters Score -4175133 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4187342.000000 Penalty: 5342.076172
	Iteration 1F: 3 clusters Score -4187342 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4188523.000000 Penalty: 5342.076172
	Iteration 2F: 3 clusters Score -4188523 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4190142.750000 Penalty: 5342.076172
	Iteration 3F: 3 clusters Score -4190143 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4192423.250000 Penalty: 5342.076172
	Iteration 4F: 3 clusters Score -4192423 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4195285.000000 Penalty: 5342.076172
	Iteration 5F: 3 clusters Score -4195285 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4198269.000000 Penalty: 5342.076172
	Iteration 6F: 3 clusters Score -4198269 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -4200841.500000 Penalty: 5342.076172
	Iteration 7F: 3 clusters Score -4200842 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -4202557.000000 Penalty: 5342.076172
	Iteration 8Q: 3 clusters Score -4202557 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -4203529.500000 Penalty: 5342.076172
	Iteration 9Q: 3 clusters Score -4203530 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -4204082.000000 Penalty: 5342.076172
	Iteration 10Q: 3 clusters Score -4204082 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -4204357.000000 Penalty: 5342.076172
	Iteration 11Q: 3 clusters Score -4204357 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -4204527.000000 Penalty: 5342.076172
	Iteration 12Q: 3 clusters Score -4204527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -4204585.500000 Penalty: 5342.076172
	Iteration 13Q: 3 clusters Score -4204586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -4204622.000000 Penalty: 5342.076172
	Iteration 14Q: 3 clusters Score -4204622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -4204662.000000 Penalty: 5342.076172
	Iteration 15Q: 3 clusters Score -4204662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -4204679.500000 Penalty: 5342.076172
	Iteration 16Q: 3 clusters Score -4204680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -4204691.500000 Penalty: 5342.076172
	Iteration 17Q: 3 clusters Score -4204692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -4204708.000000 Penalty: 5342.076172
	Iteration 18Q: 3 clusters Score -4204708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -4204721.000000 Penalty: 5342.076172
	Iteration 19Q: 3 clusters Score -4204721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -4204724.000000 Penalty: 5342.076172
	Iteration 20F: 3 clusters Score -4204724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -4204741.000000 Penalty: 5342.076172
	Iteration 21Q: 3 clusters Score -4204741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -4204749.000000 Penalty: 5342.076172
	Iteration 22Q: 3 clusters Score -4204749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -4204751.000000 Penalty: 5342.076172
	Iteration 23Q: 3 clusters Score -4204751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -4204752.500000 Penalty: 5342.076172
	Iteration 24Q: 3 clusters Score -4204752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -4204751.500000 Penalty: 5342.076172
	Iteration 25Q: 3 clusters Score -4204752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -4204758.500000 Penalty: 5342.076172
	Iteration 26Q: 3 clusters Score -4204758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -4204763.500000 Penalty: 5342.076172
	Iteration 27Q: 3 clusters Score -4204764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4204761.500000 Penalty: 5342.076172
	Iteration 28Q: 3 clusters Score -4204762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4204761.500000 Penalty: 5342.076172
	Iteration 29F: 3 clusters Score -4204762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Entering Unmasked Estep 
Score: -2212685.500000 Penalty: 2518.908447
	Iteration 0F: 2 clusters Score -2212686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2194755.500000 Penalty: 5037.816895
	Iteration 0F: 3 clusters Score -2194756 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2201493.250000 Penalty: 5037.816895
	Iteration 1F: 3 clusters Score -2201493 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2202760.000000 Penalty: 5037.816895
	Iteration 2F: 3 clusters Score -2202760 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2204510.500000 Penalty: 5037.816895
	Iteration 3F: 3 clusters Score -2204510 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2206891.000000 Penalty: 5037.816895
	Iteration 4F: 3 clusters Score -2206891 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2209260.750000 Penalty: 5037.816895
	Iteration 5F: 3 clusters Score -2209261 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2210963.250000 Penalty: 5037.816895
	Iteration 6F: 3 clusters Score -2210963 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2212006.250000 Penalty: 5037.816895
	Iteration 7Q: 3 clusters Score -2212006 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2212729.250000 Penalty: 5037.816895
	Iteration 8Q: 3 clusters Score -2212729 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2213345.000000 Penalty: 5037.816895
	Iteration 9Q: 3 clusters Score -2213345 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2213773.000000 Penalty: 5037.816895
	Iteration 10Q: 3 clusters Score -2213773 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2213986.000000 Penalty: 5037.816895
	Iteration 11Q: 3 clusters Score -2213986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2214087.750000 Penalty: 5037.816895
	Iteration 12Q: 3 clusters Score -2214088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2214135.000000 Penalty: 5037.816895
	Iteration 13Q: 3 clusters Score -2214135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2214151.500000 Penalty: 5037.816895
	Iteration 14Q: 3 clusters Score -2214152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2214167.000000 Penalty: 5037.816895
	Iteration 15Q: 3 clusters Score -2214167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2214167.000000 Penalty: 5037.816895
	Iteration 16Q: 3 clusters Score -2214167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2214169.750000 Penalty: 5037.816895
	Iteration 17Q: 3 clusters Score -2214170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2214176.500000 Penalty: 5037.816895
	Iteration 18Q: 3 clusters Score -2214176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2214183.500000 Penalty: 5037.816895
	Iteration 19Q: 3 clusters Score -2214184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2214186.000000 Penalty: 5037.816895
	Iteration 20F: 3 clusters Score -2214186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2214186.750000 Penalty: 5037.816895
	Iteration 21Q: 3 clusters Score -2214187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2214186.750000 Penalty: 5037.816895
	Iteration 22Q: 3 clusters Score -2214187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2214187.000000 Penalty: 5037.816895
	Iteration 23Q: 3 clusters Score -2214187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2214189.500000 Penalty: 5037.816895
	Iteration 24Q: 3 clusters Score -2214190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2214188.500000 Penalty: 5037.816895
	Iteration 25Q: 3 clusters Score -2214188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2214187.500000 Penalty: 5037.816895
	Iteration 26Q: 3 clusters Score -2214188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2214187.500000 Penalty: 5037.816895
	Iteration 27F: 3 clusters Score -2214188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 18422 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 23316 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 13644 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Mstep: Class 25 contains 23268 members 
Mstep: Class 26 contains 16534 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 2452 members 
Entering Unmasked Estep 
Score: -146414864.000000 Penalty: 103200.492188
Splitting cluster 20 changes total score from -146412400.000000 to -146414864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -297770.906250 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -297770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -294084.437500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -294084.4 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -295001.250000 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -295001.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -295258.562500 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -295258.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -295431.343750 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -295431.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -295598.406250 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -295598.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -295809.375000 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -295809.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -296048.250000 Penalty: 4071.006348
	Iteration 6F: 3 clusters Score -296048.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -296278.937500 Penalty: 4071.006348
	Iteration 7F: 3 clusters Score -296278.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -296458.250000 Penalty: 4071.006348
	Iteration 8F: 3 clusters Score -296458.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -296575.281250 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -296575.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -296646.562500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -296646.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -296715.531250 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -296715.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -296768.875000 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -296768.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -296817.000000 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -296817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -296858.750000 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -296858.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -296893.437500 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -296893.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -296925.531250 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -296925.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -296953.843750 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -296953.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -296977.656250 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -296977.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -296999.000000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -296999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -297030.593750 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -297030.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -297066.812500 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -297066.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -297106.968750 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -297107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -297170.937500 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -297170.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -297244.093750 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -297244.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -297304.593750 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -297304.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -297347.156250 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -297347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -297378.500000 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -297378.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -297392.187500 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -297392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -297397.562500 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -297397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -297403.781250 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -297403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -297410.781250 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -297410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -297411.625000 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -297411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -297411.625000 Penalty: 4071.006348
	Iteration 33F: 3 clusters Score -297411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -1020103.312500 Penalty: 2361.221680
	Iteration 0F: 2 clusters Score -1020103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1010152.125000 Penalty: 4722.443359
	Iteration 0F: 3 clusters Score -1010152 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1014074.500000 Penalty: 4722.443359
	Iteration 1F: 3 clusters Score -1014074 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1015802.312500 Penalty: 4722.443359
	Iteration 2F: 3 clusters Score -1015802 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1017389.687500 Penalty: 4722.443359
	Iteration 3F: 3 clusters Score -1017390 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1018574.312500 Penalty: 4722.443359
	Iteration 4F: 3 clusters Score -1018574 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1019421.187500 Penalty: 4722.443359
	Iteration 5F: 3 clusters Score -1019421 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1019974.500000 Penalty: 4722.443359
	Iteration 6F: 3 clusters Score -1019974 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1020319.875000 Penalty: 4722.443359
	Iteration 7Q: 3 clusters Score -1020320 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1020537.562500 Penalty: 4722.443359
	Iteration 8Q: 3 clusters Score -1020538 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1020685.687500 Penalty: 4722.443359
	Iteration 9Q: 3 clusters Score -1020686 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1020801.437500 Penalty: 4722.443359
	Iteration 10Q: 3 clusters Score -1020801 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1020925.437500 Penalty: 4722.443359
	Iteration 11Q: 3 clusters Score -1020925 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1021041.187500 Penalty: 4722.443359
	Iteration 12Q: 3 clusters Score -1021041 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1021147.812500 Penalty: 4722.443359
	Iteration 13Q: 3 clusters Score -1021148 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1021240.062500 Penalty: 4722.443359
	Iteration 14Q: 3 clusters Score -1021240 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1021318.875000 Penalty: 4722.443359
	Iteration 15Q: 3 clusters Score -1021319 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1021381.187500 Penalty: 4722.443359
	Iteration 16Q: 3 clusters Score -1021381 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1021436.125000 Penalty: 4722.443359
	Iteration 17Q: 3 clusters Score -1021436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1021480.812500 Penalty: 4722.443359
	Iteration 18Q: 3 clusters Score -1021481 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1021524.062500 Penalty: 4722.443359
	Iteration 19Q: 3 clusters Score -1021524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1021582.437500 Penalty: 4722.443359
	Iteration 20F: 3 clusters Score -1021582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1021647.437500 Penalty: 4722.443359
	Iteration 21Q: 3 clusters Score -1021647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1021721.187500 Penalty: 4722.443359
	Iteration 22Q: 3 clusters Score -1021721 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1021814.687500 Penalty: 4722.443359
	Iteration 23Q: 3 clusters Score -1021815 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1021942.000000 Penalty: 4722.443359
	Iteration 24Q: 3 clusters Score -1021942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1022068.875000 Penalty: 4722.443359
	Iteration 25Q: 3 clusters Score -1022069 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1022150.125000 Penalty: 4722.443359
	Iteration 26Q: 3 clusters Score -1022150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1022206.000000 Penalty: 4722.443359
	Iteration 27Q: 3 clusters Score -1022206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1022237.937500 Penalty: 4722.443359
	Iteration 28Q: 3 clusters Score -1022238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1022249.125000 Penalty: 4722.443359
	Iteration 29Q: 3 clusters Score -1022249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1022255.062500 Penalty: 4722.443359
	Iteration 30Q: 3 clusters Score -1022255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1022257.812500 Penalty: 4722.443359
	Iteration 31Q: 3 clusters Score -1022258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1022261.750000 Penalty: 4722.443359
	Iteration 32Q: 3 clusters Score -1022262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1022262.937500 Penalty: 4722.443359
	Iteration 33Q: 3 clusters Score -1022263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1022265.437500 Penalty: 4722.443359
	Iteration 34Q: 3 clusters Score -1022265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1022265.437500 Penalty: 4722.443359
	Iteration 35Q: 3 clusters Score -1022265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1022265.375000 Penalty: 4722.443359
	Iteration 36Q: 3 clusters Score -1022265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1022264.187500 Penalty: 4722.443359
	Iteration 37Q: 3 clusters Score -1022264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1022266.562500 Penalty: 4722.443359
	Iteration 38Q: 3 clusters Score -1022267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1022267.000000 Penalty: 4722.443359
	Iteration 39Q: 3 clusters Score -1022267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1022272.750000 Penalty: 4722.443359
	Iteration 40F: 3 clusters Score -1022273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1022273.750000 Penalty: 4722.443359
	Iteration 41Q: 3 clusters Score -1022274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1022274.375000 Penalty: 4722.443359
	Iteration 42Q: 3 clusters Score -1022274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1022276.250000 Penalty: 4722.443359
	Iteration 43Q: 3 clusters Score -1022276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1022279.625000 Penalty: 4722.443359
	Iteration 44Q: 3 clusters Score -1022280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1022280.000000 Penalty: 4722.443359
	Iteration 45Q: 3 clusters Score -1022280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1022278.625000 Penalty: 4722.443359
	Iteration 46Q: 3 clusters Score -1022279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1022281.625000 Penalty: 4722.443359
	Iteration 47Q: 3 clusters Score -1022282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1022282.875000 Penalty: 4722.443359
	Iteration 48Q: 3 clusters Score -1022283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1022280.562500 Penalty: 4722.443359
	Iteration 49Q: 3 clusters Score -1022281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1022280.562500 Penalty: 4722.443359
	Iteration 50F: 3 clusters Score -1022281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 18422 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 23316 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 9802 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Mstep: Class 25 contains 23268 members 
Mstep: Class 26 contains 16534 members 
Mstep: Class 27 contains 4639 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 3842 members 
Entering Unmasked Estep 
Score: -146415696.000000 Penalty: 106759.125000
Splitting cluster 22 changes total score from -146412400.000000 to -146415696.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (47206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Entering Unmasked Estep 
Score: -4034224.000000 Penalty: 2669.044678
	Iteration 0F: 2 clusters Score -4034224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4002359.250000 Penalty: 5338.089355
	Iteration 0F: 3 clusters Score -4002359 nChanged 21731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4014416.250000 Penalty: 5338.089355
	Iteration 1F: 3 clusters Score -4014416 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4015062.750000 Penalty: 5338.089355
	Iteration 2Q: 3 clusters Score -4015063 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -4015742.000000 Penalty: 5338.089355
	Iteration 3Q: 3 clusters Score -4015742 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4016590.750000 Penalty: 5338.089355
	Iteration 4Q: 3 clusters Score -4016591 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4017542.000000 Penalty: 5338.089355
	Iteration 5Q: 3 clusters Score -4017542 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -4018517.500000 Penalty: 5338.089355
	Iteration 6Q: 3 clusters Score -4018518 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4019397.250000 Penalty: 5338.089355
	Iteration 7Q: 3 clusters Score -4019397 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4020167.750000 Penalty: 5338.089355
	Iteration 8Q: 3 clusters Score -4020168 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4020884.250000 Penalty: 5338.089355
	Iteration 9Q: 3 clusters Score -4020884 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4021544.750000 Penalty: 5338.089355
	Iteration 10Q: 3 clusters Score -4021545 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4022261.500000 Penalty: 5338.089355
	Iteration 11Q: 3 clusters Score -4022262 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4022925.250000 Penalty: 5338.089355
	Iteration 12Q: 3 clusters Score -4022925 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4023595.250000 Penalty: 5338.089355
	Iteration 13Q: 3 clusters Score -4023595 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4024236.500000 Penalty: 5338.089355
	Iteration 14Q: 3 clusters Score -4024236 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4024706.500000 Penalty: 5338.089355
	Iteration 15Q: 3 clusters Score -4024706 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4025045.250000 Penalty: 5338.089355
	Iteration 16Q: 3 clusters Score -4025045 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4025240.500000 Penalty: 5338.089355
	Iteration 17Q: 3 clusters Score -4025240 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4025381.500000 Penalty: 5338.089355
	Iteration 18Q: 3 clusters Score -4025382 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4025482.000000 Penalty: 5338.089355
	Iteration 19Q: 3 clusters Score -4025482 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4025594.250000 Penalty: 5338.089355
	Iteration 20F: 3 clusters Score -4025594 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4025706.000000 Penalty: 5338.089355
	Iteration 21Q: 3 clusters Score -4025706 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4025802.250000 Penalty: 5338.089355
	Iteration 22Q: 3 clusters Score -4025802 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4025927.750000 Penalty: 5338.089355
	Iteration 23Q: 3 clusters Score -4025928 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4026076.500000 Penalty: 5338.089355
	Iteration 24Q: 3 clusters Score -4026076 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4026237.000000 Penalty: 5338.089355
	Iteration 25Q: 3 clusters Score -4026237 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4026409.250000 Penalty: 5338.089355
	Iteration 26Q: 3 clusters Score -4026409 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4026596.250000 Penalty: 5338.089355
	Iteration 27Q: 3 clusters Score -4026596 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4026797.000000 Penalty: 5338.089355
	Iteration 28Q: 3 clusters Score -4026797 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4026984.250000 Penalty: 5338.089355
	Iteration 29Q: 3 clusters Score -4026984 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4027210.500000 Penalty: 5338.089355
	Iteration 30Q: 3 clusters Score -4027210 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4027456.750000 Penalty: 5338.089355
	Iteration 31Q: 3 clusters Score -4027457 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4027694.750000 Penalty: 5338.089355
	Iteration 32Q: 3 clusters Score -4027695 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4027933.250000 Penalty: 5338.089355
	Iteration 33Q: 3 clusters Score -4027933 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -4028147.000000 Penalty: 5338.089355
	Iteration 34Q: 3 clusters Score -4028147 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -4028364.500000 Penalty: 5338.089355
	Iteration 35Q: 3 clusters Score -4028364 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4028546.250000 Penalty: 5338.089355
	Iteration 36Q: 3 clusters Score -4028546 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4028729.250000 Penalty: 5338.089355
	Iteration 37Q: 3 clusters Score -4028729 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -4028909.750000 Penalty: 5338.089355
	Iteration 38Q: 3 clusters Score -4028910 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4029092.000000 Penalty: 5338.089355
	Iteration 39Q: 3 clusters Score -4029092 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4029264.500000 Penalty: 5338.089355
	Iteration 40F: 3 clusters Score -4029264 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4029419.000000 Penalty: 5338.089355
	Iteration 41Q: 3 clusters Score -4029419 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4029594.750000 Penalty: 5338.089355
	Iteration 42Q: 3 clusters Score -4029595 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4029767.000000 Penalty: 5338.089355
	Iteration 43Q: 3 clusters Score -4029767 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4029939.000000 Penalty: 5338.089355
	Iteration 44Q: 3 clusters Score -4029939 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4030093.750000 Penalty: 5338.089355
	Iteration 45Q: 3 clusters Score -4030094 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4030251.500000 Penalty: 5338.089355
	Iteration 46Q: 3 clusters Score -4030252 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4030449.500000 Penalty: 5338.089355
	Iteration 47Q: 3 clusters Score -4030450 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4030610.000000 Penalty: 5338.089355
	Iteration 48Q: 3 clusters Score -4030610 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4030736.750000 Penalty: 5338.089355
	Iteration 49Q: 3 clusters Score -4030737 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4030887.000000 Penalty: 5338.089355
	Iteration 50Q: 3 clusters Score -4030887 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4031031.750000 Penalty: 5338.089355
	Iteration 51Q: 3 clusters Score -4031032 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4031170.500000 Penalty: 5338.089355
	Iteration 52Q: 3 clusters Score -4031170 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4031272.750000 Penalty: 5338.089355
	Iteration 53Q: 3 clusters Score -4031273 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4031392.250000 Penalty: 5338.089355
	Iteration 54Q: 3 clusters Score -4031392 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4031517.750000 Penalty: 5338.089355
	Iteration 55Q: 3 clusters Score -4031518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4031599.500000 Penalty: 5338.089355
	Iteration 56Q: 3 clusters Score -4031600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4031678.750000 Penalty: 5338.089355
	Iteration 57Q: 3 clusters Score -4031679 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4031759.000000 Penalty: 5338.089355
	Iteration 58Q: 3 clusters Score -4031759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4031825.250000 Penalty: 5338.089355
	Iteration 59Q: 3 clusters Score -4031825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4031858.750000 Penalty: 5338.089355
	Iteration 60F: 3 clusters Score -4031859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4031904.000000 Penalty: 5338.089355
	Iteration 61Q: 3 clusters Score -4031904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4031930.000000 Penalty: 5338.089355
	Iteration 62Q: 3 clusters Score -4031930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4031945.500000 Penalty: 5338.089355
	Iteration 63Q: 3 clusters Score -4031946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4031969.750000 Penalty: 5338.089355
	Iteration 64Q: 3 clusters Score -4031970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4031992.250000 Penalty: 5338.089355
	Iteration 65Q: 3 clusters Score -4031992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4032007.250000 Penalty: 5338.089355
	Iteration 66Q: 3 clusters Score -4032007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4032021.750000 Penalty: 5338.089355
	Iteration 67Q: 3 clusters Score -4032022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4032031.250000 Penalty: 5338.089355
	Iteration 68Q: 3 clusters Score -4032031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4032054.500000 Penalty: 5338.089355
	Iteration 69Q: 3 clusters Score -4032054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4032068.000000 Penalty: 5338.089355
	Iteration 70Q: 3 clusters Score -4032068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4032078.500000 Penalty: 5338.089355
	Iteration 71Q: 3 clusters Score -4032078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4032083.500000 Penalty: 5338.089355
	Iteration 72Q: 3 clusters Score -4032084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4032087.250000 Penalty: 5338.089355
	Iteration 73Q: 3 clusters Score -4032087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4032083.500000 Penalty: 5338.089355
	Iteration 74Q: 3 clusters Score -4032084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4032083.500000 Penalty: 5338.089355
	Iteration 75Q: 3 clusters Score -4032084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4032094.000000 Penalty: 5338.089355
	Iteration 76Q: 3 clusters Score -4032094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4032089.000000 Penalty: 5338.089355
	Iteration 77Q: 3 clusters Score -4032089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4032092.750000 Penalty: 5338.089355
	Iteration 78Q: 3 clusters Score -4032093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4032094.500000 Penalty: 5338.089355
	Iteration 79Q: 3 clusters Score -4032094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4032096.000000 Penalty: 5338.089355
	Iteration 80F: 3 clusters Score -4032096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4032093.000000 Penalty: 5338.089355
	Iteration 81Q: 3 clusters Score -4032093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4032104.750000 Penalty: 5338.089355
	Iteration 82Q: 3 clusters Score -4032105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4032102.250000 Penalty: 5338.089355
	Iteration 83Q: 3 clusters Score -4032102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4032101.750000 Penalty: 5338.089355
	Iteration 84Q: 3 clusters Score -4032102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4032103.500000 Penalty: 5338.089355
	Iteration 85Q: 3 clusters Score -4032104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4032103.500000 Penalty: 5338.089355
	Iteration 86F: 3 clusters Score -4032104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Entering Unmasked Estep 
Score: -5956204.500000 Penalty: 2753.136475
	Iteration 0F: 2 clusters Score -5956204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -5911582.500000 Penalty: 5506.272949
	Iteration 0F: 3 clusters Score -5911582 nChanged 31130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5929045.000000 Penalty: 5506.272949
	Iteration 1F: 3 clusters Score -5929045 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -5929644.000000 Penalty: 5506.272949
	Iteration 2Q: 3 clusters Score -5929644 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5930225.500000 Penalty: 5506.272949
	Iteration 3Q: 3 clusters Score -5930226 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5930983.500000 Penalty: 5506.272949
	Iteration 4Q: 3 clusters Score -5930984 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5932134.500000 Penalty: 5506.272949
	Iteration 5Q: 3 clusters Score -5932134 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5934110.000000 Penalty: 5506.272949
	Iteration 6F: 3 clusters Score -5934110 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5936962.000000 Penalty: 5506.272949
	Iteration 7F: 3 clusters Score -5936962 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -5940504.500000 Penalty: 5506.272949
	Iteration 8F: 3 clusters Score -5940504 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -5944143.000000 Penalty: 5506.272949
	Iteration 9F: 3 clusters Score -5944143 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -5947234.500000 Penalty: 5506.272949
	Iteration 10F: 3 clusters Score -5947234 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -5949832.000000 Penalty: 5506.272949
	Iteration 11Q: 3 clusters Score -5949832 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -5951964.500000 Penalty: 5506.272949
	Iteration 12Q: 3 clusters Score -5951964 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -5953806.500000 Penalty: 5506.272949
	Iteration 13Q: 3 clusters Score -5953806 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -5954919.500000 Penalty: 5506.272949
	Iteration 14Q: 3 clusters Score -5954920 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -5955380.000000 Penalty: 5506.272949
	Iteration 15Q: 3 clusters Score -5955380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -5955504.000000 Penalty: 5506.272949
	Iteration 16Q: 3 clusters Score -5955504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -5955531.500000 Penalty: 5506.272949
	Iteration 17Q: 3 clusters Score -5955532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -5955566.000000 Penalty: 5506.272949
	Iteration 18Q: 3 clusters Score -5955566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -5955592.000000 Penalty: 5506.272949
	Iteration 19Q: 3 clusters Score -5955592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -5955592.500000 Penalty: 5506.272949
	Iteration 20F: 3 clusters Score -5955592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -5955595.000000 Penalty: 5506.272949
	Iteration 21Q: 3 clusters Score -5955595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -5955592.000000 Penalty: 5506.272949
	Iteration 22Q: 3 clusters Score -5955592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -5955605.000000 Penalty: 5506.272949
	Iteration 23Q: 3 clusters Score -5955605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -5955602.000000 Penalty: 5506.272949
	Iteration 24Q: 3 clusters Score -5955602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -5955603.500000 Penalty: 5506.272949
	Iteration 25Q: 3 clusters Score -5955604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -5955605.000000 Penalty: 5506.272949
	Iteration 26Q: 3 clusters Score -5955605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -5955614.000000 Penalty: 5506.272949
	Iteration 27Q: 3 clusters Score -5955614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -5955606.500000 Penalty: 5506.272949
	Iteration 28Q: 3 clusters Score -5955606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -5955605.000000 Penalty: 5506.272949
	Iteration 29Q: 3 clusters Score -5955605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -5955605.000000 Penalty: 5506.272949
	Iteration 30F: 3 clusters Score -5955605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 219883 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117817 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 146798 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 145011 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 542290 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 18422 members 
Mstep: Class 19 contains 47587 members 
Mstep: Class 20 contains 23316 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 9802 members 
Mstep: Class 23 contains 47206 members 
Mstep: Class 24 contains 66261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418800.000000 Penalty: 106759.125000
Iteration 79Q: 31 clusters Score -1.464188e+08 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 263 members 
Mstep: Class 3 contains 219734 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 117610 members 
Mstep: Class 6 contains 78864 members 
Mstep: Class 7 contains 146860 members 
Mstep: Class 8 contains 48820 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 14055 members 
Mstep: Class 11 contains 29968 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 13 contains 144989 members 
Mstep: Class 14 contains 14630 members 
Mstep: Class 15 contains 14077 members 
Mstep: Class 16 contains 541852 members 
Mstep: Class 17 contains 3405 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 47483 members 
Mstep: Class 20 contains 23423 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 47153 members 
Mstep: Class 24 contains 66021 members 
Mstep: Class 25 contains 22852 members 
Mstep: Class 26 contains 15944 members 
Mstep: Class 27 contains 4429 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 2414 members 
Mstep: Class 30 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146427904.000000 Penalty: 106759.125000
Iteration 80F: 31 clusters Score -1.464279e+08 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 219525 members 
Mstep: Class 4 contains 22396 members 
Mstep: Class 5 contains 117049 members 
Mstep: Class 6 contains 79204 members 
Mstep: Class 7 contains 146868 members 
Mstep: Class 8 contains 48839 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 14069 members 
Mstep: Class 11 contains 29610 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 13 contains 144899 members 
Mstep: Class 14 contains 14629 members 
Mstep: Class 15 contains 14117 members 
Mstep: Class 16 contains 540927 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 19376 members 
Mstep: Class 19 contains 47377 members 
Mstep: Class 20 contains 23345 members 
Mstep: Class 21 contains 3646 members 
Mstep: Class 22 contains 10645 members 
Mstep: Class 23 contains 47100 members 
Mstep: Class 24 contains 65849 members 
Mstep: Class 25 contains 23091 members 
Mstep: Class 26 contains 17003 members 
Mstep: Class 27 contains 4606 members 
Mstep: Class 28 contains 2963 members 
Mstep: Class 29 contains 2630 members 
Mstep: Class 30 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146431776.000000 Penalty: 106759.125000
Iteration 81Q: 31 clusters Score -1.464318e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 219399 members 
Mstep: Class 4 contains 22412 members 
Mstep: Class 5 contains 116514 members 
Mstep: Class 6 contains 79575 members 
Mstep: Class 7 contains 146882 members 
Mstep: Class 8 contains 48879 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 14146 members 
Mstep: Class 11 contains 29249 members 
Mstep: Class 12 contains 12106 members 
Mstep: Class 13 contains 144862 members 
Mstep: Class 14 contains 14626 members 
Mstep: Class 15 contains 14217 members 
Mstep: Class 16 contains 540427 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 19541 members 
Mstep: Class 19 contains 47316 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 10894 members 
Mstep: Class 23 contains 47030 members 
Mstep: Class 24 contains 65754 members 
Mstep: Class 25 contains 23232 members 
Mstep: Class 26 contains 17632 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 3101 members 
Mstep: Class 29 contains 2757 members 
Mstep: Class 30 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146432832.000000 Penalty: 106759.125000
Iteration 82Q: 31 clusters Score -1.464328e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 219296 members 
Mstep: Class 4 contains 22411 members 
Mstep: Class 5 contains 115994 members 
Mstep: Class 6 contains 80016 members 
Mstep: Class 7 contains 146892 members 
Mstep: Class 8 contains 48914 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 28919 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 144821 members 
Mstep: Class 14 contains 14625 members 
Mstep: Class 15 contains 14338 members 
Mstep: Class 16 contains 539967 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 19692 members 
Mstep: Class 19 contains 47303 members 
Mstep: Class 20 contains 23194 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 11199 members 
Mstep: Class 23 contains 46955 members 
Mstep: Class 24 contains 65668 members 
Mstep: Class 25 contains 23336 members 
Mstep: Class 26 contains 18125 members 
Mstep: Class 27 contains 4607 members 
Mstep: Class 28 contains 3169 members 
Mstep: Class 29 contains 2871 members 
Mstep: Class 30 contains 4006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146434080.000000 Penalty: 106759.125000
Iteration 83Q: 31 clusters Score -1.464341e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 219219 members 
Mstep: Class 4 contains 22424 members 
Mstep: Class 5 contains 115449 members 
Mstep: Class 6 contains 80481 members 
Mstep: Class 7 contains 146894 members 
Mstep: Class 8 contains 48948 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 14347 members 
Mstep: Class 11 contains 28607 members 
Mstep: Class 12 contains 11675 members 
Mstep: Class 13 contains 144792 members 
Mstep: Class 14 contains 14628 members 
Mstep: Class 15 contains 14446 members 
Mstep: Class 16 contains 539617 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 47282 members 
Mstep: Class 20 contains 23149 members 
Mstep: Class 21 contains 3617 members 
Mstep: Class 22 contains 11533 members 
Mstep: Class 23 contains 46872 members 
Mstep: Class 24 contains 65614 members 
Mstep: Class 25 contains 23436 members 
Mstep: Class 26 contains 18480 members 
Mstep: Class 27 contains 4557 members 
Mstep: Class 28 contains 3238 members 
Mstep: Class 29 contains 2963 members 
Mstep: Class 30 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435184.000000 Penalty: 106759.125000
Iteration 84Q: 31 clusters Score -1.464352e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 219148 members 
Mstep: Class 4 contains 22433 members 
Mstep: Class 5 contains 114892 members 
Mstep: Class 6 contains 80972 members 
Mstep: Class 7 contains 146911 members 
Mstep: Class 8 contains 48984 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 14424 members 
Mstep: Class 11 contains 28278 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 144767 members 
Mstep: Class 14 contains 14627 members 
Mstep: Class 15 contains 14535 members 
Mstep: Class 16 contains 539334 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 19807 members 
Mstep: Class 19 contains 47269 members 
Mstep: Class 20 contains 23114 members 
Mstep: Class 21 contains 3612 members 
Mstep: Class 22 contains 11950 members 
Mstep: Class 23 contains 46789 members 
Mstep: Class 24 contains 65548 members 
Mstep: Class 25 contains 23506 members 
Mstep: Class 26 contains 18774 members 
Mstep: Class 27 contains 4514 members 
Mstep: Class 28 contains 3285 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435264.000000 Penalty: 106759.125000
Iteration 85Q: 31 clusters Score -1.464353e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 219115 members 
Mstep: Class 4 contains 22443 members 
Mstep: Class 5 contains 114330 members 
Mstep: Class 6 contains 81471 members 
Mstep: Class 7 contains 146913 members 
Mstep: Class 8 contains 49029 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 27986 members 
Mstep: Class 12 contains 11311 members 
Mstep: Class 13 contains 144749 members 
Mstep: Class 14 contains 14625 members 
Mstep: Class 15 contains 14599 members 
Mstep: Class 16 contains 539068 members 
Mstep: Class 17 contains 3203 members 
Mstep: Class 18 contains 19861 members 
Mstep: Class 19 contains 47250 members 
Mstep: Class 20 contains 23055 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 12273 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 65499 members 
Mstep: Class 25 contains 23575 members 
Mstep: Class 26 contains 19067 members 
Mstep: Class 27 contains 4491 members 
Mstep: Class 28 contains 3321 members 
Mstep: Class 29 contains 3049 members 
Mstep: Class 30 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436256.000000 Penalty: 106759.125000
Iteration 86Q: 31 clusters Score -1.464363e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 219094 members 
Mstep: Class 4 contains 22448 members 
Mstep: Class 5 contains 113757 members 
Mstep: Class 6 contains 81989 members 
Mstep: Class 7 contains 146924 members 
Mstep: Class 8 contains 49062 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 14581 members 
Mstep: Class 11 contains 27746 members 
Mstep: Class 12 contains 11157 members 
Mstep: Class 13 contains 144728 members 
Mstep: Class 14 contains 14628 members 
Mstep: Class 15 contains 14642 members 
Mstep: Class 16 contains 538865 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 23015 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 46612 members 
Mstep: Class 24 contains 65458 members 
Mstep: Class 25 contains 23627 members 
Mstep: Class 26 contains 19282 members 
Mstep: Class 27 contains 4479 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436640.000000 Penalty: 106759.125000
Iteration 87Q: 31 clusters Score -1.464366e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 219047 members 
Mstep: Class 4 contains 22448 members 
Mstep: Class 5 contains 113175 members 
Mstep: Class 6 contains 82543 members 
Mstep: Class 7 contains 146942 members 
Mstep: Class 8 contains 49118 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 14659 members 
Mstep: Class 11 contains 27512 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 144683 members 
Mstep: Class 14 contains 14629 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 16 contains 538658 members 
Mstep: Class 17 contains 3152 members 
Mstep: Class 18 contains 19922 members 
Mstep: Class 19 contains 47201 members 
Mstep: Class 20 contains 22990 members 
Mstep: Class 21 contains 3597 members 
Mstep: Class 22 contains 12858 members 
Mstep: Class 23 contains 46549 members 
Mstep: Class 24 contains 65425 members 
Mstep: Class 25 contains 23683 members 
Mstep: Class 26 contains 19475 members 
Mstep: Class 27 contains 4490 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 3097 members 
Mstep: Class 30 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436640.000000 Penalty: 106759.125000
Iteration 88Q: 31 clusters Score -1.464366e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218994 members 
Mstep: Class 4 contains 22453 members 
Mstep: Class 5 contains 112593 members 
Mstep: Class 6 contains 83163 members 
Mstep: Class 7 contains 146964 members 
Mstep: Class 8 contains 49156 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 27346 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 144652 members 
Mstep: Class 14 contains 14622 members 
Mstep: Class 15 contains 14712 members 
Mstep: Class 16 contains 538446 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 19952 members 
Mstep: Class 19 contains 47155 members 
Mstep: Class 20 contains 22957 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 13105 members 
Mstep: Class 23 contains 46479 members 
Mstep: Class 24 contains 65388 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 19612 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436752.000000 Penalty: 106759.125000
Iteration 89Q: 31 clusters Score -1.464368e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218942 members 
Mstep: Class 4 contains 22464 members 
Mstep: Class 5 contains 112003 members 
Mstep: Class 6 contains 83750 members 
Mstep: Class 7 contains 146982 members 
Mstep: Class 8 contains 49191 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 27182 members 
Mstep: Class 12 contains 10743 members 
Mstep: Class 13 contains 144616 members 
Mstep: Class 14 contains 14616 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 538295 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 19967 members 
Mstep: Class 19 contains 47124 members 
Mstep: Class 20 contains 22923 members 
Mstep: Class 21 contains 3594 members 
Mstep: Class 22 contains 13359 members 
Mstep: Class 23 contains 46402 members 
Mstep: Class 24 contains 65357 members 
Mstep: Class 25 contains 23765 members 
Mstep: Class 26 contains 19714 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 3155 members 
Mstep: Class 30 contains 4030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437136.000000 Penalty: 106759.125000
Iteration 90Q: 31 clusters Score -1.464371e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218865 members 
Mstep: Class 4 contains 22470 members 
Mstep: Class 5 contains 111406 members 
Mstep: Class 6 contains 84354 members 
Mstep: Class 7 contains 147004 members 
Mstep: Class 8 contains 49230 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 27040 members 
Mstep: Class 12 contains 10610 members 
Mstep: Class 13 contains 144601 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 14820 members 
Mstep: Class 16 contains 538175 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 19969 members 
Mstep: Class 19 contains 47076 members 
Mstep: Class 20 contains 22905 members 
Mstep: Class 21 contains 3593 members 
Mstep: Class 22 contains 13609 members 
Mstep: Class 23 contains 46319 members 
Mstep: Class 24 contains 65320 members 
Mstep: Class 25 contains 23812 members 
Mstep: Class 26 contains 19791 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 3576 members 
Mstep: Class 29 contains 3178 members 
Mstep: Class 30 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146438352.000000 Penalty: 106759.125000
Iteration 91Q: 31 clusters Score -1.464384e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218795 members 
Mstep: Class 4 contains 22473 members 
Mstep: Class 5 contains 110839 members 
Mstep: Class 6 contains 84953 members 
Mstep: Class 7 contains 147027 members 
Mstep: Class 8 contains 49264 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 14945 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 10500 members 
Mstep: Class 13 contains 144597 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 14879 members 
Mstep: Class 16 contains 538017 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 19962 members 
Mstep: Class 19 contains 47039 members 
Mstep: Class 20 contains 22886 members 
Mstep: Class 21 contains 3586 members 
Mstep: Class 22 contains 13841 members 
Mstep: Class 23 contains 46254 members 
Mstep: Class 24 contains 65293 members 
Mstep: Class 25 contains 23852 members 
Mstep: Class 26 contains 19861 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 3196 members 
Mstep: Class 30 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439024.000000 Penalty: 106759.125000
Iteration 92Q: 31 clusters Score -1.46439e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218732 members 
Mstep: Class 4 contains 22476 members 
Mstep: Class 5 contains 110243 members 
Mstep: Class 6 contains 85600 members 
Mstep: Class 7 contains 147054 members 
Mstep: Class 8 contains 49309 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 26785 members 
Mstep: Class 12 contains 10398 members 
Mstep: Class 13 contains 144562 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 537841 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 46998 members 
Mstep: Class 20 contains 22882 members 
Mstep: Class 21 contains 3582 members 
Mstep: Class 22 contains 14092 members 
Mstep: Class 23 contains 46138 members 
Mstep: Class 24 contains 65277 members 
Mstep: Class 25 contains 23883 members 
Mstep: Class 26 contains 19945 members 
Mstep: Class 27 contains 4859 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439648.000000 Penalty: 106759.125000
Iteration 93Q: 31 clusters Score -1.464396e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218655 members 
Mstep: Class 4 contains 22478 members 
Mstep: Class 5 contains 109613 members 
Mstep: Class 6 contains 86267 members 
Mstep: Class 7 contains 147082 members 
Mstep: Class 8 contains 49347 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 15092 members 
Mstep: Class 11 contains 26639 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 144534 members 
Mstep: Class 14 contains 14605 members 
Mstep: Class 15 contains 15037 members 
Mstep: Class 16 contains 537718 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 19932 members 
Mstep: Class 19 contains 46967 members 
Mstep: Class 20 contains 22865 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 14363 members 
Mstep: Class 23 contains 46029 members 
Mstep: Class 24 contains 65259 members 
Mstep: Class 25 contains 23924 members 
Mstep: Class 26 contains 20023 members 
Mstep: Class 27 contains 4881 members 
Mstep: Class 28 contains 3684 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439920.000000 Penalty: 106759.125000
Iteration 94Q: 31 clusters Score -1.464399e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218596 members 
Mstep: Class 4 contains 22488 members 
Mstep: Class 5 contains 108945 members 
Mstep: Class 6 contains 86949 members 
Mstep: Class 7 contains 147103 members 
Mstep: Class 8 contains 49379 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 15162 members 
Mstep: Class 11 contains 26518 members 
Mstep: Class 12 contains 10183 members 
Mstep: Class 13 contains 144522 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 15115 members 
Mstep: Class 16 contains 537621 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 19911 members 
Mstep: Class 19 contains 46937 members 
Mstep: Class 20 contains 22852 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 14637 members 
Mstep: Class 23 contains 45921 members 
Mstep: Class 24 contains 65241 members 
Mstep: Class 25 contains 23968 members 
Mstep: Class 26 contains 20057 members 
Mstep: Class 27 contains 4889 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 3234 members 
Mstep: Class 30 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440224.000000 Penalty: 106759.125000
Iteration 95Q: 31 clusters Score -1.464402e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218524 members 
Mstep: Class 4 contains 22499 members 
Mstep: Class 5 contains 108238 members 
Mstep: Class 6 contains 87649 members 
Mstep: Class 7 contains 147124 members 
Mstep: Class 8 contains 49415 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 10105 members 
Mstep: Class 13 contains 144515 members 
Mstep: Class 14 contains 14625 members 
Mstep: Class 15 contains 15173 members 
Mstep: Class 16 contains 537541 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 19903 members 
Mstep: Class 19 contains 46924 members 
Mstep: Class 20 contains 22826 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 14892 members 
Mstep: Class 23 contains 45826 members 
Mstep: Class 24 contains 65224 members 
Mstep: Class 25 contains 24007 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 4880 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 3242 members 
Mstep: Class 30 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440032.000000 Penalty: 106759.125000
Iteration 96Q: 31 clusters Score -1.4644e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218458 members 
Mstep: Class 4 contains 22506 members 
Mstep: Class 5 contains 107518 members 
Mstep: Class 6 contains 88357 members 
Mstep: Class 7 contains 147142 members 
Mstep: Class 8 contains 49444 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 26334 members 
Mstep: Class 12 contains 10029 members 
Mstep: Class 13 contains 144536 members 
Mstep: Class 14 contains 14639 members 
Mstep: Class 15 contains 15231 members 
Mstep: Class 16 contains 537461 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 46876 members 
Mstep: Class 20 contains 22798 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 15147 members 
Mstep: Class 23 contains 45749 members 
Mstep: Class 24 contains 65204 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 20076 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 3248 members 
Mstep: Class 30 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440496.000000 Penalty: 106759.125000
Iteration 97Q: 31 clusters Score -1.464405e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218409 members 
Mstep: Class 4 contains 22519 members 
Mstep: Class 5 contains 106822 members 
Mstep: Class 6 contains 89063 members 
Mstep: Class 7 contains 147156 members 
Mstep: Class 8 contains 49465 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 26262 members 
Mstep: Class 12 contains 9961 members 
Mstep: Class 13 contains 144565 members 
Mstep: Class 14 contains 14646 members 
Mstep: Class 15 contains 15283 members 
Mstep: Class 16 contains 537400 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 46836 members 
Mstep: Class 20 contains 22783 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 15345 members 
Mstep: Class 23 contains 45667 members 
Mstep: Class 24 contains 65167 members 
Mstep: Class 25 contains 24081 members 
Mstep: Class 26 contains 20069 members 
Mstep: Class 27 contains 4839 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 3255 members 
Mstep: Class 30 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440800.000000 Penalty: 106759.125000
Iteration 98Q: 31 clusters Score -1.464408e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218366 members 
Mstep: Class 4 contains 22524 members 
Mstep: Class 5 contains 106121 members 
Mstep: Class 6 contains 89730 members 
Mstep: Class 7 contains 147169 members 
Mstep: Class 8 contains 49503 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 26199 members 
Mstep: Class 12 contains 9903 members 
Mstep: Class 13 contains 144576 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 537319 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 19865 members 
Mstep: Class 19 contains 46829 members 
Mstep: Class 20 contains 22768 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 15538 members 
Mstep: Class 23 contains 45589 members 
Mstep: Class 24 contains 65156 members 
Mstep: Class 25 contains 24114 members 
Mstep: Class 26 contains 20054 members 
Mstep: Class 27 contains 4819 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441120.000000 Penalty: 106759.125000
Iteration 99Q: 31 clusters Score -1.464411e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218342 members 
Mstep: Class 4 contains 22533 members 
Mstep: Class 5 contains 105467 members 
Mstep: Class 6 contains 90400 members 
Mstep: Class 7 contains 147170 members 
Mstep: Class 8 contains 49528 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 26130 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 13 contains 144598 members 
Mstep: Class 14 contains 14668 members 
Mstep: Class 15 contains 15380 members 
Mstep: Class 16 contains 537206 members 
Mstep: Class 17 contains 2892 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 46803 members 
Mstep: Class 20 contains 22767 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 15719 members 
Mstep: Class 23 contains 45521 members 
Mstep: Class 24 contains 65142 members 
Mstep: Class 25 contains 24147 members 
Mstep: Class 26 contains 20025 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 3402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443104.000000 Penalty: 106759.125000
Iteration 100F: 31 clusters Score -1.464431e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 218334 members 
Mstep: Class 4 contains 22540 members 
Mstep: Class 5 contains 104810 members 
Mstep: Class 6 contains 91053 members 
Mstep: Class 7 contains 147176 members 
Mstep: Class 8 contains 49566 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 26075 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 144600 members 
Mstep: Class 14 contains 14678 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 537061 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 46778 members 
Mstep: Class 20 contains 22763 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 15792 members 
Mstep: Class 23 contains 45460 members 
Mstep: Class 24 contains 65125 members 
Mstep: Class 25 contains 24188 members 
Mstep: Class 26 contains 20008 members 
Mstep: Class 27 contains 5057 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 3275 members 
Mstep: Class 30 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444336.000000 Penalty: 106759.125000
Iteration 101Q: 31 clusters Score -1.464443e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 218339 members 
Mstep: Class 4 contains 22551 members 
Mstep: Class 5 contains 104164 members 
Mstep: Class 6 contains 91691 members 
Mstep: Class 7 contains 147182 members 
Mstep: Class 8 contains 49608 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 26029 members 
Mstep: Class 12 contains 9816 members 
Mstep: Class 13 contains 144604 members 
Mstep: Class 14 contains 14683 members 
Mstep: Class 15 contains 15531 members 
Mstep: Class 16 contains 536908 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 19857 members 
Mstep: Class 19 contains 46751 members 
Mstep: Class 20 contains 22746 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 15925 members 
Mstep: Class 23 contains 45369 members 
Mstep: Class 24 contains 65103 members 
Mstep: Class 25 contains 24235 members 
Mstep: Class 26 contains 19967 members 
Mstep: Class 27 contains 5093 members 
Mstep: Class 28 contains 3878 members 
Mstep: Class 29 contains 3295 members 
Mstep: Class 30 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444880.000000 Penalty: 106759.125000
Iteration 102Q: 31 clusters Score -1.464449e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 218309 members 
Mstep: Class 4 contains 22555 members 
Mstep: Class 5 contains 103514 members 
Mstep: Class 6 contains 92330 members 
Mstep: Class 7 contains 147188 members 
Mstep: Class 8 contains 49657 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 15610 members 
Mstep: Class 11 contains 25963 members 
Mstep: Class 12 contains 9787 members 
Mstep: Class 13 contains 144620 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 15624 members 
Mstep: Class 16 contains 536719 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 19842 members 
Mstep: Class 19 contains 46709 members 
Mstep: Class 20 contains 22723 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 16150 members 
Mstep: Class 23 contains 45298 members 
Mstep: Class 24 contains 65067 members 
Mstep: Class 25 contains 24270 members 
Mstep: Class 26 contains 19924 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 3932 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445680.000000 Penalty: 106759.125000
Iteration 103Q: 31 clusters Score -1.464457e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 218278 members 
Mstep: Class 4 contains 22558 members 
Mstep: Class 5 contains 102823 members 
Mstep: Class 6 contains 92990 members 
Mstep: Class 7 contains 147218 members 
Mstep: Class 8 contains 49692 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 25911 members 
Mstep: Class 12 contains 9778 members 
Mstep: Class 13 contains 144638 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 15 contains 15713 members 
Mstep: Class 16 contains 536492 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 19839 members 
Mstep: Class 19 contains 46656 members 
Mstep: Class 20 contains 22703 members 
Mstep: Class 21 contains 3553 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 45227 members 
Mstep: Class 24 contains 65032 members 
Mstep: Class 25 contains 24318 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 5028 members 
Mstep: Class 28 contains 3983 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 3096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446320.000000 Penalty: 106759.125000
Iteration 104Q: 31 clusters Score -1.464463e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 218259 members 
Mstep: Class 4 contains 22555 members 
Mstep: Class 5 contains 102132 members 
Mstep: Class 6 contains 93688 members 
Mstep: Class 7 contains 147238 members 
Mstep: Class 8 contains 49722 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 25833 members 
Mstep: Class 12 contains 9760 members 
Mstep: Class 13 contains 144643 members 
Mstep: Class 14 contains 14715 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 536278 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 19831 members 
Mstep: Class 19 contains 46601 members 
Mstep: Class 20 contains 22702 members 
Mstep: Class 21 contains 3553 members 
Mstep: Class 22 contains 16734 members 
Mstep: Class 23 contains 45143 members 
Mstep: Class 24 contains 65014 members 
Mstep: Class 25 contains 24351 members 
Mstep: Class 26 contains 19780 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 4021 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446656.000000 Penalty: 106759.125000
Iteration 105Q: 31 clusters Score -1.464467e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218233 members 
Mstep: Class 4 contains 22555 members 
Mstep: Class 5 contains 101417 members 
Mstep: Class 6 contains 94381 members 
Mstep: Class 7 contains 147256 members 
Mstep: Class 8 contains 49757 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 15815 members 
Mstep: Class 11 contains 25773 members 
Mstep: Class 12 contains 9720 members 
Mstep: Class 13 contains 144644 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 536047 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 19840 members 
Mstep: Class 19 contains 46540 members 
Mstep: Class 20 contains 22707 members 
Mstep: Class 21 contains 3554 members 
Mstep: Class 22 contains 17078 members 
Mstep: Class 23 contains 45079 members 
Mstep: Class 24 contains 64995 members 
Mstep: Class 25 contains 24380 members 
Mstep: Class 26 contains 19691 members 
Mstep: Class 27 contains 4947 members 
Mstep: Class 28 contains 4072 members 
Mstep: Class 29 contains 3313 members 
Mstep: Class 30 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447040.000000 Penalty: 106759.125000
Iteration 106Q: 31 clusters Score -1.46447e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218209 members 
Mstep: Class 4 contains 22550 members 
Mstep: Class 5 contains 100664 members 
Mstep: Class 6 contains 95084 members 
Mstep: Class 7 contains 147277 members 
Mstep: Class 8 contains 49806 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 15869 members 
Mstep: Class 11 contains 25705 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 144655 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 535883 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 19842 members 
Mstep: Class 19 contains 46468 members 
Mstep: Class 20 contains 22707 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 17366 members 
Mstep: Class 23 contains 45019 members 
Mstep: Class 24 contains 64990 members 
Mstep: Class 25 contains 24412 members 
Mstep: Class 26 contains 19618 members 
Mstep: Class 27 contains 4909 members 
Mstep: Class 28 contains 4119 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447232.000000 Penalty: 106759.125000
Iteration 107Q: 31 clusters Score -1.464472e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218190 members 
Mstep: Class 4 contains 22542 members 
Mstep: Class 5 contains 99904 members 
Mstep: Class 6 contains 95823 members 
Mstep: Class 7 contains 147296 members 
Mstep: Class 8 contains 49823 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 15927 members 
Mstep: Class 11 contains 25620 members 
Mstep: Class 12 contains 9684 members 
Mstep: Class 13 contains 144655 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 15958 members 
Mstep: Class 16 contains 535705 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 19846 members 
Mstep: Class 19 contains 46406 members 
Mstep: Class 20 contains 22705 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 17687 members 
Mstep: Class 23 contains 44952 members 
Mstep: Class 24 contains 64990 members 
Mstep: Class 25 contains 24448 members 
Mstep: Class 26 contains 19521 members 
Mstep: Class 27 contains 4882 members 
Mstep: Class 28 contains 4165 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 31 clusters Score -1.464474e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218169 members 
Mstep: Class 4 contains 22542 members 
Mstep: Class 5 contains 99117 members 
Mstep: Class 6 contains 96553 members 
Mstep: Class 7 contains 147319 members 
Mstep: Class 8 contains 49845 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 15992 members 
Mstep: Class 11 contains 25555 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 144677 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 15982 members 
Mstep: Class 16 contains 535543 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 19845 members 
Mstep: Class 19 contains 46340 members 
Mstep: Class 20 contains 22712 members 
Mstep: Class 21 contains 3560 members 
Mstep: Class 22 contains 17985 members 
Mstep: Class 23 contains 44889 members 
Mstep: Class 24 contains 64998 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 19407 members 
Mstep: Class 27 contains 4866 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447920.000000 Penalty: 106759.125000
Iteration 109Q: 31 clusters Score -1.464479e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218146 members 
Mstep: Class 4 contains 22542 members 
Mstep: Class 5 contains 98337 members 
Mstep: Class 6 contains 97281 members 
Mstep: Class 7 contains 147335 members 
Mstep: Class 8 contains 49865 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 25496 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 144705 members 
Mstep: Class 14 contains 14799 members 
Mstep: Class 15 contains 16006 members 
Mstep: Class 16 contains 535383 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 19859 members 
Mstep: Class 19 contains 46263 members 
Mstep: Class 20 contains 22723 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 44815 members 
Mstep: Class 24 contains 65002 members 
Mstep: Class 25 contains 24493 members 
Mstep: Class 26 contains 19269 members 
Mstep: Class 27 contains 4852 members 
Mstep: Class 28 contains 4240 members 
Mstep: Class 29 contains 3322 members 
Mstep: Class 30 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146448272.000000 Penalty: 106759.125000
Iteration 110Q: 31 clusters Score -1.464483e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218098 members 
Mstep: Class 4 contains 22543 members 
Mstep: Class 5 contains 97561 members 
Mstep: Class 6 contains 98041 members 
Mstep: Class 7 contains 147342 members 
Mstep: Class 8 contains 49884 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 144748 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 535227 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 46183 members 
Mstep: Class 20 contains 22729 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 18591 members 
Mstep: Class 23 contains 44751 members 
Mstep: Class 24 contains 65013 members 
Mstep: Class 25 contains 24515 members 
Mstep: Class 26 contains 19173 members 
Mstep: Class 27 contains 4830 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 3328 members 
Mstep: Class 30 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146448864.000000 Penalty: 106759.125000
Iteration 111Q: 31 clusters Score -1.464489e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218066 members 
Mstep: Class 4 contains 22541 members 
Mstep: Class 5 contains 96796 members 
Mstep: Class 6 contains 98790 members 
Mstep: Class 7 contains 147370 members 
Mstep: Class 8 contains 49888 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 11 contains 25354 members 
Mstep: Class 12 contains 9605 members 
Mstep: Class 13 contains 144781 members 
Mstep: Class 14 contains 14827 members 
Mstep: Class 15 contains 16036 members 
Mstep: Class 16 contains 535086 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 19876 members 
Mstep: Class 19 contains 46093 members 
Mstep: Class 20 contains 22730 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 18840 members 
Mstep: Class 23 contains 44683 members 
Mstep: Class 24 contains 65022 members 
Mstep: Class 25 contains 24539 members 
Mstep: Class 26 contains 19098 members 
Mstep: Class 27 contains 4822 members 
Mstep: Class 28 contains 4306 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146449008.000000 Penalty: 106759.125000
Iteration 112Q: 31 clusters Score -1.46449e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 218009 members 
Mstep: Class 4 contains 22544 members 
Mstep: Class 5 contains 96069 members 
Mstep: Class 6 contains 99562 members 
Mstep: Class 7 contains 147395 members 
Mstep: Class 8 contains 49908 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 25284 members 
Mstep: Class 12 contains 9586 members 
Mstep: Class 13 contains 144807 members 
Mstep: Class 14 contains 14844 members 
Mstep: Class 15 contains 16049 members 
Mstep: Class 16 contains 534949 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 46010 members 
Mstep: Class 20 contains 22744 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 19105 members 
Mstep: Class 23 contains 44582 members 
Mstep: Class 24 contains 65037 members 
Mstep: Class 25 contains 24559 members 
Mstep: Class 26 contains 18962 members 
Mstep: Class 27 contains 4810 members 
Mstep: Class 28 contains 4343 members 
Mstep: Class 29 contains 3337 members 
Mstep: Class 30 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146449152.000000 Penalty: 106759.125000
Iteration 113Q: 31 clusters Score -1.464492e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217941 members 
Mstep: Class 4 contains 22541 members 
Mstep: Class 5 contains 95332 members 
Mstep: Class 6 contains 100358 members 
Mstep: Class 7 contains 147419 members 
Mstep: Class 8 contains 49914 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 16327 members 
Mstep: Class 11 contains 25221 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 144816 members 
Mstep: Class 14 contains 14869 members 
Mstep: Class 15 contains 16045 members 
Mstep: Class 16 contains 534856 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 19919 members 
Mstep: Class 19 contains 45942 members 
Mstep: Class 20 contains 22761 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 19347 members 
Mstep: Class 23 contains 44485 members 
Mstep: Class 24 contains 65050 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 18826 members 
Mstep: Class 27 contains 4806 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 3338 members 
Mstep: Class 30 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146449136.000000 Penalty: 106759.125000
Iteration 114Q: 31 clusters Score -1.464491e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217897 members 
Mstep: Class 4 contains 22540 members 
Mstep: Class 5 contains 94610 members 
Mstep: Class 6 contains 101158 members 
Mstep: Class 7 contains 147441 members 
Mstep: Class 8 contains 49931 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 16405 members 
Mstep: Class 11 contains 25184 members 
Mstep: Class 12 contains 9544 members 
Mstep: Class 13 contains 144819 members 
Mstep: Class 14 contains 14876 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 534770 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 19933 members 
Mstep: Class 19 contains 45856 members 
Mstep: Class 20 contains 22780 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 19535 members 
Mstep: Class 23 contains 44396 members 
Mstep: Class 24 contains 65069 members 
Mstep: Class 25 contains 24589 members 
Mstep: Class 26 contains 18679 members 
Mstep: Class 27 contains 4804 members 
Mstep: Class 28 contains 4391 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 3402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146449792.000000 Penalty: 106759.125000
Iteration 115Q: 31 clusters Score -1.464498e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217861 members 
Mstep: Class 4 contains 22537 members 
Mstep: Class 5 contains 93862 members 
Mstep: Class 6 contains 101956 members 
Mstep: Class 7 contains 147471 members 
Mstep: Class 8 contains 49942 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 25145 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 144818 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 15 contains 16057 members 
Mstep: Class 16 contains 534684 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 18 contains 19948 members 
Mstep: Class 19 contains 45798 members 
Mstep: Class 20 contains 22798 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 23 contains 44316 members 
Mstep: Class 24 contains 65088 members 
Mstep: Class 25 contains 24600 members 
Mstep: Class 26 contains 18563 members 
Mstep: Class 27 contains 4800 members 
Mstep: Class 28 contains 4408 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146449936.000000 Penalty: 106759.125000
Iteration 116Q: 31 clusters Score -1.464499e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217850 members 
Mstep: Class 4 contains 22543 members 
Mstep: Class 5 contains 93096 members 
Mstep: Class 6 contains 102780 members 
Mstep: Class 7 contains 147480 members 
Mstep: Class 8 contains 49973 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 25117 members 
Mstep: Class 12 contains 9516 members 
Mstep: Class 13 contains 144818 members 
Mstep: Class 14 contains 14875 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 534588 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 19967 members 
Mstep: Class 19 contains 45732 members 
Mstep: Class 20 contains 22807 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 19831 members 
Mstep: Class 23 contains 44236 members 
Mstep: Class 24 contains 65120 members 
Mstep: Class 25 contains 24608 members 
Mstep: Class 26 contains 18459 members 
Mstep: Class 27 contains 4794 members 
Mstep: Class 28 contains 4422 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450016.000000 Penalty: 106759.125000
Iteration 117Q: 31 clusters Score -1.4645e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217838 members 
Mstep: Class 4 contains 22551 members 
Mstep: Class 5 contains 92341 members 
Mstep: Class 6 contains 103634 members 
Mstep: Class 7 contains 147492 members 
Mstep: Class 8 contains 49985 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 16578 members 
Mstep: Class 11 contains 25088 members 
Mstep: Class 12 contains 9508 members 
Mstep: Class 13 contains 144797 members 
Mstep: Class 14 contains 14875 members 
Mstep: Class 15 contains 16069 members 
Mstep: Class 16 contains 534533 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 19971 members 
Mstep: Class 19 contains 45669 members 
Mstep: Class 20 contains 22819 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 23 contains 44130 members 
Mstep: Class 24 contains 65140 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 4787 members 
Mstep: Class 28 contains 4454 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450224.000000 Penalty: 106759.125000
Iteration 118Q: 31 clusters Score -1.464502e+08 nChanged 1966
Entering ConstructFrom: 
Score: -146450224.000000 Penalty: 106759.125000
Entering ConstructFrom: 
Trying to split cluster 1 (24149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Entering Unmasked Estep 
Score: -2110142.500000 Penalty: 2502.815430
	Iteration 0F: 2 clusters Score -2110142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2093404.125000 Penalty: 5005.630859
	Iteration 0F: 3 clusters Score -2093404 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2099194.750000 Penalty: 5005.630859
	Iteration 1F: 3 clusters Score -2099195 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2099688.500000 Penalty: 5005.630859
	Iteration 2F: 3 clusters Score -2099688 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2100262.000000 Penalty: 5005.630859
	Iteration 3F: 3 clusters Score -2100262 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2100964.750000 Penalty: 5005.630859
	Iteration 4F: 3 clusters Score -2100965 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2101816.000000 Penalty: 5005.630859
	Iteration 5F: 3 clusters Score -2101816 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2102769.250000 Penalty: 5005.630859
	Iteration 6F: 3 clusters Score -2102769 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2103651.500000 Penalty: 5005.630859
	Iteration 7F: 3 clusters Score -2103652 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2104498.750000 Penalty: 5005.630859
	Iteration 8F: 3 clusters Score -2104499 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2105250.500000 Penalty: 5005.630859
	Iteration 9Q: 3 clusters Score -2105250 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2105865.250000 Penalty: 5005.630859
	Iteration 10Q: 3 clusters Score -2105865 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2106311.750000 Penalty: 5005.630859
	Iteration 11Q: 3 clusters Score -2106312 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2106717.250000 Penalty: 5005.630859
	Iteration 12Q: 3 clusters Score -2106717 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2107033.250000 Penalty: 5005.630859
	Iteration 13Q: 3 clusters Score -2107033 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2107302.750000 Penalty: 5005.630859
	Iteration 14Q: 3 clusters Score -2107303 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2107529.750000 Penalty: 5005.630859
	Iteration 15Q: 3 clusters Score -2107530 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2107696.500000 Penalty: 5005.630859
	Iteration 16Q: 3 clusters Score -2107696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2107789.000000 Penalty: 5005.630859
	Iteration 17Q: 3 clusters Score -2107789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2107861.250000 Penalty: 5005.630859
	Iteration 18Q: 3 clusters Score -2107861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2107886.750000 Penalty: 5005.630859
	Iteration 19Q: 3 clusters Score -2107887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2107899.000000 Penalty: 5005.630859
	Iteration 20F: 3 clusters Score -2107899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2107915.750000 Penalty: 5005.630859
	Iteration 21Q: 3 clusters Score -2107916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2107927.750000 Penalty: 5005.630859
	Iteration 22Q: 3 clusters Score -2107928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2107943.250000 Penalty: 5005.630859
	Iteration 23Q: 3 clusters Score -2107943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2107958.500000 Penalty: 5005.630859
	Iteration 24Q: 3 clusters Score -2107958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2107967.250000 Penalty: 5005.630859
	Iteration 25Q: 3 clusters Score -2107967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2107975.250000 Penalty: 5005.630859
	Iteration 26Q: 3 clusters Score -2107975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2107974.750000 Penalty: 5005.630859
	Iteration 27Q: 3 clusters Score -2107975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2107975.750000 Penalty: 5005.630859
	Iteration 28Q: 3 clusters Score -2107976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2107980.000000 Penalty: 5005.630859
	Iteration 29Q: 3 clusters Score -2107980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2107981.000000 Penalty: 5005.630859
	Iteration 30Q: 3 clusters Score -2107981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2107982.000000 Penalty: 5005.630859
	Iteration 31Q: 3 clusters Score -2107982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2107987.750000 Penalty: 5005.630859
	Iteration 32Q: 3 clusters Score -2107988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2107988.500000 Penalty: 5005.630859
	Iteration 33Q: 3 clusters Score -2107988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2107988.500000 Penalty: 5005.630859
	Iteration 34Q: 3 clusters Score -2107988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2107988.500000 Penalty: 5005.630859
	Iteration 35F: 3 clusters Score -2107988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22073.775391 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -22073.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20826.048828 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -20826.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20902.326172 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -20902.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20934.792969 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -20934.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20945.214844 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -20945.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20945.214844 Penalty: 2822.418457
	Iteration 4F: 3 clusters Score -20945.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (217831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217831 members 
Entering Unmasked Estep 
Score: -19371788.000000 Penalty: 3048.285889
	Iteration 0F: 2 clusters Score -1.937179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -19225782.000000 Penalty: 6096.571777
	Iteration 0F: 3 clusters Score -1.922578e+07 nChanged 105255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -19287326.000000 Penalty: 6096.571777
	Iteration 1F: 3 clusters Score -1.928733e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -19288794.000000 Penalty: 6096.571777
	Iteration 2Q: 3 clusters Score -1.928879e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107918 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -19291036.000000 Penalty: 6096.571777
	Iteration 3Q: 3 clusters Score -1.929104e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -19293962.000000 Penalty: 6096.571777
	Iteration 4Q: 3 clusters Score -1.929396e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 111567 members 
Entering Unmasked Estep 
Score: -19297836.000000 Penalty: 6096.571777
	Iteration 5Q: 3 clusters Score -1.929784e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 113254 members 
Entering Unmasked Estep 
Score: -19302132.000000 Penalty: 6096.571777
	Iteration 6Q: 3 clusters Score -1.930213e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
Score: -19306222.000000 Penalty: 6096.571777
	Iteration 7Q: 3 clusters Score -1.930622e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 118800 members 
Entering Unmasked Estep 
Score: -19310020.000000 Penalty: 6096.571777
	Iteration 8Q: 3 clusters Score -1.931002e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -19312972.000000 Penalty: 6096.571777
	Iteration 9Q: 3 clusters Score -1.931297e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 127401 members 
Entering Unmasked Estep 
Score: -19315280.000000 Penalty: 6096.571777
	Iteration 10Q: 3 clusters Score -1.931528e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -19317582.000000 Penalty: 6096.571777
	Iteration 11Q: 3 clusters Score -1.931758e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -19320464.000000 Penalty: 6096.571777
	Iteration 12Q: 3 clusters Score -1.932046e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -19324072.000000 Penalty: 6096.571777
	Iteration 13Q: 3 clusters Score -1.932407e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 156940 members 
Entering Unmasked Estep 
Score: -19328578.000000 Penalty: 6096.571777
	Iteration 14Q: 3 clusters Score -1.932858e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -19334466.000000 Penalty: 6096.571777
	Iteration 15Q: 3 clusters Score -1.933447e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -19341650.000000 Penalty: 6096.571777
	Iteration 16Q: 3 clusters Score -1.934165e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 187633 members 
Entering Unmasked Estep 
Score: -19348750.000000 Penalty: 6096.571777
	Iteration 17Q: 3 clusters Score -1.934875e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -19355550.000000 Penalty: 6096.571777
	Iteration 18Q: 3 clusters Score -1.935555e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 202112 members 
Entering Unmasked Estep 
Score: -19360900.000000 Penalty: 6096.571777
	Iteration 19Q: 3 clusters Score -1.93609e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -19364798.000000 Penalty: 6096.571777
	Iteration 20F: 3 clusters Score -1.93648e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 208736 members 
Entering Unmasked Estep 
Score: -19367132.000000 Penalty: 6096.571777
	Iteration 21Q: 3 clusters Score -1.936713e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 210369 members 
Entering Unmasked Estep 
Score: -19368508.000000 Penalty: 6096.571777
	Iteration 22Q: 3 clusters Score -1.936851e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 211441 members 
Entering Unmasked Estep 
Score: -19369656.000000 Penalty: 6096.571777
	Iteration 23Q: 3 clusters Score -1.936966e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 212139 members 
Entering Unmasked Estep 
Score: -19370464.000000 Penalty: 6096.571777
	Iteration 24Q: 3 clusters Score -1.937046e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 212595 members 
Entering Unmasked Estep 
Score: -19371074.000000 Penalty: 6096.571777
	Iteration 25Q: 3 clusters Score -1.937107e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 212900 members 
Entering Unmasked Estep 
Score: -19371350.000000 Penalty: 6096.571777
	Iteration 26Q: 3 clusters Score -1.937135e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 213082 members 
Entering Unmasked Estep 
Score: -19371490.000000 Penalty: 6096.571777
	Iteration 27Q: 3 clusters Score -1.937149e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 213187 members 
Entering Unmasked Estep 
Score: -19371562.000000 Penalty: 6096.571777
	Iteration 28Q: 3 clusters Score -1.937156e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 213248 members 
Entering Unmasked Estep 
Score: -19371612.000000 Penalty: 6096.571777
	Iteration 29Q: 3 clusters Score -1.937161e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 213296 members 
Entering Unmasked Estep 
Score: -19371664.000000 Penalty: 6096.571777
	Iteration 30Q: 3 clusters Score -1.937166e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 213340 members 
Entering Unmasked Estep 
Score: -19371696.000000 Penalty: 6096.571777
	Iteration 31Q: 3 clusters Score -1.93717e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 213371 members 
Entering Unmasked Estep 
Score: -19371668.000000 Penalty: 6096.571777
	Iteration 32Q: 3 clusters Score -1.937167e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 213393 members 
Entering Unmasked Estep 
Score: -19371692.000000 Penalty: 6096.571777
	Iteration 33Q: 3 clusters Score -1.937169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 213406 members 
Entering Unmasked Estep 
Score: -19371720.000000 Penalty: 6096.571777
	Iteration 34Q: 3 clusters Score -1.937172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 213413 members 
Entering Unmasked Estep 
Score: -19371722.000000 Penalty: 6096.571777
	Iteration 35Q: 3 clusters Score -1.937172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 213418 members 
Entering Unmasked Estep 
Score: -19371730.000000 Penalty: 6096.571777
	Iteration 36Q: 3 clusters Score -1.937173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 213421 members 
Entering Unmasked Estep 
Score: -19371732.000000 Penalty: 6096.571777
	Iteration 37Q: 3 clusters Score -1.937173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 213416 members 
Entering Unmasked Estep 
Score: -19371722.000000 Penalty: 6096.571777
	Iteration 38Q: 3 clusters Score -1.937172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 213411 members 
Entering Unmasked Estep 
Score: -19371706.000000 Penalty: 6096.571777
	Iteration 39Q: 3 clusters Score -1.937171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 213405 members 
Entering Unmasked Estep 
Score: -19371710.000000 Penalty: 6096.571777
	Iteration 40F: 3 clusters Score -1.937171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 213400 members 
Entering Unmasked Estep 
Score: -19371702.000000 Penalty: 6096.571777
	Iteration 41Q: 3 clusters Score -1.93717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 213399 members 
Entering Unmasked Estep 
Score: -19371704.000000 Penalty: 6096.571777
	Iteration 42Q: 3 clusters Score -1.93717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 213398 members 
Entering Unmasked Estep 
Score: -19371708.000000 Penalty: 6096.571777
	Iteration 43Q: 3 clusters Score -1.937171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 213401 members 
Entering Unmasked Estep 
Score: -19371696.000000 Penalty: 6096.571777
	Iteration 44Q: 3 clusters Score -1.93717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 213405 members 
Entering Unmasked Estep 
Score: -19371696.000000 Penalty: 6096.571777
	Iteration 45Q: 3 clusters Score -1.93717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 213404 members 
Entering Unmasked Estep 
Score: -19371700.000000 Penalty: 6096.571777
	Iteration 46Q: 3 clusters Score -1.93717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 213404 members 
Entering Unmasked Estep 
Score: -19371694.000000 Penalty: 6096.571777
	Iteration 47Q: 3 clusters Score -1.937169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 213404 members 
Entering Unmasked Estep 
Score: -19371688.000000 Penalty: 6096.571777
	Iteration 48Q: 3 clusters Score -1.937169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 213403 members 
Entering Unmasked Estep 
Score: -19371688.000000 Penalty: 6096.571777
	Iteration 49Q: 3 clusters Score -1.937169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 213398 members 
Entering Unmasked Estep 
Score: -19371688.000000 Penalty: 6096.571777
	Iteration 50Q: 3 clusters Score -1.937169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 213399 members 
Entering Unmasked Estep 
Score: -19371664.000000 Penalty: 6096.571777
	Iteration 51Q: 3 clusters Score -1.937166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 213398 members 
Entering Unmasked Estep 
Score: -19371674.000000 Penalty: 6096.571777
	Iteration 52Q: 3 clusters Score -1.937167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 213399 members 
Entering Unmasked Estep 
Score: -19371688.000000 Penalty: 6096.571777
	Iteration 53Q: 3 clusters Score -1.937169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 213401 members 
Entering Unmasked Estep 
Score: -19371678.000000 Penalty: 6096.571777
	Iteration 54Q: 3 clusters Score -1.937168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 213402 members 
Entering Unmasked Estep 
Score: -19371680.000000 Penalty: 6096.571777
	Iteration 55Q: 3 clusters Score -1.937168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 213402 members 
Entering Unmasked Estep 
Score: -19371680.000000 Penalty: 6096.571777
	Iteration 56F: 3 clusters Score -1.937168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Entering Unmasked Estep 
Score: -1999892.875000 Penalty: 2485.891602
	Iteration 0F: 2 clusters Score -1999893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1984170.625000 Penalty: 4971.783203
	Iteration 0F: 3 clusters Score -1984171 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1989668.250000 Penalty: 4971.783203
	Iteration 1F: 3 clusters Score -1989668 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1990086.875000 Penalty: 4971.783203
	Iteration 2F: 3 clusters Score -1990087 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1990411.625000 Penalty: 4971.783203
	Iteration 3Q: 3 clusters Score -1990412 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1990715.375000 Penalty: 4971.783203
	Iteration 4Q: 3 clusters Score -1990715 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1991033.875000 Penalty: 4971.783203
	Iteration 5Q: 3 clusters Score -1991034 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1991364.375000 Penalty: 4971.783203
	Iteration 6Q: 3 clusters Score -1991364 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1991726.375000 Penalty: 4971.783203
	Iteration 7Q: 3 clusters Score -1991726 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1992092.125000 Penalty: 4971.783203
	Iteration 8Q: 3 clusters Score -1992092 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1992517.250000 Penalty: 4971.783203
	Iteration 9Q: 3 clusters Score -1992517 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1993024.375000 Penalty: 4971.783203
	Iteration 10Q: 3 clusters Score -1993024 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1993546.875000 Penalty: 4971.783203
	Iteration 11Q: 3 clusters Score -1993547 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1994089.125000 Penalty: 4971.783203
	Iteration 12Q: 3 clusters Score -1994089 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1994499.000000 Penalty: 4971.783203
	Iteration 13Q: 3 clusters Score -1994499 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1994733.125000 Penalty: 4971.783203
	Iteration 14Q: 3 clusters Score -1994733 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1994859.625000 Penalty: 4971.783203
	Iteration 15Q: 3 clusters Score -1994860 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1994944.625000 Penalty: 4971.783203
	Iteration 16Q: 3 clusters Score -1994945 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1995007.000000 Penalty: 4971.783203
	Iteration 17Q: 3 clusters Score -1995007 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1995046.000000 Penalty: 4971.783203
	Iteration 18Q: 3 clusters Score -1995046 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1995088.875000 Penalty: 4971.783203
	Iteration 19Q: 3 clusters Score -1995089 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1995116.625000 Penalty: 4971.783203
	Iteration 20F: 3 clusters Score -1995117 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1995158.250000 Penalty: 4971.783203
	Iteration 21Q: 3 clusters Score -1995158 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1995174.250000 Penalty: 4971.783203
	Iteration 22Q: 3 clusters Score -1995174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1995207.250000 Penalty: 4971.783203
	Iteration 23Q: 3 clusters Score -1995207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1995222.500000 Penalty: 4971.783203
	Iteration 24Q: 3 clusters Score -1995222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1995244.250000 Penalty: 4971.783203
	Iteration 25Q: 3 clusters Score -1995244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1995264.500000 Penalty: 4971.783203
	Iteration 26Q: 3 clusters Score -1995264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1995279.375000 Penalty: 4971.783203
	Iteration 27Q: 3 clusters Score -1995279 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1995289.375000 Penalty: 4971.783203
	Iteration 28Q: 3 clusters Score -1995289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1995298.875000 Penalty: 4971.783203
	Iteration 29Q: 3 clusters Score -1995299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1995305.500000 Penalty: 4971.783203
	Iteration 30Q: 3 clusters Score -1995306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1995328.500000 Penalty: 4971.783203
	Iteration 31Q: 3 clusters Score -1995328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1995333.625000 Penalty: 4971.783203
	Iteration 32Q: 3 clusters Score -1995334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1995348.125000 Penalty: 4971.783203
	Iteration 33Q: 3 clusters Score -1995348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1995369.125000 Penalty: 4971.783203
	Iteration 34Q: 3 clusters Score -1995369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1995367.750000 Penalty: 4971.783203
	Iteration 35Q: 3 clusters Score -1995368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1995380.000000 Penalty: 4971.783203
	Iteration 36Q: 3 clusters Score -1995380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1995397.125000 Penalty: 4971.783203
	Iteration 37Q: 3 clusters Score -1995397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1995406.250000 Penalty: 4971.783203
	Iteration 38Q: 3 clusters Score -1995406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1995416.250000 Penalty: 4971.783203
	Iteration 39Q: 3 clusters Score -1995416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1995424.750000 Penalty: 4971.783203
	Iteration 40F: 3 clusters Score -1995425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1995445.500000 Penalty: 4971.783203
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Mstep: Class 1 contains 11264 members 
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Mstep: Class 1 contains 10939 members 
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Mstep: Class 1 contains 10826 members 
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Mstep: Class 1 contains 10768 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1996156.500000 Penalty: 4971.783203
	Iteration 137Q: 3 clusters Score -1996156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1996191.250000 Penalty: 4971.783203
	Iteration 138Q: 3 clusters Score -1996191 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1996216.125000 Penalty: 4971.783203
	Iteration 139Q: 3 clusters Score -1996216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1996251.375000 Penalty: 4971.783203
	Iteration 140F: 3 clusters Score -1996251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1996262.000000 Penalty: 4971.783203
	Iteration 141Q: 3 clusters Score -1996262 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1996285.125000 Penalty: 4971.783203
	Iteration 142Q: 3 clusters Score -1996285 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1996325.875000 Penalty: 4971.783203
	Iteration 143Q: 3 clusters Score -1996326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1996349.375000 Penalty: 4971.783203
	Iteration 144Q: 3 clusters Score -1996349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1996374.375000 Penalty: 4971.783203
	Iteration 145Q: 3 clusters Score -1996374 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1996392.250000 Penalty: 4971.783203
	Iteration 146Q: 3 clusters Score -1996392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1996412.375000 Penalty: 4971.783203
	Iteration 147Q: 3 clusters Score -1996412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1996443.125000 Penalty: 4971.783203
	Iteration 148Q: 3 clusters Score -1996443 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1996470.375000 Penalty: 4971.783203
	Iteration 149Q: 3 clusters Score -1996470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1996491.500000 Penalty: 4971.783203
	Iteration 150Q: 3 clusters Score -1996492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1996525.875000 Penalty: 4971.783203
	Iteration 151Q: 3 clusters Score -1996526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1996560.125000 Penalty: 4971.783203
	Iteration 152Q: 3 clusters Score -1996560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1996583.500000 Penalty: 4971.783203
	Iteration 153Q: 3 clusters Score -1996584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1996603.125000 Penalty: 4971.783203
	Iteration 154Q: 3 clusters Score -1996603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1996630.750000 Penalty: 4971.783203
	Iteration 155Q: 3 clusters Score -1996631 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1996662.750000 Penalty: 4971.783203
	Iteration 156Q: 3 clusters Score -1996663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1996684.000000 Penalty: 4971.783203
	Iteration 157Q: 3 clusters Score -1996684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1996703.250000 Penalty: 4971.783203
	Iteration 158Q: 3 clusters Score -1996703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1996728.125000 Penalty: 4971.783203
	Iteration 159Q: 3 clusters Score -1996728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1996754.125000 Penalty: 4971.783203
	Iteration 160F: 3 clusters Score -1996754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1996780.125000 Penalty: 4971.783203
	Iteration 161Q: 3 clusters Score -1996780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1996799.250000 Penalty: 4971.783203
	Iteration 162Q: 3 clusters Score -1996799 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1996840.125000 Penalty: 4971.783203
	Iteration 163Q: 3 clusters Score -1996840 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1996876.375000 Penalty: 4971.783203
	Iteration 164Q: 3 clusters Score -1996876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1996912.750000 Penalty: 4971.783203
	Iteration 165Q: 3 clusters Score -1996913 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1996958.875000 Penalty: 4971.783203
	Iteration 166Q: 3 clusters Score -1996959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1997015.625000 Penalty: 4971.783203
	Iteration 167Q: 3 clusters Score -1997016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1997075.125000 Penalty: 4971.783203
	Iteration 168Q: 3 clusters Score -1997075 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1997120.625000 Penalty: 4971.783203
	Iteration 169Q: 3 clusters Score -1997121 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1997160.750000 Penalty: 4971.783203
	Iteration 170Q: 3 clusters Score -1997161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1997202.500000 Penalty: 4971.783203
	Iteration 171Q: 3 clusters Score -1997202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1997239.750000 Penalty: 4971.783203
	Iteration 172Q: 3 clusters Score -1997240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1997279.875000 Penalty: 4971.783203
	Iteration 173Q: 3 clusters Score -1997280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1997325.625000 Penalty: 4971.783203
	Iteration 174Q: 3 clusters Score -1997326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1997366.625000 Penalty: 4971.783203
	Iteration 175Q: 3 clusters Score -1997367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1997402.000000 Penalty: 4971.783203
	Iteration 176Q: 3 clusters Score -1997402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1997428.875000 Penalty: 4971.783203
	Iteration 177Q: 3 clusters Score -1997429 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1997466.000000 Penalty: 4971.783203
	Iteration 178Q: 3 clusters Score -1997466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1997495.125000 Penalty: 4971.783203
	Iteration 179Q: 3 clusters Score -1997495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1997531.625000 Penalty: 4971.783203
	Iteration 180F: 3 clusters Score -1997532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1997555.000000 Penalty: 4971.783203
	Iteration 181Q: 3 clusters Score -1997555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1997592.875000 Penalty: 4971.783203
	Iteration 182Q: 3 clusters Score -1997593 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -1997625.750000 Penalty: 4971.783203
	Iteration 183Q: 3 clusters Score -1997626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -1997659.375000 Penalty: 4971.783203
	Iteration 184Q: 3 clusters Score -1997659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1997682.875000 Penalty: 4971.783203
	Iteration 185Q: 3 clusters Score -1997683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1997696.875000 Penalty: 4971.783203
	Iteration 186Q: 3 clusters Score -1997697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1997717.375000 Penalty: 4971.783203
	Iteration 187Q: 3 clusters Score -1997717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -1997726.750000 Penalty: 4971.783203
	Iteration 188Q: 3 clusters Score -1997727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -1997747.250000 Penalty: 4971.783203
	Iteration 189Q: 3 clusters Score -1997747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1997758.125000 Penalty: 4971.783203
	Iteration 190Q: 3 clusters Score -1997758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1997777.875000 Penalty: 4971.783203
	Iteration 191Q: 3 clusters Score -1997778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1997796.000000 Penalty: 4971.783203
	Iteration 192Q: 3 clusters Score -1997796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -1997808.750000 Penalty: 4971.783203
	Iteration 193Q: 3 clusters Score -1997809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1997817.125000 Penalty: 4971.783203
	Iteration 194Q: 3 clusters Score -1997817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1997824.625000 Penalty: 4971.783203
	Iteration 195Q: 3 clusters Score -1997825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1997833.875000 Penalty: 4971.783203
	Iteration 196Q: 3 clusters Score -1997834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1997844.625000 Penalty: 4971.783203
	Iteration 197Q: 3 clusters Score -1997845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -1997863.625000 Penalty: 4971.783203
	Iteration 198Q: 3 clusters Score -1997864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -1997874.000000 Penalty: 4971.783203
	Iteration 199Q: 3 clusters Score -1997874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1997883.250000 Penalty: 4971.783203
	Iteration 200F: 3 clusters Score -1997883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -1997888.875000 Penalty: 4971.783203
	Iteration 201Q: 3 clusters Score -1997889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -1997900.125000 Penalty: 4971.783203
	Iteration 202Q: 3 clusters Score -1997900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -1997906.875000 Penalty: 4971.783203
	Iteration 203Q: 3 clusters Score -1997907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -1997915.375000 Penalty: 4971.783203
	Iteration 204Q: 3 clusters Score -1997915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1997922.000000 Penalty: 4971.783203
	Iteration 205Q: 3 clusters Score -1997922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1997929.750000 Penalty: 4971.783203
	Iteration 206Q: 3 clusters Score -1997930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -1997935.500000 Penalty: 4971.783203
	Iteration 207Q: 3 clusters Score -1997936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -1997940.125000 Penalty: 4971.783203
	Iteration 208Q: 3 clusters Score -1997940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -1997942.250000 Penalty: 4971.783203
	Iteration 209Q: 3 clusters Score -1997942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -1997939.250000 Penalty: 4971.783203
	Iteration 210Q: 3 clusters Score -1997939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -1997939.250000 Penalty: 4971.783203
	Iteration 211F: 3 clusters Score -1997939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Entering Unmasked Estep 
Score: -8191680.000000 Penalty: 2833.416260
	Iteration 0F: 2 clusters Score -8191680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8130554.000000 Penalty: 5666.832520
	Iteration 0F: 3 clusters Score -8130554 nChanged 43131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -8154952.000000 Penalty: 5666.832520
	Iteration 1F: 3 clusters Score -8154952 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -8155976.000000 Penalty: 5666.832520
	Iteration 2Q: 3 clusters Score -8155976 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -8157251.000000 Penalty: 5666.832520
	Iteration 3Q: 3 clusters Score -8157251 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -8159032.000000 Penalty: 5666.832520
	Iteration 4Q: 3 clusters Score -8159032 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -8161479.000000 Penalty: 5666.832520
	Iteration 5F: 3 clusters Score -8161479 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -8165257.000000 Penalty: 5666.832520
	Iteration 6F: 3 clusters Score -8165257 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -8170177.000000 Penalty: 5666.832520
	Iteration 7F: 3 clusters Score -8170177 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -8175725.500000 Penalty: 5666.832520
	Iteration 8F: 3 clusters Score -8175726 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -8180596.500000 Penalty: 5666.832520
	Iteration 9F: 3 clusters Score -8180596 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -8183866.500000 Penalty: 5666.832520
	Iteration 10Q: 3 clusters Score -8183866 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -8185744.000000 Penalty: 5666.832520
	Iteration 11Q: 3 clusters Score -8185744 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -8186763.000000 Penalty: 5666.832520
	Iteration 12Q: 3 clusters Score -8186763 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -8187343.500000 Penalty: 5666.832520
	Iteration 13Q: 3 clusters Score -8187344 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -8187731.000000 Penalty: 5666.832520
	Iteration 14Q: 3 clusters Score -8187731 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -8188028.000000 Penalty: 5666.832520
	Iteration 15Q: 3 clusters Score -8188028 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -8188270.500000 Penalty: 5666.832520
	Iteration 16Q: 3 clusters Score -8188270 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -8188500.500000 Penalty: 5666.832520
	Iteration 17Q: 3 clusters Score -8188500 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -8188682.000000 Penalty: 5666.832520
	Iteration 18Q: 3 clusters Score -8188682 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -8188810.500000 Penalty: 5666.832520
	Iteration 19Q: 3 clusters Score -8188810 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -8188885.000000 Penalty: 5666.832520
	Iteration 20F: 3 clusters Score -8188885 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -8188948.000000 Penalty: 5666.832520
	Iteration 21Q: 3 clusters Score -8188948 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -8189005.500000 Penalty: 5666.832520
	Iteration 22Q: 3 clusters Score -8189006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -8189076.500000 Penalty: 5666.832520
	Iteration 23Q: 3 clusters Score -8189076 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -8189126.000000 Penalty: 5666.832520
	Iteration 24Q: 3 clusters Score -8189126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -8189142.000000 Penalty: 5666.832520
	Iteration 25Q: 3 clusters Score -8189142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -8189171.500000 Penalty: 5666.832520
	Iteration 26Q: 3 clusters Score -8189172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -8189194.500000 Penalty: 5666.832520
	Iteration 27Q: 3 clusters Score -8189194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -8189212.500000 Penalty: 5666.832520
	Iteration 28Q: 3 clusters Score -8189212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -8189207.000000 Penalty: 5666.832520
	Iteration 29Q: 3 clusters Score -8189207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -8189230.500000 Penalty: 5666.832520
	Iteration 30Q: 3 clusters Score -8189230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -8189221.000000 Penalty: 5666.832520
	Iteration 31Q: 3 clusters Score -8189221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -8189238.500000 Penalty: 5666.832520
	Iteration 32Q: 3 clusters Score -8189238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -8189260.500000 Penalty: 5666.832520
	Iteration 33Q: 3 clusters Score -8189260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -8189295.000000 Penalty: 5666.832520
	Iteration 34Q: 3 clusters Score -8189295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -8189288.000000 Penalty: 5666.832520
	Iteration 35Q: 3 clusters Score -8189288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -8189304.500000 Penalty: 5666.832520
	Iteration 36Q: 3 clusters Score -8189304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -8189304.500000 Penalty: 5666.832520
	Iteration 37Q: 3 clusters Score -8189304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -8189308.500000 Penalty: 5666.832520
	Iteration 38Q: 3 clusters Score -8189308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -8189316.500000 Penalty: 5666.832520
	Iteration 39Q: 3 clusters Score -8189316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -8189335.000000 Penalty: 5666.832520
	Iteration 40F: 3 clusters Score -8189335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -8189342.500000 Penalty: 5666.832520
	Iteration 41Q: 3 clusters Score -8189342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -8189341.000000 Penalty: 5666.832520
	Iteration 42Q: 3 clusters Score -8189341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -8189347.500000 Penalty: 5666.832520
	Iteration 43Q: 3 clusters Score -8189348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -8189344.500000 Penalty: 5666.832520
	Iteration 44Q: 3 clusters Score -8189344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -8189339.500000 Penalty: 5666.832520
	Iteration 45Q: 3 clusters Score -8189340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -8189344.500000 Penalty: 5666.832520
	Iteration 46Q: 3 clusters Score -8189344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -8189355.000000 Penalty: 5666.832520
	Iteration 47Q: 3 clusters Score -8189355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -8189361.000000 Penalty: 5666.832520
	Iteration 48Q: 3 clusters Score -8189361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -8189358.500000 Penalty: 5666.832520
	Iteration 49Q: 3 clusters Score -8189358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -8189355.500000 Penalty: 5666.832520
	Iteration 50Q: 3 clusters Score -8189356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -8189375.000000 Penalty: 5666.832520
	Iteration 51Q: 3 clusters Score -8189375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -8189370.000000 Penalty: 5666.832520
	Iteration 52Q: 3 clusters Score -8189370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -8189359.000000 Penalty: 5666.832520
	Iteration 53Q: 3 clusters Score -8189359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -8189375.500000 Penalty: 5666.832520
	Iteration 54Q: 3 clusters Score -8189376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -8189369.000000 Penalty: 5666.832520
	Iteration 55Q: 3 clusters Score -8189369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -8189368.500000 Penalty: 5666.832520
	Iteration 56Q: 3 clusters Score -8189368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -8189368.000000 Penalty: 5666.832520
	Iteration 57Q: 3 clusters Score -8189368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -8189375.000000 Penalty: 5666.832520
	Iteration 58Q: 3 clusters Score -8189375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -8189372.500000 Penalty: 5666.832520
	Iteration 59Q: 3 clusters Score -8189372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -8189378.500000 Penalty: 5666.832520
	Iteration 60F: 3 clusters Score -8189378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -8189394.000000 Penalty: 5666.832520
	Iteration 61Q: 3 clusters Score -8189394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -8189386.500000 Penalty: 5666.832520
	Iteration 62Q: 3 clusters Score -8189386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -8189379.000000 Penalty: 5666.832520
	Iteration 63Q: 3 clusters Score -8189379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -8189388.500000 Penalty: 5666.832520
	Iteration 64Q: 3 clusters Score -8189388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -8189384.500000 Penalty: 5666.832520
	Iteration 65Q: 3 clusters Score -8189384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -8189378.000000 Penalty: 5666.832520
	Iteration 66Q: 3 clusters Score -8189378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -8189380.000000 Penalty: 5666.832520
	Iteration 67Q: 3 clusters Score -8189380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -8189384.000000 Penalty: 5666.832520
	Iteration 68Q: 3 clusters Score -8189384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -8189383.000000 Penalty: 5666.832520
	Iteration 69Q: 3 clusters Score -8189383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -8189386.500000 Penalty: 5666.832520
	Iteration 70Q: 3 clusters Score -8189386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -8189407.500000 Penalty: 5666.832520
	Iteration 71Q: 3 clusters Score -8189408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -8189407.500000 Penalty: 5666.832520
	Iteration 72Q: 3 clusters Score -8189408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -8189403.000000 Penalty: 5666.832520
	Iteration 73Q: 3 clusters Score -8189403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -8189408.000000 Penalty: 5666.832520
	Iteration 74Q: 3 clusters Score -8189408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -8189409.500000 Penalty: 5666.832520
	Iteration 75Q: 3 clusters Score -8189410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -8189412.000000 Penalty: 5666.832520
	Iteration 76Q: 3 clusters Score -8189412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -8189412.500000 Penalty: 5666.832520
	Iteration 77Q: 3 clusters Score -8189412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -8189404.000000 Penalty: 5666.832520
	Iteration 78Q: 3 clusters Score -8189404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -8189407.500000 Penalty: 5666.832520
	Iteration 79Q: 3 clusters Score -8189408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -8189412.500000 Penalty: 5666.832520
	Iteration 80F: 3 clusters Score -8189412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (104488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Entering Unmasked Estep 
Score: -9263136.000000 Penalty: 2866.093262
	Iteration 0F: 2 clusters Score -9263136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -9193478.000000 Penalty: 5732.186523
	Iteration 0F: 3 clusters Score -9193478 nChanged 49427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -9221688.000000 Penalty: 5732.186523
	Iteration 1F: 3 clusters Score -9221688 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9222547.000000 Penalty: 5732.186523
	Iteration 2Q: 3 clusters Score -9222547 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9223567.000000 Penalty: 5732.186523
	Iteration 3Q: 3 clusters Score -9223567 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -9224743.000000 Penalty: 5732.186523
	Iteration 4Q: 3 clusters Score -9224743 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -9226438.000000 Penalty: 5732.186523
	Iteration 5Q: 3 clusters Score -9226438 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -9228965.000000 Penalty: 5732.186523
	Iteration 6Q: 3 clusters Score -9228965 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -9232627.000000 Penalty: 5732.186523
	Iteration 7F: 3 clusters Score -9232627 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -9237625.000000 Penalty: 5732.186523
	Iteration 8F: 3 clusters Score -9237625 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -9243215.000000 Penalty: 5732.186523
	Iteration 9F: 3 clusters Score -9243215 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -9248322.000000 Penalty: 5732.186523
	Iteration 10F: 3 clusters Score -9248322 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -9252020.000000 Penalty: 5732.186523
	Iteration 11Q: 3 clusters Score -9252020 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -9254357.000000 Penalty: 5732.186523
	Iteration 12Q: 3 clusters Score -9254357 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -9255946.000000 Penalty: 5732.186523
	Iteration 13Q: 3 clusters Score -9255946 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9257100.000000 Penalty: 5732.186523
	Iteration 14Q: 3 clusters Score -9257100 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -9257925.000000 Penalty: 5732.186523
	Iteration 15Q: 3 clusters Score -9257925 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -9258528.000000 Penalty: 5732.186523
	Iteration 16Q: 3 clusters Score -9258528 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -9259146.000000 Penalty: 5732.186523
	Iteration 17Q: 3 clusters Score -9259146 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -9259663.000000 Penalty: 5732.186523
	Iteration 18Q: 3 clusters Score -9259663 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -9260011.000000 Penalty: 5732.186523
	Iteration 19Q: 3 clusters Score -9260011 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -9260309.000000 Penalty: 5732.186523
	Iteration 20F: 3 clusters Score -9260309 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9260495.000000 Penalty: 5732.186523
	Iteration 21Q: 3 clusters Score -9260495 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -9260667.000000 Penalty: 5732.186523
	Iteration 22Q: 3 clusters Score -9260667 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -9260796.000000 Penalty: 5732.186523
	Iteration 23Q: 3 clusters Score -9260796 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -9260891.000000 Penalty: 5732.186523
	Iteration 24Q: 3 clusters Score -9260891 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -9260947.000000 Penalty: 5732.186523
	Iteration 25Q: 3 clusters Score -9260947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9261012.000000 Penalty: 5732.186523
	Iteration 26Q: 3 clusters Score -9261012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -9261043.000000 Penalty: 5732.186523
	Iteration 27Q: 3 clusters Score -9261043 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -9261068.000000 Penalty: 5732.186523
	Iteration 28Q: 3 clusters Score -9261068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -9261094.000000 Penalty: 5732.186523
	Iteration 29Q: 3 clusters Score -9261094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -9261086.000000 Penalty: 5732.186523
	Iteration 30Q: 3 clusters Score -9261086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -9261102.000000 Penalty: 5732.186523
	Iteration 31Q: 3 clusters Score -9261102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -9261109.000000 Penalty: 5732.186523
	Iteration 32Q: 3 clusters Score -9261109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9261105.000000 Penalty: 5732.186523
	Iteration 33Q: 3 clusters Score -9261105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -9261103.000000 Penalty: 5732.186523
	Iteration 34Q: 3 clusters Score -9261103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9261121.000000 Penalty: 5732.186523
	Iteration 35Q: 3 clusters Score -9261121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9261119.000000 Penalty: 5732.186523
	Iteration 36Q: 3 clusters Score -9261119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -9261112.000000 Penalty: 5732.186523
	Iteration 37Q: 3 clusters Score -9261112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9261121.000000 Penalty: 5732.186523
	Iteration 38Q: 3 clusters Score -9261121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -9261128.000000 Penalty: 5732.186523
	Iteration 39Q: 3 clusters Score -9261128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -9261132.000000 Penalty: 5732.186523
	Iteration 40F: 3 clusters Score -9261132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99724 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -9261136.000000 Penalty: 5732.186523
	Iteration 41Q: 3 clusters Score -9261136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9261137.000000 Penalty: 5732.186523
	Iteration 42Q: 3 clusters Score -9261137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -9261146.000000 Penalty: 5732.186523
	Iteration 43Q: 3 clusters Score -9261146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -9261140.000000 Penalty: 5732.186523
	Iteration 44Q: 3 clusters Score -9261140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -9261125.000000 Penalty: 5732.186523
	Iteration 45Q: 3 clusters Score -9261125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -9261135.000000 Penalty: 5732.186523
	Iteration 46Q: 3 clusters Score -9261135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99768 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -9261133.000000 Penalty: 5732.186523
	Iteration 47Q: 3 clusters Score -9261133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -9261143.000000 Penalty: 5732.186523
	Iteration 48Q: 3 clusters Score -9261143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9261133.000000 Penalty: 5732.186523
	Iteration 49Q: 3 clusters Score -9261133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -9261138.000000 Penalty: 5732.186523
	Iteration 50Q: 3 clusters Score -9261138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -9261140.000000 Penalty: 5732.186523
	Iteration 51Q: 3 clusters Score -9261140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -9261132.000000 Penalty: 5732.186523
	Iteration 52Q: 3 clusters Score -9261132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -9261133.000000 Penalty: 5732.186523
	Iteration 53Q: 3 clusters Score -9261133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -9261133.000000 Penalty: 5732.186523
	Iteration 54F: 3 clusters Score -9261133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147506 members 
Entering Unmasked Estep 
Score: -13272030.000000 Penalty: 2951.602783
	Iteration 0F: 2 clusters Score -1.327203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -13173188.000000 Penalty: 5903.205566
	Iteration 0F: 3 clusters Score -1.317319e+07 nChanged 70544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -13214392.000000 Penalty: 5903.205566
	Iteration 1F: 3 clusters Score -1.321439e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -13215473.000000 Penalty: 5903.205566
	Iteration 2Q: 3 clusters Score -1.321547e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -13216892.000000 Penalty: 5903.205566
	Iteration 3Q: 3 clusters Score -1.321689e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -13219014.000000 Penalty: 5903.205566
	Iteration 4Q: 3 clusters Score -1.321901e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -13222194.000000 Penalty: 5903.205566
	Iteration 5Q: 3 clusters Score -1.322219e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -13227139.000000 Penalty: 5903.205566
	Iteration 6F: 3 clusters Score -1.322714e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -13234433.000000 Penalty: 5903.205566
	Iteration 7F: 3 clusters Score -1.323443e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -13243305.000000 Penalty: 5903.205566
	Iteration 8F: 3 clusters Score -1.32433e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120896 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -13251446.000000 Penalty: 5903.205566
	Iteration 9F: 3 clusters Score -1.325145e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -13257244.000000 Penalty: 5903.205566
	Iteration 10Q: 3 clusters Score -1.325724e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132262 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -13260786.000000 Penalty: 5903.205566
	Iteration 11Q: 3 clusters Score -1.326079e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135872 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -13263290.000000 Penalty: 5903.205566
	Iteration 12Q: 3 clusters Score -1.326329e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -13264977.000000 Penalty: 5903.205566
	Iteration 13Q: 3 clusters Score -1.326498e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -13266304.000000 Penalty: 5903.205566
	Iteration 14Q: 3 clusters Score -1.32663e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142516 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -13267218.000000 Penalty: 5903.205566
	Iteration 15Q: 3 clusters Score -1.326722e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -13267825.000000 Penalty: 5903.205566
	Iteration 16Q: 3 clusters Score -1.326782e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144605 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -13268341.000000 Penalty: 5903.205566
	Iteration 17Q: 3 clusters Score -1.326834e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145227 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -13268707.000000 Penalty: 5903.205566
	Iteration 18Q: 3 clusters Score -1.326871e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -13268942.000000 Penalty: 5903.205566
	Iteration 19Q: 3 clusters Score -1.326894e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145930 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13269073.000000 Penalty: 5903.205566
	Iteration 20F: 3 clusters Score -1.326907e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13269194.000000 Penalty: 5903.205566
	Iteration 21Q: 3 clusters Score -1.326919e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13269313.000000 Penalty: 5903.205566
	Iteration 22Q: 3 clusters Score -1.326931e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13269392.000000 Penalty: 5903.205566
	Iteration 23Q: 3 clusters Score -1.326939e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146510 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13269464.000000 Penalty: 5903.205566
	Iteration 24Q: 3 clusters Score -1.326946e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146589 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13269504.000000 Penalty: 5903.205566
	Iteration 25Q: 3 clusters Score -1.32695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146638 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13269526.000000 Penalty: 5903.205566
	Iteration 26Q: 3 clusters Score -1.326953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146671 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13269536.000000 Penalty: 5903.205566
	Iteration 27Q: 3 clusters Score -1.326954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13269567.000000 Penalty: 5903.205566
	Iteration 28Q: 3 clusters Score -1.326957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146733 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13269577.000000 Penalty: 5903.205566
	Iteration 29Q: 3 clusters Score -1.326958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13269589.000000 Penalty: 5903.205566
	Iteration 30Q: 3 clusters Score -1.326959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13269587.000000 Penalty: 5903.205566
	Iteration 31Q: 3 clusters Score -1.326959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146769 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13269590.000000 Penalty: 5903.205566
	Iteration 32Q: 3 clusters Score -1.326959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13269588.000000 Penalty: 5903.205566
	Iteration 33Q: 3 clusters Score -1.326959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13269598.000000 Penalty: 5903.205566
	Iteration 34Q: 3 clusters Score -1.32696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146786 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13269590.000000 Penalty: 5903.205566
	Iteration 35Q: 3 clusters Score -1.326959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13269602.000000 Penalty: 5903.205566
	Iteration 36Q: 3 clusters Score -1.32696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13269609.000000 Penalty: 5903.205566
	Iteration 37Q: 3 clusters Score -1.326961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13269615.000000 Penalty: 5903.205566
	Iteration 38Q: 3 clusters Score -1.326962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13269608.000000 Penalty: 5903.205566
	Iteration 39Q: 3 clusters Score -1.326961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13269608.000000 Penalty: 5903.205566
	Iteration 40F: 3 clusters Score -1.326961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Entering Unmasked Estep 
Score: -4468296.000000 Penalty: 2683.270264
	Iteration 0F: 2 clusters Score -4468296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4434680.500000 Penalty: 5366.540527
	Iteration 0F: 3 clusters Score -4434680 nChanged 23105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4448157.000000 Penalty: 5366.540527
	Iteration 1F: 3 clusters Score -4448157 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4449301.000000 Penalty: 5366.540527
	Iteration 2Q: 3 clusters Score -4449301 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4450618.500000 Penalty: 5366.540527
	Iteration 3F: 3 clusters Score -4450618 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4452005.000000 Penalty: 5366.540527
	Iteration 4F: 3 clusters Score -4452005 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4453451.500000 Penalty: 5366.540527
	Iteration 5F: 3 clusters Score -4453452 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4454951.000000 Penalty: 5366.540527
	Iteration 6F: 3 clusters Score -4454951 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4456496.000000 Penalty: 5366.540527
	Iteration 7F: 3 clusters Score -4456496 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4457987.500000 Penalty: 5366.540527
	Iteration 8Q: 3 clusters Score -4457988 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4459278.500000 Penalty: 5366.540527
	Iteration 9Q: 3 clusters Score -4459278 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4460395.000000 Penalty: 5366.540527
	Iteration 10Q: 3 clusters Score -4460395 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4461380.500000 Penalty: 5366.540527
	Iteration 11Q: 3 clusters Score -4461380 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4462229.000000 Penalty: 5366.540527
	Iteration 12Q: 3 clusters Score -4462229 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4462915.000000 Penalty: 5366.540527
	Iteration 13Q: 3 clusters Score -4462915 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4463507.500000 Penalty: 5366.540527
	Iteration 14Q: 3 clusters Score -4463508 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -4464061.500000 Penalty: 5366.540527
	Iteration 15Q: 3 clusters Score -4464062 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4464514.500000 Penalty: 5366.540527
	Iteration 16Q: 3 clusters Score -4464514 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4464950.500000 Penalty: 5366.540527
	Iteration 17Q: 3 clusters Score -4464950 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4465427.500000 Penalty: 5366.540527
	Iteration 18Q: 3 clusters Score -4465428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4465884.000000 Penalty: 5366.540527
	Iteration 19Q: 3 clusters Score -4465884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4466293.000000 Penalty: 5366.540527
	Iteration 20F: 3 clusters Score -4466293 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4466712.000000 Penalty: 5366.540527
	Iteration 21Q: 3 clusters Score -4466712 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4467096.500000 Penalty: 5366.540527
	Iteration 22Q: 3 clusters Score -4467096 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4467312.000000 Penalty: 5366.540527
	Iteration 23Q: 3 clusters Score -4467312 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4467425.000000 Penalty: 5366.540527
	Iteration 24Q: 3 clusters Score -4467425 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4467476.500000 Penalty: 5366.540527
	Iteration 25Q: 3 clusters Score -4467476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4467520.000000 Penalty: 5366.540527
	Iteration 26Q: 3 clusters Score -4467520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4467534.000000 Penalty: 5366.540527
	Iteration 27Q: 3 clusters Score -4467534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4467550.000000 Penalty: 5366.540527
	Iteration 28Q: 3 clusters Score -4467550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4467557.000000 Penalty: 5366.540527
	Iteration 29Q: 3 clusters Score -4467557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4467561.000000 Penalty: 5366.540527
	Iteration 30Q: 3 clusters Score -4467561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4467568.500000 Penalty: 5366.540527
	Iteration 31Q: 3 clusters Score -4467568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4467565.500000 Penalty: 5366.540527
	Iteration 32Q: 3 clusters Score -4467566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4467563.000000 Penalty: 5366.540527
	Iteration 33Q: 3 clusters Score -4467563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4467570.000000 Penalty: 5366.540527
	Iteration 34Q: 3 clusters Score -4467570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4467570.000000 Penalty: 5366.540527
	Iteration 35F: 3 clusters Score -4467570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4467570.500000 Penalty: 5366.540527
	Iteration 36Q: 3 clusters Score -4467570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4467574.500000 Penalty: 5366.540527
	Iteration 37Q: 3 clusters Score -4467574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4467572.000000 Penalty: 5366.540527
	Iteration 38Q: 3 clusters Score -4467572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4467568.500000 Penalty: 5366.540527
	Iteration 39Q: 3 clusters Score -4467568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4467568.500000 Penalty: 5366.540527
	Iteration 40F: 3 clusters Score -4467568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4467572.500000 Penalty: 5366.540527
	Iteration 41Q: 3 clusters Score -4467572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4467579.500000 Penalty: 5366.540527
	Iteration 42Q: 3 clusters Score -4467580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4467577.500000 Penalty: 5366.540527
	Iteration 43Q: 3 clusters Score -4467578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4467579.500000 Penalty: 5366.540527
	Iteration 44Q: 3 clusters Score -4467580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4467580.000000 Penalty: 5366.540527
	Iteration 45Q: 3 clusters Score -4467580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4467580.000000 Penalty: 5366.540527
	Iteration 46F: 3 clusters Score -4467580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -260056.937500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -260056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -256969.062500 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -256969.1 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -257562.359375 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -257562.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257730.390625 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -257730.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -257800.953125 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -257801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257846.546875 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -257846.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -257878.031250 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -257878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257896.484375 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -257896.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -257912.343750 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -257912.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -257928.890625 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -257928.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257943.468750 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -257943.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -257956.765625 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -257956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257968.984375 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -257969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -257980.531250 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -257980.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257993.453125 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -257993.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -258001.390625 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -258001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -258010.437500 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -258010.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258018.750000 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -258018.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258029.484375 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -258029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -258037.437500 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -258037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -258041.343750 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -258041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258043.234375 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -258043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -258045.453125 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -258045.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258048.640625 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -258048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258050.109375 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -258050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258050.109375 Penalty: 3916.136230
	Iteration 24F: 3 clusters Score -258050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Entering Unmasked Estep 
Score: -1399830.875000 Penalty: 2410.183594
	Iteration 0F: 2 clusters Score -1399831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1387954.125000 Penalty: 4820.367188
	Iteration 0F: 3 clusters Score -1387954 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1392028.125000 Penalty: 4820.367188
	Iteration 1F: 3 clusters Score -1392028 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1392515.250000 Penalty: 4820.367188
	Iteration 2F: 3 clusters Score -1392515 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1393080.500000 Penalty: 4820.367188
	Iteration 3F: 3 clusters Score -1393080 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1393709.125000 Penalty: 4820.367188
	Iteration 4F: 3 clusters Score -1393709 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1394291.000000 Penalty: 4820.367188
	Iteration 5F: 3 clusters Score -1394291 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1394849.875000 Penalty: 4820.367188
	Iteration 6F: 3 clusters Score -1394850 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1395356.500000 Penalty: 4820.367188
	Iteration 7F: 3 clusters Score -1395356 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1395839.000000 Penalty: 4820.367188
	Iteration 8Q: 3 clusters Score -1395839 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1396362.250000 Penalty: 4820.367188
	Iteration 9Q: 3 clusters Score -1396362 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1396935.250000 Penalty: 4820.367188
	Iteration 10Q: 3 clusters Score -1396935 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1397475.500000 Penalty: 4820.367188
	Iteration 11Q: 3 clusters Score -1397476 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1397890.750000 Penalty: 4820.367188
	Iteration 12Q: 3 clusters Score -1397891 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1398204.125000 Penalty: 4820.367188
	Iteration 13Q: 3 clusters Score -1398204 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1398399.875000 Penalty: 4820.367188
	Iteration 14Q: 3 clusters Score -1398400 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1398545.875000 Penalty: 4820.367188
	Iteration 15Q: 3 clusters Score -1398546 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1398663.875000 Penalty: 4820.367188
	Iteration 16Q: 3 clusters Score -1398664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1398765.250000 Penalty: 4820.367188
	Iteration 17Q: 3 clusters Score -1398765 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1398858.750000 Penalty: 4820.367188
	Iteration 18Q: 3 clusters Score -1398859 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1398915.500000 Penalty: 4820.367188
	Iteration 19Q: 3 clusters Score -1398916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1398973.625000 Penalty: 4820.367188
	Iteration 20F: 3 clusters Score -1398974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1399011.000000 Penalty: 4820.367188
	Iteration 21Q: 3 clusters Score -1399011 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1399034.750000 Penalty: 4820.367188
	Iteration 22Q: 3 clusters Score -1399035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1399056.625000 Penalty: 4820.367188
	Iteration 23Q: 3 clusters Score -1399057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1399068.125000 Penalty: 4820.367188
	Iteration 24Q: 3 clusters Score -1399068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1399080.375000 Penalty: 4820.367188
	Iteration 25Q: 3 clusters Score -1399080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1399084.375000 Penalty: 4820.367188
	Iteration 26Q: 3 clusters Score -1399084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1399100.625000 Penalty: 4820.367188
	Iteration 27Q: 3 clusters Score -1399101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1399100.750000 Penalty: 4820.367188
	Iteration 28Q: 3 clusters Score -1399101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1399104.125000 Penalty: 4820.367188
	Iteration 29Q: 3 clusters Score -1399104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1399110.375000 Penalty: 4820.367188
	Iteration 30Q: 3 clusters Score -1399110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1399108.875000 Penalty: 4820.367188
	Iteration 31Q: 3 clusters Score -1399109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1399114.375000 Penalty: 4820.367188
	Iteration 32Q: 3 clusters Score -1399114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1399115.375000 Penalty: 4820.367188
	Iteration 33Q: 3 clusters Score -1399115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1399115.875000 Penalty: 4820.367188
	Iteration 34Q: 3 clusters Score -1399116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1399122.500000 Penalty: 4820.367188
	Iteration 35Q: 3 clusters Score -1399122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1399130.125000 Penalty: 4820.367188
	Iteration 36Q: 3 clusters Score -1399130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1399138.125000 Penalty: 4820.367188
	Iteration 37Q: 3 clusters Score -1399138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1399138.875000 Penalty: 4820.367188
	Iteration 38Q: 3 clusters Score -1399139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1399151.875000 Penalty: 4820.367188
	Iteration 39Q: 3 clusters Score -1399152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1399154.500000 Penalty: 4820.367188
	Iteration 40F: 3 clusters Score -1399154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1399158.750000 Penalty: 4820.367188
	Iteration 41Q: 3 clusters Score -1399159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1399160.250000 Penalty: 4820.367188
	Iteration 42Q: 3 clusters Score -1399160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1399166.000000 Penalty: 4820.367188
	Iteration 43Q: 3 clusters Score -1399166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1399169.625000 Penalty: 4820.367188
	Iteration 44Q: 3 clusters Score -1399170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1399176.625000 Penalty: 4820.367188
	Iteration 45Q: 3 clusters Score -1399177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1399179.000000 Penalty: 4820.367188
	Iteration 46Q: 3 clusters Score -1399179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1399178.000000 Penalty: 4820.367188
	Iteration 47Q: 3 clusters Score -1399178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1399183.250000 Penalty: 4820.367188
	Iteration 48Q: 3 clusters Score -1399183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1399188.750000 Penalty: 4820.367188
	Iteration 49Q: 3 clusters Score -1399189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1399185.625000 Penalty: 4820.367188
	Iteration 50Q: 3 clusters Score -1399186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1399190.750000 Penalty: 4820.367188
	Iteration 51Q: 3 clusters Score -1399191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1399197.625000 Penalty: 4820.367188
	Iteration 52Q: 3 clusters Score -1399198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1399195.375000 Penalty: 4820.367188
	Iteration 53Q: 3 clusters Score -1399195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1399204.000000 Penalty: 4820.367188
	Iteration 54Q: 3 clusters Score -1399204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1399205.625000 Penalty: 4820.367188
	Iteration 55Q: 3 clusters Score -1399206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1399207.875000 Penalty: 4820.367188
	Iteration 56Q: 3 clusters Score -1399208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1399207.625000 Penalty: 4820.367188
	Iteration 57Q: 3 clusters Score -1399208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1399218.500000 Penalty: 4820.367188
	Iteration 58Q: 3 clusters Score -1399218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1399215.750000 Penalty: 4820.367188
	Iteration 59Q: 3 clusters Score -1399216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1399216.125000 Penalty: 4820.367188
	Iteration 60F: 3 clusters Score -1399216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1399226.875000 Penalty: 4820.367188
	Iteration 61Q: 3 clusters Score -1399227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1399225.125000 Penalty: 4820.367188
	Iteration 62Q: 3 clusters Score -1399225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1399231.250000 Penalty: 4820.367188
	Iteration 63Q: 3 clusters Score -1399231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1399232.750000 Penalty: 4820.367188
	Iteration 64Q: 3 clusters Score -1399233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1399238.375000 Penalty: 4820.367188
	Iteration 65Q: 3 clusters Score -1399238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1399241.750000 Penalty: 4820.367188
	Iteration 66Q: 3 clusters Score -1399242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1399242.125000 Penalty: 4820.367188
	Iteration 67Q: 3 clusters Score -1399242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1399242.875000 Penalty: 4820.367188
	Iteration 68Q: 3 clusters Score -1399243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1399251.125000 Penalty: 4820.367188
	Iteration 69Q: 3 clusters Score -1399251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1399254.000000 Penalty: 4820.367188
	Iteration 70Q: 3 clusters Score -1399254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1399258.875000 Penalty: 4820.367188
	Iteration 71Q: 3 clusters Score -1399259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1399270.250000 Penalty: 4820.367188
	Iteration 72Q: 3 clusters Score -1399270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1399275.875000 Penalty: 4820.367188
	Iteration 73Q: 3 clusters Score -1399276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1399276.125000 Penalty: 4820.367188
	Iteration 74Q: 3 clusters Score -1399276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1399282.750000 Penalty: 4820.367188
	Iteration 75Q: 3 clusters Score -1399283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1399299.125000 Penalty: 4820.367188
	Iteration 76Q: 3 clusters Score -1399299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1399308.875000 Penalty: 4820.367188
	Iteration 77Q: 3 clusters Score -1399309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1399325.750000 Penalty: 4820.367188
	Iteration 78Q: 3 clusters Score -1399326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1399334.875000 Penalty: 4820.367188
	Iteration 79Q: 3 clusters Score -1399335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1399343.125000 Penalty: 4820.367188
	Iteration 80F: 3 clusters Score -1399343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1399362.125000 Penalty: 4820.367188
	Iteration 81Q: 3 clusters Score -1399362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1399365.500000 Penalty: 4820.367188
	Iteration 82Q: 3 clusters Score -1399366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1399372.000000 Penalty: 4820.367188
	Iteration 83Q: 3 clusters Score -1399372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1399380.875000 Penalty: 4820.367188
	Iteration 84Q: 3 clusters Score -1399381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1399378.000000 Penalty: 4820.367188
	Iteration 85Q: 3 clusters Score -1399378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1399383.250000 Penalty: 4820.367188
	Iteration 86Q: 3 clusters Score -1399383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1399388.500000 Penalty: 4820.367188
	Iteration 87Q: 3 clusters Score -1399388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1399390.500000 Penalty: 4820.367188
	Iteration 88Q: 3 clusters Score -1399390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1399391.250000 Penalty: 4820.367188
	Iteration 89Q: 3 clusters Score -1399391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1399394.250000 Penalty: 4820.367188
	Iteration 90Q: 3 clusters Score -1399394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1399392.125000 Penalty: 4820.367188
	Iteration 91Q: 3 clusters Score -1399392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1399395.625000 Penalty: 4820.367188
	Iteration 92Q: 3 clusters Score -1399396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1399392.875000 Penalty: 4820.367188
	Iteration 93Q: 3 clusters Score -1399393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1399394.125000 Penalty: 4820.367188
	Iteration 94Q: 3 clusters Score -1399394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1399394.875000 Penalty: 4820.367188
	Iteration 95Q: 3 clusters Score -1399395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1399394.500000 Penalty: 4820.367188
	Iteration 96Q: 3 clusters Score -1399394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1399394.125000 Penalty: 4820.367188
	Iteration 97Q: 3 clusters Score -1399394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1399394.125000 Penalty: 4820.367188
	Iteration 98F: 3 clusters Score -1399394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Entering Unmasked Estep 
Score: -2187835.500000 Penalty: 2512.087891
	Iteration 0F: 2 clusters Score -2187836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2170551.500000 Penalty: 5024.175781
	Iteration 0F: 3 clusters Score -2170552 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2176552.000000 Penalty: 5024.175781
	Iteration 1F: 3 clusters Score -2176552 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2177040.250000 Penalty: 5024.175781
	Iteration 2F: 3 clusters Score -2177040 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2177482.500000 Penalty: 5024.175781
	Iteration 3Q: 3 clusters Score -2177482 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2177887.750000 Penalty: 5024.175781
	Iteration 4Q: 3 clusters Score -2177888 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2178282.000000 Penalty: 5024.175781
	Iteration 5Q: 3 clusters Score -2178282 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2178695.000000 Penalty: 5024.175781
	Iteration 6Q: 3 clusters Score -2178695 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2179111.000000 Penalty: 5024.175781
	Iteration 7Q: 3 clusters Score -2179111 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2179538.250000 Penalty: 5024.175781
	Iteration 8Q: 3 clusters Score -2179538 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2180008.500000 Penalty: 5024.175781
	Iteration 9Q: 3 clusters Score -2180008 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2180454.500000 Penalty: 5024.175781
	Iteration 10Q: 3 clusters Score -2180454 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2180869.000000 Penalty: 5024.175781
	Iteration 11Q: 3 clusters Score -2180869 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2181274.750000 Penalty: 5024.175781
	Iteration 12Q: 3 clusters Score -2181275 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2181706.250000 Penalty: 5024.175781
	Iteration 13Q: 3 clusters Score -2181706 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2182183.750000 Penalty: 5024.175781
	Iteration 14Q: 3 clusters Score -2182184 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2182805.500000 Penalty: 5024.175781
	Iteration 15Q: 3 clusters Score -2182806 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2183553.500000 Penalty: 5024.175781
	Iteration 16Q: 3 clusters Score -2183554 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2184309.250000 Penalty: 5024.175781
	Iteration 17Q: 3 clusters Score -2184309 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2184853.500000 Penalty: 5024.175781
	Iteration 18Q: 3 clusters Score -2184854 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2185221.000000 Penalty: 5024.175781
	Iteration 19Q: 3 clusters Score -2185221 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2185482.000000 Penalty: 5024.175781
	Iteration 20F: 3 clusters Score -2185482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2185617.500000 Penalty: 5024.175781
	Iteration 21Q: 3 clusters Score -2185618 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2185719.250000 Penalty: 5024.175781
	Iteration 22Q: 3 clusters Score -2185719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2185791.500000 Penalty: 5024.175781
	Iteration 23Q: 3 clusters Score -2185792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2185821.000000 Penalty: 5024.175781
	Iteration 24Q: 3 clusters Score -2185821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2185847.250000 Penalty: 5024.175781
	Iteration 25Q: 3 clusters Score -2185847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2185867.000000 Penalty: 5024.175781
	Iteration 26Q: 3 clusters Score -2185867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -2185886.250000 Penalty: 5024.175781
	Iteration 27Q: 3 clusters Score -2185886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2185904.000000 Penalty: 5024.175781
	Iteration 28Q: 3 clusters Score -2185904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2185917.000000 Penalty: 5024.175781
	Iteration 29Q: 3 clusters Score -2185917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2185928.500000 Penalty: 5024.175781
	Iteration 30Q: 3 clusters Score -2185928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2185929.500000 Penalty: 5024.175781
	Iteration 31Q: 3 clusters Score -2185930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2185931.750000 Penalty: 5024.175781
	Iteration 32Q: 3 clusters Score -2185932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2185934.750000 Penalty: 5024.175781
	Iteration 33Q: 3 clusters Score -2185935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2185937.250000 Penalty: 5024.175781
	Iteration 34Q: 3 clusters Score -2185937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2185937.250000 Penalty: 5024.175781
	Iteration 35Q: 3 clusters Score -2185937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2185939.750000 Penalty: 5024.175781
	Iteration 36Q: 3 clusters Score -2185940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2185940.000000 Penalty: 5024.175781
	Iteration 37Q: 3 clusters Score -2185940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2185940.000000 Penalty: 5024.175781
	Iteration 38F: 3 clusters Score -2185940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Entering Unmasked Estep 
Score: -792146.500000 Penalty: 2271.495850
	Iteration 0F: 2 clusters Score -792146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -784770.812500 Penalty: 4542.991699
	Iteration 0F: 3 clusters Score -784770.8 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -786931.375000 Penalty: 4542.991699
	Iteration 1F: 3 clusters Score -786931.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -787270.250000 Penalty: 4542.991699
	Iteration 2F: 3 clusters Score -787270.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -787540.250000 Penalty: 4542.991699
	Iteration 3F: 3 clusters Score -787540.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -787817.625000 Penalty: 4542.991699
	Iteration 4Q: 3 clusters Score -787817.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -788189.937500 Penalty: 4542.991699
	Iteration 5F: 3 clusters Score -788189.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -788806.750000 Penalty: 4542.991699
	Iteration 6F: 3 clusters Score -788806.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -789619.875000 Penalty: 4542.991699
	Iteration 7F: 3 clusters Score -789619.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -790306.125000 Penalty: 4542.991699
	Iteration 8F: 3 clusters Score -790306.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -790772.750000 Penalty: 4542.991699
	Iteration 9F: 3 clusters Score -790772.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -791068.250000 Penalty: 4542.991699
	Iteration 10Q: 3 clusters Score -791068.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -791337.437500 Penalty: 4542.991699
	Iteration 11Q: 3 clusters Score -791337.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -791624.750000 Penalty: 4542.991699
	Iteration 12Q: 3 clusters Score -791624.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -791848.500000 Penalty: 4542.991699
	Iteration 13Q: 3 clusters Score -791848.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -792021.000000 Penalty: 4542.991699
	Iteration 14Q: 3 clusters Score -792021 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -792121.250000 Penalty: 4542.991699
	Iteration 15Q: 3 clusters Score -792121.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -792175.500000 Penalty: 4542.991699
	Iteration 16Q: 3 clusters Score -792175.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -792208.312500 Penalty: 4542.991699
	Iteration 17Q: 3 clusters Score -792208.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -792225.937500 Penalty: 4542.991699
	Iteration 18Q: 3 clusters Score -792225.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -792232.750000 Penalty: 4542.991699
	Iteration 19Q: 3 clusters Score -792232.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -792239.437500 Penalty: 4542.991699
	Iteration 20F: 3 clusters Score -792239.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -792243.625000 Penalty: 4542.991699
	Iteration 21Q: 3 clusters Score -792243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -792246.375000 Penalty: 4542.991699
	Iteration 22Q: 3 clusters Score -792246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -792248.437500 Penalty: 4542.991699
	Iteration 23Q: 3 clusters Score -792248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -792249.812500 Penalty: 4542.991699
	Iteration 24Q: 3 clusters Score -792249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -792247.562500 Penalty: 4542.991699
	Iteration 25Q: 3 clusters Score -792247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -792251.000000 Penalty: 4542.991699
	Iteration 26Q: 3 clusters Score -792251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -792251.062500 Penalty: 4542.991699
	Iteration 27Q: 3 clusters Score -792251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -792251.062500 Penalty: 4542.991699
	Iteration 28F: 3 clusters Score -792251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217831 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 91589 members 
Mstep: Class 6 contains 104488 members 
Mstep: Class 7 contains 147506 members 
Mstep: Class 8 contains 49993 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 144772 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 534469 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 22834 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 65153 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 4785 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 3538 members 
Mstep: Class 31 contains 7718 members 
Entering Unmasked Estep 
Score: -146449360.000000 Penalty: 110317.765625
Splitting cluster 12 changes total score from -146450224.000000 to -146449360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (144772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144772 members 
Entering Unmasked Estep 
Score: -13148981.000000 Penalty: 2946.963135
	Iteration 0F: 2 clusters Score -1.314898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -13051823.000000 Penalty: 5893.926270
	Iteration 0F: 3 clusters Score -1.305182e+07 nChanged 69304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -13091921.000000 Penalty: 5893.926270
	Iteration 1F: 3 clusters Score -1.309192e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -13093183.000000 Penalty: 5893.926270
	Iteration 2Q: 3 clusters Score -1.309318e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -13094703.000000 Penalty: 5893.926270
	Iteration 3Q: 3 clusters Score -1.30947e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -13097395.000000 Penalty: 5893.926270
	Iteration 4Q: 3 clusters Score -1.30974e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -13101971.000000 Penalty: 5893.926270
	Iteration 5F: 3 clusters Score -1.310197e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -13109265.000000 Penalty: 5893.926270
	Iteration 6F: 3 clusters Score -1.310926e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 116677 members 
Entering Unmasked Estep 
Score: -13120007.000000 Penalty: 5893.926270
	Iteration 7F: 3 clusters Score -1.312001e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -13131273.000000 Penalty: 5893.926270
	Iteration 8F: 3 clusters Score -1.313127e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -13139378.000000 Penalty: 5893.926270
	Iteration 9F: 3 clusters Score -1.313938e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 140771 members 
Entering Unmasked Estep 
Score: -13143372.000000 Penalty: 5893.926270
	Iteration 10Q: 3 clusters Score -1.314337e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 142687 members 
Entering Unmasked Estep 
Score: -13145147.000000 Penalty: 5893.926270
	Iteration 11Q: 3 clusters Score -1.314515e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 143488 members 
Entering Unmasked Estep 
Score: -13145731.000000 Penalty: 5893.926270
	Iteration 12Q: 3 clusters Score -1.314573e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -13146054.000000 Penalty: 5893.926270
	Iteration 13Q: 3 clusters Score -1.314605e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
Score: -13146218.000000 Penalty: 5893.926270
	Iteration 14Q: 3 clusters Score -1.314622e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -13146306.000000 Penalty: 5893.926270
	Iteration 15Q: 3 clusters Score -1.314631e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -13146368.000000 Penalty: 5893.926270
	Iteration 16Q: 3 clusters Score -1.314637e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 144125 members 
Entering Unmasked Estep 
Score: -13146405.000000 Penalty: 5893.926270
	Iteration 17Q: 3 clusters Score -1.31464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -13146421.000000 Penalty: 5893.926270
	Iteration 18Q: 3 clusters Score -1.314642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 144165 members 
Entering Unmasked Estep 
Score: -13146433.000000 Penalty: 5893.926270
	Iteration 19Q: 3 clusters Score -1.314643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 144181 members 
Entering Unmasked Estep 
Score: -13146468.000000 Penalty: 5893.926270
	Iteration 20F: 3 clusters Score -1.314647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 144199 members 
Entering Unmasked Estep 
Score: -13146480.000000 Penalty: 5893.926270
	Iteration 21Q: 3 clusters Score -1.314648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -13146494.000000 Penalty: 5893.926270
	Iteration 22Q: 3 clusters Score -1.314649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 144214 members 
Entering Unmasked Estep 
Score: -13146505.000000 Penalty: 5893.926270
	Iteration 23Q: 3 clusters Score -1.31465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -13146509.000000 Penalty: 5893.926270
	Iteration 24Q: 3 clusters Score -1.314651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 144221 members 
Entering Unmasked Estep 
Score: -13146503.000000 Penalty: 5893.926270
	Iteration 25Q: 3 clusters Score -1.31465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -13146516.000000 Penalty: 5893.926270
	Iteration 26Q: 3 clusters Score -1.314652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -13146522.000000 Penalty: 5893.926270
	Iteration 27Q: 3 clusters Score -1.314652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 144228 members 
Entering Unmasked Estep 
Score: -13146514.000000 Penalty: 5893.926270
	Iteration 28Q: 3 clusters Score -1.314651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 144231 members 
Entering Unmasked Estep 
Score: -13146525.000000 Penalty: 5893.926270
	Iteration 29Q: 3 clusters Score -1.314652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 144231 members 
Entering Unmasked Estep 
Score: -13146531.000000 Penalty: 5893.926270
	Iteration 30Q: 3 clusters Score -1.314653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -13146527.000000 Penalty: 5893.926270
	Iteration 31Q: 3 clusters Score -1.314653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -13146527.000000 Penalty: 5893.926270
	Iteration 32F: 3 clusters Score -1.314653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1332549.000000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -1332549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1321802.875000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -1321803 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1325042.875000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -1325043 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1325431.500000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -1325432 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1325761.250000 Penalty: 4765.655273
	Iteration 3F: 3 clusters Score -1325761 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1326024.125000 Penalty: 4765.655273
	Iteration 4Q: 3 clusters Score -1326024 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1326246.625000 Penalty: 4765.655273
	Iteration 5Q: 3 clusters Score -1326247 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1326459.875000 Penalty: 4765.655273
	Iteration 6Q: 3 clusters Score -1326460 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1326680.000000 Penalty: 4765.655273
	Iteration 7Q: 3 clusters Score -1326680 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1326897.125000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -1326897 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1327145.875000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -1327146 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1327396.375000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -1327396 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1327585.250000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -1327585 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1327702.250000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -1327702 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1327808.750000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -1327809 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1327919.250000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -1327919 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1328017.000000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -1328017 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1328113.625000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -1328114 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1328210.375000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -1328210 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1328313.750000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -1328314 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1328435.250000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -1328435 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1328602.125000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -1328602 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1328803.250000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -1328803 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1329029.375000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -1329029 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1329256.750000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -1329257 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1329500.875000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -1329501 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1329723.375000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -1329723 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1329884.375000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -1329884 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1330017.250000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -1330017 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1330118.375000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -1330118 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1330192.500000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -1330192 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1330259.125000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -1330259 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1330312.875000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -1330313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1330357.000000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -1330357 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1330402.750000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -1330403 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1330447.000000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -1330447 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1330489.500000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -1330490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1330526.375000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -1330526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1330561.625000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -1330562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1330597.500000 Penalty: 4765.655273
	Iteration 38Q: 3 clusters Score -1330598 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1330628.750000 Penalty: 4765.655273
	Iteration 39Q: 3 clusters Score -1330629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1330659.875000 Penalty: 4765.655273
	Iteration 40F: 3 clusters Score -1330660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1330690.125000 Penalty: 4765.655273
	Iteration 41Q: 3 clusters Score -1330690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1330716.125000 Penalty: 4765.655273
	Iteration 42Q: 3 clusters Score -1330716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1330737.500000 Penalty: 4765.655273
	Iteration 43Q: 3 clusters Score -1330738 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1330773.875000 Penalty: 4765.655273
	Iteration 44Q: 3 clusters Score -1330774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1330805.500000 Penalty: 4765.655273
	Iteration 45Q: 3 clusters Score -1330806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1330840.625000 Penalty: 4765.655273
	Iteration 46Q: 3 clusters Score -1330841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1330866.250000 Penalty: 4765.655273
	Iteration 47Q: 3 clusters Score -1330866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1330895.375000 Penalty: 4765.655273
	Iteration 48Q: 3 clusters Score -1330895 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1330915.750000 Penalty: 4765.655273
	Iteration 49Q: 3 clusters Score -1330916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1330933.625000 Penalty: 4765.655273
	Iteration 50Q: 3 clusters Score -1330934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1330953.625000 Penalty: 4765.655273
	Iteration 51Q: 3 clusters Score -1330954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1330970.875000 Penalty: 4765.655273
	Iteration 52Q: 3 clusters Score -1330971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1330997.750000 Penalty: 4765.655273
	Iteration 53Q: 3 clusters Score -1330998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1331020.375000 Penalty: 4765.655273
	Iteration 54Q: 3 clusters Score -1331020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1331066.500000 Penalty: 4765.655273
	Iteration 55Q: 3 clusters Score -1331066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1331107.250000 Penalty: 4765.655273
	Iteration 56Q: 3 clusters Score -1331107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1331132.250000 Penalty: 4765.655273
	Iteration 57Q: 3 clusters Score -1331132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1331161.500000 Penalty: 4765.655273
	Iteration 58Q: 3 clusters Score -1331162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1331187.000000 Penalty: 4765.655273
	Iteration 59Q: 3 clusters Score -1331187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1331209.875000 Penalty: 4765.655273
	Iteration 60F: 3 clusters Score -1331210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1331228.500000 Penalty: 4765.655273
	Iteration 61Q: 3 clusters Score -1331228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1331242.250000 Penalty: 4765.655273
	Iteration 62Q: 3 clusters Score -1331242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1331258.375000 Penalty: 4765.655273
	Iteration 63Q: 3 clusters Score -1331258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1331266.500000 Penalty: 4765.655273
	Iteration 64Q: 3 clusters Score -1331266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1331274.125000 Penalty: 4765.655273
	Iteration 65Q: 3 clusters Score -1331274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1331296.875000 Penalty: 4765.655273
	Iteration 66Q: 3 clusters Score -1331297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1331307.125000 Penalty: 4765.655273
	Iteration 67Q: 3 clusters Score -1331307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1331324.000000 Penalty: 4765.655273
	Iteration 68Q: 3 clusters Score -1331324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1331331.375000 Penalty: 4765.655273
	Iteration 69Q: 3 clusters Score -1331331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1331338.500000 Penalty: 4765.655273
	Iteration 70Q: 3 clusters Score -1331338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1331337.875000 Penalty: 4765.655273
	Iteration 71Q: 3 clusters Score -1331338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1331342.750000 Penalty: 4765.655273
	Iteration 72Q: 3 clusters Score -1331343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1331345.000000 Penalty: 4765.655273
	Iteration 73Q: 3 clusters Score -1331345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1331350.375000 Penalty: 4765.655273
	Iteration 74Q: 3 clusters Score -1331350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1331355.875000 Penalty: 4765.655273
	Iteration 75Q: 3 clusters Score -1331356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1331359.625000 Penalty: 4765.655273
	Iteration 76Q: 3 clusters Score -1331360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1331361.625000 Penalty: 4765.655273
	Iteration 77Q: 3 clusters Score -1331362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1331359.875000 Penalty: 4765.655273
	Iteration 78Q: 3 clusters Score -1331360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1331359.875000 Penalty: 4765.655273
	Iteration 79F: 3 clusters Score -1331360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Entering Unmasked Estep 
Score: -1376549.375000 Penalty: 2401.885010
	Iteration 0F: 2 clusters Score -1376549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1365039.375000 Penalty: 4803.770020
	Iteration 0F: 3 clusters Score -1365039 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1368810.125000 Penalty: 4803.770020
	Iteration 1F: 3 clusters Score -1368810 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1369335.250000 Penalty: 4803.770020
	Iteration 2F: 3 clusters Score -1369335 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1369846.250000 Penalty: 4803.770020
	Iteration 3F: 3 clusters Score -1369846 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1370343.000000 Penalty: 4803.770020
	Iteration 4F: 3 clusters Score -1370343 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1370776.500000 Penalty: 4803.770020
	Iteration 5F: 3 clusters Score -1370776 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1371252.000000 Penalty: 4803.770020
	Iteration 6F: 3 clusters Score -1371252 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1371735.125000 Penalty: 4803.770020
	Iteration 7Q: 3 clusters Score -1371735 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1372238.375000 Penalty: 4803.770020
	Iteration 8Q: 3 clusters Score -1372238 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1372782.125000 Penalty: 4803.770020
	Iteration 9Q: 3 clusters Score -1372782 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1373311.125000 Penalty: 4803.770020
	Iteration 10Q: 3 clusters Score -1373311 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1373815.250000 Penalty: 4803.770020
	Iteration 11Q: 3 clusters Score -1373815 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1374223.375000 Penalty: 4803.770020
	Iteration 12Q: 3 clusters Score -1374223 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1374500.500000 Penalty: 4803.770020
	Iteration 13Q: 3 clusters Score -1374500 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1374724.625000 Penalty: 4803.770020
	Iteration 14Q: 3 clusters Score -1374725 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1374873.500000 Penalty: 4803.770020
	Iteration 15Q: 3 clusters Score -1374874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1375004.250000 Penalty: 4803.770020
	Iteration 16Q: 3 clusters Score -1375004 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1375084.750000 Penalty: 4803.770020
	Iteration 17Q: 3 clusters Score -1375085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1375153.750000 Penalty: 4803.770020
	Iteration 18Q: 3 clusters Score -1375154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1375210.750000 Penalty: 4803.770020
	Iteration 19Q: 3 clusters Score -1375211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1375264.625000 Penalty: 4803.770020
	Iteration 20F: 3 clusters Score -1375265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1375299.000000 Penalty: 4803.770020
	Iteration 21Q: 3 clusters Score -1375299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1375344.000000 Penalty: 4803.770020
	Iteration 22Q: 3 clusters Score -1375344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1375393.875000 Penalty: 4803.770020
	Iteration 23Q: 3 clusters Score -1375394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1375426.625000 Penalty: 4803.770020
	Iteration 24Q: 3 clusters Score -1375427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1375452.250000 Penalty: 4803.770020
	Iteration 25Q: 3 clusters Score -1375452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1375464.750000 Penalty: 4803.770020
	Iteration 26Q: 3 clusters Score -1375465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1375471.625000 Penalty: 4803.770020
	Iteration 27Q: 3 clusters Score -1375472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1375472.500000 Penalty: 4803.770020
	Iteration 28Q: 3 clusters Score -1375472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1375473.750000 Penalty: 4803.770020
	Iteration 29Q: 3 clusters Score -1375474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1375476.375000 Penalty: 4803.770020
	Iteration 30Q: 3 clusters Score -1375476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1375476.375000 Penalty: 4803.770020
	Iteration 31F: 3 clusters Score -1375476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (534469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534469 members 
Entering Unmasked Estep 
Score: -47013460.000000 Penalty: 3270.879150
	Iteration 0F: 2 clusters Score -4.701346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 267075 members 
Entering Unmasked Estep 
Score: -46674980.000000 Penalty: 6541.758301
	Iteration 0F: 3 clusters Score -4.667498e+07 nChanged 260831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272497 members 
Mstep: Class 2 contains 261972 members 
Entering Unmasked Estep 
Score: -46834148.000000 Penalty: 6541.758301
	Iteration 1F: 3 clusters Score -4.683415e+07 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274404 members 
Mstep: Class 2 contains 260065 members 
Entering Unmasked Estep 
Score: -46837068.000000 Penalty: 6541.758301
	Iteration 2Q: 3 clusters Score -4.683707e+07 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277297 members 
Mstep: Class 2 contains 257172 members 
Entering Unmasked Estep 
Score: -46842812.000000 Penalty: 6541.758301
	Iteration 3Q: 3 clusters Score -4.684281e+07 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281489 members 
Mstep: Class 2 contains 252980 members 
Entering Unmasked Estep 
Score: -46852824.000000 Penalty: 6541.758301
	Iteration 4Q: 3 clusters Score -4.685282e+07 nChanged 26515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286838 members 
Mstep: Class 2 contains 247631 members 
Entering Unmasked Estep 
Score: -46868292.000000 Penalty: 6541.758301
	Iteration 5Q: 3 clusters Score -4.686829e+07 nChanged 31738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292352 members 
Mstep: Class 2 contains 242117 members 
Entering Unmasked Estep 
Score: -46890156.000000 Penalty: 6541.758301
	Iteration 6F: 3 clusters Score -4.689016e+07 nChanged 36300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296126 members 
Mstep: Class 2 contains 238343 members 
Entering Unmasked Estep 
Score: -46918540.000000 Penalty: 6541.758301
	Iteration 7F: 3 clusters Score -4.691854e+07 nChanged 37314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297376 members 
Mstep: Class 2 contains 237093 members 
Entering Unmasked Estep 
Score: -46946800.000000 Penalty: 6541.758301
	Iteration 8F: 3 clusters Score -4.69468e+07 nChanged 31276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296468 members 
Mstep: Class 2 contains 238001 members 
Entering Unmasked Estep 
Score: -46964812.000000 Penalty: 6541.758301
	Iteration 9F: 3 clusters Score -4.696481e+07 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294808 members 
Mstep: Class 2 contains 239661 members 
Entering Unmasked Estep 
Score: -46972424.000000 Penalty: 6541.758301
	Iteration 10Q: 3 clusters Score -4.697242e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292512 members 
Mstep: Class 2 contains 241957 members 
Entering Unmasked Estep 
Score: -46976192.000000 Penalty: 6541.758301
	Iteration 11Q: 3 clusters Score -4.697619e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289770 members 
Mstep: Class 2 contains 244699 members 
Entering Unmasked Estep 
Score: -46978484.000000 Penalty: 6541.758301
	Iteration 12Q: 3 clusters Score -4.697848e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286600 members 
Mstep: Class 2 contains 247869 members 
Entering Unmasked Estep 
Score: -46980720.000000 Penalty: 6541.758301
	Iteration 13Q: 3 clusters Score -4.698072e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282979 members 
Mstep: Class 2 contains 251490 members 
Entering Unmasked Estep 
Score: -46982732.000000 Penalty: 6541.758301
	Iteration 14Q: 3 clusters Score -4.698273e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278970 members 
Mstep: Class 2 contains 255499 members 
Entering Unmasked Estep 
Score: -46984408.000000 Penalty: 6541.758301
	Iteration 15Q: 3 clusters Score -4.698441e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274594 members 
Mstep: Class 2 contains 259875 members 
Entering Unmasked Estep 
Score: -46986540.000000 Penalty: 6541.758301
	Iteration 16Q: 3 clusters Score -4.698654e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269751 members 
Mstep: Class 2 contains 264718 members 
Entering Unmasked Estep 
Score: -46988472.000000 Penalty: 6541.758301
	Iteration 17Q: 3 clusters Score -4.698847e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264546 members 
Mstep: Class 2 contains 269923 members 
Entering Unmasked Estep 
Score: -46990572.000000 Penalty: 6541.758301
	Iteration 18Q: 3 clusters Score -4.699057e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258905 members 
Mstep: Class 2 contains 275564 members 
Entering Unmasked Estep 
Score: -46992812.000000 Penalty: 6541.758301
	Iteration 19Q: 3 clusters Score -4.699281e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253036 members 
Mstep: Class 2 contains 281433 members 
Entering Unmasked Estep 
Score: -46995140.000000 Penalty: 6541.758301
	Iteration 20F: 3 clusters Score -4.699514e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246982 members 
Mstep: Class 2 contains 287487 members 
Entering Unmasked Estep 
Score: -46997184.000000 Penalty: 6541.758301
	Iteration 21Q: 3 clusters Score -4.699718e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240771 members 
Mstep: Class 2 contains 293698 members 
Entering Unmasked Estep 
Score: -46999156.000000 Penalty: 6541.758301
	Iteration 22Q: 3 clusters Score -4.699916e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234528 members 
Mstep: Class 2 contains 299941 members 
Entering Unmasked Estep 
Score: -47001100.000000 Penalty: 6541.758301
	Iteration 23Q: 3 clusters Score -4.70011e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228338 members 
Mstep: Class 2 contains 306131 members 
Entering Unmasked Estep 
Score: -47003036.000000 Penalty: 6541.758301
	Iteration 24Q: 3 clusters Score -4.700304e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222214 members 
Mstep: Class 2 contains 312255 members 
Entering Unmasked Estep 
Score: -47004948.000000 Penalty: 6541.758301
	Iteration 25Q: 3 clusters Score -4.700495e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216185 members 
Mstep: Class 2 contains 318284 members 
Entering Unmasked Estep 
Score: -47006168.000000 Penalty: 6541.758301
	Iteration 26Q: 3 clusters Score -4.700617e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210337 members 
Mstep: Class 2 contains 324132 members 
Entering Unmasked Estep 
Score: -47007340.000000 Penalty: 6541.758301
	Iteration 27Q: 3 clusters Score -4.700734e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204620 members 
Mstep: Class 2 contains 329849 members 
Entering Unmasked Estep 
Score: -47009016.000000 Penalty: 6541.758301
	Iteration 28Q: 3 clusters Score -4.700902e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199129 members 
Mstep: Class 2 contains 335340 members 
Entering Unmasked Estep 
Score: -47010420.000000 Penalty: 6541.758301
	Iteration 29Q: 3 clusters Score -4.701042e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193864 members 
Mstep: Class 2 contains 340605 members 
Entering Unmasked Estep 
Score: -47012084.000000 Penalty: 6541.758301
	Iteration 30Q: 3 clusters Score -4.701208e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188780 members 
Mstep: Class 2 contains 345689 members 
Entering Unmasked Estep 
Score: -47012852.000000 Penalty: 6541.758301
	Iteration 31Q: 3 clusters Score -4.701285e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183852 members 
Mstep: Class 2 contains 350617 members 
Entering Unmasked Estep 
Score: -47013900.000000 Penalty: 6541.758301
	Iteration 32Q: 3 clusters Score -4.70139e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 355242 members 
Entering Unmasked Estep 
Score: -47014840.000000 Penalty: 6541.758301
	Iteration 33Q: 3 clusters Score -4.701484e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 359558 members 
Entering Unmasked Estep 
Score: -47015580.000000 Penalty: 6541.758301
	Iteration 34Q: 3 clusters Score -4.701558e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170837 members 
Mstep: Class 2 contains 363632 members 
Entering Unmasked Estep 
Score: -47015956.000000 Penalty: 6541.758301
	Iteration 35Q: 3 clusters Score -4.701596e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 367475 members 
Entering Unmasked Estep 
Score: -47016372.000000 Penalty: 6541.758301
	Iteration 36Q: 3 clusters Score -4.701637e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 371058 members 
Entering Unmasked Estep 
Score: -47016684.000000 Penalty: 6541.758301
	Iteration 37Q: 3 clusters Score -4.701668e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 374296 members 
Entering Unmasked Estep 
Score: -47016996.000000 Penalty: 6541.758301
	Iteration 38Q: 3 clusters Score -4.7017e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 377294 members 
Entering Unmasked Estep 
Score: -47017084.000000 Penalty: 6541.758301
	Iteration 39Q: 3 clusters Score -4.701708e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 380191 members 
Entering Unmasked Estep 
Score: -47017424.000000 Penalty: 6541.758301
	Iteration 40F: 3 clusters Score -4.701742e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 382954 members 
Entering Unmasked Estep 
Score: -47017552.000000 Penalty: 6541.758301
	Iteration 41Q: 3 clusters Score -4.701755e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 385651 members 
Entering Unmasked Estep 
Score: -47017728.000000 Penalty: 6541.758301
	Iteration 42Q: 3 clusters Score -4.701773e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146294 members 
Mstep: Class 2 contains 388175 members 
Entering Unmasked Estep 
Score: -47017708.000000 Penalty: 6541.758301
	Iteration 43Q: 3 clusters Score -4.701771e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 390532 members 
Entering Unmasked Estep 
Score: -47017548.000000 Penalty: 6541.758301
	Iteration 44Q: 3 clusters Score -4.701755e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 392826 members 
Entering Unmasked Estep 
Score: -47017756.000000 Penalty: 6541.758301
	Iteration 45Q: 3 clusters Score -4.701776e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 394948 members 
Entering Unmasked Estep 
Score: -47017776.000000 Penalty: 6541.758301
	Iteration 46Q: 3 clusters Score -4.701778e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 396931 members 
Entering Unmasked Estep 
Score: -47017688.000000 Penalty: 6541.758301
	Iteration 47Q: 3 clusters Score -4.701769e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135670 members 
Mstep: Class 2 contains 398799 members 
Entering Unmasked Estep 
Score: -47017832.000000 Penalty: 6541.758301
	Iteration 48Q: 3 clusters Score -4.701783e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 400562 members 
Entering Unmasked Estep 
Score: -47017760.000000 Penalty: 6541.758301
	Iteration 49Q: 3 clusters Score -4.701776e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132159 members 
Mstep: Class 2 contains 402310 members 
Entering Unmasked Estep 
Score: -47017704.000000 Penalty: 6541.758301
	Iteration 50Q: 3 clusters Score -4.70177e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 403957 members 
Entering Unmasked Estep 
Score: -47017764.000000 Penalty: 6541.758301
	Iteration 51Q: 3 clusters Score -4.701776e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 405612 members 
Entering Unmasked Estep 
Score: -47017632.000000 Penalty: 6541.758301
	Iteration 52Q: 3 clusters Score -4.701763e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 407185 members 
Entering Unmasked Estep 
Score: -47017664.000000 Penalty: 6541.758301
	Iteration 53Q: 3 clusters Score -4.701766e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 408677 members 
Entering Unmasked Estep 
Score: -47017496.000000 Penalty: 6541.758301
	Iteration 54Q: 3 clusters Score -4.70175e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124300 members 
Mstep: Class 2 contains 410169 members 
Entering Unmasked Estep 
Score: -47017380.000000 Penalty: 6541.758301
	Iteration 55Q: 3 clusters Score -4.701738e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 411595 members 
Entering Unmasked Estep 
Score: -47017432.000000 Penalty: 6541.758301
	Iteration 56Q: 3 clusters Score -4.701743e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121550 members 
Mstep: Class 2 contains 412919 members 
Entering Unmasked Estep 
Score: -47017512.000000 Penalty: 6541.758301
	Iteration 57Q: 3 clusters Score -4.701751e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 414242 members 
Entering Unmasked Estep 
Score: -47017528.000000 Penalty: 6541.758301
	Iteration 58Q: 3 clusters Score -4.701753e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118970 members 
Mstep: Class 2 contains 415499 members 
Entering Unmasked Estep 
Score: -47017480.000000 Penalty: 6541.758301
	Iteration 59Q: 3 clusters Score -4.701748e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 416723 members 
Entering Unmasked Estep 
Score: -47017344.000000 Penalty: 6541.758301
	Iteration 60F: 3 clusters Score -4.701734e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116521 members 
Mstep: Class 2 contains 417948 members 
Entering Unmasked Estep 
Score: -47017508.000000 Penalty: 6541.758301
	Iteration 61Q: 3 clusters Score -4.701751e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 419172 members 
Entering Unmasked Estep 
Score: -47017440.000000 Penalty: 6541.758301
	Iteration 62Q: 3 clusters Score -4.701744e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 420401 members 
Entering Unmasked Estep 
Score: -47017580.000000 Penalty: 6541.758301
	Iteration 63Q: 3 clusters Score -4.701758e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 421574 members 
Entering Unmasked Estep 
Score: -47017532.000000 Penalty: 6541.758301
	Iteration 64Q: 3 clusters Score -4.701753e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111733 members 
Mstep: Class 2 contains 422736 members 
Entering Unmasked Estep 
Score: -47017416.000000 Penalty: 6541.758301
	Iteration 65Q: 3 clusters Score -4.701742e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 423865 members 
Entering Unmasked Estep 
Score: -47017512.000000 Penalty: 6541.758301
	Iteration 66Q: 3 clusters Score -4.701751e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 424947 members 
Entering Unmasked Estep 
Score: -47017316.000000 Penalty: 6541.758301
	Iteration 67Q: 3 clusters Score -4.701732e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 426003 members 
Entering Unmasked Estep 
Score: -47017296.000000 Penalty: 6541.758301
	Iteration 68Q: 3 clusters Score -4.70173e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 427041 members 
Entering Unmasked Estep 
Score: -47017188.000000 Penalty: 6541.758301
	Iteration 69Q: 3 clusters Score -4.701719e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 428032 members 
Entering Unmasked Estep 
Score: -47017132.000000 Penalty: 6541.758301
	Iteration 70Q: 3 clusters Score -4.701713e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 429011 members 
Entering Unmasked Estep 
Score: -47017164.000000 Penalty: 6541.758301
	Iteration 71Q: 3 clusters Score -4.701716e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 429968 members 
Entering Unmasked Estep 
Score: -47017128.000000 Penalty: 6541.758301
	Iteration 72Q: 3 clusters Score -4.701713e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 430883 members 
Entering Unmasked Estep 
Score: -47017108.000000 Penalty: 6541.758301
	Iteration 73Q: 3 clusters Score -4.701711e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 431730 members 
Entering Unmasked Estep 
Score: -47017080.000000 Penalty: 6541.758301
	Iteration 74Q: 3 clusters Score -4.701708e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 432577 members 
Entering Unmasked Estep 
Score: -47017024.000000 Penalty: 6541.758301
	Iteration 75Q: 3 clusters Score -4.701702e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 433436 members 
Entering Unmasked Estep 
Score: -47017028.000000 Penalty: 6541.758301
	Iteration 76Q: 3 clusters Score -4.701703e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 434297 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4.701697e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 435157 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4.701697e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 436015 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4.701678e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 436867 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4.701663e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 437754 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4.701667e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 438580 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4.701654e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 439358 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4.701654e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 440060 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4.701648e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 440727 members 
Entering Unmasked Estep 
Score: -47016316.000000 Penalty: 6541.758301
	Iteration 85Q: 3 clusters Score -4.701632e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 441348 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4.701628e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Mstep: Class 2 contains 441930 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4.701622e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 442518 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4.701621e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 443111 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4.701631e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 443664 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4.701631e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 444232 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4.701635e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 444755 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4.701627e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 445218 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4.701634e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 445688 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4.701623e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 446124 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4.701618e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 446598 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4.701622e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 447055 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4.701613e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 447482 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4.701605e+07 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 447955 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4.701607e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 448415 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4.701605e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 448875 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4.701606e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 449320 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4.701591e+07 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 449784 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4.701594e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 450222 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4.701591e+07 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 450629 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4.701594e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 451030 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4.701588e+07 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 451409 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4.701586e+07 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 451753 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4.701591e+07 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 452084 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4.701589e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 452435 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4.701586e+07 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 452796 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4.701594e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 453161 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4.701588e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 453539 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4.70158e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 453965 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4.701571e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 454336 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4.701577e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 454684 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4.701568e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 455003 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4.701566e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 455311 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4.701556e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 455622 members 
Entering Unmasked Estep 
Score: -47015632.000000 Penalty: 6541.758301
	Iteration 119Q: 3 clusters Score -4.701563e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 455936 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4.70156e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 456228 members 
Entering Unmasked Estep 
Score: -47015624.000000 Penalty: 6541.758301
	Iteration 121Q: 3 clusters Score -4.701562e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 456519 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4.70156e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 456817 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4.701552e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 457104 members 
Entering Unmasked Estep 
Score: -47015508.000000 Penalty: 6541.758301
	Iteration 124Q: 3 clusters Score -4.701551e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 457375 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4.701537e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 457645 members 
Entering Unmasked Estep 
Score: -47015392.000000 Penalty: 6541.758301
	Iteration 126Q: 3 clusters Score -4.701539e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 457905 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4.701533e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 458148 members 
Entering Unmasked Estep 
Score: -47015356.000000 Penalty: 6541.758301
	Iteration 128Q: 3 clusters Score -4.701536e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 458378 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4.701528e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 458566 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4.701528e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 458750 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4.701528e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 458946 members 
Entering Unmasked Estep 
Score: -47015324.000000 Penalty: 6541.758301
	Iteration 132Q: 3 clusters Score -4.701532e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 459126 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4.701533e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 459304 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4.701539e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 459478 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4.701536e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 459648 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4.701536e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 459818 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4.701538e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 459986 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4.701536e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 460160 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4.701536e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 460329 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4.701534e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 460483 members 
Entering Unmasked Estep 
Score: -47015312.000000 Penalty: 6541.758301
	Iteration 141Q: 3 clusters Score -4.701531e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 460617 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4.701535e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 460750 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4.701534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 460886 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4.701527e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 461013 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4.701521e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 461118 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4.701518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 461229 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4.70152e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 461311 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4.70152e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 461401 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4.70152e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 461488 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4.701525e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 461574 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4.701521e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 461653 members 
Entering Unmasked Estep 
Score: -47015216.000000 Penalty: 6541.758301
	Iteration 152Q: 3 clusters Score -4.701522e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 461743 members 
Entering Unmasked Estep 
Score: -47015168.000000 Penalty: 6541.758301
	Iteration 153Q: 3 clusters Score -4.701517e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 461827 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4.701525e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 461910 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4.70153e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 461988 members 
Entering Unmasked Estep 
Score: -47015280.000000 Penalty: 6541.758301
	Iteration 156Q: 3 clusters Score -4.701528e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 462082 members 
Entering Unmasked Estep 
Score: -47015268.000000 Penalty: 6541.758301
	Iteration 157Q: 3 clusters Score -4.701527e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 462174 members 
Entering Unmasked Estep 
Score: -47015248.000000 Penalty: 6541.758301
	Iteration 158Q: 3 clusters Score -4.701525e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 462250 members 
Entering Unmasked Estep 
Score: -47015164.000000 Penalty: 6541.758301
	Iteration 159Q: 3 clusters Score -4.701516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 462339 members 
Entering Unmasked Estep 
Score: -47015228.000000 Penalty: 6541.758301
	Iteration 160F: 3 clusters Score -4.701523e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 462451 members 
Entering Unmasked Estep 
Score: -47015172.000000 Penalty: 6541.758301
	Iteration 161Q: 3 clusters Score -4.701517e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 462560 members 
Entering Unmasked Estep 
Score: -47015224.000000 Penalty: 6541.758301
	Iteration 162Q: 3 clusters Score -4.701522e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 462690 members 
Entering Unmasked Estep 
Score: -47015188.000000 Penalty: 6541.758301
	Iteration 163Q: 3 clusters Score -4.701519e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 462808 members 
Entering Unmasked Estep 
Score: -47015240.000000 Penalty: 6541.758301
	Iteration 164Q: 3 clusters Score -4.701524e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 462915 members 
Entering Unmasked Estep 
Score: -47015184.000000 Penalty: 6541.758301
	Iteration 165Q: 3 clusters Score -4.701518e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 463024 members 
Entering Unmasked Estep 
Score: -47015220.000000 Penalty: 6541.758301
	Iteration 166Q: 3 clusters Score -4.701522e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 463137 members 
Entering Unmasked Estep 
Score: -47015216.000000 Penalty: 6541.758301
	Iteration 167Q: 3 clusters Score -4.701522e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 463253 members 
Entering Unmasked Estep 
Score: -47015192.000000 Penalty: 6541.758301
	Iteration 168Q: 3 clusters Score -4.701519e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 463362 members 
Entering Unmasked Estep 
Score: -47015204.000000 Penalty: 6541.758301
	Iteration 169Q: 3 clusters Score -4.70152e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 463454 members 
Entering Unmasked Estep 
Score: -47015148.000000 Penalty: 6541.758301
	Iteration 170Q: 3 clusters Score -4.701515e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 463558 members 
Entering Unmasked Estep 
Score: -47015196.000000 Penalty: 6541.758301
	Iteration 171Q: 3 clusters Score -4.70152e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 463655 members 
Entering Unmasked Estep 
Score: -47015180.000000 Penalty: 6541.758301
	Iteration 172Q: 3 clusters Score -4.701518e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 463743 members 
Entering Unmasked Estep 
Score: -47015160.000000 Penalty: 6541.758301
	Iteration 173Q: 3 clusters Score -4.701516e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 463831 members 
Entering Unmasked Estep 
Score: -47015124.000000 Penalty: 6541.758301
	Iteration 174Q: 3 clusters Score -4.701512e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 463938 members 
Entering Unmasked Estep 
Score: -47015052.000000 Penalty: 6541.758301
	Iteration 175Q: 3 clusters Score -4.701505e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 464027 members 
Entering Unmasked Estep 
Score: -47015084.000000 Penalty: 6541.758301
	Iteration 176Q: 3 clusters Score -4.701508e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 464109 members 
Entering Unmasked Estep 
Score: -47015088.000000 Penalty: 6541.758301
	Iteration 177Q: 3 clusters Score -4.701509e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 464192 members 
Entering Unmasked Estep 
Score: -47015084.000000 Penalty: 6541.758301
	Iteration 178Q: 3 clusters Score -4.701508e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 464263 members 
Entering Unmasked Estep 
Score: -47015120.000000 Penalty: 6541.758301
	Iteration 179Q: 3 clusters Score -4.701512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 464325 members 
Entering Unmasked Estep 
Score: -47015148.000000 Penalty: 6541.758301
	Iteration 180F: 3 clusters Score -4.701515e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 464386 members 
Entering Unmasked Estep 
Score: -47015100.000000 Penalty: 6541.758301
	Iteration 181Q: 3 clusters Score -4.70151e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 464455 members 
Entering Unmasked Estep 
Score: -47015120.000000 Penalty: 6541.758301
	Iteration 182Q: 3 clusters Score -4.701512e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 464539 members 
Entering Unmasked Estep 
Score: -47015128.000000 Penalty: 6541.758301
	Iteration 183Q: 3 clusters Score -4.701513e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 464624 members 
Entering Unmasked Estep 
Score: -47015192.000000 Penalty: 6541.758301
	Iteration 184Q: 3 clusters Score -4.701519e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 464711 members 
Entering Unmasked Estep 
Score: -47015208.000000 Penalty: 6541.758301
	Iteration 185Q: 3 clusters Score -4.701521e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 464781 members 
Entering Unmasked Estep 
Score: -47015184.000000 Penalty: 6541.758301
	Iteration 186Q: 3 clusters Score -4.701518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 464846 members 
Entering Unmasked Estep 
Score: -47015172.000000 Penalty: 6541.758301
	Iteration 187Q: 3 clusters Score -4.701517e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 464915 members 
Entering Unmasked Estep 
Score: -47015164.000000 Penalty: 6541.758301
	Iteration 188Q: 3 clusters Score -4.701516e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 464976 members 
Entering Unmasked Estep 
Score: -47015144.000000 Penalty: 6541.758301
	Iteration 189Q: 3 clusters Score -4.701514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 465034 members 
Entering Unmasked Estep 
Score: -47015144.000000 Penalty: 6541.758301
	Iteration 190Q: 3 clusters Score -4.701514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 465093 members 
Entering Unmasked Estep 
Score: -47015120.000000 Penalty: 6541.758301
	Iteration 191Q: 3 clusters Score -4.701512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 465153 members 
Entering Unmasked Estep 
Score: -47015092.000000 Penalty: 6541.758301
	Iteration 192Q: 3 clusters Score -4.701509e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 465214 members 
Entering Unmasked Estep 
Score: -47015112.000000 Penalty: 6541.758301
	Iteration 193Q: 3 clusters Score -4.701511e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 465282 members 
Entering Unmasked Estep 
Score: -47015076.000000 Penalty: 6541.758301
	Iteration 194Q: 3 clusters Score -4.701508e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 465336 members 
Entering Unmasked Estep 
Score: -47015116.000000 Penalty: 6541.758301
	Iteration 195Q: 3 clusters Score -4.701512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 465391 members 
Entering Unmasked Estep 
Score: -47015132.000000 Penalty: 6541.758301
	Iteration 196Q: 3 clusters Score -4.701513e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 465458 members 
Entering Unmasked Estep 
Score: -47015112.000000 Penalty: 6541.758301
	Iteration 197Q: 3 clusters Score -4.701511e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 465526 members 
Entering Unmasked Estep 
Score: -47015124.000000 Penalty: 6541.758301
	Iteration 198Q: 3 clusters Score -4.701512e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 465589 members 
Entering Unmasked Estep 
Score: -47015116.000000 Penalty: 6541.758301
	Iteration 199Q: 3 clusters Score -4.701512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 465638 members 
Entering Unmasked Estep 
Score: -47015104.000000 Penalty: 6541.758301
	Iteration 200F: 3 clusters Score -4.70151e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 465692 members 
Entering Unmasked Estep 
Score: -47015116.000000 Penalty: 6541.758301
	Iteration 201Q: 3 clusters Score -4.701512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 465755 members 
Entering Unmasked Estep 
Score: -47015128.000000 Penalty: 6541.758301
	Iteration 202Q: 3 clusters Score -4.701513e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 465815 members 
Entering Unmasked Estep 
Score: -47015132.000000 Penalty: 6541.758301
	Iteration 203Q: 3 clusters Score -4.701513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 465870 members 
Entering Unmasked Estep 
Score: -47015096.000000 Penalty: 6541.758301
	Iteration 204Q: 3 clusters Score -4.70151e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 465936 members 
Entering Unmasked Estep 
Score: -47015088.000000 Penalty: 6541.758301
	Iteration 205Q: 3 clusters Score -4.701509e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 465991 members 
Entering Unmasked Estep 
Score: -47015108.000000 Penalty: 6541.758301
	Iteration 206Q: 3 clusters Score -4.701511e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 466047 members 
Entering Unmasked Estep 
Score: -47015096.000000 Penalty: 6541.758301
	Iteration 207Q: 3 clusters Score -4.70151e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 466100 members 
Entering Unmasked Estep 
Score: -47015092.000000 Penalty: 6541.758301
	Iteration 208Q: 3 clusters Score -4.701509e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 466151 members 
Entering Unmasked Estep 
Score: -47015108.000000 Penalty: 6541.758301
	Iteration 209Q: 3 clusters Score -4.701511e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 466202 members 
Entering Unmasked Estep 
Score: -47015124.000000 Penalty: 6541.758301
	Iteration 210Q: 3 clusters Score -4.701512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 466247 members 
Entering Unmasked Estep 
Score: -47015092.000000 Penalty: 6541.758301
	Iteration 211Q: 3 clusters Score -4.701509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 466284 members 
Entering Unmasked Estep 
Score: -47015048.000000 Penalty: 6541.758301
	Iteration 212Q: 3 clusters Score -4.701505e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 466314 members 
Entering Unmasked Estep 
Score: -47015060.000000 Penalty: 6541.758301
	Iteration 213Q: 3 clusters Score -4.701506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 466340 members 
Entering Unmasked Estep 
Score: -47015036.000000 Penalty: 6541.758301
	Iteration 214Q: 3 clusters Score -4.701504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 466360 members 
Entering Unmasked Estep 
Score: -47015016.000000 Penalty: 6541.758301
	Iteration 215Q: 3 clusters Score -4.701502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 466379 members 
Entering Unmasked Estep 
Score: -47015020.000000 Penalty: 6541.758301
	Iteration 216Q: 3 clusters Score -4.701502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 466406 members 
Entering Unmasked Estep 
Score: -47014968.000000 Penalty: 6541.758301
	Iteration 217Q: 3 clusters Score -4.701497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 466426 members 
Entering Unmasked Estep 
Score: -47014956.000000 Penalty: 6541.758301
	Iteration 218Q: 3 clusters Score -4.701496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 466450 members 
Entering Unmasked Estep 
Score: -47015000.000000 Penalty: 6541.758301
	Iteration 219Q: 3 clusters Score -4.7015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 466474 members 
Entering Unmasked Estep 
Score: -47015012.000000 Penalty: 6541.758301
	Iteration 220F: 3 clusters Score -4.701501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 466498 members 
Entering Unmasked Estep 
Score: -47015016.000000 Penalty: 6541.758301
	Iteration 221Q: 3 clusters Score -4.701502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 466515 members 
Entering Unmasked Estep 
Score: -47014988.000000 Penalty: 6541.758301
	Iteration 222Q: 3 clusters Score -4.701499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 466533 members 
Entering Unmasked Estep 
Score: -47014964.000000 Penalty: 6541.758301
	Iteration 223Q: 3 clusters Score -4.701496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 466552 members 
Entering Unmasked Estep 
Score: -47014964.000000 Penalty: 6541.758301
	Iteration 224Q: 3 clusters Score -4.701496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 466576 members 
Entering Unmasked Estep 
Score: -47014984.000000 Penalty: 6541.758301
	Iteration 225Q: 3 clusters Score -4.701498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 466593 members 
Entering Unmasked Estep 
Score: -47014964.000000 Penalty: 6541.758301
	Iteration 226Q: 3 clusters Score -4.701496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 466611 members 
Entering Unmasked Estep 
Score: -47014924.000000 Penalty: 6541.758301
	Iteration 227Q: 3 clusters Score -4.701492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 466633 members 
Entering Unmasked Estep 
Score: -47014940.000000 Penalty: 6541.758301
	Iteration 228Q: 3 clusters Score -4.701494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 466654 members 
Entering Unmasked Estep 
Score: -47014916.000000 Penalty: 6541.758301
	Iteration 229Q: 3 clusters Score -4.701492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 466675 members 
Entering Unmasked Estep 
Score: -47014928.000000 Penalty: 6541.758301
	Iteration 230Q: 3 clusters Score -4.701493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 466689 members 
Entering Unmasked Estep 
Score: -47014928.000000 Penalty: 6541.758301
	Iteration 231Q: 3 clusters Score -4.701493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 466703 members 
Entering Unmasked Estep 
Score: -47014924.000000 Penalty: 6541.758301
	Iteration 232Q: 3 clusters Score -4.701492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 466720 members 
Entering Unmasked Estep 
Score: -47014912.000000 Penalty: 6541.758301
	Iteration 233Q: 3 clusters Score -4.701491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 466730 members 
Entering Unmasked Estep 
Score: -47014916.000000 Penalty: 6541.758301
	Iteration 234Q: 3 clusters Score -4.701492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 466745 members 
Entering Unmasked Estep 
Score: -47014892.000000 Penalty: 6541.758301
	Iteration 235Q: 3 clusters Score -4.701489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 466756 members 
Entering Unmasked Estep 
Score: -47014888.000000 Penalty: 6541.758301
	Iteration 236Q: 3 clusters Score -4.701489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 466767 members 
Entering Unmasked Estep 
Score: -47014880.000000 Penalty: 6541.758301
	Iteration 237Q: 3 clusters Score -4.701488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 466776 members 
Entering Unmasked Estep 
Score: -47014908.000000 Penalty: 6541.758301
	Iteration 238Q: 3 clusters Score -4.701491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 466783 members 
Entering Unmasked Estep 
Score: -47014896.000000 Penalty: 6541.758301
	Iteration 239Q: 3 clusters Score -4.70149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 466790 members 
Entering Unmasked Estep 
Score: -47014892.000000 Penalty: 6541.758301
	Iteration 240F: 3 clusters Score -4.701489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 466800 members 
Entering Unmasked Estep 
Score: -47014892.000000 Penalty: 6541.758301
	Iteration 241Q: 3 clusters Score -4.701489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 466805 members 
Entering Unmasked Estep 
Score: -47014876.000000 Penalty: 6541.758301
	Iteration 242Q: 3 clusters Score -4.701488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 466809 members 
Entering Unmasked Estep 
Score: -47014892.000000 Penalty: 6541.758301
	Iteration 243Q: 3 clusters Score -4.701489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 466812 members 
Entering Unmasked Estep 
Score: -47014896.000000 Penalty: 6541.758301
	Iteration 244Q: 3 clusters Score -4.70149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 466812 members 
Entering Unmasked Estep 
Score: -47014896.000000 Penalty: 6541.758301
	Iteration 245F: 3 clusters Score -4.70149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217831 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 91589 members 
Mstep: Class 6 contains 104488 members 
Mstep: Class 7 contains 147506 members 
Mstep: Class 8 contains 49993 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 144772 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 22834 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 65153 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 4785 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 3538 members 
Mstep: Class 31 contains 466812 members 
Entering Unmasked Estep 
Score: -146453232.000000 Penalty: 110317.765625
Splitting cluster 16 changes total score from -146450224.000000 to -146453232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -214669.453125 Penalty: 1960.458008
	Iteration 0F: 2 clusters Score -214669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -211621.500000 Penalty: 3920.916016
	Iteration 0F: 3 clusters Score -211621.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -212219.265625 Penalty: 3920.916016
	Iteration 1F: 3 clusters Score -212219.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -212375.984375 Penalty: 3920.916016
	Iteration 2F: 3 clusters Score -212376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -212516.484375 Penalty: 3920.916016
	Iteration 3F: 3 clusters Score -212516.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -212612.921875 Penalty: 3920.916016
	Iteration 4Q: 3 clusters Score -212612.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -212699.531250 Penalty: 3920.916016
	Iteration 5Q: 3 clusters Score -212699.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -212771.109375 Penalty: 3920.916016
	Iteration 6Q: 3 clusters Score -212771.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -212817.046875 Penalty: 3920.916016
	Iteration 7Q: 3 clusters Score -212817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -212853.781250 Penalty: 3920.916016
	Iteration 8Q: 3 clusters Score -212853.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -212878.453125 Penalty: 3920.916016
	Iteration 9Q: 3 clusters Score -212878.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -212901.765625 Penalty: 3920.916016
	Iteration 10Q: 3 clusters Score -212901.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -212927.125000 Penalty: 3920.916016
	Iteration 11Q: 3 clusters Score -212927.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -212945.609375 Penalty: 3920.916016
	Iteration 12Q: 3 clusters Score -212945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -212958.562500 Penalty: 3920.916016
	Iteration 13Q: 3 clusters Score -212958.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -212970.359375 Penalty: 3920.916016
	Iteration 14Q: 3 clusters Score -212970.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -212981.265625 Penalty: 3920.916016
	Iteration 15Q: 3 clusters Score -212981.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -212991.656250 Penalty: 3920.916016
	Iteration 16Q: 3 clusters Score -212991.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -212999.640625 Penalty: 3920.916016
	Iteration 17Q: 3 clusters Score -212999.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -213009.078125 Penalty: 3920.916016
	Iteration 18Q: 3 clusters Score -213009.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -213016.953125 Penalty: 3920.916016
	Iteration 19Q: 3 clusters Score -213017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -213026.046875 Penalty: 3920.916016
	Iteration 20F: 3 clusters Score -213026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -213049.125000 Penalty: 3920.916016
	Iteration 21Q: 3 clusters Score -213049.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -213065.265625 Penalty: 3920.916016
	Iteration 22Q: 3 clusters Score -213065.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -213078.484375 Penalty: 3920.916016
	Iteration 23Q: 3 clusters Score -213078.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -213090.265625 Penalty: 3920.916016
	Iteration 24Q: 3 clusters Score -213090.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -213101.687500 Penalty: 3920.916016
	Iteration 25Q: 3 clusters Score -213101.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -213111.156250 Penalty: 3920.916016
	Iteration 26Q: 3 clusters Score -213111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -213124.609375 Penalty: 3920.916016
	Iteration 27Q: 3 clusters Score -213124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213136.921875 Penalty: 3920.916016
	Iteration 28Q: 3 clusters Score -213136.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213146.203125 Penalty: 3920.916016
	Iteration 29Q: 3 clusters Score -213146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213158.265625 Penalty: 3920.916016
	Iteration 30Q: 3 clusters Score -213158.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -213171.859375 Penalty: 3920.916016
	Iteration 31Q: 3 clusters Score -213171.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -213186.625000 Penalty: 3920.916016
	Iteration 32Q: 3 clusters Score -213186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213196.281250 Penalty: 3920.916016
	Iteration 33Q: 3 clusters Score -213196.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -213204.515625 Penalty: 3920.916016
	Iteration 34Q: 3 clusters Score -213204.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -213209.359375 Penalty: 3920.916016
	Iteration 35Q: 3 clusters Score -213209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -213213.734375 Penalty: 3920.916016
	Iteration 36Q: 3 clusters Score -213213.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213216.968750 Penalty: 3920.916016
	Iteration 37Q: 3 clusters Score -213217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -213221.453125 Penalty: 3920.916016
	Iteration 38Q: 3 clusters Score -213221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213227.109375 Penalty: 3920.916016
	Iteration 39Q: 3 clusters Score -213227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213232.187500 Penalty: 3920.916016
	Iteration 40F: 3 clusters Score -213232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -213238.859375 Penalty: 3920.916016
	Iteration 41Q: 3 clusters Score -213238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213246.468750 Penalty: 3920.916016
	Iteration 42Q: 3 clusters Score -213246.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -213253.656250 Penalty: 3920.916016
	Iteration 43Q: 3 clusters Score -213253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -213258.812500 Penalty: 3920.916016
	Iteration 44Q: 3 clusters Score -213258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -213265.656250 Penalty: 3920.916016
	Iteration 45Q: 3 clusters Score -213265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -213273.406250 Penalty: 3920.916016
	Iteration 46Q: 3 clusters Score -213273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -213279.031250 Penalty: 3920.916016
	Iteration 47Q: 3 clusters Score -213279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -213283.812500 Penalty: 3920.916016
	Iteration 48Q: 3 clusters Score -213283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213288.921875 Penalty: 3920.916016
	Iteration 49Q: 3 clusters Score -213288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213292.515625 Penalty: 3920.916016
	Iteration 50Q: 3 clusters Score -213292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -213295.140625 Penalty: 3920.916016
	Iteration 51Q: 3 clusters Score -213295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -213298.968750 Penalty: 3920.916016
	Iteration 52Q: 3 clusters Score -213299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213304.156250 Penalty: 3920.916016
	Iteration 53Q: 3 clusters Score -213304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213309.484375 Penalty: 3920.916016
	Iteration 54Q: 3 clusters Score -213309.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213318.171875 Penalty: 3920.916016
	Iteration 55Q: 3 clusters Score -213318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -213328.781250 Penalty: 3920.916016
	Iteration 56Q: 3 clusters Score -213328.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -213341.125000 Penalty: 3920.916016
	Iteration 57Q: 3 clusters Score -213341.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -213352.906250 Penalty: 3920.916016
	Iteration 58Q: 3 clusters Score -213352.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -213363.234375 Penalty: 3920.916016
	Iteration 59Q: 3 clusters Score -213363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213372.531250 Penalty: 3920.916016
	Iteration 60F: 3 clusters Score -213372.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -213380.625000 Penalty: 3920.916016
	Iteration 61Q: 3 clusters Score -213380.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213387.796875 Penalty: 3920.916016
	Iteration 62Q: 3 clusters Score -213387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -213391.984375 Penalty: 3920.916016
	Iteration 63Q: 3 clusters Score -213392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -213398.093750 Penalty: 3920.916016
	Iteration 64Q: 3 clusters Score -213398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -213401.000000 Penalty: 3920.916016
	Iteration 65Q: 3 clusters Score -213401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -213404.046875 Penalty: 3920.916016
	Iteration 66Q: 3 clusters Score -213404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -213407.000000 Penalty: 3920.916016
	Iteration 67Q: 3 clusters Score -213407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -213411.093750 Penalty: 3920.916016
	Iteration 68Q: 3 clusters Score -213411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213414.671875 Penalty: 3920.916016
	Iteration 69Q: 3 clusters Score -213414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213420.781250 Penalty: 3920.916016
	Iteration 70Q: 3 clusters Score -213420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -213424.109375 Penalty: 3920.916016
	Iteration 71Q: 3 clusters Score -213424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -213425.984375 Penalty: 3920.916016
	Iteration 72Q: 3 clusters Score -213426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -213427.859375 Penalty: 3920.916016
	Iteration 73Q: 3 clusters Score -213427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213429.500000 Penalty: 3920.916016
	Iteration 74Q: 3 clusters Score -213429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213431.578125 Penalty: 3920.916016
	Iteration 75Q: 3 clusters Score -213431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213433.375000 Penalty: 3920.916016
	Iteration 76Q: 3 clusters Score -213433.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -213439.375000 Penalty: 3920.916016
	Iteration 77Q: 3 clusters Score -213439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -213444.046875 Penalty: 3920.916016
	Iteration 78Q: 3 clusters Score -213444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -213447.984375 Penalty: 3920.916016
	Iteration 79Q: 3 clusters Score -213448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -213449.109375 Penalty: 3920.916016
	Iteration 80F: 3 clusters Score -213449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -213451.281250 Penalty: 3920.916016
	Iteration 81Q: 3 clusters Score -213451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -213455.140625 Penalty: 3920.916016
	Iteration 82Q: 3 clusters Score -213455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -213458.562500 Penalty: 3920.916016
	Iteration 83Q: 3 clusters Score -213458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -213465.390625 Penalty: 3920.916016
	Iteration 84Q: 3 clusters Score -213465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213467.937500 Penalty: 3920.916016
	Iteration 85Q: 3 clusters Score -213467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -213471.515625 Penalty: 3920.916016
	Iteration 86Q: 3 clusters Score -213471.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -213473.937500 Penalty: 3920.916016
	Iteration 87Q: 3 clusters Score -213473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -213475.453125 Penalty: 3920.916016
	Iteration 88Q: 3 clusters Score -213475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -213475.921875 Penalty: 3920.916016
	Iteration 89Q: 3 clusters Score -213475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -213478.687500 Penalty: 3920.916016
	Iteration 90Q: 3 clusters Score -213478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213482.171875 Penalty: 3920.916016
	Iteration 91Q: 3 clusters Score -213482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -213486.812500 Penalty: 3920.916016
	Iteration 92Q: 3 clusters Score -213486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -213492.125000 Penalty: 3920.916016
	Iteration 93Q: 3 clusters Score -213492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -213493.328125 Penalty: 3920.916016
	Iteration 94Q: 3 clusters Score -213493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -213495.484375 Penalty: 3920.916016
	Iteration 95Q: 3 clusters Score -213495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -213498.156250 Penalty: 3920.916016
	Iteration 96Q: 3 clusters Score -213498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -213500.796875 Penalty: 3920.916016
	Iteration 97Q: 3 clusters Score -213500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -213502.312500 Penalty: 3920.916016
	Iteration 98Q: 3 clusters Score -213502.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -213504.968750 Penalty: 3920.916016
	Iteration 99Q: 3 clusters Score -213505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -213509.031250 Penalty: 3920.916016
	Iteration 100F: 3 clusters Score -213509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -213514.093750 Penalty: 3920.916016
	Iteration 101Q: 3 clusters Score -213514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -213515.921875 Penalty: 3920.916016
	Iteration 102Q: 3 clusters Score -213515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -213516.812500 Penalty: 3920.916016
	Iteration 103Q: 3 clusters Score -213516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213517.500000 Penalty: 3920.916016
	Iteration 104Q: 3 clusters Score -213517.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213517.500000 Penalty: 3920.916016
	Iteration 105F: 3 clusters Score -213517.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Entering Unmasked Estep 
Score: -1744953.875000 Penalty: 2455.779541
	Iteration 0F: 2 clusters Score -1744954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1730853.250000 Penalty: 4911.559082
	Iteration 0F: 3 clusters Score -1730853 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1735572.250000 Penalty: 4911.559082
	Iteration 1F: 3 clusters Score -1735572 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1736111.875000 Penalty: 4911.559082
	Iteration 2F: 3 clusters Score -1736112 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1736707.875000 Penalty: 4911.559082
	Iteration 3F: 3 clusters Score -1736708 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1737345.625000 Penalty: 4911.559082
	Iteration 4F: 3 clusters Score -1737346 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1738075.625000 Penalty: 4911.559082
	Iteration 5F: 3 clusters Score -1738076 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1738909.000000 Penalty: 4911.559082
	Iteration 6F: 3 clusters Score -1738909 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1739783.500000 Penalty: 4911.559082
	Iteration 7F: 3 clusters Score -1739784 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1740551.125000 Penalty: 4911.559082
	Iteration 8F: 3 clusters Score -1740551 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1741103.750000 Penalty: 4911.559082
	Iteration 9Q: 3 clusters Score -1741104 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1741462.625000 Penalty: 4911.559082
	Iteration 10Q: 3 clusters Score -1741463 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1741648.500000 Penalty: 4911.559082
	Iteration 11Q: 3 clusters Score -1741648 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1741759.375000 Penalty: 4911.559082
	Iteration 12Q: 3 clusters Score -1741759 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1741824.625000 Penalty: 4911.559082
	Iteration 13Q: 3 clusters Score -1741825 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1741884.750000 Penalty: 4911.559082
	Iteration 14Q: 3 clusters Score -1741885 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1741928.500000 Penalty: 4911.559082
	Iteration 15Q: 3 clusters Score -1741928 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1741961.750000 Penalty: 4911.559082
	Iteration 16Q: 3 clusters Score -1741962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1741989.250000 Penalty: 4911.559082
	Iteration 17Q: 3 clusters Score -1741989 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1742007.000000 Penalty: 4911.559082
	Iteration 18Q: 3 clusters Score -1742007 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1742033.750000 Penalty: 4911.559082
	Iteration 19Q: 3 clusters Score -1742034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1742062.125000 Penalty: 4911.559082
	Iteration 20F: 3 clusters Score -1742062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1742087.250000 Penalty: 4911.559082
	Iteration 21Q: 3 clusters Score -1742087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1742103.875000 Penalty: 4911.559082
	Iteration 22Q: 3 clusters Score -1742104 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1742128.500000 Penalty: 4911.559082
	Iteration 23Q: 3 clusters Score -1742128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1742152.250000 Penalty: 4911.559082
	Iteration 24Q: 3 clusters Score -1742152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1742185.000000 Penalty: 4911.559082
	Iteration 25Q: 3 clusters Score -1742185 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1742203.375000 Penalty: 4911.559082
	Iteration 26Q: 3 clusters Score -1742203 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1742225.375000 Penalty: 4911.559082
	Iteration 27Q: 3 clusters Score -1742225 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1742243.250000 Penalty: 4911.559082
	Iteration 28Q: 3 clusters Score -1742243 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1742268.375000 Penalty: 4911.559082
	Iteration 29Q: 3 clusters Score -1742268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1742281.875000 Penalty: 4911.559082
	Iteration 30Q: 3 clusters Score -1742282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1742301.125000 Penalty: 4911.559082
	Iteration 31Q: 3 clusters Score -1742301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1742341.000000 Penalty: 4911.559082
	Iteration 32Q: 3 clusters Score -1742341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1742358.000000 Penalty: 4911.559082
	Iteration 33Q: 3 clusters Score -1742358 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1742375.125000 Penalty: 4911.559082
	Iteration 34Q: 3 clusters Score -1742375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1742399.250000 Penalty: 4911.559082
	Iteration 35Q: 3 clusters Score -1742399 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1742419.250000 Penalty: 4911.559082
	Iteration 36Q: 3 clusters Score -1742419 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1742448.250000 Penalty: 4911.559082
	Iteration 37Q: 3 clusters Score -1742448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1742476.500000 Penalty: 4911.559082
	Iteration 38Q: 3 clusters Score -1742476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1742510.625000 Penalty: 4911.559082
	Iteration 39Q: 3 clusters Score -1742511 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1742544.875000 Penalty: 4911.559082
	Iteration 40F: 3 clusters Score -1742545 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1742573.500000 Penalty: 4911.559082
	Iteration 41Q: 3 clusters Score -1742574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1742608.500000 Penalty: 4911.559082
	Iteration 42Q: 3 clusters Score -1742608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1742645.000000 Penalty: 4911.559082
	Iteration 43Q: 3 clusters Score -1742645 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1742670.375000 Penalty: 4911.559082
	Iteration 44Q: 3 clusters Score -1742670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1742698.625000 Penalty: 4911.559082
	Iteration 45Q: 3 clusters Score -1742699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1742716.750000 Penalty: 4911.559082
	Iteration 46Q: 3 clusters Score -1742717 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1742749.500000 Penalty: 4911.559082
	Iteration 47Q: 3 clusters Score -1742750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1742770.875000 Penalty: 4911.559082
	Iteration 48Q: 3 clusters Score -1742771 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1742784.875000 Penalty: 4911.559082
	Iteration 49Q: 3 clusters Score -1742785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1742808.125000 Penalty: 4911.559082
	Iteration 50Q: 3 clusters Score -1742808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1742824.000000 Penalty: 4911.559082
	Iteration 51Q: 3 clusters Score -1742824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1742837.625000 Penalty: 4911.559082
	Iteration 52Q: 3 clusters Score -1742838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1742851.875000 Penalty: 4911.559082
	Iteration 53Q: 3 clusters Score -1742852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1742870.250000 Penalty: 4911.559082
	Iteration 54Q: 3 clusters Score -1742870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1742882.125000 Penalty: 4911.559082
	Iteration 55Q: 3 clusters Score -1742882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1742886.000000 Penalty: 4911.559082
	Iteration 56Q: 3 clusters Score -1742886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1742901.625000 Penalty: 4911.559082
	Iteration 57Q: 3 clusters Score -1742902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1742908.625000 Penalty: 4911.559082
	Iteration 58Q: 3 clusters Score -1742909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1742921.875000 Penalty: 4911.559082
	Iteration 59Q: 3 clusters Score -1742922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1742935.375000 Penalty: 4911.559082
	Iteration 60F: 3 clusters Score -1742935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1742953.375000 Penalty: 4911.559082
	Iteration 61Q: 3 clusters Score -1742953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1742968.875000 Penalty: 4911.559082
	Iteration 62Q: 3 clusters Score -1742969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1742991.625000 Penalty: 4911.559082
	Iteration 63Q: 3 clusters Score -1742992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1743010.500000 Penalty: 4911.559082
	Iteration 64Q: 3 clusters Score -1743010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1743028.625000 Penalty: 4911.559082
	Iteration 65Q: 3 clusters Score -1743029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1743056.000000 Penalty: 4911.559082
	Iteration 66Q: 3 clusters Score -1743056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1743076.000000 Penalty: 4911.559082
	Iteration 67Q: 3 clusters Score -1743076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1743087.125000 Penalty: 4911.559082
	Iteration 68Q: 3 clusters Score -1743087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1743107.500000 Penalty: 4911.559082
	Iteration 69Q: 3 clusters Score -1743108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1743121.500000 Penalty: 4911.559082
	Iteration 70Q: 3 clusters Score -1743122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1743135.500000 Penalty: 4911.559082
	Iteration 71Q: 3 clusters Score -1743136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1743145.875000 Penalty: 4911.559082
	Iteration 72Q: 3 clusters Score -1743146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1743156.750000 Penalty: 4911.559082
	Iteration 73Q: 3 clusters Score -1743157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1743162.500000 Penalty: 4911.559082
	Iteration 74Q: 3 clusters Score -1743162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1743170.750000 Penalty: 4911.559082
	Iteration 75Q: 3 clusters Score -1743171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1743175.000000 Penalty: 4911.559082
	Iteration 76Q: 3 clusters Score -1743175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1743190.125000 Penalty: 4911.559082
	Iteration 77Q: 3 clusters Score -1743190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1743200.375000 Penalty: 4911.559082
	Iteration 78Q: 3 clusters Score -1743200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1743206.625000 Penalty: 4911.559082
	Iteration 79Q: 3 clusters Score -1743207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1743213.625000 Penalty: 4911.559082
	Iteration 80F: 3 clusters Score -1743214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1743217.250000 Penalty: 4911.559082
	Iteration 81Q: 3 clusters Score -1743217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1743220.125000 Penalty: 4911.559082
	Iteration 82Q: 3 clusters Score -1743220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1743223.625000 Penalty: 4911.559082
	Iteration 83Q: 3 clusters Score -1743224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1743230.000000 Penalty: 4911.559082
	Iteration 84Q: 3 clusters Score -1743230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1743236.000000 Penalty: 4911.559082
	Iteration 85Q: 3 clusters Score -1743236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1743244.125000 Penalty: 4911.559082
	Iteration 86Q: 3 clusters Score -1743244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1743247.625000 Penalty: 4911.559082
	Iteration 87Q: 3 clusters Score -1743248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1743250.625000 Penalty: 4911.559082
	Iteration 88Q: 3 clusters Score -1743251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1743260.375000 Penalty: 4911.559082
	Iteration 89Q: 3 clusters Score -1743260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1743262.625000 Penalty: 4911.559082
	Iteration 90Q: 3 clusters Score -1743263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1743264.000000 Penalty: 4911.559082
	Iteration 91Q: 3 clusters Score -1743264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1743264.500000 Penalty: 4911.559082
	Iteration 92Q: 3 clusters Score -1743264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1743266.500000 Penalty: 4911.559082
	Iteration 93Q: 3 clusters Score -1743266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1743268.000000 Penalty: 4911.559082
	Iteration 94Q: 3 clusters Score -1743268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1743266.000000 Penalty: 4911.559082
	Iteration 95Q: 3 clusters Score -1743266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1743263.750000 Penalty: 4911.559082
	Iteration 96Q: 3 clusters Score -1743264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1743265.625000 Penalty: 4911.559082
	Iteration 97Q: 3 clusters Score -1743266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1743266.000000 Penalty: 4911.559082
	Iteration 98Q: 3 clusters Score -1743266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1743269.250000 Penalty: 4911.559082
	Iteration 99Q: 3 clusters Score -1743269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1743274.250000 Penalty: 4911.559082
	Iteration 100F: 3 clusters Score -1743274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1743277.250000 Penalty: 4911.559082
	Iteration 101Q: 3 clusters Score -1743277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1743275.625000 Penalty: 4911.559082
	Iteration 102Q: 3 clusters Score -1743276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1743277.875000 Penalty: 4911.559082
	Iteration 103Q: 3 clusters Score -1743278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1743283.250000 Penalty: 4911.559082
	Iteration 104Q: 3 clusters Score -1743283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1743280.375000 Penalty: 4911.559082
	Iteration 105Q: 3 clusters Score -1743280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1743281.750000 Penalty: 4911.559082
	Iteration 106Q: 3 clusters Score -1743282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1743285.125000 Penalty: 4911.559082
	Iteration 107Q: 3 clusters Score -1743285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1743288.250000 Penalty: 4911.559082
	Iteration 108Q: 3 clusters Score -1743288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1743289.125000 Penalty: 4911.559082
	Iteration 109Q: 3 clusters Score -1743289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1743289.125000 Penalty: 4911.559082
	Iteration 110F: 3 clusters Score -1743289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Entering Unmasked Estep 
Score: -4051252.250000 Penalty: 2660.541992
	Iteration 0F: 2 clusters Score -4051252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4020294.250000 Penalty: 5321.083984
	Iteration 0F: 3 clusters Score -4020294 nChanged 21173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4032264.500000 Penalty: 5321.083984
	Iteration 1F: 3 clusters Score -4032264 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4032955.750000 Penalty: 5321.083984
	Iteration 2Q: 3 clusters Score -4032956 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4033724.000000 Penalty: 5321.083984
	Iteration 3Q: 3 clusters Score -4033724 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4034645.750000 Penalty: 5321.083984
	Iteration 4Q: 3 clusters Score -4034646 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4035942.750000 Penalty: 5321.083984
	Iteration 5F: 3 clusters Score -4035943 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4037675.750000 Penalty: 5321.083984
	Iteration 6F: 3 clusters Score -4037676 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4039999.250000 Penalty: 5321.083984
	Iteration 7F: 3 clusters Score -4039999 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -4042338.500000 Penalty: 5321.083984
	Iteration 8F: 3 clusters Score -4042338 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -4044293.500000 Penalty: 5321.083984
	Iteration 9F: 3 clusters Score -4044294 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4045885.250000 Penalty: 5321.083984
	Iteration 10Q: 3 clusters Score -4045885 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4047061.750000 Penalty: 5321.083984
	Iteration 11Q: 3 clusters Score -4047062 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4047809.500000 Penalty: 5321.083984
	Iteration 12Q: 3 clusters Score -4047810 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4048281.500000 Penalty: 5321.083984
	Iteration 13Q: 3 clusters Score -4048282 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4048511.750000 Penalty: 5321.083984
	Iteration 14Q: 3 clusters Score -4048512 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4048659.000000 Penalty: 5321.083984
	Iteration 15Q: 3 clusters Score -4048659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4048740.500000 Penalty: 5321.083984
	Iteration 16Q: 3 clusters Score -4048740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4048792.250000 Penalty: 5321.083984
	Iteration 17Q: 3 clusters Score -4048792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4048832.750000 Penalty: 5321.083984
	Iteration 18Q: 3 clusters Score -4048833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4048860.250000 Penalty: 5321.083984
	Iteration 19Q: 3 clusters Score -4048860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4048884.750000 Penalty: 5321.083984
	Iteration 20F: 3 clusters Score -4048885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4048900.250000 Penalty: 5321.083984
	Iteration 21Q: 3 clusters Score -4048900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4048913.500000 Penalty: 5321.083984
	Iteration 22Q: 3 clusters Score -4048914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4048920.750000 Penalty: 5321.083984
	Iteration 23Q: 3 clusters Score -4048921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4048927.250000 Penalty: 5321.083984
	Iteration 24Q: 3 clusters Score -4048927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4048929.750000 Penalty: 5321.083984
	Iteration 25Q: 3 clusters Score -4048930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4048933.250000 Penalty: 5321.083984
	Iteration 26Q: 3 clusters Score -4048933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4048933.250000 Penalty: 5321.083984
	Iteration 27F: 3 clusters Score -4048933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Entering Unmasked Estep 
Score: -1975987.625000 Penalty: 2488.929443
	Iteration 0F: 2 clusters Score -1975988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1960084.875000 Penalty: 4977.858887
	Iteration 0F: 3 clusters Score -1960085 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1965450.375000 Penalty: 4977.858887
	Iteration 1F: 3 clusters Score -1965450 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1965985.375000 Penalty: 4977.858887
	Iteration 2F: 3 clusters Score -1965985 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1966607.250000 Penalty: 4977.858887
	Iteration 3F: 3 clusters Score -1966607 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1967393.750000 Penalty: 4977.858887
	Iteration 4F: 3 clusters Score -1967394 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1968298.500000 Penalty: 4977.858887
	Iteration 5F: 3 clusters Score -1968298 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1969211.125000 Penalty: 4977.858887
	Iteration 6F: 3 clusters Score -1969211 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1970075.750000 Penalty: 4977.858887
	Iteration 7F: 3 clusters Score -1970076 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1970902.125000 Penalty: 4977.858887
	Iteration 8F: 3 clusters Score -1970902 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1971589.125000 Penalty: 4977.858887
	Iteration 9Q: 3 clusters Score -1971589 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1972097.000000 Penalty: 4977.858887
	Iteration 10Q: 3 clusters Score -1972097 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1972485.750000 Penalty: 4977.858887
	Iteration 11Q: 3 clusters Score -1972486 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1972783.875000 Penalty: 4977.858887
	Iteration 12Q: 3 clusters Score -1972784 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1973008.500000 Penalty: 4977.858887
	Iteration 13Q: 3 clusters Score -1973008 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1973160.500000 Penalty: 4977.858887
	Iteration 14Q: 3 clusters Score -1973160 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1973286.875000 Penalty: 4977.858887
	Iteration 15Q: 3 clusters Score -1973287 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1973391.375000 Penalty: 4977.858887
	Iteration 16Q: 3 clusters Score -1973391 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1973478.125000 Penalty: 4977.858887
	Iteration 17Q: 3 clusters Score -1973478 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1973538.875000 Penalty: 4977.858887
	Iteration 18Q: 3 clusters Score -1973539 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1973615.000000 Penalty: 4977.858887
	Iteration 19Q: 3 clusters Score -1973615 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1973692.125000 Penalty: 4977.858887
	Iteration 20F: 3 clusters Score -1973692 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1973767.625000 Penalty: 4977.858887
	Iteration 21Q: 3 clusters Score -1973768 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1973833.875000 Penalty: 4977.858887
	Iteration 22Q: 3 clusters Score -1973834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1973893.250000 Penalty: 4977.858887
	Iteration 23Q: 3 clusters Score -1973893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1973955.750000 Penalty: 4977.858887
	Iteration 24Q: 3 clusters Score -1973956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1974006.875000 Penalty: 4977.858887
	Iteration 25Q: 3 clusters Score -1974007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1974055.375000 Penalty: 4977.858887
	Iteration 26Q: 3 clusters Score -1974055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1974103.500000 Penalty: 4977.858887
	Iteration 27Q: 3 clusters Score -1974104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1974145.000000 Penalty: 4977.858887
	Iteration 28Q: 3 clusters Score -1974145 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1974175.625000 Penalty: 4977.858887
	Iteration 29Q: 3 clusters Score -1974176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1974191.875000 Penalty: 4977.858887
	Iteration 30Q: 3 clusters Score -1974192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1974208.875000 Penalty: 4977.858887
	Iteration 31Q: 3 clusters Score -1974209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1974209.875000 Penalty: 4977.858887
	Iteration 32Q: 3 clusters Score -1974210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1974223.250000 Penalty: 4977.858887
	Iteration 33Q: 3 clusters Score -1974223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1974231.875000 Penalty: 4977.858887
	Iteration 34Q: 3 clusters Score -1974232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1974243.125000 Penalty: 4977.858887
	Iteration 35Q: 3 clusters Score -1974243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1974248.250000 Penalty: 4977.858887
	Iteration 36Q: 3 clusters Score -1974248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1974258.000000 Penalty: 4977.858887
	Iteration 37Q: 3 clusters Score -1974258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1974266.750000 Penalty: 4977.858887
	Iteration 38Q: 3 clusters Score -1974267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1974268.125000 Penalty: 4977.858887
	Iteration 39Q: 3 clusters Score -1974268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1974274.500000 Penalty: 4977.858887
	Iteration 40F: 3 clusters Score -1974274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1974278.750000 Penalty: 4977.858887
	Iteration 41Q: 3 clusters Score -1974279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1974285.000000 Penalty: 4977.858887
	Iteration 42Q: 3 clusters Score -1974285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -1974291.250000 Penalty: 4977.858887
	Iteration 43Q: 3 clusters Score -1974291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1974286.500000 Penalty: 4977.858887
	Iteration 44Q: 3 clusters Score -1974286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1974292.750000 Penalty: 4977.858887
	Iteration 45Q: 3 clusters Score -1974293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1974297.250000 Penalty: 4977.858887
	Iteration 46Q: 3 clusters Score -1974297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1974302.625000 Penalty: 4977.858887
	Iteration 47Q: 3 clusters Score -1974303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1974308.125000 Penalty: 4977.858887
	Iteration 48Q: 3 clusters Score -1974308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1974307.750000 Penalty: 4977.858887
	Iteration 49Q: 3 clusters Score -1974308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1974307.500000 Penalty: 4977.858887
	Iteration 50Q: 3 clusters Score -1974308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1974305.625000 Penalty: 4977.858887
	Iteration 51Q: 3 clusters Score -1974306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1974304.500000 Penalty: 4977.858887
	Iteration 52Q: 3 clusters Score -1974304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1974313.000000 Penalty: 4977.858887
	Iteration 53Q: 3 clusters Score -1974313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1974311.250000 Penalty: 4977.858887
	Iteration 54Q: 3 clusters Score -1974311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1974315.000000 Penalty: 4977.858887
	Iteration 55Q: 3 clusters Score -1974315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1974318.000000 Penalty: 4977.858887
	Iteration 56Q: 3 clusters Score -1974318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1974318.875000 Penalty: 4977.858887
	Iteration 57Q: 3 clusters Score -1974319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1974322.125000 Penalty: 4977.858887
	Iteration 58Q: 3 clusters Score -1974322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1974327.625000 Penalty: 4977.858887
	Iteration 59Q: 3 clusters Score -1974328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1974325.375000 Penalty: 4977.858887
	Iteration 60F: 3 clusters Score -1974325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1974326.250000 Penalty: 4977.858887
	Iteration 61Q: 3 clusters Score -1974326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1974330.500000 Penalty: 4977.858887
	Iteration 62Q: 3 clusters Score -1974330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1974331.375000 Penalty: 4977.858887
	Iteration 63Q: 3 clusters Score -1974331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1974331.375000 Penalty: 4977.858887
	Iteration 64Q: 3 clusters Score -1974331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1974335.250000 Penalty: 4977.858887
	Iteration 65Q: 3 clusters Score -1974335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1974341.750000 Penalty: 4977.858887
	Iteration 66Q: 3 clusters Score -1974342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1974350.250000 Penalty: 4977.858887
	Iteration 67Q: 3 clusters Score -1974350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1974354.000000 Penalty: 4977.858887
	Iteration 68Q: 3 clusters Score -1974354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1974353.000000 Penalty: 4977.858887
	Iteration 69Q: 3 clusters Score -1974353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1974352.500000 Penalty: 4977.858887
	Iteration 70Q: 3 clusters Score -1974352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1974362.500000 Penalty: 4977.858887
	Iteration 71Q: 3 clusters Score -1974362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1974362.625000 Penalty: 4977.858887
	Iteration 72Q: 3 clusters Score -1974363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1974360.250000 Penalty: 4977.858887
	Iteration 73Q: 3 clusters Score -1974360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1974361.875000 Penalty: 4977.858887
	Iteration 74Q: 3 clusters Score -1974362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1974367.000000 Penalty: 4977.858887
	Iteration 75Q: 3 clusters Score -1974367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1974368.250000 Penalty: 4977.858887
	Iteration 76Q: 3 clusters Score -1974368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1974372.875000 Penalty: 4977.858887
	Iteration 77Q: 3 clusters Score -1974373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1974372.750000 Penalty: 4977.858887
	Iteration 78Q: 3 clusters Score -1974373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1974368.875000 Penalty: 4977.858887
	Iteration 79Q: 3 clusters Score -1974369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1974375.125000 Penalty: 4977.858887
	Iteration 80F: 3 clusters Score -1974375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1974374.000000 Penalty: 4977.858887
	Iteration 81Q: 3 clusters Score -1974374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1974376.000000 Penalty: 4977.858887
	Iteration 82Q: 3 clusters Score -1974376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1974374.750000 Penalty: 4977.858887
	Iteration 83Q: 3 clusters Score -1974375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1974376.875000 Penalty: 4977.858887
	Iteration 84Q: 3 clusters Score -1974377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1974381.000000 Penalty: 4977.858887
	Iteration 85Q: 3 clusters Score -1974381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1974381.250000 Penalty: 4977.858887
	Iteration 86Q: 3 clusters Score -1974381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1974382.750000 Penalty: 4977.858887
	Iteration 87Q: 3 clusters Score -1974383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1974382.750000 Penalty: 4977.858887
	Iteration 88Q: 3 clusters Score -1974383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1974382.125000 Penalty: 4977.858887
	Iteration 89Q: 3 clusters Score -1974382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1974382.375000 Penalty: 4977.858887
	Iteration 90Q: 3 clusters Score -1974382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -1974382.500000 Penalty: 4977.858887
	Iteration 91Q: 3 clusters Score -1974382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -1974383.500000 Penalty: 4977.858887
	Iteration 92Q: 3 clusters Score -1974384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -1974383.500000 Penalty: 4977.858887
	Iteration 93F: 3 clusters Score -1974384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -290542.875000 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -290542.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -286917.656250 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -286917.7 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -287697.750000 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -287697.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -287884.562500 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -287884.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -288008.187500 Penalty: 4055.769287
	Iteration 3Q: 3 clusters Score -288008.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -288124.468750 Penalty: 4055.769287
	Iteration 4Q: 3 clusters Score -288124.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -288255.125000 Penalty: 4055.769287
	Iteration 5Q: 3 clusters Score -288255.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -288358.656250 Penalty: 4055.769287
	Iteration 6Q: 3 clusters Score -288358.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -288469.093750 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -288469.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -288571.000000 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -288571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -288650.593750 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -288650.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -288723.500000 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -288723.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -288803.375000 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -288803.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -288899.562500 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -288899.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -289004.000000 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -289004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -289123.968750 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -289124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -289211.906250 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -289211.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -289282.468750 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -289282.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -289339.312500 Penalty: 4055.769287
	Iteration 17Q: 3 clusters Score -289339.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -289368.718750 Penalty: 4055.769287
	Iteration 18Q: 3 clusters Score -289368.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -289389.875000 Penalty: 4055.769287
	Iteration 19Q: 3 clusters Score -289389.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -289407.125000 Penalty: 4055.769287
	Iteration 20F: 3 clusters Score -289407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -289422.250000 Penalty: 4055.769287
	Iteration 21Q: 3 clusters Score -289422.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -289433.187500 Penalty: 4055.769287
	Iteration 22Q: 3 clusters Score -289433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -289443.062500 Penalty: 4055.769287
	Iteration 23Q: 3 clusters Score -289443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -289446.562500 Penalty: 4055.769287
	Iteration 24Q: 3 clusters Score -289446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -289450.218750 Penalty: 4055.769287
	Iteration 25Q: 3 clusters Score -289450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -289456.625000 Penalty: 4055.769287
	Iteration 26Q: 3 clusters Score -289456.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -289462.343750 Penalty: 4055.769287
	Iteration 27Q: 3 clusters Score -289462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -289465.343750 Penalty: 4055.769287
	Iteration 28Q: 3 clusters Score -289465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -289468.218750 Penalty: 4055.769287
	Iteration 29Q: 3 clusters Score -289468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -289469.218750 Penalty: 4055.769287
	Iteration 30Q: 3 clusters Score -289469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -289471.593750 Penalty: 4055.769287
	Iteration 31Q: 3 clusters Score -289471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -289474.500000 Penalty: 4055.769287
	Iteration 32Q: 3 clusters Score -289474.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -289478.687500 Penalty: 4055.769287
	Iteration 33Q: 3 clusters Score -289478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -289483.281250 Penalty: 4055.769287
	Iteration 34Q: 3 clusters Score -289483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -289491.062500 Penalty: 4055.769287
	Iteration 35Q: 3 clusters Score -289491.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -289501.031250 Penalty: 4055.769287
	Iteration 36Q: 3 clusters Score -289501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -289513.281250 Penalty: 4055.769287
	Iteration 37Q: 3 clusters Score -289513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -289522.031250 Penalty: 4055.769287
	Iteration 38Q: 3 clusters Score -289522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -289532.531250 Penalty: 4055.769287
	Iteration 39Q: 3 clusters Score -289532.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -289543.375000 Penalty: 4055.769287
	Iteration 40F: 3 clusters Score -289543.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -289551.125000 Penalty: 4055.769287
	Iteration 41Q: 3 clusters Score -289551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -289558.656250 Penalty: 4055.769287
	Iteration 42Q: 3 clusters Score -289558.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -289564.406250 Penalty: 4055.769287
	Iteration 43Q: 3 clusters Score -289564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -289569.750000 Penalty: 4055.769287
	Iteration 44Q: 3 clusters Score -289569.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -289573.281250 Penalty: 4055.769287
	Iteration 45Q: 3 clusters Score -289573.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -289580.062500 Penalty: 4055.769287
	Iteration 46Q: 3 clusters Score -289580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -289583.937500 Penalty: 4055.769287
	Iteration 47Q: 3 clusters Score -289583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -289589.875000 Penalty: 4055.769287
	Iteration 48Q: 3 clusters Score -289589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -289598.031250 Penalty: 4055.769287
	Iteration 49Q: 3 clusters Score -289598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -289608.375000 Penalty: 4055.769287
	Iteration 50Q: 3 clusters Score -289608.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -289620.437500 Penalty: 4055.769287
	Iteration 51Q: 3 clusters Score -289620.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -289637.500000 Penalty: 4055.769287
	Iteration 52Q: 3 clusters Score -289637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -289643.312500 Penalty: 4055.769287
	Iteration 53Q: 3 clusters Score -289643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -289647.000000 Penalty: 4055.769287
	Iteration 54Q: 3 clusters Score -289647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -289649.468750 Penalty: 4055.769287
	Iteration 55Q: 3 clusters Score -289649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -289650.625000 Penalty: 4055.769287
	Iteration 56Q: 3 clusters Score -289650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -289651.625000 Penalty: 4055.769287
	Iteration 57Q: 3 clusters Score -289651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -289654.843750 Penalty: 4055.769287
	Iteration 58Q: 3 clusters Score -289654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -289655.625000 Penalty: 4055.769287
	Iteration 59Q: 3 clusters Score -289655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -289655.625000 Penalty: 4055.769287
	Iteration 60F: 3 clusters Score -289655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Entering Unmasked Estep 
Score: -1595167.375000 Penalty: 2456.857178
	Iteration 0F: 2 clusters Score -1595167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1581058.375000 Penalty: 4913.714355
	Iteration 0F: 3 clusters Score -1581058 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1585868.875000 Penalty: 4913.714355
	Iteration 1F: 3 clusters Score -1585869 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1586388.750000 Penalty: 4913.714355
	Iteration 2F: 3 clusters Score -1586389 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1586859.625000 Penalty: 4913.714355
	Iteration 3F: 3 clusters Score -1586860 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1587317.000000 Penalty: 4913.714355
	Iteration 4F: 3 clusters Score -1587317 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1587735.000000 Penalty: 4913.714355
	Iteration 5Q: 3 clusters Score -1587735 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1588125.625000 Penalty: 4913.714355
	Iteration 6Q: 3 clusters Score -1588126 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1588456.000000 Penalty: 4913.714355
	Iteration 7Q: 3 clusters Score -1588456 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1588760.500000 Penalty: 4913.714355
	Iteration 8Q: 3 clusters Score -1588760 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1589045.125000 Penalty: 4913.714355
	Iteration 9Q: 3 clusters Score -1589045 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1589366.375000 Penalty: 4913.714355
	Iteration 10Q: 3 clusters Score -1589366 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1589711.125000 Penalty: 4913.714355
	Iteration 11Q: 3 clusters Score -1589711 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1590068.375000 Penalty: 4913.714355
	Iteration 12Q: 3 clusters Score -1590068 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1590379.375000 Penalty: 4913.714355
	Iteration 13Q: 3 clusters Score -1590379 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1590659.500000 Penalty: 4913.714355
	Iteration 14Q: 3 clusters Score -1590660 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1590846.375000 Penalty: 4913.714355
	Iteration 15Q: 3 clusters Score -1590846 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1590979.250000 Penalty: 4913.714355
	Iteration 16Q: 3 clusters Score -1590979 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1591112.625000 Penalty: 4913.714355
	Iteration 17Q: 3 clusters Score -1591113 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1591217.875000 Penalty: 4913.714355
	Iteration 18Q: 3 clusters Score -1591218 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1591304.125000 Penalty: 4913.714355
	Iteration 19Q: 3 clusters Score -1591304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1591370.625000 Penalty: 4913.714355
	Iteration 20F: 3 clusters Score -1591371 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1591424.375000 Penalty: 4913.714355
	Iteration 21Q: 3 clusters Score -1591424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1591459.125000 Penalty: 4913.714355
	Iteration 22Q: 3 clusters Score -1591459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1591496.375000 Penalty: 4913.714355
	Iteration 23Q: 3 clusters Score -1591496 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1591530.875000 Penalty: 4913.714355
	Iteration 24Q: 3 clusters Score -1591531 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1591571.250000 Penalty: 4913.714355
	Iteration 25Q: 3 clusters Score -1591571 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1591599.125000 Penalty: 4913.714355
	Iteration 26Q: 3 clusters Score -1591599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1591630.375000 Penalty: 4913.714355
	Iteration 27Q: 3 clusters Score -1591630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1591661.750000 Penalty: 4913.714355
	Iteration 28Q: 3 clusters Score -1591662 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1591708.500000 Penalty: 4913.714355
	Iteration 29Q: 3 clusters Score -1591708 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1591746.750000 Penalty: 4913.714355
	Iteration 30Q: 3 clusters Score -1591747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1591802.625000 Penalty: 4913.714355
	Iteration 31Q: 3 clusters Score -1591803 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1591864.250000 Penalty: 4913.714355
	Iteration 32Q: 3 clusters Score -1591864 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1591923.500000 Penalty: 4913.714355
	Iteration 33Q: 3 clusters Score -1591924 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1592000.375000 Penalty: 4913.714355
	Iteration 34Q: 3 clusters Score -1592000 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1592079.375000 Penalty: 4913.714355
	Iteration 35Q: 3 clusters Score -1592079 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1592163.375000 Penalty: 4913.714355
	Iteration 36Q: 3 clusters Score -1592163 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1592266.750000 Penalty: 4913.714355
	Iteration 37Q: 3 clusters Score -1592267 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1592381.750000 Penalty: 4913.714355
	Iteration 38Q: 3 clusters Score -1592382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1592493.375000 Penalty: 4913.714355
	Iteration 39Q: 3 clusters Score -1592493 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1592634.000000 Penalty: 4913.714355
	Iteration 40F: 3 clusters Score -1592634 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1592792.875000 Penalty: 4913.714355
	Iteration 41Q: 3 clusters Score -1592793 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1593013.875000 Penalty: 4913.714355
	Iteration 42Q: 3 clusters Score -1593014 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1593247.000000 Penalty: 4913.714355
	Iteration 43Q: 3 clusters Score -1593247 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1593525.625000 Penalty: 4913.714355
	Iteration 44Q: 3 clusters Score -1593526 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1593803.000000 Penalty: 4913.714355
	Iteration 45Q: 3 clusters Score -1593803 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1594137.000000 Penalty: 4913.714355
	Iteration 46Q: 3 clusters Score -1594137 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1594495.750000 Penalty: 4913.714355
	Iteration 47Q: 3 clusters Score -1594496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1594788.875000 Penalty: 4913.714355
	Iteration 48Q: 3 clusters Score -1594789 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1594984.750000 Penalty: 4913.714355
	Iteration 49Q: 3 clusters Score -1594985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1595104.250000 Penalty: 4913.714355
	Iteration 50Q: 3 clusters Score -1595104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1595185.625000 Penalty: 4913.714355
	Iteration 51Q: 3 clusters Score -1595186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1595234.625000 Penalty: 4913.714355
	Iteration 52Q: 3 clusters Score -1595235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1595273.750000 Penalty: 4913.714355
	Iteration 53Q: 3 clusters Score -1595274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1595291.375000 Penalty: 4913.714355
	Iteration 54Q: 3 clusters Score -1595291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1595304.750000 Penalty: 4913.714355
	Iteration 55Q: 3 clusters Score -1595305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1595321.375000 Penalty: 4913.714355
	Iteration 56Q: 3 clusters Score -1595321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1595319.500000 Penalty: 4913.714355
	Iteration 57Q: 3 clusters Score -1595320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1595318.875000 Penalty: 4913.714355
	Iteration 58Q: 3 clusters Score -1595319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1595323.375000 Penalty: 4913.714355
	Iteration 59Q: 3 clusters Score -1595323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1595479.250000 Penalty: 4913.714355
	Iteration 60F: 3 clusters Score -1595479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1595577.750000 Penalty: 4913.714355
	Iteration 61Q: 3 clusters Score -1595578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1595609.375000 Penalty: 4913.714355
	Iteration 62Q: 3 clusters Score -1595609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1595619.125000 Penalty: 4913.714355
	Iteration 63Q: 3 clusters Score -1595619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1595625.125000 Penalty: 4913.714355
	Iteration 64Q: 3 clusters Score -1595625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1595630.000000 Penalty: 4913.714355
	Iteration 65Q: 3 clusters Score -1595630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1595628.875000 Penalty: 4913.714355
	Iteration 66Q: 3 clusters Score -1595629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1595627.375000 Penalty: 4913.714355
	Iteration 67Q: 3 clusters Score -1595627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1595630.000000 Penalty: 4913.714355
	Iteration 68Q: 3 clusters Score -1595630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1595630.500000 Penalty: 4913.714355
	Iteration 69Q: 3 clusters Score -1595630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1595630.500000 Penalty: 4913.714355
	Iteration 70F: 3 clusters Score -1595630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217831 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 91589 members 
Mstep: Class 6 contains 104488 members 
Mstep: Class 7 contains 147506 members 
Mstep: Class 8 contains 49993 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 144772 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 22834 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 65153 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 4785 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 3538 members 
Mstep: Class 31 contains 466812 members 
Mstep: Class 32 contains 18045 members 
Entering Unmasked Estep 
Score: -146452592.000000 Penalty: 113876.406250
Splitting cluster 22 changes total score from -146450224.000000 to -146452592.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (44030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Entering Unmasked Estep 
Score: -3767416.500000 Penalty: 2651.771484
	Iteration 0F: 2 clusters Score -3767416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3737641.250000 Penalty: 5303.542969
	Iteration 0F: 3 clusters Score -3737641 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3748949.250000 Penalty: 5303.542969
	Iteration 1F: 3 clusters Score -3748949 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3749633.250000 Penalty: 5303.542969
	Iteration 2Q: 3 clusters Score -3749633 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3750385.000000 Penalty: 5303.542969
	Iteration 3Q: 3 clusters Score -3750385 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3751308.000000 Penalty: 5303.542969
	Iteration 4Q: 3 clusters Score -3751308 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3752622.000000 Penalty: 5303.542969
	Iteration 5F: 3 clusters Score -3752622 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3754402.000000 Penalty: 5303.542969
	Iteration 6F: 3 clusters Score -3754402 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3756622.500000 Penalty: 5303.542969
	Iteration 7F: 3 clusters Score -3756622 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3759018.000000 Penalty: 5303.542969
	Iteration 8F: 3 clusters Score -3759018 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -3761042.250000 Penalty: 5303.542969
	Iteration 9F: 3 clusters Score -3761042 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -3762520.000000 Penalty: 5303.542969
	Iteration 10Q: 3 clusters Score -3762520 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -3763669.500000 Penalty: 5303.542969
	Iteration 11Q: 3 clusters Score -3763670 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -3764544.750000 Penalty: 5303.542969
	Iteration 12Q: 3 clusters Score -3764545 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -3765011.000000 Penalty: 5303.542969
	Iteration 13Q: 3 clusters Score -3765011 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -3765214.000000 Penalty: 5303.542969
	Iteration 14Q: 3 clusters Score -3765214 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -3765323.750000 Penalty: 5303.542969
	Iteration 15Q: 3 clusters Score -3765324 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -3765380.750000 Penalty: 5303.542969
	Iteration 16Q: 3 clusters Score -3765381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -3765416.000000 Penalty: 5303.542969
	Iteration 17Q: 3 clusters Score -3765416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -3765443.000000 Penalty: 5303.542969
	Iteration 18Q: 3 clusters Score -3765443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -3765456.750000 Penalty: 5303.542969
	Iteration 19Q: 3 clusters Score -3765457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -3765476.000000 Penalty: 5303.542969
	Iteration 20F: 3 clusters Score -3765476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -3765480.000000 Penalty: 5303.542969
	Iteration 21Q: 3 clusters Score -3765480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -3765481.250000 Penalty: 5303.542969
	Iteration 22Q: 3 clusters Score -3765481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -3765481.000000 Penalty: 5303.542969
	Iteration 23Q: 3 clusters Score -3765481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -3765479.000000 Penalty: 5303.542969
	Iteration 24Q: 3 clusters Score -3765479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -3765480.750000 Penalty: 5303.542969
	Iteration 25Q: 3 clusters Score -3765481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -3765484.000000 Penalty: 5303.542969
	Iteration 26Q: 3 clusters Score -3765484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -3765484.500000 Penalty: 5303.542969
	Iteration 27Q: 3 clusters Score -3765484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -3765482.500000 Penalty: 5303.542969
	Iteration 28Q: 3 clusters Score -3765482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -3765483.250000 Penalty: 5303.542969
	Iteration 29Q: 3 clusters Score -3765483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -3765491.750000 Penalty: 5303.542969
	Iteration 30Q: 3 clusters Score -3765492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -3765492.000000 Penalty: 5303.542969
	Iteration 31Q: 3 clusters Score -3765492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -3765485.000000 Penalty: 5303.542969
	Iteration 32Q: 3 clusters Score -3765485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -3765486.250000 Penalty: 5303.542969
	Iteration 33Q: 3 clusters Score -3765486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -3765486.250000 Penalty: 5303.542969
	Iteration 34F: 3 clusters Score -3765486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Entering Unmasked Estep 
Score: -5859224.000000 Penalty: 2748.954346
	Iteration 0F: 2 clusters Score -5859224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5815212.000000 Penalty: 5497.908691
	Iteration 0F: 3 clusters Score -5815212 nChanged 30571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -5832858.000000 Penalty: 5497.908691
	Iteration 1F: 3 clusters Score -5832858 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -5834301.000000 Penalty: 5497.908691
	Iteration 2Q: 3 clusters Score -5834301 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5836257.500000 Penalty: 5497.908691
	Iteration 3F: 3 clusters Score -5836258 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5838440.500000 Penalty: 5497.908691
	Iteration 4F: 3 clusters Score -5838440 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5841007.000000 Penalty: 5497.908691
	Iteration 5F: 3 clusters Score -5841007 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5843729.000000 Penalty: 5497.908691
	Iteration 6F: 3 clusters Score -5843729 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5846523.500000 Penalty: 5497.908691
	Iteration 7F: 3 clusters Score -5846524 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5849091.000000 Penalty: 5497.908691
	Iteration 8F: 3 clusters Score -5849091 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5851240.500000 Penalty: 5497.908691
	Iteration 9Q: 3 clusters Score -5851240 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5852721.500000 Penalty: 5497.908691
	Iteration 10Q: 3 clusters Score -5852722 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5853668.000000 Penalty: 5497.908691
	Iteration 11Q: 3 clusters Score -5853668 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5854331.000000 Penalty: 5497.908691
	Iteration 12Q: 3 clusters Score -5854331 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5854931.500000 Penalty: 5497.908691
	Iteration 13Q: 3 clusters Score -5854932 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -5855374.000000 Penalty: 5497.908691
	Iteration 14Q: 3 clusters Score -5855374 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5855774.500000 Penalty: 5497.908691
	Iteration 15Q: 3 clusters Score -5855774 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5856108.000000 Penalty: 5497.908691
	Iteration 16Q: 3 clusters Score -5856108 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -5856400.000000 Penalty: 5497.908691
	Iteration 17Q: 3 clusters Score -5856400 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5856693.000000 Penalty: 5497.908691
	Iteration 18Q: 3 clusters Score -5856693 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -5856937.000000 Penalty: 5497.908691
	Iteration 19Q: 3 clusters Score -5856937 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5857140.500000 Penalty: 5497.908691
	Iteration 20F: 3 clusters Score -5857140 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5857329.000000 Penalty: 5497.908691
	Iteration 21Q: 3 clusters Score -5857329 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5857478.500000 Penalty: 5497.908691
	Iteration 22Q: 3 clusters Score -5857478 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5857632.000000 Penalty: 5497.908691
	Iteration 23Q: 3 clusters Score -5857632 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5857743.000000 Penalty: 5497.908691
	Iteration 24Q: 3 clusters Score -5857743 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5857814.000000 Penalty: 5497.908691
	Iteration 25Q: 3 clusters Score -5857814 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5857883.000000 Penalty: 5497.908691
	Iteration 26Q: 3 clusters Score -5857883 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5857903.500000 Penalty: 5497.908691
	Iteration 27Q: 3 clusters Score -5857904 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5857963.500000 Penalty: 5497.908691
	Iteration 28Q: 3 clusters Score -5857964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5858011.000000 Penalty: 5497.908691
	Iteration 29Q: 3 clusters Score -5858011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5858029.500000 Penalty: 5497.908691
	Iteration 30Q: 3 clusters Score -5858030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5858028.500000 Penalty: 5497.908691
	Iteration 31Q: 3 clusters Score -5858028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5858044.500000 Penalty: 5497.908691
	Iteration 32Q: 3 clusters Score -5858044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5858046.000000 Penalty: 5497.908691
	Iteration 33Q: 3 clusters Score -5858046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5858054.000000 Penalty: 5497.908691
	Iteration 34Q: 3 clusters Score -5858054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5858058.500000 Penalty: 5497.908691
	Iteration 35Q: 3 clusters Score -5858058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5858059.500000 Penalty: 5497.908691
	Iteration 36Q: 3 clusters Score -5858060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5858055.000000 Penalty: 5497.908691
	Iteration 37Q: 3 clusters Score -5858055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5858050.500000 Penalty: 5497.908691
	Iteration 38Q: 3 clusters Score -5858050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5858052.000000 Penalty: 5497.908691
	Iteration 39Q: 3 clusters Score -5858052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5858059.000000 Penalty: 5497.908691
	Iteration 40F: 3 clusters Score -5858059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5858060.000000 Penalty: 5497.908691
	Iteration 41Q: 3 clusters Score -5858060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5858057.500000 Penalty: 5497.908691
	Iteration 42Q: 3 clusters Score -5858058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5858062.000000 Penalty: 5497.908691
	Iteration 43Q: 3 clusters Score -5858062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5858063.500000 Penalty: 5497.908691
	Iteration 44Q: 3 clusters Score -5858064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5858061.000000 Penalty: 5497.908691
	Iteration 45Q: 3 clusters Score -5858061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5858060.000000 Penalty: 5497.908691
	Iteration 46Q: 3 clusters Score -5858060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5858060.000000 Penalty: 5497.908691
	Iteration 47Q: 3 clusters Score -5858060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5858060.000000 Penalty: 5497.908691
	Iteration 48F: 3 clusters Score -5858060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Entering Unmasked Estep 
Score: -2221495.250000 Penalty: 2507.555664
	Iteration 0F: 2 clusters Score -2221495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2204321.500000 Penalty: 5015.111328
	Iteration 0F: 3 clusters Score -2204322 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2210361.000000 Penalty: 5015.111328
	Iteration 1F: 3 clusters Score -2210361 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2210877.500000 Penalty: 5015.111328
	Iteration 2F: 3 clusters Score -2210878 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2211418.500000 Penalty: 5015.111328
	Iteration 3Q: 3 clusters Score -2211418 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2211981.250000 Penalty: 5015.111328
	Iteration 4Q: 3 clusters Score -2211981 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2212496.000000 Penalty: 5015.111328
	Iteration 5Q: 3 clusters Score -2212496 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2213003.750000 Penalty: 5015.111328
	Iteration 6Q: 3 clusters Score -2213004 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2213510.750000 Penalty: 5015.111328
	Iteration 7Q: 3 clusters Score -2213511 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2214095.750000 Penalty: 5015.111328
	Iteration 8Q: 3 clusters Score -2214096 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2214759.500000 Penalty: 5015.111328
	Iteration 9Q: 3 clusters Score -2214760 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2215483.500000 Penalty: 5015.111328
	Iteration 10Q: 3 clusters Score -2215484 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2216134.500000 Penalty: 5015.111328
	Iteration 11Q: 3 clusters Score -2216134 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2216701.250000 Penalty: 5015.111328
	Iteration 12Q: 3 clusters Score -2216701 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2217174.500000 Penalty: 5015.111328
	Iteration 13Q: 3 clusters Score -2217174 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2217581.750000 Penalty: 5015.111328
	Iteration 14Q: 3 clusters Score -2217582 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2217930.000000 Penalty: 5015.111328
	Iteration 15Q: 3 clusters Score -2217930 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2218212.750000 Penalty: 5015.111328
	Iteration 16Q: 3 clusters Score -2218213 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2218453.750000 Penalty: 5015.111328
	Iteration 17Q: 3 clusters Score -2218454 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2218626.000000 Penalty: 5015.111328
	Iteration 18Q: 3 clusters Score -2218626 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2218760.750000 Penalty: 5015.111328
	Iteration 19Q: 3 clusters Score -2218761 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2218891.000000 Penalty: 5015.111328
	Iteration 20F: 3 clusters Score -2218891 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2218999.250000 Penalty: 5015.111328
	Iteration 21Q: 3 clusters Score -2218999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2219082.250000 Penalty: 5015.111328
	Iteration 22Q: 3 clusters Score -2219082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2219152.000000 Penalty: 5015.111328
	Iteration 23Q: 3 clusters Score -2219152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2219205.750000 Penalty: 5015.111328
	Iteration 24Q: 3 clusters Score -2219206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2219228.250000 Penalty: 5015.111328
	Iteration 25Q: 3 clusters Score -2219228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2219246.250000 Penalty: 5015.111328
	Iteration 26Q: 3 clusters Score -2219246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2219262.250000 Penalty: 5015.111328
	Iteration 27Q: 3 clusters Score -2219262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2219275.500000 Penalty: 5015.111328
	Iteration 28Q: 3 clusters Score -2219276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2219280.000000 Penalty: 5015.111328
	Iteration 29Q: 3 clusters Score -2219280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2219285.500000 Penalty: 5015.111328
	Iteration 30Q: 3 clusters Score -2219286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2219287.250000 Penalty: 5015.111328
	Iteration 31Q: 3 clusters Score -2219287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2219285.250000 Penalty: 5015.111328
	Iteration 32Q: 3 clusters Score -2219285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2219293.000000 Penalty: 5015.111328
	Iteration 33Q: 3 clusters Score -2219293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2219297.750000 Penalty: 5015.111328
	Iteration 34Q: 3 clusters Score -2219298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2219300.500000 Penalty: 5015.111328
	Iteration 35Q: 3 clusters Score -2219300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2219309.250000 Penalty: 5015.111328
	Iteration 36Q: 3 clusters Score -2219309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2219319.250000 Penalty: 5015.111328
	Iteration 37Q: 3 clusters Score -2219319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2219322.000000 Penalty: 5015.111328
	Iteration 38Q: 3 clusters Score -2219322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2219326.250000 Penalty: 5015.111328
	Iteration 39Q: 3 clusters Score -2219326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2219329.750000 Penalty: 5015.111328
	Iteration 40F: 3 clusters Score -2219330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2219328.750000 Penalty: 5015.111328
	Iteration 41Q: 3 clusters Score -2219329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2219328.500000 Penalty: 5015.111328
	Iteration 42Q: 3 clusters Score -2219328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2219328.500000 Penalty: 5015.111328
	Iteration 43F: 3 clusters Score -2219328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Entering Unmasked Estep 
Score: -1590615.000000 Penalty: 2433.519043
	Iteration 0F: 2 clusters Score -1590615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1577685.375000 Penalty: 4867.038086
	Iteration 0F: 3 clusters Score -1577685 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1581987.625000 Penalty: 4867.038086
	Iteration 1F: 3 clusters Score -1581988 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1582479.875000 Penalty: 4867.038086
	Iteration 2F: 3 clusters Score -1582480 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1582909.375000 Penalty: 4867.038086
	Iteration 3F: 3 clusters Score -1582909 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1583338.250000 Penalty: 4867.038086
	Iteration 4Q: 3 clusters Score -1583338 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1583786.250000 Penalty: 4867.038086
	Iteration 5Q: 3 clusters Score -1583786 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1584270.750000 Penalty: 4867.038086
	Iteration 6F: 3 clusters Score -1584271 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1584776.750000 Penalty: 4867.038086
	Iteration 7F: 3 clusters Score -1584777 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1585285.000000 Penalty: 4867.038086
	Iteration 8Q: 3 clusters Score -1585285 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1585719.250000 Penalty: 4867.038086
	Iteration 9Q: 3 clusters Score -1585719 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1586025.250000 Penalty: 4867.038086
	Iteration 10Q: 3 clusters Score -1586025 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1586287.875000 Penalty: 4867.038086
	Iteration 11Q: 3 clusters Score -1586288 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1586486.875000 Penalty: 4867.038086
	Iteration 12Q: 3 clusters Score -1586487 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1586652.125000 Penalty: 4867.038086
	Iteration 13Q: 3 clusters Score -1586652 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1586809.875000 Penalty: 4867.038086
	Iteration 14Q: 3 clusters Score -1586810 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1586935.500000 Penalty: 4867.038086
	Iteration 15Q: 3 clusters Score -1586936 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1587067.500000 Penalty: 4867.038086
	Iteration 16Q: 3 clusters Score -1587068 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1587206.750000 Penalty: 4867.038086
	Iteration 17Q: 3 clusters Score -1587207 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1587343.250000 Penalty: 4867.038086
	Iteration 18Q: 3 clusters Score -1587343 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1587521.875000 Penalty: 4867.038086
	Iteration 19Q: 3 clusters Score -1587522 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1587712.750000 Penalty: 4867.038086
	Iteration 20F: 3 clusters Score -1587713 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1587886.625000 Penalty: 4867.038086
	Iteration 21Q: 3 clusters Score -1587887 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1588028.625000 Penalty: 4867.038086
	Iteration 22Q: 3 clusters Score -1588029 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1588138.750000 Penalty: 4867.038086
	Iteration 23Q: 3 clusters Score -1588139 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1588241.000000 Penalty: 4867.038086
	Iteration 24Q: 3 clusters Score -1588241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1588331.375000 Penalty: 4867.038086
	Iteration 25Q: 3 clusters Score -1588331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1588402.750000 Penalty: 4867.038086
	Iteration 26Q: 3 clusters Score -1588403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1588457.875000 Penalty: 4867.038086
	Iteration 27Q: 3 clusters Score -1588458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1588482.625000 Penalty: 4867.038086
	Iteration 28Q: 3 clusters Score -1588483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1588505.500000 Penalty: 4867.038086
	Iteration 29Q: 3 clusters Score -1588506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1588529.375000 Penalty: 4867.038086
	Iteration 30Q: 3 clusters Score -1588529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1588548.875000 Penalty: 4867.038086
	Iteration 31Q: 3 clusters Score -1588549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1588562.750000 Penalty: 4867.038086
	Iteration 32Q: 3 clusters Score -1588563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1588572.625000 Penalty: 4867.038086
	Iteration 33Q: 3 clusters Score -1588573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1588576.750000 Penalty: 4867.038086
	Iteration 34Q: 3 clusters Score -1588577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1588581.500000 Penalty: 4867.038086
	Iteration 35Q: 3 clusters Score -1588582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1588585.625000 Penalty: 4867.038086
	Iteration 36Q: 3 clusters Score -1588586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1588585.375000 Penalty: 4867.038086
	Iteration 37Q: 3 clusters Score -1588585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1588586.750000 Penalty: 4867.038086
	Iteration 38Q: 3 clusters Score -1588587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1588586.750000 Penalty: 4867.038086
	Iteration 39F: 3 clusters Score -1588587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -395199.687500 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -395199.7 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 2409 members 
Entering Unmasked Estep 
Score: -390747.031250 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -390747 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -391828.187500 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -391828.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -392075.062500 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -392075.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -392249.937500 Penalty: 4202.727539
	Iteration 3F: 3 clusters Score -392249.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -392363.500000 Penalty: 4202.727539
	Iteration 4Q: 3 clusters Score -392363.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -392463.031250 Penalty: 4202.727539
	Iteration 5Q: 3 clusters Score -392463 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -392558.937500 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -392558.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -392657.031250 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -392657 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -392738.218750 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -392738.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -392843.187500 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -392843.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -392988.562500 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -392988.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -393191.656250 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -393191.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -393427.250000 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -393427.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -393641.250000 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -393641.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -393797.750000 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -393797.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -393893.843750 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -393893.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -393951.062500 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -393951.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -393985.000000 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -393985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -394019.562500 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -394019.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -394052.937500 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -394052.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -394077.343750 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -394077.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -394103.781250 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -394103.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -394123.343750 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -394123.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -394157.093750 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -394157.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -394203.093750 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -394203.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -394287.593750 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -394287.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -394449.531250 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -394449.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -394680.781250 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -394680.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -394920.843750 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -394920.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -395036.687500 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -395036.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -395081.968750 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -395082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -395106.000000 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -395106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -395133.156250 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -395133.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -395168.625000 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -395168.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -395197.375000 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -395197.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -395224.125000 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -395224.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -395238.250000 Penalty: 4202.727539
	Iteration 36Q: 3 clusters Score -395238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -395245.156250 Penalty: 4202.727539
	Iteration 37Q: 3 clusters Score -395245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -395248.968750 Penalty: 4202.727539
	Iteration 38Q: 3 clusters Score -395249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -395252.281250 Penalty: 4202.727539
	Iteration 39Q: 3 clusters Score -395252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -395252.562500 Penalty: 4202.727539
	Iteration 40F: 3 clusters Score -395252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -395252.875000 Penalty: 4202.727539
	Iteration 41Q: 3 clusters Score -395252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -395252.875000 Penalty: 4202.727539
	Iteration 42Q: 3 clusters Score -395252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -395252.875000 Penalty: 4202.727539
	Iteration 43F: 3 clusters Score -395252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217831 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 91589 members 
Mstep: Class 6 contains 104488 members 
Mstep: Class 7 contains 147506 members 
Mstep: Class 8 contains 49993 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 144772 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 22834 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 65153 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 1273 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 3538 members 
Mstep: Class 31 contains 466812 members 
Mstep: Class 32 contains 18045 members 
Mstep: Class 33 contains 3512 members 
Entering Unmasked Estep 
Score: -146450960.000000 Penalty: 117435.039062
Splitting cluster 27 changes total score from -146450224.000000 to -146450960.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -371537.250000 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -371537.2 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 2244 members 
Entering Unmasked Estep 
Score: -367357.187500 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -367357.2 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -368350.125000 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -368350.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -368607.187500 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -368607.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -368791.125000 Penalty: 4168.840332
	Iteration 3Q: 3 clusters Score -368791.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -368987.437500 Penalty: 4168.840332
	Iteration 4Q: 3 clusters Score -368987.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -369162.218750 Penalty: 4168.840332
	Iteration 5Q: 3 clusters Score -369162.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -369327.000000 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -369327 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -369483.875000 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -369483.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -369640.843750 Penalty: 4168.840332
	Iteration 8Q: 3 clusters Score -369640.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -369828.500000 Penalty: 4168.840332
	Iteration 9Q: 3 clusters Score -369828.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -370061.656250 Penalty: 4168.840332
	Iteration 10Q: 3 clusters Score -370061.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -370303.218750 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -370303.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -370499.375000 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -370499.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -370625.062500 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -370625.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -370703.562500 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -370703.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -370743.250000 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -370743.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -370770.375000 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -370770.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -370790.875000 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -370790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -370802.750000 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -370802.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -370811.781250 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -370811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -370821.687500 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -370821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -370828.500000 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -370828.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -370834.281250 Penalty: 4168.840332
	Iteration 22Q: 3 clusters Score -370834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -370838.968750 Penalty: 4168.840332
	Iteration 23Q: 3 clusters Score -370839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370839.375000 Penalty: 4168.840332
	Iteration 24Q: 3 clusters Score -370839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370840.406250 Penalty: 4168.840332
	Iteration 25Q: 3 clusters Score -370840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -370840.187500 Penalty: 4168.840332
	Iteration 26Q: 3 clusters Score -370840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -370841.031250 Penalty: 4168.840332
	Iteration 27Q: 3 clusters Score -370841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -370841.125000 Penalty: 4168.840332
	Iteration 28Q: 3 clusters Score -370841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -370841.125000 Penalty: 4168.840332
	Iteration 29F: 3 clusters Score -370841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -279263.406250 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -279263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -275803.687500 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -275803.7 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -276574.968750 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -276575 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -276781.781250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -276781.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -276934.937500 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -276934.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -277059.281250 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -277059.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -277137.781250 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -277137.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -277191.375000 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -277191.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -277242.218750 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -277242.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -277284.531250 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -277284.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -277313.812500 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -277313.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -277331.656250 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -277331.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -277350.250000 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -277350.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -277367.156250 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -277367.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -277381.031250 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -277381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -277392.718750 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -277392.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -277407.531250 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -277407.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -277424.625000 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -277424.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -277437.406250 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -277437.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -277449.875000 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -277449.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -277459.625000 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -277459.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -277467.625000 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -277467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -277470.437500 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -277470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -277474.250000 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -277474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -277475.281250 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -277475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -277475.968750 Penalty: 4024.556396
	Iteration 24Q: 3 clusters Score -277476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -277476.406250 Penalty: 4024.556396
	Iteration 25Q: 3 clusters Score -277476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -277477.781250 Penalty: 4024.556396
	Iteration 26Q: 3 clusters Score -277477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -277478.312500 Penalty: 4024.556396
	Iteration 27Q: 3 clusters Score -277478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -277478.312500 Penalty: 4024.556396
	Iteration 28F: 3 clusters Score -277478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -251329.937500 Penalty: 2026.486694
	Iteration 0F: 2 clusters Score -251329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -247726.953125 Penalty: 4052.973389
	Iteration 0F: 3 clusters Score -247727 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -248665.984375 Penalty: 4052.973389
	Iteration 1F: 3 clusters Score -248666 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -249012.406250 Penalty: 4052.973389
	Iteration 2F: 3 clusters Score -249012.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -249230.390625 Penalty: 4052.973389
	Iteration 3F: 3 clusters Score -249230.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -249408.406250 Penalty: 4052.973389
	Iteration 4F: 3 clusters Score -249408.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -249558.718750 Penalty: 4052.973389
	Iteration 5Q: 3 clusters Score -249558.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -249686.234375 Penalty: 4052.973389
	Iteration 6Q: 3 clusters Score -249686.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -249815.343750 Penalty: 4052.973389
	Iteration 7Q: 3 clusters Score -249815.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -249919.750000 Penalty: 4052.973389
	Iteration 8Q: 3 clusters Score -249919.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -250025.546875 Penalty: 4052.973389
	Iteration 9Q: 3 clusters Score -250025.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -250091.234375 Penalty: 4052.973389
	Iteration 10Q: 3 clusters Score -250091.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -250123.328125 Penalty: 4052.973389
	Iteration 11Q: 3 clusters Score -250123.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -250137.796875 Penalty: 4052.973389
	Iteration 12Q: 3 clusters Score -250137.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -250151.437500 Penalty: 4052.973389
	Iteration 13Q: 3 clusters Score -250151.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -250162.000000 Penalty: 4052.973389
	Iteration 14Q: 3 clusters Score -250162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -250173.734375 Penalty: 4052.973389
	Iteration 15Q: 3 clusters Score -250173.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -250182.343750 Penalty: 4052.973389
	Iteration 16Q: 3 clusters Score -250182.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -250190.187500 Penalty: 4052.973389
	Iteration 17Q: 3 clusters Score -250190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -250195.250000 Penalty: 4052.973389
	Iteration 18Q: 3 clusters Score -250195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -250200.171875 Penalty: 4052.973389
	Iteration 19Q: 3 clusters Score -250200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -250204.546875 Penalty: 4052.973389
	Iteration 20F: 3 clusters Score -250204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -250206.468750 Penalty: 4052.973389
	Iteration 21Q: 3 clusters Score -250206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -250207.640625 Penalty: 4052.973389
	Iteration 22Q: 3 clusters Score -250207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -250207.640625 Penalty: 4052.973389
	Iteration 23F: 3 clusters Score -250207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217831 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 91589 members 
Mstep: Class 6 contains 104488 members 
Mstep: Class 7 contains 147506 members 
Mstep: Class 8 contains 49993 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 16622 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 144772 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 22834 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 65153 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 1273 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146460336.000000 Penalty: 117435.039062
Iteration 119Q: 34 clusters Score -1.464603e+08 nChanged 22981
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 219808 members 
Mstep: Class 4 contains 22628 members 
Mstep: Class 5 contains 92343 members 
Mstep: Class 6 contains 105995 members 
Mstep: Class 7 contains 148035 members 
Mstep: Class 8 contains 50743 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 25420 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 144973 members 
Mstep: Class 14 contains 15111 members 
Mstep: Class 15 contains 16112 members 
Mstep: Class 16 contains 70544 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 18 contains 20155 members 
Mstep: Class 19 contains 45774 members 
Mstep: Class 20 contains 22986 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 43951 members 
Mstep: Class 24 contains 66105 members 
Mstep: Class 25 contains 24851 members 
Mstep: Class 26 contains 18550 members 
Mstep: Class 27 contains 1265 members 
Mstep: Class 28 contains 4483 members 
Mstep: Class 29 contains 3343 members 
Mstep: Class 30 contains 3656 members 
Mstep: Class 31 contains 455575 members 
Mstep: Class 32 contains 17704 members 
Mstep: Class 33 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3025.167969 but Gain 3558.632812
Score: -146466784.000000 Penalty: 113876.406250
Iteration 120F: 33 clusters Score -1.464668e+08 nChanged 20206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 220408 members 
Mstep: Class 4 contains 22320 members 
Mstep: Class 5 contains 92138 members 
Mstep: Class 6 contains 106982 members 
Mstep: Class 7 contains 148236 members 
Mstep: Class 8 contains 51101 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 25311 members 
Mstep: Class 12 contains 9465 members 
Mstep: Class 13 contains 145033 members 
Mstep: Class 14 contains 15245 members 
Mstep: Class 15 contains 16043 members 
Mstep: Class 16 contains 72368 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 44982 members 
Mstep: Class 20 contains 22731 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 43775 members 
Mstep: Class 24 contains 66538 members 
Mstep: Class 25 contains 24942 members 
Mstep: Class 26 contains 18608 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3698 members 
Mstep: Class 31 contains 454830 members 
Mstep: Class 32 contains 18292 members 
Mstep: Class 33 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472656.000000 Penalty: 113876.406250
Iteration 121Q: 33 clusters Score -1.464727e+08 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 220905 members 
Mstep: Class 4 contains 22159 members 
Mstep: Class 5 contains 91844 members 
Mstep: Class 6 contains 108093 members 
Mstep: Class 7 contains 148346 members 
Mstep: Class 8 contains 51381 members 
Mstep: Class 10 contains 16443 members 
Mstep: Class 11 contains 25353 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 145014 members 
Mstep: Class 14 contains 15322 members 
Mstep: Class 15 contains 15988 members 
Mstep: Class 16 contains 74462 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 44383 members 
Mstep: Class 20 contains 22573 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 43599 members 
Mstep: Class 24 contains 66835 members 
Mstep: Class 25 contains 25019 members 
Mstep: Class 26 contains 18652 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 3732 members 
Mstep: Class 31 contains 451168 members 
Mstep: Class 32 contains 18772 members 
Mstep: Class 33 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474320.000000 Penalty: 113876.406250
Iteration 122Q: 33 clusters Score -1.464743e+08 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221292 members 
Mstep: Class 4 contains 22060 members 
Mstep: Class 5 contains 91457 members 
Mstep: Class 6 contains 109226 members 
Mstep: Class 7 contains 148412 members 
Mstep: Class 8 contains 51584 members 
Mstep: Class 10 contains 16397 members 
Mstep: Class 11 contains 25427 members 
Mstep: Class 12 contains 9366 members 
Mstep: Class 13 contains 144930 members 
Mstep: Class 14 contains 15381 members 
Mstep: Class 15 contains 15950 members 
Mstep: Class 16 contains 76677 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 19764 members 
Mstep: Class 19 contains 43911 members 
Mstep: Class 20 contains 22498 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 43419 members 
Mstep: Class 24 contains 67059 members 
Mstep: Class 25 contains 25083 members 
Mstep: Class 26 contains 18697 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 4506 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 3751 members 
Mstep: Class 31 contains 447689 members 
Mstep: Class 32 contains 19115 members 
Mstep: Class 33 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475648.000000 Penalty: 113876.406250
Iteration 123Q: 33 clusters Score -1.464756e+08 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221556 members 
Mstep: Class 4 contains 21990 members 
Mstep: Class 5 contains 91004 members 
Mstep: Class 6 contains 110263 members 
Mstep: Class 7 contains 148465 members 
Mstep: Class 8 contains 51765 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 25509 members 
Mstep: Class 12 contains 9315 members 
Mstep: Class 13 contains 144858 members 
Mstep: Class 14 contains 15422 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 78814 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 19720 members 
Mstep: Class 19 contains 43478 members 
Mstep: Class 20 contains 22461 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 3175 members 
Mstep: Class 23 contains 43269 members 
Mstep: Class 24 contains 67257 members 
Mstep: Class 25 contains 25127 members 
Mstep: Class 26 contains 18715 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4508 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 3774 members 
Mstep: Class 31 contains 444543 members 
Mstep: Class 32 contains 19418 members 
Mstep: Class 33 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477824.000000 Penalty: 113876.406250
Iteration 124Q: 33 clusters Score -1.464778e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221823 members 
Mstep: Class 4 contains 21938 members 
Mstep: Class 5 contains 90572 members 
Mstep: Class 6 contains 111367 members 
Mstep: Class 7 contains 148481 members 
Mstep: Class 8 contains 51860 members 
Mstep: Class 10 contains 16355 members 
Mstep: Class 11 contains 25626 members 
Mstep: Class 12 contains 9260 members 
Mstep: Class 13 contains 144737 members 
Mstep: Class 14 contains 15444 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 80873 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 19695 members 
Mstep: Class 19 contains 43079 members 
Mstep: Class 20 contains 22438 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 43113 members 
Mstep: Class 24 contains 67416 members 
Mstep: Class 25 contains 25160 members 
Mstep: Class 26 contains 18713 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4514 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 441624 members 
Mstep: Class 32 contains 19627 members 
Mstep: Class 33 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478848.000000 Penalty: 113876.406250
Iteration 125Q: 33 clusters Score -1.464788e+08 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221984 members 
Mstep: Class 4 contains 21897 members 
Mstep: Class 5 contains 90097 members 
Mstep: Class 6 contains 112462 members 
Mstep: Class 7 contains 148499 members 
Mstep: Class 8 contains 51940 members 
Mstep: Class 10 contains 16340 members 
Mstep: Class 11 contains 25736 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 13 contains 144537 members 
Mstep: Class 14 contains 15467 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 82875 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 19674 members 
Mstep: Class 19 contains 42759 members 
Mstep: Class 20 contains 22428 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 3467 members 
Mstep: Class 23 contains 42960 members 
Mstep: Class 24 contains 67556 members 
Mstep: Class 25 contains 25188 members 
Mstep: Class 26 contains 18706 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4516 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3791 members 
Mstep: Class 31 contains 438991 members 
Mstep: Class 32 contains 19811 members 
Mstep: Class 33 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479616.000000 Penalty: 113876.406250
Iteration 126Q: 33 clusters Score -1.464796e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222106 members 
Mstep: Class 4 contains 21861 members 
Mstep: Class 5 contains 89621 members 
Mstep: Class 6 contains 113497 members 
Mstep: Class 7 contains 148515 members 
Mstep: Class 8 contains 51991 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 25831 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 144376 members 
Mstep: Class 14 contains 15470 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 84849 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 19653 members 
Mstep: Class 19 contains 42499 members 
Mstep: Class 20 contains 22416 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 3581 members 
Mstep: Class 23 contains 42814 members 
Mstep: Class 24 contains 67686 members 
Mstep: Class 25 contains 25210 members 
Mstep: Class 26 contains 18711 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4520 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3792 members 
Mstep: Class 31 contains 436514 members 
Mstep: Class 32 contains 19964 members 
Mstep: Class 33 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480704.000000 Penalty: 113876.406250
Iteration 127Q: 33 clusters Score -1.464807e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222218 members 
Mstep: Class 4 contains 21839 members 
Mstep: Class 5 contains 89092 members 
Mstep: Class 6 contains 114543 members 
Mstep: Class 7 contains 148524 members 
Mstep: Class 8 contains 52037 members 
Mstep: Class 10 contains 16286 members 
Mstep: Class 11 contains 25940 members 
Mstep: Class 12 contains 9087 members 
Mstep: Class 13 contains 144220 members 
Mstep: Class 14 contains 15471 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 86733 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 19640 members 
Mstep: Class 19 contains 42249 members 
Mstep: Class 20 contains 22398 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 42674 members 
Mstep: Class 24 contains 67791 members 
Mstep: Class 25 contains 25235 members 
Mstep: Class 26 contains 18699 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4527 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 434189 members 
Mstep: Class 32 contains 20105 members 
Mstep: Class 33 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481760.000000 Penalty: 113876.406250
Iteration 128Q: 33 clusters Score -1.464818e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222253 members 
Mstep: Class 4 contains 21806 members 
Mstep: Class 5 contains 88509 members 
Mstep: Class 6 contains 115671 members 
Mstep: Class 7 contains 148548 members 
Mstep: Class 8 contains 52089 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 26034 members 
Mstep: Class 12 contains 9024 members 
Mstep: Class 13 contains 144040 members 
Mstep: Class 14 contains 15467 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 88537 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 19629 members 
Mstep: Class 19 contains 42021 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 42497 members 
Mstep: Class 24 contains 67871 members 
Mstep: Class 25 contains 25245 members 
Mstep: Class 26 contains 18689 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4532 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3780 members 
Mstep: Class 31 contains 432091 members 
Mstep: Class 32 contains 20213 members 
Mstep: Class 33 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 33 clusters Score -1.46483e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222270 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 87874 members 
Mstep: Class 6 contains 116848 members 
Mstep: Class 7 contains 148596 members 
Mstep: Class 8 contains 52119 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 26134 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 143827 members 
Mstep: Class 14 contains 15470 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 90269 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 19615 members 
Mstep: Class 19 contains 41838 members 
Mstep: Class 20 contains 22392 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 3889 members 
Mstep: Class 23 contains 42305 members 
Mstep: Class 24 contains 67941 members 
Mstep: Class 25 contains 25252 members 
Mstep: Class 26 contains 18674 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 3788 members 
Mstep: Class 31 contains 430078 members 
Mstep: Class 32 contains 20327 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483712.000000 Penalty: 113876.406250
Iteration 130Q: 33 clusters Score -1.464837e+08 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222197 members 
Mstep: Class 4 contains 21730 members 
Mstep: Class 5 contains 87217 members 
Mstep: Class 6 contains 118045 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 52122 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 26228 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 143650 members 
Mstep: Class 14 contains 15468 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 91918 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 19599 members 
Mstep: Class 19 contains 41649 members 
Mstep: Class 20 contains 22394 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 3974 members 
Mstep: Class 23 contains 42104 members 
Mstep: Class 24 contains 68011 members 
Mstep: Class 25 contains 25264 members 
Mstep: Class 26 contains 18648 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4548 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3795 members 
Mstep: Class 31 contains 428322 members 
Mstep: Class 32 contains 20394 members 
Mstep: Class 33 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 33 clusters Score -1.46484e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222097 members 
Mstep: Class 4 contains 21695 members 
Mstep: Class 5 contains 86488 members 
Mstep: Class 6 contains 119296 members 
Mstep: Class 7 contains 148656 members 
Mstep: Class 8 contains 52127 members 
Mstep: Class 10 contains 16260 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 8850 members 
Mstep: Class 13 contains 143457 members 
Mstep: Class 14 contains 15460 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 93485 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 41497 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 4058 members 
Mstep: Class 23 contains 41876 members 
Mstep: Class 24 contains 68057 members 
Mstep: Class 25 contains 25273 members 
Mstep: Class 26 contains 18628 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4550 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 426708 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 33 clusters Score -1.464847e+08 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 222005 members 
Mstep: Class 4 contains 21660 members 
Mstep: Class 5 contains 85728 members 
Mstep: Class 6 contains 120653 members 
Mstep: Class 7 contains 148673 members 
Mstep: Class 8 contains 52095 members 
Mstep: Class 10 contains 16260 members 
Mstep: Class 11 contains 26406 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 143278 members 
Mstep: Class 14 contains 15456 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 94989 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 41345 members 
Mstep: Class 20 contains 22383 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 41631 members 
Mstep: Class 24 contains 68089 members 
Mstep: Class 25 contains 25270 members 
Mstep: Class 26 contains 18616 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4552 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 425162 members 
Mstep: Class 32 contains 20535 members 
Mstep: Class 33 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146485360.000000 Penalty: 113876.406250
Iteration 133Q: 33 clusters Score -1.464854e+08 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221855 members 
Mstep: Class 4 contains 21625 members 
Mstep: Class 5 contains 84818 members 
Mstep: Class 6 contains 122111 members 
Mstep: Class 7 contains 148695 members 
Mstep: Class 8 contains 52073 members 
Mstep: Class 10 contains 16258 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 143093 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 15895 members 
Mstep: Class 16 contains 96430 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19568 members 
Mstep: Class 19 contains 41219 members 
Mstep: Class 20 contains 22372 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 41381 members 
Mstep: Class 24 contains 68123 members 
Mstep: Class 25 contains 25286 members 
Mstep: Class 26 contains 18602 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4553 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 423755 members 
Mstep: Class 32 contains 20592 members 
Mstep: Class 33 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146486016.000000 Penalty: 113876.406250
Iteration 134Q: 33 clusters Score -1.46486e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221730 members 
Mstep: Class 4 contains 21609 members 
Mstep: Class 5 contains 83897 members 
Mstep: Class 6 contains 123630 members 
Mstep: Class 7 contains 148721 members 
Mstep: Class 8 contains 52062 members 
Mstep: Class 10 contains 16253 members 
Mstep: Class 11 contains 26574 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 142900 members 
Mstep: Class 14 contains 15434 members 
Mstep: Class 15 contains 15901 members 
Mstep: Class 16 contains 97820 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 19548 members 
Mstep: Class 19 contains 41083 members 
Mstep: Class 20 contains 22366 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 41125 members 
Mstep: Class 24 contains 68162 members 
Mstep: Class 25 contains 25292 members 
Mstep: Class 26 contains 18601 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 422303 members 
Mstep: Class 32 contains 20659 members 
Mstep: Class 33 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146486256.000000 Penalty: 113876.406250
Iteration 135Q: 33 clusters Score -1.464863e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221597 members 
Mstep: Class 4 contains 21596 members 
Mstep: Class 5 contains 82966 members 
Mstep: Class 6 contains 125108 members 
Mstep: Class 7 contains 148744 members 
Mstep: Class 8 contains 52071 members 
Mstep: Class 10 contains 16246 members 
Mstep: Class 11 contains 26628 members 
Mstep: Class 12 contains 8663 members 
Mstep: Class 13 contains 142711 members 
Mstep: Class 14 contains 15422 members 
Mstep: Class 15 contains 15909 members 
Mstep: Class 16 contains 99106 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19530 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 22359 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 4344 members 
Mstep: Class 23 contains 40876 members 
Mstep: Class 24 contains 68188 members 
Mstep: Class 25 contains 25301 members 
Mstep: Class 26 contains 18604 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 421021 members 
Mstep: Class 32 contains 20699 members 
Mstep: Class 33 contains 3790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146486688.000000 Penalty: 113876.406250
Iteration 136Q: 33 clusters Score -1.464867e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221454 members 
Mstep: Class 4 contains 21575 members 
Mstep: Class 5 contains 82071 members 
Mstep: Class 6 contains 126661 members 
Mstep: Class 7 contains 148757 members 
Mstep: Class 8 contains 52082 members 
Mstep: Class 10 contains 16241 members 
Mstep: Class 11 contains 26684 members 
Mstep: Class 12 contains 8634 members 
Mstep: Class 13 contains 142562 members 
Mstep: Class 14 contains 15411 members 
Mstep: Class 15 contains 15918 members 
Mstep: Class 16 contains 100307 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19516 members 
Mstep: Class 19 contains 40860 members 
Mstep: Class 20 contains 22353 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 40608 members 
Mstep: Class 24 contains 68205 members 
Mstep: Class 25 contains 25297 members 
Mstep: Class 26 contains 18578 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 419777 members 
Mstep: Class 32 contains 20751 members 
Mstep: Class 33 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146487264.000000 Penalty: 113876.406250
Iteration 137Q: 33 clusters Score -1.464873e+08 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 221302 members 
Mstep: Class 4 contains 21564 members 
Mstep: Class 5 contains 81109 members 
Mstep: Class 6 contains 128237 members 
Mstep: Class 7 contains 148774 members 
Mstep: Class 8 contains 52088 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 11 contains 26740 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 142404 members 
Mstep: Class 14 contains 15395 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 101509 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 40781 members 
Mstep: Class 20 contains 22344 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 40332 members 
Mstep: Class 24 contains 68227 members 
Mstep: Class 25 contains 25292 members 
Mstep: Class 26 contains 18548 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 418558 members 
Mstep: Class 32 contains 20797 members 
Mstep: Class 33 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146487792.000000 Penalty: 113876.406250
Iteration 138Q: 33 clusters Score -1.464878e+08 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 221125 members 
Mstep: Class 4 contains 21560 members 
Mstep: Class 5 contains 80122 members 
Mstep: Class 6 contains 129789 members 
Mstep: Class 7 contains 148797 members 
Mstep: Class 8 contains 52098 members 
Mstep: Class 10 contains 16240 members 
Mstep: Class 11 contains 26784 members 
Mstep: Class 12 contains 8569 members 
Mstep: Class 13 contains 142253 members 
Mstep: Class 14 contains 15370 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 102598 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 40707 members 
Mstep: Class 20 contains 22335 members 
Mstep: Class 21 contains 3560 members 
Mstep: Class 22 contains 4482 members 
Mstep: Class 23 contains 40046 members 
Mstep: Class 24 contains 68275 members 
Mstep: Class 25 contains 25287 members 
Mstep: Class 26 contains 18530 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 417492 members 
Mstep: Class 32 contains 20841 members 
Mstep: Class 33 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146488256.000000 Penalty: 113876.406250
Iteration 139Q: 33 clusters Score -1.464883e+08 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 220932 members 
Mstep: Class 4 contains 21559 members 
Mstep: Class 5 contains 79098 members 
Mstep: Class 6 contains 131393 members 
Mstep: Class 7 contains 148816 members 
Mstep: Class 8 contains 52107 members 
Mstep: Class 10 contains 16241 members 
Mstep: Class 11 contains 26828 members 
Mstep: Class 12 contains 8530 members 
Mstep: Class 13 contains 142070 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 103623 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 40616 members 
Mstep: Class 20 contains 22324 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 39769 members 
Mstep: Class 24 contains 68313 members 
Mstep: Class 25 contains 25299 members 
Mstep: Class 26 contains 18515 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 416513 members 
Mstep: Class 32 contains 20888 members 
Mstep: Class 33 contains 3795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146488832.000000 Penalty: 113876.406250
Iteration 140F: 33 clusters Score -1.464888e+08 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 220722 members 
Mstep: Class 4 contains 21560 members 
Mstep: Class 5 contains 78031 members 
Mstep: Class 6 contains 133025 members 
Mstep: Class 7 contains 148838 members 
Mstep: Class 8 contains 52093 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 11 contains 26890 members 
Mstep: Class 12 contains 8466 members 
Mstep: Class 13 contains 141856 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 15912 members 
Mstep: Class 16 contains 104691 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 40551 members 
Mstep: Class 20 contains 22314 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 39497 members 
Mstep: Class 24 contains 68345 members 
Mstep: Class 25 contains 25307 members 
Mstep: Class 26 contains 18503 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 415533 members 
Mstep: Class 32 contains 20925 members 
Mstep: Class 33 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 33 clusters Score -1.464899e+08 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 220518 members 
Mstep: Class 4 contains 21561 members 
Mstep: Class 5 contains 76930 members 
Mstep: Class 6 contains 134766 members 
Mstep: Class 7 contains 148873 members 
Mstep: Class 8 contains 52071 members 
Mstep: Class 10 contains 16231 members 
Mstep: Class 11 contains 26924 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 141626 members 
Mstep: Class 14 contains 15297 members 
Mstep: Class 15 contains 15914 members 
Mstep: Class 16 contains 105729 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 40491 members 
Mstep: Class 20 contains 22303 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 4712 members 
Mstep: Class 23 contains 39205 members 
Mstep: Class 24 contains 68370 members 
Mstep: Class 25 contains 25301 members 
Mstep: Class 26 contains 18482 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 414578 members 
Mstep: Class 32 contains 20968 members 
Mstep: Class 33 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 33 clusters Score -1.464908e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 220309 members 
Mstep: Class 4 contains 21573 members 
Mstep: Class 5 contains 75805 members 
Mstep: Class 6 contains 136652 members 
Mstep: Class 7 contains 148908 members 
Mstep: Class 8 contains 52068 members 
Mstep: Class 10 contains 16222 members 
Mstep: Class 11 contains 26967 members 
Mstep: Class 12 contains 8276 members 
Mstep: Class 13 contains 141387 members 
Mstep: Class 14 contains 15288 members 
Mstep: Class 15 contains 15918 members 
Mstep: Class 16 contains 106721 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19475 members 
Mstep: Class 19 contains 40444 members 
Mstep: Class 20 contains 22291 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 38846 members 
Mstep: Class 24 contains 68383 members 
Mstep: Class 25 contains 25292 members 
Mstep: Class 26 contains 18462 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4574 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 413583 members 
Mstep: Class 32 contains 21004 members 
Mstep: Class 33 contains 3803 members 
Entering Unmasked Estep 
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Iteration 143Q: 33 clusters Score -1.464911e+08 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 220132 members 
Mstep: Class 4 contains 21578 members 
Mstep: Class 5 contains 74632 members 
Mstep: Class 6 contains 138681 members 
Mstep: Class 7 contains 148949 members 
Mstep: Class 8 contains 52022 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 27000 members 
Mstep: Class 12 contains 8179 members 
Mstep: Class 13 contains 141155 members 
Mstep: Class 14 contains 15287 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 107693 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19467 members 
Mstep: Class 19 contains 40385 members 
Mstep: Class 20 contains 22281 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 4976 members 
Mstep: Class 23 contains 38460 members 
Mstep: Class 24 contains 68386 members 
Mstep: Class 25 contains 25274 members 
Mstep: Class 26 contains 18426 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4577 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 412559 members 
Mstep: Class 32 contains 21042 members 
Mstep: Class 33 contains 3805 members 
Entering Unmasked Estep 
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Iteration 144Q: 33 clusters Score -1.464916e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 219946 members 
Mstep: Class 4 contains 21578 members 
Mstep: Class 5 contains 73389 members 
Mstep: Class 6 contains 140792 members 
Mstep: Class 7 contains 148982 members 
Mstep: Class 8 contains 51993 members 
Mstep: Class 10 contains 16222 members 
Mstep: Class 11 contains 27060 members 
Mstep: Class 12 contains 8044 members 
Mstep: Class 13 contains 140954 members 
Mstep: Class 14 contains 15279 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 108612 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19460 members 
Mstep: Class 19 contains 40320 members 
Mstep: Class 20 contains 22270 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 38010 members 
Mstep: Class 24 contains 68386 members 
Mstep: Class 25 contains 25267 members 
Mstep: Class 26 contains 18387 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4580 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 411599 members 
Mstep: Class 32 contains 21075 members 
Mstep: Class 33 contains 3805 members 
Entering Unmasked Estep 
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Iteration 145Q: 33 clusters Score -1.464922e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 219776 members 
Mstep: Class 4 contains 21578 members 
Mstep: Class 5 contains 72091 members 
Mstep: Class 6 contains 142962 members 
Mstep: Class 7 contains 149031 members 
Mstep: Class 8 contains 51934 members 
Mstep: Class 10 contains 16228 members 
Mstep: Class 11 contains 27113 members 
Mstep: Class 12 contains 7878 members 
Mstep: Class 13 contains 140737 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 15975 members 
Mstep: Class 16 contains 109476 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19460 members 
Mstep: Class 19 contains 40271 members 
Mstep: Class 20 contains 22264 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 5288 members 
Mstep: Class 23 contains 37560 members 
Mstep: Class 24 contains 68388 members 
Mstep: Class 25 contains 25251 members 
Mstep: Class 26 contains 18348 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4586 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 410712 members 
Mstep: Class 32 contains 21107 members 
Mstep: Class 33 contains 3806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 113876.406250
Iteration 146Q: 33 clusters Score -1.464931e+08 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 219626 members 
Mstep: Class 4 contains 21580 members 
Mstep: Class 5 contains 70818 members 
Mstep: Class 6 contains 145148 members 
Mstep: Class 7 contains 149075 members 
Mstep: Class 8 contains 51893 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 27163 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 140527 members 
Mstep: Class 14 contains 15257 members 
Mstep: Class 15 contains 16000 members 
Mstep: Class 16 contains 110231 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 19 contains 40212 members 
Mstep: Class 20 contains 22263 members 
Mstep: Class 21 contains 3553 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 37091 members 
Mstep: Class 24 contains 68391 members 
Mstep: Class 25 contains 25203 members 
Mstep: Class 26 contains 18315 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4589 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 409901 members 
Mstep: Class 32 contains 21138 members 
Mstep: Class 33 contains 3812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493664.000000 Penalty: 113876.406250
Iteration 147Q: 33 clusters Score -1.464937e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 219473 members 
Mstep: Class 4 contains 21581 members 
Mstep: Class 5 contains 69503 members 
Mstep: Class 6 contains 147401 members 
Mstep: Class 7 contains 149128 members 
Mstep: Class 8 contains 51853 members 
Mstep: Class 10 contains 16247 members 
Mstep: Class 11 contains 27225 members 
Mstep: Class 12 contains 7541 members 
Mstep: Class 13 contains 140328 members 
Mstep: Class 14 contains 15234 members 
Mstep: Class 15 contains 16023 members 
Mstep: Class 16 contains 110925 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 19462 members 
Mstep: Class 19 contains 40166 members 
Mstep: Class 20 contains 22263 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 36578 members 
Mstep: Class 24 contains 68415 members 
Mstep: Class 25 contains 25169 members 
Mstep: Class 26 contains 18271 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4591 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 409105 members 
Mstep: Class 32 contains 21181 members 
Mstep: Class 33 contains 3816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146494896.000000 Penalty: 113876.406250
Iteration 148Q: 33 clusters Score -1.464949e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 219334 members 
Mstep: Class 4 contains 21576 members 
Mstep: Class 5 contains 68160 members 
Mstep: Class 6 contains 149738 members 
Mstep: Class 7 contains 149172 members 
Mstep: Class 8 contains 51823 members 
Mstep: Class 10 contains 16246 members 
Mstep: Class 11 contains 27295 members 
Mstep: Class 12 contains 7415 members 
Mstep: Class 13 contains 140119 members 
Mstep: Class 14 contains 15214 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 111547 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19463 members 
Mstep: Class 19 contains 40123 members 
Mstep: Class 20 contains 22261 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 5678 members 
Mstep: Class 23 contains 36066 members 
Mstep: Class 24 contains 68388 members 
Mstep: Class 25 contains 25138 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4593 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 408362 members 
Mstep: Class 32 contains 21218 members 
Mstep: Class 33 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146496160.000000 Penalty: 113876.406250
Iteration 149Q: 33 clusters Score -1.464962e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 219198 members 
Mstep: Class 4 contains 21563 members 
Mstep: Class 5 contains 66836 members 
Mstep: Class 6 contains 152082 members 
Mstep: Class 7 contains 149217 members 
Mstep: Class 8 contains 51816 members 
Mstep: Class 10 contains 16248 members 
Mstep: Class 11 contains 27361 members 
Mstep: Class 12 contains 7289 members 
Mstep: Class 13 contains 139930 members 
Mstep: Class 14 contains 15185 members 
Mstep: Class 15 contains 16065 members 
Mstep: Class 16 contains 112138 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 19462 members 
Mstep: Class 19 contains 40060 members 
Mstep: Class 20 contains 22265 members 
Mstep: Class 21 contains 3537 members 
Mstep: Class 22 contains 5754 members 
Mstep: Class 23 contains 35539 members 
Mstep: Class 24 contains 68366 members 
Mstep: Class 25 contains 25100 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4593 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 407622 members 
Mstep: Class 32 contains 21261 members 
Mstep: Class 33 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146496160.000000 Penalty: 113876.406250
Iteration 150Q: 33 clusters Score -1.464962e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 219025 members 
Mstep: Class 4 contains 21555 members 
Mstep: Class 5 contains 65529 members 
Mstep: Class 6 contains 154520 members 
Mstep: Class 7 contains 149260 members 
Mstep: Class 8 contains 51789 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 27408 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 139748 members 
Mstep: Class 14 contains 15163 members 
Mstep: Class 15 contains 16092 members 
Mstep: Class 16 contains 112720 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 19463 members 
Mstep: Class 19 contains 39992 members 
Mstep: Class 20 contains 22264 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 34969 members 
Mstep: Class 24 contains 68327 members 
Mstep: Class 25 contains 25060 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4594 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 406903 members 
Mstep: Class 32 contains 21311 members 
Mstep: Class 33 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146497088.000000 Penalty: 113876.406250
Iteration 151Q: 33 clusters Score -1.464971e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 218852 members 
Mstep: Class 4 contains 21547 members 
Mstep: Class 5 contains 64211 members 
Mstep: Class 6 contains 157026 members 
Mstep: Class 7 contains 149307 members 
Mstep: Class 8 contains 51750 members 
Mstep: Class 10 contains 16252 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 139530 members 
Mstep: Class 14 contains 15144 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 113297 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 39931 members 
Mstep: Class 20 contains 22269 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 5849 members 
Mstep: Class 23 contains 34380 members 
Mstep: Class 24 contains 68291 members 
Mstep: Class 25 contains 25024 members 
Mstep: Class 26 contains 18180 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4594 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 406176 members 
Mstep: Class 32 contains 21342 members 
Mstep: Class 33 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146497312.000000 Penalty: 113876.406250
Iteration 152Q: 33 clusters Score -1.464973e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 218666 members 
Mstep: Class 4 contains 21542 members 
Mstep: Class 5 contains 62775 members 
Mstep: Class 6 contains 159659 members 
Mstep: Class 7 contains 149340 members 
Mstep: Class 8 contains 51717 members 
Mstep: Class 10 contains 16251 members 
Mstep: Class 11 contains 27477 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 139309 members 
Mstep: Class 14 contains 15110 members 
Mstep: Class 15 contains 16114 members 
Mstep: Class 16 contains 113903 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 39868 members 
Mstep: Class 20 contains 22275 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 33778 members 
Mstep: Class 24 contains 68230 members 
Mstep: Class 25 contains 25007 members 
Mstep: Class 26 contains 18151 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4595 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 405475 members 
Mstep: Class 32 contains 21363 members 
Mstep: Class 33 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146498176.000000 Penalty: 113876.406250
Iteration 153Q: 33 clusters Score -1.464982e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 218451 members 
Mstep: Class 4 contains 21524 members 
Mstep: Class 5 contains 61365 members 
Mstep: Class 6 contains 162341 members 
Mstep: Class 7 contains 149364 members 
Mstep: Class 8 contains 51635 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 27491 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 139118 members 
Mstep: Class 14 contains 15086 members 
Mstep: Class 15 contains 16122 members 
Mstep: Class 16 contains 114514 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 39823 members 
Mstep: Class 20 contains 22273 members 
Mstep: Class 21 contains 3512 members 
Mstep: Class 22 contains 5942 members 
Mstep: Class 23 contains 33188 members 
Mstep: Class 24 contains 68174 members 
Mstep: Class 25 contains 24985 members 
Mstep: Class 26 contains 18115 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 404756 members 
Mstep: Class 32 contains 21398 members 
Mstep: Class 33 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146498432.000000 Penalty: 113876.406250
Iteration 154Q: 33 clusters Score -1.464984e+08 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 218255 members 
Mstep: Class 4 contains 21495 members 
Mstep: Class 5 contains 59916 members 
Mstep: Class 6 contains 165139 members 
Mstep: Class 7 contains 149388 members 
Mstep: Class 8 contains 51572 members 
Mstep: Class 10 contains 16252 members 
Mstep: Class 11 contains 27503 members 
Mstep: Class 12 contains 6952 members 
Mstep: Class 13 contains 138881 members 
Mstep: Class 14 contains 15042 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 115124 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 39772 members 
Mstep: Class 20 contains 22273 members 
Mstep: Class 21 contains 3503 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 32595 members 
Mstep: Class 24 contains 68121 members 
Mstep: Class 25 contains 24961 members 
Mstep: Class 26 contains 18093 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 403994 members 
Mstep: Class 32 contains 21444 members 
Mstep: Class 33 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146499328.000000 Penalty: 113876.406250
Iteration 155Q: 33 clusters Score -1.464993e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 218095 members 
Mstep: Class 4 contains 21480 members 
Mstep: Class 5 contains 58480 members 
Mstep: Class 6 contains 167960 members 
Mstep: Class 7 contains 149396 members 
Mstep: Class 8 contains 51463 members 
Mstep: Class 10 contains 16258 members 
Mstep: Class 11 contains 27532 members 
Mstep: Class 12 contains 6918 members 
Mstep: Class 13 contains 138657 members 
Mstep: Class 14 contains 15009 members 
Mstep: Class 15 contains 16135 members 
Mstep: Class 16 contains 115697 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 19483 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 22274 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 5996 members 
Mstep: Class 23 contains 31957 members 
Mstep: Class 24 contains 68054 members 
Mstep: Class 25 contains 24936 members 
Mstep: Class 26 contains 18066 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 403234 members 
Mstep: Class 32 contains 21494 members 
Mstep: Class 33 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500288.000000 Penalty: 113876.406250
Iteration 156Q: 33 clusters Score -1.465003e+08 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 217916 members 
Mstep: Class 4 contains 21467 members 
Mstep: Class 5 contains 57097 members 
Mstep: Class 6 contains 170706 members 
Mstep: Class 7 contains 149414 members 
Mstep: Class 8 contains 51333 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 27556 members 
Mstep: Class 12 contains 6890 members 
Mstep: Class 13 contains 138420 members 
Mstep: Class 14 contains 14966 members 
Mstep: Class 15 contains 16144 members 
Mstep: Class 16 contains 116296 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 19 contains 39691 members 
Mstep: Class 20 contains 22271 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 31356 members 
Mstep: Class 24 contains 67980 members 
Mstep: Class 25 contains 24928 members 
Mstep: Class 26 contains 18032 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 402497 members 
Mstep: Class 32 contains 21530 members 
Mstep: Class 33 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501584.000000 Penalty: 113876.406250
Iteration 157Q: 33 clusters Score -1.465016e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 217714 members 
Mstep: Class 4 contains 21451 members 
Mstep: Class 5 contains 55717 members 
Mstep: Class 6 contains 173387 members 
Mstep: Class 7 contains 149423 members 
Mstep: Class 8 contains 51222 members 
Mstep: Class 10 contains 16266 members 
Mstep: Class 11 contains 27549 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 138196 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 16151 members 
Mstep: Class 16 contains 116874 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 19484 members 
Mstep: Class 19 contains 39661 members 
Mstep: Class 20 contains 22271 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 6030 members 
Mstep: Class 23 contains 30806 members 
Mstep: Class 24 contains 67930 members 
Mstep: Class 25 contains 24919 members 
Mstep: Class 26 contains 18009 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4598 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 401770 members 
Mstep: Class 32 contains 21565 members 
Mstep: Class 33 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502368.000000 Penalty: 113876.406250
Iteration 158Q: 33 clusters Score -1.465024e+08 nChanged 4798
Entering ConstructFrom: 
Score: -146502368.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (23771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Entering Unmasked Estep 
Score: -2080002.375000 Penalty: 2498.902832
	Iteration 0F: 2 clusters Score -2080002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2063563.625000 Penalty: 4997.805664
	Iteration 0F: 3 clusters Score -2063564 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2069217.750000 Penalty: 4997.805664
	Iteration 1F: 3 clusters Score -2069218 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2069638.375000 Penalty: 4997.805664
	Iteration 2F: 3 clusters Score -2069638 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2070014.125000 Penalty: 4997.805664
	Iteration 3Q: 3 clusters Score -2070014 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2070433.375000 Penalty: 4997.805664
	Iteration 4Q: 3 clusters Score -2070433 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2070938.750000 Penalty: 4997.805664
	Iteration 5Q: 3 clusters Score -2070939 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2071574.750000 Penalty: 4997.805664
	Iteration 6F: 3 clusters Score -2071575 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2072373.500000 Penalty: 4997.805664
	Iteration 7F: 3 clusters Score -2072374 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2073181.625000 Penalty: 4997.805664
	Iteration 8F: 3 clusters Score -2073182 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2073967.500000 Penalty: 4997.805664
	Iteration 9F: 3 clusters Score -2073968 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2074667.375000 Penalty: 4997.805664
	Iteration 10Q: 3 clusters Score -2074667 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2075219.500000 Penalty: 4997.805664
	Iteration 11Q: 3 clusters Score -2075220 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2075688.000000 Penalty: 4997.805664
	Iteration 12Q: 3 clusters Score -2075688 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2076166.375000 Penalty: 4997.805664
	Iteration 13Q: 3 clusters Score -2076166 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2076749.625000 Penalty: 4997.805664
	Iteration 14Q: 3 clusters Score -2076750 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2077200.500000 Penalty: 4997.805664
	Iteration 15Q: 3 clusters Score -2077200 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2077410.125000 Penalty: 4997.805664
	Iteration 16Q: 3 clusters Score -2077410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2077529.875000 Penalty: 4997.805664
	Iteration 17Q: 3 clusters Score -2077530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2077603.500000 Penalty: 4997.805664
	Iteration 18Q: 3 clusters Score -2077604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2077649.250000 Penalty: 4997.805664
	Iteration 19Q: 3 clusters Score -2077649 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2077692.250000 Penalty: 4997.805664
	Iteration 20F: 3 clusters Score -2077692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2077730.500000 Penalty: 4997.805664
	Iteration 21Q: 3 clusters Score -2077730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2077768.125000 Penalty: 4997.805664
	Iteration 22Q: 3 clusters Score -2077768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2077807.375000 Penalty: 4997.805664
	Iteration 23Q: 3 clusters Score -2077807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2077862.000000 Penalty: 4997.805664
	Iteration 24Q: 3 clusters Score -2077862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2077915.500000 Penalty: 4997.805664
	Iteration 25Q: 3 clusters Score -2077916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2077961.625000 Penalty: 4997.805664
	Iteration 26Q: 3 clusters Score -2077962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2078010.375000 Penalty: 4997.805664
	Iteration 27Q: 3 clusters Score -2078010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2078071.500000 Penalty: 4997.805664
	Iteration 28Q: 3 clusters Score -2078072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2078117.000000 Penalty: 4997.805664
	Iteration 29Q: 3 clusters Score -2078117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2078135.875000 Penalty: 4997.805664
	Iteration 30Q: 3 clusters Score -2078136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2078148.500000 Penalty: 4997.805664
	Iteration 31Q: 3 clusters Score -2078148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2078158.375000 Penalty: 4997.805664
	Iteration 32Q: 3 clusters Score -2078158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2078163.125000 Penalty: 4997.805664
	Iteration 33Q: 3 clusters Score -2078163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2078167.750000 Penalty: 4997.805664
	Iteration 34Q: 3 clusters Score -2078168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2078173.000000 Penalty: 4997.805664
	Iteration 35Q: 3 clusters Score -2078173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2078175.500000 Penalty: 4997.805664
	Iteration 36Q: 3 clusters Score -2078176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2078175.125000 Penalty: 4997.805664
	Iteration 37Q: 3 clusters Score -2078175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2078176.500000 Penalty: 4997.805664
	Iteration 38Q: 3 clusters Score -2078176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2078174.375000 Penalty: 4997.805664
	Iteration 39Q: 3 clusters Score -2078174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2078176.875000 Penalty: 4997.805664
	Iteration 40F: 3 clusters Score -2078177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -21939.076172 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -21939.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20649.523438 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -20649.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20742.146484 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -20742.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20799.091797 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -20799.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20810.193359 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -20810.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20821.189453 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -20821.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20825.177734 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -20825.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20827.126953 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -20827.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20827.126953 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -20827.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (217545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217545 members 
Entering Unmasked Estep 
Score: -19347426.000000 Penalty: 3047.959961
	Iteration 0F: 2 clusters Score -1.934743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -19201788.000000 Penalty: 6095.919922
	Iteration 0F: 3 clusters Score -1.920179e+07 nChanged 104622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 102845 members 
Entering Unmasked Estep 
Score: -19262540.000000 Penalty: 6095.919922
	Iteration 1F: 3 clusters Score -1.926254e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -19264360.000000 Penalty: 6095.919922
	Iteration 2Q: 3 clusters Score -1.926436e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -19267620.000000 Penalty: 6095.919922
	Iteration 3Q: 3 clusters Score -1.926762e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -19273336.000000 Penalty: 6095.919922
	Iteration 4F: 3 clusters Score -1.927334e+07 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148164 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -19283200.000000 Penalty: 6095.919922
	Iteration 5F: 3 clusters Score -1.92832e+07 nChanged 18877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166033 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -19298150.000000 Penalty: 6095.919922
	Iteration 6F: 3 clusters Score -1.929815e+07 nChanged 19227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -19315622.000000 Penalty: 6095.919922
	Iteration 7F: 3 clusters Score -1.931562e+07 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199896 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -19330088.000000 Penalty: 6095.919922
	Iteration 8F: 3 clusters Score -1.933009e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208767 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -19339128.000000 Penalty: 6095.919922
	Iteration 9Q: 3 clusters Score -1.933913e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212695 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -19344196.000000 Penalty: 6095.919922
	Iteration 10Q: 3 clusters Score -1.93442e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -19346196.000000 Penalty: 6095.919922
	Iteration 11Q: 3 clusters Score -1.93462e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213518 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -19346738.000000 Penalty: 6095.919922
	Iteration 12Q: 3 clusters Score -1.934674e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213529 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -19346932.000000 Penalty: 6095.919922
	Iteration 13Q: 3 clusters Score -1.934693e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213547 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -19346992.000000 Penalty: 6095.919922
	Iteration 14Q: 3 clusters Score -1.934699e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213536 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -19347032.000000 Penalty: 6095.919922
	Iteration 15Q: 3 clusters Score -1.934703e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213529 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -19347058.000000 Penalty: 6095.919922
	Iteration 16Q: 3 clusters Score -1.934706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213532 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -19347092.000000 Penalty: 6095.919922
	Iteration 17Q: 3 clusters Score -1.934709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213530 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -19347092.000000 Penalty: 6095.919922
	Iteration 18Q: 3 clusters Score -1.934709e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213526 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -19347076.000000 Penalty: 6095.919922
	Iteration 19Q: 3 clusters Score -1.934708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213518 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -19347076.000000 Penalty: 6095.919922
	Iteration 20F: 3 clusters Score -1.934708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213502 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -19347106.000000 Penalty: 6095.919922
	Iteration 21Q: 3 clusters Score -1.934711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213492 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19347094.000000 Penalty: 6095.919922
	Iteration 22Q: 3 clusters Score -1.934709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213492 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19347080.000000 Penalty: 6095.919922
	Iteration 23Q: 3 clusters Score -1.934708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213488 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -19347086.000000 Penalty: 6095.919922
	Iteration 24Q: 3 clusters Score -1.934709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213485 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -19347080.000000 Penalty: 6095.919922
	Iteration 25Q: 3 clusters Score -1.934708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213484 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -19347094.000000 Penalty: 6095.919922
	Iteration 26Q: 3 clusters Score -1.934709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213480 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -19347084.000000 Penalty: 6095.919922
	Iteration 27Q: 3 clusters Score -1.934708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213478 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -19347092.000000 Penalty: 6095.919922
	Iteration 28Q: 3 clusters Score -1.934709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213477 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -19347074.000000 Penalty: 6095.919922
	Iteration 29Q: 3 clusters Score -1.934707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213476 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -19347084.000000 Penalty: 6095.919922
	Iteration 30Q: 3 clusters Score -1.934708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213475 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -19347076.000000 Penalty: 6095.919922
	Iteration 31Q: 3 clusters Score -1.934708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -19347080.000000 Penalty: 6095.919922
	Iteration 32Q: 3 clusters Score -1.934708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -19347074.000000 Penalty: 6095.919922
	Iteration 33Q: 3 clusters Score -1.934707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -19347074.000000 Penalty: 6095.919922
	Iteration 34F: 3 clusters Score -1.934707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Entering Unmasked Estep 
Score: -1902128.375000 Penalty: 2473.365234
	Iteration 0F: 2 clusters Score -1902128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1887073.750000 Penalty: 4946.730469
	Iteration 0F: 3 clusters Score -1887074 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1892219.875000 Penalty: 4946.730469
	Iteration 1F: 3 clusters Score -1892220 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1892655.000000 Penalty: 4946.730469
	Iteration 2F: 3 clusters Score -1892655 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1893028.875000 Penalty: 4946.730469
	Iteration 3Q: 3 clusters Score -1893029 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1893392.375000 Penalty: 4946.730469
	Iteration 4Q: 3 clusters Score -1893392 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1893724.250000 Penalty: 4946.730469
	Iteration 5Q: 3 clusters Score -1893724 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1894033.375000 Penalty: 4946.730469
	Iteration 6Q: 3 clusters Score -1894033 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1894350.875000 Penalty: 4946.730469
	Iteration 7Q: 3 clusters Score -1894351 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1894682.750000 Penalty: 4946.730469
	Iteration 8Q: 3 clusters Score -1894683 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1895071.500000 Penalty: 4946.730469
	Iteration 9Q: 3 clusters Score -1895072 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1895565.375000 Penalty: 4946.730469
	Iteration 10Q: 3 clusters Score -1895565 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1896136.125000 Penalty: 4946.730469
	Iteration 11Q: 3 clusters Score -1896136 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1896740.875000 Penalty: 4946.730469
	Iteration 12Q: 3 clusters Score -1896741 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1897285.625000 Penalty: 4946.730469
	Iteration 13Q: 3 clusters Score -1897286 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1897623.125000 Penalty: 4946.730469
	Iteration 14Q: 3 clusters Score -1897623 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1897814.000000 Penalty: 4946.730469
	Iteration 15Q: 3 clusters Score -1897814 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1897916.375000 Penalty: 4946.730469
	Iteration 16Q: 3 clusters Score -1897916 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1898009.875000 Penalty: 4946.730469
	Iteration 17Q: 3 clusters Score -1898010 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1898090.000000 Penalty: 4946.730469
	Iteration 18Q: 3 clusters Score -1898090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1898139.875000 Penalty: 4946.730469
	Iteration 19Q: 3 clusters Score -1898140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1898181.625000 Penalty: 4946.730469
	Iteration 20F: 3 clusters Score -1898182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1898224.250000 Penalty: 4946.730469
	Iteration 21Q: 3 clusters Score -1898224 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1898258.125000 Penalty: 4946.730469
	Iteration 22Q: 3 clusters Score -1898258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1898290.750000 Penalty: 4946.730469
	Iteration 23Q: 3 clusters Score -1898291 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1898326.500000 Penalty: 4946.730469
	Iteration 24Q: 3 clusters Score -1898326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1898353.875000 Penalty: 4946.730469
	Iteration 25Q: 3 clusters Score -1898354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1898388.375000 Penalty: 4946.730469
	Iteration 26Q: 3 clusters Score -1898388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1898423.250000 Penalty: 4946.730469
	Iteration 27Q: 3 clusters Score -1898423 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1898461.625000 Penalty: 4946.730469
	Iteration 28Q: 3 clusters Score -1898462 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1898497.250000 Penalty: 4946.730469
	Iteration 29Q: 3 clusters Score -1898497 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1898555.875000 Penalty: 4946.730469
	Iteration 30Q: 3 clusters Score -1898556 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1898599 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1898631 nChanged 148
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1898668 nChanged 161
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1898718 nChanged 162
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1898752 nChanged 148
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Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1898791 nChanged 148
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Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1898818 nChanged 139
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Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1898855 nChanged 125
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Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1898872 nChanged 107
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Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1898900 nChanged 131
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Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1898937 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1898976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1899002.000000 Penalty: 4946.730469
	Iteration 43Q: 3 clusters Score -1899002 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1899037 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1899078 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1899115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1899153 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1899202 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1899259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1899318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1899359 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1899399 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1899430 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1899466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1899506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1899528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1899561.500000 Penalty: 4946.730469
	Iteration 57Q: 3 clusters Score -1899562 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1899594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1899619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1899643 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1899672 nChanged 84
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Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1899694 nChanged 79
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Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1899713 nChanged 73
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Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1899735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1899760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1899774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1899790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1899806.000000 Penalty: 4946.730469
	Iteration 68Q: 3 clusters Score -1899806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1899816.250000 Penalty: 4946.730469
	Iteration 69Q: 3 clusters Score -1899816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1899832.875000 Penalty: 4946.730469
	Iteration 70Q: 3 clusters Score -1899833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1899842.375000 Penalty: 4946.730469
	Iteration 71Q: 3 clusters Score -1899842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1899861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -1899875.500000 Penalty: 4946.730469
	Iteration 73Q: 3 clusters Score -1899876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1899888.625000 Penalty: 4946.730469
	Iteration 74Q: 3 clusters Score -1899889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1899901.000000 Penalty: 4946.730469
	Iteration 75Q: 3 clusters Score -1899901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1899917.000000 Penalty: 4946.730469
	Iteration 76Q: 3 clusters Score -1899917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1899931 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1899939.250000 Penalty: 4946.730469
	Iteration 78Q: 3 clusters Score -1899939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1899953.875000 Penalty: 4946.730469
	Iteration 79Q: 3 clusters Score -1899954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1899969.125000 Penalty: 4946.730469
	Iteration 80F: 3 clusters Score -1899969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1899976.375000 Penalty: 4946.730469
	Iteration 81Q: 3 clusters Score -1899976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -1899985.000000 Penalty: 4946.730469
	Iteration 82Q: 3 clusters Score -1899985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1899999.250000 Penalty: 4946.730469
	Iteration 83Q: 3 clusters Score -1899999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1900012.250000 Penalty: 4946.730469
	Iteration 84Q: 3 clusters Score -1900012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -1900018.125000 Penalty: 4946.730469
	Iteration 85Q: 3 clusters Score -1900018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1900025.500000 Penalty: 4946.730469
	Iteration 86Q: 3 clusters Score -1900026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -1900037.000000 Penalty: 4946.730469
	Iteration 87Q: 3 clusters Score -1900037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1900047.500000 Penalty: 4946.730469
	Iteration 88Q: 3 clusters Score -1900048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1900052.875000 Penalty: 4946.730469
	Iteration 89Q: 3 clusters Score -1900053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1900062.375000 Penalty: 4946.730469
	Iteration 90Q: 3 clusters Score -1900062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1900066.500000 Penalty: 4946.730469
	Iteration 91Q: 3 clusters Score -1900066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1900070.250000 Penalty: 4946.730469
	Iteration 92Q: 3 clusters Score -1900070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1900076.750000 Penalty: 4946.730469
	Iteration 93Q: 3 clusters Score -1900077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1900082.125000 Penalty: 4946.730469
	Iteration 94Q: 3 clusters Score -1900082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1900084.000000 Penalty: 4946.730469
	Iteration 95Q: 3 clusters Score -1900084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1900090.000000 Penalty: 4946.730469
	Iteration 96Q: 3 clusters Score -1900090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1900101.250000 Penalty: 4946.730469
	Iteration 97Q: 3 clusters Score -1900101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1900098.500000 Penalty: 4946.730469
	Iteration 98Q: 3 clusters Score -1900098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1900102.625000 Penalty: 4946.730469
	Iteration 99Q: 3 clusters Score -1900103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1900111.125000 Penalty: 4946.730469
	Iteration 100F: 3 clusters Score -1900111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -1900111.375000 Penalty: 4946.730469
	Iteration 101Q: 3 clusters Score -1900111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -1900116.375000 Penalty: 4946.730469
	Iteration 102Q: 3 clusters Score -1900116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1900117.125000 Penalty: 4946.730469
	Iteration 103Q: 3 clusters Score -1900117 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1900121.500000 Penalty: 4946.730469
	Iteration 104Q: 3 clusters Score -1900122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1900127.500000 Penalty: 4946.730469
	Iteration 105Q: 3 clusters Score -1900128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1900126.875000 Penalty: 4946.730469
	Iteration 106Q: 3 clusters Score -1900127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -1900128.750000 Penalty: 4946.730469
	Iteration 107Q: 3 clusters Score -1900129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1900131.000000 Penalty: 4946.730469
	Iteration 108Q: 3 clusters Score -1900131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1900128.750000 Penalty: 4946.730469
	Iteration 109Q: 3 clusters Score -1900129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1900131.375000 Penalty: 4946.730469
	Iteration 110Q: 3 clusters Score -1900131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1900134.375000 Penalty: 4946.730469
	Iteration 111Q: 3 clusters Score -1900134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1900135.125000 Penalty: 4946.730469
	Iteration 112Q: 3 clusters Score -1900135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -1900133.750000 Penalty: 4946.730469
	Iteration 113Q: 3 clusters Score -1900134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1900134.750000 Penalty: 4946.730469
	Iteration 114Q: 3 clusters Score -1900135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1900133 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1900132.750000 Penalty: 4946.730469
	Iteration 116F: 3 clusters Score -1900133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Entering Unmasked Estep 
Score: -4927556.000000 Penalty: 2704.303711
	Iteration 0F: 2 clusters Score -4927556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4890958 nChanged 25220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4905362.500000 Penalty: 5408.607422
	Iteration 1F: 3 clusters Score -4905362 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4906076.500000 Penalty: 5408.607422
	Iteration 2Q: 3 clusters Score -4906076 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4906788.500000 Penalty: 5408.607422
	Iteration 3Q: 3 clusters Score -4906788 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4907629.000000 Penalty: 5408.607422
	Iteration 4Q: 3 clusters Score -4907629 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4908794.000000 Penalty: 5408.607422
	Iteration 5Q: 3 clusters Score -4908794 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4910302.000000 Penalty: 5408.607422
	Iteration 6F: 3 clusters Score -4910302 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4912512.000000 Penalty: 5408.607422
	Iteration 7F: 3 clusters Score -4912512 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4915303.500000 Penalty: 5408.607422
	Iteration 8F: 3 clusters Score -4915304 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4918052.000000 Penalty: 5408.607422
	Iteration 9F: 3 clusters Score -4918052 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4919742.000000 Penalty: 5408.607422
	Iteration 10F: 3 clusters Score -4919742 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4920480.000000 Penalty: 5408.607422
	Iteration 11Q: 3 clusters Score -4920480 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -4920868.000000 Penalty: 5408.607422
	Iteration 12Q: 3 clusters Score -4920868 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4921166.500000 Penalty: 5408.607422
	Iteration 13Q: 3 clusters Score -4921166 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -4921398.000000 Penalty: 5408.607422
	Iteration 14Q: 3 clusters Score -4921398 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4921691.500000 Penalty: 5408.607422
	Iteration 15Q: 3 clusters Score -4921692 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -4921893.500000 Penalty: 5408.607422
	Iteration 16Q: 3 clusters Score -4921894 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -4922088.500000 Penalty: 5408.607422
	Iteration 17Q: 3 clusters Score -4922088 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -4922276.500000 Penalty: 5408.607422
	Iteration 18Q: 3 clusters Score -4922276 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -4922449.500000 Penalty: 5408.607422
	Iteration 19Q: 3 clusters Score -4922450 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -4922639.500000 Penalty: 5408.607422
	Iteration 20F: 3 clusters Score -4922640 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -4922800.500000 Penalty: 5408.607422
	Iteration 21Q: 3 clusters Score -4922800 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -4922994.000000 Penalty: 5408.607422
	Iteration 22Q: 3 clusters Score -4922994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -4923151.000000 Penalty: 5408.607422
	Iteration 23Q: 3 clusters Score -4923151 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -4923322.000000 Penalty: 5408.607422
	Iteration 24Q: 3 clusters Score -4923322 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -4923493.000000 Penalty: 5408.607422
	Iteration 25Q: 3 clusters Score -4923493 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -4923639.500000 Penalty: 5408.607422
	Iteration 26Q: 3 clusters Score -4923640 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -4923760.500000 Penalty: 5408.607422
	Iteration 27Q: 3 clusters Score -4923760 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -4923907.000000 Penalty: 5408.607422
	Iteration 28Q: 3 clusters Score -4923907 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -4924052.500000 Penalty: 5408.607422
	Iteration 29Q: 3 clusters Score -4924052 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -4924203.000000 Penalty: 5408.607422
	Iteration 30Q: 3 clusters Score -4924203 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -4924325.500000 Penalty: 5408.607422
	Iteration 31Q: 3 clusters Score -4924326 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -4924476.500000 Penalty: 5408.607422
	Iteration 32Q: 3 clusters Score -4924476 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -4924611.000000 Penalty: 5408.607422
	Iteration 33Q: 3 clusters Score -4924611 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -4924725.500000 Penalty: 5408.607422
	Iteration 34Q: 3 clusters Score -4924726 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -4924810.000000 Penalty: 5408.607422
	Iteration 35Q: 3 clusters Score -4924810 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -4924890.000000 Penalty: 5408.607422
	Iteration 36Q: 3 clusters Score -4924890 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -4924934.000000 Penalty: 5408.607422
	Iteration 37Q: 3 clusters Score -4924934 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -4924990.000000 Penalty: 5408.607422
	Iteration 38Q: 3 clusters Score -4924990 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -4925048.000000 Penalty: 5408.607422
	Iteration 39Q: 3 clusters Score -4925048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -4925105.000000 Penalty: 5408.607422
	Iteration 40F: 3 clusters Score -4925105 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -4925138.500000 Penalty: 5408.607422
	Iteration 41Q: 3 clusters Score -4925138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -4925185.500000 Penalty: 5408.607422
	Iteration 42Q: 3 clusters Score -4925186 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -4925230.500000 Penalty: 5408.607422
	Iteration 43Q: 3 clusters Score -4925230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -4925248.000000 Penalty: 5408.607422
	Iteration 44Q: 3 clusters Score -4925248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -4925268.500000 Penalty: 5408.607422
	Iteration 45Q: 3 clusters Score -4925268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -4925290.500000 Penalty: 5408.607422
	Iteration 46Q: 3 clusters Score -4925290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -4925301.000000 Penalty: 5408.607422
	Iteration 47Q: 3 clusters Score -4925301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -4925321.000000 Penalty: 5408.607422
	Iteration 48Q: 3 clusters Score -4925321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -4925328.500000 Penalty: 5408.607422
	Iteration 49Q: 3 clusters Score -4925328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -4925344.500000 Penalty: 5408.607422
	Iteration 50Q: 3 clusters Score -4925344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -4925340.500000 Penalty: 5408.607422
	Iteration 51Q: 3 clusters Score -4925340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -4925359.500000 Penalty: 5408.607422
	Iteration 52Q: 3 clusters Score -4925360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -4925360.500000 Penalty: 5408.607422
	Iteration 53Q: 3 clusters Score -4925360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -4925368.500000 Penalty: 5408.607422
	Iteration 54Q: 3 clusters Score -4925368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -4925364.500000 Penalty: 5408.607422
	Iteration 55Q: 3 clusters Score -4925364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -4925369.000000 Penalty: 5408.607422
	Iteration 56Q: 3 clusters Score -4925369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -4925378.000000 Penalty: 5408.607422
	Iteration 57Q: 3 clusters Score -4925378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -4925368.000000 Penalty: 5408.607422
	Iteration 58Q: 3 clusters Score -4925368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -4925376.000000 Penalty: 5408.607422
	Iteration 59Q: 3 clusters Score -4925376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -4925376.500000 Penalty: 5408.607422
	Iteration 60F: 3 clusters Score -4925376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -4925391.500000 Penalty: 5408.607422
	Iteration 61Q: 3 clusters Score -4925392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -4925390.000000 Penalty: 5408.607422
	Iteration 62Q: 3 clusters Score -4925390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -4925405.500000 Penalty: 5408.607422
	Iteration 63Q: 3 clusters Score -4925406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -4925415.000000 Penalty: 5408.607422
	Iteration 64Q: 3 clusters Score -4925415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -4925420.000000 Penalty: 5408.607422
	Iteration 65Q: 3 clusters Score -4925420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -4925430.500000 Penalty: 5408.607422
	Iteration 66Q: 3 clusters Score -4925430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -4925451.000000 Penalty: 5408.607422
	Iteration 67Q: 3 clusters Score -4925451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -4925457.500000 Penalty: 5408.607422
	Iteration 68Q: 3 clusters Score -4925458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -4925459.500000 Penalty: 5408.607422
	Iteration 69Q: 3 clusters Score -4925460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -4925467.000000 Penalty: 5408.607422
	Iteration 70Q: 3 clusters Score -4925467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -4925464.000000 Penalty: 5408.607422
	Iteration 71Q: 3 clusters Score -4925464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -4925467.500000 Penalty: 5408.607422
	Iteration 72Q: 3 clusters Score -4925468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -4925463.000000 Penalty: 5408.607422
	Iteration 73Q: 3 clusters Score -4925463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -4925469.500000 Penalty: 5408.607422
	Iteration 74Q: 3 clusters Score -4925470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -4925467.000000 Penalty: 5408.607422
	Iteration 75Q: 3 clusters Score -4925467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -4925468.000000 Penalty: 5408.607422
	Iteration 76Q: 3 clusters Score -4925468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -4925468.500000 Penalty: 5408.607422
	Iteration 77Q: 3 clusters Score -4925468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -4925464.000000 Penalty: 5408.607422
	Iteration 78Q: 3 clusters Score -4925464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -4925473.500000 Penalty: 5408.607422
	Iteration 79Q: 3 clusters Score -4925474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -4925478.000000 Penalty: 5408.607422
	Iteration 80F: 3 clusters Score -4925478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -4925479.500000 Penalty: 5408.607422
	Iteration 81Q: 3 clusters Score -4925480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -4925480.500000 Penalty: 5408.607422
	Iteration 82Q: 3 clusters Score -4925480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -4925485.000000 Penalty: 5408.607422
	Iteration 83Q: 3 clusters Score -4925485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -4925487.500000 Penalty: 5408.607422
	Iteration 84Q: 3 clusters Score -4925488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -4925487.500000 Penalty: 5408.607422
	Iteration 85F: 3 clusters Score -4925488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175896 members 
Entering Unmasked Estep 
Score: -15486909.000000 Penalty: 2995.256836
	Iteration 0F: 2 clusters Score -1.548691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -15369158.000000 Penalty: 5990.513672
	Iteration 0F: 3 clusters Score -1.536916e+07 nChanged 84275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -15418961.000000 Penalty: 5990.513672
	Iteration 1F: 3 clusters Score -1.541896e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -15420309.000000 Penalty: 5990.513672
	Iteration 2Q: 3 clusters Score -1.542031e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -15421975.000000 Penalty: 5990.513672
	Iteration 3Q: 3 clusters Score -1.542198e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98268 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -15424354.000000 Penalty: 5990.513672
	Iteration 4Q: 3 clusters Score -1.542435e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -15427700.000000 Penalty: 5990.513672
	Iteration 5Q: 3 clusters Score -1.54277e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -15431962.000000 Penalty: 5990.513672
	Iteration 6F: 3 clusters Score -1.543196e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119097 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -15437330.000000 Penalty: 5990.513672
	Iteration 7F: 3 clusters Score -1.543733e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -15443868.000000 Penalty: 5990.513672
	Iteration 8F: 3 clusters Score -1.544387e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -15451538.000000 Penalty: 5990.513672
	Iteration 9F: 3 clusters Score -1.545154e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151640 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -15461135.000000 Penalty: 5990.513672
	Iteration 10F: 3 clusters Score -1.546114e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162108 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -15471335.000000 Penalty: 5990.513672
	Iteration 11F: 3 clusters Score -1.547134e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -15478662.000000 Penalty: 5990.513672
	Iteration 12Q: 3 clusters Score -1.547866e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -15482189.000000 Penalty: 5990.513672
	Iteration 13Q: 3 clusters Score -1.548219e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15483433.000000 Penalty: 5990.513672
	Iteration 14Q: 3 clusters Score -1.548343e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -15483875.000000 Penalty: 5990.513672
	Iteration 15Q: 3 clusters Score -1.548388e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15484054.000000 Penalty: 5990.513672
	Iteration 16Q: 3 clusters Score -1.548405e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15484120.000000 Penalty: 5990.513672
	Iteration 17Q: 3 clusters Score -1.548412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -15484179.000000 Penalty: 5990.513672
	Iteration 18Q: 3 clusters Score -1.548418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175453 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15484226.000000 Penalty: 5990.513672
	Iteration 19Q: 3 clusters Score -1.548423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15484237.000000 Penalty: 5990.513672
	Iteration 20F: 3 clusters Score -1.548424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175462 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15484263.000000 Penalty: 5990.513672
	Iteration 21Q: 3 clusters Score -1.548426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15484272.000000 Penalty: 5990.513672
	Iteration 22Q: 3 clusters Score -1.548427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15484268.000000 Penalty: 5990.513672
	Iteration 23Q: 3 clusters Score -1.548427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15484277.000000 Penalty: 5990.513672
	Iteration 24Q: 3 clusters Score -1.548428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15484277.000000 Penalty: 5990.513672
	Iteration 25Q: 3 clusters Score -1.548428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15484277.000000 Penalty: 5990.513672
	Iteration 26F: 3 clusters Score -1.548428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Entering Unmasked Estep 
Score: -13438784.000000 Penalty: 2954.808350
	Iteration 0F: 2 clusters Score -1.343878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -13338783.000000 Penalty: 5909.616699
	Iteration 0F: 3 clusters Score -1.333878e+07 nChanged 71209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -13380428.000000 Penalty: 5909.616699
	Iteration 1F: 3 clusters Score -1.338043e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -13381765.000000 Penalty: 5909.616699
	Iteration 2Q: 3 clusters Score -1.338176e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -13383439.000000 Penalty: 5909.616699
	Iteration 3Q: 3 clusters Score -1.338344e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -13385892.000000 Penalty: 5909.616699
	Iteration 4Q: 3 clusters Score -1.338589e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -13389463.000000 Penalty: 5909.616699
	Iteration 5Q: 3 clusters Score -1.338946e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -13393867.000000 Penalty: 5909.616699
	Iteration 6F: 3 clusters Score -1.339387e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -13399506.000000 Penalty: 5909.616699
	Iteration 7F: 3 clusters Score -1.339951e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -13405947.000000 Penalty: 5909.616699
	Iteration 8F: 3 clusters Score -1.340595e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -13410919.000000 Penalty: 5909.616699
	Iteration 9F: 3 clusters Score -1.341092e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -13413855.000000 Penalty: 5909.616699
	Iteration 10Q: 3 clusters Score -1.341386e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -13415225.000000 Penalty: 5909.616699
	Iteration 11Q: 3 clusters Score -1.341522e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -13415722.000000 Penalty: 5909.616699
	Iteration 12Q: 3 clusters Score -1.341572e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -13415976.000000 Penalty: 5909.616699
	Iteration 13Q: 3 clusters Score -1.341598e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -13416162.000000 Penalty: 5909.616699
	Iteration 14Q: 3 clusters Score -1.341616e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -13416397.000000 Penalty: 5909.616699
	Iteration 15Q: 3 clusters Score -1.34164e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -13416601.000000 Penalty: 5909.616699
	Iteration 16Q: 3 clusters Score -1.34166e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -13416723.000000 Penalty: 5909.616699
	Iteration 17Q: 3 clusters Score -1.341672e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -13416780.000000 Penalty: 5909.616699
	Iteration 18Q: 3 clusters Score -1.341678e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -13416910.000000 Penalty: 5909.616699
	Iteration 19Q: 3 clusters Score -1.341691e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -13416974.000000 Penalty: 5909.616699
	Iteration 20F: 3 clusters Score -1.341697e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -13417101.000000 Penalty: 5909.616699
	Iteration 21Q: 3 clusters Score -1.34171e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -13417193.000000 Penalty: 5909.616699
	Iteration 22Q: 3 clusters Score -1.341719e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -13417357.000000 Penalty: 5909.616699
	Iteration 23Q: 3 clusters Score -1.341736e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -13417424.000000 Penalty: 5909.616699
	Iteration 24Q: 3 clusters Score -1.341742e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -13417516.000000 Penalty: 5909.616699
	Iteration 25Q: 3 clusters Score -1.341752e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -13417549.000000 Penalty: 5909.616699
	Iteration 26Q: 3 clusters Score -1.341755e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -13417582.000000 Penalty: 5909.616699
	Iteration 27Q: 3 clusters Score -1.341758e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -13417652.000000 Penalty: 5909.616699
	Iteration 28Q: 3 clusters Score -1.341765e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -13417761.000000 Penalty: 5909.616699
	Iteration 29Q: 3 clusters Score -1.341776e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -13417769.000000 Penalty: 5909.616699
	Iteration 30Q: 3 clusters Score -1.341777e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -13417822.000000 Penalty: 5909.616699
	Iteration 31Q: 3 clusters Score -1.341782e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -13417879.000000 Penalty: 5909.616699
	Iteration 32Q: 3 clusters Score -1.341788e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -13417955.000000 Penalty: 5909.616699
	Iteration 33Q: 3 clusters Score -1.341796e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -13418028.000000 Penalty: 5909.616699
	Iteration 34Q: 3 clusters Score -1.341803e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -13418078.000000 Penalty: 5909.616699
	Iteration 35Q: 3 clusters Score -1.341808e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -13418196.000000 Penalty: 5909.616699
	Iteration 36Q: 3 clusters Score -1.34182e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -13418287.000000 Penalty: 5909.616699
	Iteration 37Q: 3 clusters Score -1.341829e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -13418340.000000 Penalty: 5909.616699
	Iteration 38Q: 3 clusters Score -1.341834e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -13418381.000000 Penalty: 5909.616699
	Iteration 39Q: 3 clusters Score -1.341838e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -13418410.000000 Penalty: 5909.616699
	Iteration 40F: 3 clusters Score -1.341841e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -13418443.000000 Penalty: 5909.616699
	Iteration 41Q: 3 clusters Score -1.341844e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -13418466.000000 Penalty: 5909.616699
	Iteration 42Q: 3 clusters Score -1.341847e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -13418515.000000 Penalty: 5909.616699
	Iteration 43Q: 3 clusters Score -1.341852e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -13418565.000000 Penalty: 5909.616699
	Iteration 44Q: 3 clusters Score -1.341856e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -13418579.000000 Penalty: 5909.616699
	Iteration 45Q: 3 clusters Score -1.341858e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -13418600.000000 Penalty: 5909.616699
	Iteration 46Q: 3 clusters Score -1.34186e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -13418605.000000 Penalty: 5909.616699
	Iteration 47Q: 3 clusters Score -1.34186e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -13418633.000000 Penalty: 5909.616699
	Iteration 48Q: 3 clusters Score -1.341863e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -13418665.000000 Penalty: 5909.616699
	Iteration 49Q: 3 clusters Score -1.341866e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -13418667.000000 Penalty: 5909.616699
	Iteration 50Q: 3 clusters Score -1.341867e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -13418764.000000 Penalty: 5909.616699
	Iteration 51Q: 3 clusters Score -1.341876e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -13418792.000000 Penalty: 5909.616699
	Iteration 52Q: 3 clusters Score -1.341879e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -13418841.000000 Penalty: 5909.616699
	Iteration 53Q: 3 clusters Score -1.341884e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -13418860.000000 Penalty: 5909.616699
	Iteration 54Q: 3 clusters Score -1.341886e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -13418909.000000 Penalty: 5909.616699
	Iteration 55Q: 3 clusters Score -1.341891e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -13418937.000000 Penalty: 5909.616699
	Iteration 56Q: 3 clusters Score -1.341894e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -13418957.000000 Penalty: 5909.616699
	Iteration 57Q: 3 clusters Score -1.341896e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -13419027.000000 Penalty: 5909.616699
	Iteration 58Q: 3 clusters Score -1.341903e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -13419072.000000 Penalty: 5909.616699
	Iteration 59Q: 3 clusters Score -1.341907e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -13419148.000000 Penalty: 5909.616699
	Iteration 60F: 3 clusters Score -1.341915e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -13419168.000000 Penalty: 5909.616699
	Iteration 61Q: 3 clusters Score -1.341917e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -13419188.000000 Penalty: 5909.616699
	Iteration 62Q: 3 clusters Score -1.341919e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -13419237.000000 Penalty: 5909.616699
	Iteration 63Q: 3 clusters Score -1.341924e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -13419289.000000 Penalty: 5909.616699
	Iteration 64Q: 3 clusters Score -1.341929e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -13419320.000000 Penalty: 5909.616699
	Iteration 65Q: 3 clusters Score -1.341932e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -13419347.000000 Penalty: 5909.616699
	Iteration 66Q: 3 clusters Score -1.341935e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -13419378.000000 Penalty: 5909.616699
	Iteration 67Q: 3 clusters Score -1.341938e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -13419468.000000 Penalty: 5909.616699
	Iteration 68Q: 3 clusters Score -1.341947e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -13419585.000000 Penalty: 5909.616699
	Iteration 69Q: 3 clusters Score -1.341958e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -13419641.000000 Penalty: 5909.616699
	Iteration 70Q: 3 clusters Score -1.341964e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -13419681.000000 Penalty: 5909.616699
	Iteration 71Q: 3 clusters Score -1.341968e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -13419749.000000 Penalty: 5909.616699
	Iteration 72Q: 3 clusters Score -1.341975e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -13419886.000000 Penalty: 5909.616699
	Iteration 73Q: 3 clusters Score -1.341989e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -13419970.000000 Penalty: 5909.616699
	Iteration 74Q: 3 clusters Score -1.341997e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -13420032.000000 Penalty: 5909.616699
	Iteration 75Q: 3 clusters Score -1.342003e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -13420138.000000 Penalty: 5909.616699
	Iteration 76Q: 3 clusters Score -1.342014e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -13420296.000000 Penalty: 5909.616699
	Iteration 77Q: 3 clusters Score -1.34203e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103384 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -13420454.000000 Penalty: 5909.616699
	Iteration 78Q: 3 clusters Score -1.342045e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -13420579.000000 Penalty: 5909.616699
	Iteration 79Q: 3 clusters Score -1.342058e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -13420765.000000 Penalty: 5909.616699
	Iteration 80F: 3 clusters Score -1.342076e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -13420956.000000 Penalty: 5909.616699
	Iteration 81Q: 3 clusters Score -1.342096e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -13421162.000000 Penalty: 5909.616699
	Iteration 82Q: 3 clusters Score -1.342116e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -13421530.000000 Penalty: 5909.616699
	Iteration 83Q: 3 clusters Score -1.342153e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -13421825.000000 Penalty: 5909.616699
	Iteration 84Q: 3 clusters Score -1.342182e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -13422188.000000 Penalty: 5909.616699
	Iteration 85Q: 3 clusters Score -1.342219e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -13422533.000000 Penalty: 5909.616699
	Iteration 86Q: 3 clusters Score -1.342253e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -13422966.000000 Penalty: 5909.616699
	Iteration 87Q: 3 clusters Score -1.342297e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -13423438.000000 Penalty: 5909.616699
	Iteration 88Q: 3 clusters Score -1.342344e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -13424018.000000 Penalty: 5909.616699
	Iteration 89Q: 3 clusters Score -1.342402e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -13424539.000000 Penalty: 5909.616699
	Iteration 90Q: 3 clusters Score -1.342454e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123222 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -13425192.000000 Penalty: 5909.616699
	Iteration 91Q: 3 clusters Score -1.342519e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125242 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -13425776.000000 Penalty: 5909.616699
	Iteration 92Q: 3 clusters Score -1.342578e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -13426481.000000 Penalty: 5909.616699
	Iteration 93Q: 3 clusters Score -1.342648e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -13427259.000000 Penalty: 5909.616699
	Iteration 94Q: 3 clusters Score -1.342726e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -13428102.000000 Penalty: 5909.616699
	Iteration 95Q: 3 clusters Score -1.34281e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -13429114.000000 Penalty: 5909.616699
	Iteration 96Q: 3 clusters Score -1.342911e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136027 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -13430119.000000 Penalty: 5909.616699
	Iteration 97Q: 3 clusters Score -1.343012e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -13431052.000000 Penalty: 5909.616699
	Iteration 98Q: 3 clusters Score -1.343105e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140258 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -13432042.000000 Penalty: 5909.616699
	Iteration 99Q: 3 clusters Score -1.343204e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142078 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -13432995.000000 Penalty: 5909.616699
	Iteration 100F: 3 clusters Score -1.3433e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -13433748.000000 Penalty: 5909.616699
	Iteration 101Q: 3 clusters Score -1.343375e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -13434471.000000 Penalty: 5909.616699
	Iteration 102Q: 3 clusters Score -1.343447e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13435014.000000 Penalty: 5909.616699
	Iteration 103Q: 3 clusters Score -1.343501e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146669 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -13435353.000000 Penalty: 5909.616699
	Iteration 104Q: 3 clusters Score -1.343535e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -13435604.000000 Penalty: 5909.616699
	Iteration 105Q: 3 clusters Score -1.34356e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13435784.000000 Penalty: 5909.616699
	Iteration 106Q: 3 clusters Score -1.343578e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147817 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13435940.000000 Penalty: 5909.616699
	Iteration 107Q: 3 clusters Score -1.343594e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13436032.000000 Penalty: 5909.616699
	Iteration 108Q: 3 clusters Score -1.343603e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148099 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13436068.000000 Penalty: 5909.616699
	Iteration 109Q: 3 clusters Score -1.343607e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -13436085.000000 Penalty: 5909.616699
	Iteration 110Q: 3 clusters Score -1.343608e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13436118.000000 Penalty: 5909.616699
	Iteration 111Q: 3 clusters Score -1.343612e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148332 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13436159.000000 Penalty: 5909.616699
	Iteration 112Q: 3 clusters Score -1.343616e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148381 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13436184.000000 Penalty: 5909.616699
	Iteration 113Q: 3 clusters Score -1.343618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13436195.000000 Penalty: 5909.616699
	Iteration 114Q: 3 clusters Score -1.34362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13436230.000000 Penalty: 5909.616699
	Iteration 115Q: 3 clusters Score -1.343623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13436234.000000 Penalty: 5909.616699
	Iteration 116Q: 3 clusters Score -1.343623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13436258.000000 Penalty: 5909.616699
	Iteration 117Q: 3 clusters Score -1.343626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148516 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13436270.000000 Penalty: 5909.616699
	Iteration 118Q: 3 clusters Score -1.343627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148529 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13436306.000000 Penalty: 5909.616699
	Iteration 119Q: 3 clusters Score -1.343631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148542 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13436301.000000 Penalty: 5909.616699
	Iteration 120F: 3 clusters Score -1.34363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13436320.000000 Penalty: 5909.616699
	Iteration 121Q: 3 clusters Score -1.343632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148569 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13436317.000000 Penalty: 5909.616699
	Iteration 122Q: 3 clusters Score -1.343632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -13436319.000000 Penalty: 5909.616699
	Iteration 123Q: 3 clusters Score -1.343632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148583 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13436321.000000 Penalty: 5909.616699
	Iteration 124Q: 3 clusters Score -1.343632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13436335.000000 Penalty: 5909.616699
	Iteration 125Q: 3 clusters Score -1.343634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13436325.000000 Penalty: 5909.616699
	Iteration 126Q: 3 clusters Score -1.343632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148593 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13436325.000000 Penalty: 5909.616699
	Iteration 127Q: 3 clusters Score -1.343632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13436329.000000 Penalty: 5909.616699
	Iteration 128Q: 3 clusters Score -1.343633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -13436323.000000 Penalty: 5909.616699
	Iteration 129Q: 3 clusters Score -1.343632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148602 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13436322.000000 Penalty: 5909.616699
	Iteration 130Q: 3 clusters Score -1.343632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148602 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13436322.000000 Penalty: 5909.616699
	Iteration 131F: 3 clusters Score -1.343632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Entering Unmasked Estep 
Score: -4564582.500000 Penalty: 2688.672607
	Iteration 0F: 2 clusters Score -4564582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4530255.000000 Penalty: 5377.345215
	Iteration 0F: 3 clusters Score -4530255 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4543409.500000 Penalty: 5377.345215
	Iteration 1F: 3 clusters Score -4543410 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4544100.500000 Penalty: 5377.345215
	Iteration 2Q: 3 clusters Score -4544100 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4544799.000000 Penalty: 5377.345215
	Iteration 3Q: 3 clusters Score -4544799 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4545615.000000 Penalty: 5377.345215
	Iteration 4Q: 3 clusters Score -4545615 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4546635.000000 Penalty: 5377.345215
	Iteration 5Q: 3 clusters Score -4546635 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4547858.000000 Penalty: 5377.345215
	Iteration 6Q: 3 clusters Score -4547858 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4549376.500000 Penalty: 5377.345215
	Iteration 7F: 3 clusters Score -4549376 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4551104.500000 Penalty: 5377.345215
	Iteration 8F: 3 clusters Score -4551104 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -4552967.500000 Penalty: 5377.345215
	Iteration 9F: 3 clusters Score -4552968 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -4554812.000000 Penalty: 5377.345215
	Iteration 10Q: 3 clusters Score -4554812 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4556371.500000 Penalty: 5377.345215
	Iteration 11Q: 3 clusters Score -4556372 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -4557535.500000 Penalty: 5377.345215
	Iteration 12Q: 3 clusters Score -4557536 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -4558389.500000 Penalty: 5377.345215
	Iteration 13Q: 3 clusters Score -4558390 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -4559033.000000 Penalty: 5377.345215
	Iteration 14Q: 3 clusters Score -4559033 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -4559545.500000 Penalty: 5377.345215
	Iteration 15Q: 3 clusters Score -4559546 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -4560034.000000 Penalty: 5377.345215
	Iteration 16Q: 3 clusters Score -4560034 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -4560456.000000 Penalty: 5377.345215
	Iteration 17Q: 3 clusters Score -4560456 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -4560811.500000 Penalty: 5377.345215
	Iteration 18Q: 3 clusters Score -4560812 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -4561100.500000 Penalty: 5377.345215
	Iteration 19Q: 3 clusters Score -4561100 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -4561341.000000 Penalty: 5377.345215
	Iteration 20F: 3 clusters Score -4561341 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -4561536.500000 Penalty: 5377.345215
	Iteration 21Q: 3 clusters Score -4561536 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -4561707.500000 Penalty: 5377.345215
	Iteration 22Q: 3 clusters Score -4561708 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -4561841.500000 Penalty: 5377.345215
	Iteration 23Q: 3 clusters Score -4561842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -4561930.500000 Penalty: 5377.345215
	Iteration 24Q: 3 clusters Score -4561930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -4562005.500000 Penalty: 5377.345215
	Iteration 25Q: 3 clusters Score -4562006 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -4562082.000000 Penalty: 5377.345215
	Iteration 26Q: 3 clusters Score -4562082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -4562138.500000 Penalty: 5377.345215
	Iteration 27Q: 3 clusters Score -4562138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -4562175.000000 Penalty: 5377.345215
	Iteration 28Q: 3 clusters Score -4562175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -4562214.500000 Penalty: 5377.345215
	Iteration 29Q: 3 clusters Score -4562214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -4562243.000000 Penalty: 5377.345215
	Iteration 30Q: 3 clusters Score -4562243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -4562277.000000 Penalty: 5377.345215
	Iteration 31Q: 3 clusters Score -4562277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -4562289.500000 Penalty: 5377.345215
	Iteration 32Q: 3 clusters Score -4562290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -4562303.500000 Penalty: 5377.345215
	Iteration 33Q: 3 clusters Score -4562304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -4562309.000000 Penalty: 5377.345215
	Iteration 34Q: 3 clusters Score -4562309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -4562340.000000 Penalty: 5377.345215
	Iteration 35Q: 3 clusters Score -4562340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -4562344.000000 Penalty: 5377.345215
	Iteration 36Q: 3 clusters Score -4562344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -4562353.500000 Penalty: 5377.345215
	Iteration 37Q: 3 clusters Score -4562354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -4562349.000000 Penalty: 5377.345215
	Iteration 38Q: 3 clusters Score -4562349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -4562366.500000 Penalty: 5377.345215
	Iteration 39Q: 3 clusters Score -4562366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -4562370.500000 Penalty: 5377.345215
	Iteration 40F: 3 clusters Score -4562370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -4562382.500000 Penalty: 5377.345215
	Iteration 41Q: 3 clusters Score -4562382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -4562379.000000 Penalty: 5377.345215
	Iteration 42Q: 3 clusters Score -4562379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -4562387.000000 Penalty: 5377.345215
	Iteration 43Q: 3 clusters Score -4562387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -4562391.000000 Penalty: 5377.345215
	Iteration 44Q: 3 clusters Score -4562391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -4562387.000000 Penalty: 5377.345215
	Iteration 45Q: 3 clusters Score -4562387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -4562385.500000 Penalty: 5377.345215
	Iteration 46Q: 3 clusters Score -4562386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -4562389.500000 Penalty: 5377.345215
	Iteration 47Q: 3 clusters Score -4562390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -4562394.000000 Penalty: 5377.345215
	Iteration 48Q: 3 clusters Score -4562394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -4562398.000000 Penalty: 5377.345215
	Iteration 49Q: 3 clusters Score -4562398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -4562394.000000 Penalty: 5377.345215
	Iteration 50Q: 3 clusters Score -4562394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -4562397.500000 Penalty: 5377.345215
	Iteration 51Q: 3 clusters Score -4562398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -4562395.000000 Penalty: 5377.345215
	Iteration 52Q: 3 clusters Score -4562395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -4562400.000000 Penalty: 5377.345215
	Iteration 53Q: 3 clusters Score -4562400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -4562400.000000 Penalty: 5377.345215
	Iteration 54F: 3 clusters Score -4562400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Entering Unmasked Estep 
Score: -1371215.375000 Penalty: 2404.814453
	Iteration 0F: 2 clusters Score -1371215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1359594.875000 Penalty: 4809.628906
	Iteration 0F: 3 clusters Score -1359595 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1363557.125000 Penalty: 4809.628906
	Iteration 1F: 3 clusters Score -1363557 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1364166.125000 Penalty: 4809.628906
	Iteration 2F: 3 clusters Score -1364166 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1364827.375000 Penalty: 4809.628906
	Iteration 3F: 3 clusters Score -1364827 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1365583.375000 Penalty: 4809.628906
	Iteration 4F: 3 clusters Score -1365583 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1366458.125000 Penalty: 4809.628906
	Iteration 5F: 3 clusters Score -1366458 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1367300.125000 Penalty: 4809.628906
	Iteration 6F: 3 clusters Score -1367300 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1368055.250000 Penalty: 4809.628906
	Iteration 7F: 3 clusters Score -1368055 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1368840.625000 Penalty: 4809.628906
	Iteration 8Q: 3 clusters Score -1368841 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1369414.500000 Penalty: 4809.628906
	Iteration 9Q: 3 clusters Score -1369414 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1369733.750000 Penalty: 4809.628906
	Iteration 10Q: 3 clusters Score -1369734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1369852.250000 Penalty: 4809.628906
	Iteration 11Q: 3 clusters Score -1369852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1369904.375000 Penalty: 4809.628906
	Iteration 12Q: 3 clusters Score -1369904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1369946.000000 Penalty: 4809.628906
	Iteration 13Q: 3 clusters Score -1369946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1369981.875000 Penalty: 4809.628906
	Iteration 14Q: 3 clusters Score -1369982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1370023.125000 Penalty: 4809.628906
	Iteration 15Q: 3 clusters Score -1370023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1370066.375000 Penalty: 4809.628906
	Iteration 16Q: 3 clusters Score -1370066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1370105.000000 Penalty: 4809.628906
	Iteration 17Q: 3 clusters Score -1370105 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1370136.125000 Penalty: 4809.628906
	Iteration 18Q: 3 clusters Score -1370136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1370171.625000 Penalty: 4809.628906
	Iteration 19Q: 3 clusters Score -1370172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1370187.500000 Penalty: 4809.628906
	Iteration 20F: 3 clusters Score -1370188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1370206.500000 Penalty: 4809.628906
	Iteration 21Q: 3 clusters Score -1370206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1370216.250000 Penalty: 4809.628906
	Iteration 22Q: 3 clusters Score -1370216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1370222.625000 Penalty: 4809.628906
	Iteration 23Q: 3 clusters Score -1370223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1370222.125000 Penalty: 4809.628906
	Iteration 24Q: 3 clusters Score -1370222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1370225.125000 Penalty: 4809.628906
	Iteration 25Q: 3 clusters Score -1370225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1370227.000000 Penalty: 4809.628906
	Iteration 26Q: 3 clusters Score -1370227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1370226.375000 Penalty: 4809.628906
	Iteration 27Q: 3 clusters Score -1370226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1370226.000000 Penalty: 4809.628906
	Iteration 28Q: 3 clusters Score -1370226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1370224.625000 Penalty: 4809.628906
	Iteration 29Q: 3 clusters Score -1370225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1370224.750000 Penalty: 4809.628906
	Iteration 30Q: 3 clusters Score -1370225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1370225.375000 Penalty: 4809.628906
	Iteration 31Q: 3 clusters Score -1370225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1370229.375000 Penalty: 4809.628906
	Iteration 32Q: 3 clusters Score -1370229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1370229.625000 Penalty: 4809.628906
	Iteration 33Q: 3 clusters Score -1370230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1370227.500000 Penalty: 4809.628906
	Iteration 34Q: 3 clusters Score -1370228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1370231.625000 Penalty: 4809.628906
	Iteration 35Q: 3 clusters Score -1370232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1370233.875000 Penalty: 4809.628906
	Iteration 36Q: 3 clusters Score -1370234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1370233.500000 Penalty: 4809.628906
	Iteration 37Q: 3 clusters Score -1370234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1370232.875000 Penalty: 4809.628906
	Iteration 38Q: 3 clusters Score -1370233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1370233.625000 Penalty: 4809.628906
	Iteration 39Q: 3 clusters Score -1370234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1370237.500000 Penalty: 4809.628906
	Iteration 40F: 3 clusters Score -1370238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1370237.875000 Penalty: 4809.628906
	Iteration 41Q: 3 clusters Score -1370238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1370238.125000 Penalty: 4809.628906
	Iteration 42Q: 3 clusters Score -1370238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1370236.625000 Penalty: 4809.628906
	Iteration 43Q: 3 clusters Score -1370237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1370238.125000 Penalty: 4809.628906
	Iteration 44Q: 3 clusters Score -1370238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1370240.750000 Penalty: 4809.628906
	Iteration 45Q: 3 clusters Score -1370241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1370237.375000 Penalty: 4809.628906
	Iteration 46Q: 3 clusters Score -1370237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1370238.500000 Penalty: 4809.628906
	Iteration 47Q: 3 clusters Score -1370238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1370240.375000 Penalty: 4809.628906
	Iteration 48Q: 3 clusters Score -1370240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1370237.000000 Penalty: 4809.628906
	Iteration 49Q: 3 clusters Score -1370237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1370238.000000 Penalty: 4809.628906
	Iteration 50Q: 3 clusters Score -1370238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1370237.750000 Penalty: 4809.628906
	Iteration 51Q: 3 clusters Score -1370238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1370237.750000 Penalty: 4809.628906
	Iteration 52F: 3 clusters Score -1370238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Entering Unmasked Estep 
Score: -2407267.250000 Penalty: 2535.662842
	Iteration 0F: 2 clusters Score -2407267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2388317.000000 Penalty: 5071.325684
	Iteration 0F: 3 clusters Score -2388317 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2394981.750000 Penalty: 5071.325684
	Iteration 1F: 3 clusters Score -2394982 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2395512.750000 Penalty: 5071.325684
	Iteration 2Q: 3 clusters Score -2395513 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2396069.000000 Penalty: 5071.325684
	Iteration 3Q: 3 clusters Score -2396069 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2396816.750000 Penalty: 5071.325684
	Iteration 4F: 3 clusters Score -2396817 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2397813.750000 Penalty: 5071.325684
	Iteration 5F: 3 clusters Score -2397814 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2399119.750000 Penalty: 5071.325684
	Iteration 6F: 3 clusters Score -2399120 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2400621.000000 Penalty: 5071.325684
	Iteration 7F: 3 clusters Score -2400621 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -2402041.000000 Penalty: 5071.325684
	Iteration 8F: 3 clusters Score -2402041 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2403119.000000 Penalty: 5071.325684
	Iteration 9Q: 3 clusters Score -2403119 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -2403863.500000 Penalty: 5071.325684
	Iteration 10Q: 3 clusters Score -2403864 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2404282.500000 Penalty: 5071.325684
	Iteration 11Q: 3 clusters Score -2404282 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2404534.000000 Penalty: 5071.325684
	Iteration 12Q: 3 clusters Score -2404534 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2404702.750000 Penalty: 5071.325684
	Iteration 13Q: 3 clusters Score -2404703 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2404813.750000 Penalty: 5071.325684
	Iteration 14Q: 3 clusters Score -2404814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -2404895.250000 Penalty: 5071.325684
	Iteration 15Q: 3 clusters Score -2404895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2404956.000000 Penalty: 5071.325684
	Iteration 16Q: 3 clusters Score -2404956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -2405006.000000 Penalty: 5071.325684
	Iteration 17Q: 3 clusters Score -2405006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2405045.750000 Penalty: 5071.325684
	Iteration 18Q: 3 clusters Score -2405046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -2405077.500000 Penalty: 5071.325684
	Iteration 19Q: 3 clusters Score -2405078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2405093.500000 Penalty: 5071.325684
	Iteration 20F: 3 clusters Score -2405094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2405114.500000 Penalty: 5071.325684
	Iteration 21Q: 3 clusters Score -2405114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2405128.000000 Penalty: 5071.325684
	Iteration 22Q: 3 clusters Score -2405128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2405145.500000 Penalty: 5071.325684
	Iteration 23Q: 3 clusters Score -2405146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2405158.500000 Penalty: 5071.325684
	Iteration 24Q: 3 clusters Score -2405158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -2405175.000000 Penalty: 5071.325684
	Iteration 25Q: 3 clusters Score -2405175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2405188.250000 Penalty: 5071.325684
	Iteration 26Q: 3 clusters Score -2405188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2405204.750000 Penalty: 5071.325684
	Iteration 27Q: 3 clusters Score -2405205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -2405221.500000 Penalty: 5071.325684
	Iteration 28Q: 3 clusters Score -2405222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2405235.000000 Penalty: 5071.325684
	Iteration 29Q: 3 clusters Score -2405235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2405241.250000 Penalty: 5071.325684
	Iteration 30Q: 3 clusters Score -2405241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2405250.750000 Penalty: 5071.325684
	Iteration 31Q: 3 clusters Score -2405251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2405260.750000 Penalty: 5071.325684
	Iteration 32Q: 3 clusters Score -2405261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2405264.750000 Penalty: 5071.325684
	Iteration 33Q: 3 clusters Score -2405265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2405273.250000 Penalty: 5071.325684
	Iteration 34Q: 3 clusters Score -2405273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2405278.750000 Penalty: 5071.325684
	Iteration 35Q: 3 clusters Score -2405279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2405284.500000 Penalty: 5071.325684
	Iteration 36Q: 3 clusters Score -2405284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2405292.750000 Penalty: 5071.325684
	Iteration 37Q: 3 clusters Score -2405293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2405294.000000 Penalty: 5071.325684
	Iteration 38Q: 3 clusters Score -2405294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2405295.750000 Penalty: 5071.325684
	Iteration 39Q: 3 clusters Score -2405296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2405302.750000 Penalty: 5071.325684
	Iteration 40F: 3 clusters Score -2405303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2405307.750000 Penalty: 5071.325684
	Iteration 41Q: 3 clusters Score -2405308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2405307.750000 Penalty: 5071.325684
	Iteration 42Q: 3 clusters Score -2405308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -2405308.250000 Penalty: 5071.325684
	Iteration 43Q: 3 clusters Score -2405308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2405307.000000 Penalty: 5071.325684
	Iteration 44Q: 3 clusters Score -2405307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -2405311.250000 Penalty: 5071.325684
	Iteration 45Q: 3 clusters Score -2405311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2405307.250000 Penalty: 5071.325684
	Iteration 46Q: 3 clusters Score -2405307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2405310.000000 Penalty: 5071.325684
	Iteration 47Q: 3 clusters Score -2405310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2405310.000000 Penalty: 5071.325684
	Iteration 48F: 3 clusters Score -2405310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Entering Unmasked Estep 
Score: -572607.812500 Penalty: 2190.119629
	Iteration 0F: 2 clusters Score -572607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -566980.125000 Penalty: 4380.239258
	Iteration 0F: 3 clusters Score -566980.1 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -568482.000000 Penalty: 4380.239258
	Iteration 1F: 3 clusters Score -568482 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -568933.062500 Penalty: 4380.239258
	Iteration 2F: 3 clusters Score -568933.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -569389.812500 Penalty: 4380.239258
	Iteration 3F: 3 clusters Score -569389.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -569898.750000 Penalty: 4380.239258
	Iteration 4F: 3 clusters Score -569898.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -570419.562500 Penalty: 4380.239258
	Iteration 5F: 3 clusters Score -570419.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -570918.062500 Penalty: 4380.239258
	Iteration 6F: 3 clusters Score -570918.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -571295.625000 Penalty: 4380.239258
	Iteration 7F: 3 clusters Score -571295.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -571560.125000 Penalty: 4380.239258
	Iteration 8Q: 3 clusters Score -571560.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -571712.687500 Penalty: 4380.239258
	Iteration 9Q: 3 clusters Score -571712.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -571810.125000 Penalty: 4380.239258
	Iteration 10Q: 3 clusters Score -571810.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -571878.687500 Penalty: 4380.239258
	Iteration 11Q: 3 clusters Score -571878.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -571917.250000 Penalty: 4380.239258
	Iteration 12Q: 3 clusters Score -571917.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -571941.125000 Penalty: 4380.239258
	Iteration 13Q: 3 clusters Score -571941.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -571952.750000 Penalty: 4380.239258
	Iteration 14Q: 3 clusters Score -571952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -571962.250000 Penalty: 4380.239258
	Iteration 15Q: 3 clusters Score -571962.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -571971.187500 Penalty: 4380.239258
	Iteration 16Q: 3 clusters Score -571971.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -571975.562500 Penalty: 4380.239258
	Iteration 17Q: 3 clusters Score -571975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -571979.312500 Penalty: 4380.239258
	Iteration 18Q: 3 clusters Score -571979.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -571982.000000 Penalty: 4380.239258
	Iteration 19Q: 3 clusters Score -571982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -571987.312500 Penalty: 4380.239258
	Iteration 20F: 3 clusters Score -571987.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -571991.000000 Penalty: 4380.239258
	Iteration 21Q: 3 clusters Score -571991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -571992.187500 Penalty: 4380.239258
	Iteration 22Q: 3 clusters Score -571992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -571994.875000 Penalty: 4380.239258
	Iteration 23Q: 3 clusters Score -571994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -571997.062500 Penalty: 4380.239258
	Iteration 24Q: 3 clusters Score -571997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -571997.937500 Penalty: 4380.239258
	Iteration 25Q: 3 clusters Score -571997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -571998.437500 Penalty: 4380.239258
	Iteration 26Q: 3 clusters Score -571998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -571998.687500 Penalty: 4380.239258
	Iteration 27Q: 3 clusters Score -571998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -571999.437500 Penalty: 4380.239258
	Iteration 28Q: 3 clusters Score -571999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -572000.437500 Penalty: 4380.239258
	Iteration 29Q: 3 clusters Score -572000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -572000.250000 Penalty: 4380.239258
	Iteration 30Q: 3 clusters Score -572000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -572001.062500 Penalty: 4380.239258
	Iteration 31Q: 3 clusters Score -572001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -572000.562500 Penalty: 4380.239258
	Iteration 32Q: 3 clusters Score -572000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -572001.500000 Penalty: 4380.239258
	Iteration 33Q: 3 clusters Score -572001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -572002.437500 Penalty: 4380.239258
	Iteration 34Q: 3 clusters Score -572002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -572002.437500 Penalty: 4380.239258
	Iteration 35F: 3 clusters Score -572002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (137992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137992 members 
Entering Unmasked Estep 
Score: -12550929.000000 Penalty: 2935.067871
	Iteration 0F: 2 clusters Score -1.255093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -12458814.000000 Penalty: 5870.135742
	Iteration 0F: 3 clusters Score -1.245881e+07 nChanged 65707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -12496602.000000 Penalty: 5870.135742
	Iteration 1F: 3 clusters Score -1.24966e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -12498137.000000 Penalty: 5870.135742
	Iteration 2Q: 3 clusters Score -1.249814e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -12500279.000000 Penalty: 5870.135742
	Iteration 3Q: 3 clusters Score -1.250028e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -12504480.000000 Penalty: 5870.135742
	Iteration 4F: 3 clusters Score -1.250448e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -12511985.000000 Penalty: 5870.135742
	Iteration 5F: 3 clusters Score -1.251198e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 111793 members 
Entering Unmasked Estep 
Score: -12523234.000000 Penalty: 5870.135742
	Iteration 6F: 3 clusters Score -1.252323e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 123702 members 
Entering Unmasked Estep 
Score: -12535238.000000 Penalty: 5870.135742
	Iteration 7F: 3 clusters Score -1.253524e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 131336 members 
Entering Unmasked Estep 
Score: -12542555.000000 Penalty: 5870.135742
	Iteration 8F: 3 clusters Score -1.254256e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -12545913.000000 Penalty: 5870.135742
	Iteration 9Q: 3 clusters Score -1.254591e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -12547339.000000 Penalty: 5870.135742
	Iteration 10Q: 3 clusters Score -1.254734e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -12547903.000000 Penalty: 5870.135742
	Iteration 11Q: 3 clusters Score -1.25479e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -12548198.000000 Penalty: 5870.135742
	Iteration 12Q: 3 clusters Score -1.25482e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -12548388.000000 Penalty: 5870.135742
	Iteration 13Q: 3 clusters Score -1.254839e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 137437 members 
Entering Unmasked Estep 
Score: -12548467.000000 Penalty: 5870.135742
	Iteration 14Q: 3 clusters Score -1.254847e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -12548515.000000 Penalty: 5870.135742
	Iteration 15Q: 3 clusters Score -1.254852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 137430 members 
Entering Unmasked Estep 
Score: -12548563.000000 Penalty: 5870.135742
	Iteration 16Q: 3 clusters Score -1.254856e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -12548602.000000 Penalty: 5870.135742
	Iteration 17Q: 3 clusters Score -1.25486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -12548626.000000 Penalty: 5870.135742
	Iteration 18Q: 3 clusters Score -1.254863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 137412 members 
Entering Unmasked Estep 
Score: -12548647.000000 Penalty: 5870.135742
	Iteration 19Q: 3 clusters Score -1.254865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -12548651.000000 Penalty: 5870.135742
	Iteration 20F: 3 clusters Score -1.254865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 137401 members 
Entering Unmasked Estep 
Score: -12548670.000000 Penalty: 5870.135742
	Iteration 21Q: 3 clusters Score -1.254867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -12548670.000000 Penalty: 5870.135742
	Iteration 22Q: 3 clusters Score -1.254867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 137394 members 
Entering Unmasked Estep 
Score: -12548684.000000 Penalty: 5870.135742
	Iteration 23Q: 3 clusters Score -1.254868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -12548674.000000 Penalty: 5870.135742
	Iteration 24Q: 3 clusters Score -1.254867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -12548679.000000 Penalty: 5870.135742
	Iteration 25Q: 3 clusters Score -1.254868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -12548682.000000 Penalty: 5870.135742
	Iteration 26Q: 3 clusters Score -1.254868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -12548682.000000 Penalty: 5870.135742
	Iteration 27F: 3 clusters Score -1.254868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Entering Unmasked Estep 
Score: -1333290.750000 Penalty: 2383.160645
	Iteration 0F: 2 clusters Score -1333291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1322574.375000 Penalty: 4766.321289
	Iteration 0F: 3 clusters Score -1322574 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1325990.500000 Penalty: 4766.321289
	Iteration 1F: 3 clusters Score -1325990 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1326455.000000 Penalty: 4766.321289
	Iteration 2F: 3 clusters Score -1326455 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1326943.500000 Penalty: 4766.321289
	Iteration 3F: 3 clusters Score -1326944 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1327509.375000 Penalty: 4766.321289
	Iteration 4F: 3 clusters Score -1327509 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1328235.125000 Penalty: 4766.321289
	Iteration 5F: 3 clusters Score -1328235 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1328994.000000 Penalty: 4766.321289
	Iteration 6F: 3 clusters Score -1328994 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1329744.875000 Penalty: 4766.321289
	Iteration 7F: 3 clusters Score -1329745 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1330376.000000 Penalty: 4766.321289
	Iteration 8F: 3 clusters Score -1330376 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1330874.125000 Penalty: 4766.321289
	Iteration 9Q: 3 clusters Score -1330874 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1331231.250000 Penalty: 4766.321289
	Iteration 10Q: 3 clusters Score -1331231 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1331464.250000 Penalty: 4766.321289
	Iteration 11Q: 3 clusters Score -1331464 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1331645.875000 Penalty: 4766.321289
	Iteration 12Q: 3 clusters Score -1331646 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1331760.125000 Penalty: 4766.321289
	Iteration 13Q: 3 clusters Score -1331760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1331847.250000 Penalty: 4766.321289
	Iteration 14Q: 3 clusters Score -1331847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1331915.875000 Penalty: 4766.321289
	Iteration 15Q: 3 clusters Score -1331916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1331978.875000 Penalty: 4766.321289
	Iteration 16Q: 3 clusters Score -1331979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1332021.750000 Penalty: 4766.321289
	Iteration 17Q: 3 clusters Score -1332022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1332047.625000 Penalty: 4766.321289
	Iteration 18Q: 3 clusters Score -1332048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1332069.000000 Penalty: 4766.321289
	Iteration 19Q: 3 clusters Score -1332069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1332086.750000 Penalty: 4766.321289
	Iteration 20F: 3 clusters Score -1332087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1332098.125000 Penalty: 4766.321289
	Iteration 21Q: 3 clusters Score -1332098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1332107.875000 Penalty: 4766.321289
	Iteration 22Q: 3 clusters Score -1332108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1332113.500000 Penalty: 4766.321289
	Iteration 23Q: 3 clusters Score -1332114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1332123.375000 Penalty: 4766.321289
	Iteration 24Q: 3 clusters Score -1332123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1332133.500000 Penalty: 4766.321289
	Iteration 25Q: 3 clusters Score -1332134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1332139.625000 Penalty: 4766.321289
	Iteration 26Q: 3 clusters Score -1332140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1332145.375000 Penalty: 4766.321289
	Iteration 27Q: 3 clusters Score -1332145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1332152.000000 Penalty: 4766.321289
	Iteration 28Q: 3 clusters Score -1332152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1332157.375000 Penalty: 4766.321289
	Iteration 29Q: 3 clusters Score -1332157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1332166.250000 Penalty: 4766.321289
	Iteration 30Q: 3 clusters Score -1332166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1332167.375000 Penalty: 4766.321289
	Iteration 31Q: 3 clusters Score -1332167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1332170.000000 Penalty: 4766.321289
	Iteration 32Q: 3 clusters Score -1332170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1332172.250000 Penalty: 4766.321289
	Iteration 33Q: 3 clusters Score -1332172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1332173.750000 Penalty: 4766.321289
	Iteration 34Q: 3 clusters Score -1332174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1332174.375000 Penalty: 4766.321289
	Iteration 35Q: 3 clusters Score -1332174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1332178.375000 Penalty: 4766.321289
	Iteration 36Q: 3 clusters Score -1332178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1332181.250000 Penalty: 4766.321289
	Iteration 37Q: 3 clusters Score -1332181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1332184.125000 Penalty: 4766.321289
	Iteration 38Q: 3 clusters Score -1332184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1332189.000000 Penalty: 4766.321289
	Iteration 39Q: 3 clusters Score -1332189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1332189.125000 Penalty: 4766.321289
	Iteration 40F: 3 clusters Score -1332189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1332191.375000 Penalty: 4766.321289
	Iteration 41Q: 3 clusters Score -1332191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1332191.875000 Penalty: 4766.321289
	Iteration 42Q: 3 clusters Score -1332192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1332193.500000 Penalty: 4766.321289
	Iteration 43Q: 3 clusters Score -1332194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1332194.000000 Penalty: 4766.321289
	Iteration 44Q: 3 clusters Score -1332194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1332196.875000 Penalty: 4766.321289
	Iteration 45Q: 3 clusters Score -1332197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1332197.625000 Penalty: 4766.321289
	Iteration 46Q: 3 clusters Score -1332198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1332200.500000 Penalty: 4766.321289
	Iteration 47Q: 3 clusters Score -1332200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1332202.500000 Penalty: 4766.321289
	Iteration 48Q: 3 clusters Score -1332202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1332206.625000 Penalty: 4766.321289
	Iteration 49Q: 3 clusters Score -1332207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1332206.250000 Penalty: 4766.321289
	Iteration 50Q: 3 clusters Score -1332206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1332208.375000 Penalty: 4766.321289
	Iteration 51Q: 3 clusters Score -1332208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1332207.625000 Penalty: 4766.321289
	Iteration 52Q: 3 clusters Score -1332208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1332209.375000 Penalty: 4766.321289
	Iteration 53Q: 3 clusters Score -1332209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1332209.375000 Penalty: 4766.321289
	Iteration 54F: 3 clusters Score -1332209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Entering Unmasked Estep 
Score: -1382784.875000 Penalty: 2403.039551
	Iteration 0F: 2 clusters Score -1382785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1371268.750000 Penalty: 4806.079102
	Iteration 0F: 3 clusters Score -1371269 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1375173.375000 Penalty: 4806.079102
	Iteration 1F: 3 clusters Score -1375173 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1375845.875000 Penalty: 4806.079102
	Iteration 2F: 3 clusters Score -1375846 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1376481.500000 Penalty: 4806.079102
	Iteration 3F: 3 clusters Score -1376482 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1377033.000000 Penalty: 4806.079102
	Iteration 4F: 3 clusters Score -1377033 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1377560.125000 Penalty: 4806.079102
	Iteration 5F: 3 clusters Score -1377560 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1378067.500000 Penalty: 4806.079102
	Iteration 6F: 3 clusters Score -1378068 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1378570.250000 Penalty: 4806.079102
	Iteration 7Q: 3 clusters Score -1378570 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1379025.000000 Penalty: 4806.079102
	Iteration 8Q: 3 clusters Score -1379025 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1379437.500000 Penalty: 4806.079102
	Iteration 9Q: 3 clusters Score -1379438 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1379874.125000 Penalty: 4806.079102
	Iteration 10Q: 3 clusters Score -1379874 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1380231.875000 Penalty: 4806.079102
	Iteration 11Q: 3 clusters Score -1380232 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1380494.625000 Penalty: 4806.079102
	Iteration 12Q: 3 clusters Score -1380495 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1380674.500000 Penalty: 4806.079102
	Iteration 13Q: 3 clusters Score -1380674 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1380784.375000 Penalty: 4806.079102
	Iteration 14Q: 3 clusters Score -1380784 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1380875.000000 Penalty: 4806.079102
	Iteration 15Q: 3 clusters Score -1380875 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1380939.250000 Penalty: 4806.079102
	Iteration 16Q: 3 clusters Score -1380939 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1380993.500000 Penalty: 4806.079102
	Iteration 17Q: 3 clusters Score -1380994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1381040.250000 Penalty: 4806.079102
	Iteration 18Q: 3 clusters Score -1381040 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1381094.375000 Penalty: 4806.079102
	Iteration 19Q: 3 clusters Score -1381094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1381143.000000 Penalty: 4806.079102
	Iteration 20F: 3 clusters Score -1381143 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1381195.250000 Penalty: 4806.079102
	Iteration 21Q: 3 clusters Score -1381195 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1381253.000000 Penalty: 4806.079102
	Iteration 22Q: 3 clusters Score -1381253 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1381302.875000 Penalty: 4806.079102
	Iteration 23Q: 3 clusters Score -1381303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1381336.625000 Penalty: 4806.079102
	Iteration 24Q: 3 clusters Score -1381337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1381366.125000 Penalty: 4806.079102
	Iteration 25Q: 3 clusters Score -1381366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1381384.000000 Penalty: 4806.079102
	Iteration 26Q: 3 clusters Score -1381384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1381397.375000 Penalty: 4806.079102
	Iteration 27Q: 3 clusters Score -1381397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1381416.875000 Penalty: 4806.079102
	Iteration 28Q: 3 clusters Score -1381417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1381434.000000 Penalty: 4806.079102
	Iteration 29Q: 3 clusters Score -1381434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1381448.000000 Penalty: 4806.079102
	Iteration 30Q: 3 clusters Score -1381448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1381467.500000 Penalty: 4806.079102
	Iteration 31Q: 3 clusters Score -1381468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1381478.625000 Penalty: 4806.079102
	Iteration 32Q: 3 clusters Score -1381479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1381495.000000 Penalty: 4806.079102
	Iteration 33Q: 3 clusters Score -1381495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1381517.625000 Penalty: 4806.079102
	Iteration 34Q: 3 clusters Score -1381518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1381529.000000 Penalty: 4806.079102
	Iteration 35Q: 3 clusters Score -1381529 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1381557.375000 Penalty: 4806.079102
	Iteration 36Q: 3 clusters Score -1381557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1381569.500000 Penalty: 4806.079102
	Iteration 37Q: 3 clusters Score -1381570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1381590.875000 Penalty: 4806.079102
	Iteration 38Q: 3 clusters Score -1381591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1381602.625000 Penalty: 4806.079102
	Iteration 39Q: 3 clusters Score -1381603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1381612.875000 Penalty: 4806.079102
	Iteration 40F: 3 clusters Score -1381613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1381632.250000 Penalty: 4806.079102
	Iteration 41Q: 3 clusters Score -1381632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1381644.750000 Penalty: 4806.079102
	Iteration 42Q: 3 clusters Score -1381645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1381670.375000 Penalty: 4806.079102
	Iteration 43Q: 3 clusters Score -1381670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1381681.000000 Penalty: 4806.079102
	Iteration 44Q: 3 clusters Score -1381681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1381688.750000 Penalty: 4806.079102
	Iteration 45Q: 3 clusters Score -1381689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1381708.375000 Penalty: 4806.079102
	Iteration 46Q: 3 clusters Score -1381708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1381717.375000 Penalty: 4806.079102
	Iteration 47Q: 3 clusters Score -1381717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1381728.375000 Penalty: 4806.079102
	Iteration 48Q: 3 clusters Score -1381728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1381737.500000 Penalty: 4806.079102
	Iteration 49Q: 3 clusters Score -1381738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1381742.750000 Penalty: 4806.079102
	Iteration 50Q: 3 clusters Score -1381743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1381749.500000 Penalty: 4806.079102
	Iteration 51Q: 3 clusters Score -1381750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1381748.125000 Penalty: 4806.079102
	Iteration 52Q: 3 clusters Score -1381748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1381747.500000 Penalty: 4806.079102
	Iteration 53Q: 3 clusters Score -1381748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1381750.875000 Penalty: 4806.079102
	Iteration 54Q: 3 clusters Score -1381751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1381753.500000 Penalty: 4806.079102
	Iteration 55Q: 3 clusters Score -1381754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1381752.500000 Penalty: 4806.079102
	Iteration 56Q: 3 clusters Score -1381752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1381753.000000 Penalty: 4806.079102
	Iteration 57Q: 3 clusters Score -1381753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1381754.625000 Penalty: 4806.079102
	Iteration 58Q: 3 clusters Score -1381755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1381755.000000 Penalty: 4806.079102
	Iteration 59Q: 3 clusters Score -1381755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1381755.250000 Penalty: 4806.079102
	Iteration 60F: 3 clusters Score -1381755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1381755.500000 Penalty: 4806.079102
	Iteration 61Q: 3 clusters Score -1381756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1381754.375000 Penalty: 4806.079102
	Iteration 62Q: 3 clusters Score -1381754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1381756.250000 Penalty: 4806.079102
	Iteration 63Q: 3 clusters Score -1381756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1381756.375000 Penalty: 4806.079102
	Iteration 64Q: 3 clusters Score -1381756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1381756.375000 Penalty: 4806.079102
	Iteration 65F: 3 clusters Score -1381756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (117454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117454 members 
Entering Unmasked Estep 
Score: -10526662.000000 Penalty: 2895.103027
	Iteration 0F: 2 clusters Score -1.052666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -10448497.000000 Penalty: 5790.206055
	Iteration 0F: 3 clusters Score -1.04485e+07 nChanged 55866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -10480628.000000 Penalty: 5790.206055
	Iteration 1F: 3 clusters Score -1.048063e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -10481833.000000 Penalty: 5790.206055
	Iteration 2Q: 3 clusters Score -1.048183e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -10483319.000000 Penalty: 5790.206055
	Iteration 3Q: 3 clusters Score -1.048332e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -10485010.000000 Penalty: 5790.206055
	Iteration 4Q: 3 clusters Score -1.048501e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -10487256.000000 Penalty: 5790.206055
	Iteration 5Q: 3 clusters Score -1.048726e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -10490500.000000 Penalty: 5790.206055
	Iteration 6F: 3 clusters Score -1.04905e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -10494990.000000 Penalty: 5790.206055
	Iteration 7F: 3 clusters Score -1.049499e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -10500259.000000 Penalty: 5790.206055
	Iteration 8F: 3 clusters Score -1.050026e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -10504922.000000 Penalty: 5790.206055
	Iteration 9F: 3 clusters Score -1.050492e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -10507485.000000 Penalty: 5790.206055
	Iteration 10Q: 3 clusters Score -1.050748e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -10508574.000000 Penalty: 5790.206055
	Iteration 11Q: 3 clusters Score -1.050857e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -10509169.000000 Penalty: 5790.206055
	Iteration 12Q: 3 clusters Score -1.050917e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -10509568.000000 Penalty: 5790.206055
	Iteration 13Q: 3 clusters Score -1.050957e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -10510069.000000 Penalty: 5790.206055
	Iteration 14Q: 3 clusters Score -1.051007e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -10510609.000000 Penalty: 5790.206055
	Iteration 15Q: 3 clusters Score -1.051061e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -10511316.000000 Penalty: 5790.206055
	Iteration 16Q: 3 clusters Score -1.051132e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -10512054.000000 Penalty: 5790.206055
	Iteration 17Q: 3 clusters Score -1.051205e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -10512574.000000 Penalty: 5790.206055
	Iteration 18Q: 3 clusters Score -1.051257e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -10513150.000000 Penalty: 5790.206055
	Iteration 19Q: 3 clusters Score -1.051315e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -10513822.000000 Penalty: 5790.206055
	Iteration 20F: 3 clusters Score -1.051382e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -10514352.000000 Penalty: 5790.206055
	Iteration 21Q: 3 clusters Score -1.051435e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -10514872.000000 Penalty: 5790.206055
	Iteration 22Q: 3 clusters Score -1.051487e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -10515241.000000 Penalty: 5790.206055
	Iteration 23Q: 3 clusters Score -1.051524e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -10515620.000000 Penalty: 5790.206055
	Iteration 24Q: 3 clusters Score -1.051562e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -10515977.000000 Penalty: 5790.206055
	Iteration 25Q: 3 clusters Score -1.051598e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -10516318.000000 Penalty: 5790.206055
	Iteration 26Q: 3 clusters Score -1.051632e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -10516587.000000 Penalty: 5790.206055
	Iteration 27Q: 3 clusters Score -1.051659e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -10516879.000000 Penalty: 5790.206055
	Iteration 28Q: 3 clusters Score -1.051688e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -10517199.000000 Penalty: 5790.206055
	Iteration 29Q: 3 clusters Score -1.05172e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -10517582.000000 Penalty: 5790.206055
	Iteration 30Q: 3 clusters Score -1.051758e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -10517909.000000 Penalty: 5790.206055
	Iteration 31Q: 3 clusters Score -1.051791e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -10518278.000000 Penalty: 5790.206055
	Iteration 32Q: 3 clusters Score -1.051828e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -10518609.000000 Penalty: 5790.206055
	Iteration 33Q: 3 clusters Score -1.051861e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -10518901.000000 Penalty: 5790.206055
	Iteration 34Q: 3 clusters Score -1.05189e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -10519245.000000 Penalty: 5790.206055
	Iteration 35Q: 3 clusters Score -1.051924e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -10519624.000000 Penalty: 5790.206055
	Iteration 36Q: 3 clusters Score -1.051962e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -10519896.000000 Penalty: 5790.206055
	Iteration 37Q: 3 clusters Score -1.05199e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -10520177.000000 Penalty: 5790.206055
	Iteration 38Q: 3 clusters Score -1.052018e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -10520425.000000 Penalty: 5790.206055
	Iteration 39Q: 3 clusters Score -1.052042e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -10520702.000000 Penalty: 5790.206055
	Iteration 40F: 3 clusters Score -1.05207e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -10521002.000000 Penalty: 5790.206055
	Iteration 41Q: 3 clusters Score -1.0521e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 108056 members 
Entering Unmasked Estep 
Score: -10521282.000000 Penalty: 5790.206055
	Iteration 42Q: 3 clusters Score -1.052128e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -10521512.000000 Penalty: 5790.206055
	Iteration 43Q: 3 clusters Score -1.052151e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 109673 members 
Entering Unmasked Estep 
Score: -10521789.000000 Penalty: 5790.206055
	Iteration 44Q: 3 clusters Score -1.052179e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -10522042.000000 Penalty: 5790.206055
	Iteration 45Q: 3 clusters Score -1.052204e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -10522287.000000 Penalty: 5790.206055
	Iteration 46Q: 3 clusters Score -1.052229e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 111729 members 
Entering Unmasked Estep 
Score: -10522523.000000 Penalty: 5790.206055
	Iteration 47Q: 3 clusters Score -1.052252e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -10522690.000000 Penalty: 5790.206055
	Iteration 48Q: 3 clusters Score -1.052269e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -10522921.000000 Penalty: 5790.206055
	Iteration 49Q: 3 clusters Score -1.052292e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -10523080.000000 Penalty: 5790.206055
	Iteration 50Q: 3 clusters Score -1.052308e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -10523246.000000 Penalty: 5790.206055
	Iteration 51Q: 3 clusters Score -1.052325e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -10523388.000000 Penalty: 5790.206055
	Iteration 52Q: 3 clusters Score -1.052339e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -10523531.000000 Penalty: 5790.206055
	Iteration 53Q: 3 clusters Score -1.052353e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -10523609.000000 Penalty: 5790.206055
	Iteration 54Q: 3 clusters Score -1.052361e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -10523705.000000 Penalty: 5790.206055
	Iteration 55Q: 3 clusters Score -1.05237e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -10523788.000000 Penalty: 5790.206055
	Iteration 56Q: 3 clusters Score -1.052379e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -10523828.000000 Penalty: 5790.206055
	Iteration 57Q: 3 clusters Score -1.052383e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -10523870.000000 Penalty: 5790.206055
	Iteration 58Q: 3 clusters Score -1.052387e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -10523888.000000 Penalty: 5790.206055
	Iteration 59Q: 3 clusters Score -1.052389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -10523914.000000 Penalty: 5790.206055
	Iteration 60F: 3 clusters Score -1.052391e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -10523932.000000 Penalty: 5790.206055
	Iteration 61Q: 3 clusters Score -1.052393e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -10523958.000000 Penalty: 5790.206055
	Iteration 62Q: 3 clusters Score -1.052396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -10523991.000000 Penalty: 5790.206055
	Iteration 63Q: 3 clusters Score -1.052399e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -10524013.000000 Penalty: 5790.206055
	Iteration 64Q: 3 clusters Score -1.052401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -10524009.000000 Penalty: 5790.206055
	Iteration 65Q: 3 clusters Score -1.052401e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -10524031.000000 Penalty: 5790.206055
	Iteration 66Q: 3 clusters Score -1.052403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -10524039.000000 Penalty: 5790.206055
	Iteration 67Q: 3 clusters Score -1.052404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -10524033.000000 Penalty: 5790.206055
	Iteration 68Q: 3 clusters Score -1.052403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -10524051.000000 Penalty: 5790.206055
	Iteration 69Q: 3 clusters Score -1.052405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -10524067.000000 Penalty: 5790.206055
	Iteration 70Q: 3 clusters Score -1.052407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -10524073.000000 Penalty: 5790.206055
	Iteration 71Q: 3 clusters Score -1.052407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 115981 members 
Entering Unmasked Estep 
Score: -10524076.000000 Penalty: 5790.206055
	Iteration 72Q: 3 clusters Score -1.052408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -10524084.000000 Penalty: 5790.206055
	Iteration 73Q: 3 clusters Score -1.052408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -10524097.000000 Penalty: 5790.206055
	Iteration 74Q: 3 clusters Score -1.05241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -10524111.000000 Penalty: 5790.206055
	Iteration 75Q: 3 clusters Score -1.052411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -10524126.000000 Penalty: 5790.206055
	Iteration 76Q: 3 clusters Score -1.052413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -10524131.000000 Penalty: 5790.206055
	Iteration 77Q: 3 clusters Score -1.052413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -10524129.000000 Penalty: 5790.206055
	Iteration 78Q: 3 clusters Score -1.052413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -10524140.000000 Penalty: 5790.206055
	Iteration 79Q: 3 clusters Score -1.052414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -10524154.000000 Penalty: 5790.206055
	Iteration 80F: 3 clusters Score -1.052415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -10524164.000000 Penalty: 5790.206055
	Iteration 81Q: 3 clusters Score -1.052416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -10524154.000000 Penalty: 5790.206055
	Iteration 82Q: 3 clusters Score -1.052415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -10524151.000000 Penalty: 5790.206055
	Iteration 83Q: 3 clusters Score -1.052415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -10524150.000000 Penalty: 5790.206055
	Iteration 84Q: 3 clusters Score -1.052415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -10524150.000000 Penalty: 5790.206055
	Iteration 85Q: 3 clusters Score -1.052415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 116173 members 
Entering Unmasked Estep 
Score: -10524159.000000 Penalty: 5790.206055
	Iteration 86Q: 3 clusters Score -1.052416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 116179 members 
Entering Unmasked Estep 
Score: -10524161.000000 Penalty: 5790.206055
	Iteration 87Q: 3 clusters Score -1.052416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -10524169.000000 Penalty: 5790.206055
	Iteration 88Q: 3 clusters Score -1.052417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -10524185.000000 Penalty: 5790.206055
	Iteration 89Q: 3 clusters Score -1.052418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -10524167.000000 Penalty: 5790.206055
	Iteration 90Q: 3 clusters Score -1.052417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -10524177.000000 Penalty: 5790.206055
	Iteration 91Q: 3 clusters Score -1.052418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -10524196.000000 Penalty: 5790.206055
	Iteration 92Q: 3 clusters Score -1.05242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -10524187.000000 Penalty: 5790.206055
	Iteration 93Q: 3 clusters Score -1.052419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -10524193.000000 Penalty: 5790.206055
	Iteration 94Q: 3 clusters Score -1.052419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -10524193.000000 Penalty: 5790.206055
	Iteration 95Q: 3 clusters Score -1.052419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -10524193.000000 Penalty: 5790.206055
	Iteration 96Q: 3 clusters Score -1.052419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -10524196.000000 Penalty: 5790.206055
	Iteration 97Q: 3 clusters Score -1.05242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -10524189.000000 Penalty: 5790.206055
	Iteration 98Q: 3 clusters Score -1.052419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -10524192.000000 Penalty: 5790.206055
	Iteration 99Q: 3 clusters Score -1.052419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -10524192.000000 Penalty: 5790.206055
	Iteration 100F: 3 clusters Score -1.052419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -229780.515625 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -229780.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -226616.375000 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -226616.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -227233.328125 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -227233.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -227407.421875 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -227407.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -227504.218750 Penalty: 3952.458252
	Iteration 3F: 3 clusters Score -227504.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -227557.796875 Penalty: 3952.458252
	Iteration 4Q: 3 clusters Score -227557.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -227599.656250 Penalty: 3952.458252
	Iteration 5Q: 3 clusters Score -227599.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -227628.968750 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -227629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -227651.921875 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -227651.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -227670.343750 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -227670.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -227689.671875 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -227689.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -227712.765625 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -227712.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -227743.062500 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -227743.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -227788.500000 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -227788.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -227830.718750 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -227830.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -227871.562500 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -227871.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -227930.531250 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -227930.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -227993.265625 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -227993.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -228075.515625 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -228075.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -228166.703125 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -228166.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -228265.703125 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -228265.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -228396.140625 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -228396.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -228513.593750 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -228513.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -228606.609375 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -228606.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -228670.937500 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -228670.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -228705.484375 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -228705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -228739.093750 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -228739.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -228762.281250 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -228762.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -228774.359375 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -228774.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -228789.125000 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -228789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -228799.890625 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -228799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -228803.328125 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -228803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -228805.031250 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -228805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -228806.312500 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -228806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -228810.375000 Penalty: 3952.458252
	Iteration 33Q: 3 clusters Score -228810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -228809.906250 Penalty: 3952.458252
	Iteration 34Q: 3 clusters Score -228809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -228809.906250 Penalty: 3952.458252
	Iteration 35F: 3 clusters Score -228809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Entering Unmasked Estep 
Score: -1700985.125000 Penalty: 2449.544434
	Iteration 0F: 2 clusters Score -1700985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1687133.375000 Penalty: 4899.088867
	Iteration 0F: 3 clusters Score -1687133 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1691760.375000 Penalty: 4899.088867
	Iteration 1F: 3 clusters Score -1691760 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1692148.125000 Penalty: 4899.088867
	Iteration 2F: 3 clusters Score -1692148 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1692557.625000 Penalty: 4899.088867
	Iteration 3Q: 3 clusters Score -1692558 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1693068.375000 Penalty: 4899.088867
	Iteration 4F: 3 clusters Score -1693068 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1693714.000000 Penalty: 4899.088867
	Iteration 5F: 3 clusters Score -1693714 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1694491.375000 Penalty: 4899.088867
	Iteration 6F: 3 clusters Score -1694491 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1695342.750000 Penalty: 4899.088867
	Iteration 7F: 3 clusters Score -1695343 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1696132.250000 Penalty: 4899.088867
	Iteration 8F: 3 clusters Score -1696132 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1696744.750000 Penalty: 4899.088867
	Iteration 9Q: 3 clusters Score -1696745 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1697187.625000 Penalty: 4899.088867
	Iteration 10Q: 3 clusters Score -1697188 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1697498.000000 Penalty: 4899.088867
	Iteration 11Q: 3 clusters Score -1697498 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1697722.500000 Penalty: 4899.088867
	Iteration 12Q: 3 clusters Score -1697722 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1697880.250000 Penalty: 4899.088867
	Iteration 13Q: 3 clusters Score -1697880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1698006.750000 Penalty: 4899.088867
	Iteration 14Q: 3 clusters Score -1698007 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1698124.875000 Penalty: 4899.088867
	Iteration 15Q: 3 clusters Score -1698125 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1698223.750000 Penalty: 4899.088867
	Iteration 16Q: 3 clusters Score -1698224 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1698306.500000 Penalty: 4899.088867
	Iteration 17Q: 3 clusters Score -1698306 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1698377.125000 Penalty: 4899.088867
	Iteration 18Q: 3 clusters Score -1698377 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1698440.500000 Penalty: 4899.088867
	Iteration 19Q: 3 clusters Score -1698440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1698485.750000 Penalty: 4899.088867
	Iteration 20F: 3 clusters Score -1698486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1698541.500000 Penalty: 4899.088867
	Iteration 21Q: 3 clusters Score -1698542 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1698581.375000 Penalty: 4899.088867
	Iteration 22Q: 3 clusters Score -1698581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1698622.875000 Penalty: 4899.088867
	Iteration 23Q: 3 clusters Score -1698623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1698659.625000 Penalty: 4899.088867
	Iteration 24Q: 3 clusters Score -1698660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1698698.000000 Penalty: 4899.088867
	Iteration 25Q: 3 clusters Score -1698698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1698727.500000 Penalty: 4899.088867
	Iteration 26Q: 3 clusters Score -1698728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1698766.250000 Penalty: 4899.088867
	Iteration 27Q: 3 clusters Score -1698766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1698793.250000 Penalty: 4899.088867
	Iteration 28Q: 3 clusters Score -1698793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1698821.125000 Penalty: 4899.088867
	Iteration 29Q: 3 clusters Score -1698821 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1698846.500000 Penalty: 4899.088867
	Iteration 30Q: 3 clusters Score -1698846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1698872.750000 Penalty: 4899.088867
	Iteration 31Q: 3 clusters Score -1698873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1698900.500000 Penalty: 4899.088867
	Iteration 32Q: 3 clusters Score -1698900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1698926.875000 Penalty: 4899.088867
	Iteration 33Q: 3 clusters Score -1698927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1698947.500000 Penalty: 4899.088867
	Iteration 34Q: 3 clusters Score -1698948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1698961.500000 Penalty: 4899.088867
	Iteration 35Q: 3 clusters Score -1698962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1698972.500000 Penalty: 4899.088867
	Iteration 36Q: 3 clusters Score -1698972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1698988.125000 Penalty: 4899.088867
	Iteration 37Q: 3 clusters Score -1698988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1699000.500000 Penalty: 4899.088867
	Iteration 38Q: 3 clusters Score -1699000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1699008.000000 Penalty: 4899.088867
	Iteration 39Q: 3 clusters Score -1699008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1699011.250000 Penalty: 4899.088867
	Iteration 40F: 3 clusters Score -1699011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1699024.125000 Penalty: 4899.088867
	Iteration 41Q: 3 clusters Score -1699024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1699032.125000 Penalty: 4899.088867
	Iteration 42Q: 3 clusters Score -1699032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1699041.625000 Penalty: 4899.088867
	Iteration 43Q: 3 clusters Score -1699042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1699051.625000 Penalty: 4899.088867
	Iteration 44Q: 3 clusters Score -1699052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1699056.000000 Penalty: 4899.088867
	Iteration 45Q: 3 clusters Score -1699056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1699060.250000 Penalty: 4899.088867
	Iteration 46Q: 3 clusters Score -1699060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1699064.375000 Penalty: 4899.088867
	Iteration 47Q: 3 clusters Score -1699064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1699067.375000 Penalty: 4899.088867
	Iteration 48Q: 3 clusters Score -1699067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1699072.750000 Penalty: 4899.088867
	Iteration 49Q: 3 clusters Score -1699073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1699076.625000 Penalty: 4899.088867
	Iteration 50Q: 3 clusters Score -1699077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1699075.500000 Penalty: 4899.088867
	Iteration 51Q: 3 clusters Score -1699076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1699075.125000 Penalty: 4899.088867
	Iteration 52Q: 3 clusters Score -1699075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1699076.500000 Penalty: 4899.088867
	Iteration 53Q: 3 clusters Score -1699076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1699079.750000 Penalty: 4899.088867
	Iteration 54Q: 3 clusters Score -1699080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1699085.500000 Penalty: 4899.088867
	Iteration 55Q: 3 clusters Score -1699086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1699088.125000 Penalty: 4899.088867
	Iteration 56Q: 3 clusters Score -1699088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1699087.125000 Penalty: 4899.088867
	Iteration 57Q: 3 clusters Score -1699087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1699085.375000 Penalty: 4899.088867
	Iteration 58Q: 3 clusters Score -1699085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1699086.125000 Penalty: 4899.088867
	Iteration 59Q: 3 clusters Score -1699086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1699087.625000 Penalty: 4899.088867
	Iteration 60F: 3 clusters Score -1699088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1699087.750000 Penalty: 4899.088867
	Iteration 61Q: 3 clusters Score -1699088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1699085.250000 Penalty: 4899.088867
	Iteration 62Q: 3 clusters Score -1699085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1699088.000000 Penalty: 4899.088867
	Iteration 63Q: 3 clusters Score -1699088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1699087.750000 Penalty: 4899.088867
	Iteration 64Q: 3 clusters Score -1699088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1699090.125000 Penalty: 4899.088867
	Iteration 65Q: 3 clusters Score -1699090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1699088.125000 Penalty: 4899.088867
	Iteration 66Q: 3 clusters Score -1699088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1699090.500000 Penalty: 4899.088867
	Iteration 67Q: 3 clusters Score -1699090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1699091.250000 Penalty: 4899.088867
	Iteration 68Q: 3 clusters Score -1699091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1699092.500000 Penalty: 4899.088867
	Iteration 69Q: 3 clusters Score -1699092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1699097.625000 Penalty: 4899.088867
	Iteration 70Q: 3 clusters Score -1699098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1699102.875000 Penalty: 4899.088867
	Iteration 71Q: 3 clusters Score -1699103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1699109.750000 Penalty: 4899.088867
	Iteration 72Q: 3 clusters Score -1699110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1699108.000000 Penalty: 4899.088867
	Iteration 73Q: 3 clusters Score -1699108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1699110.250000 Penalty: 4899.088867
	Iteration 74Q: 3 clusters Score -1699110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1699111.125000 Penalty: 4899.088867
	Iteration 75Q: 3 clusters Score -1699111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1699115.375000 Penalty: 4899.088867
	Iteration 76Q: 3 clusters Score -1699115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1699116.375000 Penalty: 4899.088867
	Iteration 77Q: 3 clusters Score -1699116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1699121.375000 Penalty: 4899.088867
	Iteration 78Q: 3 clusters Score -1699121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1699126.000000 Penalty: 4899.088867
	Iteration 79Q: 3 clusters Score -1699126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1699128.500000 Penalty: 4899.088867
	Iteration 80F: 3 clusters Score -1699128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1699132.375000 Penalty: 4899.088867
	Iteration 81Q: 3 clusters Score -1699132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1699133.750000 Penalty: 4899.088867
	Iteration 82Q: 3 clusters Score -1699134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1699135.250000 Penalty: 4899.088867
	Iteration 83Q: 3 clusters Score -1699135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1699137.125000 Penalty: 4899.088867
	Iteration 84Q: 3 clusters Score -1699137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1699143.375000 Penalty: 4899.088867
	Iteration 85Q: 3 clusters Score -1699143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1699143.750000 Penalty: 4899.088867
	Iteration 86Q: 3 clusters Score -1699144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1699140.625000 Penalty: 4899.088867
	Iteration 87Q: 3 clusters Score -1699141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1699145.875000 Penalty: 4899.088867
	Iteration 88Q: 3 clusters Score -1699146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1699147.375000 Penalty: 4899.088867
	Iteration 89Q: 3 clusters Score -1699147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1699147.375000 Penalty: 4899.088867
	Iteration 90F: 3 clusters Score -1699147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Entering Unmasked Estep 
Score: -3525396.250000 Penalty: 2625.573242
	Iteration 0F: 2 clusters Score -3525396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3498464.250000 Penalty: 5251.146484
	Iteration 0F: 3 clusters Score -3498464 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3508459.750000 Penalty: 5251.146484
	Iteration 1F: 3 clusters Score -3508460 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3509069.250000 Penalty: 5251.146484
	Iteration 2Q: 3 clusters Score -3509069 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3509872.000000 Penalty: 5251.146484
	Iteration 3Q: 3 clusters Score -3509872 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3510963.750000 Penalty: 5251.146484
	Iteration 4F: 3 clusters Score -3510964 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3512465.750000 Penalty: 5251.146484
	Iteration 5F: 3 clusters Score -3512466 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3514542.000000 Penalty: 5251.146484
	Iteration 6F: 3 clusters Score -3514542 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3517043.000000 Penalty: 5251.146484
	Iteration 7F: 3 clusters Score -3517043 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -3519417.500000 Penalty: 5251.146484
	Iteration 8F: 3 clusters Score -3519418 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -3521022.250000 Penalty: 5251.146484
	Iteration 9Q: 3 clusters Score -3521022 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -3521915.750000 Penalty: 5251.146484
	Iteration 10Q: 3 clusters Score -3521916 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3522395.750000 Penalty: 5251.146484
	Iteration 11Q: 3 clusters Score -3522396 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -3522666.250000 Penalty: 5251.146484
	Iteration 12Q: 3 clusters Score -3522666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -3522803.750000 Penalty: 5251.146484
	Iteration 13Q: 3 clusters Score -3522804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -3522920.000000 Penalty: 5251.146484
	Iteration 14Q: 3 clusters Score -3522920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -3522975.750000 Penalty: 5251.146484
	Iteration 15Q: 3 clusters Score -3522976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -3523023.250000 Penalty: 5251.146484
	Iteration 16Q: 3 clusters Score -3523023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -3523062.750000 Penalty: 5251.146484
	Iteration 17Q: 3 clusters Score -3523063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -3523087.500000 Penalty: 5251.146484
	Iteration 18Q: 3 clusters Score -3523088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -3523104.250000 Penalty: 5251.146484
	Iteration 19Q: 3 clusters Score -3523104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -3523114.500000 Penalty: 5251.146484
	Iteration 20F: 3 clusters Score -3523114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -3523122.250000 Penalty: 5251.146484
	Iteration 21Q: 3 clusters Score -3523122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -3523129.000000 Penalty: 5251.146484
	Iteration 22Q: 3 clusters Score -3523129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -3523134.000000 Penalty: 5251.146484
	Iteration 23Q: 3 clusters Score -3523134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3523129.750000 Penalty: 5251.146484
	Iteration 24Q: 3 clusters Score -3523130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -3523130.750000 Penalty: 5251.146484
	Iteration 25Q: 3 clusters Score -3523131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -3523127.250000 Penalty: 5251.146484
	Iteration 26Q: 3 clusters Score -3523127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -3523133.000000 Penalty: 5251.146484
	Iteration 27Q: 3 clusters Score -3523133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -3523133.750000 Penalty: 5251.146484
	Iteration 28Q: 3 clusters Score -3523134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -3523135.000000 Penalty: 5251.146484
	Iteration 29Q: 3 clusters Score -3523135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -3523135.000000 Penalty: 5251.146484
	Iteration 30F: 3 clusters Score -3523135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Entering Unmasked Estep 
Score: -1926255.625000 Penalty: 2482.727051
	Iteration 0F: 2 clusters Score -1926256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1910703.125000 Penalty: 4965.454102
	Iteration 0F: 3 clusters Score -1910703 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1915989.500000 Penalty: 4965.454102
	Iteration 1F: 3 clusters Score -1915990 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1916376.250000 Penalty: 4965.454102
	Iteration 2F: 3 clusters Score -1916376 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1916695.875000 Penalty: 4965.454102
	Iteration 3Q: 3 clusters Score -1916696 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1917063.875000 Penalty: 4965.454102
	Iteration 4Q: 3 clusters Score -1917064 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1917500.500000 Penalty: 4965.454102
	Iteration 5Q: 3 clusters Score -1917500 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1918087.250000 Penalty: 4965.454102
	Iteration 6Q: 3 clusters Score -1918087 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1918868.500000 Penalty: 4965.454102
	Iteration 7F: 3 clusters Score -1918868 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1919856.750000 Penalty: 4965.454102
	Iteration 8F: 3 clusters Score -1919857 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1920974.125000 Penalty: 4965.454102
	Iteration 9F: 3 clusters Score -1920974 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1921963.625000 Penalty: 4965.454102
	Iteration 10F: 3 clusters Score -1921964 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1922688.250000 Penalty: 4965.454102
	Iteration 11Q: 3 clusters Score -1922688 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1923229.375000 Penalty: 4965.454102
	Iteration 12Q: 3 clusters Score -1923229 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1923566.000000 Penalty: 4965.454102
	Iteration 13Q: 3 clusters Score -1923566 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -1923768.875000 Penalty: 4965.454102
	Iteration 14Q: 3 clusters Score -1923769 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1923888.875000 Penalty: 4965.454102
	Iteration 15Q: 3 clusters Score -1923889 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -1923961.125000 Penalty: 4965.454102
	Iteration 16Q: 3 clusters Score -1923961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1924007.500000 Penalty: 4965.454102
	Iteration 17Q: 3 clusters Score -1924008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -1924045.750000 Penalty: 4965.454102
	Iteration 18Q: 3 clusters Score -1924046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1924076.875000 Penalty: 4965.454102
	Iteration 19Q: 3 clusters Score -1924077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -1924110.250000 Penalty: 4965.454102
	Iteration 20F: 3 clusters Score -1924110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -1924117.375000 Penalty: 4965.454102
	Iteration 21Q: 3 clusters Score -1924117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -1924127.500000 Penalty: 4965.454102
	Iteration 22Q: 3 clusters Score -1924128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -1924130.625000 Penalty: 4965.454102
	Iteration 23Q: 3 clusters Score -1924131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1924137.375000 Penalty: 4965.454102
	Iteration 24Q: 3 clusters Score -1924137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -1924141.000000 Penalty: 4965.454102
	Iteration 25Q: 3 clusters Score -1924141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -1924138.750000 Penalty: 4965.454102
	Iteration 26Q: 3 clusters Score -1924139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -1924145.000000 Penalty: 4965.454102
	Iteration 27Q: 3 clusters Score -1924145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1924146.875000 Penalty: 4965.454102
	Iteration 28Q: 3 clusters Score -1924147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -1924148.000000 Penalty: 4965.454102
	Iteration 29Q: 3 clusters Score -1924148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -1924148.000000 Penalty: 4965.454102
	Iteration 30F: 3 clusters Score -1924148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -285031.468750 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -285031.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -281438.031250 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -281438 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -282260.500000 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -282260.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -282520.781250 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -282520.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -282734.375000 Penalty: 4046.624023
	Iteration 3F: 3 clusters Score -282734.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -282912.562500 Penalty: 4046.624023
	Iteration 4F: 3 clusters Score -282912.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -283105.375000 Penalty: 4046.624023
	Iteration 5F: 3 clusters Score -283105.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -283232.062500 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -283232.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -283328.031250 Penalty: 4046.624023
	Iteration 7Q: 3 clusters Score -283328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -283405.718750 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -283405.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -283479.687500 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -283479.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -283547.218750 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -283547.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -283620.156250 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -283620.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -283686.718750 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -283686.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -283748.750000 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -283748.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -283783.062500 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -283783.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -283814.875000 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -283814.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -283847.750000 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -283847.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -283878.562500 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -283878.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -283908.625000 Penalty: 4046.624023
	Iteration 18Q: 3 clusters Score -283908.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -283939.093750 Penalty: 4046.624023
	Iteration 19Q: 3 clusters Score -283939.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -283968.187500 Penalty: 4046.624023
	Iteration 20F: 3 clusters Score -283968.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -283992.125000 Penalty: 4046.624023
	Iteration 21Q: 3 clusters Score -283992.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -284021.968750 Penalty: 4046.624023
	Iteration 22Q: 3 clusters Score -284022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -284042.500000 Penalty: 4046.624023
	Iteration 23Q: 3 clusters Score -284042.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -284053.718750 Penalty: 4046.624023
	Iteration 24Q: 3 clusters Score -284053.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -284063.000000 Penalty: 4046.624023
	Iteration 25Q: 3 clusters Score -284063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -284071.687500 Penalty: 4046.624023
	Iteration 26Q: 3 clusters Score -284071.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -284079.156250 Penalty: 4046.624023
	Iteration 27Q: 3 clusters Score -284079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -284085.187500 Penalty: 4046.624023
	Iteration 28Q: 3 clusters Score -284085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -284089.781250 Penalty: 4046.624023
	Iteration 29Q: 3 clusters Score -284089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -284093.593750 Penalty: 4046.624023
	Iteration 30Q: 3 clusters Score -284093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -284095.375000 Penalty: 4046.624023
	Iteration 31Q: 3 clusters Score -284095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -284097.625000 Penalty: 4046.624023
	Iteration 32Q: 3 clusters Score -284097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -284099.062500 Penalty: 4046.624023
	Iteration 33Q: 3 clusters Score -284099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -284102.281250 Penalty: 4046.624023
	Iteration 34Q: 3 clusters Score -284102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -284104.687500 Penalty: 4046.624023
	Iteration 35Q: 3 clusters Score -284104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -284108.000000 Penalty: 4046.624023
	Iteration 36Q: 3 clusters Score -284108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -284109.031250 Penalty: 4046.624023
	Iteration 37Q: 3 clusters Score -284109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -284109.906250 Penalty: 4046.624023
	Iteration 38Q: 3 clusters Score -284109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -284110.593750 Penalty: 4046.624023
	Iteration 39Q: 3 clusters Score -284110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -284110.625000 Penalty: 4046.624023
	Iteration 40F: 3 clusters Score -284110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -284111.781250 Penalty: 4046.624023
	Iteration 41Q: 3 clusters Score -284111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -284112.468750 Penalty: 4046.624023
	Iteration 42Q: 3 clusters Score -284112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -284112.562500 Penalty: 4046.624023
	Iteration 43Q: 3 clusters Score -284112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -284112.593750 Penalty: 4046.624023
	Iteration 44Q: 3 clusters Score -284112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -284112.593750 Penalty: 4046.624023
	Iteration 45F: 3 clusters Score -284112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -504706.031250 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -504706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -499565.656250 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -499565.7 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -500787.031250 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -500787 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -501067.687500 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -501067.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -501250.031250 Penalty: 4318.419434
	Iteration 3F: 3 clusters Score -501250 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -501369.093750 Penalty: 4318.419434
	Iteration 4Q: 3 clusters Score -501369.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -501466.625000 Penalty: 4318.419434
	Iteration 5Q: 3 clusters Score -501466.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -501537.000000 Penalty: 4318.419434
	Iteration 6Q: 3 clusters Score -501537 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -501596.843750 Penalty: 4318.419434
	Iteration 7Q: 3 clusters Score -501596.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -501653.312500 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -501653.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -501702.406250 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -501702.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -501747.875000 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -501747.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -501800.125000 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -501800.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501841.968750 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -501842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -501895.875000 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -501895.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -501956.281250 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -501956.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -502017.656250 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -502017.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -502101.156250 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -502101.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -502177.562500 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -502177.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -502258.875000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -502258.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -502328.468750 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -502328.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -502398.750000 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -502398.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -502454.812500 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -502454.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -502503.843750 Penalty: 4318.419434
	Iteration 22Q: 3 clusters Score -502503.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -502570.687500 Penalty: 4318.419434
	Iteration 23Q: 3 clusters Score -502570.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -502642.875000 Penalty: 4318.419434
	Iteration 24Q: 3 clusters Score -502642.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -502686.156250 Penalty: 4318.419434
	Iteration 25Q: 3 clusters Score -502686.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -502726.562500 Penalty: 4318.419434
	Iteration 26Q: 3 clusters Score -502726.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -502763.312500 Penalty: 4318.419434
	Iteration 27Q: 3 clusters Score -502763.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -502799.531250 Penalty: 4318.419434
	Iteration 28Q: 3 clusters Score -502799.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -502829.343750 Penalty: 4318.419434
	Iteration 29Q: 3 clusters Score -502829.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -502860.562500 Penalty: 4318.419434
	Iteration 30Q: 3 clusters Score -502860.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -502883.906250 Penalty: 4318.419434
	Iteration 31Q: 3 clusters Score -502883.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -502897.687500 Penalty: 4318.419434
	Iteration 32Q: 3 clusters Score -502897.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -502911.531250 Penalty: 4318.419434
	Iteration 33Q: 3 clusters Score -502911.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -502931.125000 Penalty: 4318.419434
	Iteration 34Q: 3 clusters Score -502931.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -502950.281250 Penalty: 4318.419434
	Iteration 35Q: 3 clusters Score -502950.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -502967.468750 Penalty: 4318.419434
	Iteration 36Q: 3 clusters Score -502967.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -502982.750000 Penalty: 4318.419434
	Iteration 37Q: 3 clusters Score -502982.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -502998.000000 Penalty: 4318.419434
	Iteration 38Q: 3 clusters Score -502998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -503018.812500 Penalty: 4318.419434
	Iteration 39Q: 3 clusters Score -503018.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -503034.281250 Penalty: 4318.419434
	Iteration 40F: 3 clusters Score -503034.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -503051.375000 Penalty: 4318.419434
	Iteration 41Q: 3 clusters Score -503051.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -503072.406250 Penalty: 4318.419434
	Iteration 42Q: 3 clusters Score -503072.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -503095.062500 Penalty: 4318.419434
	Iteration 43Q: 3 clusters Score -503095.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -503109.437500 Penalty: 4318.419434
	Iteration 44Q: 3 clusters Score -503109.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -503122.937500 Penalty: 4318.419434
	Iteration 45Q: 3 clusters Score -503122.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -503133.000000 Penalty: 4318.419434
	Iteration 46Q: 3 clusters Score -503133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -503138.375000 Penalty: 4318.419434
	Iteration 47Q: 3 clusters Score -503138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -503142.406250 Penalty: 4318.419434
	Iteration 48Q: 3 clusters Score -503142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -503144.593750 Penalty: 4318.419434
	Iteration 49Q: 3 clusters Score -503144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -503150.500000 Penalty: 4318.419434
	Iteration 50Q: 3 clusters Score -503150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -503155.218750 Penalty: 4318.419434
	Iteration 51Q: 3 clusters Score -503155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -503159.593750 Penalty: 4318.419434
	Iteration 52Q: 3 clusters Score -503159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -503164.218750 Penalty: 4318.419434
	Iteration 53Q: 3 clusters Score -503164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -503169.718750 Penalty: 4318.419434
	Iteration 54Q: 3 clusters Score -503169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -503172.218750 Penalty: 4318.419434
	Iteration 55Q: 3 clusters Score -503172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -503176.156250 Penalty: 4318.419434
	Iteration 56Q: 3 clusters Score -503176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -503182.187500 Penalty: 4318.419434
	Iteration 57Q: 3 clusters Score -503182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -503181.750000 Penalty: 4318.419434
	Iteration 58Q: 3 clusters Score -503181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -503183.312500 Penalty: 4318.419434
	Iteration 59Q: 3 clusters Score -503183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -503185.750000 Penalty: 4318.419434
	Iteration 60F: 3 clusters Score -503185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -503186.625000 Penalty: 4318.419434
	Iteration 61Q: 3 clusters Score -503186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -503187.437500 Penalty: 4318.419434
	Iteration 62Q: 3 clusters Score -503187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -503189.281250 Penalty: 4318.419434
	Iteration 63Q: 3 clusters Score -503189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -503190.750000 Penalty: 4318.419434
	Iteration 64Q: 3 clusters Score -503190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -503194.218750 Penalty: 4318.419434
	Iteration 65Q: 3 clusters Score -503194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -503195.531250 Penalty: 4318.419434
	Iteration 66Q: 3 clusters Score -503195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -503197.937500 Penalty: 4318.419434
	Iteration 67Q: 3 clusters Score -503197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -503201.437500 Penalty: 4318.419434
	Iteration 68Q: 3 clusters Score -503201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -503204.000000 Penalty: 4318.419434
	Iteration 69Q: 3 clusters Score -503204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -503205.250000 Penalty: 4318.419434
	Iteration 70Q: 3 clusters Score -503205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -503207.093750 Penalty: 4318.419434
	Iteration 71Q: 3 clusters Score -503207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -503207.187500 Penalty: 4318.419434
	Iteration 72Q: 3 clusters Score -503207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -503207.187500 Penalty: 4318.419434
	Iteration 73F: 3 clusters Score -503207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Entering Unmasked Estep 
Score: -2598993.750000 Penalty: 2559.243408
	Iteration 0F: 2 clusters Score -2598994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2578195.750000 Penalty: 5118.486816
	Iteration 0F: 3 clusters Score -2578196 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2585513.500000 Penalty: 5118.486816
	Iteration 1F: 3 clusters Score -2585514 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2585918.000000 Penalty: 5118.486816
	Iteration 2Q: 3 clusters Score -2585918 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2586319.000000 Penalty: 5118.486816
	Iteration 3Q: 3 clusters Score -2586319 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2586718.750000 Penalty: 5118.486816
	Iteration 4Q: 3 clusters Score -2586719 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2587239.500000 Penalty: 5118.486816
	Iteration 5Q: 3 clusters Score -2587240 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2587913.000000 Penalty: 5118.486816
	Iteration 6Q: 3 clusters Score -2587913 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2588879.250000 Penalty: 5118.486816
	Iteration 7F: 3 clusters Score -2588879 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2590240.000000 Penalty: 5118.486816
	Iteration 8F: 3 clusters Score -2590240 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2591874.250000 Penalty: 5118.486816
	Iteration 9F: 3 clusters Score -2591874 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2593513.500000 Penalty: 5118.486816
	Iteration 10F: 3 clusters Score -2593514 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2594852.000000 Penalty: 5118.486816
	Iteration 11Q: 3 clusters Score -2594852 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2595705.250000 Penalty: 5118.486816
	Iteration 12Q: 3 clusters Score -2595705 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -2596133.750000 Penalty: 5118.486816
	Iteration 13Q: 3 clusters Score -2596134 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -2596383.250000 Penalty: 5118.486816
	Iteration 14Q: 3 clusters Score -2596383 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2596524.750000 Penalty: 5118.486816
	Iteration 15Q: 3 clusters Score -2596525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -2596629.500000 Penalty: 5118.486816
	Iteration 16Q: 3 clusters Score -2596630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2596687.250000 Penalty: 5118.486816
	Iteration 17Q: 3 clusters Score -2596687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -2596717.750000 Penalty: 5118.486816
	Iteration 18Q: 3 clusters Score -2596718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2596737.500000 Penalty: 5118.486816
	Iteration 19Q: 3 clusters Score -2596738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -2596753.500000 Penalty: 5118.486816
	Iteration 20F: 3 clusters Score -2596754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -2596770.500000 Penalty: 5118.486816
	Iteration 21Q: 3 clusters Score -2596770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -2596779.000000 Penalty: 5118.486816
	Iteration 22Q: 3 clusters Score -2596779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -2596783.750000 Penalty: 5118.486816
	Iteration 23Q: 3 clusters Score -2596784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -2596794.000000 Penalty: 5118.486816
	Iteration 24Q: 3 clusters Score -2596794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -2596803.250000 Penalty: 5118.486816
	Iteration 25Q: 3 clusters Score -2596803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -2596818.750000 Penalty: 5118.486816
	Iteration 26Q: 3 clusters Score -2596819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -2596829.000000 Penalty: 5118.486816
	Iteration 27Q: 3 clusters Score -2596829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -2596833.000000 Penalty: 5118.486816
	Iteration 28Q: 3 clusters Score -2596833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -2596832.750000 Penalty: 5118.486816
	Iteration 29Q: 3 clusters Score -2596833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -2596837.000000 Penalty: 5118.486816
	Iteration 30Q: 3 clusters Score -2596837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -2596842.500000 Penalty: 5118.486816
	Iteration 31Q: 3 clusters Score -2596842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -2596839.250000 Penalty: 5118.486816
	Iteration 32Q: 3 clusters Score -2596839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -2596842.750000 Penalty: 5118.486816
	Iteration 33Q: 3 clusters Score -2596843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2596845.000000 Penalty: 5118.486816
	Iteration 34Q: 3 clusters Score -2596845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2596845.000000 Penalty: 5118.486816
	Iteration 35F: 3 clusters Score -2596845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Entering Unmasked Estep 
Score: -6099401.500000 Penalty: 2759.075684
	Iteration 0F: 2 clusters Score -6099402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6053715.000000 Penalty: 5518.151367
	Iteration 0F: 3 clusters Score -6053715 nChanged 31668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -6071792.000000 Penalty: 5518.151367
	Iteration 1F: 3 clusters Score -6071792 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -6072624.000000 Penalty: 5518.151367
	Iteration 2Q: 3 clusters Score -6072624 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -6073691.500000 Penalty: 5518.151367
	Iteration 3Q: 3 clusters Score -6073692 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -6075095.000000 Penalty: 5518.151367
	Iteration 4Q: 3 clusters Score -6075095 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -6076931.000000 Penalty: 5518.151367
	Iteration 5F: 3 clusters Score -6076931 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6079030.000000 Penalty: 5518.151367
	Iteration 6F: 3 clusters Score -6079030 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -6081612.000000 Penalty: 5518.151367
	Iteration 7F: 3 clusters Score -6081612 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -6084574.500000 Penalty: 5518.151367
	Iteration 8F: 3 clusters Score -6084574 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -6087588.000000 Penalty: 5518.151367
	Iteration 9F: 3 clusters Score -6087588 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -6090202.500000 Penalty: 5518.151367
	Iteration 10F: 3 clusters Score -6090202 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -6092285.000000 Penalty: 5518.151367
	Iteration 11Q: 3 clusters Score -6092285 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6093712.000000 Penalty: 5518.151367
	Iteration 12Q: 3 clusters Score -6093712 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -6094779.500000 Penalty: 5518.151367
	Iteration 13Q: 3 clusters Score -6094780 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6095713.000000 Penalty: 5518.151367
	Iteration 14Q: 3 clusters Score -6095713 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6096372.500000 Penalty: 5518.151367
	Iteration 15Q: 3 clusters Score -6096372 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6096878.000000 Penalty: 5518.151367
	Iteration 16Q: 3 clusters Score -6096878 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6097255.500000 Penalty: 5518.151367
	Iteration 17Q: 3 clusters Score -6097256 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6097483.000000 Penalty: 5518.151367
	Iteration 18Q: 3 clusters Score -6097483 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6097614.500000 Penalty: 5518.151367
	Iteration 19Q: 3 clusters Score -6097614 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6097725.000000 Penalty: 5518.151367
	Iteration 20F: 3 clusters Score -6097725 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6097793.000000 Penalty: 5518.151367
	Iteration 21Q: 3 clusters Score -6097793 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6097848.500000 Penalty: 5518.151367
	Iteration 22Q: 3 clusters Score -6097848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6097898.500000 Penalty: 5518.151367
	Iteration 23Q: 3 clusters Score -6097898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6097909.000000 Penalty: 5518.151367
	Iteration 24Q: 3 clusters Score -6097909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6097939.000000 Penalty: 5518.151367
	Iteration 25Q: 3 clusters Score -6097939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6097935.000000 Penalty: 5518.151367
	Iteration 26Q: 3 clusters Score -6097935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6097948.500000 Penalty: 5518.151367
	Iteration 27Q: 3 clusters Score -6097948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6097962.500000 Penalty: 5518.151367
	Iteration 28Q: 3 clusters Score -6097962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6097958.000000 Penalty: 5518.151367
	Iteration 29Q: 3 clusters Score -6097958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6097968.000000 Penalty: 5518.151367
	Iteration 30Q: 3 clusters Score -6097968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6097971.000000 Penalty: 5518.151367
	Iteration 31Q: 3 clusters Score -6097971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6097978.000000 Penalty: 5518.151367
	Iteration 32Q: 3 clusters Score -6097978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6097979.500000 Penalty: 5518.151367
	Iteration 33Q: 3 clusters Score -6097980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6097990.500000 Penalty: 5518.151367
	Iteration 34Q: 3 clusters Score -6097990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6097977.500000 Penalty: 5518.151367
	Iteration 35Q: 3 clusters Score -6097978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6097982.000000 Penalty: 5518.151367
	Iteration 36Q: 3 clusters Score -6097982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6097984.000000 Penalty: 5518.151367
	Iteration 37Q: 3 clusters Score -6097984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6097987.500000 Penalty: 5518.151367
	Iteration 38Q: 3 clusters Score -6097988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6097998.500000 Penalty: 5518.151367
	Iteration 39Q: 3 clusters Score -6097998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6098008.000000 Penalty: 5518.151367
	Iteration 40F: 3 clusters Score -6098008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6097994.500000 Penalty: 5518.151367
	Iteration 41Q: 3 clusters Score -6097994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6097997.500000 Penalty: 5518.151367
	Iteration 42Q: 3 clusters Score -6097998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6097994.500000 Penalty: 5518.151367
	Iteration 43Q: 3 clusters Score -6097994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6098007.500000 Penalty: 5518.151367
	Iteration 44Q: 3 clusters Score -6098008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6098014.500000 Penalty: 5518.151367
	Iteration 45Q: 3 clusters Score -6098014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6098012.500000 Penalty: 5518.151367
	Iteration 46Q: 3 clusters Score -6098012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6098014.500000 Penalty: 5518.151367
	Iteration 47Q: 3 clusters Score -6098014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6098013.000000 Penalty: 5518.151367
	Iteration 48Q: 3 clusters Score -6098013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6098011.500000 Penalty: 5518.151367
	Iteration 49Q: 3 clusters Score -6098012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6098018.500000 Penalty: 5518.151367
	Iteration 50Q: 3 clusters Score -6098018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6098017.000000 Penalty: 5518.151367
	Iteration 51Q: 3 clusters Score -6098017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6098017.000000 Penalty: 5518.151367
	Iteration 52F: 3 clusters Score -6098017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Entering Unmasked Estep 
Score: -2248237.750000 Penalty: 2510.619629
	Iteration 0F: 2 clusters Score -2248238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2230913.000000 Penalty: 5021.239258
	Iteration 0F: 3 clusters Score -2230913 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2236956.250000 Penalty: 5021.239258
	Iteration 1F: 3 clusters Score -2236956 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2237606.750000 Penalty: 5021.239258
	Iteration 2F: 3 clusters Score -2237607 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2238264.750000 Penalty: 5021.239258
	Iteration 3F: 3 clusters Score -2238265 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2238828.000000 Penalty: 5021.239258
	Iteration 4F: 3 clusters Score -2238828 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2239272.500000 Penalty: 5021.239258
	Iteration 5Q: 3 clusters Score -2239272 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2239697.250000 Penalty: 5021.239258
	Iteration 6Q: 3 clusters Score -2239697 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2240163.000000 Penalty: 5021.239258
	Iteration 7Q: 3 clusters Score -2240163 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2240685.750000 Penalty: 5021.239258
	Iteration 8Q: 3 clusters Score -2240686 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2241338.750000 Penalty: 5021.239258
	Iteration 9Q: 3 clusters Score -2241339 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2242078.500000 Penalty: 5021.239258
	Iteration 10F: 3 clusters Score -2242078 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2242906.500000 Penalty: 5021.239258
	Iteration 11Q: 3 clusters Score -2242906 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2243823.000000 Penalty: 5021.239258
	Iteration 12Q: 3 clusters Score -2243823 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2244575.500000 Penalty: 5021.239258
	Iteration 13Q: 3 clusters Score -2244576 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2245247.250000 Penalty: 5021.239258
	Iteration 14Q: 3 clusters Score -2245247 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2245884.000000 Penalty: 5021.239258
	Iteration 15Q: 3 clusters Score -2245884 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2246343.000000 Penalty: 5021.239258
	Iteration 16Q: 3 clusters Score -2246343 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2246545.250000 Penalty: 5021.239258
	Iteration 17Q: 3 clusters Score -2246545 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2246657.750000 Penalty: 5021.239258
	Iteration 18Q: 3 clusters Score -2246658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2246725.000000 Penalty: 5021.239258
	Iteration 19Q: 3 clusters Score -2246725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2246778.000000 Penalty: 5021.239258
	Iteration 20F: 3 clusters Score -2246778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2246793.500000 Penalty: 5021.239258
	Iteration 21Q: 3 clusters Score -2246794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2246804.250000 Penalty: 5021.239258
	Iteration 22Q: 3 clusters Score -2246804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2246810.000000 Penalty: 5021.239258
	Iteration 23Q: 3 clusters Score -2246810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2246813.000000 Penalty: 5021.239258
	Iteration 24Q: 3 clusters Score -2246813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2246817.500000 Penalty: 5021.239258
	Iteration 25Q: 3 clusters Score -2246818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2246819.500000 Penalty: 5021.239258
	Iteration 26Q: 3 clusters Score -2246820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2246822.500000 Penalty: 5021.239258
	Iteration 27Q: 3 clusters Score -2246822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2246824.250000 Penalty: 5021.239258
	Iteration 28Q: 3 clusters Score -2246824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2246824.750000 Penalty: 5021.239258
	Iteration 29Q: 3 clusters Score -2246825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2246824.750000 Penalty: 5021.239258
	Iteration 30F: 3 clusters Score -2246825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Entering Unmasked Estep 
Score: -1570178.750000 Penalty: 2429.797607
	Iteration 0F: 2 clusters Score -1570179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1557470.625000 Penalty: 4859.595215
	Iteration 0F: 3 clusters Score -1557471 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1561686.375000 Penalty: 4859.595215
	Iteration 1F: 3 clusters Score -1561686 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1562245.125000 Penalty: 4859.595215
	Iteration 2F: 3 clusters Score -1562245 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1562729.875000 Penalty: 4859.595215
	Iteration 3F: 3 clusters Score -1562730 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1563146.000000 Penalty: 4859.595215
	Iteration 4F: 3 clusters Score -1563146 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1563537.875000 Penalty: 4859.595215
	Iteration 5Q: 3 clusters Score -1563538 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1563983.750000 Penalty: 4859.595215
	Iteration 6Q: 3 clusters Score -1563984 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1564454.125000 Penalty: 4859.595215
	Iteration 7Q: 3 clusters Score -1564454 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1564966.875000 Penalty: 4859.595215
	Iteration 8Q: 3 clusters Score -1564967 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1565510.875000 Penalty: 4859.595215
	Iteration 9Q: 3 clusters Score -1565511 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1566128.000000 Penalty: 4859.595215
	Iteration 10Q: 3 clusters Score -1566128 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1566665.625000 Penalty: 4859.595215
	Iteration 11Q: 3 clusters Score -1566666 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1567089.375000 Penalty: 4859.595215
	Iteration 12Q: 3 clusters Score -1567089 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1567345.125000 Penalty: 4859.595215
	Iteration 13Q: 3 clusters Score -1567345 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1567557.625000 Penalty: 4859.595215
	Iteration 14Q: 3 clusters Score -1567558 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1567726.125000 Penalty: 4859.595215
	Iteration 15Q: 3 clusters Score -1567726 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1567851.875000 Penalty: 4859.595215
	Iteration 16Q: 3 clusters Score -1567852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1567958.125000 Penalty: 4859.595215
	Iteration 17Q: 3 clusters Score -1567958 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1568049.000000 Penalty: 4859.595215
	Iteration 18Q: 3 clusters Score -1568049 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1568120.625000 Penalty: 4859.595215
	Iteration 19Q: 3 clusters Score -1568121 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1568173.750000 Penalty: 4859.595215
	Iteration 20F: 3 clusters Score -1568174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1568218.375000 Penalty: 4859.595215
	Iteration 21Q: 3 clusters Score -1568218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1568261.875000 Penalty: 4859.595215
	Iteration 22Q: 3 clusters Score -1568262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1568315.125000 Penalty: 4859.595215
	Iteration 23Q: 3 clusters Score -1568315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1568333.500000 Penalty: 4859.595215
	Iteration 24Q: 3 clusters Score -1568334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1568353.750000 Penalty: 4859.595215
	Iteration 25Q: 3 clusters Score -1568354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1568359.000000 Penalty: 4859.595215
	Iteration 26Q: 3 clusters Score -1568359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1568372.125000 Penalty: 4859.595215
	Iteration 27Q: 3 clusters Score -1568372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1568376.875000 Penalty: 4859.595215
	Iteration 28Q: 3 clusters Score -1568377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1568382.750000 Penalty: 4859.595215
	Iteration 29Q: 3 clusters Score -1568383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1568389.750000 Penalty: 4859.595215
	Iteration 30Q: 3 clusters Score -1568390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1568400.125000 Penalty: 4859.595215
	Iteration 31Q: 3 clusters Score -1568400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1568413.125000 Penalty: 4859.595215
	Iteration 32Q: 3 clusters Score -1568413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1568418.000000 Penalty: 4859.595215
	Iteration 33Q: 3 clusters Score -1568418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1568423.875000 Penalty: 4859.595215
	Iteration 34Q: 3 clusters Score -1568424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1568427.875000 Penalty: 4859.595215
	Iteration 35Q: 3 clusters Score -1568428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1568430.375000 Penalty: 4859.595215
	Iteration 36Q: 3 clusters Score -1568430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1568432.000000 Penalty: 4859.595215
	Iteration 37Q: 3 clusters Score -1568432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1568434.750000 Penalty: 4859.595215
	Iteration 38Q: 3 clusters Score -1568435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1568439.500000 Penalty: 4859.595215
	Iteration 39Q: 3 clusters Score -1568440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1568438.000000 Penalty: 4859.595215
	Iteration 40F: 3 clusters Score -1568438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -106074.843750 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -106074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103925.078125 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -103925.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104279.820312 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -104279.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104365.546875 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -104365.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104402.609375 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -104402.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104425.531250 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -104425.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -104446.140625 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -104446.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104463.156250 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -104463.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104471.601562 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -104471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104477.617188 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -104477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -104482.070312 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -104482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -104482.070312 Penalty: 3541.271484
	Iteration 10F: 3 clusters Score -104482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -381847.093750 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -381847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -377572.656250 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -377572.7 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -378602.687500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -378602.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -378855.500000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -378855.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -379033.906250 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -379033.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -379178.156250 Penalty: 4182.846680
	Iteration 4Q: 3 clusters Score -379178.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -379298.750000 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -379298.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -379399.031250 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -379399 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -379501.281250 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -379501.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -379620.156250 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -379620.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -379751.562500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -379751.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -379869.906250 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -379869.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379989.906250 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -379989.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -380090.187500 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -380090.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -380163.656250 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -380163.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -380235.406250 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -380235.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -380307.312500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -380307.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -380381.718750 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -380381.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -380501.031250 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -380501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -380636.250000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -380636.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -380717.031250 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -380717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -380763.000000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -380763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -380802.656250 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -380802.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -380838.750000 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -380838.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -380854.250000 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -380854.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -380868.250000 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -380868.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -380881.406250 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -380881.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -380896.937500 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -380896.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -380910.187500 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -380910.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -380922.093750 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -380922.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -380940.687500 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -380940.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380959.687500 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -380959.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -380991.500000 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -380991.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -381035.750000 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -381035.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -381075.250000 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -381075.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -381109.343750 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -381109.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -381154.687500 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -381154.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -381206.906250 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -381206.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -381248.031250 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -381248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -381299.656250 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -381299.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381342.500000 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -381342.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -381387.656250 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -381387.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -381440.781250 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -381440.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -381496.093750 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -381496.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -381551.406250 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -381551.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -381590.000000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -381590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -381629.656250 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -381629.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -381647.500000 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -381647.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -381658.437500 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -381658.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -381666.312500 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -381666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -381669.812500 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -381669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -381672.750000 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -381672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -381676.406250 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -381676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -381676.593750 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -381676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -381676.843750 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -381676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -381676.843750 Penalty: 4182.846680
	Iteration 54F: 3 clusters Score -381676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -278933.312500 Penalty: 2011.832642
	Iteration 0F: 2 clusters Score -278933.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -275425.687500 Penalty: 4023.665283
	Iteration 0F: 3 clusters Score -275425.7 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -276188.687500 Penalty: 4023.665283
	Iteration 1F: 3 clusters Score -276188.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -276475.218750 Penalty: 4023.665283
	Iteration 2F: 3 clusters Score -276475.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -276694.625000 Penalty: 4023.665283
	Iteration 3F: 3 clusters Score -276694.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -276829.937500 Penalty: 4023.665283
	Iteration 4Q: 3 clusters Score -276829.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -276919.406250 Penalty: 4023.665283
	Iteration 5Q: 3 clusters Score -276919.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -276994.437500 Penalty: 4023.665283
	Iteration 6Q: 3 clusters Score -276994.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -277061.937500 Penalty: 4023.665283
	Iteration 7Q: 3 clusters Score -277061.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -277120.312500 Penalty: 4023.665283
	Iteration 8Q: 3 clusters Score -277120.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -277172.750000 Penalty: 4023.665283
	Iteration 9Q: 3 clusters Score -277172.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277216.625000 Penalty: 4023.665283
	Iteration 10Q: 3 clusters Score -277216.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -277263.906250 Penalty: 4023.665283
	Iteration 11Q: 3 clusters Score -277263.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -277303.625000 Penalty: 4023.665283
	Iteration 12Q: 3 clusters Score -277303.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -277344.156250 Penalty: 4023.665283
	Iteration 13Q: 3 clusters Score -277344.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -277377.812500 Penalty: 4023.665283
	Iteration 14Q: 3 clusters Score -277377.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -277395.500000 Penalty: 4023.665283
	Iteration 15Q: 3 clusters Score -277395.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -277415.968750 Penalty: 4023.665283
	Iteration 16Q: 3 clusters Score -277416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -277427.156250 Penalty: 4023.665283
	Iteration 17Q: 3 clusters Score -277427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -277436.406250 Penalty: 4023.665283
	Iteration 18Q: 3 clusters Score -277436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -277443.250000 Penalty: 4023.665283
	Iteration 19Q: 3 clusters Score -277443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -277450.312500 Penalty: 4023.665283
	Iteration 20F: 3 clusters Score -277450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -277458.312500 Penalty: 4023.665283
	Iteration 21Q: 3 clusters Score -277458.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -277466.750000 Penalty: 4023.665283
	Iteration 22Q: 3 clusters Score -277466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -277475.156250 Penalty: 4023.665283
	Iteration 23Q: 3 clusters Score -277475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -277479.531250 Penalty: 4023.665283
	Iteration 24Q: 3 clusters Score -277479.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -277484.968750 Penalty: 4023.665283
	Iteration 25Q: 3 clusters Score -277485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -277488.187500 Penalty: 4023.665283
	Iteration 26Q: 3 clusters Score -277488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -277492.406250 Penalty: 4023.665283
	Iteration 27Q: 3 clusters Score -277492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -277495.781250 Penalty: 4023.665283
	Iteration 28Q: 3 clusters Score -277495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -277497.875000 Penalty: 4023.665283
	Iteration 29Q: 3 clusters Score -277497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -277500.218750 Penalty: 4023.665283
	Iteration 30Q: 3 clusters Score -277500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -277500.562500 Penalty: 4023.665283
	Iteration 31Q: 3 clusters Score -277500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -277501.406250 Penalty: 4023.665283
	Iteration 32Q: 3 clusters Score -277501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -277505.031250 Penalty: 4023.665283
	Iteration 33Q: 3 clusters Score -277505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -277505.312500 Penalty: 4023.665283
	Iteration 34Q: 3 clusters Score -277505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -277506.406250 Penalty: 4023.665283
	Iteration 35Q: 3 clusters Score -277506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -277507.343750 Penalty: 4023.665283
	Iteration 36Q: 3 clusters Score -277507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -277508.343750 Penalty: 4023.665283
	Iteration 37Q: 3 clusters Score -277508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -277508.343750 Penalty: 4023.665283
	Iteration 38F: 3 clusters Score -277508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -270403.843750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -270403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -266659.968750 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -266660 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -267670.062500 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -267670.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -267959.656250 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -267959.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -268150.562500 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -268150.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -268315.843750 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -268315.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -268479.750000 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -268479.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -268628.562500 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -268628.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -268751.468750 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -268751.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -268883.156250 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -268883.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -269011.812500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -269011.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -269118.500000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -269118.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -269200.656250 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -269200.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -269250.312500 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -269250.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -269294.218750 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -269294.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -269337.312500 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -269337.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -269369.625000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -269369.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -269385.937500 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -269385.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -269401.781250 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -269401.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -269411.875000 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -269411.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -269420.593750 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -269420.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -269433.062500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -269433.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -269445.531250 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -269445.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -269448.656250 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -269448.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -269453.406250 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -269453.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -269461.375000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -269461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -269467.531250 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -269467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -269475.500000 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -269475.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -269485.906250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -269485.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -269494.906250 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -269494.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -269498.906250 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -269498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -269502.750000 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -269502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -269503.656250 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -269503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -269505.437500 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -269505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -269508.062500 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -269508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -269510.343750 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -269510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -269512.906250 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -269512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -269516.843750 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -269516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -269518.562500 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -269518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -269523.375000 Penalty: 4089.189697
	Iteration 38Q: 3 clusters Score -269523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -269526.468750 Penalty: 4089.189697
	Iteration 39Q: 3 clusters Score -269526.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -269529.968750 Penalty: 4089.189697
	Iteration 40F: 3 clusters Score -269530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -269533.062500 Penalty: 4089.189697
	Iteration 41Q: 3 clusters Score -269533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -269536.625000 Penalty: 4089.189697
	Iteration 42Q: 3 clusters Score -269536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -269539.093750 Penalty: 4089.189697
	Iteration 43Q: 3 clusters Score -269539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -269540.625000 Penalty: 4089.189697
	Iteration 44Q: 3 clusters Score -269540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -269540.843750 Penalty: 4089.189697
	Iteration 45Q: 3 clusters Score -269540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -269540.843750 Penalty: 4089.189697
	Iteration 46F: 3 clusters Score -269540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (401043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401043 members 
Entering Unmasked Estep 
Score: -35446704.000000 Penalty: 3199.652344
	Iteration 0F: 2 clusters Score -3.54467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200272 members 
Mstep: Class 2 contains 200771 members 
Entering Unmasked Estep 
Score: -35181864.000000 Penalty: 6399.304688
	Iteration 0F: 3 clusters Score -3.518186e+07 nChanged 195091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195681 members 
Mstep: Class 2 contains 205362 members 
Entering Unmasked Estep 
Score: -35296772.000000 Penalty: 6399.304688
	Iteration 1F: 3 clusters Score -3.529677e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193528 members 
Mstep: Class 2 contains 207515 members 
Entering Unmasked Estep 
Score: -35298684.000000 Penalty: 6399.304688
	Iteration 2Q: 3 clusters Score -3.529868e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 211135 members 
Entering Unmasked Estep 
Score: -35300784.000000 Penalty: 6399.304688
	Iteration 3Q: 3 clusters Score -3.530078e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184242 members 
Mstep: Class 2 contains 216801 members 
Entering Unmasked Estep 
Score: -35304180.000000 Penalty: 6399.304688
	Iteration 4Q: 3 clusters Score -3.530418e+07 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175393 members 
Mstep: Class 2 contains 225650 members 
Entering Unmasked Estep 
Score: -35308492.000000 Penalty: 6399.304688
	Iteration 5Q: 3 clusters Score -3.530849e+07 nChanged 17157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 238957 members 
Entering Unmasked Estep 
Score: -35316236.000000 Penalty: 6399.304688
	Iteration 6Q: 3 clusters Score -3.531624e+07 nChanged 21594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 257921 members 
Entering Unmasked Estep 
Score: -35328692.000000 Penalty: 6399.304688
	Iteration 7F: 3 clusters Score -3.532869e+07 nChanged 26093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118389 members 
Mstep: Class 2 contains 282654 members 
Entering Unmasked Estep 
Score: -35347504.000000 Penalty: 6399.304688
	Iteration 8F: 3 clusters Score -3.53475e+07 nChanged 28757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 310825 members 
Entering Unmasked Estep 
Score: -35370580.000000 Penalty: 6399.304688
	Iteration 9F: 3 clusters Score -3.537058e+07 nChanged 27397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 337992 members 
Entering Unmasked Estep 
Score: -35393940.000000 Penalty: 6399.304688
	Iteration 10F: 3 clusters Score -3.539394e+07 nChanged 22675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 360597 members 
Entering Unmasked Estep 
Score: -35412520.000000 Penalty: 6399.304688
	Iteration 11F: 3 clusters Score -3.541252e+07 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 376745 members 
Entering Unmasked Estep 
Score: -35425140.000000 Penalty: 6399.304688
	Iteration 12Q: 3 clusters Score -3.542514e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 387550 members 
Entering Unmasked Estep 
Score: -35433324.000000 Penalty: 6399.304688
	Iteration 13Q: 3 clusters Score -3.543332e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 394198 members 
Entering Unmasked Estep 
Score: -35438808.000000 Penalty: 6399.304688
	Iteration 14Q: 3 clusters Score -3.543881e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 397804 members 
Entering Unmasked Estep 
Score: -35441440.000000 Penalty: 6399.304688
	Iteration 15Q: 3 clusters Score -3.544144e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 399385 members 
Entering Unmasked Estep 
Score: -35442672.000000 Penalty: 6399.304688
	Iteration 16Q: 3 clusters Score -3.544267e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 400003 members 
Entering Unmasked Estep 
Score: -35443136.000000 Penalty: 6399.304688
	Iteration 17Q: 3 clusters Score -3.544314e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 400297 members 
Entering Unmasked Estep 
Score: -35443392.000000 Penalty: 6399.304688
	Iteration 18Q: 3 clusters Score -3.544339e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 400462 members 
Entering Unmasked Estep 
Score: -35443620.000000 Penalty: 6399.304688
	Iteration 19Q: 3 clusters Score -3.544362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 400540 members 
Entering Unmasked Estep 
Score: -35443688.000000 Penalty: 6399.304688
	Iteration 20F: 3 clusters Score -3.544369e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 400589 members 
Entering Unmasked Estep 
Score: -35443740.000000 Penalty: 6399.304688
	Iteration 21Q: 3 clusters Score -3.544374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 400612 members 
Entering Unmasked Estep 
Score: -35443792.000000 Penalty: 6399.304688
	Iteration 22Q: 3 clusters Score -3.544379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 400623 members 
Entering Unmasked Estep 
Score: -35443836.000000 Penalty: 6399.304688
	Iteration 23Q: 3 clusters Score -3.544384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400634 members 
Entering Unmasked Estep 
Score: -35443832.000000 Penalty: 6399.304688
	Iteration 24Q: 3 clusters Score -3.544383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400649 members 
Entering Unmasked Estep 
Score: -35443844.000000 Penalty: 6399.304688
	Iteration 25Q: 3 clusters Score -3.544384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400658 members 
Entering Unmasked Estep 
Score: -35443856.000000 Penalty: 6399.304688
	Iteration 26Q: 3 clusters Score -3.544386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 400664 members 
Entering Unmasked Estep 
Score: -35443876.000000 Penalty: 6399.304688
	Iteration 27Q: 3 clusters Score -3.544388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 400669 members 
Entering Unmasked Estep 
Score: -35443892.000000 Penalty: 6399.304688
	Iteration 28Q: 3 clusters Score -3.544389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 400673 members 
Entering Unmasked Estep 
Score: -35443892.000000 Penalty: 6399.304688
	Iteration 29Q: 3 clusters Score -3.544389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 400674 members 
Entering Unmasked Estep 
Score: -35443900.000000 Penalty: 6399.304688
	Iteration 30Q: 3 clusters Score -3.54439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 400675 members 
Entering Unmasked Estep 
Score: -35443892.000000 Penalty: 6399.304688
	Iteration 31Q: 3 clusters Score -3.544389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400676 members 
Entering Unmasked Estep 
Score: -35443876.000000 Penalty: 6399.304688
	Iteration 32Q: 3 clusters Score -3.544388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 400677 members 
Entering Unmasked Estep 
Score: -35443892.000000 Penalty: 6399.304688
	Iteration 33Q: 3 clusters Score -3.544389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400676 members 
Entering Unmasked Estep 
Score: -35443892.000000 Penalty: 6399.304688
	Iteration 34Q: 3 clusters Score -3.544389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 400677 members 
Entering Unmasked Estep 
Score: -35443904.000000 Penalty: 6399.304688
	Iteration 35Q: 3 clusters Score -3.54439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 400678 members 
Entering Unmasked Estep 
Score: -35443912.000000 Penalty: 6399.304688
	Iteration 36Q: 3 clusters Score -3.544391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 400675 members 
Entering Unmasked Estep 
Score: -35443908.000000 Penalty: 6399.304688
	Iteration 37Q: 3 clusters Score -3.544391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 400675 members 
Entering Unmasked Estep 
Score: -35443908.000000 Penalty: 6399.304688
	Iteration 38F: 3 clusters Score -3.544391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Entering Unmasked Estep 
Score: -1727997.125000 Penalty: 2475.208740
	Iteration 0F: 2 clusters Score -1727997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1712777.375000 Penalty: 4950.417480
	Iteration 0F: 3 clusters Score -1712777 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1717876.500000 Penalty: 4950.417480
	Iteration 1F: 3 clusters Score -1717876 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1718340.625000 Penalty: 4950.417480
	Iteration 2F: 3 clusters Score -1718341 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1718755.875000 Penalty: 4950.417480
	Iteration 3Q: 3 clusters Score -1718756 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1719257.750000 Penalty: 4950.417480
	Iteration 4Q: 3 clusters Score -1719258 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1719874.250000 Penalty: 4950.417480
	Iteration 5F: 3 clusters Score -1719874 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1720694.125000 Penalty: 4950.417480
	Iteration 6F: 3 clusters Score -1720694 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1721612.875000 Penalty: 4950.417480
	Iteration 7F: 3 clusters Score -1721613 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1722565.000000 Penalty: 4950.417480
	Iteration 8F: 3 clusters Score -1722565 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1723466.375000 Penalty: 4950.417480
	Iteration 9F: 3 clusters Score -1723466 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1724199.625000 Penalty: 4950.417480
	Iteration 10Q: 3 clusters Score -1724200 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1724800.500000 Penalty: 4950.417480
	Iteration 11Q: 3 clusters Score -1724800 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1725194.750000 Penalty: 4950.417480
	Iteration 12Q: 3 clusters Score -1725195 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1725445.875000 Penalty: 4950.417480
	Iteration 13Q: 3 clusters Score -1725446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1725588.125000 Penalty: 4950.417480
	Iteration 14Q: 3 clusters Score -1725588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1725662.750000 Penalty: 4950.417480
	Iteration 15Q: 3 clusters Score -1725663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1725717.500000 Penalty: 4950.417480
	Iteration 16Q: 3 clusters Score -1725718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1725744.875000 Penalty: 4950.417480
	Iteration 17Q: 3 clusters Score -1725745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1725777.500000 Penalty: 4950.417480
	Iteration 18Q: 3 clusters Score -1725778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1725790.375000 Penalty: 4950.417480
	Iteration 19Q: 3 clusters Score -1725790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1725803.875000 Penalty: 4950.417480
	Iteration 20F: 3 clusters Score -1725804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1725816.875000 Penalty: 4950.417480
	Iteration 21Q: 3 clusters Score -1725817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1725830.500000 Penalty: 4950.417480
	Iteration 22Q: 3 clusters Score -1725830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1725841.375000 Penalty: 4950.417480
	Iteration 23Q: 3 clusters Score -1725841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1725849.500000 Penalty: 4950.417480
	Iteration 24Q: 3 clusters Score -1725850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1725863.375000 Penalty: 4950.417480
	Iteration 25Q: 3 clusters Score -1725863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1725868.000000 Penalty: 4950.417480
	Iteration 26Q: 3 clusters Score -1725868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1725880.875000 Penalty: 4950.417480
	Iteration 27Q: 3 clusters Score -1725881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1725885.500000 Penalty: 4950.417480
	Iteration 28Q: 3 clusters Score -1725886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1725888.250000 Penalty: 4950.417480
	Iteration 29Q: 3 clusters Score -1725888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1725895.125000 Penalty: 4950.417480
	Iteration 30Q: 3 clusters Score -1725895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1725901.125000 Penalty: 4950.417480
	Iteration 31Q: 3 clusters Score -1725901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1725909.125000 Penalty: 4950.417480
	Iteration 32Q: 3 clusters Score -1725909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1725909.375000 Penalty: 4950.417480
	Iteration 33Q: 3 clusters Score -1725909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1725915.000000 Penalty: 4950.417480
	Iteration 34Q: 3 clusters Score -1725915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1725914.750000 Penalty: 4950.417480
	Iteration 35Q: 3 clusters Score -1725915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1725915.625000 Penalty: 4950.417480
	Iteration 36Q: 3 clusters Score -1725916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1725915.750000 Penalty: 4950.417480
	Iteration 37Q: 3 clusters Score -1725916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1725917.250000 Penalty: 4950.417480
	Iteration 38Q: 3 clusters Score -1725917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1725920.000000 Penalty: 4950.417480
	Iteration 39Q: 3 clusters Score -1725920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1725920.250000 Penalty: 4950.417480
	Iteration 40F: 3 clusters Score -1725920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1725923.125000 Penalty: 4950.417480
	Iteration 41Q: 3 clusters Score -1725923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1725927.875000 Penalty: 4950.417480
	Iteration 42Q: 3 clusters Score -1725928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1725928.000000 Penalty: 4950.417480
	Iteration 43Q: 3 clusters Score -1725928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1725932.625000 Penalty: 4950.417480
	Iteration 44Q: 3 clusters Score -1725933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1725935.000000 Penalty: 4950.417480
	Iteration 45Q: 3 clusters Score -1725935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1725934.250000 Penalty: 4950.417480
	Iteration 46Q: 3 clusters Score -1725934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1725933.375000 Penalty: 4950.417480
	Iteration 47Q: 3 clusters Score -1725933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1725933.375000 Penalty: 4950.417480
	Iteration 48F: 3 clusters Score -1725933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -319746.843750 Penalty: 2046.606689
	Iteration 0F: 2 clusters Score -319746.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -315904.937500 Penalty: 4093.213379
	Iteration 0F: 3 clusters Score -315904.9 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -316762.468750 Penalty: 4093.213379
	Iteration 1F: 3 clusters Score -316762.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -316979.687500 Penalty: 4093.213379
	Iteration 2F: 3 clusters Score -316979.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -317093.500000 Penalty: 4093.213379
	Iteration 3Q: 3 clusters Score -317093.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -317174.750000 Penalty: 4093.213379
	Iteration 4Q: 3 clusters Score -317174.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -317243.218750 Penalty: 4093.213379
	Iteration 5Q: 3 clusters Score -317243.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -317299.937500 Penalty: 4093.213379
	Iteration 6Q: 3 clusters Score -317299.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -317343.500000 Penalty: 4093.213379
	Iteration 7Q: 3 clusters Score -317343.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -317381.750000 Penalty: 4093.213379
	Iteration 8Q: 3 clusters Score -317381.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -317419.937500 Penalty: 4093.213379
	Iteration 9Q: 3 clusters Score -317419.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -317451.218750 Penalty: 4093.213379
	Iteration 10Q: 3 clusters Score -317451.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -317480.437500 Penalty: 4093.213379
	Iteration 11Q: 3 clusters Score -317480.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -317508.656250 Penalty: 4093.213379
	Iteration 12Q: 3 clusters Score -317508.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -317543.093750 Penalty: 4093.213379
	Iteration 13Q: 3 clusters Score -317543.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -317572.468750 Penalty: 4093.213379
	Iteration 14Q: 3 clusters Score -317572.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -317594.375000 Penalty: 4093.213379
	Iteration 15Q: 3 clusters Score -317594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -317612.500000 Penalty: 4093.213379
	Iteration 16Q: 3 clusters Score -317612.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -317633.968750 Penalty: 4093.213379
	Iteration 17Q: 3 clusters Score -317634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -317654.531250 Penalty: 4093.213379
	Iteration 18Q: 3 clusters Score -317654.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -317676.968750 Penalty: 4093.213379
	Iteration 19Q: 3 clusters Score -317677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -317694.593750 Penalty: 4093.213379
	Iteration 20F: 3 clusters Score -317694.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -317716.125000 Penalty: 4093.213379
	Iteration 21Q: 3 clusters Score -317716.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -317741.531250 Penalty: 4093.213379
	Iteration 22Q: 3 clusters Score -317741.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -317770.093750 Penalty: 4093.213379
	Iteration 23Q: 3 clusters Score -317770.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -317789.312500 Penalty: 4093.213379
	Iteration 24Q: 3 clusters Score -317789.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -317807.500000 Penalty: 4093.213379
	Iteration 25Q: 3 clusters Score -317807.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -317819.718750 Penalty: 4093.213379
	Iteration 26Q: 3 clusters Score -317819.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -317826.000000 Penalty: 4093.213379
	Iteration 27Q: 3 clusters Score -317826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -317832.781250 Penalty: 4093.213379
	Iteration 28Q: 3 clusters Score -317832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -317835.281250 Penalty: 4093.213379
	Iteration 29Q: 3 clusters Score -317835.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -317838.343750 Penalty: 4093.213379
	Iteration 30Q: 3 clusters Score -317838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -317842.187500 Penalty: 4093.213379
	Iteration 31Q: 3 clusters Score -317842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -317843.156250 Penalty: 4093.213379
	Iteration 32Q: 3 clusters Score -317843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -317844.281250 Penalty: 4093.213379
	Iteration 33Q: 3 clusters Score -317844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -317845.281250 Penalty: 4093.213379
	Iteration 34Q: 3 clusters Score -317845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -317846.093750 Penalty: 4093.213379
	Iteration 35Q: 3 clusters Score -317846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -317847.093750 Penalty: 4093.213379
	Iteration 36Q: 3 clusters Score -317847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -317847.000000 Penalty: 4093.213379
	Iteration 37Q: 3 clusters Score -317847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -317847.625000 Penalty: 4093.213379
	Iteration 38Q: 3 clusters Score -317847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -317848.906250 Penalty: 4093.213379
	Iteration 39Q: 3 clusters Score -317848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -317849.218750 Penalty: 4093.213379
	Iteration 40F: 3 clusters Score -317849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -317850.125000 Penalty: 4093.213379
	Iteration 41Q: 3 clusters Score -317850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -317850.593750 Penalty: 4093.213379
	Iteration 42Q: 3 clusters Score -317850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -317851.062500 Penalty: 4093.213379
	Iteration 43Q: 3 clusters Score -317851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -317851.062500 Penalty: 4093.213379
	Iteration 44F: 3 clusters Score -317851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 217545 members 
Mstep: Class 4 contains 21445 members 
Mstep: Class 5 contains 54418 members 
Mstep: Class 6 contains 175896 members 
Mstep: Class 7 contains 149425 members 
Mstep: Class 8 contains 51094 members 
Mstep: Class 10 contains 16266 members 
Mstep: Class 11 contains 27569 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 137992 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 16150 members 
Mstep: Class 16 contains 117454 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 22270 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 30319 members 
Mstep: Class 24 contains 67867 members 
Mstep: Class 25 contains 24921 members 
Mstep: Class 26 contains 17990 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 401043 members 
Mstep: Class 32 contains 21605 members 
Mstep: Class 33 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502688.000000 Penalty: 113876.406250
Iteration 159Q: 33 clusters Score -1.465027e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 217364 members 
Mstep: Class 4 contains 21441 members 
Mstep: Class 5 contains 53193 members 
Mstep: Class 6 contains 178342 members 
Mstep: Class 7 contains 149431 members 
Mstep: Class 8 contains 50940 members 
Mstep: Class 10 contains 16266 members 
Mstep: Class 11 contains 27592 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 137792 members 
Mstep: Class 14 contains 14856 members 
Mstep: Class 15 contains 16151 members 
Mstep: Class 16 contains 118008 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 18 contains 19484 members 
Mstep: Class 19 contains 39584 members 
Mstep: Class 20 contains 22273 members 
Mstep: Class 21 contains 3492 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 29837 members 
Mstep: Class 24 contains 67805 members 
Mstep: Class 25 contains 24929 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4596 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 400347 members 
Mstep: Class 32 contains 21626 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503536.000000 Penalty: 113876.406250
Iteration 160F: 33 clusters Score -1.465035e+08 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 217220 members 
Mstep: Class 4 contains 21431 members 
Mstep: Class 5 contains 51967 members 
Mstep: Class 6 contains 180763 members 
Mstep: Class 7 contains 149442 members 
Mstep: Class 8 contains 50771 members 
Mstep: Class 10 contains 16268 members 
Mstep: Class 11 contains 27595 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 137613 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 16153 members 
Mstep: Class 16 contains 118521 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 19484 members 
Mstep: Class 19 contains 39559 members 
Mstep: Class 20 contains 22262 members 
Mstep: Class 21 contains 3488 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 29381 members 
Mstep: Class 24 contains 67756 members 
Mstep: Class 25 contains 24923 members 
Mstep: Class 26 contains 17932 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4596 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 399668 members 
Mstep: Class 32 contains 21663 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146504384.000000 Penalty: 113876.406250
Iteration 161Q: 33 clusters Score -1.465044e+08 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 217105 members 
Mstep: Class 4 contains 21429 members 
Mstep: Class 5 contains 50691 members 
Mstep: Class 6 contains 183115 members 
Mstep: Class 7 contains 149433 members 
Mstep: Class 8 contains 50636 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 27613 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 137420 members 
Mstep: Class 14 contains 14784 members 
Mstep: Class 15 contains 16152 members 
Mstep: Class 16 contains 119034 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 19 contains 39542 members 
Mstep: Class 20 contains 22258 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 6075 members 
Mstep: Class 23 contains 28963 members 
Mstep: Class 24 contains 67709 members 
Mstep: Class 25 contains 24918 members 
Mstep: Class 26 contains 17905 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4595 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 399004 members 
Mstep: Class 32 contains 21681 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146504960.000000 Penalty: 113876.406250
Iteration 162Q: 33 clusters Score -1.46505e+08 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 216991 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 49520 members 
Mstep: Class 6 contains 185306 members 
Mstep: Class 7 contains 149412 members 
Mstep: Class 8 contains 50470 members 
Mstep: Class 10 contains 16272 members 
Mstep: Class 11 contains 27630 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 137240 members 
Mstep: Class 14 contains 14767 members 
Mstep: Class 15 contains 16152 members 
Mstep: Class 16 contains 119508 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 19488 members 
Mstep: Class 19 contains 39536 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 28564 members 
Mstep: Class 24 contains 67665 members 
Mstep: Class 25 contains 24907 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4596 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 398405 members 
Mstep: Class 32 contains 21694 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146505584.000000 Penalty: 113876.406250
Iteration 163Q: 33 clusters Score -1.465056e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 216830 members 
Mstep: Class 4 contains 21417 members 
Mstep: Class 5 contains 48383 members 
Mstep: Class 6 contains 187437 members 
Mstep: Class 7 contains 149386 members 
Mstep: Class 8 contains 50299 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 27655 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 137086 members 
Mstep: Class 14 contains 14733 members 
Mstep: Class 15 contains 16153 members 
Mstep: Class 16 contains 119974 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 39523 members 
Mstep: Class 20 contains 22257 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 6089 members 
Mstep: Class 23 contains 28189 members 
Mstep: Class 24 contains 67632 members 
Mstep: Class 25 contains 24910 members 
Mstep: Class 26 contains 17872 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4595 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 397840 members 
Mstep: Class 32 contains 21708 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506320.000000 Penalty: 113876.406250
Iteration 164Q: 33 clusters Score -1.465063e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 216678 members 
Mstep: Class 4 contains 21418 members 
Mstep: Class 5 contains 47397 members 
Mstep: Class 6 contains 189363 members 
Mstep: Class 7 contains 149350 members 
Mstep: Class 8 contains 50107 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 27671 members 
Mstep: Class 12 contains 6781 members 
Mstep: Class 13 contains 136948 members 
Mstep: Class 14 contains 14729 members 
Mstep: Class 15 contains 16151 members 
Mstep: Class 16 contains 120470 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 19495 members 
Mstep: Class 19 contains 39505 members 
Mstep: Class 20 contains 22251 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6094 members 
Mstep: Class 23 contains 27835 members 
Mstep: Class 24 contains 67590 members 
Mstep: Class 25 contains 24918 members 
Mstep: Class 26 contains 17866 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4596 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 397271 members 
Mstep: Class 32 contains 21729 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146507040.000000 Penalty: 113876.406250
Iteration 165Q: 33 clusters Score -1.46507e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 216535 members 
Mstep: Class 4 contains 21425 members 
Mstep: Class 5 contains 46470 members 
Mstep: Class 6 contains 191126 members 
Mstep: Class 7 contains 149336 members 
Mstep: Class 8 contains 49942 members 
Mstep: Class 10 contains 16275 members 
Mstep: Class 11 contains 27662 members 
Mstep: Class 12 contains 6777 members 
Mstep: Class 13 contains 136805 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 15 contains 16149 members 
Mstep: Class 16 contains 120930 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 39503 members 
Mstep: Class 20 contains 22251 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 27523 members 
Mstep: Class 24 contains 67566 members 
Mstep: Class 25 contains 24937 members 
Mstep: Class 26 contains 17864 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 396709 members 
Mstep: Class 32 contains 21751 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146507536.000000 Penalty: 113876.406250
Iteration 166Q: 33 clusters Score -1.465075e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 216416 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 45592 members 
Mstep: Class 6 contains 192715 members 
Mstep: Class 7 contains 149343 members 
Mstep: Class 8 contains 49787 members 
Mstep: Class 10 contains 16275 members 
Mstep: Class 11 contains 27663 members 
Mstep: Class 12 contains 6770 members 
Mstep: Class 13 contains 136665 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 16150 members 
Mstep: Class 16 contains 121347 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 19495 members 
Mstep: Class 19 contains 39502 members 
Mstep: Class 20 contains 22251 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 27256 members 
Mstep: Class 24 contains 67523 members 
Mstep: Class 25 contains 24941 members 
Mstep: Class 26 contains 17861 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 396242 members 
Mstep: Class 32 contains 21790 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508224.000000 Penalty: 113876.406250
Iteration 167Q: 33 clusters Score -1.465082e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 216318 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 44763 members 
Mstep: Class 6 contains 194127 members 
Mstep: Class 7 contains 149343 members 
Mstep: Class 8 contains 49635 members 
Mstep: Class 10 contains 16272 members 
Mstep: Class 11 contains 27698 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 136543 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 15 contains 16146 members 
Mstep: Class 16 contains 121757 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 39520 members 
Mstep: Class 20 contains 22246 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6110 members 
Mstep: Class 23 contains 27010 members 
Mstep: Class 24 contains 67499 members 
Mstep: Class 25 contains 24967 members 
Mstep: Class 26 contains 17862 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 395789 members 
Mstep: Class 32 contains 21804 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508640.000000 Penalty: 113876.406250
Iteration 168Q: 33 clusters Score -1.465086e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 216216 members 
Mstep: Class 4 contains 21449 members 
Mstep: Class 5 contains 44051 members 
Mstep: Class 6 contains 195434 members 
Mstep: Class 7 contains 149345 members 
Mstep: Class 8 contains 49491 members 
Mstep: Class 10 contains 16273 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 136404 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 16146 members 
Mstep: Class 16 contains 122209 members 
Mstep: Class 17 contains 3221 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 39542 members 
Mstep: Class 20 contains 22246 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6114 members 
Mstep: Class 23 contains 26787 members 
Mstep: Class 24 contains 67481 members 
Mstep: Class 25 contains 24975 members 
Mstep: Class 26 contains 17859 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 395299 members 
Mstep: Class 32 contains 21814 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508688.000000 Penalty: 113876.406250
Iteration 169Q: 33 clusters Score -1.465087e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 216075 members 
Mstep: Class 4 contains 21462 members 
Mstep: Class 5 contains 43448 members 
Mstep: Class 6 contains 196627 members 
Mstep: Class 7 contains 149358 members 
Mstep: Class 8 contains 49357 members 
Mstep: Class 10 contains 16273 members 
Mstep: Class 11 contains 27711 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 136267 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 16146 members 
Mstep: Class 16 contains 122705 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 39561 members 
Mstep: Class 20 contains 22245 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6118 members 
Mstep: Class 23 contains 26572 members 
Mstep: Class 24 contains 67448 members 
Mstep: Class 25 contains 24974 members 
Mstep: Class 26 contains 17844 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3855 members 
Mstep: Class 31 contains 394830 members 
Mstep: Class 32 contains 21826 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508848.000000 Penalty: 113876.406250
Iteration 170Q: 33 clusters Score -1.465088e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215937 members 
Mstep: Class 4 contains 21478 members 
Mstep: Class 5 contains 42891 members 
Mstep: Class 6 contains 197717 members 
Mstep: Class 7 contains 149368 members 
Mstep: Class 8 contains 49226 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 6755 members 
Mstep: Class 13 contains 136128 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 16146 members 
Mstep: Class 16 contains 123218 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 19496 members 
Mstep: Class 19 contains 39580 members 
Mstep: Class 20 contains 22244 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 6122 members 
Mstep: Class 23 contains 26414 members 
Mstep: Class 24 contains 67413 members 
Mstep: Class 25 contains 24954 members 
Mstep: Class 26 contains 17825 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 394332 members 
Mstep: Class 32 contains 21862 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146509008.000000 Penalty: 113876.406250
Iteration 171Q: 33 clusters Score -1.46509e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215797 members 
Mstep: Class 4 contains 21493 members 
Mstep: Class 5 contains 42393 members 
Mstep: Class 6 contains 198685 members 
Mstep: Class 7 contains 149382 members 
Mstep: Class 8 contains 49118 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 27722 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 136011 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 16145 members 
Mstep: Class 16 contains 123690 members 
Mstep: Class 17 contains 3258 members 
Mstep: Class 18 contains 19499 members 
Mstep: Class 19 contains 39608 members 
Mstep: Class 20 contains 22240 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6125 members 
Mstep: Class 23 contains 26270 members 
Mstep: Class 24 contains 67416 members 
Mstep: Class 25 contains 24913 members 
Mstep: Class 26 contains 17818 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 393857 members 
Mstep: Class 32 contains 21888 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146509360.000000 Penalty: 113876.406250
Iteration 172Q: 33 clusters Score -1.465094e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215657 members 
Mstep: Class 4 contains 21505 members 
Mstep: Class 5 contains 41933 members 
Mstep: Class 6 contains 199608 members 
Mstep: Class 7 contains 149389 members 
Mstep: Class 8 contains 49017 members 
Mstep: Class 10 contains 16272 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 135909 members 
Mstep: Class 14 contains 14613 members 
Mstep: Class 15 contains 16144 members 
Mstep: Class 16 contains 124137 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 18 contains 19498 members 
Mstep: Class 19 contains 39636 members 
Mstep: Class 20 contains 22240 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6133 members 
Mstep: Class 23 contains 26154 members 
Mstep: Class 24 contains 67407 members 
Mstep: Class 25 contains 24869 members 
Mstep: Class 26 contains 17804 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 393442 members 
Mstep: Class 32 contains 21903 members 
Mstep: Class 33 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 33 clusters Score -1.465095e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215540 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 41565 members 
Mstep: Class 6 contains 200379 members 
Mstep: Class 7 contains 149401 members 
Mstep: Class 8 contains 48920 members 
Mstep: Class 10 contains 16270 members 
Mstep: Class 11 contains 27720 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 135812 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 16141 members 
Mstep: Class 16 contains 124520 members 
Mstep: Class 17 contains 3268 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 39674 members 
Mstep: Class 20 contains 22234 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 26063 members 
Mstep: Class 24 contains 67394 members 
Mstep: Class 25 contains 24833 members 
Mstep: Class 26 contains 17797 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3858 members 
Mstep: Class 31 contains 393029 members 
Mstep: Class 32 contains 21916 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 33 clusters Score -1.465098e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215415 members 
Mstep: Class 4 contains 21541 members 
Mstep: Class 5 contains 41233 members 
Mstep: Class 6 contains 201084 members 
Mstep: Class 7 contains 149399 members 
Mstep: Class 8 contains 48836 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 27721 members 
Mstep: Class 12 contains 6753 members 
Mstep: Class 13 contains 135702 members 
Mstep: Class 14 contains 14584 members 
Mstep: Class 15 contains 16139 members 
Mstep: Class 16 contains 124901 members 
Mstep: Class 17 contains 3272 members 
Mstep: Class 18 contains 19513 members 
Mstep: Class 19 contains 39711 members 
Mstep: Class 20 contains 22234 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6145 members 
Mstep: Class 23 contains 25980 members 
Mstep: Class 24 contains 67373 members 
Mstep: Class 25 contains 24812 members 
Mstep: Class 26 contains 17787 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3862 members 
Mstep: Class 31 contains 392654 members 
Mstep: Class 32 contains 21936 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146509984.000000 Penalty: 113876.406250
Iteration 175Q: 33 clusters Score -1.4651e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215285 members 
Mstep: Class 4 contains 21561 members 
Mstep: Class 5 contains 40913 members 
Mstep: Class 6 contains 201720 members 
Mstep: Class 7 contains 149397 members 
Mstep: Class 8 contains 48731 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 27735 members 
Mstep: Class 12 contains 6752 members 
Mstep: Class 13 contains 135595 members 
Mstep: Class 14 contains 14583 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 125251 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 19524 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 20 contains 22235 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 6148 members 
Mstep: Class 23 contains 25916 members 
Mstep: Class 24 contains 67348 members 
Mstep: Class 25 contains 24794 members 
Mstep: Class 26 contains 17775 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 392345 members 
Mstep: Class 32 contains 21948 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146509648.000000 Penalty: 113876.406250
Iteration 176Q: 33 clusters Score -1.465096e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215168 members 
Mstep: Class 4 contains 21579 members 
Mstep: Class 5 contains 40600 members 
Mstep: Class 6 contains 202326 members 
Mstep: Class 7 contains 149387 members 
Mstep: Class 8 contains 48639 members 
Mstep: Class 10 contains 16268 members 
Mstep: Class 11 contains 27749 members 
Mstep: Class 12 contains 6753 members 
Mstep: Class 13 contains 135494 members 
Mstep: Class 14 contains 14573 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 125576 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 19521 members 
Mstep: Class 19 contains 39805 members 
Mstep: Class 20 contains 22237 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6150 members 
Mstep: Class 23 contains 25861 members 
Mstep: Class 24 contains 67323 members 
Mstep: Class 25 contains 24780 members 
Mstep: Class 26 contains 17766 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 392058 members 
Mstep: Class 32 contains 21961 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510016.000000 Penalty: 113876.406250
Iteration 177Q: 33 clusters Score -1.4651e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 215073 members 
Mstep: Class 4 contains 21602 members 
Mstep: Class 5 contains 40303 members 
Mstep: Class 6 contains 202902 members 
Mstep: Class 7 contains 149381 members 
Mstep: Class 8 contains 48541 members 
Mstep: Class 10 contains 16264 members 
Mstep: Class 11 contains 27751 members 
Mstep: Class 12 contains 6751 members 
Mstep: Class 13 contains 135377 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 125866 members 
Mstep: Class 17 contains 3286 members 
Mstep: Class 18 contains 19528 members 
Mstep: Class 19 contains 39852 members 
Mstep: Class 20 contains 22234 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6151 members 
Mstep: Class 23 contains 25821 members 
Mstep: Class 24 contains 67309 members 
Mstep: Class 25 contains 24765 members 
Mstep: Class 26 contains 17756 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3873 members 
Mstep: Class 31 contains 391799 members 
Mstep: Class 32 contains 21981 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510304.000000 Penalty: 113876.406250
Iteration 178Q: 33 clusters Score -1.465103e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 214972 members 
Mstep: Class 4 contains 21611 members 
Mstep: Class 5 contains 40004 members 
Mstep: Class 6 contains 203439 members 
Mstep: Class 7 contains 149392 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 10 contains 16264 members 
Mstep: Class 11 contains 27754 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 135252 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 126168 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 19537 members 
Mstep: Class 19 contains 39902 members 
Mstep: Class 20 contains 22236 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 25776 members 
Mstep: Class 24 contains 67277 members 
Mstep: Class 25 contains 24747 members 
Mstep: Class 26 contains 17739 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 391567 members 
Mstep: Class 32 contains 21988 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510416.000000 Penalty: 113876.406250
Iteration 179Q: 33 clusters Score -1.465104e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 214877 members 
Mstep: Class 4 contains 21622 members 
Mstep: Class 5 contains 39745 members 
Mstep: Class 6 contains 203913 members 
Mstep: Class 7 contains 149398 members 
Mstep: Class 8 contains 48407 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27761 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 135140 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 126483 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 19537 members 
Mstep: Class 19 contains 39943 members 
Mstep: Class 20 contains 22234 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 25732 members 
Mstep: Class 24 contains 67258 members 
Mstep: Class 25 contains 24738 members 
Mstep: Class 26 contains 17731 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 391311 members 
Mstep: Class 32 contains 21993 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510192.000000 Penalty: 113876.406250
Iteration 180F: 33 clusters Score -1.465102e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 214808 members 
Mstep: Class 4 contains 21630 members 
Mstep: Class 5 contains 39501 members 
Mstep: Class 6 contains 204343 members 
Mstep: Class 7 contains 149405 members 
Mstep: Class 8 contains 48342 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27772 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 135024 members 
Mstep: Class 14 contains 14539 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 126768 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 19536 members 
Mstep: Class 19 contains 39996 members 
Mstep: Class 20 contains 22229 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6174 members 
Mstep: Class 23 contains 25691 members 
Mstep: Class 24 contains 67239 members 
Mstep: Class 25 contains 24738 members 
Mstep: Class 26 contains 17726 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 391092 members 
Mstep: Class 32 contains 22001 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510240.000000 Penalty: 113876.406250
Iteration 181Q: 33 clusters Score -1.465102e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 214743 members 
Mstep: Class 4 contains 21639 members 
Mstep: Class 5 contains 39264 members 
Mstep: Class 6 contains 204745 members 
Mstep: Class 7 contains 149420 members 
Mstep: Class 8 contains 48270 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27793 members 
Mstep: Class 12 contains 6738 members 
Mstep: Class 13 contains 134913 members 
Mstep: Class 14 contains 14516 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 127020 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 19540 members 
Mstep: Class 19 contains 40056 members 
Mstep: Class 20 contains 22226 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 25665 members 
Mstep: Class 24 contains 67233 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 17717 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 390872 members 
Mstep: Class 32 contains 22001 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510496.000000 Penalty: 113876.406250
Iteration 182Q: 33 clusters Score -1.465105e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 214682 members 
Mstep: Class 4 contains 21648 members 
Mstep: Class 5 contains 39059 members 
Mstep: Class 6 contains 205161 members 
Mstep: Class 7 contains 149425 members 
Mstep: Class 8 contains 48193 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27810 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 134796 members 
Mstep: Class 14 contains 14492 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 127275 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 19539 members 
Mstep: Class 19 contains 40101 members 
Mstep: Class 20 contains 22224 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 25638 members 
Mstep: Class 24 contains 67229 members 
Mstep: Class 25 contains 24720 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 390648 members 
Mstep: Class 32 contains 22007 members 
Mstep: Class 33 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510416.000000 Penalty: 113876.406250
Iteration 183Q: 33 clusters Score -1.465104e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 214618 members 
Mstep: Class 4 contains 21654 members 
Mstep: Class 5 contains 38860 members 
Mstep: Class 6 contains 205541 members 
Mstep: Class 7 contains 149432 members 
Mstep: Class 8 contains 48121 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27824 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 134663 members 
Mstep: Class 14 contains 14482 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 127552 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 19544 members 
Mstep: Class 19 contains 40165 members 
Mstep: Class 20 contains 22223 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 25612 members 
Mstep: Class 24 contains 67218 members 
Mstep: Class 25 contains 24713 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 390417 members 
Mstep: Class 32 contains 22011 members 
Mstep: Class 33 contains 3842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510416.000000 Penalty: 113876.406250
Iteration 184Q: 33 clusters Score -1.465104e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 214553 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 38684 members 
Mstep: Class 6 contains 205891 members 
Mstep: Class 7 contains 149430 members 
Mstep: Class 8 contains 48059 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27835 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 134563 members 
Mstep: Class 14 contains 14469 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 127811 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19550 members 
Mstep: Class 19 contains 40213 members 
Mstep: Class 20 contains 22218 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 25592 members 
Mstep: Class 24 contains 67194 members 
Mstep: Class 25 contains 24703 members 
Mstep: Class 26 contains 17703 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 390210 members 
Mstep: Class 32 contains 22013 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510688.000000 Penalty: 113876.406250
Iteration 185Q: 33 clusters Score -1.465107e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 214525 members 
Mstep: Class 4 contains 21673 members 
Mstep: Class 5 contains 38523 members 
Mstep: Class 6 contains 206191 members 
Mstep: Class 7 contains 149423 members 
Mstep: Class 8 contains 48010 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27847 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 134443 members 
Mstep: Class 14 contains 14464 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 128067 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 40278 members 
Mstep: Class 20 contains 22221 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 24 contains 67163 members 
Mstep: Class 25 contains 24694 members 
Mstep: Class 26 contains 17703 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3885 members 
Mstep: Class 31 contains 389998 members 
Mstep: Class 32 contains 22006 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510608.000000 Penalty: 113876.406250
Iteration 186Q: 33 clusters Score -1.465106e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214477 members 
Mstep: Class 4 contains 21682 members 
Mstep: Class 5 contains 38380 members 
Mstep: Class 6 contains 206455 members 
Mstep: Class 7 contains 149425 members 
Mstep: Class 8 contains 47958 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27849 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 134336 members 
Mstep: Class 14 contains 14465 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 128315 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 22218 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 25559 members 
Mstep: Class 24 contains 67156 members 
Mstep: Class 25 contains 24684 members 
Mstep: Class 26 contains 17699 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3886 members 
Mstep: Class 31 contains 389800 members 
Mstep: Class 32 contains 22002 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510544.000000 Penalty: 113876.406250
Iteration 187Q: 33 clusters Score -1.465105e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214425 members 
Mstep: Class 4 contains 21695 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 206687 members 
Mstep: Class 7 contains 149428 members 
Mstep: Class 8 contains 47900 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27857 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 134232 members 
Mstep: Class 14 contains 14466 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 128565 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19558 members 
Mstep: Class 19 contains 40411 members 
Mstep: Class 20 contains 22211 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6189 members 
Mstep: Class 23 contains 25546 members 
Mstep: Class 24 contains 67140 members 
Mstep: Class 25 contains 24675 members 
Mstep: Class 26 contains 17695 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3885 members 
Mstep: Class 31 contains 389610 members 
Mstep: Class 32 contains 22001 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510416.000000 Penalty: 113876.406250
Iteration 188Q: 33 clusters Score -1.465104e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214370 members 
Mstep: Class 4 contains 21708 members 
Mstep: Class 5 contains 38139 members 
Mstep: Class 6 contains 206912 members 
Mstep: Class 7 contains 149430 members 
Mstep: Class 8 contains 47852 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27863 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 134142 members 
Mstep: Class 14 contains 14462 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 128812 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19566 members 
Mstep: Class 19 contains 40469 members 
Mstep: Class 20 contains 22208 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 25533 members 
Mstep: Class 24 contains 67128 members 
Mstep: Class 25 contains 24678 members 
Mstep: Class 26 contains 17691 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 389403 members 
Mstep: Class 32 contains 21995 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510384.000000 Penalty: 113876.406250
Iteration 189Q: 33 clusters Score -1.465104e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214321 members 
Mstep: Class 4 contains 21724 members 
Mstep: Class 5 contains 38031 members 
Mstep: Class 6 contains 207140 members 
Mstep: Class 7 contains 149419 members 
Mstep: Class 8 contains 47800 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27875 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 134055 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 129068 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19568 members 
Mstep: Class 19 contains 40531 members 
Mstep: Class 20 contains 22205 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 25523 members 
Mstep: Class 24 contains 67121 members 
Mstep: Class 25 contains 24671 members 
Mstep: Class 26 contains 17685 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 389174 members 
Mstep: Class 32 contains 21990 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510672.000000 Penalty: 113876.406250
Iteration 190Q: 33 clusters Score -1.465107e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214269 members 
Mstep: Class 4 contains 21734 members 
Mstep: Class 5 contains 37924 members 
Mstep: Class 6 contains 207371 members 
Mstep: Class 7 contains 149414 members 
Mstep: Class 8 contains 47756 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27880 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 133958 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 129298 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 19569 members 
Mstep: Class 19 contains 40589 members 
Mstep: Class 20 contains 22202 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 25509 members 
Mstep: Class 24 contains 67113 members 
Mstep: Class 25 contains 24665 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 388983 members 
Mstep: Class 32 contains 21987 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510624.000000 Penalty: 113876.406250
Iteration 191Q: 33 clusters Score -1.465106e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214217 members 
Mstep: Class 4 contains 21753 members 
Mstep: Class 5 contains 37833 members 
Mstep: Class 6 contains 207563 members 
Mstep: Class 7 contains 149401 members 
Mstep: Class 8 contains 47727 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27878 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 133880 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 129547 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19567 members 
Mstep: Class 19 contains 40641 members 
Mstep: Class 20 contains 22201 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 25494 members 
Mstep: Class 24 contains 67098 members 
Mstep: Class 25 contains 24660 members 
Mstep: Class 26 contains 17678 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 388770 members 
Mstep: Class 32 contains 21992 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510672.000000 Penalty: 113876.406250
Iteration 192Q: 33 clusters Score -1.465107e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214162 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 37756 members 
Mstep: Class 6 contains 207725 members 
Mstep: Class 7 contains 149399 members 
Mstep: Class 8 contains 47691 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27869 members 
Mstep: Class 12 contains 6720 members 
Mstep: Class 13 contains 133810 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 129785 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19568 members 
Mstep: Class 19 contains 40694 members 
Mstep: Class 20 contains 22198 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 25483 members 
Mstep: Class 24 contains 67085 members 
Mstep: Class 25 contains 24667 members 
Mstep: Class 26 contains 17673 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 388562 members 
Mstep: Class 32 contains 22006 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510848.000000 Penalty: 113876.406250
Iteration 193Q: 33 clusters Score -1.465108e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214102 members 
Mstep: Class 4 contains 21778 members 
Mstep: Class 5 contains 37681 members 
Mstep: Class 6 contains 207885 members 
Mstep: Class 7 contains 149401 members 
Mstep: Class 8 contains 47673 members 
Mstep: Class 10 contains 16264 members 
Mstep: Class 11 contains 27866 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 133720 members 
Mstep: Class 14 contains 14452 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 130031 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19567 members 
Mstep: Class 19 contains 40745 members 
Mstep: Class 20 contains 22197 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 25477 members 
Mstep: Class 24 contains 67088 members 
Mstep: Class 25 contains 24660 members 
Mstep: Class 26 contains 17664 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 388361 members 
Mstep: Class 32 contains 22007 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510832.000000 Penalty: 113876.406250
Iteration 194Q: 33 clusters Score -1.465108e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214046 members 
Mstep: Class 4 contains 21792 members 
Mstep: Class 5 contains 37617 members 
Mstep: Class 6 contains 208030 members 
Mstep: Class 7 contains 149398 members 
Mstep: Class 8 contains 47654 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 27865 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 133650 members 
Mstep: Class 14 contains 14450 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 130261 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19571 members 
Mstep: Class 19 contains 40789 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 25474 members 
Mstep: Class 24 contains 67078 members 
Mstep: Class 25 contains 24655 members 
Mstep: Class 26 contains 17661 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 388160 members 
Mstep: Class 32 contains 22006 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510800.000000 Penalty: 113876.406250
Iteration 195Q: 33 clusters Score -1.465108e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 214008 members 
Mstep: Class 4 contains 21806 members 
Mstep: Class 5 contains 37565 members 
Mstep: Class 6 contains 208166 members 
Mstep: Class 7 contains 149399 members 
Mstep: Class 8 contains 47634 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 27869 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 133573 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 130486 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 40830 members 
Mstep: Class 20 contains 22193 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 25473 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 24640 members 
Mstep: Class 26 contains 17654 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 387958 members 
Mstep: Class 32 contains 22010 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510976.000000 Penalty: 113876.406250
Iteration 196Q: 33 clusters Score -1.46511e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 213958 members 
Mstep: Class 4 contains 21820 members 
Mstep: Class 5 contains 37512 members 
Mstep: Class 6 contains 208304 members 
Mstep: Class 7 contains 149386 members 
Mstep: Class 8 contains 47611 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 27872 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 133493 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 130683 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 40878 members 
Mstep: Class 20 contains 22192 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 25475 members 
Mstep: Class 24 contains 67054 members 
Mstep: Class 25 contains 24641 members 
Mstep: Class 26 contains 17654 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 387782 members 
Mstep: Class 32 contains 22015 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510720.000000 Penalty: 113876.406250
Iteration 197Q: 33 clusters Score -1.465107e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213899 members 
Mstep: Class 4 contains 21828 members 
Mstep: Class 5 contains 37444 members 
Mstep: Class 6 contains 208441 members 
Mstep: Class 7 contains 149378 members 
Mstep: Class 8 contains 47596 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 27876 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 133432 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 130869 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 40915 members 
Mstep: Class 20 contains 22191 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 25473 members 
Mstep: Class 24 contains 67047 members 
Mstep: Class 25 contains 24643 members 
Mstep: Class 26 contains 17651 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 387633 members 
Mstep: Class 32 contains 22014 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510880.000000 Penalty: 113876.406250
Iteration 198Q: 33 clusters Score -1.465109e+08 nChanged 511
Entering ConstructFrom: 
Score: -146510880.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (23769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Entering Unmasked Estep 
Score: -2079215.000000 Penalty: 2498.882080
	Iteration 0F: 2 clusters Score -2079215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2062668.000000 Penalty: 4997.764160
	Iteration 0F: 3 clusters Score -2062668 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2068492.125000 Penalty: 4997.764160
	Iteration 1F: 3 clusters Score -2068492 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2069008.375000 Penalty: 4997.764160
	Iteration 2F: 3 clusters Score -2069008 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2069487.625000 Penalty: 4997.764160
	Iteration 3Q: 3 clusters Score -2069488 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2069985.500000 Penalty: 4997.764160
	Iteration 4Q: 3 clusters Score -2069986 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2070510.000000 Penalty: 4997.764160
	Iteration 5Q: 3 clusters Score -2070510 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2071167.000000 Penalty: 4997.764160
	Iteration 6Q: 3 clusters Score -2071167 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2071916.625000 Penalty: 4997.764160
	Iteration 7F: 3 clusters Score -2071917 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2072667.500000 Penalty: 4997.764160
	Iteration 8F: 3 clusters Score -2072668 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2073357.500000 Penalty: 4997.764160
	Iteration 9Q: 3 clusters Score -2073358 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2073875.250000 Penalty: 4997.764160
	Iteration 10Q: 3 clusters Score -2073875 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2074238.125000 Penalty: 4997.764160
	Iteration 11Q: 3 clusters Score -2074238 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2074468.500000 Penalty: 4997.764160
	Iteration 12Q: 3 clusters Score -2074468 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2074659.750000 Penalty: 4997.764160
	Iteration 13Q: 3 clusters Score -2074660 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2074795.250000 Penalty: 4997.764160
	Iteration 14Q: 3 clusters Score -2074795 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2074928.250000 Penalty: 4997.764160
	Iteration 15Q: 3 clusters Score -2074928 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2075051.250000 Penalty: 4997.764160
	Iteration 16Q: 3 clusters Score -2075051 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2075145.750000 Penalty: 4997.764160
	Iteration 17Q: 3 clusters Score -2075146 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2075236.000000 Penalty: 4997.764160
	Iteration 18Q: 3 clusters Score -2075236 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2075310.750000 Penalty: 4997.764160
	Iteration 19Q: 3 clusters Score -2075311 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2075394.000000 Penalty: 4997.764160
	Iteration 20F: 3 clusters Score -2075394 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2075461.375000 Penalty: 4997.764160
	Iteration 21Q: 3 clusters Score -2075461 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2075536.750000 Penalty: 4997.764160
	Iteration 22Q: 3 clusters Score -2075537 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2075586.125000 Penalty: 4997.764160
	Iteration 23Q: 3 clusters Score -2075586 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2075635.375000 Penalty: 4997.764160
	Iteration 24Q: 3 clusters Score -2075635 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2075679.750000 Penalty: 4997.764160
	Iteration 25Q: 3 clusters Score -2075680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2075729.375000 Penalty: 4997.764160
	Iteration 26Q: 3 clusters Score -2075729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2075767.750000 Penalty: 4997.764160
	Iteration 27Q: 3 clusters Score -2075768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2075804.750000 Penalty: 4997.764160
	Iteration 28Q: 3 clusters Score -2075805 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2075847.875000 Penalty: 4997.764160
	Iteration 29Q: 3 clusters Score -2075848 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2075895.000000 Penalty: 4997.764160
	Iteration 30Q: 3 clusters Score -2075895 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2075934.125000 Penalty: 4997.764160
	Iteration 31Q: 3 clusters Score -2075934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2075977.000000 Penalty: 4997.764160
	Iteration 32Q: 3 clusters Score -2075977 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2076017.625000 Penalty: 4997.764160
	Iteration 33Q: 3 clusters Score -2076018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2076066.750000 Penalty: 4997.764160
	Iteration 34Q: 3 clusters Score -2076067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2076111.500000 Penalty: 4997.764160
	Iteration 35Q: 3 clusters Score -2076112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2076152.375000 Penalty: 4997.764160
	Iteration 36Q: 3 clusters Score -2076152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2076196.250000 Penalty: 4997.764160
	Iteration 37Q: 3 clusters Score -2076196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2076249.125000 Penalty: 4997.764160
	Iteration 38Q: 3 clusters Score -2076249 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2076293.500000 Penalty: 4997.764160
	Iteration 39Q: 3 clusters Score -2076294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2076348.875000 Penalty: 4997.764160
	Iteration 40F: 3 clusters Score -2076349 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2076384.250000 Penalty: 4997.764160
	Iteration 41Q: 3 clusters Score -2076384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2076428.125000 Penalty: 4997.764160
	Iteration 42Q: 3 clusters Score -2076428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2076457.125000 Penalty: 4997.764160
	Iteration 43Q: 3 clusters Score -2076457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2076481.750000 Penalty: 4997.764160
	Iteration 44Q: 3 clusters Score -2076482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2076505.125000 Penalty: 4997.764160
	Iteration 45Q: 3 clusters Score -2076505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2076536.875000 Penalty: 4997.764160
	Iteration 46Q: 3 clusters Score -2076537 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2076570.250000 Penalty: 4997.764160
	Iteration 47Q: 3 clusters Score -2076570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2076593.375000 Penalty: 4997.764160
	Iteration 48Q: 3 clusters Score -2076593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2076616.750000 Penalty: 4997.764160
	Iteration 49Q: 3 clusters Score -2076617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2076645.375000 Penalty: 4997.764160
	Iteration 50Q: 3 clusters Score -2076645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2076667.750000 Penalty: 4997.764160
	Iteration 51Q: 3 clusters Score -2076668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2076686.625000 Penalty: 4997.764160
	Iteration 52Q: 3 clusters Score -2076687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2076700.500000 Penalty: 4997.764160
	Iteration 53Q: 3 clusters Score -2076700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2076715.750000 Penalty: 4997.764160
	Iteration 54Q: 3 clusters Score -2076716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2076723.750000 Penalty: 4997.764160
	Iteration 55Q: 3 clusters Score -2076724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2076740.625000 Penalty: 4997.764160
	Iteration 56Q: 3 clusters Score -2076741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2076751.125000 Penalty: 4997.764160
	Iteration 57Q: 3 clusters Score -2076751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2076767.625000 Penalty: 4997.764160
	Iteration 58Q: 3 clusters Score -2076768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2076789.000000 Penalty: 4997.764160
	Iteration 59Q: 3 clusters Score -2076789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2076821.000000 Penalty: 4997.764160
	Iteration 60F: 3 clusters Score -2076821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2076843.625000 Penalty: 4997.764160
	Iteration 61Q: 3 clusters Score -2076844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2076861.625000 Penalty: 4997.764160
	Iteration 62Q: 3 clusters Score -2076862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2076880.250000 Penalty: 4997.764160
	Iteration 63Q: 3 clusters Score -2076880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2076897.375000 Penalty: 4997.764160
	Iteration 64Q: 3 clusters Score -2076897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2076910.625000 Penalty: 4997.764160
	Iteration 65Q: 3 clusters Score -2076911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2076915.250000 Penalty: 4997.764160
	Iteration 66Q: 3 clusters Score -2076915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2076931.875000 Penalty: 4997.764160
	Iteration 67Q: 3 clusters Score -2076932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2076941.125000 Penalty: 4997.764160
	Iteration 68Q: 3 clusters Score -2076941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2076949.750000 Penalty: 4997.764160
	Iteration 69Q: 3 clusters Score -2076950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2076962.125000 Penalty: 4997.764160
	Iteration 70Q: 3 clusters Score -2076962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2076966.500000 Penalty: 4997.764160
	Iteration 71Q: 3 clusters Score -2076966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2076978.375000 Penalty: 4997.764160
	Iteration 72Q: 3 clusters Score -2076978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2076984.250000 Penalty: 4997.764160
	Iteration 73Q: 3 clusters Score -2076984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2076985.750000 Penalty: 4997.764160
	Iteration 74Q: 3 clusters Score -2076986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2076991.750000 Penalty: 4997.764160
	Iteration 75Q: 3 clusters Score -2076992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2076991.250000 Penalty: 4997.764160
	Iteration 76Q: 3 clusters Score -2076991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2076995.250000 Penalty: 4997.764160
	Iteration 77Q: 3 clusters Score -2076995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2076995.750000 Penalty: 4997.764160
	Iteration 78Q: 3 clusters Score -2076996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2077000.500000 Penalty: 4997.764160
	Iteration 79Q: 3 clusters Score -2077000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2077006.250000 Penalty: 4997.764160
	Iteration 80F: 3 clusters Score -2077006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2077014.000000 Penalty: 4997.764160
	Iteration 81Q: 3 clusters Score -2077014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2077014.875000 Penalty: 4997.764160
	Iteration 82Q: 3 clusters Score -2077015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2077012.000000 Penalty: 4997.764160
	Iteration 83Q: 3 clusters Score -2077012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2077015.125000 Penalty: 4997.764160
	Iteration 84Q: 3 clusters Score -2077015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2077017.500000 Penalty: 4997.764160
	Iteration 85Q: 3 clusters Score -2077018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2077019.375000 Penalty: 4997.764160
	Iteration 86Q: 3 clusters Score -2077019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2077020.500000 Penalty: 4997.764160
	Iteration 87Q: 3 clusters Score -2077020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2077020.500000 Penalty: 4997.764160
	Iteration 88F: 3 clusters Score -2077020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22014.347656 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -22014.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20754.873047 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -20754.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20850.095703 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -20850.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20885.572266 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -20885.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20891.300781 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -20891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20895.138672 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -20895.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20906.033203 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -20906.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20910.097656 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -20910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20910.097656 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -20910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (213836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213836 members 
Entering Unmasked Estep 
Score: -19024664.000000 Penalty: 3043.695312
	Iteration 0F: 2 clusters Score -1.902466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -18881740.000000 Penalty: 6087.390625
	Iteration 0F: 3 clusters Score -1.888174e+07 nChanged 102754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -18941518.000000 Penalty: 6087.390625
	Iteration 1F: 3 clusters Score -1.894152e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 116855 members 
Entering Unmasked Estep 
Score: -18942786.000000 Penalty: 6087.390625
	Iteration 2Q: 3 clusters Score -1.894279e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -18945058.000000 Penalty: 6087.390625
	Iteration 3Q: 3 clusters Score -1.894506e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -18949460.000000 Penalty: 6087.390625
	Iteration 4Q: 3 clusters Score -1.894946e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 145597 members 
Entering Unmasked Estep 
Score: -18958068.000000 Penalty: 6087.390625
	Iteration 5F: 3 clusters Score -1.895807e+07 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -18972678.000000 Penalty: 6087.390625
	Iteration 6F: 3 clusters Score -1.897268e+07 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -18991792.000000 Penalty: 6087.390625
	Iteration 7F: 3 clusters Score -1.899179e+07 nChanged 16254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 199766 members 
Entering Unmasked Estep 
Score: -19008490.000000 Penalty: 6087.390625
	Iteration 8F: 3 clusters Score -1.900849e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 208889 members 
Entering Unmasked Estep 
Score: -19017390.000000 Penalty: 6087.390625
	Iteration 9Q: 3 clusters Score -1.901739e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 212332 members 
Entering Unmasked Estep 
Score: -19020446.000000 Penalty: 6087.390625
	Iteration 10Q: 3 clusters Score -1.902045e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 213286 members 
Entering Unmasked Estep 
Score: -19021456.000000 Penalty: 6087.390625
	Iteration 11Q: 3 clusters Score -1.902146e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 213521 members 
Entering Unmasked Estep 
Score: -19021728.000000 Penalty: 6087.390625
	Iteration 12Q: 3 clusters Score -1.902173e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213590 members 
Entering Unmasked Estep 
Score: -19021856.000000 Penalty: 6087.390625
	Iteration 13Q: 3 clusters Score -1.902186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 213613 members 
Entering Unmasked Estep 
Score: -19021912.000000 Penalty: 6087.390625
	Iteration 14Q: 3 clusters Score -1.902191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213626 members 
Entering Unmasked Estep 
Score: -19021970.000000 Penalty: 6087.390625
	Iteration 15Q: 3 clusters Score -1.902197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213633 members 
Entering Unmasked Estep 
Score: -19022016.000000 Penalty: 6087.390625
	Iteration 16Q: 3 clusters Score -1.902202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213635 members 
Entering Unmasked Estep 
Score: -19022030.000000 Penalty: 6087.390625
	Iteration 17Q: 3 clusters Score -1.902203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213633 members 
Entering Unmasked Estep 
Score: -19022036.000000 Penalty: 6087.390625
	Iteration 18Q: 3 clusters Score -1.902204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213634 members 
Entering Unmasked Estep 
Score: -19022036.000000 Penalty: 6087.390625
	Iteration 19Q: 3 clusters Score -1.902204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213638 members 
Entering Unmasked Estep 
Score: -19022048.000000 Penalty: 6087.390625
	Iteration 20F: 3 clusters Score -1.902205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213640 members 
Entering Unmasked Estep 
Score: -19022054.000000 Penalty: 6087.390625
	Iteration 21Q: 3 clusters Score -1.902205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213641 members 
Entering Unmasked Estep 
Score: -19022052.000000 Penalty: 6087.390625
	Iteration 22Q: 3 clusters Score -1.902205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213641 members 
Entering Unmasked Estep 
Score: -19022052.000000 Penalty: 6087.390625
	Iteration 23F: 3 clusters Score -1.902205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Entering Unmasked Estep 
Score: -1937711.750000 Penalty: 2477.834717
	Iteration 0F: 2 clusters Score -1937712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1922338.250000 Penalty: 4955.669434
	Iteration 0F: 3 clusters Score -1922338 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1927506.250000 Penalty: 4955.669434
	Iteration 1F: 3 clusters Score -1927506 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1927915.875000 Penalty: 4955.669434
	Iteration 2F: 3 clusters Score -1927916 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1928274.625000 Penalty: 4955.669434
	Iteration 3Q: 3 clusters Score -1928275 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1928575.500000 Penalty: 4955.669434
	Iteration 4Q: 3 clusters Score -1928576 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1928871.250000 Penalty: 4955.669434
	Iteration 5Q: 3 clusters Score -1928871 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1929208.625000 Penalty: 4955.669434
	Iteration 6Q: 3 clusters Score -1929209 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1929643.250000 Penalty: 4955.669434
	Iteration 7Q: 3 clusters Score -1929643 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1930197.125000 Penalty: 4955.669434
	Iteration 8Q: 3 clusters Score -1930197 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1930930.000000 Penalty: 4955.669434
	Iteration 9F: 3 clusters Score -1930930 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1931849.625000 Penalty: 4955.669434
	Iteration 10F: 3 clusters Score -1931850 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1932863.000000 Penalty: 4955.669434
	Iteration 11F: 3 clusters Score -1932863 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1933771.750000 Penalty: 4955.669434
	Iteration 12Q: 3 clusters Score -1933772 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1934442.625000 Penalty: 4955.669434
	Iteration 13Q: 3 clusters Score -1934443 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1934891.625000 Penalty: 4955.669434
	Iteration 14Q: 3 clusters Score -1934892 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1935120.000000 Penalty: 4955.669434
	Iteration 15Q: 3 clusters Score -1935120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1935257.250000 Penalty: 4955.669434
	Iteration 16Q: 3 clusters Score -1935257 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1935350.125000 Penalty: 4955.669434
	Iteration 17Q: 3 clusters Score -1935350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1935399.375000 Penalty: 4955.669434
	Iteration 18Q: 3 clusters Score -1935399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1935451.000000 Penalty: 4955.669434
	Iteration 19Q: 3 clusters Score -1935451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1935476.375000 Penalty: 4955.669434
	Iteration 20F: 3 clusters Score -1935476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1935500.750000 Penalty: 4955.669434
	Iteration 21Q: 3 clusters Score -1935501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1935521.750000 Penalty: 4955.669434
	Iteration 22Q: 3 clusters Score -1935522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1935528.250000 Penalty: 4955.669434
	Iteration 23Q: 3 clusters Score -1935528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1935529.375000 Penalty: 4955.669434
	Iteration 24Q: 3 clusters Score -1935529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1935532.750000 Penalty: 4955.669434
	Iteration 25Q: 3 clusters Score -1935533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1935535.375000 Penalty: 4955.669434
	Iteration 26Q: 3 clusters Score -1935535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1935537.500000 Penalty: 4955.669434
	Iteration 27Q: 3 clusters Score -1935538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1935540.500000 Penalty: 4955.669434
	Iteration 28Q: 3 clusters Score -1935540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1935550.125000 Penalty: 4955.669434
	Iteration 29Q: 3 clusters Score -1935550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1935550.000000 Penalty: 4955.669434
	Iteration 30Q: 3 clusters Score -1935550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1935552.000000 Penalty: 4955.669434
	Iteration 31Q: 3 clusters Score -1935552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1935554.750000 Penalty: 4955.669434
	Iteration 32Q: 3 clusters Score -1935555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1935556.250000 Penalty: 4955.669434
	Iteration 33Q: 3 clusters Score -1935556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1935557.000000 Penalty: 4955.669434
	Iteration 34Q: 3 clusters Score -1935557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1935561.500000 Penalty: 4955.669434
	Iteration 35Q: 3 clusters Score -1935562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1935567.250000 Penalty: 4955.669434
	Iteration 36Q: 3 clusters Score -1935567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1935569.875000 Penalty: 4955.669434
	Iteration 37Q: 3 clusters Score -1935570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1935571.875000 Penalty: 4955.669434
	Iteration 38Q: 3 clusters Score -1935572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1935571.000000 Penalty: 4955.669434
	Iteration 39Q: 3 clusters Score -1935571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1935573.250000 Penalty: 4955.669434
	Iteration 40F: 3 clusters Score -1935573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1935575.875000 Penalty: 4955.669434
	Iteration 41Q: 3 clusters Score -1935576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1935574.625000 Penalty: 4955.669434
	Iteration 42Q: 3 clusters Score -1935575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1935573.250000 Penalty: 4955.669434
	Iteration 43Q: 3 clusters Score -1935573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1935573.250000 Penalty: 4955.669434
	Iteration 44F: 3 clusters Score -1935573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Entering Unmasked Estep 
Score: -3414567.750000 Penalty: 2611.164795
	Iteration 0F: 2 clusters Score -3414568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3389225.000000 Penalty: 5222.329590
	Iteration 0F: 3 clusters Score -3389225 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3398500.500000 Penalty: 5222.329590
	Iteration 1F: 3 clusters Score -3398500 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3398977.250000 Penalty: 5222.329590
	Iteration 2Q: 3 clusters Score -3398977 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3399450.500000 Penalty: 5222.329590
	Iteration 3Q: 3 clusters Score -3399450 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3399878.000000 Penalty: 5222.329590
	Iteration 4Q: 3 clusters Score -3399878 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3400257.500000 Penalty: 5222.329590
	Iteration 5Q: 3 clusters Score -3400258 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3400679.500000 Penalty: 5222.329590
	Iteration 6Q: 3 clusters Score -3400680 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3401145.750000 Penalty: 5222.329590
	Iteration 7Q: 3 clusters Score -3401146 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3401706.750000 Penalty: 5222.329590
	Iteration 8Q: 3 clusters Score -3401707 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3402405.500000 Penalty: 5222.329590
	Iteration 9Q: 3 clusters Score -3402406 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3403416.000000 Penalty: 5222.329590
	Iteration 10Q: 3 clusters Score -3403416 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3404721.500000 Penalty: 5222.329590
	Iteration 11Q: 3 clusters Score -3404722 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3405915.500000 Penalty: 5222.329590
	Iteration 12F: 3 clusters Score -3405916 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3406703.000000 Penalty: 5222.329590
	Iteration 13Q: 3 clusters Score -3406703 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3407107.500000 Penalty: 5222.329590
	Iteration 14Q: 3 clusters Score -3407108 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3407351.000000 Penalty: 5222.329590
	Iteration 15Q: 3 clusters Score -3407351 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3407481.500000 Penalty: 5222.329590
	Iteration 16Q: 3 clusters Score -3407482 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3407598.000000 Penalty: 5222.329590
	Iteration 17Q: 3 clusters Score -3407598 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3407727.500000 Penalty: 5222.329590
	Iteration 18Q: 3 clusters Score -3407728 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3407828.000000 Penalty: 5222.329590
	Iteration 19Q: 3 clusters Score -3407828 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3407920.500000 Penalty: 5222.329590
	Iteration 20F: 3 clusters Score -3407920 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3408048.500000 Penalty: 5222.329590
	Iteration 21Q: 3 clusters Score -3408048 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3408143.500000 Penalty: 5222.329590
	Iteration 22Q: 3 clusters Score -3408144 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3408230.500000 Penalty: 5222.329590
	Iteration 23Q: 3 clusters Score -3408230 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3408340.500000 Penalty: 5222.329590
	Iteration 24Q: 3 clusters Score -3408340 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3408455.250000 Penalty: 5222.329590
	Iteration 25Q: 3 clusters Score -3408455 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3408574.500000 Penalty: 5222.329590
	Iteration 26Q: 3 clusters Score -3408574 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3408699.750000 Penalty: 5222.329590
	Iteration 27Q: 3 clusters Score -3408700 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3408847.500000 Penalty: 5222.329590
	Iteration 28Q: 3 clusters Score -3408848 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3408992.250000 Penalty: 5222.329590
	Iteration 29Q: 3 clusters Score -3408992 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3409130.000000 Penalty: 5222.329590
	Iteration 30Q: 3 clusters Score -3409130 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3409294.000000 Penalty: 5222.329590
	Iteration 31Q: 3 clusters Score -3409294 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3409412.000000 Penalty: 5222.329590
	Iteration 32Q: 3 clusters Score -3409412 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3409521.500000 Penalty: 5222.329590
	Iteration 33Q: 3 clusters Score -3409522 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3409618.500000 Penalty: 5222.329590
	Iteration 34Q: 3 clusters Score -3409618 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3409707.250000 Penalty: 5222.329590
	Iteration 35Q: 3 clusters Score -3409707 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3409808.500000 Penalty: 5222.329590
	Iteration 36Q: 3 clusters Score -3409808 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3409869.500000 Penalty: 5222.329590
	Iteration 37Q: 3 clusters Score -3409870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3409953.250000 Penalty: 5222.329590
	Iteration 38Q: 3 clusters Score -3409953 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3410007.000000 Penalty: 5222.329590
	Iteration 39Q: 3 clusters Score -3410007 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3410067.250000 Penalty: 5222.329590
	Iteration 40F: 3 clusters Score -3410067 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3410145.750000 Penalty: 5222.329590
	Iteration 41Q: 3 clusters Score -3410146 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3410230.500000 Penalty: 5222.329590
	Iteration 42Q: 3 clusters Score -3410230 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3410313.000000 Penalty: 5222.329590
	Iteration 43Q: 3 clusters Score -3410313 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3410420.250000 Penalty: 5222.329590
	Iteration 44Q: 3 clusters Score -3410420 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3410489.000000 Penalty: 5222.329590
	Iteration 45Q: 3 clusters Score -3410489 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3410564.500000 Penalty: 5222.329590
	Iteration 46Q: 3 clusters Score -3410564 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3410650.500000 Penalty: 5222.329590
	Iteration 47Q: 3 clusters Score -3410650 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3410736.000000 Penalty: 5222.329590
	Iteration 48Q: 3 clusters Score -3410736 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3410814.500000 Penalty: 5222.329590
	Iteration 49Q: 3 clusters Score -3410814 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3410890.750000 Penalty: 5222.329590
	Iteration 50Q: 3 clusters Score -3410891 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3410975.500000 Penalty: 5222.329590
	Iteration 51Q: 3 clusters Score -3410976 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3411065.000000 Penalty: 5222.329590
	Iteration 52Q: 3 clusters Score -3411065 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3411151.250000 Penalty: 5222.329590
	Iteration 53Q: 3 clusters Score -3411151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3411245.250000 Penalty: 5222.329590
	Iteration 54Q: 3 clusters Score -3411245 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3411318.250000 Penalty: 5222.329590
	Iteration 55Q: 3 clusters Score -3411318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3411396.500000 Penalty: 5222.329590
	Iteration 56Q: 3 clusters Score -3411396 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3411488.000000 Penalty: 5222.329590
	Iteration 57Q: 3 clusters Score -3411488 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3411545.250000 Penalty: 5222.329590
	Iteration 58Q: 3 clusters Score -3411545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3411614.250000 Penalty: 5222.329590
	Iteration 59Q: 3 clusters Score -3411614 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3411674.250000 Penalty: 5222.329590
	Iteration 60F: 3 clusters Score -3411674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3411735.750000 Penalty: 5222.329590
	Iteration 61Q: 3 clusters Score -3411736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3411787.250000 Penalty: 5222.329590
	Iteration 62Q: 3 clusters Score -3411787 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3411838.250000 Penalty: 5222.329590
	Iteration 63Q: 3 clusters Score -3411838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3411896.750000 Penalty: 5222.329590
	Iteration 64Q: 3 clusters Score -3411897 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3411937.500000 Penalty: 5222.329590
	Iteration 65Q: 3 clusters Score -3411938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3411991.750000 Penalty: 5222.329590
	Iteration 66Q: 3 clusters Score -3411992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3412042.250000 Penalty: 5222.329590
	Iteration 67Q: 3 clusters Score -3412042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3412070.500000 Penalty: 5222.329590
	Iteration 68Q: 3 clusters Score -3412070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3412122.750000 Penalty: 5222.329590
	Iteration 69Q: 3 clusters Score -3412123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3412151.750000 Penalty: 5222.329590
	Iteration 70Q: 3 clusters Score -3412152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3412178.250000 Penalty: 5222.329590
	Iteration 71Q: 3 clusters Score -3412178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3412197.500000 Penalty: 5222.329590
	Iteration 72Q: 3 clusters Score -3412198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3412214.750000 Penalty: 5222.329590
	Iteration 73Q: 3 clusters Score -3412215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3412238.500000 Penalty: 5222.329590
	Iteration 74Q: 3 clusters Score -3412238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3412246.750000 Penalty: 5222.329590
	Iteration 75Q: 3 clusters Score -3412247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3412255.250000 Penalty: 5222.329590
	Iteration 76Q: 3 clusters Score -3412255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3412262.750000 Penalty: 5222.329590
	Iteration 77Q: 3 clusters Score -3412263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3412266.000000 Penalty: 5222.329590
	Iteration 78Q: 3 clusters Score -3412266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3412280.750000 Penalty: 5222.329590
	Iteration 79Q: 3 clusters Score -3412281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3412290.000000 Penalty: 5222.329590
	Iteration 80F: 3 clusters Score -3412290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3412285.250000 Penalty: 5222.329590
	Iteration 81Q: 3 clusters Score -3412285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3412294.000000 Penalty: 5222.329590
	Iteration 82Q: 3 clusters Score -3412294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3412288.500000 Penalty: 5222.329590
	Iteration 83Q: 3 clusters Score -3412288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3412292.500000 Penalty: 5222.329590
	Iteration 84Q: 3 clusters Score -3412292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3412296.250000 Penalty: 5222.329590
	Iteration 85Q: 3 clusters Score -3412296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3412294.500000 Penalty: 5222.329590
	Iteration 86Q: 3 clusters Score -3412294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3412293.250000 Penalty: 5222.329590
	Iteration 87Q: 3 clusters Score -3412293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3412295.000000 Penalty: 5222.329590
	Iteration 88Q: 3 clusters Score -3412295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3412292.500000 Penalty: 5222.329590
	Iteration 89Q: 3 clusters Score -3412292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3412297.750000 Penalty: 5222.329590
	Iteration 90Q: 3 clusters Score -3412298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3412297.750000 Penalty: 5222.329590
	Iteration 91F: 3 clusters Score -3412298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (208584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208584 members 
Entering Unmasked Estep 
Score: -18318476.000000 Penalty: 3037.528076
	Iteration 0F: 2 clusters Score -1.831848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -18178546.000000 Penalty: 6075.056152
	Iteration 0F: 3 clusters Score -1.817855e+07 nChanged 100533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -18237564.000000 Penalty: 6075.056152
	Iteration 1F: 3 clusters Score -1.823756e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -18238374.000000 Penalty: 6075.056152
	Iteration 2Q: 3 clusters Score -1.823837e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -18239384.000000 Penalty: 6075.056152
	Iteration 3Q: 3 clusters Score -1.823938e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 108442 members 
Entering Unmasked Estep 
Score: -18240566.000000 Penalty: 6075.056152
	Iteration 4Q: 3 clusters Score -1.824057e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -18241916.000000 Penalty: 6075.056152
	Iteration 5Q: 3 clusters Score -1.824192e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -18243696.000000 Penalty: 6075.056152
	Iteration 6Q: 3 clusters Score -1.82437e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 118286 members 
Entering Unmasked Estep 
Score: -18246228.000000 Penalty: 6075.056152
	Iteration 7Q: 3 clusters Score -1.824623e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -18249776.000000 Penalty: 6075.056152
	Iteration 8Q: 3 clusters Score -1.824978e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -18255338.000000 Penalty: 6075.056152
	Iteration 9F: 3 clusters Score -1.825534e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 144476 members 
Entering Unmasked Estep 
Score: -18263572.000000 Penalty: 6075.056152
	Iteration 10F: 3 clusters Score -1.826357e+07 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -18274416.000000 Penalty: 6075.056152
	Iteration 11F: 3 clusters Score -1.827442e+07 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -18286140.000000 Penalty: 6075.056152
	Iteration 12F: 3 clusters Score -1.828614e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 180768 members 
Entering Unmasked Estep 
Score: -18295934.000000 Penalty: 6075.056152
	Iteration 13F: 3 clusters Score -1.829593e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 188132 members 
Entering Unmasked Estep 
Score: -18302492.000000 Penalty: 6075.056152
	Iteration 14Q: 3 clusters Score -1.830249e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -18306824.000000 Penalty: 6075.056152
	Iteration 15Q: 3 clusters Score -1.830682e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 196959 members 
Entering Unmasked Estep 
Score: -18309744.000000 Penalty: 6075.056152
	Iteration 16Q: 3 clusters Score -1.830974e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 199611 members 
Entering Unmasked Estep 
Score: -18311952.000000 Penalty: 6075.056152
	Iteration 17Q: 3 clusters Score -1.831195e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 201519 members 
Entering Unmasked Estep 
Score: -18313348.000000 Penalty: 6075.056152
	Iteration 18Q: 3 clusters Score -1.831335e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 202901 members 
Entering Unmasked Estep 
Score: -18314418.000000 Penalty: 6075.056152
	Iteration 19Q: 3 clusters Score -1.831442e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 203913 members 
Entering Unmasked Estep 
Score: -18315258.000000 Penalty: 6075.056152
	Iteration 20F: 3 clusters Score -1.831526e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 204683 members 
Entering Unmasked Estep 
Score: -18315828.000000 Penalty: 6075.056152
	Iteration 21Q: 3 clusters Score -1.831583e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 205240 members 
Entering Unmasked Estep 
Score: -18316474.000000 Penalty: 6075.056152
	Iteration 22Q: 3 clusters Score -1.831647e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 205574 members 
Entering Unmasked Estep 
Score: -18316964.000000 Penalty: 6075.056152
	Iteration 23Q: 3 clusters Score -1.831696e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 205741 members 
Entering Unmasked Estep 
Score: -18317196.000000 Penalty: 6075.056152
	Iteration 24Q: 3 clusters Score -1.83172e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 205816 members 
Entering Unmasked Estep 
Score: -18317334.000000 Penalty: 6075.056152
	Iteration 25Q: 3 clusters Score -1.831733e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 205873 members 
Entering Unmasked Estep 
Score: -18317430.000000 Penalty: 6075.056152
	Iteration 26Q: 3 clusters Score -1.831743e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 205868 members 
Entering Unmasked Estep 
Score: -18317474.000000 Penalty: 6075.056152
	Iteration 27Q: 3 clusters Score -1.831747e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 205851 members 
Entering Unmasked Estep 
Score: -18317516.000000 Penalty: 6075.056152
	Iteration 28Q: 3 clusters Score -1.831752e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 205843 members 
Entering Unmasked Estep 
Score: -18317554.000000 Penalty: 6075.056152
	Iteration 29Q: 3 clusters Score -1.831755e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 205839 members 
Entering Unmasked Estep 
Score: -18317572.000000 Penalty: 6075.056152
	Iteration 30Q: 3 clusters Score -1.831757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 205840 members 
Entering Unmasked Estep 
Score: -18317588.000000 Penalty: 6075.056152
	Iteration 31Q: 3 clusters Score -1.831759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -18317586.000000 Penalty: 6075.056152
	Iteration 32Q: 3 clusters Score -1.831759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 205840 members 
Entering Unmasked Estep 
Score: -18317570.000000 Penalty: 6075.056152
	Iteration 33Q: 3 clusters Score -1.831757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 205842 members 
Entering Unmasked Estep 
Score: -18317588.000000 Penalty: 6075.056152
	Iteration 34Q: 3 clusters Score -1.831759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 205839 members 
Entering Unmasked Estep 
Score: -18317604.000000 Penalty: 6075.056152
	Iteration 35Q: 3 clusters Score -1.83176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 205835 members 
Entering Unmasked Estep 
Score: -18317600.000000 Penalty: 6075.056152
	Iteration 36Q: 3 clusters Score -1.83176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 205833 members 
Entering Unmasked Estep 
Score: -18317616.000000 Penalty: 6075.056152
	Iteration 37Q: 3 clusters Score -1.831762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 205834 members 
Entering Unmasked Estep 
Score: -18317610.000000 Penalty: 6075.056152
	Iteration 38Q: 3 clusters Score -1.831761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 205834 members 
Entering Unmasked Estep 
Score: -18317606.000000 Penalty: 6075.056152
	Iteration 39Q: 3 clusters Score -1.831761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 205834 members 
Entering Unmasked Estep 
Score: -18317606.000000 Penalty: 6075.056152
	Iteration 40F: 3 clusters Score -1.831761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 205819 members 
Entering Unmasked Estep 
Score: -18317600.000000 Penalty: 6075.056152
	Iteration 41Q: 3 clusters Score -1.83176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 205810 members 
Entering Unmasked Estep 
Score: -18317628.000000 Penalty: 6075.056152
	Iteration 42Q: 3 clusters Score -1.831763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 205808 members 
Entering Unmasked Estep 
Score: -18317620.000000 Penalty: 6075.056152
	Iteration 43Q: 3 clusters Score -1.831762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 205808 members 
Entering Unmasked Estep 
Score: -18317626.000000 Penalty: 6075.056152
	Iteration 44Q: 3 clusters Score -1.831763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 205801 members 
Entering Unmasked Estep 
Score: -18317622.000000 Penalty: 6075.056152
	Iteration 45Q: 3 clusters Score -1.831762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -18317646.000000 Penalty: 6075.056152
	Iteration 46Q: 3 clusters Score -1.831765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -18317636.000000 Penalty: 6075.056152
	Iteration 47Q: 3 clusters Score -1.831764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 205796 members 
Entering Unmasked Estep 
Score: -18317644.000000 Penalty: 6075.056152
	Iteration 48Q: 3 clusters Score -1.831764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -18317640.000000 Penalty: 6075.056152
	Iteration 49Q: 3 clusters Score -1.831764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -18317642.000000 Penalty: 6075.056152
	Iteration 50Q: 3 clusters Score -1.831764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -18317648.000000 Penalty: 6075.056152
	Iteration 51Q: 3 clusters Score -1.831765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 205792 members 
Entering Unmasked Estep 
Score: -18317642.000000 Penalty: 6075.056152
	Iteration 52Q: 3 clusters Score -1.831764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -18317642.000000 Penalty: 6075.056152
	Iteration 53Q: 3 clusters Score -1.831764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -18317632.000000 Penalty: 6075.056152
	Iteration 54Q: 3 clusters Score -1.831763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 205795 members 
Entering Unmasked Estep 
Score: -18317638.000000 Penalty: 6075.056152
	Iteration 55Q: 3 clusters Score -1.831764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 205795 members 
Entering Unmasked Estep 
Score: -18317638.000000 Penalty: 6075.056152
	Iteration 56F: 3 clusters Score -1.831764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149367 members 
Entering Unmasked Estep 
Score: -13433825.000000 Penalty: 2954.712158
	Iteration 0F: 2 clusters Score -1.343382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -13333888.000000 Penalty: 5909.424316
	Iteration 0F: 3 clusters Score -1.333389e+07 nChanged 71403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -13375385.000000 Penalty: 5909.424316
	Iteration 1F: 3 clusters Score -1.337538e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -13377045.000000 Penalty: 5909.424316
	Iteration 2Q: 3 clusters Score -1.337704e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -13379885.000000 Penalty: 5909.424316
	Iteration 3Q: 3 clusters Score -1.337988e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -13384878.000000 Penalty: 5909.424316
	Iteration 4F: 3 clusters Score -1.338488e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -13393060.000000 Penalty: 5909.424316
	Iteration 5F: 3 clusters Score -1.339306e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -13404240.000000 Penalty: 5909.424316
	Iteration 6F: 3 clusters Score -1.340424e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -13416290.000000 Penalty: 5909.424316
	Iteration 7F: 3 clusters Score -1.341629e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -13424961.000000 Penalty: 5909.424316
	Iteration 8F: 3 clusters Score -1.342496e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -13429033.000000 Penalty: 5909.424316
	Iteration 9Q: 3 clusters Score -1.342903e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13430440.000000 Penalty: 5909.424316
	Iteration 10Q: 3 clusters Score -1.343044e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13430885.000000 Penalty: 5909.424316
	Iteration 11Q: 3 clusters Score -1.343088e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13431066.000000 Penalty: 5909.424316
	Iteration 12Q: 3 clusters Score -1.343107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149084 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13431119.000000 Penalty: 5909.424316
	Iteration 13Q: 3 clusters Score -1.343112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13431155.000000 Penalty: 5909.424316
	Iteration 14Q: 3 clusters Score -1.343116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13431185.000000 Penalty: 5909.424316
	Iteration 15Q: 3 clusters Score -1.343118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13431200.000000 Penalty: 5909.424316
	Iteration 16Q: 3 clusters Score -1.34312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13431223.000000 Penalty: 5909.424316
	Iteration 17Q: 3 clusters Score -1.343122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149143 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13431224.000000 Penalty: 5909.424316
	Iteration 18Q: 3 clusters Score -1.343122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13431231.000000 Penalty: 5909.424316
	Iteration 19Q: 3 clusters Score -1.343123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149150 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13431240.000000 Penalty: 5909.424316
	Iteration 20F: 3 clusters Score -1.343124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149151 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13431243.000000 Penalty: 5909.424316
	Iteration 21Q: 3 clusters Score -1.343124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149151 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13431243.000000 Penalty: 5909.424316
	Iteration 22F: 3 clusters Score -1.343124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Entering Unmasked Estep 
Score: -4258849.000000 Penalty: 2671.027832
	Iteration 0F: 2 clusters Score -4258849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4226758.500000 Penalty: 5342.055664
	Iteration 0F: 3 clusters Score -4226758 nChanged 21904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4238965.500000 Penalty: 5342.055664
	Iteration 1F: 3 clusters Score -4238966 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4239502.000000 Penalty: 5342.055664
	Iteration 2Q: 3 clusters Score -4239502 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4239917.500000 Penalty: 5342.055664
	Iteration 3Q: 3 clusters Score -4239918 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4240327.000000 Penalty: 5342.055664
	Iteration 4Q: 3 clusters Score -4240327 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4240723.000000 Penalty: 5342.055664
	Iteration 5Q: 3 clusters Score -4240723 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4241160.500000 Penalty: 5342.055664
	Iteration 6Q: 3 clusters Score -4241160 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4241748.000000 Penalty: 5342.055664
	Iteration 7Q: 3 clusters Score -4241748 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4242621.000000 Penalty: 5342.055664
	Iteration 8Q: 3 clusters Score -4242621 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4243866.000000 Penalty: 5342.055664
	Iteration 9Q: 3 clusters Score -4243866 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4245586.000000 Penalty: 5342.055664
	Iteration 10F: 3 clusters Score -4245586 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4247645.000000 Penalty: 5342.055664
	Iteration 11F: 3 clusters Score -4247645 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4249685.500000 Penalty: 5342.055664
	Iteration 12F: 3 clusters Score -4249686 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4251364.500000 Penalty: 5342.055664
	Iteration 13Q: 3 clusters Score -4251364 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -4252754.000000 Penalty: 5342.055664
	Iteration 14Q: 3 clusters Score -4252754 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -4253721.000000 Penalty: 5342.055664
	Iteration 15Q: 3 clusters Score -4253721 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -4254519.500000 Penalty: 5342.055664
	Iteration 16Q: 3 clusters Score -4254520 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -4255041.500000 Penalty: 5342.055664
	Iteration 17Q: 3 clusters Score -4255042 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -4255439.500000 Penalty: 5342.055664
	Iteration 18Q: 3 clusters Score -4255440 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -4255775.000000 Penalty: 5342.055664
	Iteration 19Q: 3 clusters Score -4255775 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -4256048.000000 Penalty: 5342.055664
	Iteration 20F: 3 clusters Score -4256048 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -4256234.500000 Penalty: 5342.055664
	Iteration 21Q: 3 clusters Score -4256234 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -4256388.500000 Penalty: 5342.055664
	Iteration 22Q: 3 clusters Score -4256388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -4256484.500000 Penalty: 5342.055664
	Iteration 23Q: 3 clusters Score -4256484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -4256551.000000 Penalty: 5342.055664
	Iteration 24Q: 3 clusters Score -4256551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -4256634.000000 Penalty: 5342.055664
	Iteration 25Q: 3 clusters Score -4256634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -4256690.000000 Penalty: 5342.055664
	Iteration 26Q: 3 clusters Score -4256690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -4256731.500000 Penalty: 5342.055664
	Iteration 27Q: 3 clusters Score -4256732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -4256756.500000 Penalty: 5342.055664
	Iteration 28Q: 3 clusters Score -4256756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -4256771.000000 Penalty: 5342.055664
	Iteration 29Q: 3 clusters Score -4256771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -4256788.000000 Penalty: 5342.055664
	Iteration 30Q: 3 clusters Score -4256788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -4256788.000000 Penalty: 5342.055664
	Iteration 31Q: 3 clusters Score -4256788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -4256799.000000 Penalty: 5342.055664
	Iteration 32Q: 3 clusters Score -4256799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -4256796.500000 Penalty: 5342.055664
	Iteration 33Q: 3 clusters Score -4256796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -4256803.500000 Penalty: 5342.055664
	Iteration 34Q: 3 clusters Score -4256804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -4256800.500000 Penalty: 5342.055664
	Iteration 35Q: 3 clusters Score -4256800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -4256798.000000 Penalty: 5342.055664
	Iteration 36Q: 3 clusters Score -4256798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -4256798.500000 Penalty: 5342.055664
	Iteration 37F: 3 clusters Score -4256798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -4256802.500000 Penalty: 5342.055664
	Iteration 38Q: 3 clusters Score -4256802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -4256798.500000 Penalty: 5342.055664
	Iteration 39Q: 3 clusters Score -4256798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -4256798.500000 Penalty: 5342.055664
	Iteration 40F: 3 clusters Score -4256798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Entering Unmasked Estep 
Score: -1371363.375000 Penalty: 2404.829590
	Iteration 0F: 2 clusters Score -1371363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1359727.125000 Penalty: 4809.659180
	Iteration 0F: 3 clusters Score -1359727 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1363698.875000 Penalty: 4809.659180
	Iteration 1F: 3 clusters Score -1363699 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1364404.125000 Penalty: 4809.659180
	Iteration 2F: 3 clusters Score -1364404 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1365224.875000 Penalty: 4809.659180
	Iteration 3F: 3 clusters Score -1365225 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1366094.250000 Penalty: 4809.659180
	Iteration 4F: 3 clusters Score -1366094 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1366823.375000 Penalty: 4809.659180
	Iteration 5F: 3 clusters Score -1366823 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1367439.500000 Penalty: 4809.659180
	Iteration 6F: 3 clusters Score -1367440 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1367887.250000 Penalty: 4809.659180
	Iteration 7Q: 3 clusters Score -1367887 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1368254.125000 Penalty: 4809.659180
	Iteration 8Q: 3 clusters Score -1368254 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1368530.875000 Penalty: 4809.659180
	Iteration 9Q: 3 clusters Score -1368531 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1368777.500000 Penalty: 4809.659180
	Iteration 10Q: 3 clusters Score -1368778 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1369046.000000 Penalty: 4809.659180
	Iteration 11Q: 3 clusters Score -1369046 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1369348.750000 Penalty: 4809.659180
	Iteration 12Q: 3 clusters Score -1369349 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1369684.875000 Penalty: 4809.659180
	Iteration 13Q: 3 clusters Score -1369685 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1370101.125000 Penalty: 4809.659180
	Iteration 14Q: 3 clusters Score -1370101 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1370489.375000 Penalty: 4809.659180
	Iteration 15Q: 3 clusters Score -1370489 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1370742.125000 Penalty: 4809.659180
	Iteration 16Q: 3 clusters Score -1370742 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1370885.125000 Penalty: 4809.659180
	Iteration 17Q: 3 clusters Score -1370885 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1370955.000000 Penalty: 4809.659180
	Iteration 18Q: 3 clusters Score -1370955 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1370990.625000 Penalty: 4809.659180
	Iteration 19Q: 3 clusters Score -1370991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1371013.250000 Penalty: 4809.659180
	Iteration 20F: 3 clusters Score -1371013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1371025.375000 Penalty: 4809.659180
	Iteration 21Q: 3 clusters Score -1371025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1371030.750000 Penalty: 4809.659180
	Iteration 22Q: 3 clusters Score -1371031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1371032.125000 Penalty: 4809.659180
	Iteration 23Q: 3 clusters Score -1371032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1371036.500000 Penalty: 4809.659180
	Iteration 24Q: 3 clusters Score -1371036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1371039.250000 Penalty: 4809.659180
	Iteration 25Q: 3 clusters Score -1371039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1371042.125000 Penalty: 4809.659180
	Iteration 26Q: 3 clusters Score -1371042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1371041.500000 Penalty: 4809.659180
	Iteration 27Q: 3 clusters Score -1371042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1371041.625000 Penalty: 4809.659180
	Iteration 28Q: 3 clusters Score -1371042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1371046.000000 Penalty: 4809.659180
	Iteration 29Q: 3 clusters Score -1371046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1371049.875000 Penalty: 4809.659180
	Iteration 30Q: 3 clusters Score -1371050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1371053.375000 Penalty: 4809.659180
	Iteration 31Q: 3 clusters Score -1371053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1371050.000000 Penalty: 4809.659180
	Iteration 32Q: 3 clusters Score -1371050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1371050.625000 Penalty: 4809.659180
	Iteration 33Q: 3 clusters Score -1371051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1371049.875000 Penalty: 4809.659180
	Iteration 34Q: 3 clusters Score -1371050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1371050.125000 Penalty: 4809.659180
	Iteration 35Q: 3 clusters Score -1371050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1371053.375000 Penalty: 4809.659180
	Iteration 36Q: 3 clusters Score -1371053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1371053.375000 Penalty: 4809.659180
	Iteration 37F: 3 clusters Score -1371053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Entering Unmasked Estep 
Score: -2432988.250000 Penalty: 2538.436035
	Iteration 0F: 2 clusters Score -2432988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2413819.250000 Penalty: 5076.872070
	Iteration 0F: 3 clusters Score -2413819 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2420914.750000 Penalty: 5076.872070
	Iteration 1F: 3 clusters Score -2420915 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2421886.750000 Penalty: 5076.872070
	Iteration 2F: 3 clusters Score -2421887 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2422951.500000 Penalty: 5076.872070
	Iteration 3F: 3 clusters Score -2422952 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2424064.750000 Penalty: 5076.872070
	Iteration 4F: 3 clusters Score -2424065 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2425203.750000 Penalty: 5076.872070
	Iteration 5F: 3 clusters Score -2425204 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2426213.500000 Penalty: 5076.872070
	Iteration 6F: 3 clusters Score -2426214 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2427076.750000 Penalty: 5076.872070
	Iteration 7F: 3 clusters Score -2427077 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2427727.500000 Penalty: 5076.872070
	Iteration 8Q: 3 clusters Score -2427728 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2428194.750000 Penalty: 5076.872070
	Iteration 9Q: 3 clusters Score -2428195 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2428486.750000 Penalty: 5076.872070
	Iteration 10Q: 3 clusters Score -2428487 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2428634.750000 Penalty: 5076.872070
	Iteration 11Q: 3 clusters Score -2428635 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2428773.000000 Penalty: 5076.872070
	Iteration 12Q: 3 clusters Score -2428773 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2428873.750000 Penalty: 5076.872070
	Iteration 13Q: 3 clusters Score -2428874 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2428975.500000 Penalty: 5076.872070
	Iteration 14Q: 3 clusters Score -2428976 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2429065.500000 Penalty: 5076.872070
	Iteration 15Q: 3 clusters Score -2429066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2429166.250000 Penalty: 5076.872070
	Iteration 16Q: 3 clusters Score -2429166 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2429270.750000 Penalty: 5076.872070
	Iteration 17Q: 3 clusters Score -2429271 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2429397.750000 Penalty: 5076.872070
	Iteration 18Q: 3 clusters Score -2429398 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2429501.750000 Penalty: 5076.872070
	Iteration 19Q: 3 clusters Score -2429502 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2429613.500000 Penalty: 5076.872070
	Iteration 20F: 3 clusters Score -2429614 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2429730.500000 Penalty: 5076.872070
	Iteration 21Q: 3 clusters Score -2429730 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2429834.500000 Penalty: 5076.872070
	Iteration 22Q: 3 clusters Score -2429834 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2429957.750000 Penalty: 5076.872070
	Iteration 23Q: 3 clusters Score -2429958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2430057.500000 Penalty: 5076.872070
	Iteration 24Q: 3 clusters Score -2430058 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2430158.000000 Penalty: 5076.872070
	Iteration 25Q: 3 clusters Score -2430158 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2430246.750000 Penalty: 5076.872070
	Iteration 26Q: 3 clusters Score -2430247 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2430327.000000 Penalty: 5076.872070
	Iteration 27Q: 3 clusters Score -2430327 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2430423.750000 Penalty: 5076.872070
	Iteration 28Q: 3 clusters Score -2430424 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2430510.250000 Penalty: 5076.872070
	Iteration 29Q: 3 clusters Score -2430510 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2430594.000000 Penalty: 5076.872070
	Iteration 30Q: 3 clusters Score -2430594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2430674.500000 Penalty: 5076.872070
	Iteration 31Q: 3 clusters Score -2430674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2430730.750000 Penalty: 5076.872070
	Iteration 32Q: 3 clusters Score -2430731 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2430775.250000 Penalty: 5076.872070
	Iteration 33Q: 3 clusters Score -2430775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2430804.500000 Penalty: 5076.872070
	Iteration 34Q: 3 clusters Score -2430804 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2430847.250000 Penalty: 5076.872070
	Iteration 35Q: 3 clusters Score -2430847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2430879.750000 Penalty: 5076.872070
	Iteration 36Q: 3 clusters Score -2430880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2430901.750000 Penalty: 5076.872070
	Iteration 37Q: 3 clusters Score -2430902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2430912.500000 Penalty: 5076.872070
	Iteration 38Q: 3 clusters Score -2430912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2430917.500000 Penalty: 5076.872070
	Iteration 39Q: 3 clusters Score -2430918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2430932.500000 Penalty: 5076.872070
	Iteration 40F: 3 clusters Score -2430932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2430944.500000 Penalty: 5076.872070
	Iteration 41Q: 3 clusters Score -2430944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2430966.250000 Penalty: 5076.872070
	Iteration 42Q: 3 clusters Score -2430966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2430975.750000 Penalty: 5076.872070
	Iteration 43Q: 3 clusters Score -2430976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2430992.000000 Penalty: 5076.872070
	Iteration 44Q: 3 clusters Score -2430992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2431005.000000 Penalty: 5076.872070
	Iteration 45Q: 3 clusters Score -2431005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2431027.750000 Penalty: 5076.872070
	Iteration 46Q: 3 clusters Score -2431028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2431040.250000 Penalty: 5076.872070
	Iteration 47Q: 3 clusters Score -2431040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2431049.500000 Penalty: 5076.872070
	Iteration 48Q: 3 clusters Score -2431050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2431056.250000 Penalty: 5076.872070
	Iteration 49Q: 3 clusters Score -2431056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2431067.250000 Penalty: 5076.872070
	Iteration 50Q: 3 clusters Score -2431067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2431072.750000 Penalty: 5076.872070
	Iteration 51Q: 3 clusters Score -2431073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2431073.250000 Penalty: 5076.872070
	Iteration 52Q: 3 clusters Score -2431073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2431087.000000 Penalty: 5076.872070
	Iteration 53Q: 3 clusters Score -2431087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2431094.250000 Penalty: 5076.872070
	Iteration 54Q: 3 clusters Score -2431094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2431102.250000 Penalty: 5076.872070
	Iteration 55Q: 3 clusters Score -2431102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2431114.250000 Penalty: 5076.872070
	Iteration 56Q: 3 clusters Score -2431114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2431115.750000 Penalty: 5076.872070
	Iteration 57Q: 3 clusters Score -2431116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2431126.000000 Penalty: 5076.872070
	Iteration 58Q: 3 clusters Score -2431126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2431121.750000 Penalty: 5076.872070
	Iteration 59Q: 3 clusters Score -2431122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2431122.250000 Penalty: 5076.872070
	Iteration 60F: 3 clusters Score -2431122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2431129.250000 Penalty: 5076.872070
	Iteration 61Q: 3 clusters Score -2431129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2431127.750000 Penalty: 5076.872070
	Iteration 62Q: 3 clusters Score -2431128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2431133.250000 Penalty: 5076.872070
	Iteration 63Q: 3 clusters Score -2431133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2431137.500000 Penalty: 5076.872070
	Iteration 64Q: 3 clusters Score -2431138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2431138.000000 Penalty: 5076.872070
	Iteration 65Q: 3 clusters Score -2431138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2431144.000000 Penalty: 5076.872070
	Iteration 66Q: 3 clusters Score -2431144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2431145.750000 Penalty: 5076.872070
	Iteration 67Q: 3 clusters Score -2431146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2431144.500000 Penalty: 5076.872070
	Iteration 68Q: 3 clusters Score -2431144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2431146.500000 Penalty: 5076.872070
	Iteration 69Q: 3 clusters Score -2431146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2431147.000000 Penalty: 5076.872070
	Iteration 70Q: 3 clusters Score -2431147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2431148.000000 Penalty: 5076.872070
	Iteration 71Q: 3 clusters Score -2431148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2431147.750000 Penalty: 5076.872070
	Iteration 72Q: 3 clusters Score -2431148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2431147.750000 Penalty: 5076.872070
	Iteration 73Q: 3 clusters Score -2431148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2431147.500000 Penalty: 5076.872070
	Iteration 74Q: 3 clusters Score -2431148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2431147.500000 Penalty: 5076.872070
	Iteration 75F: 3 clusters Score -2431148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -560741.625000 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -560741.6 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 3353 members 
Entering Unmasked Estep 
Score: -555102.312500 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -555102.3 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -556524.125000 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -556524.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -556829.562500 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -556829.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -557020.000000 Penalty: 4369.988281
	Iteration 3F: 3 clusters Score -557020 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -557177.937500 Penalty: 4369.988281
	Iteration 4Q: 3 clusters Score -557177.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -557346.875000 Penalty: 4369.988281
	Iteration 5Q: 3 clusters Score -557346.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -557531.000000 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -557531 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -557759.625000 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -557759.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -557989.437500 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -557989.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -558182.312500 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -558182.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -558404.125000 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -558404.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -558659.875000 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -558659.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -558933.937500 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -558933.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -559246.562500 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -559246.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -559591.562500 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -559591.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -559832.937500 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -559832.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -559974.125000 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -559974.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -560049.375000 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -560049.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -560079.937500 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -560079.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -560094.312500 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -560094.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -560107.375000 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -560107.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -560118.312500 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -560118.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -560124.000000 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -560124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -560128.125000 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -560128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -560134.187500 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -560134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -560138.625000 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -560138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -560142.125000 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -560142.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -560144.687500 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -560144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -560145.937500 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -560145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -560146.500000 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -560146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -560146.437500 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -560146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -560147.062500 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -560147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -560147.062500 Penalty: 4369.988281
	Iteration 32F: 3 clusters Score -560147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (133370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133370 members 
Entering Unmasked Estep 
Score: -12146212.000000 Penalty: 2926.618896
	Iteration 0F: 2 clusters Score -1.214621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -12057172.000000 Penalty: 5853.237793
	Iteration 0F: 3 clusters Score -1.205717e+07 nChanged 63348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -12094003.000000 Penalty: 5853.237793
	Iteration 1F: 3 clusters Score -1.2094e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -12094782.000000 Penalty: 5853.237793
	Iteration 2Q: 3 clusters Score -1.209478e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -12095682.000000 Penalty: 5853.237793
	Iteration 3Q: 3 clusters Score -1.209568e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -12097217.000000 Penalty: 5853.237793
	Iteration 4Q: 3 clusters Score -1.209722e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -12099103.000000 Penalty: 5853.237793
	Iteration 5Q: 3 clusters Score -1.20991e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -12101905.000000 Penalty: 5853.237793
	Iteration 6Q: 3 clusters Score -1.21019e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -12105519.000000 Penalty: 5853.237793
	Iteration 7F: 3 clusters Score -1.210552e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -12109308.000000 Penalty: 5853.237793
	Iteration 8F: 3 clusters Score -1.210931e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -12112705.000000 Penalty: 5853.237793
	Iteration 9F: 3 clusters Score -1.21127e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -12115551.000000 Penalty: 5853.237793
	Iteration 10F: 3 clusters Score -1.211555e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -12117655.000000 Penalty: 5853.237793
	Iteration 11Q: 3 clusters Score -1.211766e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -12119181.000000 Penalty: 5853.237793
	Iteration 12Q: 3 clusters Score -1.211918e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -12120546.000000 Penalty: 5853.237793
	Iteration 13Q: 3 clusters Score -1.212055e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -12122013.000000 Penalty: 5853.237793
	Iteration 14Q: 3 clusters Score -1.212201e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -12123761.000000 Penalty: 5853.237793
	Iteration 15Q: 3 clusters Score -1.212376e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -12125752.000000 Penalty: 5853.237793
	Iteration 16Q: 3 clusters Score -1.212575e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -12128222.000000 Penalty: 5853.237793
	Iteration 17Q: 3 clusters Score -1.212822e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -12131244.000000 Penalty: 5853.237793
	Iteration 18Q: 3 clusters Score -1.213124e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -12134430.000000 Penalty: 5853.237793
	Iteration 19Q: 3 clusters Score -1.213443e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -12137441.000000 Penalty: 5853.237793
	Iteration 20F: 3 clusters Score -1.213744e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
Score: -12139693.000000 Penalty: 5853.237793
	Iteration 21Q: 3 clusters Score -1.213969e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -12141153.000000 Penalty: 5853.237793
	Iteration 22Q: 3 clusters Score -1.214115e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -12142055.000000 Penalty: 5853.237793
	Iteration 23Q: 3 clusters Score -1.214206e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -12142585.000000 Penalty: 5853.237793
	Iteration 24Q: 3 clusters Score -1.214258e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -12142915.000000 Penalty: 5853.237793
	Iteration 25Q: 3 clusters Score -1.214292e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
Score: -12143132.000000 Penalty: 5853.237793
	Iteration 26Q: 3 clusters Score -1.214313e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 131480 members 
Entering Unmasked Estep 
Score: -12143284.000000 Penalty: 5853.237793
	Iteration 27Q: 3 clusters Score -1.214328e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 131663 members 
Entering Unmasked Estep 
Score: -12143383.000000 Penalty: 5853.237793
	Iteration 28Q: 3 clusters Score -1.214338e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 131803 members 
Entering Unmasked Estep 
Score: -12143548.000000 Penalty: 5853.237793
	Iteration 29Q: 3 clusters Score -1.214355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -12143641.000000 Penalty: 5853.237793
	Iteration 30Q: 3 clusters Score -1.214364e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -12143728.000000 Penalty: 5853.237793
	Iteration 31Q: 3 clusters Score -1.214373e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -12143790.000000 Penalty: 5853.237793
	Iteration 32Q: 3 clusters Score -1.214379e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 132101 members 
Entering Unmasked Estep 
Score: -12143845.000000 Penalty: 5853.237793
	Iteration 33Q: 3 clusters Score -1.214384e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 132133 members 
Entering Unmasked Estep 
Score: -12143881.000000 Penalty: 5853.237793
	Iteration 34Q: 3 clusters Score -1.214388e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 132161 members 
Entering Unmasked Estep 
Score: -12143882.000000 Penalty: 5853.237793
	Iteration 35Q: 3 clusters Score -1.214388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -12143900.000000 Penalty: 5853.237793
	Iteration 36Q: 3 clusters Score -1.21439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 132195 members 
Entering Unmasked Estep 
Score: -12143911.000000 Penalty: 5853.237793
	Iteration 37Q: 3 clusters Score -1.214391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -12143927.000000 Penalty: 5853.237793
	Iteration 38Q: 3 clusters Score -1.214393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -12143928.000000 Penalty: 5853.237793
	Iteration 39Q: 3 clusters Score -1.214393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 132215 members 
Entering Unmasked Estep 
Score: -12143919.000000 Penalty: 5853.237793
	Iteration 40F: 3 clusters Score -1.214392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 132220 members 
Entering Unmasked Estep 
Score: -12143920.000000 Penalty: 5853.237793
	Iteration 41Q: 3 clusters Score -1.214392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -12143932.000000 Penalty: 5853.237793
	Iteration 42Q: 3 clusters Score -1.214393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 132230 members 
Entering Unmasked Estep 
Score: -12143938.000000 Penalty: 5853.237793
	Iteration 43Q: 3 clusters Score -1.214394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -12143941.000000 Penalty: 5853.237793
	Iteration 44Q: 3 clusters Score -1.214394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -12143942.000000 Penalty: 5853.237793
	Iteration 45Q: 3 clusters Score -1.214394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 132244 members 
Entering Unmasked Estep 
Score: -12143942.000000 Penalty: 5853.237793
	Iteration 46Q: 3 clusters Score -1.214394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 132252 members 
Entering Unmasked Estep 
Score: -12143955.000000 Penalty: 5853.237793
	Iteration 47Q: 3 clusters Score -1.214396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 132257 members 
Entering Unmasked Estep 
Score: -12143941.000000 Penalty: 5853.237793
	Iteration 48Q: 3 clusters Score -1.214394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -12143946.000000 Penalty: 5853.237793
	Iteration 49Q: 3 clusters Score -1.214395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 132260 members 
Entering Unmasked Estep 
Score: -12143946.000000 Penalty: 5853.237793
	Iteration 50Q: 3 clusters Score -1.214395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 132263 members 
Entering Unmasked Estep 
Score: -12143960.000000 Penalty: 5853.237793
	Iteration 51Q: 3 clusters Score -1.214396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 132268 members 
Entering Unmasked Estep 
Score: -12143960.000000 Penalty: 5853.237793
	Iteration 52Q: 3 clusters Score -1.214396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 132274 members 
Entering Unmasked Estep 
Score: -12143958.000000 Penalty: 5853.237793
	Iteration 53Q: 3 clusters Score -1.214396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -12143965.000000 Penalty: 5853.237793
	Iteration 54Q: 3 clusters Score -1.214396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -12143984.000000 Penalty: 5853.237793
	Iteration 55Q: 3 clusters Score -1.214398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -12143974.000000 Penalty: 5853.237793
	Iteration 56Q: 3 clusters Score -1.214397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -12143978.000000 Penalty: 5853.237793
	Iteration 57Q: 3 clusters Score -1.214398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -12143971.000000 Penalty: 5853.237793
	Iteration 58Q: 3 clusters Score -1.214397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 132282 members 
Entering Unmasked Estep 
Score: -12143970.000000 Penalty: 5853.237793
	Iteration 59Q: 3 clusters Score -1.214397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -12143967.000000 Penalty: 5853.237793
	Iteration 60F: 3 clusters Score -1.214397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -12143961.000000 Penalty: 5853.237793
	Iteration 61Q: 3 clusters Score -1.214396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 132277 members 
Entering Unmasked Estep 
Score: -12143964.000000 Penalty: 5853.237793
	Iteration 62Q: 3 clusters Score -1.214396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 132277 members 
Entering Unmasked Estep 
Score: -12143963.000000 Penalty: 5853.237793
	Iteration 63Q: 3 clusters Score -1.214396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 132277 members 
Entering Unmasked Estep 
Score: -12143963.000000 Penalty: 5853.237793
	Iteration 64F: 3 clusters Score -1.214396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Entering Unmasked Estep 
Score: -1292641.750000 Penalty: 2375.301025
	Iteration 0F: 2 clusters Score -1292642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1282093.750000 Penalty: 4750.602051
	Iteration 0F: 3 clusters Score -1282094 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1285801.500000 Penalty: 4750.602051
	Iteration 1F: 3 clusters Score -1285802 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1286243.000000 Penalty: 4750.602051
	Iteration 2F: 3 clusters Score -1286243 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1286586.250000 Penalty: 4750.602051
	Iteration 3Q: 3 clusters Score -1286586 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1286859.750000 Penalty: 4750.602051
	Iteration 4Q: 3 clusters Score -1286860 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1287104.125000 Penalty: 4750.602051
	Iteration 5Q: 3 clusters Score -1287104 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1287350.500000 Penalty: 4750.602051
	Iteration 6Q: 3 clusters Score -1287350 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1287604.625000 Penalty: 4750.602051
	Iteration 7Q: 3 clusters Score -1287605 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1287912.750000 Penalty: 4750.602051
	Iteration 8Q: 3 clusters Score -1287913 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1288273.750000 Penalty: 4750.602051
	Iteration 9Q: 3 clusters Score -1288274 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1288705.500000 Penalty: 4750.602051
	Iteration 10Q: 3 clusters Score -1288706 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1289145.250000 Penalty: 4750.602051
	Iteration 11Q: 3 clusters Score -1289145 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1289515.625000 Penalty: 4750.602051
	Iteration 12Q: 3 clusters Score -1289516 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1289797.750000 Penalty: 4750.602051
	Iteration 13Q: 3 clusters Score -1289798 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1290016.750000 Penalty: 4750.602051
	Iteration 14Q: 3 clusters Score -1290017 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1290189.500000 Penalty: 4750.602051
	Iteration 15Q: 3 clusters Score -1290190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1290328.500000 Penalty: 4750.602051
	Iteration 16Q: 3 clusters Score -1290328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1290424.625000 Penalty: 4750.602051
	Iteration 17Q: 3 clusters Score -1290425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1290481.500000 Penalty: 4750.602051
	Iteration 18Q: 3 clusters Score -1290482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1290517.875000 Penalty: 4750.602051
	Iteration 19Q: 3 clusters Score -1290518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1290544.000000 Penalty: 4750.602051
	Iteration 20F: 3 clusters Score -1290544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1290560.875000 Penalty: 4750.602051
	Iteration 21Q: 3 clusters Score -1290561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1290566.500000 Penalty: 4750.602051
	Iteration 22Q: 3 clusters Score -1290566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1290572.250000 Penalty: 4750.602051
	Iteration 23Q: 3 clusters Score -1290572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1290575.500000 Penalty: 4750.602051
	Iteration 24Q: 3 clusters Score -1290576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1290579.750000 Penalty: 4750.602051
	Iteration 25Q: 3 clusters Score -1290580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1290583.125000 Penalty: 4750.602051
	Iteration 26Q: 3 clusters Score -1290583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1290585.125000 Penalty: 4750.602051
	Iteration 27Q: 3 clusters Score -1290585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1290587.625000 Penalty: 4750.602051
	Iteration 28Q: 3 clusters Score -1290588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1290586.250000 Penalty: 4750.602051
	Iteration 29Q: 3 clusters Score -1290586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1290586.250000 Penalty: 4750.602051
	Iteration 30F: 3 clusters Score -1290586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Entering Unmasked Estep 
Score: -1381680.125000 Penalty: 2402.839844
	Iteration 0F: 2 clusters Score -1381680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1370047.000000 Penalty: 4805.679688
	Iteration 0F: 3 clusters Score -1370047 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1373686.125000 Penalty: 4805.679688
	Iteration 1F: 3 clusters Score -1373686 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1374050.625000 Penalty: 4805.679688
	Iteration 2F: 3 clusters Score -1374051 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1374339.625000 Penalty: 4805.679688
	Iteration 3Q: 3 clusters Score -1374340 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1374621.750000 Penalty: 4805.679688
	Iteration 4Q: 3 clusters Score -1374622 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1374928.000000 Penalty: 4805.679688
	Iteration 5Q: 3 clusters Score -1374928 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1375256.625000 Penalty: 4805.679688
	Iteration 6Q: 3 clusters Score -1375257 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1375595.375000 Penalty: 4805.679688
	Iteration 7Q: 3 clusters Score -1375595 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1375908.375000 Penalty: 4805.679688
	Iteration 8Q: 3 clusters Score -1375908 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1376215.375000 Penalty: 4805.679688
	Iteration 9Q: 3 clusters Score -1376215 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1376506.250000 Penalty: 4805.679688
	Iteration 10Q: 3 clusters Score -1376506 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1376779.500000 Penalty: 4805.679688
	Iteration 11Q: 3 clusters Score -1376780 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1377062.000000 Penalty: 4805.679688
	Iteration 12Q: 3 clusters Score -1377062 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1377343.625000 Penalty: 4805.679688
	Iteration 13Q: 3 clusters Score -1377344 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1377687.625000 Penalty: 4805.679688
	Iteration 14Q: 3 clusters Score -1377688 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1378143.250000 Penalty: 4805.679688
	Iteration 15Q: 3 clusters Score -1378143 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1378613.125000 Penalty: 4805.679688
	Iteration 16Q: 3 clusters Score -1378613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1378990.625000 Penalty: 4805.679688
	Iteration 17Q: 3 clusters Score -1378991 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1379266.875000 Penalty: 4805.679688
	Iteration 18Q: 3 clusters Score -1379267 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1379473.125000 Penalty: 4805.679688
	Iteration 19Q: 3 clusters Score -1379473 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1379630.500000 Penalty: 4805.679688
	Iteration 20F: 3 clusters Score -1379630 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1379747.000000 Penalty: 4805.679688
	Iteration 21Q: 3 clusters Score -1379747 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1379827.125000 Penalty: 4805.679688
	Iteration 22Q: 3 clusters Score -1379827 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1379891.625000 Penalty: 4805.679688
	Iteration 23Q: 3 clusters Score -1379892 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1379942.000000 Penalty: 4805.679688
	Iteration 24Q: 3 clusters Score -1379942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1380001.125000 Penalty: 4805.679688
	Iteration 25Q: 3 clusters Score -1380001 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1380045.375000 Penalty: 4805.679688
	Iteration 26Q: 3 clusters Score -1380045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1380094.750000 Penalty: 4805.679688
	Iteration 27Q: 3 clusters Score -1380095 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1380138.875000 Penalty: 4805.679688
	Iteration 28Q: 3 clusters Score -1380139 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1380175.250000 Penalty: 4805.679688
	Iteration 29Q: 3 clusters Score -1380175 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1380211.875000 Penalty: 4805.679688
	Iteration 30Q: 3 clusters Score -1380212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1380255.875000 Penalty: 4805.679688
	Iteration 31Q: 3 clusters Score -1380256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1380291.125000 Penalty: 4805.679688
	Iteration 32Q: 3 clusters Score -1380291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1380312.375000 Penalty: 4805.679688
	Iteration 33Q: 3 clusters Score -1380312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1380344.875000 Penalty: 4805.679688
	Iteration 34Q: 3 clusters Score -1380345 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1380371.625000 Penalty: 4805.679688
	Iteration 35Q: 3 clusters Score -1380372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1380399.375000 Penalty: 4805.679688
	Iteration 36Q: 3 clusters Score -1380399 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1380428.750000 Penalty: 4805.679688
	Iteration 37Q: 3 clusters Score -1380429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1380454.500000 Penalty: 4805.679688
	Iteration 38Q: 3 clusters Score -1380454 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1380477.250000 Penalty: 4805.679688
	Iteration 39Q: 3 clusters Score -1380477 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1380505.625000 Penalty: 4805.679688
	Iteration 40F: 3 clusters Score -1380506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1380527.500000 Penalty: 4805.679688
	Iteration 41Q: 3 clusters Score -1380528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1380545.500000 Penalty: 4805.679688
	Iteration 42Q: 3 clusters Score -1380546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1380562.125000 Penalty: 4805.679688
	Iteration 43Q: 3 clusters Score -1380562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1380584.125000 Penalty: 4805.679688
	Iteration 44Q: 3 clusters Score -1380584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1380599.375000 Penalty: 4805.679688
	Iteration 45Q: 3 clusters Score -1380599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1380607.250000 Penalty: 4805.679688
	Iteration 46Q: 3 clusters Score -1380607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1380611.750000 Penalty: 4805.679688
	Iteration 47Q: 3 clusters Score -1380612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1380616.750000 Penalty: 4805.679688
	Iteration 48Q: 3 clusters Score -1380617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1380621.875000 Penalty: 4805.679688
	Iteration 49Q: 3 clusters Score -1380622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1380624.125000 Penalty: 4805.679688
	Iteration 50Q: 3 clusters Score -1380624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1380623.625000 Penalty: 4805.679688
	Iteration 51Q: 3 clusters Score -1380624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1380624.375000 Penalty: 4805.679688
	Iteration 52Q: 3 clusters Score -1380624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1380624.625000 Penalty: 4805.679688
	Iteration 53Q: 3 clusters Score -1380625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1380624.250000 Penalty: 4805.679688
	Iteration 54Q: 3 clusters Score -1380624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1380625.875000 Penalty: 4805.679688
	Iteration 55Q: 3 clusters Score -1380626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1380626.625000 Penalty: 4805.679688
	Iteration 56Q: 3 clusters Score -1380627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1380626.375000 Penalty: 4805.679688
	Iteration 57Q: 3 clusters Score -1380626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1380624.375000 Penalty: 4805.679688
	Iteration 58Q: 3 clusters Score -1380624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1380625.875000 Penalty: 4805.679688
	Iteration 59Q: 3 clusters Score -1380626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1380625.875000 Penalty: 4805.679688
	Iteration 60F: 3 clusters Score -1380626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131043 members 
Entering Unmasked Estep 
Score: -11728609.000000 Penalty: 2922.253418
	Iteration 0F: 2 clusters Score -1.172861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -11640603.000000 Penalty: 5844.506836
	Iteration 0F: 3 clusters Score -1.16406e+07 nChanged 62449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -11677327.000000 Penalty: 5844.506836
	Iteration 1F: 3 clusters Score -1.167733e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -11678505.000000 Penalty: 5844.506836
	Iteration 2Q: 3 clusters Score -1.16785e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -11680012.000000 Penalty: 5844.506836
	Iteration 3Q: 3 clusters Score -1.168001e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -11682186.000000 Penalty: 5844.506836
	Iteration 4Q: 3 clusters Score -1.168219e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -11685114.000000 Penalty: 5844.506836
	Iteration 5Q: 3 clusters Score -1.168511e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -11689085.000000 Penalty: 5844.506836
	Iteration 6F: 3 clusters Score -1.168908e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -11694770.000000 Penalty: 5844.506836
	Iteration 7F: 3 clusters Score -1.169477e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -11701917.000000 Penalty: 5844.506836
	Iteration 8F: 3 clusters Score -1.170192e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -11707774.000000 Penalty: 5844.506836
	Iteration 9F: 3 clusters Score -1.170777e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -11710416.000000 Penalty: 5844.506836
	Iteration 10Q: 3 clusters Score -1.171042e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -11711556.000000 Penalty: 5844.506836
	Iteration 11Q: 3 clusters Score -1.171156e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -11712384.000000 Penalty: 5844.506836
	Iteration 12Q: 3 clusters Score -1.171238e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -11713006.000000 Penalty: 5844.506836
	Iteration 13Q: 3 clusters Score -1.171301e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -11713439.000000 Penalty: 5844.506836
	Iteration 14Q: 3 clusters Score -1.171344e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -11713756.000000 Penalty: 5844.506836
	Iteration 15Q: 3 clusters Score -1.171376e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -11714111.000000 Penalty: 5844.506836
	Iteration 16Q: 3 clusters Score -1.171411e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -11714377.000000 Penalty: 5844.506836
	Iteration 17Q: 3 clusters Score -1.171438e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -11714576.000000 Penalty: 5844.506836
	Iteration 18Q: 3 clusters Score -1.171458e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -11714710.000000 Penalty: 5844.506836
	Iteration 19Q: 3 clusters Score -1.171471e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -11714834.000000 Penalty: 5844.506836
	Iteration 20F: 3 clusters Score -1.171483e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -11714967.000000 Penalty: 5844.506836
	Iteration 21Q: 3 clusters Score -1.171497e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -11715026.000000 Penalty: 5844.506836
	Iteration 22Q: 3 clusters Score -1.171503e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -11715087.000000 Penalty: 5844.506836
	Iteration 23Q: 3 clusters Score -1.171509e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -11715141.000000 Penalty: 5844.506836
	Iteration 24Q: 3 clusters Score -1.171514e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -11715186.000000 Penalty: 5844.506836
	Iteration 25Q: 3 clusters Score -1.171519e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -11715177.000000 Penalty: 5844.506836
	Iteration 26Q: 3 clusters Score -1.171518e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -11715232.000000 Penalty: 5844.506836
	Iteration 27Q: 3 clusters Score -1.171523e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -11715258.000000 Penalty: 5844.506836
	Iteration 28Q: 3 clusters Score -1.171526e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -11715315.000000 Penalty: 5844.506836
	Iteration 29Q: 3 clusters Score -1.171532e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -11715366.000000 Penalty: 5844.506836
	Iteration 30Q: 3 clusters Score -1.171537e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -11715421.000000 Penalty: 5844.506836
	Iteration 31Q: 3 clusters Score -1.171542e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -11715438.000000 Penalty: 5844.506836
	Iteration 32Q: 3 clusters Score -1.171544e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -11715419.000000 Penalty: 5844.506836
	Iteration 33Q: 3 clusters Score -1.171542e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -11715431.000000 Penalty: 5844.506836
	Iteration 34Q: 3 clusters Score -1.171543e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -11715418.000000 Penalty: 5844.506836
	Iteration 35Q: 3 clusters Score -1.171542e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -11715470.000000 Penalty: 5844.506836
	Iteration 36Q: 3 clusters Score -1.171547e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -11715472.000000 Penalty: 5844.506836
	Iteration 37Q: 3 clusters Score -1.171547e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -11715475.000000 Penalty: 5844.506836
	Iteration 38Q: 3 clusters Score -1.171548e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -11715539.000000 Penalty: 5844.506836
	Iteration 39Q: 3 clusters Score -1.171554e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -11715516.000000 Penalty: 5844.506836
	Iteration 40F: 3 clusters Score -1.171552e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -11715568.000000 Penalty: 5844.506836
	Iteration 41Q: 3 clusters Score -1.171557e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -11715591.000000 Penalty: 5844.506836
	Iteration 42Q: 3 clusters Score -1.171559e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -11715662.000000 Penalty: 5844.506836
	Iteration 43Q: 3 clusters Score -1.171566e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -11715692.000000 Penalty: 5844.506836
	Iteration 44Q: 3 clusters Score -1.171569e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -11715751.000000 Penalty: 5844.506836
	Iteration 45Q: 3 clusters Score -1.171575e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -11715778.000000 Penalty: 5844.506836
	Iteration 46Q: 3 clusters Score -1.171578e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -11715881.000000 Penalty: 5844.506836
	Iteration 47Q: 3 clusters Score -1.171588e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -11715927.000000 Penalty: 5844.506836
	Iteration 48Q: 3 clusters Score -1.171593e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -11715956.000000 Penalty: 5844.506836
	Iteration 49Q: 3 clusters Score -1.171596e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -11716009.000000 Penalty: 5844.506836
	Iteration 50Q: 3 clusters Score -1.171601e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -11716105.000000 Penalty: 5844.506836
	Iteration 51Q: 3 clusters Score -1.17161e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -11716147.000000 Penalty: 5844.506836
	Iteration 52Q: 3 clusters Score -1.171615e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -11716236.000000 Penalty: 5844.506836
	Iteration 53Q: 3 clusters Score -1.171624e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -11716331.000000 Penalty: 5844.506836
	Iteration 54Q: 3 clusters Score -1.171633e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -11716428.000000 Penalty: 5844.506836
	Iteration 55Q: 3 clusters Score -1.171643e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -11716544.000000 Penalty: 5844.506836
	Iteration 56Q: 3 clusters Score -1.171654e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -11716651.000000 Penalty: 5844.506836
	Iteration 57Q: 3 clusters Score -1.171665e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -11716787.000000 Penalty: 5844.506836
	Iteration 58Q: 3 clusters Score -1.171679e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -11716924.000000 Penalty: 5844.506836
	Iteration 59Q: 3 clusters Score -1.171692e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -11717086.000000 Penalty: 5844.506836
	Iteration 60F: 3 clusters Score -1.171709e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -11717210.000000 Penalty: 5844.506836
	Iteration 61Q: 3 clusters Score -1.171721e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -11717431.000000 Penalty: 5844.506836
	Iteration 62Q: 3 clusters Score -1.171743e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -11717574.000000 Penalty: 5844.506836
	Iteration 63Q: 3 clusters Score -1.171757e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -11717761.000000 Penalty: 5844.506836
	Iteration 64Q: 3 clusters Score -1.171776e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -11718037.000000 Penalty: 5844.506836
	Iteration 65Q: 3 clusters Score -1.171804e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -11718361.000000 Penalty: 5844.506836
	Iteration 66Q: 3 clusters Score -1.171836e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -11718681.000000 Penalty: 5844.506836
	Iteration 67Q: 3 clusters Score -1.171868e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -11718937.000000 Penalty: 5844.506836
	Iteration 68Q: 3 clusters Score -1.171894e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -11719240.000000 Penalty: 5844.506836
	Iteration 69Q: 3 clusters Score -1.171924e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -11719639.000000 Penalty: 5844.506836
	Iteration 70Q: 3 clusters Score -1.171964e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112645 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -11720023.000000 Penalty: 5844.506836
	Iteration 71Q: 3 clusters Score -1.172002e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -11720496.000000 Penalty: 5844.506836
	Iteration 72Q: 3 clusters Score -1.17205e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -11720918.000000 Penalty: 5844.506836
	Iteration 73Q: 3 clusters Score -1.172092e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -11721264.000000 Penalty: 5844.506836
	Iteration 74Q: 3 clusters Score -1.172126e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -11721605.000000 Penalty: 5844.506836
	Iteration 75Q: 3 clusters Score -1.17216e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -11721984.000000 Penalty: 5844.506836
	Iteration 76Q: 3 clusters Score -1.172198e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119597 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -11722347.000000 Penalty: 5844.506836
	Iteration 77Q: 3 clusters Score -1.172235e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -11722641.000000 Penalty: 5844.506836
	Iteration 78Q: 3 clusters Score -1.172264e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -11722926.000000 Penalty: 5844.506836
	Iteration 79Q: 3 clusters Score -1.172293e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -11723291.000000 Penalty: 5844.506836
	Iteration 80F: 3 clusters Score -1.172329e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -11723562.000000 Penalty: 5844.506836
	Iteration 81Q: 3 clusters Score -1.172356e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124156 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -11723911.000000 Penalty: 5844.506836
	Iteration 82Q: 3 clusters Score -1.172391e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124883 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -11724207.000000 Penalty: 5844.506836
	Iteration 83Q: 3 clusters Score -1.172421e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -11724524.000000 Penalty: 5844.506836
	Iteration 84Q: 3 clusters Score -1.172452e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -11724759.000000 Penalty: 5844.506836
	Iteration 85Q: 3 clusters Score -1.172476e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -11724933.000000 Penalty: 5844.506836
	Iteration 86Q: 3 clusters Score -1.172493e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127217 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -11725153.000000 Penalty: 5844.506836
	Iteration 87Q: 3 clusters Score -1.172515e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127628 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -11725282.000000 Penalty: 5844.506836
	Iteration 88Q: 3 clusters Score -1.172528e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -11725449.000000 Penalty: 5844.506836
	Iteration 89Q: 3 clusters Score -1.172545e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -11725557.000000 Penalty: 5844.506836
	Iteration 90Q: 3 clusters Score -1.172556e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -11725695.000000 Penalty: 5844.506836
	Iteration 91Q: 3 clusters Score -1.17257e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128669 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11725739.000000 Penalty: 5844.506836
	Iteration 92Q: 3 clusters Score -1.172574e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11725802.000000 Penalty: 5844.506836
	Iteration 93Q: 3 clusters Score -1.17258e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -11725856.000000 Penalty: 5844.506836
	Iteration 94Q: 3 clusters Score -1.172586e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11725871.000000 Penalty: 5844.506836
	Iteration 95Q: 3 clusters Score -1.172587e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129168 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11725914.000000 Penalty: 5844.506836
	Iteration 96Q: 3 clusters Score -1.172591e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11725984.000000 Penalty: 5844.506836
	Iteration 97Q: 3 clusters Score -1.172598e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129344 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11726023.000000 Penalty: 5844.506836
	Iteration 98Q: 3 clusters Score -1.172602e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129414 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11725985.000000 Penalty: 5844.506836
	Iteration 99Q: 3 clusters Score -1.172598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11726021.000000 Penalty: 5844.506836
	Iteration 100F: 3 clusters Score -1.172602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -11726046.000000 Penalty: 5844.506836
	Iteration 101Q: 3 clusters Score -1.172605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129590 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11726046.000000 Penalty: 5844.506836
	Iteration 102Q: 3 clusters Score -1.172605e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11726049.000000 Penalty: 5844.506836
	Iteration 103Q: 3 clusters Score -1.172605e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11726045.000000 Penalty: 5844.506836
	Iteration 104Q: 3 clusters Score -1.172604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11726070.000000 Penalty: 5844.506836
	Iteration 105Q: 3 clusters Score -1.172607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11726080.000000 Penalty: 5844.506836
	Iteration 106Q: 3 clusters Score -1.172608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129749 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11726098.000000 Penalty: 5844.506836
	Iteration 107Q: 3 clusters Score -1.17261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11726108.000000 Penalty: 5844.506836
	Iteration 108Q: 3 clusters Score -1.172611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129795 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11726095.000000 Penalty: 5844.506836
	Iteration 109Q: 3 clusters Score -1.17261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129808 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11726103.000000 Penalty: 5844.506836
	Iteration 110Q: 3 clusters Score -1.17261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129817 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11726105.000000 Penalty: 5844.506836
	Iteration 111Q: 3 clusters Score -1.17261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129829 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11726124.000000 Penalty: 5844.506836
	Iteration 112Q: 3 clusters Score -1.172612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11726146.000000 Penalty: 5844.506836
	Iteration 113Q: 3 clusters Score -1.172615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11726139.000000 Penalty: 5844.506836
	Iteration 114Q: 3 clusters Score -1.172614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129860 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11726148.000000 Penalty: 5844.506836
	Iteration 115Q: 3 clusters Score -1.172615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11726137.000000 Penalty: 5844.506836
	Iteration 116Q: 3 clusters Score -1.172614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129874 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11726139.000000 Penalty: 5844.506836
	Iteration 117Q: 3 clusters Score -1.172614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11726139.000000 Penalty: 5844.506836
	Iteration 118Q: 3 clusters Score -1.172614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11726139.000000 Penalty: 5844.506836
	Iteration 119F: 3 clusters Score -1.172614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -264458.125000 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -264458.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -261052.468750 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -261052.5 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -261919.656250 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -261919.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -262187.000000 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -262187 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -262334.437500 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -262334.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -262435.312500 Penalty: 4018.883057
	Iteration 4Q: 3 clusters Score -262435.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -262507.687500 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -262507.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -262572.125000 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -262572.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -262621.937500 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -262621.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -262654.656250 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -262654.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -262686.125000 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -262686.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -262716.781250 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -262716.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -262743.593750 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -262743.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -262762.593750 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -262762.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -262775.906250 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -262775.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -262789.625000 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -262789.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -262804.593750 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -262804.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -262818.625000 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -262818.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -262829.218750 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -262829.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -262840.781250 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -262840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -262855.406250 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -262855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -262865.750000 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -262865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -262873.718750 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -262873.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -262880.531250 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -262880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -262889.281250 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -262889.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -262901.343750 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -262901.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -262912.218750 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -262912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -262921.312500 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -262921.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -262932.906250 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -262932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -262940.906250 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -262940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -262948.843750 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -262948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -262956.531250 Penalty: 4018.883057
	Iteration 30Q: 3 clusters Score -262956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -262965.406250 Penalty: 4018.883057
	Iteration 31Q: 3 clusters Score -262965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -262976.437500 Penalty: 4018.883057
	Iteration 32Q: 3 clusters Score -262976.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -262995.531250 Penalty: 4018.883057
	Iteration 33Q: 3 clusters Score -262995.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -263016.906250 Penalty: 4018.883057
	Iteration 34Q: 3 clusters Score -263016.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -263037.500000 Penalty: 4018.883057
	Iteration 35Q: 3 clusters Score -263037.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -263055.187500 Penalty: 4018.883057
	Iteration 36Q: 3 clusters Score -263055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -263069.562500 Penalty: 4018.883057
	Iteration 37Q: 3 clusters Score -263069.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -263091.156250 Penalty: 4018.883057
	Iteration 38Q: 3 clusters Score -263091.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -263116.812500 Penalty: 4018.883057
	Iteration 39Q: 3 clusters Score -263116.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -263130.187500 Penalty: 4018.883057
	Iteration 40F: 3 clusters Score -263130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -263145.312500 Penalty: 4018.883057
	Iteration 41Q: 3 clusters Score -263145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -263162.500000 Penalty: 4018.883057
	Iteration 42Q: 3 clusters Score -263162.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -263182.250000 Penalty: 4018.883057
	Iteration 43Q: 3 clusters Score -263182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -263196.031250 Penalty: 4018.883057
	Iteration 44Q: 3 clusters Score -263196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -263212.781250 Penalty: 4018.883057
	Iteration 45Q: 3 clusters Score -263212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -263221.375000 Penalty: 4018.883057
	Iteration 46Q: 3 clusters Score -263221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -263223.312500 Penalty: 4018.883057
	Iteration 47Q: 3 clusters Score -263223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -263225.781250 Penalty: 4018.883057
	Iteration 48Q: 3 clusters Score -263225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -263226.312500 Penalty: 4018.883057
	Iteration 49Q: 3 clusters Score -263226.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -263226.312500 Penalty: 4018.883057
	Iteration 50F: 3 clusters Score -263226.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Entering Unmasked Estep 
Score: -1709037.000000 Penalty: 2450.788818
	Iteration 0F: 2 clusters Score -1709037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1695150.125000 Penalty: 4901.577637
	Iteration 0F: 3 clusters Score -1695150 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1699742.000000 Penalty: 4901.577637
	Iteration 1F: 3 clusters Score -1699742 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1700057.875000 Penalty: 4901.577637
	Iteration 2Q: 3 clusters Score -1700058 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1700314.875000 Penalty: 4901.577637
	Iteration 3Q: 3 clusters Score -1700315 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1700554.000000 Penalty: 4901.577637
	Iteration 4Q: 3 clusters Score -1700554 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1700753.625000 Penalty: 4901.577637
	Iteration 5Q: 3 clusters Score -1700754 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1700962.875000 Penalty: 4901.577637
	Iteration 6Q: 3 clusters Score -1700963 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1701188.250000 Penalty: 4901.577637
	Iteration 7Q: 3 clusters Score -1701188 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1701473.750000 Penalty: 4901.577637
	Iteration 8Q: 3 clusters Score -1701474 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1701866.750000 Penalty: 4901.577637
	Iteration 9Q: 3 clusters Score -1701867 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1702399.750000 Penalty: 4901.577637
	Iteration 10Q: 3 clusters Score -1702400 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1703041.125000 Penalty: 4901.577637
	Iteration 11Q: 3 clusters Score -1703041 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1703697.750000 Penalty: 4901.577637
	Iteration 12F: 3 clusters Score -1703698 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1704367.125000 Penalty: 4901.577637
	Iteration 13Q: 3 clusters Score -1704367 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1705005.125000 Penalty: 4901.577637
	Iteration 14Q: 3 clusters Score -1705005 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1705541.125000 Penalty: 4901.577637
	Iteration 15Q: 3 clusters Score -1705541 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1705999.625000 Penalty: 4901.577637
	Iteration 16Q: 3 clusters Score -1706000 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1706348.000000 Penalty: 4901.577637
	Iteration 17Q: 3 clusters Score -1706348 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1706600.500000 Penalty: 4901.577637
	Iteration 18Q: 3 clusters Score -1706600 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1706794.875000 Penalty: 4901.577637
	Iteration 19Q: 3 clusters Score -1706795 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1706931.625000 Penalty: 4901.577637
	Iteration 20F: 3 clusters Score -1706932 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1707030.750000 Penalty: 4901.577637
	Iteration 21Q: 3 clusters Score -1707031 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1707113.875000 Penalty: 4901.577637
	Iteration 22Q: 3 clusters Score -1707114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1707161.875000 Penalty: 4901.577637
	Iteration 23Q: 3 clusters Score -1707162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1707210.375000 Penalty: 4901.577637
	Iteration 24Q: 3 clusters Score -1707210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1707250.750000 Penalty: 4901.577637
	Iteration 25Q: 3 clusters Score -1707251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1707278.750000 Penalty: 4901.577637
	Iteration 26Q: 3 clusters Score -1707279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1707300.375000 Penalty: 4901.577637
	Iteration 27Q: 3 clusters Score -1707300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1707321.750000 Penalty: 4901.577637
	Iteration 28Q: 3 clusters Score -1707322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1707330.250000 Penalty: 4901.577637
	Iteration 29Q: 3 clusters Score -1707330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1707349.625000 Penalty: 4901.577637
	Iteration 30Q: 3 clusters Score -1707350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1707359.000000 Penalty: 4901.577637
	Iteration 31Q: 3 clusters Score -1707359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1707364.750000 Penalty: 4901.577637
	Iteration 32Q: 3 clusters Score -1707365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1707373.125000 Penalty: 4901.577637
	Iteration 33Q: 3 clusters Score -1707373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1707381.500000 Penalty: 4901.577637
	Iteration 34Q: 3 clusters Score -1707382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1707383.875000 Penalty: 4901.577637
	Iteration 35Q: 3 clusters Score -1707384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1707381.875000 Penalty: 4901.577637
	Iteration 36Q: 3 clusters Score -1707382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1707390.625000 Penalty: 4901.577637
	Iteration 37Q: 3 clusters Score -1707391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1707393.125000 Penalty: 4901.577637
	Iteration 38Q: 3 clusters Score -1707393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1707398.875000 Penalty: 4901.577637
	Iteration 39Q: 3 clusters Score -1707399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1707404.500000 Penalty: 4901.577637
	Iteration 40F: 3 clusters Score -1707404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1707407.875000 Penalty: 4901.577637
	Iteration 41Q: 3 clusters Score -1707408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1707411.000000 Penalty: 4901.577637
	Iteration 42Q: 3 clusters Score -1707411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1707410.000000 Penalty: 4901.577637
	Iteration 43Q: 3 clusters Score -1707410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1707413.500000 Penalty: 4901.577637
	Iteration 44Q: 3 clusters Score -1707414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1707413.750000 Penalty: 4901.577637
	Iteration 45Q: 3 clusters Score -1707414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1707419.875000 Penalty: 4901.577637
	Iteration 46Q: 3 clusters Score -1707420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1707421.125000 Penalty: 4901.577637
	Iteration 47Q: 3 clusters Score -1707421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1707425.250000 Penalty: 4901.577637
	Iteration 48Q: 3 clusters Score -1707425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1707429.125000 Penalty: 4901.577637
	Iteration 49Q: 3 clusters Score -1707429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1707429.250000 Penalty: 4901.577637
	Iteration 50Q: 3 clusters Score -1707429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1707427.625000 Penalty: 4901.577637
	Iteration 51Q: 3 clusters Score -1707428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1707427.875000 Penalty: 4901.577637
	Iteration 52Q: 3 clusters Score -1707428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1707427.625000 Penalty: 4901.577637
	Iteration 53Q: 3 clusters Score -1707428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1707430.250000 Penalty: 4901.577637
	Iteration 54Q: 3 clusters Score -1707430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1707428.125000 Penalty: 4901.577637
	Iteration 55Q: 3 clusters Score -1707428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1707430.125000 Penalty: 4901.577637
	Iteration 56Q: 3 clusters Score -1707430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1707430.000000 Penalty: 4901.577637
	Iteration 57Q: 3 clusters Score -1707430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1707430.750000 Penalty: 4901.577637
	Iteration 58Q: 3 clusters Score -1707431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1707430.875000 Penalty: 4901.577637
	Iteration 59Q: 3 clusters Score -1707431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1707432.500000 Penalty: 4901.577637
	Iteration 60F: 3 clusters Score -1707432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1707431.875000 Penalty: 4901.577637
	Iteration 61Q: 3 clusters Score -1707432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1707434.250000 Penalty: 4901.577637
	Iteration 62Q: 3 clusters Score -1707434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1707436.875000 Penalty: 4901.577637
	Iteration 63Q: 3 clusters Score -1707437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1707433.750000 Penalty: 4901.577637
	Iteration 64Q: 3 clusters Score -1707434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1707437.500000 Penalty: 4901.577637
	Iteration 65Q: 3 clusters Score -1707438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1707436.875000 Penalty: 4901.577637
	Iteration 66Q: 3 clusters Score -1707437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1707437.500000 Penalty: 4901.577637
	Iteration 67Q: 3 clusters Score -1707438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1707441.125000 Penalty: 4901.577637
	Iteration 68Q: 3 clusters Score -1707441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1707441.625000 Penalty: 4901.577637
	Iteration 69Q: 3 clusters Score -1707442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1707442.375000 Penalty: 4901.577637
	Iteration 70Q: 3 clusters Score -1707442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1707442.375000 Penalty: 4901.577637
	Iteration 71F: 3 clusters Score -1707442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Entering Unmasked Estep 
Score: -3646572.000000 Penalty: 2633.744141
	Iteration 0F: 2 clusters Score -3646572 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 20471 members 
Entering Unmasked Estep 
Score: -3618818.750000 Penalty: 5267.488281
	Iteration 0F: 3 clusters Score -3618819 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3628907.000000 Penalty: 5267.488281
	Iteration 1F: 3 clusters Score -3628907 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3629388.250000 Penalty: 5267.488281
	Iteration 2Q: 3 clusters Score -3629388 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3629820.000000 Penalty: 5267.488281
	Iteration 3Q: 3 clusters Score -3629820 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3630328.000000 Penalty: 5267.488281
	Iteration 4Q: 3 clusters Score -3630328 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3630881.750000 Penalty: 5267.488281
	Iteration 5Q: 3 clusters Score -3630882 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3631628.000000 Penalty: 5267.488281
	Iteration 6Q: 3 clusters Score -3631628 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3632478.250000 Penalty: 5267.488281
	Iteration 7Q: 3 clusters Score -3632478 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3633475.750000 Penalty: 5267.488281
	Iteration 8Q: 3 clusters Score -3633476 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3634590.500000 Penalty: 5267.488281
	Iteration 9Q: 3 clusters Score -3634590 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3635897.500000 Penalty: 5267.488281
	Iteration 10F: 3 clusters Score -3635898 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3637337.500000 Penalty: 5267.488281
	Iteration 11F: 3 clusters Score -3637338 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3638583.750000 Penalty: 5267.488281
	Iteration 12Q: 3 clusters Score -3638584 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3639582.500000 Penalty: 5267.488281
	Iteration 13Q: 3 clusters Score -3639582 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3640211.750000 Penalty: 5267.488281
	Iteration 14Q: 3 clusters Score -3640212 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3640600.500000 Penalty: 5267.488281
	Iteration 15Q: 3 clusters Score -3640600 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3640912.250000 Penalty: 5267.488281
	Iteration 16Q: 3 clusters Score -3640912 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3641137.750000 Penalty: 5267.488281
	Iteration 17Q: 3 clusters Score -3641138 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3641313.750000 Penalty: 5267.488281
	Iteration 18Q: 3 clusters Score -3641314 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3641452.250000 Penalty: 5267.488281
	Iteration 19Q: 3 clusters Score -3641452 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3641604.500000 Penalty: 5267.488281
	Iteration 20F: 3 clusters Score -3641604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3641737.000000 Penalty: 5267.488281
	Iteration 21Q: 3 clusters Score -3641737 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3641887.250000 Penalty: 5267.488281
	Iteration 22Q: 3 clusters Score -3641887 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3642048.750000 Penalty: 5267.488281
	Iteration 23Q: 3 clusters Score -3642049 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3642208.250000 Penalty: 5267.488281
	Iteration 24Q: 3 clusters Score -3642208 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3642362.000000 Penalty: 5267.488281
	Iteration 25Q: 3 clusters Score -3642362 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3642540.500000 Penalty: 5267.488281
	Iteration 26Q: 3 clusters Score -3642540 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3642691.500000 Penalty: 5267.488281
	Iteration 27Q: 3 clusters Score -3642692 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3642841.750000 Penalty: 5267.488281
	Iteration 28Q: 3 clusters Score -3642842 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3642990.500000 Penalty: 5267.488281
	Iteration 29Q: 3 clusters Score -3642990 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3643154.750000 Penalty: 5267.488281
	Iteration 30Q: 3 clusters Score -3643155 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3643276.250000 Penalty: 5267.488281
	Iteration 31Q: 3 clusters Score -3643276 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3643399.750000 Penalty: 5267.488281
	Iteration 32Q: 3 clusters Score -3643400 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3643534.750000 Penalty: 5267.488281
	Iteration 33Q: 3 clusters Score -3643535 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3643665.000000 Penalty: 5267.488281
	Iteration 34Q: 3 clusters Score -3643665 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3643786.250000 Penalty: 5267.488281
	Iteration 35Q: 3 clusters Score -3643786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3643875.000000 Penalty: 5267.488281
	Iteration 36Q: 3 clusters Score -3643875 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3643957.500000 Penalty: 5267.488281
	Iteration 37Q: 3 clusters Score -3643958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3644014.000000 Penalty: 5267.488281
	Iteration 38Q: 3 clusters Score -3644014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3644059.500000 Penalty: 5267.488281
	Iteration 39Q: 3 clusters Score -3644060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3644095.500000 Penalty: 5267.488281
	Iteration 40F: 3 clusters Score -3644096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3644135.000000 Penalty: 5267.488281
	Iteration 41Q: 3 clusters Score -3644135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3644158.500000 Penalty: 5267.488281
	Iteration 42Q: 3 clusters Score -3644158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3644177.750000 Penalty: 5267.488281
	Iteration 43Q: 3 clusters Score -3644178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3644197.500000 Penalty: 5267.488281
	Iteration 44Q: 3 clusters Score -3644198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3644222.750000 Penalty: 5267.488281
	Iteration 45Q: 3 clusters Score -3644223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3644233.250000 Penalty: 5267.488281
	Iteration 46Q: 3 clusters Score -3644233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3644247.750000 Penalty: 5267.488281
	Iteration 47Q: 3 clusters Score -3644248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3644261.000000 Penalty: 5267.488281
	Iteration 48Q: 3 clusters Score -3644261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3644288.000000 Penalty: 5267.488281
	Iteration 49Q: 3 clusters Score -3644288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3644303.000000 Penalty: 5267.488281
	Iteration 50Q: 3 clusters Score -3644303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3644314.250000 Penalty: 5267.488281
	Iteration 51Q: 3 clusters Score -3644314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3644332.000000 Penalty: 5267.488281
	Iteration 52Q: 3 clusters Score -3644332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3644339.000000 Penalty: 5267.488281
	Iteration 53Q: 3 clusters Score -3644339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3644354.250000 Penalty: 5267.488281
	Iteration 54Q: 3 clusters Score -3644354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3644366.000000 Penalty: 5267.488281
	Iteration 55Q: 3 clusters Score -3644366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3644376.750000 Penalty: 5267.488281
	Iteration 56Q: 3 clusters Score -3644377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3644382.500000 Penalty: 5267.488281
	Iteration 57Q: 3 clusters Score -3644382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3644388.500000 Penalty: 5267.488281
	Iteration 58Q: 3 clusters Score -3644388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3644391.000000 Penalty: 5267.488281
	Iteration 59Q: 3 clusters Score -3644391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3644396.250000 Penalty: 5267.488281
	Iteration 60F: 3 clusters Score -3644396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3644397.500000 Penalty: 5267.488281
	Iteration 61Q: 3 clusters Score -3644398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3644397.250000 Penalty: 5267.488281
	Iteration 62Q: 3 clusters Score -3644397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3644404.000000 Penalty: 5267.488281
	Iteration 63Q: 3 clusters Score -3644404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3644411.500000 Penalty: 5267.488281
	Iteration 64Q: 3 clusters Score -3644412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3644409.250000 Penalty: 5267.488281
	Iteration 65Q: 3 clusters Score -3644409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3644409.000000 Penalty: 5267.488281
	Iteration 66Q: 3 clusters Score -3644409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3644416.750000 Penalty: 5267.488281
	Iteration 67Q: 3 clusters Score -3644417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3644413.250000 Penalty: 5267.488281
	Iteration 68Q: 3 clusters Score -3644413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3644414.500000 Penalty: 5267.488281
	Iteration 69Q: 3 clusters Score -3644414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3644415.750000 Penalty: 5267.488281
	Iteration 70Q: 3 clusters Score -3644416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3644417.750000 Penalty: 5267.488281
	Iteration 71Q: 3 clusters Score -3644418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3644416.750000 Penalty: 5267.488281
	Iteration 72Q: 3 clusters Score -3644417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3644416.750000 Penalty: 5267.488281
	Iteration 73F: 3 clusters Score -3644417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Entering Unmasked Estep 
Score: -1919111.000000 Penalty: 2481.845703
	Iteration 0F: 2 clusters Score -1919111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1903656.875000 Penalty: 4963.691406
	Iteration 0F: 3 clusters Score -1903657 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1908847.750000 Penalty: 4963.691406
	Iteration 1F: 3 clusters Score -1908848 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1909272.125000 Penalty: 4963.691406
	Iteration 2F: 3 clusters Score -1909272 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1909691.500000 Penalty: 4963.691406
	Iteration 3Q: 3 clusters Score -1909692 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1910096.000000 Penalty: 4963.691406
	Iteration 4Q: 3 clusters Score -1910096 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1910560.625000 Penalty: 4963.691406
	Iteration 5Q: 3 clusters Score -1910561 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1911111.375000 Penalty: 4963.691406
	Iteration 6Q: 3 clusters Score -1911111 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1911818.625000 Penalty: 4963.691406
	Iteration 7F: 3 clusters Score -1911819 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1912520.125000 Penalty: 4963.691406
	Iteration 8F: 3 clusters Score -1912520 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1913205.375000 Penalty: 4963.691406
	Iteration 9F: 3 clusters Score -1913205 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1913804.750000 Penalty: 4963.691406
	Iteration 10Q: 3 clusters Score -1913805 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1914232.000000 Penalty: 4963.691406
	Iteration 11Q: 3 clusters Score -1914232 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1914520.375000 Penalty: 4963.691406
	Iteration 12Q: 3 clusters Score -1914520 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1914706.625000 Penalty: 4963.691406
	Iteration 13Q: 3 clusters Score -1914707 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1914848.375000 Penalty: 4963.691406
	Iteration 14Q: 3 clusters Score -1914848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1914955.375000 Penalty: 4963.691406
	Iteration 15Q: 3 clusters Score -1914955 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1915045.625000 Penalty: 4963.691406
	Iteration 16Q: 3 clusters Score -1915046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1915141.500000 Penalty: 4963.691406
	Iteration 17Q: 3 clusters Score -1915142 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1915253.125000 Penalty: 4963.691406
	Iteration 18Q: 3 clusters Score -1915253 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1915366.125000 Penalty: 4963.691406
	Iteration 19Q: 3 clusters Score -1915366 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1915480.500000 Penalty: 4963.691406
	Iteration 20F: 3 clusters Score -1915480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1915628.250000 Penalty: 4963.691406
	Iteration 21Q: 3 clusters Score -1915628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1915837.000000 Penalty: 4963.691406
	Iteration 22Q: 3 clusters Score -1915837 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1916150.125000 Penalty: 4963.691406
	Iteration 23Q: 3 clusters Score -1916150 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1916611.875000 Penalty: 4963.691406
	Iteration 24Q: 3 clusters Score -1916612 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1916985.125000 Penalty: 4963.691406
	Iteration 25Q: 3 clusters Score -1916985 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1917178.125000 Penalty: 4963.691406
	Iteration 26Q: 3 clusters Score -1917178 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1917293.625000 Penalty: 4963.691406
	Iteration 27Q: 3 clusters Score -1917294 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1917396.250000 Penalty: 4963.691406
	Iteration 28Q: 3 clusters Score -1917396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1917476.250000 Penalty: 4963.691406
	Iteration 29Q: 3 clusters Score -1917476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1917529.625000 Penalty: 4963.691406
	Iteration 30Q: 3 clusters Score -1917530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1917570.500000 Penalty: 4963.691406
	Iteration 31Q: 3 clusters Score -1917570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1917592.875000 Penalty: 4963.691406
	Iteration 32Q: 3 clusters Score -1917593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1917604.750000 Penalty: 4963.691406
	Iteration 33Q: 3 clusters Score -1917605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1917617.000000 Penalty: 4963.691406
	Iteration 34Q: 3 clusters Score -1917617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1917620.875000 Penalty: 4963.691406
	Iteration 35Q: 3 clusters Score -1917621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1917622.750000 Penalty: 4963.691406
	Iteration 36Q: 3 clusters Score -1917623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1917634.375000 Penalty: 4963.691406
	Iteration 37Q: 3 clusters Score -1917634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1917637.250000 Penalty: 4963.691406
	Iteration 38Q: 3 clusters Score -1917637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1917646.750000 Penalty: 4963.691406
	Iteration 39Q: 3 clusters Score -1917647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1917644.500000 Penalty: 4963.691406
	Iteration 40F: 3 clusters Score -1917644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1917647.500000 Penalty: 4963.691406
	Iteration 41Q: 3 clusters Score -1917648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1917648.750000 Penalty: 4963.691406
	Iteration 42Q: 3 clusters Score -1917649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1917650.375000 Penalty: 4963.691406
	Iteration 43Q: 3 clusters Score -1917650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1917650.875000 Penalty: 4963.691406
	Iteration 44Q: 3 clusters Score -1917651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1917650.375000 Penalty: 4963.691406
	Iteration 45Q: 3 clusters Score -1917650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1917651.875000 Penalty: 4963.691406
	Iteration 46Q: 3 clusters Score -1917652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1917652.250000 Penalty: 4963.691406
	Iteration 47Q: 3 clusters Score -1917652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1917656.000000 Penalty: 4963.691406
	Iteration 48Q: 3 clusters Score -1917656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1917656.000000 Penalty: 4963.691406
	Iteration 49F: 3 clusters Score -1917656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -284054.000000 Penalty: 2022.458618
	Iteration 0F: 2 clusters Score -284054 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 1795 members 
Entering Unmasked Estep 
Score: -280532.656250 Penalty: 4044.917236
	Iteration 0F: 3 clusters Score -280532.7 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -281335.437500 Penalty: 4044.917236
	Iteration 1F: 3 clusters Score -281335.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -281635.500000 Penalty: 4044.917236
	Iteration 2F: 3 clusters Score -281635.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -281841.468750 Penalty: 4044.917236
	Iteration 3F: 3 clusters Score -281841.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -282016.718750 Penalty: 4044.917236
	Iteration 4F: 3 clusters Score -282016.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -282159.093750 Penalty: 4044.917236
	Iteration 5Q: 3 clusters Score -282159.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -282268.437500 Penalty: 4044.917236
	Iteration 6Q: 3 clusters Score -282268.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -282363.593750 Penalty: 4044.917236
	Iteration 7Q: 3 clusters Score -282363.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -282485.625000 Penalty: 4044.917236
	Iteration 8Q: 3 clusters Score -282485.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -282660.718750 Penalty: 4044.917236
	Iteration 9Q: 3 clusters Score -282660.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -282904.656250 Penalty: 4044.917236
	Iteration 10Q: 3 clusters Score -282904.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -283093.125000 Penalty: 4044.917236
	Iteration 11Q: 3 clusters Score -283093.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -283209.031250 Penalty: 4044.917236
	Iteration 12Q: 3 clusters Score -283209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -283269.562500 Penalty: 4044.917236
	Iteration 13Q: 3 clusters Score -283269.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -283330.906250 Penalty: 4044.917236
	Iteration 14Q: 3 clusters Score -283330.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -283388.875000 Penalty: 4044.917236
	Iteration 15Q: 3 clusters Score -283388.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -283447.718750 Penalty: 4044.917236
	Iteration 16Q: 3 clusters Score -283447.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -283490.625000 Penalty: 4044.917236
	Iteration 17Q: 3 clusters Score -283490.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283518.500000 Penalty: 4044.917236
	Iteration 18Q: 3 clusters Score -283518.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283551.500000 Penalty: 4044.917236
	Iteration 19Q: 3 clusters Score -283551.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -283588.031250 Penalty: 4044.917236
	Iteration 20F: 3 clusters Score -283588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -283618.531250 Penalty: 4044.917236
	Iteration 21Q: 3 clusters Score -283618.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -283649.125000 Penalty: 4044.917236
	Iteration 22Q: 3 clusters Score -283649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283661.406250 Penalty: 4044.917236
	Iteration 23Q: 3 clusters Score -283661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283669.750000 Penalty: 4044.917236
	Iteration 24Q: 3 clusters Score -283669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283675.656250 Penalty: 4044.917236
	Iteration 25Q: 3 clusters Score -283675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283678.625000 Penalty: 4044.917236
	Iteration 26Q: 3 clusters Score -283678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283681.718750 Penalty: 4044.917236
	Iteration 27Q: 3 clusters Score -283681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283683.031250 Penalty: 4044.917236
	Iteration 28Q: 3 clusters Score -283683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283684.343750 Penalty: 4044.917236
	Iteration 29Q: 3 clusters Score -283684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283684.343750 Penalty: 4044.917236
	Iteration 30F: 3 clusters Score -283684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -519121.718750 Penalty: 2166.130859
	Iteration 0F: 2 clusters Score -519121.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -513825.718750 Penalty: 4332.261719
	Iteration 0F: 3 clusters Score -513825.7 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -515198.500000 Penalty: 4332.261719
	Iteration 1F: 3 clusters Score -515198.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -515408.281250 Penalty: 4332.261719
	Iteration 2F: 3 clusters Score -515408.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -515539.218750 Penalty: 4332.261719
	Iteration 3Q: 3 clusters Score -515539.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -515624.781250 Penalty: 4332.261719
	Iteration 4Q: 3 clusters Score -515624.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -515685.250000 Penalty: 4332.261719
	Iteration 5Q: 3 clusters Score -515685.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -515728.625000 Penalty: 4332.261719
	Iteration 6Q: 3 clusters Score -515728.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -515764.593750 Penalty: 4332.261719
	Iteration 7Q: 3 clusters Score -515764.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -515796.250000 Penalty: 4332.261719
	Iteration 8Q: 3 clusters Score -515796.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -515828.968750 Penalty: 4332.261719
	Iteration 9Q: 3 clusters Score -515829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -515859.875000 Penalty: 4332.261719
	Iteration 10Q: 3 clusters Score -515859.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -515882.750000 Penalty: 4332.261719
	Iteration 11Q: 3 clusters Score -515882.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -515904.468750 Penalty: 4332.261719
	Iteration 12Q: 3 clusters Score -515904.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -515922.937500 Penalty: 4332.261719
	Iteration 13Q: 3 clusters Score -515922.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -515941.312500 Penalty: 4332.261719
	Iteration 14Q: 3 clusters Score -515941.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -515952.875000 Penalty: 4332.261719
	Iteration 15Q: 3 clusters Score -515952.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -515967.500000 Penalty: 4332.261719
	Iteration 16Q: 3 clusters Score -515967.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -515984.625000 Penalty: 4332.261719
	Iteration 17Q: 3 clusters Score -515984.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -515997.156250 Penalty: 4332.261719
	Iteration 18Q: 3 clusters Score -515997.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -516012.968750 Penalty: 4332.261719
	Iteration 19Q: 3 clusters Score -516013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -516025.062500 Penalty: 4332.261719
	Iteration 20F: 3 clusters Score -516025.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -516040.656250 Penalty: 4332.261719
	Iteration 21Q: 3 clusters Score -516040.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -516059.593750 Penalty: 4332.261719
	Iteration 22Q: 3 clusters Score -516059.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -516086.156250 Penalty: 4332.261719
	Iteration 23Q: 3 clusters Score -516086.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -516115.375000 Penalty: 4332.261719
	Iteration 24Q: 3 clusters Score -516115.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -516145.812500 Penalty: 4332.261719
	Iteration 25Q: 3 clusters Score -516145.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -516184.812500 Penalty: 4332.261719
	Iteration 26Q: 3 clusters Score -516184.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -516217.218750 Penalty: 4332.261719
	Iteration 27Q: 3 clusters Score -516217.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -516265.656250 Penalty: 4332.261719
	Iteration 28Q: 3 clusters Score -516265.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -516328.062500 Penalty: 4332.261719
	Iteration 29Q: 3 clusters Score -516328.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -516415.750000 Penalty: 4332.261719
	Iteration 30Q: 3 clusters Score -516415.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -516498.906250 Penalty: 4332.261719
	Iteration 31Q: 3 clusters Score -516498.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -516611.000000 Penalty: 4332.261719
	Iteration 32Q: 3 clusters Score -516611 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -516717.062500 Penalty: 4332.261719
	Iteration 33Q: 3 clusters Score -516717.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -516845.937500 Penalty: 4332.261719
	Iteration 34Q: 3 clusters Score -516845.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -517012.843750 Penalty: 4332.261719
	Iteration 35Q: 3 clusters Score -517012.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -517200.875000 Penalty: 4332.261719
	Iteration 36Q: 3 clusters Score -517200.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -517366.187500 Penalty: 4332.261719
	Iteration 37Q: 3 clusters Score -517366.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -517465.343750 Penalty: 4332.261719
	Iteration 38Q: 3 clusters Score -517465.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -517539.312500 Penalty: 4332.261719
	Iteration 39Q: 3 clusters Score -517539.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -517594.718750 Penalty: 4332.261719
	Iteration 40F: 3 clusters Score -517594.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -517641.625000 Penalty: 4332.261719
	Iteration 41Q: 3 clusters Score -517641.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -517678.750000 Penalty: 4332.261719
	Iteration 42Q: 3 clusters Score -517678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -517708.281250 Penalty: 4332.261719
	Iteration 43Q: 3 clusters Score -517708.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -517728.000000 Penalty: 4332.261719
	Iteration 44Q: 3 clusters Score -517728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -517737.218750 Penalty: 4332.261719
	Iteration 45Q: 3 clusters Score -517737.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -517743.312500 Penalty: 4332.261719
	Iteration 46Q: 3 clusters Score -517743.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -517747.031250 Penalty: 4332.261719
	Iteration 47Q: 3 clusters Score -517747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -517755.500000 Penalty: 4332.261719
	Iteration 48Q: 3 clusters Score -517755.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -517764.125000 Penalty: 4332.261719
	Iteration 49Q: 3 clusters Score -517764.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -517773.843750 Penalty: 4332.261719
	Iteration 50Q: 3 clusters Score -517773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -517778.250000 Penalty: 4332.261719
	Iteration 51Q: 3 clusters Score -517778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -517782.593750 Penalty: 4332.261719
	Iteration 52Q: 3 clusters Score -517782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -517788.437500 Penalty: 4332.261719
	Iteration 53Q: 3 clusters Score -517788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -517793.031250 Penalty: 4332.261719
	Iteration 54Q: 3 clusters Score -517793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -517796.718750 Penalty: 4332.261719
	Iteration 55Q: 3 clusters Score -517796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -517797.406250 Penalty: 4332.261719
	Iteration 56Q: 3 clusters Score -517797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -517800.750000 Penalty: 4332.261719
	Iteration 57Q: 3 clusters Score -517800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -517802.500000 Penalty: 4332.261719
	Iteration 58Q: 3 clusters Score -517802.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -517805.843750 Penalty: 4332.261719
	Iteration 59Q: 3 clusters Score -517805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -517807.687500 Penalty: 4332.261719
	Iteration 60F: 3 clusters Score -517807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -517808.125000 Penalty: 4332.261719
	Iteration 61Q: 3 clusters Score -517808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -517807.750000 Penalty: 4332.261719
	Iteration 62Q: 3 clusters Score -517807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -517807.843750 Penalty: 4332.261719
	Iteration 63Q: 3 clusters Score -517807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -517809.000000 Penalty: 4332.261719
	Iteration 64Q: 3 clusters Score -517809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -517809.531250 Penalty: 4332.261719
	Iteration 65Q: 3 clusters Score -517809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -517809.343750 Penalty: 4332.261719
	Iteration 66Q: 3 clusters Score -517809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -517809.656250 Penalty: 4332.261719
	Iteration 67Q: 3 clusters Score -517809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -517809.656250 Penalty: 4332.261719
	Iteration 68F: 3 clusters Score -517809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Entering Unmasked Estep 
Score: -2183237.000000 Penalty: 2515.994385
	Iteration 0F: 2 clusters Score -2183237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2165573.750000 Penalty: 5031.988770
	Iteration 0F: 3 clusters Score -2165574 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2171744.750000 Penalty: 5031.988770
	Iteration 1F: 3 clusters Score -2171745 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2172163.500000 Penalty: 5031.988770
	Iteration 2F: 3 clusters Score -2172164 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2172488.750000 Penalty: 5031.988770
	Iteration 3Q: 3 clusters Score -2172489 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2172753.250000 Penalty: 5031.988770
	Iteration 4Q: 3 clusters Score -2172753 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2172997.500000 Penalty: 5031.988770
	Iteration 5Q: 3 clusters Score -2172998 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2173250.000000 Penalty: 5031.988770
	Iteration 6Q: 3 clusters Score -2173250 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2173524.500000 Penalty: 5031.988770
	Iteration 7Q: 3 clusters Score -2173524 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2173862.500000 Penalty: 5031.988770
	Iteration 8Q: 3 clusters Score -2173862 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2174302.500000 Penalty: 5031.988770
	Iteration 9Q: 3 clusters Score -2174302 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2174819.500000 Penalty: 5031.988770
	Iteration 10Q: 3 clusters Score -2174820 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2175471.500000 Penalty: 5031.988770
	Iteration 11Q: 3 clusters Score -2175472 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2176191.750000 Penalty: 5031.988770
	Iteration 12Q: 3 clusters Score -2176192 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2176906.500000 Penalty: 5031.988770
	Iteration 13Q: 3 clusters Score -2176906 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2177562.500000 Penalty: 5031.988770
	Iteration 14Q: 3 clusters Score -2177562 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2178125.250000 Penalty: 5031.988770
	Iteration 15Q: 3 clusters Score -2178125 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2178604.250000 Penalty: 5031.988770
	Iteration 16Q: 3 clusters Score -2178604 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2178964.250000 Penalty: 5031.988770
	Iteration 17Q: 3 clusters Score -2178964 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2179246.750000 Penalty: 5031.988770
	Iteration 18Q: 3 clusters Score -2179247 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2179457.750000 Penalty: 5031.988770
	Iteration 19Q: 3 clusters Score -2179458 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2179641.250000 Penalty: 5031.988770
	Iteration 20F: 3 clusters Score -2179641 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2179801.000000 Penalty: 5031.988770
	Iteration 21Q: 3 clusters Score -2179801 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2179942.000000 Penalty: 5031.988770
	Iteration 22Q: 3 clusters Score -2179942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2180075.250000 Penalty: 5031.988770
	Iteration 23Q: 3 clusters Score -2180075 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2180206.750000 Penalty: 5031.988770
	Iteration 24Q: 3 clusters Score -2180207 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2180313.250000 Penalty: 5031.988770
	Iteration 25Q: 3 clusters Score -2180313 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2180413.250000 Penalty: 5031.988770
	Iteration 26Q: 3 clusters Score -2180413 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2180504.500000 Penalty: 5031.988770
	Iteration 27Q: 3 clusters Score -2180504 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2180577.000000 Penalty: 5031.988770
	Iteration 28Q: 3 clusters Score -2180577 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2180652.000000 Penalty: 5031.988770
	Iteration 29Q: 3 clusters Score -2180652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2180727.750000 Penalty: 5031.988770
	Iteration 30Q: 3 clusters Score -2180728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2180789.750000 Penalty: 5031.988770
	Iteration 31Q: 3 clusters Score -2180790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2180848.750000 Penalty: 5031.988770
	Iteration 32Q: 3 clusters Score -2180849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2180881.250000 Penalty: 5031.988770
	Iteration 33Q: 3 clusters Score -2180881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2180914.500000 Penalty: 5031.988770
	Iteration 34Q: 3 clusters Score -2180914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2180938.000000 Penalty: 5031.988770
	Iteration 35Q: 3 clusters Score -2180938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2180949.500000 Penalty: 5031.988770
	Iteration 36Q: 3 clusters Score -2180950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2180964.250000 Penalty: 5031.988770
	Iteration 37Q: 3 clusters Score -2180964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2180976.250000 Penalty: 5031.988770
	Iteration 38Q: 3 clusters Score -2180976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2180993.000000 Penalty: 5031.988770
	Iteration 39Q: 3 clusters Score -2180993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2181000.000000 Penalty: 5031.988770
	Iteration 40F: 3 clusters Score -2181000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2181008.250000 Penalty: 5031.988770
	Iteration 41Q: 3 clusters Score -2181008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2181024.500000 Penalty: 5031.988770
	Iteration 42Q: 3 clusters Score -2181024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2181031.500000 Penalty: 5031.988770
	Iteration 43Q: 3 clusters Score -2181032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2181044.750000 Penalty: 5031.988770
	Iteration 44Q: 3 clusters Score -2181045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2181043.750000 Penalty: 5031.988770
	Iteration 45Q: 3 clusters Score -2181044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2181050.250000 Penalty: 5031.988770
	Iteration 46Q: 3 clusters Score -2181050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2181052.500000 Penalty: 5031.988770
	Iteration 47Q: 3 clusters Score -2181052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2181056.750000 Penalty: 5031.988770
	Iteration 48Q: 3 clusters Score -2181057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2181060.250000 Penalty: 5031.988770
	Iteration 49Q: 3 clusters Score -2181060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2181061.250000 Penalty: 5031.988770
	Iteration 50Q: 3 clusters Score -2181061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2181061.000000 Penalty: 5031.988770
	Iteration 51Q: 3 clusters Score -2181061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2181061.000000 Penalty: 5031.988770
	Iteration 52Q: 3 clusters Score -2181061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2181062.750000 Penalty: 5031.988770
	Iteration 53Q: 3 clusters Score -2181063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2181062.250000 Penalty: 5031.988770
	Iteration 54Q: 3 clusters Score -2181062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2181068.500000 Penalty: 5031.988770
	Iteration 55Q: 3 clusters Score -2181068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2181068.500000 Penalty: 5031.988770
	Iteration 56Q: 3 clusters Score -2181068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2181074.500000 Penalty: 5031.988770
	Iteration 57Q: 3 clusters Score -2181074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2181074.250000 Penalty: 5031.988770
	Iteration 58Q: 3 clusters Score -2181074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2181072.500000 Penalty: 5031.988770
	Iteration 59Q: 3 clusters Score -2181072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2181072.750000 Penalty: 5031.988770
	Iteration 60F: 3 clusters Score -2181073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2181073.750000 Penalty: 5031.988770
	Iteration 61Q: 3 clusters Score -2181074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2181073.750000 Penalty: 5031.988770
	Iteration 62F: 3 clusters Score -2181074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Entering Unmasked Estep 
Score: -6028014.000000 Penalty: 2756.053467
	Iteration 0F: 2 clusters Score -6028014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5982986.000000 Penalty: 5512.106934
	Iteration 0F: 3 clusters Score -5982986 nChanged 31340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6000400.000000 Penalty: 5512.106934
	Iteration 1F: 3 clusters Score -6000400 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -6001138.500000 Penalty: 5512.106934
	Iteration 2Q: 3 clusters Score -6001138 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -6002142.500000 Penalty: 5512.106934
	Iteration 3Q: 3 clusters Score -6002142 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -6003562.500000 Penalty: 5512.106934
	Iteration 4Q: 3 clusters Score -6003562 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -6005739.500000 Penalty: 5512.106934
	Iteration 5F: 3 clusters Score -6005740 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -6009001.000000 Penalty: 5512.106934
	Iteration 6F: 3 clusters Score -6009001 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -6013424.000000 Penalty: 5512.106934
	Iteration 7F: 3 clusters Score -6013424 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -6018260.000000 Penalty: 5512.106934
	Iteration 8F: 3 clusters Score -6018260 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -6022132.500000 Penalty: 5512.106934
	Iteration 9F: 3 clusters Score -6022132 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -6024291.500000 Penalty: 5512.106934
	Iteration 10Q: 3 clusters Score -6024292 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -6025296.000000 Penalty: 5512.106934
	Iteration 11Q: 3 clusters Score -6025296 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -6025742.000000 Penalty: 5512.106934
	Iteration 12Q: 3 clusters Score -6025742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -6026004.500000 Penalty: 5512.106934
	Iteration 13Q: 3 clusters Score -6026004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -6026144.000000 Penalty: 5512.106934
	Iteration 14Q: 3 clusters Score -6026144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -6026236.000000 Penalty: 5512.106934
	Iteration 15Q: 3 clusters Score -6026236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -6026314.000000 Penalty: 5512.106934
	Iteration 16Q: 3 clusters Score -6026314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -6026349.000000 Penalty: 5512.106934
	Iteration 17Q: 3 clusters Score -6026349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -6026397.500000 Penalty: 5512.106934
	Iteration 18Q: 3 clusters Score -6026398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -6026417.500000 Penalty: 5512.106934
	Iteration 19Q: 3 clusters Score -6026418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -6026462.000000 Penalty: 5512.106934
	Iteration 20F: 3 clusters Score -6026462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -6026458.000000 Penalty: 5512.106934
	Iteration 21Q: 3 clusters Score -6026458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -6026482.500000 Penalty: 5512.106934
	Iteration 22Q: 3 clusters Score -6026482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -6026497.000000 Penalty: 5512.106934
	Iteration 23Q: 3 clusters Score -6026497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -6026519.000000 Penalty: 5512.106934
	Iteration 24Q: 3 clusters Score -6026519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -6026545.500000 Penalty: 5512.106934
	Iteration 25Q: 3 clusters Score -6026546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -6026557.500000 Penalty: 5512.106934
	Iteration 26Q: 3 clusters Score -6026558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -6026554.500000 Penalty: 5512.106934
	Iteration 27Q: 3 clusters Score -6026554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -6026560.500000 Penalty: 5512.106934
	Iteration 28Q: 3 clusters Score -6026560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -6026565.000000 Penalty: 5512.106934
	Iteration 29Q: 3 clusters Score -6026565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -6026569.000000 Penalty: 5512.106934
	Iteration 30Q: 3 clusters Score -6026569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -6026579.500000 Penalty: 5512.106934
	Iteration 31Q: 3 clusters Score -6026580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -6026596.000000 Penalty: 5512.106934
	Iteration 32Q: 3 clusters Score -6026596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -6026597.000000 Penalty: 5512.106934
	Iteration 33Q: 3 clusters Score -6026597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -6026597.000000 Penalty: 5512.106934
	Iteration 34Q: 3 clusters Score -6026597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -6026599.500000 Penalty: 5512.106934
	Iteration 35Q: 3 clusters Score -6026600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -6026602.000000 Penalty: 5512.106934
	Iteration 36Q: 3 clusters Score -6026602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -6026597.000000 Penalty: 5512.106934
	Iteration 37Q: 3 clusters Score -6026597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -6026594.500000 Penalty: 5512.106934
	Iteration 38Q: 3 clusters Score -6026594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -6026603.000000 Penalty: 5512.106934
	Iteration 39Q: 3 clusters Score -6026603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -6026604.000000 Penalty: 5512.106934
	Iteration 40F: 3 clusters Score -6026604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -6026602.000000 Penalty: 5512.106934
	Iteration 41Q: 3 clusters Score -6026602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -6026600.000000 Penalty: 5512.106934
	Iteration 42Q: 3 clusters Score -6026600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -6026596.000000 Penalty: 5512.106934
	Iteration 43Q: 3 clusters Score -6026596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -6026596.000000 Penalty: 5512.106934
	Iteration 44F: 3 clusters Score -6026596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Entering Unmasked Estep 
Score: -2224246.500000 Penalty: 2507.767090
	Iteration 0F: 2 clusters Score -2224246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2207114.000000 Penalty: 5015.534180
	Iteration 0F: 3 clusters Score -2207114 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2213033.000000 Penalty: 5015.534180
	Iteration 1F: 3 clusters Score -2213033 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2213491.250000 Penalty: 5015.534180
	Iteration 2F: 3 clusters Score -2213491 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2213947.500000 Penalty: 5015.534180
	Iteration 3Q: 3 clusters Score -2213948 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2214532.250000 Penalty: 5015.534180
	Iteration 4Q: 3 clusters Score -2214532 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2215360.000000 Penalty: 5015.534180
	Iteration 5F: 3 clusters Score -2215360 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2216523.750000 Penalty: 5015.534180
	Iteration 6F: 3 clusters Score -2216524 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2218002.250000 Penalty: 5015.534180
	Iteration 7F: 3 clusters Score -2218002 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2219585.000000 Penalty: 5015.534180
	Iteration 8F: 3 clusters Score -2219585 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2220837.250000 Penalty: 5015.534180
	Iteration 9F: 3 clusters Score -2220837 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2221596.250000 Penalty: 5015.534180
	Iteration 10Q: 3 clusters Score -2221596 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2222019.750000 Penalty: 5015.534180
	Iteration 11Q: 3 clusters Score -2222020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2222263.750000 Penalty: 5015.534180
	Iteration 12Q: 3 clusters Score -2222264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2222424.000000 Penalty: 5015.534180
	Iteration 13Q: 3 clusters Score -2222424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2222564.750000 Penalty: 5015.534180
	Iteration 14Q: 3 clusters Score -2222565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2222648.000000 Penalty: 5015.534180
	Iteration 15Q: 3 clusters Score -2222648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2222697.750000 Penalty: 5015.534180
	Iteration 16Q: 3 clusters Score -2222698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2222718.250000 Penalty: 5015.534180
	Iteration 17Q: 3 clusters Score -2222718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2222723.500000 Penalty: 5015.534180
	Iteration 18Q: 3 clusters Score -2222724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2222728.500000 Penalty: 5015.534180
	Iteration 19Q: 3 clusters Score -2222728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2222731.750000 Penalty: 5015.534180
	Iteration 20F: 3 clusters Score -2222732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2222733.500000 Penalty: 5015.534180
	Iteration 21Q: 3 clusters Score -2222734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2222733.750000 Penalty: 5015.534180
	Iteration 22Q: 3 clusters Score -2222734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2222736.500000 Penalty: 5015.534180
	Iteration 23Q: 3 clusters Score -2222736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2222735.000000 Penalty: 5015.534180
	Iteration 24Q: 3 clusters Score -2222735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2222734.750000 Penalty: 5015.534180
	Iteration 25Q: 3 clusters Score -2222735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2222738.000000 Penalty: 5015.534180
	Iteration 26Q: 3 clusters Score -2222738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2222738.500000 Penalty: 5015.534180
	Iteration 27Q: 3 clusters Score -2222738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2222740.250000 Penalty: 5015.534180
	Iteration 28Q: 3 clusters Score -2222740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2222740.250000 Penalty: 5015.534180
	Iteration 29F: 3 clusters Score -2222740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Entering Unmasked Estep 
Score: -1541217.750000 Penalty: 2425.093994
	Iteration 0F: 2 clusters Score -1541218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1528665.500000 Penalty: 4850.187988
	Iteration 0F: 3 clusters Score -1528666 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1532828.125000 Penalty: 4850.187988
	Iteration 1F: 3 clusters Score -1532828 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1533274.500000 Penalty: 4850.187988
	Iteration 2F: 3 clusters Score -1533274 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1533679.250000 Penalty: 4850.187988
	Iteration 3F: 3 clusters Score -1533679 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1534098.875000 Penalty: 4850.187988
	Iteration 4Q: 3 clusters Score -1534099 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1534526.875000 Penalty: 4850.187988
	Iteration 5Q: 3 clusters Score -1534527 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1534981.375000 Penalty: 4850.187988
	Iteration 6Q: 3 clusters Score -1534981 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1535449.500000 Penalty: 4850.187988
	Iteration 7Q: 3 clusters Score -1535450 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1535877.375000 Penalty: 4850.187988
	Iteration 8Q: 3 clusters Score -1535877 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1536224.500000 Penalty: 4850.187988
	Iteration 9Q: 3 clusters Score -1536224 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1536523.625000 Penalty: 4850.187988
	Iteration 10Q: 3 clusters Score -1536524 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1536783.000000 Penalty: 4850.187988
	Iteration 11Q: 3 clusters Score -1536783 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1537019.500000 Penalty: 4850.187988
	Iteration 12Q: 3 clusters Score -1537020 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1537271.875000 Penalty: 4850.187988
	Iteration 13Q: 3 clusters Score -1537272 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1537524.375000 Penalty: 4850.187988
	Iteration 14Q: 3 clusters Score -1537524 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1537765.625000 Penalty: 4850.187988
	Iteration 15Q: 3 clusters Score -1537766 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1537975.750000 Penalty: 4850.187988
	Iteration 16Q: 3 clusters Score -1537976 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1538155.625000 Penalty: 4850.187988
	Iteration 17Q: 3 clusters Score -1538156 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1538334.750000 Penalty: 4850.187988
	Iteration 18Q: 3 clusters Score -1538335 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1538472.875000 Penalty: 4850.187988
	Iteration 19Q: 3 clusters Score -1538473 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1538607.750000 Penalty: 4850.187988
	Iteration 20F: 3 clusters Score -1538608 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1538700.875000 Penalty: 4850.187988
	Iteration 21Q: 3 clusters Score -1538701 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1538792.375000 Penalty: 4850.187988
	Iteration 22Q: 3 clusters Score -1538792 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1538872.375000 Penalty: 4850.187988
	Iteration 23Q: 3 clusters Score -1538872 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1538965.250000 Penalty: 4850.187988
	Iteration 24Q: 3 clusters Score -1538965 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1539041.875000 Penalty: 4850.187988
	Iteration 25Q: 3 clusters Score -1539042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1539091.125000 Penalty: 4850.187988
	Iteration 26Q: 3 clusters Score -1539091 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1539142.250000 Penalty: 4850.187988
	Iteration 27Q: 3 clusters Score -1539142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1539183.875000 Penalty: 4850.187988
	Iteration 28Q: 3 clusters Score -1539184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1539227.625000 Penalty: 4850.187988
	Iteration 29Q: 3 clusters Score -1539228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1539268.875000 Penalty: 4850.187988
	Iteration 30Q: 3 clusters Score -1539269 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1539298.125000 Penalty: 4850.187988
	Iteration 31Q: 3 clusters Score -1539298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1539326.500000 Penalty: 4850.187988
	Iteration 32Q: 3 clusters Score -1539326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1539356.750000 Penalty: 4850.187988
	Iteration 33Q: 3 clusters Score -1539357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1539371.875000 Penalty: 4850.187988
	Iteration 34Q: 3 clusters Score -1539372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1539391.500000 Penalty: 4850.187988
	Iteration 35Q: 3 clusters Score -1539392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1539414.125000 Penalty: 4850.187988
	Iteration 36Q: 3 clusters Score -1539414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1539427.500000 Penalty: 4850.187988
	Iteration 37Q: 3 clusters Score -1539428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1539438.250000 Penalty: 4850.187988
	Iteration 38Q: 3 clusters Score -1539438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1539443.875000 Penalty: 4850.187988
	Iteration 39Q: 3 clusters Score -1539444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1539445.875000 Penalty: 4850.187988
	Iteration 40F: 3 clusters Score -1539446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1539448.625000 Penalty: 4850.187988
	Iteration 41Q: 3 clusters Score -1539449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1539454.625000 Penalty: 4850.187988
	Iteration 42Q: 3 clusters Score -1539455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1539458.625000 Penalty: 4850.187988
	Iteration 43Q: 3 clusters Score -1539459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1539464.750000 Penalty: 4850.187988
	Iteration 44Q: 3 clusters Score -1539465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1539468.375000 Penalty: 4850.187988
	Iteration 45Q: 3 clusters Score -1539468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1539476.875000 Penalty: 4850.187988
	Iteration 46Q: 3 clusters Score -1539477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1539479.125000 Penalty: 4850.187988
	Iteration 47Q: 3 clusters Score -1539479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1539484.625000 Penalty: 4850.187988
	Iteration 48Q: 3 clusters Score -1539485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1539489.375000 Penalty: 4850.187988
	Iteration 49Q: 3 clusters Score -1539489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1539491.875000 Penalty: 4850.187988
	Iteration 50Q: 3 clusters Score -1539492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1539500.125000 Penalty: 4850.187988
	Iteration 51Q: 3 clusters Score -1539500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1539499.125000 Penalty: 4850.187988
	Iteration 52Q: 3 clusters Score -1539499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1539504.875000 Penalty: 4850.187988
	Iteration 53Q: 3 clusters Score -1539505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1539506.250000 Penalty: 4850.187988
	Iteration 54Q: 3 clusters Score -1539506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1539508.750000 Penalty: 4850.187988
	Iteration 55Q: 3 clusters Score -1539509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1539512.750000 Penalty: 4850.187988
	Iteration 56Q: 3 clusters Score -1539513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1539516.250000 Penalty: 4850.187988
	Iteration 57Q: 3 clusters Score -1539516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1539516.000000 Penalty: 4850.187988
	Iteration 58Q: 3 clusters Score -1539516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1539515.750000 Penalty: 4850.187988
	Iteration 59Q: 3 clusters Score -1539516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1539521.000000 Penalty: 4850.187988
	Iteration 60F: 3 clusters Score -1539521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1539522.250000 Penalty: 4850.187988
	Iteration 61Q: 3 clusters Score -1539522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1539524.000000 Penalty: 4850.187988
	Iteration 62Q: 3 clusters Score -1539524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1539526.625000 Penalty: 4850.187988
	Iteration 63Q: 3 clusters Score -1539527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1539525.750000 Penalty: 4850.187988
	Iteration 64Q: 3 clusters Score -1539526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1539525.750000 Penalty: 4850.187988
	Iteration 65F: 3 clusters Score -1539526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -106074.843750 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -106074.8 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 637 members 
Entering Unmasked Estep 
Score: -103933.148438 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -103933.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104255.460938 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -104255.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104344.453125 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -104344.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104388.625000 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -104388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104399.484375 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -104399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104404.757812 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -104404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104409.265625 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -104409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -104409.882812 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -104409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -104409.882812 Penalty: 3541.271484
	Iteration 8F: 3 clusters Score -104409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -382067.875000 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -382067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -377780.500000 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -377780.5 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -378926.437500 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -378926.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -379403.750000 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -379403.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -379921.437500 Penalty: 4183.170410
	Iteration 3F: 3 clusters Score -379921.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -380427.312500 Penalty: 4183.170410
	Iteration 4F: 3 clusters Score -380427.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -380803.031250 Penalty: 4183.170410
	Iteration 5F: 3 clusters Score -380803 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -381066.281250 Penalty: 4183.170410
	Iteration 6F: 3 clusters Score -381066.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -381215.562500 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -381215.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -381340.093750 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -381340.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -381435.468750 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -381435.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -381500.656250 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -381500.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -381553.218750 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -381553.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -381591.437500 Penalty: 4183.170410
	Iteration 12Q: 3 clusters Score -381591.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -381617.562500 Penalty: 4183.170410
	Iteration 13Q: 3 clusters Score -381617.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -381639.406250 Penalty: 4183.170410
	Iteration 14Q: 3 clusters Score -381639.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -381654.875000 Penalty: 4183.170410
	Iteration 15Q: 3 clusters Score -381654.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -381673.281250 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -381673.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -381693.906250 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -381693.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -381723.343750 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -381723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -381748.406250 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -381748.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -381769.343750 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -381769.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -381792.718750 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -381792.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -381820.656250 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -381820.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -381841.937500 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -381841.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -381868.312500 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -381868.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -381892.000000 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -381892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -381905.406250 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -381905.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -381918.031250 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -381918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -381928.937500 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -381928.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -381940.687500 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -381940.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -381957.843750 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -381957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -381970.343750 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -381970.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -381980.343750 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -381980.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -381985.906250 Penalty: 4183.170410
	Iteration 33Q: 3 clusters Score -381985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -381989.750000 Penalty: 4183.170410
	Iteration 34Q: 3 clusters Score -381989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -381992.531250 Penalty: 4183.170410
	Iteration 35Q: 3 clusters Score -381992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -381994.468750 Penalty: 4183.170410
	Iteration 36Q: 3 clusters Score -381994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -381995.125000 Penalty: 4183.170410
	Iteration 37Q: 3 clusters Score -381995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -381996.031250 Penalty: 4183.170410
	Iteration 38Q: 3 clusters Score -381996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -381996.937500 Penalty: 4183.170410
	Iteration 39Q: 3 clusters Score -381996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -381996.937500 Penalty: 4183.170410
	Iteration 40F: 3 clusters Score -381996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -278919.312500 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -278919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -275433.437500 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -275433.4 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -276178.750000 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -276178.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -276350.437500 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -276350.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -276467.093750 Penalty: 4023.516357
	Iteration 3F: 3 clusters Score -276467.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -276565.312500 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -276565.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -276658.468750 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -276658.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -276741.187500 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -276741.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -276816.625000 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -276816.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -276895.812500 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -276895.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -276952.093750 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -276952.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -277003.156250 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -277003.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -277051.562500 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -277051.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -277094.656250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -277094.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -277142.281250 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -277142.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -277187.093750 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -277187.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -277234.218750 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -277234.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -277276.500000 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -277276.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -277306.687500 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -277306.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -277335.750000 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -277335.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277356.687500 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -277356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -277367.000000 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -277367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -277375.031250 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -277375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -277379.625000 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -277379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -277385.718750 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -277385.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -277392.875000 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -277392.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -277399.781250 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -277399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -277406.718750 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -277406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -277415.593750 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -277415.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -277423.468750 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -277423.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -277430.406250 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -277430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -277435.843750 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -277435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -277438.343750 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -277438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -277441.750000 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -277441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -277446.625000 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -277446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -277447.625000 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -277447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -277449.031250 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -277449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -277450.375000 Penalty: 4023.516357
	Iteration 36Q: 3 clusters Score -277450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -277451.687500 Penalty: 4023.516357
	Iteration 37Q: 3 clusters Score -277451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -277452.187500 Penalty: 4023.516357
	Iteration 38Q: 3 clusters Score -277452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -277454.406250 Penalty: 4023.516357
	Iteration 39Q: 3 clusters Score -277454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -277454.687500 Penalty: 4023.516357
	Iteration 40F: 3 clusters Score -277454.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Entering Unmasked Estep 
Score: -275961.281250 Penalty: 2049.625977
	Iteration 0F: 2 clusters Score -275961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -272124.218750 Penalty: 4099.251953
	Iteration 0F: 3 clusters Score -272124.2 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -273103.218750 Penalty: 4099.251953
	Iteration 1F: 3 clusters Score -273103.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -273397.843750 Penalty: 4099.251953
	Iteration 2F: 3 clusters Score -273397.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -273670.062500 Penalty: 4099.251953
	Iteration 3F: 3 clusters Score -273670.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -273891.187500 Penalty: 4099.251953
	Iteration 4F: 3 clusters Score -273891.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -274088.375000 Penalty: 4099.251953
	Iteration 5Q: 3 clusters Score -274088.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -274271.531250 Penalty: 4099.251953
	Iteration 6Q: 3 clusters Score -274271.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -274395.718750 Penalty: 4099.251953
	Iteration 7Q: 3 clusters Score -274395.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -274463.468750 Penalty: 4099.251953
	Iteration 8Q: 3 clusters Score -274463.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -274518.812500 Penalty: 4099.251953
	Iteration 9Q: 3 clusters Score -274518.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -274550.937500 Penalty: 4099.251953
	Iteration 10Q: 3 clusters Score -274550.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -274576.093750 Penalty: 4099.251953
	Iteration 11Q: 3 clusters Score -274576.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -274613.125000 Penalty: 4099.251953
	Iteration 12Q: 3 clusters Score -274613.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -274642.343750 Penalty: 4099.251953
	Iteration 13Q: 3 clusters Score -274642.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -274663.343750 Penalty: 4099.251953
	Iteration 14Q: 3 clusters Score -274663.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -274678.625000 Penalty: 4099.251953
	Iteration 15Q: 3 clusters Score -274678.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -274705.343750 Penalty: 4099.251953
	Iteration 16Q: 3 clusters Score -274705.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -274732.843750 Penalty: 4099.251953
	Iteration 17Q: 3 clusters Score -274732.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -274752.875000 Penalty: 4099.251953
	Iteration 18Q: 3 clusters Score -274752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -274763.593750 Penalty: 4099.251953
	Iteration 19Q: 3 clusters Score -274763.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -274769.750000 Penalty: 4099.251953
	Iteration 20F: 3 clusters Score -274769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -274777.687500 Penalty: 4099.251953
	Iteration 21Q: 3 clusters Score -274777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -274784.750000 Penalty: 4099.251953
	Iteration 22Q: 3 clusters Score -274784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -274791.906250 Penalty: 4099.251953
	Iteration 23Q: 3 clusters Score -274791.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -274800.218750 Penalty: 4099.251953
	Iteration 24Q: 3 clusters Score -274800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -274810.843750 Penalty: 4099.251953
	Iteration 25Q: 3 clusters Score -274810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -274815.531250 Penalty: 4099.251953
	Iteration 26Q: 3 clusters Score -274815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -274822.687500 Penalty: 4099.251953
	Iteration 27Q: 3 clusters Score -274822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -274828.531250 Penalty: 4099.251953
	Iteration 28Q: 3 clusters Score -274828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -274832.187500 Penalty: 4099.251953
	Iteration 29Q: 3 clusters Score -274832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -274836.093750 Penalty: 4099.251953
	Iteration 30Q: 3 clusters Score -274836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -274839.250000 Penalty: 4099.251953
	Iteration 31Q: 3 clusters Score -274839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -274841.812500 Penalty: 4099.251953
	Iteration 32Q: 3 clusters Score -274841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -274843.562500 Penalty: 4099.251953
	Iteration 33Q: 3 clusters Score -274843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -274845.062500 Penalty: 4099.251953
	Iteration 34Q: 3 clusters Score -274845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -274846.437500 Penalty: 4099.251953
	Iteration 35Q: 3 clusters Score -274846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -274852.250000 Penalty: 4099.251953
	Iteration 36Q: 3 clusters Score -274852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -274863.687500 Penalty: 4099.251953
	Iteration 37Q: 3 clusters Score -274863.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -274873.031250 Penalty: 4099.251953
	Iteration 38Q: 3 clusters Score -274873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -274878.281250 Penalty: 4099.251953
	Iteration 39Q: 3 clusters Score -274878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -274883.093750 Penalty: 4099.251953
	Iteration 40F: 3 clusters Score -274883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -274892.531250 Penalty: 4099.251953
	Iteration 41Q: 3 clusters Score -274892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -274898.625000 Penalty: 4099.251953
	Iteration 42Q: 3 clusters Score -274898.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -274903.656250 Penalty: 4099.251953
	Iteration 43Q: 3 clusters Score -274903.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -274908.062500 Penalty: 4099.251953
	Iteration 44Q: 3 clusters Score -274908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -274912.468750 Penalty: 4099.251953
	Iteration 45Q: 3 clusters Score -274912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -274915.187500 Penalty: 4099.251953
	Iteration 46Q: 3 clusters Score -274915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -274917.531250 Penalty: 4099.251953
	Iteration 47Q: 3 clusters Score -274917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -274919.687500 Penalty: 4099.251953
	Iteration 48Q: 3 clusters Score -274919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -274920.625000 Penalty: 4099.251953
	Iteration 49Q: 3 clusters Score -274920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -274924.031250 Penalty: 4099.251953
	Iteration 50Q: 3 clusters Score -274924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -274929.625000 Penalty: 4099.251953
	Iteration 51Q: 3 clusters Score -274929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -274938.218750 Penalty: 4099.251953
	Iteration 52Q: 3 clusters Score -274938.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -274943.906250 Penalty: 4099.251953
	Iteration 53Q: 3 clusters Score -274943.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -274954.187500 Penalty: 4099.251953
	Iteration 54Q: 3 clusters Score -274954.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -274965.562500 Penalty: 4099.251953
	Iteration 55Q: 3 clusters Score -274965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -274973.156250 Penalty: 4099.251953
	Iteration 56Q: 3 clusters Score -274973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -274980.562500 Penalty: 4099.251953
	Iteration 57Q: 3 clusters Score -274980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -274986.093750 Penalty: 4099.251953
	Iteration 58Q: 3 clusters Score -274986.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -274993.750000 Penalty: 4099.251953
	Iteration 59Q: 3 clusters Score -274993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -275006.843750 Penalty: 4099.251953
	Iteration 60F: 3 clusters Score -275006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -275015.906250 Penalty: 4099.251953
	Iteration 61Q: 3 clusters Score -275015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -275021.000000 Penalty: 4099.251953
	Iteration 62Q: 3 clusters Score -275021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -275024.250000 Penalty: 4099.251953
	Iteration 63Q: 3 clusters Score -275024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -275027.031250 Penalty: 4099.251953
	Iteration 64Q: 3 clusters Score -275027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -275029.218750 Penalty: 4099.251953
	Iteration 65Q: 3 clusters Score -275029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -275030.781250 Penalty: 4099.251953
	Iteration 66Q: 3 clusters Score -275030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -275030.875000 Penalty: 4099.251953
	Iteration 67Q: 3 clusters Score -275030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -275034.906250 Penalty: 4099.251953
	Iteration 68Q: 3 clusters Score -275034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -275037.343750 Penalty: 4099.251953
	Iteration 69Q: 3 clusters Score -275037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -275038.906250 Penalty: 4099.251953
	Iteration 70Q: 3 clusters Score -275038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -275038.906250 Penalty: 4099.251953
	Iteration 71F: 3 clusters Score -275038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (387500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387500 members 
Entering Unmasked Estep 
Score: -34272004.000000 Penalty: 3191.132812
	Iteration 0F: 2 clusters Score -3.4272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193477 members 
Mstep: Class 2 contains 194023 members 
Entering Unmasked Estep 
Score: -34014628.000000 Penalty: 6382.265625
	Iteration 0F: 3 clusters Score -3.401463e+07 nChanged 188567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188068 members 
Mstep: Class 2 contains 199432 members 
Entering Unmasked Estep 
Score: -34126548.000000 Penalty: 6382.265625
	Iteration 1F: 3 clusters Score -3.412655e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184545 members 
Mstep: Class 2 contains 202955 members 
Entering Unmasked Estep 
Score: -34127912.000000 Penalty: 6382.265625
	Iteration 2Q: 3 clusters Score -3.412791e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178959 members 
Mstep: Class 2 contains 208541 members 
Entering Unmasked Estep 
Score: -34129892.000000 Penalty: 6382.265625
	Iteration 3Q: 3 clusters Score -3.412989e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 217129 members 
Entering Unmasked Estep 
Score: -34133300.000000 Penalty: 6382.265625
	Iteration 4Q: 3 clusters Score -3.41333e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157095 members 
Mstep: Class 2 contains 230405 members 
Entering Unmasked Estep 
Score: -34138936.000000 Penalty: 6382.265625
	Iteration 5Q: 3 clusters Score -3.413894e+07 nChanged 20408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 250171 members 
Entering Unmasked Estep 
Score: -34149792.000000 Penalty: 6382.265625
	Iteration 6F: 3 clusters Score -3.414979e+07 nChanged 27755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 277726 members 
Entering Unmasked Estep 
Score: -34169456.000000 Penalty: 6382.265625
	Iteration 7F: 3 clusters Score -3.416946e+07 nChanged 33486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 311176 members 
Entering Unmasked Estep 
Score: -34198300.000000 Penalty: 6382.265625
	Iteration 8F: 3 clusters Score -3.41983e+07 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 344226 members 
Entering Unmasked Estep 
Score: -34230296.000000 Penalty: 6382.265625
	Iteration 9F: 3 clusters Score -3.42303e+07 nChanged 23873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 368099 members 
Entering Unmasked Estep 
Score: -34252244.000000 Penalty: 6382.265625
	Iteration 10F: 3 clusters Score -3.425224e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 380042 members 
Entering Unmasked Estep 
Score: -34263056.000000 Penalty: 6382.265625
	Iteration 11Q: 3 clusters Score -3.426306e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 384784 members 
Entering Unmasked Estep 
Score: -34266848.000000 Penalty: 6382.265625
	Iteration 12Q: 3 clusters Score -3.426685e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 386449 members 
Entering Unmasked Estep 
Score: -34268356.000000 Penalty: 6382.265625
	Iteration 13Q: 3 clusters Score -3.426836e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 386941 members 
Entering Unmasked Estep 
Score: -34268772.000000 Penalty: 6382.265625
	Iteration 14Q: 3 clusters Score -3.426877e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 387091 members 
Entering Unmasked Estep 
Score: -34268972.000000 Penalty: 6382.265625
	Iteration 15Q: 3 clusters Score -3.426897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 387138 members 
Entering Unmasked Estep 
Score: -34269044.000000 Penalty: 6382.265625
	Iteration 16Q: 3 clusters Score -3.426904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 387168 members 
Entering Unmasked Estep 
Score: -34269120.000000 Penalty: 6382.265625
	Iteration 17Q: 3 clusters Score -3.426912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 387187 members 
Entering Unmasked Estep 
Score: -34269148.000000 Penalty: 6382.265625
	Iteration 18Q: 3 clusters Score -3.426915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 387200 members 
Entering Unmasked Estep 
Score: -34269164.000000 Penalty: 6382.265625
	Iteration 19Q: 3 clusters Score -3.426916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387206 members 
Entering Unmasked Estep 
Score: -34269168.000000 Penalty: 6382.265625
	Iteration 20F: 3 clusters Score -3.426917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 387211 members 
Entering Unmasked Estep 
Score: -34269188.000000 Penalty: 6382.265625
	Iteration 21Q: 3 clusters Score -3.426919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 387217 members 
Entering Unmasked Estep 
Score: -34269200.000000 Penalty: 6382.265625
	Iteration 22Q: 3 clusters Score -3.42692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 387215 members 
Entering Unmasked Estep 
Score: -34269196.000000 Penalty: 6382.265625
	Iteration 23Q: 3 clusters Score -3.42692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 387215 members 
Entering Unmasked Estep 
Score: -34269184.000000 Penalty: 6382.265625
	Iteration 24Q: 3 clusters Score -3.426918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 387218 members 
Entering Unmasked Estep 
Score: -34269188.000000 Penalty: 6382.265625
	Iteration 25Q: 3 clusters Score -3.426919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 387220 members 
Entering Unmasked Estep 
Score: -34269200.000000 Penalty: 6382.265625
	Iteration 26Q: 3 clusters Score -3.42692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 387223 members 
Entering Unmasked Estep 
Score: -34269208.000000 Penalty: 6382.265625
	Iteration 27Q: 3 clusters Score -3.426921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 387226 members 
Entering Unmasked Estep 
Score: -34269220.000000 Penalty: 6382.265625
	Iteration 28Q: 3 clusters Score -3.426922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387228 members 
Entering Unmasked Estep 
Score: -34269208.000000 Penalty: 6382.265625
	Iteration 29Q: 3 clusters Score -3.426921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 387229 members 
Entering Unmasked Estep 
Score: -34269208.000000 Penalty: 6382.265625
	Iteration 30Q: 3 clusters Score -3.426921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387228 members 
Entering Unmasked Estep 
Score: -34269216.000000 Penalty: 6382.265625
	Iteration 31Q: 3 clusters Score -3.426922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387228 members 
Entering Unmasked Estep 
Score: -34269216.000000 Penalty: 6382.265625
	Iteration 32F: 3 clusters Score -3.426922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Entering Unmasked Estep 
Score: -1763182.000000 Penalty: 2479.893311
	Iteration 0F: 2 clusters Score -1763182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1747941.250000 Penalty: 4959.786621
	Iteration 0F: 3 clusters Score -1747941 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1753320.000000 Penalty: 4959.786621
	Iteration 1F: 3 clusters Score -1753320 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1753828.000000 Penalty: 4959.786621
	Iteration 2F: 3 clusters Score -1753828 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1754272.625000 Penalty: 4959.786621
	Iteration 3F: 3 clusters Score -1754273 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1754667.625000 Penalty: 4959.786621
	Iteration 4Q: 3 clusters Score -1754668 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1755084.750000 Penalty: 4959.786621
	Iteration 5Q: 3 clusters Score -1755085 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1755483.500000 Penalty: 4959.786621
	Iteration 6Q: 3 clusters Score -1755484 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1755959.750000 Penalty: 4959.786621
	Iteration 7Q: 3 clusters Score -1755960 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1756471.500000 Penalty: 4959.786621
	Iteration 8Q: 3 clusters Score -1756472 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1757047.500000 Penalty: 4959.786621
	Iteration 9Q: 3 clusters Score -1757048 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1757692.250000 Penalty: 4959.786621
	Iteration 10Q: 3 clusters Score -1757692 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1758325.375000 Penalty: 4959.786621
	Iteration 11Q: 3 clusters Score -1758325 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1758865.500000 Penalty: 4959.786621
	Iteration 12Q: 3 clusters Score -1758866 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1759319.125000 Penalty: 4959.786621
	Iteration 13Q: 3 clusters Score -1759319 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1759714.000000 Penalty: 4959.786621
	Iteration 14Q: 3 clusters Score -1759714 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1760021.500000 Penalty: 4959.786621
	Iteration 15Q: 3 clusters Score -1760022 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1760278.875000 Penalty: 4959.786621
	Iteration 16Q: 3 clusters Score -1760279 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -1760492.000000 Penalty: 4959.786621
	Iteration 17Q: 3 clusters Score -1760492 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1760655.750000 Penalty: 4959.786621
	Iteration 18Q: 3 clusters Score -1760656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1760757.250000 Penalty: 4959.786621
	Iteration 19Q: 3 clusters Score -1760757 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1760829.625000 Penalty: 4959.786621
	Iteration 20F: 3 clusters Score -1760830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -1760879.375000 Penalty: 4959.786621
	Iteration 21Q: 3 clusters Score -1760879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -1760927.875000 Penalty: 4959.786621
	Iteration 22Q: 3 clusters Score -1760928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -1760966.750000 Penalty: 4959.786621
	Iteration 23Q: 3 clusters Score -1760967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1760993.125000 Penalty: 4959.786621
	Iteration 24Q: 3 clusters Score -1760993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -1761015.750000 Penalty: 4959.786621
	Iteration 25Q: 3 clusters Score -1761016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1761032.750000 Penalty: 4959.786621
	Iteration 26Q: 3 clusters Score -1761033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1761049.250000 Penalty: 4959.786621
	Iteration 27Q: 3 clusters Score -1761049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1761060.375000 Penalty: 4959.786621
	Iteration 28Q: 3 clusters Score -1761060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -1761062.875000 Penalty: 4959.786621
	Iteration 29Q: 3 clusters Score -1761063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1761070.875000 Penalty: 4959.786621
	Iteration 30Q: 3 clusters Score -1761071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -1761073.875000 Penalty: 4959.786621
	Iteration 31Q: 3 clusters Score -1761074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -1761081.000000 Penalty: 4959.786621
	Iteration 32Q: 3 clusters Score -1761081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -1761084.500000 Penalty: 4959.786621
	Iteration 33Q: 3 clusters Score -1761084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1761085.750000 Penalty: 4959.786621
	Iteration 34Q: 3 clusters Score -1761086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1761085.750000 Penalty: 4959.786621
	Iteration 35F: 3 clusters Score -1761086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -320247.593750 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -320247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -316435.468750 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -316435.5 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -317261.593750 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -317261.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -317442.687500 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -317442.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -317546.468750 Penalty: 4093.988037
	Iteration 3Q: 3 clusters Score -317546.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -317609.031250 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -317609 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -317652.406250 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -317652.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -317684.750000 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -317684.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -317716.125000 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -317716.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -317740.625000 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -317740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -317769.750000 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -317769.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -317799.718750 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -317799.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -317830.968750 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -317831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -317870.468750 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -317870.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -317913.843750 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -317913.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -317965.375000 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -317965.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -318019.968750 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -318020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -318084.093750 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -318084.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -318184.250000 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -318184.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -318297.187500 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -318297.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -318382.406250 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -318382.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -318487.625000 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -318487.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -318564.781250 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -318564.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -318616.468750 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -318616.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -318666.406250 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -318666.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -318698.687500 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -318698.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -318719.125000 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -318719.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -318729.718750 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -318729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -318739.562500 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -318739.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -318752.812500 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -318752.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -318768.968750 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -318769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -318778.531250 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -318778.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -318788.093750 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -318788.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -318798.281250 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -318798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -318803.593750 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -318803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -318808.406250 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -318808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -318811.875000 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -318811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -318814.625000 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -318814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -318816.656250 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -318816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -318818.093750 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -318818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318819.968750 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -318820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318821.187500 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -318821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -318822.000000 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -318822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318822.187500 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -318822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -318822.968750 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -318823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318823.531250 Penalty: 4093.988037
	Iteration 44Q: 3 clusters Score -318823.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318824.281250 Penalty: 4093.988037
	Iteration 45Q: 3 clusters Score -318824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -318824.375000 Penalty: 4093.988037
	Iteration 46Q: 3 clusters Score -318824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -318825.687500 Penalty: 4093.988037
	Iteration 47Q: 3 clusters Score -318825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318825.125000 Penalty: 4093.988037
	Iteration 48Q: 3 clusters Score -318825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -318825.125000 Penalty: 4093.988037
	Iteration 49F: 3 clusters Score -318825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213836 members 
Mstep: Class 4 contains 21835 members 
Mstep: Class 5 contains 37380 members 
Mstep: Class 6 contains 208584 members 
Mstep: Class 7 contains 149367 members 
Mstep: Class 8 contains 47585 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 27879 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 133370 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 131043 members 
Mstep: Class 17 contains 3303 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 40943 members 
Mstep: Class 20 contains 22191 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 25467 members 
Mstep: Class 24 contains 67045 members 
Mstep: Class 25 contains 24636 members 
Mstep: Class 26 contains 17652 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 387500 members 
Mstep: Class 32 contains 22017 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510976.000000 Penalty: 113876.406250
Iteration 199Q: 33 clusters Score -1.46511e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213774 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 37324 members 
Mstep: Class 6 contains 208696 members 
Mstep: Class 7 contains 149356 members 
Mstep: Class 8 contains 47573 members 
Mstep: Class 10 contains 16267 members 
Mstep: Class 11 contains 27880 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 133333 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 131206 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 40966 members 
Mstep: Class 20 contains 22191 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 25466 members 
Mstep: Class 24 contains 67048 members 
Mstep: Class 25 contains 24635 members 
Mstep: Class 26 contains 17642 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3886 members 
Mstep: Class 31 contains 387378 members 
Mstep: Class 32 contains 22020 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510928.000000 Penalty: 113876.406250
Iteration 200F: 33 clusters Score -1.465109e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213724 members 
Mstep: Class 4 contains 21847 members 
Mstep: Class 5 contains 37279 members 
Mstep: Class 6 contains 208774 members 
Mstep: Class 7 contains 149352 members 
Mstep: Class 8 contains 47559 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 133297 members 
Mstep: Class 14 contains 14448 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 131370 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 40984 members 
Mstep: Class 20 contains 22192 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6219 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67054 members 
Mstep: Class 25 contains 24632 members 
Mstep: Class 26 contains 17635 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 387244 members 
Mstep: Class 32 contains 22023 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511184.000000 Penalty: 113876.406250
Iteration 201Q: 33 clusters Score -1.465112e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213684 members 
Mstep: Class 4 contains 21855 members 
Mstep: Class 5 contains 37241 members 
Mstep: Class 6 contains 208864 members 
Mstep: Class 7 contains 149348 members 
Mstep: Class 8 contains 47553 members 
Mstep: Class 10 contains 16264 members 
Mstep: Class 11 contains 27890 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 133260 members 
Mstep: Class 14 contains 14447 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 131515 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19581 members 
Mstep: Class 19 contains 41005 members 
Mstep: Class 20 contains 22193 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6222 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67050 members 
Mstep: Class 25 contains 24625 members 
Mstep: Class 26 contains 17627 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3888 members 
Mstep: Class 31 contains 387122 members 
Mstep: Class 32 contains 22027 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511184.000000 Penalty: 113876.406250
Iteration 202Q: 33 clusters Score -1.465112e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213632 members 
Mstep: Class 4 contains 21858 members 
Mstep: Class 5 contains 37212 members 
Mstep: Class 6 contains 208941 members 
Mstep: Class 7 contains 149352 members 
Mstep: Class 8 contains 47538 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27892 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 133228 members 
Mstep: Class 14 contains 14448 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 131662 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 41023 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6223 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67045 members 
Mstep: Class 25 contains 24622 members 
Mstep: Class 26 contains 17622 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 387005 members 
Mstep: Class 32 contains 22034 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511184.000000 Penalty: 113876.406250
Iteration 203Q: 33 clusters Score -1.465112e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213579 members 
Mstep: Class 4 contains 21862 members 
Mstep: Class 5 contains 37191 members 
Mstep: Class 6 contains 209014 members 
Mstep: Class 7 contains 149355 members 
Mstep: Class 8 contains 47516 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27893 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 133184 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 131799 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 41048 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67039 members 
Mstep: Class 25 contains 24615 members 
Mstep: Class 26 contains 17620 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386916 members 
Mstep: Class 32 contains 22033 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511312.000000 Penalty: 113876.406250
Iteration 204Q: 33 clusters Score -1.465113e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213532 members 
Mstep: Class 4 contains 21863 members 
Mstep: Class 5 contains 37170 members 
Mstep: Class 6 contains 209071 members 
Mstep: Class 7 contains 149361 members 
Mstep: Class 8 contains 47504 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 133135 members 
Mstep: Class 14 contains 14447 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 131940 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 41074 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67035 members 
Mstep: Class 25 contains 24612 members 
Mstep: Class 26 contains 17620 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386824 members 
Mstep: Class 32 contains 22038 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511248.000000 Penalty: 113876.406250
Iteration 205Q: 33 clusters Score -1.465112e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213493 members 
Mstep: Class 4 contains 21864 members 
Mstep: Class 5 contains 37153 members 
Mstep: Class 6 contains 209116 members 
Mstep: Class 7 contains 149359 members 
Mstep: Class 8 contains 47486 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27883 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 133099 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132061 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 41103 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 25461 members 
Mstep: Class 24 contains 67034 members 
Mstep: Class 25 contains 24612 members 
Mstep: Class 26 contains 17617 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386734 members 
Mstep: Class 32 contains 22044 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511424.000000 Penalty: 113876.406250
Iteration 206Q: 33 clusters Score -1.465114e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213451 members 
Mstep: Class 4 contains 21864 members 
Mstep: Class 5 contains 37144 members 
Mstep: Class 6 contains 209161 members 
Mstep: Class 7 contains 149360 members 
Mstep: Class 8 contains 47475 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27882 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 133062 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132179 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 41129 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67037 members 
Mstep: Class 25 contains 24609 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386640 members 
Mstep: Class 32 contains 22050 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511488.000000 Penalty: 113876.406250
Iteration 207Q: 33 clusters Score -1.465115e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213422 members 
Mstep: Class 4 contains 21864 members 
Mstep: Class 5 contains 37139 members 
Mstep: Class 6 contains 209201 members 
Mstep: Class 7 contains 149360 members 
Mstep: Class 8 contains 47469 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27878 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 133021 members 
Mstep: Class 14 contains 14448 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132303 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 41158 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 25458 members 
Mstep: Class 24 contains 67039 members 
Mstep: Class 25 contains 24603 members 
Mstep: Class 26 contains 17610 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386544 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511456.000000 Penalty: 113876.406250
Iteration 208Q: 33 clusters Score -1.465115e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213389 members 
Mstep: Class 4 contains 21864 members 
Mstep: Class 5 contains 37132 members 
Mstep: Class 6 contains 209243 members 
Mstep: Class 7 contains 149358 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27875 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 132985 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132421 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 41188 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67035 members 
Mstep: Class 25 contains 24600 members 
Mstep: Class 26 contains 17608 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386451 members 
Mstep: Class 32 contains 22052 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511408.000000 Penalty: 113876.406250
Iteration 209Q: 33 clusters Score -1.465114e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213364 members 
Mstep: Class 4 contains 21865 members 
Mstep: Class 5 contains 37118 members 
Mstep: Class 6 contains 209275 members 
Mstep: Class 7 contains 149359 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27876 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 132944 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132524 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19583 members 
Mstep: Class 19 contains 41209 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67034 members 
Mstep: Class 25 contains 24600 members 
Mstep: Class 26 contains 17608 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386375 members 
Mstep: Class 32 contains 22054 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511568.000000 Penalty: 113876.406250
Iteration 210Q: 33 clusters Score -1.465116e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213346 members 
Mstep: Class 4 contains 21867 members 
Mstep: Class 5 contains 37105 members 
Mstep: Class 6 contains 209297 members 
Mstep: Class 7 contains 149357 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27878 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 132916 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132634 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19583 members 
Mstep: Class 19 contains 41222 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67036 members 
Mstep: Class 25 contains 24599 members 
Mstep: Class 26 contains 17609 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386292 members 
Mstep: Class 32 contains 22056 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511504.000000 Penalty: 113876.406250
Iteration 211Q: 33 clusters Score -1.465115e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213323 members 
Mstep: Class 4 contains 21869 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 209318 members 
Mstep: Class 7 contains 149354 members 
Mstep: Class 8 contains 47443 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27876 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 132897 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132729 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 41239 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67038 members 
Mstep: Class 25 contains 24598 members 
Mstep: Class 26 contains 17609 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386225 members 
Mstep: Class 32 contains 22057 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511632.000000 Penalty: 113876.406250
Iteration 212Q: 33 clusters Score -1.465116e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213289 members 
Mstep: Class 4 contains 21872 members 
Mstep: Class 5 contains 37077 members 
Mstep: Class 6 contains 209348 members 
Mstep: Class 7 contains 149352 members 
Mstep: Class 8 contains 47436 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27881 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 132885 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 132827 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19581 members 
Mstep: Class 19 contains 41249 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67043 members 
Mstep: Class 25 contains 24595 members 
Mstep: Class 26 contains 17608 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386147 members 
Mstep: Class 32 contains 22057 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511600.000000 Penalty: 113876.406250
Iteration 213Q: 33 clusters Score -1.465116e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213238 members 
Mstep: Class 4 contains 21872 members 
Mstep: Class 5 contains 37065 members 
Mstep: Class 6 contains 209370 members 
Mstep: Class 7 contains 149354 members 
Mstep: Class 8 contains 47431 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27883 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 132872 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 132922 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 41266 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67046 members 
Mstep: Class 25 contains 24595 members 
Mstep: Class 26 contains 17609 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 386084 members 
Mstep: Class 32 contains 22057 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511776.000000 Penalty: 113876.406250
Iteration 214Q: 33 clusters Score -1.465118e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213190 members 
Mstep: Class 4 contains 21872 members 
Mstep: Class 5 contains 37052 members 
Mstep: Class 6 contains 209400 members 
Mstep: Class 7 contains 149352 members 
Mstep: Class 8 contains 47426 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27881 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 132863 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 133008 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19586 members 
Mstep: Class 19 contains 41281 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67050 members 
Mstep: Class 25 contains 24593 members 
Mstep: Class 26 contains 17607 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 386031 members 
Mstep: Class 32 contains 22057 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511840.000000 Penalty: 113876.406250
Iteration 215Q: 33 clusters Score -1.465118e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213163 members 
Mstep: Class 4 contains 21871 members 
Mstep: Class 5 contains 37039 members 
Mstep: Class 6 contains 209431 members 
Mstep: Class 7 contains 149350 members 
Mstep: Class 8 contains 47417 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27880 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 132850 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 133098 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 41295 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67055 members 
Mstep: Class 25 contains 24591 members 
Mstep: Class 26 contains 17604 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385966 members 
Mstep: Class 32 contains 22058 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511936.000000 Penalty: 113876.406250
Iteration 216Q: 33 clusters Score -1.465119e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213130 members 
Mstep: Class 4 contains 21871 members 
Mstep: Class 5 contains 37028 members 
Mstep: Class 6 contains 209464 members 
Mstep: Class 7 contains 149350 members 
Mstep: Class 8 contains 47404 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27880 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 132839 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 133192 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 41302 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67054 members 
Mstep: Class 25 contains 24590 members 
Mstep: Class 26 contains 17603 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385910 members 
Mstep: Class 32 contains 22055 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511856.000000 Penalty: 113876.406250
Iteration 217Q: 33 clusters Score -1.465119e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213099 members 
Mstep: Class 4 contains 21871 members 
Mstep: Class 5 contains 37014 members 
Mstep: Class 6 contains 209498 members 
Mstep: Class 7 contains 149348 members 
Mstep: Class 8 contains 47391 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132837 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 133278 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 41311 members 
Mstep: Class 20 contains 22196 members 
Mstep: Class 21 contains 3480 members 
Mstep: Class 22 contains 6228 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67055 members 
Mstep: Class 25 contains 24587 members 
Mstep: Class 26 contains 17600 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385843 members 
Mstep: Class 32 contains 22056 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 218Q: 33 clusters Score -1.465121e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213083 members 
Mstep: Class 4 contains 21870 members 
Mstep: Class 5 contains 37000 members 
Mstep: Class 6 contains 209529 members 
Mstep: Class 7 contains 149346 members 
Mstep: Class 8 contains 47380 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132830 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 133366 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 41322 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6228 members 
Mstep: Class 23 contains 25453 members 
Mstep: Class 24 contains 67059 members 
Mstep: Class 25 contains 24585 members 
Mstep: Class 26 contains 17601 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385758 members 
Mstep: Class 32 contains 22058 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 219Q: 33 clusters Score -1.465122e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213053 members 
Mstep: Class 4 contains 21870 members 
Mstep: Class 5 contains 36984 members 
Mstep: Class 6 contains 209570 members 
Mstep: Class 7 contains 149344 members 
Mstep: Class 8 contains 47364 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132821 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 133466 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19583 members 
Mstep: Class 19 contains 41332 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 25453 members 
Mstep: Class 24 contains 67063 members 
Mstep: Class 25 contains 24583 members 
Mstep: Class 26 contains 17599 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385679 members 
Mstep: Class 32 contains 22061 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 220F: 33 clusters Score -1.465122e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213030 members 
Mstep: Class 4 contains 21872 members 
Mstep: Class 5 contains 36965 members 
Mstep: Class 6 contains 209598 members 
Mstep: Class 7 contains 149342 members 
Mstep: Class 8 contains 47353 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27884 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132806 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 133561 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 41341 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 24582 members 
Mstep: Class 26 contains 17598 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385607 members 
Mstep: Class 32 contains 22065 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 221Q: 33 clusters Score -1.465122e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 213006 members 
Mstep: Class 4 contains 21875 members 
Mstep: Class 5 contains 36953 members 
Mstep: Class 6 contains 209623 members 
Mstep: Class 7 contains 149339 members 
Mstep: Class 8 contains 47345 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27889 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132799 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 133651 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 41350 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67062 members 
Mstep: Class 25 contains 24578 members 
Mstep: Class 26 contains 17596 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385538 members 
Mstep: Class 32 contains 22064 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512256.000000 Penalty: 113876.406250
Iteration 222Q: 33 clusters Score -1.465123e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212978 members 
Mstep: Class 4 contains 21878 members 
Mstep: Class 5 contains 36944 members 
Mstep: Class 6 contains 209636 members 
Mstep: Class 7 contains 149335 members 
Mstep: Class 8 contains 47340 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27891 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132788 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16133 members 
Mstep: Class 16 contains 133743 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 41351 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6230 members 
Mstep: Class 23 contains 25456 members 
Mstep: Class 24 contains 67062 members 
Mstep: Class 25 contains 24578 members 
Mstep: Class 26 contains 17596 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385480 members 
Mstep: Class 32 contains 22063 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512288.000000 Penalty: 113876.406250
Iteration 223Q: 33 clusters Score -1.465123e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212946 members 
Mstep: Class 4 contains 21880 members 
Mstep: Class 5 contains 36935 members 
Mstep: Class 6 contains 209654 members 
Mstep: Class 7 contains 149333 members 
Mstep: Class 8 contains 47338 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132774 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 16130 members 
Mstep: Class 16 contains 133843 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 41358 members 
Mstep: Class 20 contains 22191 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 25456 members 
Mstep: Class 24 contains 67065 members 
Mstep: Class 25 contains 24575 members 
Mstep: Class 26 contains 17596 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385414 members 
Mstep: Class 32 contains 22064 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 224Q: 33 clusters Score -1.465122e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212914 members 
Mstep: Class 4 contains 21884 members 
Mstep: Class 5 contains 36921 members 
Mstep: Class 6 contains 209670 members 
Mstep: Class 7 contains 149325 members 
Mstep: Class 8 contains 47334 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27889 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132758 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 133956 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19592 members 
Mstep: Class 19 contains 41365 members 
Mstep: Class 20 contains 22193 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 25456 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 24574 members 
Mstep: Class 26 contains 17596 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3892 members 
Mstep: Class 31 contains 385348 members 
Mstep: Class 32 contains 22061 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 225Q: 33 clusters Score -1.465122e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212878 members 
Mstep: Class 4 contains 21890 members 
Mstep: Class 5 contains 36914 members 
Mstep: Class 6 contains 209693 members 
Mstep: Class 7 contains 149318 members 
Mstep: Class 8 contains 47330 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27887 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132747 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 134043 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 41382 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67068 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17592 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3892 members 
Mstep: Class 31 contains 385281 members 
Mstep: Class 32 contains 22063 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 226Q: 33 clusters Score -1.465121e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212833 members 
Mstep: Class 4 contains 21894 members 
Mstep: Class 5 contains 36906 members 
Mstep: Class 6 contains 209714 members 
Mstep: Class 7 contains 149311 members 
Mstep: Class 8 contains 47327 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27887 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132737 members 
Mstep: Class 14 contains 14447 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 134139 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 41391 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67070 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17591 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3892 members 
Mstep: Class 31 contains 385220 members 
Mstep: Class 32 contains 22061 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512224.000000 Penalty: 113876.406250
Iteration 227Q: 33 clusters Score -1.465122e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212808 members 
Mstep: Class 4 contains 21897 members 
Mstep: Class 5 contains 36903 members 
Mstep: Class 6 contains 209734 members 
Mstep: Class 7 contains 149305 members 
Mstep: Class 8 contains 47323 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27887 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132729 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 134213 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19594 members 
Mstep: Class 19 contains 41399 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6232 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17592 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3892 members 
Mstep: Class 31 contains 385164 members 
Mstep: Class 32 contains 22055 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 228Q: 33 clusters Score -1.465122e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212787 members 
Mstep: Class 4 contains 21897 members 
Mstep: Class 5 contains 36900 members 
Mstep: Class 6 contains 209747 members 
Mstep: Class 7 contains 149300 members 
Mstep: Class 8 contains 47318 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27889 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 132723 members 
Mstep: Class 14 contains 14447 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 134287 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 41403 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6235 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17588 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385114 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512144.000000 Penalty: 113876.406250
Iteration 229Q: 33 clusters Score -1.465121e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212765 members 
Mstep: Class 4 contains 21896 members 
Mstep: Class 5 contains 36899 members 
Mstep: Class 6 contains 209759 members 
Mstep: Class 7 contains 149303 members 
Mstep: Class 8 contains 47312 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132713 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134357 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 41410 members 
Mstep: Class 20 contains 22194 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67063 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17588 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385065 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 230Q: 33 clusters Score -1.465122e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212740 members 
Mstep: Class 4 contains 21897 members 
Mstep: Class 5 contains 36897 members 
Mstep: Class 6 contains 209773 members 
Mstep: Class 7 contains 149303 members 
Mstep: Class 8 contains 47307 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132700 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134413 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 41417 members 
Mstep: Class 20 contains 22193 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67062 members 
Mstep: Class 25 contains 24565 members 
Mstep: Class 26 contains 17587 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 385038 members 
Mstep: Class 32 contains 22051 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 231Q: 33 clusters Score -1.465122e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212723 members 
Mstep: Class 4 contains 21898 members 
Mstep: Class 5 contains 36892 members 
Mstep: Class 6 contains 209788 members 
Mstep: Class 7 contains 149303 members 
Mstep: Class 8 contains 47299 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132685 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134477 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41427 members 
Mstep: Class 20 contains 22192 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25454 members 
Mstep: Class 24 contains 67059 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17587 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 384997 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 232Q: 33 clusters Score -1.465121e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212715 members 
Mstep: Class 4 contains 21899 members 
Mstep: Class 5 contains 36885 members 
Mstep: Class 6 contains 209800 members 
Mstep: Class 7 contains 149300 members 
Mstep: Class 8 contains 47291 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132677 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134539 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 22191 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 67058 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17586 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 384943 members 
Mstep: Class 32 contains 22052 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 233Q: 33 clusters Score -1.465121e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212700 members 
Mstep: Class 4 contains 21900 members 
Mstep: Class 5 contains 36883 members 
Mstep: Class 6 contains 209810 members 
Mstep: Class 7 contains 149297 members 
Mstep: Class 8 contains 47291 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132669 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134604 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 41443 members 
Mstep: Class 20 contains 22192 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25456 members 
Mstep: Class 24 contains 67052 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384895 members 
Mstep: Class 32 contains 22054 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 234Q: 33 clusters Score -1.465122e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212678 members 
Mstep: Class 4 contains 21902 members 
Mstep: Class 5 contains 36880 members 
Mstep: Class 6 contains 209822 members 
Mstep: Class 7 contains 149296 members 
Mstep: Class 8 contains 47291 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132660 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134665 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 41453 members 
Mstep: Class 20 contains 22190 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67051 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384845 members 
Mstep: Class 32 contains 22056 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512224.000000 Penalty: 113876.406250
Iteration 235Q: 33 clusters Score -1.465122e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212658 members 
Mstep: Class 4 contains 21903 members 
Mstep: Class 5 contains 36876 members 
Mstep: Class 6 contains 209837 members 
Mstep: Class 7 contains 149296 members 
Mstep: Class 8 contains 47289 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132652 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134718 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41461 members 
Mstep: Class 20 contains 22189 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67050 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384802 members 
Mstep: Class 32 contains 22055 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512272.000000 Penalty: 113876.406250
Iteration 236Q: 33 clusters Score -1.465123e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212641 members 
Mstep: Class 4 contains 21904 members 
Mstep: Class 5 contains 36872 members 
Mstep: Class 6 contains 209849 members 
Mstep: Class 7 contains 149295 members 
Mstep: Class 8 contains 47282 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132643 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134774 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41468 members 
Mstep: Class 20 contains 22188 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67050 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384763 members 
Mstep: Class 32 contains 22056 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 237Q: 33 clusters Score -1.465122e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212621 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36869 members 
Mstep: Class 6 contains 209867 members 
Mstep: Class 7 contains 149293 members 
Mstep: Class 8 contains 47276 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132633 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134836 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41478 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67051 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384710 members 
Mstep: Class 32 contains 22059 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 238Q: 33 clusters Score -1.465122e+08 nChanged 119
Entering ConstructFrom: 
Score: -146512160.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (23801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Entering Unmasked Estep 
Score: -2081853.375000 Penalty: 2499.215820
	Iteration 0F: 2 clusters Score -2081853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2065387.375000 Penalty: 4998.431641
	Iteration 0F: 3 clusters Score -2065387 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2071181.500000 Penalty: 4998.431641
	Iteration 1F: 3 clusters Score -2071182 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2071765.375000 Penalty: 4998.431641
	Iteration 2F: 3 clusters Score -2071765 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2072397.750000 Penalty: 4998.431641
	Iteration 3F: 3 clusters Score -2072398 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2073042.000000 Penalty: 4998.431641
	Iteration 4F: 3 clusters Score -2073042 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2073764.500000 Penalty: 4998.431641
	Iteration 5F: 3 clusters Score -2073764 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2074521.125000 Penalty: 4998.431641
	Iteration 6F: 3 clusters Score -2074521 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2075205.375000 Penalty: 4998.431641
	Iteration 7F: 3 clusters Score -2075205 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2075769.875000 Penalty: 4998.431641
	Iteration 8Q: 3 clusters Score -2075770 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2076263.750000 Penalty: 4998.431641
	Iteration 9Q: 3 clusters Score -2076264 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2076592.000000 Penalty: 4998.431641
	Iteration 10Q: 3 clusters Score -2076592 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2076820.750000 Penalty: 4998.431641
	Iteration 11Q: 3 clusters Score -2076821 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2076983.000000 Penalty: 4998.431641
	Iteration 12Q: 3 clusters Score -2076983 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2077097.250000 Penalty: 4998.431641
	Iteration 13Q: 3 clusters Score -2077097 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2077173.750000 Penalty: 4998.431641
	Iteration 14Q: 3 clusters Score -2077174 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2077220.375000 Penalty: 4998.431641
	Iteration 15Q: 3 clusters Score -2077220 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2077266.875000 Penalty: 4998.431641
	Iteration 16Q: 3 clusters Score -2077267 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2077290.250000 Penalty: 4998.431641
	Iteration 17Q: 3 clusters Score -2077290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2077321.250000 Penalty: 4998.431641
	Iteration 18Q: 3 clusters Score -2077321 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2077344.125000 Penalty: 4998.431641
	Iteration 19Q: 3 clusters Score -2077344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2077367.125000 Penalty: 4998.431641
	Iteration 20F: 3 clusters Score -2077367 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2077382.875000 Penalty: 4998.431641
	Iteration 21Q: 3 clusters Score -2077383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2077397.375000 Penalty: 4998.431641
	Iteration 22Q: 3 clusters Score -2077397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2077405.625000 Penalty: 4998.431641
	Iteration 23Q: 3 clusters Score -2077406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2077420.625000 Penalty: 4998.431641
	Iteration 24Q: 3 clusters Score -2077421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2077440.750000 Penalty: 4998.431641
	Iteration 25Q: 3 clusters Score -2077441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2077457.625000 Penalty: 4998.431641
	Iteration 26Q: 3 clusters Score -2077458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2077481.500000 Penalty: 4998.431641
	Iteration 27Q: 3 clusters Score -2077482 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2077499.500000 Penalty: 4998.431641
	Iteration 28Q: 3 clusters Score -2077500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2077532.125000 Penalty: 4998.431641
	Iteration 29Q: 3 clusters Score -2077532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2077547.125000 Penalty: 4998.431641
	Iteration 30Q: 3 clusters Score -2077547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2077561.625000 Penalty: 4998.431641
	Iteration 31Q: 3 clusters Score -2077562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2077577.875000 Penalty: 4998.431641
	Iteration 32Q: 3 clusters Score -2077578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2077580.500000 Penalty: 4998.431641
	Iteration 33Q: 3 clusters Score -2077580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2077592.500000 Penalty: 4998.431641
	Iteration 34Q: 3 clusters Score -2077592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2077604.250000 Penalty: 4998.431641
	Iteration 35Q: 3 clusters Score -2077604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2077608.750000 Penalty: 4998.431641
	Iteration 36Q: 3 clusters Score -2077609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2077617.000000 Penalty: 4998.431641
	Iteration 37Q: 3 clusters Score -2077617 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2077638.000000 Penalty: 4998.431641
	Iteration 38Q: 3 clusters Score -2077638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2077649.125000 Penalty: 4998.431641
	Iteration 39Q: 3 clusters Score -2077649 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2077668.125000 Penalty: 4998.431641
	Iteration 40F: 3 clusters Score -2077668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2077680.375000 Penalty: 4998.431641
	Iteration 41Q: 3 clusters Score -2077680 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2077702.750000 Penalty: 4998.431641
	Iteration 42Q: 3 clusters Score -2077703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2077717.000000 Penalty: 4998.431641
	Iteration 43Q: 3 clusters Score -2077717 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2077737.000000 Penalty: 4998.431641
	Iteration 44Q: 3 clusters Score -2077737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2077759.000000 Penalty: 4998.431641
	Iteration 45Q: 3 clusters Score -2077759 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2077780.125000 Penalty: 4998.431641
	Iteration 46Q: 3 clusters Score -2077780 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2077813.000000 Penalty: 4998.431641
	Iteration 47Q: 3 clusters Score -2077813 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2077848.625000 Penalty: 4998.431641
	Iteration 48Q: 3 clusters Score -2077849 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2077856.625000 Penalty: 4998.431641
	Iteration 49Q: 3 clusters Score -2077857 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2077886.250000 Penalty: 4998.431641
	Iteration 50Q: 3 clusters Score -2077886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2077907.625000 Penalty: 4998.431641
	Iteration 51Q: 3 clusters Score -2077908 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2077927.375000 Penalty: 4998.431641
	Iteration 52Q: 3 clusters Score -2077927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2077942.500000 Penalty: 4998.431641
	Iteration 53Q: 3 clusters Score -2077942 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2077956.000000 Penalty: 4998.431641
	Iteration 54Q: 3 clusters Score -2077956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2077975.375000 Penalty: 4998.431641
	Iteration 55Q: 3 clusters Score -2077975 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2078008.125000 Penalty: 4998.431641
	Iteration 56Q: 3 clusters Score -2078008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2078021.750000 Penalty: 4998.431641
	Iteration 57Q: 3 clusters Score -2078022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2078049.375000 Penalty: 4998.431641
	Iteration 58Q: 3 clusters Score -2078049 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2078068.625000 Penalty: 4998.431641
	Iteration 59Q: 3 clusters Score -2078069 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2078093.875000 Penalty: 4998.431641
	Iteration 60F: 3 clusters Score -2078094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2078120.625000 Penalty: 4998.431641
	Iteration 61Q: 3 clusters Score -2078121 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2078144.000000 Penalty: 4998.431641
	Iteration 62Q: 3 clusters Score -2078144 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2078170.125000 Penalty: 4998.431641
	Iteration 63Q: 3 clusters Score -2078170 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2078203.625000 Penalty: 4998.431641
	Iteration 64Q: 3 clusters Score -2078204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2078233.750000 Penalty: 4998.431641
	Iteration 65Q: 3 clusters Score -2078234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2078262.000000 Penalty: 4998.431641
	Iteration 66Q: 3 clusters Score -2078262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2078295.000000 Penalty: 4998.431641
	Iteration 67Q: 3 clusters Score -2078295 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2078336.125000 Penalty: 4998.431641
	Iteration 68Q: 3 clusters Score -2078336 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2078378.875000 Penalty: 4998.431641
	Iteration 69Q: 3 clusters Score -2078379 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2078413.875000 Penalty: 4998.431641
	Iteration 70Q: 3 clusters Score -2078414 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2078447.375000 Penalty: 4998.431641
	Iteration 71Q: 3 clusters Score -2078447 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2078495.375000 Penalty: 4998.431641
	Iteration 72Q: 3 clusters Score -2078495 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2078544.375000 Penalty: 4998.431641
	Iteration 73Q: 3 clusters Score -2078544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2078587.750000 Penalty: 4998.431641
	Iteration 74Q: 3 clusters Score -2078588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2078634.750000 Penalty: 4998.431641
	Iteration 75Q: 3 clusters Score -2078635 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2078677.625000 Penalty: 4998.431641
	Iteration 76Q: 3 clusters Score -2078678 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2078739.000000 Penalty: 4998.431641
	Iteration 77Q: 3 clusters Score -2078739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2078790.500000 Penalty: 4998.431641
	Iteration 78Q: 3 clusters Score -2078790 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2078857.875000 Penalty: 4998.431641
	Iteration 79Q: 3 clusters Score -2078858 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2078913.875000 Penalty: 4998.431641
	Iteration 80F: 3 clusters Score -2078914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2078971.500000 Penalty: 4998.431641
	Iteration 81Q: 3 clusters Score -2078972 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2079025.125000 Penalty: 4998.431641
	Iteration 82Q: 3 clusters Score -2079025 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2079087.125000 Penalty: 4998.431641
	Iteration 83Q: 3 clusters Score -2079087 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2079136.125000 Penalty: 4998.431641
	Iteration 84Q: 3 clusters Score -2079136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2079190.375000 Penalty: 4998.431641
	Iteration 85Q: 3 clusters Score -2079190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2079249.000000 Penalty: 4998.431641
	Iteration 86Q: 3 clusters Score -2079249 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2079304.500000 Penalty: 4998.431641
	Iteration 87Q: 3 clusters Score -2079304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2079339.625000 Penalty: 4998.431641
	Iteration 88Q: 3 clusters Score -2079340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2079394.375000 Penalty: 4998.431641
	Iteration 89Q: 3 clusters Score -2079394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2079437.875000 Penalty: 4998.431641
	Iteration 90Q: 3 clusters Score -2079438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2079483.875000 Penalty: 4998.431641
	Iteration 91Q: 3 clusters Score -2079484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2079527.750000 Penalty: 4998.431641
	Iteration 92Q: 3 clusters Score -2079528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2079568.625000 Penalty: 4998.431641
	Iteration 93Q: 3 clusters Score -2079569 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2079592.875000 Penalty: 4998.431641
	Iteration 94Q: 3 clusters Score -2079593 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2079627.750000 Penalty: 4998.431641
	Iteration 95Q: 3 clusters Score -2079628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2079638.750000 Penalty: 4998.431641
	Iteration 96Q: 3 clusters Score -2079639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2079653.625000 Penalty: 4998.431641
	Iteration 97Q: 3 clusters Score -2079654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2079666.000000 Penalty: 4998.431641
	Iteration 98Q: 3 clusters Score -2079666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2079678.750000 Penalty: 4998.431641
	Iteration 99Q: 3 clusters Score -2079679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2079693.000000 Penalty: 4998.431641
	Iteration 100F: 3 clusters Score -2079693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2079700.125000 Penalty: 4998.431641
	Iteration 101Q: 3 clusters Score -2079700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2079705.375000 Penalty: 4998.431641
	Iteration 102Q: 3 clusters Score -2079705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2079712.500000 Penalty: 4998.431641
	Iteration 103Q: 3 clusters Score -2079712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2079721.125000 Penalty: 4998.431641
	Iteration 104Q: 3 clusters Score -2079721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2079729.625000 Penalty: 4998.431641
	Iteration 105Q: 3 clusters Score -2079730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2079737.500000 Penalty: 4998.431641
	Iteration 106Q: 3 clusters Score -2079738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2079738.500000 Penalty: 4998.431641
	Iteration 107Q: 3 clusters Score -2079738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2079742.125000 Penalty: 4998.431641
	Iteration 108Q: 3 clusters Score -2079742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2079744.625000 Penalty: 4998.431641
	Iteration 109Q: 3 clusters Score -2079745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2079751.875000 Penalty: 4998.431641
	Iteration 110Q: 3 clusters Score -2079752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2079753.500000 Penalty: 4998.431641
	Iteration 111Q: 3 clusters Score -2079754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2079761.250000 Penalty: 4998.431641
	Iteration 112Q: 3 clusters Score -2079761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2079766.000000 Penalty: 4998.431641
	Iteration 113Q: 3 clusters Score -2079766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2079773.375000 Penalty: 4998.431641
	Iteration 114Q: 3 clusters Score -2079773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2079780.750000 Penalty: 4998.431641
	Iteration 115Q: 3 clusters Score -2079781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2079784.625000 Penalty: 4998.431641
	Iteration 116Q: 3 clusters Score -2079785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2079784.125000 Penalty: 4998.431641
	Iteration 117Q: 3 clusters Score -2079784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2079788.000000 Penalty: 4998.431641
	Iteration 118Q: 3 clusters Score -2079788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2079793.250000 Penalty: 4998.431641
	Iteration 119Q: 3 clusters Score -2079793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2079793.875000 Penalty: 4998.431641
	Iteration 120F: 3 clusters Score -2079794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2079793.750000 Penalty: 4998.431641
	Iteration 121Q: 3 clusters Score -2079794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2079795.375000 Penalty: 4998.431641
	Iteration 122Q: 3 clusters Score -2079795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2079796.750000 Penalty: 4998.431641
	Iteration 123Q: 3 clusters Score -2079797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2079800.750000 Penalty: 4998.431641
	Iteration 124Q: 3 clusters Score -2079801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2079802.625000 Penalty: 4998.431641
	Iteration 125Q: 3 clusters Score -2079803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2079799.625000 Penalty: 4998.431641
	Iteration 126Q: 3 clusters Score -2079800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2079797.750000 Penalty: 4998.431641
	Iteration 127Q: 3 clusters Score -2079798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2079797.625000 Penalty: 4998.431641
	Iteration 128Q: 3 clusters Score -2079798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2079797.875000 Penalty: 4998.431641
	Iteration 129Q: 3 clusters Score -2079798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2079797.875000 Penalty: 4998.431641
	Iteration 130F: 3 clusters Score -2079798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22014.347656 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -22014.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20747.800781 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -20747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20817.109375 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -20817.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20859.337891 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -20859.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20862.572266 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -20862.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20862.572266 Penalty: 2822.418457
	Iteration 4F: 3 clusters Score -20862.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (212593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212593 members 
Entering Unmasked Estep 
Score: -18916178.000000 Penalty: 3042.249512
	Iteration 0F: 2 clusters Score -1.891618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -18773744.000000 Penalty: 6084.499023
	Iteration 0F: 3 clusters Score -1.877374e+07 nChanged 102434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114682 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -18834028.000000 Penalty: 6084.499023
	Iteration 1F: 3 clusters Score -1.883403e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119729 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -18835774.000000 Penalty: 6084.499023
	Iteration 2Q: 3 clusters Score -1.883577e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127698 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -18839162.000000 Penalty: 6084.499023
	Iteration 3Q: 3 clusters Score -1.883916e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139809 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -18845846.000000 Penalty: 6084.499023
	Iteration 4F: 3 clusters Score -1.884585e+07 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -18858516.000000 Penalty: 6084.499023
	Iteration 5F: 3 clusters Score -1.885852e+07 nChanged 20213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -18877410.000000 Penalty: 6084.499023
	Iteration 6F: 3 clusters Score -1.887741e+07 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -18896518.000000 Penalty: 6084.499023
	Iteration 7F: 3 clusters Score -1.889652e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206231 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -18907648.000000 Penalty: 6084.499023
	Iteration 8F: 3 clusters Score -1.890765e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210558 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -18911718.000000 Penalty: 6084.499023
	Iteration 9Q: 3 clusters Score -1.891172e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211783 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18912922.000000 Penalty: 6084.499023
	Iteration 10Q: 3 clusters Score -1.891292e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212086 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18913268.000000 Penalty: 6084.499023
	Iteration 11Q: 3 clusters Score -1.891327e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212168 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -18913382.000000 Penalty: 6084.499023
	Iteration 12Q: 3 clusters Score -1.891338e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18913442.000000 Penalty: 6084.499023
	Iteration 13Q: 3 clusters Score -1.891344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212215 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18913502.000000 Penalty: 6084.499023
	Iteration 14Q: 3 clusters Score -1.89135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212221 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18913540.000000 Penalty: 6084.499023
	Iteration 15Q: 3 clusters Score -1.891354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212229 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18913550.000000 Penalty: 6084.499023
	Iteration 16Q: 3 clusters Score -1.891355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212229 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18913578.000000 Penalty: 6084.499023
	Iteration 17Q: 3 clusters Score -1.891358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212230 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18913594.000000 Penalty: 6084.499023
	Iteration 18Q: 3 clusters Score -1.891359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18913592.000000 Penalty: 6084.499023
	Iteration 19Q: 3 clusters Score -1.891359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18913602.000000 Penalty: 6084.499023
	Iteration 20F: 3 clusters Score -1.89136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212236 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18913614.000000 Penalty: 6084.499023
	Iteration 21Q: 3 clusters Score -1.891361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212236 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18913622.000000 Penalty: 6084.499023
	Iteration 22Q: 3 clusters Score -1.891362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212234 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18913618.000000 Penalty: 6084.499023
	Iteration 23Q: 3 clusters Score -1.891362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212233 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18913612.000000 Penalty: 6084.499023
	Iteration 24Q: 3 clusters Score -1.891361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18913612.000000 Penalty: 6084.499023
	Iteration 25Q: 3 clusters Score -1.891361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18913612.000000 Penalty: 6084.499023
	Iteration 26F: 3 clusters Score -1.891361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Entering Unmasked Estep 
Score: -1943983.000000 Penalty: 2478.628662
	Iteration 0F: 2 clusters Score -1943983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1928630.375000 Penalty: 4957.257324
	Iteration 0F: 3 clusters Score -1928630 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1933949.500000 Penalty: 4957.257324
	Iteration 1F: 3 clusters Score -1933950 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1934424.750000 Penalty: 4957.257324
	Iteration 2F: 3 clusters Score -1934425 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1934841.875000 Penalty: 4957.257324
	Iteration 3Q: 3 clusters Score -1934842 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1935266.000000 Penalty: 4957.257324
	Iteration 4Q: 3 clusters Score -1935266 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1935720.250000 Penalty: 4957.257324
	Iteration 5Q: 3 clusters Score -1935720 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1936232.000000 Penalty: 4957.257324
	Iteration 6Q: 3 clusters Score -1936232 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1936838.625000 Penalty: 4957.257324
	Iteration 7F: 3 clusters Score -1936839 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1937551.875000 Penalty: 4957.257324
	Iteration 8F: 3 clusters Score -1937552 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1938391.875000 Penalty: 4957.257324
	Iteration 9F: 3 clusters Score -1938392 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1939288.625000 Penalty: 4957.257324
	Iteration 10Q: 3 clusters Score -1939289 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1940104.375000 Penalty: 4957.257324
	Iteration 11Q: 3 clusters Score -1940104 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1940576.125000 Penalty: 4957.257324
	Iteration 12Q: 3 clusters Score -1940576 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1940804.875000 Penalty: 4957.257324
	Iteration 13Q: 3 clusters Score -1940805 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1940934.375000 Penalty: 4957.257324
	Iteration 14Q: 3 clusters Score -1940934 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1941044.625000 Penalty: 4957.257324
	Iteration 15Q: 3 clusters Score -1941045 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1941138.875000 Penalty: 4957.257324
	Iteration 16Q: 3 clusters Score -1941139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1941204.125000 Penalty: 4957.257324
	Iteration 17Q: 3 clusters Score -1941204 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1941263.250000 Penalty: 4957.257324
	Iteration 18Q: 3 clusters Score -1941263 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1941309.250000 Penalty: 4957.257324
	Iteration 19Q: 3 clusters Score -1941309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1941338.875000 Penalty: 4957.257324
	Iteration 20F: 3 clusters Score -1941339 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1941365.250000 Penalty: 4957.257324
	Iteration 21Q: 3 clusters Score -1941365 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1941399.875000 Penalty: 4957.257324
	Iteration 22Q: 3 clusters Score -1941400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1941441.000000 Penalty: 4957.257324
	Iteration 23Q: 3 clusters Score -1941441 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1941478.375000 Penalty: 4957.257324
	Iteration 24Q: 3 clusters Score -1941478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1941509.125000 Penalty: 4957.257324
	Iteration 25Q: 3 clusters Score -1941509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1941535.875000 Penalty: 4957.257324
	Iteration 26Q: 3 clusters Score -1941536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1941559.625000 Penalty: 4957.257324
	Iteration 27Q: 3 clusters Score -1941560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -1941588.000000 Penalty: 4957.257324
	Iteration 28Q: 3 clusters Score -1941588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1941616.250000 Penalty: 4957.257324
	Iteration 29Q: 3 clusters Score -1941616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -1941643.750000 Penalty: 4957.257324
	Iteration 30Q: 3 clusters Score -1941644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1941682.375000 Penalty: 4957.257324
	Iteration 31Q: 3 clusters Score -1941682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1941713.875000 Penalty: 4957.257324
	Iteration 32Q: 3 clusters Score -1941714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1941739.875000 Penalty: 4957.257324
	Iteration 33Q: 3 clusters Score -1941740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1941767.500000 Penalty: 4957.257324
	Iteration 34Q: 3 clusters Score -1941768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1941790.250000 Penalty: 4957.257324
	Iteration 35Q: 3 clusters Score -1941790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1941811.125000 Penalty: 4957.257324
	Iteration 36Q: 3 clusters Score -1941811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -1941826.375000 Penalty: 4957.257324
	Iteration 37Q: 3 clusters Score -1941826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1941841.875000 Penalty: 4957.257324
	Iteration 38Q: 3 clusters Score -1941842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -1941854.000000 Penalty: 4957.257324
	Iteration 39Q: 3 clusters Score -1941854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -1941860.125000 Penalty: 4957.257324
	Iteration 40F: 3 clusters Score -1941860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -1941863.750000 Penalty: 4957.257324
	Iteration 41Q: 3 clusters Score -1941864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -1941866.375000 Penalty: 4957.257324
	Iteration 42Q: 3 clusters Score -1941866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -1941869.250000 Penalty: 4957.257324
	Iteration 43Q: 3 clusters Score -1941869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1941871.000000 Penalty: 4957.257324
	Iteration 44Q: 3 clusters Score -1941871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -1941876.000000 Penalty: 4957.257324
	Iteration 45Q: 3 clusters Score -1941876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1941884.250000 Penalty: 4957.257324
	Iteration 46Q: 3 clusters Score -1941884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1941884.000000 Penalty: 4957.257324
	Iteration 47Q: 3 clusters Score -1941884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -1941885.125000 Penalty: 4957.257324
	Iteration 48Q: 3 clusters Score -1941885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1941886.125000 Penalty: 4957.257324
	Iteration 49Q: 3 clusters Score -1941886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -1941893.500000 Penalty: 4957.257324
	Iteration 50Q: 3 clusters Score -1941894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1941893.750000 Penalty: 4957.257324
	Iteration 51Q: 3 clusters Score -1941894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1941895.375000 Penalty: 4957.257324
	Iteration 52Q: 3 clusters Score -1941895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1941900.625000 Penalty: 4957.257324
	Iteration 53Q: 3 clusters Score -1941901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1941906.000000 Penalty: 4957.257324
	Iteration 54Q: 3 clusters Score -1941906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1941914.750000 Penalty: 4957.257324
	Iteration 55Q: 3 clusters Score -1941915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1941922.000000 Penalty: 4957.257324
	Iteration 56Q: 3 clusters Score -1941922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1941927.125000 Penalty: 4957.257324
	Iteration 57Q: 3 clusters Score -1941927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -1941931.500000 Penalty: 4957.257324
	Iteration 58Q: 3 clusters Score -1941932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1941933.750000 Penalty: 4957.257324
	Iteration 59Q: 3 clusters Score -1941934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1941934.125000 Penalty: 4957.257324
	Iteration 60F: 3 clusters Score -1941934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1941933.375000 Penalty: 4957.257324
	Iteration 61Q: 3 clusters Score -1941933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1941933.375000 Penalty: 4957.257324
	Iteration 62F: 3 clusters Score -1941933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Entering Unmasked Estep 
Score: -3368281.000000 Penalty: 2607.737793
	Iteration 0F: 2 clusters Score -3368281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3343183.750000 Penalty: 5215.475586
	Iteration 0F: 3 clusters Score -3343184 nChanged 16849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3352508.750000 Penalty: 5215.475586
	Iteration 1F: 3 clusters Score -3352509 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3353050.000000 Penalty: 5215.475586
	Iteration 2Q: 3 clusters Score -3353050 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3353533.250000 Penalty: 5215.475586
	Iteration 3Q: 3 clusters Score -3353533 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3354020.500000 Penalty: 5215.475586
	Iteration 4Q: 3 clusters Score -3354020 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3354562.750000 Penalty: 5215.475586
	Iteration 5Q: 3 clusters Score -3354563 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3355114.250000 Penalty: 5215.475586
	Iteration 6Q: 3 clusters Score -3355114 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3355757.750000 Penalty: 5215.475586
	Iteration 7Q: 3 clusters Score -3355758 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3356672.500000 Penalty: 5215.475586
	Iteration 8Q: 3 clusters Score -3356672 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3357862.000000 Penalty: 5215.475586
	Iteration 9Q: 3 clusters Score -3357862 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3359329.250000 Penalty: 5215.475586
	Iteration 10F: 3 clusters Score -3359329 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3360841.750000 Penalty: 5215.475586
	Iteration 11F: 3 clusters Score -3360842 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3362063.500000 Penalty: 5215.475586
	Iteration 12Q: 3 clusters Score -3362064 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3363116.250000 Penalty: 5215.475586
	Iteration 13Q: 3 clusters Score -3363116 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -3363913.750000 Penalty: 5215.475586
	Iteration 14Q: 3 clusters Score -3363914 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3364509.500000 Penalty: 5215.475586
	Iteration 15Q: 3 clusters Score -3364510 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -3364942.750000 Penalty: 5215.475586
	Iteration 16Q: 3 clusters Score -3364943 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -3365217.750000 Penalty: 5215.475586
	Iteration 17Q: 3 clusters Score -3365218 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3365443.250000 Penalty: 5215.475586
	Iteration 18Q: 3 clusters Score -3365443 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -3365580.250000 Penalty: 5215.475586
	Iteration 19Q: 3 clusters Score -3365580 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3365681.250000 Penalty: 5215.475586
	Iteration 20F: 3 clusters Score -3365681 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3365780.500000 Penalty: 5215.475586
	Iteration 21Q: 3 clusters Score -3365780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3365848.250000 Penalty: 5215.475586
	Iteration 22Q: 3 clusters Score -3365848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3365905.500000 Penalty: 5215.475586
	Iteration 23Q: 3 clusters Score -3365906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3365961.500000 Penalty: 5215.475586
	Iteration 24Q: 3 clusters Score -3365962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3365985.750000 Penalty: 5215.475586
	Iteration 25Q: 3 clusters Score -3365986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -3366004.000000 Penalty: 5215.475586
	Iteration 26Q: 3 clusters Score -3366004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3366015.000000 Penalty: 5215.475586
	Iteration 27Q: 3 clusters Score -3366015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -3366023.500000 Penalty: 5215.475586
	Iteration 28Q: 3 clusters Score -3366024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -3366034.250000 Penalty: 5215.475586
	Iteration 29Q: 3 clusters Score -3366034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -3366048.500000 Penalty: 5215.475586
	Iteration 30Q: 3 clusters Score -3366048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -3366054.500000 Penalty: 5215.475586
	Iteration 31Q: 3 clusters Score -3366054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3366062.000000 Penalty: 5215.475586
	Iteration 32Q: 3 clusters Score -3366062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3366060.750000 Penalty: 5215.475586
	Iteration 33Q: 3 clusters Score -3366061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3366060.500000 Penalty: 5215.475586
	Iteration 34Q: 3 clusters Score -3366060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3366069.000000 Penalty: 5215.475586
	Iteration 35Q: 3 clusters Score -3366069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3366078.500000 Penalty: 5215.475586
	Iteration 36Q: 3 clusters Score -3366078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -3366081.250000 Penalty: 5215.475586
	Iteration 37Q: 3 clusters Score -3366081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -3366081.500000 Penalty: 5215.475586
	Iteration 38Q: 3 clusters Score -3366082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3366087.000000 Penalty: 5215.475586
	Iteration 39Q: 3 clusters Score -3366087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3366088.000000 Penalty: 5215.475586
	Iteration 40F: 3 clusters Score -3366088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -3366088.500000 Penalty: 5215.475586
	Iteration 41Q: 3 clusters Score -3366088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -3366091.000000 Penalty: 5215.475586
	Iteration 42Q: 3 clusters Score -3366091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3366094.000000 Penalty: 5215.475586
	Iteration 43Q: 3 clusters Score -3366094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3366094.000000 Penalty: 5215.475586
	Iteration 44Q: 3 clusters Score -3366094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3366096.750000 Penalty: 5215.475586
	Iteration 45Q: 3 clusters Score -3366097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -3366105.500000 Penalty: 5215.475586
	Iteration 46Q: 3 clusters Score -3366106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -3366110.250000 Penalty: 5215.475586
	Iteration 47Q: 3 clusters Score -3366110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3366114.500000 Penalty: 5215.475586
	Iteration 48Q: 3 clusters Score -3366114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -3366117.500000 Penalty: 5215.475586
	Iteration 49Q: 3 clusters Score -3366118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3366118.750000 Penalty: 5215.475586
	Iteration 50Q: 3 clusters Score -3366119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -3366118.250000 Penalty: 5215.475586
	Iteration 51Q: 3 clusters Score -3366118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3366129.000000 Penalty: 5215.475586
	Iteration 52Q: 3 clusters Score -3366129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -3366136.500000 Penalty: 5215.475586
	Iteration 53Q: 3 clusters Score -3366136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -3366139.250000 Penalty: 5215.475586
	Iteration 54Q: 3 clusters Score -3366139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -3366143.250000 Penalty: 5215.475586
	Iteration 55Q: 3 clusters Score -3366143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3366141.500000 Penalty: 5215.475586
	Iteration 56Q: 3 clusters Score -3366142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3366143.500000 Penalty: 5215.475586
	Iteration 57Q: 3 clusters Score -3366144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3366144.750000 Penalty: 5215.475586
	Iteration 58Q: 3 clusters Score -3366145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -3366139.250000 Penalty: 5215.475586
	Iteration 59Q: 3 clusters Score -3366139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3366141.750000 Penalty: 5215.475586
	Iteration 60F: 3 clusters Score -3366142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -3366143.250000 Penalty: 5215.475586
	Iteration 61Q: 3 clusters Score -3366143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3366146.750000 Penalty: 5215.475586
	Iteration 62Q: 3 clusters Score -3366147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3366146.000000 Penalty: 5215.475586
	Iteration 63Q: 3 clusters Score -3366146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3366150.250000 Penalty: 5215.475586
	Iteration 64Q: 3 clusters Score -3366150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3366150.750000 Penalty: 5215.475586
	Iteration 65Q: 3 clusters Score -3366151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3366153.500000 Penalty: 5215.475586
	Iteration 66Q: 3 clusters Score -3366154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3366153.500000 Penalty: 5215.475586
	Iteration 67F: 3 clusters Score -3366154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (209884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209884 members 
Entering Unmasked Estep 
Score: -18431156.000000 Penalty: 3039.069092
	Iteration 0F: 2 clusters Score -1.843116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -18290632.000000 Penalty: 6078.138184
	Iteration 0F: 3 clusters Score -1.829063e+07 nChanged 100684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109865 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -18349344.000000 Penalty: 6078.138184
	Iteration 1F: 3 clusters Score -1.834934e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -18350710.000000 Penalty: 6078.138184
	Iteration 2Q: 3 clusters Score -1.835071e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -18352606.000000 Penalty: 6078.138184
	Iteration 3Q: 3 clusters Score -1.835261e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -18355882.000000 Penalty: 6078.138184
	Iteration 4Q: 3 clusters Score -1.835588e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -18361884.000000 Penalty: 6078.138184
	Iteration 5F: 3 clusters Score -1.836188e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -18372386.000000 Penalty: 6078.138184
	Iteration 6F: 3 clusters Score -1.837239e+07 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -18388358.000000 Penalty: 6078.138184
	Iteration 7F: 3 clusters Score -1.838836e+07 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185790 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -18405694.000000 Penalty: 6078.138184
	Iteration 8F: 3 clusters Score -1.840569e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -18418420.000000 Penalty: 6078.138184
	Iteration 9F: 3 clusters Score -1.841842e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205610 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -18424744.000000 Penalty: 6078.138184
	Iteration 10Q: 3 clusters Score -1.842474e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208222 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -18427086.000000 Penalty: 6078.138184
	Iteration 11Q: 3 clusters Score -1.842709e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209101 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18427820.000000 Penalty: 6078.138184
	Iteration 12Q: 3 clusters Score -1.842782e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209379 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18428134.000000 Penalty: 6078.138184
	Iteration 13Q: 3 clusters Score -1.842813e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209479 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -18428264.000000 Penalty: 6078.138184
	Iteration 14Q: 3 clusters Score -1.842826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209534 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18428346.000000 Penalty: 6078.138184
	Iteration 15Q: 3 clusters Score -1.842835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209563 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18428402.000000 Penalty: 6078.138184
	Iteration 16Q: 3 clusters Score -1.84284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209581 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18428424.000000 Penalty: 6078.138184
	Iteration 17Q: 3 clusters Score -1.842842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209591 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18428444.000000 Penalty: 6078.138184
	Iteration 18Q: 3 clusters Score -1.842844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209602 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18428466.000000 Penalty: 6078.138184
	Iteration 19Q: 3 clusters Score -1.842847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209606 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18428470.000000 Penalty: 6078.138184
	Iteration 20F: 3 clusters Score -1.842847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209606 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18428498.000000 Penalty: 6078.138184
	Iteration 21Q: 3 clusters Score -1.84285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209611 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18428502.000000 Penalty: 6078.138184
	Iteration 22Q: 3 clusters Score -1.84285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209612 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18428508.000000 Penalty: 6078.138184
	Iteration 23Q: 3 clusters Score -1.842851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209614 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18428506.000000 Penalty: 6078.138184
	Iteration 24Q: 3 clusters Score -1.842851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209616 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18428502.000000 Penalty: 6078.138184
	Iteration 25Q: 3 clusters Score -1.84285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209616 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18428502.000000 Penalty: 6078.138184
	Iteration 26F: 3 clusters Score -1.84285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Entering Unmasked Estep 
Score: -13427326.000000 Penalty: 2954.589111
	Iteration 0F: 2 clusters Score -1.342733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -13327246.000000 Penalty: 5909.178223
	Iteration 0F: 3 clusters Score -1.332725e+07 nChanged 71366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -13368820.000000 Penalty: 5909.178223
	Iteration 1F: 3 clusters Score -1.336882e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -13369906.000000 Penalty: 5909.178223
	Iteration 2Q: 3 clusters Score -1.336991e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -13371175.000000 Penalty: 5909.178223
	Iteration 3Q: 3 clusters Score -1.337118e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -13372858.000000 Penalty: 5909.178223
	Iteration 4Q: 3 clusters Score -1.337286e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -13374691.000000 Penalty: 5909.178223
	Iteration 5Q: 3 clusters Score -1.337469e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -13377201.000000 Penalty: 5909.178223
	Iteration 6Q: 3 clusters Score -1.33772e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -13380804.000000 Penalty: 5909.178223
	Iteration 7Q: 3 clusters Score -1.33808e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -13385812.000000 Penalty: 5909.178223
	Iteration 8F: 3 clusters Score -1.338581e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -13392052.000000 Penalty: 5909.178223
	Iteration 9F: 3 clusters Score -1.339205e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -13397613.000000 Penalty: 5909.178223
	Iteration 10F: 3 clusters Score -1.339761e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -13401000.000000 Penalty: 5909.178223
	Iteration 11Q: 3 clusters Score -1.3401e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
Score: -13402704.000000 Penalty: 5909.178223
	Iteration 12Q: 3 clusters Score -1.34027e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -13403621.000000 Penalty: 5909.178223
	Iteration 13Q: 3 clusters Score -1.340362e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 102263 members 
Entering Unmasked Estep 
Score: -13404480.000000 Penalty: 5909.178223
	Iteration 14Q: 3 clusters Score -1.340448e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -13405384.000000 Penalty: 5909.178223
	Iteration 15Q: 3 clusters Score -1.340538e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -13406264.000000 Penalty: 5909.178223
	Iteration 16Q: 3 clusters Score -1.340626e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -13407209.000000 Penalty: 5909.178223
	Iteration 17Q: 3 clusters Score -1.340721e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -13408285.000000 Penalty: 5909.178223
	Iteration 18Q: 3 clusters Score -1.340828e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -13409305.000000 Penalty: 5909.178223
	Iteration 19Q: 3 clusters Score -1.34093e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -13410315.000000 Penalty: 5909.178223
	Iteration 20F: 3 clusters Score -1.341032e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -13411470.000000 Penalty: 5909.178223
	Iteration 21Q: 3 clusters Score -1.341147e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -13412468.000000 Penalty: 5909.178223
	Iteration 22Q: 3 clusters Score -1.341247e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 124160 members 
Entering Unmasked Estep 
Score: -13413526.000000 Penalty: 5909.178223
	Iteration 23Q: 3 clusters Score -1.341353e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 126511 members 
Entering Unmasked Estep 
Score: -13414747.000000 Penalty: 5909.178223
	Iteration 24Q: 3 clusters Score -1.341475e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 128862 members 
Entering Unmasked Estep 
Score: -13415891.000000 Penalty: 5909.178223
	Iteration 25Q: 3 clusters Score -1.341589e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -13416859.000000 Penalty: 5909.178223
	Iteration 26Q: 3 clusters Score -1.341686e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 133255 members 
Entering Unmasked Estep 
Score: -13417830.000000 Penalty: 5909.178223
	Iteration 27Q: 3 clusters Score -1.341783e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -13418657.000000 Penalty: 5909.178223
	Iteration 28Q: 3 clusters Score -1.341866e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -13419493.000000 Penalty: 5909.178223
	Iteration 29Q: 3 clusters Score -1.341949e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 138906 members 
Entering Unmasked Estep 
Score: -13420268.000000 Penalty: 5909.178223
	Iteration 30Q: 3 clusters Score -1.342027e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -13420971.000000 Penalty: 5909.178223
	Iteration 31Q: 3 clusters Score -1.342097e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -13421694.000000 Penalty: 5909.178223
	Iteration 32Q: 3 clusters Score -1.342169e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -13422343.000000 Penalty: 5909.178223
	Iteration 33Q: 3 clusters Score -1.342234e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 144386 members 
Entering Unmasked Estep 
Score: -13422864.000000 Penalty: 5909.178223
	Iteration 34Q: 3 clusters Score -1.342286e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -13423327.000000 Penalty: 5909.178223
	Iteration 35Q: 3 clusters Score -1.342333e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 146114 members 
Entering Unmasked Estep 
Score: -13423709.000000 Penalty: 5909.178223
	Iteration 36Q: 3 clusters Score -1.342371e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -13423987.000000 Penalty: 5909.178223
	Iteration 37Q: 3 clusters Score -1.342399e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -13424211.000000 Penalty: 5909.178223
	Iteration 38Q: 3 clusters Score -1.342421e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -13424360.000000 Penalty: 5909.178223
	Iteration 39Q: 3 clusters Score -1.342436e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -13424487.000000 Penalty: 5909.178223
	Iteration 40F: 3 clusters Score -1.342449e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -13424555.000000 Penalty: 5909.178223
	Iteration 41Q: 3 clusters Score -1.342456e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -13424640.000000 Penalty: 5909.178223
	Iteration 42Q: 3 clusters Score -1.342464e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -13424665.000000 Penalty: 5909.178223
	Iteration 43Q: 3 clusters Score -1.342466e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -13424724.000000 Penalty: 5909.178223
	Iteration 44Q: 3 clusters Score -1.342472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -13424753.000000 Penalty: 5909.178223
	Iteration 45Q: 3 clusters Score -1.342475e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 148166 members 
Entering Unmasked Estep 
Score: -13424803.000000 Penalty: 5909.178223
	Iteration 46Q: 3 clusters Score -1.34248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 148207 members 
Entering Unmasked Estep 
Score: -13424799.000000 Penalty: 5909.178223
	Iteration 47Q: 3 clusters Score -1.34248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -13424809.000000 Penalty: 5909.178223
	Iteration 48Q: 3 clusters Score -1.342481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 148250 members 
Entering Unmasked Estep 
Score: -13424813.000000 Penalty: 5909.178223
	Iteration 49Q: 3 clusters Score -1.342481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -13424803.000000 Penalty: 5909.178223
	Iteration 50Q: 3 clusters Score -1.34248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 148284 members 
Entering Unmasked Estep 
Score: -13424798.000000 Penalty: 5909.178223
	Iteration 51Q: 3 clusters Score -1.34248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 148294 members 
Entering Unmasked Estep 
Score: -13424802.000000 Penalty: 5909.178223
	Iteration 52Q: 3 clusters Score -1.34248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -13424822.000000 Penalty: 5909.178223
	Iteration 53Q: 3 clusters Score -1.342482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 148322 members 
Entering Unmasked Estep 
Score: -13424832.000000 Penalty: 5909.178223
	Iteration 54Q: 3 clusters Score -1.342483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -13424825.000000 Penalty: 5909.178223
	Iteration 55Q: 3 clusters Score -1.342482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -13424839.000000 Penalty: 5909.178223
	Iteration 56Q: 3 clusters Score -1.342484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -13424845.000000 Penalty: 5909.178223
	Iteration 57Q: 3 clusters Score -1.342484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 148346 members 
Entering Unmasked Estep 
Score: -13424857.000000 Penalty: 5909.178223
	Iteration 58Q: 3 clusters Score -1.342486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -13424862.000000 Penalty: 5909.178223
	Iteration 59Q: 3 clusters Score -1.342486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -13424862.000000 Penalty: 5909.178223
	Iteration 60F: 3 clusters Score -1.342486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -13424866.000000 Penalty: 5909.178223
	Iteration 61Q: 3 clusters Score -1.342487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 148368 members 
Entering Unmasked Estep 
Score: -13424869.000000 Penalty: 5909.178223
	Iteration 62Q: 3 clusters Score -1.342487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -13424869.000000 Penalty: 5909.178223
	Iteration 63Q: 3 clusters Score -1.342487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 148381 members 
Entering Unmasked Estep 
Score: -13424874.000000 Penalty: 5909.178223
	Iteration 64Q: 3 clusters Score -1.342487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 148383 members 
Entering Unmasked Estep 
Score: -13424891.000000 Penalty: 5909.178223
	Iteration 65Q: 3 clusters Score -1.342489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -13424885.000000 Penalty: 5909.178223
	Iteration 66Q: 3 clusters Score -1.342488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -13424883.000000 Penalty: 5909.178223
	Iteration 67Q: 3 clusters Score -1.342488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 148384 members 
Entering Unmasked Estep 
Score: -13424883.000000 Penalty: 5909.178223
	Iteration 68Q: 3 clusters Score -1.342488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 148384 members 
Entering Unmasked Estep 
Score: -13424883.000000 Penalty: 5909.178223
	Iteration 69F: 3 clusters Score -1.342488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Entering Unmasked Estep 
Score: -4231319.500000 Penalty: 2669.370117
	Iteration 0F: 2 clusters Score -4231320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4199594.500000 Penalty: 5338.740234
	Iteration 0F: 3 clusters Score -4199594 nChanged 21633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4211583.000000 Penalty: 5338.740234
	Iteration 1F: 3 clusters Score -4211583 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4212137.000000 Penalty: 5338.740234
	Iteration 2Q: 3 clusters Score -4212137 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4212635.000000 Penalty: 5338.740234
	Iteration 3Q: 3 clusters Score -4212635 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -4213155.500000 Penalty: 5338.740234
	Iteration 4Q: 3 clusters Score -4213156 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4213682.000000 Penalty: 5338.740234
	Iteration 5Q: 3 clusters Score -4213682 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4214227.000000 Penalty: 5338.740234
	Iteration 6Q: 3 clusters Score -4214227 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4214789.500000 Penalty: 5338.740234
	Iteration 7Q: 3 clusters Score -4214790 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4215417.000000 Penalty: 5338.740234
	Iteration 8Q: 3 clusters Score -4215417 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4216183.000000 Penalty: 5338.740234
	Iteration 9Q: 3 clusters Score -4216183 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4217038.000000 Penalty: 5338.740234
	Iteration 10Q: 3 clusters Score -4217038 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4218090.500000 Penalty: 5338.740234
	Iteration 11Q: 3 clusters Score -4218090 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4219303.500000 Penalty: 5338.740234
	Iteration 12Q: 3 clusters Score -4219304 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4220608.000000 Penalty: 5338.740234
	Iteration 13Q: 3 clusters Score -4220608 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4221921.000000 Penalty: 5338.740234
	Iteration 14Q: 3 clusters Score -4221921 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4223319.500000 Penalty: 5338.740234
	Iteration 15Q: 3 clusters Score -4223320 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4224674.000000 Penalty: 5338.740234
	Iteration 16Q: 3 clusters Score -4224674 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4225805.500000 Penalty: 5338.740234
	Iteration 17Q: 3 clusters Score -4225806 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4226741.500000 Penalty: 5338.740234
	Iteration 18Q: 3 clusters Score -4226742 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4227424.500000 Penalty: 5338.740234
	Iteration 19Q: 3 clusters Score -4227424 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4227912.000000 Penalty: 5338.740234
	Iteration 20F: 3 clusters Score -4227912 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4228239.500000 Penalty: 5338.740234
	Iteration 21Q: 3 clusters Score -4228240 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4228441.000000 Penalty: 5338.740234
	Iteration 22Q: 3 clusters Score -4228441 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4228594.000000 Penalty: 5338.740234
	Iteration 23Q: 3 clusters Score -4228594 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4228717.000000 Penalty: 5338.740234
	Iteration 24Q: 3 clusters Score -4228717 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4228801.000000 Penalty: 5338.740234
	Iteration 25Q: 3 clusters Score -4228801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4228866.500000 Penalty: 5338.740234
	Iteration 26Q: 3 clusters Score -4228866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4228919.500000 Penalty: 5338.740234
	Iteration 27Q: 3 clusters Score -4228920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4228950.000000 Penalty: 5338.740234
	Iteration 28Q: 3 clusters Score -4228950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4228969.000000 Penalty: 5338.740234
	Iteration 29Q: 3 clusters Score -4228969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4228996.000000 Penalty: 5338.740234
	Iteration 30Q: 3 clusters Score -4228996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4229010.500000 Penalty: 5338.740234
	Iteration 31Q: 3 clusters Score -4229010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4229029.000000 Penalty: 5338.740234
	Iteration 32Q: 3 clusters Score -4229029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4229039.000000 Penalty: 5338.740234
	Iteration 33Q: 3 clusters Score -4229039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4229051.000000 Penalty: 5338.740234
	Iteration 34Q: 3 clusters Score -4229051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4229050.500000 Penalty: 5338.740234
	Iteration 35Q: 3 clusters Score -4229050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4229065.500000 Penalty: 5338.740234
	Iteration 36Q: 3 clusters Score -4229066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4229081.000000 Penalty: 5338.740234
	Iteration 37Q: 3 clusters Score -4229081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4229093.500000 Penalty: 5338.740234
	Iteration 38Q: 3 clusters Score -4229094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4229105.500000 Penalty: 5338.740234
	Iteration 39Q: 3 clusters Score -4229106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4229116.500000 Penalty: 5338.740234
	Iteration 40F: 3 clusters Score -4229116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4229116.500000 Penalty: 5338.740234
	Iteration 41Q: 3 clusters Score -4229116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4229125.000000 Penalty: 5338.740234
	Iteration 42Q: 3 clusters Score -4229125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4229123.500000 Penalty: 5338.740234
	Iteration 43Q: 3 clusters Score -4229124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4229130.000000 Penalty: 5338.740234
	Iteration 44Q: 3 clusters Score -4229130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4229124.000000 Penalty: 5338.740234
	Iteration 45Q: 3 clusters Score -4229124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4229124.500000 Penalty: 5338.740234
	Iteration 46Q: 3 clusters Score -4229124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4229130.500000 Penalty: 5338.740234
	Iteration 47Q: 3 clusters Score -4229130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4229131.500000 Penalty: 5338.740234
	Iteration 48Q: 3 clusters Score -4229132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4229131.500000 Penalty: 5338.740234
	Iteration 49Q: 3 clusters Score -4229132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4229131.000000 Penalty: 5338.740234
	Iteration 50Q: 3 clusters Score -4229131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4229129.500000 Penalty: 5338.740234
	Iteration 51Q: 3 clusters Score -4229130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4229134.500000 Penalty: 5338.740234
	Iteration 52Q: 3 clusters Score -4229134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4229135.500000 Penalty: 5338.740234
	Iteration 53Q: 3 clusters Score -4229136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4229132.500000 Penalty: 5338.740234
	Iteration 54Q: 3 clusters Score -4229132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4229140.000000 Penalty: 5338.740234
	Iteration 55Q: 3 clusters Score -4229140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4229143.000000 Penalty: 5338.740234
	Iteration 56Q: 3 clusters Score -4229143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4229143.000000 Penalty: 5338.740234
	Iteration 57F: 3 clusters Score -4229143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Entering Unmasked Estep 
Score: -1370863.625000 Penalty: 2404.738037
	Iteration 0F: 2 clusters Score -1370864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1359283.875000 Penalty: 4809.476074
	Iteration 0F: 3 clusters Score -1359284 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1363261.500000 Penalty: 4809.476074
	Iteration 1F: 3 clusters Score -1363262 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1363923.875000 Penalty: 4809.476074
	Iteration 2F: 3 clusters Score -1363924 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1364659.375000 Penalty: 4809.476074
	Iteration 3F: 3 clusters Score -1364659 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1365390.500000 Penalty: 4809.476074
	Iteration 4F: 3 clusters Score -1365390 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1366019.500000 Penalty: 4809.476074
	Iteration 5F: 3 clusters Score -1366020 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1366575.250000 Penalty: 4809.476074
	Iteration 6F: 3 clusters Score -1366575 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1367061.875000 Penalty: 4809.476074
	Iteration 7Q: 3 clusters Score -1367062 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1367539.250000 Penalty: 4809.476074
	Iteration 8Q: 3 clusters Score -1367539 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1367931.500000 Penalty: 4809.476074
	Iteration 9Q: 3 clusters Score -1367932 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1368303.625000 Penalty: 4809.476074
	Iteration 10Q: 3 clusters Score -1368304 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1368589.750000 Penalty: 4809.476074
	Iteration 11Q: 3 clusters Score -1368590 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1368838.500000 Penalty: 4809.476074
	Iteration 12Q: 3 clusters Score -1368838 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1369059.375000 Penalty: 4809.476074
	Iteration 13Q: 3 clusters Score -1369059 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1369250.375000 Penalty: 4809.476074
	Iteration 14Q: 3 clusters Score -1369250 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1369411.125000 Penalty: 4809.476074
	Iteration 15Q: 3 clusters Score -1369411 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1369534.500000 Penalty: 4809.476074
	Iteration 16Q: 3 clusters Score -1369534 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1369621.250000 Penalty: 4809.476074
	Iteration 17Q: 3 clusters Score -1369621 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1369674.375000 Penalty: 4809.476074
	Iteration 18Q: 3 clusters Score -1369674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1369717.250000 Penalty: 4809.476074
	Iteration 19Q: 3 clusters Score -1369717 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1369760.625000 Penalty: 4809.476074
	Iteration 20F: 3 clusters Score -1369761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1369771.750000 Penalty: 4809.476074
	Iteration 21Q: 3 clusters Score -1369772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1369783.375000 Penalty: 4809.476074
	Iteration 22Q: 3 clusters Score -1369783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1369795.625000 Penalty: 4809.476074
	Iteration 23Q: 3 clusters Score -1369796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1369805.125000 Penalty: 4809.476074
	Iteration 24Q: 3 clusters Score -1369805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1369812.750000 Penalty: 4809.476074
	Iteration 25Q: 3 clusters Score -1369813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1369824.625000 Penalty: 4809.476074
	Iteration 26Q: 3 clusters Score -1369825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1369833.375000 Penalty: 4809.476074
	Iteration 27Q: 3 clusters Score -1369833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1369850.125000 Penalty: 4809.476074
	Iteration 28Q: 3 clusters Score -1369850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1369858.875000 Penalty: 4809.476074
	Iteration 29Q: 3 clusters Score -1369859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1369866.375000 Penalty: 4809.476074
	Iteration 30Q: 3 clusters Score -1369866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1369871.250000 Penalty: 4809.476074
	Iteration 31Q: 3 clusters Score -1369871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1369876.000000 Penalty: 4809.476074
	Iteration 32Q: 3 clusters Score -1369876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1369879.875000 Penalty: 4809.476074
	Iteration 33Q: 3 clusters Score -1369880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1369883.750000 Penalty: 4809.476074
	Iteration 34Q: 3 clusters Score -1369884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1369888.500000 Penalty: 4809.476074
	Iteration 35Q: 3 clusters Score -1369888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1369893.625000 Penalty: 4809.476074
	Iteration 36Q: 3 clusters Score -1369894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1369894.625000 Penalty: 4809.476074
	Iteration 37Q: 3 clusters Score -1369895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1369898.250000 Penalty: 4809.476074
	Iteration 38Q: 3 clusters Score -1369898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1369902.250000 Penalty: 4809.476074
	Iteration 39Q: 3 clusters Score -1369902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1369900.000000 Penalty: 4809.476074
	Iteration 40F: 3 clusters Score -1369900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1369902.625000 Penalty: 4809.476074
	Iteration 41Q: 3 clusters Score -1369903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1369903.625000 Penalty: 4809.476074
	Iteration 42Q: 3 clusters Score -1369904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1369905.125000 Penalty: 4809.476074
	Iteration 43Q: 3 clusters Score -1369905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1369906.125000 Penalty: 4809.476074
	Iteration 44Q: 3 clusters Score -1369906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1369905.250000 Penalty: 4809.476074
	Iteration 45Q: 3 clusters Score -1369905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1369907.250000 Penalty: 4809.476074
	Iteration 46Q: 3 clusters Score -1369907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1369906.125000 Penalty: 4809.476074
	Iteration 47Q: 3 clusters Score -1369906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1369906.500000 Penalty: 4809.476074
	Iteration 48Q: 3 clusters Score -1369906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1369905.125000 Penalty: 4809.476074
	Iteration 49Q: 3 clusters Score -1369905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1369907.000000 Penalty: 4809.476074
	Iteration 50Q: 3 clusters Score -1369907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1369907.875000 Penalty: 4809.476074
	Iteration 51Q: 3 clusters Score -1369908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1369905.500000 Penalty: 4809.476074
	Iteration 52Q: 3 clusters Score -1369906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1369907.000000 Penalty: 4809.476074
	Iteration 53Q: 3 clusters Score -1369907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1369906.750000 Penalty: 4809.476074
	Iteration 54Q: 3 clusters Score -1369907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1369907.125000 Penalty: 4809.476074
	Iteration 55Q: 3 clusters Score -1369907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1369908.375000 Penalty: 4809.476074
	Iteration 56Q: 3 clusters Score -1369908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1369911.875000 Penalty: 4809.476074
	Iteration 57Q: 3 clusters Score -1369912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1369913.625000 Penalty: 4809.476074
	Iteration 58Q: 3 clusters Score -1369914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1369911.875000 Penalty: 4809.476074
	Iteration 59Q: 3 clusters Score -1369912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1369912.000000 Penalty: 4809.476074
	Iteration 60F: 3 clusters Score -1369912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1369914.125000 Penalty: 4809.476074
	Iteration 61Q: 3 clusters Score -1369914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1369910.250000 Penalty: 4809.476074
	Iteration 62Q: 3 clusters Score -1369910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1369910.375000 Penalty: 4809.476074
	Iteration 63Q: 3 clusters Score -1369910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1369911.500000 Penalty: 4809.476074
	Iteration 64Q: 3 clusters Score -1369912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1369915.625000 Penalty: 4809.476074
	Iteration 65Q: 3 clusters Score -1369916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1369914.875000 Penalty: 4809.476074
	Iteration 66Q: 3 clusters Score -1369915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1369917.500000 Penalty: 4809.476074
	Iteration 67Q: 3 clusters Score -1369918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1369918.875000 Penalty: 4809.476074
	Iteration 68Q: 3 clusters Score -1369919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1369919.625000 Penalty: 4809.476074
	Iteration 69Q: 3 clusters Score -1369920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1369924.375000 Penalty: 4809.476074
	Iteration 70Q: 3 clusters Score -1369924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1369928.000000 Penalty: 4809.476074
	Iteration 71Q: 3 clusters Score -1369928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1369926.500000 Penalty: 4809.476074
	Iteration 72Q: 3 clusters Score -1369926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1369927.375000 Penalty: 4809.476074
	Iteration 73Q: 3 clusters Score -1369927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1369931.500000 Penalty: 4809.476074
	Iteration 74Q: 3 clusters Score -1369932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1369929.250000 Penalty: 4809.476074
	Iteration 75Q: 3 clusters Score -1369929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1369933.125000 Penalty: 4809.476074
	Iteration 76Q: 3 clusters Score -1369933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1369935.375000 Penalty: 4809.476074
	Iteration 77Q: 3 clusters Score -1369935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1369936.000000 Penalty: 4809.476074
	Iteration 78Q: 3 clusters Score -1369936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1369938.875000 Penalty: 4809.476074
	Iteration 79Q: 3 clusters Score -1369939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1369939.500000 Penalty: 4809.476074
	Iteration 80F: 3 clusters Score -1369940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1369942.000000 Penalty: 4809.476074
	Iteration 81Q: 3 clusters Score -1369942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1369942.875000 Penalty: 4809.476074
	Iteration 82Q: 3 clusters Score -1369943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1369942.750000 Penalty: 4809.476074
	Iteration 83Q: 3 clusters Score -1369943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1369947.750000 Penalty: 4809.476074
	Iteration 84Q: 3 clusters Score -1369948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1369945.125000 Penalty: 4809.476074
	Iteration 85Q: 3 clusters Score -1369945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1369949.250000 Penalty: 4809.476074
	Iteration 86Q: 3 clusters Score -1369949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1369951.375000 Penalty: 4809.476074
	Iteration 87Q: 3 clusters Score -1369951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1369946.500000 Penalty: 4809.476074
	Iteration 88Q: 3 clusters Score -1369946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1369947.500000 Penalty: 4809.476074
	Iteration 89Q: 3 clusters Score -1369948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1369949.375000 Penalty: 4809.476074
	Iteration 90Q: 3 clusters Score -1369949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1369949.625000 Penalty: 4809.476074
	Iteration 91Q: 3 clusters Score -1369950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1369948.750000 Penalty: 4809.476074
	Iteration 92Q: 3 clusters Score -1369949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1369951.125000 Penalty: 4809.476074
	Iteration 93Q: 3 clusters Score -1369951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1369951.125000 Penalty: 4809.476074
	Iteration 94F: 3 clusters Score -1369951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Entering Unmasked Estep 
Score: -2433495.000000 Penalty: 2538.498291
	Iteration 0F: 2 clusters Score -2433495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2414225.500000 Penalty: 5076.996582
	Iteration 0F: 3 clusters Score -2414226 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2421180.500000 Penalty: 5076.996582
	Iteration 1F: 3 clusters Score -2421180 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2421755.500000 Penalty: 5076.996582
	Iteration 2F: 3 clusters Score -2421756 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2422437.500000 Penalty: 5076.996582
	Iteration 3F: 3 clusters Score -2422438 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2423164.500000 Penalty: 5076.996582
	Iteration 4F: 3 clusters Score -2423164 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2424001.750000 Penalty: 5076.996582
	Iteration 5F: 3 clusters Score -2424002 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2425020.250000 Penalty: 5076.996582
	Iteration 6F: 3 clusters Score -2425020 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2426150.250000 Penalty: 5076.996582
	Iteration 7F: 3 clusters Score -2426150 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2427262.250000 Penalty: 5076.996582
	Iteration 8F: 3 clusters Score -2427262 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2428295.250000 Penalty: 5076.996582
	Iteration 9Q: 3 clusters Score -2428295 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2429196.250000 Penalty: 5076.996582
	Iteration 10Q: 3 clusters Score -2429196 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2429884.250000 Penalty: 5076.996582
	Iteration 11Q: 3 clusters Score -2429884 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2430297.500000 Penalty: 5076.996582
	Iteration 12Q: 3 clusters Score -2430298 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2430553.500000 Penalty: 5076.996582
	Iteration 13Q: 3 clusters Score -2430554 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2430731.750000 Penalty: 5076.996582
	Iteration 14Q: 3 clusters Score -2430732 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2430885.750000 Penalty: 5076.996582
	Iteration 15Q: 3 clusters Score -2430886 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2431024.250000 Penalty: 5076.996582
	Iteration 16Q: 3 clusters Score -2431024 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2431143.500000 Penalty: 5076.996582
	Iteration 17Q: 3 clusters Score -2431144 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2431236.000000 Penalty: 5076.996582
	Iteration 18Q: 3 clusters Score -2431236 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2431318.000000 Penalty: 5076.996582
	Iteration 19Q: 3 clusters Score -2431318 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2431371.500000 Penalty: 5076.996582
	Iteration 20F: 3 clusters Score -2431372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2431430.750000 Penalty: 5076.996582
	Iteration 21Q: 3 clusters Score -2431431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2431485.750000 Penalty: 5076.996582
	Iteration 22Q: 3 clusters Score -2431486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2431532.500000 Penalty: 5076.996582
	Iteration 23Q: 3 clusters Score -2431532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2431575.500000 Penalty: 5076.996582
	Iteration 24Q: 3 clusters Score -2431576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2431615.000000 Penalty: 5076.996582
	Iteration 25Q: 3 clusters Score -2431615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2431666.500000 Penalty: 5076.996582
	Iteration 26Q: 3 clusters Score -2431666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2431701.500000 Penalty: 5076.996582
	Iteration 27Q: 3 clusters Score -2431702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2431739.500000 Penalty: 5076.996582
	Iteration 28Q: 3 clusters Score -2431740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2431787.250000 Penalty: 5076.996582
	Iteration 29Q: 3 clusters Score -2431787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2431841.750000 Penalty: 5076.996582
	Iteration 30Q: 3 clusters Score -2431842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2431889.250000 Penalty: 5076.996582
	Iteration 31Q: 3 clusters Score -2431889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2431921.000000 Penalty: 5076.996582
	Iteration 32Q: 3 clusters Score -2431921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2431956.750000 Penalty: 5076.996582
	Iteration 33Q: 3 clusters Score -2431957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2431982.250000 Penalty: 5076.996582
	Iteration 34Q: 3 clusters Score -2431982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2432002.500000 Penalty: 5076.996582
	Iteration 35Q: 3 clusters Score -2432002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2432022.000000 Penalty: 5076.996582
	Iteration 36Q: 3 clusters Score -2432022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2432031.750000 Penalty: 5076.996582
	Iteration 37Q: 3 clusters Score -2432032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2432045.500000 Penalty: 5076.996582
	Iteration 38Q: 3 clusters Score -2432046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2432057.000000 Penalty: 5076.996582
	Iteration 39Q: 3 clusters Score -2432057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2432065.500000 Penalty: 5076.996582
	Iteration 40F: 3 clusters Score -2432066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2432074.750000 Penalty: 5076.996582
	Iteration 41Q: 3 clusters Score -2432075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2432083.250000 Penalty: 5076.996582
	Iteration 42Q: 3 clusters Score -2432083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2432086.250000 Penalty: 5076.996582
	Iteration 43Q: 3 clusters Score -2432086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2432092.000000 Penalty: 5076.996582
	Iteration 44Q: 3 clusters Score -2432092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2432103.000000 Penalty: 5076.996582
	Iteration 45Q: 3 clusters Score -2432103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2432109.500000 Penalty: 5076.996582
	Iteration 46Q: 3 clusters Score -2432110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2432114.000000 Penalty: 5076.996582
	Iteration 47Q: 3 clusters Score -2432114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2432119.750000 Penalty: 5076.996582
	Iteration 48Q: 3 clusters Score -2432120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2432124.750000 Penalty: 5076.996582
	Iteration 49Q: 3 clusters Score -2432125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2432128.750000 Penalty: 5076.996582
	Iteration 50Q: 3 clusters Score -2432129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2432131.250000 Penalty: 5076.996582
	Iteration 51Q: 3 clusters Score -2432131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2432129.000000 Penalty: 5076.996582
	Iteration 52Q: 3 clusters Score -2432129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2432130.250000 Penalty: 5076.996582
	Iteration 53Q: 3 clusters Score -2432130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2432136.000000 Penalty: 5076.996582
	Iteration 54Q: 3 clusters Score -2432136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2432136.000000 Penalty: 5076.996582
	Iteration 55Q: 3 clusters Score -2432136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2432133.750000 Penalty: 5076.996582
	Iteration 56Q: 3 clusters Score -2432134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2432137.750000 Penalty: 5076.996582
	Iteration 57Q: 3 clusters Score -2432138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2432137.750000 Penalty: 5076.996582
	Iteration 58F: 3 clusters Score -2432138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -559494.125000 Penalty: 2184.438477
	Iteration 0F: 2 clusters Score -559494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -553945.000000 Penalty: 4368.876953
	Iteration 0F: 3 clusters Score -553945 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -555438.312500 Penalty: 4368.876953
	Iteration 1F: 3 clusters Score -555438.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -555776.875000 Penalty: 4368.876953
	Iteration 2F: 3 clusters Score -555776.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -556136.687500 Penalty: 4368.876953
	Iteration 3F: 3 clusters Score -556136.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -556640.437500 Penalty: 4368.876953
	Iteration 4F: 3 clusters Score -556640.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -557178.312500 Penalty: 4368.876953
	Iteration 5F: 3 clusters Score -557178.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -557594.000000 Penalty: 4368.876953
	Iteration 6F: 3 clusters Score -557594 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -557896.500000 Penalty: 4368.876953
	Iteration 7F: 3 clusters Score -557896.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -558127.437500 Penalty: 4368.876953
	Iteration 8Q: 3 clusters Score -558127.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -558299.250000 Penalty: 4368.876953
	Iteration 9Q: 3 clusters Score -558299.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -558452.562500 Penalty: 4368.876953
	Iteration 10Q: 3 clusters Score -558452.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -558591.500000 Penalty: 4368.876953
	Iteration 11Q: 3 clusters Score -558591.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -558691.687500 Penalty: 4368.876953
	Iteration 12Q: 3 clusters Score -558691.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -558768.125000 Penalty: 4368.876953
	Iteration 13Q: 3 clusters Score -558768.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -558812.937500 Penalty: 4368.876953
	Iteration 14Q: 3 clusters Score -558812.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -558842.312500 Penalty: 4368.876953
	Iteration 15Q: 3 clusters Score -558842.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -558859.562500 Penalty: 4368.876953
	Iteration 16Q: 3 clusters Score -558859.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -558869.250000 Penalty: 4368.876953
	Iteration 17Q: 3 clusters Score -558869.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -558875.937500 Penalty: 4368.876953
	Iteration 18Q: 3 clusters Score -558875.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -558881.437500 Penalty: 4368.876953
	Iteration 19Q: 3 clusters Score -558881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -558882.500000 Penalty: 4368.876953
	Iteration 20F: 3 clusters Score -558882.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -558884.812500 Penalty: 4368.876953
	Iteration 21Q: 3 clusters Score -558884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -558887.000000 Penalty: 4368.876953
	Iteration 22Q: 3 clusters Score -558887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -558888.250000 Penalty: 4368.876953
	Iteration 23Q: 3 clusters Score -558888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -558887.500000 Penalty: 4368.876953
	Iteration 24Q: 3 clusters Score -558887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -558888.687500 Penalty: 4368.876953
	Iteration 25Q: 3 clusters Score -558888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -558890.500000 Penalty: 4368.876953
	Iteration 26Q: 3 clusters Score -558890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -558889.875000 Penalty: 4368.876953
	Iteration 27Q: 3 clusters Score -558889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -558890.062500 Penalty: 4368.876953
	Iteration 28Q: 3 clusters Score -558890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -558890.062500 Penalty: 4368.876953
	Iteration 29F: 3 clusters Score -558890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (132625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132625 members 
Entering Unmasked Estep 
Score: -12080804.000000 Penalty: 2925.229492
	Iteration 0F: 2 clusters Score -1.20808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -11992211.000000 Penalty: 5850.458984
	Iteration 0F: 3 clusters Score -1.199221e+07 nChanged 63201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -12028558.000000 Penalty: 5850.458984
	Iteration 1F: 3 clusters Score -1.202856e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -12029586.000000 Penalty: 5850.458984
	Iteration 2Q: 3 clusters Score -1.202959e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -12030918.000000 Penalty: 5850.458984
	Iteration 3Q: 3 clusters Score -1.203092e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -12033095.000000 Penalty: 5850.458984
	Iteration 4Q: 3 clusters Score -1.20331e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -12036406.000000 Penalty: 5850.458984
	Iteration 5Q: 3 clusters Score -1.203641e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -12040876.000000 Penalty: 5850.458984
	Iteration 6F: 3 clusters Score -1.204088e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -12046279.000000 Penalty: 5850.458984
	Iteration 7F: 3 clusters Score -1.204628e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -12052246.000000 Penalty: 5850.458984
	Iteration 8F: 3 clusters Score -1.205225e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -12057673.000000 Penalty: 5850.458984
	Iteration 9F: 3 clusters Score -1.205767e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -12062904.000000 Penalty: 5850.458984
	Iteration 10F: 3 clusters Score -1.20629e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -12067431.000000 Penalty: 5850.458984
	Iteration 11Q: 3 clusters Score -1.206743e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -12070956.000000 Penalty: 5850.458984
	Iteration 12Q: 3 clusters Score -1.207096e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -12073443.000000 Penalty: 5850.458984
	Iteration 13Q: 3 clusters Score -1.207344e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -12075193.000000 Penalty: 5850.458984
	Iteration 14Q: 3 clusters Score -1.207519e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -12076428.000000 Penalty: 5850.458984
	Iteration 15Q: 3 clusters Score -1.207643e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 128830 members 
Entering Unmasked Estep 
Score: -12077117.000000 Penalty: 5850.458984
	Iteration 16Q: 3 clusters Score -1.207712e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 129634 members 
Entering Unmasked Estep 
Score: -12077558.000000 Penalty: 5850.458984
	Iteration 17Q: 3 clusters Score -1.207756e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 130167 members 
Entering Unmasked Estep 
Score: -12077845.000000 Penalty: 5850.458984
	Iteration 18Q: 3 clusters Score -1.207784e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 130504 members 
Entering Unmasked Estep 
Score: -12078030.000000 Penalty: 5850.458984
	Iteration 19Q: 3 clusters Score -1.207803e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -12078136.000000 Penalty: 5850.458984
	Iteration 20F: 3 clusters Score -1.207814e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 130888 members 
Entering Unmasked Estep 
Score: -12078209.000000 Penalty: 5850.458984
	Iteration 21Q: 3 clusters Score -1.207821e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 131003 members 
Entering Unmasked Estep 
Score: -12078255.000000 Penalty: 5850.458984
	Iteration 22Q: 3 clusters Score -1.207826e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -12078313.000000 Penalty: 5850.458984
	Iteration 23Q: 3 clusters Score -1.207831e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -12078361.000000 Penalty: 5850.458984
	Iteration 24Q: 3 clusters Score -1.207836e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 131230 members 
Entering Unmasked Estep 
Score: -12078414.000000 Penalty: 5850.458984
	Iteration 25Q: 3 clusters Score -1.207841e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 131282 members 
Entering Unmasked Estep 
Score: -12078442.000000 Penalty: 5850.458984
	Iteration 26Q: 3 clusters Score -1.207844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 131319 members 
Entering Unmasked Estep 
Score: -12078466.000000 Penalty: 5850.458984
	Iteration 27Q: 3 clusters Score -1.207847e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 131352 members 
Entering Unmasked Estep 
Score: -12078473.000000 Penalty: 5850.458984
	Iteration 28Q: 3 clusters Score -1.207847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -12078492.000000 Penalty: 5850.458984
	Iteration 29Q: 3 clusters Score -1.207849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 131390 members 
Entering Unmasked Estep 
Score: -12078487.000000 Penalty: 5850.458984
	Iteration 30Q: 3 clusters Score -1.207849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -12078491.000000 Penalty: 5850.458984
	Iteration 31Q: 3 clusters Score -1.207849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 131411 members 
Entering Unmasked Estep 
Score: -12078494.000000 Penalty: 5850.458984
	Iteration 32Q: 3 clusters Score -1.207849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 131418 members 
Entering Unmasked Estep 
Score: -12078495.000000 Penalty: 5850.458984
	Iteration 33Q: 3 clusters Score -1.20785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 131424 members 
Entering Unmasked Estep 
Score: -12078500.000000 Penalty: 5850.458984
	Iteration 34Q: 3 clusters Score -1.20785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 131425 members 
Entering Unmasked Estep 
Score: -12078495.000000 Penalty: 5850.458984
	Iteration 35Q: 3 clusters Score -1.20785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -12078503.000000 Penalty: 5850.458984
	Iteration 36Q: 3 clusters Score -1.20785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -12078505.000000 Penalty: 5850.458984
	Iteration 37Q: 3 clusters Score -1.20785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -12078504.000000 Penalty: 5850.458984
	Iteration 38Q: 3 clusters Score -1.20785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -12078504.000000 Penalty: 5850.458984
	Iteration 39F: 3 clusters Score -1.20785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Entering Unmasked Estep 
Score: -1292842.750000 Penalty: 2375.318359
	Iteration 0F: 2 clusters Score -1292843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1282387.875000 Penalty: 4750.636719
	Iteration 0F: 3 clusters Score -1282388 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1286054.750000 Penalty: 4750.636719
	Iteration 1F: 3 clusters Score -1286055 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1286709.125000 Penalty: 4750.636719
	Iteration 2F: 3 clusters Score -1286709 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1287331.500000 Penalty: 4750.636719
	Iteration 3F: 3 clusters Score -1287332 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1287925.375000 Penalty: 4750.636719
	Iteration 4F: 3 clusters Score -1287925 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1288539.125000 Penalty: 4750.636719
	Iteration 5F: 3 clusters Score -1288539 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1289124.250000 Penalty: 4750.636719
	Iteration 6F: 3 clusters Score -1289124 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1289682.000000 Penalty: 4750.636719
	Iteration 7F: 3 clusters Score -1289682 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1290135.500000 Penalty: 4750.636719
	Iteration 8Q: 3 clusters Score -1290136 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1290482.250000 Penalty: 4750.636719
	Iteration 9Q: 3 clusters Score -1290482 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1290774.000000 Penalty: 4750.636719
	Iteration 10Q: 3 clusters Score -1290774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1290953.375000 Penalty: 4750.636719
	Iteration 11Q: 3 clusters Score -1290953 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1291061.375000 Penalty: 4750.636719
	Iteration 12Q: 3 clusters Score -1291061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1291136.250000 Penalty: 4750.636719
	Iteration 13Q: 3 clusters Score -1291136 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1291198.500000 Penalty: 4750.636719
	Iteration 14Q: 3 clusters Score -1291198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1291259.625000 Penalty: 4750.636719
	Iteration 15Q: 3 clusters Score -1291260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1291308.250000 Penalty: 4750.636719
	Iteration 16Q: 3 clusters Score -1291308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1291354.375000 Penalty: 4750.636719
	Iteration 17Q: 3 clusters Score -1291354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1291401.000000 Penalty: 4750.636719
	Iteration 18Q: 3 clusters Score -1291401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1291438.000000 Penalty: 4750.636719
	Iteration 19Q: 3 clusters Score -1291438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1291481.250000 Penalty: 4750.636719
	Iteration 20F: 3 clusters Score -1291481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1291524.375000 Penalty: 4750.636719
	Iteration 21Q: 3 clusters Score -1291524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1291551.625000 Penalty: 4750.636719
	Iteration 22Q: 3 clusters Score -1291552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1291578.625000 Penalty: 4750.636719
	Iteration 23Q: 3 clusters Score -1291579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1291601.375000 Penalty: 4750.636719
	Iteration 24Q: 3 clusters Score -1291601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1291619.500000 Penalty: 4750.636719
	Iteration 25Q: 3 clusters Score -1291620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1291640.625000 Penalty: 4750.636719
	Iteration 26Q: 3 clusters Score -1291641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1291656.375000 Penalty: 4750.636719
	Iteration 27Q: 3 clusters Score -1291656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1291666.875000 Penalty: 4750.636719
	Iteration 28Q: 3 clusters Score -1291667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1291674.250000 Penalty: 4750.636719
	Iteration 29Q: 3 clusters Score -1291674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1291676.500000 Penalty: 4750.636719
	Iteration 30Q: 3 clusters Score -1291676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1291681.750000 Penalty: 4750.636719
	Iteration 31Q: 3 clusters Score -1291682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1291685.250000 Penalty: 4750.636719
	Iteration 32Q: 3 clusters Score -1291685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1291687.875000 Penalty: 4750.636719
	Iteration 33Q: 3 clusters Score -1291688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1291688.125000 Penalty: 4750.636719
	Iteration 34Q: 3 clusters Score -1291688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1291689.500000 Penalty: 4750.636719
	Iteration 35Q: 3 clusters Score -1291690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1291693.000000 Penalty: 4750.636719
	Iteration 36Q: 3 clusters Score -1291693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1291694.375000 Penalty: 4750.636719
	Iteration 37Q: 3 clusters Score -1291694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1291693.750000 Penalty: 4750.636719
	Iteration 38Q: 3 clusters Score -1291694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1291694.875000 Penalty: 4750.636719
	Iteration 39Q: 3 clusters Score -1291695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1291697.375000 Penalty: 4750.636719
	Iteration 40F: 3 clusters Score -1291697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1291699.875000 Penalty: 4750.636719
	Iteration 41Q: 3 clusters Score -1291700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1291702.250000 Penalty: 4750.636719
	Iteration 42Q: 3 clusters Score -1291702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1291702.750000 Penalty: 4750.636719
	Iteration 43Q: 3 clusters Score -1291703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1291702.250000 Penalty: 4750.636719
	Iteration 44Q: 3 clusters Score -1291702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1291703.625000 Penalty: 4750.636719
	Iteration 45Q: 3 clusters Score -1291704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1291707.375000 Penalty: 4750.636719
	Iteration 46Q: 3 clusters Score -1291707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1291711.625000 Penalty: 4750.636719
	Iteration 47Q: 3 clusters Score -1291712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1291713.875000 Penalty: 4750.636719
	Iteration 48Q: 3 clusters Score -1291714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1291713.375000 Penalty: 4750.636719
	Iteration 49Q: 3 clusters Score -1291713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1291716.875000 Penalty: 4750.636719
	Iteration 50Q: 3 clusters Score -1291717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1291720.875000 Penalty: 4750.636719
	Iteration 51Q: 3 clusters Score -1291721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1291720.500000 Penalty: 4750.636719
	Iteration 52Q: 3 clusters Score -1291720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1291721.000000 Penalty: 4750.636719
	Iteration 53Q: 3 clusters Score -1291721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1291718.875000 Penalty: 4750.636719
	Iteration 54Q: 3 clusters Score -1291719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1291720.375000 Penalty: 4750.636719
	Iteration 55Q: 3 clusters Score -1291720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1291721.125000 Penalty: 4750.636719
	Iteration 56Q: 3 clusters Score -1291721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1291721.125000 Penalty: 4750.636719
	Iteration 57F: 3 clusters Score -1291721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Entering Unmasked Estep 
Score: -1380905.250000 Penalty: 2402.701416
	Iteration 0F: 2 clusters Score -1380905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1369368.000000 Penalty: 4805.402832
	Iteration 0F: 3 clusters Score -1369368 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1373041.500000 Penalty: 4805.402832
	Iteration 1F: 3 clusters Score -1373042 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1373503.250000 Penalty: 4805.402832
	Iteration 2F: 3 clusters Score -1373503 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1373933.875000 Penalty: 4805.402832
	Iteration 3F: 3 clusters Score -1373934 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1374315.500000 Penalty: 4805.402832
	Iteration 4F: 3 clusters Score -1374316 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1374713.375000 Penalty: 4805.402832
	Iteration 5Q: 3 clusters Score -1374713 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1375121.125000 Penalty: 4805.402832
	Iteration 6Q: 3 clusters Score -1375121 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1375539.875000 Penalty: 4805.402832
	Iteration 7Q: 3 clusters Score -1375540 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1375966.125000 Penalty: 4805.402832
	Iteration 8Q: 3 clusters Score -1375966 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1376354.625000 Penalty: 4805.402832
	Iteration 9Q: 3 clusters Score -1376355 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1376755.875000 Penalty: 4805.402832
	Iteration 10Q: 3 clusters Score -1376756 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1377168.125000 Penalty: 4805.402832
	Iteration 11Q: 3 clusters Score -1377168 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1377575.250000 Penalty: 4805.402832
	Iteration 12Q: 3 clusters Score -1377575 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1377989.750000 Penalty: 4805.402832
	Iteration 13Q: 3 clusters Score -1377990 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1378443.625000 Penalty: 4805.402832
	Iteration 14Q: 3 clusters Score -1378444 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1378873.375000 Penalty: 4805.402832
	Iteration 15Q: 3 clusters Score -1378873 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1379194.625000 Penalty: 4805.402832
	Iteration 16Q: 3 clusters Score -1379195 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1379403.750000 Penalty: 4805.402832
	Iteration 17Q: 3 clusters Score -1379404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1379539.375000 Penalty: 4805.402832
	Iteration 18Q: 3 clusters Score -1379539 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1379639.750000 Penalty: 4805.402832
	Iteration 19Q: 3 clusters Score -1379640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1379714.625000 Penalty: 4805.402832
	Iteration 20F: 3 clusters Score -1379715 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1379751.375000 Penalty: 4805.402832
	Iteration 21Q: 3 clusters Score -1379751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1379778.500000 Penalty: 4805.402832
	Iteration 22Q: 3 clusters Score -1379778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1379801.875000 Penalty: 4805.402832
	Iteration 23Q: 3 clusters Score -1379802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1379813.250000 Penalty: 4805.402832
	Iteration 24Q: 3 clusters Score -1379813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1379825.750000 Penalty: 4805.402832
	Iteration 25Q: 3 clusters Score -1379826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1379833.750000 Penalty: 4805.402832
	Iteration 26Q: 3 clusters Score -1379834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1379838.375000 Penalty: 4805.402832
	Iteration 27Q: 3 clusters Score -1379838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1379841.750000 Penalty: 4805.402832
	Iteration 28Q: 3 clusters Score -1379842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1379846.500000 Penalty: 4805.402832
	Iteration 29Q: 3 clusters Score -1379846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1379845.500000 Penalty: 4805.402832
	Iteration 30Q: 3 clusters Score -1379846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1379847.125000 Penalty: 4805.402832
	Iteration 31Q: 3 clusters Score -1379847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1379845.625000 Penalty: 4805.402832
	Iteration 32Q: 3 clusters Score -1379846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1379847.625000 Penalty: 4805.402832
	Iteration 33Q: 3 clusters Score -1379848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1379847.875000 Penalty: 4805.402832
	Iteration 34Q: 3 clusters Score -1379848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1379847.875000 Penalty: 4805.402832
	Iteration 35F: 3 clusters Score -1379848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (134908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Entering Unmasked Estep 
Score: -12069664.000000 Penalty: 2929.462402
	Iteration 0F: 2 clusters Score -1.206966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -11979347.000000 Penalty: 5858.924805
	Iteration 0F: 3 clusters Score -1.197935e+07 nChanged 64257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -12016338.000000 Penalty: 5858.924805
	Iteration 1F: 3 clusters Score -1.201634e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -12017545.000000 Penalty: 5858.924805
	Iteration 2Q: 3 clusters Score -1.201754e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -12018891.000000 Penalty: 5858.924805
	Iteration 3Q: 3 clusters Score -1.201889e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -12020629.000000 Penalty: 5858.924805
	Iteration 4Q: 3 clusters Score -1.202063e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -12023168.000000 Penalty: 5858.924805
	Iteration 5Q: 3 clusters Score -1.202317e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -12026418.000000 Penalty: 5858.924805
	Iteration 6Q: 3 clusters Score -1.202642e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -12031252.000000 Penalty: 5858.924805
	Iteration 7F: 3 clusters Score -1.203125e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -12037375.000000 Penalty: 5858.924805
	Iteration 8F: 3 clusters Score -1.203738e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -12042809.000000 Penalty: 5858.924805
	Iteration 9F: 3 clusters Score -1.204281e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -12045433.000000 Penalty: 5858.924805
	Iteration 10Q: 3 clusters Score -1.204543e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -12046394.000000 Penalty: 5858.924805
	Iteration 11Q: 3 clusters Score -1.204639e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -12046769.000000 Penalty: 5858.924805
	Iteration 12Q: 3 clusters Score -1.204677e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -12047115.000000 Penalty: 5858.924805
	Iteration 13Q: 3 clusters Score -1.204712e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -12047365.000000 Penalty: 5858.924805
	Iteration 14Q: 3 clusters Score -1.204736e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -12047620.000000 Penalty: 5858.924805
	Iteration 15Q: 3 clusters Score -1.204762e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -12047870.000000 Penalty: 5858.924805
	Iteration 16Q: 3 clusters Score -1.204787e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -12048169.000000 Penalty: 5858.924805
	Iteration 17Q: 3 clusters Score -1.204817e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -12048527.000000 Penalty: 5858.924805
	Iteration 18Q: 3 clusters Score -1.204853e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -12048867.000000 Penalty: 5858.924805
	Iteration 19Q: 3 clusters Score -1.204887e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -12049163.000000 Penalty: 5858.924805
	Iteration 20F: 3 clusters Score -1.204916e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -12049649.000000 Penalty: 5858.924805
	Iteration 21Q: 3 clusters Score -1.204965e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -12050044.000000 Penalty: 5858.924805
	Iteration 22Q: 3 clusters Score -1.205004e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -12050411.000000 Penalty: 5858.924805
	Iteration 23Q: 3 clusters Score -1.205041e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -12051009.000000 Penalty: 5858.924805
	Iteration 24Q: 3 clusters Score -1.205101e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -12051566.000000 Penalty: 5858.924805
	Iteration 25Q: 3 clusters Score -1.205157e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -12052122.000000 Penalty: 5858.924805
	Iteration 26Q: 3 clusters Score -1.205212e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -12052744.000000 Penalty: 5858.924805
	Iteration 27Q: 3 clusters Score -1.205274e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -12053226.000000 Penalty: 5858.924805
	Iteration 28Q: 3 clusters Score -1.205323e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -12053635.000000 Penalty: 5858.924805
	Iteration 29Q: 3 clusters Score -1.205364e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -12054003.000000 Penalty: 5858.924805
	Iteration 30Q: 3 clusters Score -1.2054e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -12054300.000000 Penalty: 5858.924805
	Iteration 31Q: 3 clusters Score -1.20543e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -12054475.000000 Penalty: 5858.924805
	Iteration 32Q: 3 clusters Score -1.205448e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -12054687.000000 Penalty: 5858.924805
	Iteration 33Q: 3 clusters Score -1.205469e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -12054811.000000 Penalty: 5858.924805
	Iteration 34Q: 3 clusters Score -1.205481e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -12054911.000000 Penalty: 5858.924805
	Iteration 35Q: 3 clusters Score -1.205491e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -12055021.000000 Penalty: 5858.924805
	Iteration 36Q: 3 clusters Score -1.205502e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -12055105.000000 Penalty: 5858.924805
	Iteration 37Q: 3 clusters Score -1.20551e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -12055104.000000 Penalty: 5858.924805
	Iteration 38Q: 3 clusters Score -1.20551e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -12055152.000000 Penalty: 5858.924805
	Iteration 39Q: 3 clusters Score -1.205515e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -12055119.000000 Penalty: 5858.924805
	Iteration 40F: 3 clusters Score -1.205512e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -12055175.000000 Penalty: 5858.924805
	Iteration 41Q: 3 clusters Score -1.205518e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -12055161.000000 Penalty: 5858.924805
	Iteration 42Q: 3 clusters Score -1.205516e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -12055173.000000 Penalty: 5858.924805
	Iteration 43Q: 3 clusters Score -1.205517e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -12055266.000000 Penalty: 5858.924805
	Iteration 44Q: 3 clusters Score -1.205527e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -12055265.000000 Penalty: 5858.924805
	Iteration 45Q: 3 clusters Score -1.205526e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -12055288.000000 Penalty: 5858.924805
	Iteration 46Q: 3 clusters Score -1.205529e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -12055323.000000 Penalty: 5858.924805
	Iteration 47Q: 3 clusters Score -1.205532e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -12055339.000000 Penalty: 5858.924805
	Iteration 48Q: 3 clusters Score -1.205534e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -12055355.000000 Penalty: 5858.924805
	Iteration 49Q: 3 clusters Score -1.205536e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -12055376.000000 Penalty: 5858.924805
	Iteration 50Q: 3 clusters Score -1.205538e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -12055388.000000 Penalty: 5858.924805
	Iteration 51Q: 3 clusters Score -1.205539e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -12055401.000000 Penalty: 5858.924805
	Iteration 52Q: 3 clusters Score -1.20554e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -12055403.000000 Penalty: 5858.924805
	Iteration 53Q: 3 clusters Score -1.20554e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -12055405.000000 Penalty: 5858.924805
	Iteration 54Q: 3 clusters Score -1.20554e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -12055414.000000 Penalty: 5858.924805
	Iteration 55Q: 3 clusters Score -1.205541e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -12055401.000000 Penalty: 5858.924805
	Iteration 56Q: 3 clusters Score -1.20554e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -12055427.000000 Penalty: 5858.924805
	Iteration 57Q: 3 clusters Score -1.205543e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -12055433.000000 Penalty: 5858.924805
	Iteration 58Q: 3 clusters Score -1.205543e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -12055447.000000 Penalty: 5858.924805
	Iteration 59Q: 3 clusters Score -1.205545e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -12055464.000000 Penalty: 5858.924805
	Iteration 60F: 3 clusters Score -1.205546e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -12055465.000000 Penalty: 5858.924805
	Iteration 61Q: 3 clusters Score -1.205546e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -12055477.000000 Penalty: 5858.924805
	Iteration 62Q: 3 clusters Score -1.205548e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -12055495.000000 Penalty: 5858.924805
	Iteration 63Q: 3 clusters Score -1.20555e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -12055484.000000 Penalty: 5858.924805
	Iteration 64Q: 3 clusters Score -1.205548e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -12055480.000000 Penalty: 5858.924805
	Iteration 65Q: 3 clusters Score -1.205548e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -12055459.000000 Penalty: 5858.924805
	Iteration 66Q: 3 clusters Score -1.205546e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -12055451.000000 Penalty: 5858.924805
	Iteration 67Q: 3 clusters Score -1.205545e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -12055456.000000 Penalty: 5858.924805
	Iteration 68Q: 3 clusters Score -1.205546e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -12055429.000000 Penalty: 5858.924805
	Iteration 69Q: 3 clusters Score -1.205543e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -12055405.000000 Penalty: 5858.924805
	Iteration 70Q: 3 clusters Score -1.20554e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -12055431.000000 Penalty: 5858.924805
	Iteration 71Q: 3 clusters Score -1.205543e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -12055446.000000 Penalty: 5858.924805
	Iteration 72Q: 3 clusters Score -1.205545e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -12055476.000000 Penalty: 5858.924805
	Iteration 73Q: 3 clusters Score -1.205548e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -12055518.000000 Penalty: 5858.924805
	Iteration 74Q: 3 clusters Score -1.205552e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -12055501.000000 Penalty: 5858.924805
	Iteration 75Q: 3 clusters Score -1.20555e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -12055501.000000 Penalty: 5858.924805
	Iteration 76Q: 3 clusters Score -1.20555e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -12055484.000000 Penalty: 5858.924805
	Iteration 77Q: 3 clusters Score -1.205548e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -12055468.000000 Penalty: 5858.924805
	Iteration 78Q: 3 clusters Score -1.205547e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -12055461.000000 Penalty: 5858.924805
	Iteration 79Q: 3 clusters Score -1.205546e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -12055471.000000 Penalty: 5858.924805
	Iteration 80F: 3 clusters Score -1.205547e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -12055448.000000 Penalty: 5858.924805
	Iteration 81Q: 3 clusters Score -1.205545e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -12055446.000000 Penalty: 5858.924805
	Iteration 82Q: 3 clusters Score -1.205545e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -12055449.000000 Penalty: 5858.924805
	Iteration 83Q: 3 clusters Score -1.205545e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -12055436.000000 Penalty: 5858.924805
	Iteration 84Q: 3 clusters Score -1.205544e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -12055446.000000 Penalty: 5858.924805
	Iteration 85Q: 3 clusters Score -1.205545e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -12055460.000000 Penalty: 5858.924805
	Iteration 86Q: 3 clusters Score -1.205546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -12055473.000000 Penalty: 5858.924805
	Iteration 87Q: 3 clusters Score -1.205547e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -12055438.000000 Penalty: 5858.924805
	Iteration 88Q: 3 clusters Score -1.205544e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -12055428.000000 Penalty: 5858.924805
	Iteration 89Q: 3 clusters Score -1.205543e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -12055421.000000 Penalty: 5858.924805
	Iteration 90Q: 3 clusters Score -1.205542e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -12055426.000000 Penalty: 5858.924805
	Iteration 91Q: 3 clusters Score -1.205543e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -12055427.000000 Penalty: 5858.924805
	Iteration 92Q: 3 clusters Score -1.205543e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -12055436.000000 Penalty: 5858.924805
	Iteration 93Q: 3 clusters Score -1.205544e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -12055432.000000 Penalty: 5858.924805
	Iteration 94Q: 3 clusters Score -1.205543e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -12055452.000000 Penalty: 5858.924805
	Iteration 95Q: 3 clusters Score -1.205545e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -12055453.000000 Penalty: 5858.924805
	Iteration 96Q: 3 clusters Score -1.205545e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -12055453.000000 Penalty: 5858.924805
	Iteration 97Q: 3 clusters Score -1.205545e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -12055451.000000 Penalty: 5858.924805
	Iteration 98Q: 3 clusters Score -1.205545e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -12055439.000000 Penalty: 5858.924805
	Iteration 99Q: 3 clusters Score -1.205544e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -12055496.000000 Penalty: 5858.924805
	Iteration 100F: 3 clusters Score -1.20555e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -12055480.000000 Penalty: 5858.924805
	Iteration 101Q: 3 clusters Score -1.205548e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -12055526.000000 Penalty: 5858.924805
	Iteration 102Q: 3 clusters Score -1.205553e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -12055542.000000 Penalty: 5858.924805
	Iteration 103Q: 3 clusters Score -1.205554e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -12055574.000000 Penalty: 5858.924805
	Iteration 104Q: 3 clusters Score -1.205557e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -12055614.000000 Penalty: 5858.924805
	Iteration 105Q: 3 clusters Score -1.205561e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -12055639.000000 Penalty: 5858.924805
	Iteration 106Q: 3 clusters Score -1.205564e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -12055662.000000 Penalty: 5858.924805
	Iteration 107Q: 3 clusters Score -1.205566e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -12055670.000000 Penalty: 5858.924805
	Iteration 108Q: 3 clusters Score -1.205567e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -12055679.000000 Penalty: 5858.924805
	Iteration 109Q: 3 clusters Score -1.205568e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -12055690.000000 Penalty: 5858.924805
	Iteration 110Q: 3 clusters Score -1.205569e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -12055709.000000 Penalty: 5858.924805
	Iteration 111Q: 3 clusters Score -1.205571e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -12055718.000000 Penalty: 5858.924805
	Iteration 112Q: 3 clusters Score -1.205572e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -12055742.000000 Penalty: 5858.924805
	Iteration 113Q: 3 clusters Score -1.205574e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -12055712.000000 Penalty: 5858.924805
	Iteration 114Q: 3 clusters Score -1.205571e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -12055748.000000 Penalty: 5858.924805
	Iteration 115Q: 3 clusters Score -1.205575e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -12055742.000000 Penalty: 5858.924805
	Iteration 116Q: 3 clusters Score -1.205574e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -12055796.000000 Penalty: 5858.924805
	Iteration 117Q: 3 clusters Score -1.20558e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -12055830.000000 Penalty: 5858.924805
	Iteration 118Q: 3 clusters Score -1.205583e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -12055833.000000 Penalty: 5858.924805
	Iteration 119Q: 3 clusters Score -1.205583e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -12055884.000000 Penalty: 5858.924805
	Iteration 120F: 3 clusters Score -1.205588e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -12055911.000000 Penalty: 5858.924805
	Iteration 121Q: 3 clusters Score -1.205591e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -12055994.000000 Penalty: 5858.924805
	Iteration 122Q: 3 clusters Score -1.205599e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -12056007.000000 Penalty: 5858.924805
	Iteration 123Q: 3 clusters Score -1.205601e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -12056045.000000 Penalty: 5858.924805
	Iteration 124Q: 3 clusters Score -1.205604e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -12056064.000000 Penalty: 5858.924805
	Iteration 125Q: 3 clusters Score -1.205606e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -12056097.000000 Penalty: 5858.924805
	Iteration 126Q: 3 clusters Score -1.20561e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -12056136.000000 Penalty: 5858.924805
	Iteration 127Q: 3 clusters Score -1.205614e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -12056167.000000 Penalty: 5858.924805
	Iteration 128Q: 3 clusters Score -1.205617e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -12056182.000000 Penalty: 5858.924805
	Iteration 129Q: 3 clusters Score -1.205618e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -12056231.000000 Penalty: 5858.924805
	Iteration 130Q: 3 clusters Score -1.205623e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -12056341.000000 Penalty: 5858.924805
	Iteration 131Q: 3 clusters Score -1.205634e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -12056393.000000 Penalty: 5858.924805
	Iteration 132Q: 3 clusters Score -1.205639e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -12056467.000000 Penalty: 5858.924805
	Iteration 133Q: 3 clusters Score -1.205647e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -12056509.000000 Penalty: 5858.924805
	Iteration 134Q: 3 clusters Score -1.205651e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -12056509.000000 Penalty: 5858.924805
	Iteration 135Q: 3 clusters Score -1.205651e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -12056582.000000 Penalty: 5858.924805
	Iteration 136Q: 3 clusters Score -1.205658e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -12056639.000000 Penalty: 5858.924805
	Iteration 137Q: 3 clusters Score -1.205664e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -12056629.000000 Penalty: 5858.924805
	Iteration 138Q: 3 clusters Score -1.205663e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -12056762.000000 Penalty: 5858.924805
	Iteration 139Q: 3 clusters Score -1.205676e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -12056827.000000 Penalty: 5858.924805
	Iteration 140F: 3 clusters Score -1.205683e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -12056906.000000 Penalty: 5858.924805
	Iteration 141Q: 3 clusters Score -1.205691e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 92012 members 
Entering Unmasked Estep 
Score: -12056978.000000 Penalty: 5858.924805
	Iteration 142Q: 3 clusters Score -1.205698e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -12057074.000000 Penalty: 5858.924805
	Iteration 143Q: 3 clusters Score -1.205707e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -12057169.000000 Penalty: 5858.924805
	Iteration 144Q: 3 clusters Score -1.205717e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -12057259.000000 Penalty: 5858.924805
	Iteration 145Q: 3 clusters Score -1.205726e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -12057337.000000 Penalty: 5858.924805
	Iteration 146Q: 3 clusters Score -1.205734e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -12057417.000000 Penalty: 5858.924805
	Iteration 147Q: 3 clusters Score -1.205742e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -12057515.000000 Penalty: 5858.924805
	Iteration 148Q: 3 clusters Score -1.205752e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -12057633.000000 Penalty: 5858.924805
	Iteration 149Q: 3 clusters Score -1.205763e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -12057774.000000 Penalty: 5858.924805
	Iteration 150Q: 3 clusters Score -1.205777e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -12057910.000000 Penalty: 5858.924805
	Iteration 151Q: 3 clusters Score -1.205791e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -12058048.000000 Penalty: 5858.924805
	Iteration 152Q: 3 clusters Score -1.205805e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -12058187.000000 Penalty: 5858.924805
	Iteration 153Q: 3 clusters Score -1.205819e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -12058256.000000 Penalty: 5858.924805
	Iteration 154Q: 3 clusters Score -1.205826e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -12058327.000000 Penalty: 5858.924805
	Iteration 155Q: 3 clusters Score -1.205833e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -12058489.000000 Penalty: 5858.924805
	Iteration 156Q: 3 clusters Score -1.205849e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -12058592.000000 Penalty: 5858.924805
	Iteration 157Q: 3 clusters Score -1.205859e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -12058792.000000 Penalty: 5858.924805
	Iteration 158Q: 3 clusters Score -1.205879e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -12058886.000000 Penalty: 5858.924805
	Iteration 159Q: 3 clusters Score -1.205889e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -12059033.000000 Penalty: 5858.924805
	Iteration 160F: 3 clusters Score -1.205903e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -12059169.000000 Penalty: 5858.924805
	Iteration 161Q: 3 clusters Score -1.205917e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -12059394.000000 Penalty: 5858.924805
	Iteration 162Q: 3 clusters Score -1.205939e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 108938 members 
Entering Unmasked Estep 
Score: -12059546.000000 Penalty: 5858.924805
	Iteration 163Q: 3 clusters Score -1.205955e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -12059794.000000 Penalty: 5858.924805
	Iteration 164Q: 3 clusters Score -1.205979e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -12059987.000000 Penalty: 5858.924805
	Iteration 165Q: 3 clusters Score -1.205999e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -12060217.000000 Penalty: 5858.924805
	Iteration 166Q: 3 clusters Score -1.206022e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -12060412.000000 Penalty: 5858.924805
	Iteration 167Q: 3 clusters Score -1.206041e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -12060641.000000 Penalty: 5858.924805
	Iteration 168Q: 3 clusters Score -1.206064e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -12060870.000000 Penalty: 5858.924805
	Iteration 169Q: 3 clusters Score -1.206087e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -12061173.000000 Penalty: 5858.924805
	Iteration 170Q: 3 clusters Score -1.206117e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -12061412.000000 Penalty: 5858.924805
	Iteration 171Q: 3 clusters Score -1.206141e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 118223 members 
Entering Unmasked Estep 
Score: -12061602.000000 Penalty: 5858.924805
	Iteration 172Q: 3 clusters Score -1.20616e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -12061934.000000 Penalty: 5858.924805
	Iteration 173Q: 3 clusters Score -1.206193e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -12062200.000000 Penalty: 5858.924805
	Iteration 174Q: 3 clusters Score -1.20622e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 121516 members 
Entering Unmasked Estep 
Score: -12062568.000000 Penalty: 5858.924805
	Iteration 175Q: 3 clusters Score -1.206257e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -12062831.000000 Penalty: 5858.924805
	Iteration 176Q: 3 clusters Score -1.206283e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 123633 members 
Entering Unmasked Estep 
Score: -12063194.000000 Penalty: 5858.924805
	Iteration 177Q: 3 clusters Score -1.206319e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -12063595.000000 Penalty: 5858.924805
	Iteration 178Q: 3 clusters Score -1.20636e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -12063988.000000 Penalty: 5858.924805
	Iteration 179Q: 3 clusters Score -1.206399e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -12064354.000000 Penalty: 5858.924805
	Iteration 180F: 3 clusters Score -1.206435e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -12064769.000000 Penalty: 5858.924805
	Iteration 181Q: 3 clusters Score -1.206477e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -12065097.000000 Penalty: 5858.924805
	Iteration 182Q: 3 clusters Score -1.20651e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -12065484.000000 Penalty: 5858.924805
	Iteration 183Q: 3 clusters Score -1.206548e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 130165 members 
Entering Unmasked Estep 
Score: -12065873.000000 Penalty: 5858.924805
	Iteration 184Q: 3 clusters Score -1.206587e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -12066088.000000 Penalty: 5858.924805
	Iteration 185Q: 3 clusters Score -1.206609e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 131280 members 
Entering Unmasked Estep 
Score: -12066294.000000 Penalty: 5858.924805
	Iteration 186Q: 3 clusters Score -1.206629e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
Score: -12066458.000000 Penalty: 5858.924805
	Iteration 187Q: 3 clusters Score -1.206646e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -12066611.000000 Penalty: 5858.924805
	Iteration 188Q: 3 clusters Score -1.206661e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 132330 members 
Entering Unmasked Estep 
Score: -12066720.000000 Penalty: 5858.924805
	Iteration 189Q: 3 clusters Score -1.206672e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 132557 members 
Entering Unmasked Estep 
Score: -12066816.000000 Penalty: 5858.924805
	Iteration 190Q: 3 clusters Score -1.206682e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 132760 members 
Entering Unmasked Estep 
Score: -12066904.000000 Penalty: 5858.924805
	Iteration 191Q: 3 clusters Score -1.20669e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 132921 members 
Entering Unmasked Estep 
Score: -12066954.000000 Penalty: 5858.924805
	Iteration 192Q: 3 clusters Score -1.206695e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -12067010.000000 Penalty: 5858.924805
	Iteration 193Q: 3 clusters Score -1.206701e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 133155 members 
Entering Unmasked Estep 
Score: -12067060.000000 Penalty: 5858.924805
	Iteration 194Q: 3 clusters Score -1.206706e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -12067115.000000 Penalty: 5858.924805
	Iteration 195Q: 3 clusters Score -1.206712e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -12067148.000000 Penalty: 5858.924805
	Iteration 196Q: 3 clusters Score -1.206715e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 133423 members 
Entering Unmasked Estep 
Score: -12067184.000000 Penalty: 5858.924805
	Iteration 197Q: 3 clusters Score -1.206718e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 133492 members 
Entering Unmasked Estep 
Score: -12067220.000000 Penalty: 5858.924805
	Iteration 198Q: 3 clusters Score -1.206722e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -12067231.000000 Penalty: 5858.924805
	Iteration 199Q: 3 clusters Score -1.206723e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -12067256.000000 Penalty: 5858.924805
	Iteration 200F: 3 clusters Score -1.206726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 133604 members 
Entering Unmasked Estep 
Score: -12067272.000000 Penalty: 5858.924805
	Iteration 201Q: 3 clusters Score -1.206727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 133618 members 
Entering Unmasked Estep 
Score: -12067269.000000 Penalty: 5858.924805
	Iteration 202Q: 3 clusters Score -1.206727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -12067284.000000 Penalty: 5858.924805
	Iteration 203Q: 3 clusters Score -1.206728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 133648 members 
Entering Unmasked Estep 
Score: -12067287.000000 Penalty: 5858.924805
	Iteration 204Q: 3 clusters Score -1.206729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -12067290.000000 Penalty: 5858.924805
	Iteration 205Q: 3 clusters Score -1.206729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -12067295.000000 Penalty: 5858.924805
	Iteration 206Q: 3 clusters Score -1.20673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 133687 members 
Entering Unmasked Estep 
Score: -12067302.000000 Penalty: 5858.924805
	Iteration 207Q: 3 clusters Score -1.20673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -12067301.000000 Penalty: 5858.924805
	Iteration 208Q: 3 clusters Score -1.20673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -12067311.000000 Penalty: 5858.924805
	Iteration 209Q: 3 clusters Score -1.206731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -12067293.000000 Penalty: 5858.924805
	Iteration 210Q: 3 clusters Score -1.206729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -12067295.000000 Penalty: 5858.924805
	Iteration 211Q: 3 clusters Score -1.20673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -12067306.000000 Penalty: 5858.924805
	Iteration 212Q: 3 clusters Score -1.206731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 133748 members 
Entering Unmasked Estep 
Score: -12067306.000000 Penalty: 5858.924805
	Iteration 213Q: 3 clusters Score -1.206731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 133752 members 
Entering Unmasked Estep 
Score: -12067317.000000 Penalty: 5858.924805
	Iteration 214Q: 3 clusters Score -1.206732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
Score: -12067310.000000 Penalty: 5858.924805
	Iteration 215Q: 3 clusters Score -1.206731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 133763 members 
Entering Unmasked Estep 
Score: -12067312.000000 Penalty: 5858.924805
	Iteration 216Q: 3 clusters Score -1.206731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 133764 members 
Entering Unmasked Estep 
Score: -12067313.000000 Penalty: 5858.924805
	Iteration 217Q: 3 clusters Score -1.206731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -12067318.000000 Penalty: 5858.924805
	Iteration 218Q: 3 clusters Score -1.206732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 133774 members 
Entering Unmasked Estep 
Score: -12067321.000000 Penalty: 5858.924805
	Iteration 219Q: 3 clusters Score -1.206732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -12067322.000000 Penalty: 5858.924805
	Iteration 220F: 3 clusters Score -1.206732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 133779 members 
Entering Unmasked Estep 
Score: -12067326.000000 Penalty: 5858.924805
	Iteration 221Q: 3 clusters Score -1.206733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 133781 members 
Entering Unmasked Estep 
Score: -12067319.000000 Penalty: 5858.924805
	Iteration 222Q: 3 clusters Score -1.206732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 133783 members 
Entering Unmasked Estep 
Score: -12067317.000000 Penalty: 5858.924805
	Iteration 223Q: 3 clusters Score -1.206732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 133785 members 
Entering Unmasked Estep 
Score: -12067314.000000 Penalty: 5858.924805
	Iteration 224Q: 3 clusters Score -1.206731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -12067325.000000 Penalty: 5858.924805
	Iteration 225Q: 3 clusters Score -1.206732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 133790 members 
Entering Unmasked Estep 
Score: -12067322.000000 Penalty: 5858.924805
	Iteration 226Q: 3 clusters Score -1.206732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -12067325.000000 Penalty: 5858.924805
	Iteration 227Q: 3 clusters Score -1.206732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -12067315.000000 Penalty: 5858.924805
	Iteration 228Q: 3 clusters Score -1.206732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -12067315.000000 Penalty: 5858.924805
	Iteration 229Q: 3 clusters Score -1.206732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -12067313.000000 Penalty: 5858.924805
	Iteration 230Q: 3 clusters Score -1.206731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 133809 members 
Entering Unmasked Estep 
Score: -12067322.000000 Penalty: 5858.924805
	Iteration 231Q: 3 clusters Score -1.206732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -12067323.000000 Penalty: 5858.924805
	Iteration 232Q: 3 clusters Score -1.206732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 133812 members 
Entering Unmasked Estep 
Score: -12067322.000000 Penalty: 5858.924805
	Iteration 233Q: 3 clusters Score -1.206732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 133812 members 
Entering Unmasked Estep 
Score: -12067322.000000 Penalty: 5858.924805
	Iteration 234F: 3 clusters Score -1.206732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -264865.156250 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -264865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -261466.515625 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -261466.5 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -262232.531250 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -262232.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -262414.625000 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -262414.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262527.312500 Penalty: 4019.633301
	Iteration 3Q: 3 clusters Score -262527.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262609.562500 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -262609.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -262657.687500 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -262657.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -262686.375000 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -262686.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -262706.687500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -262706.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -262726.875000 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -262726.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -262739.250000 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -262739.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -262751.156250 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -262751.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -262764.156250 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -262764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -262778.468750 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -262778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -262784.687500 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -262784.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -262788.625000 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -262788.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -262794.750000 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -262794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -262800.718750 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -262800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -262803.500000 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -262803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -262806.125000 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -262806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -262806.625000 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -262806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -262807.406250 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -262807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -262808.531250 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -262808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262809.375000 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -262809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -262810.562500 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -262810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -262811.375000 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -262811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -262812.125000 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -262812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262812.781250 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -262812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -262813.375000 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -262813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -262814.156250 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -262814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -262814.750000 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -262814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -262815.437500 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -262815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -262815.937500 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -262815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -262817.250000 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -262817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -262819.281250 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -262819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -262822.218750 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -262822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262823.906250 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -262823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -262825.812500 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -262825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262827.406250 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -262827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -262827.875000 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -262827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -262828.062500 Penalty: 4019.633301
	Iteration 39Q: 3 clusters Score -262828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262829.218750 Penalty: 4019.633301
	Iteration 40F: 3 clusters Score -262829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262829.500000 Penalty: 4019.633301
	Iteration 41Q: 3 clusters Score -262829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262829.500000 Penalty: 4019.633301
	Iteration 42F: 3 clusters Score -262829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Entering Unmasked Estep 
Score: -1710621.500000 Penalty: 2451.029297
	Iteration 0F: 2 clusters Score -1710622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1696825.250000 Penalty: 4902.058594
	Iteration 0F: 3 clusters Score -1696825 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1701436.250000 Penalty: 4902.058594
	Iteration 1F: 3 clusters Score -1701436 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1701891.375000 Penalty: 4902.058594
	Iteration 2F: 3 clusters Score -1701891 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1702352.000000 Penalty: 4902.058594
	Iteration 3Q: 3 clusters Score -1702352 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1702880.000000 Penalty: 4902.058594
	Iteration 4F: 3 clusters Score -1702880 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1703433.000000 Penalty: 4902.058594
	Iteration 5F: 3 clusters Score -1703433 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1704010.375000 Penalty: 4902.058594
	Iteration 6F: 3 clusters Score -1704010 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1704716.250000 Penalty: 4902.058594
	Iteration 7F: 3 clusters Score -1704716 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1705482.500000 Penalty: 4902.058594
	Iteration 8F: 3 clusters Score -1705482 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1706212.375000 Penalty: 4902.058594
	Iteration 9F: 3 clusters Score -1706212 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1706880.125000 Penalty: 4902.058594
	Iteration 10Q: 3 clusters Score -1706880 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1707389.250000 Penalty: 4902.058594
	Iteration 11Q: 3 clusters Score -1707389 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1707754.750000 Penalty: 4902.058594
	Iteration 12Q: 3 clusters Score -1707755 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1708028.000000 Penalty: 4902.058594
	Iteration 13Q: 3 clusters Score -1708028 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1708250.375000 Penalty: 4902.058594
	Iteration 14Q: 3 clusters Score -1708250 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1708429.500000 Penalty: 4902.058594
	Iteration 15Q: 3 clusters Score -1708430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1708546.750000 Penalty: 4902.058594
	Iteration 16Q: 3 clusters Score -1708547 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1708641.625000 Penalty: 4902.058594
	Iteration 17Q: 3 clusters Score -1708642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1708713.000000 Penalty: 4902.058594
	Iteration 18Q: 3 clusters Score -1708713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1708772.125000 Penalty: 4902.058594
	Iteration 19Q: 3 clusters Score -1708772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1708812.250000 Penalty: 4902.058594
	Iteration 20F: 3 clusters Score -1708812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1708849.625000 Penalty: 4902.058594
	Iteration 21Q: 3 clusters Score -1708850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1708871.625000 Penalty: 4902.058594
	Iteration 22Q: 3 clusters Score -1708872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1708888.125000 Penalty: 4902.058594
	Iteration 23Q: 3 clusters Score -1708888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1708897.000000 Penalty: 4902.058594
	Iteration 24Q: 3 clusters Score -1708897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1708904.875000 Penalty: 4902.058594
	Iteration 25Q: 3 clusters Score -1708905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1708908.500000 Penalty: 4902.058594
	Iteration 26Q: 3 clusters Score -1708908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1708914.000000 Penalty: 4902.058594
	Iteration 27Q: 3 clusters Score -1708914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1708922.625000 Penalty: 4902.058594
	Iteration 28Q: 3 clusters Score -1708923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1708927.500000 Penalty: 4902.058594
	Iteration 29Q: 3 clusters Score -1708928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1708936.000000 Penalty: 4902.058594
	Iteration 30Q: 3 clusters Score -1708936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1708944.000000 Penalty: 4902.058594
	Iteration 31Q: 3 clusters Score -1708944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1708948.875000 Penalty: 4902.058594
	Iteration 32Q: 3 clusters Score -1708949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1708956.125000 Penalty: 4902.058594
	Iteration 33Q: 3 clusters Score -1708956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1708960.000000 Penalty: 4902.058594
	Iteration 34Q: 3 clusters Score -1708960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1708962.250000 Penalty: 4902.058594
	Iteration 35Q: 3 clusters Score -1708962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1708971.250000 Penalty: 4902.058594
	Iteration 36Q: 3 clusters Score -1708971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1708982.625000 Penalty: 4902.058594
	Iteration 37Q: 3 clusters Score -1708983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1708990.125000 Penalty: 4902.058594
	Iteration 38Q: 3 clusters Score -1708990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1708999.500000 Penalty: 4902.058594
	Iteration 39Q: 3 clusters Score -1709000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1709004.375000 Penalty: 4902.058594
	Iteration 40F: 3 clusters Score -1709004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1709005.375000 Penalty: 4902.058594
	Iteration 41Q: 3 clusters Score -1709005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1709006.250000 Penalty: 4902.058594
	Iteration 42Q: 3 clusters Score -1709006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1709010.125000 Penalty: 4902.058594
	Iteration 43Q: 3 clusters Score -1709010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1709011.500000 Penalty: 4902.058594
	Iteration 44Q: 3 clusters Score -1709012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1709009.875000 Penalty: 4902.058594
	Iteration 45Q: 3 clusters Score -1709010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1709013.125000 Penalty: 4902.058594
	Iteration 46Q: 3 clusters Score -1709013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1709011.750000 Penalty: 4902.058594
	Iteration 47Q: 3 clusters Score -1709012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1709013.750000 Penalty: 4902.058594
	Iteration 48Q: 3 clusters Score -1709014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1709016.125000 Penalty: 4902.058594
	Iteration 49Q: 3 clusters Score -1709016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1709016.750000 Penalty: 4902.058594
	Iteration 50Q: 3 clusters Score -1709017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1709018.250000 Penalty: 4902.058594
	Iteration 51Q: 3 clusters Score -1709018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1709020.625000 Penalty: 4902.058594
	Iteration 52Q: 3 clusters Score -1709021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1709022.375000 Penalty: 4902.058594
	Iteration 53Q: 3 clusters Score -1709022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1709025.625000 Penalty: 4902.058594
	Iteration 54Q: 3 clusters Score -1709026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1709029.250000 Penalty: 4902.058594
	Iteration 55Q: 3 clusters Score -1709029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1709032.000000 Penalty: 4902.058594
	Iteration 56Q: 3 clusters Score -1709032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1709034.500000 Penalty: 4902.058594
	Iteration 57Q: 3 clusters Score -1709034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1709034.500000 Penalty: 4902.058594
	Iteration 58F: 3 clusters Score -1709034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Entering Unmasked Estep 
Score: -3695547.000000 Penalty: 2637.047363
	Iteration 0F: 2 clusters Score -3695547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3667389.750000 Penalty: 5274.094727
	Iteration 0F: 3 clusters Score -3667390 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3677872.750000 Penalty: 5274.094727
	Iteration 1F: 3 clusters Score -3677873 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3678504.000000 Penalty: 5274.094727
	Iteration 2Q: 3 clusters Score -3678504 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3679280.750000 Penalty: 5274.094727
	Iteration 3Q: 3 clusters Score -3679281 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3680334.500000 Penalty: 5274.094727
	Iteration 4F: 3 clusters Score -3680334 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3681942.750000 Penalty: 5274.094727
	Iteration 5F: 3 clusters Score -3681943 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3684258.000000 Penalty: 5274.094727
	Iteration 6F: 3 clusters Score -3684258 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3686937.250000 Penalty: 5274.094727
	Iteration 7F: 3 clusters Score -3686937 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3689411.500000 Penalty: 5274.094727
	Iteration 8F: 3 clusters Score -3689412 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3691131.250000 Penalty: 5274.094727
	Iteration 9Q: 3 clusters Score -3691131 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3692146.000000 Penalty: 5274.094727
	Iteration 10Q: 3 clusters Score -3692146 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3692682.250000 Penalty: 5274.094727
	Iteration 11Q: 3 clusters Score -3692682 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3692933.250000 Penalty: 5274.094727
	Iteration 12Q: 3 clusters Score -3692933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3693023.500000 Penalty: 5274.094727
	Iteration 13Q: 3 clusters Score -3693024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3693097.000000 Penalty: 5274.094727
	Iteration 14Q: 3 clusters Score -3693097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3693137.750000 Penalty: 5274.094727
	Iteration 15Q: 3 clusters Score -3693138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3693149.250000 Penalty: 5274.094727
	Iteration 16Q: 3 clusters Score -3693149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3693163.500000 Penalty: 5274.094727
	Iteration 17Q: 3 clusters Score -3693164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3693175.250000 Penalty: 5274.094727
	Iteration 18Q: 3 clusters Score -3693175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3693194.250000 Penalty: 5274.094727
	Iteration 19Q: 3 clusters Score -3693194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3693204.250000 Penalty: 5274.094727
	Iteration 20F: 3 clusters Score -3693204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3693221.000000 Penalty: 5274.094727
	Iteration 21Q: 3 clusters Score -3693221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3693221.750000 Penalty: 5274.094727
	Iteration 22Q: 3 clusters Score -3693222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3693222.750000 Penalty: 5274.094727
	Iteration 23Q: 3 clusters Score -3693223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3693228.500000 Penalty: 5274.094727
	Iteration 24Q: 3 clusters Score -3693228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3693227.500000 Penalty: 5274.094727
	Iteration 25Q: 3 clusters Score -3693228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3693226.750000 Penalty: 5274.094727
	Iteration 26Q: 3 clusters Score -3693227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3693226.750000 Penalty: 5274.094727
	Iteration 27F: 3 clusters Score -3693227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Entering Unmasked Estep 
Score: -1918634.875000 Penalty: 2481.789795
	Iteration 0F: 2 clusters Score -1918635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1903026.875000 Penalty: 4963.579590
	Iteration 0F: 3 clusters Score -1903027 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1908736.500000 Penalty: 4963.579590
	Iteration 1F: 3 clusters Score -1908736 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1909425.875000 Penalty: 4963.579590
	Iteration 2F: 3 clusters Score -1909426 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1910069.875000 Penalty: 4963.579590
	Iteration 3F: 3 clusters Score -1910070 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1910666.625000 Penalty: 4963.579590
	Iteration 4F: 3 clusters Score -1910667 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1911237.500000 Penalty: 4963.579590
	Iteration 5F: 3 clusters Score -1911238 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1911717.000000 Penalty: 4963.579590
	Iteration 6Q: 3 clusters Score -1911717 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1912129.500000 Penalty: 4963.579590
	Iteration 7Q: 3 clusters Score -1912130 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1912511.000000 Penalty: 4963.579590
	Iteration 8Q: 3 clusters Score -1912511 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1912915.250000 Penalty: 4963.579590
	Iteration 9Q: 3 clusters Score -1912915 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1913369.750000 Penalty: 4963.579590
	Iteration 10Q: 3 clusters Score -1913370 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1913838.625000 Penalty: 4963.579590
	Iteration 11Q: 3 clusters Score -1913839 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1914309.875000 Penalty: 4963.579590
	Iteration 12Q: 3 clusters Score -1914310 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1914791.125000 Penalty: 4963.579590
	Iteration 13Q: 3 clusters Score -1914791 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1915225.500000 Penalty: 4963.579590
	Iteration 14Q: 3 clusters Score -1915226 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1915582.250000 Penalty: 4963.579590
	Iteration 15Q: 3 clusters Score -1915582 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1915860.000000 Penalty: 4963.579590
	Iteration 16Q: 3 clusters Score -1915860 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1916056.375000 Penalty: 4963.579590
	Iteration 17Q: 3 clusters Score -1916056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1916223.750000 Penalty: 4963.579590
	Iteration 18Q: 3 clusters Score -1916224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1916315.875000 Penalty: 4963.579590
	Iteration 19Q: 3 clusters Score -1916316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1916378.500000 Penalty: 4963.579590
	Iteration 20F: 3 clusters Score -1916378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1916418.625000 Penalty: 4963.579590
	Iteration 21Q: 3 clusters Score -1916419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1916459.250000 Penalty: 4963.579590
	Iteration 22Q: 3 clusters Score -1916459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1916487.125000 Penalty: 4963.579590
	Iteration 23Q: 3 clusters Score -1916487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1916499.875000 Penalty: 4963.579590
	Iteration 24Q: 3 clusters Score -1916500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1916511.750000 Penalty: 4963.579590
	Iteration 25Q: 3 clusters Score -1916512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1916516.125000 Penalty: 4963.579590
	Iteration 26Q: 3 clusters Score -1916516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1916522.375000 Penalty: 4963.579590
	Iteration 27Q: 3 clusters Score -1916522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1916528.875000 Penalty: 4963.579590
	Iteration 28Q: 3 clusters Score -1916529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1916535.125000 Penalty: 4963.579590
	Iteration 29Q: 3 clusters Score -1916535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1916543.875000 Penalty: 4963.579590
	Iteration 30Q: 3 clusters Score -1916544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1916544.875000 Penalty: 4963.579590
	Iteration 31Q: 3 clusters Score -1916545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1916546.125000 Penalty: 4963.579590
	Iteration 32Q: 3 clusters Score -1916546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1916548.125000 Penalty: 4963.579590
	Iteration 33Q: 3 clusters Score -1916548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1916548.125000 Penalty: 4963.579590
	Iteration 34F: 3 clusters Score -1916548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -283879.000000 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -283879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -280295.437500 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -280295.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -281293.500000 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -281293.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -281670.531250 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -281670.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -281892.031250 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -281892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -282064.406250 Penalty: 4044.632080
	Iteration 4F: 3 clusters Score -282064.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -282205.593750 Penalty: 4044.632080
	Iteration 5Q: 3 clusters Score -282205.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -282348.718750 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -282348.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -282494.406250 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -282494.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -282638.218750 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -282638.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -282784.250000 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -282784.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -282906.406250 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -282906.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -283007.812500 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -283007.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283081.562500 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -283081.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -283151.281250 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -283151.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -283212.437500 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -283212.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283278.218750 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -283278.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283352.187500 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -283352.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283417.687500 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -283417.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -283464.062500 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -283464.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283491.250000 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -283491.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283503.312500 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -283503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283507.687500 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -283507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -283511.062500 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -283511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283511.656250 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -283511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283512.343750 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -283512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283513.562500 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -283513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283514.250000 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -283514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283515.437500 Penalty: 4044.632080
	Iteration 27Q: 3 clusters Score -283515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283516.125000 Penalty: 4044.632080
	Iteration 28Q: 3 clusters Score -283516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283516.125000 Penalty: 4044.632080
	Iteration 29F: 3 clusters Score -283516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Entering Unmasked Estep 
Score: -521035.531250 Penalty: 2167.047363
	Iteration 0F: 2 clusters Score -521035.5 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 3165 members 
Entering Unmasked Estep 
Score: -515718.312500 Penalty: 4334.094727
	Iteration 0F: 3 clusters Score -515718.3 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -517087.906250 Penalty: 4334.094727
	Iteration 1F: 3 clusters Score -517087.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -517317.343750 Penalty: 4334.094727
	Iteration 2F: 3 clusters Score -517317.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -517447.062500 Penalty: 4334.094727
	Iteration 3Q: 3 clusters Score -517447.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -517537.187500 Penalty: 4334.094727
	Iteration 4Q: 3 clusters Score -517537.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -517615.625000 Penalty: 4334.094727
	Iteration 5Q: 3 clusters Score -517615.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -517682.250000 Penalty: 4334.094727
	Iteration 6Q: 3 clusters Score -517682.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -517748.500000 Penalty: 4334.094727
	Iteration 7Q: 3 clusters Score -517748.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -517816.437500 Penalty: 4334.094727
	Iteration 8Q: 3 clusters Score -517816.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -517892.843750 Penalty: 4334.094727
	Iteration 9Q: 3 clusters Score -517892.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -517961.750000 Penalty: 4334.094727
	Iteration 10Q: 3 clusters Score -517961.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -518035.718750 Penalty: 4334.094727
	Iteration 11Q: 3 clusters Score -518035.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -518120.062500 Penalty: 4334.094727
	Iteration 12Q: 3 clusters Score -518120.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -518241.687500 Penalty: 4334.094727
	Iteration 13Q: 3 clusters Score -518241.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -518361.125000 Penalty: 4334.094727
	Iteration 14Q: 3 clusters Score -518361.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -518480.906250 Penalty: 4334.094727
	Iteration 15Q: 3 clusters Score -518480.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -518588.593750 Penalty: 4334.094727
	Iteration 16Q: 3 clusters Score -518588.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -518693.906250 Penalty: 4334.094727
	Iteration 17Q: 3 clusters Score -518693.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -518794.125000 Penalty: 4334.094727
	Iteration 18Q: 3 clusters Score -518794.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -518892.062500 Penalty: 4334.094727
	Iteration 19Q: 3 clusters Score -518892.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -518967.500000 Penalty: 4334.094727
	Iteration 20F: 3 clusters Score -518967.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -519022.187500 Penalty: 4334.094727
	Iteration 21Q: 3 clusters Score -519022.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -519073.906250 Penalty: 4334.094727
	Iteration 22Q: 3 clusters Score -519073.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -519113.281250 Penalty: 4334.094727
	Iteration 23Q: 3 clusters Score -519113.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -519160.937500 Penalty: 4334.094727
	Iteration 24Q: 3 clusters Score -519160.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -519189.843750 Penalty: 4334.094727
	Iteration 25Q: 3 clusters Score -519189.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -519224.625000 Penalty: 4334.094727
	Iteration 26Q: 3 clusters Score -519224.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -519242.531250 Penalty: 4334.094727
	Iteration 27Q: 3 clusters Score -519242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -519253.437500 Penalty: 4334.094727
	Iteration 28Q: 3 clusters Score -519253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -519262.718750 Penalty: 4334.094727
	Iteration 29Q: 3 clusters Score -519262.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -519273.125000 Penalty: 4334.094727
	Iteration 30Q: 3 clusters Score -519273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -519279.687500 Penalty: 4334.094727
	Iteration 31Q: 3 clusters Score -519279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -519283.562500 Penalty: 4334.094727
	Iteration 32Q: 3 clusters Score -519283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -519292.187500 Penalty: 4334.094727
	Iteration 33Q: 3 clusters Score -519292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -519298.062500 Penalty: 4334.094727
	Iteration 34Q: 3 clusters Score -519298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -519303.687500 Penalty: 4334.094727
	Iteration 35Q: 3 clusters Score -519303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -519315.000000 Penalty: 4334.094727
	Iteration 36Q: 3 clusters Score -519315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -519323.875000 Penalty: 4334.094727
	Iteration 37Q: 3 clusters Score -519323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -519332.625000 Penalty: 4334.094727
	Iteration 38Q: 3 clusters Score -519332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -519341.562500 Penalty: 4334.094727
	Iteration 39Q: 3 clusters Score -519341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -519345.593750 Penalty: 4334.094727
	Iteration 40F: 3 clusters Score -519345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -519349.312500 Penalty: 4334.094727
	Iteration 41Q: 3 clusters Score -519349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -519353.375000 Penalty: 4334.094727
	Iteration 42Q: 3 clusters Score -519353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -519354.750000 Penalty: 4334.094727
	Iteration 43Q: 3 clusters Score -519354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -519356.468750 Penalty: 4334.094727
	Iteration 44Q: 3 clusters Score -519356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -519356.937500 Penalty: 4334.094727
	Iteration 45Q: 3 clusters Score -519356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -519356.843750 Penalty: 4334.094727
	Iteration 46Q: 3 clusters Score -519356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -519356.843750 Penalty: 4334.094727
	Iteration 47F: 3 clusters Score -519356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Entering Unmasked Estep 
Score: -2182448.750000 Penalty: 2515.896973
	Iteration 0F: 2 clusters Score -2182449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2164763.500000 Penalty: 5031.793945
	Iteration 0F: 3 clusters Score -2164764 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2170831.750000 Penalty: 5031.793945
	Iteration 1F: 3 clusters Score -2170832 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2171355.500000 Penalty: 5031.793945
	Iteration 2F: 3 clusters Score -2171356 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2171839.500000 Penalty: 5031.793945
	Iteration 3Q: 3 clusters Score -2171840 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2172344.750000 Penalty: 5031.793945
	Iteration 4Q: 3 clusters Score -2172345 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2172884.250000 Penalty: 5031.793945
	Iteration 5Q: 3 clusters Score -2172884 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2173479.000000 Penalty: 5031.793945
	Iteration 6Q: 3 clusters Score -2173479 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2174076.500000 Penalty: 5031.793945
	Iteration 7Q: 3 clusters Score -2174076 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2174731.250000 Penalty: 5031.793945
	Iteration 8Q: 3 clusters Score -2174731 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2175362.500000 Penalty: 5031.793945
	Iteration 9Q: 3 clusters Score -2175362 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2175886.750000 Penalty: 5031.793945
	Iteration 10Q: 3 clusters Score -2175887 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2176376.250000 Penalty: 5031.793945
	Iteration 11Q: 3 clusters Score -2176376 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2176797.750000 Penalty: 5031.793945
	Iteration 12Q: 3 clusters Score -2176798 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2177092.750000 Penalty: 5031.793945
	Iteration 13Q: 3 clusters Score -2177093 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2177325.500000 Penalty: 5031.793945
	Iteration 14Q: 3 clusters Score -2177326 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2177575.500000 Penalty: 5031.793945
	Iteration 15Q: 3 clusters Score -2177576 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2177834.750000 Penalty: 5031.793945
	Iteration 16Q: 3 clusters Score -2177835 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2178109.000000 Penalty: 5031.793945
	Iteration 17Q: 3 clusters Score -2178109 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2178323.750000 Penalty: 5031.793945
	Iteration 18Q: 3 clusters Score -2178324 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2178564.750000 Penalty: 5031.793945
	Iteration 19Q: 3 clusters Score -2178565 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2178793.000000 Penalty: 5031.793945
	Iteration 20F: 3 clusters Score -2178793 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2179014.500000 Penalty: 5031.793945
	Iteration 21Q: 3 clusters Score -2179014 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2179229.250000 Penalty: 5031.793945
	Iteration 22Q: 3 clusters Score -2179229 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2179421.750000 Penalty: 5031.793945
	Iteration 23Q: 3 clusters Score -2179422 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2179605.750000 Penalty: 5031.793945
	Iteration 24Q: 3 clusters Score -2179606 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2179739.750000 Penalty: 5031.793945
	Iteration 25Q: 3 clusters Score -2179740 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2179859.250000 Penalty: 5031.793945
	Iteration 26Q: 3 clusters Score -2179859 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2179948.000000 Penalty: 5031.793945
	Iteration 27Q: 3 clusters Score -2179948 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2180032.000000 Penalty: 5031.793945
	Iteration 28Q: 3 clusters Score -2180032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2180096.500000 Penalty: 5031.793945
	Iteration 29Q: 3 clusters Score -2180096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2180147.500000 Penalty: 5031.793945
	Iteration 30Q: 3 clusters Score -2180148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2180205.750000 Penalty: 5031.793945
	Iteration 31Q: 3 clusters Score -2180206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2180258.250000 Penalty: 5031.793945
	Iteration 32Q: 3 clusters Score -2180258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2180308.750000 Penalty: 5031.793945
	Iteration 33Q: 3 clusters Score -2180309 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2180340.000000 Penalty: 5031.793945
	Iteration 34Q: 3 clusters Score -2180340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2180385.250000 Penalty: 5031.793945
	Iteration 35Q: 3 clusters Score -2180385 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2180412.750000 Penalty: 5031.793945
	Iteration 36Q: 3 clusters Score -2180413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2180438.500000 Penalty: 5031.793945
	Iteration 37Q: 3 clusters Score -2180438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2180449.000000 Penalty: 5031.793945
	Iteration 38Q: 3 clusters Score -2180449 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2180476.000000 Penalty: 5031.793945
	Iteration 39Q: 3 clusters Score -2180476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2180487.000000 Penalty: 5031.793945
	Iteration 40F: 3 clusters Score -2180487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2180496.250000 Penalty: 5031.793945
	Iteration 41Q: 3 clusters Score -2180496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2180516.500000 Penalty: 5031.793945
	Iteration 42Q: 3 clusters Score -2180516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2180524.000000 Penalty: 5031.793945
	Iteration 43Q: 3 clusters Score -2180524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2180530.500000 Penalty: 5031.793945
	Iteration 44Q: 3 clusters Score -2180530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2180547.000000 Penalty: 5031.793945
	Iteration 45Q: 3 clusters Score -2180547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2180549.750000 Penalty: 5031.793945
	Iteration 46Q: 3 clusters Score -2180550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2180548.500000 Penalty: 5031.793945
	Iteration 47Q: 3 clusters Score -2180548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2180556.250000 Penalty: 5031.793945
	Iteration 48Q: 3 clusters Score -2180556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2180558.250000 Penalty: 5031.793945
	Iteration 49Q: 3 clusters Score -2180558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2180560.000000 Penalty: 5031.793945
	Iteration 50Q: 3 clusters Score -2180560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2180560.750000 Penalty: 5031.793945
	Iteration 51Q: 3 clusters Score -2180561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2180560.500000 Penalty: 5031.793945
	Iteration 52Q: 3 clusters Score -2180560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2180567.500000 Penalty: 5031.793945
	Iteration 53Q: 3 clusters Score -2180568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2180569.250000 Penalty: 5031.793945
	Iteration 54Q: 3 clusters Score -2180569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2180572.250000 Penalty: 5031.793945
	Iteration 55Q: 3 clusters Score -2180572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2180576.750000 Penalty: 5031.793945
	Iteration 56Q: 3 clusters Score -2180577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2180583.500000 Penalty: 5031.793945
	Iteration 57Q: 3 clusters Score -2180584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2180584.750000 Penalty: 5031.793945
	Iteration 58Q: 3 clusters Score -2180585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2180588.750000 Penalty: 5031.793945
	Iteration 59Q: 3 clusters Score -2180589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2180593.500000 Penalty: 5031.793945
	Iteration 60F: 3 clusters Score -2180594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2180593.250000 Penalty: 5031.793945
	Iteration 61Q: 3 clusters Score -2180593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2180599.750000 Penalty: 5031.793945
	Iteration 62Q: 3 clusters Score -2180600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2180596.750000 Penalty: 5031.793945
	Iteration 63Q: 3 clusters Score -2180597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2180602.000000 Penalty: 5031.793945
	Iteration 64Q: 3 clusters Score -2180602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2180604.500000 Penalty: 5031.793945
	Iteration 65Q: 3 clusters Score -2180604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2180605.500000 Penalty: 5031.793945
	Iteration 66Q: 3 clusters Score -2180606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2180611.250000 Penalty: 5031.793945
	Iteration 67Q: 3 clusters Score -2180611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2180614.250000 Penalty: 5031.793945
	Iteration 68Q: 3 clusters Score -2180614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2180615.250000 Penalty: 5031.793945
	Iteration 69Q: 3 clusters Score -2180615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2180621.750000 Penalty: 5031.793945
	Iteration 70Q: 3 clusters Score -2180622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2180620.500000 Penalty: 5031.793945
	Iteration 71Q: 3 clusters Score -2180620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2180619.500000 Penalty: 5031.793945
	Iteration 72Q: 3 clusters Score -2180620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2180622.250000 Penalty: 5031.793945
	Iteration 73Q: 3 clusters Score -2180622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2180623.500000 Penalty: 5031.793945
	Iteration 74Q: 3 clusters Score -2180624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2180623.500000 Penalty: 5031.793945
	Iteration 75F: 3 clusters Score -2180624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Entering Unmasked Estep 
Score: -6028527.000000 Penalty: 2756.072021
	Iteration 0F: 2 clusters Score -6028527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5983598.500000 Penalty: 5512.144043
	Iteration 0F: 3 clusters Score -5983598 nChanged 31374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -6001333.500000 Penalty: 5512.144043
	Iteration 1F: 3 clusters Score -6001334 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -6002987.500000 Penalty: 5512.144043
	Iteration 2F: 3 clusters Score -6002988 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -6005690.000000 Penalty: 5512.144043
	Iteration 3F: 3 clusters Score -6005690 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6009823.000000 Penalty: 5512.144043
	Iteration 4F: 3 clusters Score -6009823 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6014833.000000 Penalty: 5512.144043
	Iteration 5F: 3 clusters Score -6014833 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -6019634.000000 Penalty: 5512.144043
	Iteration 6F: 3 clusters Score -6019634 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -6022961.000000 Penalty: 5512.144043
	Iteration 7F: 3 clusters Score -6022961 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -6024789.000000 Penalty: 5512.144043
	Iteration 8Q: 3 clusters Score -6024789 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -6025613.000000 Penalty: 5512.144043
	Iteration 9Q: 3 clusters Score -6025613 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -6026083.500000 Penalty: 5512.144043
	Iteration 10Q: 3 clusters Score -6026084 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -6026370.000000 Penalty: 5512.144043
	Iteration 11Q: 3 clusters Score -6026370 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -6026576.000000 Penalty: 5512.144043
	Iteration 12Q: 3 clusters Score -6026576 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -6026754.500000 Penalty: 5512.144043
	Iteration 13Q: 3 clusters Score -6026754 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -6026890.500000 Penalty: 5512.144043
	Iteration 14Q: 3 clusters Score -6026890 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -6027018.000000 Penalty: 5512.144043
	Iteration 15Q: 3 clusters Score -6027018 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -6027125.500000 Penalty: 5512.144043
	Iteration 16Q: 3 clusters Score -6027126 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -6027224.500000 Penalty: 5512.144043
	Iteration 17Q: 3 clusters Score -6027224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -6027283.500000 Penalty: 5512.144043
	Iteration 18Q: 3 clusters Score -6027284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -6027334.000000 Penalty: 5512.144043
	Iteration 19Q: 3 clusters Score -6027334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -6027356.500000 Penalty: 5512.144043
	Iteration 20F: 3 clusters Score -6027356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -6027387.500000 Penalty: 5512.144043
	Iteration 21Q: 3 clusters Score -6027388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -6027405.500000 Penalty: 5512.144043
	Iteration 22Q: 3 clusters Score -6027406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -6027402.000000 Penalty: 5512.144043
	Iteration 23Q: 3 clusters Score -6027402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -6027412.500000 Penalty: 5512.144043
	Iteration 24Q: 3 clusters Score -6027412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -6027422.000000 Penalty: 5512.144043
	Iteration 25Q: 3 clusters Score -6027422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -6027427.500000 Penalty: 5512.144043
	Iteration 26Q: 3 clusters Score -6027428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -6027432.500000 Penalty: 5512.144043
	Iteration 27Q: 3 clusters Score -6027432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -6027437.000000 Penalty: 5512.144043
	Iteration 28Q: 3 clusters Score -6027437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -6027444.500000 Penalty: 5512.144043
	Iteration 29Q: 3 clusters Score -6027444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -6027424.000000 Penalty: 5512.144043
	Iteration 30Q: 3 clusters Score -6027424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -6027436.000000 Penalty: 5512.144043
	Iteration 31Q: 3 clusters Score -6027436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -6027450.500000 Penalty: 5512.144043
	Iteration 32Q: 3 clusters Score -6027450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -6027453.500000 Penalty: 5512.144043
	Iteration 33Q: 3 clusters Score -6027454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -6027457.000000 Penalty: 5512.144043
	Iteration 34Q: 3 clusters Score -6027457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -6027455.500000 Penalty: 5512.144043
	Iteration 35Q: 3 clusters Score -6027456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -6027457.000000 Penalty: 5512.144043
	Iteration 36Q: 3 clusters Score -6027457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -6027452.500000 Penalty: 5512.144043
	Iteration 37Q: 3 clusters Score -6027452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -6027453.000000 Penalty: 5512.144043
	Iteration 38Q: 3 clusters Score -6027453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -6027448.500000 Penalty: 5512.144043
	Iteration 39Q: 3 clusters Score -6027448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -6027450.000000 Penalty: 5512.144043
	Iteration 40F: 3 clusters Score -6027450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Entering Unmasked Estep 
Score: -2218227.500000 Penalty: 2507.071533
	Iteration 0F: 2 clusters Score -2218228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2201193.000000 Penalty: 5014.143066
	Iteration 0F: 3 clusters Score -2201193 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2206984.500000 Penalty: 5014.143066
	Iteration 1F: 3 clusters Score -2206984 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2207530.500000 Penalty: 5014.143066
	Iteration 2F: 3 clusters Score -2207530 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2208101.750000 Penalty: 5014.143066
	Iteration 3Q: 3 clusters Score -2208102 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2208616.250000 Penalty: 5014.143066
	Iteration 4Q: 3 clusters Score -2208616 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2209044.000000 Penalty: 5014.143066
	Iteration 5Q: 3 clusters Score -2209044 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2209384.750000 Penalty: 5014.143066
	Iteration 6Q: 3 clusters Score -2209385 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2209739.000000 Penalty: 5014.143066
	Iteration 7Q: 3 clusters Score -2209739 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2210127.750000 Penalty: 5014.143066
	Iteration 8Q: 3 clusters Score -2210128 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2210549.000000 Penalty: 5014.143066
	Iteration 9Q: 3 clusters Score -2210549 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2211015.500000 Penalty: 5014.143066
	Iteration 10Q: 3 clusters Score -2211016 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2211550.500000 Penalty: 5014.143066
	Iteration 11Q: 3 clusters Score -2211550 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2212135.500000 Penalty: 5014.143066
	Iteration 12Q: 3 clusters Score -2212136 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2212730.500000 Penalty: 5014.143066
	Iteration 13Q: 3 clusters Score -2212730 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2213303.000000 Penalty: 5014.143066
	Iteration 14Q: 3 clusters Score -2213303 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2213745.250000 Penalty: 5014.143066
	Iteration 15Q: 3 clusters Score -2213745 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2214173.750000 Penalty: 5014.143066
	Iteration 16Q: 3 clusters Score -2214174 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2214503.750000 Penalty: 5014.143066
	Iteration 17Q: 3 clusters Score -2214504 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2214791.500000 Penalty: 5014.143066
	Iteration 18Q: 3 clusters Score -2214792 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2215045.000000 Penalty: 5014.143066
	Iteration 19Q: 3 clusters Score -2215045 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2215245.750000 Penalty: 5014.143066
	Iteration 20F: 3 clusters Score -2215246 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2215414.750000 Penalty: 5014.143066
	Iteration 21Q: 3 clusters Score -2215415 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2215545.000000 Penalty: 5014.143066
	Iteration 22Q: 3 clusters Score -2215545 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2215638.750000 Penalty: 5014.143066
	Iteration 23Q: 3 clusters Score -2215639 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2215722.000000 Penalty: 5014.143066
	Iteration 24Q: 3 clusters Score -2215722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2215792.750000 Penalty: 5014.143066
	Iteration 25Q: 3 clusters Score -2215793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2215833.000000 Penalty: 5014.143066
	Iteration 26Q: 3 clusters Score -2215833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2215864.500000 Penalty: 5014.143066
	Iteration 27Q: 3 clusters Score -2215864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2215892.500000 Penalty: 5014.143066
	Iteration 28Q: 3 clusters Score -2215892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2215914.000000 Penalty: 5014.143066
	Iteration 29Q: 3 clusters Score -2215914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2215938.000000 Penalty: 5014.143066
	Iteration 30Q: 3 clusters Score -2215938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2215961.250000 Penalty: 5014.143066
	Iteration 31Q: 3 clusters Score -2215961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2215978.000000 Penalty: 5014.143066
	Iteration 32Q: 3 clusters Score -2215978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2215996.750000 Penalty: 5014.143066
	Iteration 33Q: 3 clusters Score -2215997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2216000.250000 Penalty: 5014.143066
	Iteration 34Q: 3 clusters Score -2216000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2216008.250000 Penalty: 5014.143066
	Iteration 35Q: 3 clusters Score -2216008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2216018.500000 Penalty: 5014.143066
	Iteration 36Q: 3 clusters Score -2216018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2216029.000000 Penalty: 5014.143066
	Iteration 37Q: 3 clusters Score -2216029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2216033.500000 Penalty: 5014.143066
	Iteration 38Q: 3 clusters Score -2216034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2216042.250000 Penalty: 5014.143066
	Iteration 39Q: 3 clusters Score -2216042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2216041.250000 Penalty: 5014.143066
	Iteration 40F: 3 clusters Score -2216041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2216051.250000 Penalty: 5014.143066
	Iteration 41Q: 3 clusters Score -2216051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2216047.750000 Penalty: 5014.143066
	Iteration 42Q: 3 clusters Score -2216048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2216047.750000 Penalty: 5014.143066
	Iteration 43F: 3 clusters Score -2216048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Entering Unmasked Estep 
Score: -1535056.625000 Penalty: 2424.108398
	Iteration 0F: 2 clusters Score -1535057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1522533.375000 Penalty: 4848.216797
	Iteration 0F: 3 clusters Score -1522533 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1526476.250000 Penalty: 4848.216797
	Iteration 1F: 3 clusters Score -1526476 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1526839.875000 Penalty: 4848.216797
	Iteration 2F: 3 clusters Score -1526840 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1527150.375000 Penalty: 4848.216797
	Iteration 3Q: 3 clusters Score -1527150 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1527426.500000 Penalty: 4848.216797
	Iteration 4Q: 3 clusters Score -1527426 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1527717.625000 Penalty: 4848.216797
	Iteration 5Q: 3 clusters Score -1527718 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1528043.250000 Penalty: 4848.216797
	Iteration 6Q: 3 clusters Score -1528043 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1528407.500000 Penalty: 4848.216797
	Iteration 7Q: 3 clusters Score -1528408 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1528817.625000 Penalty: 4848.216797
	Iteration 8Q: 3 clusters Score -1528818 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1529254.250000 Penalty: 4848.216797
	Iteration 9Q: 3 clusters Score -1529254 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1529675.250000 Penalty: 4848.216797
	Iteration 10Q: 3 clusters Score -1529675 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1530050.875000 Penalty: 4848.216797
	Iteration 11Q: 3 clusters Score -1530051 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1530391.875000 Penalty: 4848.216797
	Iteration 12Q: 3 clusters Score -1530392 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1530654.500000 Penalty: 4848.216797
	Iteration 13Q: 3 clusters Score -1530654 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1530844.125000 Penalty: 4848.216797
	Iteration 14Q: 3 clusters Score -1530844 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1530995.875000 Penalty: 4848.216797
	Iteration 15Q: 3 clusters Score -1530996 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1531122.500000 Penalty: 4848.216797
	Iteration 16Q: 3 clusters Score -1531122 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1531230.750000 Penalty: 4848.216797
	Iteration 17Q: 3 clusters Score -1531231 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1531338.875000 Penalty: 4848.216797
	Iteration 18Q: 3 clusters Score -1531339 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1531445.250000 Penalty: 4848.216797
	Iteration 19Q: 3 clusters Score -1531445 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1531539.750000 Penalty: 4848.216797
	Iteration 20F: 3 clusters Score -1531540 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1531667.000000 Penalty: 4848.216797
	Iteration 21Q: 3 clusters Score -1531667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1531791.875000 Penalty: 4848.216797
	Iteration 22Q: 3 clusters Score -1531792 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1531939.875000 Penalty: 4848.216797
	Iteration 23Q: 3 clusters Score -1531940 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1532117.875000 Penalty: 4848.216797
	Iteration 24Q: 3 clusters Score -1532118 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1532335.375000 Penalty: 4848.216797
	Iteration 25Q: 3 clusters Score -1532335 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1532540.625000 Penalty: 4848.216797
	Iteration 26Q: 3 clusters Score -1532541 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1532718.250000 Penalty: 4848.216797
	Iteration 27Q: 3 clusters Score -1532718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1532865.000000 Penalty: 4848.216797
	Iteration 28Q: 3 clusters Score -1532865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1532971.250000 Penalty: 4848.216797
	Iteration 29Q: 3 clusters Score -1532971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1533045.750000 Penalty: 4848.216797
	Iteration 30Q: 3 clusters Score -1533046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1533101.625000 Penalty: 4848.216797
	Iteration 31Q: 3 clusters Score -1533102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1533134.000000 Penalty: 4848.216797
	Iteration 32Q: 3 clusters Score -1533134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1533152.875000 Penalty: 4848.216797
	Iteration 33Q: 3 clusters Score -1533153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1533168.500000 Penalty: 4848.216797
	Iteration 34Q: 3 clusters Score -1533168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1533180.875000 Penalty: 4848.216797
	Iteration 35Q: 3 clusters Score -1533181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1533191.125000 Penalty: 4848.216797
	Iteration 36Q: 3 clusters Score -1533191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1533202.875000 Penalty: 4848.216797
	Iteration 37Q: 3 clusters Score -1533203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1533215.000000 Penalty: 4848.216797
	Iteration 38Q: 3 clusters Score -1533215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1533221.625000 Penalty: 4848.216797
	Iteration 39Q: 3 clusters Score -1533222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1533221.375000 Penalty: 4848.216797
	Iteration 40F: 3 clusters Score -1533221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1533228.000000 Penalty: 4848.216797
	Iteration 41Q: 3 clusters Score -1533228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1533233.250000 Penalty: 4848.216797
	Iteration 42Q: 3 clusters Score -1533233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1533241.625000 Penalty: 4848.216797
	Iteration 43Q: 3 clusters Score -1533242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1533244.500000 Penalty: 4848.216797
	Iteration 44Q: 3 clusters Score -1533244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1533244.875000 Penalty: 4848.216797
	Iteration 45Q: 3 clusters Score -1533245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1533245.625000 Penalty: 4848.216797
	Iteration 46Q: 3 clusters Score -1533246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1533245.625000 Penalty: 4848.216797
	Iteration 47F: 3 clusters Score -1533246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -106074.843750 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -106074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103946.320312 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -103946.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104222.210938 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -104222.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104317.218750 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -104317.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104370.117188 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -104370.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -104404.906250 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -104404.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104425.718750 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -104425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104440.953125 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -104441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104445.484375 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -104445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104447.843750 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -104447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104452.507812 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -104452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104454.601562 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -104454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104455.210938 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -104455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104458.148438 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -104458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104459.828125 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -104459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104461.484375 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -104461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104461.875000 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -104461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104463.914062 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -104463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104466.984375 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -104467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104469.429688 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -104469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104470.367188 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -104470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104471.445312 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -104471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104472.367188 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -104472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104474.937500 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -104474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104480.140625 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -104480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104482.460938 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -104482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104483.281250 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -104483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104483.929688 Penalty: 3541.271484
	Iteration 26Q: 3 clusters Score -104483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104483.929688 Penalty: 3541.271484
	Iteration 27F: 3 clusters Score -104483.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -381986.218750 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -381986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -377731.468750 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -377731.5 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -378824.781250 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -378824.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -379121.218750 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -379121.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -379415.218750 Penalty: 4183.062500
	Iteration 3F: 3 clusters Score -379415.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -379778.250000 Penalty: 4183.062500
	Iteration 4F: 3 clusters Score -379778.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -380212.468750 Penalty: 4183.062500
	Iteration 5F: 3 clusters Score -380212.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -380588.843750 Penalty: 4183.062500
	Iteration 6F: 3 clusters Score -380588.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -380858.531250 Penalty: 4183.062500
	Iteration 7Q: 3 clusters Score -380858.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -381062.625000 Penalty: 4183.062500
	Iteration 8Q: 3 clusters Score -381062.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -381197.312500 Penalty: 4183.062500
	Iteration 9Q: 3 clusters Score -381197.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -381327.906250 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -381327.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -381414.187500 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -381414.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -381453.687500 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -381453.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -381470.687500 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -381470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -381480.468750 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -381480.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381486.468750 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -381486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -381489.437500 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -381489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -381496.062500 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -381496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -381499.812500 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -381499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -381503.562500 Penalty: 4183.062500
	Iteration 19Q: 3 clusters Score -381503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -381507.843750 Penalty: 4183.062500
	Iteration 20F: 3 clusters Score -381507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -381511.125000 Penalty: 4183.062500
	Iteration 21Q: 3 clusters Score -381511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -381511.968750 Penalty: 4183.062500
	Iteration 22Q: 3 clusters Score -381512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -381513.312500 Penalty: 4183.062500
	Iteration 23Q: 3 clusters Score -381513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -381513.312500 Penalty: 4183.062500
	Iteration 24F: 3 clusters Score -381513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -278919.312500 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -278919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -275425.718750 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -275425.7 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -276170.406250 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -276170.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -276392.468750 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -276392.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -276549.187500 Penalty: 4023.516357
	Iteration 3F: 3 clusters Score -276549.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -276665.156250 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -276665.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276747.625000 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -276747.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -276814.968750 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -276815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -276871.156250 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -276871.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -276914.656250 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -276914.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -276949.031250 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -276949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -276982.531250 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -276982.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -277015.218750 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -277015.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -277052.156250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -277052.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -277081.687500 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -277081.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -277107.656250 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -277107.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -277129.343750 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -277129.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -277150.750000 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -277150.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -277171.437500 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -277171.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -277191.343750 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -277191.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -277206.781250 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -277206.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -277222.937500 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -277222.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277236.000000 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -277236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -277244.437500 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -277244.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -277258.250000 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -277258.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -277270.968750 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -277271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -277281.593750 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -277281.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -277297.437500 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -277297.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -277311.687500 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -277311.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -277320.500000 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -277320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -277326.812500 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -277326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -277331.343750 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -277331.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -277337.031250 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -277337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -277341.437500 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -277341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -277349.218750 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -277349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -277359.593750 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -277359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -277373.000000 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -277373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -277378.312500 Penalty: 4023.516357
	Iteration 36Q: 3 clusters Score -277378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -277380.375000 Penalty: 4023.516357
	Iteration 37Q: 3 clusters Score -277380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -277381.406250 Penalty: 4023.516357
	Iteration 38Q: 3 clusters Score -277381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -277383.968750 Penalty: 4023.516357
	Iteration 39Q: 3 clusters Score -277384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -277388.031250 Penalty: 4023.516357
	Iteration 40F: 3 clusters Score -277388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -277391.812500 Penalty: 4023.516357
	Iteration 41Q: 3 clusters Score -277391.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -277393.656250 Penalty: 4023.516357
	Iteration 42Q: 3 clusters Score -277393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -277394.281250 Penalty: 4023.516357
	Iteration 43Q: 3 clusters Score -277394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277395.218750 Penalty: 4023.516357
	Iteration 44Q: 3 clusters Score -277395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277395.218750 Penalty: 4023.516357
	Iteration 45F: 3 clusters Score -277395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -276387.812500 Penalty: 2050.008789
	Iteration 0F: 2 clusters Score -276387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -272586.500000 Penalty: 4100.017578
	Iteration 0F: 3 clusters Score -272586.5 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -273667.375000 Penalty: 4100.017578
	Iteration 1F: 3 clusters Score -273667.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -274064.156250 Penalty: 4100.017578
	Iteration 2F: 3 clusters Score -274064.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -274404.875000 Penalty: 4100.017578
	Iteration 3F: 3 clusters Score -274404.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -274701.468750 Penalty: 4100.017578
	Iteration 4F: 3 clusters Score -274701.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -274915.031250 Penalty: 4100.017578
	Iteration 5F: 3 clusters Score -274915 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -275056.843750 Penalty: 4100.017578
	Iteration 6Q: 3 clusters Score -275056.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -275153.437500 Penalty: 4100.017578
	Iteration 7Q: 3 clusters Score -275153.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -275232.093750 Penalty: 4100.017578
	Iteration 8Q: 3 clusters Score -275232.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -275287.218750 Penalty: 4100.017578
	Iteration 9Q: 3 clusters Score -275287.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -275342.093750 Penalty: 4100.017578
	Iteration 10Q: 3 clusters Score -275342.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -275380.937500 Penalty: 4100.017578
	Iteration 11Q: 3 clusters Score -275380.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -275406.250000 Penalty: 4100.017578
	Iteration 12Q: 3 clusters Score -275406.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -275424.375000 Penalty: 4100.017578
	Iteration 13Q: 3 clusters Score -275424.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -275430.968750 Penalty: 4100.017578
	Iteration 14Q: 3 clusters Score -275431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -275435.000000 Penalty: 4100.017578
	Iteration 15Q: 3 clusters Score -275435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -275440.250000 Penalty: 4100.017578
	Iteration 16Q: 3 clusters Score -275440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -275445.031250 Penalty: 4100.017578
	Iteration 17Q: 3 clusters Score -275445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -275449.375000 Penalty: 4100.017578
	Iteration 18Q: 3 clusters Score -275449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -275452.906250 Penalty: 4100.017578
	Iteration 19Q: 3 clusters Score -275452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -275454.937500 Penalty: 4100.017578
	Iteration 20F: 3 clusters Score -275454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -275457.843750 Penalty: 4100.017578
	Iteration 21Q: 3 clusters Score -275457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -275460.187500 Penalty: 4100.017578
	Iteration 22Q: 3 clusters Score -275460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -275462.281250 Penalty: 4100.017578
	Iteration 23Q: 3 clusters Score -275462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -275462.500000 Penalty: 4100.017578
	Iteration 24Q: 3 clusters Score -275462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275464.281250 Penalty: 4100.017578
	Iteration 25Q: 3 clusters Score -275464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275464.531250 Penalty: 4100.017578
	Iteration 26Q: 3 clusters Score -275464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275465.656250 Penalty: 4100.017578
	Iteration 27Q: 3 clusters Score -275465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -275467.218750 Penalty: 4100.017578
	Iteration 28Q: 3 clusters Score -275467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275468.781250 Penalty: 4100.017578
	Iteration 29Q: 3 clusters Score -275468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -275469.968750 Penalty: 4100.017578
	Iteration 30Q: 3 clusters Score -275470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -275471.937500 Penalty: 4100.017578
	Iteration 31Q: 3 clusters Score -275471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -275473.906250 Penalty: 4100.017578
	Iteration 32Q: 3 clusters Score -275473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -275474.781250 Penalty: 4100.017578
	Iteration 33Q: 3 clusters Score -275474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -275476.625000 Penalty: 4100.017578
	Iteration 34Q: 3 clusters Score -275476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -275477.718750 Penalty: 4100.017578
	Iteration 35Q: 3 clusters Score -275477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -275478.468750 Penalty: 4100.017578
	Iteration 36Q: 3 clusters Score -275478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -275478.343750 Penalty: 4100.017578
	Iteration 37Q: 3 clusters Score -275478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -275478.343750 Penalty: 4100.017578
	Iteration 38F: 3 clusters Score -275478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (384659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384659 members 
Entering Unmasked Estep 
Score: -34025452.000000 Penalty: 3189.307861
	Iteration 0F: 2 clusters Score -3.402545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192608 members 
Mstep: Class 2 contains 192051 members 
Entering Unmasked Estep 
Score: -33769360.000000 Penalty: 6378.615723
	Iteration 0F: 3 clusters Score -3.376936e+07 nChanged 187324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200278 members 
Mstep: Class 2 contains 184381 members 
Entering Unmasked Estep 
Score: -33881488.000000 Penalty: 6378.615723
	Iteration 1F: 3 clusters Score -3.388149e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205998 members 
Mstep: Class 2 contains 178661 members 
Entering Unmasked Estep 
Score: -33883836.000000 Penalty: 6378.615723
	Iteration 2Q: 3 clusters Score -3.388384e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215077 members 
Mstep: Class 2 contains 169582 members 
Entering Unmasked Estep 
Score: -33888120.000000 Penalty: 6378.615723
	Iteration 3Q: 3 clusters Score -3.388812e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228939 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -33895084.000000 Penalty: 6378.615723
	Iteration 4Q: 3 clusters Score -3.389508e+07 nChanged 22678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248983 members 
Mstep: Class 2 contains 135676 members 
Entering Unmasked Estep 
Score: -33907028.000000 Penalty: 6378.615723
	Iteration 5F: 3 clusters Score -3.390703e+07 nChanged 28537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275962 members 
Mstep: Class 2 contains 108697 members 
Entering Unmasked Estep 
Score: -33927172.000000 Penalty: 6378.615723
	Iteration 6F: 3 clusters Score -3.392717e+07 nChanged 32525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307899 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -33954056.000000 Penalty: 6378.615723
	Iteration 7F: 3 clusters Score -3.395406e+07 nChanged 30868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338683 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -33982444.000000 Penalty: 6378.615723
	Iteration 8F: 3 clusters Score -3.398244e+07 nChanged 23546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362225 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -34003932.000000 Penalty: 6378.615723
	Iteration 9F: 3 clusters Score -3.400393e+07 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375557 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -34015712.000000 Penalty: 6378.615723
	Iteration 10Q: 3 clusters Score -3.401571e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381414 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -34020340.000000 Penalty: 6378.615723
	Iteration 11Q: 3 clusters Score -3.402034e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383382 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -34021992.000000 Penalty: 6378.615723
	Iteration 12Q: 3 clusters Score -3.402199e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383923 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -34022568.000000 Penalty: 6378.615723
	Iteration 13Q: 3 clusters Score -3.402257e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384039 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -34022800.000000 Penalty: 6378.615723
	Iteration 14Q: 3 clusters Score -3.40228e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384065 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -34022900.000000 Penalty: 6378.615723
	Iteration 15Q: 3 clusters Score -3.40229e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384059 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -34022936.000000 Penalty: 6378.615723
	Iteration 16Q: 3 clusters Score -3.402294e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384022 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -34023020.000000 Penalty: 6378.615723
	Iteration 17Q: 3 clusters Score -3.402302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383990 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -34023064.000000 Penalty: 6378.615723
	Iteration 18Q: 3 clusters Score -3.402306e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383975 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -34023056.000000 Penalty: 6378.615723
	Iteration 19Q: 3 clusters Score -3.402306e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383952 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -34023120.000000 Penalty: 6378.615723
	Iteration 20F: 3 clusters Score -3.402312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383925 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -34023120.000000 Penalty: 6378.615723
	Iteration 21Q: 3 clusters Score -3.402312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383897 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -34023164.000000 Penalty: 6378.615723
	Iteration 22Q: 3 clusters Score -3.402316e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383874 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -34023160.000000 Penalty: 6378.615723
	Iteration 23Q: 3 clusters Score -3.402316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383849 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -34023164.000000 Penalty: 6378.615723
	Iteration 24Q: 3 clusters Score -3.402316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383832 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -34023172.000000 Penalty: 6378.615723
	Iteration 25Q: 3 clusters Score -3.402317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383824 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -34023220.000000 Penalty: 6378.615723
	Iteration 26Q: 3 clusters Score -3.402322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383810 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34023228.000000 Penalty: 6378.615723
	Iteration 27Q: 3 clusters Score -3.402323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383796 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34023256.000000 Penalty: 6378.615723
	Iteration 28Q: 3 clusters Score -3.402326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383781 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -34023260.000000 Penalty: 6378.615723
	Iteration 29Q: 3 clusters Score -3.402326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383772 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -34023296.000000 Penalty: 6378.615723
	Iteration 30Q: 3 clusters Score -3.40233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383761 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -34023312.000000 Penalty: 6378.615723
	Iteration 31Q: 3 clusters Score -3.402331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383746 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -34023324.000000 Penalty: 6378.615723
	Iteration 32Q: 3 clusters Score -3.402332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383722 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -34023296.000000 Penalty: 6378.615723
	Iteration 33Q: 3 clusters Score -3.40233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383701 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -34023328.000000 Penalty: 6378.615723
	Iteration 34Q: 3 clusters Score -3.402333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383680 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -34023368.000000 Penalty: 6378.615723
	Iteration 35Q: 3 clusters Score -3.402337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383648 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -34023372.000000 Penalty: 6378.615723
	Iteration 36Q: 3 clusters Score -3.402337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -34023388.000000 Penalty: 6378.615723
	Iteration 37Q: 3 clusters Score -3.402339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383599 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -34023440.000000 Penalty: 6378.615723
	Iteration 38Q: 3 clusters Score -3.402344e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383566 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -34023464.000000 Penalty: 6378.615723
	Iteration 39Q: 3 clusters Score -3.402346e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383532 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -34023488.000000 Penalty: 6378.615723
	Iteration 40F: 3 clusters Score -3.402349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383513 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -34023540.000000 Penalty: 6378.615723
	Iteration 41Q: 3 clusters Score -3.402354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383496 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -34023536.000000 Penalty: 6378.615723
	Iteration 42Q: 3 clusters Score -3.402354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383476 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -34023544.000000 Penalty: 6378.615723
	Iteration 43Q: 3 clusters Score -3.402354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383455 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -34023584.000000 Penalty: 6378.615723
	Iteration 44Q: 3 clusters Score -3.402358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383432 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -34023584.000000 Penalty: 6378.615723
	Iteration 45Q: 3 clusters Score -3.402358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383418 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -34023596.000000 Penalty: 6378.615723
	Iteration 46Q: 3 clusters Score -3.40236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383410 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -34023600.000000 Penalty: 6378.615723
	Iteration 47Q: 3 clusters Score -3.40236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383401 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -34023588.000000 Penalty: 6378.615723
	Iteration 48Q: 3 clusters Score -3.402359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383393 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -34023600.000000 Penalty: 6378.615723
	Iteration 49Q: 3 clusters Score -3.40236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383385 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -34023600.000000 Penalty: 6378.615723
	Iteration 50Q: 3 clusters Score -3.40236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383370 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -34023616.000000 Penalty: 6378.615723
	Iteration 51Q: 3 clusters Score -3.402362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383358 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -34023616.000000 Penalty: 6378.615723
	Iteration 52Q: 3 clusters Score -3.402362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383346 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -34023632.000000 Penalty: 6378.615723
	Iteration 53Q: 3 clusters Score -3.402363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383337 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -34023616.000000 Penalty: 6378.615723
	Iteration 54Q: 3 clusters Score -3.402362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383323 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -34023616.000000 Penalty: 6378.615723
	Iteration 55Q: 3 clusters Score -3.402362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383316 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -34023612.000000 Penalty: 6378.615723
	Iteration 56Q: 3 clusters Score -3.402361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383311 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -34023616.000000 Penalty: 6378.615723
	Iteration 57Q: 3 clusters Score -3.402362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383309 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -34023624.000000 Penalty: 6378.615723
	Iteration 58Q: 3 clusters Score -3.402362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383310 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -34023620.000000 Penalty: 6378.615723
	Iteration 59Q: 3 clusters Score -3.402362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383307 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -34023644.000000 Penalty: 6378.615723
	Iteration 60F: 3 clusters Score -3.402364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383303 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -34023632.000000 Penalty: 6378.615723
	Iteration 61Q: 3 clusters Score -3.402363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383297 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -34023628.000000 Penalty: 6378.615723
	Iteration 62Q: 3 clusters Score -3.402363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383288 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -34023652.000000 Penalty: 6378.615723
	Iteration 63Q: 3 clusters Score -3.402365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383281 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -34023644.000000 Penalty: 6378.615723
	Iteration 64Q: 3 clusters Score -3.402364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383276 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -34023668.000000 Penalty: 6378.615723
	Iteration 65Q: 3 clusters Score -3.402367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383276 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -34023660.000000 Penalty: 6378.615723
	Iteration 66Q: 3 clusters Score -3.402366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383272 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -34023672.000000 Penalty: 6378.615723
	Iteration 67Q: 3 clusters Score -3.402367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383265 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -34023672.000000 Penalty: 6378.615723
	Iteration 68Q: 3 clusters Score -3.402367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383264 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -34023664.000000 Penalty: 6378.615723
	Iteration 69Q: 3 clusters Score -3.402366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383263 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -34023672.000000 Penalty: 6378.615723
	Iteration 70Q: 3 clusters Score -3.402367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383260 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -34023672.000000 Penalty: 6378.615723
	Iteration 71Q: 3 clusters Score -3.402367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383253 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -34023664.000000 Penalty: 6378.615723
	Iteration 72Q: 3 clusters Score -3.402366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383248 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -34023676.000000 Penalty: 6378.615723
	Iteration 73Q: 3 clusters Score -3.402368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383240 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -34023692.000000 Penalty: 6378.615723
	Iteration 74Q: 3 clusters Score -3.402369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383231 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -34023708.000000 Penalty: 6378.615723
	Iteration 75Q: 3 clusters Score -3.402371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383225 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -34023696.000000 Penalty: 6378.615723
	Iteration 76Q: 3 clusters Score -3.40237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383216 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -34023692.000000 Penalty: 6378.615723
	Iteration 77Q: 3 clusters Score -3.402369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383213 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -34023716.000000 Penalty: 6378.615723
	Iteration 78Q: 3 clusters Score -3.402372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383210 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -34023716.000000 Penalty: 6378.615723
	Iteration 79Q: 3 clusters Score -3.402372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383206 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -34023728.000000 Penalty: 6378.615723
	Iteration 80F: 3 clusters Score -3.402373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383202 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -34023744.000000 Penalty: 6378.615723
	Iteration 81Q: 3 clusters Score -3.402374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383203 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -34023736.000000 Penalty: 6378.615723
	Iteration 82Q: 3 clusters Score -3.402374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383203 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -34023732.000000 Penalty: 6378.615723
	Iteration 83Q: 3 clusters Score -3.402373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383203 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -34023744.000000 Penalty: 6378.615723
	Iteration 84Q: 3 clusters Score -3.402374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383199 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -34023744.000000 Penalty: 6378.615723
	Iteration 85Q: 3 clusters Score -3.402374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383199 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -34023736.000000 Penalty: 6378.615723
	Iteration 86Q: 3 clusters Score -3.402374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383200 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -34023732.000000 Penalty: 6378.615723
	Iteration 87Q: 3 clusters Score -3.402373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383199 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -34023736.000000 Penalty: 6378.615723
	Iteration 88Q: 3 clusters Score -3.402374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383199 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -34023736.000000 Penalty: 6378.615723
	Iteration 89F: 3 clusters Score -3.402374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Entering Unmasked Estep 
Score: -1766299.250000 Penalty: 2480.321289
	Iteration 0F: 2 clusters Score -1766299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1750899.500000 Penalty: 4960.642578
	Iteration 0F: 3 clusters Score -1750900 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1756360.625000 Penalty: 4960.642578
	Iteration 1F: 3 clusters Score -1756361 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1756865.000000 Penalty: 4960.642578
	Iteration 2F: 3 clusters Score -1756865 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1757403.125000 Penalty: 4960.642578
	Iteration 3F: 3 clusters Score -1757403 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1758057.625000 Penalty: 4960.642578
	Iteration 4F: 3 clusters Score -1758058 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1758966.625000 Penalty: 4960.642578
	Iteration 5F: 3 clusters Score -1758967 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1760137.750000 Penalty: 4960.642578
	Iteration 6F: 3 clusters Score -1760138 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1761326.875000 Penalty: 4960.642578
	Iteration 7F: 3 clusters Score -1761327 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1762353.500000 Penalty: 4960.642578
	Iteration 8F: 3 clusters Score -1762354 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1763114.250000 Penalty: 4960.642578
	Iteration 9Q: 3 clusters Score -1763114 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1763577.000000 Penalty: 4960.642578
	Iteration 10Q: 3 clusters Score -1763577 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1763815.250000 Penalty: 4960.642578
	Iteration 11Q: 3 clusters Score -1763815 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1763958.250000 Penalty: 4960.642578
	Iteration 12Q: 3 clusters Score -1763958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1764027.125000 Penalty: 4960.642578
	Iteration 13Q: 3 clusters Score -1764027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1764083.125000 Penalty: 4960.642578
	Iteration 14Q: 3 clusters Score -1764083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1764122.125000 Penalty: 4960.642578
	Iteration 15Q: 3 clusters Score -1764122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1764148.000000 Penalty: 4960.642578
	Iteration 16Q: 3 clusters Score -1764148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1764162.875000 Penalty: 4960.642578
	Iteration 17Q: 3 clusters Score -1764163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1764175.375000 Penalty: 4960.642578
	Iteration 18Q: 3 clusters Score -1764175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1764177.375000 Penalty: 4960.642578
	Iteration 19Q: 3 clusters Score -1764177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1764179.750000 Penalty: 4960.642578
	Iteration 20F: 3 clusters Score -1764180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1764179.750000 Penalty: 4960.642578
	Iteration 21Q: 3 clusters Score -1764180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1764184.625000 Penalty: 4960.642578
	Iteration 22Q: 3 clusters Score -1764185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1764183.750000 Penalty: 4960.642578
	Iteration 23Q: 3 clusters Score -1764184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1764190.125000 Penalty: 4960.642578
	Iteration 24Q: 3 clusters Score -1764190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1764190.500000 Penalty: 4960.642578
	Iteration 25Q: 3 clusters Score -1764190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1764192.500000 Penalty: 4960.642578
	Iteration 26Q: 3 clusters Score -1764192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1764194.750000 Penalty: 4960.642578
	Iteration 27Q: 3 clusters Score -1764195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1764194.500000 Penalty: 4960.642578
	Iteration 28Q: 3 clusters Score -1764194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1764194.500000 Penalty: 4960.642578
	Iteration 29F: 3 clusters Score -1764194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -320247.593750 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -320247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -316457.593750 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -316457.6 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -317231.656250 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -317231.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -317390.718750 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -317390.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -317493.250000 Penalty: 4093.988037
	Iteration 3Q: 3 clusters Score -317493.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -317567.218750 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -317567.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -317632.906250 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -317632.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -317687.750000 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -317687.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -317721.375000 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -317721.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -317751.093750 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -317751.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -317774.937500 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -317774.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -317789.968750 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -317790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -317802.218750 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -317802.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -317814.312500 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -317814.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -317827.375000 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -317827.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -317840.468750 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -317840.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -317859.875000 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -317859.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -317876.781250 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -317876.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -317892.625000 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -317892.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -317906.000000 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -317906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -317916.500000 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -317916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -317930.718750 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -317930.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -317946.500000 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -317946.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -317961.562500 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -317961.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -317974.093750 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -317974.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -317984.031250 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -317984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -317991.375000 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -317991.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -317998.375000 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -317998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -318003.562500 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -318003.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -318008.437500 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -318008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -318015.718750 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -318015.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -318022.968750 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -318023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -318032.156250 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -318032.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -318044.656250 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -318044.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -318057.531250 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -318057.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -318076.281250 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -318076.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -318095.093750 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -318095.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -318109.937500 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -318109.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -318121.062500 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -318121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -318130.406250 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -318130.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -318135.562500 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -318135.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -318141.562500 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -318141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -318145.468750 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -318145.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -318150.625000 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -318150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -318153.687500 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -318153.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -318159.000000 Penalty: 4093.988037
	Iteration 44Q: 3 clusters Score -318159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -318160.937500 Penalty: 4093.988037
	Iteration 45Q: 3 clusters Score -318160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -318163.093750 Penalty: 4093.988037
	Iteration 46Q: 3 clusters Score -318163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -318166.125000 Penalty: 4093.988037
	Iteration 47Q: 3 clusters Score -318166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -318169.937500 Penalty: 4093.988037
	Iteration 48Q: 3 clusters Score -318169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -318175.687500 Penalty: 4093.988037
	Iteration 49Q: 3 clusters Score -318175.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -318180.687500 Penalty: 4093.988037
	Iteration 50Q: 3 clusters Score -318180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -318183.687500 Penalty: 4093.988037
	Iteration 51Q: 3 clusters Score -318183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -318186.781250 Penalty: 4093.988037
	Iteration 52Q: 3 clusters Score -318186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -318189.343750 Penalty: 4093.988037
	Iteration 53Q: 3 clusters Score -318189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -318196.906250 Penalty: 4093.988037
	Iteration 54Q: 3 clusters Score -318196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -318203.562500 Penalty: 4093.988037
	Iteration 55Q: 3 clusters Score -318203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -318206.437500 Penalty: 4093.988037
	Iteration 56Q: 3 clusters Score -318206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -318211.250000 Penalty: 4093.988037
	Iteration 57Q: 3 clusters Score -318211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -318214.062500 Penalty: 4093.988037
	Iteration 58Q: 3 clusters Score -318214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -318216.062500 Penalty: 4093.988037
	Iteration 59Q: 3 clusters Score -318216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -318219.000000 Penalty: 4093.988037
	Iteration 60F: 3 clusters Score -318219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -318220.562500 Penalty: 4093.988037
	Iteration 61Q: 3 clusters Score -318220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -318221.968750 Penalty: 4093.988037
	Iteration 62Q: 3 clusters Score -318222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -318224.437500 Penalty: 4093.988037
	Iteration 63Q: 3 clusters Score -318224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -318226.656250 Penalty: 4093.988037
	Iteration 64Q: 3 clusters Score -318226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -318229.468750 Penalty: 4093.988037
	Iteration 65Q: 3 clusters Score -318229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -318232.968750 Penalty: 4093.988037
	Iteration 66Q: 3 clusters Score -318233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -318236.812500 Penalty: 4093.988037
	Iteration 67Q: 3 clusters Score -318236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -318239.375000 Penalty: 4093.988037
	Iteration 68Q: 3 clusters Score -318239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -318241.687500 Penalty: 4093.988037
	Iteration 69Q: 3 clusters Score -318241.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -318247.812500 Penalty: 4093.988037
	Iteration 70Q: 3 clusters Score -318247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -318250.687500 Penalty: 4093.988037
	Iteration 71Q: 3 clusters Score -318250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -318257.937500 Penalty: 4093.988037
	Iteration 72Q: 3 clusters Score -318257.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -318267.562500 Penalty: 4093.988037
	Iteration 73Q: 3 clusters Score -318267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -318275.687500 Penalty: 4093.988037
	Iteration 74Q: 3 clusters Score -318275.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -318287.062500 Penalty: 4093.988037
	Iteration 75Q: 3 clusters Score -318287.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -318296.625000 Penalty: 4093.988037
	Iteration 76Q: 3 clusters Score -318296.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -318310.125000 Penalty: 4093.988037
	Iteration 77Q: 3 clusters Score -318310.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -318317.468750 Penalty: 4093.988037
	Iteration 78Q: 3 clusters Score -318317.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -318323.468750 Penalty: 4093.988037
	Iteration 79Q: 3 clusters Score -318323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -318329.562500 Penalty: 4093.988037
	Iteration 80F: 3 clusters Score -318329.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -318336.437500 Penalty: 4093.988037
	Iteration 81Q: 3 clusters Score -318336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -318345.125000 Penalty: 4093.988037
	Iteration 82Q: 3 clusters Score -318345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -318355.062500 Penalty: 4093.988037
	Iteration 83Q: 3 clusters Score -318355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -318359.062500 Penalty: 4093.988037
	Iteration 84Q: 3 clusters Score -318359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -318361.312500 Penalty: 4093.988037
	Iteration 85Q: 3 clusters Score -318361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -318362.250000 Penalty: 4093.988037
	Iteration 86Q: 3 clusters Score -318362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -318362.250000 Penalty: 4093.988037
	Iteration 87F: 3 clusters Score -318362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212593 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36867 members 
Mstep: Class 6 contains 209884 members 
Mstep: Class 7 contains 149293 members 
Mstep: Class 8 contains 47268 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27886 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132625 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134908 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41492 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67050 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17582 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384659 members 
Mstep: Class 32 contains 22055 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 239Q: 33 clusters Score -1.465122e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212564 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36865 members 
Mstep: Class 6 contains 209896 members 
Mstep: Class 7 contains 149295 members 
Mstep: Class 8 contains 47264 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 27887 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132611 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 134978 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41502 members 
Mstep: Class 20 contains 22187 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67050 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17582 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384610 members 
Mstep: Class 32 contains 22055 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512240.000000 Penalty: 113876.406250
Iteration 240F: 33 clusters Score -1.465122e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212546 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36860 members 
Mstep: Class 6 contains 209909 members 
Mstep: Class 7 contains 149294 members 
Mstep: Class 8 contains 47261 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27887 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132588 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135045 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19599 members 
Mstep: Class 19 contains 41513 members 
Mstep: Class 20 contains 22187 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 67045 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17581 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384574 members 
Mstep: Class 32 contains 22054 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512240.000000 Penalty: 113876.406250
Iteration 241Q: 33 clusters Score -1.465122e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212529 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36851 members 
Mstep: Class 6 contains 209915 members 
Mstep: Class 7 contains 149296 members 
Mstep: Class 8 contains 47259 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132571 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135103 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41519 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25459 members 
Mstep: Class 24 contains 67042 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17581 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384547 members 
Mstep: Class 32 contains 22053 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512256.000000 Penalty: 113876.406250
Iteration 242Q: 33 clusters Score -1.465123e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212508 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36851 members 
Mstep: Class 6 contains 209930 members 
Mstep: Class 7 contains 149292 members 
Mstep: Class 8 contains 47253 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132563 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135151 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41521 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25460 members 
Mstep: Class 24 contains 67039 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17582 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384521 members 
Mstep: Class 32 contains 22052 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512240.000000 Penalty: 113876.406250
Iteration 243Q: 33 clusters Score -1.465122e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212496 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36847 members 
Mstep: Class 6 contains 209935 members 
Mstep: Class 7 contains 149293 members 
Mstep: Class 8 contains 47252 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132556 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135188 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41524 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67037 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384499 members 
Mstep: Class 32 contains 22051 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512256.000000 Penalty: 113876.406250
Iteration 244Q: 33 clusters Score -1.465123e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212483 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 36842 members 
Mstep: Class 6 contains 209943 members 
Mstep: Class 7 contains 149295 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27887 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 132548 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135226 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41528 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67037 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17585 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384478 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 245Q: 33 clusters Score -1.465122e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212476 members 
Mstep: Class 4 contains 21907 members 
Mstep: Class 5 contains 36835 members 
Mstep: Class 6 contains 209957 members 
Mstep: Class 7 contains 149294 members 
Mstep: Class 8 contains 47242 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27890 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132539 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135262 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41535 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384451 members 
Mstep: Class 32 contains 22050 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512288.000000 Penalty: 113876.406250
Iteration 246Q: 33 clusters Score -1.465123e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212465 members 
Mstep: Class 4 contains 21909 members 
Mstep: Class 5 contains 36828 members 
Mstep: Class 6 contains 209970 members 
Mstep: Class 7 contains 149291 members 
Mstep: Class 8 contains 47238 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27891 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132530 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 135297 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41539 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6237 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384430 members 
Mstep: Class 32 contains 22050 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512224.000000 Penalty: 113876.406250
Iteration 247Q: 33 clusters Score -1.465122e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212446 members 
Mstep: Class 4 contains 21910 members 
Mstep: Class 5 contains 36823 members 
Mstep: Class 6 contains 209977 members 
Mstep: Class 7 contains 149290 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27895 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132517 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135341 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 41548 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67033 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384406 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512256.000000 Penalty: 113876.406250
Iteration 248Q: 33 clusters Score -1.465123e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212432 members 
Mstep: Class 4 contains 21911 members 
Mstep: Class 5 contains 36819 members 
Mstep: Class 6 contains 209988 members 
Mstep: Class 7 contains 149287 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27897 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132508 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135385 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19599 members 
Mstep: Class 19 contains 41554 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384377 members 
Mstep: Class 32 contains 22050 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512288.000000 Penalty: 113876.406250
Iteration 249Q: 33 clusters Score -1.465123e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212426 members 
Mstep: Class 4 contains 21912 members 
Mstep: Class 5 contains 36816 members 
Mstep: Class 6 contains 209990 members 
Mstep: Class 7 contains 149283 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132496 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135419 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41560 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384359 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512272.000000 Penalty: 113876.406250
Iteration 250Q: 33 clusters Score -1.465123e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212420 members 
Mstep: Class 4 contains 21914 members 
Mstep: Class 5 contains 36811 members 
Mstep: Class 6 contains 209996 members 
Mstep: Class 7 contains 149279 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132486 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135452 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41566 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67034 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384338 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512256.000000 Penalty: 113876.406250
Iteration 251Q: 33 clusters Score -1.465123e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212416 members 
Mstep: Class 4 contains 21915 members 
Mstep: Class 5 contains 36809 members 
Mstep: Class 6 contains 210000 members 
Mstep: Class 7 contains 149275 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132481 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135474 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41569 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67033 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384329 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512256.000000 Penalty: 113876.406250
Iteration 252Q: 33 clusters Score -1.465123e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212408 members 
Mstep: Class 4 contains 21915 members 
Mstep: Class 5 contains 36805 members 
Mstep: Class 6 contains 210012 members 
Mstep: Class 7 contains 149275 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132482 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135487 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41571 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67031 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384314 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512304.000000 Penalty: 113876.406250
Iteration 253Q: 33 clusters Score -1.465123e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212404 members 
Mstep: Class 4 contains 21915 members 
Mstep: Class 5 contains 36802 members 
Mstep: Class 6 contains 210023 members 
Mstep: Class 7 contains 149272 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132479 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135504 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41574 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25462 members 
Mstep: Class 24 contains 67029 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384300 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 254Q: 33 clusters Score -1.465122e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212400 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36799 members 
Mstep: Class 6 contains 210030 members 
Mstep: Class 7 contains 149272 members 
Mstep: Class 8 contains 47224 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27898 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132474 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135518 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41580 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67026 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17585 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384287 members 
Mstep: Class 32 contains 22049 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 255Q: 33 clusters Score -1.465122e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212397 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 210034 members 
Mstep: Class 7 contains 149272 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27897 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132470 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135533 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41585 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67025 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17585 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384274 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512240.000000 Penalty: 113876.406250
Iteration 256Q: 33 clusters Score -1.465122e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212396 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36787 members 
Mstep: Class 6 contains 210040 members 
Mstep: Class 7 contains 149272 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27898 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132468 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135547 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41586 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17585 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384263 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512128.000000 Penalty: 113876.406250
Iteration 257Q: 33 clusters Score -1.465121e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212397 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36779 members 
Mstep: Class 6 contains 210042 members 
Mstep: Class 7 contains 149272 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132466 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135559 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41587 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25466 members 
Mstep: Class 24 contains 67023 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384256 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 258Q: 33 clusters Score -1.465121e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212393 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36778 members 
Mstep: Class 6 contains 210041 members 
Mstep: Class 7 contains 149274 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132464 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135575 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41586 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 25467 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384245 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 259Q: 33 clusters Score -1.465122e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212392 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36771 members 
Mstep: Class 6 contains 210044 members 
Mstep: Class 7 contains 149274 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27902 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132461 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135591 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41585 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25465 members 
Mstep: Class 24 contains 67026 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384234 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512144.000000 Penalty: 113876.406250
Iteration 260F: 33 clusters Score -1.465121e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212391 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36770 members 
Mstep: Class 6 contains 210045 members 
Mstep: Class 7 contains 149274 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132460 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135604 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41586 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67025 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384225 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 261Q: 33 clusters Score -1.465121e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212390 members 
Mstep: Class 4 contains 21915 members 
Mstep: Class 5 contains 36770 members 
Mstep: Class 6 contains 210048 members 
Mstep: Class 7 contains 149274 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132459 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135615 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41588 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384214 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 262Q: 33 clusters Score -1.465122e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212389 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210051 members 
Mstep: Class 7 contains 149274 members 
Mstep: Class 8 contains 47226 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132459 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135627 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41589 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384200 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 263Q: 33 clusters Score -1.465121e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212389 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210051 members 
Mstep: Class 7 contains 149274 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132459 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135636 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41589 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67023 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384192 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512144.000000 Penalty: 113876.406250
Iteration 264Q: 33 clusters Score -1.465121e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212389 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210053 members 
Mstep: Class 7 contains 149273 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132458 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135639 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41589 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67022 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384190 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 265Q: 33 clusters Score -1.465121e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212390 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210053 members 
Mstep: Class 7 contains 149269 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132457 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135647 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41590 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67023 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384185 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512128.000000 Penalty: 113876.406250
Iteration 266Q: 33 clusters Score -1.465121e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212390 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210052 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132455 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135655 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41591 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384182 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512064.000000 Penalty: 113876.406250
Iteration 267Q: 33 clusters Score -1.465121e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212389 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210052 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132453 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135664 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41594 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384173 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 268Q: 33 clusters Score -1.465121e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212387 members 
Mstep: Class 4 contains 21916 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210051 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132450 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135670 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41600 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17584 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384165 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512096.000000 Penalty: 113876.406250
Iteration 269Q: 33 clusters Score -1.465121e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212386 members 
Mstep: Class 4 contains 21917 members 
Mstep: Class 5 contains 36769 members 
Mstep: Class 6 contains 210052 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47224 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132446 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135676 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41604 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384161 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 270Q: 33 clusters Score -1.465122e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212384 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36768 members 
Mstep: Class 6 contains 210052 members 
Mstep: Class 7 contains 149265 members 
Mstep: Class 8 contains 47223 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132445 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135680 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41606 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384159 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512064.000000 Penalty: 113876.406250
Iteration 271Q: 33 clusters Score -1.465121e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212383 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36767 members 
Mstep: Class 6 contains 210055 members 
Mstep: Class 7 contains 149265 members 
Mstep: Class 8 contains 47221 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132444 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135683 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41606 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67024 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384159 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 272Q: 33 clusters Score -1.465121e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212383 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36765 members 
Mstep: Class 6 contains 210056 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47220 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132443 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135685 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6242 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67025 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384157 members 
Mstep: Class 32 contains 22045 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512096.000000 Penalty: 113876.406250
Iteration 273Q: 33 clusters Score -1.465121e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212384 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36761 members 
Mstep: Class 6 contains 210058 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47219 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135687 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6243 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67026 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384159 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512096.000000 Penalty: 113876.406250
Iteration 274Q: 33 clusters Score -1.465121e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212383 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36755 members 
Mstep: Class 6 contains 210063 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47216 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135688 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6245 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67027 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17581 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384161 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512032.000000 Penalty: 113876.406250
Iteration 275Q: 33 clusters Score -1.46512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212383 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36750 members 
Mstep: Class 6 contains 210068 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47216 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135688 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67029 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17581 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384158 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512016.000000 Penalty: 113876.406250
Iteration 276Q: 33 clusters Score -1.46512e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212384 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36746 members 
Mstep: Class 6 contains 210071 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47218 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135688 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384155 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512032.000000 Penalty: 113876.406250
Iteration 277Q: 33 clusters Score -1.46512e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212384 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36744 members 
Mstep: Class 6 contains 210072 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47220 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135689 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384156 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 278Q: 33 clusters Score -1.465121e+08 nChanged 8
Entering ConstructFrom: 
Score: -146512080.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -2082089.500000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -2082090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2065697.750000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -2065698 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2071508.500000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -2071508 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2071995.125000 Penalty: 4998.494141
	Iteration 2F: 3 clusters Score -2071995 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2072401.250000 Penalty: 4998.494141
	Iteration 3Q: 3 clusters Score -2072401 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2072772.625000 Penalty: 4998.494141
	Iteration 4Q: 3 clusters Score -2072773 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2073114.000000 Penalty: 4998.494141
	Iteration 5Q: 3 clusters Score -2073114 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2073456.375000 Penalty: 4998.494141
	Iteration 6Q: 3 clusters Score -2073456 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2073868.125000 Penalty: 4998.494141
	Iteration 7Q: 3 clusters Score -2073868 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2074378.000000 Penalty: 4998.494141
	Iteration 8Q: 3 clusters Score -2074378 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2074990.500000 Penalty: 4998.494141
	Iteration 9Q: 3 clusters Score -2074990 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2075725.625000 Penalty: 4998.494141
	Iteration 10Q: 3 clusters Score -2075726 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2076435.750000 Penalty: 4998.494141
	Iteration 11Q: 3 clusters Score -2076436 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2076998.125000 Penalty: 4998.494141
	Iteration 12Q: 3 clusters Score -2076998 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2077398.125000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -2077398 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2077645.000000 Penalty: 4998.494141
	Iteration 14Q: 3 clusters Score -2077645 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2077811.875000 Penalty: 4998.494141
	Iteration 15Q: 3 clusters Score -2077812 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2077935.875000 Penalty: 4998.494141
	Iteration 16Q: 3 clusters Score -2077936 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2078068.125000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -2078068 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2078187.750000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -2078188 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2078316.750000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -2078317 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2078427.500000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -2078428 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2078521.500000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -2078522 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2078597.875000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -2078598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2078674.250000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -2078674 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2078751.750000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -2078752 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2078812.000000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -2078812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2078852.250000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -2078852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2078896.625000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -2078897 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2078943.750000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -2078944 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2078991.750000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -2078992 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2079051.250000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -2079051 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2079107.625000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -2079108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2079162.000000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -2079162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2079213.875000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -2079214 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2079261.375000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -2079261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2079307.250000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -2079307 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2079343.750000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -2079344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2079380.375000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -2079380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2079422.625000 Penalty: 4998.494141
	Iteration 38Q: 3 clusters Score -2079423 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2079476.750000 Penalty: 4998.494141
	Iteration 39Q: 3 clusters Score -2079477 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2079530.500000 Penalty: 4998.494141
	Iteration 40F: 3 clusters Score -2079530 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2079562.625000 Penalty: 4998.494141
	Iteration 41Q: 3 clusters Score -2079563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2079599.625000 Penalty: 4998.494141
	Iteration 42Q: 3 clusters Score -2079600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2079638.750000 Penalty: 4998.494141
	Iteration 43Q: 3 clusters Score -2079639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2079670.500000 Penalty: 4998.494141
	Iteration 44Q: 3 clusters Score -2079670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2079695.500000 Penalty: 4998.494141
	Iteration 45Q: 3 clusters Score -2079696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2079710.375000 Penalty: 4998.494141
	Iteration 46Q: 3 clusters Score -2079710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2079729.500000 Penalty: 4998.494141
	Iteration 47Q: 3 clusters Score -2079730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2079747.625000 Penalty: 4998.494141
	Iteration 48Q: 3 clusters Score -2079748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2079756.750000 Penalty: 4998.494141
	Iteration 49Q: 3 clusters Score -2079757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2079772.000000 Penalty: 4998.494141
	Iteration 50Q: 3 clusters Score -2079772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2079787.250000 Penalty: 4998.494141
	Iteration 51Q: 3 clusters Score -2079787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2079801.000000 Penalty: 4998.494141
	Iteration 52Q: 3 clusters Score -2079801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2079806.125000 Penalty: 4998.494141
	Iteration 53Q: 3 clusters Score -2079806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2079811.250000 Penalty: 4998.494141
	Iteration 54Q: 3 clusters Score -2079811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2079823.000000 Penalty: 4998.494141
	Iteration 55Q: 3 clusters Score -2079823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2079827.875000 Penalty: 4998.494141
	Iteration 56Q: 3 clusters Score -2079828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2079837.875000 Penalty: 4998.494141
	Iteration 57Q: 3 clusters Score -2079838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2079851.625000 Penalty: 4998.494141
	Iteration 58Q: 3 clusters Score -2079852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2079866.000000 Penalty: 4998.494141
	Iteration 59Q: 3 clusters Score -2079866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2079878.750000 Penalty: 4998.494141
	Iteration 60F: 3 clusters Score -2079879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2079882.625000 Penalty: 4998.494141
	Iteration 61Q: 3 clusters Score -2079883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2079894.250000 Penalty: 4998.494141
	Iteration 62Q: 3 clusters Score -2079894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2079898.750000 Penalty: 4998.494141
	Iteration 63Q: 3 clusters Score -2079899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2079902.375000 Penalty: 4998.494141
	Iteration 64Q: 3 clusters Score -2079902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2079904.875000 Penalty: 4998.494141
	Iteration 65Q: 3 clusters Score -2079905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2079914.375000 Penalty: 4998.494141
	Iteration 66Q: 3 clusters Score -2079914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2079924.250000 Penalty: 4998.494141
	Iteration 67Q: 3 clusters Score -2079924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2079936.375000 Penalty: 4998.494141
	Iteration 68Q: 3 clusters Score -2079936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2079943.875000 Penalty: 4998.494141
	Iteration 69Q: 3 clusters Score -2079944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2079949.625000 Penalty: 4998.494141
	Iteration 70Q: 3 clusters Score -2079950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2079955.625000 Penalty: 4998.494141
	Iteration 71Q: 3 clusters Score -2079956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2079963.875000 Penalty: 4998.494141
	Iteration 72Q: 3 clusters Score -2079964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2079969.125000 Penalty: 4998.494141
	Iteration 73Q: 3 clusters Score -2079969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2079975.500000 Penalty: 4998.494141
	Iteration 74Q: 3 clusters Score -2079976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2079978.750000 Penalty: 4998.494141
	Iteration 75Q: 3 clusters Score -2079979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2079981.750000 Penalty: 4998.494141
	Iteration 76Q: 3 clusters Score -2079982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2079986.500000 Penalty: 4998.494141
	Iteration 77Q: 3 clusters Score -2079986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2079989.125000 Penalty: 4998.494141
	Iteration 78Q: 3 clusters Score -2079989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2079994.250000 Penalty: 4998.494141
	Iteration 79Q: 3 clusters Score -2079994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2079998.250000 Penalty: 4998.494141
	Iteration 80F: 3 clusters Score -2079998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2080005.000000 Penalty: 4998.494141
	Iteration 81Q: 3 clusters Score -2080005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2080006.000000 Penalty: 4998.494141
	Iteration 82Q: 3 clusters Score -2080006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2080012.375000 Penalty: 4998.494141
	Iteration 83Q: 3 clusters Score -2080012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2080015.000000 Penalty: 4998.494141
	Iteration 84Q: 3 clusters Score -2080015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2080020.625000 Penalty: 4998.494141
	Iteration 85Q: 3 clusters Score -2080021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2080022.250000 Penalty: 4998.494141
	Iteration 86Q: 3 clusters Score -2080022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2080022.250000 Penalty: 4998.494141
	Iteration 87F: 3 clusters Score -2080022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22014.347656 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -22014.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20732.125000 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -20732.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20838.824219 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -20838.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20877.429688 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -20877.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20883.431641 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -20883.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20885.134766 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -20885.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20885.134766 Penalty: 2822.418457
	Iteration 5F: 3 clusters Score -20885.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (212384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212384 members 
Entering Unmasked Estep 
Score: -18897942.000000 Penalty: 3042.005615
	Iteration 0F: 2 clusters Score -1.889794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -18755480.000000 Penalty: 6084.011230
	Iteration 0F: 3 clusters Score -1.875548e+07 nChanged 102293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -18815260.000000 Penalty: 6084.011230
	Iteration 1F: 3 clusters Score -1.881526e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -18816064.000000 Penalty: 6084.011230
	Iteration 2Q: 3 clusters Score -1.881606e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -18817110.000000 Penalty: 6084.011230
	Iteration 3Q: 3 clusters Score -1.881711e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -18818304.000000 Penalty: 6084.011230
	Iteration 4Q: 3 clusters Score -1.88183e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -18819750.000000 Penalty: 6084.011230
	Iteration 5Q: 3 clusters Score -1.881975e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -18821898.000000 Penalty: 6084.011230
	Iteration 6Q: 3 clusters Score -1.88219e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -18824632.000000 Penalty: 6084.011230
	Iteration 7Q: 3 clusters Score -1.882463e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 109317 members 
Entering Unmasked Estep 
Score: -18828554.000000 Penalty: 6084.011230
	Iteration 8Q: 3 clusters Score -1.882855e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -18834386.000000 Penalty: 6084.011230
	Iteration 9Q: 3 clusters Score -1.883439e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -18841834.000000 Penalty: 6084.011230
	Iteration 10F: 3 clusters Score -1.884183e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -18850068.000000 Penalty: 6084.011230
	Iteration 11F: 3 clusters Score -1.885007e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 113712 members 
Entering Unmasked Estep 
Score: -18855756.000000 Penalty: 6084.011230
	Iteration 12F: 3 clusters Score -1.885576e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -18858360.000000 Penalty: 6084.011230
	Iteration 13Q: 3 clusters Score -1.885836e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -18859284.000000 Penalty: 6084.011230
	Iteration 14Q: 3 clusters Score -1.885928e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -18859736.000000 Penalty: 6084.011230
	Iteration 15Q: 3 clusters Score -1.885974e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -18859888.000000 Penalty: 6084.011230
	Iteration 16Q: 3 clusters Score -1.885989e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -18860076.000000 Penalty: 6084.011230
	Iteration 17Q: 3 clusters Score -1.886008e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -18860166.000000 Penalty: 6084.011230
	Iteration 18Q: 3 clusters Score -1.886017e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -18860332.000000 Penalty: 6084.011230
	Iteration 19Q: 3 clusters Score -1.886033e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -18860412.000000 Penalty: 6084.011230
	Iteration 20F: 3 clusters Score -1.886041e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
Score: -18860594.000000 Penalty: 6084.011230
	Iteration 21Q: 3 clusters Score -1.886059e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -18860822.000000 Penalty: 6084.011230
	Iteration 22Q: 3 clusters Score -1.886082e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -18861096.000000 Penalty: 6084.011230
	Iteration 23Q: 3 clusters Score -1.88611e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -18861350.000000 Penalty: 6084.011230
	Iteration 24Q: 3 clusters Score -1.886135e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -18861630.000000 Penalty: 6084.011230
	Iteration 25Q: 3 clusters Score -1.886163e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -18861892.000000 Penalty: 6084.011230
	Iteration 26Q: 3 clusters Score -1.886189e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 130639 members 
Entering Unmasked Estep 
Score: -18862260.000000 Penalty: 6084.011230
	Iteration 27Q: 3 clusters Score -1.886226e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 132415 members 
Entering Unmasked Estep 
Score: -18862558.000000 Penalty: 6084.011230
	Iteration 28Q: 3 clusters Score -1.886256e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -18862936.000000 Penalty: 6084.011230
	Iteration 29Q: 3 clusters Score -1.886294e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -18863290.000000 Penalty: 6084.011230
	Iteration 30Q: 3 clusters Score -1.886329e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -18863712.000000 Penalty: 6084.011230
	Iteration 31Q: 3 clusters Score -1.886371e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 140991 members 
Entering Unmasked Estep 
Score: -18864124.000000 Penalty: 6084.011230
	Iteration 32Q: 3 clusters Score -1.886412e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 143529 members 
Entering Unmasked Estep 
Score: -18864596.000000 Penalty: 6084.011230
	Iteration 33Q: 3 clusters Score -1.88646e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -18865162.000000 Penalty: 6084.011230
	Iteration 34Q: 3 clusters Score -1.886516e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -18865802.000000 Penalty: 6084.011230
	Iteration 35Q: 3 clusters Score -1.88658e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -18866562.000000 Penalty: 6084.011230
	Iteration 36Q: 3 clusters Score -1.886656e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -18867420.000000 Penalty: 6084.011230
	Iteration 37Q: 3 clusters Score -1.886742e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 158617 members 
Entering Unmasked Estep 
Score: -18868514.000000 Penalty: 6084.011230
	Iteration 38Q: 3 clusters Score -1.886851e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 162223 members 
Entering Unmasked Estep 
Score: -18869622.000000 Penalty: 6084.011230
	Iteration 39Q: 3 clusters Score -1.886962e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -18870846.000000 Penalty: 6084.011230
	Iteration 40F: 3 clusters Score -1.887085e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 169854 members 
Entering Unmasked Estep 
Score: -18872202.000000 Penalty: 6084.011230
	Iteration 41Q: 3 clusters Score -1.88722e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 173759 members 
Entering Unmasked Estep 
Score: -18873876.000000 Penalty: 6084.011230
	Iteration 42Q: 3 clusters Score -1.887388e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 177896 members 
Entering Unmasked Estep 
Score: -18875760.000000 Penalty: 6084.011230
	Iteration 43Q: 3 clusters Score -1.887576e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -18877632.000000 Penalty: 6084.011230
	Iteration 44Q: 3 clusters Score -1.887763e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 186147 members 
Entering Unmasked Estep 
Score: -18879716.000000 Penalty: 6084.011230
	Iteration 45Q: 3 clusters Score -1.887972e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 190217 members 
Entering Unmasked Estep 
Score: -18881860.000000 Penalty: 6084.011230
	Iteration 46Q: 3 clusters Score -1.888186e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 194096 members 
Entering Unmasked Estep 
Score: -18883960.000000 Penalty: 6084.011230
	Iteration 47Q: 3 clusters Score -1.888396e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 197598 members 
Entering Unmasked Estep 
Score: -18885956.000000 Penalty: 6084.011230
	Iteration 48Q: 3 clusters Score -1.888596e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 200861 members 
Entering Unmasked Estep 
Score: -18888220.000000 Penalty: 6084.011230
	Iteration 49Q: 3 clusters Score -1.888822e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 203676 members 
Entering Unmasked Estep 
Score: -18890196.000000 Penalty: 6084.011230
	Iteration 50Q: 3 clusters Score -1.88902e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 205932 members 
Entering Unmasked Estep 
Score: -18891610.000000 Penalty: 6084.011230
	Iteration 51Q: 3 clusters Score -1.889161e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 207728 members 
Entering Unmasked Estep 
Score: -18892858.000000 Penalty: 6084.011230
	Iteration 52Q: 3 clusters Score -1.889286e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 209061 members 
Entering Unmasked Estep 
Score: -18893798.000000 Penalty: 6084.011230
	Iteration 53Q: 3 clusters Score -1.88938e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 209939 members 
Entering Unmasked Estep 
Score: -18894360.000000 Penalty: 6084.011230
	Iteration 54Q: 3 clusters Score -1.889436e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 210521 members 
Entering Unmasked Estep 
Score: -18894778.000000 Penalty: 6084.011230
	Iteration 55Q: 3 clusters Score -1.889478e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 210863 members 
Entering Unmasked Estep 
Score: -18895022.000000 Penalty: 6084.011230
	Iteration 56Q: 3 clusters Score -1.889502e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 211073 members 
Entering Unmasked Estep 
Score: -18895196.000000 Penalty: 6084.011230
	Iteration 57Q: 3 clusters Score -1.88952e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 211213 members 
Entering Unmasked Estep 
Score: -18895282.000000 Penalty: 6084.011230
	Iteration 58Q: 3 clusters Score -1.889528e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 211304 members 
Entering Unmasked Estep 
Score: -18895344.000000 Penalty: 6084.011230
	Iteration 59Q: 3 clusters Score -1.889534e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 211383 members 
Entering Unmasked Estep 
Score: -18895398.000000 Penalty: 6084.011230
	Iteration 60F: 3 clusters Score -1.88954e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 211437 members 
Entering Unmasked Estep 
Score: -18895468.000000 Penalty: 6084.011230
	Iteration 61Q: 3 clusters Score -1.889547e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 211468 members 
Entering Unmasked Estep 
Score: -18895466.000000 Penalty: 6084.011230
	Iteration 62Q: 3 clusters Score -1.889547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 211499 members 
Entering Unmasked Estep 
Score: -18895476.000000 Penalty: 6084.011230
	Iteration 63Q: 3 clusters Score -1.889548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 211522 members 
Entering Unmasked Estep 
Score: -18895504.000000 Penalty: 6084.011230
	Iteration 64Q: 3 clusters Score -1.88955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 211541 members 
Entering Unmasked Estep 
Score: -18895510.000000 Penalty: 6084.011230
	Iteration 65Q: 3 clusters Score -1.889551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 211549 members 
Entering Unmasked Estep 
Score: -18895514.000000 Penalty: 6084.011230
	Iteration 66Q: 3 clusters Score -1.889551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 211556 members 
Entering Unmasked Estep 
Score: -18895530.000000 Penalty: 6084.011230
	Iteration 67Q: 3 clusters Score -1.889553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 211562 members 
Entering Unmasked Estep 
Score: -18895520.000000 Penalty: 6084.011230
	Iteration 68Q: 3 clusters Score -1.889552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 211565 members 
Entering Unmasked Estep 
Score: -18895524.000000 Penalty: 6084.011230
	Iteration 69Q: 3 clusters Score -1.889552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 211570 members 
Entering Unmasked Estep 
Score: -18895518.000000 Penalty: 6084.011230
	Iteration 70Q: 3 clusters Score -1.889552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 211577 members 
Entering Unmasked Estep 
Score: -18895516.000000 Penalty: 6084.011230
	Iteration 71Q: 3 clusters Score -1.889552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 211579 members 
Entering Unmasked Estep 
Score: -18895524.000000 Penalty: 6084.011230
	Iteration 72Q: 3 clusters Score -1.889552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 211584 members 
Entering Unmasked Estep 
Score: -18895520.000000 Penalty: 6084.011230
	Iteration 73Q: 3 clusters Score -1.889552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 211589 members 
Entering Unmasked Estep 
Score: -18895534.000000 Penalty: 6084.011230
	Iteration 74Q: 3 clusters Score -1.889553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 211591 members 
Entering Unmasked Estep 
Score: -18895534.000000 Penalty: 6084.011230
	Iteration 75Q: 3 clusters Score -1.889553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 211592 members 
Entering Unmasked Estep 
Score: -18895524.000000 Penalty: 6084.011230
	Iteration 76Q: 3 clusters Score -1.889552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 211597 members 
Entering Unmasked Estep 
Score: -18895538.000000 Penalty: 6084.011230
	Iteration 77Q: 3 clusters Score -1.889554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 211598 members 
Entering Unmasked Estep 
Score: -18895534.000000 Penalty: 6084.011230
	Iteration 78Q: 3 clusters Score -1.889553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 211603 members 
Entering Unmasked Estep 
Score: -18895542.000000 Penalty: 6084.011230
	Iteration 79Q: 3 clusters Score -1.889554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 211611 members 
Entering Unmasked Estep 
Score: -18895540.000000 Penalty: 6084.011230
	Iteration 80F: 3 clusters Score -1.889554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 211615 members 
Entering Unmasked Estep 
Score: -18895540.000000 Penalty: 6084.011230
	Iteration 81Q: 3 clusters Score -1.889554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -18895548.000000 Penalty: 6084.011230
	Iteration 82Q: 3 clusters Score -1.889555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 211625 members 
Entering Unmasked Estep 
Score: -18895548.000000 Penalty: 6084.011230
	Iteration 83Q: 3 clusters Score -1.889555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 211627 members 
Entering Unmasked Estep 
Score: -18895552.000000 Penalty: 6084.011230
	Iteration 84Q: 3 clusters Score -1.889555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 211627 members 
Entering Unmasked Estep 
Score: -18895560.000000 Penalty: 6084.011230
	Iteration 85Q: 3 clusters Score -1.889556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 211628 members 
Entering Unmasked Estep 
Score: -18895562.000000 Penalty: 6084.011230
	Iteration 86Q: 3 clusters Score -1.889556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -18895556.000000 Penalty: 6084.011230
	Iteration 87Q: 3 clusters Score -1.889556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -18895570.000000 Penalty: 6084.011230
	Iteration 88Q: 3 clusters Score -1.889557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -18895570.000000 Penalty: 6084.011230
	Iteration 89Q: 3 clusters Score -1.889557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -18895576.000000 Penalty: 6084.011230
	Iteration 90Q: 3 clusters Score -1.889558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 211634 members 
Entering Unmasked Estep 
Score: -18895578.000000 Penalty: 6084.011230
	Iteration 91Q: 3 clusters Score -1.889558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 211634 members 
Entering Unmasked Estep 
Score: -18895578.000000 Penalty: 6084.011230
	Iteration 92F: 3 clusters Score -1.889558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Entering Unmasked Estep 
Score: -1945149.750000 Penalty: 2478.775879
	Iteration 0F: 2 clusters Score -1945150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1929776.500000 Penalty: 4957.551758
	Iteration 0F: 3 clusters Score -1929776 nChanged 9661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1935044 nChanged 1164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1935493.875000 Penalty: 4957.551758
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Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1935927.500000 Penalty: 4957.551758
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1936380 nChanged 975
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Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1936815 nChanged 951
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Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1937275 nChanged 949
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1937774 nChanged 954
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Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1938331.250000 Penalty: 4957.551758
	Iteration 8Q: 3 clusters Score -1938331 nChanged 1034
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Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1938991.125000 Penalty: 4957.551758
	Iteration 9Q: 3 clusters Score -1938991 nChanged 1046
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Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1939629.250000 Penalty: 4957.551758
	Iteration 10Q: 3 clusters Score -1939629 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1940089 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1940335 nChanged 452
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Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1940479.625000 Penalty: 4957.551758
	Iteration 13Q: 3 clusters Score -1940480 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1940557.375000 Penalty: 4957.551758
	Iteration 14Q: 3 clusters Score -1940557 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1940617.500000 Penalty: 4957.551758
	Iteration 15Q: 3 clusters Score -1940618 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1940654.500000 Penalty: 4957.551758
	Iteration 16Q: 3 clusters Score -1940654 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1940690.625000 Penalty: 4957.551758
	Iteration 17Q: 3 clusters Score -1940691 nChanged 138
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Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1940714.875000 Penalty: 4957.551758
	Iteration 18Q: 3 clusters Score -1940715 nChanged 151
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Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1940735.500000 Penalty: 4957.551758
	Iteration 19Q: 3 clusters Score -1940736 nChanged 145
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Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1940765.875000 Penalty: 4957.551758
	Iteration 20F: 3 clusters Score -1940766 nChanged 132
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Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1940793.375000 Penalty: 4957.551758
	Iteration 21Q: 3 clusters Score -1940793 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1940831.125000 Penalty: 4957.551758
	Iteration 22Q: 3 clusters Score -1940831 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1940849.750000 Penalty: 4957.551758
	Iteration 23Q: 3 clusters Score -1940850 nChanged 147
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Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1940882.125000 Penalty: 4957.551758
	Iteration 24Q: 3 clusters Score -1940882 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1940909.000000 Penalty: 4957.551758
	Iteration 25Q: 3 clusters Score -1940909 nChanged 140
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Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1940934.875000 Penalty: 4957.551758
	Iteration 26Q: 3 clusters Score -1940935 nChanged 114
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Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1940951.375000 Penalty: 4957.551758
	Iteration 27Q: 3 clusters Score -1940951 nChanged 105
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Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1940973 nChanged 98
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Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1940995 nChanged 102
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Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1941016.375000 Penalty: 4957.551758
	Iteration 30Q: 3 clusters Score -1941016 nChanged 119
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Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 6437 members 
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Score: -1941043.250000 Penalty: 4957.551758
	Iteration 31Q: 3 clusters Score -1941043 nChanged 138
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Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 6311 members 
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	Iteration 32Q: 3 clusters Score -1941061 nChanged 127
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Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1941096 nChanged 129
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Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1941115 nChanged 124
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Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1941136 nChanged 115
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Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1941155 nChanged 96
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Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1941175 nChanged 106
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Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1941191.875000 Penalty: 4957.551758
	Iteration 38Q: 3 clusters Score -1941192 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1941224.250000 Penalty: 4957.551758
	Iteration 39Q: 3 clusters Score -1941224 nChanged 130
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Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1941254.500000 Penalty: 4957.551758
	Iteration 40F: 3 clusters Score -1941254 nChanged 121
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Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1941282 nChanged 116
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Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1941301.625000 Penalty: 4957.551758
	Iteration 42Q: 3 clusters Score -1941302 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1941335 nChanged 117
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Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4946 members 
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	Iteration 44Q: 3 clusters Score -1941362 nChanged 123
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Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 4825 members 
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	Iteration 45Q: 3 clusters Score -1941388 nChanged 123
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Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1941413.625000 Penalty: 4957.551758
	Iteration 46Q: 3 clusters Score -1941414 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 4568 members 
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	Iteration 47Q: 3 clusters Score -1941449 nChanged 151
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Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 4421 members 
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	Iteration 48Q: 3 clusters Score -1941496 nChanged 151
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Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1941534 nChanged 153
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Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1941575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1941620.875000 Penalty: 4957.551758
	Iteration 51Q: 3 clusters Score -1941621 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 3806 members 
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	Iteration 52Q: 3 clusters Score -1941668 nChanged 174
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Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3638 members 
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Score: -1941730.875000 Penalty: 4957.551758
	Iteration 53Q: 3 clusters Score -1941731 nChanged 185
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Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3455 members 
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Score: -1941801.375000 Penalty: 4957.551758
	Iteration 54Q: 3 clusters Score -1941801 nChanged 174
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Mstep: Class 1 contains 18631 members 
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	Iteration 55Q: 3 clusters Score -1941857 nChanged 175
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Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 3120 members 
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Score: -1941918.500000 Penalty: 4957.551758
	Iteration 56Q: 3 clusters Score -1941918 nChanged 142
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Mstep: Class 1 contains 18940 members 
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Entering Unmasked Estep 
Score: -1941963.500000 Penalty: 4957.551758
	Iteration 57Q: 3 clusters Score -1941964 nChanged 142
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Mstep: Class 1 contains 19080 members 
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Score: -1942010.625000 Penalty: 4957.551758
	Iteration 58Q: 3 clusters Score -1942011 nChanged 120
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Mstep: Class 1 contains 19200 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1942050 nChanged 135
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Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1942104.000000 Penalty: 4957.551758
	Iteration 60F: 3 clusters Score -1942104 nChanged 149
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Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1942150.375000 Penalty: 4957.551758
	Iteration 61Q: 3 clusters Score -1942150 nChanged 126
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Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1942193 nChanged 124
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Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1942239.625000 Penalty: 4957.551758
	Iteration 63Q: 3 clusters Score -1942240 nChanged 106
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Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2090 members 
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Score: -1942285.875000 Penalty: 4957.551758
	Iteration 64Q: 3 clusters Score -1942286 nChanged 108
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Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1942329.000000 Penalty: 4957.551758
	Iteration 65Q: 3 clusters Score -1942329 nChanged 92
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Mstep: Class 1 contains 20026 members 
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Score: -1942367.625000 Penalty: 4957.551758
	Iteration 66Q: 3 clusters Score -1942368 nChanged 80
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Mstep: Class 1 contains 20104 members 
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	Iteration 67Q: 3 clusters Score -1942397 nChanged 80
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Mstep: Class 1 contains 20182 members 
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	Iteration 68Q: 3 clusters Score -1942426 nChanged 75
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Mstep: Class 1 contains 20255 members 
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	Iteration 69Q: 3 clusters Score -1942447 nChanged 61
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Mstep: Class 1 contains 20316 members 
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	Iteration 70Q: 3 clusters Score -1942472 nChanged 70
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Mstep: Class 1 contains 20386 members 
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	Iteration 71Q: 3 clusters Score -1942492 nChanged 79
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Mstep: Class 1 contains 20461 members 
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Entering Unmasked Estep 
Score: -1942525.875000 Penalty: 4957.551758
	Iteration 72Q: 3 clusters Score -1942526 nChanged 83
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Mstep: Class 1 contains 20544 members 
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	Iteration 73Q: 3 clusters Score -1942576 nChanged 76
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Mstep: Class 1 contains 20620 members 
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Entering Unmasked Estep 
Score: -1942609.625000 Penalty: 4957.551758
	Iteration 74Q: 3 clusters Score -1942610 nChanged 65
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Mstep: Class 1 contains 20683 members 
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Score: -1942638.875000 Penalty: 4957.551758
	Iteration 75Q: 3 clusters Score -1942639 nChanged 65
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Mstep: Class 1 contains 20742 members 
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	Iteration 76Q: 3 clusters Score -1942670 nChanged 60
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Mstep: Class 1 contains 20800 members 
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	Iteration 77Q: 3 clusters Score -1942701 nChanged 59
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Mstep: Class 1 contains 20857 members 
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	Iteration 78Q: 3 clusters Score -1942731 nChanged 51
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Mstep: Class 1 contains 20908 members 
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	Iteration 79Q: 3 clusters Score -1942756 nChanged 40
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Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 972 members 
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	Iteration 80F: 3 clusters Score -1942772 nChanged 42
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Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 930 members 
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	Iteration 81Q: 3 clusters Score -1942788 nChanged 26
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Mstep: Class 1 contains 21014 members 
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	Iteration 82Q: 3 clusters Score -1942796 nChanged 24
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Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 880 members 
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Score: -1942813.000000 Penalty: 4957.551758
	Iteration 83Q: 3 clusters Score -1942813 nChanged 24
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Mstep: Class 1 contains 21060 members 
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Score: -1942817.250000 Penalty: 4957.551758
	Iteration 84Q: 3 clusters Score -1942817 nChanged 23
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Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 835 members 
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Score: -1942827.000000 Penalty: 4957.551758
	Iteration 85Q: 3 clusters Score -1942827 nChanged 17
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Mstep: Class 1 contains 21100 members 
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Score: -1942840.750000 Penalty: 4957.551758
	Iteration 86Q: 3 clusters Score -1942841 nChanged 15
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Mstep: Class 1 contains 21115 members 
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	Iteration 87Q: 3 clusters Score -1942846 nChanged 15
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Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 792 members 
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Score: -1942858.625000 Penalty: 4957.551758
	Iteration 88Q: 3 clusters Score -1942859 nChanged 14
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Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 778 members 
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Score: -1942865.000000 Penalty: 4957.551758
	Iteration 89Q: 3 clusters Score -1942865 nChanged 18
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Mstep: Class 1 contains 21158 members 
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Score: -1942878.625000 Penalty: 4957.551758
	Iteration 90Q: 3 clusters Score -1942879 nChanged 16
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Mstep: Class 1 contains 21174 members 
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Score: -1942891.250000 Penalty: 4957.551758
	Iteration 91Q: 3 clusters Score -1942891 nChanged 23
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Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1942902.250000 Penalty: 4957.551758
	Iteration 92Q: 3 clusters Score -1942902 nChanged 14
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Mstep: Class 1 contains 21205 members 
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Entering Unmasked Estep 
Score: -1942912.875000 Penalty: 4957.551758
	Iteration 93Q: 3 clusters Score -1942913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1942923.375000 Penalty: 4957.551758
	Iteration 94Q: 3 clusters Score -1942923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1942928.625000 Penalty: 4957.551758
	Iteration 95Q: 3 clusters Score -1942929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1942934.375000 Penalty: 4957.551758
	Iteration 96Q: 3 clusters Score -1942934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1942940.500000 Penalty: 4957.551758
	Iteration 97Q: 3 clusters Score -1942940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1942948.125000 Penalty: 4957.551758
	Iteration 98Q: 3 clusters Score -1942948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1942948.000000 Penalty: 4957.551758
	Iteration 99Q: 3 clusters Score -1942948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1942956.125000 Penalty: 4957.551758
	Iteration 100F: 3 clusters Score -1942956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1942957.625000 Penalty: 4957.551758
	Iteration 101Q: 3 clusters Score -1942958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1942959.500000 Penalty: 4957.551758
	Iteration 102Q: 3 clusters Score -1942960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1942964.375000 Penalty: 4957.551758
	Iteration 103Q: 3 clusters Score -1942964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1942975.250000 Penalty: 4957.551758
	Iteration 104Q: 3 clusters Score -1942975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1942978.375000 Penalty: 4957.551758
	Iteration 105Q: 3 clusters Score -1942978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1942983.750000 Penalty: 4957.551758
	Iteration 106Q: 3 clusters Score -1942984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1942984.875000 Penalty: 4957.551758
	Iteration 107Q: 3 clusters Score -1942985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1942985.750000 Penalty: 4957.551758
	Iteration 108Q: 3 clusters Score -1942986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1942990.000000 Penalty: 4957.551758
	Iteration 109Q: 3 clusters Score -1942990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1942997.250000 Penalty: 4957.551758
	Iteration 110Q: 3 clusters Score -1942997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1943007.750000 Penalty: 4957.551758
	Iteration 111Q: 3 clusters Score -1943008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1943011.250000 Penalty: 4957.551758
	Iteration 112Q: 3 clusters Score -1943011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1943019.500000 Penalty: 4957.551758
	Iteration 113Q: 3 clusters Score -1943020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1943022.125000 Penalty: 4957.551758
	Iteration 114Q: 3 clusters Score -1943022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1943023.375000 Penalty: 4957.551758
	Iteration 115Q: 3 clusters Score -1943023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1943024.000000 Penalty: 4957.551758
	Iteration 116Q: 3 clusters Score -1943024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1943028.125000 Penalty: 4957.551758
	Iteration 117Q: 3 clusters Score -1943028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1943028.000000 Penalty: 4957.551758
	Iteration 118Q: 3 clusters Score -1943028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1943029.625000 Penalty: 4957.551758
	Iteration 119Q: 3 clusters Score -1943030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1943032.000000 Penalty: 4957.551758
	Iteration 120F: 3 clusters Score -1943032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1943036.750000 Penalty: 4957.551758
	Iteration 121Q: 3 clusters Score -1943037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1943039.500000 Penalty: 4957.551758
	Iteration 122Q: 3 clusters Score -1943040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1943039.000000 Penalty: 4957.551758
	Iteration 123Q: 3 clusters Score -1943039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1943043.875000 Penalty: 4957.551758
	Iteration 124Q: 3 clusters Score -1943044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1943046.625000 Penalty: 4957.551758
	Iteration 125Q: 3 clusters Score -1943047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1943044.625000 Penalty: 4957.551758
	Iteration 126Q: 3 clusters Score -1943045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1943047.375000 Penalty: 4957.551758
	Iteration 127Q: 3 clusters Score -1943047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1943047.375000 Penalty: 4957.551758
	Iteration 128Q: 3 clusters Score -1943047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1943048.250000 Penalty: 4957.551758
	Iteration 129Q: 3 clusters Score -1943048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1943051.375000 Penalty: 4957.551758
	Iteration 130Q: 3 clusters Score -1943051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1943052.000000 Penalty: 4957.551758
	Iteration 131Q: 3 clusters Score -1943052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1943053.125000 Penalty: 4957.551758
	Iteration 132Q: 3 clusters Score -1943053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1943054.375000 Penalty: 4957.551758
	Iteration 133Q: 3 clusters Score -1943054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1943054.375000 Penalty: 4957.551758
	Iteration 134F: 3 clusters Score -1943054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Entering Unmasked Estep 
Score: -3356820.250000 Penalty: 2606.882080
	Iteration 0F: 2 clusters Score -3356820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3331774.750000 Penalty: 5213.764160
	Iteration 0F: 3 clusters Score -3331775 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3341039.000000 Penalty: 5213.764160
	Iteration 1F: 3 clusters Score -3341039 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3341520.250000 Penalty: 5213.764160
	Iteration 2Q: 3 clusters Score -3341520 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3341953.750000 Penalty: 5213.764160
	Iteration 3Q: 3 clusters Score -3341954 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3342341.000000 Penalty: 5213.764160
	Iteration 4Q: 3 clusters Score -3342341 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3342681.500000 Penalty: 5213.764160
	Iteration 5Q: 3 clusters Score -3342682 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3343061.500000 Penalty: 5213.764160
	Iteration 6Q: 3 clusters Score -3343062 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3343468.500000 Penalty: 5213.764160
	Iteration 7Q: 3 clusters Score -3343468 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3343967.250000 Penalty: 5213.764160
	Iteration 8Q: 3 clusters Score -3343967 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3344636.500000 Penalty: 5213.764160
	Iteration 9Q: 3 clusters Score -3344636 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3345533.000000 Penalty: 5213.764160
	Iteration 10Q: 3 clusters Score -3345533 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3346691.750000 Penalty: 5213.764160
	Iteration 11Q: 3 clusters Score -3346692 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3347960.750000 Penalty: 5213.764160
	Iteration 12Q: 3 clusters Score -3347961 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3349237.000000 Penalty: 5213.764160
	Iteration 13Q: 3 clusters Score -3349237 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3350325.500000 Penalty: 5213.764160
	Iteration 14Q: 3 clusters Score -3350326 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3351162.000000 Penalty: 5213.764160
	Iteration 15Q: 3 clusters Score -3351162 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3351782.000000 Penalty: 5213.764160
	Iteration 16Q: 3 clusters Score -3351782 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3352305.250000 Penalty: 5213.764160
	Iteration 17Q: 3 clusters Score -3352305 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3352692.750000 Penalty: 5213.764160
	Iteration 18Q: 3 clusters Score -3352693 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3353001.500000 Penalty: 5213.764160
	Iteration 19Q: 3 clusters Score -3353002 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3353279.000000 Penalty: 5213.764160
	Iteration 20F: 3 clusters Score -3353279 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3353553.000000 Penalty: 5213.764160
	Iteration 21Q: 3 clusters Score -3353553 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3353726.000000 Penalty: 5213.764160
	Iteration 22Q: 3 clusters Score -3353726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3353896.500000 Penalty: 5213.764160
	Iteration 23Q: 3 clusters Score -3353896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3354051.000000 Penalty: 5213.764160
	Iteration 24Q: 3 clusters Score -3354051 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3354159.500000 Penalty: 5213.764160
	Iteration 25Q: 3 clusters Score -3354160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3354238.250000 Penalty: 5213.764160
	Iteration 26Q: 3 clusters Score -3354238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3354301.250000 Penalty: 5213.764160
	Iteration 27Q: 3 clusters Score -3354301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3354351.500000 Penalty: 5213.764160
	Iteration 28Q: 3 clusters Score -3354352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3354383.750000 Penalty: 5213.764160
	Iteration 29Q: 3 clusters Score -3354384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3354407.750000 Penalty: 5213.764160
	Iteration 30Q: 3 clusters Score -3354408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3354424.000000 Penalty: 5213.764160
	Iteration 31Q: 3 clusters Score -3354424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3354450.500000 Penalty: 5213.764160
	Iteration 32Q: 3 clusters Score -3354450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3354456.750000 Penalty: 5213.764160
	Iteration 33Q: 3 clusters Score -3354457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3354471.750000 Penalty: 5213.764160
	Iteration 34Q: 3 clusters Score -3354472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3354477.250000 Penalty: 5213.764160
	Iteration 35Q: 3 clusters Score -3354477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3354485.750000 Penalty: 5213.764160
	Iteration 36Q: 3 clusters Score -3354486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3354489.500000 Penalty: 5213.764160
	Iteration 37Q: 3 clusters Score -3354490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3354493.250000 Penalty: 5213.764160
	Iteration 38Q: 3 clusters Score -3354493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3354501.250000 Penalty: 5213.764160
	Iteration 39Q: 3 clusters Score -3354501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3354506.000000 Penalty: 5213.764160
	Iteration 40F: 3 clusters Score -3354506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3354505.250000 Penalty: 5213.764160
	Iteration 41Q: 3 clusters Score -3354505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3354512.500000 Penalty: 5213.764160
	Iteration 42Q: 3 clusters Score -3354512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3354514.750000 Penalty: 5213.764160
	Iteration 43Q: 3 clusters Score -3354515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3354514.500000 Penalty: 5213.764160
	Iteration 44Q: 3 clusters Score -3354514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3354517.750000 Penalty: 5213.764160
	Iteration 45Q: 3 clusters Score -3354518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3354517.750000 Penalty: 5213.764160
	Iteration 46Q: 3 clusters Score -3354518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3354517.750000 Penalty: 5213.764160
	Iteration 47F: 3 clusters Score -3354518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (210075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210075 members 
Entering Unmasked Estep 
Score: -18447502.000000 Penalty: 3039.294434
	Iteration 0F: 2 clusters Score -1.84475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104720 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -18306878.000000 Penalty: 6078.588867
	Iteration 0F: 3 clusters Score -1.830688e+07 nChanged 100785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
Score: -18365694.000000 Penalty: 6078.588867
	Iteration 1F: 3 clusters Score -1.836569e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -18367448.000000 Penalty: 6078.588867
	Iteration 2Q: 3 clusters Score -1.836745e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
Score: -18370202.000000 Penalty: 6078.588867
	Iteration 3Q: 3 clusters Score -1.83702e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -18374784.000000 Penalty: 6078.588867
	Iteration 4Q: 3 clusters Score -1.837478e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -18383256.000000 Penalty: 6078.588867
	Iteration 5F: 3 clusters Score -1.838326e+07 nChanged 17306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 160646 members 
Entering Unmasked Estep 
Score: -18396854.000000 Penalty: 6078.588867
	Iteration 6F: 3 clusters Score -1.839685e+07 nChanged 19188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 179798 members 
Entering Unmasked Estep 
Score: -18414698.000000 Penalty: 6078.588867
	Iteration 7F: 3 clusters Score -1.84147e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 195960 members 
Entering Unmasked Estep 
Score: -18431062.000000 Penalty: 6078.588867
	Iteration 8F: 3 clusters Score -1.843106e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -18440144.000000 Penalty: 6078.588867
	Iteration 9Q: 3 clusters Score -1.844014e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 208400 members 
Entering Unmasked Estep 
Score: -18443290.000000 Penalty: 6078.588867
	Iteration 10Q: 3 clusters Score -1.844329e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 209389 members 
Entering Unmasked Estep 
Score: -18444204.000000 Penalty: 6078.588867
	Iteration 11Q: 3 clusters Score -1.84442e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 209652 members 
Entering Unmasked Estep 
Score: -18444502.000000 Penalty: 6078.588867
	Iteration 12Q: 3 clusters Score -1.84445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 209727 members 
Entering Unmasked Estep 
Score: -18444636.000000 Penalty: 6078.588867
	Iteration 13Q: 3 clusters Score -1.844464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209750 members 
Entering Unmasked Estep 
Score: -18444686.000000 Penalty: 6078.588867
	Iteration 14Q: 3 clusters Score -1.844469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 209760 members 
Entering Unmasked Estep 
Score: -18444730.000000 Penalty: 6078.588867
	Iteration 15Q: 3 clusters Score -1.844473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209766 members 
Entering Unmasked Estep 
Score: -18444762.000000 Penalty: 6078.588867
	Iteration 16Q: 3 clusters Score -1.844476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209766 members 
Entering Unmasked Estep 
Score: -18444766.000000 Penalty: 6078.588867
	Iteration 17Q: 3 clusters Score -1.844477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 209764 members 
Entering Unmasked Estep 
Score: -18444768.000000 Penalty: 6078.588867
	Iteration 18Q: 3 clusters Score -1.844477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 209769 members 
Entering Unmasked Estep 
Score: -18444790.000000 Penalty: 6078.588867
	Iteration 19Q: 3 clusters Score -1.844479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 209770 members 
Entering Unmasked Estep 
Score: -18444776.000000 Penalty: 6078.588867
	Iteration 20F: 3 clusters Score -1.844478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 209771 members 
Entering Unmasked Estep 
Score: -18444796.000000 Penalty: 6078.588867
	Iteration 21Q: 3 clusters Score -1.84448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 209773 members 
Entering Unmasked Estep 
Score: -18444814.000000 Penalty: 6078.588867
	Iteration 22Q: 3 clusters Score -1.844481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 209775 members 
Entering Unmasked Estep 
Score: -18444806.000000 Penalty: 6078.588867
	Iteration 23Q: 3 clusters Score -1.844481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 209779 members 
Entering Unmasked Estep 
Score: -18444806.000000 Penalty: 6078.588867
	Iteration 24Q: 3 clusters Score -1.844481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 209779 members 
Entering Unmasked Estep 
Score: -18444806.000000 Penalty: 6078.588867
	Iteration 25F: 3 clusters Score -1.844481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Entering Unmasked Estep 
Score: -13425021.000000 Penalty: 2954.544434
	Iteration 0F: 2 clusters Score -1.342502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -13324922.000000 Penalty: 5909.088867
	Iteration 0F: 3 clusters Score -1.332492e+07 nChanged 71500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -13366377.000000 Penalty: 5909.088867
	Iteration 1F: 3 clusters Score -1.336638e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -13367465.000000 Penalty: 5909.088867
	Iteration 2Q: 3 clusters Score -1.336746e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -13369026.000000 Penalty: 5909.088867
	Iteration 3Q: 3 clusters Score -1.336903e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -13371107.000000 Penalty: 5909.088867
	Iteration 4Q: 3 clusters Score -1.337111e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -13373837.000000 Penalty: 5909.088867
	Iteration 5Q: 3 clusters Score -1.337384e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -13377221.000000 Penalty: 5909.088867
	Iteration 6F: 3 clusters Score -1.337722e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -13381439.000000 Penalty: 5909.088867
	Iteration 7F: 3 clusters Score -1.338144e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -13386120.000000 Penalty: 5909.088867
	Iteration 8F: 3 clusters Score -1.338612e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -13390687.000000 Penalty: 5909.088867
	Iteration 9F: 3 clusters Score -1.339069e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -13395436.000000 Penalty: 5909.088867
	Iteration 10Q: 3 clusters Score -1.339544e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -13400037.000000 Penalty: 5909.088867
	Iteration 11Q: 3 clusters Score -1.340004e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -13404214.000000 Penalty: 5909.088867
	Iteration 12Q: 3 clusters Score -1.340421e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -13407551.000000 Penalty: 5909.088867
	Iteration 13Q: 3 clusters Score -1.340755e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126071 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -13409973.000000 Penalty: 5909.088867
	Iteration 14Q: 3 clusters Score -1.340997e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -13411763.000000 Penalty: 5909.088867
	Iteration 15Q: 3 clusters Score -1.341176e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -13413215.000000 Penalty: 5909.088867
	Iteration 16Q: 3 clusters Score -1.341322e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -13414569.000000 Penalty: 5909.088867
	Iteration 17Q: 3 clusters Score -1.341457e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -13415824.000000 Penalty: 5909.088867
	Iteration 18Q: 3 clusters Score -1.341582e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -13417007.000000 Penalty: 5909.088867
	Iteration 19Q: 3 clusters Score -1.341701e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141354 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -13418145.000000 Penalty: 5909.088867
	Iteration 20F: 3 clusters Score -1.341814e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -13419180.000000 Penalty: 5909.088867
	Iteration 21Q: 3 clusters Score -1.341918e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -13420037.000000 Penalty: 5909.088867
	Iteration 22Q: 3 clusters Score -1.342004e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -13420804.000000 Penalty: 5909.088867
	Iteration 23Q: 3 clusters Score -1.34208e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13421377.000000 Penalty: 5909.088867
	Iteration 24Q: 3 clusters Score -1.342138e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13421755.000000 Penalty: 5909.088867
	Iteration 25Q: 3 clusters Score -1.342176e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13422075.000000 Penalty: 5909.088867
	Iteration 26Q: 3 clusters Score -1.342208e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13422222.000000 Penalty: 5909.088867
	Iteration 27Q: 3 clusters Score -1.342222e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13422325.000000 Penalty: 5909.088867
	Iteration 28Q: 3 clusters Score -1.342232e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13422408.000000 Penalty: 5909.088867
	Iteration 29Q: 3 clusters Score -1.342241e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148380 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13422433.000000 Penalty: 5909.088867
	Iteration 30Q: 3 clusters Score -1.342243e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13422494.000000 Penalty: 5909.088867
	Iteration 31Q: 3 clusters Score -1.342249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13422523.000000 Penalty: 5909.088867
	Iteration 32Q: 3 clusters Score -1.342252e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13422543.000000 Penalty: 5909.088867
	Iteration 33Q: 3 clusters Score -1.342254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13422563.000000 Penalty: 5909.088867
	Iteration 34Q: 3 clusters Score -1.342256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13422568.000000 Penalty: 5909.088867
	Iteration 35Q: 3 clusters Score -1.342257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148602 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13422580.000000 Penalty: 5909.088867
	Iteration 36Q: 3 clusters Score -1.342258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13422579.000000 Penalty: 5909.088867
	Iteration 37Q: 3 clusters Score -1.342258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13422585.000000 Penalty: 5909.088867
	Iteration 38Q: 3 clusters Score -1.342258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13422578.000000 Penalty: 5909.088867
	Iteration 39Q: 3 clusters Score -1.342258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13422584.000000 Penalty: 5909.088867
	Iteration 40F: 3 clusters Score -1.342258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148660 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13422585.000000 Penalty: 5909.088867
	Iteration 41Q: 3 clusters Score -1.342258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148661 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -13422590.000000 Penalty: 5909.088867
	Iteration 42Q: 3 clusters Score -1.342259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13422591.000000 Penalty: 5909.088867
	Iteration 43Q: 3 clusters Score -1.342259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13422598.000000 Penalty: 5909.088867
	Iteration 44Q: 3 clusters Score -1.34226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13422596.000000 Penalty: 5909.088867
	Iteration 45Q: 3 clusters Score -1.34226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13422594.000000 Penalty: 5909.088867
	Iteration 46Q: 3 clusters Score -1.342259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13422591.000000 Penalty: 5909.088867
	Iteration 47Q: 3 clusters Score -1.342259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13422591.000000 Penalty: 5909.088867
	Iteration 48F: 3 clusters Score -1.342259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Entering Unmasked Estep 
Score: -4227543.000000 Penalty: 2669.133789
	Iteration 0F: 2 clusters Score -4227543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4195576.500000 Penalty: 5338.267578
	Iteration 0F: 3 clusters Score -4195576 nChanged 21785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -4207749.500000 Penalty: 5338.267578
	Iteration 1F: 3 clusters Score -4207750 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -4208380.000000 Penalty: 5338.267578
	Iteration 2Q: 3 clusters Score -4208380 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4209099.500000 Penalty: 5338.267578
	Iteration 3Q: 3 clusters Score -4209100 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -4209881.500000 Penalty: 5338.267578
	Iteration 4Q: 3 clusters Score -4209882 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4210937.000000 Penalty: 5338.267578
	Iteration 5Q: 3 clusters Score -4210937 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4212477.000000 Penalty: 5338.267578
	Iteration 6F: 3 clusters Score -4212477 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4214737.500000 Penalty: 5338.267578
	Iteration 7F: 3 clusters Score -4214738 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4217513.000000 Penalty: 5338.267578
	Iteration 8F: 3 clusters Score -4217513 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4220251.500000 Penalty: 5338.267578
	Iteration 9F: 3 clusters Score -4220252 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -4222440.500000 Penalty: 5338.267578
	Iteration 10F: 3 clusters Score -4222440 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -4223799.000000 Penalty: 5338.267578
	Iteration 11Q: 3 clusters Score -4223799 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -4224572.000000 Penalty: 5338.267578
	Iteration 12Q: 3 clusters Score -4224572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -4224945.000000 Penalty: 5338.267578
	Iteration 13Q: 3 clusters Score -4224945 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -4225142.000000 Penalty: 5338.267578
	Iteration 14Q: 3 clusters Score -4225142 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -4225259.500000 Penalty: 5338.267578
	Iteration 15Q: 3 clusters Score -4225260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -4225323.000000 Penalty: 5338.267578
	Iteration 16Q: 3 clusters Score -4225323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -4225365.500000 Penalty: 5338.267578
	Iteration 17Q: 3 clusters Score -4225366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -4225410.000000 Penalty: 5338.267578
	Iteration 18Q: 3 clusters Score -4225410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -4225440.500000 Penalty: 5338.267578
	Iteration 19Q: 3 clusters Score -4225440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -4225443.000000 Penalty: 5338.267578
	Iteration 20F: 3 clusters Score -4225443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -4225454.500000 Penalty: 5338.267578
	Iteration 21Q: 3 clusters Score -4225454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -4225466.500000 Penalty: 5338.267578
	Iteration 22Q: 3 clusters Score -4225466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -4225483.500000 Penalty: 5338.267578
	Iteration 23Q: 3 clusters Score -4225484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -4225483.000000 Penalty: 5338.267578
	Iteration 24Q: 3 clusters Score -4225483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -4225485.000000 Penalty: 5338.267578
	Iteration 25Q: 3 clusters Score -4225485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -4225487.000000 Penalty: 5338.267578
	Iteration 26Q: 3 clusters Score -4225487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -4225489.000000 Penalty: 5338.267578
	Iteration 27Q: 3 clusters Score -4225489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -4225492.000000 Penalty: 5338.267578
	Iteration 28Q: 3 clusters Score -4225492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -4225493.500000 Penalty: 5338.267578
	Iteration 29Q: 3 clusters Score -4225494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -4225493.500000 Penalty: 5338.267578
	Iteration 30F: 3 clusters Score -4225494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Entering Unmasked Estep 
Score: -1371029.250000 Penalty: 2404.768555
	Iteration 0F: 2 clusters Score -1371029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1359246.250000 Penalty: 4809.537109
	Iteration 0F: 3 clusters Score -1359246 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1363311.500000 Penalty: 4809.537109
	Iteration 1F: 3 clusters Score -1363312 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1363829.750000 Penalty: 4809.537109
	Iteration 2F: 3 clusters Score -1363830 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1364285.875000 Penalty: 4809.537109
	Iteration 3F: 3 clusters Score -1364286 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1364806.875000 Penalty: 4809.537109
	Iteration 4F: 3 clusters Score -1364807 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1365429.875000 Penalty: 4809.537109
	Iteration 5F: 3 clusters Score -1365430 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1366249.375000 Penalty: 4809.537109
	Iteration 6F: 3 clusters Score -1366249 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1367206.000000 Penalty: 4809.537109
	Iteration 7F: 3 clusters Score -1367206 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1368259.500000 Penalty: 4809.537109
	Iteration 8F: 3 clusters Score -1368260 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1369223.250000 Penalty: 4809.537109
	Iteration 9F: 3 clusters Score -1369223 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1369885.375000 Penalty: 4809.537109
	Iteration 10Q: 3 clusters Score -1369885 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1370230.000000 Penalty: 4809.537109
	Iteration 11Q: 3 clusters Score -1370230 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1370420.500000 Penalty: 4809.537109
	Iteration 12Q: 3 clusters Score -1370420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1370506.125000 Penalty: 4809.537109
	Iteration 13Q: 3 clusters Score -1370506 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1370568.500000 Penalty: 4809.537109
	Iteration 14Q: 3 clusters Score -1370568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1370615.625000 Penalty: 4809.537109
	Iteration 15Q: 3 clusters Score -1370616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1370637.375000 Penalty: 4809.537109
	Iteration 16Q: 3 clusters Score -1370637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1370659.875000 Penalty: 4809.537109
	Iteration 17Q: 3 clusters Score -1370660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1370674.250000 Penalty: 4809.537109
	Iteration 18Q: 3 clusters Score -1370674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1370695.500000 Penalty: 4809.537109
	Iteration 19Q: 3 clusters Score -1370696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1370708.625000 Penalty: 4809.537109
	Iteration 20F: 3 clusters Score -1370709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1370722.000000 Penalty: 4809.537109
	Iteration 21Q: 3 clusters Score -1370722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1370728.375000 Penalty: 4809.537109
	Iteration 22Q: 3 clusters Score -1370728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1370733.500000 Penalty: 4809.537109
	Iteration 23Q: 3 clusters Score -1370734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1370729.625000 Penalty: 4809.537109
	Iteration 24Q: 3 clusters Score -1370730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1370734.250000 Penalty: 4809.537109
	Iteration 25Q: 3 clusters Score -1370734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1370735.000000 Penalty: 4809.537109
	Iteration 26Q: 3 clusters Score -1370735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1370736.250000 Penalty: 4809.537109
	Iteration 27Q: 3 clusters Score -1370736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1370736.500000 Penalty: 4809.537109
	Iteration 28Q: 3 clusters Score -1370736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1370736.125000 Penalty: 4809.537109
	Iteration 29Q: 3 clusters Score -1370736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1370736.250000 Penalty: 4809.537109
	Iteration 30Q: 3 clusters Score -1370736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1370736.375000 Penalty: 4809.537109
	Iteration 31Q: 3 clusters Score -1370736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1370738.500000 Penalty: 4809.537109
	Iteration 32Q: 3 clusters Score -1370738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1370735.500000 Penalty: 4809.537109
	Iteration 33Q: 3 clusters Score -1370736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1370737.875000 Penalty: 4809.537109
	Iteration 34Q: 3 clusters Score -1370738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1370737.875000 Penalty: 4809.537109
	Iteration 35F: 3 clusters Score -1370738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Entering Unmasked Estep 
Score: -2434716.250000 Penalty: 2538.622559
	Iteration 0F: 2 clusters Score -2434716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2415553.000000 Penalty: 5077.245117
	Iteration 0F: 3 clusters Score -2415553 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2422452.500000 Penalty: 5077.245117
	Iteration 1F: 3 clusters Score -2422452 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2423019.500000 Penalty: 5077.245117
	Iteration 2F: 3 clusters Score -2423020 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2423593.250000 Penalty: 5077.245117
	Iteration 3Q: 3 clusters Score -2423593 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2424198.250000 Penalty: 5077.245117
	Iteration 4Q: 3 clusters Score -2424198 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2424842.000000 Penalty: 5077.245117
	Iteration 5Q: 3 clusters Score -2424842 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2425551.500000 Penalty: 5077.245117
	Iteration 6Q: 3 clusters Score -2425552 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2426349.250000 Penalty: 5077.245117
	Iteration 7F: 3 clusters Score -2426349 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2427288.000000 Penalty: 5077.245117
	Iteration 8F: 3 clusters Score -2427288 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2428324.250000 Penalty: 5077.245117
	Iteration 9F: 3 clusters Score -2428324 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2429228.250000 Penalty: 5077.245117
	Iteration 10F: 3 clusters Score -2429228 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2429852.750000 Penalty: 5077.245117
	Iteration 11Q: 3 clusters Score -2429853 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2430256.500000 Penalty: 5077.245117
	Iteration 12Q: 3 clusters Score -2430256 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2430554.250000 Penalty: 5077.245117
	Iteration 13Q: 3 clusters Score -2430554 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2430758.750000 Penalty: 5077.245117
	Iteration 14Q: 3 clusters Score -2430759 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2430916.750000 Penalty: 5077.245117
	Iteration 15Q: 3 clusters Score -2430917 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2431034.500000 Penalty: 5077.245117
	Iteration 16Q: 3 clusters Score -2431034 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2431135.750000 Penalty: 5077.245117
	Iteration 17Q: 3 clusters Score -2431136 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2431209.000000 Penalty: 5077.245117
	Iteration 18Q: 3 clusters Score -2431209 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2431298.750000 Penalty: 5077.245117
	Iteration 19Q: 3 clusters Score -2431299 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2431411.750000 Penalty: 5077.245117
	Iteration 20F: 3 clusters Score -2431412 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2431511.000000 Penalty: 5077.245117
	Iteration 21Q: 3 clusters Score -2431511 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2431611.750000 Penalty: 5077.245117
	Iteration 22Q: 3 clusters Score -2431612 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2431691.750000 Penalty: 5077.245117
	Iteration 23Q: 3 clusters Score -2431692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2431779.750000 Penalty: 5077.245117
	Iteration 24Q: 3 clusters Score -2431780 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2431856.000000 Penalty: 5077.245117
	Iteration 25Q: 3 clusters Score -2431856 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2431934.000000 Penalty: 5077.245117
	Iteration 26Q: 3 clusters Score -2431934 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2431995.250000 Penalty: 5077.245117
	Iteration 27Q: 3 clusters Score -2431995 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2432061.250000 Penalty: 5077.245117
	Iteration 28Q: 3 clusters Score -2432061 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2432110.500000 Penalty: 5077.245117
	Iteration 29Q: 3 clusters Score -2432110 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2432139.250000 Penalty: 5077.245117
	Iteration 30Q: 3 clusters Score -2432139 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2432194.250000 Penalty: 5077.245117
	Iteration 31Q: 3 clusters Score -2432194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2432248.750000 Penalty: 5077.245117
	Iteration 32Q: 3 clusters Score -2432249 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2432322.750000 Penalty: 5077.245117
	Iteration 33Q: 3 clusters Score -2432323 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2432367.000000 Penalty: 5077.245117
	Iteration 34Q: 3 clusters Score -2432367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2432422.000000 Penalty: 5077.245117
	Iteration 35Q: 3 clusters Score -2432422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2432512.500000 Penalty: 5077.245117
	Iteration 36Q: 3 clusters Score -2432512 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2432583.250000 Penalty: 5077.245117
	Iteration 37Q: 3 clusters Score -2432583 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2432637.750000 Penalty: 5077.245117
	Iteration 38Q: 3 clusters Score -2432638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2432685.250000 Penalty: 5077.245117
	Iteration 39Q: 3 clusters Score -2432685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2432732.250000 Penalty: 5077.245117
	Iteration 40F: 3 clusters Score -2432732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2432785.500000 Penalty: 5077.245117
	Iteration 41Q: 3 clusters Score -2432786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2432824.750000 Penalty: 5077.245117
	Iteration 42Q: 3 clusters Score -2432825 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2432860.500000 Penalty: 5077.245117
	Iteration 43Q: 3 clusters Score -2432860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2432886.000000 Penalty: 5077.245117
	Iteration 44Q: 3 clusters Score -2432886 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2432918.250000 Penalty: 5077.245117
	Iteration 45Q: 3 clusters Score -2432918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2432951.500000 Penalty: 5077.245117
	Iteration 46Q: 3 clusters Score -2432952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2432978.000000 Penalty: 5077.245117
	Iteration 47Q: 3 clusters Score -2432978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2433001.250000 Penalty: 5077.245117
	Iteration 48Q: 3 clusters Score -2433001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2433022.500000 Penalty: 5077.245117
	Iteration 49Q: 3 clusters Score -2433022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2433034.000000 Penalty: 5077.245117
	Iteration 50Q: 3 clusters Score -2433034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2433062.500000 Penalty: 5077.245117
	Iteration 51Q: 3 clusters Score -2433062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2433088.250000 Penalty: 5077.245117
	Iteration 52Q: 3 clusters Score -2433088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2433106.000000 Penalty: 5077.245117
	Iteration 53Q: 3 clusters Score -2433106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2433118.750000 Penalty: 5077.245117
	Iteration 54Q: 3 clusters Score -2433119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2433143.250000 Penalty: 5077.245117
	Iteration 55Q: 3 clusters Score -2433143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2433143.500000 Penalty: 5077.245117
	Iteration 56Q: 3 clusters Score -2433144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2433154.750000 Penalty: 5077.245117
	Iteration 57Q: 3 clusters Score -2433155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2433161.000000 Penalty: 5077.245117
	Iteration 58Q: 3 clusters Score -2433161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2433172.000000 Penalty: 5077.245117
	Iteration 59Q: 3 clusters Score -2433172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2433181.000000 Penalty: 5077.245117
	Iteration 60F: 3 clusters Score -2433181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2433189.750000 Penalty: 5077.245117
	Iteration 61Q: 3 clusters Score -2433190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2433204.750000 Penalty: 5077.245117
	Iteration 62Q: 3 clusters Score -2433205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2433207.250000 Penalty: 5077.245117
	Iteration 63Q: 3 clusters Score -2433207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2433212.250000 Penalty: 5077.245117
	Iteration 64Q: 3 clusters Score -2433212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2433222.750000 Penalty: 5077.245117
	Iteration 65Q: 3 clusters Score -2433223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -2433220.500000 Penalty: 5077.245117
	Iteration 66Q: 3 clusters Score -2433220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2433220.000000 Penalty: 5077.245117
	Iteration 67Q: 3 clusters Score -2433220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2433223.750000 Penalty: 5077.245117
	Iteration 68Q: 3 clusters Score -2433224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2433225.000000 Penalty: 5077.245117
	Iteration 69Q: 3 clusters Score -2433225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2433230.250000 Penalty: 5077.245117
	Iteration 70Q: 3 clusters Score -2433230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2433233.000000 Penalty: 5077.245117
	Iteration 71Q: 3 clusters Score -2433233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2433237.750000 Penalty: 5077.245117
	Iteration 72Q: 3 clusters Score -2433238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2433234.750000 Penalty: 5077.245117
	Iteration 73Q: 3 clusters Score -2433235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2433231.500000 Penalty: 5077.245117
	Iteration 74Q: 3 clusters Score -2433232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -2433232.250000 Penalty: 5077.245117
	Iteration 75Q: 3 clusters Score -2433232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -2433232.250000 Penalty: 5077.245117
	Iteration 76Q: 3 clusters Score -2433232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2433235.250000 Penalty: 5077.245117
	Iteration 77Q: 3 clusters Score -2433235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2433233.750000 Penalty: 5077.245117
	Iteration 78Q: 3 clusters Score -2433234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2433231.250000 Penalty: 5077.245117
	Iteration 79Q: 3 clusters Score -2433231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2433232.250000 Penalty: 5077.245117
	Iteration 80F: 3 clusters Score -2433232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -559417.250000 Penalty: 2184.401367
	Iteration 0F: 2 clusters Score -559417.2 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 3409 members 
Entering Unmasked Estep 
Score: -553804.750000 Penalty: 4368.802734
	Iteration 0F: 3 clusters Score -553804.8 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -555248.687500 Penalty: 4368.802734
	Iteration 1F: 3 clusters Score -555248.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -555567.000000 Penalty: 4368.802734
	Iteration 2F: 3 clusters Score -555567 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -555812.687500 Penalty: 4368.802734
	Iteration 3F: 3 clusters Score -555812.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -556055.375000 Penalty: 4368.802734
	Iteration 4F: 3 clusters Score -556055.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -556331.062500 Penalty: 4368.802734
	Iteration 5F: 3 clusters Score -556331.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -556642.000000 Penalty: 4368.802734
	Iteration 6F: 3 clusters Score -556642 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -557051.000000 Penalty: 4368.802734
	Iteration 7F: 3 clusters Score -557051 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -557456.250000 Penalty: 4368.802734
	Iteration 8F: 3 clusters Score -557456.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -557801.375000 Penalty: 4368.802734
	Iteration 9Q: 3 clusters Score -557801.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -558086.000000 Penalty: 4368.802734
	Iteration 10Q: 3 clusters Score -558086 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -558256.875000 Penalty: 4368.802734
	Iteration 11Q: 3 clusters Score -558256.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -558345.437500 Penalty: 4368.802734
	Iteration 12Q: 3 clusters Score -558345.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -558412.250000 Penalty: 4368.802734
	Iteration 13Q: 3 clusters Score -558412.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -558459.812500 Penalty: 4368.802734
	Iteration 14Q: 3 clusters Score -558459.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -558503.500000 Penalty: 4368.802734
	Iteration 15Q: 3 clusters Score -558503.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -558545.125000 Penalty: 4368.802734
	Iteration 16Q: 3 clusters Score -558545.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -558572.875000 Penalty: 4368.802734
	Iteration 17Q: 3 clusters Score -558572.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -558595.000000 Penalty: 4368.802734
	Iteration 18Q: 3 clusters Score -558595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -558611.000000 Penalty: 4368.802734
	Iteration 19Q: 3 clusters Score -558611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -558619.125000 Penalty: 4368.802734
	Iteration 20F: 3 clusters Score -558619.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -558626.875000 Penalty: 4368.802734
	Iteration 21Q: 3 clusters Score -558626.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -558634.250000 Penalty: 4368.802734
	Iteration 22Q: 3 clusters Score -558634.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -558640.750000 Penalty: 4368.802734
	Iteration 23Q: 3 clusters Score -558640.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -558650.312500 Penalty: 4368.802734
	Iteration 24Q: 3 clusters Score -558650.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -558662.000000 Penalty: 4368.802734
	Iteration 25Q: 3 clusters Score -558662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -558666.875000 Penalty: 4368.802734
	Iteration 26Q: 3 clusters Score -558666.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -558670.125000 Penalty: 4368.802734
	Iteration 27Q: 3 clusters Score -558670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -558671.687500 Penalty: 4368.802734
	Iteration 28Q: 3 clusters Score -558671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -558672.812500 Penalty: 4368.802734
	Iteration 29Q: 3 clusters Score -558672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -558672.812500 Penalty: 4368.802734
	Iteration 30Q: 3 clusters Score -558672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -558673.312500 Penalty: 4368.802734
	Iteration 31Q: 3 clusters Score -558673.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -558675.062500 Penalty: 4368.802734
	Iteration 32Q: 3 clusters Score -558675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -558677.000000 Penalty: 4368.802734
	Iteration 33Q: 3 clusters Score -558677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -558677.187500 Penalty: 4368.802734
	Iteration 34Q: 3 clusters Score -558677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -558677.687500 Penalty: 4368.802734
	Iteration 35Q: 3 clusters Score -558677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -558680.312500 Penalty: 4368.802734
	Iteration 36Q: 3 clusters Score -558680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -558680.750000 Penalty: 4368.802734
	Iteration 37Q: 3 clusters Score -558680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -558681.500000 Penalty: 4368.802734
	Iteration 38Q: 3 clusters Score -558681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -558682.625000 Penalty: 4368.802734
	Iteration 39Q: 3 clusters Score -558682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -558682.625000 Penalty: 4368.802734
	Iteration 40F: 3 clusters Score -558682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (132442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Entering Unmasked Estep 
Score: -12064558.000000 Penalty: 2924.887207
	Iteration 0F: 2 clusters Score -1.206456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -11975638.000000 Penalty: 5849.774414
	Iteration 0F: 3 clusters Score -1.197564e+07 nChanged 63259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -12011903.000000 Penalty: 5849.774414
	Iteration 1F: 3 clusters Score -1.20119e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 70771 members 
Entering Unmasked Estep 
Score: -12012871.000000 Penalty: 5849.774414
	Iteration 2Q: 3 clusters Score -1.201287e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -12014194.000000 Penalty: 5849.774414
	Iteration 3Q: 3 clusters Score -1.201419e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -12016026.000000 Penalty: 5849.774414
	Iteration 4Q: 3 clusters Score -1.201603e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -12019589.000000 Penalty: 5849.774414
	Iteration 5Q: 3 clusters Score -1.201959e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -12025243.000000 Penalty: 5849.774414
	Iteration 6F: 3 clusters Score -1.202524e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -12033372.000000 Penalty: 5849.774414
	Iteration 7F: 3 clusters Score -1.203337e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -12042509.000000 Penalty: 5849.774414
	Iteration 8F: 3 clusters Score -1.204251e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 118090 members 
Entering Unmasked Estep 
Score: -12050418.000000 Penalty: 5849.774414
	Iteration 9F: 3 clusters Score -1.205042e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 124273 members 
Entering Unmasked Estep 
Score: -12055792.000000 Penalty: 5849.774414
	Iteration 10Q: 3 clusters Score -1.205579e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 127988 members 
Entering Unmasked Estep 
Score: -12058918.000000 Penalty: 5849.774414
	Iteration 11Q: 3 clusters Score -1.205892e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -12060458.000000 Penalty: 5849.774414
	Iteration 12Q: 3 clusters Score -1.206046e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 130899 members 
Entering Unmasked Estep 
Score: -12061194.000000 Penalty: 5849.774414
	Iteration 13Q: 3 clusters Score -1.206119e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 131330 members 
Entering Unmasked Estep 
Score: -12061559.000000 Penalty: 5849.774414
	Iteration 14Q: 3 clusters Score -1.206156e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 131539 members 
Entering Unmasked Estep 
Score: -12061734.000000 Penalty: 5849.774414
	Iteration 15Q: 3 clusters Score -1.206173e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -12061850.000000 Penalty: 5849.774414
	Iteration 16Q: 3 clusters Score -1.206185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 131738 members 
Entering Unmasked Estep 
Score: -12061927.000000 Penalty: 5849.774414
	Iteration 17Q: 3 clusters Score -1.206193e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 131786 members 
Entering Unmasked Estep 
Score: -12061966.000000 Penalty: 5849.774414
	Iteration 18Q: 3 clusters Score -1.206197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 131813 members 
Entering Unmasked Estep 
Score: -12062006.000000 Penalty: 5849.774414
	Iteration 19Q: 3 clusters Score -1.206201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -12062034.000000 Penalty: 5849.774414
	Iteration 20F: 3 clusters Score -1.206203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -12062052.000000 Penalty: 5849.774414
	Iteration 21Q: 3 clusters Score -1.206205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 131844 members 
Entering Unmasked Estep 
Score: -12062065.000000 Penalty: 5849.774414
	Iteration 22Q: 3 clusters Score -1.206206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -12062087.000000 Penalty: 5849.774414
	Iteration 23Q: 3 clusters Score -1.206209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 131849 members 
Entering Unmasked Estep 
Score: -12062098.000000 Penalty: 5849.774414
	Iteration 24Q: 3 clusters Score -1.20621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 131853 members 
Entering Unmasked Estep 
Score: -12062100.000000 Penalty: 5849.774414
	Iteration 25Q: 3 clusters Score -1.20621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -12062107.000000 Penalty: 5849.774414
	Iteration 26Q: 3 clusters Score -1.206211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -12062109.000000 Penalty: 5849.774414
	Iteration 27Q: 3 clusters Score -1.206211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -12062112.000000 Penalty: 5849.774414
	Iteration 28Q: 3 clusters Score -1.206211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -12062112.000000 Penalty: 5849.774414
	Iteration 29F: 3 clusters Score -1.206211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Entering Unmasked Estep 
Score: -1292720.500000 Penalty: 2375.283936
	Iteration 0F: 2 clusters Score -1292720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1282274.500000 Penalty: 4750.567871
	Iteration 0F: 3 clusters Score -1282274 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1285593.000000 Penalty: 4750.567871
	Iteration 1F: 3 clusters Score -1285593 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1286003.750000 Penalty: 4750.567871
	Iteration 2F: 3 clusters Score -1286004 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1286426.625000 Penalty: 4750.567871
	Iteration 3F: 3 clusters Score -1286427 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1286821.125000 Penalty: 4750.567871
	Iteration 4Q: 3 clusters Score -1286821 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1287160.750000 Penalty: 4750.567871
	Iteration 5Q: 3 clusters Score -1287161 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1287455.125000 Penalty: 4750.567871
	Iteration 6Q: 3 clusters Score -1287455 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1287709.500000 Penalty: 4750.567871
	Iteration 7Q: 3 clusters Score -1287710 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1287932.125000 Penalty: 4750.567871
	Iteration 8Q: 3 clusters Score -1287932 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1288116.000000 Penalty: 4750.567871
	Iteration 9Q: 3 clusters Score -1288116 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1288284.750000 Penalty: 4750.567871
	Iteration 10Q: 3 clusters Score -1288285 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1288406.375000 Penalty: 4750.567871
	Iteration 11Q: 3 clusters Score -1288406 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1288511.125000 Penalty: 4750.567871
	Iteration 12Q: 3 clusters Score -1288511 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1288607.375000 Penalty: 4750.567871
	Iteration 13Q: 3 clusters Score -1288607 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1288690.625000 Penalty: 4750.567871
	Iteration 14Q: 3 clusters Score -1288691 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1288773.125000 Penalty: 4750.567871
	Iteration 15Q: 3 clusters Score -1288773 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1288839.375000 Penalty: 4750.567871
	Iteration 16Q: 3 clusters Score -1288839 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1288909.875000 Penalty: 4750.567871
	Iteration 17Q: 3 clusters Score -1288910 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1288989.500000 Penalty: 4750.567871
	Iteration 18Q: 3 clusters Score -1288990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1289071.000000 Penalty: 4750.567871
	Iteration 19Q: 3 clusters Score -1289071 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1289138.375000 Penalty: 4750.567871
	Iteration 20F: 3 clusters Score -1289138 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1289200.375000 Penalty: 4750.567871
	Iteration 21Q: 3 clusters Score -1289200 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1289265.500000 Penalty: 4750.567871
	Iteration 22Q: 3 clusters Score -1289266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1289320.500000 Penalty: 4750.567871
	Iteration 23Q: 3 clusters Score -1289320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1289370.250000 Penalty: 4750.567871
	Iteration 24Q: 3 clusters Score -1289370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1289415.500000 Penalty: 4750.567871
	Iteration 25Q: 3 clusters Score -1289416 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1289460.875000 Penalty: 4750.567871
	Iteration 26Q: 3 clusters Score -1289461 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1289509.375000 Penalty: 4750.567871
	Iteration 27Q: 3 clusters Score -1289509 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1289552.125000 Penalty: 4750.567871
	Iteration 28Q: 3 clusters Score -1289552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1289597.875000 Penalty: 4750.567871
	Iteration 29Q: 3 clusters Score -1289598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1289645.125000 Penalty: 4750.567871
	Iteration 30Q: 3 clusters Score -1289645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1289675.000000 Penalty: 4750.567871
	Iteration 31Q: 3 clusters Score -1289675 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1289701.375000 Penalty: 4750.567871
	Iteration 32Q: 3 clusters Score -1289701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1289749.000000 Penalty: 4750.567871
	Iteration 33Q: 3 clusters Score -1289749 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1289771.625000 Penalty: 4750.567871
	Iteration 34Q: 3 clusters Score -1289772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1289789.625000 Penalty: 4750.567871
	Iteration 35Q: 3 clusters Score -1289790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1289806.750000 Penalty: 4750.567871
	Iteration 36Q: 3 clusters Score -1289807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1289814.125000 Penalty: 4750.567871
	Iteration 37Q: 3 clusters Score -1289814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1289821.375000 Penalty: 4750.567871
	Iteration 38Q: 3 clusters Score -1289821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1289826.000000 Penalty: 4750.567871
	Iteration 39Q: 3 clusters Score -1289826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1289832.125000 Penalty: 4750.567871
	Iteration 40F: 3 clusters Score -1289832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1289831.875000 Penalty: 4750.567871
	Iteration 41Q: 3 clusters Score -1289832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1289837.250000 Penalty: 4750.567871
	Iteration 42Q: 3 clusters Score -1289837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1289842.875000 Penalty: 4750.567871
	Iteration 43Q: 3 clusters Score -1289843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1289840.625000 Penalty: 4750.567871
	Iteration 44Q: 3 clusters Score -1289841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1289847.375000 Penalty: 4750.567871
	Iteration 45Q: 3 clusters Score -1289847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1289849.375000 Penalty: 4750.567871
	Iteration 46Q: 3 clusters Score -1289849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1289851.875000 Penalty: 4750.567871
	Iteration 47Q: 3 clusters Score -1289852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1289855.250000 Penalty: 4750.567871
	Iteration 48Q: 3 clusters Score -1289855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1289856.250000 Penalty: 4750.567871
	Iteration 49Q: 3 clusters Score -1289856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1289857.000000 Penalty: 4750.567871
	Iteration 50Q: 3 clusters Score -1289857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1289864.000000 Penalty: 4750.567871
	Iteration 51Q: 3 clusters Score -1289864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1289870.125000 Penalty: 4750.567871
	Iteration 52Q: 3 clusters Score -1289870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1289877.375000 Penalty: 4750.567871
	Iteration 53Q: 3 clusters Score -1289877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1289877.375000 Penalty: 4750.567871
	Iteration 54Q: 3 clusters Score -1289877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1289883.875000 Penalty: 4750.567871
	Iteration 55Q: 3 clusters Score -1289884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1289886.250000 Penalty: 4750.567871
	Iteration 56Q: 3 clusters Score -1289886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1289883.875000 Penalty: 4750.567871
	Iteration 57Q: 3 clusters Score -1289884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1289890.000000 Penalty: 4750.567871
	Iteration 58Q: 3 clusters Score -1289890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1289889.125000 Penalty: 4750.567871
	Iteration 59Q: 3 clusters Score -1289889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1289891.000000 Penalty: 4750.567871
	Iteration 60F: 3 clusters Score -1289891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1289891.000000 Penalty: 4750.567871
	Iteration 61Q: 3 clusters Score -1289891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1289894.500000 Penalty: 4750.567871
	Iteration 62Q: 3 clusters Score -1289894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1289899.500000 Penalty: 4750.567871
	Iteration 63Q: 3 clusters Score -1289900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1289899.500000 Penalty: 4750.567871
	Iteration 64Q: 3 clusters Score -1289900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1289901.500000 Penalty: 4750.567871
	Iteration 65Q: 3 clusters Score -1289902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1289901.750000 Penalty: 4750.567871
	Iteration 66Q: 3 clusters Score -1289902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1289903.125000 Penalty: 4750.567871
	Iteration 67Q: 3 clusters Score -1289903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1289909.625000 Penalty: 4750.567871
	Iteration 68Q: 3 clusters Score -1289910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1289907.750000 Penalty: 4750.567871
	Iteration 69Q: 3 clusters Score -1289908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1289904.500000 Penalty: 4750.567871
	Iteration 70Q: 3 clusters Score -1289904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1289908.500000 Penalty: 4750.567871
	Iteration 71Q: 3 clusters Score -1289908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1289904.500000 Penalty: 4750.567871
	Iteration 72Q: 3 clusters Score -1289904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1289907.250000 Penalty: 4750.567871
	Iteration 73Q: 3 clusters Score -1289907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1289909.500000 Penalty: 4750.567871
	Iteration 74Q: 3 clusters Score -1289910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1289912.375000 Penalty: 4750.567871
	Iteration 75Q: 3 clusters Score -1289912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1289910.875000 Penalty: 4750.567871
	Iteration 76Q: 3 clusters Score -1289911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1289911.250000 Penalty: 4750.567871
	Iteration 77Q: 3 clusters Score -1289911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1289911.250000 Penalty: 4750.567871
	Iteration 78F: 3 clusters Score -1289911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Entering Unmasked Estep 
Score: -1380822.375000 Penalty: 2402.686035
	Iteration 0F: 2 clusters Score -1380822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1369211.250000 Penalty: 4805.372070
	Iteration 0F: 3 clusters Score -1369211 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1372922.250000 Penalty: 4805.372070
	Iteration 1F: 3 clusters Score -1372922 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1373343.625000 Penalty: 4805.372070
	Iteration 2F: 3 clusters Score -1373344 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1373800.500000 Penalty: 4805.372070
	Iteration 3F: 3 clusters Score -1373800 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1374336.875000 Penalty: 4805.372070
	Iteration 4F: 3 clusters Score -1374337 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1374951.500000 Penalty: 4805.372070
	Iteration 5F: 3 clusters Score -1374952 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1375530.500000 Penalty: 4805.372070
	Iteration 6F: 3 clusters Score -1375530 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1376019.750000 Penalty: 4805.372070
	Iteration 7F: 3 clusters Score -1376020 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1376420.375000 Penalty: 4805.372070
	Iteration 8Q: 3 clusters Score -1376420 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1376755.000000 Penalty: 4805.372070
	Iteration 9Q: 3 clusters Score -1376755 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1377076.250000 Penalty: 4805.372070
	Iteration 10Q: 3 clusters Score -1377076 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1377382.875000 Penalty: 4805.372070
	Iteration 11Q: 3 clusters Score -1377383 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1377655.750000 Penalty: 4805.372070
	Iteration 12Q: 3 clusters Score -1377656 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1377909.000000 Penalty: 4805.372070
	Iteration 13Q: 3 clusters Score -1377909 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1378122.625000 Penalty: 4805.372070
	Iteration 14Q: 3 clusters Score -1378123 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1378284.125000 Penalty: 4805.372070
	Iteration 15Q: 3 clusters Score -1378284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1378412.000000 Penalty: 4805.372070
	Iteration 16Q: 3 clusters Score -1378412 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1378518.000000 Penalty: 4805.372070
	Iteration 17Q: 3 clusters Score -1378518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1378588.750000 Penalty: 4805.372070
	Iteration 18Q: 3 clusters Score -1378589 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1378646.750000 Penalty: 4805.372070
	Iteration 19Q: 3 clusters Score -1378647 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1378706.125000 Penalty: 4805.372070
	Iteration 20F: 3 clusters Score -1378706 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1378774.125000 Penalty: 4805.372070
	Iteration 21Q: 3 clusters Score -1378774 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1378828.375000 Penalty: 4805.372070
	Iteration 22Q: 3 clusters Score -1378828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1378879.500000 Penalty: 4805.372070
	Iteration 23Q: 3 clusters Score -1378880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1378924.000000 Penalty: 4805.372070
	Iteration 24Q: 3 clusters Score -1378924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1378956.250000 Penalty: 4805.372070
	Iteration 25Q: 3 clusters Score -1378956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1378995.375000 Penalty: 4805.372070
	Iteration 26Q: 3 clusters Score -1378995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1379027.250000 Penalty: 4805.372070
	Iteration 27Q: 3 clusters Score -1379027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1379053.375000 Penalty: 4805.372070
	Iteration 28Q: 3 clusters Score -1379053 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1379074.125000 Penalty: 4805.372070
	Iteration 29Q: 3 clusters Score -1379074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1379087.125000 Penalty: 4805.372070
	Iteration 30Q: 3 clusters Score -1379087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1379094.750000 Penalty: 4805.372070
	Iteration 31Q: 3 clusters Score -1379095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1379107.000000 Penalty: 4805.372070
	Iteration 32Q: 3 clusters Score -1379107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1379112.000000 Penalty: 4805.372070
	Iteration 33Q: 3 clusters Score -1379112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1379116.250000 Penalty: 4805.372070
	Iteration 34Q: 3 clusters Score -1379116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1379118.625000 Penalty: 4805.372070
	Iteration 35Q: 3 clusters Score -1379119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1379122.250000 Penalty: 4805.372070
	Iteration 36Q: 3 clusters Score -1379122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1379130.000000 Penalty: 4805.372070
	Iteration 37Q: 3 clusters Score -1379130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1379130.000000 Penalty: 4805.372070
	Iteration 38Q: 3 clusters Score -1379130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1379128.875000 Penalty: 4805.372070
	Iteration 39Q: 3 clusters Score -1379129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1379134.500000 Penalty: 4805.372070
	Iteration 40F: 3 clusters Score -1379134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1379135.750000 Penalty: 4805.372070
	Iteration 41Q: 3 clusters Score -1379136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1379140.625000 Penalty: 4805.372070
	Iteration 42Q: 3 clusters Score -1379141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1379139.125000 Penalty: 4805.372070
	Iteration 43Q: 3 clusters Score -1379139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1379139.500000 Penalty: 4805.372070
	Iteration 44Q: 3 clusters Score -1379140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1379142.500000 Penalty: 4805.372070
	Iteration 45Q: 3 clusters Score -1379142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1379146.125000 Penalty: 4805.372070
	Iteration 46Q: 3 clusters Score -1379146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1379142.375000 Penalty: 4805.372070
	Iteration 47Q: 3 clusters Score -1379142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1379144.875000 Penalty: 4805.372070
	Iteration 48Q: 3 clusters Score -1379145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1379145.875000 Penalty: 4805.372070
	Iteration 49Q: 3 clusters Score -1379146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1379143.125000 Penalty: 4805.372070
	Iteration 50Q: 3 clusters Score -1379143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1379145.250000 Penalty: 4805.372070
	Iteration 51Q: 3 clusters Score -1379145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1379145.000000 Penalty: 4805.372070
	Iteration 52Q: 3 clusters Score -1379145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1379147.500000 Penalty: 4805.372070
	Iteration 53Q: 3 clusters Score -1379148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1379147.625000 Penalty: 4805.372070
	Iteration 54Q: 3 clusters Score -1379148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1379148.125000 Penalty: 4805.372070
	Iteration 55Q: 3 clusters Score -1379148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1379147.500000 Penalty: 4805.372070
	Iteration 56Q: 3 clusters Score -1379148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1379150.750000 Penalty: 4805.372070
	Iteration 57Q: 3 clusters Score -1379151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1379149.750000 Penalty: 4805.372070
	Iteration 58Q: 3 clusters Score -1379150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1379149.625000 Penalty: 4805.372070
	Iteration 59Q: 3 clusters Score -1379150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1379149.625000 Penalty: 4805.372070
	Iteration 60F: 3 clusters Score -1379150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135689 members 
Entering Unmasked Estep 
Score: -12138798.000000 Penalty: 2930.894043
	Iteration 0F: 2 clusters Score -1.21388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -12048043.000000 Penalty: 5861.788086
	Iteration 0F: 3 clusters Score -1.204804e+07 nChanged 64349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -12085213.000000 Penalty: 5861.788086
	Iteration 1F: 3 clusters Score -1.208521e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -12086433.000000 Penalty: 5861.788086
	Iteration 2Q: 3 clusters Score -1.208643e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -12087844.000000 Penalty: 5861.788086
	Iteration 3Q: 3 clusters Score -1.208784e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -12089825.000000 Penalty: 5861.788086
	Iteration 4Q: 3 clusters Score -1.208982e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -12092426.000000 Penalty: 5861.788086
	Iteration 5Q: 3 clusters Score -1.209243e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -12095968.000000 Penalty: 5861.788086
	Iteration 6F: 3 clusters Score -1.209597e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -12100677.000000 Penalty: 5861.788086
	Iteration 7F: 3 clusters Score -1.210068e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -12106631.000000 Penalty: 5861.788086
	Iteration 8F: 3 clusters Score -1.210663e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -12113454.000000 Penalty: 5861.788086
	Iteration 9F: 3 clusters Score -1.211345e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -12120210.000000 Penalty: 5861.788086
	Iteration 10F: 3 clusters Score -1.212021e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -12125450.000000 Penalty: 5861.788086
	Iteration 11Q: 3 clusters Score -1.212545e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -12128843.000000 Penalty: 5861.788086
	Iteration 12Q: 3 clusters Score -1.212884e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126755 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -12130850.000000 Penalty: 5861.788086
	Iteration 13Q: 3 clusters Score -1.213085e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -12132257.000000 Penalty: 5861.788086
	Iteration 14Q: 3 clusters Score -1.213226e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -12133259.000000 Penalty: 5861.788086
	Iteration 15Q: 3 clusters Score -1.213326e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -12134003.000000 Penalty: 5861.788086
	Iteration 16Q: 3 clusters Score -1.2134e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132444 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12134617.000000 Penalty: 5861.788086
	Iteration 17Q: 3 clusters Score -1.213462e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133159 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -12135061.000000 Penalty: 5861.788086
	Iteration 18Q: 3 clusters Score -1.213506e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133713 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -12135388.000000 Penalty: 5861.788086
	Iteration 19Q: 3 clusters Score -1.213539e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134090 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12135619.000000 Penalty: 5861.788086
	Iteration 20F: 3 clusters Score -1.213562e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -12135773.000000 Penalty: 5861.788086
	Iteration 21Q: 3 clusters Score -1.213577e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -12135916.000000 Penalty: 5861.788086
	Iteration 22Q: 3 clusters Score -1.213592e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12136011.000000 Penalty: 5861.788086
	Iteration 23Q: 3 clusters Score -1.213601e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12136066.000000 Penalty: 5861.788086
	Iteration 24Q: 3 clusters Score -1.213607e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134808 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12136112.000000 Penalty: 5861.788086
	Iteration 25Q: 3 clusters Score -1.213611e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134855 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12136141.000000 Penalty: 5861.788086
	Iteration 26Q: 3 clusters Score -1.213614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134901 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12136186.000000 Penalty: 5861.788086
	Iteration 27Q: 3 clusters Score -1.213619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134942 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12136203.000000 Penalty: 5861.788086
	Iteration 28Q: 3 clusters Score -1.21362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12136224.000000 Penalty: 5861.788086
	Iteration 29Q: 3 clusters Score -1.213622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134997 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12136241.000000 Penalty: 5861.788086
	Iteration 30Q: 3 clusters Score -1.213624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135011 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12136270.000000 Penalty: 5861.788086
	Iteration 31Q: 3 clusters Score -1.213627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12136282.000000 Penalty: 5861.788086
	Iteration 32Q: 3 clusters Score -1.213628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12136287.000000 Penalty: 5861.788086
	Iteration 33Q: 3 clusters Score -1.213629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12136290.000000 Penalty: 5861.788086
	Iteration 34Q: 3 clusters Score -1.213629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12136292.000000 Penalty: 5861.788086
	Iteration 35Q: 3 clusters Score -1.213629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12136300.000000 Penalty: 5861.788086
	Iteration 36Q: 3 clusters Score -1.21363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135078 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12136298.000000 Penalty: 5861.788086
	Iteration 37Q: 3 clusters Score -1.21363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135081 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12136291.000000 Penalty: 5861.788086
	Iteration 38Q: 3 clusters Score -1.213629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12136286.000000 Penalty: 5861.788086
	Iteration 39Q: 3 clusters Score -1.213629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12136286.000000 Penalty: 5861.788086
	Iteration 40F: 3 clusters Score -1.213629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12136280.000000 Penalty: 5861.788086
	Iteration 41Q: 3 clusters Score -1.213628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135093 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12136282.000000 Penalty: 5861.788086
	Iteration 42Q: 3 clusters Score -1.213628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12136289.000000 Penalty: 5861.788086
	Iteration 43Q: 3 clusters Score -1.213629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12136288.000000 Penalty: 5861.788086
	Iteration 44Q: 3 clusters Score -1.213629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135105 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12136294.000000 Penalty: 5861.788086
	Iteration 45Q: 3 clusters Score -1.213629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135107 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12136285.000000 Penalty: 5861.788086
	Iteration 46Q: 3 clusters Score -1.213628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135114 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12136291.000000 Penalty: 5861.788086
	Iteration 47Q: 3 clusters Score -1.213629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135121 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12136299.000000 Penalty: 5861.788086
	Iteration 48Q: 3 clusters Score -1.21363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12136301.000000 Penalty: 5861.788086
	Iteration 49Q: 3 clusters Score -1.21363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135132 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12136309.000000 Penalty: 5861.788086
	Iteration 50Q: 3 clusters Score -1.213631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135136 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12136314.000000 Penalty: 5861.788086
	Iteration 51Q: 3 clusters Score -1.213631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12136311.000000 Penalty: 5861.788086
	Iteration 52Q: 3 clusters Score -1.213631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12136311.000000 Penalty: 5861.788086
	Iteration 53F: 3 clusters Score -1.213631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -264865.156250 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -264865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -261404.093750 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -261404.1 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -262103.640625 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -262103.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -262282.250000 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -262282.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -262382.937500 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -262382.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -262461.875000 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -262461.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -262506.468750 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -262506.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -262537.125000 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -262537.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -262564.906250 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -262564.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -262598.375000 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -262598.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -262624.812500 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -262624.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -262648.312500 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -262648.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -262684.187500 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -262684.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -262709.593750 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -262709.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -262741.312500 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -262741.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -262771.000000 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -262771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -262800.625000 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -262800.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -262835.250000 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -262835.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -262901.656250 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -262901.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -262986.875000 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -262986.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -263076.125000 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -263076.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -263187.687500 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -263187.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -263257.937500 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -263257.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -263298.343750 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -263298.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -263343.593750 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -263343.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -263378.875000 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -263378.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -263421.000000 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -263421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -263455.062500 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -263455.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -263487.000000 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -263487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -263535.093750 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -263535.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -263602.625000 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -263602.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -263656.875000 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -263656.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -263730.750000 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -263730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -263783.843750 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -263783.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -263814.937500 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -263814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -263826.281250 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -263826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -263833.468750 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -263833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -263840.468750 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -263840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -263843.906250 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -263843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -263848.187500 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -263848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -263849.875000 Penalty: 4019.633301
	Iteration 39Q: 3 clusters Score -263849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -263854.281250 Penalty: 4019.633301
	Iteration 40F: 3 clusters Score -263854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -263855.937500 Penalty: 4019.633301
	Iteration 41Q: 3 clusters Score -263855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -263858.156250 Penalty: 4019.633301
	Iteration 42Q: 3 clusters Score -263858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -263858.156250 Penalty: 4019.633301
	Iteration 43F: 3 clusters Score -263858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Entering Unmasked Estep 
Score: -1710541.625000 Penalty: 2451.016846
	Iteration 0F: 2 clusters Score -1710542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1696685.500000 Penalty: 4902.033691
	Iteration 0F: 3 clusters Score -1696686 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1701306.750000 Penalty: 4902.033691
	Iteration 1F: 3 clusters Score -1701307 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1701874.750000 Penalty: 4902.033691
	Iteration 2F: 3 clusters Score -1701875 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1702513.750000 Penalty: 4902.033691
	Iteration 3F: 3 clusters Score -1702514 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1703202.875000 Penalty: 4902.033691
	Iteration 4F: 3 clusters Score -1703203 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1703934.625000 Penalty: 4902.033691
	Iteration 5F: 3 clusters Score -1703935 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1704673.750000 Penalty: 4902.033691
	Iteration 6F: 3 clusters Score -1704674 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1705368.125000 Penalty: 4902.033691
	Iteration 7F: 3 clusters Score -1705368 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1705902.000000 Penalty: 4902.033691
	Iteration 8Q: 3 clusters Score -1705902 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1706318.625000 Penalty: 4902.033691
	Iteration 9Q: 3 clusters Score -1706319 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1706628.250000 Penalty: 4902.033691
	Iteration 10Q: 3 clusters Score -1706628 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1706835.250000 Penalty: 4902.033691
	Iteration 11Q: 3 clusters Score -1706835 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1707000.500000 Penalty: 4902.033691
	Iteration 12Q: 3 clusters Score -1707000 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1707116.000000 Penalty: 4902.033691
	Iteration 13Q: 3 clusters Score -1707116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1707209.625000 Penalty: 4902.033691
	Iteration 14Q: 3 clusters Score -1707210 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1707285.750000 Penalty: 4902.033691
	Iteration 15Q: 3 clusters Score -1707286 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1707378.125000 Penalty: 4902.033691
	Iteration 16Q: 3 clusters Score -1707378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1707452.250000 Penalty: 4902.033691
	Iteration 17Q: 3 clusters Score -1707452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1707515.625000 Penalty: 4902.033691
	Iteration 18Q: 3 clusters Score -1707516 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1707591.875000 Penalty: 4902.033691
	Iteration 19Q: 3 clusters Score -1707592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1707657.375000 Penalty: 4902.033691
	Iteration 20F: 3 clusters Score -1707657 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1707705.000000 Penalty: 4902.033691
	Iteration 21Q: 3 clusters Score -1707705 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1707753.375000 Penalty: 4902.033691
	Iteration 22Q: 3 clusters Score -1707753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1707790.750000 Penalty: 4902.033691
	Iteration 23Q: 3 clusters Score -1707791 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1707825.000000 Penalty: 4902.033691
	Iteration 24Q: 3 clusters Score -1707825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1707859.625000 Penalty: 4902.033691
	Iteration 25Q: 3 clusters Score -1707860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1707897.000000 Penalty: 4902.033691
	Iteration 26Q: 3 clusters Score -1707897 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1707947.500000 Penalty: 4902.033691
	Iteration 27Q: 3 clusters Score -1707948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1707998.000000 Penalty: 4902.033691
	Iteration 28Q: 3 clusters Score -1707998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1708046.000000 Penalty: 4902.033691
	Iteration 29Q: 3 clusters Score -1708046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1708083.750000 Penalty: 4902.033691
	Iteration 30Q: 3 clusters Score -1708084 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1708119.875000 Penalty: 4902.033691
	Iteration 31Q: 3 clusters Score -1708120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1708147.625000 Penalty: 4902.033691
	Iteration 32Q: 3 clusters Score -1708148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1708178.250000 Penalty: 4902.033691
	Iteration 33Q: 3 clusters Score -1708178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1708194.625000 Penalty: 4902.033691
	Iteration 34Q: 3 clusters Score -1708195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1708217.750000 Penalty: 4902.033691
	Iteration 35Q: 3 clusters Score -1708218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1708244.125000 Penalty: 4902.033691
	Iteration 36Q: 3 clusters Score -1708244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1708284.875000 Penalty: 4902.033691
	Iteration 37Q: 3 clusters Score -1708285 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1708316.125000 Penalty: 4902.033691
	Iteration 38Q: 3 clusters Score -1708316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1708351.875000 Penalty: 4902.033691
	Iteration 39Q: 3 clusters Score -1708352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1708401.375000 Penalty: 4902.033691
	Iteration 40F: 3 clusters Score -1708401 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1708434.500000 Penalty: 4902.033691
	Iteration 41Q: 3 clusters Score -1708434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1708459.000000 Penalty: 4902.033691
	Iteration 42Q: 3 clusters Score -1708459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1708486.250000 Penalty: 4902.033691
	Iteration 43Q: 3 clusters Score -1708486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1708504.500000 Penalty: 4902.033691
	Iteration 44Q: 3 clusters Score -1708504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1708533.750000 Penalty: 4902.033691
	Iteration 45Q: 3 clusters Score -1708534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1708548.500000 Penalty: 4902.033691
	Iteration 46Q: 3 clusters Score -1708548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1708566.500000 Penalty: 4902.033691
	Iteration 47Q: 3 clusters Score -1708566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1708581.500000 Penalty: 4902.033691
	Iteration 48Q: 3 clusters Score -1708582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1708590.625000 Penalty: 4902.033691
	Iteration 49Q: 3 clusters Score -1708591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1708605.625000 Penalty: 4902.033691
	Iteration 50Q: 3 clusters Score -1708606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1708614.000000 Penalty: 4902.033691
	Iteration 51Q: 3 clusters Score -1708614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1708627.000000 Penalty: 4902.033691
	Iteration 52Q: 3 clusters Score -1708627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1708645.250000 Penalty: 4902.033691
	Iteration 53Q: 3 clusters Score -1708645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1708656.500000 Penalty: 4902.033691
	Iteration 54Q: 3 clusters Score -1708656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1708666.375000 Penalty: 4902.033691
	Iteration 55Q: 3 clusters Score -1708666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1708671.875000 Penalty: 4902.033691
	Iteration 56Q: 3 clusters Score -1708672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1708679.875000 Penalty: 4902.033691
	Iteration 57Q: 3 clusters Score -1708680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1708682.750000 Penalty: 4902.033691
	Iteration 58Q: 3 clusters Score -1708683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1708687.125000 Penalty: 4902.033691
	Iteration 59Q: 3 clusters Score -1708687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1708697.000000 Penalty: 4902.033691
	Iteration 60F: 3 clusters Score -1708697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1708699.125000 Penalty: 4902.033691
	Iteration 61Q: 3 clusters Score -1708699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1708698.375000 Penalty: 4902.033691
	Iteration 62Q: 3 clusters Score -1708698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1708702.375000 Penalty: 4902.033691
	Iteration 63Q: 3 clusters Score -1708702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1708706.000000 Penalty: 4902.033691
	Iteration 64Q: 3 clusters Score -1708706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1708708.000000 Penalty: 4902.033691
	Iteration 65Q: 3 clusters Score -1708708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1708708.875000 Penalty: 4902.033691
	Iteration 66Q: 3 clusters Score -1708709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1708712.375000 Penalty: 4902.033691
	Iteration 67Q: 3 clusters Score -1708712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1708715.625000 Penalty: 4902.033691
	Iteration 68Q: 3 clusters Score -1708716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1708721.500000 Penalty: 4902.033691
	Iteration 69Q: 3 clusters Score -1708722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1708724.000000 Penalty: 4902.033691
	Iteration 70Q: 3 clusters Score -1708724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1708730.625000 Penalty: 4902.033691
	Iteration 71Q: 3 clusters Score -1708731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1708736.125000 Penalty: 4902.033691
	Iteration 72Q: 3 clusters Score -1708736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1708745.250000 Penalty: 4902.033691
	Iteration 73Q: 3 clusters Score -1708745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1708752.250000 Penalty: 4902.033691
	Iteration 74Q: 3 clusters Score -1708752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1708756.875000 Penalty: 4902.033691
	Iteration 75Q: 3 clusters Score -1708757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1708762.500000 Penalty: 4902.033691
	Iteration 76Q: 3 clusters Score -1708762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1708769.375000 Penalty: 4902.033691
	Iteration 77Q: 3 clusters Score -1708769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1708779.000000 Penalty: 4902.033691
	Iteration 78Q: 3 clusters Score -1708779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1708797.500000 Penalty: 4902.033691
	Iteration 79Q: 3 clusters Score -1708798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1708802.250000 Penalty: 4902.033691
	Iteration 80F: 3 clusters Score -1708802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1708805.875000 Penalty: 4902.033691
	Iteration 81Q: 3 clusters Score -1708806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1708813.125000 Penalty: 4902.033691
	Iteration 82Q: 3 clusters Score -1708813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1708822.625000 Penalty: 4902.033691
	Iteration 83Q: 3 clusters Score -1708823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1708826.500000 Penalty: 4902.033691
	Iteration 84Q: 3 clusters Score -1708826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1708826.375000 Penalty: 4902.033691
	Iteration 85Q: 3 clusters Score -1708826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1708835.375000 Penalty: 4902.033691
	Iteration 86Q: 3 clusters Score -1708835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1708837.250000 Penalty: 4902.033691
	Iteration 87Q: 3 clusters Score -1708837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1708836.625000 Penalty: 4902.033691
	Iteration 88Q: 3 clusters Score -1708837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1708837.750000 Penalty: 4902.033691
	Iteration 89Q: 3 clusters Score -1708838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1708840.375000 Penalty: 4902.033691
	Iteration 90Q: 3 clusters Score -1708840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1708842.375000 Penalty: 4902.033691
	Iteration 91Q: 3 clusters Score -1708842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1708847.625000 Penalty: 4902.033691
	Iteration 92Q: 3 clusters Score -1708848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1708850.750000 Penalty: 4902.033691
	Iteration 93Q: 3 clusters Score -1708851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1708858.000000 Penalty: 4902.033691
	Iteration 94Q: 3 clusters Score -1708858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1708860.125000 Penalty: 4902.033691
	Iteration 95Q: 3 clusters Score -1708860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1708869.625000 Penalty: 4902.033691
	Iteration 96Q: 3 clusters Score -1708870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1708874.375000 Penalty: 4902.033691
	Iteration 97Q: 3 clusters Score -1708874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1708879.250000 Penalty: 4902.033691
	Iteration 98Q: 3 clusters Score -1708879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1708881.500000 Penalty: 4902.033691
	Iteration 99Q: 3 clusters Score -1708882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1708883.875000 Penalty: 4902.033691
	Iteration 100F: 3 clusters Score -1708884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1708886.750000 Penalty: 4902.033691
	Iteration 101Q: 3 clusters Score -1708887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1708896.000000 Penalty: 4902.033691
	Iteration 102Q: 3 clusters Score -1708896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1708901.250000 Penalty: 4902.033691
	Iteration 103Q: 3 clusters Score -1708901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1708905.375000 Penalty: 4902.033691
	Iteration 104Q: 3 clusters Score -1708905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1708916.875000 Penalty: 4902.033691
	Iteration 105Q: 3 clusters Score -1708917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1708921.750000 Penalty: 4902.033691
	Iteration 106Q: 3 clusters Score -1708922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1708929.375000 Penalty: 4902.033691
	Iteration 107Q: 3 clusters Score -1708929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1708927.875000 Penalty: 4902.033691
	Iteration 108Q: 3 clusters Score -1708928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1708931.500000 Penalty: 4902.033691
	Iteration 109Q: 3 clusters Score -1708932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1708932.250000 Penalty: 4902.033691
	Iteration 110Q: 3 clusters Score -1708932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1708933.125000 Penalty: 4902.033691
	Iteration 111Q: 3 clusters Score -1708933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1708934.625000 Penalty: 4902.033691
	Iteration 112Q: 3 clusters Score -1708935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1708934.500000 Penalty: 4902.033691
	Iteration 113Q: 3 clusters Score -1708934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1708935.500000 Penalty: 4902.033691
	Iteration 114Q: 3 clusters Score -1708936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1708935.500000 Penalty: 4902.033691
	Iteration 115F: 3 clusters Score -1708936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3705801.500000 Penalty: 2637.733887
	Iteration 0F: 2 clusters Score -3705802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3677698.750000 Penalty: 5275.467773
	Iteration 0F: 3 clusters Score -3677699 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3688073.500000 Penalty: 5275.467773
	Iteration 1F: 3 clusters Score -3688074 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3688488.000000 Penalty: 5275.467773
	Iteration 2Q: 3 clusters Score -3688488 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3688872.000000 Penalty: 5275.467773
	Iteration 3Q: 3 clusters Score -3688872 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3689208.250000 Penalty: 5275.467773
	Iteration 4Q: 3 clusters Score -3689208 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3689571.250000 Penalty: 5275.467773
	Iteration 5Q: 3 clusters Score -3689571 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3689956.500000 Penalty: 5275.467773
	Iteration 6Q: 3 clusters Score -3689956 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3690401.500000 Penalty: 5275.467773
	Iteration 7Q: 3 clusters Score -3690402 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3690899.000000 Penalty: 5275.467773
	Iteration 8Q: 3 clusters Score -3690899 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3691562.250000 Penalty: 5275.467773
	Iteration 9Q: 3 clusters Score -3691562 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3692546.250000 Penalty: 5275.467773
	Iteration 10Q: 3 clusters Score -3692546 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3693902.250000 Penalty: 5275.467773
	Iteration 11Q: 3 clusters Score -3693902 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3695538.750000 Penalty: 5275.467773
	Iteration 12F: 3 clusters Score -3695539 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3697265.250000 Penalty: 5275.467773
	Iteration 13F: 3 clusters Score -3697265 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -3698626.000000 Penalty: 5275.467773
	Iteration 14Q: 3 clusters Score -3698626 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3699457.250000 Penalty: 5275.467773
	Iteration 15Q: 3 clusters Score -3699457 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3699977.500000 Penalty: 5275.467773
	Iteration 16Q: 3 clusters Score -3699978 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3700311.250000 Penalty: 5275.467773
	Iteration 17Q: 3 clusters Score -3700311 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -3700569.000000 Penalty: 5275.467773
	Iteration 18Q: 3 clusters Score -3700569 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3700845.500000 Penalty: 5275.467773
	Iteration 19Q: 3 clusters Score -3700846 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -3701099.750000 Penalty: 5275.467773
	Iteration 20F: 3 clusters Score -3701100 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -3701323.500000 Penalty: 5275.467773
	Iteration 21Q: 3 clusters Score -3701324 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -3701558.750000 Penalty: 5275.467773
	Iteration 22Q: 3 clusters Score -3701559 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -3701785.250000 Penalty: 5275.467773
	Iteration 23Q: 3 clusters Score -3701785 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -3702023.750000 Penalty: 5275.467773
	Iteration 24Q: 3 clusters Score -3702024 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -3702245.250000 Penalty: 5275.467773
	Iteration 25Q: 3 clusters Score -3702245 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -3702451.500000 Penalty: 5275.467773
	Iteration 26Q: 3 clusters Score -3702452 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -3702636.500000 Penalty: 5275.467773
	Iteration 27Q: 3 clusters Score -3702636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -3702800.250000 Penalty: 5275.467773
	Iteration 28Q: 3 clusters Score -3702800 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -3702942.250000 Penalty: 5275.467773
	Iteration 29Q: 3 clusters Score -3702942 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -3703053.250000 Penalty: 5275.467773
	Iteration 30Q: 3 clusters Score -3703053 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -3703154.500000 Penalty: 5275.467773
	Iteration 31Q: 3 clusters Score -3703154 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -3703226.500000 Penalty: 5275.467773
	Iteration 32Q: 3 clusters Score -3703226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -3703301.000000 Penalty: 5275.467773
	Iteration 33Q: 3 clusters Score -3703301 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -3703359.750000 Penalty: 5275.467773
	Iteration 34Q: 3 clusters Score -3703360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -3703394.500000 Penalty: 5275.467773
	Iteration 35Q: 3 clusters Score -3703394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -3703433.750000 Penalty: 5275.467773
	Iteration 36Q: 3 clusters Score -3703434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -3703455.000000 Penalty: 5275.467773
	Iteration 37Q: 3 clusters Score -3703455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -3703485.250000 Penalty: 5275.467773
	Iteration 38Q: 3 clusters Score -3703485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -3703493.000000 Penalty: 5275.467773
	Iteration 39Q: 3 clusters Score -3703493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -3703513.500000 Penalty: 5275.467773
	Iteration 40F: 3 clusters Score -3703514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -3703516.500000 Penalty: 5275.467773
	Iteration 41Q: 3 clusters Score -3703516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -3703522.000000 Penalty: 5275.467773
	Iteration 42Q: 3 clusters Score -3703522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -3703524.750000 Penalty: 5275.467773
	Iteration 43Q: 3 clusters Score -3703525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -3703530.750000 Penalty: 5275.467773
	Iteration 44Q: 3 clusters Score -3703531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -3703535.500000 Penalty: 5275.467773
	Iteration 45Q: 3 clusters Score -3703536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -3703545.750000 Penalty: 5275.467773
	Iteration 46Q: 3 clusters Score -3703546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -3703549.000000 Penalty: 5275.467773
	Iteration 47Q: 3 clusters Score -3703549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -3703555.250000 Penalty: 5275.467773
	Iteration 48Q: 3 clusters Score -3703555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -3703559.750000 Penalty: 5275.467773
	Iteration 49Q: 3 clusters Score -3703560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -3703557.000000 Penalty: 5275.467773
	Iteration 50Q: 3 clusters Score -3703557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -3703558.500000 Penalty: 5275.467773
	Iteration 51Q: 3 clusters Score -3703558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -3703558.000000 Penalty: 5275.467773
	Iteration 52Q: 3 clusters Score -3703558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -3703560.500000 Penalty: 5275.467773
	Iteration 53Q: 3 clusters Score -3703560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -3703560.500000 Penalty: 5275.467773
	Iteration 54F: 3 clusters Score -3703560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Entering Unmasked Estep 
Score: -1918533.875000 Penalty: 2481.778564
	Iteration 0F: 2 clusters Score -1918534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1903075.500000 Penalty: 4963.557129
	Iteration 0F: 3 clusters Score -1903076 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1908359.125000 Penalty: 4963.557129
	Iteration 1F: 3 clusters Score -1908359 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1908860.125000 Penalty: 4963.557129
	Iteration 2F: 3 clusters Score -1908860 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1909356.625000 Penalty: 4963.557129
	Iteration 3F: 3 clusters Score -1909357 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1909831.375000 Penalty: 4963.557129
	Iteration 4Q: 3 clusters Score -1909831 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1910329.125000 Penalty: 4963.557129
	Iteration 5Q: 3 clusters Score -1910329 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1910792.000000 Penalty: 4963.557129
	Iteration 6Q: 3 clusters Score -1910792 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1911213.000000 Penalty: 4963.557129
	Iteration 7Q: 3 clusters Score -1911213 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1911606.875000 Penalty: 4963.557129
	Iteration 8Q: 3 clusters Score -1911607 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1912018.875000 Penalty: 4963.557129
	Iteration 9Q: 3 clusters Score -1912019 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1912460.500000 Penalty: 4963.557129
	Iteration 10Q: 3 clusters Score -1912460 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1912902.625000 Penalty: 4963.557129
	Iteration 11Q: 3 clusters Score -1912903 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1913361.000000 Penalty: 4963.557129
	Iteration 12Q: 3 clusters Score -1913361 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1913852.000000 Penalty: 4963.557129
	Iteration 13Q: 3 clusters Score -1913852 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1914323.250000 Penalty: 4963.557129
	Iteration 14Q: 3 clusters Score -1914323 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1914769.500000 Penalty: 4963.557129
	Iteration 15Q: 3 clusters Score -1914770 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1915178.875000 Penalty: 4963.557129
	Iteration 16Q: 3 clusters Score -1915179 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1915536.500000 Penalty: 4963.557129
	Iteration 17Q: 3 clusters Score -1915536 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1915790.750000 Penalty: 4963.557129
	Iteration 18Q: 3 clusters Score -1915791 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1916002.250000 Penalty: 4963.557129
	Iteration 19Q: 3 clusters Score -1916002 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1916172.250000 Penalty: 4963.557129
	Iteration 20F: 3 clusters Score -1916172 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1916326.625000 Penalty: 4963.557129
	Iteration 21Q: 3 clusters Score -1916327 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1916474.375000 Penalty: 4963.557129
	Iteration 22Q: 3 clusters Score -1916474 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1916607.250000 Penalty: 4963.557129
	Iteration 23Q: 3 clusters Score -1916607 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1916696.500000 Penalty: 4963.557129
	Iteration 24Q: 3 clusters Score -1916696 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1916757.500000 Penalty: 4963.557129
	Iteration 25Q: 3 clusters Score -1916758 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1916808.000000 Penalty: 4963.557129
	Iteration 26Q: 3 clusters Score -1916808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1916846.875000 Penalty: 4963.557129
	Iteration 27Q: 3 clusters Score -1916847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1916879.625000 Penalty: 4963.557129
	Iteration 28Q: 3 clusters Score -1916880 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1916907.750000 Penalty: 4963.557129
	Iteration 29Q: 3 clusters Score -1916908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1916931.750000 Penalty: 4963.557129
	Iteration 30Q: 3 clusters Score -1916932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1916950.875000 Penalty: 4963.557129
	Iteration 31Q: 3 clusters Score -1916951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1916955.250000 Penalty: 4963.557129
	Iteration 32Q: 3 clusters Score -1916955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1916961.375000 Penalty: 4963.557129
	Iteration 33Q: 3 clusters Score -1916961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1916966.375000 Penalty: 4963.557129
	Iteration 34Q: 3 clusters Score -1916966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1916973.875000 Penalty: 4963.557129
	Iteration 35Q: 3 clusters Score -1916974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1916976.250000 Penalty: 4963.557129
	Iteration 36Q: 3 clusters Score -1916976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1916981.625000 Penalty: 4963.557129
	Iteration 37Q: 3 clusters Score -1916982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1916993.125000 Penalty: 4963.557129
	Iteration 38Q: 3 clusters Score -1916993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1916993.500000 Penalty: 4963.557129
	Iteration 39Q: 3 clusters Score -1916994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1916998.500000 Penalty: 4963.557129
	Iteration 40F: 3 clusters Score -1916998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1917006.375000 Penalty: 4963.557129
	Iteration 41Q: 3 clusters Score -1917006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1917005.250000 Penalty: 4963.557129
	Iteration 42Q: 3 clusters Score -1917005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1917003.750000 Penalty: 4963.557129
	Iteration 43Q: 3 clusters Score -1917004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1917003.875000 Penalty: 4963.557129
	Iteration 44Q: 3 clusters Score -1917004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1917008.500000 Penalty: 4963.557129
	Iteration 45Q: 3 clusters Score -1917008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1917009.125000 Penalty: 4963.557129
	Iteration 46Q: 3 clusters Score -1917009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1917008.750000 Penalty: 4963.557129
	Iteration 47Q: 3 clusters Score -1917009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1917006.500000 Penalty: 4963.557129
	Iteration 48Q: 3 clusters Score -1917006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1917009.750000 Penalty: 4963.557129
	Iteration 49Q: 3 clusters Score -1917010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1917010.750000 Penalty: 4963.557129
	Iteration 50Q: 3 clusters Score -1917011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1917013.375000 Penalty: 4963.557129
	Iteration 51Q: 3 clusters Score -1917013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1917011.250000 Penalty: 4963.557129
	Iteration 52Q: 3 clusters Score -1917011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1917009.750000 Penalty: 4963.557129
	Iteration 53Q: 3 clusters Score -1917010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1917009.125000 Penalty: 4963.557129
	Iteration 54Q: 3 clusters Score -1917009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1917009.500000 Penalty: 4963.557129
	Iteration 55Q: 3 clusters Score -1917010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1917009.500000 Penalty: 4963.557129
	Iteration 56F: 3 clusters Score -1917010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -283879.000000 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -283879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -280360.875000 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -280360.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -281224.843750 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -281224.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -281532.593750 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -281532.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -281786.812500 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -281786.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -281982.625000 Penalty: 4044.632080
	Iteration 4F: 3 clusters Score -281982.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -282167.812500 Penalty: 4044.632080
	Iteration 5Q: 3 clusters Score -282167.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -282314.437500 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -282314.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -282433.218750 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -282433.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -282523.656250 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -282523.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -282596.875000 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -282596.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -282670.687500 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -282670.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -282745.687500 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -282745.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -282845.250000 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -282845.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -282931.437500 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -282931.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283027.812500 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -283027.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -283120.718750 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -283120.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283188.187500 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -283188.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283251.718750 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -283251.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283319.437500 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -283319.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283380.062500 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -283380.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -283425.812500 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -283425.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283474.906250 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -283474.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283497.843750 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -283497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -283506.156250 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -283506.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -283513.031250 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -283513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283515.500000 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -283515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283516.656250 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -283516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283516.656250 Penalty: 4044.632080
	Iteration 27F: 3 clusters Score -283516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -521888.468750 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -521888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -516626.250000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -516626.2 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -517990.218750 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -517990.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -518194.125000 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -518194.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -518349.531250 Penalty: 4334.889648
	Iteration 3Q: 3 clusters Score -518349.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -518487.843750 Penalty: 4334.889648
	Iteration 4Q: 3 clusters Score -518487.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -518596.531250 Penalty: 4334.889648
	Iteration 5Q: 3 clusters Score -518596.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -518696.187500 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -518696.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -518773.062500 Penalty: 4334.889648
	Iteration 7Q: 3 clusters Score -518773.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -518847.781250 Penalty: 4334.889648
	Iteration 8Q: 3 clusters Score -518847.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -518917.500000 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -518917.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -518987.812500 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -518987.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -519073.562500 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -519073.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -519171.406250 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -519171.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -519279.875000 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -519279.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -519404.375000 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -519404.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -519546.156250 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -519546.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -519691.062500 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -519691.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -519844.343750 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -519844.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -519987.343750 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -519987.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -520114.000000 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -520114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -520189.781250 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -520189.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -520252.562500 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -520252.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -520294.187500 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -520294.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -520328.343750 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -520328.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -520355.781250 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -520355.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -520380.625000 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -520380.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -520397.125000 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -520397.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -520406.250000 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -520406.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -520414.156250 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -520414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -520422.000000 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -520422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -520428.906250 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -520428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -520434.906250 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -520434.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -520439.781250 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -520439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -520444.156250 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -520444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -520445.250000 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -520445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -520449.468750 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -520449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -520452.562500 Penalty: 4334.889648
	Iteration 36Q: 3 clusters Score -520452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -520455.750000 Penalty: 4334.889648
	Iteration 37Q: 3 clusters Score -520455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -520460.031250 Penalty: 4334.889648
	Iteration 38Q: 3 clusters Score -520460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -520464.687500 Penalty: 4334.889648
	Iteration 39Q: 3 clusters Score -520464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -520466.687500 Penalty: 4334.889648
	Iteration 40F: 3 clusters Score -520466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -520468.843750 Penalty: 4334.889648
	Iteration 41Q: 3 clusters Score -520468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -520469.781250 Penalty: 4334.889648
	Iteration 42Q: 3 clusters Score -520469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -520471.656250 Penalty: 4334.889648
	Iteration 43Q: 3 clusters Score -520471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -520474.656250 Penalty: 4334.889648
	Iteration 44Q: 3 clusters Score -520474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -520477.218750 Penalty: 4334.889648
	Iteration 45Q: 3 clusters Score -520477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -520478.562500 Penalty: 4334.889648
	Iteration 46Q: 3 clusters Score -520478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -520482.343750 Penalty: 4334.889648
	Iteration 47Q: 3 clusters Score -520482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -520483.375000 Penalty: 4334.889648
	Iteration 48Q: 3 clusters Score -520483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -520486.781250 Penalty: 4334.889648
	Iteration 49Q: 3 clusters Score -520486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -520488.187500 Penalty: 4334.889648
	Iteration 50Q: 3 clusters Score -520488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -520489.500000 Penalty: 4334.889648
	Iteration 51Q: 3 clusters Score -520489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -520489.906250 Penalty: 4334.889648
	Iteration 52Q: 3 clusters Score -520489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -520489.906250 Penalty: 4334.889648
	Iteration 53Q: 3 clusters Score -520489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -520490.531250 Penalty: 4334.889648
	Iteration 54Q: 3 clusters Score -520490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -520490.500000 Penalty: 4334.889648
	Iteration 55Q: 3 clusters Score -520490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -520490.593750 Penalty: 4334.889648
	Iteration 56Q: 3 clusters Score -520490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -520492.593750 Penalty: 4334.889648
	Iteration 57Q: 3 clusters Score -520492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -520494.062500 Penalty: 4334.889648
	Iteration 58Q: 3 clusters Score -520494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -520494.812500 Penalty: 4334.889648
	Iteration 59Q: 3 clusters Score -520494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -520495.250000 Penalty: 4334.889648
	Iteration 60F: 3 clusters Score -520495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Entering Unmasked Estep 
Score: -2182961.000000 Penalty: 2515.955322
	Iteration 0F: 2 clusters Score -2182961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2165473.000000 Penalty: 5031.910645
	Iteration 0F: 3 clusters Score -2165473 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2171606.250000 Penalty: 5031.910645
	Iteration 1F: 3 clusters Score -2171606 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2172179.000000 Penalty: 5031.910645
	Iteration 2F: 3 clusters Score -2172179 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2172849.000000 Penalty: 5031.910645
	Iteration 3F: 3 clusters Score -2172849 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2173555.250000 Penalty: 5031.910645
	Iteration 4F: 3 clusters Score -2173555 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2174323.250000 Penalty: 5031.910645
	Iteration 5F: 3 clusters Score -2174323 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2175174.750000 Penalty: 5031.910645
	Iteration 6F: 3 clusters Score -2175175 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2176175.750000 Penalty: 5031.910645
	Iteration 7F: 3 clusters Score -2176176 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2177255.250000 Penalty: 5031.910645
	Iteration 8F: 3 clusters Score -2177255 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2178321.500000 Penalty: 5031.910645
	Iteration 9F: 3 clusters Score -2178322 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2179195.500000 Penalty: 5031.910645
	Iteration 10Q: 3 clusters Score -2179196 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2179704.000000 Penalty: 5031.910645
	Iteration 11Q: 3 clusters Score -2179704 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2180012.750000 Penalty: 5031.910645
	Iteration 12Q: 3 clusters Score -2180013 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2180251.750000 Penalty: 5031.910645
	Iteration 13Q: 3 clusters Score -2180252 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2180400.250000 Penalty: 5031.910645
	Iteration 14Q: 3 clusters Score -2180400 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2180524.250000 Penalty: 5031.910645
	Iteration 15Q: 3 clusters Score -2180524 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2180620.000000 Penalty: 5031.910645
	Iteration 16Q: 3 clusters Score -2180620 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2180680.000000 Penalty: 5031.910645
	Iteration 17Q: 3 clusters Score -2180680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2180722.250000 Penalty: 5031.910645
	Iteration 18Q: 3 clusters Score -2180722 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2180770.750000 Penalty: 5031.910645
	Iteration 19Q: 3 clusters Score -2180771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2180815.500000 Penalty: 5031.910645
	Iteration 20F: 3 clusters Score -2180816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2180865.500000 Penalty: 5031.910645
	Iteration 21Q: 3 clusters Score -2180866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2180898.750000 Penalty: 5031.910645
	Iteration 22Q: 3 clusters Score -2180899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2180928.000000 Penalty: 5031.910645
	Iteration 23Q: 3 clusters Score -2180928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2180954.750000 Penalty: 5031.910645
	Iteration 24Q: 3 clusters Score -2180955 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2180974.250000 Penalty: 5031.910645
	Iteration 25Q: 3 clusters Score -2180974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2180994.000000 Penalty: 5031.910645
	Iteration 26Q: 3 clusters Score -2180994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2181005.750000 Penalty: 5031.910645
	Iteration 27Q: 3 clusters Score -2181006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2181017.250000 Penalty: 5031.910645
	Iteration 28Q: 3 clusters Score -2181017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2181031.750000 Penalty: 5031.910645
	Iteration 29Q: 3 clusters Score -2181032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2181043.000000 Penalty: 5031.910645
	Iteration 30Q: 3 clusters Score -2181043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2181048.500000 Penalty: 5031.910645
	Iteration 31Q: 3 clusters Score -2181048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2181050.750000 Penalty: 5031.910645
	Iteration 32Q: 3 clusters Score -2181051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2181050.500000 Penalty: 5031.910645
	Iteration 33Q: 3 clusters Score -2181050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2181064.000000 Penalty: 5031.910645
	Iteration 34Q: 3 clusters Score -2181064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2181067.000000 Penalty: 5031.910645
	Iteration 35Q: 3 clusters Score -2181067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2181067.750000 Penalty: 5031.910645
	Iteration 36Q: 3 clusters Score -2181068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2181065.500000 Penalty: 5031.910645
	Iteration 37Q: 3 clusters Score -2181066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2181072.500000 Penalty: 5031.910645
	Iteration 38Q: 3 clusters Score -2181072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2181075.000000 Penalty: 5031.910645
	Iteration 39Q: 3 clusters Score -2181075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2181085.000000 Penalty: 5031.910645
	Iteration 40F: 3 clusters Score -2181085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2181085.000000 Penalty: 5031.910645
	Iteration 41Q: 3 clusters Score -2181085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2181086.500000 Penalty: 5031.910645
	Iteration 42Q: 3 clusters Score -2181086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2181087.000000 Penalty: 5031.910645
	Iteration 43Q: 3 clusters Score -2181087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2181090.250000 Penalty: 5031.910645
	Iteration 44Q: 3 clusters Score -2181090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2181095.000000 Penalty: 5031.910645
	Iteration 45Q: 3 clusters Score -2181095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2181097.250000 Penalty: 5031.910645
	Iteration 46Q: 3 clusters Score -2181097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2181096.750000 Penalty: 5031.910645
	Iteration 47Q: 3 clusters Score -2181097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2181104.250000 Penalty: 5031.910645
	Iteration 48Q: 3 clusters Score -2181104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2181107.500000 Penalty: 5031.910645
	Iteration 49Q: 3 clusters Score -2181108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2181112.500000 Penalty: 5031.910645
	Iteration 50Q: 3 clusters Score -2181112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2181111.500000 Penalty: 5031.910645
	Iteration 51Q: 3 clusters Score -2181112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2181115.500000 Penalty: 5031.910645
	Iteration 52Q: 3 clusters Score -2181116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2181119.750000 Penalty: 5031.910645
	Iteration 53Q: 3 clusters Score -2181120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2181122.000000 Penalty: 5031.910645
	Iteration 54Q: 3 clusters Score -2181122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2181124.000000 Penalty: 5031.910645
	Iteration 55Q: 3 clusters Score -2181124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2181121.250000 Penalty: 5031.910645
	Iteration 56Q: 3 clusters Score -2181121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2181125.000000 Penalty: 5031.910645
	Iteration 57Q: 3 clusters Score -2181125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2181121.250000 Penalty: 5031.910645
	Iteration 58Q: 3 clusters Score -2181121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2181126.000000 Penalty: 5031.910645
	Iteration 59Q: 3 clusters Score -2181126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2181124.500000 Penalty: 5031.910645
	Iteration 60F: 3 clusters Score -2181124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2181124.500000 Penalty: 5031.910645
	Iteration 61Q: 3 clusters Score -2181124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2181124.000000 Penalty: 5031.910645
	Iteration 62Q: 3 clusters Score -2181124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2181122.750000 Penalty: 5031.910645
	Iteration 63Q: 3 clusters Score -2181123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2181124.250000 Penalty: 5031.910645
	Iteration 64Q: 3 clusters Score -2181124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2181131.000000 Penalty: 5031.910645
	Iteration 65Q: 3 clusters Score -2181131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2181129.250000 Penalty: 5031.910645
	Iteration 66Q: 3 clusters Score -2181129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2181129.250000 Penalty: 5031.910645
	Iteration 67F: 3 clusters Score -2181129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Entering Unmasked Estep 
Score: -6026731.000000 Penalty: 2755.998291
	Iteration 0F: 2 clusters Score -6026731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -5981520.000000 Penalty: 5511.996582
	Iteration 0F: 3 clusters Score -5981520 nChanged 31413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -5999161.000000 Penalty: 5511.996582
	Iteration 1F: 3 clusters Score -5999161 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5999742.000000 Penalty: 5511.996582
	Iteration 2Q: 3 clusters Score -5999742 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6000253.500000 Penalty: 5511.996582
	Iteration 3Q: 3 clusters Score -6000254 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -6000854.500000 Penalty: 5511.996582
	Iteration 4Q: 3 clusters Score -6000854 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -6001532.000000 Penalty: 5511.996582
	Iteration 5Q: 3 clusters Score -6001532 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -6002617.000000 Penalty: 5511.996582
	Iteration 6Q: 3 clusters Score -6002617 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -6004180.000000 Penalty: 5511.996582
	Iteration 7Q: 3 clusters Score -6004180 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -6006301.500000 Penalty: 5511.996582
	Iteration 8F: 3 clusters Score -6006302 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -6009179.500000 Penalty: 5511.996582
	Iteration 9F: 3 clusters Score -6009180 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -6012411.500000 Penalty: 5511.996582
	Iteration 10F: 3 clusters Score -6012412 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -6015730.000000 Penalty: 5511.996582
	Iteration 11F: 3 clusters Score -6015730 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -6018176.000000 Penalty: 5511.996582
	Iteration 12F: 3 clusters Score -6018176 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6019702.000000 Penalty: 5511.996582
	Iteration 13Q: 3 clusters Score -6019702 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -6020608.000000 Penalty: 5511.996582
	Iteration 14Q: 3 clusters Score -6020608 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -6021154.500000 Penalty: 5511.996582
	Iteration 15Q: 3 clusters Score -6021154 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -6021560.500000 Penalty: 5511.996582
	Iteration 16Q: 3 clusters Score -6021560 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -6021884.000000 Penalty: 5511.996582
	Iteration 17Q: 3 clusters Score -6021884 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -6022199.500000 Penalty: 5511.996582
	Iteration 18Q: 3 clusters Score -6022200 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -6022514.500000 Penalty: 5511.996582
	Iteration 19Q: 3 clusters Score -6022514 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -6022831.500000 Penalty: 5511.996582
	Iteration 20F: 3 clusters Score -6022832 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -6023166.500000 Penalty: 5511.996582
	Iteration 21Q: 3 clusters Score -6023166 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -6023520.500000 Penalty: 5511.996582
	Iteration 22Q: 3 clusters Score -6023520 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -6023798.000000 Penalty: 5511.996582
	Iteration 23Q: 3 clusters Score -6023798 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -6024082.500000 Penalty: 5511.996582
	Iteration 24Q: 3 clusters Score -6024082 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -6024326.500000 Penalty: 5511.996582
	Iteration 25Q: 3 clusters Score -6024326 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -6024555.000000 Penalty: 5511.996582
	Iteration 26Q: 3 clusters Score -6024555 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -6024740.000000 Penalty: 5511.996582
	Iteration 27Q: 3 clusters Score -6024740 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -6024923.000000 Penalty: 5511.996582
	Iteration 28Q: 3 clusters Score -6024923 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -6025060.500000 Penalty: 5511.996582
	Iteration 29Q: 3 clusters Score -6025060 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -6025189.500000 Penalty: 5511.996582
	Iteration 30Q: 3 clusters Score -6025190 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -6025293.500000 Penalty: 5511.996582
	Iteration 31Q: 3 clusters Score -6025294 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -6025395.500000 Penalty: 5511.996582
	Iteration 32Q: 3 clusters Score -6025396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -6025460.000000 Penalty: 5511.996582
	Iteration 33Q: 3 clusters Score -6025460 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -6025485.500000 Penalty: 5511.996582
	Iteration 34Q: 3 clusters Score -6025486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -6025525.000000 Penalty: 5511.996582
	Iteration 35Q: 3 clusters Score -6025525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -6025546.000000 Penalty: 5511.996582
	Iteration 36Q: 3 clusters Score -6025546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -6025572.500000 Penalty: 5511.996582
	Iteration 37Q: 3 clusters Score -6025572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -6025598.000000 Penalty: 5511.996582
	Iteration 38Q: 3 clusters Score -6025598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -6025618.500000 Penalty: 5511.996582
	Iteration 39Q: 3 clusters Score -6025618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -6025622.000000 Penalty: 5511.996582
	Iteration 40F: 3 clusters Score -6025622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -6025620.000000 Penalty: 5511.996582
	Iteration 41Q: 3 clusters Score -6025620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -6025621.000000 Penalty: 5511.996582
	Iteration 42Q: 3 clusters Score -6025621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -6025621.000000 Penalty: 5511.996582
	Iteration 43Q: 3 clusters Score -6025621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -6025633.000000 Penalty: 5511.996582
	Iteration 44Q: 3 clusters Score -6025633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -6025649.000000 Penalty: 5511.996582
	Iteration 45Q: 3 clusters Score -6025649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -6025642.500000 Penalty: 5511.996582
	Iteration 46Q: 3 clusters Score -6025642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -6025635.000000 Penalty: 5511.996582
	Iteration 47Q: 3 clusters Score -6025635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -6025639.000000 Penalty: 5511.996582
	Iteration 48Q: 3 clusters Score -6025639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -6025634.000000 Penalty: 5511.996582
	Iteration 49Q: 3 clusters Score -6025634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -6025640.000000 Penalty: 5511.996582
	Iteration 50Q: 3 clusters Score -6025640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -6025633.500000 Penalty: 5511.996582
	Iteration 51Q: 3 clusters Score -6025634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -6025635.000000 Penalty: 5511.996582
	Iteration 52Q: 3 clusters Score -6025635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -6025646.000000 Penalty: 5511.996582
	Iteration 53Q: 3 clusters Score -6025646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -6025651.000000 Penalty: 5511.996582
	Iteration 54Q: 3 clusters Score -6025651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -6025656.500000 Penalty: 5511.996582
	Iteration 55Q: 3 clusters Score -6025656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -6025655.500000 Penalty: 5511.996582
	Iteration 56Q: 3 clusters Score -6025656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -6025656.500000 Penalty: 5511.996582
	Iteration 57Q: 3 clusters Score -6025656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -6025664.500000 Penalty: 5511.996582
	Iteration 58Q: 3 clusters Score -6025664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -6025659.000000 Penalty: 5511.996582
	Iteration 59Q: 3 clusters Score -6025659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -6025664.000000 Penalty: 5511.996582
	Iteration 60F: 3 clusters Score -6025664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -6025658.000000 Penalty: 5511.996582
	Iteration 61Q: 3 clusters Score -6025658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -6025651.500000 Penalty: 5511.996582
	Iteration 62Q: 3 clusters Score -6025652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -6025656.000000 Penalty: 5511.996582
	Iteration 63Q: 3 clusters Score -6025656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -6025663.000000 Penalty: 5511.996582
	Iteration 64Q: 3 clusters Score -6025663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -6025654.000000 Penalty: 5511.996582
	Iteration 65Q: 3 clusters Score -6025654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -6025655.500000 Penalty: 5511.996582
	Iteration 66Q: 3 clusters Score -6025656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -6025663.500000 Penalty: 5511.996582
	Iteration 67Q: 3 clusters Score -6025664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -6025660.500000 Penalty: 5511.996582
	Iteration 68Q: 3 clusters Score -6025660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -6025667.500000 Penalty: 5511.996582
	Iteration 69Q: 3 clusters Score -6025668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -6025658.000000 Penalty: 5511.996582
	Iteration 70Q: 3 clusters Score -6025658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -6025656.500000 Penalty: 5511.996582
	Iteration 71Q: 3 clusters Score -6025656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -6025655.500000 Penalty: 5511.996582
	Iteration 72Q: 3 clusters Score -6025656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6025656.500000 Penalty: 5511.996582
	Iteration 73Q: 3 clusters Score -6025656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6025656.500000 Penalty: 5511.996582
	Iteration 74F: 3 clusters Score -6025656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Entering Unmasked Estep 
Score: -2218311.500000 Penalty: 2507.081787
	Iteration 0F: 2 clusters Score -2218312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2201244.500000 Penalty: 5014.163574
	Iteration 0F: 3 clusters Score -2201244 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2207292.500000 Penalty: 5014.163574
	Iteration 1F: 3 clusters Score -2207292 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2207855.750000 Penalty: 5014.163574
	Iteration 2F: 3 clusters Score -2207856 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2208377.750000 Penalty: 5014.163574
	Iteration 3Q: 3 clusters Score -2208378 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2208905.500000 Penalty: 5014.163574
	Iteration 4Q: 3 clusters Score -2208906 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2209340.000000 Penalty: 5014.163574
	Iteration 5Q: 3 clusters Score -2209340 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2209742.000000 Penalty: 5014.163574
	Iteration 6Q: 3 clusters Score -2209742 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2210115.000000 Penalty: 5014.163574
	Iteration 7Q: 3 clusters Score -2210115 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2210540.000000 Penalty: 5014.163574
	Iteration 8Q: 3 clusters Score -2210540 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2211058.500000 Penalty: 5014.163574
	Iteration 9Q: 3 clusters Score -2211058 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2211700.500000 Penalty: 5014.163574
	Iteration 10Q: 3 clusters Score -2211700 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2212454.500000 Penalty: 5014.163574
	Iteration 11Q: 3 clusters Score -2212454 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2213179.500000 Penalty: 5014.163574
	Iteration 12Q: 3 clusters Score -2213180 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2213828.500000 Penalty: 5014.163574
	Iteration 13Q: 3 clusters Score -2213828 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2214383.750000 Penalty: 5014.163574
	Iteration 14Q: 3 clusters Score -2214384 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2214821.750000 Penalty: 5014.163574
	Iteration 15Q: 3 clusters Score -2214822 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2215175.750000 Penalty: 5014.163574
	Iteration 16Q: 3 clusters Score -2215176 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2215418.250000 Penalty: 5014.163574
	Iteration 17Q: 3 clusters Score -2215418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2215578.750000 Penalty: 5014.163574
	Iteration 18Q: 3 clusters Score -2215579 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2215719.000000 Penalty: 5014.163574
	Iteration 19Q: 3 clusters Score -2215719 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2215812.750000 Penalty: 5014.163574
	Iteration 20F: 3 clusters Score -2215813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2215887.250000 Penalty: 5014.163574
	Iteration 21Q: 3 clusters Score -2215887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2215933.500000 Penalty: 5014.163574
	Iteration 22Q: 3 clusters Score -2215934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2215971.000000 Penalty: 5014.163574
	Iteration 23Q: 3 clusters Score -2215971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2216000.500000 Penalty: 5014.163574
	Iteration 24Q: 3 clusters Score -2216000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2216012.000000 Penalty: 5014.163574
	Iteration 25Q: 3 clusters Score -2216012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2216033.500000 Penalty: 5014.163574
	Iteration 26Q: 3 clusters Score -2216034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2216036.000000 Penalty: 5014.163574
	Iteration 27Q: 3 clusters Score -2216036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2216046.500000 Penalty: 5014.163574
	Iteration 28Q: 3 clusters Score -2216046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2216059.000000 Penalty: 5014.163574
	Iteration 29Q: 3 clusters Score -2216059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2216066.750000 Penalty: 5014.163574
	Iteration 30Q: 3 clusters Score -2216067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2216074.500000 Penalty: 5014.163574
	Iteration 31Q: 3 clusters Score -2216074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2216086.750000 Penalty: 5014.163574
	Iteration 32Q: 3 clusters Score -2216087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2216096.000000 Penalty: 5014.163574
	Iteration 33Q: 3 clusters Score -2216096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2216101.750000 Penalty: 5014.163574
	Iteration 34Q: 3 clusters Score -2216102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2216109.500000 Penalty: 5014.163574
	Iteration 35Q: 3 clusters Score -2216110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2216119.750000 Penalty: 5014.163574
	Iteration 36Q: 3 clusters Score -2216120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2216120.500000 Penalty: 5014.163574
	Iteration 37Q: 3 clusters Score -2216120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2216126.750000 Penalty: 5014.163574
	Iteration 38Q: 3 clusters Score -2216127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2216134.000000 Penalty: 5014.163574
	Iteration 39Q: 3 clusters Score -2216134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2216134.000000 Penalty: 5014.163574
	Iteration 40F: 3 clusters Score -2216134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2216136.250000 Penalty: 5014.163574
	Iteration 41Q: 3 clusters Score -2216136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2216140.500000 Penalty: 5014.163574
	Iteration 42Q: 3 clusters Score -2216140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2216144.250000 Penalty: 5014.163574
	Iteration 43Q: 3 clusters Score -2216144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2216148.000000 Penalty: 5014.163574
	Iteration 44Q: 3 clusters Score -2216148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2216150.500000 Penalty: 5014.163574
	Iteration 45Q: 3 clusters Score -2216150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2216153.500000 Penalty: 5014.163574
	Iteration 46Q: 3 clusters Score -2216154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2216154.250000 Penalty: 5014.163574
	Iteration 47Q: 3 clusters Score -2216154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2216155.750000 Penalty: 5014.163574
	Iteration 48Q: 3 clusters Score -2216156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2216158.500000 Penalty: 5014.163574
	Iteration 49Q: 3 clusters Score -2216158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2216158.500000 Penalty: 5014.163574
	Iteration 50F: 3 clusters Score -2216158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Entering Unmasked Estep 
Score: -1534824.125000 Penalty: 2424.065918
	Iteration 0F: 2 clusters Score -1534824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1522301.625000 Penalty: 4848.131836
	Iteration 0F: 3 clusters Score -1522302 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1526316.000000 Penalty: 4848.131836
	Iteration 1F: 3 clusters Score -1526316 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1526730.750000 Penalty: 4848.131836
	Iteration 2F: 3 clusters Score -1526731 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1527038.250000 Penalty: 4848.131836
	Iteration 3Q: 3 clusters Score -1527038 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1527344.375000 Penalty: 4848.131836
	Iteration 4Q: 3 clusters Score -1527344 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1527675.625000 Penalty: 4848.131836
	Iteration 5Q: 3 clusters Score -1527676 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1528011.750000 Penalty: 4848.131836
	Iteration 6Q: 3 clusters Score -1528012 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1528398.125000 Penalty: 4848.131836
	Iteration 7Q: 3 clusters Score -1528398 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1528816.375000 Penalty: 4848.131836
	Iteration 8Q: 3 clusters Score -1528816 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1529264.375000 Penalty: 4848.131836
	Iteration 9Q: 3 clusters Score -1529264 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1529784.500000 Penalty: 4848.131836
	Iteration 10Q: 3 clusters Score -1529784 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1530308.875000 Penalty: 4848.131836
	Iteration 11Q: 3 clusters Score -1530309 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1530816.625000 Penalty: 4848.131836
	Iteration 12Q: 3 clusters Score -1530817 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1531302.750000 Penalty: 4848.131836
	Iteration 13Q: 3 clusters Score -1531303 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1531722.000000 Penalty: 4848.131836
	Iteration 14Q: 3 clusters Score -1531722 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1532048.000000 Penalty: 4848.131836
	Iteration 15Q: 3 clusters Score -1532048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1532343.375000 Penalty: 4848.131836
	Iteration 16Q: 3 clusters Score -1532343 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1532601.500000 Penalty: 4848.131836
	Iteration 17Q: 3 clusters Score -1532602 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1532777.125000 Penalty: 4848.131836
	Iteration 18Q: 3 clusters Score -1532777 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1532894.500000 Penalty: 4848.131836
	Iteration 19Q: 3 clusters Score -1532894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1532982.625000 Penalty: 4848.131836
	Iteration 20F: 3 clusters Score -1532983 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1533035.500000 Penalty: 4848.131836
	Iteration 21Q: 3 clusters Score -1533036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1533074.125000 Penalty: 4848.131836
	Iteration 22Q: 3 clusters Score -1533074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1533090.125000 Penalty: 4848.131836
	Iteration 23Q: 3 clusters Score -1533090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1533112.125000 Penalty: 4848.131836
	Iteration 24Q: 3 clusters Score -1533112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1533121.750000 Penalty: 4848.131836
	Iteration 25Q: 3 clusters Score -1533122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1533139.250000 Penalty: 4848.131836
	Iteration 26Q: 3 clusters Score -1533139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1533154.625000 Penalty: 4848.131836
	Iteration 27Q: 3 clusters Score -1533155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1533165.375000 Penalty: 4848.131836
	Iteration 28Q: 3 clusters Score -1533165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1533175.125000 Penalty: 4848.131836
	Iteration 29Q: 3 clusters Score -1533175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1533183.250000 Penalty: 4848.131836
	Iteration 30Q: 3 clusters Score -1533183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1533185.625000 Penalty: 4848.131836
	Iteration 31Q: 3 clusters Score -1533186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1533187.125000 Penalty: 4848.131836
	Iteration 32Q: 3 clusters Score -1533187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1533187.375000 Penalty: 4848.131836
	Iteration 33Q: 3 clusters Score -1533187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1533187.875000 Penalty: 4848.131836
	Iteration 34Q: 3 clusters Score -1533188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1533188.125000 Penalty: 4848.131836
	Iteration 35Q: 3 clusters Score -1533188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1533190.000000 Penalty: 4848.131836
	Iteration 36Q: 3 clusters Score -1533190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1533190.000000 Penalty: 4848.131836
	Iteration 37F: 3 clusters Score -1533190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -106074.843750 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -106074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -103925.507812 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -103925.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -104252.093750 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -104252.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -104353.726562 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -104353.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104400.062500 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -104400.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -104438.945312 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -104438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -104462.507812 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -104462.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -104469.695312 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -104469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104481.734375 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -104481.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -104487.820312 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -104487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104489.601562 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -104489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104491.335938 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -104491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104492.265625 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -104492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104494.476562 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -104494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -104496.593750 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -104496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104497.304688 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -104497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104499.140625 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -104499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -104501.531250 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -104501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104501.937500 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -104501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104502.820312 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -104502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104502.820312 Penalty: 3541.271484
	Iteration 19F: 3 clusters Score -104502.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -381986.218750 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -381986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -377647.781250 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -377647.8 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -378618.968750 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -378619 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -378861.156250 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -378861.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -379039.843750 Penalty: 4183.062500
	Iteration 3F: 3 clusters Score -379039.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -379231.281250 Penalty: 4183.062500
	Iteration 4Q: 3 clusters Score -379231.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -379441.687500 Penalty: 4183.062500
	Iteration 5Q: 3 clusters Score -379441.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -379730.718750 Penalty: 4183.062500
	Iteration 6F: 3 clusters Score -379730.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -380083.093750 Penalty: 4183.062500
	Iteration 7F: 3 clusters Score -380083.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -380512.906250 Penalty: 4183.062500
	Iteration 8F: 3 clusters Score -380512.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -380899.968750 Penalty: 4183.062500
	Iteration 9F: 3 clusters Score -380900 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -381165.656250 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -381165.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -381357.906250 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -381357.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -381505.968750 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -381506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -381599.281250 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -381599.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -381671.093750 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -381671.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -381722.187500 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -381722.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -381748.812500 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -381748.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -381761.843750 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -381761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -381776.218750 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -381776.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -381787.000000 Penalty: 4183.062500
	Iteration 19Q: 3 clusters Score -381787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -381798.687500 Penalty: 4183.062500
	Iteration 20F: 3 clusters Score -381798.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -381811.031250 Penalty: 4183.062500
	Iteration 21Q: 3 clusters Score -381811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -381822.531250 Penalty: 4183.062500
	Iteration 22Q: 3 clusters Score -381822.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -381832.218750 Penalty: 4183.062500
	Iteration 23Q: 3 clusters Score -381832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -381842.312500 Penalty: 4183.062500
	Iteration 24Q: 3 clusters Score -381842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -381852.406250 Penalty: 4183.062500
	Iteration 25Q: 3 clusters Score -381852.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -381866.531250 Penalty: 4183.062500
	Iteration 26Q: 3 clusters Score -381866.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -381880.937500 Penalty: 4183.062500
	Iteration 27Q: 3 clusters Score -381880.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -381891.250000 Penalty: 4183.062500
	Iteration 28Q: 3 clusters Score -381891.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -381897.625000 Penalty: 4183.062500
	Iteration 29Q: 3 clusters Score -381897.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -381905.437500 Penalty: 4183.062500
	Iteration 30Q: 3 clusters Score -381905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -381909.656250 Penalty: 4183.062500
	Iteration 31Q: 3 clusters Score -381909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -381912.343750 Penalty: 4183.062500
	Iteration 32Q: 3 clusters Score -381912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -381912.593750 Penalty: 4183.062500
	Iteration 33Q: 3 clusters Score -381912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -381913.125000 Penalty: 4183.062500
	Iteration 34Q: 3 clusters Score -381913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -381912.718750 Penalty: 4183.062500
	Iteration 35Q: 3 clusters Score -381912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -381914.312500 Penalty: 4183.062500
	Iteration 36Q: 3 clusters Score -381914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -381914.906250 Penalty: 4183.062500
	Iteration 37Q: 3 clusters Score -381914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -381914.906250 Penalty: 4183.062500
	Iteration 38F: 3 clusters Score -381914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -278919.312500 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -278919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -275432.281250 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -275432.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -276223.468750 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -276223.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -276396.468750 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -276396.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -276500.000000 Penalty: 4023.516357
	Iteration 3Q: 3 clusters Score -276500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -276577.718750 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -276577.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -276630.687500 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -276630.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -276671.531250 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -276671.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -276701.062500 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -276701.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -276723.531250 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -276723.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -276745.000000 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -276745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -276765.500000 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -276765.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -276792.937500 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -276792.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -276809.531250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -276809.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -276824.062500 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -276824.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276842.156250 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -276842.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276858.187500 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -276858.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -276882.906250 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -276882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -276900.125000 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -276900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276911.531250 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -276911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276915.656250 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -276915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -276921.093750 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -276921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276926.375000 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -276926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -276932.031250 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -276932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -276938.125000 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -276938.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -276945.500000 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -276945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -276950.281250 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -276950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276952.625000 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -276952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -276953.906250 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -276953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -276954.437500 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -276954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -276955.156250 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -276955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276956.812500 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -276956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -276958.250000 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -276958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276961.218750 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -276961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276962.062500 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -276962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276962.906250 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -276962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -276963.656250 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -276963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -276964.093750 Penalty: 4023.516357
	Iteration 36Q: 3 clusters Score -276964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276963.968750 Penalty: 4023.516357
	Iteration 37Q: 3 clusters Score -276964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276963.968750 Penalty: 4023.516357
	Iteration 38F: 3 clusters Score -276964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -276387.812500 Penalty: 2050.008789
	Iteration 0F: 2 clusters Score -276387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -272622.968750 Penalty: 4100.017578
	Iteration 0F: 3 clusters Score -272623 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -273731.625000 Penalty: 4100.017578
	Iteration 1F: 3 clusters Score -273731.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -274084.250000 Penalty: 4100.017578
	Iteration 2F: 3 clusters Score -274084.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -274316.281250 Penalty: 4100.017578
	Iteration 3F: 3 clusters Score -274316.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -274509.187500 Penalty: 4100.017578
	Iteration 4F: 3 clusters Score -274509.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -274669.656250 Penalty: 4100.017578
	Iteration 5Q: 3 clusters Score -274669.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -274818.781250 Penalty: 4100.017578
	Iteration 6Q: 3 clusters Score -274818.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -274968.812500 Penalty: 4100.017578
	Iteration 7Q: 3 clusters Score -274968.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -275070.250000 Penalty: 4100.017578
	Iteration 8Q: 3 clusters Score -275070.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -275136.343750 Penalty: 4100.017578
	Iteration 9Q: 3 clusters Score -275136.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -275177.125000 Penalty: 4100.017578
	Iteration 10Q: 3 clusters Score -275177.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -275206.593750 Penalty: 4100.017578
	Iteration 11Q: 3 clusters Score -275206.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -275232.125000 Penalty: 4100.017578
	Iteration 12Q: 3 clusters Score -275232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -275251.812500 Penalty: 4100.017578
	Iteration 13Q: 3 clusters Score -275251.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -275283.843750 Penalty: 4100.017578
	Iteration 14Q: 3 clusters Score -275283.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -275320.656250 Penalty: 4100.017578
	Iteration 15Q: 3 clusters Score -275320.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -275355.218750 Penalty: 4100.017578
	Iteration 16Q: 3 clusters Score -275355.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -275369.875000 Penalty: 4100.017578
	Iteration 17Q: 3 clusters Score -275369.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -275385.406250 Penalty: 4100.017578
	Iteration 18Q: 3 clusters Score -275385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -275396.156250 Penalty: 4100.017578
	Iteration 19Q: 3 clusters Score -275396.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -275407.531250 Penalty: 4100.017578
	Iteration 20F: 3 clusters Score -275407.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -275415.750000 Penalty: 4100.017578
	Iteration 21Q: 3 clusters Score -275415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -275421.062500 Penalty: 4100.017578
	Iteration 22Q: 3 clusters Score -275421.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -275428.218750 Penalty: 4100.017578
	Iteration 23Q: 3 clusters Score -275428.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -275435.156250 Penalty: 4100.017578
	Iteration 24Q: 3 clusters Score -275435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -275439.250000 Penalty: 4100.017578
	Iteration 25Q: 3 clusters Score -275439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -275442.281250 Penalty: 4100.017578
	Iteration 26Q: 3 clusters Score -275442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -275442.468750 Penalty: 4100.017578
	Iteration 27Q: 3 clusters Score -275442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -275443.562500 Penalty: 4100.017578
	Iteration 28Q: 3 clusters Score -275443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -275443.656250 Penalty: 4100.017578
	Iteration 29Q: 3 clusters Score -275443.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -275443.656250 Penalty: 4100.017578
	Iteration 30F: 3 clusters Score -275443.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (384155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384155 members 
Entering Unmasked Estep 
Score: -33981460.000000 Penalty: 3188.982910
	Iteration 0F: 2 clusters Score -3.398146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192646 members 
Mstep: Class 2 contains 191509 members 
Entering Unmasked Estep 
Score: -33726212.000000 Penalty: 6377.965820
	Iteration 0F: 3 clusters Score -3.372621e+07 nChanged 186570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208074 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -33838532.000000 Penalty: 6377.965820
	Iteration 1F: 3 clusters Score -3.383853e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218385 members 
Mstep: Class 2 contains 165770 members 
Entering Unmasked Estep 
Score: -33841904.000000 Penalty: 6377.965820
	Iteration 2Q: 3 clusters Score -3.38419e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233888 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -33848404.000000 Penalty: 6377.965820
	Iteration 3Q: 3 clusters Score -3.38484e+07 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256886 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -33861616.000000 Penalty: 6377.965820
	Iteration 4F: 3 clusters Score -3.386162e+07 nChanged 32044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288894 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -33885976.000000 Penalty: 6377.965820
	Iteration 5F: 3 clusters Score -3.388598e+07 nChanged 37365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326255 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -33921808.000000 Penalty: 6377.965820
	Iteration 6F: 3 clusters Score -3.392181e+07 nChanged 32209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358464 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -33955068.000000 Penalty: 6377.965820
	Iteration 7F: 3 clusters Score -3.395507e+07 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376032 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -33971816.000000 Penalty: 6377.965820
	Iteration 8Q: 3 clusters Score -3.397182e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381983 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -33976952.000000 Penalty: 6377.965820
	Iteration 9Q: 3 clusters Score -3.397695e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383471 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -33978196.000000 Penalty: 6377.965820
	Iteration 10Q: 3 clusters Score -3.39782e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383763 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33978452.000000 Penalty: 6377.965820
	Iteration 11Q: 3 clusters Score -3.397845e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383842 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33978544.000000 Penalty: 6377.965820
	Iteration 12Q: 3 clusters Score -3.397854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383869 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33978580.000000 Penalty: 6377.965820
	Iteration 13Q: 3 clusters Score -3.397858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383882 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33978600.000000 Penalty: 6377.965820
	Iteration 14Q: 3 clusters Score -3.39786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383885 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33978616.000000 Penalty: 6377.965820
	Iteration 15Q: 3 clusters Score -3.397862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383894 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33978620.000000 Penalty: 6377.965820
	Iteration 16Q: 3 clusters Score -3.397862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383895 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33978644.000000 Penalty: 6377.965820
	Iteration 17Q: 3 clusters Score -3.397864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383896 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33978632.000000 Penalty: 6377.965820
	Iteration 18Q: 3 clusters Score -3.397863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383897 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33978648.000000 Penalty: 6377.965820
	Iteration 19Q: 3 clusters Score -3.397865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383894 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33978656.000000 Penalty: 6377.965820
	Iteration 20F: 3 clusters Score -3.397866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383894 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33978680.000000 Penalty: 6377.965820
	Iteration 21Q: 3 clusters Score -3.397868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383896 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33978680.000000 Penalty: 6377.965820
	Iteration 22Q: 3 clusters Score -3.397868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383896 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33978680.000000 Penalty: 6377.965820
	Iteration 23F: 3 clusters Score -3.397868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Entering Unmasked Estep 
Score: -1765384.875000 Penalty: 2480.186035
	Iteration 0F: 2 clusters Score -1765385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1749979.750000 Penalty: 4960.372070
	Iteration 0F: 3 clusters Score -1749980 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1755102.375000 Penalty: 4960.372070
	Iteration 1F: 3 clusters Score -1755102 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1755517.250000 Penalty: 4960.372070
	Iteration 2Q: 3 clusters Score -1755517 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1755927.375000 Penalty: 4960.372070
	Iteration 3Q: 3 clusters Score -1755927 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1756376.250000 Penalty: 4960.372070
	Iteration 4Q: 3 clusters Score -1756376 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1756910.000000 Penalty: 4960.372070
	Iteration 5Q: 3 clusters Score -1756910 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1757582.250000 Penalty: 4960.372070
	Iteration 6F: 3 clusters Score -1757582 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1758386.875000 Penalty: 4960.372070
	Iteration 7F: 3 clusters Score -1758387 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1759313.750000 Penalty: 4960.372070
	Iteration 8F: 3 clusters Score -1759314 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1760257.750000 Penalty: 4960.372070
	Iteration 9F: 3 clusters Score -1760258 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1761057.125000 Penalty: 4960.372070
	Iteration 10Q: 3 clusters Score -1761057 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1761632.000000 Penalty: 4960.372070
	Iteration 11Q: 3 clusters Score -1761632 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1762036.750000 Penalty: 4960.372070
	Iteration 12Q: 3 clusters Score -1762037 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1762360.875000 Penalty: 4960.372070
	Iteration 13Q: 3 clusters Score -1762361 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1762582.125000 Penalty: 4960.372070
	Iteration 14Q: 3 clusters Score -1762582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1762737.875000 Penalty: 4960.372070
	Iteration 15Q: 3 clusters Score -1762738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1762871.750000 Penalty: 4960.372070
	Iteration 16Q: 3 clusters Score -1762872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1762969.625000 Penalty: 4960.372070
	Iteration 17Q: 3 clusters Score -1762970 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1763037.250000 Penalty: 4960.372070
	Iteration 18Q: 3 clusters Score -1763037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1763093.125000 Penalty: 4960.372070
	Iteration 19Q: 3 clusters Score -1763093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1763145.500000 Penalty: 4960.372070
	Iteration 20F: 3 clusters Score -1763146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1763182.500000 Penalty: 4960.372070
	Iteration 21Q: 3 clusters Score -1763182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -1763219.625000 Penalty: 4960.372070
	Iteration 22Q: 3 clusters Score -1763220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1763248.750000 Penalty: 4960.372070
	Iteration 23Q: 3 clusters Score -1763249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1763275.625000 Penalty: 4960.372070
	Iteration 24Q: 3 clusters Score -1763276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -1763299.375000 Penalty: 4960.372070
	Iteration 25Q: 3 clusters Score -1763299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1763311.625000 Penalty: 4960.372070
	Iteration 26Q: 3 clusters Score -1763312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -1763327.250000 Penalty: 4960.372070
	Iteration 27Q: 3 clusters Score -1763327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1763336.000000 Penalty: 4960.372070
	Iteration 28Q: 3 clusters Score -1763336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1763333.500000 Penalty: 4960.372070
	Iteration 29Q: 3 clusters Score -1763334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -1763337.375000 Penalty: 4960.372070
	Iteration 30Q: 3 clusters Score -1763337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1763339.250000 Penalty: 4960.372070
	Iteration 31Q: 3 clusters Score -1763339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -1763343.375000 Penalty: 4960.372070
	Iteration 32Q: 3 clusters Score -1763343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1763343.125000 Penalty: 4960.372070
	Iteration 33Q: 3 clusters Score -1763343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -1763344.000000 Penalty: 4960.372070
	Iteration 34Q: 3 clusters Score -1763344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1763345.125000 Penalty: 4960.372070
	Iteration 35Q: 3 clusters Score -1763345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -1763345.375000 Penalty: 4960.372070
	Iteration 36Q: 3 clusters Score -1763345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -1763345.375000 Penalty: 4960.372070
	Iteration 37F: 3 clusters Score -1763345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -320247.593750 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -320247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -316502.375000 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -316502.4 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -317380.000000 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -317380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -317535.062500 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -317535.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -317627.031250 Penalty: 4093.988037
	Iteration 3Q: 3 clusters Score -317627 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -317685.218750 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -317685.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -317738.468750 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -317738.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -317776.343750 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -317776.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -317804.562500 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -317804.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -317845.343750 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -317845.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -317878.281250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -317878.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -317919.875000 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -317919.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -317943.562500 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -317943.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -317969.875000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -317969.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -318001.781250 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -318001.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -318040.031250 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -318040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -318070.937500 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -318070.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -318110.312500 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -318110.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -318161.968750 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -318162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -318236.000000 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -318236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -318314.281250 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -318314.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -318421.343750 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -318421.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -318478.937500 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -318478.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -318522.093750 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -318522.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -318554.031250 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -318554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -318572.187500 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -318572.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -318586.562500 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -318586.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -318599.843750 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -318599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -318607.687500 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -318607.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -318614.781250 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -318614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -318619.687500 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -318619.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -318623.906250 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -318623.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -318630.843750 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -318630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -318636.375000 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -318636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -318638.625000 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -318638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -318641.093750 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -318641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -318642.031250 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -318642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -318644.375000 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -318644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -318646.156250 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -318646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -318648.843750 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -318648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -318653.468750 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -318653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -318656.250000 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -318656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -318658.125000 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -318658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -318661.093750 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -318661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -318662.375000 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -318662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -318665.125000 Penalty: 4093.988037
	Iteration 44Q: 3 clusters Score -318665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -318668.687500 Penalty: 4093.988037
	Iteration 45Q: 3 clusters Score -318668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -318671.375000 Penalty: 4093.988037
	Iteration 46Q: 3 clusters Score -318671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -318674.281250 Penalty: 4093.988037
	Iteration 47Q: 3 clusters Score -318674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -318678.750000 Penalty: 4093.988037
	Iteration 48Q: 3 clusters Score -318678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -318682.781250 Penalty: 4093.988037
	Iteration 49Q: 3 clusters Score -318682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -318686.593750 Penalty: 4093.988037
	Iteration 50Q: 3 clusters Score -318686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -318691.187500 Penalty: 4093.988037
	Iteration 51Q: 3 clusters Score -318691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -318695.968750 Penalty: 4093.988037
	Iteration 52Q: 3 clusters Score -318696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -318702.656250 Penalty: 4093.988037
	Iteration 53Q: 3 clusters Score -318702.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -318708.718750 Penalty: 4093.988037
	Iteration 54Q: 3 clusters Score -318708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -318709.406250 Penalty: 4093.988037
	Iteration 55Q: 3 clusters Score -318709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -318709.406250 Penalty: 4093.988037
	Iteration 56F: 3 clusters Score -318709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212384 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36740 members 
Mstep: Class 6 contains 210075 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47223 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135689 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24568 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384155 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 279Q: 33 clusters Score -1.465121e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212385 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36736 members 
Mstep: Class 6 contains 210077 members 
Mstep: Class 7 contains 149267 members 
Mstep: Class 8 contains 47223 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135689 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384155 members 
Mstep: Class 32 contains 22042 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 280F: 33 clusters Score -1.465121e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212385 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36731 members 
Mstep: Class 6 contains 210079 members 
Mstep: Class 7 contains 149267 members 
Mstep: Class 8 contains 47224 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135689 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384155 members 
Mstep: Class 32 contains 22043 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512096.000000 Penalty: 113876.406250
Iteration 281Q: 33 clusters Score -1.465121e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212385 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 36727 members 
Mstep: Class 6 contains 210083 members 
Mstep: Class 7 contains 149267 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135689 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384151 members 
Mstep: Class 32 contains 22045 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511984.000000 Penalty: 113876.406250
Iteration 282Q: 33 clusters Score -1.46512e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212386 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36726 members 
Mstep: Class 6 contains 210083 members 
Mstep: Class 7 contains 149266 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132443 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135689 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384149 members 
Mstep: Class 32 contains 22045 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512032.000000 Penalty: 113876.406250
Iteration 283Q: 33 clusters Score -1.46512e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212386 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36722 members 
Mstep: Class 6 contains 210083 members 
Mstep: Class 7 contains 149267 members 
Mstep: Class 8 contains 47226 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135694 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384144 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 284Q: 33 clusters Score -1.465121e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212387 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36721 members 
Mstep: Class 6 contains 210084 members 
Mstep: Class 7 contains 149265 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132442 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135700 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384138 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 285Q: 33 clusters Score -1.465122e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212387 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36720 members 
Mstep: Class 6 contains 210084 members 
Mstep: Class 7 contains 149265 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132441 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135705 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384135 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 286Q: 33 clusters Score -1.465122e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212386 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36720 members 
Mstep: Class 6 contains 210084 members 
Mstep: Class 7 contains 149265 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132441 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135709 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22185 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384131 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 287Q: 33 clusters Score -1.465122e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212385 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36719 members 
Mstep: Class 6 contains 210083 members 
Mstep: Class 7 contains 149264 members 
Mstep: Class 8 contains 47229 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132441 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135713 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384131 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512128.000000 Penalty: 113876.406250
Iteration 288Q: 33 clusters Score -1.465121e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212383 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36718 members 
Mstep: Class 6 contains 210084 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47230 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27902 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132441 members 
Mstep: Class 14 contains 14440 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135716 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67030 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384130 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 289Q: 33 clusters Score -1.465121e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212382 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36715 members 
Mstep: Class 6 contains 210086 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27904 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132441 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135718 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67031 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384127 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512080.000000 Penalty: 113876.406250
Iteration 290Q: 33 clusters Score -1.465121e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36714 members 
Mstep: Class 6 contains 210088 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135719 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384127 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 291Q: 33 clusters Score -1.465122e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36713 members 
Mstep: Class 6 contains 210091 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135719 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384126 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512144.000000 Penalty: 113876.406250
Iteration 292Q: 33 clusters Score -1.465121e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36713 members 
Mstep: Class 6 contains 210093 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135720 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25464 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384124 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 293Q: 33 clusters Score -1.465122e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36713 members 
Mstep: Class 6 contains 210094 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135721 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41607 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384122 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 294Q: 33 clusters Score -1.465122e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 210095 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135721 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384122 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 295Q: 33 clusters Score -1.465122e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 210096 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135721 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22184 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384121 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 296Q: 33 clusters Score -1.465122e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 210097 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135722 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22183 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67031 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384121 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512176.000000 Penalty: 113876.406250
Iteration 297Q: 33 clusters Score -1.465122e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 210097 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132440 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135724 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67031 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384120 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 298Q: 33 clusters Score -1.465122e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212381 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 210098 members 
Mstep: Class 7 contains 149263 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132439 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135725 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67031 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384118 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512240.000000 Penalty: 113876.406250
Iteration 299Q: 33 clusters Score -1.465122e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212380 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 210098 members 
Mstep: Class 7 contains 149262 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132439 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135729 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67031 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384116 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 300F: 33 clusters Score -1.465122e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212378 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36711 members 
Mstep: Class 6 contains 210098 members 
Mstep: Class 7 contains 149262 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132439 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135733 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384114 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 301Q: 33 clusters Score -1.465122e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212377 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36708 members 
Mstep: Class 6 contains 210099 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132439 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135737 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67033 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384112 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 302Q: 33 clusters Score -1.465122e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212376 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36706 members 
Mstep: Class 6 contains 210099 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132438 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135742 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67033 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384110 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512224.000000 Penalty: 113876.406250
Iteration 303Q: 33 clusters Score -1.465122e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212374 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36705 members 
Mstep: Class 6 contains 210101 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132438 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135745 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67033 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384106 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512240.000000 Penalty: 113876.406250
Iteration 304Q: 33 clusters Score -1.465122e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212376 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36704 members 
Mstep: Class 6 contains 210103 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132438 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135749 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384100 members 
Mstep: Class 32 contains 22047 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512224.000000 Penalty: 113876.406250
Iteration 305Q: 33 clusters Score -1.465122e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212375 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 210104 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132438 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135750 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19599 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384100 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512208.000000 Penalty: 113876.406250
Iteration 306Q: 33 clusters Score -1.465122e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212375 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 210105 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132438 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135752 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 384100 members 
Mstep: Class 32 contains 22045 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512192.000000 Penalty: 113876.406250
Iteration 307Q: 33 clusters Score -1.465122e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212374 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 210106 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132437 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135753 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 384100 members 
Mstep: Class 32 contains 22044 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512144.000000 Penalty: 113876.406250
Iteration 308Q: 33 clusters Score -1.465121e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212374 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 210106 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132436 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135753 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 384101 members 
Mstep: Class 32 contains 22044 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 309Q: 33 clusters Score -1.465122e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212374 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 210106 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132436 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135753 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 384101 members 
Mstep: Class 32 contains 22044 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512160.000000 Penalty: 113876.406250
Iteration 310F: 33 clusters Score -1.465122e+08 nChanged 0
Entering ConstructFrom: 
Score: -146512160.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -2082089.500000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -2082090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2065432.125000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -2065432 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2071187.875000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -2071188 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2071676.875000 Penalty: 4998.494141
	Iteration 2F: 3 clusters Score -2071677 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2072094.500000 Penalty: 4998.494141
	Iteration 3Q: 3 clusters Score -2072094 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2072510.375000 Penalty: 4998.494141
	Iteration 4Q: 3 clusters Score -2072510 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2072985.125000 Penalty: 4998.494141
	Iteration 5Q: 3 clusters Score -2072985 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2073526.625000 Penalty: 4998.494141
	Iteration 6Q: 3 clusters Score -2073527 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2074083.000000 Penalty: 4998.494141
	Iteration 7Q: 3 clusters Score -2074083 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2074638.375000 Penalty: 4998.494141
	Iteration 8Q: 3 clusters Score -2074638 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2075135.250000 Penalty: 4998.494141
	Iteration 9Q: 3 clusters Score -2075135 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2075563.625000 Penalty: 4998.494141
	Iteration 10Q: 3 clusters Score -2075564 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2075923.250000 Penalty: 4998.494141
	Iteration 11Q: 3 clusters Score -2075923 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2076224.125000 Penalty: 4998.494141
	Iteration 12Q: 3 clusters Score -2076224 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2076467.125000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -2076467 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2076697.625000 Penalty: 4998.494141
	Iteration 14Q: 3 clusters Score -2076698 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2076899.625000 Penalty: 4998.494141
	Iteration 15Q: 3 clusters Score -2076900 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2077066.250000 Penalty: 4998.494141
	Iteration 16Q: 3 clusters Score -2077066 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2077174.625000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -2077175 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2077251.250000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -2077251 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2077303.125000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -2077303 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2077342.125000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -2077342 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2077374.500000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -2077374 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2077391.250000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -2077391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2077403.250000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -2077403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2077413.625000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -2077414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2077426.375000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -2077426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2077444.625000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -2077445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2077461.750000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -2077462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2077463.500000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -2077464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2077464.750000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -2077465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2077464.625000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -2077465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2077474.375000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -2077474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2077480.000000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -2077480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2077482.750000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -2077483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2077496.375000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -2077496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2077502.500000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -2077502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2077501.000000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -2077501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2077497.750000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -2077498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2077495.125000 Penalty: 4998.494141
	Iteration 38Q: 3 clusters Score -2077495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2077496.250000 Penalty: 4998.494141
	Iteration 39Q: 3 clusters Score -2077496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2077497.625000 Penalty: 4998.494141
	Iteration 40F: 3 clusters Score -2077498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2077496.625000 Penalty: 4998.494141
	Iteration 41Q: 3 clusters Score -2077497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2077497.125000 Penalty: 4998.494141
	Iteration 42Q: 3 clusters Score -2077497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2077498.875000 Penalty: 4998.494141
	Iteration 43Q: 3 clusters Score -2077499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2077498.250000 Penalty: 4998.494141
	Iteration 44Q: 3 clusters Score -2077498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2077498.125000 Penalty: 4998.494141
	Iteration 45Q: 3 clusters Score -2077498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2077500.125000 Penalty: 4998.494141
	Iteration 46Q: 3 clusters Score -2077500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2077499.875000 Penalty: 4998.494141
	Iteration 47Q: 3 clusters Score -2077500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2077498.000000 Penalty: 4998.494141
	Iteration 48Q: 3 clusters Score -2077498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2077503.375000 Penalty: 4998.494141
	Iteration 49Q: 3 clusters Score -2077503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2077503.375000 Penalty: 4998.494141
	Iteration 50F: 3 clusters Score -2077503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22014.347656 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -22014.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20754.306641 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -20754.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20858.548828 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -20858.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20883.091797 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -20883.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20893.685547 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -20893.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20904.929688 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -20904.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20909.552734 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -20909.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20909.552734 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -20909.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (212374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Entering Unmasked Estep 
Score: -18897068.000000 Penalty: 3041.993652
	Iteration 0F: 2 clusters Score -1.889707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -18754778.000000 Penalty: 6083.987305
	Iteration 0F: 3 clusters Score -1.875478e+07 nChanged 102449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -18814640.000000 Penalty: 6083.987305
	Iteration 1F: 3 clusters Score -1.881464e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -18816078.000000 Penalty: 6083.987305
	Iteration 2Q: 3 clusters Score -1.881608e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -18818046.000000 Penalty: 6083.987305
	Iteration 3Q: 3 clusters Score -1.881805e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -18821422.000000 Penalty: 6083.987305
	Iteration 4Q: 3 clusters Score -1.882142e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -18826946.000000 Penalty: 6083.987305
	Iteration 5F: 3 clusters Score -1.882695e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 143386 members 
Entering Unmasked Estep 
Score: -18836034.000000 Penalty: 6083.987305
	Iteration 6F: 3 clusters Score -1.883603e+07 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -18848426.000000 Penalty: 6083.987305
	Iteration 7F: 3 clusters Score -1.884843e+07 nChanged 16961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -18862406.000000 Penalty: 6083.987305
	Iteration 8F: 3 clusters Score -1.886241e+07 nChanged 14328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 189268 members 
Entering Unmasked Estep 
Score: -18875074.000000 Penalty: 6083.987305
	Iteration 9F: 3 clusters Score -1.887507e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 199417 members 
Entering Unmasked Estep 
Score: -18884096.000000 Penalty: 6083.987305
	Iteration 10Q: 3 clusters Score -1.88841e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 205502 members 
Entering Unmasked Estep 
Score: -18889808.000000 Penalty: 6083.987305
	Iteration 11Q: 3 clusters Score -1.888981e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 208518 members 
Entering Unmasked Estep 
Score: -18893018.000000 Penalty: 6083.987305
	Iteration 12Q: 3 clusters Score -1.889302e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -18895178.000000 Penalty: 6083.987305
	Iteration 13Q: 3 clusters Score -1.889518e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 209506 members 
Entering Unmasked Estep 
Score: -18896128.000000 Penalty: 6083.987305
	Iteration 14Q: 3 clusters Score -1.889613e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 209342 members 
Entering Unmasked Estep 
Score: -18896394.000000 Penalty: 6083.987305
	Iteration 15Q: 3 clusters Score -1.889639e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 209193 members 
Entering Unmasked Estep 
Score: -18896508.000000 Penalty: 6083.987305
	Iteration 16Q: 3 clusters Score -1.889651e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 209097 members 
Entering Unmasked Estep 
Score: -18896596.000000 Penalty: 6083.987305
	Iteration 17Q: 3 clusters Score -1.88966e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -18896640.000000 Penalty: 6083.987305
	Iteration 18Q: 3 clusters Score -1.889664e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 208955 members 
Entering Unmasked Estep 
Score: -18896634.000000 Penalty: 6083.987305
	Iteration 19Q: 3 clusters Score -1.889663e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 208916 members 
Entering Unmasked Estep 
Score: -18896660.000000 Penalty: 6083.987305
	Iteration 20F: 3 clusters Score -1.889666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 208881 members 
Entering Unmasked Estep 
Score: -18896672.000000 Penalty: 6083.987305
	Iteration 21Q: 3 clusters Score -1.889667e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 208855 members 
Entering Unmasked Estep 
Score: -18896704.000000 Penalty: 6083.987305
	Iteration 22Q: 3 clusters Score -1.88967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 208838 members 
Entering Unmasked Estep 
Score: -18896728.000000 Penalty: 6083.987305
	Iteration 23Q: 3 clusters Score -1.889673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 208820 members 
Entering Unmasked Estep 
Score: -18896728.000000 Penalty: 6083.987305
	Iteration 24Q: 3 clusters Score -1.889673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 208805 members 
Entering Unmasked Estep 
Score: -18896720.000000 Penalty: 6083.987305
	Iteration 25Q: 3 clusters Score -1.889672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 208792 members 
Entering Unmasked Estep 
Score: -18896698.000000 Penalty: 6083.987305
	Iteration 26Q: 3 clusters Score -1.88967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 208778 members 
Entering Unmasked Estep 
Score: -18896708.000000 Penalty: 6083.987305
	Iteration 27Q: 3 clusters Score -1.889671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 208764 members 
Entering Unmasked Estep 
Score: -18896706.000000 Penalty: 6083.987305
	Iteration 28Q: 3 clusters Score -1.889671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 208754 members 
Entering Unmasked Estep 
Score: -18896694.000000 Penalty: 6083.987305
	Iteration 29Q: 3 clusters Score -1.889669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 208738 members 
Entering Unmasked Estep 
Score: -18896696.000000 Penalty: 6083.987305
	Iteration 30Q: 3 clusters Score -1.88967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 208730 members 
Entering Unmasked Estep 
Score: -18896678.000000 Penalty: 6083.987305
	Iteration 31Q: 3 clusters Score -1.889668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 208726 members 
Entering Unmasked Estep 
Score: -18896682.000000 Penalty: 6083.987305
	Iteration 32Q: 3 clusters Score -1.889668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 208723 members 
Entering Unmasked Estep 
Score: -18896688.000000 Penalty: 6083.987305
	Iteration 33Q: 3 clusters Score -1.889669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 208717 members 
Entering Unmasked Estep 
Score: -18896702.000000 Penalty: 6083.987305
	Iteration 34Q: 3 clusters Score -1.88967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 208713 members 
Entering Unmasked Estep 
Score: -18896710.000000 Penalty: 6083.987305
	Iteration 35Q: 3 clusters Score -1.889671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 208713 members 
Entering Unmasked Estep 
Score: -18896710.000000 Penalty: 6083.987305
	Iteration 36F: 3 clusters Score -1.889671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Entering Unmasked Estep 
Score: -1945238.875000 Penalty: 2478.787109
	Iteration 0F: 2 clusters Score -1945239 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 10906 members 
Entering Unmasked Estep 
Score: -1929846.875000 Penalty: 4957.574219
	Iteration 0F: 3 clusters Score -1929847 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1935096.000000 Penalty: 4957.574219
	Iteration 1F: 3 clusters Score -1935096 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1935490.000000 Penalty: 4957.574219
	Iteration 2F: 3 clusters Score -1935490 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1935811.250000 Penalty: 4957.574219
	Iteration 3Q: 3 clusters Score -1935811 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1936125.500000 Penalty: 4957.574219
	Iteration 4Q: 3 clusters Score -1936126 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1936430.500000 Penalty: 4957.574219
	Iteration 5Q: 3 clusters Score -1936430 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1936792.750000 Penalty: 4957.574219
	Iteration 6Q: 3 clusters Score -1936793 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1937213.250000 Penalty: 4957.574219
	Iteration 7Q: 3 clusters Score -1937213 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1937806.875000 Penalty: 4957.574219
	Iteration 8Q: 3 clusters Score -1937807 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1938626.250000 Penalty: 4957.574219
	Iteration 9F: 3 clusters Score -1938626 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1939554.000000 Penalty: 4957.574219
	Iteration 10F: 3 clusters Score -1939554 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1940407.500000 Penalty: 4957.574219
	Iteration 11F: 3 clusters Score -1940408 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1941163.000000 Penalty: 4957.574219
	Iteration 12Q: 3 clusters Score -1941163 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1941782.000000 Penalty: 4957.574219
	Iteration 13Q: 3 clusters Score -1941782 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1942215.250000 Penalty: 4957.574219
	Iteration 14Q: 3 clusters Score -1942215 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1942530.125000 Penalty: 4957.574219
	Iteration 15Q: 3 clusters Score -1942530 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1942735.625000 Penalty: 4957.574219
	Iteration 16Q: 3 clusters Score -1942736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1942882.500000 Penalty: 4957.574219
	Iteration 17Q: 3 clusters Score -1942882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1942971.500000 Penalty: 4957.574219
	Iteration 18Q: 3 clusters Score -1942972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1943054.500000 Penalty: 4957.574219
	Iteration 19Q: 3 clusters Score -1943054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1943109.625000 Penalty: 4957.574219
	Iteration 20F: 3 clusters Score -1943110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1943144.750000 Penalty: 4957.574219
	Iteration 21Q: 3 clusters Score -1943145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1943163.875000 Penalty: 4957.574219
	Iteration 22Q: 3 clusters Score -1943164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1943175.375000 Penalty: 4957.574219
	Iteration 23Q: 3 clusters Score -1943175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1943186.250000 Penalty: 4957.574219
	Iteration 24Q: 3 clusters Score -1943186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1943193.250000 Penalty: 4957.574219
	Iteration 25Q: 3 clusters Score -1943193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1943197.375000 Penalty: 4957.574219
	Iteration 26Q: 3 clusters Score -1943197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1943209.125000 Penalty: 4957.574219
	Iteration 27Q: 3 clusters Score -1943209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1943212.000000 Penalty: 4957.574219
	Iteration 28Q: 3 clusters Score -1943212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1943225.250000 Penalty: 4957.574219
	Iteration 29Q: 3 clusters Score -1943225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1943227.250000 Penalty: 4957.574219
	Iteration 30Q: 3 clusters Score -1943227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1943231.500000 Penalty: 4957.574219
	Iteration 31Q: 3 clusters Score -1943232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1943234.125000 Penalty: 4957.574219
	Iteration 32Q: 3 clusters Score -1943234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1943237.500000 Penalty: 4957.574219
	Iteration 33Q: 3 clusters Score -1943238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1943240.750000 Penalty: 4957.574219
	Iteration 34Q: 3 clusters Score -1943241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1943245.750000 Penalty: 4957.574219
	Iteration 35Q: 3 clusters Score -1943246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1943248.125000 Penalty: 4957.574219
	Iteration 36Q: 3 clusters Score -1943248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1943249.500000 Penalty: 4957.574219
	Iteration 37Q: 3 clusters Score -1943250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1943248.375000 Penalty: 4957.574219
	Iteration 38Q: 3 clusters Score -1943248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1943249.375000 Penalty: 4957.574219
	Iteration 39Q: 3 clusters Score -1943249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1943248.500000 Penalty: 4957.574219
	Iteration 40F: 3 clusters Score -1943248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1943250.750000 Penalty: 4957.574219
	Iteration 41Q: 3 clusters Score -1943251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1943249.625000 Penalty: 4957.574219
	Iteration 42Q: 3 clusters Score -1943250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1943249.625000 Penalty: 4957.574219
	Iteration 43F: 3 clusters Score -1943250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Entering Unmasked Estep 
Score: -3353474.250000 Penalty: 2606.632080
	Iteration 0F: 2 clusters Score -3353474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3328487.250000 Penalty: 5213.264160
	Iteration 0F: 3 clusters Score -3328487 nChanged 16758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3337560.000000 Penalty: 5213.264160
	Iteration 1F: 3 clusters Score -3337560 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3338014.500000 Penalty: 5213.264160
	Iteration 2Q: 3 clusters Score -3338014 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3338431.750000 Penalty: 5213.264160
	Iteration 3Q: 3 clusters Score -3338432 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3338817.500000 Penalty: 5213.264160
	Iteration 4Q: 3 clusters Score -3338818 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3339190.750000 Penalty: 5213.264160
	Iteration 5Q: 3 clusters Score -3339191 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3339616.750000 Penalty: 5213.264160
	Iteration 6Q: 3 clusters Score -3339617 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3340098.750000 Penalty: 5213.264160
	Iteration 7Q: 3 clusters Score -3340099 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3340737.000000 Penalty: 5213.264160
	Iteration 8Q: 3 clusters Score -3340737 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3341550.250000 Penalty: 5213.264160
	Iteration 9Q: 3 clusters Score -3341550 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3342631.500000 Penalty: 5213.264160
	Iteration 10Q: 3 clusters Score -3342632 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3343911.250000 Penalty: 5213.264160
	Iteration 11F: 3 clusters Score -3343911 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3344936.250000 Penalty: 5213.264160
	Iteration 12Q: 3 clusters Score -3344936 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3345473.750000 Penalty: 5213.264160
	Iteration 13Q: 3 clusters Score -3345474 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3345716.250000 Penalty: 5213.264160
	Iteration 14Q: 3 clusters Score -3345716 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3345831.250000 Penalty: 5213.264160
	Iteration 15Q: 3 clusters Score -3345831 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3345916.250000 Penalty: 5213.264160
	Iteration 16Q: 3 clusters Score -3345916 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3345965.250000 Penalty: 5213.264160
	Iteration 17Q: 3 clusters Score -3345965 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3346016.500000 Penalty: 5213.264160
	Iteration 18Q: 3 clusters Score -3346016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3346054.250000 Penalty: 5213.264160
	Iteration 19Q: 3 clusters Score -3346054 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3346111.750000 Penalty: 5213.264160
	Iteration 20F: 3 clusters Score -3346112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3346185.500000 Penalty: 5213.264160
	Iteration 21Q: 3 clusters Score -3346186 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3346234.250000 Penalty: 5213.264160
	Iteration 22Q: 3 clusters Score -3346234 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3346282.000000 Penalty: 5213.264160
	Iteration 23Q: 3 clusters Score -3346282 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3346337.250000 Penalty: 5213.264160
	Iteration 24Q: 3 clusters Score -3346337 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3346427.500000 Penalty: 5213.264160
	Iteration 25Q: 3 clusters Score -3346428 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3346509.000000 Penalty: 5213.264160
	Iteration 26Q: 3 clusters Score -3346509 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3346601.500000 Penalty: 5213.264160
	Iteration 27Q: 3 clusters Score -3346602 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3346702.250000 Penalty: 5213.264160
	Iteration 28Q: 3 clusters Score -3346702 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3346801.250000 Penalty: 5213.264160
	Iteration 29Q: 3 clusters Score -3346801 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3346906.250000 Penalty: 5213.264160
	Iteration 30Q: 3 clusters Score -3346906 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3347015.500000 Penalty: 5213.264160
	Iteration 31Q: 3 clusters Score -3347016 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3347140.000000 Penalty: 5213.264160
	Iteration 32Q: 3 clusters Score -3347140 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3347255.500000 Penalty: 5213.264160
	Iteration 33Q: 3 clusters Score -3347256 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3347394.750000 Penalty: 5213.264160
	Iteration 34Q: 3 clusters Score -3347395 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3347555.500000 Penalty: 5213.264160
	Iteration 35Q: 3 clusters Score -3347556 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3347715.250000 Penalty: 5213.264160
	Iteration 36Q: 3 clusters Score -3347715 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3347865.500000 Penalty: 5213.264160
	Iteration 37Q: 3 clusters Score -3347866 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3348016.250000 Penalty: 5213.264160
	Iteration 38Q: 3 clusters Score -3348016 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3348163.750000 Penalty: 5213.264160
	Iteration 39Q: 3 clusters Score -3348164 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3348298.750000 Penalty: 5213.264160
	Iteration 40F: 3 clusters Score -3348299 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3348446.500000 Penalty: 5213.264160
	Iteration 41Q: 3 clusters Score -3348446 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3348591.000000 Penalty: 5213.264160
	Iteration 42Q: 3 clusters Score -3348591 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3348713.250000 Penalty: 5213.264160
	Iteration 43Q: 3 clusters Score -3348713 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3348838.250000 Penalty: 5213.264160
	Iteration 44Q: 3 clusters Score -3348838 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3348931.250000 Penalty: 5213.264160
	Iteration 45Q: 3 clusters Score -3348931 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3349030.500000 Penalty: 5213.264160
	Iteration 46Q: 3 clusters Score -3349030 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3349145.000000 Penalty: 5213.264160
	Iteration 47Q: 3 clusters Score -3349145 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3349259.250000 Penalty: 5213.264160
	Iteration 48Q: 3 clusters Score -3349259 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3349356.750000 Penalty: 5213.264160
	Iteration 49Q: 3 clusters Score -3349357 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3349444.750000 Penalty: 5213.264160
	Iteration 50Q: 3 clusters Score -3349445 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3349527.500000 Penalty: 5213.264160
	Iteration 51Q: 3 clusters Score -3349528 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3349606.500000 Penalty: 5213.264160
	Iteration 52Q: 3 clusters Score -3349606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3349690.250000 Penalty: 5213.264160
	Iteration 53Q: 3 clusters Score -3349690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3349765.750000 Penalty: 5213.264160
	Iteration 54Q: 3 clusters Score -3349766 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3349836.000000 Penalty: 5213.264160
	Iteration 55Q: 3 clusters Score -3349836 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3349908.250000 Penalty: 5213.264160
	Iteration 56Q: 3 clusters Score -3349908 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3349969.500000 Penalty: 5213.264160
	Iteration 57Q: 3 clusters Score -3349970 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3350022.750000 Penalty: 5213.264160
	Iteration 58Q: 3 clusters Score -3350023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3350083.500000 Penalty: 5213.264160
	Iteration 59Q: 3 clusters Score -3350084 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3350144.000000 Penalty: 5213.264160
	Iteration 60F: 3 clusters Score -3350144 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3350205.250000 Penalty: 5213.264160
	Iteration 61Q: 3 clusters Score -3350205 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3350259.250000 Penalty: 5213.264160
	Iteration 62Q: 3 clusters Score -3350259 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3350310.000000 Penalty: 5213.264160
	Iteration 63Q: 3 clusters Score -3350310 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3350356.000000 Penalty: 5213.264160
	Iteration 64Q: 3 clusters Score -3350356 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3350420.750000 Penalty: 5213.264160
	Iteration 65Q: 3 clusters Score -3350421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3350463.000000 Penalty: 5213.264160
	Iteration 66Q: 3 clusters Score -3350463 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3350514.500000 Penalty: 5213.264160
	Iteration 67Q: 3 clusters Score -3350514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3350581.250000 Penalty: 5213.264160
	Iteration 68Q: 3 clusters Score -3350581 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3350629.750000 Penalty: 5213.264160
	Iteration 69Q: 3 clusters Score -3350630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3350664.000000 Penalty: 5213.264160
	Iteration 70Q: 3 clusters Score -3350664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3350722.500000 Penalty: 5213.264160
	Iteration 71Q: 3 clusters Score -3350722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3350781.000000 Penalty: 5213.264160
	Iteration 72Q: 3 clusters Score -3350781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3350829.750000 Penalty: 5213.264160
	Iteration 73Q: 3 clusters Score -3350830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3350880.250000 Penalty: 5213.264160
	Iteration 74Q: 3 clusters Score -3350880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3350923.000000 Penalty: 5213.264160
	Iteration 75Q: 3 clusters Score -3350923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3350945.000000 Penalty: 5213.264160
	Iteration 76Q: 3 clusters Score -3350945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3350992.500000 Penalty: 5213.264160
	Iteration 77Q: 3 clusters Score -3350992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3351031.750000 Penalty: 5213.264160
	Iteration 78Q: 3 clusters Score -3351032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3351052.250000 Penalty: 5213.264160
	Iteration 79Q: 3 clusters Score -3351052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3351066.250000 Penalty: 5213.264160
	Iteration 80F: 3 clusters Score -3351066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3351077.250000 Penalty: 5213.264160
	Iteration 81Q: 3 clusters Score -3351077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3351101.000000 Penalty: 5213.264160
	Iteration 82Q: 3 clusters Score -3351101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3351110.500000 Penalty: 5213.264160
	Iteration 83Q: 3 clusters Score -3351110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3351135.000000 Penalty: 5213.264160
	Iteration 84Q: 3 clusters Score -3351135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3351145.750000 Penalty: 5213.264160
	Iteration 85Q: 3 clusters Score -3351146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3351165.750000 Penalty: 5213.264160
	Iteration 86Q: 3 clusters Score -3351166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3351168.750000 Penalty: 5213.264160
	Iteration 87Q: 3 clusters Score -3351169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3351182.750000 Penalty: 5213.264160
	Iteration 88Q: 3 clusters Score -3351183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3351187.250000 Penalty: 5213.264160
	Iteration 89Q: 3 clusters Score -3351187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3351200.500000 Penalty: 5213.264160
	Iteration 90Q: 3 clusters Score -3351200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3351203.000000 Penalty: 5213.264160
	Iteration 91Q: 3 clusters Score -3351203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3351208.000000 Penalty: 5213.264160
	Iteration 92Q: 3 clusters Score -3351208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3351208.500000 Penalty: 5213.264160
	Iteration 93Q: 3 clusters Score -3351208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3351219.750000 Penalty: 5213.264160
	Iteration 94Q: 3 clusters Score -3351220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3351213.750000 Penalty: 5213.264160
	Iteration 95Q: 3 clusters Score -3351214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3351224.000000 Penalty: 5213.264160
	Iteration 96Q: 3 clusters Score -3351224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3351220.500000 Penalty: 5213.264160
	Iteration 97Q: 3 clusters Score -3351220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3351224.500000 Penalty: 5213.264160
	Iteration 98Q: 3 clusters Score -3351224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3351229.250000 Penalty: 5213.264160
	Iteration 99Q: 3 clusters Score -3351229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3351232.500000 Penalty: 5213.264160
	Iteration 100F: 3 clusters Score -3351232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3351247.000000 Penalty: 5213.264160
	Iteration 101Q: 3 clusters Score -3351247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3351252.500000 Penalty: 5213.264160
	Iteration 102Q: 3 clusters Score -3351252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3351248.000000 Penalty: 5213.264160
	Iteration 103Q: 3 clusters Score -3351248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3351254.500000 Penalty: 5213.264160
	Iteration 104Q: 3 clusters Score -3351254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3351258.250000 Penalty: 5213.264160
	Iteration 105Q: 3 clusters Score -3351258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3351259.750000 Penalty: 5213.264160
	Iteration 106Q: 3 clusters Score -3351260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3351263.500000 Penalty: 5213.264160
	Iteration 107Q: 3 clusters Score -3351264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3351267.000000 Penalty: 5213.264160
	Iteration 108Q: 3 clusters Score -3351267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3351268.000000 Penalty: 5213.264160
	Iteration 109Q: 3 clusters Score -3351268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3351269.250000 Penalty: 5213.264160
	Iteration 110Q: 3 clusters Score -3351269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3351269.250000 Penalty: 5213.264160
	Iteration 111F: 3 clusters Score -3351269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (210106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210106 members 
Entering Unmasked Estep 
Score: -18450238.000000 Penalty: 3039.331055
	Iteration 0F: 2 clusters Score -1.845024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -18309558.000000 Penalty: 6078.662109
	Iteration 0F: 3 clusters Score -1.830956e+07 nChanged 100948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -18368902.000000 Penalty: 6078.662109
	Iteration 1F: 3 clusters Score -1.83689e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -18370282.000000 Penalty: 6078.662109
	Iteration 2Q: 3 clusters Score -1.837028e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -18371954.000000 Penalty: 6078.662109
	Iteration 3Q: 3 clusters Score -1.837195e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -18373928.000000 Penalty: 6078.662109
	Iteration 4Q: 3 clusters Score -1.837393e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -18376354.000000 Penalty: 6078.662109
	Iteration 5Q: 3 clusters Score -1.837635e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -18379440.000000 Penalty: 6078.662109
	Iteration 6Q: 3 clusters Score -1.837944e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -18382804.000000 Penalty: 6078.662109
	Iteration 7Q: 3 clusters Score -1.83828e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -18387130.000000 Penalty: 6078.662109
	Iteration 8Q: 3 clusters Score -1.838713e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -18392282.000000 Penalty: 6078.662109
	Iteration 9Q: 3 clusters Score -1.839228e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -18399050.000000 Penalty: 6078.662109
	Iteration 10F: 3 clusters Score -1.839905e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 108306 members 
Entering Unmasked Estep 
Score: -18405474.000000 Penalty: 6078.662109
	Iteration 11F: 3 clusters Score -1.840547e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -18409536.000000 Penalty: 6078.662109
	Iteration 12Q: 3 clusters Score -1.840954e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -18410874.000000 Penalty: 6078.662109
	Iteration 13Q: 3 clusters Score -1.841087e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -18411562.000000 Penalty: 6078.662109
	Iteration 14Q: 3 clusters Score -1.841156e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -18411858.000000 Penalty: 6078.662109
	Iteration 15Q: 3 clusters Score -1.841186e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -18411982.000000 Penalty: 6078.662109
	Iteration 16Q: 3 clusters Score -1.841198e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -18412190.000000 Penalty: 6078.662109
	Iteration 17Q: 3 clusters Score -1.841219e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -18412436.000000 Penalty: 6078.662109
	Iteration 18Q: 3 clusters Score -1.841244e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -18412620.000000 Penalty: 6078.662109
	Iteration 19Q: 3 clusters Score -1.841262e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -18412808.000000 Penalty: 6078.662109
	Iteration 20F: 3 clusters Score -1.841281e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -18412922.000000 Penalty: 6078.662109
	Iteration 21Q: 3 clusters Score -1.841292e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 117610 members 
Entering Unmasked Estep 
Score: -18413060.000000 Penalty: 6078.662109
	Iteration 22Q: 3 clusters Score -1.841306e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -18413258.000000 Penalty: 6078.662109
	Iteration 23Q: 3 clusters Score -1.841326e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -18413472.000000 Penalty: 6078.662109
	Iteration 24Q: 3 clusters Score -1.841347e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -18413634.000000 Penalty: 6078.662109
	Iteration 25Q: 3 clusters Score -1.841363e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -18413888.000000 Penalty: 6078.662109
	Iteration 26Q: 3 clusters Score -1.841389e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -18414160.000000 Penalty: 6078.662109
	Iteration 27Q: 3 clusters Score -1.841416e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 127153 members 
Entering Unmasked Estep 
Score: -18414426.000000 Penalty: 6078.662109
	Iteration 28Q: 3 clusters Score -1.841443e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 129246 members 
Entering Unmasked Estep 
Score: -18414848.000000 Penalty: 6078.662109
	Iteration 29Q: 3 clusters Score -1.841485e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -18415274.000000 Penalty: 6078.662109
	Iteration 30Q: 3 clusters Score -1.841527e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -18415798.000000 Penalty: 6078.662109
	Iteration 31Q: 3 clusters Score -1.84158e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 136649 members 
Entering Unmasked Estep 
Score: -18416252.000000 Penalty: 6078.662109
	Iteration 32Q: 3 clusters Score -1.841625e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 139500 members 
Entering Unmasked Estep 
Score: -18416956.000000 Penalty: 6078.662109
	Iteration 33Q: 3 clusters Score -1.841696e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -18417616.000000 Penalty: 6078.662109
	Iteration 34Q: 3 clusters Score -1.841762e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -18418460.000000 Penalty: 6078.662109
	Iteration 35Q: 3 clusters Score -1.841846e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 149097 members 
Entering Unmasked Estep 
Score: -18419290.000000 Penalty: 6078.662109
	Iteration 36Q: 3 clusters Score -1.841929e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -18420264.000000 Penalty: 6078.662109
	Iteration 37Q: 3 clusters Score -1.842026e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -18421534.000000 Penalty: 6078.662109
	Iteration 38Q: 3 clusters Score -1.842153e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -18422864.000000 Penalty: 6078.662109
	Iteration 39Q: 3 clusters Score -1.842286e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -18424292.000000 Penalty: 6078.662109
	Iteration 40F: 3 clusters Score -1.842429e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -18425818.000000 Penalty: 6078.662109
	Iteration 41Q: 3 clusters Score -1.842582e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -18427570.000000 Penalty: 6078.662109
	Iteration 42Q: 3 clusters Score -1.842757e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 177150 members 
Entering Unmasked Estep 
Score: -18429494.000000 Penalty: 6078.662109
	Iteration 43Q: 3 clusters Score -1.842949e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 181337 members 
Entering Unmasked Estep 
Score: -18431478.000000 Penalty: 6078.662109
	Iteration 44Q: 3 clusters Score -1.843148e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 185464 members 
Entering Unmasked Estep 
Score: -18433556.000000 Penalty: 6078.662109
	Iteration 45Q: 3 clusters Score -1.843356e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 189419 members 
Entering Unmasked Estep 
Score: -18435668.000000 Penalty: 6078.662109
	Iteration 46Q: 3 clusters Score -1.843567e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 193103 members 
Entering Unmasked Estep 
Score: -18437806.000000 Penalty: 6078.662109
	Iteration 47Q: 3 clusters Score -1.843781e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 196371 members 
Entering Unmasked Estep 
Score: -18439584.000000 Penalty: 6078.662109
	Iteration 48Q: 3 clusters Score -1.843958e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 199256 members 
Entering Unmasked Estep 
Score: -18441212.000000 Penalty: 6078.662109
	Iteration 49Q: 3 clusters Score -1.844121e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 201635 members 
Entering Unmasked Estep 
Score: -18442648.000000 Penalty: 6078.662109
	Iteration 50Q: 3 clusters Score -1.844265e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 203594 members 
Entering Unmasked Estep 
Score: -18443888.000000 Penalty: 6078.662109
	Iteration 51Q: 3 clusters Score -1.844389e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 205134 members 
Entering Unmasked Estep 
Score: -18444914.000000 Penalty: 6078.662109
	Iteration 52Q: 3 clusters Score -1.844491e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 206352 members 
Entering Unmasked Estep 
Score: -18445668.000000 Penalty: 6078.662109
	Iteration 53Q: 3 clusters Score -1.844567e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 207272 members 
Entering Unmasked Estep 
Score: -18446176.000000 Penalty: 6078.662109
	Iteration 54Q: 3 clusters Score -1.844618e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 207884 members 
Entering Unmasked Estep 
Score: -18446558.000000 Penalty: 6078.662109
	Iteration 55Q: 3 clusters Score -1.844656e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 208349 members 
Entering Unmasked Estep 
Score: -18446910.000000 Penalty: 6078.662109
	Iteration 56Q: 3 clusters Score -1.844691e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 208647 members 
Entering Unmasked Estep 
Score: -18447128.000000 Penalty: 6078.662109
	Iteration 57Q: 3 clusters Score -1.844713e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 208833 members 
Entering Unmasked Estep 
Score: -18447210.000000 Penalty: 6078.662109
	Iteration 58Q: 3 clusters Score -1.844721e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 208967 members 
Entering Unmasked Estep 
Score: -18447330.000000 Penalty: 6078.662109
	Iteration 59Q: 3 clusters Score -1.844733e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 209052 members 
Entering Unmasked Estep 
Score: -18447366.000000 Penalty: 6078.662109
	Iteration 60F: 3 clusters Score -1.844737e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 209121 members 
Entering Unmasked Estep 
Score: -18447422.000000 Penalty: 6078.662109
	Iteration 61Q: 3 clusters Score -1.844742e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 209171 members 
Entering Unmasked Estep 
Score: -18447424.000000 Penalty: 6078.662109
	Iteration 62Q: 3 clusters Score -1.844742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 209211 members 
Entering Unmasked Estep 
Score: -18447452.000000 Penalty: 6078.662109
	Iteration 63Q: 3 clusters Score -1.844745e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -18447474.000000 Penalty: 6078.662109
	Iteration 64Q: 3 clusters Score -1.844747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 209273 members 
Entering Unmasked Estep 
Score: -18447504.000000 Penalty: 6078.662109
	Iteration 65Q: 3 clusters Score -1.84475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 209302 members 
Entering Unmasked Estep 
Score: -18447516.000000 Penalty: 6078.662109
	Iteration 66Q: 3 clusters Score -1.844752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 209314 members 
Entering Unmasked Estep 
Score: -18447536.000000 Penalty: 6078.662109
	Iteration 67Q: 3 clusters Score -1.844754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 209328 members 
Entering Unmasked Estep 
Score: -18447552.000000 Penalty: 6078.662109
	Iteration 68Q: 3 clusters Score -1.844755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 209343 members 
Entering Unmasked Estep 
Score: -18447562.000000 Penalty: 6078.662109
	Iteration 69Q: 3 clusters Score -1.844756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 209355 members 
Entering Unmasked Estep 
Score: -18447566.000000 Penalty: 6078.662109
	Iteration 70Q: 3 clusters Score -1.844757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 209356 members 
Entering Unmasked Estep 
Score: -18447584.000000 Penalty: 6078.662109
	Iteration 71Q: 3 clusters Score -1.844758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 209366 members 
Entering Unmasked Estep 
Score: -18447600.000000 Penalty: 6078.662109
	Iteration 72Q: 3 clusters Score -1.84476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 209372 members 
Entering Unmasked Estep 
Score: -18447592.000000 Penalty: 6078.662109
	Iteration 73Q: 3 clusters Score -1.844759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 209375 members 
Entering Unmasked Estep 
Score: -18447600.000000 Penalty: 6078.662109
	Iteration 74Q: 3 clusters Score -1.84476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 209384 members 
Entering Unmasked Estep 
Score: -18447612.000000 Penalty: 6078.662109
	Iteration 75Q: 3 clusters Score -1.844761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 209392 members 
Entering Unmasked Estep 
Score: -18447618.000000 Penalty: 6078.662109
	Iteration 76Q: 3 clusters Score -1.844762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 209399 members 
Entering Unmasked Estep 
Score: -18447614.000000 Penalty: 6078.662109
	Iteration 77Q: 3 clusters Score -1.844761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 209404 members 
Entering Unmasked Estep 
Score: -18447612.000000 Penalty: 6078.662109
	Iteration 78Q: 3 clusters Score -1.844761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 209409 members 
Entering Unmasked Estep 
Score: -18447622.000000 Penalty: 6078.662109
	Iteration 79Q: 3 clusters Score -1.844762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 209411 members 
Entering Unmasked Estep 
Score: -18447628.000000 Penalty: 6078.662109
	Iteration 80F: 3 clusters Score -1.844763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -18447620.000000 Penalty: 6078.662109
	Iteration 81Q: 3 clusters Score -1.844762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -18447630.000000 Penalty: 6078.662109
	Iteration 82Q: 3 clusters Score -1.844763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -18447630.000000 Penalty: 6078.662109
	Iteration 83F: 3 clusters Score -1.844763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Entering Unmasked Estep 
Score: -13424591.000000 Penalty: 2954.536133
	Iteration 0F: 2 clusters Score -1.342459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -13324802.000000 Penalty: 5909.072266
	Iteration 0F: 3 clusters Score -1.33248e+07 nChanged 70986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -13366218.000000 Penalty: 5909.072266
	Iteration 1F: 3 clusters Score -1.336622e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -13367347.000000 Penalty: 5909.072266
	Iteration 2Q: 3 clusters Score -1.336735e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -13368750.000000 Penalty: 5909.072266
	Iteration 3Q: 3 clusters Score -1.336875e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -13370525.000000 Penalty: 5909.072266
	Iteration 4Q: 3 clusters Score -1.337052e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -13372504.000000 Penalty: 5909.072266
	Iteration 5Q: 3 clusters Score -1.33725e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -13375547.000000 Penalty: 5909.072266
	Iteration 6Q: 3 clusters Score -1.337555e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -13379523.000000 Penalty: 5909.072266
	Iteration 7F: 3 clusters Score -1.337952e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -13385148.000000 Penalty: 5909.072266
	Iteration 8F: 3 clusters Score -1.338515e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -13391772.000000 Penalty: 5909.072266
	Iteration 9F: 3 clusters Score -1.339177e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -13397707.000000 Penalty: 5909.072266
	Iteration 10F: 3 clusters Score -1.339771e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -13401569.000000 Penalty: 5909.072266
	Iteration 11Q: 3 clusters Score -1.340157e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 113562 members 
Entering Unmasked Estep 
Score: -13403881.000000 Penalty: 5909.072266
	Iteration 12Q: 3 clusters Score -1.340388e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 116735 members 
Entering Unmasked Estep 
Score: -13405487.000000 Penalty: 5909.072266
	Iteration 13Q: 3 clusters Score -1.340549e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -13406992.000000 Penalty: 5909.072266
	Iteration 14Q: 3 clusters Score -1.340699e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -13408456.000000 Penalty: 5909.072266
	Iteration 15Q: 3 clusters Score -1.340846e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 126015 members 
Entering Unmasked Estep 
Score: -13409990.000000 Penalty: 5909.072266
	Iteration 16Q: 3 clusters Score -1.340999e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -13411396.000000 Penalty: 5909.072266
	Iteration 17Q: 3 clusters Score -1.34114e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -13412807.000000 Penalty: 5909.072266
	Iteration 18Q: 3 clusters Score -1.341281e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -13414043.000000 Penalty: 5909.072266
	Iteration 19Q: 3 clusters Score -1.341404e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 136001 members 
Entering Unmasked Estep 
Score: -13415433.000000 Penalty: 5909.072266
	Iteration 20F: 3 clusters Score -1.341543e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 137943 members 
Entering Unmasked Estep 
Score: -13416443.000000 Penalty: 5909.072266
	Iteration 21Q: 3 clusters Score -1.341644e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 139673 members 
Entering Unmasked Estep 
Score: -13417563.000000 Penalty: 5909.072266
	Iteration 22Q: 3 clusters Score -1.341756e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -13418443.000000 Penalty: 5909.072266
	Iteration 23Q: 3 clusters Score -1.341844e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 142409 members 
Entering Unmasked Estep 
Score: -13419106.000000 Penalty: 5909.072266
	Iteration 24Q: 3 clusters Score -1.341911e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -13419672.000000 Penalty: 5909.072266
	Iteration 25Q: 3 clusters Score -1.341967e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -13420173.000000 Penalty: 5909.072266
	Iteration 26Q: 3 clusters Score -1.342017e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 145154 members 
Entering Unmasked Estep 
Score: -13420547.000000 Penalty: 5909.072266
	Iteration 27Q: 3 clusters Score -1.342055e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -13420856.000000 Penalty: 5909.072266
	Iteration 28Q: 3 clusters Score -1.342086e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 146256 members 
Entering Unmasked Estep 
Score: -13421091.000000 Penalty: 5909.072266
	Iteration 29Q: 3 clusters Score -1.342109e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -13421293.000000 Penalty: 5909.072266
	Iteration 30Q: 3 clusters Score -1.342129e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 146998 members 
Entering Unmasked Estep 
Score: -13421448.000000 Penalty: 5909.072266
	Iteration 31Q: 3 clusters Score -1.342145e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -13421570.000000 Penalty: 5909.072266
	Iteration 32Q: 3 clusters Score -1.342157e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -13421638.000000 Penalty: 5909.072266
	Iteration 33Q: 3 clusters Score -1.342164e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -13421682.000000 Penalty: 5909.072266
	Iteration 34Q: 3 clusters Score -1.342168e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 147752 members 
Entering Unmasked Estep 
Score: -13421765.000000 Penalty: 5909.072266
	Iteration 35Q: 3 clusters Score -1.342176e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -13421830.000000 Penalty: 5909.072266
	Iteration 36Q: 3 clusters Score -1.342183e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -13421843.000000 Penalty: 5909.072266
	Iteration 37Q: 3 clusters Score -1.342184e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -13421886.000000 Penalty: 5909.072266
	Iteration 38Q: 3 clusters Score -1.342189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -13421920.000000 Penalty: 5909.072266
	Iteration 39Q: 3 clusters Score -1.342192e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -13421936.000000 Penalty: 5909.072266
	Iteration 40F: 3 clusters Score -1.342194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -13421958.000000 Penalty: 5909.072266
	Iteration 41Q: 3 clusters Score -1.342196e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 148195 members 
Entering Unmasked Estep 
Score: -13421976.000000 Penalty: 5909.072266
	Iteration 42Q: 3 clusters Score -1.342198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 148219 members 
Entering Unmasked Estep 
Score: -13421978.000000 Penalty: 5909.072266
	Iteration 43Q: 3 clusters Score -1.342198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -13421981.000000 Penalty: 5909.072266
	Iteration 44Q: 3 clusters Score -1.342198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -13422007.000000 Penalty: 5909.072266
	Iteration 45Q: 3 clusters Score -1.342201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 148284 members 
Entering Unmasked Estep 
Score: -13422025.000000 Penalty: 5909.072266
	Iteration 46Q: 3 clusters Score -1.342202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 148301 members 
Entering Unmasked Estep 
Score: -13422042.000000 Penalty: 5909.072266
	Iteration 47Q: 3 clusters Score -1.342204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -13422039.000000 Penalty: 5909.072266
	Iteration 48Q: 3 clusters Score -1.342204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 148332 members 
Entering Unmasked Estep 
Score: -13422034.000000 Penalty: 5909.072266
	Iteration 49Q: 3 clusters Score -1.342203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -13422033.000000 Penalty: 5909.072266
	Iteration 50Q: 3 clusters Score -1.342203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 148360 members 
Entering Unmasked Estep 
Score: -13422036.000000 Penalty: 5909.072266
	Iteration 51Q: 3 clusters Score -1.342204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 148377 members 
Entering Unmasked Estep 
Score: -13422070.000000 Penalty: 5909.072266
	Iteration 52Q: 3 clusters Score -1.342207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -13422089.000000 Penalty: 5909.072266
	Iteration 53Q: 3 clusters Score -1.342209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 148409 members 
Entering Unmasked Estep 
Score: -13422084.000000 Penalty: 5909.072266
	Iteration 54Q: 3 clusters Score -1.342208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 148419 members 
Entering Unmasked Estep 
Score: -13422082.000000 Penalty: 5909.072266
	Iteration 55Q: 3 clusters Score -1.342208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 148423 members 
Entering Unmasked Estep 
Score: -13422095.000000 Penalty: 5909.072266
	Iteration 56Q: 3 clusters Score -1.34221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -13422091.000000 Penalty: 5909.072266
	Iteration 57Q: 3 clusters Score -1.342209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -13422096.000000 Penalty: 5909.072266
	Iteration 58Q: 3 clusters Score -1.34221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -13422118.000000 Penalty: 5909.072266
	Iteration 59Q: 3 clusters Score -1.342212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -13422101.000000 Penalty: 5909.072266
	Iteration 60F: 3 clusters Score -1.34221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -13422102.000000 Penalty: 5909.072266
	Iteration 61Q: 3 clusters Score -1.34221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 148438 members 
Entering Unmasked Estep 
Score: -13422106.000000 Penalty: 5909.072266
	Iteration 62Q: 3 clusters Score -1.342211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 148438 members 
Entering Unmasked Estep 
Score: -13422102.000000 Penalty: 5909.072266
	Iteration 63Q: 3 clusters Score -1.34221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -13422106.000000 Penalty: 5909.072266
	Iteration 64Q: 3 clusters Score -1.342211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 148446 members 
Entering Unmasked Estep 
Score: -13422106.000000 Penalty: 5909.072266
	Iteration 65Q: 3 clusters Score -1.342211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -13422107.000000 Penalty: 5909.072266
	Iteration 66Q: 3 clusters Score -1.342211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -13422107.000000 Penalty: 5909.072266
	Iteration 67Q: 3 clusters Score -1.342211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -13422116.000000 Penalty: 5909.072266
	Iteration 68Q: 3 clusters Score -1.342212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 148463 members 
Entering Unmasked Estep 
Score: -13422120.000000 Penalty: 5909.072266
	Iteration 69Q: 3 clusters Score -1.342212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -13422114.000000 Penalty: 5909.072266
	Iteration 70Q: 3 clusters Score -1.342211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -13422114.000000 Penalty: 5909.072266
	Iteration 71Q: 3 clusters Score -1.342211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -13422112.000000 Penalty: 5909.072266
	Iteration 72Q: 3 clusters Score -1.342211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -13422120.000000 Penalty: 5909.072266
	Iteration 73Q: 3 clusters Score -1.342212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 148469 members 
Entering Unmasked Estep 
Score: -13422117.000000 Penalty: 5909.072266
	Iteration 74Q: 3 clusters Score -1.342212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -13422119.000000 Penalty: 5909.072266
	Iteration 75Q: 3 clusters Score -1.342212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 148472 members 
Entering Unmasked Estep 
Score: -13422122.000000 Penalty: 5909.072266
	Iteration 76Q: 3 clusters Score -1.342212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 148473 members 
Entering Unmasked Estep 
Score: -13422117.000000 Penalty: 5909.072266
	Iteration 77Q: 3 clusters Score -1.342212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 148473 members 
Entering Unmasked Estep 
Score: -13422117.000000 Penalty: 5909.072266
	Iteration 78F: 3 clusters Score -1.342212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Entering Unmasked Estep 
Score: -4228371.000000 Penalty: 2669.181152
	Iteration 0F: 2 clusters Score -4228371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -4196539.000000 Penalty: 5338.362305
	Iteration 0F: 3 clusters Score -4196539 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4208676.000000 Penalty: 5338.362305
	Iteration 1F: 3 clusters Score -4208676 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -4209398.000000 Penalty: 5338.362305
	Iteration 2Q: 3 clusters Score -4209398 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4210062.500000 Penalty: 5338.362305
	Iteration 3Q: 3 clusters Score -4210062 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4210869.000000 Penalty: 5338.362305
	Iteration 4Q: 3 clusters Score -4210869 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -4212020.000000 Penalty: 5338.362305
	Iteration 5F: 3 clusters Score -4212020 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4213658.500000 Penalty: 5338.362305
	Iteration 6F: 3 clusters Score -4213658 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4215967.500000 Penalty: 5338.362305
	Iteration 7F: 3 clusters Score -4215968 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4218620.500000 Penalty: 5338.362305
	Iteration 8F: 3 clusters Score -4218620 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4221129.500000 Penalty: 5338.362305
	Iteration 9F: 3 clusters Score -4221130 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4223033.000000 Penalty: 5338.362305
	Iteration 10Q: 3 clusters Score -4223033 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4224270.500000 Penalty: 5338.362305
	Iteration 11Q: 3 clusters Score -4224270 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4224977.500000 Penalty: 5338.362305
	Iteration 12Q: 3 clusters Score -4224978 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4225320.500000 Penalty: 5338.362305
	Iteration 13Q: 3 clusters Score -4225320 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -4225516.500000 Penalty: 5338.362305
	Iteration 14Q: 3 clusters Score -4225516 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4225692.000000 Penalty: 5338.362305
	Iteration 15Q: 3 clusters Score -4225692 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4225863.000000 Penalty: 5338.362305
	Iteration 16Q: 3 clusters Score -4225863 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4226056.000000 Penalty: 5338.362305
	Iteration 17Q: 3 clusters Score -4226056 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4226319.000000 Penalty: 5338.362305
	Iteration 18Q: 3 clusters Score -4226319 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4226537.000000 Penalty: 5338.362305
	Iteration 19Q: 3 clusters Score -4226537 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4226768.500000 Penalty: 5338.362305
	Iteration 20F: 3 clusters Score -4226768 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4226947.500000 Penalty: 5338.362305
	Iteration 21Q: 3 clusters Score -4226948 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4227148.000000 Penalty: 5338.362305
	Iteration 22Q: 3 clusters Score -4227148 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4227347.000000 Penalty: 5338.362305
	Iteration 23Q: 3 clusters Score -4227347 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4227556.000000 Penalty: 5338.362305
	Iteration 24Q: 3 clusters Score -4227556 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4227702.500000 Penalty: 5338.362305
	Iteration 25Q: 3 clusters Score -4227702 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -4227865.000000 Penalty: 5338.362305
	Iteration 26Q: 3 clusters Score -4227865 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4227959.500000 Penalty: 5338.362305
	Iteration 27Q: 3 clusters Score -4227960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4228051.000000 Penalty: 5338.362305
	Iteration 28Q: 3 clusters Score -4228051 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4228105.500000 Penalty: 5338.362305
	Iteration 29Q: 3 clusters Score -4228106 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4228174.000000 Penalty: 5338.362305
	Iteration 30Q: 3 clusters Score -4228174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4228233.500000 Penalty: 5338.362305
	Iteration 31Q: 3 clusters Score -4228234 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4228274.000000 Penalty: 5338.362305
	Iteration 32Q: 3 clusters Score -4228274 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4228294.500000 Penalty: 5338.362305
	Iteration 33Q: 3 clusters Score -4228294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4228318.000000 Penalty: 5338.362305
	Iteration 34Q: 3 clusters Score -4228318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4228322.000000 Penalty: 5338.362305
	Iteration 35Q: 3 clusters Score -4228322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -4228337.000000 Penalty: 5338.362305
	Iteration 36Q: 3 clusters Score -4228337 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4228324.000000 Penalty: 5338.362305
	Iteration 37Q: 3 clusters Score -4228324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4228338.500000 Penalty: 5338.362305
	Iteration 38Q: 3 clusters Score -4228338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4228350.500000 Penalty: 5338.362305
	Iteration 39Q: 3 clusters Score -4228350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4228360.000000 Penalty: 5338.362305
	Iteration 40F: 3 clusters Score -4228360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4228378.000000 Penalty: 5338.362305
	Iteration 41Q: 3 clusters Score -4228378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -4228378.000000 Penalty: 5338.362305
	Iteration 42Q: 3 clusters Score -4228378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4228378.500000 Penalty: 5338.362305
	Iteration 43Q: 3 clusters Score -4228378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4228381.000000 Penalty: 5338.362305
	Iteration 44Q: 3 clusters Score -4228381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4228388.000000 Penalty: 5338.362305
	Iteration 45Q: 3 clusters Score -4228388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4228398.000000 Penalty: 5338.362305
	Iteration 46Q: 3 clusters Score -4228398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4228402.000000 Penalty: 5338.362305
	Iteration 47Q: 3 clusters Score -4228402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4228407.000000 Penalty: 5338.362305
	Iteration 48Q: 3 clusters Score -4228407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4228412.000000 Penalty: 5338.362305
	Iteration 49Q: 3 clusters Score -4228412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4228415.500000 Penalty: 5338.362305
	Iteration 50Q: 3 clusters Score -4228416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4228416.000000 Penalty: 5338.362305
	Iteration 51Q: 3 clusters Score -4228416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4228413.500000 Penalty: 5338.362305
	Iteration 52Q: 3 clusters Score -4228414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4228413.000000 Penalty: 5338.362305
	Iteration 53Q: 3 clusters Score -4228413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4228412.500000 Penalty: 5338.362305
	Iteration 54Q: 3 clusters Score -4228412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4228416.500000 Penalty: 5338.362305
	Iteration 55Q: 3 clusters Score -4228416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4228423.500000 Penalty: 5338.362305
	Iteration 56Q: 3 clusters Score -4228424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4228427.000000 Penalty: 5338.362305
	Iteration 57Q: 3 clusters Score -4228427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4228423.500000 Penalty: 5338.362305
	Iteration 58Q: 3 clusters Score -4228424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4228428.000000 Penalty: 5338.362305
	Iteration 59Q: 3 clusters Score -4228428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -4228423.000000 Penalty: 5338.362305
	Iteration 60F: 3 clusters Score -4228423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4228411.500000 Penalty: 5338.362305
	Iteration 61Q: 3 clusters Score -4228412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4228421.500000 Penalty: 5338.362305
	Iteration 62Q: 3 clusters Score -4228422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4228418.500000 Penalty: 5338.362305
	Iteration 63Q: 3 clusters Score -4228418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4228411.000000 Penalty: 5338.362305
	Iteration 64Q: 3 clusters Score -4228411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4228408.500000 Penalty: 5338.362305
	Iteration 65Q: 3 clusters Score -4228408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4228411.000000 Penalty: 5338.362305
	Iteration 66Q: 3 clusters Score -4228411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4228412.000000 Penalty: 5338.362305
	Iteration 67Q: 3 clusters Score -4228412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4228416.000000 Penalty: 5338.362305
	Iteration 68Q: 3 clusters Score -4228416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4228413.500000 Penalty: 5338.362305
	Iteration 69Q: 3 clusters Score -4228414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4228416.000000 Penalty: 5338.362305
	Iteration 70Q: 3 clusters Score -4228416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4228414.000000 Penalty: 5338.362305
	Iteration 71Q: 3 clusters Score -4228414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4228414.000000 Penalty: 5338.362305
	Iteration 72F: 3 clusters Score -4228414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 212374 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 210106 members 
Mstep: Class 7 contains 149261 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 30170 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 132436 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 135753 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 67032 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 1261 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 384101 members 
Mstep: Class 32 contains 22044 members 
Mstep: Class 33 contains 3843 members 
Entering Unmasked Estep 
Score: -146511328.000000 Penalty: 117435.039062
Splitting cluster 8 changes total score from -146512160.000000 to -146511328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (16263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Entering Unmasked Estep 
Score: -1371029.250000 Penalty: 2404.768555
	Iteration 0F: 2 clusters Score -1371029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1359392.125000 Penalty: 4809.537109
	Iteration 0F: 3 clusters Score -1359392 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1363254.500000 Penalty: 4809.537109
	Iteration 1F: 3 clusters Score -1363254 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1363942.625000 Penalty: 4809.537109
	Iteration 2F: 3 clusters Score -1363943 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1364631.000000 Penalty: 4809.537109
	Iteration 3F: 3 clusters Score -1364631 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1365376.250000 Penalty: 4809.537109
	Iteration 4F: 3 clusters Score -1365376 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1366134.000000 Penalty: 4809.537109
	Iteration 5F: 3 clusters Score -1366134 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1366795.500000 Penalty: 4809.537109
	Iteration 6F: 3 clusters Score -1366796 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1367454.125000 Penalty: 4809.537109
	Iteration 7F: 3 clusters Score -1367454 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1368082.250000 Penalty: 4809.537109
	Iteration 8Q: 3 clusters Score -1368082 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1368618.875000 Penalty: 4809.537109
	Iteration 9Q: 3 clusters Score -1368619 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1369048.250000 Penalty: 4809.537109
	Iteration 10Q: 3 clusters Score -1369048 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1369348.750000 Penalty: 4809.537109
	Iteration 11Q: 3 clusters Score -1369349 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1369521.000000 Penalty: 4809.537109
	Iteration 12Q: 3 clusters Score -1369521 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1369625.250000 Penalty: 4809.537109
	Iteration 13Q: 3 clusters Score -1369625 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1369700.500000 Penalty: 4809.537109
	Iteration 14Q: 3 clusters Score -1369700 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1369771.625000 Penalty: 4809.537109
	Iteration 15Q: 3 clusters Score -1369772 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1369826.375000 Penalty: 4809.537109
	Iteration 16Q: 3 clusters Score -1369826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1369861.125000 Penalty: 4809.537109
	Iteration 17Q: 3 clusters Score -1369861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1369889.375000 Penalty: 4809.537109
	Iteration 18Q: 3 clusters Score -1369889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1369901.875000 Penalty: 4809.537109
	Iteration 19Q: 3 clusters Score -1369902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1369921.750000 Penalty: 4809.537109
	Iteration 20F: 3 clusters Score -1369922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1369941.375000 Penalty: 4809.537109
	Iteration 21Q: 3 clusters Score -1369941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1369967.125000 Penalty: 4809.537109
	Iteration 22Q: 3 clusters Score -1369967 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1369991.625000 Penalty: 4809.537109
	Iteration 23Q: 3 clusters Score -1369992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1370020.000000 Penalty: 4809.537109
	Iteration 24Q: 3 clusters Score -1370020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1370047.625000 Penalty: 4809.537109
	Iteration 25Q: 3 clusters Score -1370048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1370073.875000 Penalty: 4809.537109
	Iteration 26Q: 3 clusters Score -1370074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1370093.875000 Penalty: 4809.537109
	Iteration 27Q: 3 clusters Score -1370094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1370115.500000 Penalty: 4809.537109
	Iteration 28Q: 3 clusters Score -1370116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1370124.625000 Penalty: 4809.537109
	Iteration 29Q: 3 clusters Score -1370125 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1370136.250000 Penalty: 4809.537109
	Iteration 30Q: 3 clusters Score -1370136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1370149.000000 Penalty: 4809.537109
	Iteration 31Q: 3 clusters Score -1370149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1370160.375000 Penalty: 4809.537109
	Iteration 32Q: 3 clusters Score -1370160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1370175.000000 Penalty: 4809.537109
	Iteration 33Q: 3 clusters Score -1370175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1370183.125000 Penalty: 4809.537109
	Iteration 34Q: 3 clusters Score -1370183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1370189.875000 Penalty: 4809.537109
	Iteration 35Q: 3 clusters Score -1370190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1370198.875000 Penalty: 4809.537109
	Iteration 36Q: 3 clusters Score -1370199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1370209.000000 Penalty: 4809.537109
	Iteration 37Q: 3 clusters Score -1370209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1370213.125000 Penalty: 4809.537109
	Iteration 38Q: 3 clusters Score -1370213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1370222.750000 Penalty: 4809.537109
	Iteration 39Q: 3 clusters Score -1370223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1370234.750000 Penalty: 4809.537109
	Iteration 40F: 3 clusters Score -1370235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1370241.250000 Penalty: 4809.537109
	Iteration 41Q: 3 clusters Score -1370241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1370243.500000 Penalty: 4809.537109
	Iteration 42Q: 3 clusters Score -1370244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1370254.000000 Penalty: 4809.537109
	Iteration 43Q: 3 clusters Score -1370254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1370259.875000 Penalty: 4809.537109
	Iteration 44Q: 3 clusters Score -1370260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1370269.750000 Penalty: 4809.537109
	Iteration 45Q: 3 clusters Score -1370270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1370276.375000 Penalty: 4809.537109
	Iteration 46Q: 3 clusters Score -1370276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1370285.000000 Penalty: 4809.537109
	Iteration 47Q: 3 clusters Score -1370285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1370292.250000 Penalty: 4809.537109
	Iteration 48Q: 3 clusters Score -1370292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1370306.250000 Penalty: 4809.537109
	Iteration 49Q: 3 clusters Score -1370306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1370318.750000 Penalty: 4809.537109
	Iteration 50Q: 3 clusters Score -1370319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1370322.375000 Penalty: 4809.537109
	Iteration 51Q: 3 clusters Score -1370322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1370327.125000 Penalty: 4809.537109
	Iteration 52Q: 3 clusters Score -1370327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1370334.625000 Penalty: 4809.537109
	Iteration 53Q: 3 clusters Score -1370335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1370341.375000 Penalty: 4809.537109
	Iteration 54Q: 3 clusters Score -1370341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1370355.750000 Penalty: 4809.537109
	Iteration 55Q: 3 clusters Score -1370356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1370365.125000 Penalty: 4809.537109
	Iteration 56Q: 3 clusters Score -1370365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1370367.500000 Penalty: 4809.537109
	Iteration 57Q: 3 clusters Score -1370368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1370379.375000 Penalty: 4809.537109
	Iteration 58Q: 3 clusters Score -1370379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1370384.125000 Penalty: 4809.537109
	Iteration 59Q: 3 clusters Score -1370384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1370393.500000 Penalty: 4809.537109
	Iteration 60F: 3 clusters Score -1370394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1370398.750000 Penalty: 4809.537109
	Iteration 61Q: 3 clusters Score -1370399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1370405.625000 Penalty: 4809.537109
	Iteration 62Q: 3 clusters Score -1370406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1370422.000000 Penalty: 4809.537109
	Iteration 63Q: 3 clusters Score -1370422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1370432.250000 Penalty: 4809.537109
	Iteration 64Q: 3 clusters Score -1370432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1370449.250000 Penalty: 4809.537109
	Iteration 65Q: 3 clusters Score -1370449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1370461.375000 Penalty: 4809.537109
	Iteration 66Q: 3 clusters Score -1370461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1370479.250000 Penalty: 4809.537109
	Iteration 67Q: 3 clusters Score -1370479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1370483.250000 Penalty: 4809.537109
	Iteration 68Q: 3 clusters Score -1370483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1370502.125000 Penalty: 4809.537109
	Iteration 69Q: 3 clusters Score -1370502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1370504.750000 Penalty: 4809.537109
	Iteration 70Q: 3 clusters Score -1370505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1370511.500000 Penalty: 4809.537109
	Iteration 71Q: 3 clusters Score -1370512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1370516.750000 Penalty: 4809.537109
	Iteration 72Q: 3 clusters Score -1370517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1370525.000000 Penalty: 4809.537109
	Iteration 73Q: 3 clusters Score -1370525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1370534.000000 Penalty: 4809.537109
	Iteration 74Q: 3 clusters Score -1370534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1370531.500000 Penalty: 4809.537109
	Iteration 75Q: 3 clusters Score -1370532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1370537.500000 Penalty: 4809.537109
	Iteration 76Q: 3 clusters Score -1370538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1370542.125000 Penalty: 4809.537109
	Iteration 77Q: 3 clusters Score -1370542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1370542.500000 Penalty: 4809.537109
	Iteration 78Q: 3 clusters Score -1370542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1370543.125000 Penalty: 4809.537109
	Iteration 79Q: 3 clusters Score -1370543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1370544.875000 Penalty: 4809.537109
	Iteration 80F: 3 clusters Score -1370545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1370544.500000 Penalty: 4809.537109
	Iteration 81Q: 3 clusters Score -1370544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1370545.500000 Penalty: 4809.537109
	Iteration 82Q: 3 clusters Score -1370546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1370546.500000 Penalty: 4809.537109
	Iteration 83Q: 3 clusters Score -1370546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1370547.625000 Penalty: 4809.537109
	Iteration 84Q: 3 clusters Score -1370548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1370548.875000 Penalty: 4809.537109
	Iteration 85Q: 3 clusters Score -1370549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1370541.875000 Penalty: 4809.537109
	Iteration 86Q: 3 clusters Score -1370542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1370547.000000 Penalty: 4809.537109
	Iteration 87Q: 3 clusters Score -1370547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1370547.000000 Penalty: 4809.537109
	Iteration 88Q: 3 clusters Score -1370547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1370545.750000 Penalty: 4809.537109
	Iteration 89Q: 3 clusters Score -1370546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1370546.750000 Penalty: 4809.537109
	Iteration 90Q: 3 clusters Score -1370547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1370547.125000 Penalty: 4809.537109
	Iteration 91Q: 3 clusters Score -1370547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1370547.375000 Penalty: 4809.537109
	Iteration 92Q: 3 clusters Score -1370547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1370546.875000 Penalty: 4809.537109
	Iteration 93Q: 3 clusters Score -1370547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1370548.500000 Penalty: 4809.537109
	Iteration 94Q: 3 clusters Score -1370548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1370548.625000 Penalty: 4809.537109
	Iteration 95Q: 3 clusters Score -1370549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1370547.625000 Penalty: 4809.537109
	Iteration 96Q: 3 clusters Score -1370548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1370546.875000 Penalty: 4809.537109
	Iteration 97Q: 3 clusters Score -1370547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1370547.750000 Penalty: 4809.537109
	Iteration 98Q: 3 clusters Score -1370548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1370546.375000 Penalty: 4809.537109
	Iteration 99Q: 3 clusters Score -1370546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1370546.375000 Penalty: 4809.537109
	Iteration 100F: 3 clusters Score -1370546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Entering Unmasked Estep 
Score: -2435312.250000 Penalty: 2538.685059
	Iteration 0F: 2 clusters Score -2435312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2416134.250000 Penalty: 5077.370117
	Iteration 0F: 3 clusters Score -2416134 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2423194.500000 Penalty: 5077.370117
	Iteration 1F: 3 clusters Score -2423194 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2423880.750000 Penalty: 5077.370117
	Iteration 2F: 3 clusters Score -2423881 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2424603.250000 Penalty: 5077.370117
	Iteration 3F: 3 clusters Score -2424603 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2425401.500000 Penalty: 5077.370117
	Iteration 4F: 3 clusters Score -2425402 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2426334.500000 Penalty: 5077.370117
	Iteration 5F: 3 clusters Score -2426334 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2427260.500000 Penalty: 5077.370117
	Iteration 6F: 3 clusters Score -2427260 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2428121.000000 Penalty: 5077.370117
	Iteration 7F: 3 clusters Score -2428121 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2428885.250000 Penalty: 5077.370117
	Iteration 8Q: 3 clusters Score -2428885 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2429561.500000 Penalty: 5077.370117
	Iteration 9Q: 3 clusters Score -2429562 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2430024.000000 Penalty: 5077.370117
	Iteration 10Q: 3 clusters Score -2430024 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2430327.750000 Penalty: 5077.370117
	Iteration 11Q: 3 clusters Score -2430328 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2430538.250000 Penalty: 5077.370117
	Iteration 12Q: 3 clusters Score -2430538 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2430706.750000 Penalty: 5077.370117
	Iteration 13Q: 3 clusters Score -2430707 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2430808.250000 Penalty: 5077.370117
	Iteration 14Q: 3 clusters Score -2430808 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2430891.000000 Penalty: 5077.370117
	Iteration 15Q: 3 clusters Score -2430891 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2431009.250000 Penalty: 5077.370117
	Iteration 16Q: 3 clusters Score -2431009 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2431086.500000 Penalty: 5077.370117
	Iteration 17Q: 3 clusters Score -2431086 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2431177.250000 Penalty: 5077.370117
	Iteration 18Q: 3 clusters Score -2431177 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2431250.500000 Penalty: 5077.370117
	Iteration 19Q: 3 clusters Score -2431250 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2431316.750000 Penalty: 5077.370117
	Iteration 20F: 3 clusters Score -2431317 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2431387.500000 Penalty: 5077.370117
	Iteration 21Q: 3 clusters Score -2431388 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2431477.000000 Penalty: 5077.370117
	Iteration 22Q: 3 clusters Score -2431477 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2431528.750000 Penalty: 5077.370117
	Iteration 23Q: 3 clusters Score -2431529 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2431593.500000 Penalty: 5077.370117
	Iteration 24Q: 3 clusters Score -2431594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2431660.500000 Penalty: 5077.370117
	Iteration 25Q: 3 clusters Score -2431660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2431722.000000 Penalty: 5077.370117
	Iteration 26Q: 3 clusters Score -2431722 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2431803.000000 Penalty: 5077.370117
	Iteration 27Q: 3 clusters Score -2431803 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2431864.000000 Penalty: 5077.370117
	Iteration 28Q: 3 clusters Score -2431864 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2431949.250000 Penalty: 5077.370117
	Iteration 29Q: 3 clusters Score -2431949 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2431990.500000 Penalty: 5077.370117
	Iteration 30Q: 3 clusters Score -2431990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2432059.750000 Penalty: 5077.370117
	Iteration 31Q: 3 clusters Score -2432060 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2432118.000000 Penalty: 5077.370117
	Iteration 32Q: 3 clusters Score -2432118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2432158.000000 Penalty: 5077.370117
	Iteration 33Q: 3 clusters Score -2432158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2432204.000000 Penalty: 5077.370117
	Iteration 34Q: 3 clusters Score -2432204 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2432237.000000 Penalty: 5077.370117
	Iteration 35Q: 3 clusters Score -2432237 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2432278.500000 Penalty: 5077.370117
	Iteration 36Q: 3 clusters Score -2432278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2432308.250000 Penalty: 5077.370117
	Iteration 37Q: 3 clusters Score -2432308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2432333.000000 Penalty: 5077.370117
	Iteration 38Q: 3 clusters Score -2432333 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2432351.000000 Penalty: 5077.370117
	Iteration 39Q: 3 clusters Score -2432351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2432365.750000 Penalty: 5077.370117
	Iteration 40F: 3 clusters Score -2432366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2432386.250000 Penalty: 5077.370117
	Iteration 41Q: 3 clusters Score -2432386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2432402.500000 Penalty: 5077.370117
	Iteration 42Q: 3 clusters Score -2432402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2432406.000000 Penalty: 5077.370117
	Iteration 43Q: 3 clusters Score -2432406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2432416.500000 Penalty: 5077.370117
	Iteration 44Q: 3 clusters Score -2432416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2432428.250000 Penalty: 5077.370117
	Iteration 45Q: 3 clusters Score -2432428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2432430.750000 Penalty: 5077.370117
	Iteration 46Q: 3 clusters Score -2432431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2432446.500000 Penalty: 5077.370117
	Iteration 47Q: 3 clusters Score -2432446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2432454.750000 Penalty: 5077.370117
	Iteration 48Q: 3 clusters Score -2432455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2432454.500000 Penalty: 5077.370117
	Iteration 49Q: 3 clusters Score -2432454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2432466.750000 Penalty: 5077.370117
	Iteration 50Q: 3 clusters Score -2432467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2432479.500000 Penalty: 5077.370117
	Iteration 51Q: 3 clusters Score -2432480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2432478.000000 Penalty: 5077.370117
	Iteration 52Q: 3 clusters Score -2432478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2432486.500000 Penalty: 5077.370117
	Iteration 53Q: 3 clusters Score -2432486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2432491.500000 Penalty: 5077.370117
	Iteration 54Q: 3 clusters Score -2432492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2432502.000000 Penalty: 5077.370117
	Iteration 55Q: 3 clusters Score -2432502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2432501.250000 Penalty: 5077.370117
	Iteration 56Q: 3 clusters Score -2432501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2432503.500000 Penalty: 5077.370117
	Iteration 57Q: 3 clusters Score -2432504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2432504.000000 Penalty: 5077.370117
	Iteration 58Q: 3 clusters Score -2432504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2432505.750000 Penalty: 5077.370117
	Iteration 59Q: 3 clusters Score -2432506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2432511.500000 Penalty: 5077.370117
	Iteration 60F: 3 clusters Score -2432512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2432511.250000 Penalty: 5077.370117
	Iteration 61Q: 3 clusters Score -2432511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2432511.500000 Penalty: 5077.370117
	Iteration 62Q: 3 clusters Score -2432512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2432516.750000 Penalty: 5077.370117
	Iteration 63Q: 3 clusters Score -2432517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2432523.250000 Penalty: 5077.370117
	Iteration 64Q: 3 clusters Score -2432523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2432523.750000 Penalty: 5077.370117
	Iteration 65Q: 3 clusters Score -2432524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2432526.250000 Penalty: 5077.370117
	Iteration 66Q: 3 clusters Score -2432526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2432529.250000 Penalty: 5077.370117
	Iteration 67Q: 3 clusters Score -2432529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2432534.000000 Penalty: 5077.370117
	Iteration 68Q: 3 clusters Score -2432534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2432531.750000 Penalty: 5077.370117
	Iteration 69Q: 3 clusters Score -2432532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2432536.000000 Penalty: 5077.370117
	Iteration 70Q: 3 clusters Score -2432536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2432538.500000 Penalty: 5077.370117
	Iteration 71Q: 3 clusters Score -2432538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2432546.750000 Penalty: 5077.370117
	Iteration 72Q: 3 clusters Score -2432547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2432541.250000 Penalty: 5077.370117
	Iteration 73Q: 3 clusters Score -2432541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2432536.500000 Penalty: 5077.370117
	Iteration 74Q: 3 clusters Score -2432536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2432545.000000 Penalty: 5077.370117
	Iteration 75Q: 3 clusters Score -2432545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2432544.750000 Penalty: 5077.370117
	Iteration 76Q: 3 clusters Score -2432545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2432550.750000 Penalty: 5077.370117
	Iteration 77Q: 3 clusters Score -2432551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2432552.000000 Penalty: 5077.370117
	Iteration 78Q: 3 clusters Score -2432552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2432560.250000 Penalty: 5077.370117
	Iteration 79Q: 3 clusters Score -2432560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2432561.000000 Penalty: 5077.370117
	Iteration 80F: 3 clusters Score -2432561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2432561.750000 Penalty: 5077.370117
	Iteration 81Q: 3 clusters Score -2432562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2432562.000000 Penalty: 5077.370117
	Iteration 82Q: 3 clusters Score -2432562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2432568.500000 Penalty: 5077.370117
	Iteration 83Q: 3 clusters Score -2432568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2432564.250000 Penalty: 5077.370117
	Iteration 84Q: 3 clusters Score -2432564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2432564.000000 Penalty: 5077.370117
	Iteration 85Q: 3 clusters Score -2432564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2432559.250000 Penalty: 5077.370117
	Iteration 86Q: 3 clusters Score -2432559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2432562.750000 Penalty: 5077.370117
	Iteration 87Q: 3 clusters Score -2432563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2432568.750000 Penalty: 5077.370117
	Iteration 88Q: 3 clusters Score -2432569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2432568.000000 Penalty: 5077.370117
	Iteration 89Q: 3 clusters Score -2432568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2432567.000000 Penalty: 5077.370117
	Iteration 90Q: 3 clusters Score -2432567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2432566.250000 Penalty: 5077.370117
	Iteration 91Q: 3 clusters Score -2432566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2432570.250000 Penalty: 5077.370117
	Iteration 92Q: 3 clusters Score -2432570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2432569.750000 Penalty: 5077.370117
	Iteration 93Q: 3 clusters Score -2432570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2432572.250000 Penalty: 5077.370117
	Iteration 94Q: 3 clusters Score -2432572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2432574.000000 Penalty: 5077.370117
	Iteration 95Q: 3 clusters Score -2432574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2432573.500000 Penalty: 5077.370117
	Iteration 96Q: 3 clusters Score -2432574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2432573.500000 Penalty: 5077.370117
	Iteration 97Q: 3 clusters Score -2432574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2432568.500000 Penalty: 5077.370117
	Iteration 98Q: 3 clusters Score -2432568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2432574.500000 Penalty: 5077.370117
	Iteration 99Q: 3 clusters Score -2432574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2432578.500000 Penalty: 5077.370117
	Iteration 100F: 3 clusters Score -2432578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2432578.750000 Penalty: 5077.370117
	Iteration 101Q: 3 clusters Score -2432579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2432578.750000 Penalty: 5077.370117
	Iteration 102Q: 3 clusters Score -2432579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2432577.500000 Penalty: 5077.370117
	Iteration 103Q: 3 clusters Score -2432578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2432578.000000 Penalty: 5077.370117
	Iteration 104Q: 3 clusters Score -2432578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2432578.250000 Penalty: 5077.370117
	Iteration 105Q: 3 clusters Score -2432578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2432576.750000 Penalty: 5077.370117
	Iteration 106Q: 3 clusters Score -2432577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2432580.500000 Penalty: 5077.370117
	Iteration 107Q: 3 clusters Score -2432580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2432579.000000 Penalty: 5077.370117
	Iteration 108Q: 3 clusters Score -2432579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2432577.500000 Penalty: 5077.370117
	Iteration 109Q: 3 clusters Score -2432578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2432577.250000 Penalty: 5077.370117
	Iteration 110Q: 3 clusters Score -2432577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2432577.250000 Penalty: 5077.370117
	Iteration 111F: 3 clusters Score -2432577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -559417.250000 Penalty: 2184.401367
	Iteration 0F: 2 clusters Score -559417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -553905.250000 Penalty: 4368.802734
	Iteration 0F: 3 clusters Score -553905.2 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -555573.500000 Penalty: 4368.802734
	Iteration 1F: 3 clusters Score -555573.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -556082.000000 Penalty: 4368.802734
	Iteration 2F: 3 clusters Score -556082 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -556570.000000 Penalty: 4368.802734
	Iteration 3F: 3 clusters Score -556570 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -556922.812500 Penalty: 4368.802734
	Iteration 4F: 3 clusters Score -556922.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -557218.312500 Penalty: 4368.802734
	Iteration 5F: 3 clusters Score -557218.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -557439.062500 Penalty: 4368.802734
	Iteration 6F: 3 clusters Score -557439.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -557591.625000 Penalty: 4368.802734
	Iteration 7Q: 3 clusters Score -557591.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -557751.187500 Penalty: 4368.802734
	Iteration 8Q: 3 clusters Score -557751.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -557904.062500 Penalty: 4368.802734
	Iteration 9Q: 3 clusters Score -557904.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -558026.312500 Penalty: 4368.802734
	Iteration 10Q: 3 clusters Score -558026.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -558133.875000 Penalty: 4368.802734
	Iteration 11Q: 3 clusters Score -558133.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -558224.062500 Penalty: 4368.802734
	Iteration 12Q: 3 clusters Score -558224.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -558310.687500 Penalty: 4368.802734
	Iteration 13Q: 3 clusters Score -558310.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -558365.000000 Penalty: 4368.802734
	Iteration 14Q: 3 clusters Score -558365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -558414.062500 Penalty: 4368.802734
	Iteration 15Q: 3 clusters Score -558414.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -558461.125000 Penalty: 4368.802734
	Iteration 16Q: 3 clusters Score -558461.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -558513.875000 Penalty: 4368.802734
	Iteration 17Q: 3 clusters Score -558513.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -558575.562500 Penalty: 4368.802734
	Iteration 18Q: 3 clusters Score -558575.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -558631.500000 Penalty: 4368.802734
	Iteration 19Q: 3 clusters Score -558631.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -558660.750000 Penalty: 4368.802734
	Iteration 20F: 3 clusters Score -558660.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -558676.750000 Penalty: 4368.802734
	Iteration 21Q: 3 clusters Score -558676.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -558697.000000 Penalty: 4368.802734
	Iteration 22Q: 3 clusters Score -558697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -558714.750000 Penalty: 4368.802734
	Iteration 23Q: 3 clusters Score -558714.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -558728.375000 Penalty: 4368.802734
	Iteration 24Q: 3 clusters Score -558728.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -558737.250000 Penalty: 4368.802734
	Iteration 25Q: 3 clusters Score -558737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -558747.812500 Penalty: 4368.802734
	Iteration 26Q: 3 clusters Score -558747.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -558752.875000 Penalty: 4368.802734
	Iteration 27Q: 3 clusters Score -558752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -558762.875000 Penalty: 4368.802734
	Iteration 28Q: 3 clusters Score -558762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -558768.125000 Penalty: 4368.802734
	Iteration 29Q: 3 clusters Score -558768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -558771.437500 Penalty: 4368.802734
	Iteration 30Q: 3 clusters Score -558771.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -558774.937500 Penalty: 4368.802734
	Iteration 31Q: 3 clusters Score -558774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -558776.125000 Penalty: 4368.802734
	Iteration 32Q: 3 clusters Score -558776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -558775.687500 Penalty: 4368.802734
	Iteration 33Q: 3 clusters Score -558775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -558775.687500 Penalty: 4368.802734
	Iteration 34F: 3 clusters Score -558775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (132436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Entering Unmasked Estep 
Score: -12064014.000000 Penalty: 2924.875977
	Iteration 0F: 2 clusters Score -1.206401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -11975647.000000 Penalty: 5849.751953
	Iteration 0F: 3 clusters Score -1.197565e+07 nChanged 62859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -12011413.000000 Penalty: 5849.751953
	Iteration 1F: 3 clusters Score -1.201141e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -12012164.000000 Penalty: 5849.751953
	Iteration 2Q: 3 clusters Score -1.201216e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -12012860.000000 Penalty: 5849.751953
	Iteration 3Q: 3 clusters Score -1.201286e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -12013602.000000 Penalty: 5849.751953
	Iteration 4Q: 3 clusters Score -1.20136e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -12014779.000000 Penalty: 5849.751953
	Iteration 5Q: 3 clusters Score -1.201478e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -12016579.000000 Penalty: 5849.751953
	Iteration 6Q: 3 clusters Score -1.201658e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -12019382.000000 Penalty: 5849.751953
	Iteration 7Q: 3 clusters Score -1.201938e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -12024166.000000 Penalty: 5849.751953
	Iteration 8F: 3 clusters Score -1.202417e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -12032127.000000 Penalty: 5849.751953
	Iteration 9F: 3 clusters Score -1.203213e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -12042375.000000 Penalty: 5849.751953
	Iteration 10F: 3 clusters Score -1.204238e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 122540 members 
Entering Unmasked Estep 
Score: -12052163.000000 Penalty: 5849.751953
	Iteration 11F: 3 clusters Score -1.205216e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -12057955.000000 Penalty: 5849.751953
	Iteration 12Q: 3 clusters Score -1.205796e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -12060256.000000 Penalty: 5849.751953
	Iteration 13Q: 3 clusters Score -1.206026e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 131812 members 
Entering Unmasked Estep 
Score: -12060983.000000 Penalty: 5849.751953
	Iteration 14Q: 3 clusters Score -1.206098e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -12061172.000000 Penalty: 5849.751953
	Iteration 15Q: 3 clusters Score -1.206117e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 132093 members 
Entering Unmasked Estep 
Score: -12061266.000000 Penalty: 5849.751953
	Iteration 16Q: 3 clusters Score -1.206127e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -12061313.000000 Penalty: 5849.751953
	Iteration 17Q: 3 clusters Score -1.206131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -12061347.000000 Penalty: 5849.751953
	Iteration 18Q: 3 clusters Score -1.206135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -12061365.000000 Penalty: 5849.751953
	Iteration 19Q: 3 clusters Score -1.206136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132144 members 
Entering Unmasked Estep 
Score: -12061368.000000 Penalty: 5849.751953
	Iteration 20F: 3 clusters Score -1.206137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132144 members 
Entering Unmasked Estep 
Score: -12061372.000000 Penalty: 5849.751953
	Iteration 21Q: 3 clusters Score -1.206137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -12061370.000000 Penalty: 5849.751953
	Iteration 22Q: 3 clusters Score -1.206137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 132148 members 
Entering Unmasked Estep 
Score: -12061377.000000 Penalty: 5849.751953
	Iteration 23Q: 3 clusters Score -1.206138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -12061394.000000 Penalty: 5849.751953
	Iteration 24Q: 3 clusters Score -1.206139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -12061396.000000 Penalty: 5849.751953
	Iteration 25Q: 3 clusters Score -1.20614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -12061395.000000 Penalty: 5849.751953
	Iteration 26Q: 3 clusters Score -1.20614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -12061393.000000 Penalty: 5849.751953
	Iteration 27Q: 3 clusters Score -1.206139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -12061393.000000 Penalty: 5849.751953
	Iteration 28F: 3 clusters Score -1.206139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1292212.250000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1292212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1281772.750000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1281773 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1285040.500000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1285040 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1285506.000000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1285506 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1285964.750000 Penalty: 4750.361816
	Iteration 3F: 3 clusters Score -1285965 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1286402.375000 Penalty: 4750.361816
	Iteration 4F: 3 clusters Score -1286402 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1286826.125000 Penalty: 4750.361816
	Iteration 5F: 3 clusters Score -1286826 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1287211.750000 Penalty: 4750.361816
	Iteration 6F: 3 clusters Score -1287212 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1287616.375000 Penalty: 4750.361816
	Iteration 7F: 3 clusters Score -1287616 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1288040.875000 Penalty: 4750.361816
	Iteration 8F: 3 clusters Score -1288041 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1288485.125000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1288485 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1288901.875000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1288902 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1289245.250000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1289245 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1289535.750000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1289536 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1289751.125000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1289751 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1289905.500000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1289906 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1290010.750000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1290011 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1290104.625000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1290105 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1290200.500000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1290200 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1290276.500000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1290276 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1290344.000000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1290344 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1290401.125000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1290401 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1290455.000000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1290455 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1290512.750000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1290513 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1290571.250000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1290571 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1290629.125000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1290629 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1290684.500000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1290684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1290736.125000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1290736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1290767.000000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1290767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1290795.875000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1290796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1290823.375000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1290823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1290845.625000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1290846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1290873.875000 Penalty: 4750.361816
	Iteration 31Q: 3 clusters Score -1290874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1290905.250000 Penalty: 4750.361816
	Iteration 32Q: 3 clusters Score -1290905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1290935.500000 Penalty: 4750.361816
	Iteration 33Q: 3 clusters Score -1290936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1290959.750000 Penalty: 4750.361816
	Iteration 34Q: 3 clusters Score -1290960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1290974.875000 Penalty: 4750.361816
	Iteration 35Q: 3 clusters Score -1290975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1290992.375000 Penalty: 4750.361816
	Iteration 36Q: 3 clusters Score -1290992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1291007.500000 Penalty: 4750.361816
	Iteration 37Q: 3 clusters Score -1291008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1291017.500000 Penalty: 4750.361816
	Iteration 38Q: 3 clusters Score -1291018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1291023.750000 Penalty: 4750.361816
	Iteration 39Q: 3 clusters Score -1291024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1291034.375000 Penalty: 4750.361816
	Iteration 40F: 3 clusters Score -1291034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1291042.500000 Penalty: 4750.361816
	Iteration 41Q: 3 clusters Score -1291042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1291049.875000 Penalty: 4750.361816
	Iteration 42Q: 3 clusters Score -1291050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1291052.375000 Penalty: 4750.361816
	Iteration 43Q: 3 clusters Score -1291052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1291054.500000 Penalty: 4750.361816
	Iteration 44Q: 3 clusters Score -1291054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1291053.000000 Penalty: 4750.361816
	Iteration 45Q: 3 clusters Score -1291053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1291055.625000 Penalty: 4750.361816
	Iteration 46Q: 3 clusters Score -1291056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1291056.875000 Penalty: 4750.361816
	Iteration 47Q: 3 clusters Score -1291057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1291057.125000 Penalty: 4750.361816
	Iteration 48Q: 3 clusters Score -1291057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1291056.000000 Penalty: 4750.361816
	Iteration 49Q: 3 clusters Score -1291056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1291056.000000 Penalty: 4750.361816
	Iteration 50F: 3 clusters Score -1291056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Entering Unmasked Estep 
Score: -1380822.375000 Penalty: 2402.686035
	Iteration 0F: 2 clusters Score -1380822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1369184.625000 Penalty: 4805.372070
	Iteration 0F: 3 clusters Score -1369185 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1373019.750000 Penalty: 4805.372070
	Iteration 1F: 3 clusters Score -1373020 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1373492.250000 Penalty: 4805.372070
	Iteration 2F: 3 clusters Score -1373492 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1373991.625000 Penalty: 4805.372070
	Iteration 3F: 3 clusters Score -1373992 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1374553.625000 Penalty: 4805.372070
	Iteration 4F: 3 clusters Score -1374554 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1375100.125000 Penalty: 4805.372070
	Iteration 5F: 3 clusters Score -1375100 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1375559.125000 Penalty: 4805.372070
	Iteration 6Q: 3 clusters Score -1375559 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1375945.000000 Penalty: 4805.372070
	Iteration 7Q: 3 clusters Score -1375945 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1376323.875000 Penalty: 4805.372070
	Iteration 8Q: 3 clusters Score -1376324 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1376711.125000 Penalty: 4805.372070
	Iteration 9Q: 3 clusters Score -1376711 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1377075.000000 Penalty: 4805.372070
	Iteration 10Q: 3 clusters Score -1377075 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1377453.500000 Penalty: 4805.372070
	Iteration 11Q: 3 clusters Score -1377454 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1377839.375000 Penalty: 4805.372070
	Iteration 12Q: 3 clusters Score -1377839 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1378118.250000 Penalty: 4805.372070
	Iteration 13Q: 3 clusters Score -1378118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1378286.750000 Penalty: 4805.372070
	Iteration 14Q: 3 clusters Score -1378287 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1378388.625000 Penalty: 4805.372070
	Iteration 15Q: 3 clusters Score -1378389 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1378461.875000 Penalty: 4805.372070
	Iteration 16Q: 3 clusters Score -1378462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1378524.625000 Penalty: 4805.372070
	Iteration 17Q: 3 clusters Score -1378525 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1378567.000000 Penalty: 4805.372070
	Iteration 18Q: 3 clusters Score -1378567 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1378605.125000 Penalty: 4805.372070
	Iteration 19Q: 3 clusters Score -1378605 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1378639.750000 Penalty: 4805.372070
	Iteration 20F: 3 clusters Score -1378640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1378676.250000 Penalty: 4805.372070
	Iteration 21Q: 3 clusters Score -1378676 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1378717.875000 Penalty: 4805.372070
	Iteration 22Q: 3 clusters Score -1378718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1378756.125000 Penalty: 4805.372070
	Iteration 23Q: 3 clusters Score -1378756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1378796.625000 Penalty: 4805.372070
	Iteration 24Q: 3 clusters Score -1378797 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1378842.875000 Penalty: 4805.372070
	Iteration 25Q: 3 clusters Score -1378843 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1378875.000000 Penalty: 4805.372070
	Iteration 26Q: 3 clusters Score -1378875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1378916.500000 Penalty: 4805.372070
	Iteration 27Q: 3 clusters Score -1378916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1378957.875000 Penalty: 4805.372070
	Iteration 28Q: 3 clusters Score -1378958 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1379000.250000 Penalty: 4805.372070
	Iteration 29Q: 3 clusters Score -1379000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1379045.250000 Penalty: 4805.372070
	Iteration 30Q: 3 clusters Score -1379045 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1379079.125000 Penalty: 4805.372070
	Iteration 31Q: 3 clusters Score -1379079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1379117.250000 Penalty: 4805.372070
	Iteration 32Q: 3 clusters Score -1379117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1379153.250000 Penalty: 4805.372070
	Iteration 33Q: 3 clusters Score -1379153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1379182.000000 Penalty: 4805.372070
	Iteration 34Q: 3 clusters Score -1379182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1379204.375000 Penalty: 4805.372070
	Iteration 35Q: 3 clusters Score -1379204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1379228.125000 Penalty: 4805.372070
	Iteration 36Q: 3 clusters Score -1379228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1379253.000000 Penalty: 4805.372070
	Iteration 37Q: 3 clusters Score -1379253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1379263.000000 Penalty: 4805.372070
	Iteration 38Q: 3 clusters Score -1379263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1379276.250000 Penalty: 4805.372070
	Iteration 39Q: 3 clusters Score -1379276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1379285.125000 Penalty: 4805.372070
	Iteration 40F: 3 clusters Score -1379285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1379309.250000 Penalty: 4805.372070
	Iteration 41Q: 3 clusters Score -1379309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1379312.625000 Penalty: 4805.372070
	Iteration 42Q: 3 clusters Score -1379313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1379318.875000 Penalty: 4805.372070
	Iteration 43Q: 3 clusters Score -1379319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1379321.500000 Penalty: 4805.372070
	Iteration 44Q: 3 clusters Score -1379322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1379326.500000 Penalty: 4805.372070
	Iteration 45Q: 3 clusters Score -1379326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1379334.000000 Penalty: 4805.372070
	Iteration 46Q: 3 clusters Score -1379334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1379337.500000 Penalty: 4805.372070
	Iteration 47Q: 3 clusters Score -1379338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1379335.375000 Penalty: 4805.372070
	Iteration 48Q: 3 clusters Score -1379335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1379340.375000 Penalty: 4805.372070
	Iteration 49Q: 3 clusters Score -1379340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1379342.250000 Penalty: 4805.372070
	Iteration 50Q: 3 clusters Score -1379342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1379348.500000 Penalty: 4805.372070
	Iteration 51Q: 3 clusters Score -1379348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1379348.750000 Penalty: 4805.372070
	Iteration 52Q: 3 clusters Score -1379349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1379353.875000 Penalty: 4805.372070
	Iteration 53Q: 3 clusters Score -1379354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1379353.875000 Penalty: 4805.372070
	Iteration 54Q: 3 clusters Score -1379354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1379356.500000 Penalty: 4805.372070
	Iteration 55Q: 3 clusters Score -1379356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1379354.375000 Penalty: 4805.372070
	Iteration 56Q: 3 clusters Score -1379354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1379355.625000 Penalty: 4805.372070
	Iteration 57Q: 3 clusters Score -1379356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1379357.250000 Penalty: 4805.372070
	Iteration 58Q: 3 clusters Score -1379357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1379360.125000 Penalty: 4805.372070
	Iteration 59Q: 3 clusters Score -1379360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1379364.000000 Penalty: 4805.372070
	Iteration 60F: 3 clusters Score -1379364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1379370.625000 Penalty: 4805.372070
	Iteration 61Q: 3 clusters Score -1379371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1379370.625000 Penalty: 4805.372070
	Iteration 62Q: 3 clusters Score -1379371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1379373.125000 Penalty: 4805.372070
	Iteration 63Q: 3 clusters Score -1379373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1379376.875000 Penalty: 4805.372070
	Iteration 64Q: 3 clusters Score -1379377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1379377.875000 Penalty: 4805.372070
	Iteration 65Q: 3 clusters Score -1379378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1379381.250000 Penalty: 4805.372070
	Iteration 66Q: 3 clusters Score -1379381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1379386.000000 Penalty: 4805.372070
	Iteration 67Q: 3 clusters Score -1379386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1379386.875000 Penalty: 4805.372070
	Iteration 68Q: 3 clusters Score -1379387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1379388.125000 Penalty: 4805.372070
	Iteration 69Q: 3 clusters Score -1379388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1379391.125000 Penalty: 4805.372070
	Iteration 70Q: 3 clusters Score -1379391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1379398.000000 Penalty: 4805.372070
	Iteration 71Q: 3 clusters Score -1379398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1379397.625000 Penalty: 4805.372070
	Iteration 72Q: 3 clusters Score -1379398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1379396.250000 Penalty: 4805.372070
	Iteration 73Q: 3 clusters Score -1379396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1379397.500000 Penalty: 4805.372070
	Iteration 74Q: 3 clusters Score -1379398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1379402.750000 Penalty: 4805.372070
	Iteration 75Q: 3 clusters Score -1379403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1379402.500000 Penalty: 4805.372070
	Iteration 76Q: 3 clusters Score -1379402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1379403.000000 Penalty: 4805.372070
	Iteration 77Q: 3 clusters Score -1379403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1379406.875000 Penalty: 4805.372070
	Iteration 78Q: 3 clusters Score -1379407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1379410.000000 Penalty: 4805.372070
	Iteration 79Q: 3 clusters Score -1379410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1379412.625000 Penalty: 4805.372070
	Iteration 80F: 3 clusters Score -1379413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1379418.875000 Penalty: 4805.372070
	Iteration 81Q: 3 clusters Score -1379419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1379422.125000 Penalty: 4805.372070
	Iteration 82Q: 3 clusters Score -1379422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1379430.875000 Penalty: 4805.372070
	Iteration 83Q: 3 clusters Score -1379431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1379436.375000 Penalty: 4805.372070
	Iteration 84Q: 3 clusters Score -1379436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1379432.500000 Penalty: 4805.372070
	Iteration 85Q: 3 clusters Score -1379432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1379437.875000 Penalty: 4805.372070
	Iteration 86Q: 3 clusters Score -1379438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1379437.875000 Penalty: 4805.372070
	Iteration 87Q: 3 clusters Score -1379438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1379443.125000 Penalty: 4805.372070
	Iteration 88Q: 3 clusters Score -1379443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1379446.625000 Penalty: 4805.372070
	Iteration 89Q: 3 clusters Score -1379447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1379451.000000 Penalty: 4805.372070
	Iteration 90Q: 3 clusters Score -1379451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1379453.000000 Penalty: 4805.372070
	Iteration 91Q: 3 clusters Score -1379453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1379453.250000 Penalty: 4805.372070
	Iteration 92Q: 3 clusters Score -1379453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1379455.625000 Penalty: 4805.372070
	Iteration 93Q: 3 clusters Score -1379456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1379456.625000 Penalty: 4805.372070
	Iteration 94Q: 3 clusters Score -1379457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1379458.375000 Penalty: 4805.372070
	Iteration 95Q: 3 clusters Score -1379458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1379456.125000 Penalty: 4805.372070
	Iteration 96Q: 3 clusters Score -1379456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1379456.750000 Penalty: 4805.372070
	Iteration 97Q: 3 clusters Score -1379457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1379459.500000 Penalty: 4805.372070
	Iteration 98Q: 3 clusters Score -1379460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1379459.625000 Penalty: 4805.372070
	Iteration 99Q: 3 clusters Score -1379460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1379460.000000 Penalty: 4805.372070
	Iteration 100F: 3 clusters Score -1379460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1379459.000000 Penalty: 4805.372070
	Iteration 101Q: 3 clusters Score -1379459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1379464.000000 Penalty: 4805.372070
	Iteration 102Q: 3 clusters Score -1379464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1379462.750000 Penalty: 4805.372070
	Iteration 103Q: 3 clusters Score -1379463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1379461.625000 Penalty: 4805.372070
	Iteration 104Q: 3 clusters Score -1379462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1379458.875000 Penalty: 4805.372070
	Iteration 105Q: 3 clusters Score -1379459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1379457.875000 Penalty: 4805.372070
	Iteration 106Q: 3 clusters Score -1379458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1379459.375000 Penalty: 4805.372070
	Iteration 107Q: 3 clusters Score -1379459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1379463.250000 Penalty: 4805.372070
	Iteration 108Q: 3 clusters Score -1379463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1379462.375000 Penalty: 4805.372070
	Iteration 109Q: 3 clusters Score -1379462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1379463.625000 Penalty: 4805.372070
	Iteration 110Q: 3 clusters Score -1379464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1379463.000000 Penalty: 4805.372070
	Iteration 111Q: 3 clusters Score -1379463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1379463.000000 Penalty: 4805.372070
	Iteration 112F: 3 clusters Score -1379463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Entering Unmasked Estep 
Score: -12144460.000000 Penalty: 2931.010742
	Iteration 0F: 2 clusters Score -1.214446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -12053399.000000 Penalty: 5862.021484
	Iteration 0F: 3 clusters Score -1.20534e+07 nChanged 64782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -12091150.000000 Penalty: 5862.021484
	Iteration 1F: 3 clusters Score -1.209115e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -12092302.000000 Penalty: 5862.021484
	Iteration 2Q: 3 clusters Score -1.20923e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -12093654.000000 Penalty: 5862.021484
	Iteration 3Q: 3 clusters Score -1.209365e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -12095712.000000 Penalty: 5862.021484
	Iteration 4Q: 3 clusters Score -1.209571e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -12099235.000000 Penalty: 5862.021484
	Iteration 5F: 3 clusters Score -1.209924e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 94721 members 
Entering Unmasked Estep 
Score: -12105159.000000 Penalty: 5862.021484
	Iteration 6F: 3 clusters Score -1.210516e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -12113666.000000 Penalty: 5862.021484
	Iteration 7F: 3 clusters Score -1.211367e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -12123747.000000 Penalty: 5862.021484
	Iteration 8F: 3 clusters Score -1.212375e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -12132762.000000 Penalty: 5862.021484
	Iteration 9F: 3 clusters Score -1.213276e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 131579 members 
Entering Unmasked Estep 
Score: -12138167.000000 Penalty: 5862.021484
	Iteration 10Q: 3 clusters Score -1.213817e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 134192 members 
Entering Unmasked Estep 
Score: -12140481.000000 Penalty: 5862.021484
	Iteration 11Q: 3 clusters Score -1.214048e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -12141294.000000 Penalty: 5862.021484
	Iteration 12Q: 3 clusters Score -1.214129e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 135315 members 
Entering Unmasked Estep 
Score: -12141563.000000 Penalty: 5862.021484
	Iteration 13Q: 3 clusters Score -1.214156e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -12141654.000000 Penalty: 5862.021484
	Iteration 14Q: 3 clusters Score -1.214165e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -12141746.000000 Penalty: 5862.021484
	Iteration 15Q: 3 clusters Score -1.214175e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -12141779.000000 Penalty: 5862.021484
	Iteration 16Q: 3 clusters Score -1.214178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 135492 members 
Entering Unmasked Estep 
Score: -12141803.000000 Penalty: 5862.021484
	Iteration 17Q: 3 clusters Score -1.21418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 135498 members 
Entering Unmasked Estep 
Score: -12141812.000000 Penalty: 5862.021484
	Iteration 18Q: 3 clusters Score -1.214181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -12141826.000000 Penalty: 5862.021484
	Iteration 19Q: 3 clusters Score -1.214183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 135505 members 
Entering Unmasked Estep 
Score: -12141836.000000 Penalty: 5862.021484
	Iteration 20F: 3 clusters Score -1.214184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -12141830.000000 Penalty: 5862.021484
	Iteration 21Q: 3 clusters Score -1.214183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -12141839.000000 Penalty: 5862.021484
	Iteration 22Q: 3 clusters Score -1.214184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -12141847.000000 Penalty: 5862.021484
	Iteration 23Q: 3 clusters Score -1.214185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -12141841.000000 Penalty: 5862.021484
	Iteration 24Q: 3 clusters Score -1.214184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -12141842.000000 Penalty: 5862.021484
	Iteration 25Q: 3 clusters Score -1.214184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -12141842.000000 Penalty: 5862.021484
	Iteration 26F: 3 clusters Score -1.214184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -264865.156250 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -264865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -261461.484375 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -261461.5 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -262286.968750 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -262287 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -262476.437500 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -262476.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -262580.875000 Penalty: 4019.633301
	Iteration 3Q: 3 clusters Score -262580.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -262668.187500 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -262668.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -262758.437500 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -262758.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -262835.156250 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -262835.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -262916.437500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -262916.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -263000.406250 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -263000.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -263093.281250 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -263093.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -263199.562500 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -263199.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -263317.687500 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -263317.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -263449.750000 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -263449.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -263558.656250 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -263558.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -263646.625000 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -263646.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -263718.593750 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -263718.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -263775.937500 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -263775.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -263811.625000 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -263811.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -263833.031250 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -263833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -263840.906250 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -263840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -263842.718750 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -263842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -263844.531250 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -263844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -263845.625000 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -263845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -263845.625000 Penalty: 4019.633301
	Iteration 23F: 3 clusters Score -263845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Entering Unmasked Estep 
Score: -1710617.250000 Penalty: 2451.029297
	Iteration 0F: 2 clusters Score -1710617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1696779.750000 Penalty: 4902.058594
	Iteration 0F: 3 clusters Score -1696780 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1701410.875000 Penalty: 4902.058594
	Iteration 1F: 3 clusters Score -1701411 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1701838.250000 Penalty: 4902.058594
	Iteration 2F: 3 clusters Score -1701838 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1702226.500000 Penalty: 4902.058594
	Iteration 3Q: 3 clusters Score -1702226 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1702596.750000 Penalty: 4902.058594
	Iteration 4Q: 3 clusters Score -1702597 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1703039.500000 Penalty: 4902.058594
	Iteration 5Q: 3 clusters Score -1703040 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1703608.000000 Penalty: 4902.058594
	Iteration 6Q: 3 clusters Score -1703608 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1704233.125000 Penalty: 4902.058594
	Iteration 7Q: 3 clusters Score -1704233 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1704845.875000 Penalty: 4902.058594
	Iteration 8Q: 3 clusters Score -1704846 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1705433.750000 Penalty: 4902.058594
	Iteration 9Q: 3 clusters Score -1705434 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1705982.625000 Penalty: 4902.058594
	Iteration 10Q: 3 clusters Score -1705983 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1706450.625000 Penalty: 4902.058594
	Iteration 11Q: 3 clusters Score -1706451 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1706862.375000 Penalty: 4902.058594
	Iteration 12Q: 3 clusters Score -1706862 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1707267.125000 Penalty: 4902.058594
	Iteration 13Q: 3 clusters Score -1707267 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1707613.500000 Penalty: 4902.058594
	Iteration 14Q: 3 clusters Score -1707614 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1707874.125000 Penalty: 4902.058594
	Iteration 15Q: 3 clusters Score -1707874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1708065.250000 Penalty: 4902.058594
	Iteration 16Q: 3 clusters Score -1708065 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1708194.500000 Penalty: 4902.058594
	Iteration 17Q: 3 clusters Score -1708194 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1708296.625000 Penalty: 4902.058594
	Iteration 18Q: 3 clusters Score -1708297 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1708362.625000 Penalty: 4902.058594
	Iteration 19Q: 3 clusters Score -1708363 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1708412.000000 Penalty: 4902.058594
	Iteration 20F: 3 clusters Score -1708412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1708461.875000 Penalty: 4902.058594
	Iteration 21Q: 3 clusters Score -1708462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1708490.125000 Penalty: 4902.058594
	Iteration 22Q: 3 clusters Score -1708490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1708509.375000 Penalty: 4902.058594
	Iteration 23Q: 3 clusters Score -1708509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1708531.625000 Penalty: 4902.058594
	Iteration 24Q: 3 clusters Score -1708532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1708549.250000 Penalty: 4902.058594
	Iteration 25Q: 3 clusters Score -1708549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1708566.375000 Penalty: 4902.058594
	Iteration 26Q: 3 clusters Score -1708566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1708576.000000 Penalty: 4902.058594
	Iteration 27Q: 3 clusters Score -1708576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1708584.625000 Penalty: 4902.058594
	Iteration 28Q: 3 clusters Score -1708585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1708594.625000 Penalty: 4902.058594
	Iteration 29Q: 3 clusters Score -1708595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1708605.500000 Penalty: 4902.058594
	Iteration 30Q: 3 clusters Score -1708606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1708604.750000 Penalty: 4902.058594
	Iteration 31Q: 3 clusters Score -1708605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1708617.500000 Penalty: 4902.058594
	Iteration 32Q: 3 clusters Score -1708618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1708621.375000 Penalty: 4902.058594
	Iteration 33Q: 3 clusters Score -1708621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1708630.125000 Penalty: 4902.058594
	Iteration 34Q: 3 clusters Score -1708630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1708631.000000 Penalty: 4902.058594
	Iteration 35Q: 3 clusters Score -1708631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1708635.500000 Penalty: 4902.058594
	Iteration 36Q: 3 clusters Score -1708636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1708637.000000 Penalty: 4902.058594
	Iteration 37Q: 3 clusters Score -1708637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1708644.125000 Penalty: 4902.058594
	Iteration 38Q: 3 clusters Score -1708644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1708644.375000 Penalty: 4902.058594
	Iteration 39Q: 3 clusters Score -1708644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1708646.125000 Penalty: 4902.058594
	Iteration 40F: 3 clusters Score -1708646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1708644.750000 Penalty: 4902.058594
	Iteration 41Q: 3 clusters Score -1708645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1708646.000000 Penalty: 4902.058594
	Iteration 42Q: 3 clusters Score -1708646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1708648.750000 Penalty: 4902.058594
	Iteration 43Q: 3 clusters Score -1708649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1708647.625000 Penalty: 4902.058594
	Iteration 44Q: 3 clusters Score -1708648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1708648.500000 Penalty: 4902.058594
	Iteration 45Q: 3 clusters Score -1708648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1708646.250000 Penalty: 4902.058594
	Iteration 46Q: 3 clusters Score -1708646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1708648.125000 Penalty: 4902.058594
	Iteration 47Q: 3 clusters Score -1708648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1708648.125000 Penalty: 4902.058594
	Iteration 48F: 3 clusters Score -1708648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Entering Unmasked Estep 
Score: -3705978.750000 Penalty: 2637.745850
	Iteration 0F: 2 clusters Score -3705979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3677951.250000 Penalty: 5275.491699
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3688257 nChanged 1894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3688932 nChanged 1867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3689619 nChanged 1988
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3690495.500000 Penalty: 5275.491699
	Iteration 4Q: 3 clusters Score -3690496 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3691585 nChanged 2357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3693082 nChanged 2572
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3695014 nChanged 2525
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3697092 nChanged 2187
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3698812 nChanged 1695
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Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3699927 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -3700577.250000 Penalty: 5275.491699
	Iteration 11Q: 3 clusters Score -3700577 nChanged 856
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Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3700973 nChanged 669
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Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3701257 nChanged 567
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Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3701513.250000 Penalty: 5275.491699
	Iteration 14Q: 3 clusters Score -3701513 nChanged 510
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -3701700.500000 Penalty: 5275.491699
	Iteration 15Q: 3 clusters Score -3701700 nChanged 422
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Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3701844 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3701967 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3702058 nChanged 297
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Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3702137 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -3702232.750000 Penalty: 5275.491699
	Iteration 20F: 3 clusters Score -3702233 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3702302.500000 Penalty: 5275.491699
	Iteration 21Q: 3 clusters Score -3702302 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3702375 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3702436 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3702501 nChanged 202
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3702558 nChanged 163
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Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3702590 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -3702615.750000 Penalty: 5275.491699
	Iteration 27Q: 3 clusters Score -3702616 nChanged 132
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Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3702656 nChanged 138
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Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3702689 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3702716 nChanged 129
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3702744 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3702763.250000 Penalty: 5275.491699
	Iteration 32Q: 3 clusters Score -3702763 nChanged 130
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Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3702796 nChanged 141
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -3702817.250000 Penalty: 5275.491699
	Iteration 34Q: 3 clusters Score -3702817 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3702841 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3702869 nChanged 123
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Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -3702909.750000 Penalty: 5275.491699
	Iteration 37Q: 3 clusters Score -3702910 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3702949 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3702991 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3703030.750000 Penalty: 5275.491699
	Iteration 40F: 3 clusters Score -3703031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3703054 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3703074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3703098 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3703116 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3703136 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -3703147.500000 Penalty: 5275.491699
	Iteration 46Q: 3 clusters Score -3703148 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -3703172.250000 Penalty: 5275.491699
	Iteration 47Q: 3 clusters Score -3703172 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3703175.000000 Penalty: 5275.491699
	Iteration 48Q: 3 clusters Score -3703175 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -3703188.000000 Penalty: 5275.491699
	Iteration 49Q: 3 clusters Score -3703188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -3703214.000000 Penalty: 5275.491699
	Iteration 50Q: 3 clusters Score -3703214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3703246 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3703264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3703276 nChanged 63
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3703293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -3703307.500000 Penalty: 5275.491699
	Iteration 55Q: 3 clusters Score -3703308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -3703335.500000 Penalty: 5275.491699
	Iteration 56Q: 3 clusters Score -3703336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3703353.250000 Penalty: 5275.491699
	Iteration 57Q: 3 clusters Score -3703353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -3703381.000000 Penalty: 5275.491699
	Iteration 58Q: 3 clusters Score -3703381 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -3703402.250000 Penalty: 5275.491699
	Iteration 59Q: 3 clusters Score -3703402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -3703418.500000 Penalty: 5275.491699
	Iteration 60F: 3 clusters Score -3703418 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -3703432.000000 Penalty: 5275.491699
	Iteration 61Q: 3 clusters Score -3703432 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -3703442.750000 Penalty: 5275.491699
	Iteration 62Q: 3 clusters Score -3703443 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3703451.750000 Penalty: 5275.491699
	Iteration 63Q: 3 clusters Score -3703452 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3703459 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -3703466.750000 Penalty: 5275.491699
	Iteration 65Q: 3 clusters Score -3703467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3703478.250000 Penalty: 5275.491699
	Iteration 66Q: 3 clusters Score -3703478 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -3703490.250000 Penalty: 5275.491699
	Iteration 67Q: 3 clusters Score -3703490 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3703496 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -3703501.000000 Penalty: 5275.491699
	Iteration 69Q: 3 clusters Score -3703501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -3703507.250000 Penalty: 5275.491699
	Iteration 70Q: 3 clusters Score -3703507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3703507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -3703516.250000 Penalty: 5275.491699
	Iteration 72Q: 3 clusters Score -3703516 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -3703522.000000 Penalty: 5275.491699
	Iteration 73Q: 3 clusters Score -3703522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -3703535.000000 Penalty: 5275.491699
	Iteration 74Q: 3 clusters Score -3703535 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3703546 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3703552 nChanged 32
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Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3703565 nChanged 27
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Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3703578 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3703587 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -3703592.750000 Penalty: 5275.491699
	Iteration 80F: 3 clusters Score -3703593 nChanged 14
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Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3703601 nChanged 17
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Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3703609 nChanged 14
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Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -3703615.750000 Penalty: 5275.491699
	Iteration 83Q: 3 clusters Score -3703616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -3703628.250000 Penalty: 5275.491699
	Iteration 84Q: 3 clusters Score -3703628 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -3703625.500000 Penalty: 5275.491699
	Iteration 85Q: 3 clusters Score -3703626 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -3703631.500000 Penalty: 5275.491699
	Iteration 86Q: 3 clusters Score -3703632 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3703632 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3703632 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -3703634.250000 Penalty: 5275.491699
	Iteration 89Q: 3 clusters Score -3703634 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3703634 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3703632 nChanged 2
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Mstep: Class 1 contains 1054 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3703634 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -3703640.000000 Penalty: 5275.491699
	Iteration 93Q: 3 clusters Score -3703640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -3703636.000000 Penalty: 5275.491699
	Iteration 94Q: 3 clusters Score -3703636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -3703637.250000 Penalty: 5275.491699
	Iteration 95Q: 3 clusters Score -3703637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -3703635.750000 Penalty: 5275.491699
	Iteration 96Q: 3 clusters Score -3703636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -3703635.500000 Penalty: 5275.491699
	Iteration 97Q: 3 clusters Score -3703636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -3703635.500000 Penalty: 5275.491699
	Iteration 98F: 3 clusters Score -3703636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Entering Unmasked Estep 
Score: -1918273.125000 Penalty: 2481.744873
	Iteration 0F: 2 clusters Score -1918273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1902801.125000 Penalty: 4963.489746
	Iteration 0F: 3 clusters Score -1902801 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1908157.375000 Penalty: 4963.489746
	Iteration 1F: 3 clusters Score -1908157 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1908830.000000 Penalty: 4963.489746
	Iteration 2F: 3 clusters Score -1908830 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1909565.875000 Penalty: 4963.489746
	Iteration 3F: 3 clusters Score -1909566 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1910352.125000 Penalty: 4963.489746
	Iteration 4F: 3 clusters Score -1910352 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1911185.500000 Penalty: 4963.489746
	Iteration 5F: 3 clusters Score -1911186 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1912037.500000 Penalty: 4963.489746
	Iteration 6F: 3 clusters Score -1912038 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1912855.250000 Penalty: 4963.489746
	Iteration 7F: 3 clusters Score -1912855 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1913610.375000 Penalty: 4963.489746
	Iteration 8F: 3 clusters Score -1913610 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1914258.250000 Penalty: 4963.489746
	Iteration 9Q: 3 clusters Score -1914258 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1914835.750000 Penalty: 4963.489746
	Iteration 10Q: 3 clusters Score -1914836 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1915242.625000 Penalty: 4963.489746
	Iteration 11Q: 3 clusters Score -1915243 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1915568.750000 Penalty: 4963.489746
	Iteration 12Q: 3 clusters Score -1915569 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1915834.250000 Penalty: 4963.489746
	Iteration 13Q: 3 clusters Score -1915834 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1916063.625000 Penalty: 4963.489746
	Iteration 14Q: 3 clusters Score -1916064 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1916238.000000 Penalty: 4963.489746
	Iteration 15Q: 3 clusters Score -1916238 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1916348.875000 Penalty: 4963.489746
	Iteration 16Q: 3 clusters Score -1916349 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1916429.750000 Penalty: 4963.489746
	Iteration 17Q: 3 clusters Score -1916430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1916492.375000 Penalty: 4963.489746
	Iteration 18Q: 3 clusters Score -1916492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1916531.000000 Penalty: 4963.489746
	Iteration 19Q: 3 clusters Score -1916531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1916571.000000 Penalty: 4963.489746
	Iteration 20F: 3 clusters Score -1916571 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1916593.125000 Penalty: 4963.489746
	Iteration 21Q: 3 clusters Score -1916593 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1916622.375000 Penalty: 4963.489746
	Iteration 22Q: 3 clusters Score -1916622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1916642.375000 Penalty: 4963.489746
	Iteration 23Q: 3 clusters Score -1916642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1916656.625000 Penalty: 4963.489746
	Iteration 24Q: 3 clusters Score -1916657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1916669.125000 Penalty: 4963.489746
	Iteration 25Q: 3 clusters Score -1916669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1916674.125000 Penalty: 4963.489746
	Iteration 26Q: 3 clusters Score -1916674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1916676.250000 Penalty: 4963.489746
	Iteration 27Q: 3 clusters Score -1916676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1916683.500000 Penalty: 4963.489746
	Iteration 28Q: 3 clusters Score -1916684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1916693.875000 Penalty: 4963.489746
	Iteration 29Q: 3 clusters Score -1916694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1916695.250000 Penalty: 4963.489746
	Iteration 30Q: 3 clusters Score -1916695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1916701.250000 Penalty: 4963.489746
	Iteration 31Q: 3 clusters Score -1916701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1916707.250000 Penalty: 4963.489746
	Iteration 32Q: 3 clusters Score -1916707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1916706.375000 Penalty: 4963.489746
	Iteration 33Q: 3 clusters Score -1916706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1916710.500000 Penalty: 4963.489746
	Iteration 34Q: 3 clusters Score -1916710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1916708.875000 Penalty: 4963.489746
	Iteration 35Q: 3 clusters Score -1916709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1916709.000000 Penalty: 4963.489746
	Iteration 36Q: 3 clusters Score -1916709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1916711.625000 Penalty: 4963.489746
	Iteration 37Q: 3 clusters Score -1916712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1916712.875000 Penalty: 4963.489746
	Iteration 38Q: 3 clusters Score -1916713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1916710.875000 Penalty: 4963.489746
	Iteration 39Q: 3 clusters Score -1916711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1916715.500000 Penalty: 4963.489746
	Iteration 40F: 3 clusters Score -1916716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1916718.500000 Penalty: 4963.489746
	Iteration 41Q: 3 clusters Score -1916718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1916722.875000 Penalty: 4963.489746
	Iteration 42Q: 3 clusters Score -1916723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1916719.500000 Penalty: 4963.489746
	Iteration 43Q: 3 clusters Score -1916720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1916724.000000 Penalty: 4963.489746
	Iteration 44Q: 3 clusters Score -1916724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1916725.000000 Penalty: 4963.489746
	Iteration 45Q: 3 clusters Score -1916725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1916723.875000 Penalty: 4963.489746
	Iteration 46Q: 3 clusters Score -1916724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1916721.375000 Penalty: 4963.489746
	Iteration 47Q: 3 clusters Score -1916721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1916722.500000 Penalty: 4963.489746
	Iteration 48Q: 3 clusters Score -1916722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1916721.500000 Penalty: 4963.489746
	Iteration 49Q: 3 clusters Score -1916722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1916721.500000 Penalty: 4963.489746
	Iteration 50F: 3 clusters Score -1916722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -283879.000000 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -283879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -280299.375000 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -280299.4 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -281057.093750 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -281057.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -281291.093750 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -281291.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -281470.562500 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -281470.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -281699.812500 Penalty: 4044.632080
	Iteration 4Q: 3 clusters Score -281699.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -281907.312500 Penalty: 4044.632080
	Iteration 5F: 3 clusters Score -281907.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -282080.000000 Penalty: 4044.632080
	Iteration 6F: 3 clusters Score -282080 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -282233.718750 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -282233.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -282378.812500 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -282378.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -282548.656250 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -282548.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282673.281250 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -282673.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -282790.343750 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -282790.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -282923.125000 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -282923.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283042.343750 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -283042.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -283115.218750 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -283115.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -283174.312500 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -283174.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -283225.937500 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -283225.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -283280.906250 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -283280.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283328.500000 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -283328.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -283354.187500 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -283354.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -283389.562500 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -283389.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -283432.000000 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -283432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -283468.937500 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -283468.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -283494.625000 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -283494.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283502.000000 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -283502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283505.218750 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -283505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283509.718750 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -283509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283511.531250 Penalty: 4044.632080
	Iteration 27Q: 3 clusters Score -283511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283512.500000 Penalty: 4044.632080
	Iteration 28Q: 3 clusters Score -283512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -283514.718750 Penalty: 4044.632080
	Iteration 29Q: 3 clusters Score -283514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283515.937500 Penalty: 4044.632080
	Iteration 30Q: 3 clusters Score -283515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283516.687500 Penalty: 4044.632080
	Iteration 31Q: 3 clusters Score -283516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283516.687500 Penalty: 4044.632080
	Iteration 32F: 3 clusters Score -283516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -521888.468750 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -521888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -516598.125000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -516598.1 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -517945.843750 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -517945.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -518162.906250 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -518162.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -518323.312500 Penalty: 4334.889648
	Iteration 3Q: 3 clusters Score -518323.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -518448.750000 Penalty: 4334.889648
	Iteration 4Q: 3 clusters Score -518448.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -518538.062500 Penalty: 4334.889648
	Iteration 5Q: 3 clusters Score -518538.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -518625.750000 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -518625.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -518686.625000 Penalty: 4334.889648
	Iteration 7Q: 3 clusters Score -518686.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -518743.125000 Penalty: 4334.889648
	Iteration 8Q: 3 clusters Score -518743.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -518803.406250 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -518803.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -518846.437500 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -518846.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -518886.531250 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -518886.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -518916.187500 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -518916.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -518945.593750 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -518945.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -518972.093750 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -518972.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -518996.375000 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -518996.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -519027.343750 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -519027.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -519057.937500 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -519057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -519096.750000 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -519096.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -519139.375000 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -519139.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -519189.156250 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -519189.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -519236.437500 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -519236.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -519294.906250 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -519294.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -519349.218750 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -519349.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -519400.093750 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -519400.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -519451.562500 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -519451.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -519501.250000 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -519501.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -519551.406250 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -519551.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -519612.187500 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -519612.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -519668.562500 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -519668.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -519729.750000 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -519729.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -519781.625000 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -519781.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -519822.906250 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -519822.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -519856.968750 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -519857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -519901.843750 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -519901.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -519954.812500 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -519954.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -519999.937500 Penalty: 4334.889648
	Iteration 36Q: 3 clusters Score -519999.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -520046.875000 Penalty: 4334.889648
	Iteration 37Q: 3 clusters Score -520046.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -520095.468750 Penalty: 4334.889648
	Iteration 38Q: 3 clusters Score -520095.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -520147.843750 Penalty: 4334.889648
	Iteration 39Q: 3 clusters Score -520147.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -520197.750000 Penalty: 4334.889648
	Iteration 40F: 3 clusters Score -520197.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -520238.156250 Penalty: 4334.889648
	Iteration 41Q: 3 clusters Score -520238.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -520273.281250 Penalty: 4334.889648
	Iteration 42Q: 3 clusters Score -520273.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -520304.812500 Penalty: 4334.889648
	Iteration 43Q: 3 clusters Score -520304.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -520332.750000 Penalty: 4334.889648
	Iteration 44Q: 3 clusters Score -520332.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -520358.875000 Penalty: 4334.889648
	Iteration 45Q: 3 clusters Score -520358.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -520378.406250 Penalty: 4334.889648
	Iteration 46Q: 3 clusters Score -520378.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -520393.968750 Penalty: 4334.889648
	Iteration 47Q: 3 clusters Score -520394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -520404.812500 Penalty: 4334.889648
	Iteration 48Q: 3 clusters Score -520404.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -520413.625000 Penalty: 4334.889648
	Iteration 49Q: 3 clusters Score -520413.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -520422.468750 Penalty: 4334.889648
	Iteration 50Q: 3 clusters Score -520422.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -520426.218750 Penalty: 4334.889648
	Iteration 51Q: 3 clusters Score -520426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -520431.812500 Penalty: 4334.889648
	Iteration 52Q: 3 clusters Score -520431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -520437.437500 Penalty: 4334.889648
	Iteration 53Q: 3 clusters Score -520437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -520446.406250 Penalty: 4334.889648
	Iteration 54Q: 3 clusters Score -520446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -520450.375000 Penalty: 4334.889648
	Iteration 55Q: 3 clusters Score -520450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -520453.093750 Penalty: 4334.889648
	Iteration 56Q: 3 clusters Score -520453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -520458.500000 Penalty: 4334.889648
	Iteration 57Q: 3 clusters Score -520458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -520464.031250 Penalty: 4334.889648
	Iteration 58Q: 3 clusters Score -520464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -520468.031250 Penalty: 4334.889648
	Iteration 59Q: 3 clusters Score -520468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -520471.125000 Penalty: 4334.889648
	Iteration 60F: 3 clusters Score -520471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -520477.812500 Penalty: 4334.889648
	Iteration 61Q: 3 clusters Score -520477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -520482.437500 Penalty: 4334.889648
	Iteration 62Q: 3 clusters Score -520482.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -520492.218750 Penalty: 4334.889648
	Iteration 63Q: 3 clusters Score -520492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -520504.593750 Penalty: 4334.889648
	Iteration 64Q: 3 clusters Score -520504.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -520514.593750 Penalty: 4334.889648
	Iteration 65Q: 3 clusters Score -520514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -520525.906250 Penalty: 4334.889648
	Iteration 66Q: 3 clusters Score -520525.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -520535.718750 Penalty: 4334.889648
	Iteration 67Q: 3 clusters Score -520535.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -520546.531250 Penalty: 4334.889648
	Iteration 68Q: 3 clusters Score -520546.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -520552.250000 Penalty: 4334.889648
	Iteration 69Q: 3 clusters Score -520552.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -520558.375000 Penalty: 4334.889648
	Iteration 70Q: 3 clusters Score -520558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -520566.187500 Penalty: 4334.889648
	Iteration 71Q: 3 clusters Score -520566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -520573.093750 Penalty: 4334.889648
	Iteration 72Q: 3 clusters Score -520573.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -520581.718750 Penalty: 4334.889648
	Iteration 73Q: 3 clusters Score -520581.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -520591.437500 Penalty: 4334.889648
	Iteration 74Q: 3 clusters Score -520591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -520594.937500 Penalty: 4334.889648
	Iteration 75Q: 3 clusters Score -520594.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -520599.531250 Penalty: 4334.889648
	Iteration 76Q: 3 clusters Score -520599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -520601.750000 Penalty: 4334.889648
	Iteration 77Q: 3 clusters Score -520601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -520605.750000 Penalty: 4334.889648
	Iteration 78Q: 3 clusters Score -520605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -520607.843750 Penalty: 4334.889648
	Iteration 79Q: 3 clusters Score -520607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -520609.406250 Penalty: 4334.889648
	Iteration 80F: 3 clusters Score -520609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -520610.093750 Penalty: 4334.889648
	Iteration 81Q: 3 clusters Score -520610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -520609.968750 Penalty: 4334.889648
	Iteration 82Q: 3 clusters Score -520610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -520610.906250 Penalty: 4334.889648
	Iteration 83Q: 3 clusters Score -520610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -520610.937500 Penalty: 4334.889648
	Iteration 84Q: 3 clusters Score -520610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -520610.937500 Penalty: 4334.889648
	Iteration 85F: 3 clusters Score -520610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Entering Unmasked Estep 
Score: -2182970.000000 Penalty: 2515.955322
	Iteration 0F: 2 clusters Score -2182970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2165342.000000 Penalty: 5031.910645
	Iteration 0F: 3 clusters Score -2165342 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2171491.250000 Penalty: 5031.910645
	Iteration 1F: 3 clusters Score -2171491 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2171907.750000 Penalty: 5031.910645
	Iteration 2Q: 3 clusters Score -2171908 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2172261.750000 Penalty: 5031.910645
	Iteration 3Q: 3 clusters Score -2172262 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2172643.500000 Penalty: 5031.910645
	Iteration 4Q: 3 clusters Score -2172644 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2173152.500000 Penalty: 5031.910645
	Iteration 5Q: 3 clusters Score -2173152 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2173856.750000 Penalty: 5031.910645
	Iteration 6F: 3 clusters Score -2173857 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2174726.500000 Penalty: 5031.910645
	Iteration 7F: 3 clusters Score -2174726 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2175768.500000 Penalty: 5031.910645
	Iteration 8F: 3 clusters Score -2175768 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2176845.500000 Penalty: 5031.910645
	Iteration 9F: 3 clusters Score -2176846 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2177755.750000 Penalty: 5031.910645
	Iteration 10F: 3 clusters Score -2177756 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2178548.500000 Penalty: 5031.910645
	Iteration 11Q: 3 clusters Score -2178548 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2179539.250000 Penalty: 5031.910645
	Iteration 12Q: 3 clusters Score -2179539 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2180521.500000 Penalty: 5031.910645
	Iteration 13Q: 3 clusters Score -2180522 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2180891.500000 Penalty: 5031.910645
	Iteration 14Q: 3 clusters Score -2180892 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2181019.500000 Penalty: 5031.910645
	Iteration 15Q: 3 clusters Score -2181020 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2181086.250000 Penalty: 5031.910645
	Iteration 16Q: 3 clusters Score -2181086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2181116.500000 Penalty: 5031.910645
	Iteration 17Q: 3 clusters Score -2181116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2181148.500000 Penalty: 5031.910645
	Iteration 18Q: 3 clusters Score -2181148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2181158.250000 Penalty: 5031.910645
	Iteration 19Q: 3 clusters Score -2181158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2181172.000000 Penalty: 5031.910645
	Iteration 20F: 3 clusters Score -2181172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2181177.750000 Penalty: 5031.910645
	Iteration 21Q: 3 clusters Score -2181178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2181187.750000 Penalty: 5031.910645
	Iteration 22Q: 3 clusters Score -2181188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2181184.250000 Penalty: 5031.910645
	Iteration 23Q: 3 clusters Score -2181184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2181190.000000 Penalty: 5031.910645
	Iteration 24Q: 3 clusters Score -2181190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2181196.250000 Penalty: 5031.910645
	Iteration 25Q: 3 clusters Score -2181196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2181196.750000 Penalty: 5031.910645
	Iteration 26Q: 3 clusters Score -2181197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2181195.750000 Penalty: 5031.910645
	Iteration 27Q: 3 clusters Score -2181196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2181194.750000 Penalty: 5031.910645
	Iteration 28Q: 3 clusters Score -2181195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2181199.500000 Penalty: 5031.910645
	Iteration 29Q: 3 clusters Score -2181200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2181207.250000 Penalty: 5031.910645
	Iteration 30Q: 3 clusters Score -2181207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2181201.750000 Penalty: 5031.910645
	Iteration 31Q: 3 clusters Score -2181202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2181203.000000 Penalty: 5031.910645
	Iteration 32Q: 3 clusters Score -2181203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2181210.750000 Penalty: 5031.910645
	Iteration 33Q: 3 clusters Score -2181211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2181208.750000 Penalty: 5031.910645
	Iteration 34Q: 3 clusters Score -2181209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2181213.000000 Penalty: 5031.910645
	Iteration 35Q: 3 clusters Score -2181213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2181212.250000 Penalty: 5031.910645
	Iteration 36Q: 3 clusters Score -2181212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2181215.250000 Penalty: 5031.910645
	Iteration 37Q: 3 clusters Score -2181215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2181215.000000 Penalty: 5031.910645
	Iteration 38Q: 3 clusters Score -2181215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2181218.250000 Penalty: 5031.910645
	Iteration 39Q: 3 clusters Score -2181218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2181218.250000 Penalty: 5031.910645
	Iteration 40F: 3 clusters Score -2181218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Entering Unmasked Estep 
Score: -6026911.000000 Penalty: 2756.005615
	Iteration 0F: 2 clusters Score -6026911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -5981785.500000 Penalty: 5512.011230
	Iteration 0F: 3 clusters Score -5981786 nChanged 31365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5999618.500000 Penalty: 5512.011230
	Iteration 1F: 3 clusters Score -5999618 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -6000413.500000 Penalty: 5512.011230
	Iteration 2Q: 3 clusters Score -6000414 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6001449.500000 Penalty: 5512.011230
	Iteration 3Q: 3 clusters Score -6001450 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -6003034.000000 Penalty: 5512.011230
	Iteration 4Q: 3 clusters Score -6003034 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -6005357.000000 Penalty: 5512.011230
	Iteration 5F: 3 clusters Score -6005357 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -6008848.000000 Penalty: 5512.011230
	Iteration 6F: 3 clusters Score -6008848 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -6013614.500000 Penalty: 5512.011230
	Iteration 7F: 3 clusters Score -6013614 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -6018662.500000 Penalty: 5512.011230
	Iteration 8F: 3 clusters Score -6018662 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6022421.000000 Penalty: 5512.011230
	Iteration 9F: 3 clusters Score -6022421 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6024346.500000 Penalty: 5512.011230
	Iteration 10Q: 3 clusters Score -6024346 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6025119.000000 Penalty: 5512.011230
	Iteration 11Q: 3 clusters Score -6025119 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6025433.500000 Penalty: 5512.011230
	Iteration 12Q: 3 clusters Score -6025434 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6025584.500000 Penalty: 5512.011230
	Iteration 13Q: 3 clusters Score -6025584 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6025668.500000 Penalty: 5512.011230
	Iteration 14Q: 3 clusters Score -6025668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6025716.500000 Penalty: 5512.011230
	Iteration 15Q: 3 clusters Score -6025716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6025748.000000 Penalty: 5512.011230
	Iteration 16Q: 3 clusters Score -6025748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6025765.500000 Penalty: 5512.011230
	Iteration 17Q: 3 clusters Score -6025766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6025791.000000 Penalty: 5512.011230
	Iteration 18Q: 3 clusters Score -6025791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6025799.000000 Penalty: 5512.011230
	Iteration 19Q: 3 clusters Score -6025799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6025813.000000 Penalty: 5512.011230
	Iteration 20F: 3 clusters Score -6025813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6025821.000000 Penalty: 5512.011230
	Iteration 21Q: 3 clusters Score -6025821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6025822.000000 Penalty: 5512.011230
	Iteration 22Q: 3 clusters Score -6025822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6025825.500000 Penalty: 5512.011230
	Iteration 23Q: 3 clusters Score -6025826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6025829.000000 Penalty: 5512.011230
	Iteration 24Q: 3 clusters Score -6025829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6025827.000000 Penalty: 5512.011230
	Iteration 25Q: 3 clusters Score -6025827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6025829.000000 Penalty: 5512.011230
	Iteration 26Q: 3 clusters Score -6025829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6025835.000000 Penalty: 5512.011230
	Iteration 27Q: 3 clusters Score -6025835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6025832.500000 Penalty: 5512.011230
	Iteration 28Q: 3 clusters Score -6025832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6025830.000000 Penalty: 5512.011230
	Iteration 29Q: 3 clusters Score -6025830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6025835.000000 Penalty: 5512.011230
	Iteration 30Q: 3 clusters Score -6025835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6025835.000000 Penalty: 5512.011230
	Iteration 31Q: 3 clusters Score -6025835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6025833.000000 Penalty: 5512.011230
	Iteration 32Q: 3 clusters Score -6025833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6025833.000000 Penalty: 5512.011230
	Iteration 33Q: 3 clusters Score -6025833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6025837.000000 Penalty: 5512.011230
	Iteration 34Q: 3 clusters Score -6025837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6025837.000000 Penalty: 5512.011230
	Iteration 35F: 3 clusters Score -6025837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Entering Unmasked Estep 
Score: -2218503.250000 Penalty: 2507.101807
	Iteration 0F: 2 clusters Score -2218503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2201685.500000 Penalty: 5014.203613
	Iteration 0F: 3 clusters Score -2201686 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2207762.000000 Penalty: 5014.203613
	Iteration 1F: 3 clusters Score -2207762 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2208385.000000 Penalty: 5014.203613
	Iteration 2F: 3 clusters Score -2208385 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2208921.000000 Penalty: 5014.203613
	Iteration 3Q: 3 clusters Score -2208921 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2209376.000000 Penalty: 5014.203613
	Iteration 4Q: 3 clusters Score -2209376 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2209756.500000 Penalty: 5014.203613
	Iteration 5Q: 3 clusters Score -2209756 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2210168.500000 Penalty: 5014.203613
	Iteration 6Q: 3 clusters Score -2210168 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2210626.000000 Penalty: 5014.203613
	Iteration 7Q: 3 clusters Score -2210626 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2211159.250000 Penalty: 5014.203613
	Iteration 8Q: 3 clusters Score -2211159 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2211737.000000 Penalty: 5014.203613
	Iteration 9Q: 3 clusters Score -2211737 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2212273.750000 Penalty: 5014.203613
	Iteration 10Q: 3 clusters Score -2212274 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2212660.250000 Penalty: 5014.203613
	Iteration 11Q: 3 clusters Score -2212660 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2212886.250000 Penalty: 5014.203613
	Iteration 12Q: 3 clusters Score -2212886 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2213026.000000 Penalty: 5014.203613
	Iteration 13Q: 3 clusters Score -2213026 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2213115.500000 Penalty: 5014.203613
	Iteration 14Q: 3 clusters Score -2213116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2213188.250000 Penalty: 5014.203613
	Iteration 15Q: 3 clusters Score -2213188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2213237.000000 Penalty: 5014.203613
	Iteration 16Q: 3 clusters Score -2213237 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2213291.250000 Penalty: 5014.203613
	Iteration 17Q: 3 clusters Score -2213291 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2213318.750000 Penalty: 5014.203613
	Iteration 18Q: 3 clusters Score -2213319 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2213360.750000 Penalty: 5014.203613
	Iteration 19Q: 3 clusters Score -2213361 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2213396.750000 Penalty: 5014.203613
	Iteration 20F: 3 clusters Score -2213397 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2213429.500000 Penalty: 5014.203613
	Iteration 21Q: 3 clusters Score -2213430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2213455.750000 Penalty: 5014.203613
	Iteration 22Q: 3 clusters Score -2213456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2213474.000000 Penalty: 5014.203613
	Iteration 23Q: 3 clusters Score -2213474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2213497.250000 Penalty: 5014.203613
	Iteration 24Q: 3 clusters Score -2213497 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2213533.250000 Penalty: 5014.203613
	Iteration 25Q: 3 clusters Score -2213533 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2213567.500000 Penalty: 5014.203613
	Iteration 26Q: 3 clusters Score -2213568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2213584.250000 Penalty: 5014.203613
	Iteration 27Q: 3 clusters Score -2213584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2213612.250000 Penalty: 5014.203613
	Iteration 28Q: 3 clusters Score -2213612 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2213636.750000 Penalty: 5014.203613
	Iteration 29Q: 3 clusters Score -2213637 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2213676.500000 Penalty: 5014.203613
	Iteration 30Q: 3 clusters Score -2213676 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2213715.750000 Penalty: 5014.203613
	Iteration 31Q: 3 clusters Score -2213716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2213765.000000 Penalty: 5014.203613
	Iteration 32Q: 3 clusters Score -2213765 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2213802.500000 Penalty: 5014.203613
	Iteration 33Q: 3 clusters Score -2213802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2213848.500000 Penalty: 5014.203613
	Iteration 34Q: 3 clusters Score -2213848 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2213881.500000 Penalty: 5014.203613
	Iteration 35Q: 3 clusters Score -2213882 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2213934.500000 Penalty: 5014.203613
	Iteration 36Q: 3 clusters Score -2213934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2213980.000000 Penalty: 5014.203613
	Iteration 37Q: 3 clusters Score -2213980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2214034.000000 Penalty: 5014.203613
	Iteration 38Q: 3 clusters Score -2214034 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2214103.500000 Penalty: 5014.203613
	Iteration 39Q: 3 clusters Score -2214104 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2214174.250000 Penalty: 5014.203613
	Iteration 40F: 3 clusters Score -2214174 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2214255.250000 Penalty: 5014.203613
	Iteration 41Q: 3 clusters Score -2214255 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2214338.750000 Penalty: 5014.203613
	Iteration 42Q: 3 clusters Score -2214339 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2214418.000000 Penalty: 5014.203613
	Iteration 43Q: 3 clusters Score -2214418 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2214497.750000 Penalty: 5014.203613
	Iteration 44Q: 3 clusters Score -2214498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2214595.500000 Penalty: 5014.203613
	Iteration 45Q: 3 clusters Score -2214596 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2214686.750000 Penalty: 5014.203613
	Iteration 46Q: 3 clusters Score -2214687 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2214770.750000 Penalty: 5014.203613
	Iteration 47Q: 3 clusters Score -2214771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2214858.500000 Penalty: 5014.203613
	Iteration 48Q: 3 clusters Score -2214858 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2214944.750000 Penalty: 5014.203613
	Iteration 49Q: 3 clusters Score -2214945 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2215039.000000 Penalty: 5014.203613
	Iteration 50Q: 3 clusters Score -2215039 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2215136.500000 Penalty: 5014.203613
	Iteration 51Q: 3 clusters Score -2215136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2215219.500000 Penalty: 5014.203613
	Iteration 52Q: 3 clusters Score -2215220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2215320.250000 Penalty: 5014.203613
	Iteration 53Q: 3 clusters Score -2215320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2215424.750000 Penalty: 5014.203613
	Iteration 54Q: 3 clusters Score -2215425 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2215496.500000 Penalty: 5014.203613
	Iteration 55Q: 3 clusters Score -2215496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2215560.000000 Penalty: 5014.203613
	Iteration 56Q: 3 clusters Score -2215560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2215617.500000 Penalty: 5014.203613
	Iteration 57Q: 3 clusters Score -2215618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2215672.000000 Penalty: 5014.203613
	Iteration 58Q: 3 clusters Score -2215672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2215724.250000 Penalty: 5014.203613
	Iteration 59Q: 3 clusters Score -2215724 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2215783.750000 Penalty: 5014.203613
	Iteration 60F: 3 clusters Score -2215784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2215842.750000 Penalty: 5014.203613
	Iteration 61Q: 3 clusters Score -2215843 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2215874.250000 Penalty: 5014.203613
	Iteration 62Q: 3 clusters Score -2215874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2215907.500000 Penalty: 5014.203613
	Iteration 63Q: 3 clusters Score -2215908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2215936.750000 Penalty: 5014.203613
	Iteration 64Q: 3 clusters Score -2215937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2215964.500000 Penalty: 5014.203613
	Iteration 65Q: 3 clusters Score -2215964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2215985.500000 Penalty: 5014.203613
	Iteration 66Q: 3 clusters Score -2215986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2215997.750000 Penalty: 5014.203613
	Iteration 67Q: 3 clusters Score -2215998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2216007.000000 Penalty: 5014.203613
	Iteration 68Q: 3 clusters Score -2216007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2216025.500000 Penalty: 5014.203613
	Iteration 69Q: 3 clusters Score -2216026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2216046.250000 Penalty: 5014.203613
	Iteration 70Q: 3 clusters Score -2216046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2216062.000000 Penalty: 5014.203613
	Iteration 71Q: 3 clusters Score -2216062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2216078.000000 Penalty: 5014.203613
	Iteration 72Q: 3 clusters Score -2216078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2216098.000000 Penalty: 5014.203613
	Iteration 73Q: 3 clusters Score -2216098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2216120.000000 Penalty: 5014.203613
	Iteration 74Q: 3 clusters Score -2216120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2216127.750000 Penalty: 5014.203613
	Iteration 75Q: 3 clusters Score -2216128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2216139.500000 Penalty: 5014.203613
	Iteration 76Q: 3 clusters Score -2216140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2216144.500000 Penalty: 5014.203613
	Iteration 77Q: 3 clusters Score -2216144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2216147.000000 Penalty: 5014.203613
	Iteration 78Q: 3 clusters Score -2216147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2216152.500000 Penalty: 5014.203613
	Iteration 79Q: 3 clusters Score -2216152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2216155.000000 Penalty: 5014.203613
	Iteration 80F: 3 clusters Score -2216155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2216156.250000 Penalty: 5014.203613
	Iteration 81Q: 3 clusters Score -2216156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2216160.000000 Penalty: 5014.203613
	Iteration 82Q: 3 clusters Score -2216160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2216160.250000 Penalty: 5014.203613
	Iteration 83Q: 3 clusters Score -2216160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2216164.250000 Penalty: 5014.203613
	Iteration 84Q: 3 clusters Score -2216164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2216164.250000 Penalty: 5014.203613
	Iteration 85F: 3 clusters Score -2216164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Entering Unmasked Estep 
Score: -1534824.125000 Penalty: 2424.065918
	Iteration 0F: 2 clusters Score -1534824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1522263.750000 Penalty: 4848.131836
	Iteration 0F: 3 clusters Score -1522264 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1526319.250000 Penalty: 4848.131836
	Iteration 1F: 3 clusters Score -1526319 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1526739.250000 Penalty: 4848.131836
	Iteration 2F: 3 clusters Score -1526739 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1527154.750000 Penalty: 4848.131836
	Iteration 3F: 3 clusters Score -1527155 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1527677.250000 Penalty: 4848.131836
	Iteration 4F: 3 clusters Score -1527677 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1528340.750000 Penalty: 4848.131836
	Iteration 5F: 3 clusters Score -1528341 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1529046.875000 Penalty: 4848.131836
	Iteration 6F: 3 clusters Score -1529047 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1529773.500000 Penalty: 4848.131836
	Iteration 7F: 3 clusters Score -1529774 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1530454.250000 Penalty: 4848.131836
	Iteration 8F: 3 clusters Score -1530454 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1531034.125000 Penalty: 4848.131836
	Iteration 9Q: 3 clusters Score -1531034 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1531520.000000 Penalty: 4848.131836
	Iteration 10Q: 3 clusters Score -1531520 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1531921.875000 Penalty: 4848.131836
	Iteration 11Q: 3 clusters Score -1531922 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1532278.875000 Penalty: 4848.131836
	Iteration 12Q: 3 clusters Score -1532279 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1532505.875000 Penalty: 4848.131836
	Iteration 13Q: 3 clusters Score -1532506 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1532658.750000 Penalty: 4848.131836
	Iteration 14Q: 3 clusters Score -1532659 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1532780.500000 Penalty: 4848.131836
	Iteration 15Q: 3 clusters Score -1532780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1532848.125000 Penalty: 4848.131836
	Iteration 16Q: 3 clusters Score -1532848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1532903.500000 Penalty: 4848.131836
	Iteration 17Q: 3 clusters Score -1532904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1532958.250000 Penalty: 4848.131836
	Iteration 18Q: 3 clusters Score -1532958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1533001.125000 Penalty: 4848.131836
	Iteration 19Q: 3 clusters Score -1533001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1533023.875000 Penalty: 4848.131836
	Iteration 20F: 3 clusters Score -1533024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1533039.750000 Penalty: 4848.131836
	Iteration 21Q: 3 clusters Score -1533040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1533045.875000 Penalty: 4848.131836
	Iteration 22Q: 3 clusters Score -1533046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1533048.875000 Penalty: 4848.131836
	Iteration 23Q: 3 clusters Score -1533049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1533053.625000 Penalty: 4848.131836
	Iteration 24Q: 3 clusters Score -1533054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1533061.125000 Penalty: 4848.131836
	Iteration 25Q: 3 clusters Score -1533061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1533061.500000 Penalty: 4848.131836
	Iteration 26Q: 3 clusters Score -1533062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1533063.125000 Penalty: 4848.131836
	Iteration 27Q: 3 clusters Score -1533063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1533065.875000 Penalty: 4848.131836
	Iteration 28Q: 3 clusters Score -1533066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1533068.500000 Penalty: 4848.131836
	Iteration 29Q: 3 clusters Score -1533068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1533069.000000 Penalty: 4848.131836
	Iteration 30Q: 3 clusters Score -1533069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1533071.625000 Penalty: 4848.131836
	Iteration 31Q: 3 clusters Score -1533072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1533074.250000 Penalty: 4848.131836
	Iteration 32Q: 3 clusters Score -1533074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1533079.875000 Penalty: 4848.131836
	Iteration 33Q: 3 clusters Score -1533080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1533081.750000 Penalty: 4848.131836
	Iteration 34Q: 3 clusters Score -1533082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1533083.625000 Penalty: 4848.131836
	Iteration 35Q: 3 clusters Score -1533084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1533082.625000 Penalty: 4848.131836
	Iteration 36Q: 3 clusters Score -1533083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1533081.875000 Penalty: 4848.131836
	Iteration 37Q: 3 clusters Score -1533082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1533081.875000 Penalty: 4848.131836
	Iteration 38F: 3 clusters Score -1533082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -106074.843750 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -106074.8 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 634 members 
Entering Unmasked Estep 
Score: -103964.484375 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -103964.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104290.679688 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -104290.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104372.687500 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -104372.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104410.453125 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -104410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -104430.039062 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -104430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -104444.992188 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -104445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -104458.203125 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -104458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -104466.648438 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -104466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -104467.679688 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -104467.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -104467.679688 Penalty: 3541.271484
	Iteration 9F: 3 clusters Score -104467.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -381986.218750 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -381986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -377721.625000 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -377721.6 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -378750.656250 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -378750.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -379026.187500 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -379026.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -379279.687500 Penalty: 4183.062500
	Iteration 3F: 3 clusters Score -379279.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -379489.968750 Penalty: 4183.062500
	Iteration 4F: 3 clusters Score -379490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379720.031250 Penalty: 4183.062500
	Iteration 5Q: 3 clusters Score -379720 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -379973.000000 Penalty: 4183.062500
	Iteration 6F: 3 clusters Score -379973 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -380236.375000 Penalty: 4183.062500
	Iteration 7F: 3 clusters Score -380236.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -380447.843750 Penalty: 4183.062500
	Iteration 8Q: 3 clusters Score -380447.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -380659.781250 Penalty: 4183.062500
	Iteration 9Q: 3 clusters Score -380659.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -380871.812500 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -380871.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -381071.437500 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -381071.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -381328.781250 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -381328.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -381664.843750 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -381664.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -381798.593750 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -381798.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -381861.468750 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -381861.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -381893.250000 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -381893.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -381911.281250 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -381911.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -381918.218750 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -381918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -381921.406250 Penalty: 4183.062500
	Iteration 19Q: 3 clusters Score -381921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -381922.781250 Penalty: 4183.062500
	Iteration 20F: 3 clusters Score -381922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -381925.312500 Penalty: 4183.062500
	Iteration 21Q: 3 clusters Score -381925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -381926.125000 Penalty: 4183.062500
	Iteration 22Q: 3 clusters Score -381926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -381926.625000 Penalty: 4183.062500
	Iteration 23Q: 3 clusters Score -381926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -381927.750000 Penalty: 4183.062500
	Iteration 24Q: 3 clusters Score -381927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -381927.750000 Penalty: 4183.062500
	Iteration 25F: 3 clusters Score -381927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -278919.312500 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -278919.3 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 1663 members 
Entering Unmasked Estep 
Score: -275428.625000 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -275428.6 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -276155.031250 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -276155 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -276335.375000 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -276335.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -276475.968750 Penalty: 4023.516357
	Iteration 3Q: 3 clusters Score -276476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -276611.281250 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -276611.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -276755.250000 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -276755.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -276873.812500 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -276873.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -276965.468750 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -276965.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -277032.468750 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -277032.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -277080.093750 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -277080.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -277131.968750 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -277132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -277170.281250 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -277170.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -277197.781250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -277197.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -277214.250000 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -277214.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -277225.187500 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -277225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -277242.562500 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -277242.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -277259.375000 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -277259.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -277274.000000 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -277274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -277279.250000 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -277279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -277282.875000 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -277282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -277286.906250 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -277286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -277290.406250 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -277290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -277293.500000 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -277293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -277297.531250 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -277297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -277300.375000 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -277300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -277302.750000 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -277302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -277304.125000 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -277304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -277305.312500 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -277305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -277306.218750 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -277306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -277306.156250 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -277306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -277307.500000 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -277307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -277307.937500 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -277307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -277307.937500 Penalty: 4023.516357
	Iteration 32F: 3 clusters Score -277307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -276460.843750 Penalty: 2050.072510
	Iteration 0F: 2 clusters Score -276460.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -272683.812500 Penalty: 4100.145020
	Iteration 0F: 3 clusters Score -272683.8 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -273758.000000 Penalty: 4100.145020
	Iteration 1F: 3 clusters Score -273758 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -274081.187500 Penalty: 4100.145020
	Iteration 2F: 3 clusters Score -274081.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -274323.812500 Penalty: 4100.145020
	Iteration 3F: 3 clusters Score -274323.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -274480.343750 Penalty: 4100.145020
	Iteration 4F: 3 clusters Score -274480.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -274596.343750 Penalty: 4100.145020
	Iteration 5Q: 3 clusters Score -274596.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -274685.437500 Penalty: 4100.145020
	Iteration 6Q: 3 clusters Score -274685.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -274742.562500 Penalty: 4100.145020
	Iteration 7Q: 3 clusters Score -274742.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -274782.906250 Penalty: 4100.145020
	Iteration 8Q: 3 clusters Score -274782.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -274814.406250 Penalty: 4100.145020
	Iteration 9Q: 3 clusters Score -274814.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -274836.437500 Penalty: 4100.145020
	Iteration 10Q: 3 clusters Score -274836.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -274857.062500 Penalty: 4100.145020
	Iteration 11Q: 3 clusters Score -274857.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -274873.250000 Penalty: 4100.145020
	Iteration 12Q: 3 clusters Score -274873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -274887.406250 Penalty: 4100.145020
	Iteration 13Q: 3 clusters Score -274887.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -274901.375000 Penalty: 4100.145020
	Iteration 14Q: 3 clusters Score -274901.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -274914.000000 Penalty: 4100.145020
	Iteration 15Q: 3 clusters Score -274914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -274925.062500 Penalty: 4100.145020
	Iteration 16Q: 3 clusters Score -274925.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -274933.375000 Penalty: 4100.145020
	Iteration 17Q: 3 clusters Score -274933.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -274939.500000 Penalty: 4100.145020
	Iteration 18Q: 3 clusters Score -274939.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -274946.656250 Penalty: 4100.145020
	Iteration 19Q: 3 clusters Score -274946.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -274955.875000 Penalty: 4100.145020
	Iteration 20F: 3 clusters Score -274955.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -274965.500000 Penalty: 4100.145020
	Iteration 21Q: 3 clusters Score -274965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -274978.968750 Penalty: 4100.145020
	Iteration 22Q: 3 clusters Score -274979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -274997.718750 Penalty: 4100.145020
	Iteration 23Q: 3 clusters Score -274997.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -275016.281250 Penalty: 4100.145020
	Iteration 24Q: 3 clusters Score -275016.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -275038.718750 Penalty: 4100.145020
	Iteration 25Q: 3 clusters Score -275038.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -275059.031250 Penalty: 4100.145020
	Iteration 26Q: 3 clusters Score -275059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -275076.593750 Penalty: 4100.145020
	Iteration 27Q: 3 clusters Score -275076.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -275098.031250 Penalty: 4100.145020
	Iteration 28Q: 3 clusters Score -275098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -275117.156250 Penalty: 4100.145020
	Iteration 29Q: 3 clusters Score -275117.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -275133.375000 Penalty: 4100.145020
	Iteration 30Q: 3 clusters Score -275133.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -275152.468750 Penalty: 4100.145020
	Iteration 31Q: 3 clusters Score -275152.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -275187.281250 Penalty: 4100.145020
	Iteration 32Q: 3 clusters Score -275187.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -275219.656250 Penalty: 4100.145020
	Iteration 33Q: 3 clusters Score -275219.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -275238.812500 Penalty: 4100.145020
	Iteration 34Q: 3 clusters Score -275238.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -275259.781250 Penalty: 4100.145020
	Iteration 35Q: 3 clusters Score -275259.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -275279.281250 Penalty: 4100.145020
	Iteration 36Q: 3 clusters Score -275279.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -275297.093750 Penalty: 4100.145020
	Iteration 37Q: 3 clusters Score -275297.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -275316.406250 Penalty: 4100.145020
	Iteration 38Q: 3 clusters Score -275316.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -275330.937500 Penalty: 4100.145020
	Iteration 39Q: 3 clusters Score -275330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -275341.625000 Penalty: 4100.145020
	Iteration 40F: 3 clusters Score -275341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -275351.375000 Penalty: 4100.145020
	Iteration 41Q: 3 clusters Score -275351.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -275361.406250 Penalty: 4100.145020
	Iteration 42Q: 3 clusters Score -275361.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -275370.437500 Penalty: 4100.145020
	Iteration 43Q: 3 clusters Score -275370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -275376.312500 Penalty: 4100.145020
	Iteration 44Q: 3 clusters Score -275376.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -275380.156250 Penalty: 4100.145020
	Iteration 45Q: 3 clusters Score -275380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -275382.218750 Penalty: 4100.145020
	Iteration 46Q: 3 clusters Score -275382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -275385.062500 Penalty: 4100.145020
	Iteration 47Q: 3 clusters Score -275385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -275386.468750 Penalty: 4100.145020
	Iteration 48Q: 3 clusters Score -275386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -275387.125000 Penalty: 4100.145020
	Iteration 49Q: 3 clusters Score -275387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -275389.343750 Penalty: 4100.145020
	Iteration 50Q: 3 clusters Score -275389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -275390.968750 Penalty: 4100.145020
	Iteration 51Q: 3 clusters Score -275391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -275392.687500 Penalty: 4100.145020
	Iteration 52Q: 3 clusters Score -275392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -275392.750000 Penalty: 4100.145020
	Iteration 53Q: 3 clusters Score -275392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -275392.750000 Penalty: 4100.145020
	Iteration 54F: 3 clusters Score -275392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (384101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384101 members 
Entering Unmasked Estep 
Score: -33976744.000000 Penalty: 3188.947754
	Iteration 0F: 2 clusters Score -3.397674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 192493 members 
Entering Unmasked Estep 
Score: -33721136.000000 Penalty: 6377.895508
	Iteration 0F: 3 clusters Score -3.372114e+07 nChanged 186922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 202189 members 
Entering Unmasked Estep 
Score: -33832764.000000 Penalty: 6377.895508
	Iteration 1F: 3 clusters Score -3.383276e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175070 members 
Mstep: Class 2 contains 209031 members 
Entering Unmasked Estep 
Score: -33834716.000000 Penalty: 6377.895508
	Iteration 2Q: 3 clusters Score -3.383472e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 219828 members 
Entering Unmasked Estep 
Score: -33838300.000000 Penalty: 6377.895508
	Iteration 3Q: 3 clusters Score -3.38383e+07 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 236437 members 
Entering Unmasked Estep 
Score: -33845800.000000 Penalty: 6377.895508
	Iteration 4Q: 3 clusters Score -3.38458e+07 nChanged 24828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 260955 members 
Entering Unmasked Estep 
Score: -33860796.000000 Penalty: 6377.895508
	Iteration 5F: 3 clusters Score -3.38608e+07 nChanged 33255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 294116 members 
Entering Unmasked Estep 
Score: -33887132.000000 Penalty: 6377.895508
	Iteration 6F: 3 clusters Score -3.388713e+07 nChanged 37329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 331427 members 
Entering Unmasked Estep 
Score: -33923352.000000 Penalty: 6377.895508
	Iteration 7F: 3 clusters Score -3.392335e+07 nChanged 30462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 361885 members 
Entering Unmasked Estep 
Score: -33953532.000000 Penalty: 6377.895508
	Iteration 8F: 3 clusters Score -3.395353e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 377331 members 
Entering Unmasked Estep 
Score: -33968068.000000 Penalty: 6377.895508
	Iteration 9Q: 3 clusters Score -3.396807e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 382277 members 
Entering Unmasked Estep 
Score: -33972340.000000 Penalty: 6377.895508
	Iteration 10Q: 3 clusters Score -3.397234e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 383486 members 
Entering Unmasked Estep 
Score: -33973340.000000 Penalty: 6377.895508
	Iteration 11Q: 3 clusters Score -3.397334e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 383754 members 
Entering Unmasked Estep 
Score: -33973756.000000 Penalty: 6377.895508
	Iteration 12Q: 3 clusters Score -3.397376e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 383813 members 
Entering Unmasked Estep 
Score: -33973844.000000 Penalty: 6377.895508
	Iteration 13Q: 3 clusters Score -3.397384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 383835 members 
Entering Unmasked Estep 
Score: -33973900.000000 Penalty: 6377.895508
	Iteration 14Q: 3 clusters Score -3.39739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 383848 members 
Entering Unmasked Estep 
Score: -33973924.000000 Penalty: 6377.895508
	Iteration 15Q: 3 clusters Score -3.397392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 383856 members 
Entering Unmasked Estep 
Score: -33973960.000000 Penalty: 6377.895508
	Iteration 16Q: 3 clusters Score -3.397396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 383868 members 
Entering Unmasked Estep 
Score: -33973968.000000 Penalty: 6377.895508
	Iteration 17Q: 3 clusters Score -3.397397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 383871 members 
Entering Unmasked Estep 
Score: -33973972.000000 Penalty: 6377.895508
	Iteration 18Q: 3 clusters Score -3.397397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 383875 members 
Entering Unmasked Estep 
Score: -33973976.000000 Penalty: 6377.895508
	Iteration 19Q: 3 clusters Score -3.397398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 383876 members 
Entering Unmasked Estep 
Score: -33973980.000000 Penalty: 6377.895508
	Iteration 20F: 3 clusters Score -3.397398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Entering Unmasked Estep 
Score: -1765443.750000 Penalty: 2480.197266
	Iteration 0F: 2 clusters Score -1765444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1749991.000000 Penalty: 4960.394531
	Iteration 0F: 3 clusters Score -1749991 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1755220.750000 Penalty: 4960.394531
	Iteration 1F: 3 clusters Score -1755221 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1755737.500000 Penalty: 4960.394531
	Iteration 2F: 3 clusters Score -1755738 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1756206.000000 Penalty: 4960.394531
	Iteration 3F: 3 clusters Score -1756206 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1756663.500000 Penalty: 4960.394531
	Iteration 4Q: 3 clusters Score -1756664 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1757086.250000 Penalty: 4960.394531
	Iteration 5Q: 3 clusters Score -1757086 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1757504.500000 Penalty: 4960.394531
	Iteration 6Q: 3 clusters Score -1757504 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1757896.000000 Penalty: 4960.394531
	Iteration 7Q: 3 clusters Score -1757896 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1758291.750000 Penalty: 4960.394531
	Iteration 8Q: 3 clusters Score -1758292 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1758700.625000 Penalty: 4960.394531
	Iteration 9Q: 3 clusters Score -1758701 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1759166.125000 Penalty: 4960.394531
	Iteration 10Q: 3 clusters Score -1759166 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1759598.000000 Penalty: 4960.394531
	Iteration 11Q: 3 clusters Score -1759598 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1760002.125000 Penalty: 4960.394531
	Iteration 12Q: 3 clusters Score -1760002 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1760343.250000 Penalty: 4960.394531
	Iteration 13Q: 3 clusters Score -1760343 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1760605.125000 Penalty: 4960.394531
	Iteration 14Q: 3 clusters Score -1760605 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1760823.500000 Penalty: 4960.394531
	Iteration 15Q: 3 clusters Score -1760824 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1760999 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1761150 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1761289.000000 Penalty: 4960.394531
	Iteration 18Q: 3 clusters Score -1761289 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1761412.250000 Penalty: 4960.394531
	Iteration 19Q: 3 clusters Score -1761412 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1761497.250000 Penalty: 4960.394531
	Iteration 20F: 3 clusters Score -1761497 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1761604.500000 Penalty: 4960.394531
	Iteration 21Q: 3 clusters Score -1761604 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1761701.500000 Penalty: 4960.394531
	Iteration 22Q: 3 clusters Score -1761702 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1761795.250000 Penalty: 4960.394531
	Iteration 23Q: 3 clusters Score -1761795 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1761880.625000 Penalty: 4960.394531
	Iteration 24Q: 3 clusters Score -1761881 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1761959.000000 Penalty: 4960.394531
	Iteration 25Q: 3 clusters Score -1761959 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1762041.375000 Penalty: 4960.394531
	Iteration 26Q: 3 clusters Score -1762041 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1762112.250000 Penalty: 4960.394531
	Iteration 27Q: 3 clusters Score -1762112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1762193.125000 Penalty: 4960.394531
	Iteration 28Q: 3 clusters Score -1762193 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1762266.000000 Penalty: 4960.394531
	Iteration 29Q: 3 clusters Score -1762266 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1762331.125000 Penalty: 4960.394531
	Iteration 30Q: 3 clusters Score -1762331 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1762383.750000 Penalty: 4960.394531
	Iteration 31Q: 3 clusters Score -1762384 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1762427.375000 Penalty: 4960.394531
	Iteration 32Q: 3 clusters Score -1762427 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1762466.875000 Penalty: 4960.394531
	Iteration 33Q: 3 clusters Score -1762467 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1762486.875000 Penalty: 4960.394531
	Iteration 34Q: 3 clusters Score -1762487 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1762502.875000 Penalty: 4960.394531
	Iteration 35Q: 3 clusters Score -1762503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1762530.875000 Penalty: 4960.394531
	Iteration 36Q: 3 clusters Score -1762531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1762560.500000 Penalty: 4960.394531
	Iteration 37Q: 3 clusters Score -1762560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1762585.125000 Penalty: 4960.394531
	Iteration 38Q: 3 clusters Score -1762585 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1762613.500000 Penalty: 4960.394531
	Iteration 39Q: 3 clusters Score -1762614 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1762641.375000 Penalty: 4960.394531
	Iteration 40F: 3 clusters Score -1762641 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1762665.625000 Penalty: 4960.394531
	Iteration 41Q: 3 clusters Score -1762666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1762679.625000 Penalty: 4960.394531
	Iteration 42Q: 3 clusters Score -1762680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1762699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1762718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1762734.375000 Penalty: 4960.394531
	Iteration 45Q: 3 clusters Score -1762734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1762748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1762760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1762784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1762786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1762807.375000 Penalty: 4960.394531
	Iteration 50Q: 3 clusters Score -1762807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1762821.250000 Penalty: 4960.394531
	Iteration 51Q: 3 clusters Score -1762821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1762841.875000 Penalty: 4960.394531
	Iteration 52Q: 3 clusters Score -1762842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1762865.250000 Penalty: 4960.394531
	Iteration 53Q: 3 clusters Score -1762865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1762879.125000 Penalty: 4960.394531
	Iteration 54Q: 3 clusters Score -1762879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1762894.875000 Penalty: 4960.394531
	Iteration 55Q: 3 clusters Score -1762895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1762907.875000 Penalty: 4960.394531
	Iteration 56Q: 3 clusters Score -1762908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1762929.875000 Penalty: 4960.394531
	Iteration 57Q: 3 clusters Score -1762930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1762947.375000 Penalty: 4960.394531
	Iteration 58Q: 3 clusters Score -1762947 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1762964.125000 Penalty: 4960.394531
	Iteration 59Q: 3 clusters Score -1762964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1762978.500000 Penalty: 4960.394531
	Iteration 60F: 3 clusters Score -1762978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1762992.250000 Penalty: 4960.394531
	Iteration 61Q: 3 clusters Score -1762992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1762993.000000 Penalty: 4960.394531
	Iteration 62Q: 3 clusters Score -1762993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1763004.750000 Penalty: 4960.394531
	Iteration 63Q: 3 clusters Score -1763005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1763014.875000 Penalty: 4960.394531
	Iteration 64Q: 3 clusters Score -1763015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1763028.500000 Penalty: 4960.394531
	Iteration 65Q: 3 clusters Score -1763028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1763036.750000 Penalty: 4960.394531
	Iteration 66Q: 3 clusters Score -1763037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1763048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1763055.875000 Penalty: 4960.394531
	Iteration 68Q: 3 clusters Score -1763056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1763061.250000 Penalty: 4960.394531
	Iteration 69Q: 3 clusters Score -1763061 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1763075.875000 Penalty: 4960.394531
	Iteration 70Q: 3 clusters Score -1763076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1763086.625000 Penalty: 4960.394531
	Iteration 71Q: 3 clusters Score -1763087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1763091.500000 Penalty: 4960.394531
	Iteration 72Q: 3 clusters Score -1763092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1763099.750000 Penalty: 4960.394531
	Iteration 73Q: 3 clusters Score -1763100 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1763111.875000 Penalty: 4960.394531
	Iteration 74Q: 3 clusters Score -1763112 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1763116.750000 Penalty: 4960.394531
	Iteration 75Q: 3 clusters Score -1763117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1763131.750000 Penalty: 4960.394531
	Iteration 76Q: 3 clusters Score -1763132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1763152.000000 Penalty: 4960.394531
	Iteration 77Q: 3 clusters Score -1763152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1763173.375000 Penalty: 4960.394531
	Iteration 78Q: 3 clusters Score -1763173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1763189.500000 Penalty: 4960.394531
	Iteration 79Q: 3 clusters Score -1763190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1763206.750000 Penalty: 4960.394531
	Iteration 80F: 3 clusters Score -1763207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1763224.000000 Penalty: 4960.394531
	Iteration 81Q: 3 clusters Score -1763224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1763242.250000 Penalty: 4960.394531
	Iteration 82Q: 3 clusters Score -1763242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1763259.125000 Penalty: 4960.394531
	Iteration 83Q: 3 clusters Score -1763259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1763275.125000 Penalty: 4960.394531
	Iteration 84Q: 3 clusters Score -1763275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1763283.750000 Penalty: 4960.394531
	Iteration 85Q: 3 clusters Score -1763284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1763291.375000 Penalty: 4960.394531
	Iteration 86Q: 3 clusters Score -1763291 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1763301.750000 Penalty: 4960.394531
	Iteration 87Q: 3 clusters Score -1763302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1763309.125000 Penalty: 4960.394531
	Iteration 88Q: 3 clusters Score -1763309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1763311.375000 Penalty: 4960.394531
	Iteration 89Q: 3 clusters Score -1763311 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1763318.125000 Penalty: 4960.394531
	Iteration 90Q: 3 clusters Score -1763318 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1763321.125000 Penalty: 4960.394531
	Iteration 91Q: 3 clusters Score -1763321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1763321 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1763323.500000 Penalty: 4960.394531
	Iteration 93Q: 3 clusters Score -1763324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1763328.750000 Penalty: 4960.394531
	Iteration 94Q: 3 clusters Score -1763329 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1763335.125000 Penalty: 4960.394531
	Iteration 95Q: 3 clusters Score -1763335 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1763338.375000 Penalty: 4960.394531
	Iteration 96Q: 3 clusters Score -1763338 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1763341.750000 Penalty: 4960.394531
	Iteration 97Q: 3 clusters Score -1763342 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1763344.000000 Penalty: 4960.394531
	Iteration 98Q: 3 clusters Score -1763344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1763352.375000 Penalty: 4960.394531
	Iteration 99Q: 3 clusters Score -1763352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1763353.750000 Penalty: 4960.394531
	Iteration 100F: 3 clusters Score -1763354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1763361.375000 Penalty: 4960.394531
	Iteration 101Q: 3 clusters Score -1763361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1763370.500000 Penalty: 4960.394531
	Iteration 102Q: 3 clusters Score -1763370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1763374.625000 Penalty: 4960.394531
	Iteration 103Q: 3 clusters Score -1763375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1763375.625000 Penalty: 4960.394531
	Iteration 104Q: 3 clusters Score -1763376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1763383.875000 Penalty: 4960.394531
	Iteration 105Q: 3 clusters Score -1763384 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1763389 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1763392 nChanged 20
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Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1763397 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1763400 nChanged 14
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Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1763405 nChanged 15
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Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1763407 nChanged 18
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Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1763405 nChanged 19
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Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1763406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1763412.375000 Penalty: 4960.394531
	Iteration 114Q: 3 clusters Score -1763412 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1763415 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1763416 nChanged 10
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Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1763419 nChanged 13
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Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1763420 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1763419 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1763426 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1763429 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1763435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1763429 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1763434 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1763434 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1763441.500000 Penalty: 4960.394531
	Iteration 127Q: 3 clusters Score -1763442 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1763444 nChanged 12
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Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1763446.750000 Penalty: 4960.394531
	Iteration 129Q: 3 clusters Score -1763447 nChanged 8
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Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1763449 nChanged 7
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Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1763450.750000 Penalty: 4960.394531
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Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1763453 nChanged 7
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Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1763453 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1763456.250000 Penalty: 4960.394531
	Iteration 134Q: 3 clusters Score -1763456 nChanged 12
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Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1763458 nChanged 6
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Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1763461 nChanged 6
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Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1763463 nChanged 11
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Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1763466 nChanged 7
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Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1763466 nChanged 6
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Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1763467 nChanged 4
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Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1763467 nChanged 3
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Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1763467 nChanged 5
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Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1900 members 
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	Iteration 143Q: 3 clusters Score -1763468 nChanged 6
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Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1763471 nChanged 6
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Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1763472 nChanged 3
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Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1763473 nChanged 3
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Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1763476 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1763472 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1763474 nChanged 6
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Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1763475 nChanged 6
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Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1763474 nChanged 5
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Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1763476 nChanged 6
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Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1763477 nChanged 6
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Mstep: Class 1 contains 20195 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1763477 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1763476 nChanged 3
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Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1763477 nChanged 5
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Mstep: Class 1 contains 20210 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1763477 nChanged 1
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Mstep: Class 1 contains 20211 members 
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	Iteration 158Q: 3 clusters Score -1763481 nChanged 3
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Mstep: Class 1 contains 20214 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1763481 nChanged 4
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Mstep: Class 1 contains 20218 members 
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Entering Unmasked Estep 
Score: -1763479.875000 Penalty: 4960.394531
	Iteration 160F: 3 clusters Score -1763480 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20223 members 
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	Iteration 161Q: 3 clusters Score -1763480 nChanged 8
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Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1763474 nChanged 5
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Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1763482.500000 Penalty: 4960.394531
	Iteration 163Q: 3 clusters Score -1763482 nChanged 10
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Mstep: Class 1 contains 20246 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1763490 nChanged 7
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Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1763494 nChanged 11
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Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1763494 nChanged 12
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Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1763496 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1763497 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20300 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1763500 nChanged 9
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Mstep: Class 1 contains 20307 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1763506 nChanged 11
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Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1763509 nChanged 15
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Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1763510.625000 Penalty: 4960.394531
	Iteration 172Q: 3 clusters Score -1763511 nChanged 15
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Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1763513.000000 Penalty: 4960.394531
	Iteration 173Q: 3 clusters Score -1763513 nChanged 17
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Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1763520.625000 Penalty: 4960.394531
	Iteration 174Q: 3 clusters Score -1763521 nChanged 16
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Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1763528.625000 Penalty: 4960.394531
	Iteration 175Q: 3 clusters Score -1763529 nChanged 19
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Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1763533.000000 Penalty: 4960.394531
	Iteration 176Q: 3 clusters Score -1763533 nChanged 15
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Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1763531.500000 Penalty: 4960.394531
	Iteration 177Q: 3 clusters Score -1763532 nChanged 16
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Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1763537.000000 Penalty: 4960.394531
	Iteration 178Q: 3 clusters Score -1763537 nChanged 11
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Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1763534.375000 Penalty: 4960.394531
	Iteration 179Q: 3 clusters Score -1763534 nChanged 8
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Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1763536.000000 Penalty: 4960.394531
	Iteration 180F: 3 clusters Score -1763536 nChanged 10
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Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1763535.125000 Penalty: 4960.394531
	Iteration 181Q: 3 clusters Score -1763535 nChanged 8
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Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1763541.375000 Penalty: 4960.394531
	Iteration 182Q: 3 clusters Score -1763541 nChanged 8
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Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1763542.500000 Penalty: 4960.394531
	Iteration 183Q: 3 clusters Score -1763542 nChanged 11
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Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1763543.625000 Penalty: 4960.394531
	Iteration 184Q: 3 clusters Score -1763544 nChanged 9
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Mstep: Class 1 contains 20494 members 
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	Iteration 185Q: 3 clusters Score -1763548 nChanged 13
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Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1537 members 
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	Iteration 186Q: 3 clusters Score -1763547 nChanged 13
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Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1763553.000000 Penalty: 4960.394531
	Iteration 187Q: 3 clusters Score -1763553 nChanged 11
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Mstep: Class 1 contains 20531 members 
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	Iteration 188Q: 3 clusters Score -1763557 nChanged 13
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Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1500 members 
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	Iteration 189Q: 3 clusters Score -1763558 nChanged 16
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Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1763563 nChanged 15
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Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1763567 nChanged 14
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Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1763571 nChanged 22
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Mstep: Class 1 contains 20607 members 
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Entering Unmasked Estep 
Score: -1763582.875000 Penalty: 4960.394531
	Iteration 193Q: 3 clusters Score -1763583 nChanged 22
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Mstep: Class 1 contains 20629 members 
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Entering Unmasked Estep 
Score: -1763587.250000 Penalty: 4960.394531
	Iteration 194Q: 3 clusters Score -1763587 nChanged 17
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Mstep: Class 1 contains 20646 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1763594 nChanged 15
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Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1763596.875000 Penalty: 4960.394531
	Iteration 196Q: 3 clusters Score -1763597 nChanged 10
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Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1763600 nChanged 12
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Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1763598.000000 Penalty: 4960.394531
	Iteration 198Q: 3 clusters Score -1763598 nChanged 15
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Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1763606.000000 Penalty: 4960.394531
	Iteration 199Q: 3 clusters Score -1763606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1763614.250000 Penalty: 4960.394531
	Iteration 200F: 3 clusters Score -1763614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1763618.750000 Penalty: 4960.394531
	Iteration 201Q: 3 clusters Score -1763619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1763620.625000 Penalty: 4960.394531
	Iteration 202Q: 3 clusters Score -1763621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1763620.750000 Penalty: 4960.394531
	Iteration 203Q: 3 clusters Score -1763621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1763623.500000 Penalty: 4960.394531
	Iteration 204Q: 3 clusters Score -1763624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1763622.250000 Penalty: 4960.394531
	Iteration 205Q: 3 clusters Score -1763622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1763623.250000 Penalty: 4960.394531
	Iteration 206Q: 3 clusters Score -1763623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1763625.875000 Penalty: 4960.394531
	Iteration 207Q: 3 clusters Score -1763626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1763629.000000 Penalty: 4960.394531
	Iteration 208Q: 3 clusters Score -1763629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1763629.250000 Penalty: 4960.394531
	Iteration 209Q: 3 clusters Score -1763629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1763628.125000 Penalty: 4960.394531
	Iteration 210Q: 3 clusters Score -1763628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1763628.875000 Penalty: 4960.394531
	Iteration 211Q: 3 clusters Score -1763629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1763628.875000 Penalty: 4960.394531
	Iteration 212F: 3 clusters Score -1763629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -320247.593750 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -320247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -316460.468750 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -316460.5 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -317306.875000 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -317306.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -317550.531250 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -317550.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -317731.218750 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -317731.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -317871.531250 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -317871.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -317982.218750 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -317982.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -318067.843750 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -318067.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -318172.531250 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -318172.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -318257.156250 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -318257.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -318352.281250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -318352.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -318465.125000 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -318465.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -318580.000000 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -318580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -318675.562500 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -318675.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -318772.218750 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -318772.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -318875.437500 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -318875.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -318974.218750 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -318974.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -319083.375000 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -319083.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -319157.062500 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -319157.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -319207.843750 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -319207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -319241.812500 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -319241.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -319255.312500 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -319255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -319261.750000 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -319261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -319266.187500 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -319266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -319270.187500 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -319270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -319273.406250 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -319273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -319274.718750 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -319274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -319275.718750 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -319275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -319277.218750 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -319277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -319278.218750 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -319278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -319278.218750 Penalty: 4093.988037
	Iteration 29F: 3 clusters Score -319278.2 nChanged 0
20->33 Clusters: Score -146512160.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1705460 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 85288 members 
Mstep: Class 3 contains 85436 members 
Mstep: Class 4 contains 84861 members 
Mstep: Class 5 contains 85641 members 
Mstep: Class 6 contains 84965 members 
Mstep: Class 7 contains 85335 members 
Mstep: Class 8 contains 85221 members 
Mstep: Class 9 contains 85138 members 
Mstep: Class 10 contains 85171 members 
Mstep: Class 11 contains 85738 members 
Mstep: Class 12 contains 85247 members 
Mstep: Class 13 contains 85633 members 
Mstep: Class 14 contains 85137 members 
Mstep: Class 15 contains 84824 members 
Mstep: Class 16 contains 85697 members 
Mstep: Class 17 contains 85147 members 
Mstep: Class 18 contains 85266 members 
Mstep: Class 19 contains 85282 members 
Mstep: Class 20 contains 85205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1279.639893 but Gain 3558.632812
Score: -139137584.000000 Penalty: 67614.117188
Iteration 0F: 20 clusters Score -1.391376e+08 nChanged 1612017
Entering Unmasked Mstep 
Mstep: Class 0 contains 608 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 64190 members 
Mstep: Class 3 contains 47385 members 
Mstep: Class 4 contains 46297 members 
Mstep: Class 5 contains 137520 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 78341 members 
Mstep: Class 9 contains 149595 members 
Mstep: Class 10 contains 79954 members 
Mstep: Class 11 contains 256379 members 
Mstep: Class 12 contains 54899 members 
Mstep: Class 13 contains 90040 members 
Mstep: Class 14 contains 63521 members 
Mstep: Class 15 contains 57039 members 
Mstep: Class 16 contains 121519 members 
Mstep: Class 17 contains 77997 members 
Mstep: Class 18 contains 69805 members 
Mstep: Class 19 contains 124797 members 
Mstep: Class 20 contains 84509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143240896.000000 Penalty: 67614.117188
Iteration 1F: 20 clusters Score -1.432409e+08 nChanged 598484
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 54147 members 
Mstep: Class 3 contains 31035 members 
Mstep: Class 4 contains 23533 members 
Mstep: Class 5 contains 133191 members 
Mstep: Class 7 contains 22999 members 
Mstep: Class 8 contains 90083 members 
Mstep: Class 9 contains 101052 members 
Mstep: Class 10 contains 77430 members 
Mstep: Class 11 contains 328911 members 
Mstep: Class 12 contains 44578 members 
Mstep: Class 13 contains 68690 members 
Mstep: Class 14 contains 64896 members 
Mstep: Class 15 contains 44928 members 
Mstep: Class 16 contains 160929 members 
Mstep: Class 17 contains 82683 members 
Mstep: Class 18 contains 73969 members 
Mstep: Class 19 contains 170490 members 
Mstep: Class 20 contains 95790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144242576.000000 Penalty: 67614.117188
Iteration 2F: 20 clusters Score -1.442426e+08 nChanged 442990
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 41063 members 
Mstep: Class 3 contains 21369 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 124724 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 8 contains 84225 members 
Mstep: Class 9 contains 68064 members 
Mstep: Class 10 contains 62162 members 
Mstep: Class 11 contains 467152 members 
Mstep: Class 12 contains 35263 members 
Mstep: Class 13 contains 40080 members 
Mstep: Class 14 contains 61482 members 
Mstep: Class 15 contains 50086 members 
Mstep: Class 16 contains 165141 members 
Mstep: Class 17 contains 71887 members 
Mstep: Class 18 contains 71779 members 
Mstep: Class 19 contains 188655 members 
Mstep: Class 20 contains 101642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144805248.000000 Penalty: 67614.117188
Iteration 3F: 20 clusters Score -1.448052e+08 nChanged 353190
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 30173 members 
Mstep: Class 3 contains 15712 members 
Mstep: Class 4 contains 6193 members 
Mstep: Class 5 contains 107300 members 
Mstep: Class 7 contains 15955 members 
Mstep: Class 8 contains 64508 members 
Mstep: Class 9 contains 51547 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 638777 members 
Mstep: Class 12 contains 28313 members 
Mstep: Class 13 contains 23853 members 
Mstep: Class 14 contains 58548 members 
Mstep: Class 15 contains 53075 members 
Mstep: Class 16 contains 139133 members 
Mstep: Class 17 contains 54975 members 
Mstep: Class 18 contains 67079 members 
Mstep: Class 19 contains 179941 members 
Mstep: Class 20 contains 116835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3325.631836 but Gain 3558.640625
Score: -145192352.000000 Penalty: 64055.476562
Iteration 4F: 19 clusters Score -1.451924e+08 nChanged 284326
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 23010 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 5 contains 93500 members 
Mstep: Class 7 contains 14791 members 
Mstep: Class 8 contains 43144 members 
Mstep: Class 9 contains 43687 members 
Mstep: Class 10 contains 22953 members 
Mstep: Class 11 contains 784733 members 
Mstep: Class 12 contains 26431 members 
Mstep: Class 13 contains 17605 members 
Mstep: Class 14 contains 59489 members 
Mstep: Class 15 contains 52400 members 
Mstep: Class 16 contains 100149 members 
Mstep: Class 17 contains 42038 members 
Mstep: Class 18 contains 66720 members 
Mstep: Class 19 contains 159390 members 
Mstep: Class 20 contains 132753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145517792.000000 Penalty: 64055.476562
Iteration 5F: 19 clusters Score -1.455178e+08 nChanged 223025
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 10301 members 
Mstep: Class 5 contains 87551 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 27667 members 
Mstep: Class 9 contains 39587 members 
Mstep: Class 10 contains 11518 members 
Mstep: Class 11 contains 890777 members 
Mstep: Class 12 contains 26482 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 60291 members 
Mstep: Class 15 contains 50098 members 
Mstep: Class 16 contains 60103 members 
Mstep: Class 17 contains 33118 members 
Mstep: Class 18 contains 70388 members 
Mstep: Class 19 contains 138196 members 
Mstep: Class 20 contains 139985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145698064.000000 Penalty: 64055.476562
Iteration 6F: 19 clusters Score -1.456981e+08 nChanged 166302
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 18742 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 5 contains 86818 members 
Mstep: Class 7 contains 14373 members 
Mstep: Class 8 contains 19247 members 
Mstep: Class 9 contains 36923 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 927105 members 
Mstep: Class 12 contains 26825 members 
Mstep: Class 13 contains 16056 members 
Mstep: Class 14 contains 59698 members 
Mstep: Class 15 contains 47959 members 
Mstep: Class 16 contains 34065 members 
Mstep: Class 17 contains 27596 members 
Mstep: Class 18 contains 79341 members 
Mstep: Class 19 contains 137440 members 
Mstep: Class 20 contains 146232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145805424.000000 Penalty: 64055.476562
Iteration 7F: 19 clusters Score -1.458054e+08 nChanged 122917
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 18799 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 5 contains 88188 members 
Mstep: Class 7 contains 14929 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 34314 members 
Mstep: Class 10 contains 3917 members 
Mstep: Class 11 contains 920329 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 16961 members 
Mstep: Class 14 contains 59377 members 
Mstep: Class 15 contains 46203 members 
Mstep: Class 16 contains 20000 members 
Mstep: Class 17 contains 24126 members 
Mstep: Class 18 contains 93041 members 
Mstep: Class 19 contains 147863 members 
Mstep: Class 20 contains 153285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3421.022949 but Gain 3558.636719
Score: -145898384.000000 Penalty: 60496.839844
Iteration 8F: 18 clusters Score -1.458984e+08 nChanged 94635
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 19278 members 
Mstep: Class 3 contains 9413 members 
Mstep: Class 5 contains 90114 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 31591 members 
Mstep: Class 11 contains 902387 members 
Mstep: Class 12 contains 26045 members 
Mstep: Class 13 contains 17700 members 
Mstep: Class 14 contains 61156 members 
Mstep: Class 15 contains 44766 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 22255 members 
Mstep: Class 18 contains 106005 members 
Mstep: Class 19 contains 158100 members 
Mstep: Class 20 contains 160365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145976224.000000 Penalty: 60496.839844
Iteration 9F: 18 clusters Score -1.459762e+08 nChanged 70270
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 19913 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 5 contains 91896 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 8 contains 8718 members 
Mstep: Class 9 contains 29157 members 
Mstep: Class 11 contains 879526 members 
Mstep: Class 12 contains 25643 members 
Mstep: Class 13 contains 18366 members 
Mstep: Class 14 contains 64228 members 
Mstep: Class 15 contains 43580 members 
Mstep: Class 16 contains 8232 members 
Mstep: Class 17 contains 21260 members 
Mstep: Class 18 contains 115316 members 
Mstep: Class 19 contains 166089 members 
Mstep: Class 20 contains 166322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146033488.000000 Penalty: 60496.839844
Iteration 10Q: 18 clusters Score -1.460335e+08 nChanged 56194
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 20733 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 5 contains 93672 members 
Mstep: Class 7 contains 16450 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 27131 members 
Mstep: Class 11 contains 858527 members 
Mstep: Class 12 contains 25237 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 68180 members 
Mstep: Class 15 contains 42479 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 20770 members 
Mstep: Class 18 contains 121413 members 
Mstep: Class 19 contains 171686 members 
Mstep: Class 20 contains 171053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146080080.000000 Penalty: 60496.839844
Iteration 11Q: 18 clusters Score -1.460801e+08 nChanged 45860
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 21576 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 5 contains 95329 members 
Mstep: Class 7 contains 16775 members 
Mstep: Class 8 contains 8565 members 
Mstep: Class 9 contains 25426 members 
Mstep: Class 11 contains 840984 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 19394 members 
Mstep: Class 14 contains 72415 members 
Mstep: Class 15 contains 41371 members 
Mstep: Class 16 contains 4694 members 
Mstep: Class 17 contains 20897 members 
Mstep: Class 18 contains 125428 members 
Mstep: Class 19 contains 174906 members 
Mstep: Class 20 contains 174281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146114320.000000 Penalty: 60496.839844
Iteration 12Q: 18 clusters Score -1.461143e+08 nChanged 38294
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 22368 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 5 contains 96358 members 
Mstep: Class 7 contains 16971 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 24021 members 
Mstep: Class 11 contains 827187 members 
Mstep: Class 12 contains 24238 members 
Mstep: Class 13 contains 19780 members 
Mstep: Class 14 contains 76620 members 
Mstep: Class 15 contains 40259 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 127790 members 
Mstep: Class 19 contains 176120 members 
Mstep: Class 20 contains 176409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146139824.000000 Penalty: 60496.839844
Iteration 13Q: 18 clusters Score -1.461398e+08 nChanged 33065
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 23090 members 
Mstep: Class 3 contains 15290 members 
Mstep: Class 5 contains 96912 members 
Mstep: Class 7 contains 17110 members 
Mstep: Class 8 contains 10666 members 
Mstep: Class 9 contains 22803 members 
Mstep: Class 11 contains 816222 members 
Mstep: Class 12 contains 23802 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 14 contains 80637 members 
Mstep: Class 15 contains 39270 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128987 members 
Mstep: Class 19 contains 175974 members 
Mstep: Class 20 contains 178260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146160336.000000 Penalty: 60496.839844
Iteration 14Q: 18 clusters Score -1.461603e+08 nChanged 29059
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 23749 members 
Mstep: Class 3 contains 16613 members 
Mstep: Class 5 contains 97118 members 
Mstep: Class 7 contains 17219 members 
Mstep: Class 8 contains 11773 members 
Mstep: Class 9 contains 21859 members 
Mstep: Class 11 contains 807885 members 
Mstep: Class 12 contains 23516 members 
Mstep: Class 13 contains 20332 members 
Mstep: Class 14 contains 84489 members 
Mstep: Class 15 contains 38449 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 23637 members 
Mstep: Class 18 contains 129121 members 
Mstep: Class 19 contains 174851 members 
Mstep: Class 20 contains 179758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3511.461182 but Gain 3558.636719
Score: -146176000.000000 Penalty: 56938.203125
Iteration 15Q: 17 clusters Score -1.46176e+08 nChanged 28601
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 24402 members 
Mstep: Class 3 contains 17850 members 
Mstep: Class 5 contains 97237 members 
Mstep: Class 7 contains 17327 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 21050 members 
Mstep: Class 11 contains 802498 members 
Mstep: Class 12 contains 23311 members 
Mstep: Class 13 contains 20521 members 
Mstep: Class 14 contains 88825 members 
Mstep: Class 15 contains 37726 members 
Mstep: Class 17 contains 24867 members 
Mstep: Class 18 contains 128534 members 
Mstep: Class 19 contains 173373 members 
Mstep: Class 20 contains 181771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146191280.000000 Penalty: 56938.203125
Iteration 16Q: 17 clusters Score -1.461913e+08 nChanged 23432
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 25000 members 
Mstep: Class 3 contains 19018 members 
Mstep: Class 5 contains 97014 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 13508 members 
Mstep: Class 9 contains 20448 members 
Mstep: Class 11 contains 797071 members 
Mstep: Class 12 contains 23103 members 
Mstep: Class 13 contains 20669 members 
Mstep: Class 14 contains 92649 members 
Mstep: Class 15 contains 37152 members 
Mstep: Class 17 contains 26021 members 
Mstep: Class 18 contains 127451 members 
Mstep: Class 19 contains 171577 members 
Mstep: Class 20 contains 182983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146200848.000000 Penalty: 56938.203125
Iteration 17Q: 17 clusters Score -1.462008e+08 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 25531 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 5 contains 96687 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 13967 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 11 contains 792324 members 
Mstep: Class 12 contains 22917 members 
Mstep: Class 13 contains 20802 members 
Mstep: Class 14 contains 96568 members 
Mstep: Class 15 contains 36666 members 
Mstep: Class 17 contains 27025 members 
Mstep: Class 18 contains 126155 members 
Mstep: Class 19 contains 169782 members 
Mstep: Class 20 contains 184226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146208624.000000 Penalty: 56938.203125
Iteration 18Q: 17 clusters Score -1.462086e+08 nChanged 19532
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 25957 members 
Mstep: Class 3 contains 21086 members 
Mstep: Class 5 contains 96296 members 
Mstep: Class 7 contains 17732 members 
Mstep: Class 8 contains 14348 members 
Mstep: Class 9 contains 19760 members 
Mstep: Class 11 contains 788030 members 
Mstep: Class 12 contains 22722 members 
Mstep: Class 13 contains 20869 members 
Mstep: Class 14 contains 100629 members 
Mstep: Class 15 contains 36316 members 
Mstep: Class 17 contains 27819 members 
Mstep: Class 18 contains 124686 members 
Mstep: Class 19 contains 168156 members 
Mstep: Class 20 contains 185339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146215600.000000 Penalty: 56938.203125
Iteration 19Q: 17 clusters Score -1.462156e+08 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 26260 members 
Mstep: Class 3 contains 21990 members 
Mstep: Class 5 contains 95820 members 
Mstep: Class 7 contains 17915 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 19573 members 
Mstep: Class 11 contains 783741 members 
Mstep: Class 12 contains 22507 members 
Mstep: Class 13 contains 20910 members 
Mstep: Class 14 contains 105028 members 
Mstep: Class 15 contains 36082 members 
Mstep: Class 17 contains 28467 members 
Mstep: Class 18 contains 123257 members 
Mstep: Class 19 contains 166681 members 
Mstep: Class 20 contains 186485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146226480.000000 Penalty: 56938.203125
Iteration 20F: 17 clusters Score -1.462265e+08 nChanged 19245
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 26483 members 
Mstep: Class 3 contains 22750 members 
Mstep: Class 5 contains 94984 members 
Mstep: Class 7 contains 17863 members 
Mstep: Class 8 contains 15044 members 
Mstep: Class 9 contains 19704 members 
Mstep: Class 11 contains 778251 members 
Mstep: Class 12 contains 22273 members 
Mstep: Class 13 contains 20963 members 
Mstep: Class 14 contains 110463 members 
Mstep: Class 15 contains 35454 members 
Mstep: Class 17 contains 29333 members 
Mstep: Class 18 contains 121942 members 
Mstep: Class 19 contains 165076 members 
Mstep: Class 20 contains 187687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146237984.000000 Penalty: 56938.203125
Iteration 21Q: 17 clusters Score -1.46238e+08 nChanged 20218
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 26635 members 
Mstep: Class 3 contains 23432 members 
Mstep: Class 5 contains 93948 members 
Mstep: Class 7 contains 17868 members 
Mstep: Class 8 contains 15316 members 
Mstep: Class 9 contains 19523 members 
Mstep: Class 11 contains 772187 members 
Mstep: Class 12 contains 22049 members 
Mstep: Class 13 contains 21281 members 
Mstep: Class 14 contains 116794 members 
Mstep: Class 15 contains 35012 members 
Mstep: Class 17 contains 30020 members 
Mstep: Class 18 contains 120903 members 
Mstep: Class 19 contains 163572 members 
Mstep: Class 20 contains 188869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146246416.000000 Penalty: 56938.203125
Iteration 22Q: 17 clusters Score -1.462464e+08 nChanged 20393
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 26756 members 
Mstep: Class 3 contains 24070 members 
Mstep: Class 5 contains 92900 members 
Mstep: Class 7 contains 17920 members 
Mstep: Class 8 contains 15515 members 
Mstep: Class 9 contains 19330 members 
Mstep: Class 11 contains 765136 members 
Mstep: Class 12 contains 21889 members 
Mstep: Class 13 contains 21571 members 
Mstep: Class 14 contains 123954 members 
Mstep: Class 15 contains 34652 members 
Mstep: Class 17 contains 30577 members 
Mstep: Class 18 contains 120090 members 
Mstep: Class 19 contains 162150 members 
Mstep: Class 20 contains 190200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146254624.000000 Penalty: 56938.203125
Iteration 23Q: 17 clusters Score -1.462546e+08 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 26828 members 
Mstep: Class 3 contains 24692 members 
Mstep: Class 5 contains 91859 members 
Mstep: Class 7 contains 18001 members 
Mstep: Class 8 contains 15680 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 11 contains 757302 members 
Mstep: Class 12 contains 21789 members 
Mstep: Class 13 contains 21796 members 
Mstep: Class 14 contains 131741 members 
Mstep: Class 15 contains 34290 members 
Mstep: Class 17 contains 31012 members 
Mstep: Class 18 contains 119494 members 
Mstep: Class 19 contains 160781 members 
Mstep: Class 20 contains 191571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146261552.000000 Penalty: 56938.203125
Iteration 24Q: 17 clusters Score -1.462616e+08 nChanged 21573
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 26891 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 5 contains 90820 members 
Mstep: Class 7 contains 18071 members 
Mstep: Class 8 contains 15809 members 
Mstep: Class 9 contains 19266 members 
Mstep: Class 11 contains 748229 members 
Mstep: Class 12 contains 21740 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 140213 members 
Mstep: Class 15 contains 33925 members 
Mstep: Class 17 contains 31452 members 
Mstep: Class 18 contains 119088 members 
Mstep: Class 19 contains 159408 members 
Mstep: Class 20 contains 193313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146268464.000000 Penalty: 56938.203125
Iteration 25Q: 17 clusters Score -1.462685e+08 nChanged 22487
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 26940 members 
Mstep: Class 3 contains 25856 members 
Mstep: Class 5 contains 89846 members 
Mstep: Class 7 contains 18133 members 
Mstep: Class 8 contains 15949 members 
Mstep: Class 9 contains 19329 members 
Mstep: Class 11 contains 738130 members 
Mstep: Class 12 contains 21732 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 149160 members 
Mstep: Class 15 contains 33531 members 
Mstep: Class 17 contains 31827 members 
Mstep: Class 18 contains 118907 members 
Mstep: Class 19 contains 157993 members 
Mstep: Class 20 contains 195417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146274336.000000 Penalty: 56938.203125
Iteration 26Q: 17 clusters Score -1.462743e+08 nChanged 23224
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 27009 members 
Mstep: Class 3 contains 26363 members 
Mstep: Class 5 contains 88930 members 
Mstep: Class 7 contains 18159 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 9 contains 19415 members 
Mstep: Class 11 contains 727295 members 
Mstep: Class 12 contains 21738 members 
Mstep: Class 13 contains 22305 members 
Mstep: Class 14 contains 158406 members 
Mstep: Class 15 contains 33066 members 
Mstep: Class 17 contains 32192 members 
Mstep: Class 18 contains 118869 members 
Mstep: Class 19 contains 156539 members 
Mstep: Class 20 contains 197885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146277264.000000 Penalty: 56938.203125
Iteration 27Q: 17 clusters Score -1.462773e+08 nChanged 23529
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 27060 members 
Mstep: Class 3 contains 26874 members 
Mstep: Class 5 contains 88033 members 
Mstep: Class 7 contains 18183 members 
Mstep: Class 8 contains 16140 members 
Mstep: Class 9 contains 19545 members 
Mstep: Class 11 contains 715765 members 
Mstep: Class 12 contains 21747 members 
Mstep: Class 13 contains 22454 members 
Mstep: Class 14 contains 167755 members 
Mstep: Class 15 contains 32521 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 119079 members 
Mstep: Class 19 contains 154900 members 
Mstep: Class 20 contains 200771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146279632.000000 Penalty: 56938.203125
Iteration 28Q: 17 clusters Score -1.462796e+08 nChanged 23915
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 27095 members 
Mstep: Class 3 contains 27352 members 
Mstep: Class 5 contains 87255 members 
Mstep: Class 7 contains 18213 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 19650 members 
Mstep: Class 11 contains 703527 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 176979 members 
Mstep: Class 15 contains 31857 members 
Mstep: Class 17 contains 32981 members 
Mstep: Class 18 contains 119515 members 
Mstep: Class 19 contains 152971 members 
Mstep: Class 20 contains 204358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146279024.000000 Penalty: 56938.203125
Iteration 29Q: 17 clusters Score -1.46279e+08 nChanged 24602
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 27139 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 5 contains 86650 members 
Mstep: Class 7 contains 18234 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 19733 members 
Mstep: Class 11 contains 690849 members 
Mstep: Class 12 contains 21931 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 14 contains 185625 members 
Mstep: Class 15 contains 31082 members 
Mstep: Class 17 contains 33465 members 
Mstep: Class 18 contains 120242 members 
Mstep: Class 19 contains 150524 members 
Mstep: Class 20 contains 208821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146278272.000000 Penalty: 56938.203125
Iteration 30Q: 17 clusters Score -1.462783e+08 nChanged 25733
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 27155 members 
Mstep: Class 3 contains 28475 members 
Mstep: Class 5 contains 86270 members 
Mstep: Class 7 contains 18283 members 
Mstep: Class 8 contains 16308 members 
Mstep: Class 9 contains 19797 members 
Mstep: Class 11 contains 677586 members 
Mstep: Class 12 contains 22079 members 
Mstep: Class 13 contains 23006 members 
Mstep: Class 14 contains 193629 members 
Mstep: Class 15 contains 30143 members 
Mstep: Class 17 contains 33962 members 
Mstep: Class 18 contains 121264 members 
Mstep: Class 19 contains 147463 members 
Mstep: Class 20 contains 214309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146276224.000000 Penalty: 56938.203125
Iteration 31Q: 17 clusters Score -1.462762e+08 nChanged 26140
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 27142 members 
Mstep: Class 3 contains 29174 members 
Mstep: Class 5 contains 86006 members 
Mstep: Class 7 contains 18341 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 11 contains 664008 members 
Mstep: Class 12 contains 22294 members 
Mstep: Class 13 contains 23271 members 
Mstep: Class 14 contains 200927 members 
Mstep: Class 15 contains 29224 members 
Mstep: Class 17 contains 34303 members 
Mstep: Class 18 contains 122575 members 
Mstep: Class 19 contains 144543 members 
Mstep: Class 20 contains 220150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146284016.000000 Penalty: 56938.203125
Iteration 32Q: 17 clusters Score -1.46284e+08 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 27126 members 
Mstep: Class 3 contains 29896 members 
Mstep: Class 5 contains 85732 members 
Mstep: Class 7 contains 18393 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 19929 members 
Mstep: Class 11 contains 652238 members 
Mstep: Class 12 contains 22500 members 
Mstep: Class 13 contains 23532 members 
Mstep: Class 14 contains 207110 members 
Mstep: Class 15 contains 28433 members 
Mstep: Class 17 contains 34388 members 
Mstep: Class 18 contains 124023 members 
Mstep: Class 19 contains 142705 members 
Mstep: Class 20 contains 224495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146290080.000000 Penalty: 56938.203125
Iteration 33Q: 17 clusters Score -1.462901e+08 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 27088 members 
Mstep: Class 3 contains 30571 members 
Mstep: Class 5 contains 85378 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 19993 members 
Mstep: Class 11 contains 642496 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 23852 members 
Mstep: Class 14 contains 212066 members 
Mstep: Class 15 contains 27823 members 
Mstep: Class 17 contains 34278 members 
Mstep: Class 18 contains 125491 members 
Mstep: Class 19 contains 141711 members 
Mstep: Class 20 contains 227626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146293664.000000 Penalty: 56938.203125
Iteration 34Q: 17 clusters Score -1.462937e+08 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 27056 members 
Mstep: Class 3 contains 31203 members 
Mstep: Class 5 contains 85031 members 
Mstep: Class 7 contains 18475 members 
Mstep: Class 8 contains 16353 members 
Mstep: Class 9 contains 20055 members 
Mstep: Class 11 contains 634552 members 
Mstep: Class 12 contains 22841 members 
Mstep: Class 13 contains 24168 members 
Mstep: Class 14 contains 215931 members 
Mstep: Class 15 contains 27316 members 
Mstep: Class 17 contains 34118 members 
Mstep: Class 18 contains 126814 members 
Mstep: Class 19 contains 141167 members 
Mstep: Class 20 contains 230045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146296800.000000 Penalty: 56938.203125
Iteration 35Q: 17 clusters Score -1.462968e+08 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 26994 members 
Mstep: Class 3 contains 31766 members 
Mstep: Class 5 contains 84666 members 
Mstep: Class 7 contains 18492 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 20122 members 
Mstep: Class 11 contains 628128 members 
Mstep: Class 12 contains 22990 members 
Mstep: Class 13 contains 24553 members 
Mstep: Class 14 contains 218936 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 17 contains 33899 members 
Mstep: Class 18 contains 127998 members 
Mstep: Class 19 contains 140881 members 
Mstep: Class 20 contains 231939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146298768.000000 Penalty: 56938.203125
Iteration 36Q: 17 clusters Score -1.462988e+08 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 26938 members 
Mstep: Class 3 contains 32259 members 
Mstep: Class 5 contains 84297 members 
Mstep: Class 7 contains 18550 members 
Mstep: Class 8 contains 16317 members 
Mstep: Class 9 contains 20158 members 
Mstep: Class 11 contains 623072 members 
Mstep: Class 12 contains 23089 members 
Mstep: Class 13 contains 24956 members 
Mstep: Class 14 contains 221236 members 
Mstep: Class 15 contains 26488 members 
Mstep: Class 17 contains 33715 members 
Mstep: Class 18 contains 129061 members 
Mstep: Class 19 contains 140796 members 
Mstep: Class 20 contains 233248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146300688.000000 Penalty: 56938.203125
Iteration 37Q: 17 clusters Score -1.463007e+08 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 26891 members 
Mstep: Class 3 contains 32696 members 
Mstep: Class 5 contains 83917 members 
Mstep: Class 7 contains 18596 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 20198 members 
Mstep: Class 11 contains 619059 members 
Mstep: Class 12 contains 23156 members 
Mstep: Class 13 contains 25347 members 
Mstep: Class 14 contains 223006 members 
Mstep: Class 15 contains 26107 members 
Mstep: Class 17 contains 33508 members 
Mstep: Class 18 contains 129972 members 
Mstep: Class 19 contains 140849 members 
Mstep: Class 20 contains 234273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146301984.000000 Penalty: 56938.203125
Iteration 38Q: 17 clusters Score -1.46302e+08 nChanged 6404
Entering ConstructFrom: 
Score: -146301984.000000 Penalty: 56938.203125
Entering ConstructFrom: 
Trying to split cluster 1 (51725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Entering Unmasked Estep 
Score: -4433448.000000 Penalty: 2691.716797
	Iteration 0F: 2 clusters Score -4433448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4398579.000000 Penalty: 5383.433594
	Iteration 0F: 3 clusters Score -4398579 nChanged 23886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4412381.000000 Penalty: 5383.433594
	Iteration 1F: 3 clusters Score -4412381 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4413372.500000 Penalty: 5383.433594
	Iteration 2Q: 3 clusters Score -4413372 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4414737.000000 Penalty: 5383.433594
	Iteration 3F: 3 clusters Score -4414737 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -4416451.000000 Penalty: 5383.433594
	Iteration 4F: 3 clusters Score -4416451 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4418739.500000 Penalty: 5383.433594
	Iteration 5F: 3 clusters Score -4418740 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4421945.500000 Penalty: 5383.433594
	Iteration 6F: 3 clusters Score -4421946 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4426034.000000 Penalty: 5383.433594
	Iteration 7F: 3 clusters Score -4426034 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4430498.000000 Penalty: 5383.433594
	Iteration 8F: 3 clusters Score -4430498 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4434430.500000 Penalty: 5383.433594
	Iteration 9F: 3 clusters Score -4434430 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4437117.500000 Penalty: 5383.433594
	Iteration 10F: 3 clusters Score -4437118 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4438385.500000 Penalty: 5383.433594
	Iteration 11Q: 3 clusters Score -4438386 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4438931.000000 Penalty: 5383.433594
	Iteration 12Q: 3 clusters Score -4438931 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4439122.500000 Penalty: 5383.433594
	Iteration 13Q: 3 clusters Score -4439122 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4439183.500000 Penalty: 5383.433594
	Iteration 14Q: 3 clusters Score -4439184 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4439230.000000 Penalty: 5383.433594
	Iteration 15Q: 3 clusters Score -4439230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -4439229.500000 Penalty: 5383.433594
	Iteration 16Q: 3 clusters Score -4439230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4439240.000000 Penalty: 5383.433594
	Iteration 17Q: 3 clusters Score -4439240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -4439241.000000 Penalty: 5383.433594
	Iteration 18Q: 3 clusters Score -4439241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4439237.500000 Penalty: 5383.433594
	Iteration 19Q: 3 clusters Score -4439238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4439237.000000 Penalty: 5383.433594
	Iteration 20F: 3 clusters Score -4439237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4439233.500000 Penalty: 5383.433594
	Iteration 21Q: 3 clusters Score -4439234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4439235.000000 Penalty: 5383.433594
	Iteration 22Q: 3 clusters Score -4439235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4439238.500000 Penalty: 5383.433594
	Iteration 23Q: 3 clusters Score -4439238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4439234.000000 Penalty: 5383.433594
	Iteration 24Q: 3 clusters Score -4439234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4439237.500000 Penalty: 5383.433594
	Iteration 25Q: 3 clusters Score -4439238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4439233.500000 Penalty: 5383.433594
	Iteration 26Q: 3 clusters Score -4439234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4439231.000000 Penalty: 5383.433594
	Iteration 27Q: 3 clusters Score -4439231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4439232.500000 Penalty: 5383.433594
	Iteration 28Q: 3 clusters Score -4439232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4439240.000000 Penalty: 5383.433594
	Iteration 29Q: 3 clusters Score -4439240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4439245.500000 Penalty: 5383.433594
	Iteration 30Q: 3 clusters Score -4439246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4439236.000000 Penalty: 5383.433594
	Iteration 31Q: 3 clusters Score -4439236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4439235.500000 Penalty: 5383.433594
	Iteration 32Q: 3 clusters Score -4439236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4439233.500000 Penalty: 5383.433594
	Iteration 33Q: 3 clusters Score -4439234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4439239.000000 Penalty: 5383.433594
	Iteration 34Q: 3 clusters Score -4439239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4439236.500000 Penalty: 5383.433594
	Iteration 35Q: 3 clusters Score -4439236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4439240.500000 Penalty: 5383.433594
	Iteration 36Q: 3 clusters Score -4439240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4439240.500000 Penalty: 5383.433594
	Iteration 37F: 3 clusters Score -4439240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 33065 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 83549 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 20230 members 
Mstep: Class 11 contains 615799 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Entering Unmasked Estep 
Score: -146308080.000000 Penalty: 60496.839844
Splitting cluster 1 changes total score from -146301984.000000 to -146308080.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (26826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Entering Unmasked Estep 
Score: -2424022.750000 Penalty: 2528.887451
	Iteration 0F: 2 clusters Score -2424023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2405633.250000 Penalty: 5057.774902
	Iteration 0F: 3 clusters Score -2405633 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2412038.250000 Penalty: 5057.774902
	Iteration 1F: 3 clusters Score -2412038 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2412485.750000 Penalty: 5057.774902
	Iteration 2F: 3 clusters Score -2412486 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2412871.250000 Penalty: 5057.774902
	Iteration 3Q: 3 clusters Score -2412871 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2413252.750000 Penalty: 5057.774902
	Iteration 4Q: 3 clusters Score -2413253 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2413647.000000 Penalty: 5057.774902
	Iteration 5Q: 3 clusters Score -2413647 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2414119.250000 Penalty: 5057.774902
	Iteration 6Q: 3 clusters Score -2414119 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2414634.000000 Penalty: 5057.774902
	Iteration 7Q: 3 clusters Score -2414634 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2415144.000000 Penalty: 5057.774902
	Iteration 8Q: 3 clusters Score -2415144 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2415614.000000 Penalty: 5057.774902
	Iteration 9Q: 3 clusters Score -2415614 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2416100.250000 Penalty: 5057.774902
	Iteration 10Q: 3 clusters Score -2416100 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2416614.750000 Penalty: 5057.774902
	Iteration 11Q: 3 clusters Score -2416615 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2417159.250000 Penalty: 5057.774902
	Iteration 12Q: 3 clusters Score -2417159 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2417766.250000 Penalty: 5057.774902
	Iteration 13Q: 3 clusters Score -2417766 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2418320.750000 Penalty: 5057.774902
	Iteration 14Q: 3 clusters Score -2418321 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2418838.750000 Penalty: 5057.774902
	Iteration 15Q: 3 clusters Score -2418839 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2419308.500000 Penalty: 5057.774902
	Iteration 16Q: 3 clusters Score -2419308 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2419693.000000 Penalty: 5057.774902
	Iteration 17Q: 3 clusters Score -2419693 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2419973.750000 Penalty: 5057.774902
	Iteration 18Q: 3 clusters Score -2419974 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2420201.750000 Penalty: 5057.774902
	Iteration 19Q: 3 clusters Score -2420202 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2420391.250000 Penalty: 5057.774902
	Iteration 20F: 3 clusters Score -2420391 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2420550.000000 Penalty: 5057.774902
	Iteration 21Q: 3 clusters Score -2420550 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2420666.750000 Penalty: 5057.774902
	Iteration 22Q: 3 clusters Score -2420667 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2420779.000000 Penalty: 5057.774902
	Iteration 23Q: 3 clusters Score -2420779 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2420890.000000 Penalty: 5057.774902
	Iteration 24Q: 3 clusters Score -2420890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2420968.250000 Penalty: 5057.774902
	Iteration 25Q: 3 clusters Score -2420968 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2421047.500000 Penalty: 5057.774902
	Iteration 26Q: 3 clusters Score -2421048 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2421131.000000 Penalty: 5057.774902
	Iteration 27Q: 3 clusters Score -2421131 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2421199.250000 Penalty: 5057.774902
	Iteration 28Q: 3 clusters Score -2421199 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2421273.250000 Penalty: 5057.774902
	Iteration 29Q: 3 clusters Score -2421273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -2421336.750000 Penalty: 5057.774902
	Iteration 30Q: 3 clusters Score -2421337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2421402.000000 Penalty: 5057.774902
	Iteration 31Q: 3 clusters Score -2421402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2421456.750000 Penalty: 5057.774902
	Iteration 32Q: 3 clusters Score -2421457 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -2421492.250000 Penalty: 5057.774902
	Iteration 33Q: 3 clusters Score -2421492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2421531.500000 Penalty: 5057.774902
	Iteration 34Q: 3 clusters Score -2421532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2421567.000000 Penalty: 5057.774902
	Iteration 35Q: 3 clusters Score -2421567 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2421600.750000 Penalty: 5057.774902
	Iteration 36Q: 3 clusters Score -2421601 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2421649.750000 Penalty: 5057.774902
	Iteration 37Q: 3 clusters Score -2421650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2421681.750000 Penalty: 5057.774902
	Iteration 38Q: 3 clusters Score -2421682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2421716.250000 Penalty: 5057.774902
	Iteration 39Q: 3 clusters Score -2421716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2421740.750000 Penalty: 5057.774902
	Iteration 40F: 3 clusters Score -2421741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2421762.500000 Penalty: 5057.774902
	Iteration 41Q: 3 clusters Score -2421762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2421779.750000 Penalty: 5057.774902
	Iteration 42Q: 3 clusters Score -2421780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2421809.500000 Penalty: 5057.774902
	Iteration 43Q: 3 clusters Score -2421810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2421829.500000 Penalty: 5057.774902
	Iteration 44Q: 3 clusters Score -2421830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2421838.500000 Penalty: 5057.774902
	Iteration 45Q: 3 clusters Score -2421838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2421846.750000 Penalty: 5057.774902
	Iteration 46Q: 3 clusters Score -2421847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2421866.250000 Penalty: 5057.774902
	Iteration 47Q: 3 clusters Score -2421866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2421876.250000 Penalty: 5057.774902
	Iteration 48Q: 3 clusters Score -2421876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -2421887.500000 Penalty: 5057.774902
	Iteration 49Q: 3 clusters Score -2421888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2421900.750000 Penalty: 5057.774902
	Iteration 50Q: 3 clusters Score -2421901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2421905.500000 Penalty: 5057.774902
	Iteration 51Q: 3 clusters Score -2421906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -2421910.250000 Penalty: 5057.774902
	Iteration 52Q: 3 clusters Score -2421910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2421918.750000 Penalty: 5057.774902
	Iteration 53Q: 3 clusters Score -2421919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -2421917.500000 Penalty: 5057.774902
	Iteration 54Q: 3 clusters Score -2421918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2421925.250000 Penalty: 5057.774902
	Iteration 55Q: 3 clusters Score -2421925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2421926.250000 Penalty: 5057.774902
	Iteration 56Q: 3 clusters Score -2421926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2421930.250000 Penalty: 5057.774902
	Iteration 57Q: 3 clusters Score -2421930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2421928.000000 Penalty: 5057.774902
	Iteration 58Q: 3 clusters Score -2421928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2421934.250000 Penalty: 5057.774902
	Iteration 59Q: 3 clusters Score -2421934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -2421938.750000 Penalty: 5057.774902
	Iteration 60F: 3 clusters Score -2421939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2421936.750000 Penalty: 5057.774902
	Iteration 61Q: 3 clusters Score -2421937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2421936.000000 Penalty: 5057.774902
	Iteration 62Q: 3 clusters Score -2421936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2421937.000000 Penalty: 5057.774902
	Iteration 63Q: 3 clusters Score -2421937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2421937.000000 Penalty: 5057.774902
	Iteration 64F: 3 clusters Score -2421937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Entering Unmasked Estep 
Score: -2783608.750000 Penalty: 2580.745361
	Iteration 0F: 2 clusters Score -2783609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2761281.250000 Penalty: 5161.490723
	Iteration 0F: 3 clusters Score -2761281 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2769593.250000 Penalty: 5161.490723
	Iteration 1F: 3 clusters Score -2769593 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2770968.250000 Penalty: 5161.490723
	Iteration 2F: 3 clusters Score -2770968 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2772852.250000 Penalty: 5161.490723
	Iteration 3F: 3 clusters Score -2772852 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2774948.500000 Penalty: 5161.490723
	Iteration 4F: 3 clusters Score -2774948 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2777147.750000 Penalty: 5161.490723
	Iteration 5F: 3 clusters Score -2777148 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2779162.250000 Penalty: 5161.490723
	Iteration 6F: 3 clusters Score -2779162 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2780669.000000 Penalty: 5161.490723
	Iteration 7F: 3 clusters Score -2780669 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2781635.750000 Penalty: 5161.490723
	Iteration 8Q: 3 clusters Score -2781636 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2782275.250000 Penalty: 5161.490723
	Iteration 9Q: 3 clusters Score -2782275 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2782732.750000 Penalty: 5161.490723
	Iteration 10Q: 3 clusters Score -2782733 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2783130.500000 Penalty: 5161.490723
	Iteration 11Q: 3 clusters Score -2783130 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2783433.000000 Penalty: 5161.490723
	Iteration 12Q: 3 clusters Score -2783433 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2783731.750000 Penalty: 5161.490723
	Iteration 13Q: 3 clusters Score -2783732 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2783981.250000 Penalty: 5161.490723
	Iteration 14Q: 3 clusters Score -2783981 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2784191.000000 Penalty: 5161.490723
	Iteration 15Q: 3 clusters Score -2784191 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2784360.500000 Penalty: 5161.490723
	Iteration 16Q: 3 clusters Score -2784360 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2784467.250000 Penalty: 5161.490723
	Iteration 17Q: 3 clusters Score -2784467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2784527.000000 Penalty: 5161.490723
	Iteration 18Q: 3 clusters Score -2784527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2784561.000000 Penalty: 5161.490723
	Iteration 19Q: 3 clusters Score -2784561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2784580.500000 Penalty: 5161.490723
	Iteration 20F: 3 clusters Score -2784580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2784601.500000 Penalty: 5161.490723
	Iteration 21Q: 3 clusters Score -2784602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2784620.250000 Penalty: 5161.490723
	Iteration 22Q: 3 clusters Score -2784620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2784637.000000 Penalty: 5161.490723
	Iteration 23Q: 3 clusters Score -2784637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2784662.500000 Penalty: 5161.490723
	Iteration 24Q: 3 clusters Score -2784662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2784666.500000 Penalty: 5161.490723
	Iteration 25Q: 3 clusters Score -2784666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2784671.000000 Penalty: 5161.490723
	Iteration 26Q: 3 clusters Score -2784671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2784676.500000 Penalty: 5161.490723
	Iteration 27Q: 3 clusters Score -2784676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2784684.000000 Penalty: 5161.490723
	Iteration 28Q: 3 clusters Score -2784684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2784697.500000 Penalty: 5161.490723
	Iteration 29Q: 3 clusters Score -2784698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2784699.000000 Penalty: 5161.490723
	Iteration 30Q: 3 clusters Score -2784699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2784705.250000 Penalty: 5161.490723
	Iteration 31Q: 3 clusters Score -2784705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2784706.250000 Penalty: 5161.490723
	Iteration 32Q: 3 clusters Score -2784706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2784708.750000 Penalty: 5161.490723
	Iteration 33Q: 3 clusters Score -2784709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2784712.000000 Penalty: 5161.490723
	Iteration 34Q: 3 clusters Score -2784712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2784712.500000 Penalty: 5161.490723
	Iteration 35Q: 3 clusters Score -2784712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2784716.000000 Penalty: 5161.490723
	Iteration 36Q: 3 clusters Score -2784716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2784710.750000 Penalty: 5161.490723
	Iteration 37Q: 3 clusters Score -2784711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2784715.000000 Penalty: 5161.490723
	Iteration 38Q: 3 clusters Score -2784715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2784722.250000 Penalty: 5161.490723
	Iteration 39Q: 3 clusters Score -2784722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2784722.500000 Penalty: 5161.490723
	Iteration 40F: 3 clusters Score -2784722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2784721.250000 Penalty: 5161.490723
	Iteration 41Q: 3 clusters Score -2784721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2784721.250000 Penalty: 5161.490723
	Iteration 42F: 3 clusters Score -2784721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 83549 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 20230 members 
Mstep: Class 11 contains 615799 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Entering Unmasked Estep 
Score: -146308768.000000 Penalty: 64055.476562
Splitting cluster 3 changes total score from -146301984.000000 to -146308768.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (83549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Entering Unmasked Estep 
Score: -7440660.000000 Penalty: 2810.630859
	Iteration 0F: 2 clusters Score -7440660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -7384745.500000 Penalty: 5621.261719
	Iteration 0F: 3 clusters Score -7384746 nChanged 39250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7407908.500000 Penalty: 5621.261719
	Iteration 1F: 3 clusters Score -7407908 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -7409790.500000 Penalty: 5621.261719
	Iteration 2Q: 3 clusters Score -7409790 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7412145.500000 Penalty: 5621.261719
	Iteration 3F: 3 clusters Score -7412146 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7414516.000000 Penalty: 5621.261719
	Iteration 4F: 3 clusters Score -7414516 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7417067.500000 Penalty: 5621.261719
	Iteration 5F: 3 clusters Score -7417068 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -7419725.000000 Penalty: 5621.261719
	Iteration 6F: 3 clusters Score -7419725 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -7422578.500000 Penalty: 5621.261719
	Iteration 7F: 3 clusters Score -7422578 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -7425540.500000 Penalty: 5621.261719
	Iteration 8F: 3 clusters Score -7425540 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -7428577.000000 Penalty: 5621.261719
	Iteration 9F: 3 clusters Score -7428577 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -7431799.000000 Penalty: 5621.261719
	Iteration 10F: 3 clusters Score -7431799 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -7435101.500000 Penalty: 5621.261719
	Iteration 11Q: 3 clusters Score -7435102 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -7438116.500000 Penalty: 5621.261719
	Iteration 12Q: 3 clusters Score -7438116 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -7439842.000000 Penalty: 5621.261719
	Iteration 13Q: 3 clusters Score -7439842 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -7440684.500000 Penalty: 5621.261719
	Iteration 14Q: 3 clusters Score -7440684 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -7441162.500000 Penalty: 5621.261719
	Iteration 15Q: 3 clusters Score -7441162 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -7441443.500000 Penalty: 5621.261719
	Iteration 16Q: 3 clusters Score -7441444 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -7441654.500000 Penalty: 5621.261719
	Iteration 17Q: 3 clusters Score -7441654 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -7441857.000000 Penalty: 5621.261719
	Iteration 18Q: 3 clusters Score -7441857 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -7442054.500000 Penalty: 5621.261719
	Iteration 19Q: 3 clusters Score -7442054 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -7442187.000000 Penalty: 5621.261719
	Iteration 20F: 3 clusters Score -7442187 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -7442304.000000 Penalty: 5621.261719
	Iteration 21Q: 3 clusters Score -7442304 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -7442396.500000 Penalty: 5621.261719
	Iteration 22Q: 3 clusters Score -7442396 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -7442464.500000 Penalty: 5621.261719
	Iteration 23Q: 3 clusters Score -7442464 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -7442563.000000 Penalty: 5621.261719
	Iteration 24Q: 3 clusters Score -7442563 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -7442650.000000 Penalty: 5621.261719
	Iteration 25Q: 3 clusters Score -7442650 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -7442777.000000 Penalty: 5621.261719
	Iteration 26Q: 3 clusters Score -7442777 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -7442898.000000 Penalty: 5621.261719
	Iteration 27Q: 3 clusters Score -7442898 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -7443036.000000 Penalty: 5621.261719
	Iteration 28Q: 3 clusters Score -7443036 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -7443210.000000 Penalty: 5621.261719
	Iteration 29Q: 3 clusters Score -7443210 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -7443413.500000 Penalty: 5621.261719
	Iteration 30Q: 3 clusters Score -7443414 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -7443581.500000 Penalty: 5621.261719
	Iteration 31Q: 3 clusters Score -7443582 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -7443701.000000 Penalty: 5621.261719
	Iteration 32Q: 3 clusters Score -7443701 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -7443737.500000 Penalty: 5621.261719
	Iteration 33Q: 3 clusters Score -7443738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -7443754.500000 Penalty: 5621.261719
	Iteration 34Q: 3 clusters Score -7443754 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -7443776.000000 Penalty: 5621.261719
	Iteration 35Q: 3 clusters Score -7443776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -7443771.500000 Penalty: 5621.261719
	Iteration 36Q: 3 clusters Score -7443772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -7443790.500000 Penalty: 5621.261719
	Iteration 37Q: 3 clusters Score -7443790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -7443798.000000 Penalty: 5621.261719
	Iteration 38Q: 3 clusters Score -7443798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -7443791.000000 Penalty: 5621.261719
	Iteration 39Q: 3 clusters Score -7443791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -7443799.000000 Penalty: 5621.261719
	Iteration 40F: 3 clusters Score -7443799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -7443791.500000 Penalty: 5621.261719
	Iteration 41Q: 3 clusters Score -7443792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -7443780.500000 Penalty: 5621.261719
	Iteration 42Q: 3 clusters Score -7443780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -7443795.000000 Penalty: 5621.261719
	Iteration 43Q: 3 clusters Score -7443795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -7443783.500000 Penalty: 5621.261719
	Iteration 44Q: 3 clusters Score -7443784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -7443783.500000 Penalty: 5621.261719
	Iteration 45F: 3 clusters Score -7443784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 20230 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 615799 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Entering Unmasked Estep 
Score: -146312576.000000 Penalty: 67614.117188
Splitting cluster 5 changes total score from -146301984.000000 to -146312576.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (18619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Entering Unmasked Estep 
Score: -1420325.125000 Penalty: 2438.320557
	Iteration 0F: 2 clusters Score -1420325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1407498.500000 Penalty: 4876.641113
	Iteration 0F: 3 clusters Score -1407498 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1415984.875000 Penalty: 4876.641113
	Iteration 1F: 3 clusters Score -1415985 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1420610.875000 Penalty: 4876.641113
	Iteration 2F: 3 clusters Score -1420611 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1422411.250000 Penalty: 4876.641113
	Iteration 3F: 3 clusters Score -1422411 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1422936.625000 Penalty: 4876.641113
	Iteration 4F: 3 clusters Score -1422937 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1423142.250000 Penalty: 4876.641113
	Iteration 5Q: 3 clusters Score -1423142 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1423245.625000 Penalty: 4876.641113
	Iteration 6Q: 3 clusters Score -1423246 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1423321.625000 Penalty: 4876.641113
	Iteration 7Q: 3 clusters Score -1423322 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1423390.000000 Penalty: 4876.641113
	Iteration 8Q: 3 clusters Score -1423390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1423439.750000 Penalty: 4876.641113
	Iteration 9Q: 3 clusters Score -1423440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1423488.250000 Penalty: 4876.641113
	Iteration 10Q: 3 clusters Score -1423488 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1423533.875000 Penalty: 4876.641113
	Iteration 11Q: 3 clusters Score -1423534 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1423582.375000 Penalty: 4876.641113
	Iteration 12Q: 3 clusters Score -1423582 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1423618.000000 Penalty: 4876.641113
	Iteration 13Q: 3 clusters Score -1423618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1423660.750000 Penalty: 4876.641113
	Iteration 14Q: 3 clusters Score -1423661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1423696.000000 Penalty: 4876.641113
	Iteration 15Q: 3 clusters Score -1423696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1423736.250000 Penalty: 4876.641113
	Iteration 16Q: 3 clusters Score -1423736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1423765.750000 Penalty: 4876.641113
	Iteration 17Q: 3 clusters Score -1423766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1423789.875000 Penalty: 4876.641113
	Iteration 18Q: 3 clusters Score -1423790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1423825.625000 Penalty: 4876.641113
	Iteration 19Q: 3 clusters Score -1423826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1423850.000000 Penalty: 4876.641113
	Iteration 20F: 3 clusters Score -1423850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1423866.375000 Penalty: 4876.641113
	Iteration 21Q: 3 clusters Score -1423866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1423878.000000 Penalty: 4876.641113
	Iteration 22Q: 3 clusters Score -1423878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1423893.750000 Penalty: 4876.641113
	Iteration 23Q: 3 clusters Score -1423894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1423897.625000 Penalty: 4876.641113
	Iteration 24Q: 3 clusters Score -1423898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1423912.625000 Penalty: 4876.641113
	Iteration 25Q: 3 clusters Score -1423913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1423920.125000 Penalty: 4876.641113
	Iteration 26Q: 3 clusters Score -1423920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1423929.750000 Penalty: 4876.641113
	Iteration 27Q: 3 clusters Score -1423930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1423930.375000 Penalty: 4876.641113
	Iteration 28Q: 3 clusters Score -1423930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1423933.125000 Penalty: 4876.641113
	Iteration 29Q: 3 clusters Score -1423933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1423937.250000 Penalty: 4876.641113
	Iteration 30Q: 3 clusters Score -1423937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1423940.000000 Penalty: 4876.641113
	Iteration 31Q: 3 clusters Score -1423940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1423946.125000 Penalty: 4876.641113
	Iteration 32Q: 3 clusters Score -1423946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1423948.875000 Penalty: 4876.641113
	Iteration 33Q: 3 clusters Score -1423949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1423947.500000 Penalty: 4876.641113
	Iteration 34Q: 3 clusters Score -1423948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1423950.625000 Penalty: 4876.641113
	Iteration 35Q: 3 clusters Score -1423951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1423951.250000 Penalty: 4876.641113
	Iteration 36Q: 3 clusters Score -1423951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1423951.750000 Penalty: 4876.641113
	Iteration 37Q: 3 clusters Score -1423952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1423954.125000 Penalty: 4876.641113
	Iteration 38Q: 3 clusters Score -1423954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1423954.500000 Penalty: 4876.641113
	Iteration 39Q: 3 clusters Score -1423954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1423953.750000 Penalty: 4876.641113
	Iteration 40F: 3 clusters Score -1423954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1423953.000000 Penalty: 4876.641113
	Iteration 41Q: 3 clusters Score -1423953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1423953.250000 Penalty: 4876.641113
	Iteration 42Q: 3 clusters Score -1423953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1423953.250000 Penalty: 4876.641113
	Iteration 43F: 3 clusters Score -1423953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 20230 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 615799 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Entering Unmasked Estep 
Score: -146315536.000000 Penalty: 71172.750000
Splitting cluster 7 changes total score from -146301984.000000 to -146315536.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (16246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Entering Unmasked Estep 
Score: -1461414.250000 Penalty: 2404.509277
	Iteration 0F: 2 clusters Score -1461414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1449738.625000 Penalty: 4809.018555
	Iteration 0F: 3 clusters Score -1449739 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1453394.750000 Penalty: 4809.018555
	Iteration 1F: 3 clusters Score -1453395 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1453729.750000 Penalty: 4809.018555
	Iteration 2F: 3 clusters Score -1453730 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1454011.625000 Penalty: 4809.018555
	Iteration 3Q: 3 clusters Score -1454012 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1454292.000000 Penalty: 4809.018555
	Iteration 4Q: 3 clusters Score -1454292 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1454519.875000 Penalty: 4809.018555
	Iteration 5Q: 3 clusters Score -1454520 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1454738.625000 Penalty: 4809.018555
	Iteration 6Q: 3 clusters Score -1454739 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1454901.250000 Penalty: 4809.018555
	Iteration 7Q: 3 clusters Score -1454901 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1455042.875000 Penalty: 4809.018555
	Iteration 8Q: 3 clusters Score -1455043 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1455171.250000 Penalty: 4809.018555
	Iteration 9Q: 3 clusters Score -1455171 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1455311.625000 Penalty: 4809.018555
	Iteration 10Q: 3 clusters Score -1455312 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1455452.125000 Penalty: 4809.018555
	Iteration 11Q: 3 clusters Score -1455452 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1455590.375000 Penalty: 4809.018555
	Iteration 12Q: 3 clusters Score -1455590 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1455756.000000 Penalty: 4809.018555
	Iteration 13Q: 3 clusters Score -1455756 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1455949.125000 Penalty: 4809.018555
	Iteration 14Q: 3 clusters Score -1455949 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1456169.000000 Penalty: 4809.018555
	Iteration 15Q: 3 clusters Score -1456169 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1456423.500000 Penalty: 4809.018555
	Iteration 16Q: 3 clusters Score -1456424 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1456732.375000 Penalty: 4809.018555
	Iteration 17Q: 3 clusters Score -1456732 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1457064.125000 Penalty: 4809.018555
	Iteration 18Q: 3 clusters Score -1457064 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1457462.500000 Penalty: 4809.018555
	Iteration 19Q: 3 clusters Score -1457462 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1457863.125000 Penalty: 4809.018555
	Iteration 20F: 3 clusters Score -1457863 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1458191.375000 Penalty: 4809.018555
	Iteration 21Q: 3 clusters Score -1458191 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1458455.125000 Penalty: 4809.018555
	Iteration 22Q: 3 clusters Score -1458455 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1458664.125000 Penalty: 4809.018555
	Iteration 23Q: 3 clusters Score -1458664 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1458830.250000 Penalty: 4809.018555
	Iteration 24Q: 3 clusters Score -1458830 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1458939.875000 Penalty: 4809.018555
	Iteration 25Q: 3 clusters Score -1458940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1459031.625000 Penalty: 4809.018555
	Iteration 26Q: 3 clusters Score -1459032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1459092.125000 Penalty: 4809.018555
	Iteration 27Q: 3 clusters Score -1459092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1459146.000000 Penalty: 4809.018555
	Iteration 28Q: 3 clusters Score -1459146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1459182.125000 Penalty: 4809.018555
	Iteration 29Q: 3 clusters Score -1459182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1459205.875000 Penalty: 4809.018555
	Iteration 30Q: 3 clusters Score -1459206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1459224.250000 Penalty: 4809.018555
	Iteration 31Q: 3 clusters Score -1459224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1459240.500000 Penalty: 4809.018555
	Iteration 32Q: 3 clusters Score -1459240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1459260.250000 Penalty: 4809.018555
	Iteration 33Q: 3 clusters Score -1459260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1459275.000000 Penalty: 4809.018555
	Iteration 34Q: 3 clusters Score -1459275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1459287.625000 Penalty: 4809.018555
	Iteration 35Q: 3 clusters Score -1459288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1459294.000000 Penalty: 4809.018555
	Iteration 36Q: 3 clusters Score -1459294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1459297.000000 Penalty: 4809.018555
	Iteration 37Q: 3 clusters Score -1459297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1459306.500000 Penalty: 4809.018555
	Iteration 38Q: 3 clusters Score -1459306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1459308.375000 Penalty: 4809.018555
	Iteration 39Q: 3 clusters Score -1459308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1459311.500000 Penalty: 4809.018555
	Iteration 40F: 3 clusters Score -1459312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1459313.000000 Penalty: 4809.018555
	Iteration 41Q: 3 clusters Score -1459313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1459313.625000 Penalty: 4809.018555
	Iteration 42Q: 3 clusters Score -1459314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1459315.625000 Penalty: 4809.018555
	Iteration 43Q: 3 clusters Score -1459316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1459317.000000 Penalty: 4809.018555
	Iteration 44Q: 3 clusters Score -1459317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1459316.250000 Penalty: 4809.018555
	Iteration 45Q: 3 clusters Score -1459316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1459316.875000 Penalty: 4809.018555
	Iteration 46Q: 3 clusters Score -1459317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1459322.000000 Penalty: 4809.018555
	Iteration 47Q: 3 clusters Score -1459322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1459323.875000 Penalty: 4809.018555
	Iteration 48Q: 3 clusters Score -1459324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1459321.000000 Penalty: 4809.018555
	Iteration 49Q: 3 clusters Score -1459321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1459326.250000 Penalty: 4809.018555
	Iteration 50Q: 3 clusters Score -1459326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1459326.750000 Penalty: 4809.018555
	Iteration 51Q: 3 clusters Score -1459327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1459326.500000 Penalty: 4809.018555
	Iteration 52Q: 3 clusters Score -1459326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1459330.000000 Penalty: 4809.018555
	Iteration 53Q: 3 clusters Score -1459330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1459332.500000 Penalty: 4809.018555
	Iteration 54Q: 3 clusters Score -1459332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1459332.750000 Penalty: 4809.018555
	Iteration 55Q: 3 clusters Score -1459333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1459332.750000 Penalty: 4809.018555
	Iteration 56F: 3 clusters Score -1459333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Entering Unmasked Estep 
Score: -1656184.500000 Penalty: 2458.900635
	Iteration 0F: 2 clusters Score -1656184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1641990.000000 Penalty: 4917.801270
	Iteration 0F: 3 clusters Score -1641990 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1647381.625000 Penalty: 4917.801270
	Iteration 1F: 3 clusters Score -1647382 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1649193.750000 Penalty: 4917.801270
	Iteration 2F: 3 clusters Score -1649194 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1651417.875000 Penalty: 4917.801270
	Iteration 3F: 3 clusters Score -1651418 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1653405.125000 Penalty: 4917.801270
	Iteration 4F: 3 clusters Score -1653405 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1655494.625000 Penalty: 4917.801270
	Iteration 5F: 3 clusters Score -1655495 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1657803.625000 Penalty: 4917.801270
	Iteration 6F: 3 clusters Score -1657804 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1659451.625000 Penalty: 4917.801270
	Iteration 7F: 3 clusters Score -1659452 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1660782.625000 Penalty: 4917.801270
	Iteration 8F: 3 clusters Score -1660783 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1661988.750000 Penalty: 4917.801270
	Iteration 9Q: 3 clusters Score -1661989 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1662980.500000 Penalty: 4917.801270
	Iteration 10Q: 3 clusters Score -1662980 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1663514.875000 Penalty: 4917.801270
	Iteration 11Q: 3 clusters Score -1663515 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1663718.375000 Penalty: 4917.801270
	Iteration 12Q: 3 clusters Score -1663718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1663805.500000 Penalty: 4917.801270
	Iteration 13Q: 3 clusters Score -1663806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1663837.625000 Penalty: 4917.801270
	Iteration 14Q: 3 clusters Score -1663838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1663853.250000 Penalty: 4917.801270
	Iteration 15Q: 3 clusters Score -1663853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1663871.250000 Penalty: 4917.801270
	Iteration 16Q: 3 clusters Score -1663871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1663894.375000 Penalty: 4917.801270
	Iteration 17Q: 3 clusters Score -1663894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1663909.750000 Penalty: 4917.801270
	Iteration 18Q: 3 clusters Score -1663910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1663927.125000 Penalty: 4917.801270
	Iteration 19Q: 3 clusters Score -1663927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1664000.625000 Penalty: 4917.801270
	Iteration 20F: 3 clusters Score -1664001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1664075.250000 Penalty: 4917.801270
	Iteration 21Q: 3 clusters Score -1664075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1664185.250000 Penalty: 4917.801270
	Iteration 22Q: 3 clusters Score -1664185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1664329.250000 Penalty: 4917.801270
	Iteration 23Q: 3 clusters Score -1664329 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1664471.125000 Penalty: 4917.801270
	Iteration 24Q: 3 clusters Score -1664471 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1664590.625000 Penalty: 4917.801270
	Iteration 25Q: 3 clusters Score -1664591 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1664654.125000 Penalty: 4917.801270
	Iteration 26Q: 3 clusters Score -1664654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1664674.500000 Penalty: 4917.801270
	Iteration 27Q: 3 clusters Score -1664674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1664676.375000 Penalty: 4917.801270
	Iteration 28Q: 3 clusters Score -1664676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1664680.000000 Penalty: 4917.801270
	Iteration 29Q: 3 clusters Score -1664680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1664687.750000 Penalty: 4917.801270
	Iteration 30Q: 3 clusters Score -1664688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1664687.750000 Penalty: 4917.801270
	Iteration 31Q: 3 clusters Score -1664688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1664686.875000 Penalty: 4917.801270
	Iteration 32Q: 3 clusters Score -1664687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1664686.875000 Penalty: 4917.801270
	Iteration 33F: 3 clusters Score -1664687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 615799 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Mstep: Class 21 contains 15390 members 
Entering Unmasked Estep 
Score: -146322944.000000 Penalty: 74731.390625
Splitting cluster 9 changes total score from -146301984.000000 to -146322944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (615799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615799 members 
Entering Unmasked Estep 
Score: -53882052.000000 Penalty: 3306.007568
	Iteration 0F: 2 clusters Score -5.388205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307964 members 
Mstep: Class 2 contains 307835 members 
Entering Unmasked Estep 
Score: -53503624.000000 Penalty: 6612.015137
	Iteration 0F: 3 clusters Score -5.350362e+07 nChanged 301353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309143 members 
Mstep: Class 2 contains 306656 members 
Entering Unmasked Estep 
Score: -53684800.000000 Penalty: 6612.015137
	Iteration 1F: 3 clusters Score -5.36848e+07 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310054 members 
Mstep: Class 2 contains 305745 members 
Entering Unmasked Estep 
Score: -53688520.000000 Penalty: 6612.015137
	Iteration 2Q: 3 clusters Score -5.368852e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311587 members 
Mstep: Class 2 contains 304212 members 
Entering Unmasked Estep 
Score: -53695336.000000 Penalty: 6612.015137
	Iteration 3Q: 3 clusters Score -5.369534e+07 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314118 members 
Mstep: Class 2 contains 301681 members 
Entering Unmasked Estep 
Score: -53706416.000000 Penalty: 6612.015137
	Iteration 4Q: 3 clusters Score -5.370642e+07 nChanged 31654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318432 members 
Mstep: Class 2 contains 297367 members 
Entering Unmasked Estep 
Score: -53725208.000000 Penalty: 6612.015137
	Iteration 5F: 3 clusters Score -5.372521e+07 nChanged 38492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325756 members 
Mstep: Class 2 contains 290043 members 
Entering Unmasked Estep 
Score: -53751056.000000 Penalty: 6612.015137
	Iteration 6F: 3 clusters Score -5.375106e+07 nChanged 41443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335197 members 
Mstep: Class 2 contains 280602 members 
Entering Unmasked Estep 
Score: -53776496.000000 Penalty: 6612.015137
	Iteration 7F: 3 clusters Score -5.37765e+07 nChanged 38710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343953 members 
Mstep: Class 2 contains 271846 members 
Entering Unmasked Estep 
Score: -53797240.000000 Penalty: 6612.015137
	Iteration 8F: 3 clusters Score -5.379724e+07 nChanged 32677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350164 members 
Mstep: Class 2 contains 265635 members 
Entering Unmasked Estep 
Score: -53814368.000000 Penalty: 6612.015137
	Iteration 9F: 3 clusters Score -5.381437e+07 nChanged 27297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352697 members 
Mstep: Class 2 contains 263102 members 
Entering Unmasked Estep 
Score: -53826852.000000 Penalty: 6612.015137
	Iteration 10Q: 3 clusters Score -5.382685e+07 nChanged 23290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352335 members 
Mstep: Class 2 contains 263464 members 
Entering Unmasked Estep 
Score: -53838372.000000 Penalty: 6612.015137
	Iteration 11Q: 3 clusters Score -5.383837e+07 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350834 members 
Mstep: Class 2 contains 264965 members 
Entering Unmasked Estep 
Score: -53847768.000000 Penalty: 6612.015137
	Iteration 12Q: 3 clusters Score -5.384777e+07 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349522 members 
Mstep: Class 2 contains 266277 members 
Entering Unmasked Estep 
Score: -53856108.000000 Penalty: 6612.015137
	Iteration 13Q: 3 clusters Score -5.385611e+07 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349174 members 
Mstep: Class 2 contains 266625 members 
Entering Unmasked Estep 
Score: -53860776.000000 Penalty: 6612.015137
	Iteration 14Q: 3 clusters Score -5.386078e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349948 members 
Mstep: Class 2 contains 265851 members 
Entering Unmasked Estep 
Score: -53863836.000000 Penalty: 6612.015137
	Iteration 15Q: 3 clusters Score -5.386384e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351415 members 
Mstep: Class 2 contains 264384 members 
Entering Unmasked Estep 
Score: -53865656.000000 Penalty: 6612.015137
	Iteration 16Q: 3 clusters Score -5.386566e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353332 members 
Mstep: Class 2 contains 262467 members 
Entering Unmasked Estep 
Score: -53866668.000000 Penalty: 6612.015137
	Iteration 17Q: 3 clusters Score -5.386667e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355556 members 
Mstep: Class 2 contains 260243 members 
Entering Unmasked Estep 
Score: -53867292.000000 Penalty: 6612.015137
	Iteration 18Q: 3 clusters Score -5.386729e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357946 members 
Mstep: Class 2 contains 257853 members 
Entering Unmasked Estep 
Score: -53867584.000000 Penalty: 6612.015137
	Iteration 19Q: 3 clusters Score -5.386758e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360498 members 
Mstep: Class 2 contains 255301 members 
Entering Unmasked Estep 
Score: -53867968.000000 Penalty: 6612.015137
	Iteration 20F: 3 clusters Score -5.386797e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363298 members 
Mstep: Class 2 contains 252501 members 
Entering Unmasked Estep 
Score: -53868336.000000 Penalty: 6612.015137
	Iteration 21Q: 3 clusters Score -5.386834e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366286 members 
Mstep: Class 2 contains 249513 members 
Entering Unmasked Estep 
Score: -53868868.000000 Penalty: 6612.015137
	Iteration 22Q: 3 clusters Score -5.386887e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369425 members 
Mstep: Class 2 contains 246374 members 
Entering Unmasked Estep 
Score: -53869360.000000 Penalty: 6612.015137
	Iteration 23Q: 3 clusters Score -5.386936e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372658 members 
Mstep: Class 2 contains 243141 members 
Entering Unmasked Estep 
Score: -53869352.000000 Penalty: 6612.015137
	Iteration 24Q: 3 clusters Score -5.386935e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376055 members 
Mstep: Class 2 contains 239744 members 
Entering Unmasked Estep 
Score: -53869956.000000 Penalty: 6612.015137
	Iteration 25Q: 3 clusters Score -5.386996e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379602 members 
Mstep: Class 2 contains 236197 members 
Entering Unmasked Estep 
Score: -53870036.000000 Penalty: 6612.015137
	Iteration 26Q: 3 clusters Score -5.387004e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383172 members 
Mstep: Class 2 contains 232627 members 
Entering Unmasked Estep 
Score: -53869860.000000 Penalty: 6612.015137
	Iteration 27Q: 3 clusters Score -5.386986e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386719 members 
Mstep: Class 2 contains 229080 members 
Entering Unmasked Estep 
Score: -53870360.000000 Penalty: 6612.015137
	Iteration 28Q: 3 clusters Score -5.387036e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390273 members 
Mstep: Class 2 contains 225526 members 
Entering Unmasked Estep 
Score: -53870428.000000 Penalty: 6612.015137
	Iteration 29Q: 3 clusters Score -5.387043e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393811 members 
Mstep: Class 2 contains 221988 members 
Entering Unmasked Estep 
Score: -53870860.000000 Penalty: 6612.015137
	Iteration 30Q: 3 clusters Score -5.387086e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397449 members 
Mstep: Class 2 contains 218350 members 
Entering Unmasked Estep 
Score: -53871112.000000 Penalty: 6612.015137
	Iteration 31Q: 3 clusters Score -5.387111e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401138 members 
Mstep: Class 2 contains 214661 members 
Entering Unmasked Estep 
Score: -53871560.000000 Penalty: 6612.015137
	Iteration 32Q: 3 clusters Score -5.387156e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404872 members 
Mstep: Class 2 contains 210927 members 
Entering Unmasked Estep 
Score: -53871832.000000 Penalty: 6612.015137
	Iteration 33Q: 3 clusters Score -5.387183e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408550 members 
Mstep: Class 2 contains 207249 members 
Entering Unmasked Estep 
Score: -53872160.000000 Penalty: 6612.015137
	Iteration 34Q: 3 clusters Score -5.387216e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412216 members 
Mstep: Class 2 contains 203583 members 
Entering Unmasked Estep 
Score: -53872264.000000 Penalty: 6612.015137
	Iteration 35Q: 3 clusters Score -5.387226e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415899 members 
Mstep: Class 2 contains 199900 members 
Entering Unmasked Estep 
Score: -53872544.000000 Penalty: 6612.015137
	Iteration 36Q: 3 clusters Score -5.387254e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419594 members 
Mstep: Class 2 contains 196205 members 
Entering Unmasked Estep 
Score: -53872544.000000 Penalty: 6612.015137
	Iteration 37Q: 3 clusters Score -5.387254e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423225 members 
Mstep: Class 2 contains 192574 members 
Entering Unmasked Estep 
Score: -53872776.000000 Penalty: 6612.015137
	Iteration 38Q: 3 clusters Score -5.387278e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426814 members 
Mstep: Class 2 contains 188985 members 
Entering Unmasked Estep 
Score: -53872580.000000 Penalty: 6612.015137
	Iteration 39Q: 3 clusters Score -5.387258e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430517 members 
Mstep: Class 2 contains 185282 members 
Entering Unmasked Estep 
Score: -53872980.000000 Penalty: 6612.015137
	Iteration 40F: 3 clusters Score -5.387298e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434251 members 
Mstep: Class 2 contains 181548 members 
Entering Unmasked Estep 
Score: -53873200.000000 Penalty: 6612.015137
	Iteration 41Q: 3 clusters Score -5.38732e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437856 members 
Mstep: Class 2 contains 177943 members 
Entering Unmasked Estep 
Score: -53873424.000000 Penalty: 6612.015137
	Iteration 42Q: 3 clusters Score -5.387342e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441375 members 
Mstep: Class 2 contains 174424 members 
Entering Unmasked Estep 
Score: -53873736.000000 Penalty: 6612.015137
	Iteration 43Q: 3 clusters Score -5.387374e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444954 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -53873904.000000 Penalty: 6612.015137
	Iteration 44Q: 3 clusters Score -5.38739e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448542 members 
Mstep: Class 2 contains 167257 members 
Entering Unmasked Estep 
Score: -53874136.000000 Penalty: 6612.015137
	Iteration 45Q: 3 clusters Score -5.387414e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452193 members 
Mstep: Class 2 contains 163606 members 
Entering Unmasked Estep 
Score: -53874496.000000 Penalty: 6612.015137
	Iteration 46Q: 3 clusters Score -5.38745e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455901 members 
Mstep: Class 2 contains 159898 members 
Entering Unmasked Estep 
Score: -53874788.000000 Penalty: 6612.015137
	Iteration 47Q: 3 clusters Score -5.387479e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459507 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -53875184.000000 Penalty: 6612.015137
	Iteration 48Q: 3 clusters Score -5.387518e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462996 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -53875372.000000 Penalty: 6612.015137
	Iteration 49Q: 3 clusters Score -5.387537e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466435 members 
Mstep: Class 2 contains 149364 members 
Entering Unmasked Estep 
Score: -53875836.000000 Penalty: 6612.015137
	Iteration 50Q: 3 clusters Score -5.387584e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469758 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -53876132.000000 Penalty: 6612.015137
	Iteration 51Q: 3 clusters Score -5.387613e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473064 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -53876528.000000 Penalty: 6612.015137
	Iteration 52Q: 3 clusters Score -5.387653e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476408 members 
Mstep: Class 2 contains 139391 members 
Entering Unmasked Estep 
Score: -53877012.000000 Penalty: 6612.015137
	Iteration 53Q: 3 clusters Score -5.387701e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479509 members 
Mstep: Class 2 contains 136290 members 
Entering Unmasked Estep 
Score: -53877688.000000 Penalty: 6612.015137
	Iteration 54Q: 3 clusters Score -5.387769e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482577 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -53877716.000000 Penalty: 6612.015137
	Iteration 55Q: 3 clusters Score -5.387772e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485582 members 
Mstep: Class 2 contains 130217 members 
Entering Unmasked Estep 
Score: -53877784.000000 Penalty: 6612.015137
	Iteration 56Q: 3 clusters Score -5.387778e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488463 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -53877964.000000 Penalty: 6612.015137
	Iteration 57Q: 3 clusters Score -5.387796e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491322 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -53878416.000000 Penalty: 6612.015137
	Iteration 58Q: 3 clusters Score -5.387842e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494085 members 
Mstep: Class 2 contains 121714 members 
Entering Unmasked Estep 
Score: -53878748.000000 Penalty: 6612.015137
	Iteration 59Q: 3 clusters Score -5.387875e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496821 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -53879228.000000 Penalty: 6612.015137
	Iteration 60F: 3 clusters Score -5.387923e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499501 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -53879436.000000 Penalty: 6612.015137
	Iteration 61Q: 3 clusters Score -5.387944e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502188 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -53879580.000000 Penalty: 6612.015137
	Iteration 62Q: 3 clusters Score -5.387958e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504831 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -53879928.000000 Penalty: 6612.015137
	Iteration 63Q: 3 clusters Score -5.387993e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507404 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -53879968.000000 Penalty: 6612.015137
	Iteration 64Q: 3 clusters Score -5.387997e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509860 members 
Mstep: Class 2 contains 105939 members 
Entering Unmasked Estep 
Score: -53880064.000000 Penalty: 6612.015137
	Iteration 65Q: 3 clusters Score -5.388006e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512281 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -53880272.000000 Penalty: 6612.015137
	Iteration 66Q: 3 clusters Score -5.388027e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514579 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -53880408.000000 Penalty: 6612.015137
	Iteration 67Q: 3 clusters Score -5.388041e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516754 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -53880612.000000 Penalty: 6612.015137
	Iteration 68Q: 3 clusters Score -5.388061e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518899 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -53880884.000000 Penalty: 6612.015137
	Iteration 69Q: 3 clusters Score -5.388088e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520973 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -53880920.000000 Penalty: 6612.015137
	Iteration 70Q: 3 clusters Score -5.388092e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522897 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -53881104.000000 Penalty: 6612.015137
	Iteration 71Q: 3 clusters Score -5.38811e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524795 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -53881456.000000 Penalty: 6612.015137
	Iteration 72Q: 3 clusters Score -5.388146e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526577 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -53881760.000000 Penalty: 6612.015137
	Iteration 73Q: 3 clusters Score -5.388176e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528355 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -53881852.000000 Penalty: 6612.015137
	Iteration 74Q: 3 clusters Score -5.388185e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530008 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -53881872.000000 Penalty: 6612.015137
	Iteration 75Q: 3 clusters Score -5.388187e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531564 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -53881916.000000 Penalty: 6612.015137
	Iteration 76Q: 3 clusters Score -5.388192e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533061 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -53881948.000000 Penalty: 6612.015137
	Iteration 77Q: 3 clusters Score -5.388195e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534554 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -53882096.000000 Penalty: 6612.015137
	Iteration 78Q: 3 clusters Score -5.38821e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535989 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -53882260.000000 Penalty: 6612.015137
	Iteration 79Q: 3 clusters Score -5.388226e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537325 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -53882420.000000 Penalty: 6612.015137
	Iteration 80F: 3 clusters Score -5.388242e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538568 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -53882588.000000 Penalty: 6612.015137
	Iteration 81Q: 3 clusters Score -5.388259e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539737 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -53882628.000000 Penalty: 6612.015137
	Iteration 82Q: 3 clusters Score -5.388263e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540845 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -53882624.000000 Penalty: 6612.015137
	Iteration 83Q: 3 clusters Score -5.388262e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541956 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -53882728.000000 Penalty: 6612.015137
	Iteration 84Q: 3 clusters Score -5.388273e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543098 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -53882728.000000 Penalty: 6612.015137
	Iteration 85Q: 3 clusters Score -5.388273e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544252 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -53882900.000000 Penalty: 6612.015137
	Iteration 86Q: 3 clusters Score -5.38829e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545326 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -53882936.000000 Penalty: 6612.015137
	Iteration 87Q: 3 clusters Score -5.388294e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546349 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -53883184.000000 Penalty: 6612.015137
	Iteration 88Q: 3 clusters Score -5.388318e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547341 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -53883304.000000 Penalty: 6612.015137
	Iteration 89Q: 3 clusters Score -5.38833e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548296 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -53883316.000000 Penalty: 6612.015137
	Iteration 90Q: 3 clusters Score -5.388332e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549223 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -53883340.000000 Penalty: 6612.015137
	Iteration 91Q: 3 clusters Score -5.388334e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550112 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -53883504.000000 Penalty: 6612.015137
	Iteration 92Q: 3 clusters Score -5.38835e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550933 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -53883632.000000 Penalty: 6612.015137
	Iteration 93Q: 3 clusters Score -5.388363e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551692 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -53883676.000000 Penalty: 6612.015137
	Iteration 94Q: 3 clusters Score -5.388368e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552385 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -53883768.000000 Penalty: 6612.015137
	Iteration 95Q: 3 clusters Score -5.388377e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553087 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -53883836.000000 Penalty: 6612.015137
	Iteration 96Q: 3 clusters Score -5.388384e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553786 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -53883860.000000 Penalty: 6612.015137
	Iteration 97Q: 3 clusters Score -5.388386e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554482 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -53883956.000000 Penalty: 6612.015137
	Iteration 98Q: 3 clusters Score -5.388396e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555154 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -53883956.000000 Penalty: 6612.015137
	Iteration 99Q: 3 clusters Score -5.388396e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555827 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -53883956.000000 Penalty: 6612.015137
	Iteration 100F: 3 clusters Score -5.388396e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556463 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -53883976.000000 Penalty: 6612.015137
	Iteration 101Q: 3 clusters Score -5.388398e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557089 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -53883892.000000 Penalty: 6612.015137
	Iteration 102Q: 3 clusters Score -5.388389e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557727 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -53883904.000000 Penalty: 6612.015137
	Iteration 103Q: 3 clusters Score -5.38839e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558320 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -53883908.000000 Penalty: 6612.015137
	Iteration 104Q: 3 clusters Score -5.388391e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558904 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -53883856.000000 Penalty: 6612.015137
	Iteration 105Q: 3 clusters Score -5.388386e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559444 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -53884032.000000 Penalty: 6612.015137
	Iteration 106Q: 3 clusters Score -5.388403e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559949 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -53883992.000000 Penalty: 6612.015137
	Iteration 107Q: 3 clusters Score -5.388399e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560401 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -53884036.000000 Penalty: 6612.015137
	Iteration 108Q: 3 clusters Score -5.388404e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560860 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -53884092.000000 Penalty: 6612.015137
	Iteration 109Q: 3 clusters Score -5.388409e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561312 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -53884076.000000 Penalty: 6612.015137
	Iteration 110Q: 3 clusters Score -5.388408e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561746 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -53884088.000000 Penalty: 6612.015137
	Iteration 111Q: 3 clusters Score -5.388409e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562212 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -53884096.000000 Penalty: 6612.015137
	Iteration 112Q: 3 clusters Score -5.38841e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562633 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -53884084.000000 Penalty: 6612.015137
	Iteration 113Q: 3 clusters Score -5.388408e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563064 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -53884008.000000 Penalty: 6612.015137
	Iteration 114Q: 3 clusters Score -5.388401e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563487 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -53883916.000000 Penalty: 6612.015137
	Iteration 115Q: 3 clusters Score -5.388392e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563878 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -53883976.000000 Penalty: 6612.015137
	Iteration 116Q: 3 clusters Score -5.388398e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564245 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -53883884.000000 Penalty: 6612.015137
	Iteration 117Q: 3 clusters Score -5.388388e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564641 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -53883976.000000 Penalty: 6612.015137
	Iteration 118Q: 3 clusters Score -5.388398e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565079 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -53883892.000000 Penalty: 6612.015137
	Iteration 119Q: 3 clusters Score -5.388389e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565494 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -53883956.000000 Penalty: 6612.015137
	Iteration 120F: 3 clusters Score -5.388396e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565876 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -53883944.000000 Penalty: 6612.015137
	Iteration 121Q: 3 clusters Score -5.388394e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566260 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -53884108.000000 Penalty: 6612.015137
	Iteration 122Q: 3 clusters Score -5.388411e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566646 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -53884188.000000 Penalty: 6612.015137
	Iteration 123Q: 3 clusters Score -5.388419e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567033 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -53884196.000000 Penalty: 6612.015137
	Iteration 124Q: 3 clusters Score -5.38842e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567430 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -53884252.000000 Penalty: 6612.015137
	Iteration 125Q: 3 clusters Score -5.388425e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567807 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -53884212.000000 Penalty: 6612.015137
	Iteration 126Q: 3 clusters Score -5.388421e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568153 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -53884164.000000 Penalty: 6612.015137
	Iteration 127Q: 3 clusters Score -5.388416e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568501 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -53884204.000000 Penalty: 6612.015137
	Iteration 128Q: 3 clusters Score -5.38842e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568837 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -53884308.000000 Penalty: 6612.015137
	Iteration 129Q: 3 clusters Score -5.388431e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569184 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -53884412.000000 Penalty: 6612.015137
	Iteration 130Q: 3 clusters Score -5.388441e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569528 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -53884340.000000 Penalty: 6612.015137
	Iteration 131Q: 3 clusters Score -5.388434e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569879 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -53884568.000000 Penalty: 6612.015137
	Iteration 132Q: 3 clusters Score -5.388457e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570270 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -53884564.000000 Penalty: 6612.015137
	Iteration 133Q: 3 clusters Score -5.388456e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570668 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -53884632.000000 Penalty: 6612.015137
	Iteration 134Q: 3 clusters Score -5.388463e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571089 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -53884728.000000 Penalty: 6612.015137
	Iteration 135Q: 3 clusters Score -5.388473e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571537 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -53884748.000000 Penalty: 6612.015137
	Iteration 136Q: 3 clusters Score -5.388475e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572005 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -53884744.000000 Penalty: 6612.015137
	Iteration 137Q: 3 clusters Score -5.388474e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572473 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -53884820.000000 Penalty: 6612.015137
	Iteration 138Q: 3 clusters Score -5.388482e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572973 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -53884868.000000 Penalty: 6612.015137
	Iteration 139Q: 3 clusters Score -5.388487e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573453 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -53884996.000000 Penalty: 6612.015137
	Iteration 140F: 3 clusters Score -5.3885e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573964 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -53884912.000000 Penalty: 6612.015137
	Iteration 141Q: 3 clusters Score -5.388491e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574468 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -53884952.000000 Penalty: 6612.015137
	Iteration 142Q: 3 clusters Score -5.388495e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575001 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -53884936.000000 Penalty: 6612.015137
	Iteration 143Q: 3 clusters Score -5.388494e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575516 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -53884868.000000 Penalty: 6612.015137
	Iteration 144Q: 3 clusters Score -5.388487e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576026 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -53884908.000000 Penalty: 6612.015137
	Iteration 145Q: 3 clusters Score -5.388491e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576535 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -53884984.000000 Penalty: 6612.015137
	Iteration 146Q: 3 clusters Score -5.388498e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577046 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -53884952.000000 Penalty: 6612.015137
	Iteration 147Q: 3 clusters Score -5.388495e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577528 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -53885072.000000 Penalty: 6612.015137
	Iteration 148Q: 3 clusters Score -5.388507e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577978 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -53885172.000000 Penalty: 6612.015137
	Iteration 149Q: 3 clusters Score -5.388517e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578430 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -53885104.000000 Penalty: 6612.015137
	Iteration 150Q: 3 clusters Score -5.38851e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578876 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -53885148.000000 Penalty: 6612.015137
	Iteration 151Q: 3 clusters Score -5.388515e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579310 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -53885140.000000 Penalty: 6612.015137
	Iteration 152Q: 3 clusters Score -5.388514e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579735 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -53885184.000000 Penalty: 6612.015137
	Iteration 153Q: 3 clusters Score -5.388518e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580120 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -53885184.000000 Penalty: 6612.015137
	Iteration 154Q: 3 clusters Score -5.388518e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580499 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -53885244.000000 Penalty: 6612.015137
	Iteration 155Q: 3 clusters Score -5.388524e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580856 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -53885236.000000 Penalty: 6612.015137
	Iteration 156Q: 3 clusters Score -5.388524e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581195 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -53885176.000000 Penalty: 6612.015137
	Iteration 157Q: 3 clusters Score -5.388518e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581510 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -53885208.000000 Penalty: 6612.015137
	Iteration 158Q: 3 clusters Score -5.388521e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581790 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -53885204.000000 Penalty: 6612.015137
	Iteration 159Q: 3 clusters Score -5.38852e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582053 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -53885124.000000 Penalty: 6612.015137
	Iteration 160F: 3 clusters Score -5.388512e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582315 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -53885216.000000 Penalty: 6612.015137
	Iteration 161Q: 3 clusters Score -5.388522e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582543 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -53885220.000000 Penalty: 6612.015137
	Iteration 162Q: 3 clusters Score -5.388522e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582753 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -53885260.000000 Penalty: 6612.015137
	Iteration 163Q: 3 clusters Score -5.388526e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582959 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -53885340.000000 Penalty: 6612.015137
	Iteration 164Q: 3 clusters Score -5.388534e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583165 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -53885412.000000 Penalty: 6612.015137
	Iteration 165Q: 3 clusters Score -5.388541e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583349 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -53885360.000000 Penalty: 6612.015137
	Iteration 166Q: 3 clusters Score -5.388536e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583546 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -53885364.000000 Penalty: 6612.015137
	Iteration 167Q: 3 clusters Score -5.388536e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583740 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -53885448.000000 Penalty: 6612.015137
	Iteration 168Q: 3 clusters Score -5.388545e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583908 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -53885460.000000 Penalty: 6612.015137
	Iteration 169Q: 3 clusters Score -5.388546e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584079 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -53885520.000000 Penalty: 6612.015137
	Iteration 170Q: 3 clusters Score -5.388552e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584255 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -53885488.000000 Penalty: 6612.015137
	Iteration 171Q: 3 clusters Score -5.388549e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584436 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -53885548.000000 Penalty: 6612.015137
	Iteration 172Q: 3 clusters Score -5.388555e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584610 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -53885500.000000 Penalty: 6612.015137
	Iteration 173Q: 3 clusters Score -5.38855e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584769 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -53885544.000000 Penalty: 6612.015137
	Iteration 174Q: 3 clusters Score -5.388554e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584906 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -53885512.000000 Penalty: 6612.015137
	Iteration 175Q: 3 clusters Score -5.388551e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585012 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -53885552.000000 Penalty: 6612.015137
	Iteration 176Q: 3 clusters Score -5.388555e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585114 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -53885488.000000 Penalty: 6612.015137
	Iteration 177Q: 3 clusters Score -5.388549e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585194 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -53885472.000000 Penalty: 6612.015137
	Iteration 178Q: 3 clusters Score -5.388547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585276 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -53885520.000000 Penalty: 6612.015137
	Iteration 179Q: 3 clusters Score -5.388552e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585371 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -53885456.000000 Penalty: 6612.015137
	Iteration 180F: 3 clusters Score -5.388546e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585451 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -53885500.000000 Penalty: 6612.015137
	Iteration 181Q: 3 clusters Score -5.38855e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585550 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -53885548.000000 Penalty: 6612.015137
	Iteration 182Q: 3 clusters Score -5.388555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585626 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -53885512.000000 Penalty: 6612.015137
	Iteration 183Q: 3 clusters Score -5.388551e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585689 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -53885512.000000 Penalty: 6612.015137
	Iteration 184Q: 3 clusters Score -5.388551e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585752 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -53885528.000000 Penalty: 6612.015137
	Iteration 185Q: 3 clusters Score -5.388553e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585814 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -53885492.000000 Penalty: 6612.015137
	Iteration 186Q: 3 clusters Score -5.388549e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585871 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -53885516.000000 Penalty: 6612.015137
	Iteration 187Q: 3 clusters Score -5.388552e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585933 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -53885556.000000 Penalty: 6612.015137
	Iteration 188Q: 3 clusters Score -5.388556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585988 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -53885644.000000 Penalty: 6612.015137
	Iteration 189Q: 3 clusters Score -5.388564e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586040 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -53885676.000000 Penalty: 6612.015137
	Iteration 190Q: 3 clusters Score -5.388568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586084 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -53885668.000000 Penalty: 6612.015137
	Iteration 191Q: 3 clusters Score -5.388567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586111 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -53885672.000000 Penalty: 6612.015137
	Iteration 192Q: 3 clusters Score -5.388567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586140 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -53885672.000000 Penalty: 6612.015137
	Iteration 193Q: 3 clusters Score -5.388567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586164 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -53885684.000000 Penalty: 6612.015137
	Iteration 194Q: 3 clusters Score -5.388568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586187 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -53885736.000000 Penalty: 6612.015137
	Iteration 195Q: 3 clusters Score -5.388574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586215 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -53885672.000000 Penalty: 6612.015137
	Iteration 196Q: 3 clusters Score -5.388567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586233 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -53885688.000000 Penalty: 6612.015137
	Iteration 197Q: 3 clusters Score -5.388569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586253 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -53885676.000000 Penalty: 6612.015137
	Iteration 198Q: 3 clusters Score -5.388568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586270 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -53885692.000000 Penalty: 6612.015137
	Iteration 199Q: 3 clusters Score -5.388569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586289 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -53885700.000000 Penalty: 6612.015137
	Iteration 200F: 3 clusters Score -5.38857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586310 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -53885704.000000 Penalty: 6612.015137
	Iteration 201Q: 3 clusters Score -5.38857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586326 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -53885748.000000 Penalty: 6612.015137
	Iteration 202Q: 3 clusters Score -5.388575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586334 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -53885736.000000 Penalty: 6612.015137
	Iteration 203Q: 3 clusters Score -5.388574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586346 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -53885740.000000 Penalty: 6612.015137
	Iteration 204Q: 3 clusters Score -5.388574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586357 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -53885720.000000 Penalty: 6612.015137
	Iteration 205Q: 3 clusters Score -5.388572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586375 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -53885712.000000 Penalty: 6612.015137
	Iteration 206Q: 3 clusters Score -5.388571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586401 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -53885660.000000 Penalty: 6612.015137
	Iteration 207Q: 3 clusters Score -5.388566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586411 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -53885660.000000 Penalty: 6612.015137
	Iteration 208Q: 3 clusters Score -5.388566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586423 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -53885644.000000 Penalty: 6612.015137
	Iteration 209Q: 3 clusters Score -5.388564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586432 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -53885664.000000 Penalty: 6612.015137
	Iteration 210Q: 3 clusters Score -5.388566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586447 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -53885684.000000 Penalty: 6612.015137
	Iteration 211Q: 3 clusters Score -5.388568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586461 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -53885704.000000 Penalty: 6612.015137
	Iteration 212Q: 3 clusters Score -5.38857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586483 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -53885720.000000 Penalty: 6612.015137
	Iteration 213Q: 3 clusters Score -5.388572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586499 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -53885696.000000 Penalty: 6612.015137
	Iteration 214Q: 3 clusters Score -5.38857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586514 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -53885700.000000 Penalty: 6612.015137
	Iteration 215Q: 3 clusters Score -5.38857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586531 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -53885672.000000 Penalty: 6612.015137
	Iteration 216Q: 3 clusters Score -5.388567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586545 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -53885664.000000 Penalty: 6612.015137
	Iteration 217Q: 3 clusters Score -5.388566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586557 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -53885680.000000 Penalty: 6612.015137
	Iteration 218Q: 3 clusters Score -5.388568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586576 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -53885664.000000 Penalty: 6612.015137
	Iteration 219Q: 3 clusters Score -5.388566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586591 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -53885676.000000 Penalty: 6612.015137
	Iteration 220F: 3 clusters Score -5.388568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586602 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -53885712.000000 Penalty: 6612.015137
	Iteration 221Q: 3 clusters Score -5.388571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586619 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -53885672.000000 Penalty: 6612.015137
	Iteration 222Q: 3 clusters Score -5.388567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586635 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -53885676.000000 Penalty: 6612.015137
	Iteration 223Q: 3 clusters Score -5.388568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586648 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -53885668.000000 Penalty: 6612.015137
	Iteration 224Q: 3 clusters Score -5.388567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586663 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -53885648.000000 Penalty: 6612.015137
	Iteration 225Q: 3 clusters Score -5.388565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586676 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -53885644.000000 Penalty: 6612.015137
	Iteration 226Q: 3 clusters Score -5.388564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586691 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -53885640.000000 Penalty: 6612.015137
	Iteration 227Q: 3 clusters Score -5.388564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586699 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -53885620.000000 Penalty: 6612.015137
	Iteration 228Q: 3 clusters Score -5.388562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586710 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -53885648.000000 Penalty: 6612.015137
	Iteration 229Q: 3 clusters Score -5.388565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586716 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -53885628.000000 Penalty: 6612.015137
	Iteration 230Q: 3 clusters Score -5.388563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586722 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -53885648.000000 Penalty: 6612.015137
	Iteration 231Q: 3 clusters Score -5.388565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586725 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -53885656.000000 Penalty: 6612.015137
	Iteration 232Q: 3 clusters Score -5.388566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586730 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -53885628.000000 Penalty: 6612.015137
	Iteration 233Q: 3 clusters Score -5.388563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586734 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -53885612.000000 Penalty: 6612.015137
	Iteration 234Q: 3 clusters Score -5.388561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586741 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -53885600.000000 Penalty: 6612.015137
	Iteration 235Q: 3 clusters Score -5.38856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586749 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -53885612.000000 Penalty: 6612.015137
	Iteration 236Q: 3 clusters Score -5.388561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586760 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -53885600.000000 Penalty: 6612.015137
	Iteration 237Q: 3 clusters Score -5.38856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586769 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -53885600.000000 Penalty: 6612.015137
	Iteration 238Q: 3 clusters Score -5.38856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586776 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -53885620.000000 Penalty: 6612.015137
	Iteration 239Q: 3 clusters Score -5.388562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586780 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -53885580.000000 Penalty: 6612.015137
	Iteration 240F: 3 clusters Score -5.388558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586783 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -53885580.000000 Penalty: 6612.015137
	Iteration 241Q: 3 clusters Score -5.388558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586786 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -53885600.000000 Penalty: 6612.015137
	Iteration 242Q: 3 clusters Score -5.38856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586792 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -53885576.000000 Penalty: 6612.015137
	Iteration 243Q: 3 clusters Score -5.388558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586794 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -53885564.000000 Penalty: 6612.015137
	Iteration 244Q: 3 clusters Score -5.388556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586796 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -53885572.000000 Penalty: 6612.015137
	Iteration 245Q: 3 clusters Score -5.388557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586802 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -53885560.000000 Penalty: 6612.015137
	Iteration 246Q: 3 clusters Score -5.388556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586809 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -53885560.000000 Penalty: 6612.015137
	Iteration 247Q: 3 clusters Score -5.388556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586815 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -53885552.000000 Penalty: 6612.015137
	Iteration 248Q: 3 clusters Score -5.388555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586820 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -53885544.000000 Penalty: 6612.015137
	Iteration 249Q: 3 clusters Score -5.388554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586824 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -53885580.000000 Penalty: 6612.015137
	Iteration 250Q: 3 clusters Score -5.388558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586827 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -53885556.000000 Penalty: 6612.015137
	Iteration 251Q: 3 clusters Score -5.388556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586829 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -53885580.000000 Penalty: 6612.015137
	Iteration 252Q: 3 clusters Score -5.388558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586830 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -53885564.000000 Penalty: 6612.015137
	Iteration 253Q: 3 clusters Score -5.388556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586831 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -53885556.000000 Penalty: 6612.015137
	Iteration 254Q: 3 clusters Score -5.388556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586834 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -53885580.000000 Penalty: 6612.015137
	Iteration 255Q: 3 clusters Score -5.388558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586838 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -53885580.000000 Penalty: 6612.015137
	Iteration 256Q: 3 clusters Score -5.388558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586839 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -53885572.000000 Penalty: 6612.015137
	Iteration 257Q: 3 clusters Score -5.388557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586840 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -53885592.000000 Penalty: 6612.015137
	Iteration 258Q: 3 clusters Score -5.388559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586840 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -53885592.000000 Penalty: 6612.015137
	Iteration 259F: 3 clusters Score -5.388559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 586840 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Mstep: Class 21 contains 15390 members 
Mstep: Class 22 contains 28959 members 
Entering Unmasked Estep 
Score: -146328752.000000 Penalty: 78290.031250
Splitting cluster 11 changes total score from -146301984.000000 to -146328752.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (23229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Entering Unmasked Estep 
Score: -2042221.625000 Penalty: 2493.182861
	Iteration 0F: 2 clusters Score -2042222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2026161.125000 Penalty: 4986.365723
	Iteration 0F: 3 clusters Score -2026161 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2032200.875000 Penalty: 4986.365723
	Iteration 1F: 3 clusters Score -2032201 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2033149.625000 Penalty: 4986.365723
	Iteration 2F: 3 clusters Score -2033150 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2034243.500000 Penalty: 4986.365723
	Iteration 3F: 3 clusters Score -2034244 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2035706.125000 Penalty: 4986.365723
	Iteration 4F: 3 clusters Score -2035706 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2037574.375000 Penalty: 4986.365723
	Iteration 5F: 3 clusters Score -2037574 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2039503.125000 Penalty: 4986.365723
	Iteration 6F: 3 clusters Score -2039503 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2040885.250000 Penalty: 4986.365723
	Iteration 7F: 3 clusters Score -2040885 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2041553.375000 Penalty: 4986.365723
	Iteration 8Q: 3 clusters Score -2041553 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2041863.625000 Penalty: 4986.365723
	Iteration 9Q: 3 clusters Score -2041864 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2042068.500000 Penalty: 4986.365723
	Iteration 10Q: 3 clusters Score -2042068 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2042214.625000 Penalty: 4986.365723
	Iteration 11Q: 3 clusters Score -2042215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2042323.250000 Penalty: 4986.365723
	Iteration 12Q: 3 clusters Score -2042323 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2042401.750000 Penalty: 4986.365723
	Iteration 13Q: 3 clusters Score -2042402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2042454.875000 Penalty: 4986.365723
	Iteration 14Q: 3 clusters Score -2042455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2042488.125000 Penalty: 4986.365723
	Iteration 15Q: 3 clusters Score -2042488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2042496.875000 Penalty: 4986.365723
	Iteration 16Q: 3 clusters Score -2042497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2042509.250000 Penalty: 4986.365723
	Iteration 17Q: 3 clusters Score -2042509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2042513.250000 Penalty: 4986.365723
	Iteration 18Q: 3 clusters Score -2042513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2042521.125000 Penalty: 4986.365723
	Iteration 19Q: 3 clusters Score -2042521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2042526.625000 Penalty: 4986.365723
	Iteration 20F: 3 clusters Score -2042527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2042531.875000 Penalty: 4986.365723
	Iteration 21Q: 3 clusters Score -2042532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2042529.000000 Penalty: 4986.365723
	Iteration 22Q: 3 clusters Score -2042529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2042526.875000 Penalty: 4986.365723
	Iteration 23Q: 3 clusters Score -2042527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2042524.875000 Penalty: 4986.365723
	Iteration 24Q: 3 clusters Score -2042525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2042525.250000 Penalty: 4986.365723
	Iteration 25Q: 3 clusters Score -2042525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2042530.875000 Penalty: 4986.365723
	Iteration 26Q: 3 clusters Score -2042531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2042527.500000 Penalty: 4986.365723
	Iteration 27Q: 3 clusters Score -2042528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2042526.625000 Penalty: 4986.365723
	Iteration 28Q: 3 clusters Score -2042527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2042527.750000 Penalty: 4986.365723
	Iteration 29Q: 3 clusters Score -2042528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2042526.625000 Penalty: 4986.365723
	Iteration 30Q: 3 clusters Score -2042527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2042526.625000 Penalty: 4986.365723
	Iteration 31F: 3 clusters Score -2042527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 586840 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 224485 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Mstep: Class 21 contains 15390 members 
Mstep: Class 22 contains 28959 members 
Mstep: Class 23 contains 12099 members 
Entering Unmasked Estep 
Score: -146327552.000000 Penalty: 81848.664062
Splitting cluster 12 changes total score from -146301984.000000 to -146327552.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (25736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Entering Unmasked Estep 
Score: -2179091.250000 Penalty: 2518.600342
	Iteration 0F: 2 clusters Score -2179091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2161365.500000 Penalty: 5037.200684
	Iteration 0F: 3 clusters Score -2161366 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2168104.500000 Penalty: 5037.200684
	Iteration 1F: 3 clusters Score -2168104 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2169455.500000 Penalty: 5037.200684
	Iteration 2F: 3 clusters Score -2169456 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2171186.500000 Penalty: 5037.200684
	Iteration 3F: 3 clusters Score -2171186 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2173191.750000 Penalty: 5037.200684
	Iteration 4F: 3 clusters Score -2173192 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2175033.500000 Penalty: 5037.200684
	Iteration 5F: 3 clusters Score -2175034 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2176321.000000 Penalty: 5037.200684
	Iteration 6F: 3 clusters Score -2176321 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2177169.000000 Penalty: 5037.200684
	Iteration 7Q: 3 clusters Score -2177169 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2177727.750000 Penalty: 5037.200684
	Iteration 8Q: 3 clusters Score -2177728 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2178117.750000 Penalty: 5037.200684
	Iteration 9Q: 3 clusters Score -2178118 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2178374.250000 Penalty: 5037.200684
	Iteration 10Q: 3 clusters Score -2178374 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2178536.500000 Penalty: 5037.200684
	Iteration 11Q: 3 clusters Score -2178536 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2178607.250000 Penalty: 5037.200684
	Iteration 12Q: 3 clusters Score -2178607 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2178655.000000 Penalty: 5037.200684
	Iteration 13Q: 3 clusters Score -2178655 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2178680.500000 Penalty: 5037.200684
	Iteration 14Q: 3 clusters Score -2178680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2178682.500000 Penalty: 5037.200684
	Iteration 15Q: 3 clusters Score -2178682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2178694.500000 Penalty: 5037.200684
	Iteration 16Q: 3 clusters Score -2178694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2178701.250000 Penalty: 5037.200684
	Iteration 17Q: 3 clusters Score -2178701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2178700.750000 Penalty: 5037.200684
	Iteration 18Q: 3 clusters Score -2178701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2178707.000000 Penalty: 5037.200684
	Iteration 19Q: 3 clusters Score -2178707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2178713.500000 Penalty: 5037.200684
	Iteration 20F: 3 clusters Score -2178714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2178711.750000 Penalty: 5037.200684
	Iteration 21Q: 3 clusters Score -2178712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2178708.000000 Penalty: 5037.200684
	Iteration 22Q: 3 clusters Score -2178708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2178707.750000 Penalty: 5037.200684
	Iteration 23Q: 3 clusters Score -2178708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2178708.500000 Penalty: 5037.200684
	Iteration 24Q: 3 clusters Score -2178708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2178702.500000 Penalty: 5037.200684
	Iteration 25Q: 3 clusters Score -2178702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2178700.250000 Penalty: 5037.200684
	Iteration 26Q: 3 clusters Score -2178700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2178706.750000 Penalty: 5037.200684
	Iteration 27Q: 3 clusters Score -2178707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2178708.500000 Penalty: 5037.200684
	Iteration 28Q: 3 clusters Score -2178708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2178710.500000 Penalty: 5037.200684
	Iteration 29Q: 3 clusters Score -2178710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2178711.500000 Penalty: 5037.200684
	Iteration 30Q: 3 clusters Score -2178712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2178711.500000 Penalty: 5037.200684
	Iteration 31Q: 3 clusters Score -2178712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2178711.500000 Penalty: 5037.200684
	Iteration 32F: 3 clusters Score -2178712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (224485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224485 members 
Entering Unmasked Estep 
Score: -19888480.000000 Penalty: 3055.747803
	Iteration 0F: 2 clusters Score -1.988848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -19738226.000000 Penalty: 6111.495605
	Iteration 0F: 3 clusters Score -1.973823e+07 nChanged 108228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -19800972.000000 Penalty: 6111.495605
	Iteration 1F: 3 clusters Score -1.980097e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -19803504.000000 Penalty: 6111.495605
	Iteration 2Q: 3 clusters Score -1.98035e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -19807612.000000 Penalty: 6111.495605
	Iteration 3Q: 3 clusters Score -1.980761e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -19814910.000000 Penalty: 6111.495605
	Iteration 4F: 3 clusters Score -1.981491e+07 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -19826334.000000 Penalty: 6111.495605
	Iteration 5F: 3 clusters Score -1.982633e+07 nChanged 19150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 142877 members 
Entering Unmasked Estep 
Score: -19840850.000000 Penalty: 6111.495605
	Iteration 6F: 3 clusters Score -1.984085e+07 nChanged 18812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 155529 members 
Entering Unmasked Estep 
Score: -19854570.000000 Penalty: 6111.495605
	Iteration 7F: 3 clusters Score -1.985457e+07 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -19865810.000000 Penalty: 6111.495605
	Iteration 8F: 3 clusters Score -1.986581e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 176377 members 
Entering Unmasked Estep 
Score: -19873560.000000 Penalty: 6111.495605
	Iteration 9Q: 3 clusters Score -1.987356e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -19879644.000000 Penalty: 6111.495605
	Iteration 10Q: 3 clusters Score -1.987964e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 188623 members 
Entering Unmasked Estep 
Score: -19884076.000000 Penalty: 6111.495605
	Iteration 11Q: 3 clusters Score -1.988408e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 192393 members 
Entering Unmasked Estep 
Score: -19886852.000000 Penalty: 6111.495605
	Iteration 12Q: 3 clusters Score -1.988685e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 195311 members 
Entering Unmasked Estep 
Score: -19888596.000000 Penalty: 6111.495605
	Iteration 13Q: 3 clusters Score -1.98886e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 197636 members 
Entering Unmasked Estep 
Score: -19889712.000000 Penalty: 6111.495605
	Iteration 14Q: 3 clusters Score -1.988971e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 199620 members 
Entering Unmasked Estep 
Score: -19890396.000000 Penalty: 6111.495605
	Iteration 15Q: 3 clusters Score -1.98904e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 201269 members 
Entering Unmasked Estep 
Score: -19890988.000000 Penalty: 6111.495605
	Iteration 16Q: 3 clusters Score -1.989099e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 202691 members 
Entering Unmasked Estep 
Score: -19891324.000000 Penalty: 6111.495605
	Iteration 17Q: 3 clusters Score -1.989132e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 203883 members 
Entering Unmasked Estep 
Score: -19891712.000000 Penalty: 6111.495605
	Iteration 18Q: 3 clusters Score -1.989171e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 204901 members 
Entering Unmasked Estep 
Score: -19892048.000000 Penalty: 6111.495605
	Iteration 19Q: 3 clusters Score -1.989205e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -19892400.000000 Penalty: 6111.495605
	Iteration 20F: 3 clusters Score -1.98924e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 206602 members 
Entering Unmasked Estep 
Score: -19892640.000000 Penalty: 6111.495605
	Iteration 21Q: 3 clusters Score -1.989264e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 207274 members 
Entering Unmasked Estep 
Score: -19892950.000000 Penalty: 6111.495605
	Iteration 22Q: 3 clusters Score -1.989295e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 207890 members 
Entering Unmasked Estep 
Score: -19893150.000000 Penalty: 6111.495605
	Iteration 23Q: 3 clusters Score -1.989315e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 208410 members 
Entering Unmasked Estep 
Score: -19893374.000000 Penalty: 6111.495605
	Iteration 24Q: 3 clusters Score -1.989337e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 208860 members 
Entering Unmasked Estep 
Score: -19893482.000000 Penalty: 6111.495605
	Iteration 25Q: 3 clusters Score -1.989348e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 209251 members 
Entering Unmasked Estep 
Score: -19893514.000000 Penalty: 6111.495605
	Iteration 26Q: 3 clusters Score -1.989351e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 209579 members 
Entering Unmasked Estep 
Score: -19893696.000000 Penalty: 6111.495605
	Iteration 27Q: 3 clusters Score -1.98937e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 209856 members 
Entering Unmasked Estep 
Score: -19893784.000000 Penalty: 6111.495605
	Iteration 28Q: 3 clusters Score -1.989378e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 210056 members 
Entering Unmasked Estep 
Score: -19893820.000000 Penalty: 6111.495605
	Iteration 29Q: 3 clusters Score -1.989382e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 210230 members 
Entering Unmasked Estep 
Score: -19893858.000000 Penalty: 6111.495605
	Iteration 30Q: 3 clusters Score -1.989386e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 210382 members 
Entering Unmasked Estep 
Score: -19893894.000000 Penalty: 6111.495605
	Iteration 31Q: 3 clusters Score -1.989389e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 210502 members 
Entering Unmasked Estep 
Score: -19893934.000000 Penalty: 6111.495605
	Iteration 32Q: 3 clusters Score -1.989393e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 210623 members 
Entering Unmasked Estep 
Score: -19894014.000000 Penalty: 6111.495605
	Iteration 33Q: 3 clusters Score -1.989401e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 210707 members 
Entering Unmasked Estep 
Score: -19894020.000000 Penalty: 6111.495605
	Iteration 34Q: 3 clusters Score -1.989402e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 210766 members 
Entering Unmasked Estep 
Score: -19894006.000000 Penalty: 6111.495605
	Iteration 35Q: 3 clusters Score -1.989401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 210806 members 
Entering Unmasked Estep 
Score: -19893994.000000 Penalty: 6111.495605
	Iteration 36Q: 3 clusters Score -1.989399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 210832 members 
Entering Unmasked Estep 
Score: -19893990.000000 Penalty: 6111.495605
	Iteration 37Q: 3 clusters Score -1.989399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 210864 members 
Entering Unmasked Estep 
Score: -19894030.000000 Penalty: 6111.495605
	Iteration 38Q: 3 clusters Score -1.989403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 210891 members 
Entering Unmasked Estep 
Score: -19894042.000000 Penalty: 6111.495605
	Iteration 39Q: 3 clusters Score -1.989404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 210914 members 
Entering Unmasked Estep 
Score: -19894026.000000 Penalty: 6111.495605
	Iteration 40F: 3 clusters Score -1.989403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 210935 members 
Entering Unmasked Estep 
Score: -19894030.000000 Penalty: 6111.495605
	Iteration 41Q: 3 clusters Score -1.989403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 210947 members 
Entering Unmasked Estep 
Score: -19894044.000000 Penalty: 6111.495605
	Iteration 42Q: 3 clusters Score -1.989404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 210955 members 
Entering Unmasked Estep 
Score: -19894036.000000 Penalty: 6111.495605
	Iteration 43Q: 3 clusters Score -1.989404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 210967 members 
Entering Unmasked Estep 
Score: -19894044.000000 Penalty: 6111.495605
	Iteration 44Q: 3 clusters Score -1.989404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 210977 members 
Entering Unmasked Estep 
Score: -19894034.000000 Penalty: 6111.495605
	Iteration 45Q: 3 clusters Score -1.989403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 210995 members 
Entering Unmasked Estep 
Score: -19894036.000000 Penalty: 6111.495605
	Iteration 46Q: 3 clusters Score -1.989404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 211007 members 
Entering Unmasked Estep 
Score: -19894042.000000 Penalty: 6111.495605
	Iteration 47Q: 3 clusters Score -1.989404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 211015 members 
Entering Unmasked Estep 
Score: -19894050.000000 Penalty: 6111.495605
	Iteration 48Q: 3 clusters Score -1.989405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -19894042.000000 Penalty: 6111.495605
	Iteration 49Q: 3 clusters Score -1.989404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 211025 members 
Entering Unmasked Estep 
Score: -19894046.000000 Penalty: 6111.495605
	Iteration 50Q: 3 clusters Score -1.989405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 211033 members 
Entering Unmasked Estep 
Score: -19894048.000000 Penalty: 6111.495605
	Iteration 51Q: 3 clusters Score -1.989405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 211038 members 
Entering Unmasked Estep 
Score: -19894060.000000 Penalty: 6111.495605
	Iteration 52Q: 3 clusters Score -1.989406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 211038 members 
Entering Unmasked Estep 
Score: -19894060.000000 Penalty: 6111.495605
	Iteration 53F: 3 clusters Score -1.989406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 586840 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 13447 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Mstep: Class 21 contains 15390 members 
Mstep: Class 22 contains 28959 members 
Mstep: Class 23 contains 12099 members 
Mstep: Class 24 contains 211038 members 
Entering Unmasked Estep 
Score: -146332336.000000 Penalty: 85407.304688
Splitting cluster 14 changes total score from -146301984.000000 to -146332336.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (25739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Entering Unmasked Estep 
Score: -2105302.750000 Penalty: 2518.629150
	Iteration 0F: 2 clusters Score -2105303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2087421.500000 Penalty: 5037.258301
	Iteration 0F: 3 clusters Score -2087422 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2094367.125000 Penalty: 5037.258301
	Iteration 1F: 3 clusters Score -2094367 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2096322.125000 Penalty: 5037.258301
	Iteration 2F: 3 clusters Score -2096322 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2100122.750000 Penalty: 5037.258301
	Iteration 3F: 3 clusters Score -2100123 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2104927.500000 Penalty: 5037.258301
	Iteration 4F: 3 clusters Score -2104928 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2107652.000000 Penalty: 5037.258301
	Iteration 5F: 3 clusters Score -2107652 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2109578.000000 Penalty: 5037.258301
	Iteration 6F: 3 clusters Score -2109578 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2110952.250000 Penalty: 5037.258301
	Iteration 7Q: 3 clusters Score -2110952 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2111947.000000 Penalty: 5037.258301
	Iteration 8Q: 3 clusters Score -2111947 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2112778.250000 Penalty: 5037.258301
	Iteration 9Q: 3 clusters Score -2112778 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2113138.500000 Penalty: 5037.258301
	Iteration 10Q: 3 clusters Score -2113138 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2113222.500000 Penalty: 5037.258301
	Iteration 11Q: 3 clusters Score -2113222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2113242.500000 Penalty: 5037.258301
	Iteration 12Q: 3 clusters Score -2113242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2113257.750000 Penalty: 5037.258301
	Iteration 13Q: 3 clusters Score -2113258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2113254.500000 Penalty: 5037.258301
	Iteration 14Q: 3 clusters Score -2113254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2113262.000000 Penalty: 5037.258301
	Iteration 15Q: 3 clusters Score -2113262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2113262.750000 Penalty: 5037.258301
	Iteration 16Q: 3 clusters Score -2113263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2113266.000000 Penalty: 5037.258301
	Iteration 17Q: 3 clusters Score -2113266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2113263.750000 Penalty: 5037.258301
	Iteration 18Q: 3 clusters Score -2113264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2113263.250000 Penalty: 5037.258301
	Iteration 19Q: 3 clusters Score -2113263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2113267.250000 Penalty: 5037.258301
	Iteration 20F: 3 clusters Score -2113267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2113270.250000 Penalty: 5037.258301
	Iteration 21Q: 3 clusters Score -2113270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2113271.500000 Penalty: 5037.258301
	Iteration 22Q: 3 clusters Score -2113272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2113271.500000 Penalty: 5037.258301
	Iteration 23Q: 3 clusters Score -2113272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2113269.750000 Penalty: 5037.258301
	Iteration 24Q: 3 clusters Score -2113270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2113271.250000 Penalty: 5037.258301
	Iteration 25Q: 3 clusters Score -2113271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2113271.500000 Penalty: 5037.258301
	Iteration 26Q: 3 clusters Score -2113272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2113283.500000 Penalty: 5037.258301
	Iteration 27Q: 3 clusters Score -2113284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2113283.500000 Penalty: 5037.258301
	Iteration 28Q: 3 clusters Score -2113284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2113289.250000 Penalty: 5037.258301
	Iteration 29Q: 3 clusters Score -2113289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2113286.250000 Penalty: 5037.258301
	Iteration 30Q: 3 clusters Score -2113286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2113286.750000 Penalty: 5037.258301
	Iteration 31Q: 3 clusters Score -2113287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2113290.750000 Penalty: 5037.258301
	Iteration 32Q: 3 clusters Score -2113291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2113286.500000 Penalty: 5037.258301
	Iteration 33Q: 3 clusters Score -2113286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2113289.250000 Penalty: 5037.258301
	Iteration 34Q: 3 clusters Score -2113289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2113289.500000 Penalty: 5037.258301
	Iteration 35Q: 3 clusters Score -2113290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2113288.000000 Penalty: 5037.258301
	Iteration 36Q: 3 clusters Score -2113288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2113291.500000 Penalty: 5037.258301
	Iteration 37Q: 3 clusters Score -2113292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2113289.750000 Penalty: 5037.258301
	Iteration 38Q: 3 clusters Score -2113290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2113292.250000 Penalty: 5037.258301
	Iteration 39Q: 3 clusters Score -2113292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2113289.250000 Penalty: 5037.258301
	Iteration 40F: 3 clusters Score -2113289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2113289.500000 Penalty: 5037.258301
	Iteration 41Q: 3 clusters Score -2113290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2113290.500000 Penalty: 5037.258301
	Iteration 42Q: 3 clusters Score -2113290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2113289.250000 Penalty: 5037.258301
	Iteration 43Q: 3 clusters Score -2113289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2113290.250000 Penalty: 5037.258301
	Iteration 44Q: 3 clusters Score -2113290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2113290.250000 Penalty: 5037.258301
	Iteration 45F: 3 clusters Score -2113290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 586840 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 13447 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 235092 members 
Mstep: Class 21 contains 15390 members 
Mstep: Class 22 contains 28959 members 
Mstep: Class 23 contains 12099 members 
Mstep: Class 24 contains 211038 members 
Mstep: Class 25 contains 19407 members 
Entering Unmasked Estep 
Score: -146338448.000000 Penalty: 88965.937500
Splitting cluster 15 changes total score from -146301984.000000 to -146338448.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (33290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Entering Unmasked Estep 
Score: -3044778.250000 Penalty: 2582.427002
	Iteration 0F: 2 clusters Score -3044778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3022000.750000 Penalty: 5164.854004
	Iteration 0F: 3 clusters Score -3022001 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3030358.500000 Penalty: 5164.854004
	Iteration 1F: 3 clusters Score -3030358 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3030863.750000 Penalty: 5164.854004
	Iteration 2Q: 3 clusters Score -3030864 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3031269.750000 Penalty: 5164.854004
	Iteration 3Q: 3 clusters Score -3031270 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3031663.000000 Penalty: 5164.854004
	Iteration 4Q: 3 clusters Score -3031663 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3031988.000000 Penalty: 5164.854004
	Iteration 5Q: 3 clusters Score -3031988 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3032363.750000 Penalty: 5164.854004
	Iteration 6Q: 3 clusters Score -3032364 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3032790.250000 Penalty: 5164.854004
	Iteration 7Q: 3 clusters Score -3032790 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3033232.500000 Penalty: 5164.854004
	Iteration 8Q: 3 clusters Score -3033232 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3033842.750000 Penalty: 5164.854004
	Iteration 9Q: 3 clusters Score -3033843 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3034527.000000 Penalty: 5164.854004
	Iteration 10Q: 3 clusters Score -3034527 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3035442.500000 Penalty: 5164.854004
	Iteration 11Q: 3 clusters Score -3035442 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3036308.750000 Penalty: 5164.854004
	Iteration 12Q: 3 clusters Score -3036309 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3037080.500000 Penalty: 5164.854004
	Iteration 13Q: 3 clusters Score -3037080 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3037618.250000 Penalty: 5164.854004
	Iteration 14Q: 3 clusters Score -3037618 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3037988.000000 Penalty: 5164.854004
	Iteration 15Q: 3 clusters Score -3037988 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3038283.500000 Penalty: 5164.854004
	Iteration 16Q: 3 clusters Score -3038284 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3038550.750000 Penalty: 5164.854004
	Iteration 17Q: 3 clusters Score -3038551 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3038779.250000 Penalty: 5164.854004
	Iteration 18Q: 3 clusters Score -3038779 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3038986.250000 Penalty: 5164.854004
	Iteration 19Q: 3 clusters Score -3038986 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3039184.000000 Penalty: 5164.854004
	Iteration 20F: 3 clusters Score -3039184 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3039423.750000 Penalty: 5164.854004
	Iteration 21Q: 3 clusters Score -3039424 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3039642.000000 Penalty: 5164.854004
	Iteration 22Q: 3 clusters Score -3039642 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3039873.750000 Penalty: 5164.854004
	Iteration 23Q: 3 clusters Score -3039874 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3040123.250000 Penalty: 5164.854004
	Iteration 24Q: 3 clusters Score -3040123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3040387.750000 Penalty: 5164.854004
	Iteration 25Q: 3 clusters Score -3040388 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3040693.750000 Penalty: 5164.854004
	Iteration 26Q: 3 clusters Score -3040694 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3040962.250000 Penalty: 5164.854004
	Iteration 27Q: 3 clusters Score -3040962 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3041177.000000 Penalty: 5164.854004
	Iteration 28Q: 3 clusters Score -3041177 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3041367.750000 Penalty: 5164.854004
	Iteration 29Q: 3 clusters Score -3041368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3041530.750000 Penalty: 5164.854004
	Iteration 30Q: 3 clusters Score -3041531 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3041672.750000 Penalty: 5164.854004
	Iteration 31Q: 3 clusters Score -3041673 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3041779.500000 Penalty: 5164.854004
	Iteration 32Q: 3 clusters Score -3041780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3041868.750000 Penalty: 5164.854004
	Iteration 33Q: 3 clusters Score -3041869 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3041937.500000 Penalty: 5164.854004
	Iteration 34Q: 3 clusters Score -3041938 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3042020.000000 Penalty: 5164.854004
	Iteration 35Q: 3 clusters Score -3042020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3042107.500000 Penalty: 5164.854004
	Iteration 36Q: 3 clusters Score -3042108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3042170.750000 Penalty: 5164.854004
	Iteration 37Q: 3 clusters Score -3042171 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3042239.000000 Penalty: 5164.854004
	Iteration 38Q: 3 clusters Score -3042239 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3042288.000000 Penalty: 5164.854004
	Iteration 39Q: 3 clusters Score -3042288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3042322.500000 Penalty: 5164.854004
	Iteration 40F: 3 clusters Score -3042322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3042357.500000 Penalty: 5164.854004
	Iteration 41Q: 3 clusters Score -3042358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -3042396.750000 Penalty: 5164.854004
	Iteration 42Q: 3 clusters Score -3042397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3042415.250000 Penalty: 5164.854004
	Iteration 43Q: 3 clusters Score -3042415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3042428.750000 Penalty: 5164.854004
	Iteration 44Q: 3 clusters Score -3042429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3042436.250000 Penalty: 5164.854004
	Iteration 45Q: 3 clusters Score -3042436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3042445.250000 Penalty: 5164.854004
	Iteration 46Q: 3 clusters Score -3042445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3042456.000000 Penalty: 5164.854004
	Iteration 47Q: 3 clusters Score -3042456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3042464.750000 Penalty: 5164.854004
	Iteration 48Q: 3 clusters Score -3042465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3042481.000000 Penalty: 5164.854004
	Iteration 49Q: 3 clusters Score -3042481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3042490.750000 Penalty: 5164.854004
	Iteration 50Q: 3 clusters Score -3042491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3042495.750000 Penalty: 5164.854004
	Iteration 51Q: 3 clusters Score -3042496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -3042498.250000 Penalty: 5164.854004
	Iteration 52Q: 3 clusters Score -3042498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3042498.500000 Penalty: 5164.854004
	Iteration 53Q: 3 clusters Score -3042498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3042501.000000 Penalty: 5164.854004
	Iteration 54Q: 3 clusters Score -3042501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -3042508.250000 Penalty: 5164.854004
	Iteration 55Q: 3 clusters Score -3042508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3042506.500000 Penalty: 5164.854004
	Iteration 56Q: 3 clusters Score -3042506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3042508.250000 Penalty: 5164.854004
	Iteration 57Q: 3 clusters Score -3042508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3042511.500000 Penalty: 5164.854004
	Iteration 58Q: 3 clusters Score -3042512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -3042519.750000 Penalty: 5164.854004
	Iteration 59Q: 3 clusters Score -3042520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3042520.750000 Penalty: 5164.854004
	Iteration 60F: 3 clusters Score -3042521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -3042527.500000 Penalty: 5164.854004
	Iteration 61Q: 3 clusters Score -3042528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3042529.500000 Penalty: 5164.854004
	Iteration 62Q: 3 clusters Score -3042530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -3042531.000000 Penalty: 5164.854004
	Iteration 63Q: 3 clusters Score -3042531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -3042540.000000 Penalty: 5164.854004
	Iteration 64Q: 3 clusters Score -3042540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3042540.000000 Penalty: 5164.854004
	Iteration 65Q: 3 clusters Score -3042540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3042540.500000 Penalty: 5164.854004
	Iteration 66Q: 3 clusters Score -3042540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3042543.000000 Penalty: 5164.854004
	Iteration 67Q: 3 clusters Score -3042543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3042543.250000 Penalty: 5164.854004
	Iteration 68Q: 3 clusters Score -3042543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -3042543.250000 Penalty: 5164.854004
	Iteration 69Q: 3 clusters Score -3042543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3042545.750000 Penalty: 5164.854004
	Iteration 70Q: 3 clusters Score -3042546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -3042550.000000 Penalty: 5164.854004
	Iteration 71Q: 3 clusters Score -3042550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3042551.500000 Penalty: 5164.854004
	Iteration 72Q: 3 clusters Score -3042552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3042549.500000 Penalty: 5164.854004
	Iteration 73Q: 3 clusters Score -3042550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3042550.250000 Penalty: 5164.854004
	Iteration 74Q: 3 clusters Score -3042550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3042552.250000 Penalty: 5164.854004
	Iteration 75Q: 3 clusters Score -3042552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3042553.000000 Penalty: 5164.854004
	Iteration 76Q: 3 clusters Score -3042553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3042551.500000 Penalty: 5164.854004
	Iteration 77Q: 3 clusters Score -3042552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3042553.500000 Penalty: 5164.854004
	Iteration 78Q: 3 clusters Score -3042554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3042554.500000 Penalty: 5164.854004
	Iteration 79Q: 3 clusters Score -3042554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3042555.000000 Penalty: 5164.854004
	Iteration 80F: 3 clusters Score -3042555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (130767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Entering Unmasked Estep 
Score: -11910002.000000 Penalty: 2921.730957
	Iteration 0F: 2 clusters Score -1.191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -11822425.000000 Penalty: 5843.461914
	Iteration 0F: 3 clusters Score -1.182242e+07 nChanged 62292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -11858061.000000 Penalty: 5843.461914
	Iteration 1F: 3 clusters Score -1.185806e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -11858737.000000 Penalty: 5843.461914
	Iteration 2Q: 3 clusters Score -1.185874e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -11859433.000000 Penalty: 5843.461914
	Iteration 3Q: 3 clusters Score -1.185943e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -11860440.000000 Penalty: 5843.461914
	Iteration 4Q: 3 clusters Score -1.186044e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -11861871.000000 Penalty: 5843.461914
	Iteration 5Q: 3 clusters Score -1.186187e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -11864075.000000 Penalty: 5843.461914
	Iteration 6Q: 3 clusters Score -1.186408e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -11867541.000000 Penalty: 5843.461914
	Iteration 7Q: 3 clusters Score -1.186754e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -11872527.000000 Penalty: 5843.461914
	Iteration 8F: 3 clusters Score -1.187253e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -11879061.000000 Penalty: 5843.461914
	Iteration 9F: 3 clusters Score -1.187906e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -11886257.000000 Penalty: 5843.461914
	Iteration 10F: 3 clusters Score -1.188626e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -11893160.000000 Penalty: 5843.461914
	Iteration 11F: 3 clusters Score -1.189316e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -11898466.000000 Penalty: 5843.461914
	Iteration 12Q: 3 clusters Score -1.189847e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121306 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -11902059.000000 Penalty: 5843.461914
	Iteration 13Q: 3 clusters Score -1.190206e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124369 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -11904253.000000 Penalty: 5843.461914
	Iteration 14Q: 3 clusters Score -1.190425e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -11905567.000000 Penalty: 5843.461914
	Iteration 15Q: 3 clusters Score -1.190557e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127472 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -11906301.000000 Penalty: 5843.461914
	Iteration 16Q: 3 clusters Score -1.19063e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -11906773.000000 Penalty: 5843.461914
	Iteration 17Q: 3 clusters Score -1.190677e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -11907005.000000 Penalty: 5843.461914
	Iteration 18Q: 3 clusters Score -1.1907e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11907184.000000 Penalty: 5843.461914
	Iteration 19Q: 3 clusters Score -1.190718e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129107 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11907303.000000 Penalty: 5843.461914
	Iteration 20F: 3 clusters Score -1.19073e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11907386.000000 Penalty: 5843.461914
	Iteration 21Q: 3 clusters Score -1.190739e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129361 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11907473.000000 Penalty: 5843.461914
	Iteration 22Q: 3 clusters Score -1.190747e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11907511.000000 Penalty: 5843.461914
	Iteration 23Q: 3 clusters Score -1.190751e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11907537.000000 Penalty: 5843.461914
	Iteration 24Q: 3 clusters Score -1.190754e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129553 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11907560.000000 Penalty: 5843.461914
	Iteration 25Q: 3 clusters Score -1.190756e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11907578.000000 Penalty: 5843.461914
	Iteration 26Q: 3 clusters Score -1.190758e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11907563.000000 Penalty: 5843.461914
	Iteration 27Q: 3 clusters Score -1.190756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129646 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11907573.000000 Penalty: 5843.461914
	Iteration 28Q: 3 clusters Score -1.190757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11907598.000000 Penalty: 5843.461914
	Iteration 29Q: 3 clusters Score -1.19076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11907608.000000 Penalty: 5843.461914
	Iteration 30Q: 3 clusters Score -1.190761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11907613.000000 Penalty: 5843.461914
	Iteration 31Q: 3 clusters Score -1.190761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129707 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11907611.000000 Penalty: 5843.461914
	Iteration 32Q: 3 clusters Score -1.190761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129724 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11907621.000000 Penalty: 5843.461914
	Iteration 33Q: 3 clusters Score -1.190762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11907628.000000 Penalty: 5843.461914
	Iteration 34Q: 3 clusters Score -1.190763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -11907624.000000 Penalty: 5843.461914
	Iteration 35Q: 3 clusters Score -1.190762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11907638.000000 Penalty: 5843.461914
	Iteration 36Q: 3 clusters Score -1.190764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11907652.000000 Penalty: 5843.461914
	Iteration 37Q: 3 clusters Score -1.190765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11907656.000000 Penalty: 5843.461914
	Iteration 38Q: 3 clusters Score -1.190766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11907656.000000 Penalty: 5843.461914
	Iteration 39Q: 3 clusters Score -1.190766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11907659.000000 Penalty: 5843.461914
	Iteration 40F: 3 clusters Score -1.190766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11907663.000000 Penalty: 5843.461914
	Iteration 41Q: 3 clusters Score -1.190766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11907662.000000 Penalty: 5843.461914
	Iteration 42Q: 3 clusters Score -1.190766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11907664.000000 Penalty: 5843.461914
	Iteration 43Q: 3 clusters Score -1.190766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11907680.000000 Penalty: 5843.461914
	Iteration 44Q: 3 clusters Score -1.190768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11907680.000000 Penalty: 5843.461914
	Iteration 45Q: 3 clusters Score -1.190768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11907682.000000 Penalty: 5843.461914
	Iteration 46Q: 3 clusters Score -1.190768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11907682.000000 Penalty: 5843.461914
	Iteration 47F: 3 clusters Score -1.190768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140917 members 
Entering Unmasked Estep 
Score: -12692443.000000 Penalty: 2940.269775
	Iteration 0F: 2 clusters Score -1.269244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -12597981.000000 Penalty: 5880.539551
	Iteration 0F: 3 clusters Score -1.259798e+07 nChanged 67296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -12637013.000000 Penalty: 5880.539551
	Iteration 1F: 3 clusters Score -1.263701e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -12638419.000000 Penalty: 5880.539551
	Iteration 2Q: 3 clusters Score -1.263842e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -12640212.000000 Penalty: 5880.539551
	Iteration 3Q: 3 clusters Score -1.264021e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -12642920.000000 Penalty: 5880.539551
	Iteration 4Q: 3 clusters Score -1.264292e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -12646702.000000 Penalty: 5880.539551
	Iteration 5F: 3 clusters Score -1.26467e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -12651681.000000 Penalty: 5880.539551
	Iteration 6F: 3 clusters Score -1.265168e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -12657669.000000 Penalty: 5880.539551
	Iteration 7F: 3 clusters Score -1.265767e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -12663777.000000 Penalty: 5880.539551
	Iteration 8F: 3 clusters Score -1.266378e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -12668336.000000 Penalty: 5880.539551
	Iteration 9F: 3 clusters Score -1.266834e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -12671205.000000 Penalty: 5880.539551
	Iteration 10Q: 3 clusters Score -1.26712e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -12672635.000000 Penalty: 5880.539551
	Iteration 11Q: 3 clusters Score -1.267264e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -12673639.000000 Penalty: 5880.539551
	Iteration 12Q: 3 clusters Score -1.267364e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -12674659.000000 Penalty: 5880.539551
	Iteration 13Q: 3 clusters Score -1.267466e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -12675527.000000 Penalty: 5880.539551
	Iteration 14Q: 3 clusters Score -1.267553e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -12676489.000000 Penalty: 5880.539551
	Iteration 15Q: 3 clusters Score -1.267649e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -12677577.000000 Penalty: 5880.539551
	Iteration 16Q: 3 clusters Score -1.267758e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -12678722.000000 Penalty: 5880.539551
	Iteration 17Q: 3 clusters Score -1.267872e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -12679873.000000 Penalty: 5880.539551
	Iteration 18Q: 3 clusters Score -1.267987e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -12681114.000000 Penalty: 5880.539551
	Iteration 19Q: 3 clusters Score -1.268111e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -12682327.000000 Penalty: 5880.539551
	Iteration 20F: 3 clusters Score -1.268233e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125380 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -12683468.000000 Penalty: 5880.539551
	Iteration 21Q: 3 clusters Score -1.268347e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -12684560.000000 Penalty: 5880.539551
	Iteration 22Q: 3 clusters Score -1.268456e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -12685470.000000 Penalty: 5880.539551
	Iteration 23Q: 3 clusters Score -1.268547e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -12686263.000000 Penalty: 5880.539551
	Iteration 24Q: 3 clusters Score -1.268626e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131394 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -12686903.000000 Penalty: 5880.539551
	Iteration 25Q: 3 clusters Score -1.26869e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -12687381.000000 Penalty: 5880.539551
	Iteration 26Q: 3 clusters Score -1.268738e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -12687728.000000 Penalty: 5880.539551
	Iteration 27Q: 3 clusters Score -1.268773e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -12688060.000000 Penalty: 5880.539551
	Iteration 28Q: 3 clusters Score -1.268806e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134967 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -12688335.000000 Penalty: 5880.539551
	Iteration 29Q: 3 clusters Score -1.268834e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -12688610.000000 Penalty: 5880.539551
	Iteration 30Q: 3 clusters Score -1.268861e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -12688835.000000 Penalty: 5880.539551
	Iteration 31Q: 3 clusters Score -1.268884e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -12689026.000000 Penalty: 5880.539551
	Iteration 32Q: 3 clusters Score -1.268903e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136961 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -12689272.000000 Penalty: 5880.539551
	Iteration 33Q: 3 clusters Score -1.268927e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -12689384.000000 Penalty: 5880.539551
	Iteration 34Q: 3 clusters Score -1.268938e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -12689549.000000 Penalty: 5880.539551
	Iteration 35Q: 3 clusters Score -1.268955e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137771 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -12689680.000000 Penalty: 5880.539551
	Iteration 36Q: 3 clusters Score -1.268968e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -12689765.000000 Penalty: 5880.539551
	Iteration 37Q: 3 clusters Score -1.268976e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -12689844.000000 Penalty: 5880.539551
	Iteration 38Q: 3 clusters Score -1.268984e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138262 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -12689901.000000 Penalty: 5880.539551
	Iteration 39Q: 3 clusters Score -1.26899e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138360 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -12689927.000000 Penalty: 5880.539551
	Iteration 40F: 3 clusters Score -1.268993e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138438 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -12689960.000000 Penalty: 5880.539551
	Iteration 41Q: 3 clusters Score -1.268996e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138503 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -12690010.000000 Penalty: 5880.539551
	Iteration 42Q: 3 clusters Score -1.269001e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138562 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -12690044.000000 Penalty: 5880.539551
	Iteration 43Q: 3 clusters Score -1.269004e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138619 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -12690084.000000 Penalty: 5880.539551
	Iteration 44Q: 3 clusters Score -1.269008e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -12690097.000000 Penalty: 5880.539551
	Iteration 45Q: 3 clusters Score -1.26901e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138706 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12690129.000000 Penalty: 5880.539551
	Iteration 46Q: 3 clusters Score -1.269013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138734 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -12690144.000000 Penalty: 5880.539551
	Iteration 47Q: 3 clusters Score -1.269014e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12690170.000000 Penalty: 5880.539551
	Iteration 48Q: 3 clusters Score -1.269017e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -12690160.000000 Penalty: 5880.539551
	Iteration 49Q: 3 clusters Score -1.269016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12690187.000000 Penalty: 5880.539551
	Iteration 50Q: 3 clusters Score -1.269019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12690200.000000 Penalty: 5880.539551
	Iteration 51Q: 3 clusters Score -1.26902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138878 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -12690231.000000 Penalty: 5880.539551
	Iteration 52Q: 3 clusters Score -1.269023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -12690234.000000 Penalty: 5880.539551
	Iteration 53Q: 3 clusters Score -1.269023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138934 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12690228.000000 Penalty: 5880.539551
	Iteration 54Q: 3 clusters Score -1.269023e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138955 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12690242.000000 Penalty: 5880.539551
	Iteration 55Q: 3 clusters Score -1.269024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138964 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -12690243.000000 Penalty: 5880.539551
	Iteration 56Q: 3 clusters Score -1.269024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138985 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12690281.000000 Penalty: 5880.539551
	Iteration 57Q: 3 clusters Score -1.269028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12690277.000000 Penalty: 5880.539551
	Iteration 58Q: 3 clusters Score -1.269028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12690257.000000 Penalty: 5880.539551
	Iteration 59Q: 3 clusters Score -1.269026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12690274.000000 Penalty: 5880.539551
	Iteration 60F: 3 clusters Score -1.269027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12690261.000000 Penalty: 5880.539551
	Iteration 61Q: 3 clusters Score -1.269026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139059 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12690263.000000 Penalty: 5880.539551
	Iteration 62Q: 3 clusters Score -1.269026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12690266.000000 Penalty: 5880.539551
	Iteration 63Q: 3 clusters Score -1.269027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12690265.000000 Penalty: 5880.539551
	Iteration 64Q: 3 clusters Score -1.269026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12690257.000000 Penalty: 5880.539551
	Iteration 65Q: 3 clusters Score -1.269026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12690270.000000 Penalty: 5880.539551
	Iteration 66Q: 3 clusters Score -1.269027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -12690274.000000 Penalty: 5880.539551
	Iteration 67Q: 3 clusters Score -1.269027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12690286.000000 Penalty: 5880.539551
	Iteration 68Q: 3 clusters Score -1.269029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139087 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12690294.000000 Penalty: 5880.539551
	Iteration 69Q: 3 clusters Score -1.269029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12690288.000000 Penalty: 5880.539551
	Iteration 70Q: 3 clusters Score -1.269029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12690290.000000 Penalty: 5880.539551
	Iteration 71Q: 3 clusters Score -1.269029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12690290.000000 Penalty: 5880.539551
	Iteration 72F: 3 clusters Score -1.269029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (235092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235092 members 
Entering Unmasked Estep 
Score: -20641236.000000 Penalty: 3067.197510
	Iteration 0F: 2 clusters Score -2.064124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -20483738.000000 Penalty: 6134.395020
	Iteration 0F: 3 clusters Score -2.048374e+07 nChanged 113298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -20551834.000000 Penalty: 6134.395020
	Iteration 1F: 3 clusters Score -2.055183e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -20554578.000000 Penalty: 6134.395020
	Iteration 2Q: 3 clusters Score -2.055458e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -20558448.000000 Penalty: 6134.395020
	Iteration 3Q: 3 clusters Score -2.055845e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146725 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -20565080.000000 Penalty: 6134.395020
	Iteration 4F: 3 clusters Score -2.056508e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -20575970.000000 Penalty: 6134.395020
	Iteration 5F: 3 clusters Score -2.057597e+07 nChanged 18910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -20592266.000000 Penalty: 6134.395020
	Iteration 6F: 3 clusters Score -2.059227e+07 nChanged 18696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194693 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -20611324.000000 Penalty: 6134.395020
	Iteration 7F: 3 clusters Score -2.061132e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207188 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -20627670.000000 Penalty: 6134.395020
	Iteration 8F: 3 clusters Score -2.062767e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213586 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -20639106.000000 Penalty: 6134.395020
	Iteration 9Q: 3 clusters Score -2.063911e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215667 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -20645350.000000 Penalty: 6134.395020
	Iteration 10Q: 3 clusters Score -2.064535e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216191 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -20648402.000000 Penalty: 6134.395020
	Iteration 11Q: 3 clusters Score -2.06484e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216370 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -20649990.000000 Penalty: 6134.395020
	Iteration 12Q: 3 clusters Score -2.064999e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216480 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -20651440.000000 Penalty: 6134.395020
	Iteration 13Q: 3 clusters Score -2.065144e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216503 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -20652288.000000 Penalty: 6134.395020
	Iteration 14Q: 3 clusters Score -2.065229e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216363 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -20652506.000000 Penalty: 6134.395020
	Iteration 15Q: 3 clusters Score -2.065251e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216198 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -20652642.000000 Penalty: 6134.395020
	Iteration 16Q: 3 clusters Score -2.065264e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216052 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -20652724.000000 Penalty: 6134.395020
	Iteration 17Q: 3 clusters Score -2.065272e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215942 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -20652744.000000 Penalty: 6134.395020
	Iteration 18Q: 3 clusters Score -2.065274e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215820 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -20652786.000000 Penalty: 6134.395020
	Iteration 19Q: 3 clusters Score -2.065279e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215746 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -20652792.000000 Penalty: 6134.395020
	Iteration 20F: 3 clusters Score -2.065279e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215702 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -20652810.000000 Penalty: 6134.395020
	Iteration 21Q: 3 clusters Score -2.065281e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215685 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -20652810.000000 Penalty: 6134.395020
	Iteration 22Q: 3 clusters Score -2.065281e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215669 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -20652838.000000 Penalty: 6134.395020
	Iteration 23Q: 3 clusters Score -2.065284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215649 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -20652848.000000 Penalty: 6134.395020
	Iteration 24Q: 3 clusters Score -2.065285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215641 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -20652848.000000 Penalty: 6134.395020
	Iteration 25Q: 3 clusters Score -2.065285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215632 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -20652852.000000 Penalty: 6134.395020
	Iteration 26Q: 3 clusters Score -2.065285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215633 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -20652860.000000 Penalty: 6134.395020
	Iteration 27Q: 3 clusters Score -2.065286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215629 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -20652852.000000 Penalty: 6134.395020
	Iteration 28Q: 3 clusters Score -2.065285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215621 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -20652850.000000 Penalty: 6134.395020
	Iteration 29Q: 3 clusters Score -2.065285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215620 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -20652866.000000 Penalty: 6134.395020
	Iteration 30Q: 3 clusters Score -2.065287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215619 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -20652872.000000 Penalty: 6134.395020
	Iteration 31Q: 3 clusters Score -2.065287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215619 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -20652866.000000 Penalty: 6134.395020
	Iteration 32Q: 3 clusters Score -2.065287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215618 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -20652862.000000 Penalty: 6134.395020
	Iteration 33Q: 3 clusters Score -2.065286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -20652878.000000 Penalty: 6134.395020
	Iteration 34Q: 3 clusters Score -2.065288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -20652870.000000 Penalty: 6134.395020
	Iteration 35Q: 3 clusters Score -2.065287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -20652874.000000 Penalty: 6134.395020
	Iteration 36Q: 3 clusters Score -2.065287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -20652880.000000 Penalty: 6134.395020
	Iteration 37Q: 3 clusters Score -2.065288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -20652880.000000 Penalty: 6134.395020
	Iteration 38F: 3 clusters Score -2.065288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 586840 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 13447 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 215614 members 
Mstep: Class 21 contains 15390 members 
Mstep: Class 22 contains 28959 members 
Mstep: Class 23 contains 12099 members 
Mstep: Class 24 contains 211038 members 
Mstep: Class 25 contains 19407 members 
Mstep: Class 26 contains 19478 members 
Entering Unmasked Estep 
Score: -146351712.000000 Penalty: 92524.578125
Splitting cluster 20 changes total score from -146301984.000000 to -146351712.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 31870 members 
Mstep: Class 5 contains 72028 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 11 contains 586840 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 13447 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 17 contains 33290 members 
Mstep: Class 18 contains 130767 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 215614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146371968.000000 Penalty: 92524.578125
Iteration 39Q: 27 clusters Score -1.46372e+08 nChanged 40690
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 27020 members 
Mstep: Class 3 contains 31722 members 
Mstep: Class 4 contains 21932 members 
Mstep: Class 5 contains 72145 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 16313 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 11732 members 
Mstep: Class 11 contains 585058 members 
Mstep: Class 12 contains 11608 members 
Mstep: Class 13 contains 26490 members 
Mstep: Class 14 contains 14877 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 34106 members 
Mstep: Class 18 contains 130621 members 
Mstep: Class 19 contains 142112 members 
Mstep: Class 20 contains 217272 members 
Mstep: Class 21 contains 14218 members 
Mstep: Class 22 contains 29166 members 
Mstep: Class 23 contains 11270 members 
Mstep: Class 24 contains 210360 members 
Mstep: Class 25 contains 16673 members 
Mstep: Class 26 contains 19202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146390608.000000 Penalty: 92524.578125
Iteration 40F: 27 clusters Score -1.463906e+08 nChanged 29795
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 26939 members 
Mstep: Class 3 contains 31562 members 
Mstep: Class 4 contains 22102 members 
Mstep: Class 5 contains 71243 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 3451 members 
Mstep: Class 8 contains 16252 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 10 contains 12710 members 
Mstep: Class 11 contains 578247 members 
Mstep: Class 12 contains 11964 members 
Mstep: Class 13 contains 26571 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 6123 members 
Mstep: Class 16 contains 15309 members 
Mstep: Class 17 contains 34416 members 
Mstep: Class 18 contains 130284 members 
Mstep: Class 19 contains 142587 members 
Mstep: Class 20 contains 216889 members 
Mstep: Class 21 contains 13900 members 
Mstep: Class 22 contains 31265 members 
Mstep: Class 23 contains 11855 members 
Mstep: Class 24 contains 213109 members 
Mstep: Class 25 contains 15427 members 
Mstep: Class 26 contains 20059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146398544.000000 Penalty: 92524.578125
Iteration 41Q: 27 clusters Score -1.463985e+08 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 31429 members 
Mstep: Class 4 contains 22175 members 
Mstep: Class 5 contains 70600 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 3497 members 
Mstep: Class 8 contains 16214 members 
Mstep: Class 9 contains 4748 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 572906 members 
Mstep: Class 12 contains 12342 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 16313 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 15712 members 
Mstep: Class 17 contains 34788 members 
Mstep: Class 18 contains 130066 members 
Mstep: Class 19 contains 143031 members 
Mstep: Class 20 contains 216705 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 33022 members 
Mstep: Class 23 contains 12220 members 
Mstep: Class 24 contains 215113 members 
Mstep: Class 25 contains 14559 members 
Mstep: Class 26 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146402528.000000 Penalty: 92524.578125
Iteration 42Q: 27 clusters Score -1.464025e+08 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 31295 members 
Mstep: Class 4 contains 22278 members 
Mstep: Class 5 contains 70061 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 3452 members 
Mstep: Class 8 contains 16177 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 13969 members 
Mstep: Class 11 contains 568456 members 
Mstep: Class 12 contains 12712 members 
Mstep: Class 13 contains 26679 members 
Mstep: Class 14 contains 16922 members 
Mstep: Class 15 contains 5860 members 
Mstep: Class 16 contains 15953 members 
Mstep: Class 17 contains 35082 members 
Mstep: Class 18 contains 129898 members 
Mstep: Class 19 contains 143405 members 
Mstep: Class 20 contains 216500 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 34666 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 216748 members 
Mstep: Class 25 contains 13994 members 
Mstep: Class 26 contains 21150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146404784.000000 Penalty: 92524.578125
Iteration 43Q: 27 clusters Score -1.464048e+08 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 26910 members 
Mstep: Class 3 contains 31149 members 
Mstep: Class 4 contains 22383 members 
Mstep: Class 5 contains 69518 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 3412 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 4774 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 564570 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 26761 members 
Mstep: Class 14 contains 17499 members 
Mstep: Class 15 contains 5755 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 35340 members 
Mstep: Class 18 contains 129793 members 
Mstep: Class 19 contains 143768 members 
Mstep: Class 20 contains 216279 members 
Mstep: Class 21 contains 12919 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 12641 members 
Mstep: Class 24 contains 218072 members 
Mstep: Class 25 contains 13567 members 
Mstep: Class 26 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146405792.000000 Penalty: 92524.578125
Iteration 44Q: 27 clusters Score -1.464058e+08 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 26900 members 
Mstep: Class 3 contains 31008 members 
Mstep: Class 4 contains 22465 members 
Mstep: Class 5 contains 69049 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 561229 members 
Mstep: Class 12 contains 13310 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 16212 members 
Mstep: Class 17 contains 35616 members 
Mstep: Class 18 contains 129713 members 
Mstep: Class 19 contains 144062 members 
Mstep: Class 20 contains 215970 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 37883 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 219154 members 
Mstep: Class 25 contains 13232 members 
Mstep: Class 26 contains 21965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146407232.000000 Penalty: 92524.578125
Iteration 45Q: 27 clusters Score -1.464072e+08 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 26904 members 
Mstep: Class 3 contains 30862 members 
Mstep: Class 4 contains 22566 members 
Mstep: Class 5 contains 68684 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 16161 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 15339 members 
Mstep: Class 11 contains 558146 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 26891 members 
Mstep: Class 14 contains 18419 members 
Mstep: Class 15 contains 5552 members 
Mstep: Class 16 contains 16273 members 
Mstep: Class 17 contains 35886 members 
Mstep: Class 18 contains 129666 members 
Mstep: Class 19 contains 144318 members 
Mstep: Class 20 contains 215714 members 
Mstep: Class 21 contains 12396 members 
Mstep: Class 22 contains 39479 members 
Mstep: Class 23 contains 12941 members 
Mstep: Class 24 contains 219885 members 
Mstep: Class 25 contains 12995 members 
Mstep: Class 26 contains 22280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146408480.000000 Penalty: 92524.578125
Iteration 46Q: 27 clusters Score -1.464085e+08 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 26909 members 
Mstep: Class 3 contains 30721 members 
Mstep: Class 4 contains 22673 members 
Mstep: Class 5 contains 68405 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 3352 members 
Mstep: Class 8 contains 16148 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 15696 members 
Mstep: Class 11 contains 555304 members 
Mstep: Class 12 contains 13787 members 
Mstep: Class 13 contains 26949 members 
Mstep: Class 14 contains 18818 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 16320 members 
Mstep: Class 17 contains 36089 members 
Mstep: Class 18 contains 129594 members 
Mstep: Class 19 contains 144549 members 
Mstep: Class 20 contains 215543 members 
Mstep: Class 21 contains 12204 members 
Mstep: Class 22 contains 41061 members 
Mstep: Class 23 contains 13053 members 
Mstep: Class 24 contains 220476 members 
Mstep: Class 25 contains 12782 members 
Mstep: Class 26 contains 22561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146409520.000000 Penalty: 92524.578125
Iteration 47Q: 27 clusters Score -1.464095e+08 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 26890 members 
Mstep: Class 3 contains 30582 members 
Mstep: Class 4 contains 22770 members 
Mstep: Class 5 contains 68207 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 16140 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 15998 members 
Mstep: Class 11 contains 552574 members 
Mstep: Class 12 contains 13999 members 
Mstep: Class 13 contains 26980 members 
Mstep: Class 14 contains 19189 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 16367 members 
Mstep: Class 17 contains 36272 members 
Mstep: Class 18 contains 129525 members 
Mstep: Class 19 contains 144768 members 
Mstep: Class 20 contains 215384 members 
Mstep: Class 21 contains 12027 members 
Mstep: Class 22 contains 42643 members 
Mstep: Class 23 contains 13138 members 
Mstep: Class 24 contains 221061 members 
Mstep: Class 25 contains 12602 members 
Mstep: Class 26 contains 22793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146410304.000000 Penalty: 92524.578125
Iteration 48Q: 27 clusters Score -1.464103e+08 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 26883 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 22855 members 
Mstep: Class 5 contains 68044 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 16147 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 549968 members 
Mstep: Class 12 contains 14183 members 
Mstep: Class 13 contains 27020 members 
Mstep: Class 14 contains 19575 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 16408 members 
Mstep: Class 17 contains 36434 members 
Mstep: Class 18 contains 129457 members 
Mstep: Class 19 contains 144974 members 
Mstep: Class 20 contains 215233 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 44269 members 
Mstep: Class 23 contains 13220 members 
Mstep: Class 24 contains 221473 members 
Mstep: Class 25 contains 12456 members 
Mstep: Class 26 contains 23027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146410656.000000 Penalty: 92524.578125
Iteration 49Q: 27 clusters Score -1.464107e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 26865 members 
Mstep: Class 3 contains 30345 members 
Mstep: Class 4 contains 22950 members 
Mstep: Class 5 contains 67928 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 16484 members 
Mstep: Class 11 contains 547585 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 27038 members 
Mstep: Class 14 contains 19923 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 16 contains 16453 members 
Mstep: Class 17 contains 36590 members 
Mstep: Class 18 contains 129399 members 
Mstep: Class 19 contains 145142 members 
Mstep: Class 20 contains 215129 members 
Mstep: Class 21 contains 11644 members 
Mstep: Class 22 contains 45804 members 
Mstep: Class 23 contains 13297 members 
Mstep: Class 24 contains 221815 members 
Mstep: Class 25 contains 12327 members 
Mstep: Class 26 contains 23203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146411376.000000 Penalty: 92524.578125
Iteration 50Q: 27 clusters Score -1.464114e+08 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 26839 members 
Mstep: Class 3 contains 30254 members 
Mstep: Class 4 contains 23046 members 
Mstep: Class 5 contains 67826 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 16626 members 
Mstep: Class 11 contains 545403 members 
Mstep: Class 12 contains 14512 members 
Mstep: Class 13 contains 27028 members 
Mstep: Class 14 contains 20239 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 16483 members 
Mstep: Class 17 contains 36726 members 
Mstep: Class 18 contains 129373 members 
Mstep: Class 19 contains 145286 members 
Mstep: Class 20 contains 215004 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 47321 members 
Mstep: Class 23 contains 13357 members 
Mstep: Class 24 contains 222100 members 
Mstep: Class 25 contains 12208 members 
Mstep: Class 26 contains 23371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146411888.000000 Penalty: 92524.578125
Iteration 51Q: 27 clusters Score -1.464119e+08 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 26827 members 
Mstep: Class 3 contains 30152 members 
Mstep: Class 4 contains 23117 members 
Mstep: Class 5 contains 67755 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 16205 members 
Mstep: Class 9 contains 4788 members 
Mstep: Class 10 contains 16740 members 
Mstep: Class 11 contains 543329 members 
Mstep: Class 12 contains 14686 members 
Mstep: Class 13 contains 26977 members 
Mstep: Class 14 contains 20541 members 
Mstep: Class 15 contains 5143 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 36872 members 
Mstep: Class 18 contains 129319 members 
Mstep: Class 19 contains 145417 members 
Mstep: Class 20 contains 214897 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 48828 members 
Mstep: Class 23 contains 13410 members 
Mstep: Class 24 contains 222331 members 
Mstep: Class 25 contains 12109 members 
Mstep: Class 26 contains 23523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412448.000000 Penalty: 92524.578125
Iteration 52Q: 27 clusters Score -1.464124e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 30041 members 
Mstep: Class 4 contains 23179 members 
Mstep: Class 5 contains 67707 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 16219 members 
Mstep: Class 9 contains 4783 members 
Mstep: Class 10 contains 16837 members 
Mstep: Class 11 contains 541456 members 
Mstep: Class 12 contains 14872 members 
Mstep: Class 13 contains 26902 members 
Mstep: Class 14 contains 20801 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 16539 members 
Mstep: Class 17 contains 37000 members 
Mstep: Class 18 contains 129267 members 
Mstep: Class 19 contains 145543 members 
Mstep: Class 20 contains 214783 members 
Mstep: Class 21 contains 11245 members 
Mstep: Class 22 contains 50286 members 
Mstep: Class 23 contains 13449 members 
Mstep: Class 24 contains 222507 members 
Mstep: Class 25 contains 12013 members 
Mstep: Class 26 contains 23631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412928.000000 Penalty: 92524.578125
Iteration 53Q: 27 clusters Score -1.464129e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 26820 members 
Mstep: Class 3 contains 29951 members 
Mstep: Class 4 contains 23272 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 10 contains 16930 members 
Mstep: Class 11 contains 539626 members 
Mstep: Class 12 contains 15039 members 
Mstep: Class 13 contains 26816 members 
Mstep: Class 14 contains 21026 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 16597 members 
Mstep: Class 17 contains 37120 members 
Mstep: Class 18 contains 129190 members 
Mstep: Class 19 contains 145679 members 
Mstep: Class 20 contains 214672 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 51693 members 
Mstep: Class 23 contains 13494 members 
Mstep: Class 24 contains 222667 members 
Mstep: Class 25 contains 11927 members 
Mstep: Class 26 contains 23736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146413040.000000 Penalty: 92524.578125
Iteration 54Q: 27 clusters Score -1.46413e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 23347 members 
Mstep: Class 5 contains 67649 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 16251 members 
Mstep: Class 9 contains 4783 members 
Mstep: Class 10 contains 17012 members 
Mstep: Class 11 contains 537803 members 
Mstep: Class 12 contains 15203 members 
Mstep: Class 13 contains 26725 members 
Mstep: Class 14 contains 21237 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 16656 members 
Mstep: Class 17 contains 37238 members 
Mstep: Class 18 contains 129093 members 
Mstep: Class 19 contains 145808 members 
Mstep: Class 20 contains 214601 members 
Mstep: Class 21 contains 11029 members 
Mstep: Class 22 contains 53156 members 
Mstep: Class 23 contains 13530 members 
Mstep: Class 24 contains 222802 members 
Mstep: Class 25 contains 11872 members 
Mstep: Class 26 contains 23825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146413168.000000 Penalty: 92524.578125
Iteration 55Q: 27 clusters Score -1.464132e+08 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 26793 members 
Mstep: Class 3 contains 29756 members 
Mstep: Class 4 contains 23439 members 
Mstep: Class 5 contains 67625 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 16255 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 10 contains 17083 members 
Mstep: Class 11 contains 536065 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 26635 members 
Mstep: Class 14 contains 21430 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 16714 members 
Mstep: Class 17 contains 37344 members 
Mstep: Class 18 contains 129030 members 
Mstep: Class 19 contains 145933 members 
Mstep: Class 20 contains 214607 members 
Mstep: Class 21 contains 10917 members 
Mstep: Class 22 contains 54560 members 
Mstep: Class 23 contains 13563 members 
Mstep: Class 24 contains 222904 members 
Mstep: Class 25 contains 11808 members 
Mstep: Class 26 contains 23906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412992.000000 Penalty: 92524.578125
Iteration 56Q: 27 clusters Score -1.46413e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 26788 members 
Mstep: Class 3 contains 29681 members 
Mstep: Class 4 contains 23497 members 
Mstep: Class 5 contains 67606 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 8 contains 16253 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 17164 members 
Mstep: Class 11 contains 534421 members 
Mstep: Class 12 contains 15439 members 
Mstep: Class 13 contains 26537 members 
Mstep: Class 14 contains 21616 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 16755 members 
Mstep: Class 17 contains 37445 members 
Mstep: Class 18 contains 128966 members 
Mstep: Class 19 contains 146042 members 
Mstep: Class 20 contains 214589 members 
Mstep: Class 21 contains 10833 members 
Mstep: Class 22 contains 55957 members 
Mstep: Class 23 contains 13600 members 
Mstep: Class 24 contains 222971 members 
Mstep: Class 25 contains 11763 members 
Mstep: Class 26 contains 23962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146413376.000000 Penalty: 92524.578125
Iteration 57Q: 27 clusters Score -1.464134e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 26784 members 
Mstep: Class 3 contains 29604 members 
Mstep: Class 4 contains 23584 members 
Mstep: Class 5 contains 67608 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 16256 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 17231 members 
Mstep: Class 11 contains 532866 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 26434 members 
Mstep: Class 14 contains 21799 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 16806 members 
Mstep: Class 17 contains 37536 members 
Mstep: Class 18 contains 128900 members 
Mstep: Class 19 contains 146131 members 
Mstep: Class 20 contains 214523 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 57272 members 
Mstep: Class 23 contains 13639 members 
Mstep: Class 24 contains 223037 members 
Mstep: Class 25 contains 11732 members 
Mstep: Class 26 contains 24026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146413936.000000 Penalty: 92524.578125
Iteration 58Q: 27 clusters Score -1.464139e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 26782 members 
Mstep: Class 3 contains 29548 members 
Mstep: Class 4 contains 23669 members 
Mstep: Class 5 contains 67601 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 16263 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 17309 members 
Mstep: Class 11 contains 531434 members 
Mstep: Class 12 contains 15673 members 
Mstep: Class 13 contains 26332 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 16823 members 
Mstep: Class 17 contains 37628 members 
Mstep: Class 18 contains 128836 members 
Mstep: Class 19 contains 146218 members 
Mstep: Class 20 contains 214426 members 
Mstep: Class 21 contains 10660 members 
Mstep: Class 22 contains 58476 members 
Mstep: Class 23 contains 13679 members 
Mstep: Class 24 contains 223098 members 
Mstep: Class 25 contains 11698 members 
Mstep: Class 26 contains 24082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146414400.000000 Penalty: 92524.578125
Iteration 59Q: 27 clusters Score -1.464144e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 26779 members 
Mstep: Class 3 contains 29478 members 
Mstep: Class 4 contains 23743 members 
Mstep: Class 5 contains 67589 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 4786 members 
Mstep: Class 10 contains 17367 members 
Mstep: Class 11 contains 530036 members 
Mstep: Class 12 contains 15803 members 
Mstep: Class 13 contains 26233 members 
Mstep: Class 14 contains 22161 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 16835 members 
Mstep: Class 17 contains 37718 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 146299 members 
Mstep: Class 20 contains 214364 members 
Mstep: Class 21 contains 10580 members 
Mstep: Class 22 contains 59682 members 
Mstep: Class 23 contains 13709 members 
Mstep: Class 24 contains 223111 members 
Mstep: Class 25 contains 11673 members 
Mstep: Class 26 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146416176.000000 Penalty: 92524.578125
Iteration 60F: 27 clusters Score -1.464162e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 26784 members 
Mstep: Class 3 contains 29426 members 
Mstep: Class 4 contains 23784 members 
Mstep: Class 5 contains 67574 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 9 contains 4786 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 528677 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 26121 members 
Mstep: Class 14 contains 22372 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 16838 members 
Mstep: Class 17 contains 37785 members 
Mstep: Class 18 contains 128751 members 
Mstep: Class 19 contains 146373 members 
Mstep: Class 20 contains 214324 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 60896 members 
Mstep: Class 23 contains 13737 members 
Mstep: Class 24 contains 223089 members 
Mstep: Class 25 contains 11639 members 
Mstep: Class 26 contains 24149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146416816.000000 Penalty: 92524.578125
Iteration 61Q: 27 clusters Score -1.464168e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 3 contains 29374 members 
Mstep: Class 4 contains 23827 members 
Mstep: Class 5 contains 67566 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 17520 members 
Mstep: Class 11 contains 527388 members 
Mstep: Class 12 contains 16090 members 
Mstep: Class 13 contains 26059 members 
Mstep: Class 14 contains 22570 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 37849 members 
Mstep: Class 18 contains 128716 members 
Mstep: Class 19 contains 146473 members 
Mstep: Class 20 contains 214245 members 
Mstep: Class 21 contains 10407 members 
Mstep: Class 22 contains 62070 members 
Mstep: Class 23 contains 13755 members 
Mstep: Class 24 contains 223066 members 
Mstep: Class 25 contains 11631 members 
Mstep: Class 26 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146417168.000000 Penalty: 92524.578125
Iteration 62Q: 27 clusters Score -1.464172e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 26799 members 
Mstep: Class 3 contains 29303 members 
Mstep: Class 4 contains 23885 members 
Mstep: Class 5 contains 67554 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 17603 members 
Mstep: Class 11 contains 526167 members 
Mstep: Class 12 contains 16207 members 
Mstep: Class 13 contains 25980 members 
Mstep: Class 14 contains 22779 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 17009 members 
Mstep: Class 17 contains 37910 members 
Mstep: Class 18 contains 128671 members 
Mstep: Class 19 contains 146554 members 
Mstep: Class 20 contains 214211 members 
Mstep: Class 21 contains 10318 members 
Mstep: Class 22 contains 63164 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 223026 members 
Mstep: Class 25 contains 11626 members 
Mstep: Class 26 contains 24191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146417632.000000 Penalty: 92524.578125
Iteration 63Q: 27 clusters Score -1.464176e+08 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 26794 members 
Mstep: Class 3 contains 29247 members 
Mstep: Class 4 contains 23947 members 
Mstep: Class 5 contains 67550 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 17663 members 
Mstep: Class 11 contains 524909 members 
Mstep: Class 12 contains 16348 members 
Mstep: Class 13 contains 25888 members 
Mstep: Class 14 contains 22943 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 17084 members 
Mstep: Class 17 contains 38001 members 
Mstep: Class 18 contains 128630 members 
Mstep: Class 19 contains 146644 members 
Mstep: Class 20 contains 214153 members 
Mstep: Class 21 contains 10228 members 
Mstep: Class 22 contains 64267 members 
Mstep: Class 23 contains 13784 members 
Mstep: Class 24 contains 223010 members 
Mstep: Class 25 contains 11620 members 
Mstep: Class 26 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418336.000000 Penalty: 92524.578125
Iteration 64Q: 27 clusters Score -1.464183e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 3 contains 29197 members 
Mstep: Class 4 contains 24017 members 
Mstep: Class 5 contains 67546 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 2753 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 4819 members 
Mstep: Class 10 contains 17734 members 
Mstep: Class 11 contains 523691 members 
Mstep: Class 12 contains 16490 members 
Mstep: Class 13 contains 25806 members 
Mstep: Class 14 contains 23102 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 38069 members 
Mstep: Class 18 contains 128600 members 
Mstep: Class 19 contains 146718 members 
Mstep: Class 20 contains 214120 members 
Mstep: Class 21 contains 10124 members 
Mstep: Class 22 contains 65370 members 
Mstep: Class 23 contains 13791 members 
Mstep: Class 24 contains 222980 members 
Mstep: Class 25 contains 11597 members 
Mstep: Class 26 contains 24223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418240.000000 Penalty: 92524.578125
Iteration 65Q: 27 clusters Score -1.464182e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 26795 members 
Mstep: Class 3 contains 29138 members 
Mstep: Class 4 contains 24082 members 
Mstep: Class 5 contains 67542 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 17802 members 
Mstep: Class 11 contains 522554 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 25709 members 
Mstep: Class 14 contains 23258 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 17193 members 
Mstep: Class 17 contains 38130 members 
Mstep: Class 18 contains 128582 members 
Mstep: Class 19 contains 146799 members 
Mstep: Class 20 contains 214125 members 
Mstep: Class 21 contains 10031 members 
Mstep: Class 22 contains 66368 members 
Mstep: Class 23 contains 13799 members 
Mstep: Class 24 contains 222930 members 
Mstep: Class 25 contains 11579 members 
Mstep: Class 26 contains 24232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418640.000000 Penalty: 92524.578125
Iteration 66Q: 27 clusters Score -1.464186e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 26793 members 
Mstep: Class 3 contains 29082 members 
Mstep: Class 4 contains 24123 members 
Mstep: Class 5 contains 67543 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 17851 members 
Mstep: Class 11 contains 521475 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 25604 members 
Mstep: Class 14 contains 23399 members 
Mstep: Class 15 contains 5038 members 
Mstep: Class 16 contains 17248 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 128550 members 
Mstep: Class 19 contains 146876 members 
Mstep: Class 20 contains 214082 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 67345 members 
Mstep: Class 23 contains 13811 members 
Mstep: Class 24 contains 222911 members 
Mstep: Class 25 contains 11572 members 
Mstep: Class 26 contains 24237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418464.000000 Penalty: 92524.578125
Iteration 67Q: 27 clusters Score -1.464185e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 26791 members 
Mstep: Class 3 contains 29027 members 
Mstep: Class 4 contains 24153 members 
Mstep: Class 5 contains 67535 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 17894 members 
Mstep: Class 11 contains 520418 members 
Mstep: Class 12 contains 16881 members 
Mstep: Class 13 contains 25499 members 
Mstep: Class 14 contains 23527 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 17274 members 
Mstep: Class 17 contains 38261 members 
Mstep: Class 18 contains 128540 members 
Mstep: Class 19 contains 146969 members 
Mstep: Class 20 contains 214042 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 68341 members 
Mstep: Class 23 contains 13821 members 
Mstep: Class 24 contains 222852 members 
Mstep: Class 25 contains 11558 members 
Mstep: Class 26 contains 24249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418688.000000 Penalty: 92524.578125
Iteration 68Q: 27 clusters Score -1.464187e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 26793 members 
Mstep: Class 3 contains 28985 members 
Mstep: Class 4 contains 24156 members 
Mstep: Class 5 contains 67510 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 16302 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 10 contains 17933 members 
Mstep: Class 11 contains 519438 members 
Mstep: Class 12 contains 16997 members 
Mstep: Class 13 contains 25408 members 
Mstep: Class 14 contains 23646 members 
Mstep: Class 15 contains 5031 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 38318 members 
Mstep: Class 18 contains 128513 members 
Mstep: Class 19 contains 147058 members 
Mstep: Class 20 contains 213991 members 
Mstep: Class 21 contains 9777 members 
Mstep: Class 22 contains 69318 members 
Mstep: Class 23 contains 13836 members 
Mstep: Class 24 contains 222798 members 
Mstep: Class 25 contains 11541 members 
Mstep: Class 26 contains 24257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146418512.000000 Penalty: 92524.578125
Iteration 69Q: 27 clusters Score -1.464185e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 26797 members 
Mstep: Class 3 contains 28940 members 
Mstep: Class 4 contains 24169 members 
Mstep: Class 5 contains 67488 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 16306 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 17964 members 
Mstep: Class 11 contains 518499 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 25328 members 
Mstep: Class 14 contains 23770 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 38383 members 
Mstep: Class 18 contains 128487 members 
Mstep: Class 19 contains 147159 members 
Mstep: Class 20 contains 213913 members 
Mstep: Class 21 contains 9686 members 
Mstep: Class 22 contains 70249 members 
Mstep: Class 23 contains 13848 members 
Mstep: Class 24 contains 222741 members 
Mstep: Class 25 contains 11520 members 
Mstep: Class 26 contains 24265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419008.000000 Penalty: 92524.578125
Iteration 70Q: 27 clusters Score -1.46419e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 28905 members 
Mstep: Class 4 contains 24157 members 
Mstep: Class 5 contains 67476 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 16309 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 18004 members 
Mstep: Class 11 contains 517630 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 25252 members 
Mstep: Class 14 contains 23887 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 17400 members 
Mstep: Class 17 contains 38455 members 
Mstep: Class 18 contains 128439 members 
Mstep: Class 19 contains 147262 members 
Mstep: Class 20 contains 213851 members 
Mstep: Class 21 contains 9606 members 
Mstep: Class 22 contains 71109 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 222651 members 
Mstep: Class 25 contains 11492 members 
Mstep: Class 26 contains 24277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419024.000000 Penalty: 92524.578125
Iteration 71Q: 27 clusters Score -1.46419e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 3 contains 28881 members 
Mstep: Class 4 contains 24146 members 
Mstep: Class 5 contains 67484 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 4852 members 
Mstep: Class 10 contains 18048 members 
Mstep: Class 11 contains 516808 members 
Mstep: Class 12 contains 17359 members 
Mstep: Class 13 contains 25202 members 
Mstep: Class 14 contains 24004 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 38509 members 
Mstep: Class 18 contains 128404 members 
Mstep: Class 19 contains 147338 members 
Mstep: Class 20 contains 213783 members 
Mstep: Class 21 contains 9532 members 
Mstep: Class 22 contains 71916 members 
Mstep: Class 23 contains 13881 members 
Mstep: Class 24 contains 222534 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 24283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419168.000000 Penalty: 92524.578125
Iteration 72Q: 27 clusters Score -1.464192e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 26791 members 
Mstep: Class 3 contains 28850 members 
Mstep: Class 4 contains 24116 members 
Mstep: Class 5 contains 67481 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 16315 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 516102 members 
Mstep: Class 12 contains 17479 members 
Mstep: Class 13 contains 25148 members 
Mstep: Class 14 contains 24115 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 17470 members 
Mstep: Class 17 contains 38579 members 
Mstep: Class 18 contains 128371 members 
Mstep: Class 19 contains 147407 members 
Mstep: Class 20 contains 213719 members 
Mstep: Class 21 contains 9461 members 
Mstep: Class 22 contains 72645 members 
Mstep: Class 23 contains 13899 members 
Mstep: Class 24 contains 222429 members 
Mstep: Class 25 contains 11444 members 
Mstep: Class 26 contains 24282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419168.000000 Penalty: 92524.578125
Iteration 73Q: 27 clusters Score -1.464192e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 26794 members 
Mstep: Class 3 contains 28814 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 67474 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 16316 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 18125 members 
Mstep: Class 11 contains 515373 members 
Mstep: Class 12 contains 17609 members 
Mstep: Class 13 contains 25103 members 
Mstep: Class 14 contains 24213 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 17485 members 
Mstep: Class 17 contains 38640 members 
Mstep: Class 18 contains 128354 members 
Mstep: Class 19 contains 147482 members 
Mstep: Class 20 contains 213643 members 
Mstep: Class 21 contains 9399 members 
Mstep: Class 22 contains 73370 members 
Mstep: Class 23 contains 13906 members 
Mstep: Class 24 contains 222327 members 
Mstep: Class 25 contains 11433 members 
Mstep: Class 26 contains 24289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419408.000000 Penalty: 92524.578125
Iteration 74Q: 27 clusters Score -1.464194e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 28787 members 
Mstep: Class 4 contains 24084 members 
Mstep: Class 5 contains 67452 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 18170 members 
Mstep: Class 11 contains 514592 members 
Mstep: Class 12 contains 17757 members 
Mstep: Class 13 contains 25064 members 
Mstep: Class 14 contains 24300 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 17483 members 
Mstep: Class 17 contains 38699 members 
Mstep: Class 18 contains 128325 members 
Mstep: Class 19 contains 147548 members 
Mstep: Class 20 contains 213589 members 
Mstep: Class 21 contains 9342 members 
Mstep: Class 22 contains 74158 members 
Mstep: Class 23 contains 13912 members 
Mstep: Class 24 contains 222246 members 
Mstep: Class 25 contains 11409 members 
Mstep: Class 26 contains 24304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419584.000000 Penalty: 92524.578125
Iteration 75Q: 27 clusters Score -1.464196e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 28757 members 
Mstep: Class 4 contains 24046 members 
Mstep: Class 5 contains 67458 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 18211 members 
Mstep: Class 11 contains 513787 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 24380 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 17496 members 
Mstep: Class 17 contains 38772 members 
Mstep: Class 18 contains 128282 members 
Mstep: Class 19 contains 147610 members 
Mstep: Class 20 contains 213501 members 
Mstep: Class 21 contains 9298 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 13929 members 
Mstep: Class 24 contains 222180 members 
Mstep: Class 25 contains 11379 members 
Mstep: Class 26 contains 24320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146420016.000000 Penalty: 92524.578125
Iteration 76Q: 27 clusters Score -1.4642e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 26798 members 
Mstep: Class 3 contains 28720 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 67472 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 4843 members 
Mstep: Class 10 contains 18249 members 
Mstep: Class 11 contains 512955 members 
Mstep: Class 12 contains 18019 members 
Mstep: Class 13 contains 24995 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 38844 members 
Mstep: Class 18 contains 128251 members 
Mstep: Class 19 contains 147671 members 
Mstep: Class 20 contains 213439 members 
Mstep: Class 21 contains 9262 members 
Mstep: Class 22 contains 75753 members 
Mstep: Class 23 contains 13938 members 
Mstep: Class 24 contains 222098 members 
Mstep: Class 25 contains 11345 members 
Mstep: Class 26 contains 24330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419904.000000 Penalty: 92524.578125
Iteration 77Q: 27 clusters Score -1.464199e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28682 members 
Mstep: Class 4 contains 23947 members 
Mstep: Class 5 contains 67484 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 18288 members 
Mstep: Class 11 contains 512116 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 24967 members 
Mstep: Class 14 contains 24481 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 38902 members 
Mstep: Class 18 contains 128213 members 
Mstep: Class 19 contains 147745 members 
Mstep: Class 20 contains 213390 members 
Mstep: Class 21 contains 9240 members 
Mstep: Class 22 contains 76533 members 
Mstep: Class 23 contains 13955 members 
Mstep: Class 24 contains 222051 members 
Mstep: Class 25 contains 11314 members 
Mstep: Class 26 contains 24342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146420064.000000 Penalty: 92524.578125
Iteration 78Q: 27 clusters Score -1.464201e+08 nChanged 1953
Entering ConstructFrom: 
Score: -146420064.000000 Penalty: 92524.578125
Entering ConstructFrom: 
Trying to split cluster 1 (27128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Entering Unmasked Estep 
Score: -2334369.500000 Penalty: 2531.663818
	Iteration 0F: 2 clusters Score -2334370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2315653.000000 Penalty: 5063.327637
	Iteration 0F: 3 clusters Score -2315653 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2322101.500000 Penalty: 5063.327637
	Iteration 1F: 3 clusters Score -2322102 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2322592.500000 Penalty: 5063.327637
	Iteration 2Q: 3 clusters Score -2322592 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2323067.000000 Penalty: 5063.327637
	Iteration 3Q: 3 clusters Score -2323067 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2323551.750000 Penalty: 5063.327637
	Iteration 4Q: 3 clusters Score -2323552 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2324172.500000 Penalty: 5063.327637
	Iteration 5Q: 3 clusters Score -2324172 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2324918.750000 Penalty: 5063.327637
	Iteration 6F: 3 clusters Score -2324919 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2325754.250000 Penalty: 5063.327637
	Iteration 7F: 3 clusters Score -2325754 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2326647.250000 Penalty: 5063.327637
	Iteration 8F: 3 clusters Score -2326647 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2327589.500000 Penalty: 5063.327637
	Iteration 9F: 3 clusters Score -2327590 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2328639.000000 Penalty: 5063.327637
	Iteration 10F: 3 clusters Score -2328639 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2329610.500000 Penalty: 5063.327637
	Iteration 11Q: 3 clusters Score -2329610 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2330448.250000 Penalty: 5063.327637
	Iteration 12Q: 3 clusters Score -2330448 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2331058.000000 Penalty: 5063.327637
	Iteration 13Q: 3 clusters Score -2331058 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2331438.250000 Penalty: 5063.327637
	Iteration 14Q: 3 clusters Score -2331438 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2331695.000000 Penalty: 5063.327637
	Iteration 15Q: 3 clusters Score -2331695 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2331862.750000 Penalty: 5063.327637
	Iteration 16Q: 3 clusters Score -2331863 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2331984.000000 Penalty: 5063.327637
	Iteration 17Q: 3 clusters Score -2331984 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2332060.000000 Penalty: 5063.327637
	Iteration 18Q: 3 clusters Score -2332060 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2332123.750000 Penalty: 5063.327637
	Iteration 19Q: 3 clusters Score -2332124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2332183.500000 Penalty: 5063.327637
	Iteration 20F: 3 clusters Score -2332184 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2332214.500000 Penalty: 5063.327637
	Iteration 21Q: 3 clusters Score -2332214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2332251.250000 Penalty: 5063.327637
	Iteration 22Q: 3 clusters Score -2332251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2332269.500000 Penalty: 5063.327637
	Iteration 23Q: 3 clusters Score -2332270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2332277.500000 Penalty: 5063.327637
	Iteration 24Q: 3 clusters Score -2332278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2332288.250000 Penalty: 5063.327637
	Iteration 25Q: 3 clusters Score -2332288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2332297.500000 Penalty: 5063.327637
	Iteration 26Q: 3 clusters Score -2332298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2332309.000000 Penalty: 5063.327637
	Iteration 27Q: 3 clusters Score -2332309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2332313.750000 Penalty: 5063.327637
	Iteration 28Q: 3 clusters Score -2332314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2332318.500000 Penalty: 5063.327637
	Iteration 29Q: 3 clusters Score -2332318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2332320.500000 Penalty: 5063.327637
	Iteration 30Q: 3 clusters Score -2332320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2332318.500000 Penalty: 5063.327637
	Iteration 31Q: 3 clusters Score -2332318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2332323.000000 Penalty: 5063.327637
	Iteration 32Q: 3 clusters Score -2332323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2332319.000000 Penalty: 5063.327637
	Iteration 33Q: 3 clusters Score -2332319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2332320.500000 Penalty: 5063.327637
	Iteration 34Q: 3 clusters Score -2332320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2332327.500000 Penalty: 5063.327637
	Iteration 35Q: 3 clusters Score -2332328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2332332.000000 Penalty: 5063.327637
	Iteration 36Q: 3 clusters Score -2332332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2332327.750000 Penalty: 5063.327637
	Iteration 37Q: 3 clusters Score -2332328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2332332.250000 Penalty: 5063.327637
	Iteration 38Q: 3 clusters Score -2332332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2332335.250000 Penalty: 5063.327637
	Iteration 39Q: 3 clusters Score -2332335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2332335.250000 Penalty: 5063.327637
	Iteration 40F: 3 clusters Score -2332335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2332334.750000 Penalty: 5063.327637
	Iteration 41Q: 3 clusters Score -2332335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2332332.000000 Penalty: 5063.327637
	Iteration 42Q: 3 clusters Score -2332332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2332328.500000 Penalty: 5063.327637
	Iteration 43Q: 3 clusters Score -2332328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2332332.000000 Penalty: 5063.327637
	Iteration 44Q: 3 clusters Score -2332332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2332330.000000 Penalty: 5063.327637
	Iteration 45Q: 3 clusters Score -2332330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2332331.000000 Penalty: 5063.327637
	Iteration 46Q: 3 clusters Score -2332331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2332332.000000 Penalty: 5063.327637
	Iteration 47Q: 3 clusters Score -2332332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2332332.000000 Penalty: 5063.327637
	Iteration 48Q: 3 clusters Score -2332332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2332336.250000 Penalty: 5063.327637
	Iteration 49Q: 3 clusters Score -2332336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2332336.250000 Penalty: 5063.327637
	Iteration 50Q: 3 clusters Score -2332336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2332333.250000 Penalty: 5063.327637
	Iteration 51Q: 3 clusters Score -2332333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2332335.000000 Penalty: 5063.327637
	Iteration 52Q: 3 clusters Score -2332335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2332337.750000 Penalty: 5063.327637
	Iteration 53Q: 3 clusters Score -2332338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2332340.250000 Penalty: 5063.327637
	Iteration 54Q: 3 clusters Score -2332340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2332343.750000 Penalty: 5063.327637
	Iteration 55Q: 3 clusters Score -2332344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2332345.750000 Penalty: 5063.327637
	Iteration 56Q: 3 clusters Score -2332346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2332340.500000 Penalty: 5063.327637
	Iteration 57Q: 3 clusters Score -2332340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2332343.750000 Penalty: 5063.327637
	Iteration 58Q: 3 clusters Score -2332344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2332339.250000 Penalty: 5063.327637
	Iteration 59Q: 3 clusters Score -2332339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2332340.250000 Penalty: 5063.327637
	Iteration 60F: 3 clusters Score -2332340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Entering Unmasked Estep 
Score: -2421649.000000 Penalty: 2528.721191
	Iteration 0F: 2 clusters Score -2421649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2403084.000000 Penalty: 5057.442383
	Iteration 0F: 3 clusters Score -2403084 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2409739.750000 Penalty: 5057.442383
	Iteration 1F: 3 clusters Score -2409740 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2410300.500000 Penalty: 5057.442383
	Iteration 2F: 3 clusters Score -2410300 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2410940.750000 Penalty: 5057.442383
	Iteration 3F: 3 clusters Score -2410941 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2411772.500000 Penalty: 5057.442383
	Iteration 4F: 3 clusters Score -2411772 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2412883.000000 Penalty: 5057.442383
	Iteration 5F: 3 clusters Score -2412883 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2414264.000000 Penalty: 5057.442383
	Iteration 6F: 3 clusters Score -2414264 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2415874.750000 Penalty: 5057.442383
	Iteration 7F: 3 clusters Score -2415875 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2417428.500000 Penalty: 5057.442383
	Iteration 8F: 3 clusters Score -2417428 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2418492.000000 Penalty: 5057.442383
	Iteration 9Q: 3 clusters Score -2418492 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2419047.250000 Penalty: 5057.442383
	Iteration 10Q: 3 clusters Score -2419047 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2419290.250000 Penalty: 5057.442383
	Iteration 11Q: 3 clusters Score -2419290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2419401.000000 Penalty: 5057.442383
	Iteration 12Q: 3 clusters Score -2419401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2419454.250000 Penalty: 5057.442383
	Iteration 13Q: 3 clusters Score -2419454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2419487.250000 Penalty: 5057.442383
	Iteration 14Q: 3 clusters Score -2419487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2419510.500000 Penalty: 5057.442383
	Iteration 15Q: 3 clusters Score -2419510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2419515.250000 Penalty: 5057.442383
	Iteration 16Q: 3 clusters Score -2419515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2419526.250000 Penalty: 5057.442383
	Iteration 17Q: 3 clusters Score -2419526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2419542.500000 Penalty: 5057.442383
	Iteration 18Q: 3 clusters Score -2419542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2419548.750000 Penalty: 5057.442383
	Iteration 19Q: 3 clusters Score -2419549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2419556.250000 Penalty: 5057.442383
	Iteration 20F: 3 clusters Score -2419556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2419562.750000 Penalty: 5057.442383
	Iteration 21Q: 3 clusters Score -2419563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2419567.500000 Penalty: 5057.442383
	Iteration 22Q: 3 clusters Score -2419568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2419568.500000 Penalty: 5057.442383
	Iteration 23Q: 3 clusters Score -2419568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2419571.000000 Penalty: 5057.442383
	Iteration 24Q: 3 clusters Score -2419571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2419569.750000 Penalty: 5057.442383
	Iteration 25Q: 3 clusters Score -2419570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2419575.500000 Penalty: 5057.442383
	Iteration 26Q: 3 clusters Score -2419576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2419580.250000 Penalty: 5057.442383
	Iteration 27Q: 3 clusters Score -2419580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2419580.250000 Penalty: 5057.442383
	Iteration 28F: 3 clusters Score -2419580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Entering Unmasked Estep 
Score: -2436101.000000 Penalty: 2545.114746
	Iteration 0F: 2 clusters Score -2436101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2416408.000000 Penalty: 5090.229492
	Iteration 0F: 3 clusters Score -2416408 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2423311.500000 Penalty: 5090.229492
	Iteration 1F: 3 clusters Score -2423312 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2423695.000000 Penalty: 5090.229492
	Iteration 2Q: 3 clusters Score -2423695 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2423994.250000 Penalty: 5090.229492
	Iteration 3Q: 3 clusters Score -2423994 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2424267.750000 Penalty: 5090.229492
	Iteration 4Q: 3 clusters Score -2424268 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2424515.000000 Penalty: 5090.229492
	Iteration 5Q: 3 clusters Score -2424515 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2424810.250000 Penalty: 5090.229492
	Iteration 6Q: 3 clusters Score -2424810 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2425195.000000 Penalty: 5090.229492
	Iteration 7Q: 3 clusters Score -2425195 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2425659.750000 Penalty: 5090.229492
	Iteration 8Q: 3 clusters Score -2425660 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2426277.250000 Penalty: 5090.229492
	Iteration 9Q: 3 clusters Score -2426277 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2427058.750000 Penalty: 5090.229492
	Iteration 10Q: 3 clusters Score -2427059 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2428111.500000 Penalty: 5090.229492
	Iteration 11F: 3 clusters Score -2428112 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2429308.500000 Penalty: 5090.229492
	Iteration 12F: 3 clusters Score -2429308 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2430363.500000 Penalty: 5090.229492
	Iteration 13F: 3 clusters Score -2430364 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2431130.250000 Penalty: 5090.229492
	Iteration 14Q: 3 clusters Score -2431130 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2431582.250000 Penalty: 5090.229492
	Iteration 15Q: 3 clusters Score -2431582 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2431812.000000 Penalty: 5090.229492
	Iteration 16Q: 3 clusters Score -2431812 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2431940.750000 Penalty: 5090.229492
	Iteration 17Q: 3 clusters Score -2431941 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2432007.000000 Penalty: 5090.229492
	Iteration 18Q: 3 clusters Score -2432007 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2432050.500000 Penalty: 5090.229492
	Iteration 19Q: 3 clusters Score -2432050 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2432076.750000 Penalty: 5090.229492
	Iteration 20F: 3 clusters Score -2432077 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2432090.500000 Penalty: 5090.229492
	Iteration 21Q: 3 clusters Score -2432090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2432114.500000 Penalty: 5090.229492
	Iteration 22Q: 3 clusters Score -2432114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2432137.500000 Penalty: 5090.229492
	Iteration 23Q: 3 clusters Score -2432138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2432146.750000 Penalty: 5090.229492
	Iteration 24Q: 3 clusters Score -2432147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2432163.750000 Penalty: 5090.229492
	Iteration 25Q: 3 clusters Score -2432164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2432175.500000 Penalty: 5090.229492
	Iteration 26Q: 3 clusters Score -2432176 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2432188.750000 Penalty: 5090.229492
	Iteration 27Q: 3 clusters Score -2432189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2432195.750000 Penalty: 5090.229492
	Iteration 28Q: 3 clusters Score -2432196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2432207.250000 Penalty: 5090.229492
	Iteration 29Q: 3 clusters Score -2432207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2432218.250000 Penalty: 5090.229492
	Iteration 30Q: 3 clusters Score -2432218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2432217.750000 Penalty: 5090.229492
	Iteration 31Q: 3 clusters Score -2432218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2432229.750000 Penalty: 5090.229492
	Iteration 32Q: 3 clusters Score -2432230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2432237.500000 Penalty: 5090.229492
	Iteration 33Q: 3 clusters Score -2432238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2432237.500000 Penalty: 5090.229492
	Iteration 34Q: 3 clusters Score -2432238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2432238.500000 Penalty: 5090.229492
	Iteration 35Q: 3 clusters Score -2432238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2432252.500000 Penalty: 5090.229492
	Iteration 36Q: 3 clusters Score -2432252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2432274.250000 Penalty: 5090.229492
	Iteration 37Q: 3 clusters Score -2432274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2432270.000000 Penalty: 5090.229492
	Iteration 38Q: 3 clusters Score -2432270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2432281.000000 Penalty: 5090.229492
	Iteration 39Q: 3 clusters Score -2432281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2432281.000000 Penalty: 5090.229492
	Iteration 40F: 3 clusters Score -2432281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2432282.500000 Penalty: 5090.229492
	Iteration 41Q: 3 clusters Score -2432282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2432286.500000 Penalty: 5090.229492
	Iteration 42Q: 3 clusters Score -2432286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2432289.250000 Penalty: 5090.229492
	Iteration 43Q: 3 clusters Score -2432289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2432296.000000 Penalty: 5090.229492
	Iteration 44Q: 3 clusters Score -2432296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2432302.750000 Penalty: 5090.229492
	Iteration 45Q: 3 clusters Score -2432303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2432307.500000 Penalty: 5090.229492
	Iteration 46Q: 3 clusters Score -2432308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2432310.750000 Penalty: 5090.229492
	Iteration 47Q: 3 clusters Score -2432311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2432312.750000 Penalty: 5090.229492
	Iteration 48Q: 3 clusters Score -2432313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2432316.000000 Penalty: 5090.229492
	Iteration 49Q: 3 clusters Score -2432316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2432324.750000 Penalty: 5090.229492
	Iteration 50Q: 3 clusters Score -2432325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2432328.250000 Penalty: 5090.229492
	Iteration 51Q: 3 clusters Score -2432328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2432322.750000 Penalty: 5090.229492
	Iteration 52Q: 3 clusters Score -2432323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2432331.750000 Penalty: 5090.229492
	Iteration 53Q: 3 clusters Score -2432332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2432341.500000 Penalty: 5090.229492
	Iteration 54Q: 3 clusters Score -2432342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2432346.250000 Penalty: 5090.229492
	Iteration 55Q: 3 clusters Score -2432346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2432357.000000 Penalty: 5090.229492
	Iteration 56Q: 3 clusters Score -2432357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2432360.500000 Penalty: 5090.229492
	Iteration 57Q: 3 clusters Score -2432360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2432359.250000 Penalty: 5090.229492
	Iteration 58Q: 3 clusters Score -2432359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2432377.500000 Penalty: 5090.229492
	Iteration 59Q: 3 clusters Score -2432378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2432379.250000 Penalty: 5090.229492
	Iteration 60F: 3 clusters Score -2432379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2432387.250000 Penalty: 5090.229492
	Iteration 61Q: 3 clusters Score -2432387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2432401.000000 Penalty: 5090.229492
	Iteration 62Q: 3 clusters Score -2432401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2432394.750000 Penalty: 5090.229492
	Iteration 63Q: 3 clusters Score -2432395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2432403.000000 Penalty: 5090.229492
	Iteration 64Q: 3 clusters Score -2432403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2432421.250000 Penalty: 5090.229492
	Iteration 65Q: 3 clusters Score -2432421 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2432426.750000 Penalty: 5090.229492
	Iteration 66Q: 3 clusters Score -2432427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2432437.500000 Penalty: 5090.229492
	Iteration 67Q: 3 clusters Score -2432438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2432445.250000 Penalty: 5090.229492
	Iteration 68Q: 3 clusters Score -2432445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2432450.750000 Penalty: 5090.229492
	Iteration 69Q: 3 clusters Score -2432451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2432461.500000 Penalty: 5090.229492
	Iteration 70Q: 3 clusters Score -2432462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2432472.250000 Penalty: 5090.229492
	Iteration 71Q: 3 clusters Score -2432472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2432471.750000 Penalty: 5090.229492
	Iteration 72Q: 3 clusters Score -2432472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2432471.750000 Penalty: 5090.229492
	Iteration 73Q: 3 clusters Score -2432472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -2432476.000000 Penalty: 5090.229492
	Iteration 74Q: 3 clusters Score -2432476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2432488.250000 Penalty: 5090.229492
	Iteration 75Q: 3 clusters Score -2432488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2432489.500000 Penalty: 5090.229492
	Iteration 76Q: 3 clusters Score -2432490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2432495.750000 Penalty: 5090.229492
	Iteration 77Q: 3 clusters Score -2432496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2432505.750000 Penalty: 5090.229492
	Iteration 78Q: 3 clusters Score -2432506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2432511.000000 Penalty: 5090.229492
	Iteration 79Q: 3 clusters Score -2432511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2432516.250000 Penalty: 5090.229492
	Iteration 80F: 3 clusters Score -2432516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2432525.000000 Penalty: 5090.229492
	Iteration 81Q: 3 clusters Score -2432525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2432525.750000 Penalty: 5090.229492
	Iteration 82Q: 3 clusters Score -2432526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2432530.500000 Penalty: 5090.229492
	Iteration 83Q: 3 clusters Score -2432530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2432538.750000 Penalty: 5090.229492
	Iteration 84Q: 3 clusters Score -2432539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2432546.500000 Penalty: 5090.229492
	Iteration 85Q: 3 clusters Score -2432546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2432551.250000 Penalty: 5090.229492
	Iteration 86Q: 3 clusters Score -2432551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2432577.000000 Penalty: 5090.229492
	Iteration 87Q: 3 clusters Score -2432577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2432584.750000 Penalty: 5090.229492
	Iteration 88Q: 3 clusters Score -2432585 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2432596.250000 Penalty: 5090.229492
	Iteration 89Q: 3 clusters Score -2432596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2432600.250000 Penalty: 5090.229492
	Iteration 90Q: 3 clusters Score -2432600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2432614.500000 Penalty: 5090.229492
	Iteration 91Q: 3 clusters Score -2432614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2432629.500000 Penalty: 5090.229492
	Iteration 92Q: 3 clusters Score -2432630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2432629.250000 Penalty: 5090.229492
	Iteration 93Q: 3 clusters Score -2432629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2432631.750000 Penalty: 5090.229492
	Iteration 94Q: 3 clusters Score -2432632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2432638.250000 Penalty: 5090.229492
	Iteration 95Q: 3 clusters Score -2432638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2432641.000000 Penalty: 5090.229492
	Iteration 96Q: 3 clusters Score -2432641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2432654.500000 Penalty: 5090.229492
	Iteration 97Q: 3 clusters Score -2432654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2432667.250000 Penalty: 5090.229492
	Iteration 98Q: 3 clusters Score -2432667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2432670.500000 Penalty: 5090.229492
	Iteration 99Q: 3 clusters Score -2432670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2432678.750000 Penalty: 5090.229492
	Iteration 100F: 3 clusters Score -2432679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2432717.500000 Penalty: 5090.229492
	Iteration 101Q: 3 clusters Score -2432718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2432732.250000 Penalty: 5090.229492
	Iteration 102Q: 3 clusters Score -2432732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2432759.750000 Penalty: 5090.229492
	Iteration 103Q: 3 clusters Score -2432760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2432786.250000 Penalty: 5090.229492
	Iteration 104Q: 3 clusters Score -2432786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2432831.000000 Penalty: 5090.229492
	Iteration 105Q: 3 clusters Score -2432831 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2432884.500000 Penalty: 5090.229492
	Iteration 106Q: 3 clusters Score -2432884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2432936.000000 Penalty: 5090.229492
	Iteration 107Q: 3 clusters Score -2432936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2432996.000000 Penalty: 5090.229492
	Iteration 108Q: 3 clusters Score -2432996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2433055.000000 Penalty: 5090.229492
	Iteration 109Q: 3 clusters Score -2433055 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2433124.750000 Penalty: 5090.229492
	Iteration 110Q: 3 clusters Score -2433125 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2433198.000000 Penalty: 5090.229492
	Iteration 111Q: 3 clusters Score -2433198 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2433262.750000 Penalty: 5090.229492
	Iteration 112Q: 3 clusters Score -2433263 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2433345.000000 Penalty: 5090.229492
	Iteration 113Q: 3 clusters Score -2433345 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2433431.500000 Penalty: 5090.229492
	Iteration 114Q: 3 clusters Score -2433432 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -2433512.250000 Penalty: 5090.229492
	Iteration 115Q: 3 clusters Score -2433512 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2433587.250000 Penalty: 5090.229492
	Iteration 116Q: 3 clusters Score -2433587 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2433667.250000 Penalty: 5090.229492
	Iteration 117Q: 3 clusters Score -2433667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2433766.500000 Penalty: 5090.229492
	Iteration 118Q: 3 clusters Score -2433766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -2433877.000000 Penalty: 5090.229492
	Iteration 119Q: 3 clusters Score -2433877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2433969.250000 Penalty: 5090.229492
	Iteration 120F: 3 clusters Score -2433969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2434062.750000 Penalty: 5090.229492
	Iteration 121Q: 3 clusters Score -2434063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -2434143.500000 Penalty: 5090.229492
	Iteration 122Q: 3 clusters Score -2434144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2434217.750000 Penalty: 5090.229492
	Iteration 123Q: 3 clusters Score -2434218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -2434290.750000 Penalty: 5090.229492
	Iteration 124Q: 3 clusters Score -2434291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2434340.500000 Penalty: 5090.229492
	Iteration 125Q: 3 clusters Score -2434340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2434373.750000 Penalty: 5090.229492
	Iteration 126Q: 3 clusters Score -2434374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -2434396.500000 Penalty: 5090.229492
	Iteration 127Q: 3 clusters Score -2434396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2434409.000000 Penalty: 5090.229492
	Iteration 128Q: 3 clusters Score -2434409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2434424.750000 Penalty: 5090.229492
	Iteration 129Q: 3 clusters Score -2434425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2434431.250000 Penalty: 5090.229492
	Iteration 130Q: 3 clusters Score -2434431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -2434438.500000 Penalty: 5090.229492
	Iteration 131Q: 3 clusters Score -2434438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2434438.500000 Penalty: 5090.229492
	Iteration 132Q: 3 clusters Score -2434438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -2434442.750000 Penalty: 5090.229492
	Iteration 133Q: 3 clusters Score -2434443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -2434449.000000 Penalty: 5090.229492
	Iteration 134Q: 3 clusters Score -2434449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -2434456.500000 Penalty: 5090.229492
	Iteration 135Q: 3 clusters Score -2434456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2434450.250000 Penalty: 5090.229492
	Iteration 136Q: 3 clusters Score -2434450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2434453.500000 Penalty: 5090.229492
	Iteration 137Q: 3 clusters Score -2434454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2434451.750000 Penalty: 5090.229492
	Iteration 138Q: 3 clusters Score -2434452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2434451.750000 Penalty: 5090.229492
	Iteration 139F: 3 clusters Score -2434452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Entering Unmasked Estep 
Score: -2065661.875000 Penalty: 2500.193359
	Iteration 0F: 2 clusters Score -2065662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2048943.750000 Penalty: 5000.386719
	Iteration 0F: 3 clusters Score -2048944 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2055058.125000 Penalty: 5000.386719
	Iteration 1F: 3 clusters Score -2055058 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2055720.000000 Penalty: 5000.386719
	Iteration 2F: 3 clusters Score -2055720 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2056352.375000 Penalty: 5000.386719
	Iteration 3F: 3 clusters Score -2056352 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2056960.250000 Penalty: 5000.386719
	Iteration 4F: 3 clusters Score -2056960 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2057549.500000 Penalty: 5000.386719
	Iteration 5Q: 3 clusters Score -2057550 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2058108.625000 Penalty: 5000.386719
	Iteration 6Q: 3 clusters Score -2058109 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2058655.000000 Penalty: 5000.386719
	Iteration 7Q: 3 clusters Score -2058655 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2059119.750000 Penalty: 5000.386719
	Iteration 8Q: 3 clusters Score -2059120 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2059523.750000 Penalty: 5000.386719
	Iteration 9Q: 3 clusters Score -2059524 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2059925.250000 Penalty: 5000.386719
	Iteration 10Q: 3 clusters Score -2059925 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2060367.375000 Penalty: 5000.386719
	Iteration 11Q: 3 clusters Score -2060367 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2060797.750000 Penalty: 5000.386719
	Iteration 12Q: 3 clusters Score -2060798 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2061163.375000 Penalty: 5000.386719
	Iteration 13Q: 3 clusters Score -2061163 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2061409.375000 Penalty: 5000.386719
	Iteration 14Q: 3 clusters Score -2061409 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2061592.250000 Penalty: 5000.386719
	Iteration 15Q: 3 clusters Score -2061592 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2061748.875000 Penalty: 5000.386719
	Iteration 16Q: 3 clusters Score -2061749 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2061878.750000 Penalty: 5000.386719
	Iteration 17Q: 3 clusters Score -2061879 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2062034.875000 Penalty: 5000.386719
	Iteration 18Q: 3 clusters Score -2062035 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2062185.875000 Penalty: 5000.386719
	Iteration 19Q: 3 clusters Score -2062186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2062329.375000 Penalty: 5000.386719
	Iteration 20F: 3 clusters Score -2062329 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2062463.000000 Penalty: 5000.386719
	Iteration 21Q: 3 clusters Score -2062463 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2062598.750000 Penalty: 5000.386719
	Iteration 22Q: 3 clusters Score -2062599 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2062752.500000 Penalty: 5000.386719
	Iteration 23Q: 3 clusters Score -2062752 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2062882.375000 Penalty: 5000.386719
	Iteration 24Q: 3 clusters Score -2062882 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2063029.250000 Penalty: 5000.386719
	Iteration 25Q: 3 clusters Score -2063029 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2063153.375000 Penalty: 5000.386719
	Iteration 26Q: 3 clusters Score -2063153 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2063247.125000 Penalty: 5000.386719
	Iteration 27Q: 3 clusters Score -2063247 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2063338.250000 Penalty: 5000.386719
	Iteration 28Q: 3 clusters Score -2063338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2063440.000000 Penalty: 5000.386719
	Iteration 29Q: 3 clusters Score -2063440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2063529.125000 Penalty: 5000.386719
	Iteration 30Q: 3 clusters Score -2063529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2063624.125000 Penalty: 5000.386719
	Iteration 31Q: 3 clusters Score -2063624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2063702.875000 Penalty: 5000.386719
	Iteration 32Q: 3 clusters Score -2063703 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2063751.250000 Penalty: 5000.386719
	Iteration 33Q: 3 clusters Score -2063751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2063791.500000 Penalty: 5000.386719
	Iteration 34Q: 3 clusters Score -2063792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2063820.750000 Penalty: 5000.386719
	Iteration 35Q: 3 clusters Score -2063821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2063844.875000 Penalty: 5000.386719
	Iteration 36Q: 3 clusters Score -2063845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2063862.500000 Penalty: 5000.386719
	Iteration 37Q: 3 clusters Score -2063862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2063874.625000 Penalty: 5000.386719
	Iteration 38Q: 3 clusters Score -2063875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2063898.375000 Penalty: 5000.386719
	Iteration 39Q: 3 clusters Score -2063898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2063906.750000 Penalty: 5000.386719
	Iteration 40F: 3 clusters Score -2063907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2063905.375000 Penalty: 5000.386719
	Iteration 41Q: 3 clusters Score -2063905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2063915.750000 Penalty: 5000.386719
	Iteration 42Q: 3 clusters Score -2063916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2063920.125000 Penalty: 5000.386719
	Iteration 43Q: 3 clusters Score -2063920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2063924.750000 Penalty: 5000.386719
	Iteration 44Q: 3 clusters Score -2063925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2063927.625000 Penalty: 5000.386719
	Iteration 45Q: 3 clusters Score -2063928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2063936.000000 Penalty: 5000.386719
	Iteration 46Q: 3 clusters Score -2063936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2063937.000000 Penalty: 5000.386719
	Iteration 47Q: 3 clusters Score -2063937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2063938.875000 Penalty: 5000.386719
	Iteration 48Q: 3 clusters Score -2063939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2063946.625000 Penalty: 5000.386719
	Iteration 49Q: 3 clusters Score -2063947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2063954.375000 Penalty: 5000.386719
	Iteration 50Q: 3 clusters Score -2063954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2063955.625000 Penalty: 5000.386719
	Iteration 51Q: 3 clusters Score -2063956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -2063961.500000 Penalty: 5000.386719
	Iteration 52Q: 3 clusters Score -2063962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2063966.750000 Penalty: 5000.386719
	Iteration 53Q: 3 clusters Score -2063967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2063967.250000 Penalty: 5000.386719
	Iteration 54Q: 3 clusters Score -2063967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2063969.375000 Penalty: 5000.386719
	Iteration 55Q: 3 clusters Score -2063969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2063967.125000 Penalty: 5000.386719
	Iteration 56Q: 3 clusters Score -2063967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2063971.500000 Penalty: 5000.386719
	Iteration 57Q: 3 clusters Score -2063972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2063972.875000 Penalty: 5000.386719
	Iteration 58Q: 3 clusters Score -2063973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2063974.625000 Penalty: 5000.386719
	Iteration 59Q: 3 clusters Score -2063975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2063973.750000 Penalty: 5000.386719
	Iteration 60F: 3 clusters Score -2063974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Entering Unmasked Estep 
Score: -6069881.000000 Penalty: 2757.756592
	Iteration 0F: 2 clusters Score -6069881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -6024529.500000 Penalty: 5515.513184
	Iteration 0F: 3 clusters Score -6024530 nChanged 31724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6042640.000000 Penalty: 5515.513184
	Iteration 1F: 3 clusters Score -6042640 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -6043548.500000 Penalty: 5515.513184
	Iteration 2Q: 3 clusters Score -6043548 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6044605.500000 Penalty: 5515.513184
	Iteration 3Q: 3 clusters Score -6044606 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6045938.000000 Penalty: 5515.513184
	Iteration 4Q: 3 clusters Score -6045938 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6047437.000000 Penalty: 5515.513184
	Iteration 5Q: 3 clusters Score -6047437 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6049126.500000 Penalty: 5515.513184
	Iteration 6F: 3 clusters Score -6049126 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -6051247.000000 Penalty: 5515.513184
	Iteration 7F: 3 clusters Score -6051247 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6054256.500000 Penalty: 5515.513184
	Iteration 8F: 3 clusters Score -6054256 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6057849.000000 Penalty: 5515.513184
	Iteration 9F: 3 clusters Score -6057849 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6060867.500000 Penalty: 5515.513184
	Iteration 10F: 3 clusters Score -6060868 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -6062600.500000 Penalty: 5515.513184
	Iteration 11Q: 3 clusters Score -6062600 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -6063603.000000 Penalty: 5515.513184
	Iteration 12Q: 3 clusters Score -6063603 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -6064366.000000 Penalty: 5515.513184
	Iteration 13Q: 3 clusters Score -6064366 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -6064968.500000 Penalty: 5515.513184
	Iteration 14Q: 3 clusters Score -6064968 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -6065508.000000 Penalty: 5515.513184
	Iteration 15Q: 3 clusters Score -6065508 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -6065960.500000 Penalty: 5515.513184
	Iteration 16Q: 3 clusters Score -6065960 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -6066339.000000 Penalty: 5515.513184
	Iteration 17Q: 3 clusters Score -6066339 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -6066669.500000 Penalty: 5515.513184
	Iteration 18Q: 3 clusters Score -6066670 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -6066962.500000 Penalty: 5515.513184
	Iteration 19Q: 3 clusters Score -6066962 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -6067206.500000 Penalty: 5515.513184
	Iteration 20F: 3 clusters Score -6067206 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -6067368.500000 Penalty: 5515.513184
	Iteration 21Q: 3 clusters Score -6067368 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -6067580.500000 Penalty: 5515.513184
	Iteration 22Q: 3 clusters Score -6067580 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -6067717.000000 Penalty: 5515.513184
	Iteration 23Q: 3 clusters Score -6067717 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -6067841.000000 Penalty: 5515.513184
	Iteration 24Q: 3 clusters Score -6067841 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -6067962.000000 Penalty: 5515.513184
	Iteration 25Q: 3 clusters Score -6067962 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -6068033.500000 Penalty: 5515.513184
	Iteration 26Q: 3 clusters Score -6068034 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -6068087.500000 Penalty: 5515.513184
	Iteration 27Q: 3 clusters Score -6068088 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -6068128.000000 Penalty: 5515.513184
	Iteration 28Q: 3 clusters Score -6068128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -6068177.500000 Penalty: 5515.513184
	Iteration 29Q: 3 clusters Score -6068178 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -6068239.000000 Penalty: 5515.513184
	Iteration 30Q: 3 clusters Score -6068239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -6068294.500000 Penalty: 5515.513184
	Iteration 31Q: 3 clusters Score -6068294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -6068325.500000 Penalty: 5515.513184
	Iteration 32Q: 3 clusters Score -6068326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -6068347.500000 Penalty: 5515.513184
	Iteration 33Q: 3 clusters Score -6068348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -6068378.000000 Penalty: 5515.513184
	Iteration 34Q: 3 clusters Score -6068378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -6068389.500000 Penalty: 5515.513184
	Iteration 35Q: 3 clusters Score -6068390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -6068405.000000 Penalty: 5515.513184
	Iteration 36Q: 3 clusters Score -6068405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -6068408.500000 Penalty: 5515.513184
	Iteration 37Q: 3 clusters Score -6068408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -6068427.500000 Penalty: 5515.513184
	Iteration 38Q: 3 clusters Score -6068428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -6068429.000000 Penalty: 5515.513184
	Iteration 39Q: 3 clusters Score -6068429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -6068442.500000 Penalty: 5515.513184
	Iteration 40F: 3 clusters Score -6068442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -6068451.000000 Penalty: 5515.513184
	Iteration 41Q: 3 clusters Score -6068451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -6068460.500000 Penalty: 5515.513184
	Iteration 42Q: 3 clusters Score -6068460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -6068464.500000 Penalty: 5515.513184
	Iteration 43Q: 3 clusters Score -6068464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -6068466.500000 Penalty: 5515.513184
	Iteration 44Q: 3 clusters Score -6068466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -6068467.500000 Penalty: 5515.513184
	Iteration 45Q: 3 clusters Score -6068468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -6068460.000000 Penalty: 5515.513184
	Iteration 46Q: 3 clusters Score -6068460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -6068469.500000 Penalty: 5515.513184
	Iteration 47Q: 3 clusters Score -6068470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -6068465.500000 Penalty: 5515.513184
	Iteration 48Q: 3 clusters Score -6068466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -6068474.500000 Penalty: 5515.513184
	Iteration 49Q: 3 clusters Score -6068474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -6068479.500000 Penalty: 5515.513184
	Iteration 50Q: 3 clusters Score -6068480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -6068468.500000 Penalty: 5515.513184
	Iteration 51Q: 3 clusters Score -6068468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -6068471.000000 Penalty: 5515.513184
	Iteration 52Q: 3 clusters Score -6068471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -6068467.000000 Penalty: 5515.513184
	Iteration 53Q: 3 clusters Score -6068467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -6068462.500000 Penalty: 5515.513184
	Iteration 54Q: 3 clusters Score -6068462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -6068463.000000 Penalty: 5515.513184
	Iteration 55Q: 3 clusters Score -6068463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -6068463.000000 Penalty: 5515.513184
	Iteration 56Q: 3 clusters Score -6068463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -6068462.000000 Penalty: 5515.513184
	Iteration 57Q: 3 clusters Score -6068462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -6068463.000000 Penalty: 5515.513184
	Iteration 58Q: 3 clusters Score -6068463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -6068463.500000 Penalty: 5515.513184
	Iteration 59Q: 3 clusters Score -6068464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -6068469.500000 Penalty: 5515.513184
	Iteration 60F: 3 clusters Score -6068470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -6068479.000000 Penalty: 5515.513184
	Iteration 61Q: 3 clusters Score -6068479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -6068471.500000 Penalty: 5515.513184
	Iteration 62Q: 3 clusters Score -6068472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -6068473.000000 Penalty: 5515.513184
	Iteration 63Q: 3 clusters Score -6068473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -6068484.000000 Penalty: 5515.513184
	Iteration 64Q: 3 clusters Score -6068484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -6068478.000000 Penalty: 5515.513184
	Iteration 65Q: 3 clusters Score -6068478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -6068480.000000 Penalty: 5515.513184
	Iteration 66Q: 3 clusters Score -6068480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -6068483.500000 Penalty: 5515.513184
	Iteration 67Q: 3 clusters Score -6068484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -6068493.500000 Penalty: 5515.513184
	Iteration 68Q: 3 clusters Score -6068494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -6068494.500000 Penalty: 5515.513184
	Iteration 69Q: 3 clusters Score -6068494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -6068497.000000 Penalty: 5515.513184
	Iteration 70Q: 3 clusters Score -6068497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -6068499.500000 Penalty: 5515.513184
	Iteration 71Q: 3 clusters Score -6068500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -6068505.500000 Penalty: 5515.513184
	Iteration 72Q: 3 clusters Score -6068506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -6068511.000000 Penalty: 5515.513184
	Iteration 73Q: 3 clusters Score -6068511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -6068510.500000 Penalty: 5515.513184
	Iteration 74Q: 3 clusters Score -6068510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -6068510.500000 Penalty: 5515.513184
	Iteration 75F: 3 clusters Score -6068510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -128198.210938 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -128198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -125890.789062 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -125890.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -126393.054688 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -126393.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -126528.265625 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -126528.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -126614.757812 Penalty: 3670.101318
	Iteration 3F: 3 clusters Score -126614.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -126663.851562 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -126663.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126694.460938 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -126694.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -126720.820312 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -126720.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -126736.164062 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -126736.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -126748.218750 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -126748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126754.632812 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -126754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126759.875000 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -126759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -126764.281250 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -126764.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -126766.734375 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -126766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -126768.117188 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -126768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -126770.007812 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -126770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -126773.734375 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -126773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -126774.148438 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -126774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -126775.445312 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -126775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -126776.671875 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -126776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -126776.671875 Penalty: 3670.101318
	Iteration 19F: 3 clusters Score -126776.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -156321.593750 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -156321.6 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 1153 members 
Entering Unmasked Estep 
Score: -153548.453125 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -153548.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -154639.703125 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -154639.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -155457.015625 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -155457 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -157355.312500 Penalty: 3845.584473
	Iteration 3F: 3 clusters Score -157355.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -158846.765625 Penalty: 3845.584473
	Iteration 4F: 3 clusters Score -158846.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -159735.921875 Penalty: 3845.584473
	Iteration 5F: 3 clusters Score -159735.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -160312.968750 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -160313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -160610.968750 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -160611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -160662.890625 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -160662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -160676.593750 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -160676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -160680.625000 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -160680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -160680.625000 Penalty: 3845.584473
	Iteration 11F: 3 clusters Score -160680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 221988 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 24345 members 
Mstep: Class 27 contains 2082 members 
Entering Unmasked Estep 
Score: -146422064.000000 Penalty: 96083.218750
Splitting cluster 7 changes total score from -146420064.000000 to -146422064.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (16325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Entering Unmasked Estep 
Score: -1468156.500000 Penalty: 2405.712402
	Iteration 0F: 2 clusters Score -1468156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1456487.250000 Penalty: 4811.424805
	Iteration 0F: 3 clusters Score -1456487 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1460153.875000 Penalty: 4811.424805
	Iteration 1F: 3 clusters Score -1460154 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1460530.250000 Penalty: 4811.424805
	Iteration 2F: 3 clusters Score -1460530 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1460876.375000 Penalty: 4811.424805
	Iteration 3Q: 3 clusters Score -1460876 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1461223.750000 Penalty: 4811.424805
	Iteration 4Q: 3 clusters Score -1461224 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1461599.500000 Penalty: 4811.424805
	Iteration 5F: 3 clusters Score -1461600 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1462009.500000 Penalty: 4811.424805
	Iteration 6Q: 3 clusters Score -1462010 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1462533.375000 Penalty: 4811.424805
	Iteration 7F: 3 clusters Score -1462533 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1463118.375000 Penalty: 4811.424805
	Iteration 8F: 3 clusters Score -1463118 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1463833.250000 Penalty: 4811.424805
	Iteration 9F: 3 clusters Score -1463833 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1464507.750000 Penalty: 4811.424805
	Iteration 10F: 3 clusters Score -1464508 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1465056.500000 Penalty: 4811.424805
	Iteration 11Q: 3 clusters Score -1465056 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1465450.375000 Penalty: 4811.424805
	Iteration 12Q: 3 clusters Score -1465450 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1465691.750000 Penalty: 4811.424805
	Iteration 13Q: 3 clusters Score -1465692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1465847.875000 Penalty: 4811.424805
	Iteration 14Q: 3 clusters Score -1465848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1465934.750000 Penalty: 4811.424805
	Iteration 15Q: 3 clusters Score -1465935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1466001.625000 Penalty: 4811.424805
	Iteration 16Q: 3 clusters Score -1466002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1466043.125000 Penalty: 4811.424805
	Iteration 17Q: 3 clusters Score -1466043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1466080.875000 Penalty: 4811.424805
	Iteration 18Q: 3 clusters Score -1466081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1466103.250000 Penalty: 4811.424805
	Iteration 19Q: 3 clusters Score -1466103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1466117.125000 Penalty: 4811.424805
	Iteration 20F: 3 clusters Score -1466117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1466129.000000 Penalty: 4811.424805
	Iteration 21Q: 3 clusters Score -1466129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1466143.625000 Penalty: 4811.424805
	Iteration 22Q: 3 clusters Score -1466144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1466150.000000 Penalty: 4811.424805
	Iteration 23Q: 3 clusters Score -1466150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1466158.250000 Penalty: 4811.424805
	Iteration 24Q: 3 clusters Score -1466158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1466161.625000 Penalty: 4811.424805
	Iteration 25Q: 3 clusters Score -1466162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1466165.000000 Penalty: 4811.424805
	Iteration 26Q: 3 clusters Score -1466165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1466167.875000 Penalty: 4811.424805
	Iteration 27Q: 3 clusters Score -1466168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1466163.875000 Penalty: 4811.424805
	Iteration 28Q: 3 clusters Score -1466164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1466167.125000 Penalty: 4811.424805
	Iteration 29Q: 3 clusters Score -1466167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1466167.875000 Penalty: 4811.424805
	Iteration 30Q: 3 clusters Score -1466168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1466168.125000 Penalty: 4811.424805
	Iteration 31Q: 3 clusters Score -1466168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1466167.125000 Penalty: 4811.424805
	Iteration 32Q: 3 clusters Score -1466167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1466166.500000 Penalty: 4811.424805
	Iteration 33Q: 3 clusters Score -1466166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1466169.875000 Penalty: 4811.424805
	Iteration 34Q: 3 clusters Score -1466170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1466170.000000 Penalty: 4811.424805
	Iteration 35Q: 3 clusters Score -1466170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1466169.375000 Penalty: 4811.424805
	Iteration 36Q: 3 clusters Score -1466169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1466169.125000 Penalty: 4811.424805
	Iteration 37Q: 3 clusters Score -1466169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1466169.625000 Penalty: 4811.424805
	Iteration 38Q: 3 clusters Score -1466170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1466171.875000 Penalty: 4811.424805
	Iteration 39Q: 3 clusters Score -1466172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1466170.375000 Penalty: 4811.424805
	Iteration 40F: 3 clusters Score -1466170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -390670.593750 Penalty: 2104.505371
	Iteration 0F: 2 clusters Score -390670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -386259.968750 Penalty: 4209.010742
	Iteration 0F: 3 clusters Score -386260 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -387327.187500 Penalty: 4209.010742
	Iteration 1F: 3 clusters Score -387327.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -387602.000000 Penalty: 4209.010742
	Iteration 2F: 3 clusters Score -387602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -387839.343750 Penalty: 4209.010742
	Iteration 3F: 3 clusters Score -387839.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -388091.531250 Penalty: 4209.010742
	Iteration 4F: 3 clusters Score -388091.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -388315.750000 Penalty: 4209.010742
	Iteration 5F: 3 clusters Score -388315.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -388585.343750 Penalty: 4209.010742
	Iteration 6F: 3 clusters Score -388585.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -388977.218750 Penalty: 4209.010742
	Iteration 7F: 3 clusters Score -388977.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -389382.125000 Penalty: 4209.010742
	Iteration 8F: 3 clusters Score -389382.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -389666.125000 Penalty: 4209.010742
	Iteration 9F: 3 clusters Score -389666.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -389941.500000 Penalty: 4209.010742
	Iteration 10Q: 3 clusters Score -389941.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -390171.500000 Penalty: 4209.010742
	Iteration 11Q: 3 clusters Score -390171.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -390401.375000 Penalty: 4209.010742
	Iteration 12Q: 3 clusters Score -390401.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -390660.250000 Penalty: 4209.010742
	Iteration 13Q: 3 clusters Score -390660.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -390925.843750 Penalty: 4209.010742
	Iteration 14Q: 3 clusters Score -390925.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -391122.218750 Penalty: 4209.010742
	Iteration 15Q: 3 clusters Score -391122.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -391184.906250 Penalty: 4209.010742
	Iteration 16Q: 3 clusters Score -391184.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -391199.875000 Penalty: 4209.010742
	Iteration 17Q: 3 clusters Score -391199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -391204.062500 Penalty: 4209.010742
	Iteration 18Q: 3 clusters Score -391204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -391205.093750 Penalty: 4209.010742
	Iteration 19Q: 3 clusters Score -391205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -391206.343750 Penalty: 4209.010742
	Iteration 20F: 3 clusters Score -391206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -391207.062500 Penalty: 4209.010742
	Iteration 21Q: 3 clusters Score -391207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -391207.843750 Penalty: 4209.010742
	Iteration 22Q: 3 clusters Score -391207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -391207.843750 Penalty: 4209.010742
	Iteration 23F: 3 clusters Score -391207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 221988 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 24345 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 2460 members 
Entering Unmasked Estep 
Score: -146421104.000000 Penalty: 99641.851562
Splitting cluster 9 changes total score from -146420064.000000 to -146421104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (18326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Entering Unmasked Estep 
Score: -1599441.375000 Penalty: 2434.386963
	Iteration 0F: 2 clusters Score -1599441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1586527.125000 Penalty: 4868.773926
	Iteration 0F: 3 clusters Score -1586527 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1591015.125000 Penalty: 4868.773926
	Iteration 1F: 3 clusters Score -1591015 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1591555.750000 Penalty: 4868.773926
	Iteration 2F: 3 clusters Score -1591556 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1592040.625000 Penalty: 4868.773926
	Iteration 3F: 3 clusters Score -1592041 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1592517.000000 Penalty: 4868.773926
	Iteration 4F: 3 clusters Score -1592517 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1592929.750000 Penalty: 4868.773926
	Iteration 5Q: 3 clusters Score -1592930 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1593321.875000 Penalty: 4868.773926
	Iteration 6Q: 3 clusters Score -1593322 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1593757.250000 Penalty: 4868.773926
	Iteration 7Q: 3 clusters Score -1593757 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1594185.375000 Penalty: 4868.773926
	Iteration 8Q: 3 clusters Score -1594185 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1594637.375000 Penalty: 4868.773926
	Iteration 9Q: 3 clusters Score -1594637 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1595113.375000 Penalty: 4868.773926
	Iteration 10Q: 3 clusters Score -1595113 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1595593.375000 Penalty: 4868.773926
	Iteration 11Q: 3 clusters Score -1595593 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1595997.625000 Penalty: 4868.773926
	Iteration 12Q: 3 clusters Score -1595998 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1596269.250000 Penalty: 4868.773926
	Iteration 13Q: 3 clusters Score -1596269 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1596468.500000 Penalty: 4868.773926
	Iteration 14Q: 3 clusters Score -1596468 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1596619.125000 Penalty: 4868.773926
	Iteration 15Q: 3 clusters Score -1596619 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1596734.125000 Penalty: 4868.773926
	Iteration 16Q: 3 clusters Score -1596734 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1596809.125000 Penalty: 4868.773926
	Iteration 17Q: 3 clusters Score -1596809 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1596866.750000 Penalty: 4868.773926
	Iteration 18Q: 3 clusters Score -1596867 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1596919.500000 Penalty: 4868.773926
	Iteration 19Q: 3 clusters Score -1596920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1596962.750000 Penalty: 4868.773926
	Iteration 20F: 3 clusters Score -1596963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1596989.625000 Penalty: 4868.773926
	Iteration 21Q: 3 clusters Score -1596990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1597024.250000 Penalty: 4868.773926
	Iteration 22Q: 3 clusters Score -1597024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1597046.625000 Penalty: 4868.773926
	Iteration 23Q: 3 clusters Score -1597047 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1597067.875000 Penalty: 4868.773926
	Iteration 24Q: 3 clusters Score -1597068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1597085.250000 Penalty: 4868.773926
	Iteration 25Q: 3 clusters Score -1597085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1597095.250000 Penalty: 4868.773926
	Iteration 26Q: 3 clusters Score -1597095 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1597109.750000 Penalty: 4868.773926
	Iteration 27Q: 3 clusters Score -1597110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1597122.375000 Penalty: 4868.773926
	Iteration 28Q: 3 clusters Score -1597122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1597137.750000 Penalty: 4868.773926
	Iteration 29Q: 3 clusters Score -1597138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1597150.250000 Penalty: 4868.773926
	Iteration 30Q: 3 clusters Score -1597150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1597162.875000 Penalty: 4868.773926
	Iteration 31Q: 3 clusters Score -1597163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1597171.125000 Penalty: 4868.773926
	Iteration 32Q: 3 clusters Score -1597171 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1597182.000000 Penalty: 4868.773926
	Iteration 33Q: 3 clusters Score -1597182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1597189.750000 Penalty: 4868.773926
	Iteration 34Q: 3 clusters Score -1597190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1597204.375000 Penalty: 4868.773926
	Iteration 35Q: 3 clusters Score -1597204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1597202.000000 Penalty: 4868.773926
	Iteration 36Q: 3 clusters Score -1597202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1597207.375000 Penalty: 4868.773926
	Iteration 37Q: 3 clusters Score -1597207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1597211.625000 Penalty: 4868.773926
	Iteration 38Q: 3 clusters Score -1597212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1597216.750000 Penalty: 4868.773926
	Iteration 39Q: 3 clusters Score -1597217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1597219.125000 Penalty: 4868.773926
	Iteration 40F: 3 clusters Score -1597219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1597220.500000 Penalty: 4868.773926
	Iteration 41Q: 3 clusters Score -1597220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1597225.875000 Penalty: 4868.773926
	Iteration 42Q: 3 clusters Score -1597226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1597230.625000 Penalty: 4868.773926
	Iteration 43Q: 3 clusters Score -1597231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1597239.375000 Penalty: 4868.773926
	Iteration 44Q: 3 clusters Score -1597239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1597248.250000 Penalty: 4868.773926
	Iteration 45Q: 3 clusters Score -1597248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1597259.500000 Penalty: 4868.773926
	Iteration 46Q: 3 clusters Score -1597260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1597260.500000 Penalty: 4868.773926
	Iteration 47Q: 3 clusters Score -1597260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1597269.250000 Penalty: 4868.773926
	Iteration 48Q: 3 clusters Score -1597269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1597278.250000 Penalty: 4868.773926
	Iteration 49Q: 3 clusters Score -1597278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1597297.500000 Penalty: 4868.773926
	Iteration 50Q: 3 clusters Score -1597298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1597305.875000 Penalty: 4868.773926
	Iteration 51Q: 3 clusters Score -1597306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1597319.125000 Penalty: 4868.773926
	Iteration 52Q: 3 clusters Score -1597319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1597327.625000 Penalty: 4868.773926
	Iteration 53Q: 3 clusters Score -1597328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1597340.875000 Penalty: 4868.773926
	Iteration 54Q: 3 clusters Score -1597341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1597352.500000 Penalty: 4868.773926
	Iteration 55Q: 3 clusters Score -1597352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1597367.750000 Penalty: 4868.773926
	Iteration 56Q: 3 clusters Score -1597368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1597375.625000 Penalty: 4868.773926
	Iteration 57Q: 3 clusters Score -1597376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1597394.875000 Penalty: 4868.773926
	Iteration 58Q: 3 clusters Score -1597395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1597405.750000 Penalty: 4868.773926
	Iteration 59Q: 3 clusters Score -1597406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1597413.250000 Penalty: 4868.773926
	Iteration 60F: 3 clusters Score -1597413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1597428.125000 Penalty: 4868.773926
	Iteration 61Q: 3 clusters Score -1597428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1597439.125000 Penalty: 4868.773926
	Iteration 62Q: 3 clusters Score -1597439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1597444.750000 Penalty: 4868.773926
	Iteration 63Q: 3 clusters Score -1597445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1597452.500000 Penalty: 4868.773926
	Iteration 64Q: 3 clusters Score -1597452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1597454.500000 Penalty: 4868.773926
	Iteration 65Q: 3 clusters Score -1597454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1597466.375000 Penalty: 4868.773926
	Iteration 66Q: 3 clusters Score -1597466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1597480.500000 Penalty: 4868.773926
	Iteration 67Q: 3 clusters Score -1597480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1597491.000000 Penalty: 4868.773926
	Iteration 68Q: 3 clusters Score -1597491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1597502.000000 Penalty: 4868.773926
	Iteration 69Q: 3 clusters Score -1597502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1597509.000000 Penalty: 4868.773926
	Iteration 70Q: 3 clusters Score -1597509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1597518.750000 Penalty: 4868.773926
	Iteration 71Q: 3 clusters Score -1597519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1597520.250000 Penalty: 4868.773926
	Iteration 72Q: 3 clusters Score -1597520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1597519.250000 Penalty: 4868.773926
	Iteration 73Q: 3 clusters Score -1597519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1597524.375000 Penalty: 4868.773926
	Iteration 74Q: 3 clusters Score -1597524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1597522.250000 Penalty: 4868.773926
	Iteration 75Q: 3 clusters Score -1597522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1597527.875000 Penalty: 4868.773926
	Iteration 76Q: 3 clusters Score -1597528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1597528.500000 Penalty: 4868.773926
	Iteration 77Q: 3 clusters Score -1597528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1597533.250000 Penalty: 4868.773926
	Iteration 78Q: 3 clusters Score -1597533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1597534.750000 Penalty: 4868.773926
	Iteration 79Q: 3 clusters Score -1597535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1597535.375000 Penalty: 4868.773926
	Iteration 80F: 3 clusters Score -1597535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1597544.625000 Penalty: 4868.773926
	Iteration 81Q: 3 clusters Score -1597545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1597545.875000 Penalty: 4868.773926
	Iteration 82Q: 3 clusters Score -1597546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1597549.000000 Penalty: 4868.773926
	Iteration 83Q: 3 clusters Score -1597549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1597554.375000 Penalty: 4868.773926
	Iteration 84Q: 3 clusters Score -1597554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1597553.625000 Penalty: 4868.773926
	Iteration 85Q: 3 clusters Score -1597554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1597561.375000 Penalty: 4868.773926
	Iteration 86Q: 3 clusters Score -1597561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1597563.625000 Penalty: 4868.773926
	Iteration 87Q: 3 clusters Score -1597564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1597571.750000 Penalty: 4868.773926
	Iteration 88Q: 3 clusters Score -1597572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1597577.000000 Penalty: 4868.773926
	Iteration 89Q: 3 clusters Score -1597577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1597584.875000 Penalty: 4868.773926
	Iteration 90Q: 3 clusters Score -1597585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1597589.625000 Penalty: 4868.773926
	Iteration 91Q: 3 clusters Score -1597590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1597598.000000 Penalty: 4868.773926
	Iteration 92Q: 3 clusters Score -1597598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1597601.000000 Penalty: 4868.773926
	Iteration 93Q: 3 clusters Score -1597601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1597601.125000 Penalty: 4868.773926
	Iteration 94Q: 3 clusters Score -1597601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1597604.750000 Penalty: 4868.773926
	Iteration 95Q: 3 clusters Score -1597605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1597608.750000 Penalty: 4868.773926
	Iteration 96Q: 3 clusters Score -1597609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1597609.375000 Penalty: 4868.773926
	Iteration 97Q: 3 clusters Score -1597609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1597617.750000 Penalty: 4868.773926
	Iteration 98Q: 3 clusters Score -1597618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1597619.750000 Penalty: 4868.773926
	Iteration 99Q: 3 clusters Score -1597620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1597620.750000 Penalty: 4868.773926
	Iteration 100F: 3 clusters Score -1597621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1597623.125000 Penalty: 4868.773926
	Iteration 101Q: 3 clusters Score -1597623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1597621.125000 Penalty: 4868.773926
	Iteration 102Q: 3 clusters Score -1597621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1597622.625000 Penalty: 4868.773926
	Iteration 103Q: 3 clusters Score -1597623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1597626.125000 Penalty: 4868.773926
	Iteration 104Q: 3 clusters Score -1597626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1597625.875000 Penalty: 4868.773926
	Iteration 105Q: 3 clusters Score -1597626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1597630.250000 Penalty: 4868.773926
	Iteration 106Q: 3 clusters Score -1597630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1597629.125000 Penalty: 4868.773926
	Iteration 107Q: 3 clusters Score -1597629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1597629.750000 Penalty: 4868.773926
	Iteration 108Q: 3 clusters Score -1597630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1597632.125000 Penalty: 4868.773926
	Iteration 109Q: 3 clusters Score -1597632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1597634.125000 Penalty: 4868.773926
	Iteration 110Q: 3 clusters Score -1597634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1597635.250000 Penalty: 4868.773926
	Iteration 111Q: 3 clusters Score -1597635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1597634.875000 Penalty: 4868.773926
	Iteration 112Q: 3 clusters Score -1597635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1597637.750000 Penalty: 4868.773926
	Iteration 113Q: 3 clusters Score -1597638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1597638.500000 Penalty: 4868.773926
	Iteration 114Q: 3 clusters Score -1597638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1597635.375000 Penalty: 4868.773926
	Iteration 115Q: 3 clusters Score -1597635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1597637.000000 Penalty: 4868.773926
	Iteration 116Q: 3 clusters Score -1597637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1597633.500000 Penalty: 4868.773926
	Iteration 117Q: 3 clusters Score -1597634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1597637.500000 Penalty: 4868.773926
	Iteration 118Q: 3 clusters Score -1597638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1597637.500000 Penalty: 4868.773926
	Iteration 119F: 3 clusters Score -1597638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (511253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511253 members 
Entering Unmasked Estep 
Score: -44845712.000000 Penalty: 3259.865723
	Iteration 0F: 2 clusters Score -4.484571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256182 members 
Mstep: Class 2 contains 255071 members 
Entering Unmasked Estep 
Score: -44520576.000000 Penalty: 6519.731445
	Iteration 0F: 3 clusters Score -4.452058e+07 nChanged 249047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277591 members 
Mstep: Class 2 contains 233662 members 
Entering Unmasked Estep 
Score: -44671056.000000 Penalty: 6519.731445
	Iteration 1F: 3 clusters Score -4.467106e+07 nChanged 18184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292057 members 
Mstep: Class 2 contains 219196 members 
Entering Unmasked Estep 
Score: -44676804.000000 Penalty: 6519.731445
	Iteration 2Q: 3 clusters Score -4.46768e+07 nChanged 24745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314288 members 
Mstep: Class 2 contains 196965 members 
Entering Unmasked Estep 
Score: -44687876.000000 Penalty: 6519.731445
	Iteration 3Q: 3 clusters Score -4.468788e+07 nChanged 33783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346639 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -44708044.000000 Penalty: 6519.731445
	Iteration 4F: 3 clusters Score -4.470804e+07 nChanged 43733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389556 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -44739852.000000 Penalty: 6519.731445
	Iteration 5F: 3 clusters Score -4.473985e+07 nChanged 47252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436382 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -44778976.000000 Penalty: 6519.731445
	Iteration 6F: 3 clusters Score -4.477898e+07 nChanged 38428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474630 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -44811856.000000 Penalty: 6519.731445
	Iteration 7F: 3 clusters Score -4.481186e+07 nChanged 21964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496552 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -44831304.000000 Penalty: 6519.731445
	Iteration 8Q: 3 clusters Score -4.48313e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505739 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -44839004.000000 Penalty: 6519.731445
	Iteration 9Q: 3 clusters Score -4.4839e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508945 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -44841512.000000 Penalty: 6519.731445
	Iteration 10Q: 3 clusters Score -4.484151e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510000 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -44842364.000000 Penalty: 6519.731445
	Iteration 11Q: 3 clusters Score -4.484236e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510365 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -44842744.000000 Penalty: 6519.731445
	Iteration 12Q: 3 clusters Score -4.484274e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -44842880.000000 Penalty: 6519.731445
	Iteration 13Q: 3 clusters Score -4.484288e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510585 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -44842928.000000 Penalty: 6519.731445
	Iteration 14Q: 3 clusters Score -4.484293e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510608 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -44842992.000000 Penalty: 6519.731445
	Iteration 15Q: 3 clusters Score -4.484299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44843016.000000 Penalty: 6519.731445
	Iteration 16Q: 3 clusters Score -4.484302e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510628 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -44843012.000000 Penalty: 6519.731445
	Iteration 17Q: 3 clusters Score -4.484301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510625 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -44843028.000000 Penalty: 6519.731445
	Iteration 18Q: 3 clusters Score -4.484303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510618 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -44843060.000000 Penalty: 6519.731445
	Iteration 19Q: 3 clusters Score -4.484306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44843040.000000 Penalty: 6519.731445
	Iteration 20F: 3 clusters Score -4.484304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510606 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44843044.000000 Penalty: 6519.731445
	Iteration 21Q: 3 clusters Score -4.484304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510604 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -44843044.000000 Penalty: 6519.731445
	Iteration 22Q: 3 clusters Score -4.484304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510599 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -44843056.000000 Penalty: 6519.731445
	Iteration 23Q: 3 clusters Score -4.484306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510605 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -44843048.000000 Penalty: 6519.731445
	Iteration 24Q: 3 clusters Score -4.484305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44843084.000000 Penalty: 6519.731445
	Iteration 25Q: 3 clusters Score -4.484308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44843092.000000 Penalty: 6519.731445
	Iteration 26Q: 3 clusters Score -4.484309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510608 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -44843056.000000 Penalty: 6519.731445
	Iteration 27Q: 3 clusters Score -4.484306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510601 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -44843060.000000 Penalty: 6519.731445
	Iteration 28Q: 3 clusters Score -4.484306e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510592 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -44843104.000000 Penalty: 6519.731445
	Iteration 29Q: 3 clusters Score -4.48431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510575 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -44843112.000000 Penalty: 6519.731445
	Iteration 30Q: 3 clusters Score -4.484311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510571 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -44843096.000000 Penalty: 6519.731445
	Iteration 31Q: 3 clusters Score -4.48431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -44843112.000000 Penalty: 6519.731445
	Iteration 32Q: 3 clusters Score -4.484311e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510537 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -44843156.000000 Penalty: 6519.731445
	Iteration 33Q: 3 clusters Score -4.484316e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510520 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -44843220.000000 Penalty: 6519.731445
	Iteration 34Q: 3 clusters Score -4.484322e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510494 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -44843280.000000 Penalty: 6519.731445
	Iteration 35Q: 3 clusters Score -4.484328e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510454 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -44843348.000000 Penalty: 6519.731445
	Iteration 36Q: 3 clusters Score -4.484335e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510401 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -44843408.000000 Penalty: 6519.731445
	Iteration 37Q: 3 clusters Score -4.484341e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510331 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -44843452.000000 Penalty: 6519.731445
	Iteration 38Q: 3 clusters Score -4.484345e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510270 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -44843548.000000 Penalty: 6519.731445
	Iteration 39Q: 3 clusters Score -4.484355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510188 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -44843652.000000 Penalty: 6519.731445
	Iteration 40F: 3 clusters Score -4.484365e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510104 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -44843640.000000 Penalty: 6519.731445
	Iteration 41Q: 3 clusters Score -4.484364e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510013 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -44843720.000000 Penalty: 6519.731445
	Iteration 42Q: 3 clusters Score -4.484372e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509936 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -44843760.000000 Penalty: 6519.731445
	Iteration 43Q: 3 clusters Score -4.484376e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509862 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -44843772.000000 Penalty: 6519.731445
	Iteration 44Q: 3 clusters Score -4.484377e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509780 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -44843836.000000 Penalty: 6519.731445
	Iteration 45Q: 3 clusters Score -4.484384e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509668 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -44843936.000000 Penalty: 6519.731445
	Iteration 46Q: 3 clusters Score -4.484394e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509538 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -44844000.000000 Penalty: 6519.731445
	Iteration 47Q: 3 clusters Score -4.4844e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509407 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -44844112.000000 Penalty: 6519.731445
	Iteration 48Q: 3 clusters Score -4.484411e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509258 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -44844156.000000 Penalty: 6519.731445
	Iteration 49Q: 3 clusters Score -4.484416e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509124 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -44844232.000000 Penalty: 6519.731445
	Iteration 50Q: 3 clusters Score -4.484423e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509010 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -44844344.000000 Penalty: 6519.731445
	Iteration 51Q: 3 clusters Score -4.484434e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508911 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -44844368.000000 Penalty: 6519.731445
	Iteration 52Q: 3 clusters Score -4.484437e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508823 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -44844436.000000 Penalty: 6519.731445
	Iteration 53Q: 3 clusters Score -4.484444e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508748 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -44844464.000000 Penalty: 6519.731445
	Iteration 54Q: 3 clusters Score -4.484446e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508684 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -44844504.000000 Penalty: 6519.731445
	Iteration 55Q: 3 clusters Score -4.48445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508629 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -44844532.000000 Penalty: 6519.731445
	Iteration 56Q: 3 clusters Score -4.484453e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508588 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -44844596.000000 Penalty: 6519.731445
	Iteration 57Q: 3 clusters Score -4.48446e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508547 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -44844588.000000 Penalty: 6519.731445
	Iteration 58Q: 3 clusters Score -4.484459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508518 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -44844604.000000 Penalty: 6519.731445
	Iteration 59Q: 3 clusters Score -4.48446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508483 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -44844648.000000 Penalty: 6519.731445
	Iteration 60F: 3 clusters Score -4.484465e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508360 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -44844712.000000 Penalty: 6519.731445
	Iteration 61Q: 3 clusters Score -4.484471e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508251 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -44844776.000000 Penalty: 6519.731445
	Iteration 62Q: 3 clusters Score -4.484478e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508149 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -44844840.000000 Penalty: 6519.731445
	Iteration 63Q: 3 clusters Score -4.484484e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508036 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -44844872.000000 Penalty: 6519.731445
	Iteration 64Q: 3 clusters Score -4.484487e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507919 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -44844908.000000 Penalty: 6519.731445
	Iteration 65Q: 3 clusters Score -4.484491e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507824 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -44844920.000000 Penalty: 6519.731445
	Iteration 66Q: 3 clusters Score -4.484492e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507736 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -44844992.000000 Penalty: 6519.731445
	Iteration 67Q: 3 clusters Score -4.484499e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507642 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -44844972.000000 Penalty: 6519.731445
	Iteration 68Q: 3 clusters Score -4.484497e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507558 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -44845028.000000 Penalty: 6519.731445
	Iteration 69Q: 3 clusters Score -4.484503e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507477 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -44845044.000000 Penalty: 6519.731445
	Iteration 70Q: 3 clusters Score -4.484504e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507403 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -44845072.000000 Penalty: 6519.731445
	Iteration 71Q: 3 clusters Score -4.484507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507351 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -44845104.000000 Penalty: 6519.731445
	Iteration 72Q: 3 clusters Score -4.48451e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507299 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -44845144.000000 Penalty: 6519.731445
	Iteration 73Q: 3 clusters Score -4.484514e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507245 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -44845164.000000 Penalty: 6519.731445
	Iteration 74Q: 3 clusters Score -4.484516e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507189 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -44845176.000000 Penalty: 6519.731445
	Iteration 75Q: 3 clusters Score -4.484518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507140 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -44845256.000000 Penalty: 6519.731445
	Iteration 76Q: 3 clusters Score -4.484526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507091 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -44845292.000000 Penalty: 6519.731445
	Iteration 77Q: 3 clusters Score -4.484529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507055 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -44845264.000000 Penalty: 6519.731445
	Iteration 78Q: 3 clusters Score -4.484526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507025 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -44845272.000000 Penalty: 6519.731445
	Iteration 79Q: 3 clusters Score -4.484527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507004 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -44845300.000000 Penalty: 6519.731445
	Iteration 80F: 3 clusters Score -4.48453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506991 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -44845280.000000 Penalty: 6519.731445
	Iteration 81Q: 3 clusters Score -4.484528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506973 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -44845272.000000 Penalty: 6519.731445
	Iteration 82Q: 3 clusters Score -4.484527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506952 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -44845296.000000 Penalty: 6519.731445
	Iteration 83Q: 3 clusters Score -4.48453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506937 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -44845300.000000 Penalty: 6519.731445
	Iteration 84Q: 3 clusters Score -4.48453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506917 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -44845276.000000 Penalty: 6519.731445
	Iteration 85Q: 3 clusters Score -4.484528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506908 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -44845280.000000 Penalty: 6519.731445
	Iteration 86Q: 3 clusters Score -4.484528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506898 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -44845256.000000 Penalty: 6519.731445
	Iteration 87Q: 3 clusters Score -4.484526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506887 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -44845276.000000 Penalty: 6519.731445
	Iteration 88Q: 3 clusters Score -4.484528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506870 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -44845288.000000 Penalty: 6519.731445
	Iteration 89Q: 3 clusters Score -4.484529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506853 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -44845296.000000 Penalty: 6519.731445
	Iteration 90Q: 3 clusters Score -4.48453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506835 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -44845336.000000 Penalty: 6519.731445
	Iteration 91Q: 3 clusters Score -4.484534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506816 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -44845332.000000 Penalty: 6519.731445
	Iteration 92Q: 3 clusters Score -4.484533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506800 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -44845356.000000 Penalty: 6519.731445
	Iteration 93Q: 3 clusters Score -4.484536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506784 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -44845332.000000 Penalty: 6519.731445
	Iteration 94Q: 3 clusters Score -4.484533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506771 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -44845360.000000 Penalty: 6519.731445
	Iteration 95Q: 3 clusters Score -4.484536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506761 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -44845392.000000 Penalty: 6519.731445
	Iteration 96Q: 3 clusters Score -4.484539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506751 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -44845416.000000 Penalty: 6519.731445
	Iteration 97Q: 3 clusters Score -4.484542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506749 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -44845400.000000 Penalty: 6519.731445
	Iteration 98Q: 3 clusters Score -4.48454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506747 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -44845408.000000 Penalty: 6519.731445
	Iteration 99Q: 3 clusters Score -4.484541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506741 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -44845392.000000 Penalty: 6519.731445
	Iteration 100F: 3 clusters Score -4.484539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506735 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -44845412.000000 Penalty: 6519.731445
	Iteration 101Q: 3 clusters Score -4.484541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506725 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -44845424.000000 Penalty: 6519.731445
	Iteration 102Q: 3 clusters Score -4.484542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506721 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -44845428.000000 Penalty: 6519.731445
	Iteration 103Q: 3 clusters Score -4.484543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506717 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -44845428.000000 Penalty: 6519.731445
	Iteration 104Q: 3 clusters Score -4.484543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506709 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -44845452.000000 Penalty: 6519.731445
	Iteration 105Q: 3 clusters Score -4.484545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506704 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -44845456.000000 Penalty: 6519.731445
	Iteration 106Q: 3 clusters Score -4.484546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506697 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -44845468.000000 Penalty: 6519.731445
	Iteration 107Q: 3 clusters Score -4.484547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506695 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -44845468.000000 Penalty: 6519.731445
	Iteration 108Q: 3 clusters Score -4.484547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506693 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -44845452.000000 Penalty: 6519.731445
	Iteration 109Q: 3 clusters Score -4.484545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506690 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -44845440.000000 Penalty: 6519.731445
	Iteration 110Q: 3 clusters Score -4.484544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506689 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -44845464.000000 Penalty: 6519.731445
	Iteration 111Q: 3 clusters Score -4.484546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506689 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -44845464.000000 Penalty: 6519.731445
	Iteration 112F: 3 clusters Score -4.484546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Entering Unmasked Estep 
Score: -1592757.375000 Penalty: 2433.329102
	Iteration 0F: 2 clusters Score -1592757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1579796.375000 Penalty: 4866.658203
	Iteration 0F: 3 clusters Score -1579796 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1584301.875000 Penalty: 4866.658203
	Iteration 1F: 3 clusters Score -1584302 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1585149.375000 Penalty: 4866.658203
	Iteration 2F: 3 clusters Score -1585149 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1586073.500000 Penalty: 4866.658203
	Iteration 3F: 3 clusters Score -1586074 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1586895.125000 Penalty: 4866.658203
	Iteration 4F: 3 clusters Score -1586895 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1587532.375000 Penalty: 4866.658203
	Iteration 5F: 3 clusters Score -1587532 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1588001.875000 Penalty: 4866.658203
	Iteration 6F: 3 clusters Score -1588002 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1588358.125000 Penalty: 4866.658203
	Iteration 7Q: 3 clusters Score -1588358 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1588632.125000 Penalty: 4866.658203
	Iteration 8Q: 3 clusters Score -1588632 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1588841.250000 Penalty: 4866.658203
	Iteration 9Q: 3 clusters Score -1588841 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1589008.750000 Penalty: 4866.658203
	Iteration 10Q: 3 clusters Score -1589009 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1589139.375000 Penalty: 4866.658203
	Iteration 11Q: 3 clusters Score -1589139 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1589242.750000 Penalty: 4866.658203
	Iteration 12Q: 3 clusters Score -1589243 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1589344.000000 Penalty: 4866.658203
	Iteration 13Q: 3 clusters Score -1589344 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1589425.125000 Penalty: 4866.658203
	Iteration 14Q: 3 clusters Score -1589425 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1589490.375000 Penalty: 4866.658203
	Iteration 15Q: 3 clusters Score -1589490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1589562.000000 Penalty: 4866.658203
	Iteration 16Q: 3 clusters Score -1589562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1589625.000000 Penalty: 4866.658203
	Iteration 17Q: 3 clusters Score -1589625 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1589686.000000 Penalty: 4866.658203
	Iteration 18Q: 3 clusters Score -1589686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1589755.875000 Penalty: 4866.658203
	Iteration 19Q: 3 clusters Score -1589756 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1589817.000000 Penalty: 4866.658203
	Iteration 20F: 3 clusters Score -1589817 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1589895.875000 Penalty: 4866.658203
	Iteration 21Q: 3 clusters Score -1589896 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1590016.625000 Penalty: 4866.658203
	Iteration 22Q: 3 clusters Score -1590017 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1590149.250000 Penalty: 4866.658203
	Iteration 23Q: 3 clusters Score -1590149 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1590264.250000 Penalty: 4866.658203
	Iteration 24Q: 3 clusters Score -1590264 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1590352.125000 Penalty: 4866.658203
	Iteration 25Q: 3 clusters Score -1590352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1590414.000000 Penalty: 4866.658203
	Iteration 26Q: 3 clusters Score -1590414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1590456.750000 Penalty: 4866.658203
	Iteration 27Q: 3 clusters Score -1590457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1590484.625000 Penalty: 4866.658203
	Iteration 28Q: 3 clusters Score -1590485 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1590509.750000 Penalty: 4866.658203
	Iteration 29Q: 3 clusters Score -1590510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1590539.125000 Penalty: 4866.658203
	Iteration 30Q: 3 clusters Score -1590539 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1590559.000000 Penalty: 4866.658203
	Iteration 31Q: 3 clusters Score -1590559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1590576.625000 Penalty: 4866.658203
	Iteration 32Q: 3 clusters Score -1590577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1590593.000000 Penalty: 4866.658203
	Iteration 33Q: 3 clusters Score -1590593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1590609.250000 Penalty: 4866.658203
	Iteration 34Q: 3 clusters Score -1590609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1590618.750000 Penalty: 4866.658203
	Iteration 35Q: 3 clusters Score -1590619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1590632.875000 Penalty: 4866.658203
	Iteration 36Q: 3 clusters Score -1590633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1590655.500000 Penalty: 4866.658203
	Iteration 37Q: 3 clusters Score -1590656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1590662.500000 Penalty: 4866.658203
	Iteration 38Q: 3 clusters Score -1590662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1590679.500000 Penalty: 4866.658203
	Iteration 39Q: 3 clusters Score -1590680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1590695.625000 Penalty: 4866.658203
	Iteration 40F: 3 clusters Score -1590696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1590712.375000 Penalty: 4866.658203
	Iteration 41Q: 3 clusters Score -1590712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1590722.375000 Penalty: 4866.658203
	Iteration 42Q: 3 clusters Score -1590722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1590731.750000 Penalty: 4866.658203
	Iteration 43Q: 3 clusters Score -1590732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1590739.250000 Penalty: 4866.658203
	Iteration 44Q: 3 clusters Score -1590739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1590760.375000 Penalty: 4866.658203
	Iteration 45Q: 3 clusters Score -1590760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1590760.875000 Penalty: 4866.658203
	Iteration 46Q: 3 clusters Score -1590761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1590771.000000 Penalty: 4866.658203
	Iteration 47Q: 3 clusters Score -1590771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1590772.500000 Penalty: 4866.658203
	Iteration 48Q: 3 clusters Score -1590772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1590782.750000 Penalty: 4866.658203
	Iteration 49Q: 3 clusters Score -1590783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1590790.125000 Penalty: 4866.658203
	Iteration 50Q: 3 clusters Score -1590790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1590797.625000 Penalty: 4866.658203
	Iteration 51Q: 3 clusters Score -1590798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1590806.000000 Penalty: 4866.658203
	Iteration 52Q: 3 clusters Score -1590806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1590814.250000 Penalty: 4866.658203
	Iteration 53Q: 3 clusters Score -1590814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1590819.250000 Penalty: 4866.658203
	Iteration 54Q: 3 clusters Score -1590819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1590823.750000 Penalty: 4866.658203
	Iteration 55Q: 3 clusters Score -1590824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1590827.625000 Penalty: 4866.658203
	Iteration 56Q: 3 clusters Score -1590828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1590832.250000 Penalty: 4866.658203
	Iteration 57Q: 3 clusters Score -1590832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1590836.000000 Penalty: 4866.658203
	Iteration 58Q: 3 clusters Score -1590836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1590841.875000 Penalty: 4866.658203
	Iteration 59Q: 3 clusters Score -1590842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1590847.250000 Penalty: 4866.658203
	Iteration 60F: 3 clusters Score -1590847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1590854.500000 Penalty: 4866.658203
	Iteration 61Q: 3 clusters Score -1590854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1590858.875000 Penalty: 4866.658203
	Iteration 62Q: 3 clusters Score -1590859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1590867.500000 Penalty: 4866.658203
	Iteration 63Q: 3 clusters Score -1590868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1590872.875000 Penalty: 4866.658203
	Iteration 64Q: 3 clusters Score -1590873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1590878.875000 Penalty: 4866.658203
	Iteration 65Q: 3 clusters Score -1590879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1590880.500000 Penalty: 4866.658203
	Iteration 66Q: 3 clusters Score -1590880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1590885.750000 Penalty: 4866.658203
	Iteration 67Q: 3 clusters Score -1590886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1590888.875000 Penalty: 4866.658203
	Iteration 68Q: 3 clusters Score -1590889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1590893.125000 Penalty: 4866.658203
	Iteration 69Q: 3 clusters Score -1590893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1590896.500000 Penalty: 4866.658203
	Iteration 70Q: 3 clusters Score -1590896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1590904.625000 Penalty: 4866.658203
	Iteration 71Q: 3 clusters Score -1590905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1590913.625000 Penalty: 4866.658203
	Iteration 72Q: 3 clusters Score -1590914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1590914.500000 Penalty: 4866.658203
	Iteration 73Q: 3 clusters Score -1590914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1590916.625000 Penalty: 4866.658203
	Iteration 74Q: 3 clusters Score -1590917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1590924.500000 Penalty: 4866.658203
	Iteration 75Q: 3 clusters Score -1590924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1590929.500000 Penalty: 4866.658203
	Iteration 76Q: 3 clusters Score -1590930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1590927.500000 Penalty: 4866.658203
	Iteration 77Q: 3 clusters Score -1590928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1590930.125000 Penalty: 4866.658203
	Iteration 78Q: 3 clusters Score -1590930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1590936.875000 Penalty: 4866.658203
	Iteration 79Q: 3 clusters Score -1590937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1590937.875000 Penalty: 4866.658203
	Iteration 80F: 3 clusters Score -1590938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1590935.125000 Penalty: 4866.658203
	Iteration 81Q: 3 clusters Score -1590935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1590943.750000 Penalty: 4866.658203
	Iteration 82Q: 3 clusters Score -1590944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1590949.000000 Penalty: 4866.658203
	Iteration 83Q: 3 clusters Score -1590949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1590951.000000 Penalty: 4866.658203
	Iteration 84Q: 3 clusters Score -1590951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1590960.750000 Penalty: 4866.658203
	Iteration 85Q: 3 clusters Score -1590961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1590966.375000 Penalty: 4866.658203
	Iteration 86Q: 3 clusters Score -1590966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1590968.875000 Penalty: 4866.658203
	Iteration 87Q: 3 clusters Score -1590969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1590974.125000 Penalty: 4866.658203
	Iteration 88Q: 3 clusters Score -1590974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1590979.625000 Penalty: 4866.658203
	Iteration 89Q: 3 clusters Score -1590980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1590980.125000 Penalty: 4866.658203
	Iteration 90Q: 3 clusters Score -1590980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1590984.375000 Penalty: 4866.658203
	Iteration 91Q: 3 clusters Score -1590984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1590983.875000 Penalty: 4866.658203
	Iteration 92Q: 3 clusters Score -1590984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1590983.375000 Penalty: 4866.658203
	Iteration 93Q: 3 clusters Score -1590983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1590983.375000 Penalty: 4866.658203
	Iteration 94Q: 3 clusters Score -1590983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1590983.375000 Penalty: 4866.658203
	Iteration 95F: 3 clusters Score -1590983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Entering Unmasked Estep 
Score: -2102751.000000 Penalty: 2510.818604
	Iteration 0F: 2 clusters Score -2102751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2085447.000000 Penalty: 5021.637207
	Iteration 0F: 3 clusters Score -2085447 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2091744.375000 Penalty: 5021.637207
	Iteration 1F: 3 clusters Score -2091744 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2092466.750000 Penalty: 5021.637207
	Iteration 2F: 3 clusters Score -2092467 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2093273.250000 Penalty: 5021.637207
	Iteration 3F: 3 clusters Score -2093273 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2094159.125000 Penalty: 5021.637207
	Iteration 4F: 3 clusters Score -2094159 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2095265.250000 Penalty: 5021.637207
	Iteration 5F: 3 clusters Score -2095265 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2096586.750000 Penalty: 5021.637207
	Iteration 6F: 3 clusters Score -2096587 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2097660.500000 Penalty: 5021.637207
	Iteration 7F: 3 clusters Score -2097660 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2098326.000000 Penalty: 5021.637207
	Iteration 8Q: 3 clusters Score -2098326 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2098684.750000 Penalty: 5021.637207
	Iteration 9Q: 3 clusters Score -2098685 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2098874.250000 Penalty: 5021.637207
	Iteration 10Q: 3 clusters Score -2098874 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2098975.500000 Penalty: 5021.637207
	Iteration 11Q: 3 clusters Score -2098976 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2099035.000000 Penalty: 5021.637207
	Iteration 12Q: 3 clusters Score -2099035 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2099077.250000 Penalty: 5021.637207
	Iteration 13Q: 3 clusters Score -2099077 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2099103.250000 Penalty: 5021.637207
	Iteration 14Q: 3 clusters Score -2099103 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2099133.500000 Penalty: 5021.637207
	Iteration 15Q: 3 clusters Score -2099134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2099145.250000 Penalty: 5021.637207
	Iteration 16Q: 3 clusters Score -2099145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2099152.250000 Penalty: 5021.637207
	Iteration 17Q: 3 clusters Score -2099152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2099178.500000 Penalty: 5021.637207
	Iteration 18Q: 3 clusters Score -2099178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2099181.250000 Penalty: 5021.637207
	Iteration 19Q: 3 clusters Score -2099181 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2099195.500000 Penalty: 5021.637207
	Iteration 20F: 3 clusters Score -2099196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2099209.000000 Penalty: 5021.637207
	Iteration 21Q: 3 clusters Score -2099209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2099222.750000 Penalty: 5021.637207
	Iteration 22Q: 3 clusters Score -2099223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2099235.750000 Penalty: 5021.637207
	Iteration 23Q: 3 clusters Score -2099236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2099251.500000 Penalty: 5021.637207
	Iteration 24Q: 3 clusters Score -2099252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2099261.500000 Penalty: 5021.637207
	Iteration 25Q: 3 clusters Score -2099262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2099270.000000 Penalty: 5021.637207
	Iteration 26Q: 3 clusters Score -2099270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2099287.250000 Penalty: 5021.637207
	Iteration 27Q: 3 clusters Score -2099287 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2099294.000000 Penalty: 5021.637207
	Iteration 28Q: 3 clusters Score -2099294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2099311.250000 Penalty: 5021.637207
	Iteration 29Q: 3 clusters Score -2099311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2099344.000000 Penalty: 5021.637207
	Iteration 30Q: 3 clusters Score -2099344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2099389.000000 Penalty: 5021.637207
	Iteration 31Q: 3 clusters Score -2099389 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2099456.750000 Penalty: 5021.637207
	Iteration 32Q: 3 clusters Score -2099457 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2099580.250000 Penalty: 5021.637207
	Iteration 33Q: 3 clusters Score -2099580 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2099809.000000 Penalty: 5021.637207
	Iteration 34Q: 3 clusters Score -2099809 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2100226.000000 Penalty: 5021.637207
	Iteration 35Q: 3 clusters Score -2100226 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2100934.000000 Penalty: 5021.637207
	Iteration 36Q: 3 clusters Score -2100934 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2101775.750000 Penalty: 5021.637207
	Iteration 37Q: 3 clusters Score -2101776 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2102252.000000 Penalty: 5021.637207
	Iteration 38Q: 3 clusters Score -2102252 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2102396.750000 Penalty: 5021.637207
	Iteration 39Q: 3 clusters Score -2102397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2102448.750000 Penalty: 5021.637207
	Iteration 40F: 3 clusters Score -2102449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2102470.750000 Penalty: 5021.637207
	Iteration 41Q: 3 clusters Score -2102471 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2102496.500000 Penalty: 5021.637207
	Iteration 42Q: 3 clusters Score -2102496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2102498.250000 Penalty: 5021.637207
	Iteration 43Q: 3 clusters Score -2102498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2102505.250000 Penalty: 5021.637207
	Iteration 44Q: 3 clusters Score -2102505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2102511.500000 Penalty: 5021.637207
	Iteration 45Q: 3 clusters Score -2102512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2102513.000000 Penalty: 5021.637207
	Iteration 46Q: 3 clusters Score -2102513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2102514.500000 Penalty: 5021.637207
	Iteration 47Q: 3 clusters Score -2102514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2102515.000000 Penalty: 5021.637207
	Iteration 48Q: 3 clusters Score -2102515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2102516.000000 Penalty: 5021.637207
	Iteration 49Q: 3 clusters Score -2102516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2102519.750000 Penalty: 5021.637207
	Iteration 50Q: 3 clusters Score -2102520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2102522.750000 Penalty: 5021.637207
	Iteration 51Q: 3 clusters Score -2102523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2102523.750000 Penalty: 5021.637207
	Iteration 52Q: 3 clusters Score -2102524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2102522.750000 Penalty: 5021.637207
	Iteration 53Q: 3 clusters Score -2102523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2102519.000000 Penalty: 5021.637207
	Iteration 54Q: 3 clusters Score -2102519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2102519.000000 Penalty: 5021.637207
	Iteration 55Q: 3 clusters Score -2102519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2102518.250000 Penalty: 5021.637207
	Iteration 56Q: 3 clusters Score -2102518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2102518.250000 Penalty: 5021.637207
	Iteration 57F: 3 clusters Score -2102518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Entering Unmasked Estep 
Score: -2139979.000000 Penalty: 2506.778564
	Iteration 0F: 2 clusters Score -2139979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2123057.500000 Penalty: 5013.557129
	Iteration 0F: 3 clusters Score -2123058 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2128861.750000 Penalty: 5013.557129
	Iteration 1F: 3 clusters Score -2128862 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2129252.250000 Penalty: 5013.557129
	Iteration 2Q: 3 clusters Score -2129252 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2129600.250000 Penalty: 5013.557129
	Iteration 3Q: 3 clusters Score -2129600 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2129897.750000 Penalty: 5013.557129
	Iteration 4Q: 3 clusters Score -2129898 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2130208.750000 Penalty: 5013.557129
	Iteration 5Q: 3 clusters Score -2130209 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2130594.000000 Penalty: 5013.557129
	Iteration 6Q: 3 clusters Score -2130594 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2131100.750000 Penalty: 5013.557129
	Iteration 7Q: 3 clusters Score -2131101 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2131761.250000 Penalty: 5013.557129
	Iteration 8Q: 3 clusters Score -2131761 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2132727.750000 Penalty: 5013.557129
	Iteration 9F: 3 clusters Score -2132728 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2133894.500000 Penalty: 5013.557129
	Iteration 10F: 3 clusters Score -2133894 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2135110.750000 Penalty: 5013.557129
	Iteration 11F: 3 clusters Score -2135111 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2136086.250000 Penalty: 5013.557129
	Iteration 12F: 3 clusters Score -2136086 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2136705.250000 Penalty: 5013.557129
	Iteration 13Q: 3 clusters Score -2136705 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2137112.750000 Penalty: 5013.557129
	Iteration 14Q: 3 clusters Score -2137113 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2137353.500000 Penalty: 5013.557129
	Iteration 15Q: 3 clusters Score -2137354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2137523.500000 Penalty: 5013.557129
	Iteration 16Q: 3 clusters Score -2137524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2137641.250000 Penalty: 5013.557129
	Iteration 17Q: 3 clusters Score -2137641 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2137726.250000 Penalty: 5013.557129
	Iteration 18Q: 3 clusters Score -2137726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2137789.250000 Penalty: 5013.557129
	Iteration 19Q: 3 clusters Score -2137789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2137818.750000 Penalty: 5013.557129
	Iteration 20F: 3 clusters Score -2137819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2137854.000000 Penalty: 5013.557129
	Iteration 21Q: 3 clusters Score -2137854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2137875.250000 Penalty: 5013.557129
	Iteration 22Q: 3 clusters Score -2137875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2137888.500000 Penalty: 5013.557129
	Iteration 23Q: 3 clusters Score -2137888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2137895.500000 Penalty: 5013.557129
	Iteration 24Q: 3 clusters Score -2137896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2137909.250000 Penalty: 5013.557129
	Iteration 25Q: 3 clusters Score -2137909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2137925.750000 Penalty: 5013.557129
	Iteration 26Q: 3 clusters Score -2137926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2137937.000000 Penalty: 5013.557129
	Iteration 27Q: 3 clusters Score -2137937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2137942.750000 Penalty: 5013.557129
	Iteration 28Q: 3 clusters Score -2137943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2137943.750000 Penalty: 5013.557129
	Iteration 29Q: 3 clusters Score -2137944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2137944.250000 Penalty: 5013.557129
	Iteration 30Q: 3 clusters Score -2137944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2137943.500000 Penalty: 5013.557129
	Iteration 31Q: 3 clusters Score -2137944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2137944.250000 Penalty: 5013.557129
	Iteration 32Q: 3 clusters Score -2137944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2137946.750000 Penalty: 5013.557129
	Iteration 33Q: 3 clusters Score -2137947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2137946.250000 Penalty: 5013.557129
	Iteration 34Q: 3 clusters Score -2137946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2137946.250000 Penalty: 5013.557129
	Iteration 35F: 3 clusters Score -2137946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -407692.906250 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -407692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -403237.093750 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -403237.1 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -404320.375000 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -404320.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -404678.843750 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -404678.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -404985.156250 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -404985.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -405252.187500 Penalty: 4224.527832
	Iteration 4F: 3 clusters Score -405252.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -405499.718750 Penalty: 4224.527832
	Iteration 5F: 3 clusters Score -405499.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -405725.875000 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -405725.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -405977.125000 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -405977.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -406233.125000 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -406233.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -406488.968750 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -406489 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -406724.437500 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -406724.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -406993.093750 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -406993.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -407258.781250 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -407258.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -407453.687500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -407453.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -407555.031250 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -407555 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -407622.156250 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -407622.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -407679.125000 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -407679.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -407740.062500 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -407740.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -407802.187500 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -407802.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -407867.312500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -407867.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -407914.218750 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -407914.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -407950.281250 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -407950.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -407985.125000 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -407985.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -408018.625000 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -408018.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -408043.531250 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -408043.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -408058.875000 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -408058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -408072.906250 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -408072.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -408082.437500 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -408082.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -408092.218750 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -408092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -408099.906250 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -408099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -408105.906250 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -408105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -408108.281250 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -408108.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -408111.500000 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -408111.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -408116.281250 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -408116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -408119.625000 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -408119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -408122.843750 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -408122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -408124.187500 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -408124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -408125.718750 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -408125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -408125.968750 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -408126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -408126.437500 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -408126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -408126.437500 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -408126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 221988 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 24345 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 2120 members 
Entering Unmasked Estep 
Score: -146419760.000000 Penalty: 103200.492188
Splitting cluster 15 changes total score from -146420064.000000 to -146419760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Entering Unmasked Estep 
Score: -1375943.500000 Penalty: 2423.600098
	Iteration 0F: 2 clusters Score -1375944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1363474.375000 Penalty: 4847.200195
	Iteration 0F: 3 clusters Score -1363474 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1367801.125000 Penalty: 4847.200195
	Iteration 1F: 3 clusters Score -1367801 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1368550.250000 Penalty: 4847.200195
	Iteration 2F: 3 clusters Score -1368550 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1369192.750000 Penalty: 4847.200195
	Iteration 3F: 3 clusters Score -1369193 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1369762.875000 Penalty: 4847.200195
	Iteration 4F: 3 clusters Score -1369763 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1370303.375000 Penalty: 4847.200195
	Iteration 5F: 3 clusters Score -1370303 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1370777.375000 Penalty: 4847.200195
	Iteration 6Q: 3 clusters Score -1370777 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1371159.375000 Penalty: 4847.200195
	Iteration 7Q: 3 clusters Score -1371159 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1371552.500000 Penalty: 4847.200195
	Iteration 8Q: 3 clusters Score -1371552 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1371963.875000 Penalty: 4847.200195
	Iteration 9Q: 3 clusters Score -1371964 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1372418.750000 Penalty: 4847.200195
	Iteration 10Q: 3 clusters Score -1372419 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1372969.750000 Penalty: 4847.200195
	Iteration 11Q: 3 clusters Score -1372970 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1373580.125000 Penalty: 4847.200195
	Iteration 12Q: 3 clusters Score -1373580 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1374102.000000 Penalty: 4847.200195
	Iteration 13Q: 3 clusters Score -1374102 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1374562.500000 Penalty: 4847.200195
	Iteration 14Q: 3 clusters Score -1374562 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1374988.375000 Penalty: 4847.200195
	Iteration 15Q: 3 clusters Score -1374988 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1375319.750000 Penalty: 4847.200195
	Iteration 16Q: 3 clusters Score -1375320 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1375588.875000 Penalty: 4847.200195
	Iteration 17Q: 3 clusters Score -1375589 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1375787.375000 Penalty: 4847.200195
	Iteration 18Q: 3 clusters Score -1375787 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1375946.000000 Penalty: 4847.200195
	Iteration 19Q: 3 clusters Score -1375946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1376059.125000 Penalty: 4847.200195
	Iteration 20F: 3 clusters Score -1376059 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1376134.625000 Penalty: 4847.200195
	Iteration 21Q: 3 clusters Score -1376135 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1376184.500000 Penalty: 4847.200195
	Iteration 22Q: 3 clusters Score -1376184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1376224.750000 Penalty: 4847.200195
	Iteration 23Q: 3 clusters Score -1376225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1376245.750000 Penalty: 4847.200195
	Iteration 24Q: 3 clusters Score -1376246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1376255.125000 Penalty: 4847.200195
	Iteration 25Q: 3 clusters Score -1376255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1376273.875000 Penalty: 4847.200195
	Iteration 26Q: 3 clusters Score -1376274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1376290.500000 Penalty: 4847.200195
	Iteration 27Q: 3 clusters Score -1376290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1376308.250000 Penalty: 4847.200195
	Iteration 28Q: 3 clusters Score -1376308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1376319.625000 Penalty: 4847.200195
	Iteration 29Q: 3 clusters Score -1376320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1376329.875000 Penalty: 4847.200195
	Iteration 30Q: 3 clusters Score -1376330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1376339.125000 Penalty: 4847.200195
	Iteration 31Q: 3 clusters Score -1376339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1376345.500000 Penalty: 4847.200195
	Iteration 32Q: 3 clusters Score -1376346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1376348.250000 Penalty: 4847.200195
	Iteration 33Q: 3 clusters Score -1376348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1376358.500000 Penalty: 4847.200195
	Iteration 34Q: 3 clusters Score -1376358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1376362.000000 Penalty: 4847.200195
	Iteration 35Q: 3 clusters Score -1376362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1376368.875000 Penalty: 4847.200195
	Iteration 36Q: 3 clusters Score -1376369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1376365.375000 Penalty: 4847.200195
	Iteration 37Q: 3 clusters Score -1376365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1376366.000000 Penalty: 4847.200195
	Iteration 38Q: 3 clusters Score -1376366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1376369.375000 Penalty: 4847.200195
	Iteration 39Q: 3 clusters Score -1376369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1376366.875000 Penalty: 4847.200195
	Iteration 40F: 3 clusters Score -1376367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 221988 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 24345 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 14974 members 
Entering Unmasked Estep 
Score: -146420400.000000 Penalty: 103200.492188
Splitting cluster 16 changes total score from -146420064.000000 to -146420400.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (38969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Entering Unmasked Estep 
Score: -3557829.000000 Penalty: 2621.489258
	Iteration 0F: 2 clusters Score -3557829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3531416.500000 Penalty: 5242.978516
	Iteration 0F: 3 clusters Score -3531416 nChanged 17815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3541323.000000 Penalty: 5242.978516
	Iteration 1F: 3 clusters Score -3541323 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3542096.250000 Penalty: 5242.978516
	Iteration 2F: 3 clusters Score -3542096 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3542869.500000 Penalty: 5242.978516
	Iteration 3Q: 3 clusters Score -3542870 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3543660.000000 Penalty: 5242.978516
	Iteration 4Q: 3 clusters Score -3543660 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3544494.500000 Penalty: 5242.978516
	Iteration 5Q: 3 clusters Score -3544494 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3545542.250000 Penalty: 5242.978516
	Iteration 6Q: 3 clusters Score -3545542 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3546823.000000 Penalty: 5242.978516
	Iteration 7F: 3 clusters Score -3546823 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3548262.750000 Penalty: 5242.978516
	Iteration 8F: 3 clusters Score -3548263 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3549581.250000 Penalty: 5242.978516
	Iteration 9F: 3 clusters Score -3549581 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3550511.750000 Penalty: 5242.978516
	Iteration 10Q: 3 clusters Score -3550512 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3551040.500000 Penalty: 5242.978516
	Iteration 11Q: 3 clusters Score -3551040 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3551319.750000 Penalty: 5242.978516
	Iteration 12Q: 3 clusters Score -3551320 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3551485.000000 Penalty: 5242.978516
	Iteration 13Q: 3 clusters Score -3551485 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3551610.750000 Penalty: 5242.978516
	Iteration 14Q: 3 clusters Score -3551611 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3551706.000000 Penalty: 5242.978516
	Iteration 15Q: 3 clusters Score -3551706 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3551797.000000 Penalty: 5242.978516
	Iteration 16Q: 3 clusters Score -3551797 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3551858.750000 Penalty: 5242.978516
	Iteration 17Q: 3 clusters Score -3551859 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3551948.000000 Penalty: 5242.978516
	Iteration 18Q: 3 clusters Score -3551948 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3552006.000000 Penalty: 5242.978516
	Iteration 19Q: 3 clusters Score -3552006 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3552065.500000 Penalty: 5242.978516
	Iteration 20F: 3 clusters Score -3552066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3552136.500000 Penalty: 5242.978516
	Iteration 21Q: 3 clusters Score -3552136 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3552187.250000 Penalty: 5242.978516
	Iteration 22Q: 3 clusters Score -3552187 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3552220.000000 Penalty: 5242.978516
	Iteration 23Q: 3 clusters Score -3552220 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3552267.000000 Penalty: 5242.978516
	Iteration 24Q: 3 clusters Score -3552267 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3552309.000000 Penalty: 5242.978516
	Iteration 25Q: 3 clusters Score -3552309 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3552345.000000 Penalty: 5242.978516
	Iteration 26Q: 3 clusters Score -3552345 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3552391.500000 Penalty: 5242.978516
	Iteration 27Q: 3 clusters Score -3552392 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3552416.500000 Penalty: 5242.978516
	Iteration 28Q: 3 clusters Score -3552416 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3552438.750000 Penalty: 5242.978516
	Iteration 29Q: 3 clusters Score -3552439 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3552474.250000 Penalty: 5242.978516
	Iteration 30Q: 3 clusters Score -3552474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3552496.250000 Penalty: 5242.978516
	Iteration 31Q: 3 clusters Score -3552496 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3552535.750000 Penalty: 5242.978516
	Iteration 32Q: 3 clusters Score -3552536 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3552550.250000 Penalty: 5242.978516
	Iteration 33Q: 3 clusters Score -3552550 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3552609.750000 Penalty: 5242.978516
	Iteration 34Q: 3 clusters Score -3552610 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3552626.500000 Penalty: 5242.978516
	Iteration 35Q: 3 clusters Score -3552626 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3552664.500000 Penalty: 5242.978516
	Iteration 36Q: 3 clusters Score -3552664 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3552697.750000 Penalty: 5242.978516
	Iteration 37Q: 3 clusters Score -3552698 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3552735.750000 Penalty: 5242.978516
	Iteration 38Q: 3 clusters Score -3552736 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3552766.000000 Penalty: 5242.978516
	Iteration 39Q: 3 clusters Score -3552766 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3552803.250000 Penalty: 5242.978516
	Iteration 40F: 3 clusters Score -3552803 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3552852.500000 Penalty: 5242.978516
	Iteration 41Q: 3 clusters Score -3552852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3552902.500000 Penalty: 5242.978516
	Iteration 42Q: 3 clusters Score -3552902 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3552924.250000 Penalty: 5242.978516
	Iteration 43Q: 3 clusters Score -3552924 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3552965.250000 Penalty: 5242.978516
	Iteration 44Q: 3 clusters Score -3552965 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3553013.750000 Penalty: 5242.978516
	Iteration 45Q: 3 clusters Score -3553014 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3553070.750000 Penalty: 5242.978516
	Iteration 46Q: 3 clusters Score -3553071 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3553117.750000 Penalty: 5242.978516
	Iteration 47Q: 3 clusters Score -3553118 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3553173.000000 Penalty: 5242.978516
	Iteration 48Q: 3 clusters Score -3553173 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3553240.000000 Penalty: 5242.978516
	Iteration 49Q: 3 clusters Score -3553240 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3553301.250000 Penalty: 5242.978516
	Iteration 50Q: 3 clusters Score -3553301 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3553387.250000 Penalty: 5242.978516
	Iteration 51Q: 3 clusters Score -3553387 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3553457.750000 Penalty: 5242.978516
	Iteration 52Q: 3 clusters Score -3553458 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3553555.500000 Penalty: 5242.978516
	Iteration 53Q: 3 clusters Score -3553556 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3553650.000000 Penalty: 5242.978516
	Iteration 54Q: 3 clusters Score -3553650 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3553768.000000 Penalty: 5242.978516
	Iteration 55Q: 3 clusters Score -3553768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3553874.500000 Penalty: 5242.978516
	Iteration 56Q: 3 clusters Score -3553874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3553991.250000 Penalty: 5242.978516
	Iteration 57Q: 3 clusters Score -3553991 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3554111.250000 Penalty: 5242.978516
	Iteration 58Q: 3 clusters Score -3554111 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3554228.750000 Penalty: 5242.978516
	Iteration 59Q: 3 clusters Score -3554229 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3554352.000000 Penalty: 5242.978516
	Iteration 60F: 3 clusters Score -3554352 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3554478.500000 Penalty: 5242.978516
	Iteration 61Q: 3 clusters Score -3554478 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3554642.500000 Penalty: 5242.978516
	Iteration 62Q: 3 clusters Score -3554642 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3554765.250000 Penalty: 5242.978516
	Iteration 63Q: 3 clusters Score -3554765 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3554891.000000 Penalty: 5242.978516
	Iteration 64Q: 3 clusters Score -3554891 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3554999.250000 Penalty: 5242.978516
	Iteration 65Q: 3 clusters Score -3554999 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3555111.500000 Penalty: 5242.978516
	Iteration 66Q: 3 clusters Score -3555112 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3555213.250000 Penalty: 5242.978516
	Iteration 67Q: 3 clusters Score -3555213 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3555306.750000 Penalty: 5242.978516
	Iteration 68Q: 3 clusters Score -3555307 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3555340.000000 Penalty: 5242.978516
	Iteration 69Q: 3 clusters Score -3555340 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3555383.500000 Penalty: 5242.978516
	Iteration 70Q: 3 clusters Score -3555384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3555430.000000 Penalty: 5242.978516
	Iteration 71Q: 3 clusters Score -3555430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3555481.500000 Penalty: 5242.978516
	Iteration 72Q: 3 clusters Score -3555482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3555523.500000 Penalty: 5242.978516
	Iteration 73Q: 3 clusters Score -3555524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3555560.750000 Penalty: 5242.978516
	Iteration 74Q: 3 clusters Score -3555561 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3555588.000000 Penalty: 5242.978516
	Iteration 75Q: 3 clusters Score -3555588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3555615.750000 Penalty: 5242.978516
	Iteration 76Q: 3 clusters Score -3555616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3555631.250000 Penalty: 5242.978516
	Iteration 77Q: 3 clusters Score -3555631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3555644.250000 Penalty: 5242.978516
	Iteration 78Q: 3 clusters Score -3555644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3555660.750000 Penalty: 5242.978516
	Iteration 79Q: 3 clusters Score -3555661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3555667.250000 Penalty: 5242.978516
	Iteration 80F: 3 clusters Score -3555667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3555678.750000 Penalty: 5242.978516
	Iteration 81Q: 3 clusters Score -3555679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3555687.750000 Penalty: 5242.978516
	Iteration 82Q: 3 clusters Score -3555688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3555697.500000 Penalty: 5242.978516
	Iteration 83Q: 3 clusters Score -3555698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3555703.500000 Penalty: 5242.978516
	Iteration 84Q: 3 clusters Score -3555704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3555703.750000 Penalty: 5242.978516
	Iteration 85Q: 3 clusters Score -3555704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3555722.000000 Penalty: 5242.978516
	Iteration 86Q: 3 clusters Score -3555722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3555724.500000 Penalty: 5242.978516
	Iteration 87Q: 3 clusters Score -3555724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3555729.250000 Penalty: 5242.978516
	Iteration 88Q: 3 clusters Score -3555729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3555730.750000 Penalty: 5242.978516
	Iteration 89Q: 3 clusters Score -3555731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3555729.500000 Penalty: 5242.978516
	Iteration 90Q: 3 clusters Score -3555730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3555727.500000 Penalty: 5242.978516
	Iteration 91Q: 3 clusters Score -3555728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3555730.500000 Penalty: 5242.978516
	Iteration 92Q: 3 clusters Score -3555730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3555726.250000 Penalty: 5242.978516
	Iteration 93Q: 3 clusters Score -3555726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3555734.500000 Penalty: 5242.978516
	Iteration 94Q: 3 clusters Score -3555734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3555741.750000 Penalty: 5242.978516
	Iteration 95Q: 3 clusters Score -3555742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3555749.000000 Penalty: 5242.978516
	Iteration 96Q: 3 clusters Score -3555749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3555750.750000 Penalty: 5242.978516
	Iteration 97Q: 3 clusters Score -3555751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3555750.000000 Penalty: 5242.978516
	Iteration 98Q: 3 clusters Score -3555750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3555758.500000 Penalty: 5242.978516
	Iteration 99Q: 3 clusters Score -3555758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3555765.250000 Penalty: 5242.978516
	Iteration 100F: 3 clusters Score -3555765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3555772.500000 Penalty: 5242.978516
	Iteration 101Q: 3 clusters Score -3555772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3555779.750000 Penalty: 5242.978516
	Iteration 102Q: 3 clusters Score -3555780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3555776.500000 Penalty: 5242.978516
	Iteration 103Q: 3 clusters Score -3555776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3555776.750000 Penalty: 5242.978516
	Iteration 104Q: 3 clusters Score -3555777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3555779.750000 Penalty: 5242.978516
	Iteration 105Q: 3 clusters Score -3555780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3555782.250000 Penalty: 5242.978516
	Iteration 106Q: 3 clusters Score -3555782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3555786.500000 Penalty: 5242.978516
	Iteration 107Q: 3 clusters Score -3555786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3555785.000000 Penalty: 5242.978516
	Iteration 108Q: 3 clusters Score -3555785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3555787.000000 Penalty: 5242.978516
	Iteration 109Q: 3 clusters Score -3555787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3555795.000000 Penalty: 5242.978516
	Iteration 110Q: 3 clusters Score -3555795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3555794.000000 Penalty: 5242.978516
	Iteration 111Q: 3 clusters Score -3555794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3555795.500000 Penalty: 5242.978516
	Iteration 112Q: 3 clusters Score -3555796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3555795.250000 Penalty: 5242.978516
	Iteration 113Q: 3 clusters Score -3555795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3555797.250000 Penalty: 5242.978516
	Iteration 114Q: 3 clusters Score -3555797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3555795.500000 Penalty: 5242.978516
	Iteration 115Q: 3 clusters Score -3555796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3555795.500000 Penalty: 5242.978516
	Iteration 116F: 3 clusters Score -3555796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128172 members 
Entering Unmasked Estep 
Score: -11681119.000000 Penalty: 2916.759766
	Iteration 0F: 2 clusters Score -1.168112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -11595025.000000 Penalty: 5833.519531
	Iteration 0F: 3 clusters Score -1.159502e+07 nChanged 60945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -11630053.000000 Penalty: 5833.519531
	Iteration 1F: 3 clusters Score -1.163005e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -11630810.000000 Penalty: 5833.519531
	Iteration 2Q: 3 clusters Score -1.163081e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -11631567.000000 Penalty: 5833.519531
	Iteration 3Q: 3 clusters Score -1.163157e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -11632686.000000 Penalty: 5833.519531
	Iteration 4Q: 3 clusters Score -1.163269e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -11634242.000000 Penalty: 5833.519531
	Iteration 5Q: 3 clusters Score -1.163424e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -11636156.000000 Penalty: 5833.519531
	Iteration 6Q: 3 clusters Score -1.163616e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -11638790.000000 Penalty: 5833.519531
	Iteration 7Q: 3 clusters Score -1.163879e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -11642255.000000 Penalty: 5833.519531
	Iteration 8Q: 3 clusters Score -1.164226e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -11645998.000000 Penalty: 5833.519531
	Iteration 9F: 3 clusters Score -1.1646e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -11649836.000000 Penalty: 5833.519531
	Iteration 10F: 3 clusters Score -1.164984e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -11653212.000000 Penalty: 5833.519531
	Iteration 11Q: 3 clusters Score -1.165321e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -11656209.000000 Penalty: 5833.519531
	Iteration 12Q: 3 clusters Score -1.165621e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -11658642.000000 Penalty: 5833.519531
	Iteration 13Q: 3 clusters Score -1.165864e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -11660669.000000 Penalty: 5833.519531
	Iteration 14Q: 3 clusters Score -1.166067e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -11662700.000000 Penalty: 5833.519531
	Iteration 15Q: 3 clusters Score -1.16627e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -11664645.000000 Penalty: 5833.519531
	Iteration 16Q: 3 clusters Score -1.166464e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -11666662.000000 Penalty: 5833.519531
	Iteration 17Q: 3 clusters Score -1.166666e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -11668745.000000 Penalty: 5833.519531
	Iteration 18Q: 3 clusters Score -1.166874e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -11670706.000000 Penalty: 5833.519531
	Iteration 19Q: 3 clusters Score -1.167071e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114952 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -11672501.000000 Penalty: 5833.519531
	Iteration 20F: 3 clusters Score -1.16725e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -11674084.000000 Penalty: 5833.519531
	Iteration 21Q: 3 clusters Score -1.167408e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -11675235.000000 Penalty: 5833.519531
	Iteration 22Q: 3 clusters Score -1.167524e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -11676225.000000 Penalty: 5833.519531
	Iteration 23Q: 3 clusters Score -1.167622e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -11676887.000000 Penalty: 5833.519531
	Iteration 24Q: 3 clusters Score -1.167689e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -11677385.000000 Penalty: 5833.519531
	Iteration 25Q: 3 clusters Score -1.167738e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -11677680.000000 Penalty: 5833.519531
	Iteration 26Q: 3 clusters Score -1.167768e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125565 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -11677946.000000 Penalty: 5833.519531
	Iteration 27Q: 3 clusters Score -1.167795e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -11678113.000000 Penalty: 5833.519531
	Iteration 28Q: 3 clusters Score -1.167811e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11678244.000000 Penalty: 5833.519531
	Iteration 29Q: 3 clusters Score -1.167824e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11678335.000000 Penalty: 5833.519531
	Iteration 30Q: 3 clusters Score -1.167834e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11678432.000000 Penalty: 5833.519531
	Iteration 31Q: 3 clusters Score -1.167843e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126573 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11678495.000000 Penalty: 5833.519531
	Iteration 32Q: 3 clusters Score -1.16785e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11678532.000000 Penalty: 5833.519531
	Iteration 33Q: 3 clusters Score -1.167853e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11678556.000000 Penalty: 5833.519531
	Iteration 34Q: 3 clusters Score -1.167856e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11678602.000000 Penalty: 5833.519531
	Iteration 35Q: 3 clusters Score -1.16786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11678625.000000 Penalty: 5833.519531
	Iteration 36Q: 3 clusters Score -1.167862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126827 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11678623.000000 Penalty: 5833.519531
	Iteration 37Q: 3 clusters Score -1.167862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126844 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11678638.000000 Penalty: 5833.519531
	Iteration 38Q: 3 clusters Score -1.167864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11678652.000000 Penalty: 5833.519531
	Iteration 39Q: 3 clusters Score -1.167865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11678663.000000 Penalty: 5833.519531
	Iteration 40F: 3 clusters Score -1.167866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11678669.000000 Penalty: 5833.519531
	Iteration 41Q: 3 clusters Score -1.167867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11678664.000000 Penalty: 5833.519531
	Iteration 42Q: 3 clusters Score -1.167866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11678673.000000 Penalty: 5833.519531
	Iteration 43Q: 3 clusters Score -1.167867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11678665.000000 Penalty: 5833.519531
	Iteration 44Q: 3 clusters Score -1.167866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126931 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11678671.000000 Penalty: 5833.519531
	Iteration 45Q: 3 clusters Score -1.167867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126934 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -11678674.000000 Penalty: 5833.519531
	Iteration 46Q: 3 clusters Score -1.167867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126940 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11678673.000000 Penalty: 5833.519531
	Iteration 47Q: 3 clusters Score -1.167867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11678668.000000 Penalty: 5833.519531
	Iteration 48Q: 3 clusters Score -1.167867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11678670.000000 Penalty: 5833.519531
	Iteration 49Q: 3 clusters Score -1.167867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11678671.000000 Penalty: 5833.519531
	Iteration 50Q: 3 clusters Score -1.167867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11678677.000000 Penalty: 5833.519531
	Iteration 51Q: 3 clusters Score -1.167868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126951 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11678684.000000 Penalty: 5833.519531
	Iteration 52Q: 3 clusters Score -1.167868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126951 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11678684.000000 Penalty: 5833.519531
	Iteration 53F: 3 clusters Score -1.167868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (147815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Entering Unmasked Estep 
Score: -13287502.000000 Penalty: 2952.121826
	Iteration 0F: 2 clusters Score -1.32875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -13188415.000000 Penalty: 5904.243652
	Iteration 0F: 3 clusters Score -1.318842e+07 nChanged 70657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -13230001.000000 Penalty: 5904.243652
	Iteration 1F: 3 clusters Score -1.323e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -13231465.000000 Penalty: 5904.243652
	Iteration 2Q: 3 clusters Score -1.323146e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -13233611.000000 Penalty: 5904.243652
	Iteration 3Q: 3 clusters Score -1.323361e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -13236641.000000 Penalty: 5904.243652
	Iteration 4Q: 3 clusters Score -1.323664e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -13240965.000000 Penalty: 5904.243652
	Iteration 5F: 3 clusters Score -1.324096e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -13246423.000000 Penalty: 5904.243652
	Iteration 6F: 3 clusters Score -1.324642e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -13252850.000000 Penalty: 5904.243652
	Iteration 7F: 3 clusters Score -1.325285e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -13258323.000000 Penalty: 5904.243652
	Iteration 8F: 3 clusters Score -1.325832e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -13262316.000000 Penalty: 5904.243652
	Iteration 9F: 3 clusters Score -1.326232e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -13265183.000000 Penalty: 5904.243652
	Iteration 10Q: 3 clusters Score -1.326518e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -13266745.000000 Penalty: 5904.243652
	Iteration 11Q: 3 clusters Score -1.326674e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -13267567.000000 Penalty: 5904.243652
	Iteration 12Q: 3 clusters Score -1.326757e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -13268120.000000 Penalty: 5904.243652
	Iteration 13Q: 3 clusters Score -1.326812e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -13268652.000000 Penalty: 5904.243652
	Iteration 14Q: 3 clusters Score -1.326865e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -13269064.000000 Penalty: 5904.243652
	Iteration 15Q: 3 clusters Score -1.326906e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -13269458.000000 Penalty: 5904.243652
	Iteration 16Q: 3 clusters Score -1.326946e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -13269803.000000 Penalty: 5904.243652
	Iteration 17Q: 3 clusters Score -1.32698e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -13270141.000000 Penalty: 5904.243652
	Iteration 18Q: 3 clusters Score -1.327014e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -13270488.000000 Penalty: 5904.243652
	Iteration 19Q: 3 clusters Score -1.327049e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -13270928.000000 Penalty: 5904.243652
	Iteration 20F: 3 clusters Score -1.327093e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 104354 members 
Entering Unmasked Estep 
Score: -13271438.000000 Penalty: 5904.243652
	Iteration 21Q: 3 clusters Score -1.327144e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -13271807.000000 Penalty: 5904.243652
	Iteration 22Q: 3 clusters Score -1.327181e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -13272248.000000 Penalty: 5904.243652
	Iteration 23Q: 3 clusters Score -1.327225e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -13272790.000000 Penalty: 5904.243652
	Iteration 24Q: 3 clusters Score -1.327279e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -13273398.000000 Penalty: 5904.243652
	Iteration 25Q: 3 clusters Score -1.32734e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -13273922.000000 Penalty: 5904.243652
	Iteration 26Q: 3 clusters Score -1.327392e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -13274577.000000 Penalty: 5904.243652
	Iteration 27Q: 3 clusters Score -1.327458e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -13275153.000000 Penalty: 5904.243652
	Iteration 28Q: 3 clusters Score -1.327515e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -13275929.000000 Penalty: 5904.243652
	Iteration 29Q: 3 clusters Score -1.327593e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 121860 members 
Entering Unmasked Estep 
Score: -13276630.000000 Penalty: 5904.243652
	Iteration 30Q: 3 clusters Score -1.327663e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -13277495.000000 Penalty: 5904.243652
	Iteration 31Q: 3 clusters Score -1.32775e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 125893 members 
Entering Unmasked Estep 
Score: -13278317.000000 Penalty: 5904.243652
	Iteration 32Q: 3 clusters Score -1.327832e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -13279117.000000 Penalty: 5904.243652
	Iteration 33Q: 3 clusters Score -1.327912e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 129615 members 
Entering Unmasked Estep 
Score: -13279971.000000 Penalty: 5904.243652
	Iteration 34Q: 3 clusters Score -1.327997e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -13280824.000000 Penalty: 5904.243652
	Iteration 35Q: 3 clusters Score -1.328082e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -13281548.000000 Penalty: 5904.243652
	Iteration 36Q: 3 clusters Score -1.328155e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -13282222.000000 Penalty: 5904.243652
	Iteration 37Q: 3 clusters Score -1.328222e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 135792 members 
Entering Unmasked Estep 
Score: -13282972.000000 Penalty: 5904.243652
	Iteration 38Q: 3 clusters Score -1.328297e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -13283582.000000 Penalty: 5904.243652
	Iteration 39Q: 3 clusters Score -1.328358e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -13284120.000000 Penalty: 5904.243652
	Iteration 40F: 3 clusters Score -1.328412e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 138836 members 
Entering Unmasked Estep 
Score: -13284527.000000 Penalty: 5904.243652
	Iteration 41Q: 3 clusters Score -1.328453e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -13284794.000000 Penalty: 5904.243652
	Iteration 42Q: 3 clusters Score -1.328479e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 140082 members 
Entering Unmasked Estep 
Score: -13284942.000000 Penalty: 5904.243652
	Iteration 43Q: 3 clusters Score -1.328494e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -13285129.000000 Penalty: 5904.243652
	Iteration 44Q: 3 clusters Score -1.328513e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -13285264.000000 Penalty: 5904.243652
	Iteration 45Q: 3 clusters Score -1.328526e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 141304 members 
Entering Unmasked Estep 
Score: -13285360.000000 Penalty: 5904.243652
	Iteration 46Q: 3 clusters Score -1.328536e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -13285455.000000 Penalty: 5904.243652
	Iteration 47Q: 3 clusters Score -1.328546e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -13285529.000000 Penalty: 5904.243652
	Iteration 48Q: 3 clusters Score -1.328553e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -13285554.000000 Penalty: 5904.243652
	Iteration 49Q: 3 clusters Score -1.328555e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -13285581.000000 Penalty: 5904.243652
	Iteration 50Q: 3 clusters Score -1.328558e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -13285587.000000 Penalty: 5904.243652
	Iteration 51Q: 3 clusters Score -1.328559e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -13285636.000000 Penalty: 5904.243652
	Iteration 52Q: 3 clusters Score -1.328564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -13285667.000000 Penalty: 5904.243652
	Iteration 53Q: 3 clusters Score -1.328567e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 142914 members 
Entering Unmasked Estep 
Score: -13285681.000000 Penalty: 5904.243652
	Iteration 54Q: 3 clusters Score -1.328568e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 142997 members 
Entering Unmasked Estep 
Score: -13285707.000000 Penalty: 5904.243652
	Iteration 55Q: 3 clusters Score -1.328571e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 143062 members 
Entering Unmasked Estep 
Score: -13285710.000000 Penalty: 5904.243652
	Iteration 56Q: 3 clusters Score -1.328571e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -13285704.000000 Penalty: 5904.243652
	Iteration 57Q: 3 clusters Score -1.32857e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -13285697.000000 Penalty: 5904.243652
	Iteration 58Q: 3 clusters Score -1.32857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -13285701.000000 Penalty: 5904.243652
	Iteration 59Q: 3 clusters Score -1.32857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 143271 members 
Entering Unmasked Estep 
Score: -13285695.000000 Penalty: 5904.243652
	Iteration 60F: 3 clusters Score -1.32857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -13285725.000000 Penalty: 5904.243652
	Iteration 61Q: 3 clusters Score -1.328572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 143353 members 
Entering Unmasked Estep 
Score: -13285735.000000 Penalty: 5904.243652
	Iteration 62Q: 3 clusters Score -1.328574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 143381 members 
Entering Unmasked Estep 
Score: -13285724.000000 Penalty: 5904.243652
	Iteration 63Q: 3 clusters Score -1.328572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 143407 members 
Entering Unmasked Estep 
Score: -13285706.000000 Penalty: 5904.243652
	Iteration 64Q: 3 clusters Score -1.328571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -13285718.000000 Penalty: 5904.243652
	Iteration 65Q: 3 clusters Score -1.328572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -13285732.000000 Penalty: 5904.243652
	Iteration 66Q: 3 clusters Score -1.328573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -13285727.000000 Penalty: 5904.243652
	Iteration 67Q: 3 clusters Score -1.328573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 143479 members 
Entering Unmasked Estep 
Score: -13285744.000000 Penalty: 5904.243652
	Iteration 68Q: 3 clusters Score -1.328574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 143487 members 
Entering Unmasked Estep 
Score: -13285740.000000 Penalty: 5904.243652
	Iteration 69Q: 3 clusters Score -1.328574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 143493 members 
Entering Unmasked Estep 
Score: -13285742.000000 Penalty: 5904.243652
	Iteration 70Q: 3 clusters Score -1.328574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -13285731.000000 Penalty: 5904.243652
	Iteration 71Q: 3 clusters Score -1.328573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 143511 members 
Entering Unmasked Estep 
Score: -13285725.000000 Penalty: 5904.243652
	Iteration 72Q: 3 clusters Score -1.328572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 143525 members 
Entering Unmasked Estep 
Score: -13285735.000000 Penalty: 5904.243652
	Iteration 73Q: 3 clusters Score -1.328574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -13285744.000000 Penalty: 5904.243652
	Iteration 74Q: 3 clusters Score -1.328574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 143543 members 
Entering Unmasked Estep 
Score: -13285739.000000 Penalty: 5904.243652
	Iteration 75Q: 3 clusters Score -1.328574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -13285741.000000 Penalty: 5904.243652
	Iteration 76Q: 3 clusters Score -1.328574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 143560 members 
Entering Unmasked Estep 
Score: -13285733.000000 Penalty: 5904.243652
	Iteration 77Q: 3 clusters Score -1.328573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 143569 members 
Entering Unmasked Estep 
Score: -13285736.000000 Penalty: 5904.243652
	Iteration 78Q: 3 clusters Score -1.328574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -13285742.000000 Penalty: 5904.243652
	Iteration 79Q: 3 clusters Score -1.328574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 143599 members 
Entering Unmasked Estep 
Score: -13285725.000000 Penalty: 5904.243652
	Iteration 80F: 3 clusters Score -1.328572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -13285724.000000 Penalty: 5904.243652
	Iteration 81Q: 3 clusters Score -1.328572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -13285730.000000 Penalty: 5904.243652
	Iteration 82Q: 3 clusters Score -1.328573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 143629 members 
Entering Unmasked Estep 
Score: -13285733.000000 Penalty: 5904.243652
	Iteration 83Q: 3 clusters Score -1.328573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 143636 members 
Entering Unmasked Estep 
Score: -13285741.000000 Penalty: 5904.243652
	Iteration 84Q: 3 clusters Score -1.328574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -13285742.000000 Penalty: 5904.243652
	Iteration 85Q: 3 clusters Score -1.328574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 143654 members 
Entering Unmasked Estep 
Score: -13285745.000000 Penalty: 5904.243652
	Iteration 86Q: 3 clusters Score -1.328574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 143665 members 
Entering Unmasked Estep 
Score: -13285736.000000 Penalty: 5904.243652
	Iteration 87Q: 3 clusters Score -1.328574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 143674 members 
Entering Unmasked Estep 
Score: -13285743.000000 Penalty: 5904.243652
	Iteration 88Q: 3 clusters Score -1.328574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -13285743.000000 Penalty: 5904.243652
	Iteration 89Q: 3 clusters Score -1.328574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 143691 members 
Entering Unmasked Estep 
Score: -13285751.000000 Penalty: 5904.243652
	Iteration 90Q: 3 clusters Score -1.328575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -13285755.000000 Penalty: 5904.243652
	Iteration 91Q: 3 clusters Score -1.328576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -13285761.000000 Penalty: 5904.243652
	Iteration 92Q: 3 clusters Score -1.328576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -13285759.000000 Penalty: 5904.243652
	Iteration 93Q: 3 clusters Score -1.328576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 143708 members 
Entering Unmasked Estep 
Score: -13285762.000000 Penalty: 5904.243652
	Iteration 94Q: 3 clusters Score -1.328576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -13285761.000000 Penalty: 5904.243652
	Iteration 95Q: 3 clusters Score -1.328576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 143717 members 
Entering Unmasked Estep 
Score: -13285762.000000 Penalty: 5904.243652
	Iteration 96Q: 3 clusters Score -1.328576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -13285771.000000 Penalty: 5904.243652
	Iteration 97Q: 3 clusters Score -1.328577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -13285763.000000 Penalty: 5904.243652
	Iteration 98Q: 3 clusters Score -1.328576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 143726 members 
Entering Unmasked Estep 
Score: -13285761.000000 Penalty: 5904.243652
	Iteration 99Q: 3 clusters Score -1.328576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -13285764.000000 Penalty: 5904.243652
	Iteration 100F: 3 clusters Score -1.328576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 143737 members 
Entering Unmasked Estep 
Score: -13285764.000000 Penalty: 5904.243652
	Iteration 101Q: 3 clusters Score -1.328576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -13285750.000000 Penalty: 5904.243652
	Iteration 102Q: 3 clusters Score -1.328575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 143743 members 
Entering Unmasked Estep 
Score: -13285748.000000 Penalty: 5904.243652
	Iteration 103Q: 3 clusters Score -1.328575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -13285758.000000 Penalty: 5904.243652
	Iteration 104Q: 3 clusters Score -1.328576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -13285758.000000 Penalty: 5904.243652
	Iteration 105Q: 3 clusters Score -1.328576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -13285758.000000 Penalty: 5904.243652
	Iteration 106F: 3 clusters Score -1.328576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (213356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213356 members 
Entering Unmasked Estep 
Score: -18741644.000000 Penalty: 3043.137939
	Iteration 0F: 2 clusters Score -1.874164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -18598370.000000 Penalty: 6086.275879
	Iteration 0F: 3 clusters Score -1.859837e+07 nChanged 102758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -18659002.000000 Penalty: 6086.275879
	Iteration 1F: 3 clusters Score -1.8659e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -18660736.000000 Penalty: 6086.275879
	Iteration 2Q: 3 clusters Score -1.866074e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125191 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -18663976.000000 Penalty: 6086.275879
	Iteration 3Q: 3 clusters Score -1.866398e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135687 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -18669672.000000 Penalty: 6086.275879
	Iteration 4F: 3 clusters Score -1.866967e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -18679744.000000 Penalty: 6086.275879
	Iteration 5F: 3 clusters Score -1.867974e+07 nChanged 18685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -18695594.000000 Penalty: 6086.275879
	Iteration 6F: 3 clusters Score -1.869559e+07 nChanged 18757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187649 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -18713812.000000 Penalty: 6086.275879
	Iteration 7F: 3 clusters Score -1.871381e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201584 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -18727938.000000 Penalty: 6086.275879
	Iteration 8F: 3 clusters Score -1.872794e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208723 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -18735286.000000 Penalty: 6086.275879
	Iteration 9Q: 3 clusters Score -1.873529e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211392 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18737732.000000 Penalty: 6086.275879
	Iteration 10Q: 3 clusters Score -1.873773e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212211 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -18738586.000000 Penalty: 6086.275879
	Iteration 11Q: 3 clusters Score -1.873859e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212437 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18738892.000000 Penalty: 6086.275879
	Iteration 12Q: 3 clusters Score -1.873889e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -18739056.000000 Penalty: 6086.275879
	Iteration 13Q: 3 clusters Score -1.873906e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212476 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -18739224.000000 Penalty: 6086.275879
	Iteration 14Q: 3 clusters Score -1.873922e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212456 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -18739392.000000 Penalty: 6086.275879
	Iteration 15Q: 3 clusters Score -1.873939e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212386 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18739546.000000 Penalty: 6086.275879
	Iteration 16Q: 3 clusters Score -1.873955e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212318 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18739648.000000 Penalty: 6086.275879
	Iteration 17Q: 3 clusters Score -1.873965e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18739698.000000 Penalty: 6086.275879
	Iteration 18Q: 3 clusters Score -1.87397e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212146 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -18739770.000000 Penalty: 6086.275879
	Iteration 19Q: 3 clusters Score -1.873977e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212054 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18739860.000000 Penalty: 6086.275879
	Iteration 20F: 3 clusters Score -1.873986e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211973 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18739922.000000 Penalty: 6086.275879
	Iteration 21Q: 3 clusters Score -1.873992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211879 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -18739992.000000 Penalty: 6086.275879
	Iteration 22Q: 3 clusters Score -1.873999e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211794 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -18740012.000000 Penalty: 6086.275879
	Iteration 23Q: 3 clusters Score -1.874001e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211732 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18740054.000000 Penalty: 6086.275879
	Iteration 24Q: 3 clusters Score -1.874005e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211678 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -18740104.000000 Penalty: 6086.275879
	Iteration 25Q: 3 clusters Score -1.87401e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211629 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -18740164.000000 Penalty: 6086.275879
	Iteration 26Q: 3 clusters Score -1.874016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -18740192.000000 Penalty: 6086.275879
	Iteration 27Q: 3 clusters Score -1.874019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18740214.000000 Penalty: 6086.275879
	Iteration 28Q: 3 clusters Score -1.874021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211549 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -18740232.000000 Penalty: 6086.275879
	Iteration 29Q: 3 clusters Score -1.874023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -18740248.000000 Penalty: 6086.275879
	Iteration 30Q: 3 clusters Score -1.874025e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211503 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18740270.000000 Penalty: 6086.275879
	Iteration 31Q: 3 clusters Score -1.874027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211479 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -18740282.000000 Penalty: 6086.275879
	Iteration 32Q: 3 clusters Score -1.874028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211448 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -18740280.000000 Penalty: 6086.275879
	Iteration 33Q: 3 clusters Score -1.874028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211420 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18740282.000000 Penalty: 6086.275879
	Iteration 34Q: 3 clusters Score -1.874028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211395 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -18740282.000000 Penalty: 6086.275879
	Iteration 35Q: 3 clusters Score -1.874028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211377 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18740270.000000 Penalty: 6086.275879
	Iteration 36Q: 3 clusters Score -1.874027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211357 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -18740272.000000 Penalty: 6086.275879
	Iteration 37Q: 3 clusters Score -1.874027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -18740272.000000 Penalty: 6086.275879
	Iteration 38Q: 3 clusters Score -1.874027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211318 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -18740270.000000 Penalty: 6086.275879
	Iteration 39Q: 3 clusters Score -1.874027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211301 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18740252.000000 Penalty: 6086.275879
	Iteration 40F: 3 clusters Score -1.874025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211281 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -18740268.000000 Penalty: 6086.275879
	Iteration 41Q: 3 clusters Score -1.874027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211266 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -18740240.000000 Penalty: 6086.275879
	Iteration 42Q: 3 clusters Score -1.874024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211248 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -18740256.000000 Penalty: 6086.275879
	Iteration 43Q: 3 clusters Score -1.874026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211232 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18740282.000000 Penalty: 6086.275879
	Iteration 44Q: 3 clusters Score -1.874028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211223 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -18740288.000000 Penalty: 6086.275879
	Iteration 45Q: 3 clusters Score -1.874029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211218 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18740286.000000 Penalty: 6086.275879
	Iteration 46Q: 3 clusters Score -1.874029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211216 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18740290.000000 Penalty: 6086.275879
	Iteration 47Q: 3 clusters Score -1.874029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211214 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -18740294.000000 Penalty: 6086.275879
	Iteration 48Q: 3 clusters Score -1.874029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211209 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -18740300.000000 Penalty: 6086.275879
	Iteration 49Q: 3 clusters Score -1.87403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -18740294.000000 Penalty: 6086.275879
	Iteration 50Q: 3 clusters Score -1.874029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211194 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -18740296.000000 Penalty: 6086.275879
	Iteration 51Q: 3 clusters Score -1.87403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18740304.000000 Penalty: 6086.275879
	Iteration 52Q: 3 clusters Score -1.87403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211183 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -18740290.000000 Penalty: 6086.275879
	Iteration 53Q: 3 clusters Score -1.874029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211174 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -18740304.000000 Penalty: 6086.275879
	Iteration 54Q: 3 clusters Score -1.87403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211169 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -18740304.000000 Penalty: 6086.275879
	Iteration 55Q: 3 clusters Score -1.87403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211165 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -18740304.000000 Penalty: 6086.275879
	Iteration 56Q: 3 clusters Score -1.87403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211162 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18740296.000000 Penalty: 6086.275879
	Iteration 57Q: 3 clusters Score -1.87403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211162 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18740306.000000 Penalty: 6086.275879
	Iteration 58Q: 3 clusters Score -1.874031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211161 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -18740298.000000 Penalty: 6086.275879
	Iteration 59Q: 3 clusters Score -1.87403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -18740294.000000 Penalty: 6086.275879
	Iteration 60F: 3 clusters Score -1.874029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211158 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -18740294.000000 Penalty: 6086.275879
	Iteration 61Q: 3 clusters Score -1.874029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211157 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18740302.000000 Penalty: 6086.275879
	Iteration 62Q: 3 clusters Score -1.87403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211157 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18740294.000000 Penalty: 6086.275879
	Iteration 63Q: 3 clusters Score -1.874029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -18740290.000000 Penalty: 6086.275879
	Iteration 64Q: 3 clusters Score -1.874029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211162 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18740300.000000 Penalty: 6086.275879
	Iteration 65Q: 3 clusters Score -1.87403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211159 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -18740298.000000 Penalty: 6086.275879
	Iteration 66Q: 3 clusters Score -1.87403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211158 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -18740298.000000 Penalty: 6086.275879
	Iteration 67Q: 3 clusters Score -1.87403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211156 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -18740290.000000 Penalty: 6086.275879
	Iteration 68Q: 3 clusters Score -1.874029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211157 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18740296.000000 Penalty: 6086.275879
	Iteration 69Q: 3 clusters Score -1.87403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211157 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18740296.000000 Penalty: 6086.275879
	Iteration 70F: 3 clusters Score -1.87403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Entering Unmasked Estep 
Score: -771049.062500 Penalty: 2263.674316
	Iteration 0F: 2 clusters Score -771049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -763892.750000 Penalty: 4527.348633
	Iteration 0F: 3 clusters Score -763892.8 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -765948.500000 Penalty: 4527.348633
	Iteration 1F: 3 clusters Score -765948.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -766224.750000 Penalty: 4527.348633
	Iteration 2F: 3 clusters Score -766224.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -766430.250000 Penalty: 4527.348633
	Iteration 3Q: 3 clusters Score -766430.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -766622.187500 Penalty: 4527.348633
	Iteration 4Q: 3 clusters Score -766622.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -766813.562500 Penalty: 4527.348633
	Iteration 5Q: 3 clusters Score -766813.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -767005.125000 Penalty: 4527.348633
	Iteration 6Q: 3 clusters Score -767005.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -767211.187500 Penalty: 4527.348633
	Iteration 7Q: 3 clusters Score -767211.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -767419.062500 Penalty: 4527.348633
	Iteration 8Q: 3 clusters Score -767419.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -767605.312500 Penalty: 4527.348633
	Iteration 9Q: 3 clusters Score -767605.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -767803.250000 Penalty: 4527.348633
	Iteration 10Q: 3 clusters Score -767803.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -767979.125000 Penalty: 4527.348633
	Iteration 11Q: 3 clusters Score -767979.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -768155.750000 Penalty: 4527.348633
	Iteration 12Q: 3 clusters Score -768155.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -768298.062500 Penalty: 4527.348633
	Iteration 13Q: 3 clusters Score -768298.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -768420.375000 Penalty: 4527.348633
	Iteration 14Q: 3 clusters Score -768420.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -768522.000000 Penalty: 4527.348633
	Iteration 15Q: 3 clusters Score -768522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -768643.687500 Penalty: 4527.348633
	Iteration 16Q: 3 clusters Score -768643.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -768808.000000 Penalty: 4527.348633
	Iteration 17Q: 3 clusters Score -768808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -768971.187500 Penalty: 4527.348633
	Iteration 18Q: 3 clusters Score -768971.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -769121.437500 Penalty: 4527.348633
	Iteration 19Q: 3 clusters Score -769121.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -769323.125000 Penalty: 4527.348633
	Iteration 20F: 3 clusters Score -769323.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -769567.500000 Penalty: 4527.348633
	Iteration 21Q: 3 clusters Score -769567.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -769835.062500 Penalty: 4527.348633
	Iteration 22Q: 3 clusters Score -769835.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -770038.437500 Penalty: 4527.348633
	Iteration 23Q: 3 clusters Score -770038.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -770200.062500 Penalty: 4527.348633
	Iteration 24Q: 3 clusters Score -770200.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -770336.125000 Penalty: 4527.348633
	Iteration 25Q: 3 clusters Score -770336.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -770441.875000 Penalty: 4527.348633
	Iteration 26Q: 3 clusters Score -770441.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -770520.125000 Penalty: 4527.348633
	Iteration 27Q: 3 clusters Score -770520.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -770561.312500 Penalty: 4527.348633
	Iteration 28Q: 3 clusters Score -770561.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -770591.125000 Penalty: 4527.348633
	Iteration 29Q: 3 clusters Score -770591.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -770619.125000 Penalty: 4527.348633
	Iteration 30Q: 3 clusters Score -770619.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -770645.437500 Penalty: 4527.348633
	Iteration 31Q: 3 clusters Score -770645.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -770664.187500 Penalty: 4527.348633
	Iteration 32Q: 3 clusters Score -770664.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -770681.187500 Penalty: 4527.348633
	Iteration 33Q: 3 clusters Score -770681.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -770691.187500 Penalty: 4527.348633
	Iteration 34Q: 3 clusters Score -770691.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -770698.562500 Penalty: 4527.348633
	Iteration 35Q: 3 clusters Score -770698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -770705.000000 Penalty: 4527.348633
	Iteration 36Q: 3 clusters Score -770705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -770709.250000 Penalty: 4527.348633
	Iteration 37Q: 3 clusters Score -770709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -770711.687500 Penalty: 4527.348633
	Iteration 38Q: 3 clusters Score -770711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -770714.062500 Penalty: 4527.348633
	Iteration 39Q: 3 clusters Score -770714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -770726.937500 Penalty: 4527.348633
	Iteration 40F: 3 clusters Score -770726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -770730.937500 Penalty: 4527.348633
	Iteration 41Q: 3 clusters Score -770730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -770732.000000 Penalty: 4527.348633
	Iteration 42Q: 3 clusters Score -770732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -770735.437500 Penalty: 4527.348633
	Iteration 43Q: 3 clusters Score -770735.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -770738.750000 Penalty: 4527.348633
	Iteration 44Q: 3 clusters Score -770738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -770741.375000 Penalty: 4527.348633
	Iteration 45Q: 3 clusters Score -770741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -770745.000000 Penalty: 4527.348633
	Iteration 46Q: 3 clusters Score -770745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -770745.562500 Penalty: 4527.348633
	Iteration 47Q: 3 clusters Score -770745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -770748.125000 Penalty: 4527.348633
	Iteration 48Q: 3 clusters Score -770748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -770746.437500 Penalty: 4527.348633
	Iteration 49Q: 3 clusters Score -770746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -770746.437500 Penalty: 4527.348633
	Iteration 50F: 3 clusters Score -770746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Entering Unmasked Estep 
Score: -6963060.000000 Penalty: 2791.508545
	Iteration 0F: 2 clusters Score -6963060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -6911411.000000 Penalty: 5583.017090
	Iteration 0F: 3 clusters Score -6911411 nChanged 36116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -6931855.000000 Penalty: 5583.017090
	Iteration 1F: 3 clusters Score -6931855 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -6932350.500000 Penalty: 5583.017090
	Iteration 2Q: 3 clusters Score -6932350 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -6932904.500000 Penalty: 5583.017090
	Iteration 3Q: 3 clusters Score -6932904 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -6933642.500000 Penalty: 5583.017090
	Iteration 4Q: 3 clusters Score -6933642 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -6934622.500000 Penalty: 5583.017090
	Iteration 5Q: 3 clusters Score -6934622 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -6936189.000000 Penalty: 5583.017090
	Iteration 6Q: 3 clusters Score -6936189 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6938558.000000 Penalty: 5583.017090
	Iteration 7F: 3 clusters Score -6938558 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -6942014.500000 Penalty: 5583.017090
	Iteration 8F: 3 clusters Score -6942014 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6946680.500000 Penalty: 5583.017090
	Iteration 9F: 3 clusters Score -6946680 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6951611.000000 Penalty: 5583.017090
	Iteration 10F: 3 clusters Score -6951611 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6954704.000000 Penalty: 5583.017090
	Iteration 11F: 3 clusters Score -6954704 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -6955967.000000 Penalty: 5583.017090
	Iteration 12Q: 3 clusters Score -6955967 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -6956472.000000 Penalty: 5583.017090
	Iteration 13Q: 3 clusters Score -6956472 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6956733.500000 Penalty: 5583.017090
	Iteration 14Q: 3 clusters Score -6956734 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6956971.500000 Penalty: 5583.017090
	Iteration 15Q: 3 clusters Score -6956972 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6957202.500000 Penalty: 5583.017090
	Iteration 16Q: 3 clusters Score -6957202 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -6957306.500000 Penalty: 5583.017090
	Iteration 17Q: 3 clusters Score -6957306 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6957418.000000 Penalty: 5583.017090
	Iteration 18Q: 3 clusters Score -6957418 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6957438.000000 Penalty: 5583.017090
	Iteration 19Q: 3 clusters Score -6957438 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6957541.500000 Penalty: 5583.017090
	Iteration 20F: 3 clusters Score -6957542 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6957596.500000 Penalty: 5583.017090
	Iteration 21Q: 3 clusters Score -6957596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6957601.000000 Penalty: 5583.017090
	Iteration 22Q: 3 clusters Score -6957601 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -6957629.000000 Penalty: 5583.017090
	Iteration 23Q: 3 clusters Score -6957629 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6957656.500000 Penalty: 5583.017090
	Iteration 24Q: 3 clusters Score -6957656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -6957669.500000 Penalty: 5583.017090
	Iteration 25Q: 3 clusters Score -6957670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -6957679.500000 Penalty: 5583.017090
	Iteration 26Q: 3 clusters Score -6957680 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -6957701.000000 Penalty: 5583.017090
	Iteration 27Q: 3 clusters Score -6957701 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6957728.500000 Penalty: 5583.017090
	Iteration 28Q: 3 clusters Score -6957728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -6957784.000000 Penalty: 5583.017090
	Iteration 29Q: 3 clusters Score -6957784 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6957777.500000 Penalty: 5583.017090
	Iteration 30Q: 3 clusters Score -6957778 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -6957794.500000 Penalty: 5583.017090
	Iteration 31Q: 3 clusters Score -6957794 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -6957827.500000 Penalty: 5583.017090
	Iteration 32Q: 3 clusters Score -6957828 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -6957862.500000 Penalty: 5583.017090
	Iteration 33Q: 3 clusters Score -6957862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -6957887.000000 Penalty: 5583.017090
	Iteration 34Q: 3 clusters Score -6957887 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -6957903.000000 Penalty: 5583.017090
	Iteration 35Q: 3 clusters Score -6957903 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -6957930.000000 Penalty: 5583.017090
	Iteration 36Q: 3 clusters Score -6957930 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -6957975.000000 Penalty: 5583.017090
	Iteration 37Q: 3 clusters Score -6957975 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -6958034.000000 Penalty: 5583.017090
	Iteration 38Q: 3 clusters Score -6958034 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -6958068.500000 Penalty: 5583.017090
	Iteration 39Q: 3 clusters Score -6958068 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -6958066.500000 Penalty: 5583.017090
	Iteration 40F: 3 clusters Score -6958066 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -6958123.500000 Penalty: 5583.017090
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6958222 nChanged 389
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Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6958302 nChanged 395
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Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6958355 nChanged 414
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Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6958470 nChanged 441
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Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6958595 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6958838 nChanged 405
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Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6959268 nChanged 389
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Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6959354 nChanged 361
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Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 65063 members 
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Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6959579 nChanged 364
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Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6959644 nChanged 379
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Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 67890 members 
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Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 68213 members 
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Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 69640 members 
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Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 70388 members 
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	Iteration 79Q: 3 clusters Score -6960500 nChanged 227
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Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6960534 nChanged 218
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Mstep: Class 1 contains 6520 members 
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	Iteration 81Q: 3 clusters Score -6960584 nChanged 217
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Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 71046 members 
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Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 72047 members 
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Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6961022 nChanged 109
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Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6961059 nChanged 84
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Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6961090 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6961122 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 73605 members 
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	Iteration 100F: 3 clusters Score -6961127 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 73668 members 
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	Iteration 101Q: 3 clusters Score -6961136 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3622 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6961120 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 73780 members 
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	Iteration 103Q: 3 clusters Score -6961122 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6961144 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6961154 nChanged 52
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Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3371 members 
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	Iteration 107Q: 3 clusters Score -6961160 nChanged 51
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Mstep: Class 1 contains 3320 members 
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	Iteration 108Q: 3 clusters Score -6961158 nChanged 59
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Mstep: Class 1 contains 3261 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6961176 nChanged 48
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Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 74136 members 
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Mstep: Class 1 contains 3172 members 
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	Iteration 111Q: 3 clusters Score -6961175 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6961212 nChanged 36
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Mstep: Class 1 contains 3089 members 
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	Iteration 113Q: 3 clusters Score -6961208 nChanged 30
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Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 74290 members 
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	Iteration 114Q: 3 clusters Score -6961216 nChanged 27
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Mstep: Class 1 contains 3032 members 
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	Iteration 115Q: 3 clusters Score -6961214 nChanged 24
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 74339 members 
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	Iteration 116Q: 3 clusters Score -6961216 nChanged 16
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6961224 nChanged 20
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Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6961230 nChanged 19
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Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 74394 members 
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	Iteration 119Q: 3 clusters Score -6961226 nChanged 24
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Mstep: Class 1 contains 2931 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6961228 nChanged 27
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Mstep: Class 1 contains 2908 members 
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	Iteration 121Q: 3 clusters Score -6961224 nChanged 17
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Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 74456 members 
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	Iteration 122Q: 3 clusters Score -6961225 nChanged 12
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Mstep: Class 1 contains 2881 members 
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	Iteration 123Q: 3 clusters Score -6961236 nChanged 11
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Mstep: Class 1 contains 2870 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6961235 nChanged 10
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Mstep: Class 1 contains 2860 members 
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	Iteration 125Q: 3 clusters Score -6961236 nChanged 13
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Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 74502 members 
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	Iteration 126Q: 3 clusters Score -6961239 nChanged 12
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Mstep: Class 1 contains 2835 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6961246 nChanged 9
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Mstep: Class 1 contains 2826 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6961241 nChanged 14
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	Iteration 129Q: 3 clusters Score -6961246 nChanged 13
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Mstep: Class 1 contains 2801 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6961251 nChanged 15
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Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6961244 nChanged 13
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Mstep: Class 1 contains 2773 members 
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Entering Unmasked Estep 
Score: -6961240.000000 Penalty: 5583.017090
	Iteration 132Q: 3 clusters Score -6961240 nChanged 11
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Mstep: Class 1 contains 2762 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6961250 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -6961251.500000 Penalty: 5583.017090
	Iteration 134Q: 3 clusters Score -6961252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -6961250.000000 Penalty: 5583.017090
	Iteration 135Q: 3 clusters Score -6961250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -6961242.000000 Penalty: 5583.017090
	Iteration 136Q: 3 clusters Score -6961242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -6961246.500000 Penalty: 5583.017090
	Iteration 137Q: 3 clusters Score -6961246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -6961241.000000 Penalty: 5583.017090
	Iteration 138Q: 3 clusters Score -6961241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -6961259.500000 Penalty: 5583.017090
	Iteration 139Q: 3 clusters Score -6961260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -6961273.500000 Penalty: 5583.017090
	Iteration 140F: 3 clusters Score -6961274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -6961281.500000 Penalty: 5583.017090
	Iteration 141Q: 3 clusters Score -6961282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -6961288.000000 Penalty: 5583.017090
	Iteration 142Q: 3 clusters Score -6961288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -6961283.000000 Penalty: 5583.017090
	Iteration 143Q: 3 clusters Score -6961283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -6961286.000000 Penalty: 5583.017090
	Iteration 144Q: 3 clusters Score -6961286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -6961291.500000 Penalty: 5583.017090
	Iteration 145Q: 3 clusters Score -6961292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -6961297.500000 Penalty: 5583.017090
	Iteration 146Q: 3 clusters Score -6961298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -6961306.500000 Penalty: 5583.017090
	Iteration 147Q: 3 clusters Score -6961306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -6961318.500000 Penalty: 5583.017090
	Iteration 148Q: 3 clusters Score -6961318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -6961314.500000 Penalty: 5583.017090
	Iteration 149Q: 3 clusters Score -6961314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -6961321.500000 Penalty: 5583.017090
	Iteration 150Q: 3 clusters Score -6961322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -6961324.000000 Penalty: 5583.017090
	Iteration 151Q: 3 clusters Score -6961324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -6961326.000000 Penalty: 5583.017090
	Iteration 152Q: 3 clusters Score -6961326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -6961320.500000 Penalty: 5583.017090
	Iteration 153Q: 3 clusters Score -6961320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -6961322.500000 Penalty: 5583.017090
	Iteration 154Q: 3 clusters Score -6961322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -6961321.000000 Penalty: 5583.017090
	Iteration 155Q: 3 clusters Score -6961321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -6961321.000000 Penalty: 5583.017090
	Iteration 156Q: 3 clusters Score -6961321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -6961326.000000 Penalty: 5583.017090
	Iteration 157Q: 3 clusters Score -6961326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -6961331.500000 Penalty: 5583.017090
	Iteration 158Q: 3 clusters Score -6961332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -6961340.500000 Penalty: 5583.017090
	Iteration 159Q: 3 clusters Score -6961340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -6961345.000000 Penalty: 5583.017090
	Iteration 160F: 3 clusters Score -6961345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -6961345.000000 Penalty: 5583.017090
	Iteration 161Q: 3 clusters Score -6961345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -6961350.500000 Penalty: 5583.017090
	Iteration 162Q: 3 clusters Score -6961350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -6961350.500000 Penalty: 5583.017090
	Iteration 163F: 3 clusters Score -6961350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Entering Unmasked Estep 
Score: -1251198.500000 Penalty: 2366.882080
	Iteration 0F: 2 clusters Score -1251198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1240991.875000 Penalty: 4733.764160
	Iteration 0F: 3 clusters Score -1240992 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1244216.250000 Penalty: 4733.764160
	Iteration 1F: 3 clusters Score -1244216 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1244736.750000 Penalty: 4733.764160
	Iteration 2F: 3 clusters Score -1244737 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1245216.000000 Penalty: 4733.764160
	Iteration 3F: 3 clusters Score -1245216 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1245660.750000 Penalty: 4733.764160
	Iteration 4F: 3 clusters Score -1245661 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1246104.750000 Penalty: 4733.764160
	Iteration 5F: 3 clusters Score -1246105 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1246552.250000 Penalty: 4733.764160
	Iteration 6F: 3 clusters Score -1246552 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1246972.750000 Penalty: 4733.764160
	Iteration 7F: 3 clusters Score -1246973 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1247388.250000 Penalty: 4733.764160
	Iteration 8F: 3 clusters Score -1247388 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1247763.375000 Penalty: 4733.764160
	Iteration 9Q: 3 clusters Score -1247763 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1248121.000000 Penalty: 4733.764160
	Iteration 10Q: 3 clusters Score -1248121 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1248481.250000 Penalty: 4733.764160
	Iteration 11Q: 3 clusters Score -1248481 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1248786.375000 Penalty: 4733.764160
	Iteration 12Q: 3 clusters Score -1248786 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1249003.375000 Penalty: 4733.764160
	Iteration 13Q: 3 clusters Score -1249003 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1249151.750000 Penalty: 4733.764160
	Iteration 14Q: 3 clusters Score -1249152 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1249243.375000 Penalty: 4733.764160
	Iteration 15Q: 3 clusters Score -1249243 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1249314.250000 Penalty: 4733.764160
	Iteration 16Q: 3 clusters Score -1249314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1249379.375000 Penalty: 4733.764160
	Iteration 17Q: 3 clusters Score -1249379 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1249429.750000 Penalty: 4733.764160
	Iteration 18Q: 3 clusters Score -1249430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1249480.250000 Penalty: 4733.764160
	Iteration 19Q: 3 clusters Score -1249480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1249540.125000 Penalty: 4733.764160
	Iteration 20F: 3 clusters Score -1249540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1249594.250000 Penalty: 4733.764160
	Iteration 21Q: 3 clusters Score -1249594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1249628.750000 Penalty: 4733.764160
	Iteration 22Q: 3 clusters Score -1249629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1249669.625000 Penalty: 4733.764160
	Iteration 23Q: 3 clusters Score -1249670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1249695.250000 Penalty: 4733.764160
	Iteration 24Q: 3 clusters Score -1249695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1249728.625000 Penalty: 4733.764160
	Iteration 25Q: 3 clusters Score -1249729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1249754.875000 Penalty: 4733.764160
	Iteration 26Q: 3 clusters Score -1249755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1249779.375000 Penalty: 4733.764160
	Iteration 27Q: 3 clusters Score -1249779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1249803.125000 Penalty: 4733.764160
	Iteration 28Q: 3 clusters Score -1249803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1249827.000000 Penalty: 4733.764160
	Iteration 29Q: 3 clusters Score -1249827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1249850.250000 Penalty: 4733.764160
	Iteration 30Q: 3 clusters Score -1249850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1249871.625000 Penalty: 4733.764160
	Iteration 31Q: 3 clusters Score -1249872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1249890.750000 Penalty: 4733.764160
	Iteration 32Q: 3 clusters Score -1249891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1249905.000000 Penalty: 4733.764160
	Iteration 33Q: 3 clusters Score -1249905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1249916.125000 Penalty: 4733.764160
	Iteration 34Q: 3 clusters Score -1249916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1249923.750000 Penalty: 4733.764160
	Iteration 35Q: 3 clusters Score -1249924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1249937.875000 Penalty: 4733.764160
	Iteration 36Q: 3 clusters Score -1249938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1249948.875000 Penalty: 4733.764160
	Iteration 37Q: 3 clusters Score -1249949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1249954.750000 Penalty: 4733.764160
	Iteration 38Q: 3 clusters Score -1249955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1249963.000000 Penalty: 4733.764160
	Iteration 39Q: 3 clusters Score -1249963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1249967.375000 Penalty: 4733.764160
	Iteration 40F: 3 clusters Score -1249967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1249975.000000 Penalty: 4733.764160
	Iteration 41Q: 3 clusters Score -1249975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1249979.750000 Penalty: 4733.764160
	Iteration 42Q: 3 clusters Score -1249980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1249984.750000 Penalty: 4733.764160
	Iteration 43Q: 3 clusters Score -1249985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1249989.375000 Penalty: 4733.764160
	Iteration 44Q: 3 clusters Score -1249989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1249997.875000 Penalty: 4733.764160
	Iteration 45Q: 3 clusters Score -1249998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1250003.750000 Penalty: 4733.764160
	Iteration 46Q: 3 clusters Score -1250004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1250009.125000 Penalty: 4733.764160
	Iteration 47Q: 3 clusters Score -1250009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1250014.625000 Penalty: 4733.764160
	Iteration 48Q: 3 clusters Score -1250015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1250017.375000 Penalty: 4733.764160
	Iteration 49Q: 3 clusters Score -1250017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1250019.000000 Penalty: 4733.764160
	Iteration 50Q: 3 clusters Score -1250019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1250019.000000 Penalty: 4733.764160
	Iteration 51Q: 3 clusters Score -1250019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1250018.750000 Penalty: 4733.764160
	Iteration 52Q: 3 clusters Score -1250019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1250023.125000 Penalty: 4733.764160
	Iteration 53Q: 3 clusters Score -1250023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1250025.500000 Penalty: 4733.764160
	Iteration 54Q: 3 clusters Score -1250026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1250024.875000 Penalty: 4733.764160
	Iteration 55Q: 3 clusters Score -1250025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1250025.125000 Penalty: 4733.764160
	Iteration 56Q: 3 clusters Score -1250025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1250025.125000 Penalty: 4733.764160
	Iteration 57F: 3 clusters Score -1250025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (221988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221988 members 
Entering Unmasked Estep 
Score: -19738040.000000 Penalty: 3052.974121
	Iteration 0F: 2 clusters Score -1.973804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -19588606.000000 Penalty: 6105.948242
	Iteration 0F: 3 clusters Score -1.958861e+07 nChanged 106744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -19651766.000000 Penalty: 6105.948242
	Iteration 1F: 3 clusters Score -1.965177e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -19653554.000000 Penalty: 6105.948242
	Iteration 2Q: 3 clusters Score -1.965355e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127953 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -19656720.000000 Penalty: 6105.948242
	Iteration 3Q: 3 clusters Score -1.965672e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137894 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -19662484.000000 Penalty: 6105.948242
	Iteration 4F: 3 clusters Score -1.966248e+07 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -19672864.000000 Penalty: 6105.948242
	Iteration 5F: 3 clusters Score -1.967286e+07 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -19688472.000000 Penalty: 6105.948242
	Iteration 6F: 3 clusters Score -1.968847e+07 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187844 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -19706174.000000 Penalty: 6105.948242
	Iteration 7F: 3 clusters Score -1.970617e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202532 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -19720204.000000 Penalty: 6105.948242
	Iteration 8F: 3 clusters Score -1.97202e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211543 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -19728372.000000 Penalty: 6105.948242
	Iteration 9Q: 3 clusters Score -1.972837e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216245 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -19732502.000000 Penalty: 6105.948242
	Iteration 10Q: 3 clusters Score -1.97325e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218392 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -19734722.000000 Penalty: 6105.948242
	Iteration 11Q: 3 clusters Score -1.973472e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219179 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -19736094.000000 Penalty: 6105.948242
	Iteration 12Q: 3 clusters Score -1.973609e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219252 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -19737270.000000 Penalty: 6105.948242
	Iteration 13Q: 3 clusters Score -1.973727e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219019 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -19737846.000000 Penalty: 6105.948242
	Iteration 14Q: 3 clusters Score -1.973785e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218840 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -19738074.000000 Penalty: 6105.948242
	Iteration 15Q: 3 clusters Score -1.973807e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218677 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -19738230.000000 Penalty: 6105.948242
	Iteration 16Q: 3 clusters Score -1.973823e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218545 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -19738290.000000 Penalty: 6105.948242
	Iteration 17Q: 3 clusters Score -1.973829e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218438 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -19738304.000000 Penalty: 6105.948242
	Iteration 18Q: 3 clusters Score -1.97383e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218350 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -19738290.000000 Penalty: 6105.948242
	Iteration 19Q: 3 clusters Score -1.973829e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218271 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -19738342.000000 Penalty: 6105.948242
	Iteration 20F: 3 clusters Score -1.973834e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218207 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -19738332.000000 Penalty: 6105.948242
	Iteration 21Q: 3 clusters Score -1.973833e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218159 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -19738362.000000 Penalty: 6105.948242
	Iteration 22Q: 3 clusters Score -1.973836e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218118 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -19738386.000000 Penalty: 6105.948242
	Iteration 23Q: 3 clusters Score -1.973839e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218071 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -19738388.000000 Penalty: 6105.948242
	Iteration 24Q: 3 clusters Score -1.973839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218036 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -19738392.000000 Penalty: 6105.948242
	Iteration 25Q: 3 clusters Score -1.973839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218016 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -19738420.000000 Penalty: 6105.948242
	Iteration 26Q: 3 clusters Score -1.973842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218002 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -19738414.000000 Penalty: 6105.948242
	Iteration 27Q: 3 clusters Score -1.973841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217988 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -19738414.000000 Penalty: 6105.948242
	Iteration 28Q: 3 clusters Score -1.973841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217976 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -19738424.000000 Penalty: 6105.948242
	Iteration 29Q: 3 clusters Score -1.973842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217957 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -19738448.000000 Penalty: 6105.948242
	Iteration 30Q: 3 clusters Score -1.973845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217949 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -19738444.000000 Penalty: 6105.948242
	Iteration 31Q: 3 clusters Score -1.973844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217940 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -19738470.000000 Penalty: 6105.948242
	Iteration 32Q: 3 clusters Score -1.973847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217930 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -19738476.000000 Penalty: 6105.948242
	Iteration 33Q: 3 clusters Score -1.973848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217922 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -19738486.000000 Penalty: 6105.948242
	Iteration 34Q: 3 clusters Score -1.973849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217915 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -19738466.000000 Penalty: 6105.948242
	Iteration 35Q: 3 clusters Score -1.973847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217905 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -19738478.000000 Penalty: 6105.948242
	Iteration 36Q: 3 clusters Score -1.973848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217900 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -19738470.000000 Penalty: 6105.948242
	Iteration 37Q: 3 clusters Score -1.973847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217899 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -19738460.000000 Penalty: 6105.948242
	Iteration 38Q: 3 clusters Score -1.973846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217896 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -19738470.000000 Penalty: 6105.948242
	Iteration 39Q: 3 clusters Score -1.973847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217895 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -19738468.000000 Penalty: 6105.948242
	Iteration 40F: 3 clusters Score -1.973847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217890 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -19738454.000000 Penalty: 6105.948242
	Iteration 41Q: 3 clusters Score -1.973845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217887 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -19738468.000000 Penalty: 6105.948242
	Iteration 42Q: 3 clusters Score -1.973847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217887 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -19738468.000000 Penalty: 6105.948242
	Iteration 43Q: 3 clusters Score -1.973847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217886 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -19738466.000000 Penalty: 6105.948242
	Iteration 44Q: 3 clusters Score -1.973847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -19738464.000000 Penalty: 6105.948242
	Iteration 45Q: 3 clusters Score -1.973846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -19738464.000000 Penalty: 6105.948242
	Iteration 46F: 3 clusters Score -1.973846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 217885 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 24345 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 14974 members 
Mstep: Class 30 contains 4103 members 
Entering Unmasked Estep 
Score: -146420192.000000 Penalty: 106759.125000
Splitting cluster 24 changes total score from -146420064.000000 to -146420192.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -941591.750000 Penalty: 2314.210938
	Iteration 0F: 2 clusters Score -941591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -933132.875000 Penalty: 4628.421875
	Iteration 0F: 3 clusters Score -933132.9 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -935650.437500 Penalty: 4628.421875
	Iteration 1F: 3 clusters Score -935650.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -935996.812500 Penalty: 4628.421875
	Iteration 2F: 3 clusters Score -935996.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -936237.937500 Penalty: 4628.421875
	Iteration 3Q: 3 clusters Score -936237.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -936456.375000 Penalty: 4628.421875
	Iteration 4Q: 3 clusters Score -936456.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -936735.250000 Penalty: 4628.421875
	Iteration 5Q: 3 clusters Score -936735.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -937163.500000 Penalty: 4628.421875
	Iteration 6Q: 3 clusters Score -937163.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -938080.000000 Penalty: 4628.421875
	Iteration 7Q: 3 clusters Score -938080 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -939760.437500 Penalty: 4628.421875
	Iteration 8F: 3 clusters Score -939760.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -941173.062500 Penalty: 4628.421875
	Iteration 9F: 3 clusters Score -941173.1 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -942474.437500 Penalty: 4628.421875
	Iteration 10F: 3 clusters Score -942474.4 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -943529.750000 Penalty: 4628.421875
	Iteration 11F: 3 clusters Score -943529.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -944339.875000 Penalty: 4628.421875
	Iteration 12F: 3 clusters Score -944339.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -944970.250000 Penalty: 4628.421875
	Iteration 13Q: 3 clusters Score -944970.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -945234.687500 Penalty: 4628.421875
	Iteration 14Q: 3 clusters Score -945234.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -945354.312500 Penalty: 4628.421875
	Iteration 15Q: 3 clusters Score -945354.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -945428.750000 Penalty: 4628.421875
	Iteration 16Q: 3 clusters Score -945428.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -945491.562500 Penalty: 4628.421875
	Iteration 17Q: 3 clusters Score -945491.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -945551.000000 Penalty: 4628.421875
	Iteration 18Q: 3 clusters Score -945551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -945612.250000 Penalty: 4628.421875
	Iteration 19Q: 3 clusters Score -945612.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -945683.625000 Penalty: 4628.421875
	Iteration 20F: 3 clusters Score -945683.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -945772.875000 Penalty: 4628.421875
	Iteration 21Q: 3 clusters Score -945772.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -945867.562500 Penalty: 4628.421875
	Iteration 22Q: 3 clusters Score -945867.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -945968.562500 Penalty: 4628.421875
	Iteration 23Q: 3 clusters Score -945968.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -946131.937500 Penalty: 4628.421875
	Iteration 24Q: 3 clusters Score -946131.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -946431.875000 Penalty: 4628.421875
	Iteration 25Q: 3 clusters Score -946431.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -946663.250000 Penalty: 4628.421875
	Iteration 26Q: 3 clusters Score -946663.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -946743.437500 Penalty: 4628.421875
	Iteration 27Q: 3 clusters Score -946743.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -946771.375000 Penalty: 4628.421875
	Iteration 28Q: 3 clusters Score -946771.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -946780.500000 Penalty: 4628.421875
	Iteration 29Q: 3 clusters Score -946780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -946782.312500 Penalty: 4628.421875
	Iteration 30Q: 3 clusters Score -946782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -946782.312500 Penalty: 4628.421875
	Iteration 31F: 3 clusters Score -946782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 217885 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 24345 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 14974 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 9327 members 
Entering Unmasked Estep 
Score: -146423600.000000 Penalty: 110317.765625
Splitting cluster 25 changes total score from -146420064.000000 to -146423600.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (24345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Entering Unmasked Estep 
Score: -2198290.250000 Penalty: 2504.820312
	Iteration 0F: 2 clusters Score -2198290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2181392.500000 Penalty: 5009.640625
	Iteration 0F: 3 clusters Score -2181392 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2187309.750000 Penalty: 5009.640625
	Iteration 1F: 3 clusters Score -2187310 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2187792.500000 Penalty: 5009.640625
	Iteration 2F: 3 clusters Score -2187792 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2188309.000000 Penalty: 5009.640625
	Iteration 3Q: 3 clusters Score -2188309 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2189014.000000 Penalty: 5009.640625
	Iteration 4F: 3 clusters Score -2189014 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2189940.500000 Penalty: 5009.640625
	Iteration 5F: 3 clusters Score -2189940 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2191147.000000 Penalty: 5009.640625
	Iteration 6F: 3 clusters Score -2191147 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2192474.750000 Penalty: 5009.640625
	Iteration 7F: 3 clusters Score -2192475 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2193763.750000 Penalty: 5009.640625
	Iteration 8F: 3 clusters Score -2193764 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2194823.000000 Penalty: 5009.640625
	Iteration 9Q: 3 clusters Score -2194823 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2195621.500000 Penalty: 5009.640625
	Iteration 10Q: 3 clusters Score -2195622 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2196147.250000 Penalty: 5009.640625
	Iteration 11Q: 3 clusters Score -2196147 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2196466.250000 Penalty: 5009.640625
	Iteration 12Q: 3 clusters Score -2196466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2196627.000000 Penalty: 5009.640625
	Iteration 13Q: 3 clusters Score -2196627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2196708.250000 Penalty: 5009.640625
	Iteration 14Q: 3 clusters Score -2196708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2196739.000000 Penalty: 5009.640625
	Iteration 15Q: 3 clusters Score -2196739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2196756.500000 Penalty: 5009.640625
	Iteration 16Q: 3 clusters Score -2196756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2196764.500000 Penalty: 5009.640625
	Iteration 17Q: 3 clusters Score -2196764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2196767.000000 Penalty: 5009.640625
	Iteration 18Q: 3 clusters Score -2196767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2196769.250000 Penalty: 5009.640625
	Iteration 19Q: 3 clusters Score -2196769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2196775.250000 Penalty: 5009.640625
	Iteration 20F: 3 clusters Score -2196775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2196778.500000 Penalty: 5009.640625
	Iteration 21Q: 3 clusters Score -2196778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2196775.250000 Penalty: 5009.640625
	Iteration 22Q: 3 clusters Score -2196775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2196780.250000 Penalty: 5009.640625
	Iteration 23Q: 3 clusters Score -2196780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2196780.000000 Penalty: 5009.640625
	Iteration 24Q: 3 clusters Score -2196780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2196780.000000 Penalty: 5009.640625
	Iteration 25F: 3 clusters Score -2196780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 23895 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 511253 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 24941 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 38969 members 
Mstep: Class 18 contains 128172 members 
Mstep: Class 19 contains 147815 members 
Mstep: Class 20 contains 213356 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 77349 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 217885 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 24345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146426848.000000 Penalty: 110317.765625
Iteration 79Q: 32 clusters Score -1.464268e+08 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 3 contains 28607 members 
Mstep: Class 4 contains 23833 members 
Mstep: Class 5 contains 67481 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 16313 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18301 members 
Mstep: Class 11 contains 510355 members 
Mstep: Class 12 contains 18385 members 
Mstep: Class 13 contains 25015 members 
Mstep: Class 14 contains 24743 members 
Mstep: Class 15 contains 4968 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 38994 members 
Mstep: Class 18 contains 128639 members 
Mstep: Class 19 contains 148426 members 
Mstep: Class 20 contains 213530 members 
Mstep: Class 21 contains 9257 members 
Mstep: Class 22 contains 78174 members 
Mstep: Class 23 contains 13962 members 
Mstep: Class 24 contains 216788 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 24336 members 
Mstep: Class 27 contains 2243 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 14239 members 
Mstep: Class 30 contains 4111 members 
Mstep: Class 31 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146432816.000000 Penalty: 110317.765625
Iteration 80F: 32 clusters Score -1.464328e+08 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 26781 members 
Mstep: Class 3 contains 28499 members 
Mstep: Class 4 contains 23459 members 
Mstep: Class 5 contains 67410 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 16316 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 508971 members 
Mstep: Class 12 contains 18466 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 24695 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 17 contains 39016 members 
Mstep: Class 18 contains 128597 members 
Mstep: Class 19 contains 148969 members 
Mstep: Class 20 contains 213342 members 
Mstep: Class 21 contains 9172 members 
Mstep: Class 22 contains 78960 members 
Mstep: Class 23 contains 13970 members 
Mstep: Class 24 contains 215812 members 
Mstep: Class 25 contains 2199 members 
Mstep: Class 26 contains 24324 members 
Mstep: Class 27 contains 2647 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 14752 members 
Mstep: Class 30 contains 4946 members 
Mstep: Class 31 contains 9445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435856.000000 Penalty: 110317.765625
Iteration 81Q: 32 clusters Score -1.464359e+08 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 26781 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 23151 members 
Mstep: Class 5 contains 67355 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 16314 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 18282 members 
Mstep: Class 11 contains 507490 members 
Mstep: Class 12 contains 18570 members 
Mstep: Class 13 contains 24414 members 
Mstep: Class 14 contains 24682 members 
Mstep: Class 15 contains 4860 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 39047 members 
Mstep: Class 18 contains 128510 members 
Mstep: Class 19 contains 149453 members 
Mstep: Class 20 contains 213247 members 
Mstep: Class 21 contains 9105 members 
Mstep: Class 22 contains 79687 members 
Mstep: Class 23 contains 13984 members 
Mstep: Class 24 contains 215232 members 
Mstep: Class 25 contains 2231 members 
Mstep: Class 26 contains 24328 members 
Mstep: Class 27 contains 2905 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 15207 members 
Mstep: Class 30 contains 5534 members 
Mstep: Class 31 contains 9773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437008.000000 Penalty: 110317.765625
Iteration 82Q: 32 clusters Score -1.46437e+08 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 26775 members 
Mstep: Class 3 contains 28268 members 
Mstep: Class 4 contains 22889 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16310 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 18301 members 
Mstep: Class 11 contains 506036 members 
Mstep: Class 12 contains 18679 members 
Mstep: Class 13 contains 24245 members 
Mstep: Class 14 contains 24610 members 
Mstep: Class 15 contains 4845 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 128401 members 
Mstep: Class 19 contains 149829 members 
Mstep: Class 20 contains 213154 members 
Mstep: Class 21 contains 9061 members 
Mstep: Class 22 contains 80456 members 
Mstep: Class 23 contains 14000 members 
Mstep: Class 24 contains 214791 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 24324 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 2259 members 
Mstep: Class 29 contains 15668 members 
Mstep: Class 30 contains 6075 members 
Mstep: Class 31 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146438720.000000 Penalty: 110317.765625
Iteration 83Q: 32 clusters Score -1.464387e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 26775 members 
Mstep: Class 3 contains 28166 members 
Mstep: Class 4 contains 22637 members 
Mstep: Class 5 contains 67326 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 18305 members 
Mstep: Class 11 contains 504736 members 
Mstep: Class 12 contains 18786 members 
Mstep: Class 13 contains 24124 members 
Mstep: Class 14 contains 24550 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 39119 members 
Mstep: Class 18 contains 128282 members 
Mstep: Class 19 contains 150091 members 
Mstep: Class 20 contains 213118 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 81178 members 
Mstep: Class 23 contains 14010 members 
Mstep: Class 24 contains 214449 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 24333 members 
Mstep: Class 27 contains 3143 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 16033 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 10254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439376.000000 Penalty: 110317.765625
Iteration 84Q: 32 clusters Score -1.464394e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 26776 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 22413 members 
Mstep: Class 5 contains 67319 members 
Mstep: Class 6 contains 1758 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16315 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 18321 members 
Mstep: Class 11 contains 503541 members 
Mstep: Class 12 contains 18900 members 
Mstep: Class 13 contains 24027 members 
Mstep: Class 14 contains 24516 members 
Mstep: Class 15 contains 4860 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 39152 members 
Mstep: Class 18 contains 128132 members 
Mstep: Class 19 contains 150291 members 
Mstep: Class 20 contains 213066 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 81916 members 
Mstep: Class 23 contains 14011 members 
Mstep: Class 24 contains 214127 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 24350 members 
Mstep: Class 27 contains 3210 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 16331 members 
Mstep: Class 30 contains 7005 members 
Mstep: Class 31 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439568.000000 Penalty: 110317.765625
Iteration 85Q: 32 clusters Score -1.464396e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 26772 members 
Mstep: Class 3 contains 27976 members 
Mstep: Class 4 contains 22198 members 
Mstep: Class 5 contains 67319 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 18350 members 
Mstep: Class 11 contains 502422 members 
Mstep: Class 12 contains 19019 members 
Mstep: Class 13 contains 23958 members 
Mstep: Class 14 contains 24491 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 39186 members 
Mstep: Class 18 contains 128015 members 
Mstep: Class 19 contains 150463 members 
Mstep: Class 20 contains 213018 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 82624 members 
Mstep: Class 23 contains 14008 members 
Mstep: Class 24 contains 213872 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 24351 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 16568 members 
Mstep: Class 30 contains 7394 members 
Mstep: Class 31 contains 10617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439808.000000 Penalty: 110317.765625
Iteration 86Q: 32 clusters Score -1.464398e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 26776 members 
Mstep: Class 3 contains 27883 members 
Mstep: Class 4 contains 22001 members 
Mstep: Class 5 contains 67313 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16321 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 18364 members 
Mstep: Class 11 contains 501371 members 
Mstep: Class 12 contains 19142 members 
Mstep: Class 13 contains 23889 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 39217 members 
Mstep: Class 18 contains 127911 members 
Mstep: Class 19 contains 150606 members 
Mstep: Class 20 contains 212967 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 83321 members 
Mstep: Class 23 contains 14008 members 
Mstep: Class 24 contains 213629 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 24355 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 16829 members 
Mstep: Class 30 contains 7760 members 
Mstep: Class 31 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440144.000000 Penalty: 110317.765625
Iteration 87Q: 32 clusters Score -1.464401e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26771 members 
Mstep: Class 3 contains 27785 members 
Mstep: Class 4 contains 21829 members 
Mstep: Class 5 contains 67318 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16320 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 18371 members 
Mstep: Class 11 contains 500368 members 
Mstep: Class 12 contains 19252 members 
Mstep: Class 13 contains 23826 members 
Mstep: Class 14 contains 24415 members 
Mstep: Class 15 contains 4837 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 39258 members 
Mstep: Class 18 contains 127829 members 
Mstep: Class 19 contains 150717 members 
Mstep: Class 20 contains 212918 members 
Mstep: Class 21 contains 8959 members 
Mstep: Class 22 contains 83964 members 
Mstep: Class 23 contains 14014 members 
Mstep: Class 24 contains 213435 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 24361 members 
Mstep: Class 27 contains 3313 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 17082 members 
Mstep: Class 30 contains 8104 members 
Mstep: Class 31 contains 10881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440432.000000 Penalty: 110317.765625
Iteration 88Q: 32 clusters Score -1.464404e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 26757 members 
Mstep: Class 3 contains 27709 members 
Mstep: Class 4 contains 21656 members 
Mstep: Class 5 contains 67337 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 18376 members 
Mstep: Class 11 contains 499411 members 
Mstep: Class 12 contains 19379 members 
Mstep: Class 13 contains 23758 members 
Mstep: Class 14 contains 24380 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 127787 members 
Mstep: Class 19 contains 150833 members 
Mstep: Class 20 contains 212871 members 
Mstep: Class 21 contains 8953 members 
Mstep: Class 22 contains 84581 members 
Mstep: Class 23 contains 14027 members 
Mstep: Class 24 contains 213233 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 24371 members 
Mstep: Class 27 contains 3331 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 17302 members 
Mstep: Class 30 contains 8371 members 
Mstep: Class 31 contains 10983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441072.000000 Penalty: 110317.765625
Iteration 89Q: 32 clusters Score -1.464411e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 26750 members 
Mstep: Class 3 contains 27636 members 
Mstep: Class 4 contains 21473 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16306 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 18358 members 
Mstep: Class 11 contains 498507 members 
Mstep: Class 12 contains 19526 members 
Mstep: Class 13 contains 23706 members 
Mstep: Class 14 contains 24326 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 39341 members 
Mstep: Class 18 contains 127759 members 
Mstep: Class 19 contains 150932 members 
Mstep: Class 20 contains 212857 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 85191 members 
Mstep: Class 23 contains 14038 members 
Mstep: Class 24 contains 213092 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 3348 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 17503 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 11074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441536.000000 Penalty: 110317.765625
Iteration 90Q: 32 clusters Score -1.464415e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 26745 members 
Mstep: Class 3 contains 27554 members 
Mstep: Class 4 contains 21307 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16304 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18339 members 
Mstep: Class 11 contains 497611 members 
Mstep: Class 12 contains 19687 members 
Mstep: Class 13 contains 23653 members 
Mstep: Class 14 contains 24271 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 127749 members 
Mstep: Class 19 contains 151021 members 
Mstep: Class 20 contains 212858 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 85800 members 
Mstep: Class 23 contains 14046 members 
Mstep: Class 24 contains 212975 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 24384 members 
Mstep: Class 27 contains 3355 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 17678 members 
Mstep: Class 30 contains 8834 members 
Mstep: Class 31 contains 11164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441424.000000 Penalty: 110317.765625
Iteration 91Q: 32 clusters Score -1.464414e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 26742 members 
Mstep: Class 3 contains 27473 members 
Mstep: Class 4 contains 21125 members 
Mstep: Class 5 contains 67326 members 
Mstep: Class 6 contains 1967 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16305 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 496829 members 
Mstep: Class 12 contains 19857 members 
Mstep: Class 13 contains 23607 members 
Mstep: Class 14 contains 24204 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 17 contains 39378 members 
Mstep: Class 18 contains 127713 members 
Mstep: Class 19 contains 151086 members 
Mstep: Class 20 contains 212855 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 86357 members 
Mstep: Class 23 contains 14053 members 
Mstep: Class 24 contains 212866 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 24398 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 17837 members 
Mstep: Class 30 contains 9057 members 
Mstep: Class 31 contains 11244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441776.000000 Penalty: 110317.765625
Iteration 92Q: 32 clusters Score -1.464418e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 26740 members 
Mstep: Class 3 contains 27411 members 
Mstep: Class 4 contains 20901 members 
Mstep: Class 5 contains 67313 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18339 members 
Mstep: Class 11 contains 496039 members 
Mstep: Class 12 contains 20090 members 
Mstep: Class 13 contains 23578 members 
Mstep: Class 14 contains 24161 members 
Mstep: Class 15 contains 4744 members 
Mstep: Class 16 contains 4077 members 
Mstep: Class 17 contains 39394 members 
Mstep: Class 18 contains 127705 members 
Mstep: Class 19 contains 151143 members 
Mstep: Class 20 contains 212875 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 86890 members 
Mstep: Class 23 contains 14064 members 
Mstep: Class 24 contains 212787 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 24406 members 
Mstep: Class 27 contains 3388 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 17955 members 
Mstep: Class 30 contains 9230 members 
Mstep: Class 31 contains 11316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442144.000000 Penalty: 110317.765625
Iteration 93Q: 32 clusters Score -1.464421e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 26740 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 20707 members 
Mstep: Class 5 contains 67300 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16305 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18365 members 
Mstep: Class 11 contains 495258 members 
Mstep: Class 12 contains 20285 members 
Mstep: Class 13 contains 23541 members 
Mstep: Class 14 contains 24114 members 
Mstep: Class 15 contains 4729 members 
Mstep: Class 16 contains 4115 members 
Mstep: Class 17 contains 39405 members 
Mstep: Class 18 contains 127673 members 
Mstep: Class 19 contains 151212 members 
Mstep: Class 20 contains 212920 members 
Mstep: Class 21 contains 8868 members 
Mstep: Class 22 contains 87435 members 
Mstep: Class 23 contains 14081 members 
Mstep: Class 24 contains 212695 members 
Mstep: Class 25 contains 2519 members 
Mstep: Class 26 contains 24414 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 18049 members 
Mstep: Class 30 contains 9388 members 
Mstep: Class 31 contains 11381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442400.000000 Penalty: 110317.765625
Iteration 94Q: 32 clusters Score -1.464424e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 26733 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 20535 members 
Mstep: Class 5 contains 67297 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16305 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18373 members 
Mstep: Class 11 contains 494461 members 
Mstep: Class 12 contains 20467 members 
Mstep: Class 13 contains 23512 members 
Mstep: Class 14 contains 24075 members 
Mstep: Class 15 contains 4719 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 39418 members 
Mstep: Class 18 contains 127659 members 
Mstep: Class 19 contains 151272 members 
Mstep: Class 20 contains 212965 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 87993 members 
Mstep: Class 23 contains 14088 members 
Mstep: Class 24 contains 212612 members 
Mstep: Class 25 contains 2528 members 
Mstep: Class 26 contains 24421 members 
Mstep: Class 27 contains 3429 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 18162 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 11433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442128.000000 Penalty: 110317.765625
Iteration 95Q: 32 clusters Score -1.464421e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 26725 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 20390 members 
Mstep: Class 5 contains 67297 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16302 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 18383 members 
Mstep: Class 11 contains 493694 members 
Mstep: Class 12 contains 20648 members 
Mstep: Class 13 contains 23483 members 
Mstep: Class 14 contains 24030 members 
Mstep: Class 15 contains 4717 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 39444 members 
Mstep: Class 18 contains 127626 members 
Mstep: Class 19 contains 151340 members 
Mstep: Class 20 contains 213022 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 88533 members 
Mstep: Class 23 contains 14102 members 
Mstep: Class 24 contains 212538 members 
Mstep: Class 25 contains 2536 members 
Mstep: Class 26 contains 24421 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 18256 members 
Mstep: Class 30 contains 9655 members 
Mstep: Class 31 contains 11479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442096.000000 Penalty: 110317.765625
Iteration 96Q: 32 clusters Score -1.464421e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 26727 members 
Mstep: Class 3 contains 27134 members 
Mstep: Class 4 contains 20229 members 
Mstep: Class 5 contains 67291 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16301 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18398 members 
Mstep: Class 11 contains 492965 members 
Mstep: Class 12 contains 20818 members 
Mstep: Class 13 contains 23459 members 
Mstep: Class 14 contains 23985 members 
Mstep: Class 15 contains 4711 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 39462 members 
Mstep: Class 18 contains 127607 members 
Mstep: Class 19 contains 151384 members 
Mstep: Class 20 contains 213061 members 
Mstep: Class 21 contains 8815 members 
Mstep: Class 22 contains 89079 members 
Mstep: Class 23 contains 14120 members 
Mstep: Class 24 contains 212468 members 
Mstep: Class 25 contains 2542 members 
Mstep: Class 26 contains 24424 members 
Mstep: Class 27 contains 3462 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 18334 members 
Mstep: Class 30 contains 9769 members 
Mstep: Class 31 contains 11529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442336.000000 Penalty: 110317.765625
Iteration 97Q: 32 clusters Score -1.464423e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 26729 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 67275 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16298 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18397 members 
Mstep: Class 11 contains 492283 members 
Mstep: Class 12 contains 21021 members 
Mstep: Class 13 contains 23440 members 
Mstep: Class 14 contains 23950 members 
Mstep: Class 15 contains 4708 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 39485 members 
Mstep: Class 18 contains 127587 members 
Mstep: Class 19 contains 151423 members 
Mstep: Class 20 contains 213066 members 
Mstep: Class 21 contains 8801 members 
Mstep: Class 22 contains 89602 members 
Mstep: Class 23 contains 14130 members 
Mstep: Class 24 contains 212414 members 
Mstep: Class 25 contains 2552 members 
Mstep: Class 26 contains 24428 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 18433 members 
Mstep: Class 30 contains 9858 members 
Mstep: Class 31 contains 11577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442656.000000 Penalty: 110317.765625
Iteration 98Q: 32 clusters Score -1.464427e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 26728 members 
Mstep: Class 3 contains 26973 members 
Mstep: Class 4 contains 19895 members 
Mstep: Class 5 contains 67272 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16301 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18404 members 
Mstep: Class 11 contains 491612 members 
Mstep: Class 12 contains 21247 members 
Mstep: Class 13 contains 23425 members 
Mstep: Class 14 contains 23900 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 39520 members 
Mstep: Class 18 contains 127571 members 
Mstep: Class 19 contains 151463 members 
Mstep: Class 20 contains 213086 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 90067 members 
Mstep: Class 23 contains 14134 members 
Mstep: Class 24 contains 212376 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 24430 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 18529 members 
Mstep: Class 30 contains 9946 members 
Mstep: Class 31 contains 11612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442608.000000 Penalty: 110317.765625
Iteration 99Q: 32 clusters Score -1.464426e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 26726 members 
Mstep: Class 3 contains 26896 members 
Mstep: Class 4 contains 19728 members 
Mstep: Class 5 contains 67277 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 18405 members 
Mstep: Class 11 contains 490949 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 13 contains 23414 members 
Mstep: Class 14 contains 23846 members 
Mstep: Class 15 contains 4700 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 39536 members 
Mstep: Class 18 contains 127548 members 
Mstep: Class 19 contains 151495 members 
Mstep: Class 20 contains 213142 members 
Mstep: Class 21 contains 8780 members 
Mstep: Class 22 contains 90533 members 
Mstep: Class 23 contains 14139 members 
Mstep: Class 24 contains 212333 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 24436 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 18637 members 
Mstep: Class 30 contains 10025 members 
Mstep: Class 31 contains 11645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443040.000000 Penalty: 110317.765625
Iteration 100F: 32 clusters Score -1.46443e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 26723 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 19595 members 
Mstep: Class 5 contains 67275 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16305 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18373 members 
Mstep: Class 11 contains 490348 members 
Mstep: Class 12 contains 21709 members 
Mstep: Class 13 contains 23403 members 
Mstep: Class 14 contains 23800 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 39553 members 
Mstep: Class 18 contains 127527 members 
Mstep: Class 19 contains 151519 members 
Mstep: Class 20 contains 213180 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 90972 members 
Mstep: Class 23 contains 14140 members 
Mstep: Class 24 contains 212281 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 24438 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 18639 members 
Mstep: Class 30 contains 10127 members 
Mstep: Class 31 contains 11670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443760.000000 Penalty: 110317.765625
Iteration 101Q: 32 clusters Score -1.464438e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 26721 members 
Mstep: Class 3 contains 26740 members 
Mstep: Class 4 contains 19450 members 
Mstep: Class 5 contains 67276 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16304 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18357 members 
Mstep: Class 11 contains 489709 members 
Mstep: Class 12 contains 21944 members 
Mstep: Class 13 contains 23393 members 
Mstep: Class 14 contains 23763 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 39569 members 
Mstep: Class 18 contains 127499 members 
Mstep: Class 19 contains 151541 members 
Mstep: Class 20 contains 213207 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 91398 members 
Mstep: Class 23 contains 14156 members 
Mstep: Class 24 contains 212220 members 
Mstep: Class 25 contains 2910 members 
Mstep: Class 26 contains 24436 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 18706 members 
Mstep: Class 30 contains 10218 members 
Mstep: Class 31 contains 11695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444000.000000 Penalty: 110317.765625
Iteration 102Q: 32 clusters Score -1.46444e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26727 members 
Mstep: Class 3 contains 26660 members 
Mstep: Class 4 contains 19331 members 
Mstep: Class 5 contains 67292 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16308 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 489033 members 
Mstep: Class 12 contains 22156 members 
Mstep: Class 13 contains 23378 members 
Mstep: Class 14 contains 23726 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 4372 members 
Mstep: Class 17 contains 39588 members 
Mstep: Class 18 contains 127466 members 
Mstep: Class 19 contains 151567 members 
Mstep: Class 20 contains 213221 members 
Mstep: Class 21 contains 8749 members 
Mstep: Class 22 contains 91830 members 
Mstep: Class 23 contains 14162 members 
Mstep: Class 24 contains 212166 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 24441 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 18797 members 
Mstep: Class 30 contains 10303 members 
Mstep: Class 31 contains 11721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444144.000000 Penalty: 110317.765625
Iteration 103Q: 32 clusters Score -1.464441e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 26730 members 
Mstep: Class 3 contains 26585 members 
Mstep: Class 4 contains 19177 members 
Mstep: Class 5 contains 67304 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16311 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 488425 members 
Mstep: Class 12 contains 22361 members 
Mstep: Class 13 contains 23361 members 
Mstep: Class 14 contains 23676 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 39599 members 
Mstep: Class 18 contains 127433 members 
Mstep: Class 19 contains 151584 members 
Mstep: Class 20 contains 213225 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 92238 members 
Mstep: Class 23 contains 14163 members 
Mstep: Class 24 contains 212145 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3583 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 18883 members 
Mstep: Class 30 contains 10381 members 
Mstep: Class 31 contains 11743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444464.000000 Penalty: 110317.765625
Iteration 104Q: 32 clusters Score -1.464445e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 26729 members 
Mstep: Class 3 contains 26524 members 
Mstep: Class 4 contains 19059 members 
Mstep: Class 5 contains 67312 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16314 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 487823 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 23353 members 
Mstep: Class 14 contains 23621 members 
Mstep: Class 15 contains 4429 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 39611 members 
Mstep: Class 18 contains 127408 members 
Mstep: Class 19 contains 151611 members 
Mstep: Class 20 contains 213205 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 92645 members 
Mstep: Class 23 contains 14161 members 
Mstep: Class 24 contains 212094 members 
Mstep: Class 25 contains 3271 members 
Mstep: Class 26 contains 24454 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 18997 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 11762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444352.000000 Penalty: 110317.765625
Iteration 105Q: 32 clusters Score -1.464444e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 26727 members 
Mstep: Class 3 contains 26459 members 
Mstep: Class 4 contains 18933 members 
Mstep: Class 5 contains 67310 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18307 members 
Mstep: Class 11 contains 487179 members 
Mstep: Class 12 contains 22778 members 
Mstep: Class 13 contains 23345 members 
Mstep: Class 14 contains 23581 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 39628 members 
Mstep: Class 18 contains 127398 members 
Mstep: Class 19 contains 151646 members 
Mstep: Class 20 contains 213209 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 93064 members 
Mstep: Class 23 contains 14167 members 
Mstep: Class 24 contains 212035 members 
Mstep: Class 25 contains 3373 members 
Mstep: Class 26 contains 24455 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 19110 members 
Mstep: Class 30 contains 10506 members 
Mstep: Class 31 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445008.000000 Penalty: 110317.765625
Iteration 106Q: 32 clusters Score -1.46445e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 26728 members 
Mstep: Class 3 contains 26391 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 67315 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16308 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18309 members 
Mstep: Class 11 contains 486581 members 
Mstep: Class 12 contains 22990 members 
Mstep: Class 13 contains 23321 members 
Mstep: Class 14 contains 23542 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 4477 members 
Mstep: Class 17 contains 39641 members 
Mstep: Class 18 contains 127388 members 
Mstep: Class 19 contains 151677 members 
Mstep: Class 20 contains 213182 members 
Mstep: Class 21 contains 8747 members 
Mstep: Class 22 contains 93471 members 
Mstep: Class 23 contains 14170 members 
Mstep: Class 24 contains 211964 members 
Mstep: Class 25 contains 3447 members 
Mstep: Class 26 contains 24463 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 19229 members 
Mstep: Class 30 contains 10569 members 
Mstep: Class 31 contains 11812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445200.000000 Penalty: 110317.765625
Iteration 107Q: 32 clusters Score -1.464452e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 26724 members 
Mstep: Class 3 contains 26346 members 
Mstep: Class 4 contains 18683 members 
Mstep: Class 5 contains 67317 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16304 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 18323 members 
Mstep: Class 11 contains 485963 members 
Mstep: Class 12 contains 23192 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 23513 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 4493 members 
Mstep: Class 17 contains 39657 members 
Mstep: Class 18 contains 127387 members 
Mstep: Class 19 contains 151698 members 
Mstep: Class 20 contains 213175 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 93863 members 
Mstep: Class 23 contains 14176 members 
Mstep: Class 24 contains 211908 members 
Mstep: Class 25 contains 3492 members 
Mstep: Class 26 contains 24475 members 
Mstep: Class 27 contains 3678 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 19324 members 
Mstep: Class 30 contains 10620 members 
Mstep: Class 31 contains 11834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445488.000000 Penalty: 110317.765625
Iteration 108Q: 32 clusters Score -1.464455e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 26720 members 
Mstep: Class 3 contains 26291 members 
Mstep: Class 4 contains 18531 members 
Mstep: Class 5 contains 67321 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18341 members 
Mstep: Class 11 contains 485398 members 
Mstep: Class 12 contains 23404 members 
Mstep: Class 13 contains 23282 members 
Mstep: Class 14 contains 23489 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 39679 members 
Mstep: Class 18 contains 127375 members 
Mstep: Class 19 contains 151731 members 
Mstep: Class 20 contains 213157 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 94235 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 211861 members 
Mstep: Class 25 contains 3519 members 
Mstep: Class 26 contains 24486 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 19422 members 
Mstep: Class 30 contains 10660 members 
Mstep: Class 31 contains 11852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445840.000000 Penalty: 110317.765625
Iteration 109Q: 32 clusters Score -1.464458e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 26723 members 
Mstep: Class 3 contains 26241 members 
Mstep: Class 4 contains 18417 members 
Mstep: Class 5 contains 67320 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16301 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 484903 members 
Mstep: Class 12 contains 23582 members 
Mstep: Class 13 contains 23261 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 39691 members 
Mstep: Class 18 contains 127377 members 
Mstep: Class 19 contains 151753 members 
Mstep: Class 20 contains 213134 members 
Mstep: Class 21 contains 8740 members 
Mstep: Class 22 contains 94593 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 211800 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 24492 members 
Mstep: Class 27 contains 3734 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 19513 members 
Mstep: Class 30 contains 10711 members 
Mstep: Class 31 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445856.000000 Penalty: 110317.765625
Iteration 110Q: 32 clusters Score -1.464459e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 26724 members 
Mstep: Class 3 contains 26198 members 
Mstep: Class 4 contains 18304 members 
Mstep: Class 5 contains 67319 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16298 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18361 members 
Mstep: Class 11 contains 484386 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 23250 members 
Mstep: Class 14 contains 23433 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 39709 members 
Mstep: Class 18 contains 127385 members 
Mstep: Class 19 contains 151782 members 
Mstep: Class 20 contains 213109 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 94964 members 
Mstep: Class 23 contains 14189 members 
Mstep: Class 24 contains 211768 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 24494 members 
Mstep: Class 27 contains 3762 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 19579 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445968.000000 Penalty: 110317.765625
Iteration 111Q: 32 clusters Score -1.46446e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 26723 members 
Mstep: Class 3 contains 26164 members 
Mstep: Class 4 contains 18194 members 
Mstep: Class 5 contains 67319 members 
Mstep: Class 6 contains 2426 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18374 members 
Mstep: Class 11 contains 483891 members 
Mstep: Class 12 contains 23927 members 
Mstep: Class 13 contains 23238 members 
Mstep: Class 14 contains 23401 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 4555 members 
Mstep: Class 17 contains 39732 members 
Mstep: Class 18 contains 127399 members 
Mstep: Class 19 contains 151820 members 
Mstep: Class 20 contains 213059 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 95328 members 
Mstep: Class 23 contains 14192 members 
Mstep: Class 24 contains 211747 members 
Mstep: Class 25 contains 3578 members 
Mstep: Class 26 contains 24496 members 
Mstep: Class 27 contains 3770 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 19644 members 
Mstep: Class 30 contains 10769 members 
Mstep: Class 31 contains 11905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445904.000000 Penalty: 110317.765625
Iteration 112Q: 32 clusters Score -1.464459e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 26718 members 
Mstep: Class 3 contains 26138 members 
Mstep: Class 4 contains 18076 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 18372 members 
Mstep: Class 11 contains 483380 members 
Mstep: Class 12 contains 24099 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 23377 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 39756 members 
Mstep: Class 18 contains 127428 members 
Mstep: Class 19 contains 151861 members 
Mstep: Class 20 contains 213015 members 
Mstep: Class 21 contains 8740 members 
Mstep: Class 22 contains 95692 members 
Mstep: Class 23 contains 14193 members 
Mstep: Class 24 contains 211736 members 
Mstep: Class 25 contains 3591 members 
Mstep: Class 26 contains 24500 members 
Mstep: Class 27 contains 3785 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 19704 members 
Mstep: Class 30 contains 10794 members 
Mstep: Class 31 contains 11922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445856.000000 Penalty: 110317.765625
Iteration 113Q: 32 clusters Score -1.464459e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 26720 members 
Mstep: Class 3 contains 26111 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 67337 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 18381 members 
Mstep: Class 11 contains 482866 members 
Mstep: Class 12 contains 24287 members 
Mstep: Class 13 contains 23206 members 
Mstep: Class 14 contains 23352 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 39767 members 
Mstep: Class 18 contains 127450 members 
Mstep: Class 19 contains 151888 members 
Mstep: Class 20 contains 212988 members 
Mstep: Class 21 contains 8733 members 
Mstep: Class 22 contains 96064 members 
Mstep: Class 23 contains 14199 members 
Mstep: Class 24 contains 211732 members 
Mstep: Class 25 contains 3602 members 
Mstep: Class 26 contains 24505 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 19756 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 11936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445856.000000 Penalty: 110317.765625
Iteration 114Q: 32 clusters Score -1.464459e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 26721 members 
Mstep: Class 3 contains 26085 members 
Mstep: Class 4 contains 17856 members 
Mstep: Class 5 contains 67340 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 18389 members 
Mstep: Class 11 contains 482378 members 
Mstep: Class 12 contains 24440 members 
Mstep: Class 13 contains 23198 members 
Mstep: Class 14 contains 23332 members 
Mstep: Class 15 contains 4327 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 39782 members 
Mstep: Class 18 contains 127474 members 
Mstep: Class 19 contains 151896 members 
Mstep: Class 20 contains 212958 members 
Mstep: Class 21 contains 8730 members 
Mstep: Class 22 contains 96444 members 
Mstep: Class 23 contains 14213 members 
Mstep: Class 24 contains 211712 members 
Mstep: Class 25 contains 3609 members 
Mstep: Class 26 contains 24508 members 
Mstep: Class 27 contains 3805 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 19830 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 11952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446192.000000 Penalty: 110317.765625
Iteration 115Q: 32 clusters Score -1.464462e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 26722 members 
Mstep: Class 3 contains 26060 members 
Mstep: Class 4 contains 17768 members 
Mstep: Class 5 contains 67338 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16274 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18402 members 
Mstep: Class 11 contains 481921 members 
Mstep: Class 12 contains 24583 members 
Mstep: Class 13 contains 23182 members 
Mstep: Class 14 contains 23305 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 39801 members 
Mstep: Class 18 contains 127488 members 
Mstep: Class 19 contains 151913 members 
Mstep: Class 20 contains 212902 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 96832 members 
Mstep: Class 23 contains 14220 members 
Mstep: Class 24 contains 211696 members 
Mstep: Class 25 contains 3615 members 
Mstep: Class 26 contains 24512 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 19897 members 
Mstep: Class 30 contains 10857 members 
Mstep: Class 31 contains 11970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446736.000000 Penalty: 110317.765625
Iteration 116Q: 32 clusters Score -1.464467e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 26726 members 
Mstep: Class 3 contains 26038 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 67344 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16270 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18417 members 
Mstep: Class 11 contains 481452 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 23165 members 
Mstep: Class 14 contains 23289 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 17 contains 39819 members 
Mstep: Class 18 contains 127514 members 
Mstep: Class 19 contains 151919 members 
Mstep: Class 20 contains 212858 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 97206 members 
Mstep: Class 23 contains 14233 members 
Mstep: Class 24 contains 211668 members 
Mstep: Class 25 contains 3621 members 
Mstep: Class 26 contains 24513 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 19947 members 
Mstep: Class 30 contains 10880 members 
Mstep: Class 31 contains 11991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446896.000000 Penalty: 110317.765625
Iteration 117Q: 32 clusters Score -1.464469e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 26731 members 
Mstep: Class 3 contains 26013 members 
Mstep: Class 4 contains 17601 members 
Mstep: Class 5 contains 67345 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16267 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18424 members 
Mstep: Class 11 contains 481033 members 
Mstep: Class 12 contains 24838 members 
Mstep: Class 13 contains 23153 members 
Mstep: Class 14 contains 23274 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 39834 members 
Mstep: Class 18 contains 127517 members 
Mstep: Class 19 contains 151927 members 
Mstep: Class 20 contains 212818 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 97578 members 
Mstep: Class 23 contains 14236 members 
Mstep: Class 24 contains 211642 members 
Mstep: Class 25 contains 3623 members 
Mstep: Class 26 contains 24513 members 
Mstep: Class 27 contains 3823 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 20006 members 
Mstep: Class 30 contains 10908 members 
Mstep: Class 31 contains 12008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446992.000000 Penalty: 110317.765625
Iteration 118Q: 32 clusters Score -1.46447e+08 nChanged 965
Entering ConstructFrom: 
Score: -146446992.000000 Penalty: 110317.765625
Entering ConstructFrom: 
Trying to split cluster 1 (25151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Entering Unmasked Estep 
Score: -2164937.250000 Penalty: 2512.897949
	Iteration 0F: 2 clusters Score -2164937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2147511.000000 Penalty: 5025.795898
	Iteration 0F: 3 clusters Score -2147511 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2153551.250000 Penalty: 5025.795898
	Iteration 1F: 3 clusters Score -2153551 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2154023.250000 Penalty: 5025.795898
	Iteration 2Q: 3 clusters Score -2154023 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2154431.750000 Penalty: 5025.795898
	Iteration 3Q: 3 clusters Score -2154432 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2154831.250000 Penalty: 5025.795898
	Iteration 4Q: 3 clusters Score -2154831 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2155257.250000 Penalty: 5025.795898
	Iteration 5Q: 3 clusters Score -2155257 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2155770.250000 Penalty: 5025.795898
	Iteration 6Q: 3 clusters Score -2155770 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2156440.500000 Penalty: 5025.795898
	Iteration 7Q: 3 clusters Score -2156440 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2157217.500000 Penalty: 5025.795898
	Iteration 8Q: 3 clusters Score -2157218 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2158121.250000 Penalty: 5025.795898
	Iteration 9F: 3 clusters Score -2158121 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2158991.250000 Penalty: 5025.795898
	Iteration 10F: 3 clusters Score -2158991 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2159720.750000 Penalty: 5025.795898
	Iteration 11Q: 3 clusters Score -2159721 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2160313.750000 Penalty: 5025.795898
	Iteration 12Q: 3 clusters Score -2160314 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2160689.250000 Penalty: 5025.795898
	Iteration 13Q: 3 clusters Score -2160689 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2160955.500000 Penalty: 5025.795898
	Iteration 14Q: 3 clusters Score -2160956 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2161115.000000 Penalty: 5025.795898
	Iteration 15Q: 3 clusters Score -2161115 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2161237.750000 Penalty: 5025.795898
	Iteration 16Q: 3 clusters Score -2161238 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2161346.750000 Penalty: 5025.795898
	Iteration 17Q: 3 clusters Score -2161347 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2161433.250000 Penalty: 5025.795898
	Iteration 18Q: 3 clusters Score -2161433 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2161533.250000 Penalty: 5025.795898
	Iteration 19Q: 3 clusters Score -2161533 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2161623.250000 Penalty: 5025.795898
	Iteration 20F: 3 clusters Score -2161623 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2161701.000000 Penalty: 5025.795898
	Iteration 21Q: 3 clusters Score -2161701 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2161770.000000 Penalty: 5025.795898
	Iteration 22Q: 3 clusters Score -2161770 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2161814.500000 Penalty: 5025.795898
	Iteration 23Q: 3 clusters Score -2161814 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2161897.500000 Penalty: 5025.795898
	Iteration 24Q: 3 clusters Score -2161898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2161960.750000 Penalty: 5025.795898
	Iteration 25Q: 3 clusters Score -2161961 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2162038.750000 Penalty: 5025.795898
	Iteration 26Q: 3 clusters Score -2162039 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2162102.250000 Penalty: 5025.795898
	Iteration 27Q: 3 clusters Score -2162102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2162162.750000 Penalty: 5025.795898
	Iteration 28Q: 3 clusters Score -2162163 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2162238.000000 Penalty: 5025.795898
	Iteration 29Q: 3 clusters Score -2162238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2162286.750000 Penalty: 5025.795898
	Iteration 30Q: 3 clusters Score -2162287 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2162356.500000 Penalty: 5025.795898
	Iteration 31Q: 3 clusters Score -2162356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2162414.750000 Penalty: 5025.795898
	Iteration 32Q: 3 clusters Score -2162415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2162453.000000 Penalty: 5025.795898
	Iteration 33Q: 3 clusters Score -2162453 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2162500.750000 Penalty: 5025.795898
	Iteration 34Q: 3 clusters Score -2162501 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2162546.250000 Penalty: 5025.795898
	Iteration 35Q: 3 clusters Score -2162546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2162594.500000 Penalty: 5025.795898
	Iteration 36Q: 3 clusters Score -2162594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2162627.000000 Penalty: 5025.795898
	Iteration 37Q: 3 clusters Score -2162627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2162650.250000 Penalty: 5025.795898
	Iteration 38Q: 3 clusters Score -2162650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2162677.250000 Penalty: 5025.795898
	Iteration 39Q: 3 clusters Score -2162677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2162707.500000 Penalty: 5025.795898
	Iteration 40F: 3 clusters Score -2162708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2162737.750000 Penalty: 5025.795898
	Iteration 41Q: 3 clusters Score -2162738 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2162754.750000 Penalty: 5025.795898
	Iteration 42Q: 3 clusters Score -2162755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2162777.500000 Penalty: 5025.795898
	Iteration 43Q: 3 clusters Score -2162778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2162790.750000 Penalty: 5025.795898
	Iteration 44Q: 3 clusters Score -2162791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2162804.750000 Penalty: 5025.795898
	Iteration 45Q: 3 clusters Score -2162805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2162812.250000 Penalty: 5025.795898
	Iteration 46Q: 3 clusters Score -2162812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2162833.250000 Penalty: 5025.795898
	Iteration 47Q: 3 clusters Score -2162833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2162856.000000 Penalty: 5025.795898
	Iteration 48Q: 3 clusters Score -2162856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -2162868.250000 Penalty: 5025.795898
	Iteration 49Q: 3 clusters Score -2162868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2162885.000000 Penalty: 5025.795898
	Iteration 50Q: 3 clusters Score -2162885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2162900.500000 Penalty: 5025.795898
	Iteration 51Q: 3 clusters Score -2162900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2162904.250000 Penalty: 5025.795898
	Iteration 52Q: 3 clusters Score -2162904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2162916.500000 Penalty: 5025.795898
	Iteration 53Q: 3 clusters Score -2162916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2162924.750000 Penalty: 5025.795898
	Iteration 54Q: 3 clusters Score -2162925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2162932.000000 Penalty: 5025.795898
	Iteration 55Q: 3 clusters Score -2162932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2162939.750000 Penalty: 5025.795898
	Iteration 56Q: 3 clusters Score -2162940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2162945.500000 Penalty: 5025.795898
	Iteration 57Q: 3 clusters Score -2162946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2162955.000000 Penalty: 5025.795898
	Iteration 58Q: 3 clusters Score -2162955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2162958.250000 Penalty: 5025.795898
	Iteration 59Q: 3 clusters Score -2162958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2162958.750000 Penalty: 5025.795898
	Iteration 60F: 3 clusters Score -2162959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2162961.250000 Penalty: 5025.795898
	Iteration 61Q: 3 clusters Score -2162961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2162967.500000 Penalty: 5025.795898
	Iteration 62Q: 3 clusters Score -2162968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2162970.250000 Penalty: 5025.795898
	Iteration 63Q: 3 clusters Score -2162970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2162969.000000 Penalty: 5025.795898
	Iteration 64Q: 3 clusters Score -2162969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2162970.250000 Penalty: 5025.795898
	Iteration 65Q: 3 clusters Score -2162970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2162971.500000 Penalty: 5025.795898
	Iteration 66Q: 3 clusters Score -2162972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2162968.750000 Penalty: 5025.795898
	Iteration 67Q: 3 clusters Score -2162969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2162975.250000 Penalty: 5025.795898
	Iteration 68Q: 3 clusters Score -2162975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2162976.250000 Penalty: 5025.795898
	Iteration 69Q: 3 clusters Score -2162976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2162975.000000 Penalty: 5025.795898
	Iteration 70Q: 3 clusters Score -2162975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2162972.000000 Penalty: 5025.795898
	Iteration 71Q: 3 clusters Score -2162972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2162973.750000 Penalty: 5025.795898
	Iteration 72Q: 3 clusters Score -2162974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2162978.250000 Penalty: 5025.795898
	Iteration 73Q: 3 clusters Score -2162978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2162981.000000 Penalty: 5025.795898
	Iteration 74Q: 3 clusters Score -2162981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2162981.750000 Penalty: 5025.795898
	Iteration 75Q: 3 clusters Score -2162982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2162981.000000 Penalty: 5025.795898
	Iteration 76Q: 3 clusters Score -2162981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2162982.750000 Penalty: 5025.795898
	Iteration 77Q: 3 clusters Score -2162983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2162982.750000 Penalty: 5025.795898
	Iteration 78F: 3 clusters Score -2162983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Entering Unmasked Estep 
Score: -2414971.250000 Penalty: 2528.044678
	Iteration 0F: 2 clusters Score -2414971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2396414.000000 Penalty: 5056.089355
	Iteration 0F: 3 clusters Score -2396414 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2403144.750000 Penalty: 5056.089355
	Iteration 1F: 3 clusters Score -2403145 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2403747.000000 Penalty: 5056.089355
	Iteration 2F: 3 clusters Score -2403747 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2404470.500000 Penalty: 5056.089355
	Iteration 3F: 3 clusters Score -2404470 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2405411.000000 Penalty: 5056.089355
	Iteration 4F: 3 clusters Score -2405411 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2406483.750000 Penalty: 5056.089355
	Iteration 5F: 3 clusters Score -2406484 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2407765.000000 Penalty: 5056.089355
	Iteration 6F: 3 clusters Score -2407765 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2409063.500000 Penalty: 5056.089355
	Iteration 7F: 3 clusters Score -2409064 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2410308.000000 Penalty: 5056.089355
	Iteration 8F: 3 clusters Score -2410308 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2411355.750000 Penalty: 5056.089355
	Iteration 9Q: 3 clusters Score -2411356 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2412094.750000 Penalty: 5056.089355
	Iteration 10Q: 3 clusters Score -2412095 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2412516.250000 Penalty: 5056.089355
	Iteration 11Q: 3 clusters Score -2412516 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2412773.250000 Penalty: 5056.089355
	Iteration 12Q: 3 clusters Score -2412773 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2412918.000000 Penalty: 5056.089355
	Iteration 13Q: 3 clusters Score -2412918 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2413002.500000 Penalty: 5056.089355
	Iteration 14Q: 3 clusters Score -2413002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2413064.250000 Penalty: 5056.089355
	Iteration 15Q: 3 clusters Score -2413064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2413116.250000 Penalty: 5056.089355
	Iteration 16Q: 3 clusters Score -2413116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2413152.500000 Penalty: 5056.089355
	Iteration 17Q: 3 clusters Score -2413152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2413163.500000 Penalty: 5056.089355
	Iteration 18Q: 3 clusters Score -2413164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2413172.750000 Penalty: 5056.089355
	Iteration 19Q: 3 clusters Score -2413173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2413178.500000 Penalty: 5056.089355
	Iteration 20F: 3 clusters Score -2413178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2413177.250000 Penalty: 5056.089355
	Iteration 21Q: 3 clusters Score -2413177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -2413176.500000 Penalty: 5056.089355
	Iteration 22Q: 3 clusters Score -2413176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2413181.750000 Penalty: 5056.089355
	Iteration 23Q: 3 clusters Score -2413182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2413186.750000 Penalty: 5056.089355
	Iteration 24Q: 3 clusters Score -2413187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2413185.750000 Penalty: 5056.089355
	Iteration 25Q: 3 clusters Score -2413186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2413189.250000 Penalty: 5056.089355
	Iteration 26Q: 3 clusters Score -2413189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2413188.500000 Penalty: 5056.089355
	Iteration 27Q: 3 clusters Score -2413188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2413186.000000 Penalty: 5056.089355
	Iteration 28Q: 3 clusters Score -2413186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2413190.500000 Penalty: 5056.089355
	Iteration 29Q: 3 clusters Score -2413190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2413190.000000 Penalty: 5056.089355
	Iteration 30Q: 3 clusters Score -2413190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2413193.000000 Penalty: 5056.089355
	Iteration 31Q: 3 clusters Score -2413193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2413194.500000 Penalty: 5056.089355
	Iteration 32Q: 3 clusters Score -2413194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2413194.500000 Penalty: 5056.089355
	Iteration 33F: 3 clusters Score -2413194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Entering Unmasked Estep 
Score: -2221667.250000 Penalty: 2521.026367
	Iteration 0F: 2 clusters Score -2221667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2203859.500000 Penalty: 5042.052734
	Iteration 0F: 3 clusters Score -2203860 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2210059.250000 Penalty: 5042.052734
	Iteration 1F: 3 clusters Score -2210059 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2210553.500000 Penalty: 5042.052734
	Iteration 2F: 3 clusters Score -2210554 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2211056.500000 Penalty: 5042.052734
	Iteration 3Q: 3 clusters Score -2211056 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2211696.000000 Penalty: 5042.052734
	Iteration 4Q: 3 clusters Score -2211696 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2212627.500000 Penalty: 5042.052734
	Iteration 5F: 3 clusters Score -2212628 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2213880.500000 Penalty: 5042.052734
	Iteration 6F: 3 clusters Score -2213880 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2215483.250000 Penalty: 5042.052734
	Iteration 7F: 3 clusters Score -2215483 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2216955.500000 Penalty: 5042.052734
	Iteration 8F: 3 clusters Score -2216956 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2218000.000000 Penalty: 5042.052734
	Iteration 9Q: 3 clusters Score -2218000 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2218626.500000 Penalty: 5042.052734
	Iteration 10Q: 3 clusters Score -2218626 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -2218975.000000 Penalty: 5042.052734
	Iteration 11Q: 3 clusters Score -2218975 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2219215.750000 Penalty: 5042.052734
	Iteration 12Q: 3 clusters Score -2219216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -2219406.000000 Penalty: 5042.052734
	Iteration 13Q: 3 clusters Score -2219406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2219560.000000 Penalty: 5042.052734
	Iteration 14Q: 3 clusters Score -2219560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2219640.750000 Penalty: 5042.052734
	Iteration 15Q: 3 clusters Score -2219641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2219692.500000 Penalty: 5042.052734
	Iteration 16Q: 3 clusters Score -2219692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2219743.750000 Penalty: 5042.052734
	Iteration 17Q: 3 clusters Score -2219744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2219798.750000 Penalty: 5042.052734
	Iteration 18Q: 3 clusters Score -2219799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2219829.000000 Penalty: 5042.052734
	Iteration 19Q: 3 clusters Score -2219829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2219855.750000 Penalty: 5042.052734
	Iteration 20F: 3 clusters Score -2219856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2219882.500000 Penalty: 5042.052734
	Iteration 21Q: 3 clusters Score -2219882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2219905.250000 Penalty: 5042.052734
	Iteration 22Q: 3 clusters Score -2219905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2219929.500000 Penalty: 5042.052734
	Iteration 23Q: 3 clusters Score -2219930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2219939.750000 Penalty: 5042.052734
	Iteration 24Q: 3 clusters Score -2219940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2219953.250000 Penalty: 5042.052734
	Iteration 25Q: 3 clusters Score -2219953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2219961.000000 Penalty: 5042.052734
	Iteration 26Q: 3 clusters Score -2219961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -2219965.250000 Penalty: 5042.052734
	Iteration 27Q: 3 clusters Score -2219965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2219974.750000 Penalty: 5042.052734
	Iteration 28Q: 3 clusters Score -2219975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -2219982.000000 Penalty: 5042.052734
	Iteration 29Q: 3 clusters Score -2219982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2219980.750000 Penalty: 5042.052734
	Iteration 30Q: 3 clusters Score -2219981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2219986.250000 Penalty: 5042.052734
	Iteration 31Q: 3 clusters Score -2219986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2219994.750000 Penalty: 5042.052734
	Iteration 32Q: 3 clusters Score -2219995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2219996.750000 Penalty: 5042.052734
	Iteration 33Q: 3 clusters Score -2219997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2219995.000000 Penalty: 5042.052734
	Iteration 34Q: 3 clusters Score -2219995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2219990.250000 Penalty: 5042.052734
	Iteration 35Q: 3 clusters Score -2219990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -2219997.250000 Penalty: 5042.052734
	Iteration 36Q: 3 clusters Score -2219997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2220000.250000 Penalty: 5042.052734
	Iteration 37Q: 3 clusters Score -2220000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2220001.250000 Penalty: 5042.052734
	Iteration 38Q: 3 clusters Score -2220001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2220001.250000 Penalty: 5042.052734
	Iteration 39Q: 3 clusters Score -2220001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2220001.000000 Penalty: 5042.052734
	Iteration 40F: 3 clusters Score -2220001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2220005.500000 Penalty: 5042.052734
	Iteration 41Q: 3 clusters Score -2220006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2220006.500000 Penalty: 5042.052734
	Iteration 42Q: 3 clusters Score -2220006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2220006.500000 Penalty: 5042.052734
	Iteration 43F: 3 clusters Score -2220006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Entering Unmasked Estep 
Score: -1529392.875000 Penalty: 2423.458740
	Iteration 0F: 2 clusters Score -1529393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1516958.875000 Penalty: 4846.917480
	Iteration 0F: 3 clusters Score -1516959 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1521126.875000 Penalty: 4846.917480
	Iteration 1F: 3 clusters Score -1521127 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1521511.625000 Penalty: 4846.917480
	Iteration 2F: 3 clusters Score -1521512 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1521799.750000 Penalty: 4846.917480
	Iteration 3Q: 3 clusters Score -1521800 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1522073.375000 Penalty: 4846.917480
	Iteration 4Q: 3 clusters Score -1522073 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1522349.875000 Penalty: 4846.917480
	Iteration 5Q: 3 clusters Score -1522350 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1522616.500000 Penalty: 4846.917480
	Iteration 6Q: 3 clusters Score -1522616 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1522927.125000 Penalty: 4846.917480
	Iteration 7Q: 3 clusters Score -1522927 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1523336.750000 Penalty: 4846.917480
	Iteration 8Q: 3 clusters Score -1523337 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1523815.375000 Penalty: 4846.917480
	Iteration 9Q: 3 clusters Score -1523815 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1524305.625000 Penalty: 4846.917480
	Iteration 10Q: 3 clusters Score -1524306 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1524765.625000 Penalty: 4846.917480
	Iteration 11Q: 3 clusters Score -1524766 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1525161.125000 Penalty: 4846.917480
	Iteration 12Q: 3 clusters Score -1525161 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1525447.125000 Penalty: 4846.917480
	Iteration 13Q: 3 clusters Score -1525447 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1525662.125000 Penalty: 4846.917480
	Iteration 14Q: 3 clusters Score -1525662 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1525835.250000 Penalty: 4846.917480
	Iteration 15Q: 3 clusters Score -1525835 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1526003.125000 Penalty: 4846.917480
	Iteration 16Q: 3 clusters Score -1526003 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1526164.750000 Penalty: 4846.917480
	Iteration 17Q: 3 clusters Score -1526165 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1526304.750000 Penalty: 4846.917480
	Iteration 18Q: 3 clusters Score -1526305 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1526425.750000 Penalty: 4846.917480
	Iteration 19Q: 3 clusters Score -1526426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1526555.750000 Penalty: 4846.917480
	Iteration 20F: 3 clusters Score -1526556 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1526661.125000 Penalty: 4846.917480
	Iteration 21Q: 3 clusters Score -1526661 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1526748.625000 Penalty: 4846.917480
	Iteration 22Q: 3 clusters Score -1526749 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1526810.875000 Penalty: 4846.917480
	Iteration 23Q: 3 clusters Score -1526811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1526874.750000 Penalty: 4846.917480
	Iteration 24Q: 3 clusters Score -1526875 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1526926.375000 Penalty: 4846.917480
	Iteration 25Q: 3 clusters Score -1526926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1526981.500000 Penalty: 4846.917480
	Iteration 26Q: 3 clusters Score -1526982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1527030.000000 Penalty: 4846.917480
	Iteration 27Q: 3 clusters Score -1527030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1527075.000000 Penalty: 4846.917480
	Iteration 28Q: 3 clusters Score -1527075 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1527111.250000 Penalty: 4846.917480
	Iteration 29Q: 3 clusters Score -1527111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1527143.625000 Penalty: 4846.917480
	Iteration 30Q: 3 clusters Score -1527144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1527167.875000 Penalty: 4846.917480
	Iteration 31Q: 3 clusters Score -1527168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1527196.625000 Penalty: 4846.917480
	Iteration 32Q: 3 clusters Score -1527197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1527223.250000 Penalty: 4846.917480
	Iteration 33Q: 3 clusters Score -1527223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1527249.375000 Penalty: 4846.917480
	Iteration 34Q: 3 clusters Score -1527249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1527271.375000 Penalty: 4846.917480
	Iteration 35Q: 3 clusters Score -1527271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1527299.250000 Penalty: 4846.917480
	Iteration 36Q: 3 clusters Score -1527299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1527321.625000 Penalty: 4846.917480
	Iteration 37Q: 3 clusters Score -1527322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1527346.125000 Penalty: 4846.917480
	Iteration 38Q: 3 clusters Score -1527346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1527360.250000 Penalty: 4846.917480
	Iteration 39Q: 3 clusters Score -1527360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1527369.500000 Penalty: 4846.917480
	Iteration 40F: 3 clusters Score -1527370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1527378.750000 Penalty: 4846.917480
	Iteration 41Q: 3 clusters Score -1527379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1527388.625000 Penalty: 4846.917480
	Iteration 42Q: 3 clusters Score -1527389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1527393.750000 Penalty: 4846.917480
	Iteration 43Q: 3 clusters Score -1527394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1527398.875000 Penalty: 4846.917480
	Iteration 44Q: 3 clusters Score -1527399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1527404.750000 Penalty: 4846.917480
	Iteration 45Q: 3 clusters Score -1527405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1527408.125000 Penalty: 4846.917480
	Iteration 46Q: 3 clusters Score -1527408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1527409.000000 Penalty: 4846.917480
	Iteration 47Q: 3 clusters Score -1527409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1527410.750000 Penalty: 4846.917480
	Iteration 48Q: 3 clusters Score -1527411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1527412.625000 Penalty: 4846.917480
	Iteration 49Q: 3 clusters Score -1527413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1527419.500000 Penalty: 4846.917480
	Iteration 50Q: 3 clusters Score -1527420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1527423.375000 Penalty: 4846.917480
	Iteration 51Q: 3 clusters Score -1527423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1527426.250000 Penalty: 4846.917480
	Iteration 52Q: 3 clusters Score -1527426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1527428.125000 Penalty: 4846.917480
	Iteration 53Q: 3 clusters Score -1527428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1527428.125000 Penalty: 4846.917480
	Iteration 54F: 3 clusters Score -1527428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Entering Unmasked Estep 
Score: -6055129.000000 Penalty: 2757.168213
	Iteration 0F: 2 clusters Score -6055129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -6009852.000000 Penalty: 5514.336426
	Iteration 0F: 3 clusters Score -6009852 nChanged 31408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6027400.000000 Penalty: 5514.336426
	Iteration 1F: 3 clusters Score -6027400 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -6028086.000000 Penalty: 5514.336426
	Iteration 2Q: 3 clusters Score -6028086 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6029039.000000 Penalty: 5514.336426
	Iteration 3Q: 3 clusters Score -6029039 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -6030048.000000 Penalty: 5514.336426
	Iteration 4Q: 3 clusters Score -6030048 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -6031184.500000 Penalty: 5514.336426
	Iteration 5Q: 3 clusters Score -6031184 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -6032529.000000 Penalty: 5514.336426
	Iteration 6Q: 3 clusters Score -6032529 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -6034011.500000 Penalty: 5514.336426
	Iteration 7Q: 3 clusters Score -6034012 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -6035677.500000 Penalty: 5514.336426
	Iteration 8Q: 3 clusters Score -6035678 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -6037678.500000 Penalty: 5514.336426
	Iteration 9F: 3 clusters Score -6037678 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -6040147.500000 Penalty: 5514.336426
	Iteration 10F: 3 clusters Score -6040148 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6042858.500000 Penalty: 5514.336426
	Iteration 11F: 3 clusters Score -6042858 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -6045685.500000 Penalty: 5514.336426
	Iteration 12F: 3 clusters Score -6045686 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -6048163.000000 Penalty: 5514.336426
	Iteration 13Q: 3 clusters Score -6048163 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -6050280.500000 Penalty: 5514.336426
	Iteration 14Q: 3 clusters Score -6050280 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6051759.500000 Penalty: 5514.336426
	Iteration 15Q: 3 clusters Score -6051760 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6052559.000000 Penalty: 5514.336426
	Iteration 16Q: 3 clusters Score -6052559 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6053011.000000 Penalty: 5514.336426
	Iteration 17Q: 3 clusters Score -6053011 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6053257.500000 Penalty: 5514.336426
	Iteration 18Q: 3 clusters Score -6053258 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6053419.500000 Penalty: 5514.336426
	Iteration 19Q: 3 clusters Score -6053420 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6053512.500000 Penalty: 5514.336426
	Iteration 20F: 3 clusters Score -6053512 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6053567.500000 Penalty: 5514.336426
	Iteration 21Q: 3 clusters Score -6053568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6053590.500000 Penalty: 5514.336426
	Iteration 22Q: 3 clusters Score -6053590 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6053615.000000 Penalty: 5514.336426
	Iteration 23Q: 3 clusters Score -6053615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6053633.000000 Penalty: 5514.336426
	Iteration 24Q: 3 clusters Score -6053633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6053653.000000 Penalty: 5514.336426
	Iteration 25Q: 3 clusters Score -6053653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6053655.000000 Penalty: 5514.336426
	Iteration 26Q: 3 clusters Score -6053655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6053672.500000 Penalty: 5514.336426
	Iteration 27Q: 3 clusters Score -6053672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6053671.000000 Penalty: 5514.336426
	Iteration 28Q: 3 clusters Score -6053671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6053683.000000 Penalty: 5514.336426
	Iteration 29Q: 3 clusters Score -6053683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6053680.000000 Penalty: 5514.336426
	Iteration 30Q: 3 clusters Score -6053680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6053701.500000 Penalty: 5514.336426
	Iteration 31Q: 3 clusters Score -6053702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6053697.000000 Penalty: 5514.336426
	Iteration 32Q: 3 clusters Score -6053697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6053712.000000 Penalty: 5514.336426
	Iteration 33Q: 3 clusters Score -6053712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6053702.000000 Penalty: 5514.336426
	Iteration 34Q: 3 clusters Score -6053702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6053716.000000 Penalty: 5514.336426
	Iteration 35Q: 3 clusters Score -6053716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6053709.500000 Penalty: 5514.336426
	Iteration 36Q: 3 clusters Score -6053710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6053699.500000 Penalty: 5514.336426
	Iteration 37Q: 3 clusters Score -6053700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6053708.500000 Penalty: 5514.336426
	Iteration 38Q: 3 clusters Score -6053708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6053710.500000 Penalty: 5514.336426
	Iteration 39Q: 3 clusters Score -6053710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6053712.000000 Penalty: 5514.336426
	Iteration 40F: 3 clusters Score -6053712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6053710.500000 Penalty: 5514.336426
	Iteration 41Q: 3 clusters Score -6053710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6053722.000000 Penalty: 5514.336426
	Iteration 42Q: 3 clusters Score -6053722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6053722.500000 Penalty: 5514.336426
	Iteration 43Q: 3 clusters Score -6053722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6053727.000000 Penalty: 5514.336426
	Iteration 44Q: 3 clusters Score -6053727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6053724.000000 Penalty: 5514.336426
	Iteration 45Q: 3 clusters Score -6053724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6053722.000000 Penalty: 5514.336426
	Iteration 46Q: 3 clusters Score -6053722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6053728.500000 Penalty: 5514.336426
	Iteration 47Q: 3 clusters Score -6053728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6053731.000000 Penalty: 5514.336426
	Iteration 48Q: 3 clusters Score -6053731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6053731.500000 Penalty: 5514.336426
	Iteration 49Q: 3 clusters Score -6053732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6053735.000000 Penalty: 5514.336426
	Iteration 50Q: 3 clusters Score -6053735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6053732.000000 Penalty: 5514.336426
	Iteration 51Q: 3 clusters Score -6053732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6053732.000000 Penalty: 5514.336426
	Iteration 52F: 3 clusters Score -6053732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -200724.015625 Penalty: 1942.831055
	Iteration 0F: 2 clusters Score -200724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -197802.968750 Penalty: 3885.662109
	Iteration 0F: 3 clusters Score -197803 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -198339.921875 Penalty: 3885.662109
	Iteration 1F: 3 clusters Score -198339.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -198490.312500 Penalty: 3885.662109
	Iteration 2F: 3 clusters Score -198490.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -198573.484375 Penalty: 3885.662109
	Iteration 3Q: 3 clusters Score -198573.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -198636.078125 Penalty: 3885.662109
	Iteration 4Q: 3 clusters Score -198636.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -198675.875000 Penalty: 3885.662109
	Iteration 5Q: 3 clusters Score -198675.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -198706.359375 Penalty: 3885.662109
	Iteration 6Q: 3 clusters Score -198706.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -198729.687500 Penalty: 3885.662109
	Iteration 7Q: 3 clusters Score -198729.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -198765.703125 Penalty: 3885.662109
	Iteration 8Q: 3 clusters Score -198765.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -198809.265625 Penalty: 3885.662109
	Iteration 9Q: 3 clusters Score -198809.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -198850.468750 Penalty: 3885.662109
	Iteration 10Q: 3 clusters Score -198850.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -198886.593750 Penalty: 3885.662109
	Iteration 11Q: 3 clusters Score -198886.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -198902.125000 Penalty: 3885.662109
	Iteration 12Q: 3 clusters Score -198902.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -198922.578125 Penalty: 3885.662109
	Iteration 13Q: 3 clusters Score -198922.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -198937.156250 Penalty: 3885.662109
	Iteration 14Q: 3 clusters Score -198937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -198952.328125 Penalty: 3885.662109
	Iteration 15Q: 3 clusters Score -198952.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -198965.609375 Penalty: 3885.662109
	Iteration 16Q: 3 clusters Score -198965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -198979.093750 Penalty: 3885.662109
	Iteration 17Q: 3 clusters Score -198979.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -198992.718750 Penalty: 3885.662109
	Iteration 18Q: 3 clusters Score -198992.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -199000.781250 Penalty: 3885.662109
	Iteration 19Q: 3 clusters Score -199000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -199007.750000 Penalty: 3885.662109
	Iteration 20F: 3 clusters Score -199007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -199016.156250 Penalty: 3885.662109
	Iteration 21Q: 3 clusters Score -199016.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -199024.843750 Penalty: 3885.662109
	Iteration 22Q: 3 clusters Score -199024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -199030.125000 Penalty: 3885.662109
	Iteration 23Q: 3 clusters Score -199030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -199037.140625 Penalty: 3885.662109
	Iteration 24Q: 3 clusters Score -199037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199043.796875 Penalty: 3885.662109
	Iteration 25Q: 3 clusters Score -199043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -199050.875000 Penalty: 3885.662109
	Iteration 26Q: 3 clusters Score -199050.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -199060.468750 Penalty: 3885.662109
	Iteration 27Q: 3 clusters Score -199060.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -199069.125000 Penalty: 3885.662109
	Iteration 28Q: 3 clusters Score -199069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -199071.593750 Penalty: 3885.662109
	Iteration 29Q: 3 clusters Score -199071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -199075.359375 Penalty: 3885.662109
	Iteration 30Q: 3 clusters Score -199075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -199079.046875 Penalty: 3885.662109
	Iteration 31Q: 3 clusters Score -199079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -199084.203125 Penalty: 3885.662109
	Iteration 32Q: 3 clusters Score -199084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -199088.812500 Penalty: 3885.662109
	Iteration 33Q: 3 clusters Score -199088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -199091.421875 Penalty: 3885.662109
	Iteration 34Q: 3 clusters Score -199091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -199094.765625 Penalty: 3885.662109
	Iteration 35Q: 3 clusters Score -199094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -199096.234375 Penalty: 3885.662109
	Iteration 36Q: 3 clusters Score -199096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -199098.843750 Penalty: 3885.662109
	Iteration 37Q: 3 clusters Score -199098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -199099.437500 Penalty: 3885.662109
	Iteration 38Q: 3 clusters Score -199099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -199100.734375 Penalty: 3885.662109
	Iteration 39Q: 3 clusters Score -199100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -199100.921875 Penalty: 3885.662109
	Iteration 40F: 3 clusters Score -199100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -22445.755859 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -22445.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21243.740234 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -21243.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21356.052734 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -21356.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21424.447266 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -21424.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21462.345703 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -21462.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21530.691406 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -21530.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21572.939453 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -21572.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21591.615234 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -21591.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21608.449219 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -21608.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21608.449219 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -21608.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Entering Unmasked Estep 
Score: -1462660.750000 Penalty: 2404.799072
	Iteration 0F: 2 clusters Score -1462661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1450871.000000 Penalty: 4809.598145
	Iteration 0F: 3 clusters Score -1450871 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1454621.500000 Penalty: 4809.598145
	Iteration 1F: 3 clusters Score -1454622 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1455006.875000 Penalty: 4809.598145
	Iteration 2F: 3 clusters Score -1455007 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1455368.125000 Penalty: 4809.598145
	Iteration 3Q: 3 clusters Score -1455368 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1455776.750000 Penalty: 4809.598145
	Iteration 4Q: 3 clusters Score -1455777 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1456226.875000 Penalty: 4809.598145
	Iteration 5Q: 3 clusters Score -1456227 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1456737.750000 Penalty: 4809.598145
	Iteration 6F: 3 clusters Score -1456738 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1457361.750000 Penalty: 4809.598145
	Iteration 7F: 3 clusters Score -1457362 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1458078.000000 Penalty: 4809.598145
	Iteration 8F: 3 clusters Score -1458078 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1458764.875000 Penalty: 4809.598145
	Iteration 9F: 3 clusters Score -1458765 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1459364.750000 Penalty: 4809.598145
	Iteration 10Q: 3 clusters Score -1459365 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1459877.125000 Penalty: 4809.598145
	Iteration 11Q: 3 clusters Score -1459877 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1460179.625000 Penalty: 4809.598145
	Iteration 12Q: 3 clusters Score -1460180 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1460343.875000 Penalty: 4809.598145
	Iteration 13Q: 3 clusters Score -1460344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1460445.500000 Penalty: 4809.598145
	Iteration 14Q: 3 clusters Score -1460446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1460502.000000 Penalty: 4809.598145
	Iteration 15Q: 3 clusters Score -1460502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1460526.625000 Penalty: 4809.598145
	Iteration 16Q: 3 clusters Score -1460527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1460548.250000 Penalty: 4809.598145
	Iteration 17Q: 3 clusters Score -1460548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1460570.625000 Penalty: 4809.598145
	Iteration 18Q: 3 clusters Score -1460571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1460581.000000 Penalty: 4809.598145
	Iteration 19Q: 3 clusters Score -1460581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1460597.625000 Penalty: 4809.598145
	Iteration 20F: 3 clusters Score -1460598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1460603.875000 Penalty: 4809.598145
	Iteration 21Q: 3 clusters Score -1460604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1460607.125000 Penalty: 4809.598145
	Iteration 22Q: 3 clusters Score -1460607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1460610.875000 Penalty: 4809.598145
	Iteration 23Q: 3 clusters Score -1460611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1460610.500000 Penalty: 4809.598145
	Iteration 24Q: 3 clusters Score -1460610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1460611.250000 Penalty: 4809.598145
	Iteration 25Q: 3 clusters Score -1460611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1460611.500000 Penalty: 4809.598145
	Iteration 26Q: 3 clusters Score -1460612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1460611.500000 Penalty: 4809.598145
	Iteration 27F: 3 clusters Score -1460612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -196813.187500 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -196813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -193930.937500 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -193930.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -194523.328125 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -194523.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -194726.968750 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -194727 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -194863.468750 Penalty: 3858.615723
	Iteration 3F: 3 clusters Score -194863.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -194986.781250 Penalty: 3858.615723
	Iteration 4F: 3 clusters Score -194986.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -195055.609375 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -195055.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -195113.421875 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -195113.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -195160.312500 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -195160.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -195203.375000 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -195203.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -195240.984375 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -195241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -195274.109375 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -195274.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -195306.203125 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -195306.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -195330.781250 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -195330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -195351.953125 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -195352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -195367.468750 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -195367.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -195375.843750 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -195375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -195385.046875 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -195385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -195392.281250 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -195392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -195397.734375 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -195397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -195402.937500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -195402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -195406.796875 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -195406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -195410.375000 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -195410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -195416.031250 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -195416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -195422.421875 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -195422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -195427.578125 Penalty: 3858.615723
	Iteration 24Q: 3 clusters Score -195427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -195436.812500 Penalty: 3858.615723
	Iteration 25Q: 3 clusters Score -195436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -195446.750000 Penalty: 3858.615723
	Iteration 26Q: 3 clusters Score -195446.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -195452.937500 Penalty: 3858.615723
	Iteration 27Q: 3 clusters Score -195452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -195458.312500 Penalty: 3858.615723
	Iteration 28Q: 3 clusters Score -195458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -195462.718750 Penalty: 3858.615723
	Iteration 29Q: 3 clusters Score -195462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -195466.343750 Penalty: 3858.615723
	Iteration 30Q: 3 clusters Score -195466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -195468.531250 Penalty: 3858.615723
	Iteration 31Q: 3 clusters Score -195468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -195470.250000 Penalty: 3858.615723
	Iteration 32Q: 3 clusters Score -195470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -195472.890625 Penalty: 3858.615723
	Iteration 33Q: 3 clusters Score -195472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -195474.234375 Penalty: 3858.615723
	Iteration 34Q: 3 clusters Score -195474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -195474.234375 Penalty: 3858.615723
	Iteration 35F: 3 clusters Score -195474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Entering Unmasked Estep 
Score: -1607882.625000 Penalty: 2435.776855
	Iteration 0F: 2 clusters Score -1607883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1594775.625000 Penalty: 4871.553711
	Iteration 0F: 3 clusters Score -1594776 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1599182.625000 Penalty: 4871.553711
	Iteration 1F: 3 clusters Score -1599183 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1599615.625000 Penalty: 4871.553711
	Iteration 2F: 3 clusters Score -1599616 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1600099.250000 Penalty: 4871.553711
	Iteration 3F: 3 clusters Score -1600099 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1600637.000000 Penalty: 4871.553711
	Iteration 4F: 3 clusters Score -1600637 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1601270.875000 Penalty: 4871.553711
	Iteration 5F: 3 clusters Score -1601271 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1601901.500000 Penalty: 4871.553711
	Iteration 6F: 3 clusters Score -1601902 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1602477.250000 Penalty: 4871.553711
	Iteration 7Q: 3 clusters Score -1602477 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1602924.625000 Penalty: 4871.553711
	Iteration 8Q: 3 clusters Score -1602925 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1603285.250000 Penalty: 4871.553711
	Iteration 9Q: 3 clusters Score -1603285 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1603619.625000 Penalty: 4871.553711
	Iteration 10Q: 3 clusters Score -1603620 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1603910.125000 Penalty: 4871.553711
	Iteration 11Q: 3 clusters Score -1603910 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1604150.375000 Penalty: 4871.553711
	Iteration 12Q: 3 clusters Score -1604150 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1604357.375000 Penalty: 4871.553711
	Iteration 13Q: 3 clusters Score -1604357 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1604534.625000 Penalty: 4871.553711
	Iteration 14Q: 3 clusters Score -1604535 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1604699.250000 Penalty: 4871.553711
	Iteration 15Q: 3 clusters Score -1604699 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1604837.375000 Penalty: 4871.553711
	Iteration 16Q: 3 clusters Score -1604837 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1604958.000000 Penalty: 4871.553711
	Iteration 17Q: 3 clusters Score -1604958 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1605053.125000 Penalty: 4871.553711
	Iteration 18Q: 3 clusters Score -1605053 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1605138.750000 Penalty: 4871.553711
	Iteration 19Q: 3 clusters Score -1605139 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1605213.625000 Penalty: 4871.553711
	Iteration 20F: 3 clusters Score -1605214 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1605278.500000 Penalty: 4871.553711
	Iteration 21Q: 3 clusters Score -1605278 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1605330.125000 Penalty: 4871.553711
	Iteration 22Q: 3 clusters Score -1605330 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1605380.375000 Penalty: 4871.553711
	Iteration 23Q: 3 clusters Score -1605380 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1605426.750000 Penalty: 4871.553711
	Iteration 24Q: 3 clusters Score -1605427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1605459.625000 Penalty: 4871.553711
	Iteration 25Q: 3 clusters Score -1605460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1605487.125000 Penalty: 4871.553711
	Iteration 26Q: 3 clusters Score -1605487 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1605515.125000 Penalty: 4871.553711
	Iteration 27Q: 3 clusters Score -1605515 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1605546.500000 Penalty: 4871.553711
	Iteration 28Q: 3 clusters Score -1605546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1605578.000000 Penalty: 4871.553711
	Iteration 29Q: 3 clusters Score -1605578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1605602.750000 Penalty: 4871.553711
	Iteration 30Q: 3 clusters Score -1605603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1605632.375000 Penalty: 4871.553711
	Iteration 31Q: 3 clusters Score -1605632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1605644.500000 Penalty: 4871.553711
	Iteration 32Q: 3 clusters Score -1605644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1605669.750000 Penalty: 4871.553711
	Iteration 33Q: 3 clusters Score -1605670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1605681.125000 Penalty: 4871.553711
	Iteration 34Q: 3 clusters Score -1605681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1605696.000000 Penalty: 4871.553711
	Iteration 35Q: 3 clusters Score -1605696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1605701.875000 Penalty: 4871.553711
	Iteration 36Q: 3 clusters Score -1605702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1605710.250000 Penalty: 4871.553711
	Iteration 37Q: 3 clusters Score -1605710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1605720.875000 Penalty: 4871.553711
	Iteration 38Q: 3 clusters Score -1605721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1605734.125000 Penalty: 4871.553711
	Iteration 39Q: 3 clusters Score -1605734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1605746.125000 Penalty: 4871.553711
	Iteration 40F: 3 clusters Score -1605746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1605755.000000 Penalty: 4871.553711
	Iteration 41Q: 3 clusters Score -1605755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1605766.750000 Penalty: 4871.553711
	Iteration 42Q: 3 clusters Score -1605767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1605778.250000 Penalty: 4871.553711
	Iteration 43Q: 3 clusters Score -1605778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1605790.375000 Penalty: 4871.553711
	Iteration 44Q: 3 clusters Score -1605790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1605799.500000 Penalty: 4871.553711
	Iteration 45Q: 3 clusters Score -1605800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1605802.750000 Penalty: 4871.553711
	Iteration 46Q: 3 clusters Score -1605803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1605806.000000 Penalty: 4871.553711
	Iteration 47Q: 3 clusters Score -1605806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1605809.625000 Penalty: 4871.553711
	Iteration 48Q: 3 clusters Score -1605810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1605816.625000 Penalty: 4871.553711
	Iteration 49Q: 3 clusters Score -1605817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1605814.875000 Penalty: 4871.553711
	Iteration 50Q: 3 clusters Score -1605815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1605814.875000 Penalty: 4871.553711
	Iteration 51Q: 3 clusters Score -1605815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1605820.375000 Penalty: 4871.553711
	Iteration 52Q: 3 clusters Score -1605820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1605820.250000 Penalty: 4871.553711
	Iteration 53Q: 3 clusters Score -1605820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1605824.500000 Penalty: 4871.553711
	Iteration 54Q: 3 clusters Score -1605824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1605828.875000 Penalty: 4871.553711
	Iteration 55Q: 3 clusters Score -1605829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1605835.625000 Penalty: 4871.553711
	Iteration 56Q: 3 clusters Score -1605836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1605836.500000 Penalty: 4871.553711
	Iteration 57Q: 3 clusters Score -1605836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1605843.250000 Penalty: 4871.553711
	Iteration 58Q: 3 clusters Score -1605843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1605847.625000 Penalty: 4871.553711
	Iteration 59Q: 3 clusters Score -1605848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1605851.500000 Penalty: 4871.553711
	Iteration 60F: 3 clusters Score -1605852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1605855.750000 Penalty: 4871.553711
	Iteration 61Q: 3 clusters Score -1605856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1605857.000000 Penalty: 4871.553711
	Iteration 62Q: 3 clusters Score -1605857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1605866.625000 Penalty: 4871.553711
	Iteration 63Q: 3 clusters Score -1605867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1605868.000000 Penalty: 4871.553711
	Iteration 64Q: 3 clusters Score -1605868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1605877.750000 Penalty: 4871.553711
	Iteration 65Q: 3 clusters Score -1605878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1605879.125000 Penalty: 4871.553711
	Iteration 66Q: 3 clusters Score -1605879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1605884.625000 Penalty: 4871.553711
	Iteration 67Q: 3 clusters Score -1605885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1605884.500000 Penalty: 4871.553711
	Iteration 68Q: 3 clusters Score -1605884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1605884.125000 Penalty: 4871.553711
	Iteration 69Q: 3 clusters Score -1605884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1605889.125000 Penalty: 4871.553711
	Iteration 70Q: 3 clusters Score -1605889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1605892.000000 Penalty: 4871.553711
	Iteration 71Q: 3 clusters Score -1605892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1605896.125000 Penalty: 4871.553711
	Iteration 72Q: 3 clusters Score -1605896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1605904.500000 Penalty: 4871.553711
	Iteration 73Q: 3 clusters Score -1605904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1605908.875000 Penalty: 4871.553711
	Iteration 74Q: 3 clusters Score -1605909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1605915.125000 Penalty: 4871.553711
	Iteration 75Q: 3 clusters Score -1605915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1605918.875000 Penalty: 4871.553711
	Iteration 76Q: 3 clusters Score -1605919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1605921.875000 Penalty: 4871.553711
	Iteration 77Q: 3 clusters Score -1605922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1605922.125000 Penalty: 4871.553711
	Iteration 78Q: 3 clusters Score -1605922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1605922.000000 Penalty: 4871.553711
	Iteration 79Q: 3 clusters Score -1605922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1605924.750000 Penalty: 4871.553711
	Iteration 80F: 3 clusters Score -1605925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1605928.125000 Penalty: 4871.553711
	Iteration 81Q: 3 clusters Score -1605928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1605930.125000 Penalty: 4871.553711
	Iteration 82Q: 3 clusters Score -1605930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1605932.000000 Penalty: 4871.553711
	Iteration 83Q: 3 clusters Score -1605932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1605934.000000 Penalty: 4871.553711
	Iteration 84Q: 3 clusters Score -1605934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1605933.750000 Penalty: 4871.553711
	Iteration 85Q: 3 clusters Score -1605934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1605935.500000 Penalty: 4871.553711
	Iteration 86Q: 3 clusters Score -1605936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1605934.500000 Penalty: 4871.553711
	Iteration 87Q: 3 clusters Score -1605934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1605937.000000 Penalty: 4871.553711
	Iteration 88Q: 3 clusters Score -1605937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1605938.125000 Penalty: 4871.553711
	Iteration 89Q: 3 clusters Score -1605938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1605938.125000 Penalty: 4871.553711
	Iteration 90F: 3 clusters Score -1605938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (480631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480631 members 
Entering Unmasked Estep 
Score: -42217516.000000 Penalty: 3244.548096
	Iteration 0F: 2 clusters Score -4.221752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240065 members 
Mstep: Class 2 contains 240566 members 
Entering Unmasked Estep 
Score: -41907680.000000 Penalty: 6489.096191
	Iteration 0F: 3 clusters Score -4.190768e+07 nChanged 234150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226969 members 
Mstep: Class 2 contains 253662 members 
Entering Unmasked Estep 
Score: -42051264.000000 Penalty: 6489.096191
	Iteration 1F: 3 clusters Score -4.205126e+07 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219483 members 
Mstep: Class 2 contains 261148 members 
Entering Unmasked Estep 
Score: -42055736.000000 Penalty: 6489.096191
	Iteration 2Q: 3 clusters Score -4.205574e+07 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208605 members 
Mstep: Class 2 contains 272026 members 
Entering Unmasked Estep 
Score: -42062328.000000 Penalty: 6489.096191
	Iteration 3Q: 3 clusters Score -4.206233e+07 nChanged 20996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193291 members 
Mstep: Class 2 contains 287340 members 
Entering Unmasked Estep 
Score: -42072120.000000 Penalty: 6489.096191
	Iteration 4Q: 3 clusters Score -4.207212e+07 nChanged 25251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 308449 members 
Entering Unmasked Estep 
Score: -42086120.000000 Penalty: 6489.096191
	Iteration 5F: 3 clusters Score -4.208612e+07 nChanged 29782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 335937 members 
Entering Unmasked Estep 
Score: -42106488.000000 Penalty: 6489.096191
	Iteration 6F: 3 clusters Score -4.210649e+07 nChanged 34345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 369160 members 
Entering Unmasked Estep 
Score: -42130816.000000 Penalty: 6489.096191
	Iteration 7F: 3 clusters Score -4.213082e+07 nChanged 34876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 403568 members 
Entering Unmasked Estep 
Score: -42156636.000000 Penalty: 6489.096191
	Iteration 8F: 3 clusters Score -4.215664e+07 nChanged 29568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 432990 members 
Entering Unmasked Estep 
Score: -42178868.000000 Penalty: 6489.096191
	Iteration 9F: 3 clusters Score -4.217887e+07 nChanged 20652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 453574 members 
Entering Unmasked Estep 
Score: -42194416.000000 Penalty: 6489.096191
	Iteration 10Q: 3 clusters Score -4.219442e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 465696 members 
Entering Unmasked Estep 
Score: -42203316.000000 Penalty: 6489.096191
	Iteration 11Q: 3 clusters Score -4.220332e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 472302 members 
Entering Unmasked Estep 
Score: -42208524.000000 Penalty: 6489.096191
	Iteration 12Q: 3 clusters Score -4.220852e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 475724 members 
Entering Unmasked Estep 
Score: -42210912.000000 Penalty: 6489.096191
	Iteration 13Q: 3 clusters Score -4.221091e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 477511 members 
Entering Unmasked Estep 
Score: -42212408.000000 Penalty: 6489.096191
	Iteration 14Q: 3 clusters Score -4.221241e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 478471 members 
Entering Unmasked Estep 
Score: -42213184.000000 Penalty: 6489.096191
	Iteration 15Q: 3 clusters Score -4.221318e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 478952 members 
Entering Unmasked Estep 
Score: -42213708.000000 Penalty: 6489.096191
	Iteration 16Q: 3 clusters Score -4.221371e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 479189 members 
Entering Unmasked Estep 
Score: -42213948.000000 Penalty: 6489.096191
	Iteration 17Q: 3 clusters Score -4.221395e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 479336 members 
Entering Unmasked Estep 
Score: -42214136.000000 Penalty: 6489.096191
	Iteration 18Q: 3 clusters Score -4.221414e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 479424 members 
Entering Unmasked Estep 
Score: -42214300.000000 Penalty: 6489.096191
	Iteration 19Q: 3 clusters Score -4.22143e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 479458 members 
Entering Unmasked Estep 
Score: -42214404.000000 Penalty: 6489.096191
	Iteration 20F: 3 clusters Score -4.22144e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 479493 members 
Entering Unmasked Estep 
Score: -42214484.000000 Penalty: 6489.096191
	Iteration 21Q: 3 clusters Score -4.221448e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 479506 members 
Entering Unmasked Estep 
Score: -42214504.000000 Penalty: 6489.096191
	Iteration 22Q: 3 clusters Score -4.22145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 479524 members 
Entering Unmasked Estep 
Score: -42214564.000000 Penalty: 6489.096191
	Iteration 23Q: 3 clusters Score -4.221456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 479526 members 
Entering Unmasked Estep 
Score: -42214604.000000 Penalty: 6489.096191
	Iteration 24Q: 3 clusters Score -4.22146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 479509 members 
Entering Unmasked Estep 
Score: -42214652.000000 Penalty: 6489.096191
	Iteration 25Q: 3 clusters Score -4.221465e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 479507 members 
Entering Unmasked Estep 
Score: -42214680.000000 Penalty: 6489.096191
	Iteration 26Q: 3 clusters Score -4.221468e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 479499 members 
Entering Unmasked Estep 
Score: -42214720.000000 Penalty: 6489.096191
	Iteration 27Q: 3 clusters Score -4.221472e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 479502 members 
Entering Unmasked Estep 
Score: -42214736.000000 Penalty: 6489.096191
	Iteration 28Q: 3 clusters Score -4.221474e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 479504 members 
Entering Unmasked Estep 
Score: -42214772.000000 Penalty: 6489.096191
	Iteration 29Q: 3 clusters Score -4.221477e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 479494 members 
Entering Unmasked Estep 
Score: -42214804.000000 Penalty: 6489.096191
	Iteration 30Q: 3 clusters Score -4.22148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 479488 members 
Entering Unmasked Estep 
Score: -42214840.000000 Penalty: 6489.096191
	Iteration 31Q: 3 clusters Score -4.221484e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 479492 members 
Entering Unmasked Estep 
Score: -42214868.000000 Penalty: 6489.096191
	Iteration 32Q: 3 clusters Score -4.221487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 479490 members 
Entering Unmasked Estep 
Score: -42214892.000000 Penalty: 6489.096191
	Iteration 33Q: 3 clusters Score -4.221489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 479484 members 
Entering Unmasked Estep 
Score: -42214888.000000 Penalty: 6489.096191
	Iteration 34Q: 3 clusters Score -4.221489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 479477 members 
Entering Unmasked Estep 
Score: -42214896.000000 Penalty: 6489.096191
	Iteration 35Q: 3 clusters Score -4.22149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 479459 members 
Entering Unmasked Estep 
Score: -42214888.000000 Penalty: 6489.096191
	Iteration 36Q: 3 clusters Score -4.221489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 479445 members 
Entering Unmasked Estep 
Score: -42214896.000000 Penalty: 6489.096191
	Iteration 37Q: 3 clusters Score -4.22149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 479438 members 
Entering Unmasked Estep 
Score: -42214916.000000 Penalty: 6489.096191
	Iteration 38Q: 3 clusters Score -4.221492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 479430 members 
Entering Unmasked Estep 
Score: -42214900.000000 Penalty: 6489.096191
	Iteration 39Q: 3 clusters Score -4.22149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 479425 members 
Entering Unmasked Estep 
Score: -42214900.000000 Penalty: 6489.096191
	Iteration 40F: 3 clusters Score -4.22149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 479424 members 
Entering Unmasked Estep 
Score: -42214916.000000 Penalty: 6489.096191
	Iteration 41Q: 3 clusters Score -4.221492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 479426 members 
Entering Unmasked Estep 
Score: -42214928.000000 Penalty: 6489.096191
	Iteration 42Q: 3 clusters Score -4.221493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 479424 members 
Entering Unmasked Estep 
Score: -42214928.000000 Penalty: 6489.096191
	Iteration 43Q: 3 clusters Score -4.221493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 479420 members 
Entering Unmasked Estep 
Score: -42214948.000000 Penalty: 6489.096191
	Iteration 44Q: 3 clusters Score -4.221495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 479414 members 
Entering Unmasked Estep 
Score: -42214948.000000 Penalty: 6489.096191
	Iteration 45Q: 3 clusters Score -4.221495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 479410 members 
Entering Unmasked Estep 
Score: -42214948.000000 Penalty: 6489.096191
	Iteration 46Q: 3 clusters Score -4.221495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 479404 members 
Entering Unmasked Estep 
Score: -42214944.000000 Penalty: 6489.096191
	Iteration 47Q: 3 clusters Score -4.221494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 479403 members 
Entering Unmasked Estep 
Score: -42214952.000000 Penalty: 6489.096191
	Iteration 48Q: 3 clusters Score -4.221495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 479403 members 
Entering Unmasked Estep 
Score: -42214972.000000 Penalty: 6489.096191
	Iteration 49Q: 3 clusters Score -4.221497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 479399 members 
Entering Unmasked Estep 
Score: -42214956.000000 Penalty: 6489.096191
	Iteration 50Q: 3 clusters Score -4.221496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 479392 members 
Entering Unmasked Estep 
Score: -42214952.000000 Penalty: 6489.096191
	Iteration 51Q: 3 clusters Score -4.221495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 479391 members 
Entering Unmasked Estep 
Score: -42214984.000000 Penalty: 6489.096191
	Iteration 52Q: 3 clusters Score -4.221498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 479391 members 
Entering Unmasked Estep 
Score: -42214984.000000 Penalty: 6489.096191
	Iteration 53Q: 3 clusters Score -4.221498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 479392 members 
Entering Unmasked Estep 
Score: -42214976.000000 Penalty: 6489.096191
	Iteration 54Q: 3 clusters Score -4.221498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 479391 members 
Entering Unmasked Estep 
Score: -42214988.000000 Penalty: 6489.096191
	Iteration 55Q: 3 clusters Score -4.221499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 479389 members 
Entering Unmasked Estep 
Score: -42214996.000000 Penalty: 6489.096191
	Iteration 56Q: 3 clusters Score -4.2215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 479385 members 
Entering Unmasked Estep 
Score: -42214988.000000 Penalty: 6489.096191
	Iteration 57Q: 3 clusters Score -4.221499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 479383 members 
Entering Unmasked Estep 
Score: -42214992.000000 Penalty: 6489.096191
	Iteration 58Q: 3 clusters Score -4.221499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 479381 members 
Entering Unmasked Estep 
Score: -42214996.000000 Penalty: 6489.096191
	Iteration 59Q: 3 clusters Score -4.2215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 479381 members 
Entering Unmasked Estep 
Score: -42214996.000000 Penalty: 6489.096191
	Iteration 60F: 3 clusters Score -4.2215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Entering Unmasked Estep 
Score: -2175270.250000 Penalty: 2510.788818
	Iteration 0F: 2 clusters Score -2175270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2158008.250000 Penalty: 5021.577637
	Iteration 0F: 3 clusters Score -2158008 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2164157.000000 Penalty: 5021.577637
	Iteration 1F: 3 clusters Score -2164157 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2164962.250000 Penalty: 5021.577637
	Iteration 2F: 3 clusters Score -2164962 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2165944.750000 Penalty: 5021.577637
	Iteration 3F: 3 clusters Score -2165945 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2167030.000000 Penalty: 5021.577637
	Iteration 4F: 3 clusters Score -2167030 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2168159.250000 Penalty: 5021.577637
	Iteration 5F: 3 clusters Score -2168159 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2169072.500000 Penalty: 5021.577637
	Iteration 6F: 3 clusters Score -2169072 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2169730.000000 Penalty: 5021.577637
	Iteration 7F: 3 clusters Score -2169730 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2170135.000000 Penalty: 5021.577637
	Iteration 8Q: 3 clusters Score -2170135 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2170394.500000 Penalty: 5021.577637
	Iteration 9Q: 3 clusters Score -2170394 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2170530.750000 Penalty: 5021.577637
	Iteration 10Q: 3 clusters Score -2170531 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2170657.250000 Penalty: 5021.577637
	Iteration 11Q: 3 clusters Score -2170657 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2170727.750000 Penalty: 5021.577637
	Iteration 12Q: 3 clusters Score -2170728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2170786.000000 Penalty: 5021.577637
	Iteration 13Q: 3 clusters Score -2170786 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2170855.500000 Penalty: 5021.577637
	Iteration 14Q: 3 clusters Score -2170856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2170935.250000 Penalty: 5021.577637
	Iteration 15Q: 3 clusters Score -2170935 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2171005.250000 Penalty: 5021.577637
	Iteration 16Q: 3 clusters Score -2171005 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2171096.750000 Penalty: 5021.577637
	Iteration 17Q: 3 clusters Score -2171097 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2171202.750000 Penalty: 5021.577637
	Iteration 18Q: 3 clusters Score -2171203 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2171314.000000 Penalty: 5021.577637
	Iteration 19Q: 3 clusters Score -2171314 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2171458.000000 Penalty: 5021.577637
	Iteration 20F: 3 clusters Score -2171458 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2171630.500000 Penalty: 5021.577637
	Iteration 21Q: 3 clusters Score -2171630 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2171799.500000 Penalty: 5021.577637
	Iteration 22Q: 3 clusters Score -2171800 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2171964.500000 Penalty: 5021.577637
	Iteration 23Q: 3 clusters Score -2171964 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2172125.750000 Penalty: 5021.577637
	Iteration 24Q: 3 clusters Score -2172126 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2172306.000000 Penalty: 5021.577637
	Iteration 25Q: 3 clusters Score -2172306 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2172452.750000 Penalty: 5021.577637
	Iteration 26Q: 3 clusters Score -2172453 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2172567.250000 Penalty: 5021.577637
	Iteration 27Q: 3 clusters Score -2172567 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2172668.500000 Penalty: 5021.577637
	Iteration 28Q: 3 clusters Score -2172668 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2172753.500000 Penalty: 5021.577637
	Iteration 29Q: 3 clusters Score -2172754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2172808.500000 Penalty: 5021.577637
	Iteration 30Q: 3 clusters Score -2172808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2172857.250000 Penalty: 5021.577637
	Iteration 31Q: 3 clusters Score -2172857 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2172900.000000 Penalty: 5021.577637
	Iteration 32Q: 3 clusters Score -2172900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2172938.500000 Penalty: 5021.577637
	Iteration 33Q: 3 clusters Score -2172938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2172982.750000 Penalty: 5021.577637
	Iteration 34Q: 3 clusters Score -2172983 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2173020.250000 Penalty: 5021.577637
	Iteration 35Q: 3 clusters Score -2173020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2173044.750000 Penalty: 5021.577637
	Iteration 36Q: 3 clusters Score -2173045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2173076.500000 Penalty: 5021.577637
	Iteration 37Q: 3 clusters Score -2173076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2173110.250000 Penalty: 5021.577637
	Iteration 38Q: 3 clusters Score -2173110 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2173137.250000 Penalty: 5021.577637
	Iteration 39Q: 3 clusters Score -2173137 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2173168.250000 Penalty: 5021.577637
	Iteration 40F: 3 clusters Score -2173168 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2173212.750000 Penalty: 5021.577637
	Iteration 41Q: 3 clusters Score -2173213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2173247.250000 Penalty: 5021.577637
	Iteration 42Q: 3 clusters Score -2173247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2173284.500000 Penalty: 5021.577637
	Iteration 43Q: 3 clusters Score -2173284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2173313.000000 Penalty: 5021.577637
	Iteration 44Q: 3 clusters Score -2173313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2173331.500000 Penalty: 5021.577637
	Iteration 45Q: 3 clusters Score -2173332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2173349.000000 Penalty: 5021.577637
	Iteration 46Q: 3 clusters Score -2173349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2173359.250000 Penalty: 5021.577637
	Iteration 47Q: 3 clusters Score -2173359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2173377.750000 Penalty: 5021.577637
	Iteration 48Q: 3 clusters Score -2173378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2173394.750000 Penalty: 5021.577637
	Iteration 49Q: 3 clusters Score -2173395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2173403.000000 Penalty: 5021.577637
	Iteration 50Q: 3 clusters Score -2173403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2173406.750000 Penalty: 5021.577637
	Iteration 51Q: 3 clusters Score -2173407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2173412.750000 Penalty: 5021.577637
	Iteration 52Q: 3 clusters Score -2173413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2173420.250000 Penalty: 5021.577637
	Iteration 53Q: 3 clusters Score -2173420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2173428.000000 Penalty: 5021.577637
	Iteration 54Q: 3 clusters Score -2173428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2173429.000000 Penalty: 5021.577637
	Iteration 55Q: 3 clusters Score -2173429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2173438.000000 Penalty: 5021.577637
	Iteration 56Q: 3 clusters Score -2173438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2173441.500000 Penalty: 5021.577637
	Iteration 57Q: 3 clusters Score -2173442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2173449.000000 Penalty: 5021.577637
	Iteration 58Q: 3 clusters Score -2173449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2173447.250000 Penalty: 5021.577637
	Iteration 59Q: 3 clusters Score -2173447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2173452.500000 Penalty: 5021.577637
	Iteration 60F: 3 clusters Score -2173452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2173453.250000 Penalty: 5021.577637
	Iteration 61Q: 3 clusters Score -2173453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2173450.250000 Penalty: 5021.577637
	Iteration 62Q: 3 clusters Score -2173450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2173457.500000 Penalty: 5021.577637
	Iteration 63Q: 3 clusters Score -2173458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2173456.250000 Penalty: 5021.577637
	Iteration 64Q: 3 clusters Score -2173456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2173457.000000 Penalty: 5021.577637
	Iteration 65Q: 3 clusters Score -2173457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2173460.750000 Penalty: 5021.577637
	Iteration 66Q: 3 clusters Score -2173461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2173468.500000 Penalty: 5021.577637
	Iteration 67Q: 3 clusters Score -2173468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2173470.500000 Penalty: 5021.577637
	Iteration 68Q: 3 clusters Score -2173470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2173479.000000 Penalty: 5021.577637
	Iteration 69Q: 3 clusters Score -2173479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2173487.750000 Penalty: 5021.577637
	Iteration 70Q: 3 clusters Score -2173488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2173487.500000 Penalty: 5021.577637
	Iteration 71Q: 3 clusters Score -2173488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2173492.750000 Penalty: 5021.577637
	Iteration 72Q: 3 clusters Score -2173493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2173494.000000 Penalty: 5021.577637
	Iteration 73Q: 3 clusters Score -2173494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2173497.000000 Penalty: 5021.577637
	Iteration 74Q: 3 clusters Score -2173497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2173498.250000 Penalty: 5021.577637
	Iteration 75Q: 3 clusters Score -2173498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2173497.750000 Penalty: 5021.577637
	Iteration 76Q: 3 clusters Score -2173498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2173498.000000 Penalty: 5021.577637
	Iteration 77Q: 3 clusters Score -2173498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2173499.500000 Penalty: 5021.577637
	Iteration 78Q: 3 clusters Score -2173500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2173502.750000 Penalty: 5021.577637
	Iteration 79Q: 3 clusters Score -2173503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2173502.750000 Penalty: 5021.577637
	Iteration 80F: 3 clusters Score -2173503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2173498.250000 Penalty: 5021.577637
	Iteration 81Q: 3 clusters Score -2173498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2173498.250000 Penalty: 5021.577637
	Iteration 82Q: 3 clusters Score -2173498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2173498.250000 Penalty: 5021.577637
	Iteration 83F: 3 clusters Score -2173498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Entering Unmasked Estep 
Score: -1958061.875000 Penalty: 2492.305908
	Iteration 0F: 2 clusters Score -1958062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1942000.625000 Penalty: 4984.611816
	Iteration 0F: 3 clusters Score -1942001 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1947809.125000 Penalty: 4984.611816
	Iteration 1F: 3 clusters Score -1947809 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1948631.625000 Penalty: 4984.611816
	Iteration 2F: 3 clusters Score -1948632 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1949608.125000 Penalty: 4984.611816
	Iteration 3F: 3 clusters Score -1949608 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1950798.250000 Penalty: 4984.611816
	Iteration 4F: 3 clusters Score -1950798 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1951997.375000 Penalty: 4984.611816
	Iteration 5F: 3 clusters Score -1951997 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1953152.000000 Penalty: 4984.611816
	Iteration 6F: 3 clusters Score -1953152 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1954314.625000 Penalty: 4984.611816
	Iteration 7F: 3 clusters Score -1954315 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1955590.375000 Penalty: 4984.611816
	Iteration 8F: 3 clusters Score -1955590 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1956778.750000 Penalty: 4984.611816
	Iteration 9F: 3 clusters Score -1956779 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1957630.375000 Penalty: 4984.611816
	Iteration 10Q: 3 clusters Score -1957630 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1958194.375000 Penalty: 4984.611816
	Iteration 11Q: 3 clusters Score -1958194 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1958540.000000 Penalty: 4984.611816
	Iteration 12Q: 3 clusters Score -1958540 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1958734.250000 Penalty: 4984.611816
	Iteration 13Q: 3 clusters Score -1958734 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1958871.250000 Penalty: 4984.611816
	Iteration 14Q: 3 clusters Score -1958871 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1958951.000000 Penalty: 4984.611816
	Iteration 15Q: 3 clusters Score -1958951 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1959011.625000 Penalty: 4984.611816
	Iteration 16Q: 3 clusters Score -1959012 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1959056.250000 Penalty: 4984.611816
	Iteration 17Q: 3 clusters Score -1959056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1959078.250000 Penalty: 4984.611816
	Iteration 18Q: 3 clusters Score -1959078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1959096.000000 Penalty: 4984.611816
	Iteration 19Q: 3 clusters Score -1959096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1959097.000000 Penalty: 4984.611816
	Iteration 20F: 3 clusters Score -1959097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1959113.625000 Penalty: 4984.611816
	Iteration 21Q: 3 clusters Score -1959114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1959127.750000 Penalty: 4984.611816
	Iteration 22Q: 3 clusters Score -1959128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1959136.625000 Penalty: 4984.611816
	Iteration 23Q: 3 clusters Score -1959137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1959140.250000 Penalty: 4984.611816
	Iteration 24Q: 3 clusters Score -1959140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1959151.625000 Penalty: 4984.611816
	Iteration 25Q: 3 clusters Score -1959152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1959154.250000 Penalty: 4984.611816
	Iteration 26Q: 3 clusters Score -1959154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1959165.125000 Penalty: 4984.611816
	Iteration 27Q: 3 clusters Score -1959165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1959171.250000 Penalty: 4984.611816
	Iteration 28Q: 3 clusters Score -1959171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1959172.375000 Penalty: 4984.611816
	Iteration 29Q: 3 clusters Score -1959172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1959179.875000 Penalty: 4984.611816
	Iteration 30Q: 3 clusters Score -1959180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1959191.625000 Penalty: 4984.611816
	Iteration 31Q: 3 clusters Score -1959192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1959215.750000 Penalty: 4984.611816
	Iteration 32Q: 3 clusters Score -1959216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1959236.875000 Penalty: 4984.611816
	Iteration 33Q: 3 clusters Score -1959237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1959261.250000 Penalty: 4984.611816
	Iteration 34Q: 3 clusters Score -1959261 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1959290.500000 Penalty: 4984.611816
	Iteration 35Q: 3 clusters Score -1959290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1959336.000000 Penalty: 4984.611816
	Iteration 36Q: 3 clusters Score -1959336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1959408.375000 Penalty: 4984.611816
	Iteration 37Q: 3 clusters Score -1959408 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1959526.875000 Penalty: 4984.611816
	Iteration 38Q: 3 clusters Score -1959527 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1959718.375000 Penalty: 4984.611816
	Iteration 39Q: 3 clusters Score -1959718 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1959957.625000 Penalty: 4984.611816
	Iteration 40F: 3 clusters Score -1959958 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1960155.500000 Penalty: 4984.611816
	Iteration 41Q: 3 clusters Score -1960156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1960228.875000 Penalty: 4984.611816
	Iteration 42Q: 3 clusters Score -1960229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1960257.250000 Penalty: 4984.611816
	Iteration 43Q: 3 clusters Score -1960257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1960269.375000 Penalty: 4984.611816
	Iteration 44Q: 3 clusters Score -1960269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1960264.000000 Penalty: 4984.611816
	Iteration 45Q: 3 clusters Score -1960264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1960272.375000 Penalty: 4984.611816
	Iteration 46Q: 3 clusters Score -1960272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1960267.875000 Penalty: 4984.611816
	Iteration 47Q: 3 clusters Score -1960268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1960260.625000 Penalty: 4984.611816
	Iteration 48Q: 3 clusters Score -1960261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1960262.000000 Penalty: 4984.611816
	Iteration 49Q: 3 clusters Score -1960262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1960261.250000 Penalty: 4984.611816
	Iteration 50Q: 3 clusters Score -1960261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1960265.125000 Penalty: 4984.611816
	Iteration 51Q: 3 clusters Score -1960265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1960265.125000 Penalty: 4984.611816
	Iteration 52F: 3 clusters Score -1960265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 26735 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 67347 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 480631 members 
Mstep: Class 12 contains 24938 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 23253 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 39860 members 
Mstep: Class 18 contains 127523 members 
Mstep: Class 19 contains 151942 members 
Mstep: Class 20 contains 212795 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 97929 members 
Mstep: Class 23 contains 14237 members 
Mstep: Class 24 contains 211625 members 
Mstep: Class 25 contains 3630 members 
Mstep: Class 26 contains 24509 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 20039 members 
Mstep: Class 30 contains 10937 members 
Mstep: Class 31 contains 12016 members 
Mstep: Class 32 contains 16798 members 
Entering Unmasked Estep 
Score: -146447760.000000 Penalty: 113876.406250
Splitting cluster 13 changes total score from -146446992.000000 to -146447760.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (23253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Entering Unmasked Estep 
Score: -2036387.375000 Penalty: 2493.438965
	Iteration 0F: 2 clusters Score -2036387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2020248.625000 Penalty: 4986.877930
	Iteration 0F: 3 clusters Score -2020249 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2025769.000000 Penalty: 4986.877930
	Iteration 1F: 3 clusters Score -2025769 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2026238.500000 Penalty: 4986.877930
	Iteration 2F: 3 clusters Score -2026238 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2026660.750000 Penalty: 4986.877930
	Iteration 3Q: 3 clusters Score -2026661 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2027071.125000 Penalty: 4986.877930
	Iteration 4Q: 3 clusters Score -2027071 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2027519.500000 Penalty: 4986.877930
	Iteration 5Q: 3 clusters Score -2027520 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2028019.250000 Penalty: 4986.877930
	Iteration 6Q: 3 clusters Score -2028019 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2028656.875000 Penalty: 4986.877930
	Iteration 7F: 3 clusters Score -2028657 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2029475.000000 Penalty: 4986.877930
	Iteration 8F: 3 clusters Score -2029475 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2030389.000000 Penalty: 4986.877930
	Iteration 9F: 3 clusters Score -2030389 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2031333.875000 Penalty: 4986.877930
	Iteration 10F: 3 clusters Score -2031334 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2032217.625000 Penalty: 4986.877930
	Iteration 11Q: 3 clusters Score -2032218 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2032924.125000 Penalty: 4986.877930
	Iteration 12Q: 3 clusters Score -2032924 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2033449.125000 Penalty: 4986.877930
	Iteration 13Q: 3 clusters Score -2033449 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2033782.000000 Penalty: 4986.877930
	Iteration 14Q: 3 clusters Score -2033782 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2033938.375000 Penalty: 4986.877930
	Iteration 15Q: 3 clusters Score -2033938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2034030.000000 Penalty: 4986.877930
	Iteration 16Q: 3 clusters Score -2034030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2034079.125000 Penalty: 4986.877930
	Iteration 17Q: 3 clusters Score -2034079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2034112.000000 Penalty: 4986.877930
	Iteration 18Q: 3 clusters Score -2034112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2034126.750000 Penalty: 4986.877930
	Iteration 19Q: 3 clusters Score -2034127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2034155.750000 Penalty: 4986.877930
	Iteration 20F: 3 clusters Score -2034156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2034177.375000 Penalty: 4986.877930
	Iteration 21Q: 3 clusters Score -2034177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2034191.625000 Penalty: 4986.877930
	Iteration 22Q: 3 clusters Score -2034192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2034199.250000 Penalty: 4986.877930
	Iteration 23Q: 3 clusters Score -2034199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2034206.625000 Penalty: 4986.877930
	Iteration 24Q: 3 clusters Score -2034207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2034212.000000 Penalty: 4986.877930
	Iteration 25Q: 3 clusters Score -2034212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2034212.125000 Penalty: 4986.877930
	Iteration 26Q: 3 clusters Score -2034212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2034212.125000 Penalty: 4986.877930
	Iteration 27F: 3 clusters Score -2034212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -354234.968750 Penalty: 2076.010742
	Iteration 0F: 2 clusters Score -354235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -350139.000000 Penalty: 4152.021484
	Iteration 0F: 3 clusters Score -350139 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -351118.468750 Penalty: 4152.021484
	Iteration 1F: 3 clusters Score -351118.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -351365.718750 Penalty: 4152.021484
	Iteration 2F: 3 clusters Score -351365.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -351556.062500 Penalty: 4152.021484
	Iteration 3F: 3 clusters Score -351556.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -351718.062500 Penalty: 4152.021484
	Iteration 4F: 3 clusters Score -351718.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -351849.531250 Penalty: 4152.021484
	Iteration 5Q: 3 clusters Score -351849.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -351986.656250 Penalty: 4152.021484
	Iteration 6Q: 3 clusters Score -351986.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -352165.843750 Penalty: 4152.021484
	Iteration 7Q: 3 clusters Score -352165.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -352464.531250 Penalty: 4152.021484
	Iteration 8Q: 3 clusters Score -352464.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -353048.843750 Penalty: 4152.021484
	Iteration 9F: 3 clusters Score -353048.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -353815.000000 Penalty: 4152.021484
	Iteration 10F: 3 clusters Score -353815 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -354257.500000 Penalty: 4152.021484
	Iteration 11F: 3 clusters Score -354257.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -354405.718750 Penalty: 4152.021484
	Iteration 12Q: 3 clusters Score -354405.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -354469.375000 Penalty: 4152.021484
	Iteration 13Q: 3 clusters Score -354469.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -354533.437500 Penalty: 4152.021484
	Iteration 14Q: 3 clusters Score -354533.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -354596.343750 Penalty: 4152.021484
	Iteration 15Q: 3 clusters Score -354596.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -354703.250000 Penalty: 4152.021484
	Iteration 16Q: 3 clusters Score -354703.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -354865.031250 Penalty: 4152.021484
	Iteration 17Q: 3 clusters Score -354865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -354892.343750 Penalty: 4152.021484
	Iteration 18Q: 3 clusters Score -354892.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -354900.312500 Penalty: 4152.021484
	Iteration 19Q: 3 clusters Score -354900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -354910.875000 Penalty: 4152.021484
	Iteration 20F: 3 clusters Score -354910.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -354925.812500 Penalty: 4152.021484
	Iteration 21Q: 3 clusters Score -354925.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -354944.218750 Penalty: 4152.021484
	Iteration 22Q: 3 clusters Score -354944.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -354974.593750 Penalty: 4152.021484
	Iteration 23Q: 3 clusters Score -354974.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -355019.281250 Penalty: 4152.021484
	Iteration 24Q: 3 clusters Score -355019.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -355068.656250 Penalty: 4152.021484
	Iteration 25Q: 3 clusters Score -355068.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -355107.562500 Penalty: 4152.021484
	Iteration 26Q: 3 clusters Score -355107.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -355124.468750 Penalty: 4152.021484
	Iteration 27Q: 3 clusters Score -355124.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -355135.062500 Penalty: 4152.021484
	Iteration 28Q: 3 clusters Score -355135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -355138.562500 Penalty: 4152.021484
	Iteration 29Q: 3 clusters Score -355138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -355139.687500 Penalty: 4152.021484
	Iteration 30Q: 3 clusters Score -355139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -355139.437500 Penalty: 4152.021484
	Iteration 31Q: 3 clusters Score -355139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -355139.437500 Penalty: 4152.021484
	Iteration 32F: 3 clusters Score -355139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 26735 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 67347 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 480631 members 
Mstep: Class 12 contains 24938 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 23253 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 39860 members 
Mstep: Class 18 contains 127523 members 
Mstep: Class 19 contains 151942 members 
Mstep: Class 20 contains 212795 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 97929 members 
Mstep: Class 23 contains 14237 members 
Mstep: Class 24 contains 211625 members 
Mstep: Class 25 contains 3630 members 
Mstep: Class 26 contains 24509 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 20039 members 
Mstep: Class 30 contains 10937 members 
Mstep: Class 31 contains 12016 members 
Mstep: Class 32 contains 16798 members 
Mstep: Class 33 contains 2007 members 
Entering Unmasked Estep 
Score: -146446912.000000 Penalty: 117435.039062
Splitting cluster 15 changes total score from -146446992.000000 to -146446912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -382414.375000 Penalty: 2094.266357
	Iteration 0F: 2 clusters Score -382414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -378035.656250 Penalty: 4188.532715
	Iteration 0F: 3 clusters Score -378035.7 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -379082.531250 Penalty: 4188.532715
	Iteration 1F: 3 clusters Score -379082.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -379330.187500 Penalty: 4188.532715
	Iteration 2F: 3 clusters Score -379330.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -379531.156250 Penalty: 4188.532715
	Iteration 3F: 3 clusters Score -379531.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -379691.875000 Penalty: 4188.532715
	Iteration 4Q: 3 clusters Score -379691.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -379824.968750 Penalty: 4188.532715
	Iteration 5Q: 3 clusters Score -379825 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -379953.531250 Penalty: 4188.532715
	Iteration 6Q: 3 clusters Score -379953.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -380087.562500 Penalty: 4188.532715
	Iteration 7Q: 3 clusters Score -380087.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -380204.625000 Penalty: 4188.532715
	Iteration 8Q: 3 clusters Score -380204.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -380326.000000 Penalty: 4188.532715
	Iteration 9Q: 3 clusters Score -380326 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -380460.281250 Penalty: 4188.532715
	Iteration 10Q: 3 clusters Score -380460.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -380589.000000 Penalty: 4188.532715
	Iteration 11Q: 3 clusters Score -380589 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -380743.187500 Penalty: 4188.532715
	Iteration 12Q: 3 clusters Score -380743.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -380896.031250 Penalty: 4188.532715
	Iteration 13Q: 3 clusters Score -380896 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -381041.281250 Penalty: 4188.532715
	Iteration 14Q: 3 clusters Score -381041.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -381204.500000 Penalty: 4188.532715
	Iteration 15Q: 3 clusters Score -381204.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -381391.062500 Penalty: 4188.532715
	Iteration 16Q: 3 clusters Score -381391.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -381642.062500 Penalty: 4188.532715
	Iteration 17Q: 3 clusters Score -381642.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -381899.250000 Penalty: 4188.532715
	Iteration 18Q: 3 clusters Score -381899.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -382160.031250 Penalty: 4188.532715
	Iteration 19Q: 3 clusters Score -382160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -382409.156250 Penalty: 4188.532715
	Iteration 20F: 3 clusters Score -382409.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -382578.500000 Penalty: 4188.532715
	Iteration 21Q: 3 clusters Score -382578.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -382645.031250 Penalty: 4188.532715
	Iteration 22Q: 3 clusters Score -382645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -382685.875000 Penalty: 4188.532715
	Iteration 23Q: 3 clusters Score -382685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -382708.093750 Penalty: 4188.532715
	Iteration 24Q: 3 clusters Score -382708.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -382728.875000 Penalty: 4188.532715
	Iteration 25Q: 3 clusters Score -382728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -382737.281250 Penalty: 4188.532715
	Iteration 26Q: 3 clusters Score -382737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -382743.000000 Penalty: 4188.532715
	Iteration 27Q: 3 clusters Score -382743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -382743.312500 Penalty: 4188.532715
	Iteration 28Q: 3 clusters Score -382743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -382744.406250 Penalty: 4188.532715
	Iteration 29Q: 3 clusters Score -382744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -382745.156250 Penalty: 4188.532715
	Iteration 30Q: 3 clusters Score -382745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -382745.031250 Penalty: 4188.532715
	Iteration 31Q: 3 clusters Score -382745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -382745.031250 Penalty: 4188.532715
	Iteration 32F: 3 clusters Score -382745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 26735 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 67347 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 480631 members 
Mstep: Class 12 contains 24938 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 23253 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 39860 members 
Mstep: Class 18 contains 127523 members 
Mstep: Class 19 contains 151942 members 
Mstep: Class 20 contains 212795 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 97929 members 
Mstep: Class 23 contains 14237 members 
Mstep: Class 24 contains 211625 members 
Mstep: Class 25 contains 3630 members 
Mstep: Class 26 contains 24509 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 20039 members 
Mstep: Class 30 contains 10937 members 
Mstep: Class 31 contains 12016 members 
Mstep: Class 32 contains 16798 members 
Mstep: Class 33 contains 3881 members 
Entering Unmasked Estep 
Score: -146446704.000000 Penalty: 117435.039062
Splitting cluster 16 changes total score from -146446992.000000 to -146446704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (39860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Entering Unmasked Estep 
Score: -3639292.500000 Penalty: 2627.095703
	Iteration 0F: 2 clusters Score -3639292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3612218.000000 Penalty: 5254.191406
	Iteration 0F: 3 clusters Score -3612218 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3622421.750000 Penalty: 5254.191406
	Iteration 1F: 3 clusters Score -3622422 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3622898.500000 Penalty: 5254.191406
	Iteration 2Q: 3 clusters Score -3622898 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3623347.500000 Penalty: 5254.191406
	Iteration 3Q: 3 clusters Score -3623348 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3623790.750000 Penalty: 5254.191406
	Iteration 4Q: 3 clusters Score -3623791 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3624206.250000 Penalty: 5254.191406
	Iteration 5Q: 3 clusters Score -3624206 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3624660.750000 Penalty: 5254.191406
	Iteration 6Q: 3 clusters Score -3624661 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3625099.500000 Penalty: 5254.191406
	Iteration 7Q: 3 clusters Score -3625100 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3625574.500000 Penalty: 5254.191406
	Iteration 8Q: 3 clusters Score -3625574 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3626161.000000 Penalty: 5254.191406
	Iteration 9Q: 3 clusters Score -3626161 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3626950.750000 Penalty: 5254.191406
	Iteration 10Q: 3 clusters Score -3626951 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3627937.000000 Penalty: 5254.191406
	Iteration 11Q: 3 clusters Score -3627937 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3629207.000000 Penalty: 5254.191406
	Iteration 12Q: 3 clusters Score -3629207 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3630581.000000 Penalty: 5254.191406
	Iteration 13Q: 3 clusters Score -3630581 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3631744.000000 Penalty: 5254.191406
	Iteration 14Q: 3 clusters Score -3631744 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3632468.500000 Penalty: 5254.191406
	Iteration 15Q: 3 clusters Score -3632468 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -3632940.000000 Penalty: 5254.191406
	Iteration 16Q: 3 clusters Score -3632940 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3633228.250000 Penalty: 5254.191406
	Iteration 17Q: 3 clusters Score -3633228 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3633487.000000 Penalty: 5254.191406
	Iteration 18Q: 3 clusters Score -3633487 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3633746.750000 Penalty: 5254.191406
	Iteration 19Q: 3 clusters Score -3633747 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3633974.000000 Penalty: 5254.191406
	Iteration 20F: 3 clusters Score -3633974 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3634205.500000 Penalty: 5254.191406
	Iteration 21Q: 3 clusters Score -3634206 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3634449.500000 Penalty: 5254.191406
	Iteration 22Q: 3 clusters Score -3634450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3634622.750000 Penalty: 5254.191406
	Iteration 23Q: 3 clusters Score -3634623 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3634801.000000 Penalty: 5254.191406
	Iteration 24Q: 3 clusters Score -3634801 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3635004.500000 Penalty: 5254.191406
	Iteration 25Q: 3 clusters Score -3635004 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3635173.250000 Penalty: 5254.191406
	Iteration 26Q: 3 clusters Score -3635173 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3635346.000000 Penalty: 5254.191406
	Iteration 27Q: 3 clusters Score -3635346 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3635522.750000 Penalty: 5254.191406
	Iteration 28Q: 3 clusters Score -3635523 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3635663.000000 Penalty: 5254.191406
	Iteration 29Q: 3 clusters Score -3635663 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3635812.000000 Penalty: 5254.191406
	Iteration 30Q: 3 clusters Score -3635812 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3635958.250000 Penalty: 5254.191406
	Iteration 31Q: 3 clusters Score -3635958 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3636079.000000 Penalty: 5254.191406
	Iteration 32Q: 3 clusters Score -3636079 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3636197.500000 Penalty: 5254.191406
	Iteration 33Q: 3 clusters Score -3636198 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3636305.000000 Penalty: 5254.191406
	Iteration 34Q: 3 clusters Score -3636305 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3636390.000000 Penalty: 5254.191406
	Iteration 35Q: 3 clusters Score -3636390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3636492.500000 Penalty: 5254.191406
	Iteration 36Q: 3 clusters Score -3636492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3636563.000000 Penalty: 5254.191406
	Iteration 37Q: 3 clusters Score -3636563 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3636628.500000 Penalty: 5254.191406
	Iteration 38Q: 3 clusters Score -3636628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3636680.250000 Penalty: 5254.191406
	Iteration 39Q: 3 clusters Score -3636680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3636734.500000 Penalty: 5254.191406
	Iteration 40F: 3 clusters Score -3636734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3636773.750000 Penalty: 5254.191406
	Iteration 41Q: 3 clusters Score -3636774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3636815.000000 Penalty: 5254.191406
	Iteration 42Q: 3 clusters Score -3636815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3636836.500000 Penalty: 5254.191406
	Iteration 43Q: 3 clusters Score -3636836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3636865.250000 Penalty: 5254.191406
	Iteration 44Q: 3 clusters Score -3636865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3636889.500000 Penalty: 5254.191406
	Iteration 45Q: 3 clusters Score -3636890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3636919.750000 Penalty: 5254.191406
	Iteration 46Q: 3 clusters Score -3636920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3636947.250000 Penalty: 5254.191406
	Iteration 47Q: 3 clusters Score -3636947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3636956.750000 Penalty: 5254.191406
	Iteration 48Q: 3 clusters Score -3636957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3636965.750000 Penalty: 5254.191406
	Iteration 49Q: 3 clusters Score -3636966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3636989.750000 Penalty: 5254.191406
	Iteration 50Q: 3 clusters Score -3636990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3636997.500000 Penalty: 5254.191406
	Iteration 51Q: 3 clusters Score -3636998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3637011.000000 Penalty: 5254.191406
	Iteration 52Q: 3 clusters Score -3637011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3637018.500000 Penalty: 5254.191406
	Iteration 53Q: 3 clusters Score -3637018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3637028.500000 Penalty: 5254.191406
	Iteration 54Q: 3 clusters Score -3637028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3637030.000000 Penalty: 5254.191406
	Iteration 55Q: 3 clusters Score -3637030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3637027.000000 Penalty: 5254.191406
	Iteration 56Q: 3 clusters Score -3637027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3637033.500000 Penalty: 5254.191406
	Iteration 57Q: 3 clusters Score -3637034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3637033.750000 Penalty: 5254.191406
	Iteration 58Q: 3 clusters Score -3637034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3637039.000000 Penalty: 5254.191406
	Iteration 59Q: 3 clusters Score -3637039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3637035.500000 Penalty: 5254.191406
	Iteration 60F: 3 clusters Score -3637036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3637039.500000 Penalty: 5254.191406
	Iteration 61Q: 3 clusters Score -3637040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3637037.000000 Penalty: 5254.191406
	Iteration 62Q: 3 clusters Score -3637037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3637040.750000 Penalty: 5254.191406
	Iteration 63Q: 3 clusters Score -3637041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3637038.250000 Penalty: 5254.191406
	Iteration 64Q: 3 clusters Score -3637038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3637038.250000 Penalty: 5254.191406
	Iteration 65F: 3 clusters Score -3637038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Entering Unmasked Estep 
Score: -11629705.000000 Penalty: 2915.500977
	Iteration 0F: 2 clusters Score -1.16297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -11544431.000000 Penalty: 5831.001953
	Iteration 0F: 3 clusters Score -1.154443e+07 nChanged 60568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -11578902.000000 Penalty: 5831.001953
	Iteration 1F: 3 clusters Score -1.15789e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -11579940.000000 Penalty: 5831.001953
	Iteration 2Q: 3 clusters Score -1.157994e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -11581439.000000 Penalty: 5831.001953
	Iteration 3Q: 3 clusters Score -1.158144e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -11584013.000000 Penalty: 5831.001953
	Iteration 4Q: 3 clusters Score -1.158401e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -11589015.000000 Penalty: 5831.001953
	Iteration 5F: 3 clusters Score -1.158902e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -11596646.000000 Penalty: 5831.001953
	Iteration 6F: 3 clusters Score -1.159665e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -11606203.000000 Penalty: 5831.001953
	Iteration 7F: 3 clusters Score -1.16062e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -11614752.000000 Penalty: 5831.001953
	Iteration 8F: 3 clusters Score -1.161475e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -11620499.000000 Penalty: 5831.001953
	Iteration 9Q: 3 clusters Score -1.16205e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -11623925.000000 Penalty: 5831.001953
	Iteration 10Q: 3 clusters Score -1.162392e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -11625658.000000 Penalty: 5831.001953
	Iteration 11Q: 3 clusters Score -1.162566e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -11626387.000000 Penalty: 5831.001953
	Iteration 12Q: 3 clusters Score -1.162639e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -11626813.000000 Penalty: 5831.001953
	Iteration 13Q: 3 clusters Score -1.162681e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 124970 members 
Entering Unmasked Estep 
Score: -11627047.000000 Penalty: 5831.001953
	Iteration 14Q: 3 clusters Score -1.162705e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -11627154.000000 Penalty: 5831.001953
	Iteration 15Q: 3 clusters Score -1.162715e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -11627224.000000 Penalty: 5831.001953
	Iteration 16Q: 3 clusters Score -1.162722e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -11627267.000000 Penalty: 5831.001953
	Iteration 17Q: 3 clusters Score -1.162727e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -11627290.000000 Penalty: 5831.001953
	Iteration 18Q: 3 clusters Score -1.162729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 125348 members 
Entering Unmasked Estep 
Score: -11627337.000000 Penalty: 5831.001953
	Iteration 19Q: 3 clusters Score -1.162734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 125372 members 
Entering Unmasked Estep 
Score: -11627302.000000 Penalty: 5831.001953
	Iteration 20F: 3 clusters Score -1.16273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -11627326.000000 Penalty: 5831.001953
	Iteration 21Q: 3 clusters Score -1.162733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -11627333.000000 Penalty: 5831.001953
	Iteration 22Q: 3 clusters Score -1.162733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -11627354.000000 Penalty: 5831.001953
	Iteration 23Q: 3 clusters Score -1.162735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -11627370.000000 Penalty: 5831.001953
	Iteration 24Q: 3 clusters Score -1.162737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -11627390.000000 Penalty: 5831.001953
	Iteration 25Q: 3 clusters Score -1.162739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 125523 members 
Entering Unmasked Estep 
Score: -11627409.000000 Penalty: 5831.001953
	Iteration 26Q: 3 clusters Score -1.162741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -11627402.000000 Penalty: 5831.001953
	Iteration 27Q: 3 clusters Score -1.16274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 125551 members 
Entering Unmasked Estep 
Score: -11627411.000000 Penalty: 5831.001953
	Iteration 28Q: 3 clusters Score -1.162741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -11627397.000000 Penalty: 5831.001953
	Iteration 29Q: 3 clusters Score -1.16274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -11627403.000000 Penalty: 5831.001953
	Iteration 30Q: 3 clusters Score -1.16274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 125550 members 
Entering Unmasked Estep 
Score: -11627413.000000 Penalty: 5831.001953
	Iteration 31Q: 3 clusters Score -1.162741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -11627414.000000 Penalty: 5831.001953
	Iteration 32Q: 3 clusters Score -1.162741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -11627417.000000 Penalty: 5831.001953
	Iteration 33Q: 3 clusters Score -1.162742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -11627417.000000 Penalty: 5831.001953
	Iteration 34Q: 3 clusters Score -1.162742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -11627419.000000 Penalty: 5831.001953
	Iteration 35Q: 3 clusters Score -1.162742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -11627419.000000 Penalty: 5831.001953
	Iteration 36Q: 3 clusters Score -1.162742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -11627419.000000 Penalty: 5831.001953
	Iteration 37F: 3 clusters Score -1.162742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Entering Unmasked Estep 
Score: -13645365.000000 Penalty: 2958.951172
	Iteration 0F: 2 clusters Score -1.364536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -13543109.000000 Penalty: 5917.902344
	Iteration 0F: 3 clusters Score -1.354311e+07 nChanged 72671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -13585864.000000 Penalty: 5917.902344
	Iteration 1F: 3 clusters Score -1.358586e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -13586995.000000 Penalty: 5917.902344
	Iteration 2Q: 3 clusters Score -1.3587e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -13588245.000000 Penalty: 5917.902344
	Iteration 3Q: 3 clusters Score -1.358824e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -13589842.000000 Penalty: 5917.902344
	Iteration 4Q: 3 clusters Score -1.358984e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -13591812.000000 Penalty: 5917.902344
	Iteration 5Q: 3 clusters Score -1.359181e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -13594226.000000 Penalty: 5917.902344
	Iteration 6Q: 3 clusters Score -1.359423e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -13597908.000000 Penalty: 5917.902344
	Iteration 7Q: 3 clusters Score -1.359791e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -13602611.000000 Penalty: 5917.902344
	Iteration 8F: 3 clusters Score -1.360261e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -13608898.000000 Penalty: 5917.902344
	Iteration 9F: 3 clusters Score -1.36089e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -13615771.000000 Penalty: 5917.902344
	Iteration 10F: 3 clusters Score -1.361577e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 109344 members 
Entering Unmasked Estep 
Score: -13621177.000000 Penalty: 5917.902344
	Iteration 11Q: 3 clusters Score -1.362118e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -13624375.000000 Penalty: 5917.902344
	Iteration 12Q: 3 clusters Score -1.362438e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 116574 members 
Entering Unmasked Estep 
Score: -13626418.000000 Penalty: 5917.902344
	Iteration 13Q: 3 clusters Score -1.362642e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -13627997.000000 Penalty: 5917.902344
	Iteration 14Q: 3 clusters Score -1.3628e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 122841 members 
Entering Unmasked Estep 
Score: -13629600.000000 Penalty: 5917.902344
	Iteration 15Q: 3 clusters Score -1.36296e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -13631061.000000 Penalty: 5917.902344
	Iteration 16Q: 3 clusters Score -1.363106e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -13632628.000000 Penalty: 5917.902344
	Iteration 17Q: 3 clusters Score -1.363263e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -13634208.000000 Penalty: 5917.902344
	Iteration 18Q: 3 clusters Score -1.363421e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -13635591.000000 Penalty: 5917.902344
	Iteration 19Q: 3 clusters Score -1.363559e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 136400 members 
Entering Unmasked Estep 
Score: -13636771.000000 Penalty: 5917.902344
	Iteration 20F: 3 clusters Score -1.363677e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -13637779.000000 Penalty: 5917.902344
	Iteration 21Q: 3 clusters Score -1.363778e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -13638696.000000 Penalty: 5917.902344
	Iteration 22Q: 3 clusters Score -1.36387e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 141924 members 
Entering Unmasked Estep 
Score: -13639450.000000 Penalty: 5917.902344
	Iteration 23Q: 3 clusters Score -1.363945e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 143378 members 
Entering Unmasked Estep 
Score: -13640041.000000 Penalty: 5917.902344
	Iteration 24Q: 3 clusters Score -1.364004e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -13640516.000000 Penalty: 5917.902344
	Iteration 25Q: 3 clusters Score -1.364052e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -13640960.000000 Penalty: 5917.902344
	Iteration 26Q: 3 clusters Score -1.364096e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -13641313.000000 Penalty: 5917.902344
	Iteration 27Q: 3 clusters Score -1.364131e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -13641629.000000 Penalty: 5917.902344
	Iteration 28Q: 3 clusters Score -1.364163e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -13641845.000000 Penalty: 5917.902344
	Iteration 29Q: 3 clusters Score -1.364184e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -13642087.000000 Penalty: 5917.902344
	Iteration 30Q: 3 clusters Score -1.364209e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -13642184.000000 Penalty: 5917.902344
	Iteration 31Q: 3 clusters Score -1.364218e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -13642281.000000 Penalty: 5917.902344
	Iteration 32Q: 3 clusters Score -1.364228e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 149369 members 
Entering Unmasked Estep 
Score: -13642420.000000 Penalty: 5917.902344
	Iteration 33Q: 3 clusters Score -1.364242e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -13642520.000000 Penalty: 5917.902344
	Iteration 34Q: 3 clusters Score -1.364252e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -13642574.000000 Penalty: 5917.902344
	Iteration 35Q: 3 clusters Score -1.364257e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 149917 members 
Entering Unmasked Estep 
Score: -13642649.000000 Penalty: 5917.902344
	Iteration 36Q: 3 clusters Score -1.364265e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 150037 members 
Entering Unmasked Estep 
Score: -13642726.000000 Penalty: 5917.902344
	Iteration 37Q: 3 clusters Score -1.364273e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -13642742.000000 Penalty: 5917.902344
	Iteration 38Q: 3 clusters Score -1.364274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -13642793.000000 Penalty: 5917.902344
	Iteration 39Q: 3 clusters Score -1.364279e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 150270 members 
Entering Unmasked Estep 
Score: -13642835.000000 Penalty: 5917.902344
	Iteration 40F: 3 clusters Score -1.364284e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -13642853.000000 Penalty: 5917.902344
	Iteration 41Q: 3 clusters Score -1.364285e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -13642857.000000 Penalty: 5917.902344
	Iteration 42Q: 3 clusters Score -1.364286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -13642863.000000 Penalty: 5917.902344
	Iteration 43Q: 3 clusters Score -1.364286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 150424 members 
Entering Unmasked Estep 
Score: -13642894.000000 Penalty: 5917.902344
	Iteration 44Q: 3 clusters Score -1.364289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -13642896.000000 Penalty: 5917.902344
	Iteration 45Q: 3 clusters Score -1.36429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 150483 members 
Entering Unmasked Estep 
Score: -13642918.000000 Penalty: 5917.902344
	Iteration 46Q: 3 clusters Score -1.364292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 150503 members 
Entering Unmasked Estep 
Score: -13642915.000000 Penalty: 5917.902344
	Iteration 47Q: 3 clusters Score -1.364292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 150520 members 
Entering Unmasked Estep 
Score: -13642921.000000 Penalty: 5917.902344
	Iteration 48Q: 3 clusters Score -1.364292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -13642928.000000 Penalty: 5917.902344
	Iteration 49Q: 3 clusters Score -1.364293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 150544 members 
Entering Unmasked Estep 
Score: -13642937.000000 Penalty: 5917.902344
	Iteration 50Q: 3 clusters Score -1.364294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 150557 members 
Entering Unmasked Estep 
Score: -13642934.000000 Penalty: 5917.902344
	Iteration 51Q: 3 clusters Score -1.364293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 150566 members 
Entering Unmasked Estep 
Score: -13642937.000000 Penalty: 5917.902344
	Iteration 52Q: 3 clusters Score -1.364294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 150571 members 
Entering Unmasked Estep 
Score: -13642935.000000 Penalty: 5917.902344
	Iteration 53Q: 3 clusters Score -1.364294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -13642941.000000 Penalty: 5917.902344
	Iteration 54Q: 3 clusters Score -1.364294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -13642950.000000 Penalty: 5917.902344
	Iteration 55Q: 3 clusters Score -1.364295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 150587 members 
Entering Unmasked Estep 
Score: -13642948.000000 Penalty: 5917.902344
	Iteration 56Q: 3 clusters Score -1.364295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 150588 members 
Entering Unmasked Estep 
Score: -13642941.000000 Penalty: 5917.902344
	Iteration 57Q: 3 clusters Score -1.364294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 150591 members 
Entering Unmasked Estep 
Score: -13642948.000000 Penalty: 5917.902344
	Iteration 58Q: 3 clusters Score -1.364295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 150592 members 
Entering Unmasked Estep 
Score: -13642955.000000 Penalty: 5917.902344
	Iteration 59Q: 3 clusters Score -1.364296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 150595 members 
Entering Unmasked Estep 
Score: -13642947.000000 Penalty: 5917.902344
	Iteration 60F: 3 clusters Score -1.364295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -13642950.000000 Penalty: 5917.902344
	Iteration 61Q: 3 clusters Score -1.364295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -13642946.000000 Penalty: 5917.902344
	Iteration 62Q: 3 clusters Score -1.364295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -13642952.000000 Penalty: 5917.902344
	Iteration 63Q: 3 clusters Score -1.364295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -13642943.000000 Penalty: 5917.902344
	Iteration 64Q: 3 clusters Score -1.364294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -13642953.000000 Penalty: 5917.902344
	Iteration 65Q: 3 clusters Score -1.364295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 150609 members 
Entering Unmasked Estep 
Score: -13642955.000000 Penalty: 5917.902344
	Iteration 66Q: 3 clusters Score -1.364296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -13642950.000000 Penalty: 5917.902344
	Iteration 67Q: 3 clusters Score -1.364295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 150613 members 
Entering Unmasked Estep 
Score: -13642946.000000 Penalty: 5917.902344
	Iteration 68Q: 3 clusters Score -1.364295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 150614 members 
Entering Unmasked Estep 
Score: -13642946.000000 Penalty: 5917.902344
	Iteration 69Q: 3 clusters Score -1.364295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 150614 members 
Entering Unmasked Estep 
Score: -13642946.000000 Penalty: 5917.902344
	Iteration 70F: 3 clusters Score -1.364295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (212795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212795 members 
Entering Unmasked Estep 
Score: -18689978.000000 Penalty: 3042.484863
	Iteration 0F: 2 clusters Score -1.868998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -18547380.000000 Penalty: 6084.969727
	Iteration 0F: 3 clusters Score -1.854738e+07 nChanged 102182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -18607064.000000 Penalty: 6084.969727
	Iteration 1F: 3 clusters Score -1.860706e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -18608308.000000 Penalty: 6084.969727
	Iteration 2Q: 3 clusters Score -1.860831e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 118577 members 
Entering Unmasked Estep 
Score: -18610128.000000 Penalty: 6084.969727
	Iteration 3Q: 3 clusters Score -1.861013e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -18613328.000000 Penalty: 6084.969727
	Iteration 4Q: 3 clusters Score -1.861333e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -18618854.000000 Penalty: 6084.969727
	Iteration 5F: 3 clusters Score -1.861885e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -18629144.000000 Penalty: 6084.969727
	Iteration 6F: 3 clusters Score -1.862914e+07 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 170650 members 
Entering Unmasked Estep 
Score: -18645678.000000 Penalty: 6084.969727
	Iteration 7F: 3 clusters Score -1.864568e+07 nChanged 19591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 190239 members 
Entering Unmasked Estep 
Score: -18665236.000000 Penalty: 6084.969727
	Iteration 8F: 3 clusters Score -1.866524e+07 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 204038 members 
Entering Unmasked Estep 
Score: -18678930.000000 Penalty: 6084.969727
	Iteration 9F: 3 clusters Score -1.867893e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 210179 members 
Entering Unmasked Estep 
Score: -18684772.000000 Penalty: 6084.969727
	Iteration 10Q: 3 clusters Score -1.868477e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 211987 members 
Entering Unmasked Estep 
Score: -18686562.000000 Penalty: 6084.969727
	Iteration 11Q: 3 clusters Score -1.868656e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 212434 members 
Entering Unmasked Estep 
Score: -18687024.000000 Penalty: 6084.969727
	Iteration 12Q: 3 clusters Score -1.868702e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212523 members 
Entering Unmasked Estep 
Score: -18687156.000000 Penalty: 6084.969727
	Iteration 13Q: 3 clusters Score -1.868716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 212551 members 
Entering Unmasked Estep 
Score: -18687232.000000 Penalty: 6084.969727
	Iteration 14Q: 3 clusters Score -1.868723e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212560 members 
Entering Unmasked Estep 
Score: -18687254.000000 Penalty: 6084.969727
	Iteration 15Q: 3 clusters Score -1.868725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212567 members 
Entering Unmasked Estep 
Score: -18687274.000000 Penalty: 6084.969727
	Iteration 16Q: 3 clusters Score -1.868727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212568 members 
Entering Unmasked Estep 
Score: -18687278.000000 Penalty: 6084.969727
	Iteration 17Q: 3 clusters Score -1.868728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212570 members 
Entering Unmasked Estep 
Score: -18687296.000000 Penalty: 6084.969727
	Iteration 18Q: 3 clusters Score -1.86873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212573 members 
Entering Unmasked Estep 
Score: -18687308.000000 Penalty: 6084.969727
	Iteration 19Q: 3 clusters Score -1.868731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 212571 members 
Entering Unmasked Estep 
Score: -18687314.000000 Penalty: 6084.969727
	Iteration 20F: 3 clusters Score -1.868731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 212571 members 
Entering Unmasked Estep 
Score: -18687304.000000 Penalty: 6084.969727
	Iteration 21Q: 3 clusters Score -1.86873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 212571 members 
Entering Unmasked Estep 
Score: -18687304.000000 Penalty: 6084.969727
	Iteration 22F: 3 clusters Score -1.86873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Entering Unmasked Estep 
Score: -733117.250000 Penalty: 2250.395752
	Iteration 0F: 2 clusters Score -733117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -726240.125000 Penalty: 4500.791504
	Iteration 0F: 3 clusters Score -726240.1 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -728156.625000 Penalty: 4500.791504
	Iteration 1F: 3 clusters Score -728156.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -728448.500000 Penalty: 4500.791504
	Iteration 2F: 3 clusters Score -728448.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -728736.250000 Penalty: 4500.791504
	Iteration 3F: 3 clusters Score -728736.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -729035.312500 Penalty: 4500.791504
	Iteration 4F: 3 clusters Score -729035.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -729354.875000 Penalty: 4500.791504
	Iteration 5F: 3 clusters Score -729354.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -729661.187500 Penalty: 4500.791504
	Iteration 6F: 3 clusters Score -729661.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -730001.875000 Penalty: 4500.791504
	Iteration 7Q: 3 clusters Score -730001.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -730304.312500 Penalty: 4500.791504
	Iteration 8Q: 3 clusters Score -730304.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -730556.687500 Penalty: 4500.791504
	Iteration 9Q: 3 clusters Score -730556.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -730739.312500 Penalty: 4500.791504
	Iteration 10Q: 3 clusters Score -730739.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -730874.125000 Penalty: 4500.791504
	Iteration 11Q: 3 clusters Score -730874.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -730979.687500 Penalty: 4500.791504
	Iteration 12Q: 3 clusters Score -730979.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -731084.187500 Penalty: 4500.791504
	Iteration 13Q: 3 clusters Score -731084.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -731175.687500 Penalty: 4500.791504
	Iteration 14Q: 3 clusters Score -731175.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -731252.500000 Penalty: 4500.791504
	Iteration 15Q: 3 clusters Score -731252.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -731321.062500 Penalty: 4500.791504
	Iteration 16Q: 3 clusters Score -731321.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -731385.312500 Penalty: 4500.791504
	Iteration 17Q: 3 clusters Score -731385.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -731430.750000 Penalty: 4500.791504
	Iteration 18Q: 3 clusters Score -731430.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -731463.562500 Penalty: 4500.791504
	Iteration 19Q: 3 clusters Score -731463.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -731483.000000 Penalty: 4500.791504
	Iteration 20F: 3 clusters Score -731483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -731492.562500 Penalty: 4500.791504
	Iteration 21Q: 3 clusters Score -731492.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -731504.812500 Penalty: 4500.791504
	Iteration 22Q: 3 clusters Score -731504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -731512.500000 Penalty: 4500.791504
	Iteration 23Q: 3 clusters Score -731512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -731516.125000 Penalty: 4500.791504
	Iteration 24Q: 3 clusters Score -731516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -731518.875000 Penalty: 4500.791504
	Iteration 25Q: 3 clusters Score -731518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -731520.062500 Penalty: 4500.791504
	Iteration 26Q: 3 clusters Score -731520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -731523.312500 Penalty: 4500.791504
	Iteration 27Q: 3 clusters Score -731523.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -731523.312500 Penalty: 4500.791504
	Iteration 28F: 3 clusters Score -731523.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Entering Unmasked Estep 
Score: -8784684.000000 Penalty: 2850.015381
	Iteration 0F: 2 clusters Score -8784684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -8719209.000000 Penalty: 5700.030762
	Iteration 0F: 3 clusters Score -8719209 nChanged 46297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -8746538.000000 Penalty: 5700.030762
	Iteration 1F: 3 clusters Score -8746538 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8748006.000000 Penalty: 5700.030762
	Iteration 2Q: 3 clusters Score -8748006 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8749985.000000 Penalty: 5700.030762
	Iteration 3Q: 3 clusters Score -8749985 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8752767.000000 Penalty: 5700.030762
	Iteration 4F: 3 clusters Score -8752767 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -8757165.000000 Penalty: 5700.030762
	Iteration 5F: 3 clusters Score -8757165 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -8763551.000000 Penalty: 5700.030762
	Iteration 6F: 3 clusters Score -8763551 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -8770803.000000 Penalty: 5700.030762
	Iteration 7F: 3 clusters Score -8770803 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -8775331.000000 Penalty: 5700.030762
	Iteration 8F: 3 clusters Score -8775331 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8776969.000000 Penalty: 5700.030762
	Iteration 9Q: 3 clusters Score -8776969 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -8777613.000000 Penalty: 5700.030762
	Iteration 10Q: 3 clusters Score -8777613 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -8778031.000000 Penalty: 5700.030762
	Iteration 11Q: 3 clusters Score -8778031 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -8778357.000000 Penalty: 5700.030762
	Iteration 12Q: 3 clusters Score -8778357 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -8778660.000000 Penalty: 5700.030762
	Iteration 13Q: 3 clusters Score -8778660 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8778911.000000 Penalty: 5700.030762
	Iteration 14Q: 3 clusters Score -8778911 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -8779129.000000 Penalty: 5700.030762
	Iteration 15Q: 3 clusters Score -8779129 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -8779346.000000 Penalty: 5700.030762
	Iteration 16Q: 3 clusters Score -8779346 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -8779549.000000 Penalty: 5700.030762
	Iteration 17Q: 3 clusters Score -8779549 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -8779769.000000 Penalty: 5700.030762
	Iteration 18Q: 3 clusters Score -8779769 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8779958.000000 Penalty: 5700.030762
	Iteration 19Q: 3 clusters Score -8779958 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -8780125.000000 Penalty: 5700.030762
	Iteration 20F: 3 clusters Score -8780125 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -8780266.000000 Penalty: 5700.030762
	Iteration 21Q: 3 clusters Score -8780266 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -8780367.000000 Penalty: 5700.030762
	Iteration 22Q: 3 clusters Score -8780367 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8780508.000000 Penalty: 5700.030762
	Iteration 23Q: 3 clusters Score -8780508 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -8780615.000000 Penalty: 5700.030762
	Iteration 24Q: 3 clusters Score -8780615 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -8780726.000000 Penalty: 5700.030762
	Iteration 25Q: 3 clusters Score -8780726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -8780784.000000 Penalty: 5700.030762
	Iteration 26Q: 3 clusters Score -8780784 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -8780910.000000 Penalty: 5700.030762
	Iteration 27Q: 3 clusters Score -8780910 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -8781008.000000 Penalty: 5700.030762
	Iteration 28Q: 3 clusters Score -8781008 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -8781113.000000 Penalty: 5700.030762
	Iteration 29Q: 3 clusters Score -8781113 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -8781207.000000 Penalty: 5700.030762
	Iteration 30Q: 3 clusters Score -8781207 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8781286.000000 Penalty: 5700.030762
	Iteration 31Q: 3 clusters Score -8781286 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8781386.000000 Penalty: 5700.030762
	Iteration 32Q: 3 clusters Score -8781386 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -8781482.000000 Penalty: 5700.030762
	Iteration 33Q: 3 clusters Score -8781482 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -8781561.000000 Penalty: 5700.030762
	Iteration 34Q: 3 clusters Score -8781561 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8781628.000000 Penalty: 5700.030762
	Iteration 35Q: 3 clusters Score -8781628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -8781716.000000 Penalty: 5700.030762
	Iteration 36Q: 3 clusters Score -8781716 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -8781838.000000 Penalty: 5700.030762
	Iteration 37Q: 3 clusters Score -8781838 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -8781947.000000 Penalty: 5700.030762
	Iteration 38Q: 3 clusters Score -8781947 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8781997.000000 Penalty: 5700.030762
	Iteration 39Q: 3 clusters Score -8781997 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -8782055.000000 Penalty: 5700.030762
	Iteration 40F: 3 clusters Score -8782055 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8782107.000000 Penalty: 5700.030762
	Iteration 41Q: 3 clusters Score -8782107 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8782184.000000 Penalty: 5700.030762
	Iteration 42Q: 3 clusters Score -8782184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8782223.000000 Penalty: 5700.030762
	Iteration 43Q: 3 clusters Score -8782223 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -8782281.000000 Penalty: 5700.030762
	Iteration 44Q: 3 clusters Score -8782281 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8782325.000000 Penalty: 5700.030762
	Iteration 45Q: 3 clusters Score -8782325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -8782370.000000 Penalty: 5700.030762
	Iteration 46Q: 3 clusters Score -8782370 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -8782436.000000 Penalty: 5700.030762
	Iteration 47Q: 3 clusters Score -8782436 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -8782485.000000 Penalty: 5700.030762
	Iteration 48Q: 3 clusters Score -8782485 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8782533.000000 Penalty: 5700.030762
	Iteration 49Q: 3 clusters Score -8782533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8782543.000000 Penalty: 5700.030762
	Iteration 50Q: 3 clusters Score -8782543 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8782567.000000 Penalty: 5700.030762
	Iteration 51Q: 3 clusters Score -8782567 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8782592.000000 Penalty: 5700.030762
	Iteration 52Q: 3 clusters Score -8782592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -8782633.000000 Penalty: 5700.030762
	Iteration 53Q: 3 clusters Score -8782633 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8782664.000000 Penalty: 5700.030762
	Iteration 54Q: 3 clusters Score -8782664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -8782697.000000 Penalty: 5700.030762
	Iteration 55Q: 3 clusters Score -8782697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8782715.000000 Penalty: 5700.030762
	Iteration 56Q: 3 clusters Score -8782715 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -8782750.000000 Penalty: 5700.030762
	Iteration 57Q: 3 clusters Score -8782750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8782741.000000 Penalty: 5700.030762
	Iteration 58Q: 3 clusters Score -8782741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8782760.000000 Penalty: 5700.030762
	Iteration 59Q: 3 clusters Score -8782760 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8782779.000000 Penalty: 5700.030762
	Iteration 60F: 3 clusters Score -8782779 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8782785.000000 Penalty: 5700.030762
	Iteration 61Q: 3 clusters Score -8782785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -8782809.000000 Penalty: 5700.030762
	Iteration 62Q: 3 clusters Score -8782809 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8782845.000000 Penalty: 5700.030762
	Iteration 63Q: 3 clusters Score -8782845 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -8782859.000000 Penalty: 5700.030762
	Iteration 64Q: 3 clusters Score -8782859 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8782849.000000 Penalty: 5700.030762
	Iteration 65Q: 3 clusters Score -8782849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8782833.000000 Penalty: 5700.030762
	Iteration 66Q: 3 clusters Score -8782833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8782860.000000 Penalty: 5700.030762
	Iteration 67Q: 3 clusters Score -8782860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8782890.000000 Penalty: 5700.030762
	Iteration 68Q: 3 clusters Score -8782890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8782904.000000 Penalty: 5700.030762
	Iteration 69Q: 3 clusters Score -8782904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8782898.000000 Penalty: 5700.030762
	Iteration 70Q: 3 clusters Score -8782898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8782918.000000 Penalty: 5700.030762
	Iteration 71Q: 3 clusters Score -8782918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8782922.000000 Penalty: 5700.030762
	Iteration 72Q: 3 clusters Score -8782922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8782945.000000 Penalty: 5700.030762
	Iteration 73Q: 3 clusters Score -8782945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8782947.000000 Penalty: 5700.030762
	Iteration 74Q: 3 clusters Score -8782947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -8782961.000000 Penalty: 5700.030762
	Iteration 75Q: 3 clusters Score -8782961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8782966.000000 Penalty: 5700.030762
	Iteration 76Q: 3 clusters Score -8782966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8782970.000000 Penalty: 5700.030762
	Iteration 77Q: 3 clusters Score -8782970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8782959.000000 Penalty: 5700.030762
	Iteration 78Q: 3 clusters Score -8782959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94923 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8782979.000000 Penalty: 5700.030762
	Iteration 79Q: 3 clusters Score -8782979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8782985.000000 Penalty: 5700.030762
	Iteration 80F: 3 clusters Score -8782985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8782992.000000 Penalty: 5700.030762
	Iteration 81Q: 3 clusters Score -8782992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8782986.000000 Penalty: 5700.030762
	Iteration 82Q: 3 clusters Score -8782986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8782996.000000 Penalty: 5700.030762
	Iteration 83Q: 3 clusters Score -8782996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8782997.000000 Penalty: 5700.030762
	Iteration 84Q: 3 clusters Score -8782997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8783004.000000 Penalty: 5700.030762
	Iteration 85Q: 3 clusters Score -8783004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8783012.000000 Penalty: 5700.030762
	Iteration 86Q: 3 clusters Score -8783012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8783006.000000 Penalty: 5700.030762
	Iteration 87Q: 3 clusters Score -8783006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8783023.000000 Penalty: 5700.030762
	Iteration 88Q: 3 clusters Score -8783023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8783034.000000 Penalty: 5700.030762
	Iteration 89Q: 3 clusters Score -8783034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8783032.000000 Penalty: 5700.030762
	Iteration 90Q: 3 clusters Score -8783032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8783036.000000 Penalty: 5700.030762
	Iteration 91Q: 3 clusters Score -8783036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8783039.000000 Penalty: 5700.030762
	Iteration 92Q: 3 clusters Score -8783039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8783035.000000 Penalty: 5700.030762
	Iteration 93Q: 3 clusters Score -8783035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8783033.000000 Penalty: 5700.030762
	Iteration 94Q: 3 clusters Score -8783033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8783033.000000 Penalty: 5700.030762
	Iteration 95Q: 3 clusters Score -8783033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8783041.000000 Penalty: 5700.030762
	Iteration 96Q: 3 clusters Score -8783041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8783042.000000 Penalty: 5700.030762
	Iteration 97Q: 3 clusters Score -8783042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8783038.000000 Penalty: 5700.030762
	Iteration 98Q: 3 clusters Score -8783038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8783040.000000 Penalty: 5700.030762
	Iteration 99Q: 3 clusters Score -8783040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8783037.000000 Penalty: 5700.030762
	Iteration 100F: 3 clusters Score -8783037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8783031.000000 Penalty: 5700.030762
	Iteration 101Q: 3 clusters Score -8783031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8783042.000000 Penalty: 5700.030762
	Iteration 102Q: 3 clusters Score -8783042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8783039.000000 Penalty: 5700.030762
	Iteration 103Q: 3 clusters Score -8783039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8783046.000000 Penalty: 5700.030762
	Iteration 104Q: 3 clusters Score -8783046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8783052.000000 Penalty: 5700.030762
	Iteration 105Q: 3 clusters Score -8783052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8783055.000000 Penalty: 5700.030762
	Iteration 106Q: 3 clusters Score -8783055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8783055.000000 Penalty: 5700.030762
	Iteration 107Q: 3 clusters Score -8783055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8783059.000000 Penalty: 5700.030762
	Iteration 108Q: 3 clusters Score -8783059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8783064.000000 Penalty: 5700.030762
	Iteration 109Q: 3 clusters Score -8783064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8783064.000000 Penalty: 5700.030762
	Iteration 110Q: 3 clusters Score -8783064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8783067.000000 Penalty: 5700.030762
	Iteration 111Q: 3 clusters Score -8783067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8783059.000000 Penalty: 5700.030762
	Iteration 112Q: 3 clusters Score -8783059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8783065.000000 Penalty: 5700.030762
	Iteration 113Q: 3 clusters Score -8783065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8783064.000000 Penalty: 5700.030762
	Iteration 114Q: 3 clusters Score -8783064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8783058.000000 Penalty: 5700.030762
	Iteration 115Q: 3 clusters Score -8783058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8783055.000000 Penalty: 5700.030762
	Iteration 116Q: 3 clusters Score -8783055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8783056.000000 Penalty: 5700.030762
	Iteration 117Q: 3 clusters Score -8783056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8783059.000000 Penalty: 5700.030762
	Iteration 118Q: 3 clusters Score -8783059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8783062.000000 Penalty: 5700.030762
	Iteration 119Q: 3 clusters Score -8783062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8783062.000000 Penalty: 5700.030762
	Iteration 120F: 3 clusters Score -8783062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Entering Unmasked Estep 
Score: -1275307.500000 Penalty: 2371.772705
	Iteration 0F: 2 clusters Score -1275308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1264928.000000 Penalty: 4743.545410
	Iteration 0F: 3 clusters Score -1264928 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1268172.375000 Penalty: 4743.545410
	Iteration 1F: 3 clusters Score -1268172 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1268563.000000 Penalty: 4743.545410
	Iteration 2F: 3 clusters Score -1268563 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1268901.875000 Penalty: 4743.545410
	Iteration 3F: 3 clusters Score -1268902 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1269193.875000 Penalty: 4743.545410
	Iteration 4Q: 3 clusters Score -1269194 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1269475.000000 Penalty: 4743.545410
	Iteration 5Q: 3 clusters Score -1269475 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1269752.750000 Penalty: 4743.545410
	Iteration 6Q: 3 clusters Score -1269753 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1270025.125000 Penalty: 4743.545410
	Iteration 7Q: 3 clusters Score -1270025 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1270299.875000 Penalty: 4743.545410
	Iteration 8Q: 3 clusters Score -1270300 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1270574.000000 Penalty: 4743.545410
	Iteration 9Q: 3 clusters Score -1270574 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1270827.875000 Penalty: 4743.545410
	Iteration 10Q: 3 clusters Score -1270828 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1271095.875000 Penalty: 4743.545410
	Iteration 11Q: 3 clusters Score -1271096 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1271347.500000 Penalty: 4743.545410
	Iteration 12Q: 3 clusters Score -1271348 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1271575.125000 Penalty: 4743.545410
	Iteration 13Q: 3 clusters Score -1271575 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1271784.750000 Penalty: 4743.545410
	Iteration 14Q: 3 clusters Score -1271785 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1271944.000000 Penalty: 4743.545410
	Iteration 15Q: 3 clusters Score -1271944 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1272069.875000 Penalty: 4743.545410
	Iteration 16Q: 3 clusters Score -1272070 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1272169.375000 Penalty: 4743.545410
	Iteration 17Q: 3 clusters Score -1272169 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1272257.500000 Penalty: 4743.545410
	Iteration 18Q: 3 clusters Score -1272258 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1272346.625000 Penalty: 4743.545410
	Iteration 19Q: 3 clusters Score -1272347 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1272421.250000 Penalty: 4743.545410
	Iteration 20F: 3 clusters Score -1272421 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1272476.625000 Penalty: 4743.545410
	Iteration 21Q: 3 clusters Score -1272477 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1272528.125000 Penalty: 4743.545410
	Iteration 22Q: 3 clusters Score -1272528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1272571.500000 Penalty: 4743.545410
	Iteration 23Q: 3 clusters Score -1272572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1272609.750000 Penalty: 4743.545410
	Iteration 24Q: 3 clusters Score -1272610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1272640.875000 Penalty: 4743.545410
	Iteration 25Q: 3 clusters Score -1272641 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1272680.000000 Penalty: 4743.545410
	Iteration 26Q: 3 clusters Score -1272680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1272715.250000 Penalty: 4743.545410
	Iteration 27Q: 3 clusters Score -1272715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1272755.625000 Penalty: 4743.545410
	Iteration 28Q: 3 clusters Score -1272756 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1272824.625000 Penalty: 4743.545410
	Iteration 29Q: 3 clusters Score -1272825 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1272897.250000 Penalty: 4743.545410
	Iteration 30Q: 3 clusters Score -1272897 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1272968.250000 Penalty: 4743.545410
	Iteration 31Q: 3 clusters Score -1272968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1273041.375000 Penalty: 4743.545410
	Iteration 32Q: 3 clusters Score -1273041 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1273121.375000 Penalty: 4743.545410
	Iteration 33Q: 3 clusters Score -1273121 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1273203.125000 Penalty: 4743.545410
	Iteration 34Q: 3 clusters Score -1273203 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1273270.500000 Penalty: 4743.545410
	Iteration 35Q: 3 clusters Score -1273270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1273347.125000 Penalty: 4743.545410
	Iteration 36Q: 3 clusters Score -1273347 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1273422.250000 Penalty: 4743.545410
	Iteration 37Q: 3 clusters Score -1273422 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1273502.750000 Penalty: 4743.545410
	Iteration 38Q: 3 clusters Score -1273503 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1273567.000000 Penalty: 4743.545410
	Iteration 39Q: 3 clusters Score -1273567 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1273619.750000 Penalty: 4743.545410
	Iteration 40F: 3 clusters Score -1273620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1273677.625000 Penalty: 4743.545410
	Iteration 41Q: 3 clusters Score -1273678 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1273718.125000 Penalty: 4743.545410
	Iteration 42Q: 3 clusters Score -1273718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1273760.125000 Penalty: 4743.545410
	Iteration 43Q: 3 clusters Score -1273760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1273807.125000 Penalty: 4743.545410
	Iteration 44Q: 3 clusters Score -1273807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1273838.250000 Penalty: 4743.545410
	Iteration 45Q: 3 clusters Score -1273838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1273876.000000 Penalty: 4743.545410
	Iteration 46Q: 3 clusters Score -1273876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1273911.875000 Penalty: 4743.545410
	Iteration 47Q: 3 clusters Score -1273912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1273940.875000 Penalty: 4743.545410
	Iteration 48Q: 3 clusters Score -1273941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1273972.750000 Penalty: 4743.545410
	Iteration 49Q: 3 clusters Score -1273973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1273988.000000 Penalty: 4743.545410
	Iteration 50Q: 3 clusters Score -1273988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1274011.500000 Penalty: 4743.545410
	Iteration 51Q: 3 clusters Score -1274012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1274030.000000 Penalty: 4743.545410
	Iteration 52Q: 3 clusters Score -1274030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1274046.875000 Penalty: 4743.545410
	Iteration 53Q: 3 clusters Score -1274047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1274060.125000 Penalty: 4743.545410
	Iteration 54Q: 3 clusters Score -1274060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1274073.500000 Penalty: 4743.545410
	Iteration 55Q: 3 clusters Score -1274074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1274087.875000 Penalty: 4743.545410
	Iteration 56Q: 3 clusters Score -1274088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1274096.875000 Penalty: 4743.545410
	Iteration 57Q: 3 clusters Score -1274097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1274103.500000 Penalty: 4743.545410
	Iteration 58Q: 3 clusters Score -1274104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1274112.875000 Penalty: 4743.545410
	Iteration 59Q: 3 clusters Score -1274113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1274119.000000 Penalty: 4743.545410
	Iteration 60F: 3 clusters Score -1274119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1274119.375000 Penalty: 4743.545410
	Iteration 61Q: 3 clusters Score -1274119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1274119.875000 Penalty: 4743.545410
	Iteration 62Q: 3 clusters Score -1274120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1274121.625000 Penalty: 4743.545410
	Iteration 63Q: 3 clusters Score -1274122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1274125.875000 Penalty: 4743.545410
	Iteration 64Q: 3 clusters Score -1274126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1274125.750000 Penalty: 4743.545410
	Iteration 65Q: 3 clusters Score -1274126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1274126.000000 Penalty: 4743.545410
	Iteration 66Q: 3 clusters Score -1274126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1274129.875000 Penalty: 4743.545410
	Iteration 67Q: 3 clusters Score -1274130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1274130.000000 Penalty: 4743.545410
	Iteration 68Q: 3 clusters Score -1274130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1274132.875000 Penalty: 4743.545410
	Iteration 69Q: 3 clusters Score -1274133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1274138.875000 Penalty: 4743.545410
	Iteration 70Q: 3 clusters Score -1274139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1274142.125000 Penalty: 4743.545410
	Iteration 71Q: 3 clusters Score -1274142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1274150.375000 Penalty: 4743.545410
	Iteration 72Q: 3 clusters Score -1274150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1274150.875000 Penalty: 4743.545410
	Iteration 73Q: 3 clusters Score -1274151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1274150.625000 Penalty: 4743.545410
	Iteration 74Q: 3 clusters Score -1274151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1274155.000000 Penalty: 4743.545410
	Iteration 75Q: 3 clusters Score -1274155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1274155.625000 Penalty: 4743.545410
	Iteration 76Q: 3 clusters Score -1274156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1274157.875000 Penalty: 4743.545410
	Iteration 77Q: 3 clusters Score -1274158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1274159.625000 Penalty: 4743.545410
	Iteration 78Q: 3 clusters Score -1274160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1274163.000000 Penalty: 4743.545410
	Iteration 79Q: 3 clusters Score -1274163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1274165.875000 Penalty: 4743.545410
	Iteration 80F: 3 clusters Score -1274166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1274165.500000 Penalty: 4743.545410
	Iteration 81Q: 3 clusters Score -1274166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1274166.125000 Penalty: 4743.545410
	Iteration 82Q: 3 clusters Score -1274166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1274166.000000 Penalty: 4743.545410
	Iteration 83Q: 3 clusters Score -1274166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1274168.125000 Penalty: 4743.545410
	Iteration 84Q: 3 clusters Score -1274168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1274170.500000 Penalty: 4743.545410
	Iteration 85Q: 3 clusters Score -1274170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1274169.625000 Penalty: 4743.545410
	Iteration 86Q: 3 clusters Score -1274170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1274169.625000 Penalty: 4743.545410
	Iteration 87Q: 3 clusters Score -1274170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1274169.625000 Penalty: 4743.545410
	Iteration 88F: 3 clusters Score -1274170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Entering Unmasked Estep 
Score: -18862260.000000 Penalty: 3041.117676
	Iteration 0F: 2 clusters Score -1.886226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -18720422.000000 Penalty: 6082.235352
	Iteration 0F: 3 clusters Score -1.872042e+07 nChanged 101670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -18779458.000000 Penalty: 6082.235352
	Iteration 1F: 3 clusters Score -1.877946e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -18780352.000000 Penalty: 6082.235352
	Iteration 2Q: 3 clusters Score -1.878035e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -18781422.000000 Penalty: 6082.235352
	Iteration 3Q: 3 clusters Score -1.878142e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -18782774.000000 Penalty: 6082.235352
	Iteration 4Q: 3 clusters Score -1.878277e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -18784504.000000 Penalty: 6082.235352
	Iteration 5Q: 3 clusters Score -1.87845e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -18786964.000000 Penalty: 6082.235352
	Iteration 6Q: 3 clusters Score -1.878696e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -18790862.000000 Penalty: 6082.235352
	Iteration 7Q: 3 clusters Score -1.879086e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 123038 members 
Entering Unmasked Estep 
Score: -18797104.000000 Penalty: 6082.235352
	Iteration 8F: 3 clusters Score -1.87971e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -18806212.000000 Penalty: 6082.235352
	Iteration 9F: 3 clusters Score -1.880621e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -18817070.000000 Penalty: 6082.235352
	Iteration 10F: 3 clusters Score -1.881707e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -18824216.000000 Penalty: 6082.235352
	Iteration 11F: 3 clusters Score -1.882422e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 142832 members 
Entering Unmasked Estep 
Score: -18827168.000000 Penalty: 6082.235352
	Iteration 12Q: 3 clusters Score -1.882717e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -18828320.000000 Penalty: 6082.235352
	Iteration 13Q: 3 clusters Score -1.882832e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -18829350.000000 Penalty: 6082.235352
	Iteration 14Q: 3 clusters Score -1.882935e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -18830382.000000 Penalty: 6082.235352
	Iteration 15Q: 3 clusters Score -1.883038e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -18831730.000000 Penalty: 6082.235352
	Iteration 16Q: 3 clusters Score -1.883173e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -18833304.000000 Penalty: 6082.235352
	Iteration 17Q: 3 clusters Score -1.88333e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -18835190.000000 Penalty: 6082.235352
	Iteration 18Q: 3 clusters Score -1.883519e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 170007 members 
Entering Unmasked Estep 
Score: -18836954.000000 Penalty: 6082.235352
	Iteration 19Q: 3 clusters Score -1.883695e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 174342 members 
Entering Unmasked Estep 
Score: -18838804.000000 Penalty: 6082.235352
	Iteration 20F: 3 clusters Score -1.88388e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -18840806.000000 Penalty: 6082.235352
	Iteration 21Q: 3 clusters Score -1.884081e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 183021 members 
Entering Unmasked Estep 
Score: -18842840.000000 Penalty: 6082.235352
	Iteration 22Q: 3 clusters Score -1.884284e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 187136 members 
Entering Unmasked Estep 
Score: -18845148.000000 Penalty: 6082.235352
	Iteration 23Q: 3 clusters Score -1.884515e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 191066 members 
Entering Unmasked Estep 
Score: -18847294.000000 Penalty: 6082.235352
	Iteration 24Q: 3 clusters Score -1.884729e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -18849146.000000 Penalty: 6082.235352
	Iteration 25Q: 3 clusters Score -1.884915e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 197772 members 
Entering Unmasked Estep 
Score: -18850986.000000 Penalty: 6082.235352
	Iteration 26Q: 3 clusters Score -1.885099e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 200605 members 
Entering Unmasked Estep 
Score: -18852580.000000 Penalty: 6082.235352
	Iteration 27Q: 3 clusters Score -1.885258e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 203030 members 
Entering Unmasked Estep 
Score: -18854072.000000 Penalty: 6082.235352
	Iteration 28Q: 3 clusters Score -1.885407e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 205075 members 
Entering Unmasked Estep 
Score: -18855364.000000 Penalty: 6082.235352
	Iteration 29Q: 3 clusters Score -1.885536e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 206734 members 
Entering Unmasked Estep 
Score: -18856468.000000 Penalty: 6082.235352
	Iteration 30Q: 3 clusters Score -1.885647e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 208014 members 
Entering Unmasked Estep 
Score: -18857330.000000 Penalty: 6082.235352
	Iteration 31Q: 3 clusters Score -1.885733e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 208982 members 
Entering Unmasked Estep 
Score: -18858002.000000 Penalty: 6082.235352
	Iteration 32Q: 3 clusters Score -1.8858e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 209656 members 
Entering Unmasked Estep 
Score: -18858446.000000 Penalty: 6082.235352
	Iteration 33Q: 3 clusters Score -1.885845e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 210124 members 
Entering Unmasked Estep 
Score: -18858772.000000 Penalty: 6082.235352
	Iteration 34Q: 3 clusters Score -1.885877e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 210431 members 
Entering Unmasked Estep 
Score: -18858966.000000 Penalty: 6082.235352
	Iteration 35Q: 3 clusters Score -1.885897e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 210647 members 
Entering Unmasked Estep 
Score: -18859112.000000 Penalty: 6082.235352
	Iteration 36Q: 3 clusters Score -1.885911e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 210792 members 
Entering Unmasked Estep 
Score: -18859206.000000 Penalty: 6082.235352
	Iteration 37Q: 3 clusters Score -1.885921e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 210898 members 
Entering Unmasked Estep 
Score: -18859256.000000 Penalty: 6082.235352
	Iteration 38Q: 3 clusters Score -1.885926e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 210972 members 
Entering Unmasked Estep 
Score: -18859334.000000 Penalty: 6082.235352
	Iteration 39Q: 3 clusters Score -1.885933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 211028 members 
Entering Unmasked Estep 
Score: -18859384.000000 Penalty: 6082.235352
	Iteration 40F: 3 clusters Score -1.885938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 211064 members 
Entering Unmasked Estep 
Score: -18859414.000000 Penalty: 6082.235352
	Iteration 41Q: 3 clusters Score -1.885941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 211088 members 
Entering Unmasked Estep 
Score: -18859444.000000 Penalty: 6082.235352
	Iteration 42Q: 3 clusters Score -1.885944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 211112 members 
Entering Unmasked Estep 
Score: -18859456.000000 Penalty: 6082.235352
	Iteration 43Q: 3 clusters Score -1.885946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 211127 members 
Entering Unmasked Estep 
Score: -18859468.000000 Penalty: 6082.235352
	Iteration 44Q: 3 clusters Score -1.885947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 211138 members 
Entering Unmasked Estep 
Score: -18859482.000000 Penalty: 6082.235352
	Iteration 45Q: 3 clusters Score -1.885948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 211150 members 
Entering Unmasked Estep 
Score: -18859484.000000 Penalty: 6082.235352
	Iteration 46Q: 3 clusters Score -1.885948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 211154 members 
Entering Unmasked Estep 
Score: -18859490.000000 Penalty: 6082.235352
	Iteration 47Q: 3 clusters Score -1.885949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 211156 members 
Entering Unmasked Estep 
Score: -18859500.000000 Penalty: 6082.235352
	Iteration 48Q: 3 clusters Score -1.88595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 211160 members 
Entering Unmasked Estep 
Score: -18859508.000000 Penalty: 6082.235352
	Iteration 49Q: 3 clusters Score -1.885951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 211166 members 
Entering Unmasked Estep 
Score: -18859506.000000 Penalty: 6082.235352
	Iteration 50Q: 3 clusters Score -1.885951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 211173 members 
Entering Unmasked Estep 
Score: -18859512.000000 Penalty: 6082.235352
	Iteration 51Q: 3 clusters Score -1.885951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 211176 members 
Entering Unmasked Estep 
Score: -18859514.000000 Penalty: 6082.235352
	Iteration 52Q: 3 clusters Score -1.885951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 211184 members 
Entering Unmasked Estep 
Score: -18859506.000000 Penalty: 6082.235352
	Iteration 53Q: 3 clusters Score -1.885951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 211190 members 
Entering Unmasked Estep 
Score: -18859530.000000 Penalty: 6082.235352
	Iteration 54Q: 3 clusters Score -1.885953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211194 members 
Entering Unmasked Estep 
Score: -18859528.000000 Penalty: 6082.235352
	Iteration 55Q: 3 clusters Score -1.885953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 211198 members 
Entering Unmasked Estep 
Score: -18859520.000000 Penalty: 6082.235352
	Iteration 56Q: 3 clusters Score -1.885952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 211201 members 
Entering Unmasked Estep 
Score: -18859538.000000 Penalty: 6082.235352
	Iteration 57Q: 3 clusters Score -1.885954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 211201 members 
Entering Unmasked Estep 
Score: -18859534.000000 Penalty: 6082.235352
	Iteration 58Q: 3 clusters Score -1.885953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 211205 members 
Entering Unmasked Estep 
Score: -18859546.000000 Penalty: 6082.235352
	Iteration 59Q: 3 clusters Score -1.885955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 211208 members 
Entering Unmasked Estep 
Score: -18859546.000000 Penalty: 6082.235352
	Iteration 60F: 3 clusters Score -1.885955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 211209 members 
Entering Unmasked Estep 
Score: -18859542.000000 Penalty: 6082.235352
	Iteration 61Q: 3 clusters Score -1.885954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 211211 members 
Entering Unmasked Estep 
Score: -18859538.000000 Penalty: 6082.235352
	Iteration 62Q: 3 clusters Score -1.885954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 211213 members 
Entering Unmasked Estep 
Score: -18859556.000000 Penalty: 6082.235352
	Iteration 63Q: 3 clusters Score -1.885956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 211214 members 
Entering Unmasked Estep 
Score: -18859556.000000 Penalty: 6082.235352
	Iteration 64Q: 3 clusters Score -1.885956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 211215 members 
Entering Unmasked Estep 
Score: -18859556.000000 Penalty: 6082.235352
	Iteration 65Q: 3 clusters Score -1.885956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 211217 members 
Entering Unmasked Estep 
Score: -18859562.000000 Penalty: 6082.235352
	Iteration 66Q: 3 clusters Score -1.885956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 211219 members 
Entering Unmasked Estep 
Score: -18859564.000000 Penalty: 6082.235352
	Iteration 67Q: 3 clusters Score -1.885956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 211220 members 
Entering Unmasked Estep 
Score: -18859558.000000 Penalty: 6082.235352
	Iteration 68Q: 3 clusters Score -1.885956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 211222 members 
Entering Unmasked Estep 
Score: -18859562.000000 Penalty: 6082.235352
	Iteration 69Q: 3 clusters Score -1.885956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 211223 members 
Entering Unmasked Estep 
Score: -18859552.000000 Penalty: 6082.235352
	Iteration 70Q: 3 clusters Score -1.885955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 211223 members 
Entering Unmasked Estep 
Score: -18859552.000000 Penalty: 6082.235352
	Iteration 71F: 3 clusters Score -1.885955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -305484.000000 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -305484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -301820.468750 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -301820.5 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -302607.437500 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -302607.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -302775.000000 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -302775 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -302878.781250 Penalty: 4065.706055
	Iteration 3Q: 3 clusters Score -302878.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -302952.687500 Penalty: 4065.706055
	Iteration 4Q: 3 clusters Score -302952.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -303016.093750 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -303016.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -303067.500000 Penalty: 4065.706055
	Iteration 6Q: 3 clusters Score -303067.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -303115.562500 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -303115.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -303163.437500 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -303163.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -303206.718750 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -303206.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -303254.062500 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -303254.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -303297.437500 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -303297.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -303334.593750 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -303334.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -303373.687500 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -303373.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -303409.781250 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -303409.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -303448.656250 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -303448.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -303489.812500 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -303489.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -303529.812500 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -303529.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -303559.031250 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -303559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -303593.281250 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -303593.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -303630.500000 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -303630.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -303661.656250 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -303661.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -303690.625000 Penalty: 4065.706055
	Iteration 22Q: 3 clusters Score -303690.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -303711.937500 Penalty: 4065.706055
	Iteration 23Q: 3 clusters Score -303711.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -303727.343750 Penalty: 4065.706055
	Iteration 24Q: 3 clusters Score -303727.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -303739.000000 Penalty: 4065.706055
	Iteration 25Q: 3 clusters Score -303739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -303751.125000 Penalty: 4065.706055
	Iteration 26Q: 3 clusters Score -303751.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -303762.875000 Penalty: 4065.706055
	Iteration 27Q: 3 clusters Score -303762.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -303777.843750 Penalty: 4065.706055
	Iteration 28Q: 3 clusters Score -303777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -303785.156250 Penalty: 4065.706055
	Iteration 29Q: 3 clusters Score -303785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -303791.500000 Penalty: 4065.706055
	Iteration 30Q: 3 clusters Score -303791.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -303796.781250 Penalty: 4065.706055
	Iteration 31Q: 3 clusters Score -303796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -303804.781250 Penalty: 4065.706055
	Iteration 32Q: 3 clusters Score -303804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -303811.125000 Penalty: 4065.706055
	Iteration 33Q: 3 clusters Score -303811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -303822.062500 Penalty: 4065.706055
	Iteration 34Q: 3 clusters Score -303822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -303836.031250 Penalty: 4065.706055
	Iteration 35Q: 3 clusters Score -303836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -303854.218750 Penalty: 4065.706055
	Iteration 36Q: 3 clusters Score -303854.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -303870.968750 Penalty: 4065.706055
	Iteration 37Q: 3 clusters Score -303871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -303888.250000 Penalty: 4065.706055
	Iteration 38Q: 3 clusters Score -303888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -303910.062500 Penalty: 4065.706055
	Iteration 39Q: 3 clusters Score -303910.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -303937.562500 Penalty: 4065.706055
	Iteration 40F: 3 clusters Score -303937.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -303955.750000 Penalty: 4065.706055
	Iteration 41Q: 3 clusters Score -303955.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -303966.937500 Penalty: 4065.706055
	Iteration 42Q: 3 clusters Score -303966.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -303979.562500 Penalty: 4065.706055
	Iteration 43Q: 3 clusters Score -303979.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -303994.156250 Penalty: 4065.706055
	Iteration 44Q: 3 clusters Score -303994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -304009.281250 Penalty: 4065.706055
	Iteration 45Q: 3 clusters Score -304009.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -304013.062500 Penalty: 4065.706055
	Iteration 46Q: 3 clusters Score -304013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -304016.312500 Penalty: 4065.706055
	Iteration 47Q: 3 clusters Score -304016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -304018.156250 Penalty: 4065.706055
	Iteration 48Q: 3 clusters Score -304018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -304019.812500 Penalty: 4065.706055
	Iteration 49Q: 3 clusters Score -304019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -304019.812500 Penalty: 4065.706055
	Iteration 50F: 3 clusters Score -304019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Entering Unmasked Estep 
Score: -2213015.250000 Penalty: 2506.485352
	Iteration 0F: 2 clusters Score -2213015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2195990.250000 Penalty: 5012.970703
	Iteration 0F: 3 clusters Score -2195990 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2202095.000000 Penalty: 5012.970703
	Iteration 1F: 3 clusters Score -2202095 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2202735.250000 Penalty: 5012.970703
	Iteration 2F: 3 clusters Score -2202735 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2203366.000000 Penalty: 5012.970703
	Iteration 3F: 3 clusters Score -2203366 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2203866.750000 Penalty: 5012.970703
	Iteration 4Q: 3 clusters Score -2203867 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2204333.000000 Penalty: 5012.970703
	Iteration 5Q: 3 clusters Score -2204333 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2204719.500000 Penalty: 5012.970703
	Iteration 6Q: 3 clusters Score -2204720 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2205126.500000 Penalty: 5012.970703
	Iteration 7Q: 3 clusters Score -2205126 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2205541.000000 Penalty: 5012.970703
	Iteration 8Q: 3 clusters Score -2205541 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2205910.500000 Penalty: 5012.970703
	Iteration 9Q: 3 clusters Score -2205910 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2206264.500000 Penalty: 5012.970703
	Iteration 10Q: 3 clusters Score -2206264 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2206590.750000 Penalty: 5012.970703
	Iteration 11Q: 3 clusters Score -2206591 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2206921.750000 Penalty: 5012.970703
	Iteration 12Q: 3 clusters Score -2206922 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2207203.250000 Penalty: 5012.970703
	Iteration 13Q: 3 clusters Score -2207203 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2207421.500000 Penalty: 5012.970703
	Iteration 14Q: 3 clusters Score -2207422 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2207572.750000 Penalty: 5012.970703
	Iteration 15Q: 3 clusters Score -2207573 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2207688.000000 Penalty: 5012.970703
	Iteration 16Q: 3 clusters Score -2207688 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2207757.500000 Penalty: 5012.970703
	Iteration 17Q: 3 clusters Score -2207758 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2207806.250000 Penalty: 5012.970703
	Iteration 18Q: 3 clusters Score -2207806 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2207839.500000 Penalty: 5012.970703
	Iteration 19Q: 3 clusters Score -2207840 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2207882.000000 Penalty: 5012.970703
	Iteration 20F: 3 clusters Score -2207882 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2207910.000000 Penalty: 5012.970703
	Iteration 21Q: 3 clusters Score -2207910 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2207941.750000 Penalty: 5012.970703
	Iteration 22Q: 3 clusters Score -2207942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2207979.000000 Penalty: 5012.970703
	Iteration 23Q: 3 clusters Score -2207979 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2208017.250000 Penalty: 5012.970703
	Iteration 24Q: 3 clusters Score -2208017 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2208058.000000 Penalty: 5012.970703
	Iteration 25Q: 3 clusters Score -2208058 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2208092.750000 Penalty: 5012.970703
	Iteration 26Q: 3 clusters Score -2208093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2208143.250000 Penalty: 5012.970703
	Iteration 27Q: 3 clusters Score -2208143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2208181.750000 Penalty: 5012.970703
	Iteration 28Q: 3 clusters Score -2208182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2208219.250000 Penalty: 5012.970703
	Iteration 29Q: 3 clusters Score -2208219 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2208252.250000 Penalty: 5012.970703
	Iteration 30Q: 3 clusters Score -2208252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2208280.750000 Penalty: 5012.970703
	Iteration 31Q: 3 clusters Score -2208281 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2208319.250000 Penalty: 5012.970703
	Iteration 32Q: 3 clusters Score -2208319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2208341.250000 Penalty: 5012.970703
	Iteration 33Q: 3 clusters Score -2208341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2208347.250000 Penalty: 5012.970703
	Iteration 34Q: 3 clusters Score -2208347 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2208370.250000 Penalty: 5012.970703
	Iteration 35Q: 3 clusters Score -2208370 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2208391.000000 Penalty: 5012.970703
	Iteration 36Q: 3 clusters Score -2208391 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2208416.750000 Penalty: 5012.970703
	Iteration 37Q: 3 clusters Score -2208417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2208427.500000 Penalty: 5012.970703
	Iteration 38Q: 3 clusters Score -2208428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2208448.750000 Penalty: 5012.970703
	Iteration 39Q: 3 clusters Score -2208449 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2208463.750000 Penalty: 5012.970703
	Iteration 40F: 3 clusters Score -2208464 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2208476.500000 Penalty: 5012.970703
	Iteration 41Q: 3 clusters Score -2208476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2208495.500000 Penalty: 5012.970703
	Iteration 42Q: 3 clusters Score -2208496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2208516.750000 Penalty: 5012.970703
	Iteration 43Q: 3 clusters Score -2208517 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2208527.750000 Penalty: 5012.970703
	Iteration 44Q: 3 clusters Score -2208528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2208542.000000 Penalty: 5012.970703
	Iteration 45Q: 3 clusters Score -2208542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2208547.000000 Penalty: 5012.970703
	Iteration 46Q: 3 clusters Score -2208547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2208563.750000 Penalty: 5012.970703
	Iteration 47Q: 3 clusters Score -2208564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2208582.000000 Penalty: 5012.970703
	Iteration 48Q: 3 clusters Score -2208582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2208587.750000 Penalty: 5012.970703
	Iteration 49Q: 3 clusters Score -2208588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2208597.000000 Penalty: 5012.970703
	Iteration 50Q: 3 clusters Score -2208597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2208604.250000 Penalty: 5012.970703
	Iteration 51Q: 3 clusters Score -2208604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2208619.500000 Penalty: 5012.970703
	Iteration 52Q: 3 clusters Score -2208620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2208630.000000 Penalty: 5012.970703
	Iteration 53Q: 3 clusters Score -2208630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2208646.250000 Penalty: 5012.970703
	Iteration 54Q: 3 clusters Score -2208646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2208653.500000 Penalty: 5012.970703
	Iteration 55Q: 3 clusters Score -2208654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2208666.000000 Penalty: 5012.970703
	Iteration 56Q: 3 clusters Score -2208666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2208672.000000 Penalty: 5012.970703
	Iteration 57Q: 3 clusters Score -2208672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2208682.750000 Penalty: 5012.970703
	Iteration 58Q: 3 clusters Score -2208683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2208683.250000 Penalty: 5012.970703
	Iteration 59Q: 3 clusters Score -2208683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2208695.500000 Penalty: 5012.970703
	Iteration 60F: 3 clusters Score -2208696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2208702.500000 Penalty: 5012.970703
	Iteration 61Q: 3 clusters Score -2208702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2208708.000000 Penalty: 5012.970703
	Iteration 62Q: 3 clusters Score -2208708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2208720.000000 Penalty: 5012.970703
	Iteration 63Q: 3 clusters Score -2208720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2208737.750000 Penalty: 5012.970703
	Iteration 64Q: 3 clusters Score -2208738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2208745.750000 Penalty: 5012.970703
	Iteration 65Q: 3 clusters Score -2208746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2208764.500000 Penalty: 5012.970703
	Iteration 66Q: 3 clusters Score -2208764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2208780.250000 Penalty: 5012.970703
	Iteration 67Q: 3 clusters Score -2208780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2208798.000000 Penalty: 5012.970703
	Iteration 68Q: 3 clusters Score -2208798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2208810.750000 Penalty: 5012.970703
	Iteration 69Q: 3 clusters Score -2208811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2208815.500000 Penalty: 5012.970703
	Iteration 70Q: 3 clusters Score -2208816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2208823.750000 Penalty: 5012.970703
	Iteration 71Q: 3 clusters Score -2208824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2208834.000000 Penalty: 5012.970703
	Iteration 72Q: 3 clusters Score -2208834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2208846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2208865.250000 Penalty: 5012.970703
	Iteration 74Q: 3 clusters Score -2208865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2208877 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2208882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2208896.500000 Penalty: 5012.970703
	Iteration 77Q: 3 clusters Score -2208896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2208918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2208943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2208964.250000 Penalty: 5012.970703
	Iteration 80F: 3 clusters Score -2208964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2208990 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2209028 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2209060 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2209090 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2209119 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2209141 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2209167.250000 Penalty: 5012.970703
	Iteration 87Q: 3 clusters Score -2209167 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2209195.750000 Penalty: 5012.970703
	Iteration 88Q: 3 clusters Score -2209196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2209227.000000 Penalty: 5012.970703
	Iteration 89Q: 3 clusters Score -2209227 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2209254.750000 Penalty: 5012.970703
	Iteration 90Q: 3 clusters Score -2209255 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2209287.000000 Penalty: 5012.970703
	Iteration 91Q: 3 clusters Score -2209287 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2209317.750000 Penalty: 5012.970703
	Iteration 92Q: 3 clusters Score -2209318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2209347.000000 Penalty: 5012.970703
	Iteration 93Q: 3 clusters Score -2209347 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2209381.500000 Penalty: 5012.970703
	Iteration 94Q: 3 clusters Score -2209382 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2209413.250000 Penalty: 5012.970703
	Iteration 95Q: 3 clusters Score -2209413 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2209456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2209496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2209543.500000 Penalty: 5012.970703
	Iteration 98Q: 3 clusters Score -2209544 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2209579 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2209633.500000 Penalty: 5012.970703
	Iteration 100F: 3 clusters Score -2209634 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2209672.500000 Penalty: 5012.970703
	Iteration 101Q: 3 clusters Score -2209672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2209719.750000 Penalty: 5012.970703
	Iteration 102Q: 3 clusters Score -2209720 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2209776.250000 Penalty: 5012.970703
	Iteration 103Q: 3 clusters Score -2209776 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2209834.500000 Penalty: 5012.970703
	Iteration 104Q: 3 clusters Score -2209834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2209882.500000 Penalty: 5012.970703
	Iteration 105Q: 3 clusters Score -2209882 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2209933.000000 Penalty: 5012.970703
	Iteration 106Q: 3 clusters Score -2209933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2210003 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2210073 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2210137.750000 Penalty: 5012.970703
	Iteration 109Q: 3 clusters Score -2210138 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2210195 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2210269.250000 Penalty: 5012.970703
	Iteration 111Q: 3 clusters Score -2210269 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2210324.000000 Penalty: 5012.970703
	Iteration 112Q: 3 clusters Score -2210324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2210381.250000 Penalty: 5012.970703
	Iteration 113Q: 3 clusters Score -2210381 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2210435.000000 Penalty: 5012.970703
	Iteration 114Q: 3 clusters Score -2210435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2210480.500000 Penalty: 5012.970703
	Iteration 115Q: 3 clusters Score -2210480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2210517.750000 Penalty: 5012.970703
	Iteration 116Q: 3 clusters Score -2210518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2210551.750000 Penalty: 5012.970703
	Iteration 117Q: 3 clusters Score -2210552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2210587.750000 Penalty: 5012.970703
	Iteration 118Q: 3 clusters Score -2210588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2210616.000000 Penalty: 5012.970703
	Iteration 119Q: 3 clusters Score -2210616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2210653.000000 Penalty: 5012.970703
	Iteration 120F: 3 clusters Score -2210653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2210685.000000 Penalty: 5012.970703
	Iteration 121Q: 3 clusters Score -2210685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2210713.000000 Penalty: 5012.970703
	Iteration 122Q: 3 clusters Score -2210713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2210737.750000 Penalty: 5012.970703
	Iteration 123Q: 3 clusters Score -2210738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2210751.000000 Penalty: 5012.970703
	Iteration 124Q: 3 clusters Score -2210751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2210761.750000 Penalty: 5012.970703
	Iteration 125Q: 3 clusters Score -2210762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2210773.500000 Penalty: 5012.970703
	Iteration 126Q: 3 clusters Score -2210774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2210782.000000 Penalty: 5012.970703
	Iteration 127Q: 3 clusters Score -2210782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2210786.750000 Penalty: 5012.970703
	Iteration 128Q: 3 clusters Score -2210787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2210801.500000 Penalty: 5012.970703
	Iteration 129Q: 3 clusters Score -2210802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2210809.500000 Penalty: 5012.970703
	Iteration 130Q: 3 clusters Score -2210810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2210818.000000 Penalty: 5012.970703
	Iteration 131Q: 3 clusters Score -2210818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2210825.000000 Penalty: 5012.970703
	Iteration 132Q: 3 clusters Score -2210825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2210837.500000 Penalty: 5012.970703
	Iteration 133Q: 3 clusters Score -2210838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2210846.250000 Penalty: 5012.970703
	Iteration 134Q: 3 clusters Score -2210846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2210847.000000 Penalty: 5012.970703
	Iteration 135Q: 3 clusters Score -2210847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2210855.750000 Penalty: 5012.970703
	Iteration 136Q: 3 clusters Score -2210856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2210858.250000 Penalty: 5012.970703
	Iteration 137Q: 3 clusters Score -2210858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2210859.250000 Penalty: 5012.970703
	Iteration 138Q: 3 clusters Score -2210859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2210865.000000 Penalty: 5012.970703
	Iteration 139Q: 3 clusters Score -2210865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2210866.250000 Penalty: 5012.970703
	Iteration 140F: 3 clusters Score -2210866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2210865.750000 Penalty: 5012.970703
	Iteration 141Q: 3 clusters Score -2210866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2210871.750000 Penalty: 5012.970703
	Iteration 142Q: 3 clusters Score -2210872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2210878.500000 Penalty: 5012.970703
	Iteration 143Q: 3 clusters Score -2210878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2210882.500000 Penalty: 5012.970703
	Iteration 144Q: 3 clusters Score -2210882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2210891.000000 Penalty: 5012.970703
	Iteration 145Q: 3 clusters Score -2210891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2210895.250000 Penalty: 5012.970703
	Iteration 146Q: 3 clusters Score -2210895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2210898.250000 Penalty: 5012.970703
	Iteration 147Q: 3 clusters Score -2210898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2210900.250000 Penalty: 5012.970703
	Iteration 148Q: 3 clusters Score -2210900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2210899.750000 Penalty: 5012.970703
	Iteration 149Q: 3 clusters Score -2210900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2210900.000000 Penalty: 5012.970703
	Iteration 150Q: 3 clusters Score -2210900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2210902.000000 Penalty: 5012.970703
	Iteration 151Q: 3 clusters Score -2210902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2210901.500000 Penalty: 5012.970703
	Iteration 152Q: 3 clusters Score -2210902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2210904.500000 Penalty: 5012.970703
	Iteration 153Q: 3 clusters Score -2210904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2210908.250000 Penalty: 5012.970703
	Iteration 154Q: 3 clusters Score -2210908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2210907.250000 Penalty: 5012.970703
	Iteration 155Q: 3 clusters Score -2210907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2210905.250000 Penalty: 5012.970703
	Iteration 156Q: 3 clusters Score -2210905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2210907.000000 Penalty: 5012.970703
	Iteration 157Q: 3 clusters Score -2210907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2210908.500000 Penalty: 5012.970703
	Iteration 158Q: 3 clusters Score -2210908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2210909.750000 Penalty: 5012.970703
	Iteration 159Q: 3 clusters Score -2210910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2210909.000000 Penalty: 5012.970703
	Iteration 160F: 3 clusters Score -2210909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2210911.500000 Penalty: 5012.970703
	Iteration 161Q: 3 clusters Score -2210912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2210909.750000 Penalty: 5012.970703
	Iteration 162Q: 3 clusters Score -2210910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2210909.750000 Penalty: 5012.970703
	Iteration 163F: 3 clusters Score -2210910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -271842.125000 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -271842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -268065.125000 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -268065.1 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -268979.125000 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -268979.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -269252.468750 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -269252.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -269477.218750 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -269477.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -269706.031250 Penalty: 4091.919189
	Iteration 4F: 3 clusters Score -269706 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -269921.531250 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -269921.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -270091.406250 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -270091.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -270236.500000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -270236.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -270371.687500 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -270371.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -270477.093750 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -270477.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -270553.718750 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -270553.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -270625.312500 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -270625.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -270675.656250 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -270675.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -270720.625000 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -270720.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -270768.312500 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -270768.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -270809.562500 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -270809.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -270836.687500 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -270836.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -270850.281250 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -270850.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -270865.968750 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -270866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -270888.718750 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -270888.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -270903.718750 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -270903.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -270917.531250 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -270917.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -270931.562500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -270931.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -270947.968750 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -270948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -270959.031250 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -270959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -270969.406250 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -270969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -270978.968750 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -270979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -270988.250000 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -270988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -270998.562500 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -270998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -271004.187500 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -271004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -271010.375000 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -271010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -271019.968750 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -271020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -271025.625000 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -271025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -271029.500000 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -271029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -271035.750000 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -271035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -271038.312500 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -271038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -271040.250000 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -271040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -271043.312500 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -271043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -271045.875000 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -271045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -271046.875000 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -271046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -271046.875000 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -271046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -182367.796875 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -182367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -179571.656250 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -179571.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -180167.796875 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -180167.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -180476.265625 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -180476.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -180611.421875 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -180611.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180676.906250 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -180676.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -180730.656250 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -180730.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -180781.109375 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -180781.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180822.062500 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -180822.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -180863.687500 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -180863.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -180898.796875 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -180898.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180931.125000 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -180931.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180958.484375 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -180958.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180978.203125 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -180978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -180989.984375 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -180990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -181000.531250 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -181000.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181009.968750 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -181010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181017.171875 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -181017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -181025.140625 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -181025.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181032.031250 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -181032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -181035.875000 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -181035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -181044.203125 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -181044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181051.109375 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -181051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -181054.265625 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -181054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181054.781250 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -181054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -181055.703125 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -181055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -181057.093750 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -181057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181058.234375 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -181058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -181059.203125 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -181059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -181059.843750 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -181059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -181060.718750 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -181060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181061.078125 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -181061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181061.640625 Penalty: 3825.372070
	Iteration 31Q: 3 clusters Score -181061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181061.640625 Penalty: 3825.372070
	Iteration 32F: 3 clusters Score -181061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Entering Unmasked Estep 
Score: -1601482.250000 Penalty: 2456.548096
	Iteration 0F: 2 clusters Score -1601482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1587454.875000 Penalty: 4913.096191
	Iteration 0F: 3 clusters Score -1587455 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1592211.875000 Penalty: 4913.096191
	Iteration 1F: 3 clusters Score -1592212 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1592706.000000 Penalty: 4913.096191
	Iteration 2F: 3 clusters Score -1592706 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1593189.750000 Penalty: 4913.096191
	Iteration 3F: 3 clusters Score -1593190 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1593744.875000 Penalty: 4913.096191
	Iteration 4F: 3 clusters Score -1593745 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1594397.125000 Penalty: 4913.096191
	Iteration 5F: 3 clusters Score -1594397 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1595177.875000 Penalty: 4913.096191
	Iteration 6F: 3 clusters Score -1595178 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1596073.625000 Penalty: 4913.096191
	Iteration 7F: 3 clusters Score -1596074 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1596949.000000 Penalty: 4913.096191
	Iteration 8F: 3 clusters Score -1596949 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1597651.875000 Penalty: 4913.096191
	Iteration 9Q: 3 clusters Score -1597652 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1598203.875000 Penalty: 4913.096191
	Iteration 10Q: 3 clusters Score -1598204 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1598561.250000 Penalty: 4913.096191
	Iteration 11Q: 3 clusters Score -1598561 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1598782.500000 Penalty: 4913.096191
	Iteration 12Q: 3 clusters Score -1598782 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1598960.250000 Penalty: 4913.096191
	Iteration 13Q: 3 clusters Score -1598960 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1599088.750000 Penalty: 4913.096191
	Iteration 14Q: 3 clusters Score -1599089 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1599190.125000 Penalty: 4913.096191
	Iteration 15Q: 3 clusters Score -1599190 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1599261.000000 Penalty: 4913.096191
	Iteration 16Q: 3 clusters Score -1599261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1599319.500000 Penalty: 4913.096191
	Iteration 17Q: 3 clusters Score -1599320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1599359.250000 Penalty: 4913.096191
	Iteration 18Q: 3 clusters Score -1599359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1599387.750000 Penalty: 4913.096191
	Iteration 19Q: 3 clusters Score -1599388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1599408.000000 Penalty: 4913.096191
	Iteration 20F: 3 clusters Score -1599408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1599423.125000 Penalty: 4913.096191
	Iteration 21Q: 3 clusters Score -1599423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1599429.750000 Penalty: 4913.096191
	Iteration 22Q: 3 clusters Score -1599430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1599440.500000 Penalty: 4913.096191
	Iteration 23Q: 3 clusters Score -1599440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1599446.875000 Penalty: 4913.096191
	Iteration 24Q: 3 clusters Score -1599447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1599452.125000 Penalty: 4913.096191
	Iteration 25Q: 3 clusters Score -1599452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1599453.125000 Penalty: 4913.096191
	Iteration 26Q: 3 clusters Score -1599453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1599457.375000 Penalty: 4913.096191
	Iteration 27Q: 3 clusters Score -1599457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1599457.250000 Penalty: 4913.096191
	Iteration 28Q: 3 clusters Score -1599457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1599457.250000 Penalty: 4913.096191
	Iteration 29F: 3 clusters Score -1599457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Entering Unmasked Estep 
Score: -987497.937500 Penalty: 2306.376953
	Iteration 0F: 2 clusters Score -987497.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -979211.500000 Penalty: 4612.753906
	Iteration 0F: 3 clusters Score -979211.5 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -981622.437500 Penalty: 4612.753906
	Iteration 1F: 3 clusters Score -981622.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -981909.937500 Penalty: 4612.753906
	Iteration 2F: 3 clusters Score -981909.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -982102.812500 Penalty: 4612.753906
	Iteration 3Q: 3 clusters Score -982102.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -982248.937500 Penalty: 4612.753906
	Iteration 4Q: 3 clusters Score -982248.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -982366.625000 Penalty: 4612.753906
	Iteration 5Q: 3 clusters Score -982366.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -982487.312500 Penalty: 4612.753906
	Iteration 6Q: 3 clusters Score -982487.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -982614.937500 Penalty: 4612.753906
	Iteration 7Q: 3 clusters Score -982614.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -982764.187500 Penalty: 4612.753906
	Iteration 8Q: 3 clusters Score -982764.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -982974.625000 Penalty: 4612.753906
	Iteration 9Q: 3 clusters Score -982974.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -983214.437500 Penalty: 4612.753906
	Iteration 10Q: 3 clusters Score -983214.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -983521.000000 Penalty: 4612.753906
	Iteration 11Q: 3 clusters Score -983521 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -983845.125000 Penalty: 4612.753906
	Iteration 12Q: 3 clusters Score -983845.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -984141.375000 Penalty: 4612.753906
	Iteration 13Q: 3 clusters Score -984141.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -984405.437500 Penalty: 4612.753906
	Iteration 14Q: 3 clusters Score -984405.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -984660.937500 Penalty: 4612.753906
	Iteration 15Q: 3 clusters Score -984660.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -984863.000000 Penalty: 4612.753906
	Iteration 16Q: 3 clusters Score -984863 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -985016.250000 Penalty: 4612.753906
	Iteration 17Q: 3 clusters Score -985016.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -985136.875000 Penalty: 4612.753906
	Iteration 18Q: 3 clusters Score -985136.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -985232.687500 Penalty: 4612.753906
	Iteration 19Q: 3 clusters Score -985232.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -985300.375000 Penalty: 4612.753906
	Iteration 20F: 3 clusters Score -985300.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -985328.937500 Penalty: 4612.753906
	Iteration 21Q: 3 clusters Score -985328.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -985348.312500 Penalty: 4612.753906
	Iteration 22Q: 3 clusters Score -985348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -985369.000000 Penalty: 4612.753906
	Iteration 23Q: 3 clusters Score -985369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -985378.500000 Penalty: 4612.753906
	Iteration 24Q: 3 clusters Score -985378.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -985388.375000 Penalty: 4612.753906
	Iteration 25Q: 3 clusters Score -985388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -985394.687500 Penalty: 4612.753906
	Iteration 26Q: 3 clusters Score -985394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -985403.187500 Penalty: 4612.753906
	Iteration 27Q: 3 clusters Score -985403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -985409.000000 Penalty: 4612.753906
	Iteration 28Q: 3 clusters Score -985409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -985420.562500 Penalty: 4612.753906
	Iteration 29Q: 3 clusters Score -985420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -985429.375000 Penalty: 4612.753906
	Iteration 30Q: 3 clusters Score -985429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -985438.062500 Penalty: 4612.753906
	Iteration 31Q: 3 clusters Score -985438.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -985448.500000 Penalty: 4612.753906
	Iteration 32Q: 3 clusters Score -985448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -985458.125000 Penalty: 4612.753906
	Iteration 33Q: 3 clusters Score -985458.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -985473.625000 Penalty: 4612.753906
	Iteration 34Q: 3 clusters Score -985473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -985479.062500 Penalty: 4612.753906
	Iteration 35Q: 3 clusters Score -985479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -985481.312500 Penalty: 4612.753906
	Iteration 36Q: 3 clusters Score -985481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -985484.500000 Penalty: 4612.753906
	Iteration 37Q: 3 clusters Score -985484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -985485.375000 Penalty: 4612.753906
	Iteration 38Q: 3 clusters Score -985485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -985486.187500 Penalty: 4612.753906
	Iteration 39Q: 3 clusters Score -985486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -985486.187500 Penalty: 4612.753906
	Iteration 40F: 3 clusters Score -985486.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1014110.687500 Penalty: 2329.710693
	Iteration 0F: 2 clusters Score -1014111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1005196.562500 Penalty: 4659.421387
	Iteration 0F: 3 clusters Score -1005197 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1007953.750000 Penalty: 4659.421387
	Iteration 1F: 3 clusters Score -1007954 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1008426.750000 Penalty: 4659.421387
	Iteration 2F: 3 clusters Score -1008427 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1008934.437500 Penalty: 4659.421387
	Iteration 3F: 3 clusters Score -1008934 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1009603.000000 Penalty: 4659.421387
	Iteration 4F: 3 clusters Score -1009603 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1010374.250000 Penalty: 4659.421387
	Iteration 5F: 3 clusters Score -1010374 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1011197.000000 Penalty: 4659.421387
	Iteration 6F: 3 clusters Score -1011197 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1011846.500000 Penalty: 4659.421387
	Iteration 7F: 3 clusters Score -1011846 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1012307.562500 Penalty: 4659.421387
	Iteration 8F: 3 clusters Score -1012308 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1012554.750000 Penalty: 4659.421387
	Iteration 9Q: 3 clusters Score -1012555 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1012684.437500 Penalty: 4659.421387
	Iteration 10Q: 3 clusters Score -1012684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1012747.500000 Penalty: 4659.421387
	Iteration 11Q: 3 clusters Score -1012748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1012786.375000 Penalty: 4659.421387
	Iteration 12Q: 3 clusters Score -1012786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1012807.062500 Penalty: 4659.421387
	Iteration 13Q: 3 clusters Score -1012807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1012824.500000 Penalty: 4659.421387
	Iteration 14Q: 3 clusters Score -1012824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1012833.687500 Penalty: 4659.421387
	Iteration 15Q: 3 clusters Score -1012834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1012844.125000 Penalty: 4659.421387
	Iteration 16Q: 3 clusters Score -1012844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1012848.937500 Penalty: 4659.421387
	Iteration 17Q: 3 clusters Score -1012849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1012854.812500 Penalty: 4659.421387
	Iteration 18Q: 3 clusters Score -1012855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1012860.937500 Penalty: 4659.421387
	Iteration 19Q: 3 clusters Score -1012861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1012863.687500 Penalty: 4659.421387
	Iteration 20F: 3 clusters Score -1012864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1012865.937500 Penalty: 4659.421387
	Iteration 21Q: 3 clusters Score -1012866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1012868.500000 Penalty: 4659.421387
	Iteration 22Q: 3 clusters Score -1012868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1012871.875000 Penalty: 4659.421387
	Iteration 23Q: 3 clusters Score -1012872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1012874.937500 Penalty: 4659.421387
	Iteration 24Q: 3 clusters Score -1012875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1012875.562500 Penalty: 4659.421387
	Iteration 25Q: 3 clusters Score -1012876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1012878.187500 Penalty: 4659.421387
	Iteration 26Q: 3 clusters Score -1012878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1012882.687500 Penalty: 4659.421387
	Iteration 27Q: 3 clusters Score -1012883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1012884.375000 Penalty: 4659.421387
	Iteration 28Q: 3 clusters Score -1012884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1012887.187500 Penalty: 4659.421387
	Iteration 29Q: 3 clusters Score -1012887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1012889.750000 Penalty: 4659.421387
	Iteration 30Q: 3 clusters Score -1012890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1012893.000000 Penalty: 4659.421387
	Iteration 31Q: 3 clusters Score -1012893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1012899.437500 Penalty: 4659.421387
	Iteration 32Q: 3 clusters Score -1012899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1012899.000000 Penalty: 4659.421387
	Iteration 33Q: 3 clusters Score -1012899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1012898.375000 Penalty: 4659.421387
	Iteration 34Q: 3 clusters Score -1012898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1012897.750000 Penalty: 4659.421387
	Iteration 35Q: 3 clusters Score -1012898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1012898.250000 Penalty: 4659.421387
	Iteration 36Q: 3 clusters Score -1012898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1012897.937500 Penalty: 4659.421387
	Iteration 37Q: 3 clusters Score -1012898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1012897.937500 Penalty: 4659.421387
	Iteration 38F: 3 clusters Score -1012898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 26735 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 67347 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 480631 members 
Mstep: Class 12 contains 24938 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 23253 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 39860 members 
Mstep: Class 18 contains 127523 members 
Mstep: Class 19 contains 151942 members 
Mstep: Class 20 contains 212795 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 97929 members 
Mstep: Class 23 contains 14237 members 
Mstep: Class 24 contains 211625 members 
Mstep: Class 25 contains 3630 members 
Mstep: Class 26 contains 24509 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 20039 members 
Mstep: Class 30 contains 10937 members 
Mstep: Class 31 contains 12016 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 33 clusters Score -1.464484e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 26736 members 
Mstep: Class 3 contains 25977 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 67356 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 480228 members 
Mstep: Class 12 contains 25034 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 23205 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 4613 members 
Mstep: Class 17 contains 39880 members 
Mstep: Class 18 contains 127527 members 
Mstep: Class 19 contains 151950 members 
Mstep: Class 20 contains 212768 members 
Mstep: Class 21 contains 8716 members 
Mstep: Class 22 contains 98271 members 
Mstep: Class 23 contains 14246 members 
Mstep: Class 24 contains 211623 members 
Mstep: Class 25 contains 3637 members 
Mstep: Class 26 contains 24507 members 
Mstep: Class 27 contains 3870 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 20094 members 
Mstep: Class 30 contains 10959 members 
Mstep: Class 31 contains 11909 members 
Mstep: Class 32 contains 16640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 33 clusters Score -1.464497e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 26739 members 
Mstep: Class 3 contains 25956 members 
Mstep: Class 4 contains 17605 members 
Mstep: Class 5 contains 67364 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16269 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 18433 members 
Mstep: Class 11 contains 479806 members 
Mstep: Class 12 contains 25112 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 23163 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 39897 members 
Mstep: Class 18 contains 127530 members 
Mstep: Class 19 contains 151952 members 
Mstep: Class 20 contains 212756 members 
Mstep: Class 21 contains 8634 members 
Mstep: Class 22 contains 98621 members 
Mstep: Class 23 contains 14255 members 
Mstep: Class 24 contains 211618 members 
Mstep: Class 25 contains 3673 members 
Mstep: Class 26 contains 24505 members 
Mstep: Class 27 contains 3867 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 10982 members 
Mstep: Class 31 contains 11863 members 
Mstep: Class 32 contains 16769 members 
Entering Unmasked Estep 
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Iteration 121Q: 33 clusters Score -1.464496e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 26741 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 67366 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 479412 members 
Mstep: Class 12 contains 25188 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 23121 members 
Mstep: Class 15 contains 4415 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 39918 members 
Mstep: Class 18 contains 127545 members 
Mstep: Class 19 contains 151944 members 
Mstep: Class 20 contains 212726 members 
Mstep: Class 21 contains 8610 members 
Mstep: Class 22 contains 98960 members 
Mstep: Class 23 contains 14256 members 
Mstep: Class 24 contains 211619 members 
Mstep: Class 25 contains 3701 members 
Mstep: Class 26 contains 24502 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 20133 members 
Mstep: Class 30 contains 11004 members 
Mstep: Class 31 contains 11829 members 
Mstep: Class 32 contains 16818 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 33 clusters Score -1.464497e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 26745 members 
Mstep: Class 3 contains 25917 members 
Mstep: Class 4 contains 17597 members 
Mstep: Class 5 contains 67375 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18431 members 
Mstep: Class 11 contains 479023 members 
Mstep: Class 12 contains 25249 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 23075 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 4590 members 
Mstep: Class 17 contains 39938 members 
Mstep: Class 18 contains 127558 members 
Mstep: Class 19 contains 151951 members 
Mstep: Class 20 contains 212690 members 
Mstep: Class 21 contains 8588 members 
Mstep: Class 22 contains 99290 members 
Mstep: Class 23 contains 14266 members 
Mstep: Class 24 contains 211609 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 24505 members 
Mstep: Class 27 contains 3880 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20160 members 
Mstep: Class 30 contains 11028 members 
Mstep: Class 31 contains 11814 members 
Mstep: Class 32 contains 16857 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 33 clusters Score -1.464501e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 25907 members 
Mstep: Class 4 contains 17584 members 
Mstep: Class 5 contains 67379 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 478651 members 
Mstep: Class 12 contains 25302 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 23035 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 39963 members 
Mstep: Class 18 contains 127571 members 
Mstep: Class 19 contains 151967 members 
Mstep: Class 20 contains 212646 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 99588 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 211614 members 
Mstep: Class 25 contains 3750 members 
Mstep: Class 26 contains 24505 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 20187 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 11800 members 
Mstep: Class 32 contains 16875 members 
Entering Unmasked Estep 
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Iteration 124Q: 33 clusters Score -1.464502e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 26752 members 
Mstep: Class 3 contains 25888 members 
Mstep: Class 4 contains 17575 members 
Mstep: Class 5 contains 67381 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18450 members 
Mstep: Class 11 contains 478334 members 
Mstep: Class 12 contains 25347 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 23009 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 4597 members 
Mstep: Class 17 contains 39985 members 
Mstep: Class 18 contains 127593 members 
Mstep: Class 19 contains 151985 members 
Mstep: Class 20 contains 212619 members 
Mstep: Class 21 contains 8581 members 
Mstep: Class 22 contains 99851 members 
Mstep: Class 23 contains 14276 members 
Mstep: Class 24 contains 211586 members 
Mstep: Class 25 contains 3764 members 
Mstep: Class 26 contains 24502 members 
Mstep: Class 27 contains 3896 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20212 members 
Mstep: Class 30 contains 11066 members 
Mstep: Class 31 contains 11788 members 
Mstep: Class 32 contains 16884 members 
Entering Unmasked Estep 
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Iteration 125Q: 33 clusters Score -1.464503e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 26756 members 
Mstep: Class 3 contains 25869 members 
Mstep: Class 4 contains 17547 members 
Mstep: Class 5 contains 67381 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16280 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 478047 members 
Mstep: Class 12 contains 25396 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 22994 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 40007 members 
Mstep: Class 18 contains 127608 members 
Mstep: Class 19 contains 151990 members 
Mstep: Class 20 contains 212585 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 100121 members 
Mstep: Class 23 contains 14280 members 
Mstep: Class 24 contains 211569 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 24499 members 
Mstep: Class 27 contains 3898 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20241 members 
Mstep: Class 30 contains 11077 members 
Mstep: Class 31 contains 11780 members 
Mstep: Class 32 contains 16891 members 
Entering Unmasked Estep 
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Iteration 126Q: 33 clusters Score -1.464503e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 26759 members 
Mstep: Class 3 contains 25850 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 67377 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 477780 members 
Mstep: Class 12 contains 25448 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 22971 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 40021 members 
Mstep: Class 18 contains 127617 members 
Mstep: Class 19 contains 152005 members 
Mstep: Class 20 contains 212553 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 100374 members 
Mstep: Class 23 contains 14283 members 
Mstep: Class 24 contains 211566 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 24499 members 
Mstep: Class 27 contains 3904 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20260 members 
Mstep: Class 30 contains 11086 members 
Mstep: Class 31 contains 11776 members 
Mstep: Class 32 contains 16896 members 
Entering Unmasked Estep 
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Iteration 127Q: 33 clusters Score -1.464503e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 26761 members 
Mstep: Class 3 contains 25828 members 
Mstep: Class 4 contains 17509 members 
Mstep: Class 5 contains 67375 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18481 members 
Mstep: Class 11 contains 477494 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 22947 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 4615 members 
Mstep: Class 17 contains 40036 members 
Mstep: Class 18 contains 127621 members 
Mstep: Class 19 contains 152019 members 
Mstep: Class 20 contains 212554 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 100615 members 
Mstep: Class 23 contains 14283 members 
Mstep: Class 24 contains 211570 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 24499 members 
Mstep: Class 27 contains 3911 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20267 members 
Mstep: Class 30 contains 11099 members 
Mstep: Class 31 contains 11773 members 
Mstep: Class 32 contains 16899 members 
Entering Unmasked Estep 
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Iteration 128Q: 33 clusters Score -1.464503e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 26761 members 
Mstep: Class 3 contains 25813 members 
Mstep: Class 4 contains 17499 members 
Mstep: Class 5 contains 67373 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 477202 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 22933 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4615 members 
Mstep: Class 17 contains 40060 members 
Mstep: Class 18 contains 127626 members 
Mstep: Class 19 contains 152044 members 
Mstep: Class 20 contains 212536 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 100847 members 
Mstep: Class 23 contains 14287 members 
Mstep: Class 24 contains 211563 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 24493 members 
Mstep: Class 27 contains 3915 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20286 members 
Mstep: Class 30 contains 11110 members 
Mstep: Class 31 contains 11769 members 
Mstep: Class 32 contains 16898 members 
Entering Unmasked Estep 
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Iteration 129Q: 33 clusters Score -1.464504e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 26760 members 
Mstep: Class 3 contains 25789 members 
Mstep: Class 4 contains 17480 members 
Mstep: Class 5 contains 67356 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 476915 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4616 members 
Mstep: Class 17 contains 40088 members 
Mstep: Class 18 contains 127635 members 
Mstep: Class 19 contains 152062 members 
Mstep: Class 20 contains 212526 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 101088 members 
Mstep: Class 23 contains 14291 members 
Mstep: Class 24 contains 211561 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24490 members 
Mstep: Class 27 contains 3919 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20305 members 
Mstep: Class 30 contains 11120 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 16898 members 
Entering Unmasked Estep 
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Iteration 130Q: 33 clusters Score -1.464505e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 26763 members 
Mstep: Class 3 contains 25759 members 
Mstep: Class 4 contains 17467 members 
Mstep: Class 5 contains 67353 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16280 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18512 members 
Mstep: Class 11 contains 476641 members 
Mstep: Class 12 contains 25642 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22909 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 40110 members 
Mstep: Class 18 contains 127646 members 
Mstep: Class 19 contains 152075 members 
Mstep: Class 20 contains 212520 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 101316 members 
Mstep: Class 23 contains 14294 members 
Mstep: Class 24 contains 211556 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 24488 members 
Mstep: Class 27 contains 3920 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20328 members 
Mstep: Class 30 contains 11128 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16899 members 
Entering Unmasked Estep 
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Iteration 131Q: 33 clusters Score -1.464505e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 26768 members 
Mstep: Class 3 contains 25743 members 
Mstep: Class 4 contains 17445 members 
Mstep: Class 5 contains 67355 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16279 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 476369 members 
Mstep: Class 12 contains 25680 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22896 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40127 members 
Mstep: Class 18 contains 127663 members 
Mstep: Class 19 contains 152084 members 
Mstep: Class 20 contains 212509 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 101551 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 211556 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 24487 members 
Mstep: Class 27 contains 3921 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20351 members 
Mstep: Class 30 contains 11136 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16899 members 
Entering Unmasked Estep 
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Iteration 132Q: 33 clusters Score -1.464509e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 26770 members 
Mstep: Class 3 contains 25723 members 
Mstep: Class 4 contains 17428 members 
Mstep: Class 5 contains 67350 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18523 members 
Mstep: Class 11 contains 476101 members 
Mstep: Class 12 contains 25711 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22887 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 40142 members 
Mstep: Class 18 contains 127686 members 
Mstep: Class 19 contains 152092 members 
Mstep: Class 20 contains 212503 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 101761 members 
Mstep: Class 23 contains 14304 members 
Mstep: Class 24 contains 211559 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 24488 members 
Mstep: Class 27 contains 3922 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20371 members 
Mstep: Class 30 contains 11143 members 
Mstep: Class 31 contains 11767 members 
Mstep: Class 32 contains 16900 members 
Entering Unmasked Estep 
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Iteration 133Q: 33 clusters Score -1.464507e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 26771 members 
Mstep: Class 3 contains 25702 members 
Mstep: Class 4 contains 17413 members 
Mstep: Class 5 contains 67342 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 475859 members 
Mstep: Class 12 contains 25749 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22875 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4629 members 
Mstep: Class 17 contains 40160 members 
Mstep: Class 18 contains 127714 members 
Mstep: Class 19 contains 152102 members 
Mstep: Class 20 contains 212488 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 101963 members 
Mstep: Class 23 contains 14307 members 
Mstep: Class 24 contains 211566 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24486 members 
Mstep: Class 27 contains 3921 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20382 members 
Mstep: Class 30 contains 11150 members 
Mstep: Class 31 contains 11768 members 
Mstep: Class 32 contains 16901 members 
Entering Unmasked Estep 
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Iteration 134Q: 33 clusters Score -1.464506e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 26773 members 
Mstep: Class 3 contains 25674 members 
Mstep: Class 4 contains 17399 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18533 members 
Mstep: Class 11 contains 475596 members 
Mstep: Class 12 contains 25793 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 22866 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 40171 members 
Mstep: Class 18 contains 127752 members 
Mstep: Class 19 contains 152111 members 
Mstep: Class 20 contains 212491 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 102157 members 
Mstep: Class 23 contains 14314 members 
Mstep: Class 24 contains 211560 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24485 members 
Mstep: Class 27 contains 3921 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20390 members 
Mstep: Class 30 contains 11159 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 16903 members 
Entering Unmasked Estep 
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Iteration 135Q: 33 clusters Score -1.464508e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 26772 members 
Mstep: Class 3 contains 25649 members 
Mstep: Class 4 contains 17387 members 
Mstep: Class 5 contains 67337 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 475339 members 
Mstep: Class 12 contains 25836 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22859 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40179 members 
Mstep: Class 18 contains 127784 members 
Mstep: Class 19 contains 152123 members 
Mstep: Class 20 contains 212496 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 102359 members 
Mstep: Class 23 contains 14317 members 
Mstep: Class 24 contains 211543 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24482 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20398 members 
Mstep: Class 30 contains 11171 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16905 members 
Entering Unmasked Estep 
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Iteration 136Q: 33 clusters Score -1.464509e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 26775 members 
Mstep: Class 3 contains 25624 members 
Mstep: Class 4 contains 17372 members 
Mstep: Class 5 contains 67342 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16285 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18545 members 
Mstep: Class 11 contains 475087 members 
Mstep: Class 12 contains 25862 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22851 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40192 members 
Mstep: Class 18 contains 127815 members 
Mstep: Class 19 contains 152137 members 
Mstep: Class 20 contains 212489 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 102550 members 
Mstep: Class 23 contains 14324 members 
Mstep: Class 24 contains 211533 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24484 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20412 members 
Mstep: Class 30 contains 11183 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451168.000000 Penalty: 113876.406250
Iteration 137Q: 33 clusters Score -1.464512e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 26776 members 
Mstep: Class 3 contains 25599 members 
Mstep: Class 4 contains 17355 members 
Mstep: Class 5 contains 67342 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16285 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18553 members 
Mstep: Class 11 contains 474834 members 
Mstep: Class 12 contains 25897 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22844 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 40202 members 
Mstep: Class 18 contains 127840 members 
Mstep: Class 19 contains 152148 members 
Mstep: Class 20 contains 212499 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 102739 members 
Mstep: Class 23 contains 14332 members 
Mstep: Class 24 contains 211524 members 
Mstep: Class 25 contains 3798 members 
Mstep: Class 26 contains 24482 members 
Mstep: Class 27 contains 3927 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 20428 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451040.000000 Penalty: 113876.406250
Iteration 138Q: 33 clusters Score -1.46451e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 26778 members 
Mstep: Class 3 contains 25589 members 
Mstep: Class 4 contains 17341 members 
Mstep: Class 5 contains 67343 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18561 members 
Mstep: Class 11 contains 474586 members 
Mstep: Class 12 contains 25932 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22839 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40216 members 
Mstep: Class 18 contains 127875 members 
Mstep: Class 19 contains 152157 members 
Mstep: Class 20 contains 212482 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 102929 members 
Mstep: Class 23 contains 14336 members 
Mstep: Class 24 contains 211516 members 
Mstep: Class 25 contains 3800 members 
Mstep: Class 26 contains 24482 members 
Mstep: Class 27 contains 3929 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 20439 members 
Mstep: Class 30 contains 11196 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450896.000000 Penalty: 113876.406250
Iteration 139Q: 33 clusters Score -1.464509e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 26780 members 
Mstep: Class 3 contains 25579 members 
Mstep: Class 4 contains 17327 members 
Mstep: Class 5 contains 67341 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 474339 members 
Mstep: Class 12 contains 25963 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22831 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40223 members 
Mstep: Class 18 contains 127902 members 
Mstep: Class 19 contains 152167 members 
Mstep: Class 20 contains 212481 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 103126 members 
Mstep: Class 23 contains 14340 members 
Mstep: Class 24 contains 211500 members 
Mstep: Class 25 contains 3801 members 
Mstep: Class 26 contains 24479 members 
Mstep: Class 27 contains 3930 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20449 members 
Mstep: Class 30 contains 11204 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450976.000000 Penalty: 113876.406250
Iteration 140F: 33 clusters Score -1.46451e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 26782 members 
Mstep: Class 3 contains 25575 members 
Mstep: Class 4 contains 17318 members 
Mstep: Class 5 contains 67338 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 474085 members 
Mstep: Class 12 contains 26001 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 22829 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40226 members 
Mstep: Class 18 contains 127938 members 
Mstep: Class 19 contains 152181 members 
Mstep: Class 20 contains 212476 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 103322 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 211486 members 
Mstep: Class 25 contains 3803 members 
Mstep: Class 26 contains 24476 members 
Mstep: Class 27 contains 3932 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20448 members 
Mstep: Class 30 contains 11210 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451296.000000 Penalty: 113876.406250
Iteration 141Q: 33 clusters Score -1.464513e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 26784 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 17306 members 
Mstep: Class 5 contains 67335 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18561 members 
Mstep: Class 11 contains 473860 members 
Mstep: Class 12 contains 26030 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22825 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 40233 members 
Mstep: Class 18 contains 127970 members 
Mstep: Class 19 contains 152190 members 
Mstep: Class 20 contains 212460 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 103509 members 
Mstep: Class 23 contains 14348 members 
Mstep: Class 24 contains 211476 members 
Mstep: Class 25 contains 3803 members 
Mstep: Class 26 contains 24478 members 
Mstep: Class 27 contains 3933 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20460 members 
Mstep: Class 30 contains 11218 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451376.000000 Penalty: 113876.406250
Iteration 142Q: 33 clusters Score -1.464514e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 26786 members 
Mstep: Class 3 contains 25566 members 
Mstep: Class 4 contains 17299 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 473661 members 
Mstep: Class 12 contains 26055 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22823 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 40241 members 
Mstep: Class 18 contains 127988 members 
Mstep: Class 19 contains 152202 members 
Mstep: Class 20 contains 212438 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 103676 members 
Mstep: Class 23 contains 14352 members 
Mstep: Class 24 contains 211471 members 
Mstep: Class 25 contains 3804 members 
Mstep: Class 26 contains 24477 members 
Mstep: Class 27 contains 3933 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20466 members 
Mstep: Class 30 contains 11230 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451552.000000 Penalty: 113876.406250
Iteration 143Q: 33 clusters Score -1.464516e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 26789 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 17291 members 
Mstep: Class 5 contains 67323 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18557 members 
Mstep: Class 11 contains 473473 members 
Mstep: Class 12 contains 26071 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22820 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 40250 members 
Mstep: Class 18 contains 128010 members 
Mstep: Class 19 contains 152216 members 
Mstep: Class 20 contains 212423 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 103830 members 
Mstep: Class 23 contains 14354 members 
Mstep: Class 24 contains 211467 members 
Mstep: Class 25 contains 3805 members 
Mstep: Class 26 contains 24479 members 
Mstep: Class 27 contains 3933 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20470 members 
Mstep: Class 30 contains 11240 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451632.000000 Penalty: 113876.406250
Iteration 144Q: 33 clusters Score -1.464516e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 26794 members 
Mstep: Class 3 contains 25570 members 
Mstep: Class 4 contains 17281 members 
Mstep: Class 5 contains 67317 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 473293 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 40257 members 
Mstep: Class 18 contains 128031 members 
Mstep: Class 19 contains 152222 members 
Mstep: Class 20 contains 212409 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 103983 members 
Mstep: Class 23 contains 14356 members 
Mstep: Class 24 contains 211464 members 
Mstep: Class 25 contains 3805 members 
Mstep: Class 26 contains 24478 members 
Mstep: Class 27 contains 3933 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20478 members 
Mstep: Class 30 contains 11248 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451856.000000 Penalty: 113876.406250
Iteration 145Q: 33 clusters Score -1.464519e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 26799 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 17274 members 
Mstep: Class 5 contains 67314 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 473113 members 
Mstep: Class 12 contains 26105 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 22815 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 40267 members 
Mstep: Class 18 contains 128055 members 
Mstep: Class 19 contains 152225 members 
Mstep: Class 20 contains 212399 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 104130 members 
Mstep: Class 23 contains 14358 members 
Mstep: Class 24 contains 211463 members 
Mstep: Class 25 contains 3806 members 
Mstep: Class 26 contains 24477 members 
Mstep: Class 27 contains 3934 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20481 members 
Mstep: Class 30 contains 11249 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451904.000000 Penalty: 113876.406250
Iteration 146Q: 33 clusters Score -1.464519e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 26798 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 67315 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 472954 members 
Mstep: Class 12 contains 26124 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22811 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 40276 members 
Mstep: Class 18 contains 128082 members 
Mstep: Class 19 contains 152231 members 
Mstep: Class 20 contains 212382 members 
Mstep: Class 21 contains 8575 members 
Mstep: Class 22 contains 104276 members 
Mstep: Class 23 contains 14356 members 
Mstep: Class 24 contains 211451 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 24477 members 
Mstep: Class 27 contains 3935 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20482 members 
Mstep: Class 30 contains 11250 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451792.000000 Penalty: 113876.406250
Iteration 147Q: 33 clusters Score -1.464518e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 26800 members 
Mstep: Class 3 contains 25570 members 
Mstep: Class 4 contains 17264 members 
Mstep: Class 5 contains 67315 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16285 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18559 members 
Mstep: Class 11 contains 472758 members 
Mstep: Class 12 contains 26147 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22807 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40286 members 
Mstep: Class 18 contains 128104 members 
Mstep: Class 19 contains 152237 members 
Mstep: Class 20 contains 212370 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 104447 members 
Mstep: Class 23 contains 14356 members 
Mstep: Class 24 contains 211440 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 24476 members 
Mstep: Class 27 contains 3936 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20485 members 
Mstep: Class 30 contains 11255 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451712.000000 Penalty: 113876.406250
Iteration 148Q: 33 clusters Score -1.464517e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25572 members 
Mstep: Class 4 contains 17257 members 
Mstep: Class 5 contains 67306 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 472582 members 
Mstep: Class 12 contains 26166 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 40294 members 
Mstep: Class 18 contains 128126 members 
Mstep: Class 19 contains 152242 members 
Mstep: Class 20 contains 212344 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 104609 members 
Mstep: Class 23 contains 14358 members 
Mstep: Class 24 contains 211437 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 24473 members 
Mstep: Class 27 contains 3936 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20492 members 
Mstep: Class 30 contains 11260 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451712.000000 Penalty: 113876.406250
Iteration 149Q: 33 clusters Score -1.464517e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25574 members 
Mstep: Class 4 contains 17251 members 
Mstep: Class 5 contains 67301 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18573 members 
Mstep: Class 11 contains 472399 members 
Mstep: Class 12 contains 26180 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22806 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40308 members 
Mstep: Class 18 contains 128156 members 
Mstep: Class 19 contains 152249 members 
Mstep: Class 20 contains 212325 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 104766 members 
Mstep: Class 23 contains 14356 members 
Mstep: Class 24 contains 211429 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 24471 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20496 members 
Mstep: Class 30 contains 11268 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451536.000000 Penalty: 113876.406250
Iteration 150Q: 33 clusters Score -1.464515e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25574 members 
Mstep: Class 4 contains 17248 members 
Mstep: Class 5 contains 67301 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 472243 members 
Mstep: Class 12 contains 26190 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40308 members 
Mstep: Class 18 contains 128186 members 
Mstep: Class 19 contains 152252 members 
Mstep: Class 20 contains 212310 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 104899 members 
Mstep: Class 23 contains 14355 members 
Mstep: Class 24 contains 211425 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 24471 members 
Mstep: Class 27 contains 3938 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20502 members 
Mstep: Class 30 contains 11279 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451552.000000 Penalty: 113876.406250
Iteration 151Q: 33 clusters Score -1.464516e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25575 members 
Mstep: Class 4 contains 17242 members 
Mstep: Class 5 contains 67305 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18582 members 
Mstep: Class 11 contains 472083 members 
Mstep: Class 12 contains 26203 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40308 members 
Mstep: Class 18 contains 128221 members 
Mstep: Class 19 contains 152258 members 
Mstep: Class 20 contains 212299 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 105035 members 
Mstep: Class 23 contains 14355 members 
Mstep: Class 24 contains 211418 members 
Mstep: Class 25 contains 3809 members 
Mstep: Class 26 contains 24469 members 
Mstep: Class 27 contains 3940 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20508 members 
Mstep: Class 30 contains 11281 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451392.000000 Penalty: 113876.406250
Iteration 152Q: 33 clusters Score -1.464514e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25571 members 
Mstep: Class 4 contains 17239 members 
Mstep: Class 5 contains 67306 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18589 members 
Mstep: Class 11 contains 471917 members 
Mstep: Class 12 contains 26214 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22799 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40306 members 
Mstep: Class 18 contains 128260 members 
Mstep: Class 19 contains 152269 members 
Mstep: Class 20 contains 212292 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 105170 members 
Mstep: Class 23 contains 14356 members 
Mstep: Class 24 contains 211401 members 
Mstep: Class 25 contains 3811 members 
Mstep: Class 26 contains 24467 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20515 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451328.000000 Penalty: 113876.406250
Iteration 153Q: 33 clusters Score -1.464513e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25565 members 
Mstep: Class 4 contains 17235 members 
Mstep: Class 5 contains 67309 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18590 members 
Mstep: Class 11 contains 471745 members 
Mstep: Class 12 contains 26224 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22795 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40314 members 
Mstep: Class 18 contains 128300 members 
Mstep: Class 19 contains 152274 members 
Mstep: Class 20 contains 212270 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 105305 members 
Mstep: Class 23 contains 14358 members 
Mstep: Class 24 contains 211392 members 
Mstep: Class 25 contains 3813 members 
Mstep: Class 26 contains 24468 members 
Mstep: Class 27 contains 3943 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20525 members 
Mstep: Class 30 contains 11289 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451248.000000 Penalty: 113876.406250
Iteration 154Q: 33 clusters Score -1.464512e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 26801 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17235 members 
Mstep: Class 5 contains 67310 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 11 contains 471592 members 
Mstep: Class 12 contains 26227 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22789 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40317 members 
Mstep: Class 18 contains 128349 members 
Mstep: Class 19 contains 152277 members 
Mstep: Class 20 contains 212258 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 105414 members 
Mstep: Class 23 contains 14360 members 
Mstep: Class 24 contains 211379 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24464 members 
Mstep: Class 27 contains 3943 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20525 members 
Mstep: Class 30 contains 11303 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451072.000000 Penalty: 113876.406250
Iteration 155Q: 33 clusters Score -1.464511e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 26801 members 
Mstep: Class 3 contains 25558 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 67314 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 471418 members 
Mstep: Class 12 contains 26231 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22781 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40318 members 
Mstep: Class 18 contains 128404 members 
Mstep: Class 19 contains 152284 members 
Mstep: Class 20 contains 212244 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 105538 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211378 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24463 members 
Mstep: Class 27 contains 3945 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20525 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451520.000000 Penalty: 113876.406250
Iteration 156Q: 33 clusters Score -1.464515e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25555 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 67314 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 11 contains 471254 members 
Mstep: Class 12 contains 26244 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22775 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40320 members 
Mstep: Class 18 contains 128454 members 
Mstep: Class 19 contains 152291 members 
Mstep: Class 20 contains 212236 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 105649 members 
Mstep: Class 23 contains 14364 members 
Mstep: Class 24 contains 211365 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24460 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20533 members 
Mstep: Class 30 contains 11324 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451584.000000 Penalty: 113876.406250
Iteration 157Q: 33 clusters Score -1.464516e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25550 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 67319 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 471116 members 
Mstep: Class 12 contains 26258 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22768 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40320 members 
Mstep: Class 18 contains 128502 members 
Mstep: Class 19 contains 152295 members 
Mstep: Class 20 contains 212225 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 105736 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211353 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24460 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20544 members 
Mstep: Class 30 contains 11333 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451648.000000 Penalty: 113876.406250
Iteration 158Q: 33 clusters Score -1.464516e+08 nChanged 250
Entering ConstructFrom: 
Score: -146451648.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (24174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Entering Unmasked Estep 
Score: -2080571.500000 Penalty: 2503.072266
	Iteration 0F: 2 clusters Score -2080572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2063760.625000 Penalty: 5006.144531
	Iteration 0F: 3 clusters Score -2063761 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2069559.000000 Penalty: 5006.144531
	Iteration 1F: 3 clusters Score -2069559 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2069978.375000 Penalty: 5006.144531
	Iteration 2Q: 3 clusters Score -2069978 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2070321.125000 Penalty: 5006.144531
	Iteration 3Q: 3 clusters Score -2070321 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2070625.000000 Penalty: 5006.144531
	Iteration 4Q: 3 clusters Score -2070625 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2070912.000000 Penalty: 5006.144531
	Iteration 5Q: 3 clusters Score -2070912 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2071217.750000 Penalty: 5006.144531
	Iteration 6Q: 3 clusters Score -2071218 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2071579.625000 Penalty: 5006.144531
	Iteration 7Q: 3 clusters Score -2071580 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2072003.375000 Penalty: 5006.144531
	Iteration 8Q: 3 clusters Score -2072003 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2072498.000000 Penalty: 5006.144531
	Iteration 9Q: 3 clusters Score -2072498 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2073007.375000 Penalty: 5006.144531
	Iteration 10Q: 3 clusters Score -2073007 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2073569.750000 Penalty: 5006.144531
	Iteration 11Q: 3 clusters Score -2073570 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2074085.375000 Penalty: 5006.144531
	Iteration 12Q: 3 clusters Score -2074085 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2074577.375000 Penalty: 5006.144531
	Iteration 13Q: 3 clusters Score -2074577 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2075052.375000 Penalty: 5006.144531
	Iteration 14Q: 3 clusters Score -2075052 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2075473.250000 Penalty: 5006.144531
	Iteration 15Q: 3 clusters Score -2075473 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2075828.625000 Penalty: 5006.144531
	Iteration 16Q: 3 clusters Score -2075829 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2076092.250000 Penalty: 5006.144531
	Iteration 17Q: 3 clusters Score -2076092 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2076284.875000 Penalty: 5006.144531
	Iteration 18Q: 3 clusters Score -2076285 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2076444.500000 Penalty: 5006.144531
	Iteration 19Q: 3 clusters Score -2076444 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2076567.000000 Penalty: 5006.144531
	Iteration 20F: 3 clusters Score -2076567 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2076674.375000 Penalty: 5006.144531
	Iteration 21Q: 3 clusters Score -2076674 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2076757.125000 Penalty: 5006.144531
	Iteration 22Q: 3 clusters Score -2076757 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2076824.375000 Penalty: 5006.144531
	Iteration 23Q: 3 clusters Score -2076824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2076887.375000 Penalty: 5006.144531
	Iteration 24Q: 3 clusters Score -2076887 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2076954.250000 Penalty: 5006.144531
	Iteration 25Q: 3 clusters Score -2076954 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2077022.750000 Penalty: 5006.144531
	Iteration 26Q: 3 clusters Score -2077023 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2077095.625000 Penalty: 5006.144531
	Iteration 27Q: 3 clusters Score -2077096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2077161.000000 Penalty: 5006.144531
	Iteration 28Q: 3 clusters Score -2077161 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2077237.125000 Penalty: 5006.144531
	Iteration 29Q: 3 clusters Score -2077237 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2077301.250000 Penalty: 5006.144531
	Iteration 30Q: 3 clusters Score -2077301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2077364.500000 Penalty: 5006.144531
	Iteration 31Q: 3 clusters Score -2077364 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2077412.750000 Penalty: 5006.144531
	Iteration 32Q: 3 clusters Score -2077413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2077466.375000 Penalty: 5006.144531
	Iteration 33Q: 3 clusters Score -2077466 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2077515.500000 Penalty: 5006.144531
	Iteration 34Q: 3 clusters Score -2077516 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2077565.500000 Penalty: 5006.144531
	Iteration 35Q: 3 clusters Score -2077566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2077597.000000 Penalty: 5006.144531
	Iteration 36Q: 3 clusters Score -2077597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2077640.375000 Penalty: 5006.144531
	Iteration 37Q: 3 clusters Score -2077640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2077681.000000 Penalty: 5006.144531
	Iteration 38Q: 3 clusters Score -2077681 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2077728.875000 Penalty: 5006.144531
	Iteration 39Q: 3 clusters Score -2077729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2077764.375000 Penalty: 5006.144531
	Iteration 40F: 3 clusters Score -2077764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2077793.500000 Penalty: 5006.144531
	Iteration 41Q: 3 clusters Score -2077794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2077827.250000 Penalty: 5006.144531
	Iteration 42Q: 3 clusters Score -2077827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2077854.000000 Penalty: 5006.144531
	Iteration 43Q: 3 clusters Score -2077854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2077884.875000 Penalty: 5006.144531
	Iteration 44Q: 3 clusters Score -2077885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2077919.000000 Penalty: 5006.144531
	Iteration 45Q: 3 clusters Score -2077919 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2077951.125000 Penalty: 5006.144531
	Iteration 46Q: 3 clusters Score -2077951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2077988.375000 Penalty: 5006.144531
	Iteration 47Q: 3 clusters Score -2077988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2078021.875000 Penalty: 5006.144531
	Iteration 48Q: 3 clusters Score -2078022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2078052.625000 Penalty: 5006.144531
	Iteration 49Q: 3 clusters Score -2078053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2078079.375000 Penalty: 5006.144531
	Iteration 50Q: 3 clusters Score -2078079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2078120.000000 Penalty: 5006.144531
	Iteration 51Q: 3 clusters Score -2078120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2078154.750000 Penalty: 5006.144531
	Iteration 52Q: 3 clusters Score -2078155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2078187.625000 Penalty: 5006.144531
	Iteration 53Q: 3 clusters Score -2078188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2078221.500000 Penalty: 5006.144531
	Iteration 54Q: 3 clusters Score -2078222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2078251.250000 Penalty: 5006.144531
	Iteration 55Q: 3 clusters Score -2078251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2078276.125000 Penalty: 5006.144531
	Iteration 56Q: 3 clusters Score -2078276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2078298.750000 Penalty: 5006.144531
	Iteration 57Q: 3 clusters Score -2078299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2078314.375000 Penalty: 5006.144531
	Iteration 58Q: 3 clusters Score -2078314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2078343.375000 Penalty: 5006.144531
	Iteration 59Q: 3 clusters Score -2078343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2078365.000000 Penalty: 5006.144531
	Iteration 60F: 3 clusters Score -2078365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2078381.000000 Penalty: 5006.144531
	Iteration 61Q: 3 clusters Score -2078381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2078397.625000 Penalty: 5006.144531
	Iteration 62Q: 3 clusters Score -2078398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2078411.125000 Penalty: 5006.144531
	Iteration 63Q: 3 clusters Score -2078411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2078427.875000 Penalty: 5006.144531
	Iteration 64Q: 3 clusters Score -2078428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2078438.625000 Penalty: 5006.144531
	Iteration 65Q: 3 clusters Score -2078439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2078454.625000 Penalty: 5006.144531
	Iteration 66Q: 3 clusters Score -2078455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2078471.375000 Penalty: 5006.144531
	Iteration 67Q: 3 clusters Score -2078471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2078485.125000 Penalty: 5006.144531
	Iteration 68Q: 3 clusters Score -2078485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2078497.750000 Penalty: 5006.144531
	Iteration 69Q: 3 clusters Score -2078498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2078505.125000 Penalty: 5006.144531
	Iteration 70Q: 3 clusters Score -2078505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2078510.750000 Penalty: 5006.144531
	Iteration 71Q: 3 clusters Score -2078511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2078516.750000 Penalty: 5006.144531
	Iteration 72Q: 3 clusters Score -2078517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2078522.875000 Penalty: 5006.144531
	Iteration 73Q: 3 clusters Score -2078523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2078525.750000 Penalty: 5006.144531
	Iteration 74Q: 3 clusters Score -2078526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2078535.750000 Penalty: 5006.144531
	Iteration 75Q: 3 clusters Score -2078536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2078535.125000 Penalty: 5006.144531
	Iteration 76Q: 3 clusters Score -2078535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2078535.250000 Penalty: 5006.144531
	Iteration 77Q: 3 clusters Score -2078535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2078536.000000 Penalty: 5006.144531
	Iteration 78Q: 3 clusters Score -2078536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2078533.875000 Penalty: 5006.144531
	Iteration 79Q: 3 clusters Score -2078534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2078533.875000 Penalty: 5006.144531
	Iteration 80F: 3 clusters Score -2078534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Entering Unmasked Estep 
Score: -2421146.500000 Penalty: 2528.683838
	Iteration 0F: 2 clusters Score -2421146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2402718.000000 Penalty: 5057.367676
	Iteration 0F: 3 clusters Score -2402718 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2409205.250000 Penalty: 5057.367676
	Iteration 1F: 3 clusters Score -2409205 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2409634.000000 Penalty: 5057.367676
	Iteration 2Q: 3 clusters Score -2409634 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2410066.000000 Penalty: 5057.367676
	Iteration 3Q: 3 clusters Score -2410066 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2410493.500000 Penalty: 5057.367676
	Iteration 4Q: 3 clusters Score -2410494 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2411037.000000 Penalty: 5057.367676
	Iteration 5Q: 3 clusters Score -2411037 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2411834.000000 Penalty: 5057.367676
	Iteration 6F: 3 clusters Score -2411834 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2412914.750000 Penalty: 5057.367676
	Iteration 7F: 3 clusters Score -2412915 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2414252.250000 Penalty: 5057.367676
	Iteration 8F: 3 clusters Score -2414252 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2415670.500000 Penalty: 5057.367676
	Iteration 9F: 3 clusters Score -2415670 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2417004.250000 Penalty: 5057.367676
	Iteration 10F: 3 clusters Score -2417004 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2417980.750000 Penalty: 5057.367676
	Iteration 11Q: 3 clusters Score -2417981 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2418505.500000 Penalty: 5057.367676
	Iteration 12Q: 3 clusters Score -2418506 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2418749.500000 Penalty: 5057.367676
	Iteration 13Q: 3 clusters Score -2418750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -2418871.250000 Penalty: 5057.367676
	Iteration 14Q: 3 clusters Score -2418871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2418930.500000 Penalty: 5057.367676
	Iteration 15Q: 3 clusters Score -2418930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2418965.000000 Penalty: 5057.367676
	Iteration 16Q: 3 clusters Score -2418965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2418993.000000 Penalty: 5057.367676
	Iteration 17Q: 3 clusters Score -2418993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2419018.500000 Penalty: 5057.367676
	Iteration 18Q: 3 clusters Score -2419018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -2419037.250000 Penalty: 5057.367676
	Iteration 19Q: 3 clusters Score -2419037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2419048.250000 Penalty: 5057.367676
	Iteration 20F: 3 clusters Score -2419048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2419056.250000 Penalty: 5057.367676
	Iteration 21Q: 3 clusters Score -2419056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2419056.750000 Penalty: 5057.367676
	Iteration 22Q: 3 clusters Score -2419057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2419057.750000 Penalty: 5057.367676
	Iteration 23Q: 3 clusters Score -2419058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -2419060.500000 Penalty: 5057.367676
	Iteration 24Q: 3 clusters Score -2419060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2419065.250000 Penalty: 5057.367676
	Iteration 25Q: 3 clusters Score -2419065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2419065.250000 Penalty: 5057.367676
	Iteration 26F: 3 clusters Score -2419065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Entering Unmasked Estep 
Score: -2186153.000000 Penalty: 2516.781982
	Iteration 0F: 2 clusters Score -2186153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2168526.500000 Penalty: 5033.563965
	Iteration 0F: 3 clusters Score -2168526 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2174664.250000 Penalty: 5033.563965
	Iteration 1F: 3 clusters Score -2174664 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2175124.750000 Penalty: 5033.563965
	Iteration 2F: 3 clusters Score -2175125 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2175529.750000 Penalty: 5033.563965
	Iteration 3Q: 3 clusters Score -2175530 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2175914.250000 Penalty: 5033.563965
	Iteration 4Q: 3 clusters Score -2175914 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2176238.500000 Penalty: 5033.563965
	Iteration 5Q: 3 clusters Score -2176238 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2176582.250000 Penalty: 5033.563965
	Iteration 6Q: 3 clusters Score -2176582 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2176885.000000 Penalty: 5033.563965
	Iteration 7Q: 3 clusters Score -2176885 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2177187.750000 Penalty: 5033.563965
	Iteration 8Q: 3 clusters Score -2177188 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2177498.500000 Penalty: 5033.563965
	Iteration 9Q: 3 clusters Score -2177498 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2177853.000000 Penalty: 5033.563965
	Iteration 10Q: 3 clusters Score -2177853 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2178321.000000 Penalty: 5033.563965
	Iteration 11Q: 3 clusters Score -2178321 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2178956.250000 Penalty: 5033.563965
	Iteration 12Q: 3 clusters Score -2178956 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2179640.250000 Penalty: 5033.563965
	Iteration 13Q: 3 clusters Score -2179640 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2180266.250000 Penalty: 5033.563965
	Iteration 14Q: 3 clusters Score -2180266 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2180723.250000 Penalty: 5033.563965
	Iteration 15Q: 3 clusters Score -2180723 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2181061.000000 Penalty: 5033.563965
	Iteration 16Q: 3 clusters Score -2181061 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2181311.500000 Penalty: 5033.563965
	Iteration 17Q: 3 clusters Score -2181312 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2181491.250000 Penalty: 5033.563965
	Iteration 18Q: 3 clusters Score -2181491 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2181656.000000 Penalty: 5033.563965
	Iteration 19Q: 3 clusters Score -2181656 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2181802.500000 Penalty: 5033.563965
	Iteration 20F: 3 clusters Score -2181802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2181916.750000 Penalty: 5033.563965
	Iteration 21Q: 3 clusters Score -2181917 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2182026.000000 Penalty: 5033.563965
	Iteration 22Q: 3 clusters Score -2182026 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2182130.750000 Penalty: 5033.563965
	Iteration 23Q: 3 clusters Score -2182131 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2182218.500000 Penalty: 5033.563965
	Iteration 24Q: 3 clusters Score -2182218 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2182329.000000 Penalty: 5033.563965
	Iteration 25Q: 3 clusters Score -2182329 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2182425.250000 Penalty: 5033.563965
	Iteration 26Q: 3 clusters Score -2182425 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2182523.500000 Penalty: 5033.563965
	Iteration 27Q: 3 clusters Score -2182524 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2182627.750000 Penalty: 5033.563965
	Iteration 28Q: 3 clusters Score -2182628 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2182724.000000 Penalty: 5033.563965
	Iteration 29Q: 3 clusters Score -2182724 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2182791.500000 Penalty: 5033.563965
	Iteration 30Q: 3 clusters Score -2182792 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2182849.250000 Penalty: 5033.563965
	Iteration 31Q: 3 clusters Score -2182849 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2182915.750000 Penalty: 5033.563965
	Iteration 32Q: 3 clusters Score -2182916 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2182970.250000 Penalty: 5033.563965
	Iteration 33Q: 3 clusters Score -2182970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2183024.500000 Penalty: 5033.563965
	Iteration 34Q: 3 clusters Score -2183024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2183080.500000 Penalty: 5033.563965
	Iteration 35Q: 3 clusters Score -2183080 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2183136.750000 Penalty: 5033.563965
	Iteration 36Q: 3 clusters Score -2183137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2183193.250000 Penalty: 5033.563965
	Iteration 37Q: 3 clusters Score -2183193 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2183261.750000 Penalty: 5033.563965
	Iteration 38Q: 3 clusters Score -2183262 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2183343.000000 Penalty: 5033.563965
	Iteration 39Q: 3 clusters Score -2183343 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2183387.250000 Penalty: 5033.563965
	Iteration 40F: 3 clusters Score -2183387 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2183435.750000 Penalty: 5033.563965
	Iteration 41Q: 3 clusters Score -2183436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2183488.000000 Penalty: 5033.563965
	Iteration 42Q: 3 clusters Score -2183488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2183535.750000 Penalty: 5033.563965
	Iteration 43Q: 3 clusters Score -2183536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2183579.500000 Penalty: 5033.563965
	Iteration 44Q: 3 clusters Score -2183580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2183603.250000 Penalty: 5033.563965
	Iteration 45Q: 3 clusters Score -2183603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2183622.750000 Penalty: 5033.563965
	Iteration 46Q: 3 clusters Score -2183623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2183641.250000 Penalty: 5033.563965
	Iteration 47Q: 3 clusters Score -2183641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2183665.750000 Penalty: 5033.563965
	Iteration 48Q: 3 clusters Score -2183666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2183683.250000 Penalty: 5033.563965
	Iteration 49Q: 3 clusters Score -2183683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2183705.500000 Penalty: 5033.563965
	Iteration 50Q: 3 clusters Score -2183706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2183724.250000 Penalty: 5033.563965
	Iteration 51Q: 3 clusters Score -2183724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2183749.500000 Penalty: 5033.563965
	Iteration 52Q: 3 clusters Score -2183750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2183777.000000 Penalty: 5033.563965
	Iteration 53Q: 3 clusters Score -2183777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2183794.500000 Penalty: 5033.563965
	Iteration 54Q: 3 clusters Score -2183794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2183811.500000 Penalty: 5033.563965
	Iteration 55Q: 3 clusters Score -2183812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2183829.500000 Penalty: 5033.563965
	Iteration 56Q: 3 clusters Score -2183830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2183844.750000 Penalty: 5033.563965
	Iteration 57Q: 3 clusters Score -2183845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2183855.250000 Penalty: 5033.563965
	Iteration 58Q: 3 clusters Score -2183855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2183869.000000 Penalty: 5033.563965
	Iteration 59Q: 3 clusters Score -2183869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2183882.250000 Penalty: 5033.563965
	Iteration 60F: 3 clusters Score -2183882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2183899.500000 Penalty: 5033.563965
	Iteration 61Q: 3 clusters Score -2183900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2183908.000000 Penalty: 5033.563965
	Iteration 62Q: 3 clusters Score -2183908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2183913.250000 Penalty: 5033.563965
	Iteration 63Q: 3 clusters Score -2183913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2183917.250000 Penalty: 5033.563965
	Iteration 64Q: 3 clusters Score -2183917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2183923.500000 Penalty: 5033.563965
	Iteration 65Q: 3 clusters Score -2183924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2183929.000000 Penalty: 5033.563965
	Iteration 66Q: 3 clusters Score -2183929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2183938.250000 Penalty: 5033.563965
	Iteration 67Q: 3 clusters Score -2183938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2183943.500000 Penalty: 5033.563965
	Iteration 68Q: 3 clusters Score -2183944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2183948.750000 Penalty: 5033.563965
	Iteration 69Q: 3 clusters Score -2183949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2183956.500000 Penalty: 5033.563965
	Iteration 70Q: 3 clusters Score -2183956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2183965.750000 Penalty: 5033.563965
	Iteration 71Q: 3 clusters Score -2183966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2183971.000000 Penalty: 5033.563965
	Iteration 72Q: 3 clusters Score -2183971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2183975.500000 Penalty: 5033.563965
	Iteration 73Q: 3 clusters Score -2183976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2183982.500000 Penalty: 5033.563965
	Iteration 74Q: 3 clusters Score -2183982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2183985.500000 Penalty: 5033.563965
	Iteration 75Q: 3 clusters Score -2183986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2183986.000000 Penalty: 5033.563965
	Iteration 76Q: 3 clusters Score -2183986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2183990.500000 Penalty: 5033.563965
	Iteration 77Q: 3 clusters Score -2183990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2183994.250000 Penalty: 5033.563965
	Iteration 78Q: 3 clusters Score -2183994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2184000.750000 Penalty: 5033.563965
	Iteration 79Q: 3 clusters Score -2184001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2184004.750000 Penalty: 5033.563965
	Iteration 80F: 3 clusters Score -2184005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2184004.750000 Penalty: 5033.563965
	Iteration 81Q: 3 clusters Score -2184005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2184005.000000 Penalty: 5033.563965
	Iteration 82Q: 3 clusters Score -2184005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2184008.250000 Penalty: 5033.563965
	Iteration 83Q: 3 clusters Score -2184008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2184007.500000 Penalty: 5033.563965
	Iteration 84Q: 3 clusters Score -2184008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2184007.500000 Penalty: 5033.563965
	Iteration 85F: 3 clusters Score -2184008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Entering Unmasked Estep 
Score: -1503309.250000 Penalty: 2419.136230
	Iteration 0F: 2 clusters Score -1503309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1491107.875000 Penalty: 4838.272461
	Iteration 0F: 3 clusters Score -1491108 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1495107.375000 Penalty: 4838.272461
	Iteration 1F: 3 clusters Score -1495107 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1495503.750000 Penalty: 4838.272461
	Iteration 2F: 3 clusters Score -1495504 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1495837.625000 Penalty: 4838.272461
	Iteration 3Q: 3 clusters Score -1495838 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1496195.625000 Penalty: 4838.272461
	Iteration 4Q: 3 clusters Score -1496196 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1496632.000000 Penalty: 4838.272461
	Iteration 5Q: 3 clusters Score -1496632 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1497156.250000 Penalty: 4838.272461
	Iteration 6F: 3 clusters Score -1497156 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1497842.375000 Penalty: 4838.272461
	Iteration 7F: 3 clusters Score -1497842 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1498658.125000 Penalty: 4838.272461
	Iteration 8F: 3 clusters Score -1498658 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1499524.875000 Penalty: 4838.272461
	Iteration 9F: 3 clusters Score -1499525 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1500151.375000 Penalty: 4838.272461
	Iteration 10Q: 3 clusters Score -1500151 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1500552.000000 Penalty: 4838.272461
	Iteration 11Q: 3 clusters Score -1500552 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1500781.125000 Penalty: 4838.272461
	Iteration 12Q: 3 clusters Score -1500781 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1500938.125000 Penalty: 4838.272461
	Iteration 13Q: 3 clusters Score -1500938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1501044.375000 Penalty: 4838.272461
	Iteration 14Q: 3 clusters Score -1501044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1501111.750000 Penalty: 4838.272461
	Iteration 15Q: 3 clusters Score -1501112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1501155.375000 Penalty: 4838.272461
	Iteration 16Q: 3 clusters Score -1501155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1501183.000000 Penalty: 4838.272461
	Iteration 17Q: 3 clusters Score -1501183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1501198.875000 Penalty: 4838.272461
	Iteration 18Q: 3 clusters Score -1501199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1501207.750000 Penalty: 4838.272461
	Iteration 19Q: 3 clusters Score -1501208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1501214.875000 Penalty: 4838.272461
	Iteration 20F: 3 clusters Score -1501215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1501218.625000 Penalty: 4838.272461
	Iteration 21Q: 3 clusters Score -1501219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1501219.375000 Penalty: 4838.272461
	Iteration 22Q: 3 clusters Score -1501219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1501219.375000 Penalty: 4838.272461
	Iteration 23F: 3 clusters Score -1501219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Entering Unmasked Estep 
Score: -6053185.500000 Penalty: 2757.076172
	Iteration 0F: 2 clusters Score -6053186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -6008387.000000 Penalty: 5514.152344
	Iteration 0F: 3 clusters Score -6008387 nChanged 31323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -6025882.000000 Penalty: 5514.152344
	Iteration 1F: 3 clusters Score -6025882 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -6026755.000000 Penalty: 5514.152344
	Iteration 2Q: 3 clusters Score -6026755 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6027778.500000 Penalty: 5514.152344
	Iteration 3Q: 3 clusters Score -6027778 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6028969.000000 Penalty: 5514.152344
	Iteration 4Q: 3 clusters Score -6028969 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -6030641.000000 Penalty: 5514.152344
	Iteration 5Q: 3 clusters Score -6030641 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6032696.500000 Penalty: 5514.152344
	Iteration 6F: 3 clusters Score -6032696 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -6035068.500000 Penalty: 5514.152344
	Iteration 7F: 3 clusters Score -6035068 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6037730.000000 Penalty: 5514.152344
	Iteration 8F: 3 clusters Score -6037730 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6040133.500000 Penalty: 5514.152344
	Iteration 9F: 3 clusters Score -6040134 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -6041892.500000 Penalty: 5514.152344
	Iteration 10Q: 3 clusters Score -6041892 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -6042964.500000 Penalty: 5514.152344
	Iteration 11Q: 3 clusters Score -6042964 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6043629.000000 Penalty: 5514.152344
	Iteration 12Q: 3 clusters Score -6043629 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -6044236.000000 Penalty: 5514.152344
	Iteration 13Q: 3 clusters Score -6044236 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -6044682.500000 Penalty: 5514.152344
	Iteration 14Q: 3 clusters Score -6044682 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -6045185.000000 Penalty: 5514.152344
	Iteration 15Q: 3 clusters Score -6045185 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -6045669.500000 Penalty: 5514.152344
	Iteration 16Q: 3 clusters Score -6045670 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -6046189.000000 Penalty: 5514.152344
	Iteration 17Q: 3 clusters Score -6046189 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6046752.500000 Penalty: 5514.152344
	Iteration 18Q: 3 clusters Score -6046752 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -6047318.500000 Penalty: 5514.152344
	Iteration 19Q: 3 clusters Score -6047318 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -6047858.500000 Penalty: 5514.152344
	Iteration 20F: 3 clusters Score -6047858 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -6048307.000000 Penalty: 5514.152344
	Iteration 21Q: 3 clusters Score -6048307 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -6048774.000000 Penalty: 5514.152344
	Iteration 22Q: 3 clusters Score -6048774 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -6049178.000000 Penalty: 5514.152344
	Iteration 23Q: 3 clusters Score -6049178 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -6049605.500000 Penalty: 5514.152344
	Iteration 24Q: 3 clusters Score -6049606 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -6049907.500000 Penalty: 5514.152344
	Iteration 25Q: 3 clusters Score -6049908 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -6050215.000000 Penalty: 5514.152344
	Iteration 26Q: 3 clusters Score -6050215 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -6050496.500000 Penalty: 5514.152344
	Iteration 27Q: 3 clusters Score -6050496 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -6050728.500000 Penalty: 5514.152344
	Iteration 28Q: 3 clusters Score -6050728 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -6050934.000000 Penalty: 5514.152344
	Iteration 29Q: 3 clusters Score -6050934 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -6051119.000000 Penalty: 5514.152344
	Iteration 30Q: 3 clusters Score -6051119 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -6051278.000000 Penalty: 5514.152344
	Iteration 31Q: 3 clusters Score -6051278 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -6051410.000000 Penalty: 5514.152344
	Iteration 32Q: 3 clusters Score -6051410 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -6051578.000000 Penalty: 5514.152344
	Iteration 33Q: 3 clusters Score -6051578 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -6051695.500000 Penalty: 5514.152344
	Iteration 34Q: 3 clusters Score -6051696 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -6051826.500000 Penalty: 5514.152344
	Iteration 35Q: 3 clusters Score -6051826 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -6051917.500000 Penalty: 5514.152344
	Iteration 36Q: 3 clusters Score -6051918 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -6051994.500000 Penalty: 5514.152344
	Iteration 37Q: 3 clusters Score -6051994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -6052047.000000 Penalty: 5514.152344
	Iteration 38Q: 3 clusters Score -6052047 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -6052087.000000 Penalty: 5514.152344
	Iteration 39Q: 3 clusters Score -6052087 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -6052100.500000 Penalty: 5514.152344
	Iteration 40F: 3 clusters Score -6052100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -6052149.000000 Penalty: 5514.152344
	Iteration 41Q: 3 clusters Score -6052149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -6052148.000000 Penalty: 5514.152344
	Iteration 42Q: 3 clusters Score -6052148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -6052159.500000 Penalty: 5514.152344
	Iteration 43Q: 3 clusters Score -6052160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -6052158.000000 Penalty: 5514.152344
	Iteration 44Q: 3 clusters Score -6052158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -6052178.000000 Penalty: 5514.152344
	Iteration 45Q: 3 clusters Score -6052178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -6052186.000000 Penalty: 5514.152344
	Iteration 46Q: 3 clusters Score -6052186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -6052192.000000 Penalty: 5514.152344
	Iteration 47Q: 3 clusters Score -6052192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -6052197.000000 Penalty: 5514.152344
	Iteration 48Q: 3 clusters Score -6052197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -6052208.000000 Penalty: 5514.152344
	Iteration 49Q: 3 clusters Score -6052208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -6052208.500000 Penalty: 5514.152344
	Iteration 50Q: 3 clusters Score -6052208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -6052207.500000 Penalty: 5514.152344
	Iteration 51Q: 3 clusters Score -6052208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -6052207.000000 Penalty: 5514.152344
	Iteration 52Q: 3 clusters Score -6052207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -6052209.500000 Penalty: 5514.152344
	Iteration 53Q: 3 clusters Score -6052210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -6052210.500000 Penalty: 5514.152344
	Iteration 54Q: 3 clusters Score -6052210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -6052213.500000 Penalty: 5514.152344
	Iteration 55Q: 3 clusters Score -6052214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -6052212.500000 Penalty: 5514.152344
	Iteration 56Q: 3 clusters Score -6052212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -6052212.500000 Penalty: 5514.152344
	Iteration 57F: 3 clusters Score -6052212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -221376.156250 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -221376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -218373.515625 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -218373.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -218967.468750 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -218967.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -219094.171875 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -219094.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -219174.859375 Penalty: 3932.846680
	Iteration 3Q: 3 clusters Score -219174.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -219227.937500 Penalty: 3932.846680
	Iteration 4Q: 3 clusters Score -219227.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -219268.625000 Penalty: 3932.846680
	Iteration 5Q: 3 clusters Score -219268.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -219302.171875 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -219302.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -219324.156250 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -219324.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -219345.562500 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -219345.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219366.921875 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -219366.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -219380.000000 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -219380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -219392.984375 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -219393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -219402.750000 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -219402.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219411.828125 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -219411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -219418.250000 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -219418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -219421.328125 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -219421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -219423.703125 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -219423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -219424.687500 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -219424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -219426.843750 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -219426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219428.859375 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -219428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219430.125000 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -219430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219430.421875 Penalty: 3932.846680
	Iteration 21Q: 3 clusters Score -219430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -219432.078125 Penalty: 3932.846680
	Iteration 22Q: 3 clusters Score -219432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -219432.937500 Penalty: 3932.846680
	Iteration 23Q: 3 clusters Score -219432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -219435.640625 Penalty: 3932.846680
	Iteration 24Q: 3 clusters Score -219435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -219437.671875 Penalty: 3932.846680
	Iteration 25Q: 3 clusters Score -219437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -219440.062500 Penalty: 3932.846680
	Iteration 26Q: 3 clusters Score -219440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -219441.015625 Penalty: 3932.846680
	Iteration 27Q: 3 clusters Score -219441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -219441.406250 Penalty: 3932.846680
	Iteration 28Q: 3 clusters Score -219441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -219442.125000 Penalty: 3932.846680
	Iteration 29Q: 3 clusters Score -219442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -219443.296875 Penalty: 3932.846680
	Iteration 30Q: 3 clusters Score -219443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -219444.375000 Penalty: 3932.846680
	Iteration 31Q: 3 clusters Score -219444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -219447.953125 Penalty: 3932.846680
	Iteration 32Q: 3 clusters Score -219448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -219452.234375 Penalty: 3932.846680
	Iteration 33Q: 3 clusters Score -219452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -219456.343750 Penalty: 3932.846680
	Iteration 34Q: 3 clusters Score -219456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -219464.531250 Penalty: 3932.846680
	Iteration 35Q: 3 clusters Score -219464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -219471.500000 Penalty: 3932.846680
	Iteration 36Q: 3 clusters Score -219471.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -219478.000000 Penalty: 3932.846680
	Iteration 37Q: 3 clusters Score -219478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -219483.390625 Penalty: 3932.846680
	Iteration 38Q: 3 clusters Score -219483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -219488.718750 Penalty: 3932.846680
	Iteration 39Q: 3 clusters Score -219488.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -219493.578125 Penalty: 3932.846680
	Iteration 40F: 3 clusters Score -219493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -219495.921875 Penalty: 3932.846680
	Iteration 41Q: 3 clusters Score -219495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219499.062500 Penalty: 3932.846680
	Iteration 42Q: 3 clusters Score -219499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219502.984375 Penalty: 3932.846680
	Iteration 43Q: 3 clusters Score -219503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -219504.984375 Penalty: 3932.846680
	Iteration 44Q: 3 clusters Score -219505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -219506.468750 Penalty: 3932.846680
	Iteration 45Q: 3 clusters Score -219506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -219508.078125 Penalty: 3932.846680
	Iteration 46Q: 3 clusters Score -219508.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -219511.312500 Penalty: 3932.846680
	Iteration 47Q: 3 clusters Score -219511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -219511.703125 Penalty: 3932.846680
	Iteration 48Q: 3 clusters Score -219511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -219511.703125 Penalty: 3932.846680
	Iteration 49F: 3 clusters Score -219511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -22468.085938 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -22468.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21229.947266 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -21229.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21300.152344 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -21300.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21343.152344 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -21343.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21366.732422 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -21366.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21389.068359 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -21389.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21395.330078 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -21395.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21396.939453 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -21396.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21396.939453 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -21396.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -1464910.500000 Penalty: 2405.195312
	Iteration 0F: 2 clusters Score -1464910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1453187.375000 Penalty: 4810.390625
	Iteration 0F: 3 clusters Score -1453187 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1457062.000000 Penalty: 4810.390625
	Iteration 1F: 3 clusters Score -1457062 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1457465.500000 Penalty: 4810.390625
	Iteration 2F: 3 clusters Score -1457466 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1457824.875000 Penalty: 4810.390625
	Iteration 3F: 3 clusters Score -1457825 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1458109.750000 Penalty: 4810.390625
	Iteration 4Q: 3 clusters Score -1458110 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1458367.875000 Penalty: 4810.390625
	Iteration 5Q: 3 clusters Score -1458368 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1458635.750000 Penalty: 4810.390625
	Iteration 6Q: 3 clusters Score -1458636 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1458928.625000 Penalty: 4810.390625
	Iteration 7Q: 3 clusters Score -1458929 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1459319.500000 Penalty: 4810.390625
	Iteration 8Q: 3 clusters Score -1459320 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1459811.750000 Penalty: 4810.390625
	Iteration 9Q: 3 clusters Score -1459812 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1460389.125000 Penalty: 4810.390625
	Iteration 10F: 3 clusters Score -1460389 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1460963.875000 Penalty: 4810.390625
	Iteration 11Q: 3 clusters Score -1460964 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1461513.375000 Penalty: 4810.390625
	Iteration 12Q: 3 clusters Score -1461513 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1461954.875000 Penalty: 4810.390625
	Iteration 13Q: 3 clusters Score -1461955 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1462225.125000 Penalty: 4810.390625
	Iteration 14Q: 3 clusters Score -1462225 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1462400.625000 Penalty: 4810.390625
	Iteration 15Q: 3 clusters Score -1462401 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1462496.625000 Penalty: 4810.390625
	Iteration 16Q: 3 clusters Score -1462497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1462564.125000 Penalty: 4810.390625
	Iteration 17Q: 3 clusters Score -1462564 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1462601.125000 Penalty: 4810.390625
	Iteration 18Q: 3 clusters Score -1462601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1462637.625000 Penalty: 4810.390625
	Iteration 19Q: 3 clusters Score -1462638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1462682.625000 Penalty: 4810.390625
	Iteration 20F: 3 clusters Score -1462683 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1462713.500000 Penalty: 4810.390625
	Iteration 21Q: 3 clusters Score -1462714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1462731.625000 Penalty: 4810.390625
	Iteration 22Q: 3 clusters Score -1462732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1462742.750000 Penalty: 4810.390625
	Iteration 23Q: 3 clusters Score -1462743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1462757.625000 Penalty: 4810.390625
	Iteration 24Q: 3 clusters Score -1462758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1462764.875000 Penalty: 4810.390625
	Iteration 25Q: 3 clusters Score -1462765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1462778.750000 Penalty: 4810.390625
	Iteration 26Q: 3 clusters Score -1462779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1462790.375000 Penalty: 4810.390625
	Iteration 27Q: 3 clusters Score -1462790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1462796.250000 Penalty: 4810.390625
	Iteration 28Q: 3 clusters Score -1462796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1462806.250000 Penalty: 4810.390625
	Iteration 29Q: 3 clusters Score -1462806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1462814.000000 Penalty: 4810.390625
	Iteration 30Q: 3 clusters Score -1462814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1462823.125000 Penalty: 4810.390625
	Iteration 31Q: 3 clusters Score -1462823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1462834.500000 Penalty: 4810.390625
	Iteration 32Q: 3 clusters Score -1462834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1462839.750000 Penalty: 4810.390625
	Iteration 33Q: 3 clusters Score -1462840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1462845.875000 Penalty: 4810.390625
	Iteration 34Q: 3 clusters Score -1462846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1462850.000000 Penalty: 4810.390625
	Iteration 35Q: 3 clusters Score -1462850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1462853.000000 Penalty: 4810.390625
	Iteration 36Q: 3 clusters Score -1462853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1462862.625000 Penalty: 4810.390625
	Iteration 37Q: 3 clusters Score -1462863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1462870.125000 Penalty: 4810.390625
	Iteration 38Q: 3 clusters Score -1462870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1462877.625000 Penalty: 4810.390625
	Iteration 39Q: 3 clusters Score -1462878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1462882.625000 Penalty: 4810.390625
	Iteration 40F: 3 clusters Score -1462883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1462886.000000 Penalty: 4810.390625
	Iteration 41Q: 3 clusters Score -1462886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1462887.250000 Penalty: 4810.390625
	Iteration 42Q: 3 clusters Score -1462887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1462890.000000 Penalty: 4810.390625
	Iteration 43Q: 3 clusters Score -1462890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1462893.375000 Penalty: 4810.390625
	Iteration 44Q: 3 clusters Score -1462893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1462891.125000 Penalty: 4810.390625
	Iteration 45Q: 3 clusters Score -1462891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1462891.125000 Penalty: 4810.390625
	Iteration 46F: 3 clusters Score -1462891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -196496.218750 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -196496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -193619.078125 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -193619.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -194185.000000 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -194185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -194301.796875 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -194301.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -194357.968750 Penalty: 3857.785156
	Iteration 3Q: 3 clusters Score -194358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194391.437500 Penalty: 3857.785156
	Iteration 4Q: 3 clusters Score -194391.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -194417.609375 Penalty: 3857.785156
	Iteration 5Q: 3 clusters Score -194417.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -194447.000000 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -194447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194479.750000 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -194479.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194511.562500 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -194511.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -194535.921875 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -194535.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -194557.390625 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -194557.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194570.781250 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -194570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -194578.078125 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -194578.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194586.046875 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -194586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -194597.375000 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -194597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -194605.968750 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -194606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -194611.781250 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -194611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -194618.093750 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -194618.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -194624.484375 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -194624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -194629.281250 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -194629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -194632.156250 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -194632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -194638.140625 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -194638.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -194645.000000 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -194645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194652.093750 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -194652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -194658.437500 Penalty: 3857.785156
	Iteration 24Q: 3 clusters Score -194658.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -194661.937500 Penalty: 3857.785156
	Iteration 25Q: 3 clusters Score -194661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194663.593750 Penalty: 3857.785156
	Iteration 26Q: 3 clusters Score -194663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -194666.437500 Penalty: 3857.785156
	Iteration 27Q: 3 clusters Score -194666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -194671.546875 Penalty: 3857.785156
	Iteration 28Q: 3 clusters Score -194671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -194676.453125 Penalty: 3857.785156
	Iteration 29Q: 3 clusters Score -194676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194681.093750 Penalty: 3857.785156
	Iteration 30Q: 3 clusters Score -194681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -194687.984375 Penalty: 3857.785156
	Iteration 31Q: 3 clusters Score -194688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -194695.546875 Penalty: 3857.785156
	Iteration 32Q: 3 clusters Score -194695.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -194710.953125 Penalty: 3857.785156
	Iteration 33Q: 3 clusters Score -194711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -194740.437500 Penalty: 3857.785156
	Iteration 34Q: 3 clusters Score -194740.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -194769.718750 Penalty: 3857.785156
	Iteration 35Q: 3 clusters Score -194769.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -194794.640625 Penalty: 3857.785156
	Iteration 36Q: 3 clusters Score -194794.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -194823.421875 Penalty: 3857.785156
	Iteration 37Q: 3 clusters Score -194823.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194852.484375 Penalty: 3857.785156
	Iteration 38Q: 3 clusters Score -194852.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -194886.406250 Penalty: 3857.785156
	Iteration 39Q: 3 clusters Score -194886.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194924.140625 Penalty: 3857.785156
	Iteration 40F: 3 clusters Score -194924.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -194966.437500 Penalty: 3857.785156
	Iteration 41Q: 3 clusters Score -194966.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -195015.578125 Penalty: 3857.785156
	Iteration 42Q: 3 clusters Score -195015.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -195040.687500 Penalty: 3857.785156
	Iteration 43Q: 3 clusters Score -195040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195063.718750 Penalty: 3857.785156
	Iteration 44Q: 3 clusters Score -195063.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195090.062500 Penalty: 3857.785156
	Iteration 45Q: 3 clusters Score -195090.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -195107.500000 Penalty: 3857.785156
	Iteration 46Q: 3 clusters Score -195107.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -195114.640625 Penalty: 3857.785156
	Iteration 47Q: 3 clusters Score -195114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -195119.421875 Penalty: 3857.785156
	Iteration 48Q: 3 clusters Score -195119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195125.218750 Penalty: 3857.785156
	Iteration 49Q: 3 clusters Score -195125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -195130.718750 Penalty: 3857.785156
	Iteration 50Q: 3 clusters Score -195130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -195132.515625 Penalty: 3857.785156
	Iteration 51Q: 3 clusters Score -195132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195135.718750 Penalty: 3857.785156
	Iteration 52Q: 3 clusters Score -195135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195136.203125 Penalty: 3857.785156
	Iteration 53Q: 3 clusters Score -195136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -195136.968750 Penalty: 3857.785156
	Iteration 54Q: 3 clusters Score -195137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -195136.968750 Penalty: 3857.785156
	Iteration 55F: 3 clusters Score -195137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Entering Unmasked Estep 
Score: -1621265.500000 Penalty: 2438.040771
	Iteration 0F: 2 clusters Score -1621266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1608060.250000 Penalty: 4876.081543
	Iteration 0F: 3 clusters Score -1608060 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1612556.625000 Penalty: 4876.081543
	Iteration 1F: 3 clusters Score -1612557 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1612949.250000 Penalty: 4876.081543
	Iteration 2F: 3 clusters Score -1612949 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1613297.750000 Penalty: 4876.081543
	Iteration 3Q: 3 clusters Score -1613298 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1613660.250000 Penalty: 4876.081543
	Iteration 4Q: 3 clusters Score -1613660 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1614035.375000 Penalty: 4876.081543
	Iteration 5Q: 3 clusters Score -1614035 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1614480.500000 Penalty: 4876.081543
	Iteration 6Q: 3 clusters Score -1614480 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1615053.625000 Penalty: 4876.081543
	Iteration 7F: 3 clusters Score -1615054 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1615764.125000 Penalty: 4876.081543
	Iteration 8F: 3 clusters Score -1615764 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1616482.500000 Penalty: 4876.081543
	Iteration 9F: 3 clusters Score -1616482 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1617161.250000 Penalty: 4876.081543
	Iteration 10Q: 3 clusters Score -1617161 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1617769.250000 Penalty: 4876.081543
	Iteration 11Q: 3 clusters Score -1617769 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1618251.500000 Penalty: 4876.081543
	Iteration 12Q: 3 clusters Score -1618252 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1618601.000000 Penalty: 4876.081543
	Iteration 13Q: 3 clusters Score -1618601 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1618808.500000 Penalty: 4876.081543
	Iteration 14Q: 3 clusters Score -1618808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1618932.875000 Penalty: 4876.081543
	Iteration 15Q: 3 clusters Score -1618933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1619042.875000 Penalty: 4876.081543
	Iteration 16Q: 3 clusters Score -1619043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1619134.625000 Penalty: 4876.081543
	Iteration 17Q: 3 clusters Score -1619135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1619187.625000 Penalty: 4876.081543
	Iteration 18Q: 3 clusters Score -1619188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1619232.500000 Penalty: 4876.081543
	Iteration 19Q: 3 clusters Score -1619232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1619253.125000 Penalty: 4876.081543
	Iteration 20F: 3 clusters Score -1619253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1619286.125000 Penalty: 4876.081543
	Iteration 21Q: 3 clusters Score -1619286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1619309.250000 Penalty: 4876.081543
	Iteration 22Q: 3 clusters Score -1619309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1619325.625000 Penalty: 4876.081543
	Iteration 23Q: 3 clusters Score -1619326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1619338.125000 Penalty: 4876.081543
	Iteration 24Q: 3 clusters Score -1619338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1619348.875000 Penalty: 4876.081543
	Iteration 25Q: 3 clusters Score -1619349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1619356.125000 Penalty: 4876.081543
	Iteration 26Q: 3 clusters Score -1619356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1619363.375000 Penalty: 4876.081543
	Iteration 27Q: 3 clusters Score -1619363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1619370.000000 Penalty: 4876.081543
	Iteration 28Q: 3 clusters Score -1619370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1619376.750000 Penalty: 4876.081543
	Iteration 29Q: 3 clusters Score -1619377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1619382.750000 Penalty: 4876.081543
	Iteration 30Q: 3 clusters Score -1619383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1619387.875000 Penalty: 4876.081543
	Iteration 31Q: 3 clusters Score -1619388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1619391.250000 Penalty: 4876.081543
	Iteration 32Q: 3 clusters Score -1619391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1619391.125000 Penalty: 4876.081543
	Iteration 33Q: 3 clusters Score -1619391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1619390.875000 Penalty: 4876.081543
	Iteration 34Q: 3 clusters Score -1619391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1619392.250000 Penalty: 4876.081543
	Iteration 35Q: 3 clusters Score -1619392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1619390.750000 Penalty: 4876.081543
	Iteration 36Q: 3 clusters Score -1619391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1619392.125000 Penalty: 4876.081543
	Iteration 37Q: 3 clusters Score -1619392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1619390.750000 Penalty: 4876.081543
	Iteration 38Q: 3 clusters Score -1619391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1619391.500000 Penalty: 4876.081543
	Iteration 39Q: 3 clusters Score -1619392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1619393.125000 Penalty: 4876.081543
	Iteration 40F: 3 clusters Score -1619393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1619394.625000 Penalty: 4876.081543
	Iteration 41Q: 3 clusters Score -1619395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1619394.625000 Penalty: 4876.081543
	Iteration 42F: 3 clusters Score -1619395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (471000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471000 members 
Entering Unmasked Estep 
Score: -41386460.000000 Penalty: 3239.528076
	Iteration 0F: 2 clusters Score -4.138646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235280 members 
Mstep: Class 2 contains 235720 members 
Entering Unmasked Estep 
Score: -41080780.000000 Penalty: 6479.056152
	Iteration 0F: 3 clusters Score -4.108078e+07 nChanged 230030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232554 members 
Mstep: Class 2 contains 238446 members 
Entering Unmasked Estep 
Score: -41220368.000000 Penalty: 6479.056152
	Iteration 1F: 3 clusters Score -4.122037e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231344 members 
Mstep: Class 2 contains 239656 members 
Entering Unmasked Estep 
Score: -41223844.000000 Penalty: 6479.056152
	Iteration 2Q: 3 clusters Score -4.122384e+07 nChanged 15784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229738 members 
Mstep: Class 2 contains 241262 members 
Entering Unmasked Estep 
Score: -41229480.000000 Penalty: 6479.056152
	Iteration 3Q: 3 clusters Score -4.122948e+07 nChanged 19478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227622 members 
Mstep: Class 2 contains 243378 members 
Entering Unmasked Estep 
Score: -41238288.000000 Penalty: 6479.056152
	Iteration 4Q: 3 clusters Score -4.123829e+07 nChanged 23551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225069 members 
Mstep: Class 2 contains 245931 members 
Entering Unmasked Estep 
Score: -41251232.000000 Penalty: 6479.056152
	Iteration 5F: 3 clusters Score -4.125123e+07 nChanged 25670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222445 members 
Mstep: Class 2 contains 248555 members 
Entering Unmasked Estep 
Score: -41264504.000000 Penalty: 6479.056152
	Iteration 6F: 3 clusters Score -4.12645e+07 nChanged 25602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219639 members 
Mstep: Class 2 contains 251361 members 
Entering Unmasked Estep 
Score: -41275868.000000 Penalty: 6479.056152
	Iteration 7F: 3 clusters Score -4.127587e+07 nChanged 23015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216342 members 
Mstep: Class 2 contains 254658 members 
Entering Unmasked Estep 
Score: -41284448.000000 Penalty: 6479.056152
	Iteration 8Q: 3 clusters Score -4.128445e+07 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212503 members 
Mstep: Class 2 contains 258497 members 
Entering Unmasked Estep 
Score: -41290496.000000 Penalty: 6479.056152
	Iteration 9Q: 3 clusters Score -4.12905e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207523 members 
Mstep: Class 2 contains 263477 members 
Entering Unmasked Estep 
Score: -41294700.000000 Penalty: 6479.056152
	Iteration 10Q: 3 clusters Score -4.12947e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201097 members 
Mstep: Class 2 contains 269903 members 
Entering Unmasked Estep 
Score: -41298452.000000 Penalty: 6479.056152
	Iteration 11Q: 3 clusters Score -4.129845e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193021 members 
Mstep: Class 2 contains 277979 members 
Entering Unmasked Estep 
Score: -41302652.000000 Penalty: 6479.056152
	Iteration 12Q: 3 clusters Score -4.130265e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183022 members 
Mstep: Class 2 contains 287978 members 
Entering Unmasked Estep 
Score: -41307800.000000 Penalty: 6479.056152
	Iteration 13Q: 3 clusters Score -4.13078e+07 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 299649 members 
Entering Unmasked Estep 
Score: -41314780.000000 Penalty: 6479.056152
	Iteration 14Q: 3 clusters Score -4.131478e+07 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 312235 members 
Entering Unmasked Estep 
Score: -41323100.000000 Penalty: 6479.056152
	Iteration 15Q: 3 clusters Score -4.13231e+07 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 324526 members 
Entering Unmasked Estep 
Score: -41332184.000000 Penalty: 6479.056152
	Iteration 16Q: 3 clusters Score -4.133218e+07 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135307 members 
Mstep: Class 2 contains 335693 members 
Entering Unmasked Estep 
Score: -41340772.000000 Penalty: 6479.056152
	Iteration 17Q: 3 clusters Score -4.134077e+07 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 345177 members 
Entering Unmasked Estep 
Score: -41347368.000000 Penalty: 6479.056152
	Iteration 18Q: 3 clusters Score -4.134737e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118229 members 
Mstep: Class 2 contains 352771 members 
Entering Unmasked Estep 
Score: -41352068.000000 Penalty: 6479.056152
	Iteration 19Q: 3 clusters Score -4.135207e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 359124 members 
Entering Unmasked Estep 
Score: -41355912.000000 Penalty: 6479.056152
	Iteration 20F: 3 clusters Score -4.135591e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 364526 members 
Entering Unmasked Estep 
Score: -41358536.000000 Penalty: 6479.056152
	Iteration 21Q: 3 clusters Score -4.135854e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 369379 members 
Entering Unmasked Estep 
Score: -41361140.000000 Penalty: 6479.056152
	Iteration 22Q: 3 clusters Score -4.136114e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 373772 members 
Entering Unmasked Estep 
Score: -41363872.000000 Penalty: 6479.056152
	Iteration 23Q: 3 clusters Score -4.136387e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 377768 members 
Entering Unmasked Estep 
Score: -41366624.000000 Penalty: 6479.056152
	Iteration 24Q: 3 clusters Score -4.136662e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 381354 members 
Entering Unmasked Estep 
Score: -41369312.000000 Penalty: 6479.056152
	Iteration 25Q: 3 clusters Score -4.136931e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 384498 members 
Entering Unmasked Estep 
Score: -41371568.000000 Penalty: 6479.056152
	Iteration 26Q: 3 clusters Score -4.137157e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 387273 members 
Entering Unmasked Estep 
Score: -41374252.000000 Penalty: 6479.056152
	Iteration 27Q: 3 clusters Score -4.137425e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 389654 members 
Entering Unmasked Estep 
Score: -41377124.000000 Penalty: 6479.056152
	Iteration 28Q: 3 clusters Score -4.137712e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 391709 members 
Entering Unmasked Estep 
Score: -41379684.000000 Penalty: 6479.056152
	Iteration 29Q: 3 clusters Score -4.137968e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 393396 members 
Entering Unmasked Estep 
Score: -41381692.000000 Penalty: 6479.056152
	Iteration 30Q: 3 clusters Score -4.138169e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 394741 members 
Entering Unmasked Estep 
Score: -41382760.000000 Penalty: 6479.056152
	Iteration 31Q: 3 clusters Score -4.138276e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 395735 members 
Entering Unmasked Estep 
Score: -41383640.000000 Penalty: 6479.056152
	Iteration 32Q: 3 clusters Score -4.138364e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 396457 members 
Entering Unmasked Estep 
Score: -41383940.000000 Penalty: 6479.056152
	Iteration 33Q: 3 clusters Score -4.138394e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 397048 members 
Entering Unmasked Estep 
Score: -41384164.000000 Penalty: 6479.056152
	Iteration 34Q: 3 clusters Score -4.138416e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 397554 members 
Entering Unmasked Estep 
Score: -41384232.000000 Penalty: 6479.056152
	Iteration 35Q: 3 clusters Score -4.138423e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 397941 members 
Entering Unmasked Estep 
Score: -41384368.000000 Penalty: 6479.056152
	Iteration 36Q: 3 clusters Score -4.138437e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 398296 members 
Entering Unmasked Estep 
Score: -41384324.000000 Penalty: 6479.056152
	Iteration 37Q: 3 clusters Score -4.138432e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 398645 members 
Entering Unmasked Estep 
Score: -41384360.000000 Penalty: 6479.056152
	Iteration 38Q: 3 clusters Score -4.138436e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 398967 members 
Entering Unmasked Estep 
Score: -41384328.000000 Penalty: 6479.056152
	Iteration 39Q: 3 clusters Score -4.138433e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 399256 members 
Entering Unmasked Estep 
Score: -41384292.000000 Penalty: 6479.056152
	Iteration 40F: 3 clusters Score -4.138429e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 399540 members 
Entering Unmasked Estep 
Score: -41384420.000000 Penalty: 6479.056152
	Iteration 41Q: 3 clusters Score -4.138442e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 399792 members 
Entering Unmasked Estep 
Score: -41384368.000000 Penalty: 6479.056152
	Iteration 42Q: 3 clusters Score -4.138437e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 400022 members 
Entering Unmasked Estep 
Score: -41384336.000000 Penalty: 6479.056152
	Iteration 43Q: 3 clusters Score -4.138434e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 400251 members 
Entering Unmasked Estep 
Score: -41384276.000000 Penalty: 6479.056152
	Iteration 44Q: 3 clusters Score -4.138428e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 400481 members 
Entering Unmasked Estep 
Score: -41384284.000000 Penalty: 6479.056152
	Iteration 45Q: 3 clusters Score -4.138428e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 400715 members 
Entering Unmasked Estep 
Score: -41384224.000000 Penalty: 6479.056152
	Iteration 46Q: 3 clusters Score -4.138422e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 400935 members 
Entering Unmasked Estep 
Score: -41384208.000000 Penalty: 6479.056152
	Iteration 47Q: 3 clusters Score -4.138421e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 401166 members 
Entering Unmasked Estep 
Score: -41384200.000000 Penalty: 6479.056152
	Iteration 48Q: 3 clusters Score -4.13842e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 401383 members 
Entering Unmasked Estep 
Score: -41384180.000000 Penalty: 6479.056152
	Iteration 49Q: 3 clusters Score -4.138418e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 401618 members 
Entering Unmasked Estep 
Score: -41384120.000000 Penalty: 6479.056152
	Iteration 50Q: 3 clusters Score -4.138412e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 401868 members 
Entering Unmasked Estep 
Score: -41384088.000000 Penalty: 6479.056152
	Iteration 51Q: 3 clusters Score -4.138409e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 402106 members 
Entering Unmasked Estep 
Score: -41384116.000000 Penalty: 6479.056152
	Iteration 52Q: 3 clusters Score -4.138412e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 402343 members 
Entering Unmasked Estep 
Score: -41384132.000000 Penalty: 6479.056152
	Iteration 53Q: 3 clusters Score -4.138413e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 402532 members 
Entering Unmasked Estep 
Score: -41384088.000000 Penalty: 6479.056152
	Iteration 54Q: 3 clusters Score -4.138409e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 402707 members 
Entering Unmasked Estep 
Score: -41384140.000000 Penalty: 6479.056152
	Iteration 55Q: 3 clusters Score -4.138414e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 402862 members 
Entering Unmasked Estep 
Score: -41384144.000000 Penalty: 6479.056152
	Iteration 56Q: 3 clusters Score -4.138414e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 403016 members 
Entering Unmasked Estep 
Score: -41384128.000000 Penalty: 6479.056152
	Iteration 57Q: 3 clusters Score -4.138413e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 403164 members 
Entering Unmasked Estep 
Score: -41384124.000000 Penalty: 6479.056152
	Iteration 58Q: 3 clusters Score -4.138412e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 403293 members 
Entering Unmasked Estep 
Score: -41384088.000000 Penalty: 6479.056152
	Iteration 59Q: 3 clusters Score -4.138409e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 403410 members 
Entering Unmasked Estep 
Score: -41384036.000000 Penalty: 6479.056152
	Iteration 60F: 3 clusters Score -4.138404e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 403511 members 
Entering Unmasked Estep 
Score: -41384072.000000 Penalty: 6479.056152
	Iteration 61Q: 3 clusters Score -4.138407e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 403620 members 
Entering Unmasked Estep 
Score: -41384072.000000 Penalty: 6479.056152
	Iteration 62Q: 3 clusters Score -4.138407e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 403736 members 
Entering Unmasked Estep 
Score: -41384100.000000 Penalty: 6479.056152
	Iteration 63Q: 3 clusters Score -4.13841e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 403859 members 
Entering Unmasked Estep 
Score: -41384128.000000 Penalty: 6479.056152
	Iteration 64Q: 3 clusters Score -4.138413e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 403980 members 
Entering Unmasked Estep 
Score: -41384072.000000 Penalty: 6479.056152
	Iteration 65Q: 3 clusters Score -4.138407e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 404103 members 
Entering Unmasked Estep 
Score: -41384044.000000 Penalty: 6479.056152
	Iteration 66Q: 3 clusters Score -4.138404e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 404227 members 
Entering Unmasked Estep 
Score: -41384084.000000 Penalty: 6479.056152
	Iteration 67Q: 3 clusters Score -4.138408e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 404343 members 
Entering Unmasked Estep 
Score: -41384048.000000 Penalty: 6479.056152
	Iteration 68Q: 3 clusters Score -4.138405e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 404452 members 
Entering Unmasked Estep 
Score: -41384060.000000 Penalty: 6479.056152
	Iteration 69Q: 3 clusters Score -4.138406e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 404545 members 
Entering Unmasked Estep 
Score: -41384092.000000 Penalty: 6479.056152
	Iteration 70Q: 3 clusters Score -4.138409e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 404649 members 
Entering Unmasked Estep 
Score: -41384092.000000 Penalty: 6479.056152
	Iteration 71Q: 3 clusters Score -4.138409e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 404744 members 
Entering Unmasked Estep 
Score: -41384064.000000 Penalty: 6479.056152
	Iteration 72Q: 3 clusters Score -4.138406e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 404853 members 
Entering Unmasked Estep 
Score: -41384056.000000 Penalty: 6479.056152
	Iteration 73Q: 3 clusters Score -4.138406e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 404959 members 
Entering Unmasked Estep 
Score: -41384080.000000 Penalty: 6479.056152
	Iteration 74Q: 3 clusters Score -4.138408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 405062 members 
Entering Unmasked Estep 
Score: -41384056.000000 Penalty: 6479.056152
	Iteration 75Q: 3 clusters Score -4.138406e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 405143 members 
Entering Unmasked Estep 
Score: -41384024.000000 Penalty: 6479.056152
	Iteration 76Q: 3 clusters Score -4.138402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 405227 members 
Entering Unmasked Estep 
Score: -41384056.000000 Penalty: 6479.056152
	Iteration 77Q: 3 clusters Score -4.138406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 405320 members 
Entering Unmasked Estep 
Score: -41384052.000000 Penalty: 6479.056152
	Iteration 78Q: 3 clusters Score -4.138405e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 405425 members 
Entering Unmasked Estep 
Score: -41384092.000000 Penalty: 6479.056152
	Iteration 79Q: 3 clusters Score -4.138409e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 405503 members 
Entering Unmasked Estep 
Score: -41384116.000000 Penalty: 6479.056152
	Iteration 80F: 3 clusters Score -4.138412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 405565 members 
Entering Unmasked Estep 
Score: -41384072.000000 Penalty: 6479.056152
	Iteration 81Q: 3 clusters Score -4.138407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 405637 members 
Entering Unmasked Estep 
Score: -41384064.000000 Penalty: 6479.056152
	Iteration 82Q: 3 clusters Score -4.138406e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 405720 members 
Entering Unmasked Estep 
Score: -41384044.000000 Penalty: 6479.056152
	Iteration 83Q: 3 clusters Score -4.138404e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 405785 members 
Entering Unmasked Estep 
Score: -41384012.000000 Penalty: 6479.056152
	Iteration 84Q: 3 clusters Score -4.138401e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 405829 members 
Entering Unmasked Estep 
Score: -41383984.000000 Penalty: 6479.056152
	Iteration 85Q: 3 clusters Score -4.138398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 405883 members 
Entering Unmasked Estep 
Score: -41383976.000000 Penalty: 6479.056152
	Iteration 86Q: 3 clusters Score -4.138398e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 405929 members 
Entering Unmasked Estep 
Score: -41383972.000000 Penalty: 6479.056152
	Iteration 87Q: 3 clusters Score -4.138397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 405972 members 
Entering Unmasked Estep 
Score: -41383976.000000 Penalty: 6479.056152
	Iteration 88Q: 3 clusters Score -4.138398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 405998 members 
Entering Unmasked Estep 
Score: -41384008.000000 Penalty: 6479.056152
	Iteration 89Q: 3 clusters Score -4.138401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 406026 members 
Entering Unmasked Estep 
Score: -41384020.000000 Penalty: 6479.056152
	Iteration 90Q: 3 clusters Score -4.138402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 406060 members 
Entering Unmasked Estep 
Score: -41384040.000000 Penalty: 6479.056152
	Iteration 91Q: 3 clusters Score -4.138404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 406093 members 
Entering Unmasked Estep 
Score: -41384012.000000 Penalty: 6479.056152
	Iteration 92Q: 3 clusters Score -4.138401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 406118 members 
Entering Unmasked Estep 
Score: -41383988.000000 Penalty: 6479.056152
	Iteration 93Q: 3 clusters Score -4.138399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 406147 members 
Entering Unmasked Estep 
Score: -41383988.000000 Penalty: 6479.056152
	Iteration 94Q: 3 clusters Score -4.138399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 406174 members 
Entering Unmasked Estep 
Score: -41384036.000000 Penalty: 6479.056152
	Iteration 95Q: 3 clusters Score -4.138404e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 406215 members 
Entering Unmasked Estep 
Score: -41384068.000000 Penalty: 6479.056152
	Iteration 96Q: 3 clusters Score -4.138407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 406259 members 
Entering Unmasked Estep 
Score: -41384096.000000 Penalty: 6479.056152
	Iteration 97Q: 3 clusters Score -4.13841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 406306 members 
Entering Unmasked Estep 
Score: -41384128.000000 Penalty: 6479.056152
	Iteration 98Q: 3 clusters Score -4.138413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 406342 members 
Entering Unmasked Estep 
Score: -41384104.000000 Penalty: 6479.056152
	Iteration 99Q: 3 clusters Score -4.13841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 406374 members 
Entering Unmasked Estep 
Score: -41384160.000000 Penalty: 6479.056152
	Iteration 100F: 3 clusters Score -4.138416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 406422 members 
Entering Unmasked Estep 
Score: -41384172.000000 Penalty: 6479.056152
	Iteration 101Q: 3 clusters Score -4.138417e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 406470 members 
Entering Unmasked Estep 
Score: -41384176.000000 Penalty: 6479.056152
	Iteration 102Q: 3 clusters Score -4.138418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 406510 members 
Entering Unmasked Estep 
Score: -41384152.000000 Penalty: 6479.056152
	Iteration 103Q: 3 clusters Score -4.138415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 406538 members 
Entering Unmasked Estep 
Score: -41384160.000000 Penalty: 6479.056152
	Iteration 104Q: 3 clusters Score -4.138416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 406561 members 
Entering Unmasked Estep 
Score: -41384160.000000 Penalty: 6479.056152
	Iteration 105Q: 3 clusters Score -4.138416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 406583 members 
Entering Unmasked Estep 
Score: -41384160.000000 Penalty: 6479.056152
	Iteration 106Q: 3 clusters Score -4.138416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 406602 members 
Entering Unmasked Estep 
Score: -41384140.000000 Penalty: 6479.056152
	Iteration 107Q: 3 clusters Score -4.138414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 406619 members 
Entering Unmasked Estep 
Score: -41384144.000000 Penalty: 6479.056152
	Iteration 108Q: 3 clusters Score -4.138414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 406635 members 
Entering Unmasked Estep 
Score: -41384124.000000 Penalty: 6479.056152
	Iteration 109Q: 3 clusters Score -4.138412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 406648 members 
Entering Unmasked Estep 
Score: -41384108.000000 Penalty: 6479.056152
	Iteration 110Q: 3 clusters Score -4.138411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 406658 members 
Entering Unmasked Estep 
Score: -41384148.000000 Penalty: 6479.056152
	Iteration 111Q: 3 clusters Score -4.138415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 406668 members 
Entering Unmasked Estep 
Score: -41384124.000000 Penalty: 6479.056152
	Iteration 112Q: 3 clusters Score -4.138412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 406674 members 
Entering Unmasked Estep 
Score: -41384148.000000 Penalty: 6479.056152
	Iteration 113Q: 3 clusters Score -4.138415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 406681 members 
Entering Unmasked Estep 
Score: -41384116.000000 Penalty: 6479.056152
	Iteration 114Q: 3 clusters Score -4.138412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 406693 members 
Entering Unmasked Estep 
Score: -41384112.000000 Penalty: 6479.056152
	Iteration 115Q: 3 clusters Score -4.138411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 406701 members 
Entering Unmasked Estep 
Score: -41384108.000000 Penalty: 6479.056152
	Iteration 116Q: 3 clusters Score -4.138411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 406707 members 
Entering Unmasked Estep 
Score: -41384108.000000 Penalty: 6479.056152
	Iteration 117Q: 3 clusters Score -4.138411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 406713 members 
Entering Unmasked Estep 
Score: -41384124.000000 Penalty: 6479.056152
	Iteration 118Q: 3 clusters Score -4.138412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 406719 members 
Entering Unmasked Estep 
Score: -41384104.000000 Penalty: 6479.056152
	Iteration 119Q: 3 clusters Score -4.13841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 406726 members 
Entering Unmasked Estep 
Score: -41384112.000000 Penalty: 6479.056152
	Iteration 120F: 3 clusters Score -4.138411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 406732 members 
Entering Unmasked Estep 
Score: -41384128.000000 Penalty: 6479.056152
	Iteration 121Q: 3 clusters Score -4.138413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 406740 members 
Entering Unmasked Estep 
Score: -41384104.000000 Penalty: 6479.056152
	Iteration 122Q: 3 clusters Score -4.13841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 406747 members 
Entering Unmasked Estep 
Score: -41384136.000000 Penalty: 6479.056152
	Iteration 123Q: 3 clusters Score -4.138414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 406750 members 
Entering Unmasked Estep 
Score: -41384132.000000 Penalty: 6479.056152
	Iteration 124Q: 3 clusters Score -4.138413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 406755 members 
Entering Unmasked Estep 
Score: -41384144.000000 Penalty: 6479.056152
	Iteration 125Q: 3 clusters Score -4.138414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 406761 members 
Entering Unmasked Estep 
Score: -41384140.000000 Penalty: 6479.056152
	Iteration 126Q: 3 clusters Score -4.138414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 406766 members 
Entering Unmasked Estep 
Score: -41384144.000000 Penalty: 6479.056152
	Iteration 127Q: 3 clusters Score -4.138414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 406770 members 
Entering Unmasked Estep 
Score: -41384168.000000 Penalty: 6479.056152
	Iteration 128Q: 3 clusters Score -4.138417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 406773 members 
Entering Unmasked Estep 
Score: -41384172.000000 Penalty: 6479.056152
	Iteration 129Q: 3 clusters Score -4.138417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 406775 members 
Entering Unmasked Estep 
Score: -41384164.000000 Penalty: 6479.056152
	Iteration 130Q: 3 clusters Score -4.138416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 406777 members 
Entering Unmasked Estep 
Score: -41384172.000000 Penalty: 6479.056152
	Iteration 131Q: 3 clusters Score -4.138417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 406777 members 
Entering Unmasked Estep 
Score: -41384172.000000 Penalty: 6479.056152
	Iteration 132F: 3 clusters Score -4.138417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Entering Unmasked Estep 
Score: -2289489.750000 Penalty: 2523.636719
	Iteration 0F: 2 clusters Score -2289490 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 13224 members 
Entering Unmasked Estep 
Score: -2271344.750000 Penalty: 5047.273438
	Iteration 0F: 3 clusters Score -2271345 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2277643.250000 Penalty: 5047.273438
	Iteration 1F: 3 clusters Score -2277643 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2278233.750000 Penalty: 5047.273438
	Iteration 2F: 3 clusters Score -2278234 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2278901.000000 Penalty: 5047.273438
	Iteration 3F: 3 clusters Score -2278901 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2279702.000000 Penalty: 5047.273438
	Iteration 4F: 3 clusters Score -2279702 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2280760.250000 Penalty: 5047.273438
	Iteration 5F: 3 clusters Score -2280760 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2281997.000000 Penalty: 5047.273438
	Iteration 6F: 3 clusters Score -2281997 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2283324.250000 Penalty: 5047.273438
	Iteration 7F: 3 clusters Score -2283324 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2284652.250000 Penalty: 5047.273438
	Iteration 8F: 3 clusters Score -2284652 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2285837.000000 Penalty: 5047.273438
	Iteration 9Q: 3 clusters Score -2285837 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2286599.750000 Penalty: 5047.273438
	Iteration 10Q: 3 clusters Score -2286600 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2287037.000000 Penalty: 5047.273438
	Iteration 11Q: 3 clusters Score -2287037 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2287289.500000 Penalty: 5047.273438
	Iteration 12Q: 3 clusters Score -2287290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2287429.750000 Penalty: 5047.273438
	Iteration 13Q: 3 clusters Score -2287430 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2287528.000000 Penalty: 5047.273438
	Iteration 14Q: 3 clusters Score -2287528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2287587.000000 Penalty: 5047.273438
	Iteration 15Q: 3 clusters Score -2287587 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2287623.750000 Penalty: 5047.273438
	Iteration 16Q: 3 clusters Score -2287624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2287665.250000 Penalty: 5047.273438
	Iteration 17Q: 3 clusters Score -2287665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2287688.750000 Penalty: 5047.273438
	Iteration 18Q: 3 clusters Score -2287689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2287718.250000 Penalty: 5047.273438
	Iteration 19Q: 3 clusters Score -2287718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2287727.750000 Penalty: 5047.273438
	Iteration 20F: 3 clusters Score -2287728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2287743.500000 Penalty: 5047.273438
	Iteration 21Q: 3 clusters Score -2287744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2287749.750000 Penalty: 5047.273438
	Iteration 22Q: 3 clusters Score -2287750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2287755.250000 Penalty: 5047.273438
	Iteration 23Q: 3 clusters Score -2287755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2287764.000000 Penalty: 5047.273438
	Iteration 24Q: 3 clusters Score -2287764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2287771.000000 Penalty: 5047.273438
	Iteration 25Q: 3 clusters Score -2287771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2287782.000000 Penalty: 5047.273438
	Iteration 26Q: 3 clusters Score -2287782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2287788.000000 Penalty: 5047.273438
	Iteration 27Q: 3 clusters Score -2287788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2287792.000000 Penalty: 5047.273438
	Iteration 28Q: 3 clusters Score -2287792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2287792.750000 Penalty: 5047.273438
	Iteration 29Q: 3 clusters Score -2287793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2287795.000000 Penalty: 5047.273438
	Iteration 30Q: 3 clusters Score -2287795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2287803.000000 Penalty: 5047.273438
	Iteration 31Q: 3 clusters Score -2287803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2287797.500000 Penalty: 5047.273438
	Iteration 32Q: 3 clusters Score -2287798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2287800.250000 Penalty: 5047.273438
	Iteration 33Q: 3 clusters Score -2287800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2287806.250000 Penalty: 5047.273438
	Iteration 34Q: 3 clusters Score -2287806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2287813.250000 Penalty: 5047.273438
	Iteration 35Q: 3 clusters Score -2287813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2287809.750000 Penalty: 5047.273438
	Iteration 36Q: 3 clusters Score -2287810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2287810.000000 Penalty: 5047.273438
	Iteration 37Q: 3 clusters Score -2287810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2287812.500000 Penalty: 5047.273438
	Iteration 38Q: 3 clusters Score -2287812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2287813.000000 Penalty: 5047.273438
	Iteration 39Q: 3 clusters Score -2287813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2287813.500000 Penalty: 5047.273438
	Iteration 40F: 3 clusters Score -2287814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2287813.750000 Penalty: 5047.273438
	Iteration 41Q: 3 clusters Score -2287814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2287816.500000 Penalty: 5047.273438
	Iteration 42Q: 3 clusters Score -2287816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2287815.500000 Penalty: 5047.273438
	Iteration 43Q: 3 clusters Score -2287816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2287816.750000 Penalty: 5047.273438
	Iteration 44Q: 3 clusters Score -2287817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2287815.750000 Penalty: 5047.273438
	Iteration 45Q: 3 clusters Score -2287816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2287816.500000 Penalty: 5047.273438
	Iteration 46Q: 3 clusters Score -2287816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2287816.500000 Penalty: 5047.273438
	Iteration 47F: 3 clusters Score -2287816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -551653.625000 Penalty: 2176.029541
	Iteration 0F: 2 clusters Score -551653.6 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 3225 members 
Entering Unmasked Estep 
Score: -546341.937500 Penalty: 4352.059082
	Iteration 0F: 3 clusters Score -546341.9 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -547688.187500 Penalty: 4352.059082
	Iteration 1F: 3 clusters Score -547688.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -547936.000000 Penalty: 4352.059082
	Iteration 2F: 3 clusters Score -547936 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -548109.437500 Penalty: 4352.059082
	Iteration 3Q: 3 clusters Score -548109.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -548261.375000 Penalty: 4352.059082
	Iteration 4Q: 3 clusters Score -548261.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -548398.562500 Penalty: 4352.059082
	Iteration 5Q: 3 clusters Score -548398.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -548530.000000 Penalty: 4352.059082
	Iteration 6Q: 3 clusters Score -548530 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -548666.625000 Penalty: 4352.059082
	Iteration 7Q: 3 clusters Score -548666.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -548869.687500 Penalty: 4352.059082
	Iteration 8Q: 3 clusters Score -548869.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -549106.687500 Penalty: 4352.059082
	Iteration 9Q: 3 clusters Score -549106.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -549367.812500 Penalty: 4352.059082
	Iteration 10F: 3 clusters Score -549367.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -549588.000000 Penalty: 4352.059082
	Iteration 11Q: 3 clusters Score -549588 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -549772.812500 Penalty: 4352.059082
	Iteration 12Q: 3 clusters Score -549772.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -549927.125000 Penalty: 4352.059082
	Iteration 13Q: 3 clusters Score -549927.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -550063.062500 Penalty: 4352.059082
	Iteration 14Q: 3 clusters Score -550063.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -550206.000000 Penalty: 4352.059082
	Iteration 15Q: 3 clusters Score -550206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -550329.250000 Penalty: 4352.059082
	Iteration 16Q: 3 clusters Score -550329.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -550400.937500 Penalty: 4352.059082
	Iteration 17Q: 3 clusters Score -550400.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -550434.875000 Penalty: 4352.059082
	Iteration 18Q: 3 clusters Score -550434.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -550451.062500 Penalty: 4352.059082
	Iteration 19Q: 3 clusters Score -550451.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -550459.125000 Penalty: 4352.059082
	Iteration 20F: 3 clusters Score -550459.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -550473.937500 Penalty: 4352.059082
	Iteration 21Q: 3 clusters Score -550473.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -550486.250000 Penalty: 4352.059082
	Iteration 22Q: 3 clusters Score -550486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -550490.125000 Penalty: 4352.059082
	Iteration 23Q: 3 clusters Score -550490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -550493.125000 Penalty: 4352.059082
	Iteration 24Q: 3 clusters Score -550493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -550494.750000 Penalty: 4352.059082
	Iteration 25Q: 3 clusters Score -550494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -550495.562500 Penalty: 4352.059082
	Iteration 26Q: 3 clusters Score -550495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -550498.312500 Penalty: 4352.059082
	Iteration 27Q: 3 clusters Score -550498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -550499.750000 Penalty: 4352.059082
	Iteration 28Q: 3 clusters Score -550499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -550499.437500 Penalty: 4352.059082
	Iteration 29Q: 3 clusters Score -550499.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -550499.437500 Penalty: 4352.059082
	Iteration 30F: 3 clusters Score -550499.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Entering Unmasked Estep 
Score: -1994709.250000 Penalty: 2488.113525
	Iteration 0F: 2 clusters Score -1994709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1978767.000000 Penalty: 4976.227051
	Iteration 0F: 3 clusters Score -1978767 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1984094.875000 Penalty: 4976.227051
	Iteration 1F: 3 clusters Score -1984095 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1984423.625000 Penalty: 4976.227051
	Iteration 2Q: 3 clusters Score -1984424 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1984721.875000 Penalty: 4976.227051
	Iteration 3Q: 3 clusters Score -1984722 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1984974.625000 Penalty: 4976.227051
	Iteration 4Q: 3 clusters Score -1984975 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1985260.375000 Penalty: 4976.227051
	Iteration 5Q: 3 clusters Score -1985260 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1985635.375000 Penalty: 4976.227051
	Iteration 6Q: 3 clusters Score -1985635 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1986150.250000 Penalty: 4976.227051
	Iteration 7Q: 3 clusters Score -1986150 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1986875.000000 Penalty: 4976.227051
	Iteration 8F: 3 clusters Score -1986875 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1987880.250000 Penalty: 4976.227051
	Iteration 9F: 3 clusters Score -1987880 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1989164.375000 Penalty: 4976.227051
	Iteration 10F: 3 clusters Score -1989164 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1990477.000000 Penalty: 4976.227051
	Iteration 11F: 3 clusters Score -1990477 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1991369.250000 Penalty: 4976.227051
	Iteration 12Q: 3 clusters Score -1991369 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1991844.500000 Penalty: 4976.227051
	Iteration 13Q: 3 clusters Score -1991844 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1992107.875000 Penalty: 4976.227051
	Iteration 14Q: 3 clusters Score -1992108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1992265.125000 Penalty: 4976.227051
	Iteration 15Q: 3 clusters Score -1992265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1992334.375000 Penalty: 4976.227051
	Iteration 16Q: 3 clusters Score -1992334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1992392.500000 Penalty: 4976.227051
	Iteration 17Q: 3 clusters Score -1992392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1992456.250000 Penalty: 4976.227051
	Iteration 18Q: 3 clusters Score -1992456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1992487.125000 Penalty: 4976.227051
	Iteration 19Q: 3 clusters Score -1992487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1992514.500000 Penalty: 4976.227051
	Iteration 20F: 3 clusters Score -1992514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1992521.250000 Penalty: 4976.227051
	Iteration 21Q: 3 clusters Score -1992521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1992529.250000 Penalty: 4976.227051
	Iteration 22Q: 3 clusters Score -1992529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1992542.000000 Penalty: 4976.227051
	Iteration 23Q: 3 clusters Score -1992542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1992550.875000 Penalty: 4976.227051
	Iteration 24Q: 3 clusters Score -1992551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1992559.375000 Penalty: 4976.227051
	Iteration 25Q: 3 clusters Score -1992559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1992562.625000 Penalty: 4976.227051
	Iteration 26Q: 3 clusters Score -1992563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1992569.125000 Penalty: 4976.227051
	Iteration 27Q: 3 clusters Score -1992569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1992576.625000 Penalty: 4976.227051
	Iteration 28Q: 3 clusters Score -1992577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1992578.750000 Penalty: 4976.227051
	Iteration 29Q: 3 clusters Score -1992579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1992578.125000 Penalty: 4976.227051
	Iteration 30Q: 3 clusters Score -1992578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1992578.125000 Penalty: 4976.227051
	Iteration 31F: 3 clusters Score -1992578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -360215.875000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -360215.9 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 2209 members 
Entering Unmasked Estep 
Score: -356047.406250 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -356047.4 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -357032.843750 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -357032.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -357325.437500 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -357325.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -357601.000000 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -357601 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -357827.031250 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -357827 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -358047.531250 Penalty: 4160.106934
	Iteration 5F: 3 clusters Score -358047.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -358228.812500 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -358228.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -358384.187500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -358384.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -358495.500000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -358495.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -358595.750000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -358595.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358678.218750 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -358678.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -358771.906250 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -358771.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -358908.531250 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -358908.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -359049.625000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -359049.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -359237.250000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -359237.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -359577.812500 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -359577.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -360038.625000 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -360038.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -360474.062500 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -360474.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -360967.562500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -360967.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -361289.375000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -361289.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -361387.531250 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -361387.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -361405.000000 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -361405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -361414.093750 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -361414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -361418.312500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -361418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -361419.062500 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -361419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -361419.531250 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -361419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -361419.531250 Penalty: 4160.106934
	Iteration 26F: 3 clusters Score -361419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25548 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 67322 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18598 members 
Mstep: Class 11 contains 471000 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22759 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40322 members 
Mstep: Class 18 contains 128539 members 
Mstep: Class 19 contains 152294 members 
Mstep: Class 20 contains 212219 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 105822 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211353 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24459 members 
Mstep: Class 27 contains 3943 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 11343 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16913 members 
Mstep: Class 33 contains 1406 members 
Entering Unmasked Estep 
Score: -146450848.000000 Penalty: 117435.039062
Splitting cluster 15 changes total score from -146451648.000000 to -146450848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -380018.968750 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -380019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -375711.125000 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -375711.1 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -376816.312500 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -376816.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -377448.562500 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -377448.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -378170.312500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -378170.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -378833.531250 Penalty: 4185.751465
	Iteration 4F: 3 clusters Score -378833.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -379284.093750 Penalty: 4185.751465
	Iteration 5F: 3 clusters Score -379284.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -379560.125000 Penalty: 4185.751465
	Iteration 6F: 3 clusters Score -379560.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -379738.687500 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -379738.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -379845.718750 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -379845.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -379934.093750 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -379934.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -380014.187500 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -380014.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -380065.906250 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -380065.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -380099.593750 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -380099.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -380123.343750 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -380123.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -380138.406250 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -380138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -380150.781250 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -380150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -380159.781250 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -380159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -380168.968750 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -380169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -380175.687500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -380175.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -380181.250000 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -380181.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -380187.000000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -380187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -380189.968750 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -380190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -380191.125000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -380191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -380192.593750 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -380192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -380193.000000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -380193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -380193.000000 Penalty: 4185.751465
	Iteration 25F: 3 clusters Score -380193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25548 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 67322 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18598 members 
Mstep: Class 11 contains 471000 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22759 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 40322 members 
Mstep: Class 18 contains 128539 members 
Mstep: Class 19 contains 152294 members 
Mstep: Class 20 contains 212219 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 105822 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211353 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24459 members 
Mstep: Class 27 contains 3943 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 11343 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16913 members 
Mstep: Class 33 contains 3681 members 
Entering Unmasked Estep 
Score: -146450352.000000 Penalty: 117435.039062
Splitting cluster 16 changes total score from -146451648.000000 to -146450352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (40322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Entering Unmasked Estep 
Score: -3681161.500000 Penalty: 2629.953857
	Iteration 0F: 2 clusters Score -3681162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3653814.750000 Penalty: 5259.907715
	Iteration 0F: 3 clusters Score -3653815 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3664198.250000 Penalty: 5259.907715
	Iteration 1F: 3 clusters Score -3664198 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3664812.250000 Penalty: 5259.907715
	Iteration 2Q: 3 clusters Score -3664812 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3665538.500000 Penalty: 5259.907715
	Iteration 3Q: 3 clusters Score -3665538 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3666405.000000 Penalty: 5259.907715
	Iteration 4Q: 3 clusters Score -3666405 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3667676.750000 Penalty: 5259.907715
	Iteration 5F: 3 clusters Score -3667677 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3669438.000000 Penalty: 5259.907715
	Iteration 6F: 3 clusters Score -3669438 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3671723.000000 Penalty: 5259.907715
	Iteration 7F: 3 clusters Score -3671723 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3674228.500000 Penalty: 5259.907715
	Iteration 8F: 3 clusters Score -3674228 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -3676221.750000 Penalty: 5259.907715
	Iteration 9F: 3 clusters Score -3676222 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3677479.750000 Penalty: 5259.907715
	Iteration 10Q: 3 clusters Score -3677480 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -3678128.750000 Penalty: 5259.907715
	Iteration 11Q: 3 clusters Score -3678129 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -3678503.500000 Penalty: 5259.907715
	Iteration 12Q: 3 clusters Score -3678504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -3678688.500000 Penalty: 5259.907715
	Iteration 13Q: 3 clusters Score -3678688 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -3678798.000000 Penalty: 5259.907715
	Iteration 14Q: 3 clusters Score -3678798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -3678876.250000 Penalty: 5259.907715
	Iteration 15Q: 3 clusters Score -3678876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -3678926.500000 Penalty: 5259.907715
	Iteration 16Q: 3 clusters Score -3678926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -3678951.250000 Penalty: 5259.907715
	Iteration 17Q: 3 clusters Score -3678951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -3678970.750000 Penalty: 5259.907715
	Iteration 18Q: 3 clusters Score -3678971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -3678982.750000 Penalty: 5259.907715
	Iteration 19Q: 3 clusters Score -3678983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -3678991.500000 Penalty: 5259.907715
	Iteration 20F: 3 clusters Score -3678992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3678997.250000 Penalty: 5259.907715
	Iteration 21Q: 3 clusters Score -3678997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -3679000.750000 Penalty: 5259.907715
	Iteration 22Q: 3 clusters Score -3679001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -3679003.000000 Penalty: 5259.907715
	Iteration 23Q: 3 clusters Score -3679003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -3679005.500000 Penalty: 5259.907715
	Iteration 24Q: 3 clusters Score -3679006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -3679007.500000 Penalty: 5259.907715
	Iteration 25Q: 3 clusters Score -3679008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -3679007.500000 Penalty: 5259.907715
	Iteration 26Q: 3 clusters Score -3679008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -3679012.750000 Penalty: 5259.907715
	Iteration 27Q: 3 clusters Score -3679013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -3679015.500000 Penalty: 5259.907715
	Iteration 28Q: 3 clusters Score -3679016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -3679015.500000 Penalty: 5259.907715
	Iteration 29F: 3 clusters Score -3679016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Entering Unmasked Estep 
Score: -11719474.000000 Penalty: 2917.468994
	Iteration 0F: 2 clusters Score -1.171947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -11633389.000000 Penalty: 5834.937988
	Iteration 0F: 3 clusters Score -1.163339e+07 nChanged 61125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -11668026.000000 Penalty: 5834.937988
	Iteration 1F: 3 clusters Score -1.166803e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -11668899.000000 Penalty: 5834.937988
	Iteration 2Q: 3 clusters Score -1.16689e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -11670292.000000 Penalty: 5834.937988
	Iteration 3Q: 3 clusters Score -1.167029e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -11672432.000000 Penalty: 5834.937988
	Iteration 4Q: 3 clusters Score -1.167243e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -11676543.000000 Penalty: 5834.937988
	Iteration 5F: 3 clusters Score -1.167654e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -11683269.000000 Penalty: 5834.937988
	Iteration 6F: 3 clusters Score -1.168327e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -11693060.000000 Penalty: 5834.937988
	Iteration 7F: 3 clusters Score -1.169306e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -11702542.000000 Penalty: 5834.937988
	Iteration 8F: 3 clusters Score -1.170254e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -11709052.000000 Penalty: 5834.937988
	Iteration 9F: 3 clusters Score -1.170905e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -11712703.000000 Penalty: 5834.937988
	Iteration 10Q: 3 clusters Score -1.17127e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124056 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -11714539.000000 Penalty: 5834.937988
	Iteration 11Q: 3 clusters Score -1.171454e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11715457.000000 Penalty: 5834.937988
	Iteration 12Q: 3 clusters Score -1.171546e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -11715982.000000 Penalty: 5834.937988
	Iteration 13Q: 3 clusters Score -1.171598e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11716308.000000 Penalty: 5834.937988
	Iteration 14Q: 3 clusters Score -1.171631e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126406 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11716464.000000 Penalty: 5834.937988
	Iteration 15Q: 3 clusters Score -1.171646e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11716608.000000 Penalty: 5834.937988
	Iteration 16Q: 3 clusters Score -1.171661e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126684 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11716693.000000 Penalty: 5834.937988
	Iteration 17Q: 3 clusters Score -1.171669e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11716776.000000 Penalty: 5834.937988
	Iteration 18Q: 3 clusters Score -1.171678e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126834 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -11716842.000000 Penalty: 5834.937988
	Iteration 19Q: 3 clusters Score -1.171684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11716899.000000 Penalty: 5834.937988
	Iteration 20F: 3 clusters Score -1.17169e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11716918.000000 Penalty: 5834.937988
	Iteration 21Q: 3 clusters Score -1.171692e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11716934.000000 Penalty: 5834.937988
	Iteration 22Q: 3 clusters Score -1.171693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11716963.000000 Penalty: 5834.937988
	Iteration 23Q: 3 clusters Score -1.171696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11716996.000000 Penalty: 5834.937988
	Iteration 24Q: 3 clusters Score -1.1717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11717004.000000 Penalty: 5834.937988
	Iteration 25Q: 3 clusters Score -1.1717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127017 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11717021.000000 Penalty: 5834.937988
	Iteration 26Q: 3 clusters Score -1.171702e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11717037.000000 Penalty: 5834.937988
	Iteration 27Q: 3 clusters Score -1.171704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127045 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11717035.000000 Penalty: 5834.937988
	Iteration 28Q: 3 clusters Score -1.171704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11717051.000000 Penalty: 5834.937988
	Iteration 29Q: 3 clusters Score -1.171705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11717056.000000 Penalty: 5834.937988
	Iteration 30Q: 3 clusters Score -1.171706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11717071.000000 Penalty: 5834.937988
	Iteration 31Q: 3 clusters Score -1.171707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127106 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11717092.000000 Penalty: 5834.937988
	Iteration 32Q: 3 clusters Score -1.171709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11717101.000000 Penalty: 5834.937988
	Iteration 33Q: 3 clusters Score -1.17171e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127137 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11717117.000000 Penalty: 5834.937988
	Iteration 34Q: 3 clusters Score -1.171712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11717125.000000 Penalty: 5834.937988
	Iteration 35Q: 3 clusters Score -1.171712e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11717129.000000 Penalty: 5834.937988
	Iteration 36Q: 3 clusters Score -1.171713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11717145.000000 Penalty: 5834.937988
	Iteration 37Q: 3 clusters Score -1.171714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11717139.000000 Penalty: 5834.937988
	Iteration 38Q: 3 clusters Score -1.171714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11717152.000000 Penalty: 5834.937988
	Iteration 39Q: 3 clusters Score -1.171715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11717158.000000 Penalty: 5834.937988
	Iteration 40F: 3 clusters Score -1.171716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11717164.000000 Penalty: 5834.937988
	Iteration 41Q: 3 clusters Score -1.171716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11717172.000000 Penalty: 5834.937988
	Iteration 42Q: 3 clusters Score -1.171717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11717174.000000 Penalty: 5834.937988
	Iteration 43Q: 3 clusters Score -1.171717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11717183.000000 Penalty: 5834.937988
	Iteration 44Q: 3 clusters Score -1.171718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11717186.000000 Penalty: 5834.937988
	Iteration 45Q: 3 clusters Score -1.171719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127234 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11717178.000000 Penalty: 5834.937988
	Iteration 46Q: 3 clusters Score -1.171718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11717186.000000 Penalty: 5834.937988
	Iteration 47Q: 3 clusters Score -1.171719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127239 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11717188.000000 Penalty: 5834.937988
	Iteration 48Q: 3 clusters Score -1.171719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11717181.000000 Penalty: 5834.937988
	Iteration 49Q: 3 clusters Score -1.171718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11717184.000000 Penalty: 5834.937988
	Iteration 50Q: 3 clusters Score -1.171718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11717184.000000 Penalty: 5834.937988
	Iteration 51Q: 3 clusters Score -1.171718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11717182.000000 Penalty: 5834.937988
	Iteration 52Q: 3 clusters Score -1.171718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11717188.000000 Penalty: 5834.937988
	Iteration 53Q: 3 clusters Score -1.171719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11717188.000000 Penalty: 5834.937988
	Iteration 54F: 3 clusters Score -1.171719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Entering Unmasked Estep 
Score: -13675817.000000 Penalty: 2959.524902
	Iteration 0F: 2 clusters Score -1.367582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -13573538.000000 Penalty: 5919.049805
	Iteration 0F: 3 clusters Score -1.357354e+07 nChanged 72932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -13615886.000000 Penalty: 5919.049805
	Iteration 1F: 3 clusters Score -1.361589e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -13616801.000000 Penalty: 5919.049805
	Iteration 2Q: 3 clusters Score -1.36168e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -13618130.000000 Penalty: 5919.049805
	Iteration 3Q: 3 clusters Score -1.361813e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -13620157.000000 Penalty: 5919.049805
	Iteration 4Q: 3 clusters Score -1.362016e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -13623204.000000 Penalty: 5919.049805
	Iteration 5Q: 3 clusters Score -1.36232e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -13628571.000000 Penalty: 5919.049805
	Iteration 6F: 3 clusters Score -1.362857e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -13636923.000000 Penalty: 5919.049805
	Iteration 7F: 3 clusters Score -1.363692e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -13648029.000000 Penalty: 5919.049805
	Iteration 8F: 3 clusters Score -1.364803e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -13659159.000000 Penalty: 5919.049805
	Iteration 9F: 3 clusters Score -1.365916e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144410 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -13666797.000000 Penalty: 5919.049805
	Iteration 10F: 3 clusters Score -1.36668e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148550 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -13670634.000000 Penalty: 5919.049805
	Iteration 11Q: 3 clusters Score -1.367063e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13672154.000000 Penalty: 5919.049805
	Iteration 12Q: 3 clusters Score -1.367215e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13672730.000000 Penalty: 5919.049805
	Iteration 13Q: 3 clusters Score -1.367273e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13672985.000000 Penalty: 5919.049805
	Iteration 14Q: 3 clusters Score -1.367298e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13673130.000000 Penalty: 5919.049805
	Iteration 15Q: 3 clusters Score -1.367313e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13673259.000000 Penalty: 5919.049805
	Iteration 16Q: 3 clusters Score -1.367326e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151556 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13673298.000000 Penalty: 5919.049805
	Iteration 17Q: 3 clusters Score -1.36733e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13673335.000000 Penalty: 5919.049805
	Iteration 18Q: 3 clusters Score -1.367334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13673364.000000 Penalty: 5919.049805
	Iteration 19Q: 3 clusters Score -1.367336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13673371.000000 Penalty: 5919.049805
	Iteration 20F: 3 clusters Score -1.367337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151627 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13673383.000000 Penalty: 5919.049805
	Iteration 21Q: 3 clusters Score -1.367338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151638 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13673399.000000 Penalty: 5919.049805
	Iteration 22Q: 3 clusters Score -1.36734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151641 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13673394.000000 Penalty: 5919.049805
	Iteration 23Q: 3 clusters Score -1.367339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13673395.000000 Penalty: 5919.049805
	Iteration 24Q: 3 clusters Score -1.36734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151649 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13673384.000000 Penalty: 5919.049805
	Iteration 25Q: 3 clusters Score -1.367338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13673389.000000 Penalty: 5919.049805
	Iteration 26Q: 3 clusters Score -1.367339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13673380.000000 Penalty: 5919.049805
	Iteration 27Q: 3 clusters Score -1.367338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151658 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13673393.000000 Penalty: 5919.049805
	Iteration 28Q: 3 clusters Score -1.367339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13673385.000000 Penalty: 5919.049805
	Iteration 29Q: 3 clusters Score -1.367338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13673378.000000 Penalty: 5919.049805
	Iteration 30Q: 3 clusters Score -1.367338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13673398.000000 Penalty: 5919.049805
	Iteration 31Q: 3 clusters Score -1.36734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13673406.000000 Penalty: 5919.049805
	Iteration 32Q: 3 clusters Score -1.367341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13673400.000000 Penalty: 5919.049805
	Iteration 33Q: 3 clusters Score -1.36734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151669 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13673400.000000 Penalty: 5919.049805
	Iteration 34Q: 3 clusters Score -1.36734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13673401.000000 Penalty: 5919.049805
	Iteration 35Q: 3 clusters Score -1.36734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13673403.000000 Penalty: 5919.049805
	Iteration 36Q: 3 clusters Score -1.36734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13673407.000000 Penalty: 5919.049805
	Iteration 37Q: 3 clusters Score -1.367341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13673406.000000 Penalty: 5919.049805
	Iteration 38Q: 3 clusters Score -1.367341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13673406.000000 Penalty: 5919.049805
	Iteration 39F: 3 clusters Score -1.367341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (212219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212219 members 
Entering Unmasked Estep 
Score: -18638178.000000 Penalty: 3041.812744
	Iteration 0F: 2 clusters Score -1.863818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -18495590.000000 Penalty: 6083.625488
	Iteration 0F: 3 clusters Score -1.849559e+07 nChanged 102446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -18555588.000000 Penalty: 6083.625488
	Iteration 1F: 3 clusters Score -1.855559e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -18556690.000000 Penalty: 6083.625488
	Iteration 2Q: 3 clusters Score -1.855669e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -18558040.000000 Penalty: 6083.625488
	Iteration 3Q: 3 clusters Score -1.855804e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -18560462.000000 Penalty: 6083.625488
	Iteration 4Q: 3 clusters Score -1.856046e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -18564872.000000 Penalty: 6083.625488
	Iteration 5Q: 3 clusters Score -1.856487e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 146452 members 
Entering Unmasked Estep 
Score: -18573316.000000 Penalty: 6083.625488
	Iteration 6F: 3 clusters Score -1.857332e+07 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -18588120.000000 Penalty: 6083.625488
	Iteration 7F: 3 clusters Score -1.858812e+07 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 184171 members 
Entering Unmasked Estep 
Score: -18607160.000000 Penalty: 6083.625488
	Iteration 8F: 3 clusters Score -1.860716e+07 nChanged 15801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 199968 members 
Entering Unmasked Estep 
Score: -18623442.000000 Penalty: 6083.625488
	Iteration 9F: 3 clusters Score -1.862344e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 208247 members 
Entering Unmasked Estep 
Score: -18631768.000000 Penalty: 6083.625488
	Iteration 10Q: 3 clusters Score -1.863177e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 211033 members 
Entering Unmasked Estep 
Score: -18634354.000000 Penalty: 6083.625488
	Iteration 11Q: 3 clusters Score -1.863435e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 211734 members 
Entering Unmasked Estep 
Score: -18635060.000000 Penalty: 6083.625488
	Iteration 12Q: 3 clusters Score -1.863506e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 211911 members 
Entering Unmasked Estep 
Score: -18635308.000000 Penalty: 6083.625488
	Iteration 13Q: 3 clusters Score -1.863531e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211961 members 
Entering Unmasked Estep 
Score: -18635388.000000 Penalty: 6083.625488
	Iteration 14Q: 3 clusters Score -1.863539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211978 members 
Entering Unmasked Estep 
Score: -18635420.000000 Penalty: 6083.625488
	Iteration 15Q: 3 clusters Score -1.863542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211985 members 
Entering Unmasked Estep 
Score: -18635456.000000 Penalty: 6083.625488
	Iteration 16Q: 3 clusters Score -1.863546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 211986 members 
Entering Unmasked Estep 
Score: -18635474.000000 Penalty: 6083.625488
	Iteration 17Q: 3 clusters Score -1.863547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 211992 members 
Entering Unmasked Estep 
Score: -18635482.000000 Penalty: 6083.625488
	Iteration 18Q: 3 clusters Score -1.863548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -18635512.000000 Penalty: 6083.625488
	Iteration 19Q: 3 clusters Score -1.863551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 211998 members 
Entering Unmasked Estep 
Score: -18635516.000000 Penalty: 6083.625488
	Iteration 20F: 3 clusters Score -1.863552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212000 members 
Entering Unmasked Estep 
Score: -18635512.000000 Penalty: 6083.625488
	Iteration 21Q: 3 clusters Score -1.863551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211999 members 
Entering Unmasked Estep 
Score: -18635518.000000 Penalty: 6083.625488
	Iteration 22Q: 3 clusters Score -1.863552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -18635520.000000 Penalty: 6083.625488
	Iteration 23Q: 3 clusters Score -1.863552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -18635524.000000 Penalty: 6083.625488
	Iteration 24Q: 3 clusters Score -1.863552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -18635538.000000 Penalty: 6083.625488
	Iteration 25Q: 3 clusters Score -1.863554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -18635544.000000 Penalty: 6083.625488
	Iteration 26Q: 3 clusters Score -1.863554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -18635544.000000 Penalty: 6083.625488
	Iteration 27F: 3 clusters Score -1.863554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Entering Unmasked Estep 
Score: -720232.812500 Penalty: 2245.980469
	Iteration 0F: 2 clusters Score -720232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -713445.375000 Penalty: 4491.960938
	Iteration 0F: 3 clusters Score -713445.4 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -715466.500000 Penalty: 4491.960938
	Iteration 1F: 3 clusters Score -715466.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -715848.250000 Penalty: 4491.960938
	Iteration 2F: 3 clusters Score -715848.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -716141.437500 Penalty: 4491.960938
	Iteration 3F: 3 clusters Score -716141.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -716434.562500 Penalty: 4491.960938
	Iteration 4F: 3 clusters Score -716434.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -716701.812500 Penalty: 4491.960938
	Iteration 5Q: 3 clusters Score -716701.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -716976.625000 Penalty: 4491.960938
	Iteration 6Q: 3 clusters Score -716976.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -717242.812500 Penalty: 4491.960938
	Iteration 7Q: 3 clusters Score -717242.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -717500.812500 Penalty: 4491.960938
	Iteration 8Q: 3 clusters Score -717500.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -717723.875000 Penalty: 4491.960938
	Iteration 9Q: 3 clusters Score -717723.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -717924.062500 Penalty: 4491.960938
	Iteration 10Q: 3 clusters Score -717924.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -718088.187500 Penalty: 4491.960938
	Iteration 11Q: 3 clusters Score -718088.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -718222.750000 Penalty: 4491.960938
	Iteration 12Q: 3 clusters Score -718222.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -718307.875000 Penalty: 4491.960938
	Iteration 13Q: 3 clusters Score -718307.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -718369.625000 Penalty: 4491.960938
	Iteration 14Q: 3 clusters Score -718369.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -718420.125000 Penalty: 4491.960938
	Iteration 15Q: 3 clusters Score -718420.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -718450.312500 Penalty: 4491.960938
	Iteration 16Q: 3 clusters Score -718450.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -718473.000000 Penalty: 4491.960938
	Iteration 17Q: 3 clusters Score -718473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -718491.250000 Penalty: 4491.960938
	Iteration 18Q: 3 clusters Score -718491.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -718502.562500 Penalty: 4491.960938
	Iteration 19Q: 3 clusters Score -718502.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -718516.875000 Penalty: 4491.960938
	Iteration 20F: 3 clusters Score -718516.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -718525.875000 Penalty: 4491.960938
	Iteration 21Q: 3 clusters Score -718525.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -718535.750000 Penalty: 4491.960938
	Iteration 22Q: 3 clusters Score -718535.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -718549.875000 Penalty: 4491.960938
	Iteration 23Q: 3 clusters Score -718549.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -718559.125000 Penalty: 4491.960938
	Iteration 24Q: 3 clusters Score -718559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -718562.875000 Penalty: 4491.960938
	Iteration 25Q: 3 clusters Score -718562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -718566.125000 Penalty: 4491.960938
	Iteration 26Q: 3 clusters Score -718566.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -718568.125000 Penalty: 4491.960938
	Iteration 27Q: 3 clusters Score -718568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -718571.437500 Penalty: 4491.960938
	Iteration 28Q: 3 clusters Score -718571.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -718571.750000 Penalty: 4491.960938
	Iteration 29Q: 3 clusters Score -718571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -718575.000000 Penalty: 4491.960938
	Iteration 30Q: 3 clusters Score -718575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -718577.625000 Penalty: 4491.960938
	Iteration 31Q: 3 clusters Score -718577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -718578.437500 Penalty: 4491.960938
	Iteration 32Q: 3 clusters Score -718578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -718579.750000 Penalty: 4491.960938
	Iteration 33Q: 3 clusters Score -718579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -718580.312500 Penalty: 4491.960938
	Iteration 34Q: 3 clusters Score -718580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -718580.500000 Penalty: 4491.960938
	Iteration 35Q: 3 clusters Score -718580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -718579.750000 Penalty: 4491.960938
	Iteration 36Q: 3 clusters Score -718579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -718580.625000 Penalty: 4491.960938
	Iteration 37Q: 3 clusters Score -718580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -718583.625000 Penalty: 4491.960938
	Iteration 38Q: 3 clusters Score -718583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -718584.250000 Penalty: 4491.960938
	Iteration 39Q: 3 clusters Score -718584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -718585.750000 Penalty: 4491.960938
	Iteration 40F: 3 clusters Score -718585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -718588.062500 Penalty: 4491.960938
	Iteration 41Q: 3 clusters Score -718588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -718589.437500 Penalty: 4491.960938
	Iteration 42Q: 3 clusters Score -718589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -718589.562500 Penalty: 4491.960938
	Iteration 43Q: 3 clusters Score -718589.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -718592.187500 Penalty: 4491.960938
	Iteration 44Q: 3 clusters Score -718592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -718592.437500 Penalty: 4491.960938
	Iteration 45Q: 3 clusters Score -718592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -718594.187500 Penalty: 4491.960938
	Iteration 46Q: 3 clusters Score -718594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -718594.187500 Penalty: 4491.960938
	Iteration 47F: 3 clusters Score -718594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (105822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Entering Unmasked Estep 
Score: -9481809.000000 Penalty: 2869.239258
	Iteration 0F: 2 clusters Score -9481809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -9410898.000000 Penalty: 5738.478516
	Iteration 0F: 3 clusters Score -9410898 nChanged 50132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -9439813.000000 Penalty: 5738.478516
	Iteration 1F: 3 clusters Score -9439813 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -9440710.000000 Penalty: 5738.478516
	Iteration 2Q: 3 clusters Score -9440710 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -9441791.000000 Penalty: 5738.478516
	Iteration 3Q: 3 clusters Score -9441791 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -9443167.000000 Penalty: 5738.478516
	Iteration 4Q: 3 clusters Score -9443167 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -9444988.000000 Penalty: 5738.478516
	Iteration 5Q: 3 clusters Score -9444988 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -9447385.000000 Penalty: 5738.478516
	Iteration 6Q: 3 clusters Score -9447385 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -9450139.000000 Penalty: 5738.478516
	Iteration 7Q: 3 clusters Score -9450139 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -9453666.000000 Penalty: 5738.478516
	Iteration 8F: 3 clusters Score -9453666 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -9458029.000000 Penalty: 5738.478516
	Iteration 9F: 3 clusters Score -9458029 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -9462155.000000 Penalty: 5738.478516
	Iteration 10F: 3 clusters Score -9462155 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -9464993.000000 Penalty: 5738.478516
	Iteration 11F: 3 clusters Score -9464993 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -9466468.000000 Penalty: 5738.478516
	Iteration 12Q: 3 clusters Score -9466468 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -9467054.000000 Penalty: 5738.478516
	Iteration 13Q: 3 clusters Score -9467054 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -9467429.000000 Penalty: 5738.478516
	Iteration 14Q: 3 clusters Score -9467429 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -9467772.000000 Penalty: 5738.478516
	Iteration 15Q: 3 clusters Score -9467772 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -9468068.000000 Penalty: 5738.478516
	Iteration 16Q: 3 clusters Score -9468068 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -9468330.000000 Penalty: 5738.478516
	Iteration 17Q: 3 clusters Score -9468330 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -9468562.000000 Penalty: 5738.478516
	Iteration 18Q: 3 clusters Score -9468562 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -9468825.000000 Penalty: 5738.478516
	Iteration 19Q: 3 clusters Score -9468825 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -9469130.000000 Penalty: 5738.478516
	Iteration 20F: 3 clusters Score -9469130 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9469417.000000 Penalty: 5738.478516
	Iteration 21Q: 3 clusters Score -9469417 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -9469779.000000 Penalty: 5738.478516
	Iteration 22Q: 3 clusters Score -9469779 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -9470043.000000 Penalty: 5738.478516
	Iteration 23Q: 3 clusters Score -9470043 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -9470433.000000 Penalty: 5738.478516
	Iteration 24Q: 3 clusters Score -9470433 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -9470802.000000 Penalty: 5738.478516
	Iteration 25Q: 3 clusters Score -9470802 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -9471163.000000 Penalty: 5738.478516
	Iteration 26Q: 3 clusters Score -9471163 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -9471573.000000 Penalty: 5738.478516
	Iteration 27Q: 3 clusters Score -9471573 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -9471958.000000 Penalty: 5738.478516
	Iteration 28Q: 3 clusters Score -9471958 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -9472320.000000 Penalty: 5738.478516
	Iteration 29Q: 3 clusters Score -9472320 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9472705.000000 Penalty: 5738.478516
	Iteration 30Q: 3 clusters Score -9472705 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -9473002.000000 Penalty: 5738.478516
	Iteration 31Q: 3 clusters Score -9473002 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9473272.000000 Penalty: 5738.478516
	Iteration 32Q: 3 clusters Score -9473272 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -9473460.000000 Penalty: 5738.478516
	Iteration 33Q: 3 clusters Score -9473460 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -9473689.000000 Penalty: 5738.478516
	Iteration 34Q: 3 clusters Score -9473689 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -9473909.000000 Penalty: 5738.478516
	Iteration 35Q: 3 clusters Score -9473909 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -9474121.000000 Penalty: 5738.478516
	Iteration 36Q: 3 clusters Score -9474121 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9474250.000000 Penalty: 5738.478516
	Iteration 37Q: 3 clusters Score -9474250 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -9474409.000000 Penalty: 5738.478516
	Iteration 38Q: 3 clusters Score -9474409 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -9474497.000000 Penalty: 5738.478516
	Iteration 39Q: 3 clusters Score -9474497 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -9474615.000000 Penalty: 5738.478516
	Iteration 40F: 3 clusters Score -9474615 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -9474718.000000 Penalty: 5738.478516
	Iteration 41Q: 3 clusters Score -9474718 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -9474780.000000 Penalty: 5738.478516
	Iteration 42Q: 3 clusters Score -9474780 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -9474910.000000 Penalty: 5738.478516
	Iteration 43Q: 3 clusters Score -9474910 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -9475007.000000 Penalty: 5738.478516
	Iteration 44Q: 3 clusters Score -9475007 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -9475041.000000 Penalty: 5738.478516
	Iteration 45Q: 3 clusters Score -9475041 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -9475106.000000 Penalty: 5738.478516
	Iteration 46Q: 3 clusters Score -9475106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9475199.000000 Penalty: 5738.478516
	Iteration 47Q: 3 clusters Score -9475199 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -9475267.000000 Penalty: 5738.478516
	Iteration 48Q: 3 clusters Score -9475267 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -9475342.000000 Penalty: 5738.478516
	Iteration 49Q: 3 clusters Score -9475342 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -9475391.000000 Penalty: 5738.478516
	Iteration 50Q: 3 clusters Score -9475391 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -9475476.000000 Penalty: 5738.478516
	Iteration 51Q: 3 clusters Score -9475476 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -9475576.000000 Penalty: 5738.478516
	Iteration 52Q: 3 clusters Score -9475576 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -9475635.000000 Penalty: 5738.478516
	Iteration 53Q: 3 clusters Score -9475635 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -9475677.000000 Penalty: 5738.478516
	Iteration 54Q: 3 clusters Score -9475677 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -9475755.000000 Penalty: 5738.478516
	Iteration 55Q: 3 clusters Score -9475755 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -9475845.000000 Penalty: 5738.478516
	Iteration 56Q: 3 clusters Score -9475845 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -9475931.000000 Penalty: 5738.478516
	Iteration 57Q: 3 clusters Score -9475931 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -9476031.000000 Penalty: 5738.478516
	Iteration 58Q: 3 clusters Score -9476031 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -9476089.000000 Penalty: 5738.478516
	Iteration 59Q: 3 clusters Score -9476089 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -9476187.000000 Penalty: 5738.478516
	Iteration 60F: 3 clusters Score -9476187 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -9476280.000000 Penalty: 5738.478516
	Iteration 61Q: 3 clusters Score -9476280 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -9476426.000000 Penalty: 5738.478516
	Iteration 62Q: 3 clusters Score -9476426 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -9476522.000000 Penalty: 5738.478516
	Iteration 63Q: 3 clusters Score -9476522 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -9476698.000000 Penalty: 5738.478516
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Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 88030 members 
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Mstep: Class 2 contains 88773 members 
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Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 90169 members 
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Mstep: Class 2 contains 90884 members 
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Mstep: Class 2 contains 91564 members 
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Mstep: Class 2 contains 92180 members 
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Mstep: Class 2 contains 92776 members 
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Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 93351 members 
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Mstep: Class 2 contains 93888 members 
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Mstep: Class 2 contains 94414 members 
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Mstep: Class 2 contains 94915 members 
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Mstep: Class 2 contains 97351 members 
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	Iteration 140F: 3 clusters Score -9479681 nChanged 7
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	Iteration 143Q: 3 clusters Score -9479680 nChanged 3
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Entering Unmasked Estep 
Score: -9479688.000000 Penalty: 5738.478516
	Iteration 156Q: 3 clusters Score -9479688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -9479687.000000 Penalty: 5738.478516
	Iteration 157Q: 3 clusters Score -9479687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -9479687.000000 Penalty: 5738.478516
	Iteration 158F: 3 clusters Score -9479687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Entering Unmasked Estep 
Score: -1286415.250000 Penalty: 2373.940674
	Iteration 0F: 2 clusters Score -1286415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1275884.375000 Penalty: 4747.881348
	Iteration 0F: 3 clusters Score -1275884 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1279311.125000 Penalty: 4747.881348
	Iteration 1F: 3 clusters Score -1279311 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1280023.375000 Penalty: 4747.881348
	Iteration 2F: 3 clusters Score -1280023 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1280714.875000 Penalty: 4747.881348
	Iteration 3F: 3 clusters Score -1280715 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1281402.625000 Penalty: 4747.881348
	Iteration 4F: 3 clusters Score -1281403 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1282086.375000 Penalty: 4747.881348
	Iteration 5F: 3 clusters Score -1282086 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1282770.750000 Penalty: 4747.881348
	Iteration 6F: 3 clusters Score -1282771 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1283360.375000 Penalty: 4747.881348
	Iteration 7F: 3 clusters Score -1283360 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1283816.875000 Penalty: 4747.881348
	Iteration 8Q: 3 clusters Score -1283817 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1284163.375000 Penalty: 4747.881348
	Iteration 9Q: 3 clusters Score -1284163 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1284402.125000 Penalty: 4747.881348
	Iteration 10Q: 3 clusters Score -1284402 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1284550.625000 Penalty: 4747.881348
	Iteration 11Q: 3 clusters Score -1284551 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1284632.625000 Penalty: 4747.881348
	Iteration 12Q: 3 clusters Score -1284633 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1284701.625000 Penalty: 4747.881348
	Iteration 13Q: 3 clusters Score -1284702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1284757.625000 Penalty: 4747.881348
	Iteration 14Q: 3 clusters Score -1284758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1284803.000000 Penalty: 4747.881348
	Iteration 15Q: 3 clusters Score -1284803 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1284859.000000 Penalty: 4747.881348
	Iteration 16Q: 3 clusters Score -1284859 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1284893.625000 Penalty: 4747.881348
	Iteration 17Q: 3 clusters Score -1284894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1284932.875000 Penalty: 4747.881348
	Iteration 18Q: 3 clusters Score -1284933 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1284966.125000 Penalty: 4747.881348
	Iteration 19Q: 3 clusters Score -1284966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1284989.750000 Penalty: 4747.881348
	Iteration 20F: 3 clusters Score -1284990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1285017.500000 Penalty: 4747.881348
	Iteration 21Q: 3 clusters Score -1285018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1285042.625000 Penalty: 4747.881348
	Iteration 22Q: 3 clusters Score -1285043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1285064.500000 Penalty: 4747.881348
	Iteration 23Q: 3 clusters Score -1285064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1285082.375000 Penalty: 4747.881348
	Iteration 24Q: 3 clusters Score -1285082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1285103.500000 Penalty: 4747.881348
	Iteration 25Q: 3 clusters Score -1285104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1285115.375000 Penalty: 4747.881348
	Iteration 26Q: 3 clusters Score -1285115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1285129.750000 Penalty: 4747.881348
	Iteration 27Q: 3 clusters Score -1285130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1285139.500000 Penalty: 4747.881348
	Iteration 28Q: 3 clusters Score -1285140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1285147.125000 Penalty: 4747.881348
	Iteration 29Q: 3 clusters Score -1285147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1285159.500000 Penalty: 4747.881348
	Iteration 30Q: 3 clusters Score -1285160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1285168.000000 Penalty: 4747.881348
	Iteration 31Q: 3 clusters Score -1285168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1285177.250000 Penalty: 4747.881348
	Iteration 32Q: 3 clusters Score -1285177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1285190.000000 Penalty: 4747.881348
	Iteration 33Q: 3 clusters Score -1285190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1285205.625000 Penalty: 4747.881348
	Iteration 34Q: 3 clusters Score -1285206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1285213.500000 Penalty: 4747.881348
	Iteration 35Q: 3 clusters Score -1285214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1285213.375000 Penalty: 4747.881348
	Iteration 36Q: 3 clusters Score -1285213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1285221.500000 Penalty: 4747.881348
	Iteration 37Q: 3 clusters Score -1285222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1285226.250000 Penalty: 4747.881348
	Iteration 38Q: 3 clusters Score -1285226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1285230.750000 Penalty: 4747.881348
	Iteration 39Q: 3 clusters Score -1285231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1285236.250000 Penalty: 4747.881348
	Iteration 40F: 3 clusters Score -1285236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1285240.625000 Penalty: 4747.881348
	Iteration 41Q: 3 clusters Score -1285241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1285240.000000 Penalty: 4747.881348
	Iteration 42Q: 3 clusters Score -1285240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1285240.375000 Penalty: 4747.881348
	Iteration 43Q: 3 clusters Score -1285240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1285241.875000 Penalty: 4747.881348
	Iteration 44Q: 3 clusters Score -1285242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1285247.000000 Penalty: 4747.881348
	Iteration 45Q: 3 clusters Score -1285247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1285248.000000 Penalty: 4747.881348
	Iteration 46Q: 3 clusters Score -1285248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1285247.750000 Penalty: 4747.881348
	Iteration 47Q: 3 clusters Score -1285248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1285250.250000 Penalty: 4747.881348
	Iteration 48Q: 3 clusters Score -1285250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1285252.625000 Penalty: 4747.881348
	Iteration 49Q: 3 clusters Score -1285253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1285255.750000 Penalty: 4747.881348
	Iteration 50Q: 3 clusters Score -1285256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1285254.375000 Penalty: 4747.881348
	Iteration 51Q: 3 clusters Score -1285254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1285254.875000 Penalty: 4747.881348
	Iteration 52Q: 3 clusters Score -1285255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1285256.750000 Penalty: 4747.881348
	Iteration 53Q: 3 clusters Score -1285257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1285256.750000 Penalty: 4747.881348
	Iteration 54F: 3 clusters Score -1285257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211353 members 
Entering Unmasked Estep 
Score: -18838818.000000 Penalty: 3040.798584
	Iteration 0F: 2 clusters Score -1.883882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -18696820.000000 Penalty: 6081.597168
	Iteration 0F: 3 clusters Score -1.869682e+07 nChanged 101764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -18756674.000000 Penalty: 6081.597168
	Iteration 1F: 3 clusters Score -1.875667e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -18757890.000000 Penalty: 6081.597168
	Iteration 2Q: 3 clusters Score -1.875789e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 113022 members 
Entering Unmasked Estep 
Score: -18759444.000000 Penalty: 6081.597168
	Iteration 3Q: 3 clusters Score -1.875944e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -18761552.000000 Penalty: 6081.597168
	Iteration 4Q: 3 clusters Score -1.876155e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 123538 members 
Entering Unmasked Estep 
Score: -18764910.000000 Penalty: 6081.597168
	Iteration 5Q: 3 clusters Score -1.876491e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -18770316.000000 Penalty: 6081.597168
	Iteration 6Q: 3 clusters Score -1.877032e+07 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -18779258.000000 Penalty: 6081.597168
	Iteration 7F: 3 clusters Score -1.877926e+07 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 162041 members 
Entering Unmasked Estep 
Score: -18792118.000000 Penalty: 6081.597168
	Iteration 8F: 3 clusters Score -1.879212e+07 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -18807160.000000 Penalty: 6081.597168
	Iteration 9F: 3 clusters Score -1.880716e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 193553 members 
Entering Unmasked Estep 
Score: -18820424.000000 Penalty: 6081.597168
	Iteration 10F: 3 clusters Score -1.882042e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 203180 members 
Entering Unmasked Estep 
Score: -18829336.000000 Penalty: 6081.597168
	Iteration 11Q: 3 clusters Score -1.882934e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 208051 members 
Entering Unmasked Estep 
Score: -18833630.000000 Penalty: 6081.597168
	Iteration 12Q: 3 clusters Score -1.883363e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 209944 members 
Entering Unmasked Estep 
Score: -18835080.000000 Penalty: 6081.597168
	Iteration 13Q: 3 clusters Score -1.883508e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 210604 members 
Entering Unmasked Estep 
Score: -18835604.000000 Penalty: 6081.597168
	Iteration 14Q: 3 clusters Score -1.88356e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 210821 members 
Entering Unmasked Estep 
Score: -18835836.000000 Penalty: 6081.597168
	Iteration 15Q: 3 clusters Score -1.883584e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 210913 members 
Entering Unmasked Estep 
Score: -18835932.000000 Penalty: 6081.597168
	Iteration 16Q: 3 clusters Score -1.883593e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210958 members 
Entering Unmasked Estep 
Score: -18836016.000000 Penalty: 6081.597168
	Iteration 17Q: 3 clusters Score -1.883602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 210986 members 
Entering Unmasked Estep 
Score: -18836070.000000 Penalty: 6081.597168
	Iteration 18Q: 3 clusters Score -1.883607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 211001 members 
Entering Unmasked Estep 
Score: -18836106.000000 Penalty: 6081.597168
	Iteration 19Q: 3 clusters Score -1.883611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 211013 members 
Entering Unmasked Estep 
Score: -18836124.000000 Penalty: 6081.597168
	Iteration 20F: 3 clusters Score -1.883612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 211019 members 
Entering Unmasked Estep 
Score: -18836134.000000 Penalty: 6081.597168
	Iteration 21Q: 3 clusters Score -1.883613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 211024 members 
Entering Unmasked Estep 
Score: -18836146.000000 Penalty: 6081.597168
	Iteration 22Q: 3 clusters Score -1.883615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 211028 members 
Entering Unmasked Estep 
Score: -18836152.000000 Penalty: 6081.597168
	Iteration 23Q: 3 clusters Score -1.883615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 211029 members 
Entering Unmasked Estep 
Score: -18836150.000000 Penalty: 6081.597168
	Iteration 24Q: 3 clusters Score -1.883615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 211029 members 
Entering Unmasked Estep 
Score: -18836150.000000 Penalty: 6081.597168
	Iteration 25Q: 3 clusters Score -1.883615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211033 members 
Entering Unmasked Estep 
Score: -18836156.000000 Penalty: 6081.597168
	Iteration 26Q: 3 clusters Score -1.883616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 211032 members 
Entering Unmasked Estep 
Score: -18836180.000000 Penalty: 6081.597168
	Iteration 27Q: 3 clusters Score -1.883618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211033 members 
Entering Unmasked Estep 
Score: -18836178.000000 Penalty: 6081.597168
	Iteration 28Q: 3 clusters Score -1.883618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 211032 members 
Entering Unmasked Estep 
Score: -18836184.000000 Penalty: 6081.597168
	Iteration 29Q: 3 clusters Score -1.883618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 211032 members 
Entering Unmasked Estep 
Score: -18836184.000000 Penalty: 6081.597168
	Iteration 30F: 3 clusters Score -1.883618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -320565.406250 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -320565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -316795.968750 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -316796 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -317656.781250 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -317656.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -317831.343750 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -317831.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -317960.625000 Penalty: 4090.231445
	Iteration 3F: 3 clusters Score -317960.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -318051.000000 Penalty: 4090.231445
	Iteration 4Q: 3 clusters Score -318051 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -318111.625000 Penalty: 4090.231445
	Iteration 5Q: 3 clusters Score -318111.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -318160.562500 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -318160.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -318211.187500 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -318211.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -318267.468750 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -318267.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -318336.968750 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -318337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -318414.375000 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -318414.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -318495.062500 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -318495.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -318587.093750 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -318587.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -318691.937500 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -318691.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -318788.125000 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -318788.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -318870.062500 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -318870.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -318954.093750 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -318954.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -319019.375000 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -319019.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -319093.500000 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -319093.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -319178.937500 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -319178.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -319254.843750 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -319254.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -319297.343750 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -319297.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -319336.468750 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -319336.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -319367.187500 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -319367.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -319398.843750 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -319398.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -319425.593750 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -319425.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -319452.906250 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -319452.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -319489.781250 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -319489.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -319545.187500 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -319545.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -319629.625000 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -319629.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -319728.968750 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -319729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -319792.281250 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -319792.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -319818.937500 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -319818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -319831.750000 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -319831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -319840.000000 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -319840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -319846.875000 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -319846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -319850.343750 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -319850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -319853.968750 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -319854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -319854.500000 Penalty: 4090.231445
	Iteration 38Q: 3 clusters Score -319854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -319857.656250 Penalty: 4090.231445
	Iteration 39Q: 3 clusters Score -319857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -319861.125000 Penalty: 4090.231445
	Iteration 40F: 3 clusters Score -319861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -319861.781250 Penalty: 4090.231445
	Iteration 41Q: 3 clusters Score -319861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -319862.968750 Penalty: 4090.231445
	Iteration 42Q: 3 clusters Score -319863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -319862.968750 Penalty: 4090.231445
	Iteration 43F: 3 clusters Score -319863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Entering Unmasked Estep 
Score: -2208436.000000 Penalty: 2505.978760
	Iteration 0F: 2 clusters Score -2208436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2191471.500000 Penalty: 5011.957520
	Iteration 0F: 3 clusters Score -2191472 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2197293.000000 Penalty: 5011.957520
	Iteration 1F: 3 clusters Score -2197293 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2197839.500000 Penalty: 5011.957520
	Iteration 2F: 3 clusters Score -2197840 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2198399.500000 Penalty: 5011.957520
	Iteration 3F: 3 clusters Score -2198400 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2198944.750000 Penalty: 5011.957520
	Iteration 4F: 3 clusters Score -2198945 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2199504.500000 Penalty: 5011.957520
	Iteration 5F: 3 clusters Score -2199504 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2200147.250000 Penalty: 5011.957520
	Iteration 6F: 3 clusters Score -2200147 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2200993.250000 Penalty: 5011.957520
	Iteration 7F: 3 clusters Score -2200993 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2202049.750000 Penalty: 5011.957520
	Iteration 8F: 3 clusters Score -2202050 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2203259.250000 Penalty: 5011.957520
	Iteration 9F: 3 clusters Score -2203259 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2204382.500000 Penalty: 5011.957520
	Iteration 10F: 3 clusters Score -2204382 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2205264.000000 Penalty: 5011.957520
	Iteration 11Q: 3 clusters Score -2205264 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2205983.500000 Penalty: 5011.957520
	Iteration 12Q: 3 clusters Score -2205984 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2206538.750000 Penalty: 5011.957520
	Iteration 13Q: 3 clusters Score -2206539 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2206803.750000 Penalty: 5011.957520
	Iteration 14Q: 3 clusters Score -2206804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2206890.000000 Penalty: 5011.957520
	Iteration 15Q: 3 clusters Score -2206890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2206918.250000 Penalty: 5011.957520
	Iteration 16Q: 3 clusters Score -2206918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2206932.500000 Penalty: 5011.957520
	Iteration 17Q: 3 clusters Score -2206932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2206935.000000 Penalty: 5011.957520
	Iteration 18Q: 3 clusters Score -2206935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2206945.500000 Penalty: 5011.957520
	Iteration 19Q: 3 clusters Score -2206946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2206948.750000 Penalty: 5011.957520
	Iteration 20F: 3 clusters Score -2206949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2206949.750000 Penalty: 5011.957520
	Iteration 21Q: 3 clusters Score -2206950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2206951.000000 Penalty: 5011.957520
	Iteration 22Q: 3 clusters Score -2206951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2206951.500000 Penalty: 5011.957520
	Iteration 23Q: 3 clusters Score -2206952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2206951.250000 Penalty: 5011.957520
	Iteration 24Q: 3 clusters Score -2206951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2206948.750000 Penalty: 5011.957520
	Iteration 25Q: 3 clusters Score -2206949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2206949.250000 Penalty: 5011.957520
	Iteration 26Q: 3 clusters Score -2206949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2206950.250000 Penalty: 5011.957520
	Iteration 27Q: 3 clusters Score -2206950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2206950.250000 Penalty: 5011.957520
	Iteration 28F: 3 clusters Score -2206950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -280402.500000 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -280402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -276569.156250 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -276569.2 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -277551.593750 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -277551.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -277852.000000 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -277852 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -278119.812500 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -278119.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -278310.343750 Penalty: 4106.729980
	Iteration 4F: 3 clusters Score -278310.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -278478.781250 Penalty: 4106.729980
	Iteration 5F: 3 clusters Score -278478.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -278615.062500 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -278615.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -278764.906250 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -278764.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -278898.875000 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -278898.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -279000.750000 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -279000.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -279066.125000 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -279066.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -279112.843750 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -279112.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -279146.687500 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -279146.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -279183.031250 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -279183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -279208.562500 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -279208.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -279230.906250 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -279230.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -279251.093750 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -279251.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -279271.031250 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -279271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -279295.093750 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -279295.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -279314.093750 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -279314.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -279336.906250 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -279336.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -279362.156250 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -279362.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -279380.937500 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -279380.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -279398.562500 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -279398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -279408.843750 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -279408.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -279422.875000 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -279422.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -279434.468750 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -279434.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -279448.375000 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -279448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -279459.343750 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -279459.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -279472.437500 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -279472.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -279485.156250 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -279485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -279495.968750 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -279496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -279505.031250 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -279505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -279518.343750 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -279518.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -279531.125000 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -279531.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -279541.750000 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -279541.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -279557.218750 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -279557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -279572.093750 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -279572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -279579.593750 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -279579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -279583.781250 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -279583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -279589.343750 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -279589.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -279599.468750 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -279599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -279605.687500 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -279605.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -279612.718750 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -279612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -279620.125000 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -279620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -279621.343750 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -279621.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -279622.812500 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -279622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -279623.375000 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -279623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -279623.375000 Penalty: 4106.729980
	Iteration 48F: 3 clusters Score -279623.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -181986.031250 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -181986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179252.031250 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -179252 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -179802.812500 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -179802.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -180013.203125 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -180013.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -180144.734375 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -180144.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -180230.546875 Penalty: 3824.484131
	Iteration 4Q: 3 clusters Score -180230.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -180308.687500 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -180308.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -180354.921875 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -180354.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180412.156250 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -180412.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -180454.015625 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -180454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180495.750000 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -180495.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180541.125000 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -180541.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180568.140625 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -180568.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180589.265625 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -180589.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180602.906250 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -180602.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180612.484375 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -180612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -180622.500000 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -180622.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180629.734375 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -180629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180635.734375 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -180635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180640.140625 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -180640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -180644.359375 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -180644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -180649.609375 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -180649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180655.828125 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -180655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -180662.937500 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -180662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180674.265625 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -180674.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -180685.859375 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -180685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180696.765625 Penalty: 3824.484131
	Iteration 25Q: 3 clusters Score -180696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180706.765625 Penalty: 3824.484131
	Iteration 26Q: 3 clusters Score -180706.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180720.593750 Penalty: 3824.484131
	Iteration 27Q: 3 clusters Score -180720.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -180738.546875 Penalty: 3824.484131
	Iteration 28Q: 3 clusters Score -180738.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180765.781250 Penalty: 3824.484131
	Iteration 29Q: 3 clusters Score -180765.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -180788.218750 Penalty: 3824.484131
	Iteration 30Q: 3 clusters Score -180788.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -180817.234375 Penalty: 3824.484131
	Iteration 31Q: 3 clusters Score -180817.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180847.546875 Penalty: 3824.484131
	Iteration 32Q: 3 clusters Score -180847.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180869.234375 Penalty: 3824.484131
	Iteration 33Q: 3 clusters Score -180869.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180885.171875 Penalty: 3824.484131
	Iteration 34Q: 3 clusters Score -180885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180899.203125 Penalty: 3824.484131
	Iteration 35Q: 3 clusters Score -180899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180913.593750 Penalty: 3824.484131
	Iteration 36Q: 3 clusters Score -180913.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180930.968750 Penalty: 3824.484131
	Iteration 37Q: 3 clusters Score -180931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180937.359375 Penalty: 3824.484131
	Iteration 38Q: 3 clusters Score -180937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180946.562500 Penalty: 3824.484131
	Iteration 39Q: 3 clusters Score -180946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180953.609375 Penalty: 3824.484131
	Iteration 40F: 3 clusters Score -180953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180961.671875 Penalty: 3824.484131
	Iteration 41Q: 3 clusters Score -180961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180965.046875 Penalty: 3824.484131
	Iteration 42Q: 3 clusters Score -180965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180969.953125 Penalty: 3824.484131
	Iteration 43Q: 3 clusters Score -180970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180975.953125 Penalty: 3824.484131
	Iteration 44Q: 3 clusters Score -180976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -180981.218750 Penalty: 3824.484131
	Iteration 45Q: 3 clusters Score -180981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -180987.062500 Penalty: 3824.484131
	Iteration 46Q: 3 clusters Score -180987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -180992.000000 Penalty: 3824.484131
	Iteration 47Q: 3 clusters Score -180992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -180995.875000 Penalty: 3824.484131
	Iteration 48Q: 3 clusters Score -180995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -180999.453125 Penalty: 3824.484131
	Iteration 49Q: 3 clusters Score -180999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -181005.375000 Penalty: 3824.484131
	Iteration 50Q: 3 clusters Score -181005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181010.078125 Penalty: 3824.484131
	Iteration 51Q: 3 clusters Score -181010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181012.640625 Penalty: 3824.484131
	Iteration 52Q: 3 clusters Score -181012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181014.828125 Penalty: 3824.484131
	Iteration 53Q: 3 clusters Score -181014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -181016.968750 Penalty: 3824.484131
	Iteration 54Q: 3 clusters Score -181017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -181019.468750 Penalty: 3824.484131
	Iteration 55Q: 3 clusters Score -181019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -181022.234375 Penalty: 3824.484131
	Iteration 56Q: 3 clusters Score -181022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181025.328125 Penalty: 3824.484131
	Iteration 57Q: 3 clusters Score -181025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -181030.984375 Penalty: 3824.484131
	Iteration 58Q: 3 clusters Score -181031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181037.968750 Penalty: 3824.484131
	Iteration 59Q: 3 clusters Score -181038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -181048.234375 Penalty: 3824.484131
	Iteration 60F: 3 clusters Score -181048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -181054.484375 Penalty: 3824.484131
	Iteration 61Q: 3 clusters Score -181054.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -181058.671875 Penalty: 3824.484131
	Iteration 62Q: 3 clusters Score -181058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -181061.234375 Penalty: 3824.484131
	Iteration 63Q: 3 clusters Score -181061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -181062.328125 Penalty: 3824.484131
	Iteration 64Q: 3 clusters Score -181062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181063.250000 Penalty: 3824.484131
	Iteration 65Q: 3 clusters Score -181063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -181064.375000 Penalty: 3824.484131
	Iteration 66Q: 3 clusters Score -181064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -181070.734375 Penalty: 3824.484131
	Iteration 67Q: 3 clusters Score -181070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -181077.296875 Penalty: 3824.484131
	Iteration 68Q: 3 clusters Score -181077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -181087.062500 Penalty: 3824.484131
	Iteration 69Q: 3 clusters Score -181087.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181095.296875 Penalty: 3824.484131
	Iteration 70Q: 3 clusters Score -181095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181101.390625 Penalty: 3824.484131
	Iteration 71Q: 3 clusters Score -181101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -181106.718750 Penalty: 3824.484131
	Iteration 72Q: 3 clusters Score -181106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181113.734375 Penalty: 3824.484131
	Iteration 73Q: 3 clusters Score -181113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181125.375000 Penalty: 3824.484131
	Iteration 74Q: 3 clusters Score -181125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -181136.718750 Penalty: 3824.484131
	Iteration 75Q: 3 clusters Score -181136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181146.859375 Penalty: 3824.484131
	Iteration 76Q: 3 clusters Score -181146.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -181168.437500 Penalty: 3824.484131
	Iteration 77Q: 3 clusters Score -181168.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181196.515625 Penalty: 3824.484131
	Iteration 78Q: 3 clusters Score -181196.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -181217.593750 Penalty: 3824.484131
	Iteration 79Q: 3 clusters Score -181217.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181234.375000 Penalty: 3824.484131
	Iteration 80F: 3 clusters Score -181234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181249.140625 Penalty: 3824.484131
	Iteration 81Q: 3 clusters Score -181249.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181262.937500 Penalty: 3824.484131
	Iteration 82Q: 3 clusters Score -181262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181272.593750 Penalty: 3824.484131
	Iteration 83Q: 3 clusters Score -181272.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -181284.609375 Penalty: 3824.484131
	Iteration 84Q: 3 clusters Score -181284.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -181292.156250 Penalty: 3824.484131
	Iteration 85Q: 3 clusters Score -181292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -181298.203125 Penalty: 3824.484131
	Iteration 86Q: 3 clusters Score -181298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -181304.421875 Penalty: 3824.484131
	Iteration 87Q: 3 clusters Score -181304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -181312.343750 Penalty: 3824.484131
	Iteration 88Q: 3 clusters Score -181312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -181321.468750 Penalty: 3824.484131
	Iteration 89Q: 3 clusters Score -181321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181326.687500 Penalty: 3824.484131
	Iteration 90Q: 3 clusters Score -181326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -181329.671875 Penalty: 3824.484131
	Iteration 91Q: 3 clusters Score -181329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -181330.937500 Penalty: 3824.484131
	Iteration 92Q: 3 clusters Score -181330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -181332.859375 Penalty: 3824.484131
	Iteration 93Q: 3 clusters Score -181332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181333.468750 Penalty: 3824.484131
	Iteration 94Q: 3 clusters Score -181333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181333.468750 Penalty: 3824.484131
	Iteration 95F: 3 clusters Score -181333.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Entering Unmasked Estep 
Score: -1645547.375000 Penalty: 2462.768799
	Iteration 0F: 2 clusters Score -1645547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1631176.625000 Penalty: 4925.537598
	Iteration 0F: 3 clusters Score -1631177 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1635992.375000 Penalty: 4925.537598
	Iteration 1F: 3 clusters Score -1635992 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1636380.125000 Penalty: 4925.537598
	Iteration 2F: 3 clusters Score -1636380 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1636681.375000 Penalty: 4925.537598
	Iteration 3Q: 3 clusters Score -1636681 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1636941.375000 Penalty: 4925.537598
	Iteration 4Q: 3 clusters Score -1636941 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1637154.875000 Penalty: 4925.537598
	Iteration 5Q: 3 clusters Score -1637155 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1637331.875000 Penalty: 4925.537598
	Iteration 6Q: 3 clusters Score -1637332 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1637509.625000 Penalty: 4925.537598
	Iteration 7Q: 3 clusters Score -1637510 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1637681.875000 Penalty: 4925.537598
	Iteration 8Q: 3 clusters Score -1637682 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1637905.875000 Penalty: 4925.537598
	Iteration 9Q: 3 clusters Score -1637906 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1638166.500000 Penalty: 4925.537598
	Iteration 10Q: 3 clusters Score -1638166 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1638468.500000 Penalty: 4925.537598
	Iteration 11Q: 3 clusters Score -1638468 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1638811.375000 Penalty: 4925.537598
	Iteration 12Q: 3 clusters Score -1638811 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1639182.000000 Penalty: 4925.537598
	Iteration 13Q: 3 clusters Score -1639182 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1639601.375000 Penalty: 4925.537598
	Iteration 14Q: 3 clusters Score -1639601 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1640013.125000 Penalty: 4925.537598
	Iteration 15Q: 3 clusters Score -1640013 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1640368.625000 Penalty: 4925.537598
	Iteration 16Q: 3 clusters Score -1640369 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1640646.750000 Penalty: 4925.537598
	Iteration 17Q: 3 clusters Score -1640647 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1640832.625000 Penalty: 4925.537598
	Iteration 18Q: 3 clusters Score -1640833 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1640963.750000 Penalty: 4925.537598
	Iteration 19Q: 3 clusters Score -1640964 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1641048.625000 Penalty: 4925.537598
	Iteration 20F: 3 clusters Score -1641049 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1641111.250000 Penalty: 4925.537598
	Iteration 21Q: 3 clusters Score -1641111 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1641179.500000 Penalty: 4925.537598
	Iteration 22Q: 3 clusters Score -1641180 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1641246.375000 Penalty: 4925.537598
	Iteration 23Q: 3 clusters Score -1641246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1641327.375000 Penalty: 4925.537598
	Iteration 24Q: 3 clusters Score -1641327 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1641401.250000 Penalty: 4925.537598
	Iteration 25Q: 3 clusters Score -1641401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1641484.500000 Penalty: 4925.537598
	Iteration 26Q: 3 clusters Score -1641484 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1641570.500000 Penalty: 4925.537598
	Iteration 27Q: 3 clusters Score -1641570 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1641651.375000 Penalty: 4925.537598
	Iteration 28Q: 3 clusters Score -1641651 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1641740.125000 Penalty: 4925.537598
	Iteration 29Q: 3 clusters Score -1641740 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1641809.750000 Penalty: 4925.537598
	Iteration 30Q: 3 clusters Score -1641810 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1641887.125000 Penalty: 4925.537598
	Iteration 31Q: 3 clusters Score -1641887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1641970.375000 Penalty: 4925.537598
	Iteration 32Q: 3 clusters Score -1641970 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1642059.000000 Penalty: 4925.537598
	Iteration 33Q: 3 clusters Score -1642059 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1642156.625000 Penalty: 4925.537598
	Iteration 34Q: 3 clusters Score -1642157 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1642246.125000 Penalty: 4925.537598
	Iteration 35Q: 3 clusters Score -1642246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1642347.750000 Penalty: 4925.537598
	Iteration 36Q: 3 clusters Score -1642348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1642445.750000 Penalty: 4925.537598
	Iteration 37Q: 3 clusters Score -1642446 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1642537.000000 Penalty: 4925.537598
	Iteration 38Q: 3 clusters Score -1642537 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1642632.000000 Penalty: 4925.537598
	Iteration 39Q: 3 clusters Score -1642632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1642720.750000 Penalty: 4925.537598
	Iteration 40F: 3 clusters Score -1642721 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1642813.875000 Penalty: 4925.537598
	Iteration 41Q: 3 clusters Score -1642814 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1642923.875000 Penalty: 4925.537598
	Iteration 42Q: 3 clusters Score -1642924 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1643035.750000 Penalty: 4925.537598
	Iteration 43Q: 3 clusters Score -1643036 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1643121.125000 Penalty: 4925.537598
	Iteration 44Q: 3 clusters Score -1643121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1643189.500000 Penalty: 4925.537598
	Iteration 45Q: 3 clusters Score -1643190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1643234.500000 Penalty: 4925.537598
	Iteration 46Q: 3 clusters Score -1643234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1643264.750000 Penalty: 4925.537598
	Iteration 47Q: 3 clusters Score -1643265 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1643297.625000 Penalty: 4925.537598
	Iteration 48Q: 3 clusters Score -1643298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1643326.500000 Penalty: 4925.537598
	Iteration 49Q: 3 clusters Score -1643326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1643346.750000 Penalty: 4925.537598
	Iteration 50Q: 3 clusters Score -1643347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1643359.500000 Penalty: 4925.537598
	Iteration 51Q: 3 clusters Score -1643360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1643373.375000 Penalty: 4925.537598
	Iteration 52Q: 3 clusters Score -1643373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1643384.625000 Penalty: 4925.537598
	Iteration 53Q: 3 clusters Score -1643385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1643392.250000 Penalty: 4925.537598
	Iteration 54Q: 3 clusters Score -1643392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1643398.375000 Penalty: 4925.537598
	Iteration 55Q: 3 clusters Score -1643398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1643401.250000 Penalty: 4925.537598
	Iteration 56Q: 3 clusters Score -1643401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1643400.500000 Penalty: 4925.537598
	Iteration 57Q: 3 clusters Score -1643400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1643402.250000 Penalty: 4925.537598
	Iteration 58Q: 3 clusters Score -1643402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1643410.625000 Penalty: 4925.537598
	Iteration 59Q: 3 clusters Score -1643411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1643411.125000 Penalty: 4925.537598
	Iteration 60F: 3 clusters Score -1643411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1643414.500000 Penalty: 4925.537598
	Iteration 61Q: 3 clusters Score -1643414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1643421.000000 Penalty: 4925.537598
	Iteration 62Q: 3 clusters Score -1643421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1643427.625000 Penalty: 4925.537598
	Iteration 63Q: 3 clusters Score -1643428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1643429.875000 Penalty: 4925.537598
	Iteration 64Q: 3 clusters Score -1643430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1643436.375000 Penalty: 4925.537598
	Iteration 65Q: 3 clusters Score -1643436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1643438.000000 Penalty: 4925.537598
	Iteration 66Q: 3 clusters Score -1643438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1643440.000000 Penalty: 4925.537598
	Iteration 67Q: 3 clusters Score -1643440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1643441.125000 Penalty: 4925.537598
	Iteration 68Q: 3 clusters Score -1643441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1643443.750000 Penalty: 4925.537598
	Iteration 69Q: 3 clusters Score -1643444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1643443.500000 Penalty: 4925.537598
	Iteration 70Q: 3 clusters Score -1643444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1643444.250000 Penalty: 4925.537598
	Iteration 71Q: 3 clusters Score -1643444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1643444.375000 Penalty: 4925.537598
	Iteration 72Q: 3 clusters Score -1643444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1643444.375000 Penalty: 4925.537598
	Iteration 73F: 3 clusters Score -1643444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Entering Unmasked Estep 
Score: -1023925.062500 Penalty: 2315.416260
	Iteration 0F: 2 clusters Score -1023925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1015380.750000 Penalty: 4630.832520
	Iteration 0F: 3 clusters Score -1015381 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1017756.937500 Penalty: 4630.832520
	Iteration 1F: 3 clusters Score -1017757 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1018054.625000 Penalty: 4630.832520
	Iteration 2F: 3 clusters Score -1018055 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1018270.750000 Penalty: 4630.832520
	Iteration 3Q: 3 clusters Score -1018271 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1018449.187500 Penalty: 4630.832520
	Iteration 4Q: 3 clusters Score -1018449 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1018582.000000 Penalty: 4630.832520
	Iteration 5Q: 3 clusters Score -1018582 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1018708.375000 Penalty: 4630.832520
	Iteration 6Q: 3 clusters Score -1018708 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1018814.562500 Penalty: 4630.832520
	Iteration 7Q: 3 clusters Score -1018815 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1018905.937500 Penalty: 4630.832520
	Iteration 8Q: 3 clusters Score -1018906 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1018979.625000 Penalty: 4630.832520
	Iteration 9Q: 3 clusters Score -1018980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1019054.250000 Penalty: 4630.832520
	Iteration 10Q: 3 clusters Score -1019054 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1019121.125000 Penalty: 4630.832520
	Iteration 11Q: 3 clusters Score -1019121 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1019186.812500 Penalty: 4630.832520
	Iteration 12Q: 3 clusters Score -1019187 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1019247.062500 Penalty: 4630.832520
	Iteration 13Q: 3 clusters Score -1019247 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1019314.437500 Penalty: 4630.832520
	Iteration 14Q: 3 clusters Score -1019314 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1019402.250000 Penalty: 4630.832520
	Iteration 15Q: 3 clusters Score -1019402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1019496.375000 Penalty: 4630.832520
	Iteration 16Q: 3 clusters Score -1019496 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1019595.250000 Penalty: 4630.832520
	Iteration 17Q: 3 clusters Score -1019595 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1019707.937500 Penalty: 4630.832520
	Iteration 18Q: 3 clusters Score -1019708 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1019841.000000 Penalty: 4630.832520
	Iteration 19Q: 3 clusters Score -1019841 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1020000.625000 Penalty: 4630.832520
	Iteration 20F: 3 clusters Score -1020001 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1020147.187500 Penalty: 4630.832520
	Iteration 21Q: 3 clusters Score -1020147 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1020295.875000 Penalty: 4630.832520
	Iteration 22Q: 3 clusters Score -1020296 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1020465.062500 Penalty: 4630.832520
	Iteration 23Q: 3 clusters Score -1020465 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1020629.250000 Penalty: 4630.832520
	Iteration 24Q: 3 clusters Score -1020629 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1020816.812500 Penalty: 4630.832520
	Iteration 25Q: 3 clusters Score -1020817 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1021000.312500 Penalty: 4630.832520
	Iteration 26Q: 3 clusters Score -1021000 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1021166.375000 Penalty: 4630.832520
	Iteration 27Q: 3 clusters Score -1021166 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1021321.250000 Penalty: 4630.832520
	Iteration 28Q: 3 clusters Score -1021321 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1021438.062500 Penalty: 4630.832520
	Iteration 29Q: 3 clusters Score -1021438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1021539.812500 Penalty: 4630.832520
	Iteration 30Q: 3 clusters Score -1021540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1021629.437500 Penalty: 4630.832520
	Iteration 31Q: 3 clusters Score -1021629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1021696.562500 Penalty: 4630.832520
	Iteration 32Q: 3 clusters Score -1021697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1021738.750000 Penalty: 4630.832520
	Iteration 33Q: 3 clusters Score -1021739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1021768.000000 Penalty: 4630.832520
	Iteration 34Q: 3 clusters Score -1021768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1021790.062500 Penalty: 4630.832520
	Iteration 35Q: 3 clusters Score -1021790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1021811.562500 Penalty: 4630.832520
	Iteration 36Q: 3 clusters Score -1021812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1021829.312500 Penalty: 4630.832520
	Iteration 37Q: 3 clusters Score -1021829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1021840.187500 Penalty: 4630.832520
	Iteration 38Q: 3 clusters Score -1021840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1021848.125000 Penalty: 4630.832520
	Iteration 39Q: 3 clusters Score -1021848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1021849.937500 Penalty: 4630.832520
	Iteration 40F: 3 clusters Score -1021850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1021855.312500 Penalty: 4630.832520
	Iteration 41Q: 3 clusters Score -1021855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1021862.125000 Penalty: 4630.832520
	Iteration 42Q: 3 clusters Score -1021862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1021872.500000 Penalty: 4630.832520
	Iteration 43Q: 3 clusters Score -1021872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1021877.062500 Penalty: 4630.832520
	Iteration 44Q: 3 clusters Score -1021877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1021883.000000 Penalty: 4630.832520
	Iteration 45Q: 3 clusters Score -1021883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1021886.437500 Penalty: 4630.832520
	Iteration 46Q: 3 clusters Score -1021886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1021886.687500 Penalty: 4630.832520
	Iteration 47Q: 3 clusters Score -1021887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1021888.875000 Penalty: 4630.832520
	Iteration 48Q: 3 clusters Score -1021889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1021891.187500 Penalty: 4630.832520
	Iteration 49Q: 3 clusters Score -1021891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1021892.375000 Penalty: 4630.832520
	Iteration 50Q: 3 clusters Score -1021892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1021896.937500 Penalty: 4630.832520
	Iteration 51Q: 3 clusters Score -1021897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1021901.250000 Penalty: 4630.832520
	Iteration 52Q: 3 clusters Score -1021901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1021903.312500 Penalty: 4630.832520
	Iteration 53Q: 3 clusters Score -1021903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1021907.750000 Penalty: 4630.832520
	Iteration 54Q: 3 clusters Score -1021908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1021912.375000 Penalty: 4630.832520
	Iteration 55Q: 3 clusters Score -1021912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1021915.375000 Penalty: 4630.832520
	Iteration 56Q: 3 clusters Score -1021915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1021919.687500 Penalty: 4630.832520
	Iteration 57Q: 3 clusters Score -1021920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1021925.687500 Penalty: 4630.832520
	Iteration 58Q: 3 clusters Score -1021926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1021930.437500 Penalty: 4630.832520
	Iteration 59Q: 3 clusters Score -1021930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1021937.562500 Penalty: 4630.832520
	Iteration 60F: 3 clusters Score -1021938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1021944.562500 Penalty: 4630.832520
	Iteration 61Q: 3 clusters Score -1021945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1021943.687500 Penalty: 4630.832520
	Iteration 62Q: 3 clusters Score -1021944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1021943.687500 Penalty: 4630.832520
	Iteration 63F: 3 clusters Score -1021944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Entering Unmasked Estep 
Score: -992700.437500 Penalty: 2324.475342
	Iteration 0F: 2 clusters Score -992700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -983935.125000 Penalty: 4648.950684
	Iteration 0F: 3 clusters Score -983935.1 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -986899.500000 Penalty: 4648.950684
	Iteration 1F: 3 clusters Score -986899.5 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -987394.000000 Penalty: 4648.950684
	Iteration 2F: 3 clusters Score -987394 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -987894.125000 Penalty: 4648.950684
	Iteration 3F: 3 clusters Score -987894.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -988423.312500 Penalty: 4648.950684
	Iteration 4F: 3 clusters Score -988423.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -988967.187500 Penalty: 4648.950684
	Iteration 5F: 3 clusters Score -988967.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -989479.125000 Penalty: 4648.950684
	Iteration 6F: 3 clusters Score -989479.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -989865.062500 Penalty: 4648.950684
	Iteration 7Q: 3 clusters Score -989865.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -990092.375000 Penalty: 4648.950684
	Iteration 8Q: 3 clusters Score -990092.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -990249.875000 Penalty: 4648.950684
	Iteration 9Q: 3 clusters Score -990249.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -990363.062500 Penalty: 4648.950684
	Iteration 10Q: 3 clusters Score -990363.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -990446.812500 Penalty: 4648.950684
	Iteration 11Q: 3 clusters Score -990446.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -990498.562500 Penalty: 4648.950684
	Iteration 12Q: 3 clusters Score -990498.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -990532.250000 Penalty: 4648.950684
	Iteration 13Q: 3 clusters Score -990532.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -990555.625000 Penalty: 4648.950684
	Iteration 14Q: 3 clusters Score -990555.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -990577.625000 Penalty: 4648.950684
	Iteration 15Q: 3 clusters Score -990577.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -990596.812500 Penalty: 4648.950684
	Iteration 16Q: 3 clusters Score -990596.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -990607.125000 Penalty: 4648.950684
	Iteration 17Q: 3 clusters Score -990607.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -990614.687500 Penalty: 4648.950684
	Iteration 18Q: 3 clusters Score -990614.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -990620.312500 Penalty: 4648.950684
	Iteration 19Q: 3 clusters Score -990620.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -990627.000000 Penalty: 4648.950684
	Iteration 20F: 3 clusters Score -990627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -990632.437500 Penalty: 4648.950684
	Iteration 21Q: 3 clusters Score -990632.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -990639.312500 Penalty: 4648.950684
	Iteration 22Q: 3 clusters Score -990639.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -990651.625000 Penalty: 4648.950684
	Iteration 23Q: 3 clusters Score -990651.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -990662.312500 Penalty: 4648.950684
	Iteration 24Q: 3 clusters Score -990662.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -990677.687500 Penalty: 4648.950684
	Iteration 25Q: 3 clusters Score -990677.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -990691.812500 Penalty: 4648.950684
	Iteration 26Q: 3 clusters Score -990691.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -990708.062500 Penalty: 4648.950684
	Iteration 27Q: 3 clusters Score -990708.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -990734.812500 Penalty: 4648.950684
	Iteration 28Q: 3 clusters Score -990734.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -990768.250000 Penalty: 4648.950684
	Iteration 29Q: 3 clusters Score -990768.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -990830.375000 Penalty: 4648.950684
	Iteration 30Q: 3 clusters Score -990830.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -990890.562500 Penalty: 4648.950684
	Iteration 31Q: 3 clusters Score -990890.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -990938.937500 Penalty: 4648.950684
	Iteration 32Q: 3 clusters Score -990938.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -990993.125000 Penalty: 4648.950684
	Iteration 33Q: 3 clusters Score -990993.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -991045.937500 Penalty: 4648.950684
	Iteration 34Q: 3 clusters Score -991045.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -991116.000000 Penalty: 4648.950684
	Iteration 35Q: 3 clusters Score -991116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -991174.937500 Penalty: 4648.950684
	Iteration 36Q: 3 clusters Score -991174.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -991234.687500 Penalty: 4648.950684
	Iteration 37Q: 3 clusters Score -991234.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -991285.062500 Penalty: 4648.950684
	Iteration 38Q: 3 clusters Score -991285.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -991325.187500 Penalty: 4648.950684
	Iteration 39Q: 3 clusters Score -991325.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -991360.437500 Penalty: 4648.950684
	Iteration 40F: 3 clusters Score -991360.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -991388.187500 Penalty: 4648.950684
	Iteration 41Q: 3 clusters Score -991388.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -991416.125000 Penalty: 4648.950684
	Iteration 42Q: 3 clusters Score -991416.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -991445.562500 Penalty: 4648.950684
	Iteration 43Q: 3 clusters Score -991445.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -991468.687500 Penalty: 4648.950684
	Iteration 44Q: 3 clusters Score -991468.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -991491.687500 Penalty: 4648.950684
	Iteration 45Q: 3 clusters Score -991491.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -991499.125000 Penalty: 4648.950684
	Iteration 46Q: 3 clusters Score -991499.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -991505.812500 Penalty: 4648.950684
	Iteration 47Q: 3 clusters Score -991505.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -991510.812500 Penalty: 4648.950684
	Iteration 48Q: 3 clusters Score -991510.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -991519.812500 Penalty: 4648.950684
	Iteration 49Q: 3 clusters Score -991519.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -991528.375000 Penalty: 4648.950684
	Iteration 50Q: 3 clusters Score -991528.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -991536.062500 Penalty: 4648.950684
	Iteration 51Q: 3 clusters Score -991536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -991539.062500 Penalty: 4648.950684
	Iteration 52Q: 3 clusters Score -991539.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -991540.312500 Penalty: 4648.950684
	Iteration 53Q: 3 clusters Score -991540.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -991545.437500 Penalty: 4648.950684
	Iteration 54Q: 3 clusters Score -991545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -991547.562500 Penalty: 4648.950684
	Iteration 55Q: 3 clusters Score -991547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -991553.937500 Penalty: 4648.950684
	Iteration 56Q: 3 clusters Score -991553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -991556.062500 Penalty: 4648.950684
	Iteration 57Q: 3 clusters Score -991556.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -991560.375000 Penalty: 4648.950684
	Iteration 58Q: 3 clusters Score -991560.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -991562.062500 Penalty: 4648.950684
	Iteration 59Q: 3 clusters Score -991562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -991564.187500 Penalty: 4648.950684
	Iteration 60F: 3 clusters Score -991564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -991564.687500 Penalty: 4648.950684
	Iteration 61Q: 3 clusters Score -991564.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -991565.812500 Penalty: 4648.950684
	Iteration 62Q: 3 clusters Score -991565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -991568.125000 Penalty: 4648.950684
	Iteration 63Q: 3 clusters Score -991568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -991566.937500 Penalty: 4648.950684
	Iteration 64Q: 3 clusters Score -991566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -991566.750000 Penalty: 4648.950684
	Iteration 65Q: 3 clusters Score -991566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -991565.250000 Penalty: 4648.950684
	Iteration 66Q: 3 clusters Score -991565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -991567.250000 Penalty: 4648.950684
	Iteration 67Q: 3 clusters Score -991567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -991568.437500 Penalty: 4648.950684
	Iteration 68Q: 3 clusters Score -991568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -991570.250000 Penalty: 4648.950684
	Iteration 69Q: 3 clusters Score -991570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -991574.062500 Penalty: 4648.950684
	Iteration 70Q: 3 clusters Score -991574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -991572.062500 Penalty: 4648.950684
	Iteration 71Q: 3 clusters Score -991572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -991574.187500 Penalty: 4648.950684
	Iteration 72Q: 3 clusters Score -991574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -991574.187500 Penalty: 4648.950684
	Iteration 73F: 3 clusters Score -991574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Entering Unmasked Estep 
Score: -1443839.875000 Penalty: 2414.487793
	Iteration 0F: 2 clusters Score -1443840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1431864.000000 Penalty: 4828.975586
	Iteration 0F: 3 clusters Score -1431864 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1435881.750000 Penalty: 4828.975586
	Iteration 1F: 3 clusters Score -1435882 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1436362.125000 Penalty: 4828.975586
	Iteration 2F: 3 clusters Score -1436362 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1436820.500000 Penalty: 4828.975586
	Iteration 3F: 3 clusters Score -1436820 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1437245.125000 Penalty: 4828.975586
	Iteration 4F: 3 clusters Score -1437245 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1437645.750000 Penalty: 4828.975586
	Iteration 5Q: 3 clusters Score -1437646 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1438037.250000 Penalty: 4828.975586
	Iteration 6Q: 3 clusters Score -1438037 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1438353.125000 Penalty: 4828.975586
	Iteration 7Q: 3 clusters Score -1438353 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1438679.500000 Penalty: 4828.975586
	Iteration 8Q: 3 clusters Score -1438680 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1438982.000000 Penalty: 4828.975586
	Iteration 9Q: 3 clusters Score -1438982 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1439267.000000 Penalty: 4828.975586
	Iteration 10Q: 3 clusters Score -1439267 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1439519.625000 Penalty: 4828.975586
	Iteration 11Q: 3 clusters Score -1439520 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1439770.875000 Penalty: 4828.975586
	Iteration 12Q: 3 clusters Score -1439771 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1440015.375000 Penalty: 4828.975586
	Iteration 13Q: 3 clusters Score -1440015 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1440272.375000 Penalty: 4828.975586
	Iteration 14Q: 3 clusters Score -1440272 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1440503.250000 Penalty: 4828.975586
	Iteration 15Q: 3 clusters Score -1440503 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1440726.000000 Penalty: 4828.975586
	Iteration 16Q: 3 clusters Score -1440726 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1440949.500000 Penalty: 4828.975586
	Iteration 17Q: 3 clusters Score -1440950 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1441144.250000 Penalty: 4828.975586
	Iteration 18Q: 3 clusters Score -1441144 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1441304.125000 Penalty: 4828.975586
	Iteration 19Q: 3 clusters Score -1441304 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1441460.125000 Penalty: 4828.975586
	Iteration 20F: 3 clusters Score -1441460 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1441613.875000 Penalty: 4828.975586
	Iteration 21Q: 3 clusters Score -1441614 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1441771.375000 Penalty: 4828.975586
	Iteration 22Q: 3 clusters Score -1441771 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1441935.625000 Penalty: 4828.975586
	Iteration 23Q: 3 clusters Score -1441936 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1442081.625000 Penalty: 4828.975586
	Iteration 24Q: 3 clusters Score -1442082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1442182.000000 Penalty: 4828.975586
	Iteration 25Q: 3 clusters Score -1442182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1442258.500000 Penalty: 4828.975586
	Iteration 26Q: 3 clusters Score -1442258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1442302.250000 Penalty: 4828.975586
	Iteration 27Q: 3 clusters Score -1442302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1442348.875000 Penalty: 4828.975586
	Iteration 28Q: 3 clusters Score -1442349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1442374.000000 Penalty: 4828.975586
	Iteration 29Q: 3 clusters Score -1442374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1442399.625000 Penalty: 4828.975586
	Iteration 30Q: 3 clusters Score -1442400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1442421.000000 Penalty: 4828.975586
	Iteration 31Q: 3 clusters Score -1442421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1442428.750000 Penalty: 4828.975586
	Iteration 32Q: 3 clusters Score -1442429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1442438.250000 Penalty: 4828.975586
	Iteration 33Q: 3 clusters Score -1442438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1442438.000000 Penalty: 4828.975586
	Iteration 34Q: 3 clusters Score -1442438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1442440.375000 Penalty: 4828.975586
	Iteration 35Q: 3 clusters Score -1442440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1442439.750000 Penalty: 4828.975586
	Iteration 36Q: 3 clusters Score -1442440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1442442.250000 Penalty: 4828.975586
	Iteration 37Q: 3 clusters Score -1442442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1442441.500000 Penalty: 4828.975586
	Iteration 38Q: 3 clusters Score -1442442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1442441.500000 Penalty: 4828.975586
	Iteration 39F: 3 clusters Score -1442442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25548 members 
Mstep: Class 4 contains 17233 members 
Mstep: Class 5 contains 67322 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18598 members 
Mstep: Class 11 contains 471000 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22759 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40322 members 
Mstep: Class 18 contains 128539 members 
Mstep: Class 19 contains 152294 members 
Mstep: Class 20 contains 212219 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 105822 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211353 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24459 members 
Mstep: Class 27 contains 3943 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 11343 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451632.000000 Penalty: 113876.406250
Iteration 159Q: 33 clusters Score -1.464516e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25550 members 
Mstep: Class 4 contains 17232 members 
Mstep: Class 5 contains 67326 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 470899 members 
Mstep: Class 12 contains 26272 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22755 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40323 members 
Mstep: Class 18 contains 128570 members 
Mstep: Class 19 contains 152299 members 
Mstep: Class 20 contains 212206 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 105897 members 
Mstep: Class 23 contains 14360 members 
Mstep: Class 24 contains 211339 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3946 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 20548 members 
Mstep: Class 30 contains 11353 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451712.000000 Penalty: 113876.406250
Iteration 160F: 33 clusters Score -1.464517e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25549 members 
Mstep: Class 4 contains 17230 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18602 members 
Mstep: Class 11 contains 470792 members 
Mstep: Class 12 contains 26278 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22747 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40324 members 
Mstep: Class 18 contains 128601 members 
Mstep: Class 19 contains 152301 members 
Mstep: Class 20 contains 212196 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 105972 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211331 members 
Mstep: Class 25 contains 3814 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3949 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20552 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451328.000000 Penalty: 113876.406250
Iteration 161Q: 33 clusters Score -1.464513e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25546 members 
Mstep: Class 4 contains 17232 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18602 members 
Mstep: Class 11 contains 470686 members 
Mstep: Class 12 contains 26283 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22738 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40324 members 
Mstep: Class 18 contains 128634 members 
Mstep: Class 19 contains 152309 members 
Mstep: Class 20 contains 212184 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 106040 members 
Mstep: Class 23 contains 14363 members 
Mstep: Class 24 contains 211323 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3952 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20562 members 
Mstep: Class 30 contains 11376 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451456.000000 Penalty: 113876.406250
Iteration 162Q: 33 clusters Score -1.464515e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25543 members 
Mstep: Class 4 contains 17232 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18607 members 
Mstep: Class 11 contains 470597 members 
Mstep: Class 12 contains 26285 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22731 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 40326 members 
Mstep: Class 18 contains 128655 members 
Mstep: Class 19 contains 152319 members 
Mstep: Class 20 contains 212166 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 106104 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211317 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 3956 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20575 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451520.000000 Penalty: 113876.406250
Iteration 163Q: 33 clusters Score -1.464515e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 17232 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18611 members 
Mstep: Class 11 contains 470504 members 
Mstep: Class 12 contains 26288 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22727 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40329 members 
Mstep: Class 18 contains 128684 members 
Mstep: Class 19 contains 152323 members 
Mstep: Class 20 contains 212163 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 106161 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 211308 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 3956 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20579 members 
Mstep: Class 30 contains 11394 members 
Mstep: Class 31 contains 11767 members 
Mstep: Class 32 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451616.000000 Penalty: 113876.406250
Iteration 164Q: 33 clusters Score -1.464516e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25534 members 
Mstep: Class 4 contains 17231 members 
Mstep: Class 5 contains 67335 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18611 members 
Mstep: Class 11 contains 470404 members 
Mstep: Class 12 contains 26292 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 22723 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 40334 members 
Mstep: Class 18 contains 128719 members 
Mstep: Class 19 contains 152332 members 
Mstep: Class 20 contains 212147 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 106223 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 211299 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 3956 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20584 members 
Mstep: Class 30 contains 11404 members 
Mstep: Class 31 contains 11766 members 
Mstep: Class 32 contains 16914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451552.000000 Penalty: 113876.406250
Iteration 165Q: 33 clusters Score -1.464516e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25527 members 
Mstep: Class 4 contains 17227 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16290 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18616 members 
Mstep: Class 11 contains 470304 members 
Mstep: Class 12 contains 26295 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40336 members 
Mstep: Class 18 contains 128744 members 
Mstep: Class 19 contains 152344 members 
Mstep: Class 20 contains 212146 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 106288 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 211289 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24459 members 
Mstep: Class 27 contains 3957 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20588 members 
Mstep: Class 30 contains 11413 members 
Mstep: Class 31 contains 11765 members 
Mstep: Class 32 contains 16915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451664.000000 Penalty: 113876.406250
Iteration 166Q: 33 clusters Score -1.464517e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 17221 members 
Mstep: Class 5 contains 67335 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18619 members 
Mstep: Class 11 contains 470212 members 
Mstep: Class 12 contains 26300 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 22709 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40338 members 
Mstep: Class 18 contains 128769 members 
Mstep: Class 19 contains 152355 members 
Mstep: Class 20 contains 212140 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106348 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 211293 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24459 members 
Mstep: Class 27 contains 3959 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20593 members 
Mstep: Class 30 contains 11422 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451824.000000 Penalty: 113876.406250
Iteration 167Q: 33 clusters Score -1.464518e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25520 members 
Mstep: Class 4 contains 17219 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18623 members 
Mstep: Class 11 contains 470115 members 
Mstep: Class 12 contains 26301 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40340 members 
Mstep: Class 18 contains 128787 members 
Mstep: Class 19 contains 152367 members 
Mstep: Class 20 contains 212128 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106415 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211294 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24461 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20594 members 
Mstep: Class 30 contains 11429 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451872.000000 Penalty: 113876.406250
Iteration 168Q: 33 clusters Score -1.464519e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 67328 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18626 members 
Mstep: Class 11 contains 470040 members 
Mstep: Class 12 contains 26301 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22699 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40341 members 
Mstep: Class 18 contains 128803 members 
Mstep: Class 19 contains 152373 members 
Mstep: Class 20 contains 212119 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 106477 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211295 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24460 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20599 members 
Mstep: Class 30 contains 11437 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451856.000000 Penalty: 113876.406250
Iteration 169Q: 33 clusters Score -1.464519e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17219 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18628 members 
Mstep: Class 11 contains 469940 members 
Mstep: Class 12 contains 26304 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22695 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40343 members 
Mstep: Class 18 contains 128822 members 
Mstep: Class 19 contains 152377 members 
Mstep: Class 20 contains 212113 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106553 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 211290 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24459 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20603 members 
Mstep: Class 30 contains 11444 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452048.000000 Penalty: 113876.406250
Iteration 170Q: 33 clusters Score -1.46452e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17220 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18633 members 
Mstep: Class 11 contains 469852 members 
Mstep: Class 12 contains 26311 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22692 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40349 members 
Mstep: Class 18 contains 128839 members 
Mstep: Class 19 contains 152385 members 
Mstep: Class 20 contains 212104 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106607 members 
Mstep: Class 23 contains 14364 members 
Mstep: Class 24 contains 211284 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20611 members 
Mstep: Class 30 contains 11448 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451936.000000 Penalty: 113876.406250
Iteration 171Q: 33 clusters Score -1.464519e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17223 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 469773 members 
Mstep: Class 12 contains 26315 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22692 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 40356 members 
Mstep: Class 18 contains 128855 members 
Mstep: Class 19 contains 152389 members 
Mstep: Class 20 contains 212085 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106674 members 
Mstep: Class 23 contains 14366 members 
Mstep: Class 24 contains 211274 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20608 members 
Mstep: Class 30 contains 11450 members 
Mstep: Class 31 contains 11763 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452064.000000 Penalty: 113876.406250
Iteration 172Q: 33 clusters Score -1.464521e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 26811 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17226 members 
Mstep: Class 5 contains 67328 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16293 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 469699 members 
Mstep: Class 12 contains 26319 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22692 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40358 members 
Mstep: Class 18 contains 128871 members 
Mstep: Class 19 contains 152392 members 
Mstep: Class 20 contains 212071 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106735 members 
Mstep: Class 23 contains 14369 members 
Mstep: Class 24 contains 211268 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20604 members 
Mstep: Class 30 contains 11454 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452160.000000 Penalty: 113876.406250
Iteration 173Q: 33 clusters Score -1.464522e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 25516 members 
Mstep: Class 4 contains 17227 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 469648 members 
Mstep: Class 12 contains 26323 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40360 members 
Mstep: Class 18 contains 128881 members 
Mstep: Class 19 contains 152395 members 
Mstep: Class 20 contains 212063 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106785 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 211254 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20605 members 
Mstep: Class 30 contains 11460 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451968.000000 Penalty: 113876.406250
Iteration 174Q: 33 clusters Score -1.46452e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 26811 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17227 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 469593 members 
Mstep: Class 12 contains 26323 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40365 members 
Mstep: Class 18 contains 128890 members 
Mstep: Class 19 contains 152397 members 
Mstep: Class 20 contains 212045 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106844 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 211245 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20607 members 
Mstep: Class 30 contains 11467 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451968.000000 Penalty: 113876.406250
Iteration 175Q: 33 clusters Score -1.46452e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 26812 members 
Mstep: Class 3 contains 25516 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 469525 members 
Mstep: Class 12 contains 26327 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22684 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40369 members 
Mstep: Class 18 contains 128901 members 
Mstep: Class 19 contains 152400 members 
Mstep: Class 20 contains 212040 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106897 members 
Mstep: Class 23 contains 14372 members 
Mstep: Class 24 contains 211239 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20612 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451888.000000 Penalty: 113876.406250
Iteration 176Q: 33 clusters Score -1.464519e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25515 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 67335 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 469469 members 
Mstep: Class 12 contains 26329 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22680 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40373 members 
Mstep: Class 18 contains 128907 members 
Mstep: Class 19 contains 152401 members 
Mstep: Class 20 contains 212026 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106946 members 
Mstep: Class 23 contains 14375 members 
Mstep: Class 24 contains 211238 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20620 members 
Mstep: Class 30 contains 11475 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451952.000000 Penalty: 113876.406250
Iteration 177Q: 33 clusters Score -1.46452e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 469418 members 
Mstep: Class 12 contains 26334 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22678 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 40378 members 
Mstep: Class 18 contains 128921 members 
Mstep: Class 19 contains 152406 members 
Mstep: Class 20 contains 212006 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 106990 members 
Mstep: Class 23 contains 14376 members 
Mstep: Class 24 contains 211236 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24456 members 
Mstep: Class 27 contains 3961 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20622 members 
Mstep: Class 30 contains 11478 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451952.000000 Penalty: 113876.406250
Iteration 178Q: 33 clusters Score -1.46452e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17224 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 469360 members 
Mstep: Class 12 contains 26337 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22678 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 40385 members 
Mstep: Class 18 contains 128937 members 
Mstep: Class 19 contains 152411 members 
Mstep: Class 20 contains 212002 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 107034 members 
Mstep: Class 23 contains 14377 members 
Mstep: Class 24 contains 211227 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24454 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 11477 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452000.000000 Penalty: 113876.406250
Iteration 179Q: 33 clusters Score -1.46452e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17223 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18639 members 
Mstep: Class 11 contains 469297 members 
Mstep: Class 12 contains 26339 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22678 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 40392 members 
Mstep: Class 18 contains 128951 members 
Mstep: Class 19 contains 152417 members 
Mstep: Class 20 contains 211997 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 107089 members 
Mstep: Class 23 contains 14378 members 
Mstep: Class 24 contains 211219 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24451 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20621 members 
Mstep: Class 30 contains 11479 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451920.000000 Penalty: 113876.406250
Iteration 180F: 33 clusters Score -1.464519e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17222 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 469235 members 
Mstep: Class 12 contains 26339 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22677 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 40395 members 
Mstep: Class 18 contains 128960 members 
Mstep: Class 19 contains 152423 members 
Mstep: Class 20 contains 211996 members 
Mstep: Class 21 contains 8581 members 
Mstep: Class 22 contains 107141 members 
Mstep: Class 23 contains 14380 members 
Mstep: Class 24 contains 211213 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 20620 members 
Mstep: Class 30 contains 11481 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452048.000000 Penalty: 113876.406250
Iteration 181Q: 33 clusters Score -1.46452e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 26815 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17221 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 469178 members 
Mstep: Class 12 contains 26340 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22676 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40396 members 
Mstep: Class 18 contains 128980 members 
Mstep: Class 19 contains 152430 members 
Mstep: Class 20 contains 211987 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107180 members 
Mstep: Class 23 contains 14381 members 
Mstep: Class 24 contains 211205 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24452 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 20624 members 
Mstep: Class 30 contains 11483 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452048.000000 Penalty: 113876.406250
Iteration 182Q: 33 clusters Score -1.46452e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17219 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 469112 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40401 members 
Mstep: Class 18 contains 128994 members 
Mstep: Class 19 contains 152436 members 
Mstep: Class 20 contains 211980 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107229 members 
Mstep: Class 23 contains 14381 members 
Mstep: Class 24 contains 211197 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24452 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20627 members 
Mstep: Class 30 contains 11483 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452080.000000 Penalty: 113876.406250
Iteration 183Q: 33 clusters Score -1.464521e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 469063 members 
Mstep: Class 12 contains 26345 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40406 members 
Mstep: Class 18 contains 129012 members 
Mstep: Class 19 contains 152441 members 
Mstep: Class 20 contains 211973 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107268 members 
Mstep: Class 23 contains 14381 members 
Mstep: Class 24 contains 211189 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24451 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20626 members 
Mstep: Class 30 contains 11483 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452128.000000 Penalty: 113876.406250
Iteration 184Q: 33 clusters Score -1.464521e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17217 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16293 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 469000 members 
Mstep: Class 12 contains 26345 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40410 members 
Mstep: Class 18 contains 129030 members 
Mstep: Class 19 contains 152448 members 
Mstep: Class 20 contains 211971 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107320 members 
Mstep: Class 23 contains 14380 members 
Mstep: Class 24 contains 211179 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 11483 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451984.000000 Penalty: 113876.406250
Iteration 185Q: 33 clusters Score -1.46452e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25519 members 
Mstep: Class 4 contains 17217 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18634 members 
Mstep: Class 11 contains 468920 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40413 members 
Mstep: Class 18 contains 129057 members 
Mstep: Class 19 contains 152447 members 
Mstep: Class 20 contains 211969 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107380 members 
Mstep: Class 23 contains 14381 members 
Mstep: Class 24 contains 211171 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20637 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452080.000000 Penalty: 113876.406250
Iteration 186Q: 33 clusters Score -1.464521e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17216 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18630 members 
Mstep: Class 11 contains 468834 members 
Mstep: Class 12 contains 26345 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40413 members 
Mstep: Class 18 contains 129086 members 
Mstep: Class 19 contains 152451 members 
Mstep: Class 20 contains 211963 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107444 members 
Mstep: Class 23 contains 14384 members 
Mstep: Class 24 contains 211159 members 
Mstep: Class 25 contains 3816 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20643 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452112.000000 Penalty: 113876.406250
Iteration 187Q: 33 clusters Score -1.464521e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18631 members 
Mstep: Class 11 contains 468766 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22674 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40411 members 
Mstep: Class 18 contains 129105 members 
Mstep: Class 19 contains 152454 members 
Mstep: Class 20 contains 211956 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107508 members 
Mstep: Class 23 contains 14386 members 
Mstep: Class 24 contains 211150 members 
Mstep: Class 25 contains 3817 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20644 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11759 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452128.000000 Penalty: 113876.406250
Iteration 188Q: 33 clusters Score -1.464521e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25516 members 
Mstep: Class 4 contains 17217 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18631 members 
Mstep: Class 11 contains 468698 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22674 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40412 members 
Mstep: Class 18 contains 129127 members 
Mstep: Class 19 contains 152455 members 
Mstep: Class 20 contains 211945 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107575 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 211139 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24448 members 
Mstep: Class 27 contains 3962 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20646 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11758 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452048.000000 Penalty: 113876.406250
Iteration 189Q: 33 clusters Score -1.46452e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25516 members 
Mstep: Class 4 contains 17216 members 
Mstep: Class 5 contains 67329 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18633 members 
Mstep: Class 11 contains 468631 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22673 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40412 members 
Mstep: Class 18 contains 129144 members 
Mstep: Class 19 contains 152456 members 
Mstep: Class 20 contains 211935 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107635 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 211135 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3965 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20649 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11757 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452112.000000 Penalty: 113876.406250
Iteration 190Q: 33 clusters Score -1.464521e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17214 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16293 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18634 members 
Mstep: Class 11 contains 468568 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 22672 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40412 members 
Mstep: Class 18 contains 129152 members 
Mstep: Class 19 contains 152459 members 
Mstep: Class 20 contains 211929 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107690 members 
Mstep: Class 23 contains 14391 members 
Mstep: Class 24 contains 211131 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3966 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20652 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11756 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451936.000000 Penalty: 113876.406250
Iteration 191Q: 33 clusters Score -1.464519e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 17211 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 468526 members 
Mstep: Class 12 contains 26345 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 22672 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40412 members 
Mstep: Class 18 contains 129159 members 
Mstep: Class 19 contains 152453 members 
Mstep: Class 20 contains 211923 members 
Mstep: Class 21 contains 8581 members 
Mstep: Class 22 contains 107740 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211126 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3966 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20655 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 11759 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452000.000000 Penalty: 113876.406250
Iteration 192Q: 33 clusters Score -1.46452e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17209 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18634 members 
Mstep: Class 11 contains 468480 members 
Mstep: Class 12 contains 26347 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22671 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40413 members 
Mstep: Class 18 contains 129165 members 
Mstep: Class 19 contains 152452 members 
Mstep: Class 20 contains 211918 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 107783 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211126 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3966 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20655 members 
Mstep: Class 30 contains 11483 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451952.000000 Penalty: 113876.406250
Iteration 193Q: 33 clusters Score -1.46452e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17208 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 468432 members 
Mstep: Class 12 contains 26346 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 22667 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40415 members 
Mstep: Class 18 contains 129171 members 
Mstep: Class 19 contains 152451 members 
Mstep: Class 20 contains 211920 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 107824 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211125 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20657 members 
Mstep: Class 30 contains 11484 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452000.000000 Penalty: 113876.406250
Iteration 194Q: 33 clusters Score -1.46452e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17206 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18636 members 
Mstep: Class 11 contains 468371 members 
Mstep: Class 12 contains 26345 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22663 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40419 members 
Mstep: Class 18 contains 129178 members 
Mstep: Class 19 contains 152452 members 
Mstep: Class 20 contains 211921 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 107870 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 211125 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20661 members 
Mstep: Class 30 contains 11486 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452032.000000 Penalty: 113876.406250
Iteration 195Q: 33 clusters Score -1.46452e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25518 members 
Mstep: Class 4 contains 17204 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 468301 members 
Mstep: Class 12 contains 26346 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22659 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40419 members 
Mstep: Class 18 contains 129188 members 
Mstep: Class 19 contains 152450 members 
Mstep: Class 20 contains 211920 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 107923 members 
Mstep: Class 23 contains 14395 members 
Mstep: Class 24 contains 211125 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20667 members 
Mstep: Class 30 contains 11489 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452064.000000 Penalty: 113876.406250
Iteration 196Q: 33 clusters Score -1.464521e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25516 members 
Mstep: Class 4 contains 17203 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18638 members 
Mstep: Class 11 contains 468239 members 
Mstep: Class 12 contains 26348 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22654 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40419 members 
Mstep: Class 18 contains 129202 members 
Mstep: Class 19 contains 152451 members 
Mstep: Class 20 contains 211922 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 107966 members 
Mstep: Class 23 contains 14395 members 
Mstep: Class 24 contains 211125 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20677 members 
Mstep: Class 30 contains 11492 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452080.000000 Penalty: 113876.406250
Iteration 197Q: 33 clusters Score -1.464521e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25514 members 
Mstep: Class 4 contains 17200 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18638 members 
Mstep: Class 11 contains 468179 members 
Mstep: Class 12 contains 26354 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22648 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40424 members 
Mstep: Class 18 contains 129211 members 
Mstep: Class 19 contains 152453 members 
Mstep: Class 20 contains 211920 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108006 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 211128 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20681 members 
Mstep: Class 30 contains 11495 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452112.000000 Penalty: 113876.406250
Iteration 198Q: 33 clusters Score -1.464521e+08 nChanged 102
Entering ConstructFrom: 
Score: -146452112.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (24038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Entering Unmasked Estep 
Score: -2068776.750000 Penalty: 2501.672852
	Iteration 0F: 2 clusters Score -2068777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2052164.750000 Penalty: 5003.345703
	Iteration 0F: 3 clusters Score -2052165 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2058573.375000 Penalty: 5003.345703
	Iteration 1F: 3 clusters Score -2058573 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2059632.375000 Penalty: 5003.345703
	Iteration 2F: 3 clusters Score -2059632 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2060796.750000 Penalty: 5003.345703
	Iteration 3F: 3 clusters Score -2060797 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2061932.125000 Penalty: 5003.345703
	Iteration 4F: 3 clusters Score -2061932 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2062948.125000 Penalty: 5003.345703
	Iteration 5F: 3 clusters Score -2062948 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2063808.250000 Penalty: 5003.345703
	Iteration 6F: 3 clusters Score -2063808 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2064533.000000 Penalty: 5003.345703
	Iteration 7Q: 3 clusters Score -2064533 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2065216.250000 Penalty: 5003.345703
	Iteration 8Q: 3 clusters Score -2065216 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2065885.625000 Penalty: 5003.345703
	Iteration 9Q: 3 clusters Score -2065886 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2066442.750000 Penalty: 5003.345703
	Iteration 10Q: 3 clusters Score -2066443 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2066759.875000 Penalty: 5003.345703
	Iteration 11Q: 3 clusters Score -2066760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2066922.500000 Penalty: 5003.345703
	Iteration 12Q: 3 clusters Score -2066922 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2067039.250000 Penalty: 5003.345703
	Iteration 13Q: 3 clusters Score -2067039 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2067099.625000 Penalty: 5003.345703
	Iteration 14Q: 3 clusters Score -2067100 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2067152.375000 Penalty: 5003.345703
	Iteration 15Q: 3 clusters Score -2067152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2067192.750000 Penalty: 5003.345703
	Iteration 16Q: 3 clusters Score -2067193 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2067214.750000 Penalty: 5003.345703
	Iteration 17Q: 3 clusters Score -2067215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2067237.750000 Penalty: 5003.345703
	Iteration 18Q: 3 clusters Score -2067238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2067258.875000 Penalty: 5003.345703
	Iteration 19Q: 3 clusters Score -2067259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2067267.500000 Penalty: 5003.345703
	Iteration 20F: 3 clusters Score -2067268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2067276.375000 Penalty: 5003.345703
	Iteration 21Q: 3 clusters Score -2067276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2067281.875000 Penalty: 5003.345703
	Iteration 22Q: 3 clusters Score -2067282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2067293.500000 Penalty: 5003.345703
	Iteration 23Q: 3 clusters Score -2067294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2067301.125000 Penalty: 5003.345703
	Iteration 24Q: 3 clusters Score -2067301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2067301.375000 Penalty: 5003.345703
	Iteration 25Q: 3 clusters Score -2067301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2067311.250000 Penalty: 5003.345703
	Iteration 26Q: 3 clusters Score -2067311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2067314.375000 Penalty: 5003.345703
	Iteration 27Q: 3 clusters Score -2067314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2067312.500000 Penalty: 5003.345703
	Iteration 28Q: 3 clusters Score -2067312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2067316.250000 Penalty: 5003.345703
	Iteration 29Q: 3 clusters Score -2067316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2067317.750000 Penalty: 5003.345703
	Iteration 30Q: 3 clusters Score -2067318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2067322.750000 Penalty: 5003.345703
	Iteration 31Q: 3 clusters Score -2067323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2067322.500000 Penalty: 5003.345703
	Iteration 32Q: 3 clusters Score -2067322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2067327.750000 Penalty: 5003.345703
	Iteration 33Q: 3 clusters Score -2067328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2067331.875000 Penalty: 5003.345703
	Iteration 34Q: 3 clusters Score -2067332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2067333.000000 Penalty: 5003.345703
	Iteration 35Q: 3 clusters Score -2067333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2067333.375000 Penalty: 5003.345703
	Iteration 36Q: 3 clusters Score -2067333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2067330.750000 Penalty: 5003.345703
	Iteration 37Q: 3 clusters Score -2067331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2067331.625000 Penalty: 5003.345703
	Iteration 38Q: 3 clusters Score -2067332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2067335.500000 Penalty: 5003.345703
	Iteration 39Q: 3 clusters Score -2067336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2067331.125000 Penalty: 5003.345703
	Iteration 40F: 3 clusters Score -2067331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2067333.500000 Penalty: 5003.345703
	Iteration 41Q: 3 clusters Score -2067334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2067333.750000 Penalty: 5003.345703
	Iteration 42Q: 3 clusters Score -2067334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2067333.625000 Penalty: 5003.345703
	Iteration 43Q: 3 clusters Score -2067334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2067333.625000 Penalty: 5003.345703
	Iteration 44F: 3 clusters Score -2067334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Entering Unmasked Estep 
Score: -2422189.000000 Penalty: 2528.795166
	Iteration 0F: 2 clusters Score -2422189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2403840.000000 Penalty: 5057.590332
	Iteration 0F: 3 clusters Score -2403840 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2410231.750000 Penalty: 5057.590332
	Iteration 1F: 3 clusters Score -2410232 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2410747.750000 Penalty: 5057.590332
	Iteration 2Q: 3 clusters Score -2410748 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2411243.750000 Penalty: 5057.590332
	Iteration 3Q: 3 clusters Score -2411244 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2411706.250000 Penalty: 5057.590332
	Iteration 4Q: 3 clusters Score -2411706 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2412107.250000 Penalty: 5057.590332
	Iteration 5Q: 3 clusters Score -2412107 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2412476.000000 Penalty: 5057.590332
	Iteration 6Q: 3 clusters Score -2412476 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2412836.000000 Penalty: 5057.590332
	Iteration 7Q: 3 clusters Score -2412836 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2413198.000000 Penalty: 5057.590332
	Iteration 8Q: 3 clusters Score -2413198 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2413571.750000 Penalty: 5057.590332
	Iteration 9Q: 3 clusters Score -2413572 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2414047.250000 Penalty: 5057.590332
	Iteration 10Q: 3 clusters Score -2414047 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2414621.000000 Penalty: 5057.590332
	Iteration 11Q: 3 clusters Score -2414621 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2415325.750000 Penalty: 5057.590332
	Iteration 12Q: 3 clusters Score -2415326 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2416064.500000 Penalty: 5057.590332
	Iteration 13Q: 3 clusters Score -2416064 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2416810.000000 Penalty: 5057.590332
	Iteration 14Q: 3 clusters Score -2416810 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2417538.250000 Penalty: 5057.590332
	Iteration 15Q: 3 clusters Score -2417538 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2418161.250000 Penalty: 5057.590332
	Iteration 16Q: 3 clusters Score -2418161 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2418608.000000 Penalty: 5057.590332
	Iteration 17Q: 3 clusters Score -2418608 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2418931.750000 Penalty: 5057.590332
	Iteration 18Q: 3 clusters Score -2418932 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2419192.500000 Penalty: 5057.590332
	Iteration 19Q: 3 clusters Score -2419192 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2419369.250000 Penalty: 5057.590332
	Iteration 20F: 3 clusters Score -2419369 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -2419513.750000 Penalty: 5057.590332
	Iteration 21Q: 3 clusters Score -2419514 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2419643.500000 Penalty: 5057.590332
	Iteration 22Q: 3 clusters Score -2419644 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -2419738.250000 Penalty: 5057.590332
	Iteration 23Q: 3 clusters Score -2419738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2419815.250000 Penalty: 5057.590332
	Iteration 24Q: 3 clusters Score -2419815 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2419866.250000 Penalty: 5057.590332
	Iteration 25Q: 3 clusters Score -2419866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2419900.000000 Penalty: 5057.590332
	Iteration 26Q: 3 clusters Score -2419900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2419926.750000 Penalty: 5057.590332
	Iteration 27Q: 3 clusters Score -2419927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2419944.500000 Penalty: 5057.590332
	Iteration 28Q: 3 clusters Score -2419944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2419963.250000 Penalty: 5057.590332
	Iteration 29Q: 3 clusters Score -2419963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -2419984.750000 Penalty: 5057.590332
	Iteration 30Q: 3 clusters Score -2419985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2420010.000000 Penalty: 5057.590332
	Iteration 31Q: 3 clusters Score -2420010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2420026.500000 Penalty: 5057.590332
	Iteration 32Q: 3 clusters Score -2420026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2420034.250000 Penalty: 5057.590332
	Iteration 33Q: 3 clusters Score -2420034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2420046.000000 Penalty: 5057.590332
	Iteration 34Q: 3 clusters Score -2420046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -2420050.250000 Penalty: 5057.590332
	Iteration 35Q: 3 clusters Score -2420050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2420049.000000 Penalty: 5057.590332
	Iteration 36Q: 3 clusters Score -2420049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2420058.750000 Penalty: 5057.590332
	Iteration 37Q: 3 clusters Score -2420059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2420071.000000 Penalty: 5057.590332
	Iteration 38Q: 3 clusters Score -2420071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2420073.500000 Penalty: 5057.590332
	Iteration 39Q: 3 clusters Score -2420074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2420076.250000 Penalty: 5057.590332
	Iteration 40F: 3 clusters Score -2420076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2420084.000000 Penalty: 5057.590332
	Iteration 41Q: 3 clusters Score -2420084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2420086.000000 Penalty: 5057.590332
	Iteration 42Q: 3 clusters Score -2420086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2420095.000000 Penalty: 5057.590332
	Iteration 43Q: 3 clusters Score -2420095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -2420098.250000 Penalty: 5057.590332
	Iteration 44Q: 3 clusters Score -2420098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -2420104.750000 Penalty: 5057.590332
	Iteration 45Q: 3 clusters Score -2420105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2420107.750000 Penalty: 5057.590332
	Iteration 46Q: 3 clusters Score -2420108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2420110.250000 Penalty: 5057.590332
	Iteration 47Q: 3 clusters Score -2420110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2420115.500000 Penalty: 5057.590332
	Iteration 48Q: 3 clusters Score -2420116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2420119.750000 Penalty: 5057.590332
	Iteration 49Q: 3 clusters Score -2420120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2420118.000000 Penalty: 5057.590332
	Iteration 50Q: 3 clusters Score -2420118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2420122.000000 Penalty: 5057.590332
	Iteration 51Q: 3 clusters Score -2420122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2420121.500000 Penalty: 5057.590332
	Iteration 52Q: 3 clusters Score -2420122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2420123.750000 Penalty: 5057.590332
	Iteration 53Q: 3 clusters Score -2420124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -2420125.000000 Penalty: 5057.590332
	Iteration 54Q: 3 clusters Score -2420125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2420124.500000 Penalty: 5057.590332
	Iteration 55Q: 3 clusters Score -2420124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2420126.000000 Penalty: 5057.590332
	Iteration 56Q: 3 clusters Score -2420126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2420126.000000 Penalty: 5057.590332
	Iteration 57F: 3 clusters Score -2420126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Entering Unmasked Estep 
Score: -2183474.500000 Penalty: 2516.451660
	Iteration 0F: 2 clusters Score -2183474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2165802.000000 Penalty: 5032.903320
	Iteration 0F: 3 clusters Score -2165802 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2171994.750000 Penalty: 5032.903320
	Iteration 1F: 3 clusters Score -2171995 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2172423.750000 Penalty: 5032.903320
	Iteration 2F: 3 clusters Score -2172424 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2172800.250000 Penalty: 5032.903320
	Iteration 3Q: 3 clusters Score -2172800 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2173179.500000 Penalty: 5032.903320
	Iteration 4Q: 3 clusters Score -2173180 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2173614.000000 Penalty: 5032.903320
	Iteration 5Q: 3 clusters Score -2173614 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2174156.750000 Penalty: 5032.903320
	Iteration 6Q: 3 clusters Score -2174157 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2174934.500000 Penalty: 5032.903320
	Iteration 7F: 3 clusters Score -2174934 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2175984.000000 Penalty: 5032.903320
	Iteration 8F: 3 clusters Score -2175984 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2177216.750000 Penalty: 5032.903320
	Iteration 9F: 3 clusters Score -2177217 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2178467.500000 Penalty: 5032.903320
	Iteration 10F: 3 clusters Score -2178468 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2179498.250000 Penalty: 5032.903320
	Iteration 11Q: 3 clusters Score -2179498 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2180297.000000 Penalty: 5032.903320
	Iteration 12Q: 3 clusters Score -2180297 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2180874.000000 Penalty: 5032.903320
	Iteration 13Q: 3 clusters Score -2180874 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2181278.250000 Penalty: 5032.903320
	Iteration 14Q: 3 clusters Score -2181278 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2181511.250000 Penalty: 5032.903320
	Iteration 15Q: 3 clusters Score -2181511 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2181629.250000 Penalty: 5032.903320
	Iteration 16Q: 3 clusters Score -2181629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2181717.250000 Penalty: 5032.903320
	Iteration 17Q: 3 clusters Score -2181717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2181765.000000 Penalty: 5032.903320
	Iteration 18Q: 3 clusters Score -2181765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2181791.750000 Penalty: 5032.903320
	Iteration 19Q: 3 clusters Score -2181792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2181811.250000 Penalty: 5032.903320
	Iteration 20F: 3 clusters Score -2181811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2181834.750000 Penalty: 5032.903320
	Iteration 21Q: 3 clusters Score -2181835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2181842.000000 Penalty: 5032.903320
	Iteration 22Q: 3 clusters Score -2181842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2181845.750000 Penalty: 5032.903320
	Iteration 23Q: 3 clusters Score -2181846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2181852.000000 Penalty: 5032.903320
	Iteration 24Q: 3 clusters Score -2181852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2181859.000000 Penalty: 5032.903320
	Iteration 25Q: 3 clusters Score -2181859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2181857.250000 Penalty: 5032.903320
	Iteration 26Q: 3 clusters Score -2181857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2181862.500000 Penalty: 5032.903320
	Iteration 27Q: 3 clusters Score -2181862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2181860.500000 Penalty: 5032.903320
	Iteration 28Q: 3 clusters Score -2181860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2181861.000000 Penalty: 5032.903320
	Iteration 29Q: 3 clusters Score -2181861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2181859.250000 Penalty: 5032.903320
	Iteration 30Q: 3 clusters Score -2181859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2181863.500000 Penalty: 5032.903320
	Iteration 31Q: 3 clusters Score -2181864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2181863.250000 Penalty: 5032.903320
	Iteration 32Q: 3 clusters Score -2181863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2181863.250000 Penalty: 5032.903320
	Iteration 33F: 3 clusters Score -2181863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Entering Unmasked Estep 
Score: -1500388.375000 Penalty: 2418.631836
	Iteration 0F: 2 clusters Score -1500388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1488227.000000 Penalty: 4837.263672
	Iteration 0F: 3 clusters Score -1488227 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1492145.750000 Penalty: 4837.263672
	Iteration 1F: 3 clusters Score -1492146 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1492561.375000 Penalty: 4837.263672
	Iteration 2F: 3 clusters Score -1492561 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1492911.875000 Penalty: 4837.263672
	Iteration 3F: 3 clusters Score -1492912 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1493239.250000 Penalty: 4837.263672
	Iteration 4Q: 3 clusters Score -1493239 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1493568.250000 Penalty: 4837.263672
	Iteration 5Q: 3 clusters Score -1493568 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1493909.375000 Penalty: 4837.263672
	Iteration 6Q: 3 clusters Score -1493909 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1494267.000000 Penalty: 4837.263672
	Iteration 7Q: 3 clusters Score -1494267 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1494640.500000 Penalty: 4837.263672
	Iteration 8Q: 3 clusters Score -1494640 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1495010.125000 Penalty: 4837.263672
	Iteration 9Q: 3 clusters Score -1495010 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1495390.125000 Penalty: 4837.263672
	Iteration 10Q: 3 clusters Score -1495390 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1495759.250000 Penalty: 4837.263672
	Iteration 11Q: 3 clusters Score -1495759 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1496074.875000 Penalty: 4837.263672
	Iteration 12Q: 3 clusters Score -1496075 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1496334.750000 Penalty: 4837.263672
	Iteration 13Q: 3 clusters Score -1496335 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1496504.000000 Penalty: 4837.263672
	Iteration 14Q: 3 clusters Score -1496504 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1496595.625000 Penalty: 4837.263672
	Iteration 15Q: 3 clusters Score -1496596 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1496647.250000 Penalty: 4837.263672
	Iteration 16Q: 3 clusters Score -1496647 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1496686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1496723.000000 Penalty: 4837.263672
	Iteration 18Q: 3 clusters Score -1496723 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1496764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1496784.125000 Penalty: 4837.263672
	Iteration 20F: 3 clusters Score -1496784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1496806.125000 Penalty: 4837.263672
	Iteration 21Q: 3 clusters Score -1496806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1496824.375000 Penalty: 4837.263672
	Iteration 22Q: 3 clusters Score -1496824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1496842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1496851.125000 Penalty: 4837.263672
	Iteration 24Q: 3 clusters Score -1496851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1496863.750000 Penalty: 4837.263672
	Iteration 25Q: 3 clusters Score -1496864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1496882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1496894.125000 Penalty: 4837.263672
	Iteration 27Q: 3 clusters Score -1496894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1496904.875000 Penalty: 4837.263672
	Iteration 28Q: 3 clusters Score -1496905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1496911.625000 Penalty: 4837.263672
	Iteration 29Q: 3 clusters Score -1496912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1496917.375000 Penalty: 4837.263672
	Iteration 30Q: 3 clusters Score -1496917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1496927.375000 Penalty: 4837.263672
	Iteration 31Q: 3 clusters Score -1496927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1496944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1496953.750000 Penalty: 4837.263672
	Iteration 33Q: 3 clusters Score -1496954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1496969.625000 Penalty: 4837.263672
	Iteration 34Q: 3 clusters Score -1496970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1496975.125000 Penalty: 4837.263672
	Iteration 35Q: 3 clusters Score -1496975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1496983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1496986 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1496987 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1496995.375000 Penalty: 4837.263672
	Iteration 39Q: 3 clusters Score -1496995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1497003.250000 Penalty: 4837.263672
	Iteration 40F: 3 clusters Score -1497003 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1497009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1497008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1497018.000000 Penalty: 4837.263672
	Iteration 43Q: 3 clusters Score -1497018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1497023.625000 Penalty: 4837.263672
	Iteration 44Q: 3 clusters Score -1497024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1497025 nChanged 27
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Mstep: Class 1 contains 10549 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1497030 nChanged 37
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Mstep: Class 1 contains 10570 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1497039 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1497044 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1497047 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1497059.000000 Penalty: 4837.263672
	Iteration 50Q: 3 clusters Score -1497059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1497063 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1497073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1497082.250000 Penalty: 4837.263672
	Iteration 53Q: 3 clusters Score -1497082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1497091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1497111.500000 Penalty: 4837.263672
	Iteration 55Q: 3 clusters Score -1497112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1497133.375000 Penalty: 4837.263672
	Iteration 56Q: 3 clusters Score -1497133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1497156.750000 Penalty: 4837.263672
	Iteration 57Q: 3 clusters Score -1497157 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1497183.000000 Penalty: 4837.263672
	Iteration 58Q: 3 clusters Score -1497183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1497203.000000 Penalty: 4837.263672
	Iteration 59Q: 3 clusters Score -1497203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1497233.375000 Penalty: 4837.263672
	Iteration 60F: 3 clusters Score -1497233 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1497270.000000 Penalty: 4837.263672
	Iteration 61Q: 3 clusters Score -1497270 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1497314.500000 Penalty: 4837.263672
	Iteration 62Q: 3 clusters Score -1497314 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1497391 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1497504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1497655 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1497796 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1497923 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1498040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1498114.500000 Penalty: 4837.263672
	Iteration 69Q: 3 clusters Score -1498114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1498163.375000 Penalty: 4837.263672
	Iteration 70Q: 3 clusters Score -1498163 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1498198.250000 Penalty: 4837.263672
	Iteration 71Q: 3 clusters Score -1498198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1498229.250000 Penalty: 4837.263672
	Iteration 72Q: 3 clusters Score -1498229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1498258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1498287.875000 Penalty: 4837.263672
	Iteration 74Q: 3 clusters Score -1498288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1498309.375000 Penalty: 4837.263672
	Iteration 75Q: 3 clusters Score -1498309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1498325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1498337.250000 Penalty: 4837.263672
	Iteration 77Q: 3 clusters Score -1498337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1498345.125000 Penalty: 4837.263672
	Iteration 78Q: 3 clusters Score -1498345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1498357.625000 Penalty: 4837.263672
	Iteration 79Q: 3 clusters Score -1498358 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1498360.625000 Penalty: 4837.263672
	Iteration 80F: 3 clusters Score -1498361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1498365.125000 Penalty: 4837.263672
	Iteration 81Q: 3 clusters Score -1498365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1498370.750000 Penalty: 4837.263672
	Iteration 82Q: 3 clusters Score -1498371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1498369.750000 Penalty: 4837.263672
	Iteration 83Q: 3 clusters Score -1498370 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1498375.250000 Penalty: 4837.263672
	Iteration 84Q: 3 clusters Score -1498375 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1498382.000000 Penalty: 4837.263672
	Iteration 85Q: 3 clusters Score -1498382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1498389.625000 Penalty: 4837.263672
	Iteration 86Q: 3 clusters Score -1498390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1498391.875000 Penalty: 4837.263672
	Iteration 87Q: 3 clusters Score -1498392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1498393.500000 Penalty: 4837.263672
	Iteration 88Q: 3 clusters Score -1498394 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1498395.625000 Penalty: 4837.263672
	Iteration 89Q: 3 clusters Score -1498396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1498394.750000 Penalty: 4837.263672
	Iteration 90Q: 3 clusters Score -1498395 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1498395 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3877 members 
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Score: -1498402.500000 Penalty: 4837.263672
	Iteration 92Q: 3 clusters Score -1498402 nChanged 11
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Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1498405.375000 Penalty: 4837.263672
	Iteration 93Q: 3 clusters Score -1498405 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3851 members 
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Score: -1498401.875000 Penalty: 4837.263672
	Iteration 94Q: 3 clusters Score -1498402 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1498403.500000 Penalty: 4837.263672
	Iteration 95Q: 3 clusters Score -1498404 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13369 members 
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Score: -1498406.500000 Penalty: 4837.263672
	Iteration 96Q: 3 clusters Score -1498406 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1498403.750000 Penalty: 4837.263672
	Iteration 97Q: 3 clusters Score -1498404 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1498405.125000 Penalty: 4837.263672
	Iteration 98Q: 3 clusters Score -1498405 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1498408.250000 Penalty: 4837.263672
	Iteration 99Q: 3 clusters Score -1498408 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1498408.250000 Penalty: 4837.263672
	Iteration 100F: 3 clusters Score -1498408 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1498410.250000 Penalty: 4837.263672
	Iteration 101Q: 3 clusters Score -1498410 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1498411.625000 Penalty: 4837.263672
	Iteration 102Q: 3 clusters Score -1498412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1498408.375000 Penalty: 4837.263672
	Iteration 103Q: 3 clusters Score -1498408 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1498409.375000 Penalty: 4837.263672
	Iteration 104Q: 3 clusters Score -1498409 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1498409.625000 Penalty: 4837.263672
	Iteration 105Q: 3 clusters Score -1498410 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1498406.875000 Penalty: 4837.263672
	Iteration 106Q: 3 clusters Score -1498407 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1498411.625000 Penalty: 4837.263672
	Iteration 107Q: 3 clusters Score -1498412 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13434 members 
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Entering Unmasked Estep 
Score: -1498413.375000 Penalty: 4837.263672
	Iteration 108Q: 3 clusters Score -1498413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1498409.875000 Penalty: 4837.263672
	Iteration 109Q: 3 clusters Score -1498410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1498412.250000 Penalty: 4837.263672
	Iteration 110Q: 3 clusters Score -1498412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1498412.500000 Penalty: 4837.263672
	Iteration 111Q: 3 clusters Score -1498412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1498414.000000 Penalty: 4837.263672
	Iteration 112Q: 3 clusters Score -1498414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1498413.625000 Penalty: 4837.263672
	Iteration 113Q: 3 clusters Score -1498414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1498413.500000 Penalty: 4837.263672
	Iteration 114Q: 3 clusters Score -1498414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1498413.500000 Penalty: 4837.263672
	Iteration 115F: 3 clusters Score -1498414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Entering Unmasked Estep 
Score: -6054225.500000 Penalty: 2757.120117
	Iteration 0F: 2 clusters Score -6054226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6009307.500000 Penalty: 5514.240234
	Iteration 0F: 3 clusters Score -6009308 nChanged 31228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -6026981.500000 Penalty: 5514.240234
	Iteration 1F: 3 clusters Score -6026982 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6027869.000000 Penalty: 5514.240234
	Iteration 2Q: 3 clusters Score -6027869 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -6029015.000000 Penalty: 5514.240234
	Iteration 3Q: 3 clusters Score -6029015 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6030362.000000 Penalty: 5514.240234
	Iteration 4Q: 3 clusters Score -6030362 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6031700.500000 Penalty: 5514.240234
	Iteration 5Q: 3 clusters Score -6031700 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6033087.000000 Penalty: 5514.240234
	Iteration 6Q: 3 clusters Score -6033087 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6034714.500000 Penalty: 5514.240234
	Iteration 7Q: 3 clusters Score -6034714 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -6036712.500000 Penalty: 5514.240234
	Iteration 8F: 3 clusters Score -6036712 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -6038936.000000 Penalty: 5514.240234
	Iteration 9F: 3 clusters Score -6038936 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6040959.000000 Penalty: 5514.240234
	Iteration 10Q: 3 clusters Score -6040959 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6042282.500000 Penalty: 5514.240234
	Iteration 11Q: 3 clusters Score -6042282 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6042993.500000 Penalty: 5514.240234
	Iteration 12Q: 3 clusters Score -6042994 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -6043358.500000 Penalty: 5514.240234
	Iteration 13Q: 3 clusters Score -6043358 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -6043672.500000 Penalty: 5514.240234
	Iteration 14Q: 3 clusters Score -6043672 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -6043979.000000 Penalty: 5514.240234
	Iteration 15Q: 3 clusters Score -6043979 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -6044224.500000 Penalty: 5514.240234
	Iteration 16Q: 3 clusters Score -6044224 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -6044459.000000 Penalty: 5514.240234
	Iteration 17Q: 3 clusters Score -6044459 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -6044661.500000 Penalty: 5514.240234
	Iteration 18Q: 3 clusters Score -6044662 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -6044943.000000 Penalty: 5514.240234
	Iteration 19Q: 3 clusters Score -6044943 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6045140.500000 Penalty: 5514.240234
	Iteration 20F: 3 clusters Score -6045140 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -6045376.000000 Penalty: 5514.240234
	Iteration 21Q: 3 clusters Score -6045376 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6045565.000000 Penalty: 5514.240234
	Iteration 22Q: 3 clusters Score -6045565 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -6045743.500000 Penalty: 5514.240234
	Iteration 23Q: 3 clusters Score -6045744 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6045960.500000 Penalty: 5514.240234
	Iteration 24Q: 3 clusters Score -6045960 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -6046108.500000 Penalty: 5514.240234
	Iteration 25Q: 3 clusters Score -6046108 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -6046226.500000 Penalty: 5514.240234
	Iteration 26Q: 3 clusters Score -6046226 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -6046381.000000 Penalty: 5514.240234
	Iteration 27Q: 3 clusters Score -6046381 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -6046525.500000 Penalty: 5514.240234
	Iteration 28Q: 3 clusters Score -6046526 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -6046634.000000 Penalty: 5514.240234
	Iteration 29Q: 3 clusters Score -6046634 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -6046763.000000 Penalty: 5514.240234
	Iteration 30Q: 3 clusters Score -6046763 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6046909.000000 Penalty: 5514.240234
	Iteration 31Q: 3 clusters Score -6046909 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -6047039.500000 Penalty: 5514.240234
	Iteration 32Q: 3 clusters Score -6047040 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -6047191.000000 Penalty: 5514.240234
	Iteration 33Q: 3 clusters Score -6047191 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -6047347.000000 Penalty: 5514.240234
	Iteration 34Q: 3 clusters Score -6047347 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6047480.500000 Penalty: 5514.240234
	Iteration 35Q: 3 clusters Score -6047480 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -6047622.500000 Penalty: 5514.240234
	Iteration 36Q: 3 clusters Score -6047622 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -6047844.000000 Penalty: 5514.240234
	Iteration 37Q: 3 clusters Score -6047844 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -6048004.500000 Penalty: 5514.240234
	Iteration 38Q: 3 clusters Score -6048004 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -6048239.000000 Penalty: 5514.240234
	Iteration 39Q: 3 clusters Score -6048239 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -6048485.000000 Penalty: 5514.240234
	Iteration 40F: 3 clusters Score -6048485 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6048744.500000 Penalty: 5514.240234
	Iteration 41Q: 3 clusters Score -6048744 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -6049020.500000 Penalty: 5514.240234
	Iteration 42Q: 3 clusters Score -6049020 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -6049313.500000 Penalty: 5514.240234
	Iteration 43Q: 3 clusters Score -6049314 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6049619.000000 Penalty: 5514.240234
	Iteration 44Q: 3 clusters Score -6049619 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -6049956.000000 Penalty: 5514.240234
	Iteration 45Q: 3 clusters Score -6049956 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -6050308.500000 Penalty: 5514.240234
	Iteration 46Q: 3 clusters Score -6050308 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -6050691.000000 Penalty: 5514.240234
	Iteration 47Q: 3 clusters Score -6050691 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -6051067.500000 Penalty: 5514.240234
	Iteration 48Q: 3 clusters Score -6051068 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -6051337.000000 Penalty: 5514.240234
	Iteration 49Q: 3 clusters Score -6051337 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6051643.500000 Penalty: 5514.240234
	Iteration 50Q: 3 clusters Score -6051644 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -6051865.500000 Penalty: 5514.240234
	Iteration 51Q: 3 clusters Score -6051866 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6052062.000000 Penalty: 5514.240234
	Iteration 52Q: 3 clusters Score -6052062 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -6052243.000000 Penalty: 5514.240234
	Iteration 53Q: 3 clusters Score -6052243 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6052388.500000 Penalty: 5514.240234
	Iteration 54Q: 3 clusters Score -6052388 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6052556.000000 Penalty: 5514.240234
	Iteration 55Q: 3 clusters Score -6052556 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6052667.500000 Penalty: 5514.240234
	Iteration 56Q: 3 clusters Score -6052668 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6052804.500000 Penalty: 5514.240234
	Iteration 57Q: 3 clusters Score -6052804 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6052890.500000 Penalty: 5514.240234
	Iteration 58Q: 3 clusters Score -6052890 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6052987.000000 Penalty: 5514.240234
	Iteration 59Q: 3 clusters Score -6052987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6053055.000000 Penalty: 5514.240234
	Iteration 60F: 3 clusters Score -6053055 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6053089.000000 Penalty: 5514.240234
	Iteration 61Q: 3 clusters Score -6053089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6053128.000000 Penalty: 5514.240234
	Iteration 62Q: 3 clusters Score -6053128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6053159.000000 Penalty: 5514.240234
	Iteration 63Q: 3 clusters Score -6053159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6053183.500000 Penalty: 5514.240234
	Iteration 64Q: 3 clusters Score -6053184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6053184.500000 Penalty: 5514.240234
	Iteration 65Q: 3 clusters Score -6053184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6053196.500000 Penalty: 5514.240234
	Iteration 66Q: 3 clusters Score -6053196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6053204.000000 Penalty: 5514.240234
	Iteration 67Q: 3 clusters Score -6053204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6053206.000000 Penalty: 5514.240234
	Iteration 68Q: 3 clusters Score -6053206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6053206.000000 Penalty: 5514.240234
	Iteration 69Q: 3 clusters Score -6053206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6053197.000000 Penalty: 5514.240234
	Iteration 70Q: 3 clusters Score -6053197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6053208.000000 Penalty: 5514.240234
	Iteration 71Q: 3 clusters Score -6053208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6053218.000000 Penalty: 5514.240234
	Iteration 72Q: 3 clusters Score -6053218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6053227.000000 Penalty: 5514.240234
	Iteration 73Q: 3 clusters Score -6053227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6053225.000000 Penalty: 5514.240234
	Iteration 74Q: 3 clusters Score -6053225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6053219.500000 Penalty: 5514.240234
	Iteration 75Q: 3 clusters Score -6053220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6053230.000000 Penalty: 5514.240234
	Iteration 76Q: 3 clusters Score -6053230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6053228.000000 Penalty: 5514.240234
	Iteration 77Q: 3 clusters Score -6053228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6053223.500000 Penalty: 5514.240234
	Iteration 78Q: 3 clusters Score -6053224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6053229.000000 Penalty: 5514.240234
	Iteration 79Q: 3 clusters Score -6053229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6053233.000000 Penalty: 5514.240234
	Iteration 80F: 3 clusters Score -6053233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -224011.078125 Penalty: 1969.176392
	Iteration 0F: 2 clusters Score -224011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -220914.609375 Penalty: 3938.352783
	Iteration 0F: 3 clusters Score -220914.6 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -221584.250000 Penalty: 3938.352783
	Iteration 1F: 3 clusters Score -221584.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -221748.718750 Penalty: 3938.352783
	Iteration 2F: 3 clusters Score -221748.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -221834.437500 Penalty: 3938.352783
	Iteration 3Q: 3 clusters Score -221834.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -221892.921875 Penalty: 3938.352783
	Iteration 4Q: 3 clusters Score -221892.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -221931.781250 Penalty: 3938.352783
	Iteration 5Q: 3 clusters Score -221931.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -221960.609375 Penalty: 3938.352783
	Iteration 6Q: 3 clusters Score -221960.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -221980.171875 Penalty: 3938.352783
	Iteration 7Q: 3 clusters Score -221980.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -221999.468750 Penalty: 3938.352783
	Iteration 8Q: 3 clusters Score -221999.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -222018.406250 Penalty: 3938.352783
	Iteration 9Q: 3 clusters Score -222018.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -222032.906250 Penalty: 3938.352783
	Iteration 10Q: 3 clusters Score -222032.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -222050.375000 Penalty: 3938.352783
	Iteration 11Q: 3 clusters Score -222050.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -222068.015625 Penalty: 3938.352783
	Iteration 12Q: 3 clusters Score -222068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -222080.843750 Penalty: 3938.352783
	Iteration 13Q: 3 clusters Score -222080.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -222090.921875 Penalty: 3938.352783
	Iteration 14Q: 3 clusters Score -222090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -222098.781250 Penalty: 3938.352783
	Iteration 15Q: 3 clusters Score -222098.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -222109.562500 Penalty: 3938.352783
	Iteration 16Q: 3 clusters Score -222109.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -222121.921875 Penalty: 3938.352783
	Iteration 17Q: 3 clusters Score -222121.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -222134.812500 Penalty: 3938.352783
	Iteration 18Q: 3 clusters Score -222134.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -222142.625000 Penalty: 3938.352783
	Iteration 19Q: 3 clusters Score -222142.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -222149.921875 Penalty: 3938.352783
	Iteration 20F: 3 clusters Score -222149.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -222154.828125 Penalty: 3938.352783
	Iteration 21Q: 3 clusters Score -222154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -222163.671875 Penalty: 3938.352783
	Iteration 22Q: 3 clusters Score -222163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -222169.234375 Penalty: 3938.352783
	Iteration 23Q: 3 clusters Score -222169.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -222176.406250 Penalty: 3938.352783
	Iteration 24Q: 3 clusters Score -222176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -222182.796875 Penalty: 3938.352783
	Iteration 25Q: 3 clusters Score -222182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -222188.171875 Penalty: 3938.352783
	Iteration 26Q: 3 clusters Score -222188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -222195.890625 Penalty: 3938.352783
	Iteration 27Q: 3 clusters Score -222195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -222205.593750 Penalty: 3938.352783
	Iteration 28Q: 3 clusters Score -222205.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -222216.937500 Penalty: 3938.352783
	Iteration 29Q: 3 clusters Score -222216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -222232.265625 Penalty: 3938.352783
	Iteration 30Q: 3 clusters Score -222232.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -222252.062500 Penalty: 3938.352783
	Iteration 31Q: 3 clusters Score -222252.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -222272.875000 Penalty: 3938.352783
	Iteration 32Q: 3 clusters Score -222272.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -222303.000000 Penalty: 3938.352783
	Iteration 33Q: 3 clusters Score -222303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -222342.890625 Penalty: 3938.352783
	Iteration 34Q: 3 clusters Score -222342.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -222389.515625 Penalty: 3938.352783
	Iteration 35Q: 3 clusters Score -222389.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -222435.921875 Penalty: 3938.352783
	Iteration 36Q: 3 clusters Score -222435.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -222477.421875 Penalty: 3938.352783
	Iteration 37Q: 3 clusters Score -222477.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -222518.015625 Penalty: 3938.352783
	Iteration 38Q: 3 clusters Score -222518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -222565.484375 Penalty: 3938.352783
	Iteration 39Q: 3 clusters Score -222565.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -222629.718750 Penalty: 3938.352783
	Iteration 40F: 3 clusters Score -222629.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -222709.343750 Penalty: 3938.352783
	Iteration 41Q: 3 clusters Score -222709.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -222767.671875 Penalty: 3938.352783
	Iteration 42Q: 3 clusters Score -222767.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -222806.453125 Penalty: 3938.352783
	Iteration 43Q: 3 clusters Score -222806.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -222834.703125 Penalty: 3938.352783
	Iteration 44Q: 3 clusters Score -222834.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -222856.953125 Penalty: 3938.352783
	Iteration 45Q: 3 clusters Score -222857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -222868.171875 Penalty: 3938.352783
	Iteration 46Q: 3 clusters Score -222868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -222874.421875 Penalty: 3938.352783
	Iteration 47Q: 3 clusters Score -222874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -222878.625000 Penalty: 3938.352783
	Iteration 48Q: 3 clusters Score -222878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -222885.593750 Penalty: 3938.352783
	Iteration 49Q: 3 clusters Score -222885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -222891.671875 Penalty: 3938.352783
	Iteration 50Q: 3 clusters Score -222891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -222894.812500 Penalty: 3938.352783
	Iteration 51Q: 3 clusters Score -222894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -222895.828125 Penalty: 3938.352783
	Iteration 52Q: 3 clusters Score -222895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -222907.296875 Penalty: 3938.352783
	Iteration 53F: 3 clusters Score -222907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -222929.515625 Penalty: 3938.352783
	Iteration 54Q: 3 clusters Score -222929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -222940.640625 Penalty: 3938.352783
	Iteration 55Q: 3 clusters Score -222940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -222944.484375 Penalty: 3938.352783
	Iteration 56Q: 3 clusters Score -222944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -222948.781250 Penalty: 3938.352783
	Iteration 57Q: 3 clusters Score -222948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -222953.750000 Penalty: 3938.352783
	Iteration 58Q: 3 clusters Score -222953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -222957.765625 Penalty: 3938.352783
	Iteration 59Q: 3 clusters Score -222957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -222965.046875 Penalty: 3938.352783
	Iteration 60F: 3 clusters Score -222965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -222987.875000 Penalty: 3938.352783
	Iteration 61Q: 3 clusters Score -222987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -222991.031250 Penalty: 3938.352783
	Iteration 62Q: 3 clusters Score -222991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -222993.093750 Penalty: 3938.352783
	Iteration 63Q: 3 clusters Score -222993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -222993.093750 Penalty: 3938.352783
	Iteration 64F: 3 clusters Score -222993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -22468.085938 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -22468.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21184.044922 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -21184.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21337.414062 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -21337.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21394.396484 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -21394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21428.951172 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -21428.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21452.250000 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -21452.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21507.378906 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -21507.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21527.181641 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -21527.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21546.373047 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -21546.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21589.041016 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -21589.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21610.355469 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -21610.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21623.312500 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -21623.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21677.257812 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -21677.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21719.232422 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -21719.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21753.617188 Penalty: 2838.898193
	Iteration 13Q: 3 clusters Score -21753.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21776.039062 Penalty: 2838.898193
	Iteration 14Q: 3 clusters Score -21776.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21786.673828 Penalty: 2838.898193
	Iteration 15Q: 3 clusters Score -21786.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21801.917969 Penalty: 2838.898193
	Iteration 16Q: 3 clusters Score -21801.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21804.044922 Penalty: 2838.898193
	Iteration 17Q: 3 clusters Score -21804.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21804.044922 Penalty: 2838.898193
	Iteration 18F: 3 clusters Score -21804.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Entering Unmasked Estep 
Score: -1465252.750000 Penalty: 2405.256104
	Iteration 0F: 2 clusters Score -1465253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1453617.250000 Penalty: 4810.512207
	Iteration 0F: 3 clusters Score -1453617 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1457358.125000 Penalty: 4810.512207
	Iteration 1F: 3 clusters Score -1457358 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1457797.000000 Penalty: 4810.512207
	Iteration 2F: 3 clusters Score -1457797 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1458249.500000 Penalty: 4810.512207
	Iteration 3F: 3 clusters Score -1458250 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1458680.750000 Penalty: 4810.512207
	Iteration 4F: 3 clusters Score -1458681 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1459040.375000 Penalty: 4810.512207
	Iteration 5Q: 3 clusters Score -1459040 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1459404.125000 Penalty: 4810.512207
	Iteration 6Q: 3 clusters Score -1459404 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1459806.125000 Penalty: 4810.512207
	Iteration 7Q: 3 clusters Score -1459806 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1460159.375000 Penalty: 4810.512207
	Iteration 8Q: 3 clusters Score -1460159 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1460481.375000 Penalty: 4810.512207
	Iteration 9Q: 3 clusters Score -1460481 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1460760.750000 Penalty: 4810.512207
	Iteration 10Q: 3 clusters Score -1460761 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1461003.500000 Penalty: 4810.512207
	Iteration 11Q: 3 clusters Score -1461004 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1461237.375000 Penalty: 4810.512207
	Iteration 12Q: 3 clusters Score -1461237 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1461423.750000 Penalty: 4810.512207
	Iteration 13Q: 3 clusters Score -1461424 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1461549.375000 Penalty: 4810.512207
	Iteration 14Q: 3 clusters Score -1461549 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1461623.500000 Penalty: 4810.512207
	Iteration 15Q: 3 clusters Score -1461624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1461668.000000 Penalty: 4810.512207
	Iteration 16Q: 3 clusters Score -1461668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1461696.750000 Penalty: 4810.512207
	Iteration 17Q: 3 clusters Score -1461697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1461710.125000 Penalty: 4810.512207
	Iteration 18Q: 3 clusters Score -1461710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1461732.375000 Penalty: 4810.512207
	Iteration 19Q: 3 clusters Score -1461732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1461738.750000 Penalty: 4810.512207
	Iteration 20F: 3 clusters Score -1461739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1461756.125000 Penalty: 4810.512207
	Iteration 21Q: 3 clusters Score -1461756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1461761.750000 Penalty: 4810.512207
	Iteration 22Q: 3 clusters Score -1461762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1461770.125000 Penalty: 4810.512207
	Iteration 23Q: 3 clusters Score -1461770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1461776.000000 Penalty: 4810.512207
	Iteration 24Q: 3 clusters Score -1461776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1461783.625000 Penalty: 4810.512207
	Iteration 25Q: 3 clusters Score -1461784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1461782.750000 Penalty: 4810.512207
	Iteration 26Q: 3 clusters Score -1461783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1461781.125000 Penalty: 4810.512207
	Iteration 27Q: 3 clusters Score -1461781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1461786.625000 Penalty: 4810.512207
	Iteration 28Q: 3 clusters Score -1461787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1461789.500000 Penalty: 4810.512207
	Iteration 29Q: 3 clusters Score -1461790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1461793.250000 Penalty: 4810.512207
	Iteration 30Q: 3 clusters Score -1461793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1461797.500000 Penalty: 4810.512207
	Iteration 31Q: 3 clusters Score -1461798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1461795.250000 Penalty: 4810.512207
	Iteration 32Q: 3 clusters Score -1461795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1461798.375000 Penalty: 4810.512207
	Iteration 33Q: 3 clusters Score -1461798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1461803.375000 Penalty: 4810.512207
	Iteration 34Q: 3 clusters Score -1461803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1461802.000000 Penalty: 4810.512207
	Iteration 35Q: 3 clusters Score -1461802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1461804.125000 Penalty: 4810.512207
	Iteration 36Q: 3 clusters Score -1461804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1461806.375000 Penalty: 4810.512207
	Iteration 37Q: 3 clusters Score -1461806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1461804.750000 Penalty: 4810.512207
	Iteration 38Q: 3 clusters Score -1461805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1461809.750000 Penalty: 4810.512207
	Iteration 39Q: 3 clusters Score -1461810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1461806.875000 Penalty: 4810.512207
	Iteration 40F: 3 clusters Score -1461807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1461806.875000 Penalty: 4810.512207
	Iteration 41Q: 3 clusters Score -1461807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1461811.875000 Penalty: 4810.512207
	Iteration 42Q: 3 clusters Score -1461812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1461813.625000 Penalty: 4810.512207
	Iteration 43Q: 3 clusters Score -1461814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1461811.000000 Penalty: 4810.512207
	Iteration 44Q: 3 clusters Score -1461811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1461811.625000 Penalty: 4810.512207
	Iteration 45Q: 3 clusters Score -1461812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1461813.125000 Penalty: 4810.512207
	Iteration 46Q: 3 clusters Score -1461813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1461813.000000 Penalty: 4810.512207
	Iteration 47Q: 3 clusters Score -1461813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1461813.000000 Penalty: 4810.512207
	Iteration 48Q: 3 clusters Score -1461813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1461810.625000 Penalty: 4810.512207
	Iteration 49Q: 3 clusters Score -1461811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1461812.500000 Penalty: 4810.512207
	Iteration 50Q: 3 clusters Score -1461812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1461812.500000 Penalty: 4810.512207
	Iteration 51F: 3 clusters Score -1461812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -196496.218750 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -196496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -193622.843750 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -193622.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -194170.062500 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -194170.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -194299.453125 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -194299.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -194372.859375 Penalty: 3857.785156
	Iteration 3Q: 3 clusters Score -194372.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -194414.484375 Penalty: 3857.785156
	Iteration 4Q: 3 clusters Score -194414.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -194438.765625 Penalty: 3857.785156
	Iteration 5Q: 3 clusters Score -194438.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194456.093750 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -194456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -194469.359375 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -194469.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -194476.921875 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -194476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194483.171875 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -194483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -194490.640625 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -194490.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -194495.328125 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -194495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -194497.765625 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -194497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -194498.875000 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -194498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -194501.093750 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -194501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -194503.421875 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -194503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194503.703125 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -194503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -194504.906250 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -194504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194505.546875 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -194505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194507.531250 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -194507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -194509.968750 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -194510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194512.546875 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -194512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -194515.453125 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -194515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -194519.218750 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -194519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -194522.562500 Penalty: 3857.785156
	Iteration 24Q: 3 clusters Score -194522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194527.031250 Penalty: 3857.785156
	Iteration 25Q: 3 clusters Score -194527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -194535.703125 Penalty: 3857.785156
	Iteration 26Q: 3 clusters Score -194535.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194544.093750 Penalty: 3857.785156
	Iteration 27Q: 3 clusters Score -194544.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -194552.734375 Penalty: 3857.785156
	Iteration 28Q: 3 clusters Score -194552.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194568.687500 Penalty: 3857.785156
	Iteration 29Q: 3 clusters Score -194568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194585.453125 Penalty: 3857.785156
	Iteration 30Q: 3 clusters Score -194585.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194603.734375 Penalty: 3857.785156
	Iteration 31Q: 3 clusters Score -194603.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194623.609375 Penalty: 3857.785156
	Iteration 32Q: 3 clusters Score -194623.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -194637.515625 Penalty: 3857.785156
	Iteration 33Q: 3 clusters Score -194637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194648.734375 Penalty: 3857.785156
	Iteration 34Q: 3 clusters Score -194648.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -194655.890625 Penalty: 3857.785156
	Iteration 35Q: 3 clusters Score -194655.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -194662.312500 Penalty: 3857.785156
	Iteration 36Q: 3 clusters Score -194662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194666.687500 Penalty: 3857.785156
	Iteration 37Q: 3 clusters Score -194666.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -194669.640625 Penalty: 3857.785156
	Iteration 38Q: 3 clusters Score -194669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194672.218750 Penalty: 3857.785156
	Iteration 39Q: 3 clusters Score -194672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194674.953125 Penalty: 3857.785156
	Iteration 40F: 3 clusters Score -194675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194677.218750 Penalty: 3857.785156
	Iteration 41Q: 3 clusters Score -194677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194679.437500 Penalty: 3857.785156
	Iteration 42Q: 3 clusters Score -194679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194680.390625 Penalty: 3857.785156
	Iteration 43Q: 3 clusters Score -194680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194685.062500 Penalty: 3857.785156
	Iteration 44Q: 3 clusters Score -194685.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194689.296875 Penalty: 3857.785156
	Iteration 45Q: 3 clusters Score -194689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194696.984375 Penalty: 3857.785156
	Iteration 46Q: 3 clusters Score -194697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194707.171875 Penalty: 3857.785156
	Iteration 47Q: 3 clusters Score -194707.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194724.125000 Penalty: 3857.785156
	Iteration 48Q: 3 clusters Score -194724.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194742.031250 Penalty: 3857.785156
	Iteration 49Q: 3 clusters Score -194742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194763.093750 Penalty: 3857.785156
	Iteration 50Q: 3 clusters Score -194763.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194793.093750 Penalty: 3857.785156
	Iteration 51Q: 3 clusters Score -194793.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194815.703125 Penalty: 3857.785156
	Iteration 52Q: 3 clusters Score -194815.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194838.890625 Penalty: 3857.785156
	Iteration 53Q: 3 clusters Score -194838.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194860.218750 Penalty: 3857.785156
	Iteration 54Q: 3 clusters Score -194860.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -194880.593750 Penalty: 3857.785156
	Iteration 55Q: 3 clusters Score -194880.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194894.359375 Penalty: 3857.785156
	Iteration 56Q: 3 clusters Score -194894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -194905.078125 Penalty: 3857.785156
	Iteration 57Q: 3 clusters Score -194905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -194918.906250 Penalty: 3857.785156
	Iteration 58Q: 3 clusters Score -194918.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194927.828125 Penalty: 3857.785156
	Iteration 59Q: 3 clusters Score -194927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -194938.906250 Penalty: 3857.785156
	Iteration 60F: 3 clusters Score -194938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -194952.078125 Penalty: 3857.785156
	Iteration 61Q: 3 clusters Score -194952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -194960.187500 Penalty: 3857.785156
	Iteration 62Q: 3 clusters Score -194960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194966.984375 Penalty: 3857.785156
	Iteration 63Q: 3 clusters Score -194967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194973.328125 Penalty: 3857.785156
	Iteration 64Q: 3 clusters Score -194973.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194977.000000 Penalty: 3857.785156
	Iteration 65Q: 3 clusters Score -194977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194983.171875 Penalty: 3857.785156
	Iteration 66Q: 3 clusters Score -194983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194988.140625 Penalty: 3857.785156
	Iteration 67Q: 3 clusters Score -194988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194994.343750 Penalty: 3857.785156
	Iteration 68Q: 3 clusters Score -194994.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194999.781250 Penalty: 3857.785156
	Iteration 69Q: 3 clusters Score -194999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -195004.421875 Penalty: 3857.785156
	Iteration 70Q: 3 clusters Score -195004.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -195010.218750 Penalty: 3857.785156
	Iteration 71Q: 3 clusters Score -195010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195014.125000 Penalty: 3857.785156
	Iteration 72Q: 3 clusters Score -195014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -195016.937500 Penalty: 3857.785156
	Iteration 73Q: 3 clusters Score -195016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195020.906250 Penalty: 3857.785156
	Iteration 74Q: 3 clusters Score -195020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195023.656250 Penalty: 3857.785156
	Iteration 75Q: 3 clusters Score -195023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195024.734375 Penalty: 3857.785156
	Iteration 76Q: 3 clusters Score -195024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195024.734375 Penalty: 3857.785156
	Iteration 77F: 3 clusters Score -195024.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Entering Unmasked Estep 
Score: -1624582.625000 Penalty: 2438.600098
	Iteration 0F: 2 clusters Score -1624583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1611247.125000 Penalty: 4877.200195
	Iteration 0F: 3 clusters Score -1611247 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1615766.875000 Penalty: 4877.200195
	Iteration 1F: 3 clusters Score -1615767 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1616172.625000 Penalty: 4877.200195
	Iteration 2F: 3 clusters Score -1616173 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1616538.625000 Penalty: 4877.200195
	Iteration 3Q: 3 clusters Score -1616539 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1616865.125000 Penalty: 4877.200195
	Iteration 4Q: 3 clusters Score -1616865 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1617159.000000 Penalty: 4877.200195
	Iteration 5Q: 3 clusters Score -1617159 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1617399.500000 Penalty: 4877.200195
	Iteration 6Q: 3 clusters Score -1617400 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1617611.625000 Penalty: 4877.200195
	Iteration 7Q: 3 clusters Score -1617612 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1617805.000000 Penalty: 4877.200195
	Iteration 8Q: 3 clusters Score -1617805 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1617968.625000 Penalty: 4877.200195
	Iteration 9Q: 3 clusters Score -1617969 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1618150.625000 Penalty: 4877.200195
	Iteration 10Q: 3 clusters Score -1618151 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1618332.125000 Penalty: 4877.200195
	Iteration 11Q: 3 clusters Score -1618332 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1618551.750000 Penalty: 4877.200195
	Iteration 12Q: 3 clusters Score -1618552 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1618834.125000 Penalty: 4877.200195
	Iteration 13Q: 3 clusters Score -1618834 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1619205.375000 Penalty: 4877.200195
	Iteration 14Q: 3 clusters Score -1619205 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1619706.000000 Penalty: 4877.200195
	Iteration 15Q: 3 clusters Score -1619706 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1620224.375000 Penalty: 4877.200195
	Iteration 16Q: 3 clusters Score -1620224 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1620662.875000 Penalty: 4877.200195
	Iteration 17Q: 3 clusters Score -1620663 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1621005.000000 Penalty: 4877.200195
	Iteration 18Q: 3 clusters Score -1621005 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1621227.500000 Penalty: 4877.200195
	Iteration 19Q: 3 clusters Score -1621228 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1621376.500000 Penalty: 4877.200195
	Iteration 20F: 3 clusters Score -1621376 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1621514.375000 Penalty: 4877.200195
	Iteration 21Q: 3 clusters Score -1621514 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1621623.375000 Penalty: 4877.200195
	Iteration 22Q: 3 clusters Score -1621623 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1621721.125000 Penalty: 4877.200195
	Iteration 23Q: 3 clusters Score -1621721 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1621812.875000 Penalty: 4877.200195
	Iteration 24Q: 3 clusters Score -1621813 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1621902.750000 Penalty: 4877.200195
	Iteration 25Q: 3 clusters Score -1621903 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1621997.125000 Penalty: 4877.200195
	Iteration 26Q: 3 clusters Score -1621997 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1622083.000000 Penalty: 4877.200195
	Iteration 27Q: 3 clusters Score -1622083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1622149.375000 Penalty: 4877.200195
	Iteration 28Q: 3 clusters Score -1622149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1622194.875000 Penalty: 4877.200195
	Iteration 29Q: 3 clusters Score -1622195 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1622249.875000 Penalty: 4877.200195
	Iteration 30Q: 3 clusters Score -1622250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1622296.500000 Penalty: 4877.200195
	Iteration 31Q: 3 clusters Score -1622296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1622324.000000 Penalty: 4877.200195
	Iteration 32Q: 3 clusters Score -1622324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1622358.250000 Penalty: 4877.200195
	Iteration 33Q: 3 clusters Score -1622358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1622389.250000 Penalty: 4877.200195
	Iteration 34Q: 3 clusters Score -1622389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1622415.000000 Penalty: 4877.200195
	Iteration 35Q: 3 clusters Score -1622415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1622432.250000 Penalty: 4877.200195
	Iteration 36Q: 3 clusters Score -1622432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1622445.000000 Penalty: 4877.200195
	Iteration 37Q: 3 clusters Score -1622445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1622461.125000 Penalty: 4877.200195
	Iteration 38Q: 3 clusters Score -1622461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1622473.375000 Penalty: 4877.200195
	Iteration 39Q: 3 clusters Score -1622473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1622481.375000 Penalty: 4877.200195
	Iteration 40F: 3 clusters Score -1622481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1622486.750000 Penalty: 4877.200195
	Iteration 41Q: 3 clusters Score -1622487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1622496.125000 Penalty: 4877.200195
	Iteration 42Q: 3 clusters Score -1622496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1622504.500000 Penalty: 4877.200195
	Iteration 43Q: 3 clusters Score -1622504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1622505.750000 Penalty: 4877.200195
	Iteration 44Q: 3 clusters Score -1622506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1622513.750000 Penalty: 4877.200195
	Iteration 45Q: 3 clusters Score -1622514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1622520.125000 Penalty: 4877.200195
	Iteration 46Q: 3 clusters Score -1622520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1622525.875000 Penalty: 4877.200195
	Iteration 47Q: 3 clusters Score -1622526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1622530.000000 Penalty: 4877.200195
	Iteration 48Q: 3 clusters Score -1622530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1622536.125000 Penalty: 4877.200195
	Iteration 49Q: 3 clusters Score -1622536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1622543.500000 Penalty: 4877.200195
	Iteration 50Q: 3 clusters Score -1622544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1622551.625000 Penalty: 4877.200195
	Iteration 51Q: 3 clusters Score -1622552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1622560.250000 Penalty: 4877.200195
	Iteration 52Q: 3 clusters Score -1622560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1622566.875000 Penalty: 4877.200195
	Iteration 53Q: 3 clusters Score -1622567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1622579.125000 Penalty: 4877.200195
	Iteration 54Q: 3 clusters Score -1622579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1622583.750000 Penalty: 4877.200195
	Iteration 55Q: 3 clusters Score -1622584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1622588.125000 Penalty: 4877.200195
	Iteration 56Q: 3 clusters Score -1622588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1622594.625000 Penalty: 4877.200195
	Iteration 57Q: 3 clusters Score -1622595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1622594.000000 Penalty: 4877.200195
	Iteration 58Q: 3 clusters Score -1622594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1622594.875000 Penalty: 4877.200195
	Iteration 59Q: 3 clusters Score -1622595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1622598.250000 Penalty: 4877.200195
	Iteration 60F: 3 clusters Score -1622598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1622598.875000 Penalty: 4877.200195
	Iteration 61Q: 3 clusters Score -1622599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1622602.500000 Penalty: 4877.200195
	Iteration 62Q: 3 clusters Score -1622602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1622602.125000 Penalty: 4877.200195
	Iteration 63Q: 3 clusters Score -1622602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1622606.750000 Penalty: 4877.200195
	Iteration 64Q: 3 clusters Score -1622607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1622609.750000 Penalty: 4877.200195
	Iteration 65Q: 3 clusters Score -1622610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1622609.875000 Penalty: 4877.200195
	Iteration 66Q: 3 clusters Score -1622610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1622611.500000 Penalty: 4877.200195
	Iteration 67Q: 3 clusters Score -1622612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1622613.500000 Penalty: 4877.200195
	Iteration 68Q: 3 clusters Score -1622614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1622610.125000 Penalty: 4877.200195
	Iteration 69Q: 3 clusters Score -1622610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1622609.250000 Penalty: 4877.200195
	Iteration 70Q: 3 clusters Score -1622609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1622612.000000 Penalty: 4877.200195
	Iteration 71Q: 3 clusters Score -1622612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1622610.375000 Penalty: 4877.200195
	Iteration 72Q: 3 clusters Score -1622610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1622610.500000 Penalty: 4877.200195
	Iteration 73Q: 3 clusters Score -1622610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1622615.750000 Penalty: 4877.200195
	Iteration 74Q: 3 clusters Score -1622616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1622615.875000 Penalty: 4877.200195
	Iteration 75Q: 3 clusters Score -1622616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1622616.000000 Penalty: 4877.200195
	Iteration 76Q: 3 clusters Score -1622616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1622616.000000 Penalty: 4877.200195
	Iteration 77Q: 3 clusters Score -1622616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1622617.750000 Penalty: 4877.200195
	Iteration 78Q: 3 clusters Score -1622618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1622623.375000 Penalty: 4877.200195
	Iteration 79Q: 3 clusters Score -1622623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1622625.000000 Penalty: 4877.200195
	Iteration 80F: 3 clusters Score -1622625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1622628.500000 Penalty: 4877.200195
	Iteration 81Q: 3 clusters Score -1622628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1622627.625000 Penalty: 4877.200195
	Iteration 82Q: 3 clusters Score -1622628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1622630.750000 Penalty: 4877.200195
	Iteration 83Q: 3 clusters Score -1622631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1622633.375000 Penalty: 4877.200195
	Iteration 84Q: 3 clusters Score -1622633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1622636.500000 Penalty: 4877.200195
	Iteration 85Q: 3 clusters Score -1622636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1622636.750000 Penalty: 4877.200195
	Iteration 86Q: 3 clusters Score -1622637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1622640.000000 Penalty: 4877.200195
	Iteration 87Q: 3 clusters Score -1622640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1622641.250000 Penalty: 4877.200195
	Iteration 88Q: 3 clusters Score -1622641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1622643.250000 Penalty: 4877.200195
	Iteration 89Q: 3 clusters Score -1622643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1622642.500000 Penalty: 4877.200195
	Iteration 90Q: 3 clusters Score -1622642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1622644.875000 Penalty: 4877.200195
	Iteration 91Q: 3 clusters Score -1622645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1622644.625000 Penalty: 4877.200195
	Iteration 92Q: 3 clusters Score -1622645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1622645.250000 Penalty: 4877.200195
	Iteration 93Q: 3 clusters Score -1622645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1622647.500000 Penalty: 4877.200195
	Iteration 94Q: 3 clusters Score -1622648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1622648.500000 Penalty: 4877.200195
	Iteration 95Q: 3 clusters Score -1622648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1622648.500000 Penalty: 4877.200195
	Iteration 96F: 3 clusters Score -1622648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (468132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468132 members 
Entering Unmasked Estep 
Score: -41139284.000000 Penalty: 3238.013184
	Iteration 0F: 2 clusters Score -4.113928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233651 members 
Mstep: Class 2 contains 234481 members 
Entering Unmasked Estep 
Score: -40835548.000000 Penalty: 6476.026367
	Iteration 0F: 3 clusters Score -4.083555e+07 nChanged 228387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218058 members 
Mstep: Class 2 contains 250074 members 
Entering Unmasked Estep 
Score: -40976028.000000 Penalty: 6476.026367
	Iteration 1F: 3 clusters Score -4.097603e+07 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208492 members 
Mstep: Class 2 contains 259640 members 
Entering Unmasked Estep 
Score: -40981128.000000 Penalty: 6476.026367
	Iteration 2Q: 3 clusters Score -4.098113e+07 nChanged 18928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194556 members 
Mstep: Class 2 contains 273576 members 
Entering Unmasked Estep 
Score: -40989220.000000 Penalty: 6476.026367
	Iteration 3Q: 3 clusters Score -4.098922e+07 nChanged 23559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174591 members 
Mstep: Class 2 contains 293541 members 
Entering Unmasked Estep 
Score: -41001636.000000 Penalty: 6476.026367
	Iteration 4F: 3 clusters Score -4.100164e+07 nChanged 29414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 320809 members 
Entering Unmasked Estep 
Score: -41020420.000000 Penalty: 6476.026367
	Iteration 5F: 3 clusters Score -4.102042e+07 nChanged 35463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112634 members 
Mstep: Class 2 contains 355498 members 
Entering Unmasked Estep 
Score: -41046036.000000 Penalty: 6476.026367
	Iteration 6F: 3 clusters Score -4.104604e+07 nChanged 39034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 394388 members 
Entering Unmasked Estep 
Score: -41075752.000000 Penalty: 6476.026367
	Iteration 7F: 3 clusters Score -4.107575e+07 nChanged 34331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 428703 members 
Entering Unmasked Estep 
Score: -41103988.000000 Penalty: 6476.026367
	Iteration 8F: 3 clusters Score -4.110399e+07 nChanged 22653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 451354 members 
Entering Unmasked Estep 
Score: -41122956.000000 Penalty: 6476.026367
	Iteration 9Q: 3 clusters Score -4.112296e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 462183 members 
Entering Unmasked Estep 
Score: -41131796.000000 Penalty: 6476.026367
	Iteration 10Q: 3 clusters Score -4.11318e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 466120 members 
Entering Unmasked Estep 
Score: -41134772.000000 Penalty: 6476.026367
	Iteration 11Q: 3 clusters Score -4.113477e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 467289 members 
Entering Unmasked Estep 
Score: -41135824.000000 Penalty: 6476.026367
	Iteration 12Q: 3 clusters Score -4.113582e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 467630 members 
Entering Unmasked Estep 
Score: -41136132.000000 Penalty: 6476.026367
	Iteration 13Q: 3 clusters Score -4.113613e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 467733 members 
Entering Unmasked Estep 
Score: -41136288.000000 Penalty: 6476.026367
	Iteration 14Q: 3 clusters Score -4.113629e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 467770 members 
Entering Unmasked Estep 
Score: -41136348.000000 Penalty: 6476.026367
	Iteration 15Q: 3 clusters Score -4.113635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 467784 members 
Entering Unmasked Estep 
Score: -41136388.000000 Penalty: 6476.026367
	Iteration 16Q: 3 clusters Score -4.113639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 467793 members 
Entering Unmasked Estep 
Score: -41136420.000000 Penalty: 6476.026367
	Iteration 17Q: 3 clusters Score -4.113642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 467799 members 
Entering Unmasked Estep 
Score: -41136432.000000 Penalty: 6476.026367
	Iteration 18Q: 3 clusters Score -4.113643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 467800 members 
Entering Unmasked Estep 
Score: -41136440.000000 Penalty: 6476.026367
	Iteration 19Q: 3 clusters Score -4.113644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 467802 members 
Entering Unmasked Estep 
Score: -41136444.000000 Penalty: 6476.026367
	Iteration 20F: 3 clusters Score -4.113644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 467806 members 
Entering Unmasked Estep 
Score: -41136468.000000 Penalty: 6476.026367
	Iteration 21Q: 3 clusters Score -4.113647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 467802 members 
Entering Unmasked Estep 
Score: -41136460.000000 Penalty: 6476.026367
	Iteration 22Q: 3 clusters Score -4.113646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 467799 members 
Entering Unmasked Estep 
Score: -41136472.000000 Penalty: 6476.026367
	Iteration 23Q: 3 clusters Score -4.113647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 467798 members 
Entering Unmasked Estep 
Score: -41136480.000000 Penalty: 6476.026367
	Iteration 24Q: 3 clusters Score -4.113648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 467796 members 
Entering Unmasked Estep 
Score: -41136460.000000 Penalty: 6476.026367
	Iteration 25Q: 3 clusters Score -4.113646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 467798 members 
Entering Unmasked Estep 
Score: -41136488.000000 Penalty: 6476.026367
	Iteration 26Q: 3 clusters Score -4.113649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 467800 members 
Entering Unmasked Estep 
Score: -41136492.000000 Penalty: 6476.026367
	Iteration 27Q: 3 clusters Score -4.113649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 467801 members 
Entering Unmasked Estep 
Score: -41136484.000000 Penalty: 6476.026367
	Iteration 28Q: 3 clusters Score -4.113648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 467801 members 
Entering Unmasked Estep 
Score: -41136484.000000 Penalty: 6476.026367
	Iteration 29F: 3 clusters Score -4.113648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Entering Unmasked Estep 
Score: -2297178.750000 Penalty: 2524.503906
	Iteration 0F: 2 clusters Score -2297179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2279063.000000 Penalty: 5049.007812
	Iteration 0F: 3 clusters Score -2279063 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2285393.250000 Penalty: 5049.007812
	Iteration 1F: 3 clusters Score -2285393 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2286101.000000 Penalty: 5049.007812
	Iteration 2F: 3 clusters Score -2286101 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2286919.000000 Penalty: 5049.007812
	Iteration 3F: 3 clusters Score -2286919 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2287776.500000 Penalty: 5049.007812
	Iteration 4F: 3 clusters Score -2287776 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2288699.500000 Penalty: 5049.007812
	Iteration 5F: 3 clusters Score -2288700 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2289620.250000 Penalty: 5049.007812
	Iteration 6F: 3 clusters Score -2289620 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2290510.250000 Penalty: 5049.007812
	Iteration 7F: 3 clusters Score -2290510 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2291251.750000 Penalty: 5049.007812
	Iteration 8Q: 3 clusters Score -2291252 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2291920.500000 Penalty: 5049.007812
	Iteration 9Q: 3 clusters Score -2291920 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2292522.500000 Penalty: 5049.007812
	Iteration 10Q: 3 clusters Score -2292522 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2293036.250000 Penalty: 5049.007812
	Iteration 11Q: 3 clusters Score -2293036 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2293469.250000 Penalty: 5049.007812
	Iteration 12Q: 3 clusters Score -2293469 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2293792.000000 Penalty: 5049.007812
	Iteration 13Q: 3 clusters Score -2293792 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2294054.750000 Penalty: 5049.007812
	Iteration 14Q: 3 clusters Score -2294055 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2294276.500000 Penalty: 5049.007812
	Iteration 15Q: 3 clusters Score -2294276 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2294450.750000 Penalty: 5049.007812
	Iteration 16Q: 3 clusters Score -2294451 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2294590.500000 Penalty: 5049.007812
	Iteration 17Q: 3 clusters Score -2294590 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2294694.000000 Penalty: 5049.007812
	Iteration 18Q: 3 clusters Score -2294694 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2294795.000000 Penalty: 5049.007812
	Iteration 19Q: 3 clusters Score -2294795 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2294887.000000 Penalty: 5049.007812
	Iteration 20F: 3 clusters Score -2294887 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2294965.250000 Penalty: 5049.007812
	Iteration 21Q: 3 clusters Score -2294965 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2295035.750000 Penalty: 5049.007812
	Iteration 22Q: 3 clusters Score -2295036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2295097.250000 Penalty: 5049.007812
	Iteration 23Q: 3 clusters Score -2295097 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2295168.250000 Penalty: 5049.007812
	Iteration 24Q: 3 clusters Score -2295168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2295238.000000 Penalty: 5049.007812
	Iteration 25Q: 3 clusters Score -2295238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2295285.250000 Penalty: 5049.007812
	Iteration 26Q: 3 clusters Score -2295285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2295308.250000 Penalty: 5049.007812
	Iteration 27Q: 3 clusters Score -2295308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2295333.000000 Penalty: 5049.007812
	Iteration 28Q: 3 clusters Score -2295333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2295353.500000 Penalty: 5049.007812
	Iteration 29Q: 3 clusters Score -2295354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2295360.250000 Penalty: 5049.007812
	Iteration 30Q: 3 clusters Score -2295360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2295376.500000 Penalty: 5049.007812
	Iteration 31Q: 3 clusters Score -2295376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2295385.750000 Penalty: 5049.007812
	Iteration 32Q: 3 clusters Score -2295386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2295393.500000 Penalty: 5049.007812
	Iteration 33Q: 3 clusters Score -2295394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2295409.750000 Penalty: 5049.007812
	Iteration 34Q: 3 clusters Score -2295410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2295421.000000 Penalty: 5049.007812
	Iteration 35Q: 3 clusters Score -2295421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2295433.750000 Penalty: 5049.007812
	Iteration 36Q: 3 clusters Score -2295434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2295439.500000 Penalty: 5049.007812
	Iteration 37Q: 3 clusters Score -2295440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2295449.000000 Penalty: 5049.007812
	Iteration 38Q: 3 clusters Score -2295449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2295461.250000 Penalty: 5049.007812
	Iteration 39Q: 3 clusters Score -2295461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2295471.000000 Penalty: 5049.007812
	Iteration 40F: 3 clusters Score -2295471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2295476.750000 Penalty: 5049.007812
	Iteration 41Q: 3 clusters Score -2295477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2295491.750000 Penalty: 5049.007812
	Iteration 42Q: 3 clusters Score -2295492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2295507.000000 Penalty: 5049.007812
	Iteration 43Q: 3 clusters Score -2295507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2295521.000000 Penalty: 5049.007812
	Iteration 44Q: 3 clusters Score -2295521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2295523.750000 Penalty: 5049.007812
	Iteration 45Q: 3 clusters Score -2295524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2295529.500000 Penalty: 5049.007812
	Iteration 46Q: 3 clusters Score -2295530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2295532.500000 Penalty: 5049.007812
	Iteration 47Q: 3 clusters Score -2295532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2295534.750000 Penalty: 5049.007812
	Iteration 48Q: 3 clusters Score -2295535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2295543.000000 Penalty: 5049.007812
	Iteration 49Q: 3 clusters Score -2295543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2295549.500000 Penalty: 5049.007812
	Iteration 50Q: 3 clusters Score -2295550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2295556.250000 Penalty: 5049.007812
	Iteration 51Q: 3 clusters Score -2295556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2295556.250000 Penalty: 5049.007812
	Iteration 52Q: 3 clusters Score -2295556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2295557.500000 Penalty: 5049.007812
	Iteration 53Q: 3 clusters Score -2295558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2295559.750000 Penalty: 5049.007812
	Iteration 54Q: 3 clusters Score -2295560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2295558.750000 Penalty: 5049.007812
	Iteration 55Q: 3 clusters Score -2295559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2295562.000000 Penalty: 5049.007812
	Iteration 56Q: 3 clusters Score -2295562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2295561.000000 Penalty: 5049.007812
	Iteration 57Q: 3 clusters Score -2295561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2295562.500000 Penalty: 5049.007812
	Iteration 58Q: 3 clusters Score -2295562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2295566.250000 Penalty: 5049.007812
	Iteration 59Q: 3 clusters Score -2295566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2295566.250000 Penalty: 5049.007812
	Iteration 60F: 3 clusters Score -2295566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2295563.250000 Penalty: 5049.007812
	Iteration 61Q: 3 clusters Score -2295563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2295563.250000 Penalty: 5049.007812
	Iteration 62F: 3 clusters Score -2295563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -551608.812500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -551608.8 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 3288 members 
Entering Unmasked Estep 
Score: -546181.125000 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -546181.1 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -547593.937500 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -547593.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -547850.500000 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -547850.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -548032.250000 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -548032.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -548158.750000 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -548158.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -548250.312500 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -548250.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -548341.312500 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -548341.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -548438.687500 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -548438.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -548541.875000 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -548541.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -548639.812500 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -548639.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -548731.250000 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -548731.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -548825.500000 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -548825.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -548949.875000 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -548949.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -549093.812500 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -549093.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -549224.312500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -549224.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -549344.000000 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -549344 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -549440.062500 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -549440.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -549557.312500 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -549557.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -549678.312500 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -549678.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -549800.437500 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -549800.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -549925.437500 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -549925.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -550032.312500 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -550032.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -550108.625000 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -550108.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -550171.812500 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -550171.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -550221.687500 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -550221.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -550247.375000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -550247.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -550260.000000 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -550260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -550270.750000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -550270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -550277.375000 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -550277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -550280.812500 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -550280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -550282.312500 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -550282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -550284.437500 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -550284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -550286.062500 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -550286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -550286.812500 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -550286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -550286.500000 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -550286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -550289.375000 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -550289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -550288.937500 Penalty: 4351.982422
	Iteration 36Q: 3 clusters Score -550288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -550288.937500 Penalty: 4351.982422
	Iteration 37F: 3 clusters Score -550288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Entering Unmasked Estep 
Score: -1985201.375000 Penalty: 2486.890137
	Iteration 0F: 2 clusters Score -1985201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1969452.125000 Penalty: 4973.780273
	Iteration 0F: 3 clusters Score -1969452 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1974860.250000 Penalty: 4973.780273
	Iteration 1F: 3 clusters Score -1974860 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1975221.000000 Penalty: 4973.780273
	Iteration 2Q: 3 clusters Score -1975221 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1975493.250000 Penalty: 4973.780273
	Iteration 3Q: 3 clusters Score -1975493 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1975711.625000 Penalty: 4973.780273
	Iteration 4Q: 3 clusters Score -1975712 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1975887.500000 Penalty: 4973.780273
	Iteration 5Q: 3 clusters Score -1975888 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1976055.500000 Penalty: 4973.780273
	Iteration 6Q: 3 clusters Score -1976056 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1976248.625000 Penalty: 4973.780273
	Iteration 7Q: 3 clusters Score -1976249 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1976477.500000 Penalty: 4973.780273
	Iteration 8Q: 3 clusters Score -1976478 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1976799.625000 Penalty: 4973.780273
	Iteration 9Q: 3 clusters Score -1976800 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1977232.250000 Penalty: 4973.780273
	Iteration 10Q: 3 clusters Score -1977232 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1977810.500000 Penalty: 4973.780273
	Iteration 11Q: 3 clusters Score -1977810 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1978600.500000 Penalty: 4973.780273
	Iteration 12F: 3 clusters Score -1978600 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1979495.750000 Penalty: 4973.780273
	Iteration 13F: 3 clusters Score -1979496 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1980296.750000 Penalty: 4973.780273
	Iteration 14Q: 3 clusters Score -1980297 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1981002.250000 Penalty: 4973.780273
	Iteration 15Q: 3 clusters Score -1981002 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1981607.625000 Penalty: 4973.780273
	Iteration 16Q: 3 clusters Score -1981608 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1982095.750000 Penalty: 4973.780273
	Iteration 17Q: 3 clusters Score -1982096 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1982440.125000 Penalty: 4973.780273
	Iteration 18Q: 3 clusters Score -1982440 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -1982668.625000 Penalty: 4973.780273
	Iteration 19Q: 3 clusters Score -1982669 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1982808.875000 Penalty: 4973.780273
	Iteration 20F: 3 clusters Score -1982809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -1982889.500000 Penalty: 4973.780273
	Iteration 21Q: 3 clusters Score -1982890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -1982944.375000 Penalty: 4973.780273
	Iteration 22Q: 3 clusters Score -1982944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -1982965.875000 Penalty: 4973.780273
	Iteration 23Q: 3 clusters Score -1982966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -1982986.750000 Penalty: 4973.780273
	Iteration 24Q: 3 clusters Score -1982987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -1982997.500000 Penalty: 4973.780273
	Iteration 25Q: 3 clusters Score -1982998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1983021.125000 Penalty: 4973.780273
	Iteration 26Q: 3 clusters Score -1983021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1983030.625000 Penalty: 4973.780273
	Iteration 27Q: 3 clusters Score -1983031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -1983041.750000 Penalty: 4973.780273
	Iteration 28Q: 3 clusters Score -1983042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1983049.000000 Penalty: 4973.780273
	Iteration 29Q: 3 clusters Score -1983049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1983051.375000 Penalty: 4973.780273
	Iteration 30Q: 3 clusters Score -1983051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1983053.375000 Penalty: 4973.780273
	Iteration 31Q: 3 clusters Score -1983053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1983055.000000 Penalty: 4973.780273
	Iteration 32Q: 3 clusters Score -1983055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1983055.000000 Penalty: 4973.780273
	Iteration 33F: 3 clusters Score -1983055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -360370.406250 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -360370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -356198.437500 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -356198.4 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -357153.312500 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -357153.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -357428.781250 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -357428.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -357637.437500 Penalty: 4160.333008
	Iteration 3F: 3 clusters Score -357637.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -357870.500000 Penalty: 4160.333008
	Iteration 4F: 3 clusters Score -357870.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -358089.468750 Penalty: 4160.333008
	Iteration 5F: 3 clusters Score -358089.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -358266.093750 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -358266.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -358446.062500 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -358446.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -358603.406250 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -358603.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -358804.250000 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -358804.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -359033.093750 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -359033.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -359386.656250 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -359386.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -359812.781250 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -359812.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -360092.375000 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -360092.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -360238.031250 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -360238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -360346.906250 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -360346.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -360424.125000 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -360424.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -360465.187500 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -360465.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -360493.750000 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -360493.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -360504.218750 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -360504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360509.968750 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -360510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -360511.156250 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -360511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -360512.687500 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -360512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -360513.375000 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -360513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -360513.156250 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -360513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -360515.187500 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -360515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -360516.781250 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -360516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -360518.093750 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -360518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360519.406250 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -360519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -360519.406250 Penalty: 4160.333008
	Iteration 29F: 3 clusters Score -360519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25514 members 
Mstep: Class 4 contains 17198 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 468132 members 
Mstep: Class 12 contains 26356 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22647 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40429 members 
Mstep: Class 18 contains 129222 members 
Mstep: Class 19 contains 152455 members 
Mstep: Class 20 contains 211915 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108045 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 211126 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20678 members 
Mstep: Class 30 contains 11497 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Mstep: Class 33 contains 2037 members 
Entering Unmasked Estep 
Score: -146450336.000000 Penalty: 117435.039062
Splitting cluster 15 changes total score from -146452112.000000 to -146450336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -380053.750000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -380053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -375745.531250 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -375745.5 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -376969.593750 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -376969.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -377336.687500 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -377336.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -377666.312500 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -377666.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -378025.593750 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -378025.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -378387.468750 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -378387.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -378757.156250 Penalty: 4185.858887
	Iteration 6F: 3 clusters Score -378757.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -379132.906250 Penalty: 4185.858887
	Iteration 7F: 3 clusters Score -379132.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -379485.906250 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -379485.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -379767.187500 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -379767.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -379932.343750 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -379932.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -380057.937500 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -380057.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -380167.812500 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -380167.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -380233.500000 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -380233.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -380270.062500 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -380270.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -380297.687500 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -380297.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -380308.406250 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -380308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -380316.312500 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -380316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -380316.218750 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -380316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -380316.218750 Penalty: 4185.858887
	Iteration 19F: 3 clusters Score -380316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25514 members 
Mstep: Class 4 contains 17198 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 468132 members 
Mstep: Class 12 contains 26356 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22647 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 40429 members 
Mstep: Class 18 contains 129222 members 
Mstep: Class 19 contains 152455 members 
Mstep: Class 20 contains 211915 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108045 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 211126 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20678 members 
Mstep: Class 30 contains 11497 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Mstep: Class 33 contains 793 members 
Entering Unmasked Estep 
Score: -146450752.000000 Penalty: 117435.039062
Splitting cluster 16 changes total score from -146452112.000000 to -146450752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (40429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Entering Unmasked Estep 
Score: -3690797.250000 Penalty: 2630.611084
	Iteration 0F: 2 clusters Score -3690797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3663355.750000 Penalty: 5261.222168
	Iteration 0F: 3 clusters Score -3663356 nChanged 18682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3673771.000000 Penalty: 5261.222168
	Iteration 1F: 3 clusters Score -3673771 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3674300.500000 Penalty: 5261.222168
	Iteration 2Q: 3 clusters Score -3674300 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3674792.500000 Penalty: 5261.222168
	Iteration 3Q: 3 clusters Score -3674792 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3675261.000000 Penalty: 5261.222168
	Iteration 4Q: 3 clusters Score -3675261 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3675746.750000 Penalty: 5261.222168
	Iteration 5Q: 3 clusters Score -3675747 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3676250.750000 Penalty: 5261.222168
	Iteration 6Q: 3 clusters Score -3676251 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3676808.750000 Penalty: 5261.222168
	Iteration 7Q: 3 clusters Score -3676809 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3677527.500000 Penalty: 5261.222168
	Iteration 8Q: 3 clusters Score -3677528 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3678501.250000 Penalty: 5261.222168
	Iteration 9Q: 3 clusters Score -3678501 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3679671.250000 Penalty: 5261.222168
	Iteration 10Q: 3 clusters Score -3679671 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3681038.000000 Penalty: 5261.222168
	Iteration 11F: 3 clusters Score -3681038 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3682178.750000 Penalty: 5261.222168
	Iteration 12Q: 3 clusters Score -3682179 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3682825.000000 Penalty: 5261.222168
	Iteration 13Q: 3 clusters Score -3682825 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3683152.250000 Penalty: 5261.222168
	Iteration 14Q: 3 clusters Score -3683152 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3683347.750000 Penalty: 5261.222168
	Iteration 15Q: 3 clusters Score -3683348 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3683513.000000 Penalty: 5261.222168
	Iteration 16Q: 3 clusters Score -3683513 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3683669.750000 Penalty: 5261.222168
	Iteration 17Q: 3 clusters Score -3683670 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3683774.500000 Penalty: 5261.222168
	Iteration 18Q: 3 clusters Score -3683774 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3683939.000000 Penalty: 5261.222168
	Iteration 19Q: 3 clusters Score -3683939 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3684108.500000 Penalty: 5261.222168
	Iteration 20F: 3 clusters Score -3684108 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3684272.250000 Penalty: 5261.222168
	Iteration 21Q: 3 clusters Score -3684272 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3684460.750000 Penalty: 5261.222168
	Iteration 22Q: 3 clusters Score -3684461 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3684628.250000 Penalty: 5261.222168
	Iteration 23Q: 3 clusters Score -3684628 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3684814.500000 Penalty: 5261.222168
	Iteration 24Q: 3 clusters Score -3684814 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3685012.000000 Penalty: 5261.222168
	Iteration 25Q: 3 clusters Score -3685012 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3685183.000000 Penalty: 5261.222168
	Iteration 26Q: 3 clusters Score -3685183 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3685364.000000 Penalty: 5261.222168
	Iteration 27Q: 3 clusters Score -3685364 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3685519.750000 Penalty: 5261.222168
	Iteration 28Q: 3 clusters Score -3685520 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3685702.500000 Penalty: 5261.222168
	Iteration 29Q: 3 clusters Score -3685702 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3685878.000000 Penalty: 5261.222168
	Iteration 30Q: 3 clusters Score -3685878 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3686046.750000 Penalty: 5261.222168
	Iteration 31Q: 3 clusters Score -3686047 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3686202.000000 Penalty: 5261.222168
	Iteration 32Q: 3 clusters Score -3686202 nChanged 431
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3686373.000000 Penalty: 5261.222168
	Iteration 33Q: 3 clusters Score -3686373 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3686489.250000 Penalty: 5261.222168
	Iteration 34Q: 3 clusters Score -3686489 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3686636.000000 Penalty: 5261.222168
	Iteration 35Q: 3 clusters Score -3686636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3686744.500000 Penalty: 5261.222168
	Iteration 36Q: 3 clusters Score -3686744 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3686846 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3686943.500000 Penalty: 5261.222168
	Iteration 38Q: 3 clusters Score -3686944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3687054.750000 Penalty: 5261.222168
	Iteration 39Q: 3 clusters Score -3687055 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3687159.750000 Penalty: 5261.222168
	Iteration 40F: 3 clusters Score -3687160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3687252.000000 Penalty: 5261.222168
	Iteration 41Q: 3 clusters Score -3687252 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3687373.750000 Penalty: 5261.222168
	Iteration 42Q: 3 clusters Score -3687374 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3687486.750000 Penalty: 5261.222168
	Iteration 43Q: 3 clusters Score -3687487 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3687579.250000 Penalty: 5261.222168
	Iteration 44Q: 3 clusters Score -3687579 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3687673.000000 Penalty: 5261.222168
	Iteration 45Q: 3 clusters Score -3687673 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3687759.250000 Penalty: 5261.222168
	Iteration 46Q: 3 clusters Score -3687759 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3687839.000000 Penalty: 5261.222168
	Iteration 47Q: 3 clusters Score -3687839 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3687901.750000 Penalty: 5261.222168
	Iteration 48Q: 3 clusters Score -3687902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3687969.750000 Penalty: 5261.222168
	Iteration 49Q: 3 clusters Score -3687970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3688047.250000 Penalty: 5261.222168
	Iteration 50Q: 3 clusters Score -3688047 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3688112.750000 Penalty: 5261.222168
	Iteration 51Q: 3 clusters Score -3688113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3688162.250000 Penalty: 5261.222168
	Iteration 52Q: 3 clusters Score -3688162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3688192.250000 Penalty: 5261.222168
	Iteration 53Q: 3 clusters Score -3688192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3688249.500000 Penalty: 5261.222168
	Iteration 54Q: 3 clusters Score -3688250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3688283.250000 Penalty: 5261.222168
	Iteration 55Q: 3 clusters Score -3688283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3688307.250000 Penalty: 5261.222168
	Iteration 56Q: 3 clusters Score -3688307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3688331.250000 Penalty: 5261.222168
	Iteration 57Q: 3 clusters Score -3688331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3688345.750000 Penalty: 5261.222168
	Iteration 58Q: 3 clusters Score -3688346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3688382.750000 Penalty: 5261.222168
	Iteration 59Q: 3 clusters Score -3688383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3688410.000000 Penalty: 5261.222168
	Iteration 60F: 3 clusters Score -3688410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3688424.500000 Penalty: 5261.222168
	Iteration 61Q: 3 clusters Score -3688424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3688440.250000 Penalty: 5261.222168
	Iteration 62Q: 3 clusters Score -3688440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3688461.750000 Penalty: 5261.222168
	Iteration 63Q: 3 clusters Score -3688462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3688481.750000 Penalty: 5261.222168
	Iteration 64Q: 3 clusters Score -3688482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3688494.500000 Penalty: 5261.222168
	Iteration 65Q: 3 clusters Score -3688494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3688506.000000 Penalty: 5261.222168
	Iteration 66Q: 3 clusters Score -3688506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3688515.500000 Penalty: 5261.222168
	Iteration 67Q: 3 clusters Score -3688516 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3688526.000000 Penalty: 5261.222168
	Iteration 68Q: 3 clusters Score -3688526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3688535.750000 Penalty: 5261.222168
	Iteration 69Q: 3 clusters Score -3688536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3688540.750000 Penalty: 5261.222168
	Iteration 70Q: 3 clusters Score -3688541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3688544.000000 Penalty: 5261.222168
	Iteration 71Q: 3 clusters Score -3688544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3688553.750000 Penalty: 5261.222168
	Iteration 72Q: 3 clusters Score -3688554 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3688548.750000 Penalty: 5261.222168
	Iteration 73Q: 3 clusters Score -3688549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3688549.250000 Penalty: 5261.222168
	Iteration 74Q: 3 clusters Score -3688549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3688540.750000 Penalty: 5261.222168
	Iteration 75Q: 3 clusters Score -3688541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3688544.750000 Penalty: 5261.222168
	Iteration 76Q: 3 clusters Score -3688545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3688544.500000 Penalty: 5261.222168
	Iteration 77Q: 3 clusters Score -3688544 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3688551.000000 Penalty: 5261.222168
	Iteration 78Q: 3 clusters Score -3688551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3688547.750000 Penalty: 5261.222168
	Iteration 79Q: 3 clusters Score -3688548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3688551.000000 Penalty: 5261.222168
	Iteration 80F: 3 clusters Score -3688551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3688551.250000 Penalty: 5261.222168
	Iteration 81Q: 3 clusters Score -3688551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3688556.250000 Penalty: 5261.222168
	Iteration 82Q: 3 clusters Score -3688556 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3688560.500000 Penalty: 5261.222168
	Iteration 83Q: 3 clusters Score -3688560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3688561.250000 Penalty: 5261.222168
	Iteration 84Q: 3 clusters Score -3688561 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3688562.500000 Penalty: 5261.222168
	Iteration 85Q: 3 clusters Score -3688562 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3688564.000000 Penalty: 5261.222168
	Iteration 86Q: 3 clusters Score -3688564 nChanged 1
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Mstep: Class 1 contains 39476 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3688562 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3688565.750000 Penalty: 5261.222168
	Iteration 88Q: 3 clusters Score -3688566 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3688563.000000 Penalty: 5261.222168
	Iteration 89Q: 3 clusters Score -3688563 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3688566.250000 Penalty: 5261.222168
	Iteration 90Q: 3 clusters Score -3688566 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3688572.250000 Penalty: 5261.222168
	Iteration 91Q: 3 clusters Score -3688572 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3688581.250000 Penalty: 5261.222168
	Iteration 92Q: 3 clusters Score -3688581 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3688578.750000 Penalty: 5261.222168
	Iteration 93Q: 3 clusters Score -3688579 nChanged 6
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Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3688584.250000 Penalty: 5261.222168
	Iteration 94Q: 3 clusters Score -3688584 nChanged 7
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Mstep: Class 1 contains 39528 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3688586 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3688587.500000 Penalty: 5261.222168
	Iteration 96Q: 3 clusters Score -3688588 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3688588.500000 Penalty: 5261.222168
	Iteration 97Q: 3 clusters Score -3688588 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3688590.250000 Penalty: 5261.222168
	Iteration 98Q: 3 clusters Score -3688590 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3688593.250000 Penalty: 5261.222168
	Iteration 99Q: 3 clusters Score -3688593 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3688593.500000 Penalty: 5261.222168
	Iteration 100F: 3 clusters Score -3688594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3688593.250000 Penalty: 5261.222168
	Iteration 101Q: 3 clusters Score -3688593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3688593.250000 Penalty: 5261.222168
	Iteration 102F: 3 clusters Score -3688593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (129222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129222 members 
Entering Unmasked Estep 
Score: -11779398.000000 Penalty: 2918.783203
	Iteration 0F: 2 clusters Score -1.17794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -11692590.000000 Penalty: 5837.566406
	Iteration 0F: 3 clusters Score -1.169259e+07 nChanged 61557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -11727992.000000 Penalty: 5837.566406
	Iteration 1F: 3 clusters Score -1.172799e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -11729052.000000 Penalty: 5837.566406
	Iteration 2Q: 3 clusters Score -1.172905e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -11730736.000000 Penalty: 5837.566406
	Iteration 3Q: 3 clusters Score -1.173074e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -11733525.000000 Penalty: 5837.566406
	Iteration 4Q: 3 clusters Score -1.173352e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -11738664.000000 Penalty: 5837.566406
	Iteration 5F: 3 clusters Score -1.173866e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -11746786.000000 Penalty: 5837.566406
	Iteration 6F: 3 clusters Score -1.174679e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -11757168.000000 Penalty: 5837.566406
	Iteration 7F: 3 clusters Score -1.175717e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -11765877.000000 Penalty: 5837.566406
	Iteration 8F: 3 clusters Score -1.176588e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -11771461.000000 Penalty: 5837.566406
	Iteration 9Q: 3 clusters Score -1.177146e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -11774304.000000 Penalty: 5837.566406
	Iteration 10Q: 3 clusters Score -1.17743e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -11775630.000000 Penalty: 5837.566406
	Iteration 11Q: 3 clusters Score -1.177563e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11776176.000000 Penalty: 5837.566406
	Iteration 12Q: 3 clusters Score -1.177618e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11776428.000000 Penalty: 5837.566406
	Iteration 13Q: 3 clusters Score -1.177643e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127640 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11776623.000000 Penalty: 5837.566406
	Iteration 14Q: 3 clusters Score -1.177662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11776735.000000 Penalty: 5837.566406
	Iteration 15Q: 3 clusters Score -1.177674e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11776821.000000 Penalty: 5837.566406
	Iteration 16Q: 3 clusters Score -1.177682e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11776895.000000 Penalty: 5837.566406
	Iteration 17Q: 3 clusters Score -1.17769e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11776944.000000 Penalty: 5837.566406
	Iteration 18Q: 3 clusters Score -1.177694e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11776955.000000 Penalty: 5837.566406
	Iteration 19Q: 3 clusters Score -1.177696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11776995.000000 Penalty: 5837.566406
	Iteration 20F: 3 clusters Score -1.1777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128085 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11777027.000000 Penalty: 5837.566406
	Iteration 21Q: 3 clusters Score -1.177703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11777029.000000 Penalty: 5837.566406
	Iteration 22Q: 3 clusters Score -1.177703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11777045.000000 Penalty: 5837.566406
	Iteration 23Q: 3 clusters Score -1.177704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128126 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11777045.000000 Penalty: 5837.566406
	Iteration 24Q: 3 clusters Score -1.177704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11777058.000000 Penalty: 5837.566406
	Iteration 25Q: 3 clusters Score -1.177706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11777060.000000 Penalty: 5837.566406
	Iteration 26Q: 3 clusters Score -1.177706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128135 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11777060.000000 Penalty: 5837.566406
	Iteration 27Q: 3 clusters Score -1.177706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128136 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11777062.000000 Penalty: 5837.566406
	Iteration 28Q: 3 clusters Score -1.177706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11777064.000000 Penalty: 5837.566406
	Iteration 29Q: 3 clusters Score -1.177706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11777070.000000 Penalty: 5837.566406
	Iteration 30Q: 3 clusters Score -1.177707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11777071.000000 Penalty: 5837.566406
	Iteration 31Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128141 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11777070.000000 Penalty: 5837.566406
	Iteration 32Q: 3 clusters Score -1.177707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11777071.000000 Penalty: 5837.566406
	Iteration 33Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128140 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11777079.000000 Penalty: 5837.566406
	Iteration 34Q: 3 clusters Score -1.177708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11777075.000000 Penalty: 5837.566406
	Iteration 35Q: 3 clusters Score -1.177708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128143 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11777069.000000 Penalty: 5837.566406
	Iteration 36Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 5837.566406
	Iteration 37Q: 3 clusters Score -1.177707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 5837.566406
	Iteration 38F: 3 clusters Score -1.177707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Entering Unmasked Estep 
Score: -13689549.000000 Penalty: 2959.786865
	Iteration 0F: 2 clusters Score -1.368955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -13587419.000000 Penalty: 5919.573730
	Iteration 0F: 3 clusters Score -1.358742e+07 nChanged 72692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -13629160.000000 Penalty: 5919.573730
	Iteration 1F: 3 clusters Score -1.362916e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -13629996.000000 Penalty: 5919.573730
	Iteration 2Q: 3 clusters Score -1.363e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -13631222.000000 Penalty: 5919.573730
	Iteration 3Q: 3 clusters Score -1.363122e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -13632937.000000 Penalty: 5919.573730
	Iteration 4Q: 3 clusters Score -1.363294e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -13635404.000000 Penalty: 5919.573730
	Iteration 5Q: 3 clusters Score -1.36354e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -13639096.000000 Penalty: 5919.573730
	Iteration 6Q: 3 clusters Score -1.36391e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -13644333.000000 Penalty: 5919.573730
	Iteration 7F: 3 clusters Score -1.364433e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -13651028.000000 Penalty: 5919.573730
	Iteration 8F: 3 clusters Score -1.365103e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -13658431.000000 Penalty: 5919.573730
	Iteration 9F: 3 clusters Score -1.365843e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -13664823.000000 Penalty: 5919.573730
	Iteration 10F: 3 clusters Score -1.366482e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -13669199.000000 Penalty: 5919.573730
	Iteration 11Q: 3 clusters Score -1.36692e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -13671753.000000 Penalty: 5919.573730
	Iteration 12Q: 3 clusters Score -1.367175e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -13673687.000000 Penalty: 5919.573730
	Iteration 13Q: 3 clusters Score -1.367369e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 129258 members 
Entering Unmasked Estep 
Score: -13675161.000000 Penalty: 5919.573730
	Iteration 14Q: 3 clusters Score -1.367516e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 132140 members 
Entering Unmasked Estep 
Score: -13676477.000000 Penalty: 5919.573730
	Iteration 15Q: 3 clusters Score -1.367648e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -13677747.000000 Penalty: 5919.573730
	Iteration 16Q: 3 clusters Score -1.367775e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -13679011.000000 Penalty: 5919.573730
	Iteration 17Q: 3 clusters Score -1.367901e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 139753 members 
Entering Unmasked Estep 
Score: -13680165.000000 Penalty: 5919.573730
	Iteration 18Q: 3 clusters Score -1.368016e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 141942 members 
Entering Unmasked Estep 
Score: -13681254.000000 Penalty: 5919.573730
	Iteration 19Q: 3 clusters Score -1.368125e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 144028 members 
Entering Unmasked Estep 
Score: -13682405.000000 Penalty: 5919.573730
	Iteration 20F: 3 clusters Score -1.36824e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -13683406.000000 Penalty: 5919.573730
	Iteration 21Q: 3 clusters Score -1.368341e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -13684422.000000 Penalty: 5919.573730
	Iteration 22Q: 3 clusters Score -1.368442e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -13685084.000000 Penalty: 5919.573730
	Iteration 23Q: 3 clusters Score -1.368508e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -13685638.000000 Penalty: 5919.573730
	Iteration 24Q: 3 clusters Score -1.368564e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -13686058.000000 Penalty: 5919.573730
	Iteration 25Q: 3 clusters Score -1.368606e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 150589 members 
Entering Unmasked Estep 
Score: -13686337.000000 Penalty: 5919.573730
	Iteration 26Q: 3 clusters Score -1.368634e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 150892 members 
Entering Unmasked Estep 
Score: -13686556.000000 Penalty: 5919.573730
	Iteration 27Q: 3 clusters Score -1.368656e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -13686685.000000 Penalty: 5919.573730
	Iteration 28Q: 3 clusters Score -1.368668e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 151246 members 
Entering Unmasked Estep 
Score: -13686767.000000 Penalty: 5919.573730
	Iteration 29Q: 3 clusters Score -1.368677e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 151353 members 
Entering Unmasked Estep 
Score: -13686835.000000 Penalty: 5919.573730
	Iteration 30Q: 3 clusters Score -1.368684e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 151429 members 
Entering Unmasked Estep 
Score: -13686883.000000 Penalty: 5919.573730
	Iteration 31Q: 3 clusters Score -1.368688e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -13686913.000000 Penalty: 5919.573730
	Iteration 32Q: 3 clusters Score -1.368691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 151531 members 
Entering Unmasked Estep 
Score: -13686929.000000 Penalty: 5919.573730
	Iteration 33Q: 3 clusters Score -1.368693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -13686930.000000 Penalty: 5919.573730
	Iteration 34Q: 3 clusters Score -1.368693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -13686948.000000 Penalty: 5919.573730
	Iteration 35Q: 3 clusters Score -1.368695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -13686962.000000 Penalty: 5919.573730
	Iteration 36Q: 3 clusters Score -1.368696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -13686978.000000 Penalty: 5919.573730
	Iteration 37Q: 3 clusters Score -1.368698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -13686977.000000 Penalty: 5919.573730
	Iteration 38Q: 3 clusters Score -1.368698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -13686989.000000 Penalty: 5919.573730
	Iteration 39Q: 3 clusters Score -1.368699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 151654 members 
Entering Unmasked Estep 
Score: -13686993.000000 Penalty: 5919.573730
	Iteration 40F: 3 clusters Score -1.368699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -13687000.000000 Penalty: 5919.573730
	Iteration 41Q: 3 clusters Score -1.3687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -13687002.000000 Penalty: 5919.573730
	Iteration 42Q: 3 clusters Score -1.3687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -13687008.000000 Penalty: 5919.573730
	Iteration 43Q: 3 clusters Score -1.368701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 151672 members 
Entering Unmasked Estep 
Score: -13687002.000000 Penalty: 5919.573730
	Iteration 44Q: 3 clusters Score -1.3687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -13687006.000000 Penalty: 5919.573730
	Iteration 45Q: 3 clusters Score -1.368701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -13687016.000000 Penalty: 5919.573730
	Iteration 46Q: 3 clusters Score -1.368702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -13687032.000000 Penalty: 5919.573730
	Iteration 47Q: 3 clusters Score -1.368703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 151707 members 
Entering Unmasked Estep 
Score: -13687050.000000 Penalty: 5919.573730
	Iteration 48Q: 3 clusters Score -1.368705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -13687053.000000 Penalty: 5919.573730
	Iteration 49Q: 3 clusters Score -1.368705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 151733 members 
Entering Unmasked Estep 
Score: -13687067.000000 Penalty: 5919.573730
	Iteration 50Q: 3 clusters Score -1.368707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -13687066.000000 Penalty: 5919.573730
	Iteration 51Q: 3 clusters Score -1.368707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -13687064.000000 Penalty: 5919.573730
	Iteration 52Q: 3 clusters Score -1.368706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -13687063.000000 Penalty: 5919.573730
	Iteration 53Q: 3 clusters Score -1.368706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -13687068.000000 Penalty: 5919.573730
	Iteration 54Q: 3 clusters Score -1.368707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 151784 members 
Entering Unmasked Estep 
Score: -13687070.000000 Penalty: 5919.573730
	Iteration 55Q: 3 clusters Score -1.368707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -13687076.000000 Penalty: 5919.573730
	Iteration 56Q: 3 clusters Score -1.368708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -13687076.000000 Penalty: 5919.573730
	Iteration 57F: 3 clusters Score -1.368708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (211915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211915 members 
Entering Unmasked Estep 
Score: -18611824.000000 Penalty: 3041.457275
	Iteration 0F: 2 clusters Score -1.861182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -18469574.000000 Penalty: 6082.914551
	Iteration 0F: 3 clusters Score -1.846957e+07 nChanged 102002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -18530076.000000 Penalty: 6082.914551
	Iteration 1F: 3 clusters Score -1.853008e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -18531208.000000 Penalty: 6082.914551
	Iteration 2Q: 3 clusters Score -1.853121e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -18532872.000000 Penalty: 6082.914551
	Iteration 3Q: 3 clusters Score -1.853287e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 117265 members 
Entering Unmasked Estep 
Score: -18534816.000000 Penalty: 6082.914551
	Iteration 4Q: 3 clusters Score -1.853482e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -18537744.000000 Penalty: 6082.914551
	Iteration 5Q: 3 clusters Score -1.853774e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 131543 members 
Entering Unmasked Estep 
Score: -18542478.000000 Penalty: 6082.914551
	Iteration 6Q: 3 clusters Score -1.854248e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 142910 members 
Entering Unmasked Estep 
Score: -18550088.000000 Penalty: 6082.914551
	Iteration 7F: 3 clusters Score -1.855009e+07 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -18560946.000000 Penalty: 6082.914551
	Iteration 8F: 3 clusters Score -1.856095e+07 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -18573390.000000 Penalty: 6082.914551
	Iteration 9F: 3 clusters Score -1.857339e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -18585048.000000 Penalty: 6082.914551
	Iteration 10F: 3 clusters Score -1.858505e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 194683 members 
Entering Unmasked Estep 
Score: -18594102.000000 Penalty: 6082.914551
	Iteration 11Q: 3 clusters Score -1.85941e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 201664 members 
Entering Unmasked Estep 
Score: -18600368.000000 Penalty: 6082.914551
	Iteration 12Q: 3 clusters Score -1.860037e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -18604490.000000 Penalty: 6082.914551
	Iteration 13Q: 3 clusters Score -1.860449e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 209060 members 
Entering Unmasked Estep 
Score: -18606878.000000 Penalty: 6082.914551
	Iteration 14Q: 3 clusters Score -1.860688e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 210461 members 
Entering Unmasked Estep 
Score: -18608076.000000 Penalty: 6082.914551
	Iteration 15Q: 3 clusters Score -1.860808e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 211083 members 
Entering Unmasked Estep 
Score: -18608654.000000 Penalty: 6082.914551
	Iteration 16Q: 3 clusters Score -1.860865e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 211333 members 
Entering Unmasked Estep 
Score: -18608906.000000 Penalty: 6082.914551
	Iteration 17Q: 3 clusters Score -1.860891e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 211448 members 
Entering Unmasked Estep 
Score: -18609024.000000 Penalty: 6082.914551
	Iteration 18Q: 3 clusters Score -1.860902e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 211507 members 
Entering Unmasked Estep 
Score: -18609074.000000 Penalty: 6082.914551
	Iteration 19Q: 3 clusters Score -1.860907e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 211532 members 
Entering Unmasked Estep 
Score: -18609106.000000 Penalty: 6082.914551
	Iteration 20F: 3 clusters Score -1.860911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 211543 members 
Entering Unmasked Estep 
Score: -18609134.000000 Penalty: 6082.914551
	Iteration 21Q: 3 clusters Score -1.860913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 211551 members 
Entering Unmasked Estep 
Score: -18609130.000000 Penalty: 6082.914551
	Iteration 22Q: 3 clusters Score -1.860913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 211553 members 
Entering Unmasked Estep 
Score: -18609136.000000 Penalty: 6082.914551
	Iteration 23Q: 3 clusters Score -1.860914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 211557 members 
Entering Unmasked Estep 
Score: -18609158.000000 Penalty: 6082.914551
	Iteration 24Q: 3 clusters Score -1.860916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 211557 members 
Entering Unmasked Estep 
Score: -18609166.000000 Penalty: 6082.914551
	Iteration 25Q: 3 clusters Score -1.860917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 211562 members 
Entering Unmasked Estep 
Score: -18609166.000000 Penalty: 6082.914551
	Iteration 26Q: 3 clusters Score -1.860917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 211565 members 
Entering Unmasked Estep 
Score: -18609172.000000 Penalty: 6082.914551
	Iteration 27Q: 3 clusters Score -1.860917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -18609182.000000 Penalty: 6082.914551
	Iteration 28Q: 3 clusters Score -1.860918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211573 members 
Entering Unmasked Estep 
Score: -18609196.000000 Penalty: 6082.914551
	Iteration 29Q: 3 clusters Score -1.86092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211573 members 
Entering Unmasked Estep 
Score: -18609200.000000 Penalty: 6082.914551
	Iteration 30Q: 3 clusters Score -1.86092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 211575 members 
Entering Unmasked Estep 
Score: -18609208.000000 Penalty: 6082.914551
	Iteration 31Q: 3 clusters Score -1.860921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 211577 members 
Entering Unmasked Estep 
Score: -18609216.000000 Penalty: 6082.914551
	Iteration 32Q: 3 clusters Score -1.860922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 211578 members 
Entering Unmasked Estep 
Score: -18609220.000000 Penalty: 6082.914551
	Iteration 33Q: 3 clusters Score -1.860922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 211580 members 
Entering Unmasked Estep 
Score: -18609210.000000 Penalty: 6082.914551
	Iteration 34Q: 3 clusters Score -1.860921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 211581 members 
Entering Unmasked Estep 
Score: -18609208.000000 Penalty: 6082.914551
	Iteration 35Q: 3 clusters Score -1.860921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 211581 members 
Entering Unmasked Estep 
Score: -18609208.000000 Penalty: 6082.914551
	Iteration 36F: 3 clusters Score -1.860921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -721402.500000 Penalty: 2246.385010
	Iteration 0F: 2 clusters Score -721402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -714677.250000 Penalty: 4492.770020
	Iteration 0F: 3 clusters Score -714677.2 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -716486.875000 Penalty: 4492.770020
	Iteration 1F: 3 clusters Score -716486.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -716796.687500 Penalty: 4492.770020
	Iteration 2F: 3 clusters Score -716796.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -717044.250000 Penalty: 4492.770020
	Iteration 3F: 3 clusters Score -717044.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -717245.000000 Penalty: 4492.770020
	Iteration 4Q: 3 clusters Score -717245 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -717437.437500 Penalty: 4492.770020
	Iteration 5Q: 3 clusters Score -717437.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -717592.375000 Penalty: 4492.770020
	Iteration 6Q: 3 clusters Score -717592.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -717733.687500 Penalty: 4492.770020
	Iteration 7Q: 3 clusters Score -717733.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -717860.562500 Penalty: 4492.770020
	Iteration 8Q: 3 clusters Score -717860.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -717972.500000 Penalty: 4492.770020
	Iteration 9Q: 3 clusters Score -717972.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -718088.000000 Penalty: 4492.770020
	Iteration 10Q: 3 clusters Score -718088 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -718194.062500 Penalty: 4492.770020
	Iteration 11Q: 3 clusters Score -718194.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -718299.625000 Penalty: 4492.770020
	Iteration 12Q: 3 clusters Score -718299.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -718417.437500 Penalty: 4492.770020
	Iteration 13Q: 3 clusters Score -718417.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -718521.687500 Penalty: 4492.770020
	Iteration 14Q: 3 clusters Score -718521.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -718623.625000 Penalty: 4492.770020
	Iteration 15Q: 3 clusters Score -718623.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -718700.937500 Penalty: 4492.770020
	Iteration 16Q: 3 clusters Score -718700.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -718769.125000 Penalty: 4492.770020
	Iteration 17Q: 3 clusters Score -718769.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -718840.875000 Penalty: 4492.770020
	Iteration 18Q: 3 clusters Score -718840.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -718916.437500 Penalty: 4492.770020
	Iteration 19Q: 3 clusters Score -718916.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -718997.625000 Penalty: 4492.770020
	Iteration 20F: 3 clusters Score -718997.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -719075.437500 Penalty: 4492.770020
	Iteration 21Q: 3 clusters Score -719075.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -719149.062500 Penalty: 4492.770020
	Iteration 22Q: 3 clusters Score -719149.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -719199.500000 Penalty: 4492.770020
	Iteration 23Q: 3 clusters Score -719199.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -719242.500000 Penalty: 4492.770020
	Iteration 24Q: 3 clusters Score -719242.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -719282.062500 Penalty: 4492.770020
	Iteration 25Q: 3 clusters Score -719282.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -719321.062500 Penalty: 4492.770020
	Iteration 26Q: 3 clusters Score -719321.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -719353.125000 Penalty: 4492.770020
	Iteration 27Q: 3 clusters Score -719353.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -719371.437500 Penalty: 4492.770020
	Iteration 28Q: 3 clusters Score -719371.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -719387.250000 Penalty: 4492.770020
	Iteration 29Q: 3 clusters Score -719387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -719402.437500 Penalty: 4492.770020
	Iteration 30Q: 3 clusters Score -719402.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -719415.750000 Penalty: 4492.770020
	Iteration 31Q: 3 clusters Score -719415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -719424.937500 Penalty: 4492.770020
	Iteration 32Q: 3 clusters Score -719424.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -719433.437500 Penalty: 4492.770020
	Iteration 33Q: 3 clusters Score -719433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -719442.812500 Penalty: 4492.770020
	Iteration 34Q: 3 clusters Score -719442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -719448.062500 Penalty: 4492.770020
	Iteration 35Q: 3 clusters Score -719448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -719453.125000 Penalty: 4492.770020
	Iteration 36Q: 3 clusters Score -719453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -719455.750000 Penalty: 4492.770020
	Iteration 37Q: 3 clusters Score -719455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -719461.375000 Penalty: 4492.770020
	Iteration 38Q: 3 clusters Score -719461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -719464.187500 Penalty: 4492.770020
	Iteration 39Q: 3 clusters Score -719464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -719466.125000 Penalty: 4492.770020
	Iteration 40F: 3 clusters Score -719466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -719472.875000 Penalty: 4492.770020
	Iteration 41Q: 3 clusters Score -719472.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -719476.000000 Penalty: 4492.770020
	Iteration 42Q: 3 clusters Score -719476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -719478.375000 Penalty: 4492.770020
	Iteration 43Q: 3 clusters Score -719478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -719480.937500 Penalty: 4492.770020
	Iteration 44Q: 3 clusters Score -719480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -719480.937500 Penalty: 4492.770020
	Iteration 45F: 3 clusters Score -719480.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (108045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Entering Unmasked Estep 
Score: -9677923.000000 Penalty: 2874.395264
	Iteration 0F: 2 clusters Score -9677923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -9605657.000000 Penalty: 5748.790527
	Iteration 0F: 3 clusters Score -9605657 nChanged 51457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -9635214.000000 Penalty: 5748.790527
	Iteration 1F: 3 clusters Score -9635214 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -9636118.000000 Penalty: 5748.790527
	Iteration 2Q: 3 clusters Score -9636118 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -9636994.000000 Penalty: 5748.790527
	Iteration 3Q: 3 clusters Score -9636994 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -9638351.000000 Penalty: 5748.790527
	Iteration 4Q: 3 clusters Score -9638351 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -9640194.000000 Penalty: 5748.790527
	Iteration 5Q: 3 clusters Score -9640194 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -9642677.000000 Penalty: 5748.790527
	Iteration 6Q: 3 clusters Score -9642677 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -9646055.000000 Penalty: 5748.790527
	Iteration 7F: 3 clusters Score -9646055 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -9650964.000000 Penalty: 5748.790527
	Iteration 8F: 3 clusters Score -9650964 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -9657265.000000 Penalty: 5748.790527
	Iteration 9F: 3 clusters Score -9657265 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -9664053.000000 Penalty: 5748.790527
	Iteration 10F: 3 clusters Score -9664053 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -9669658.000000 Penalty: 5748.790527
	Iteration 11F: 3 clusters Score -9669658 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9673073.000000 Penalty: 5748.790527
	Iteration 12Q: 3 clusters Score -9673073 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -9674819.000000 Penalty: 5748.790527
	Iteration 13Q: 3 clusters Score -9674819 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9675846.000000 Penalty: 5748.790527
	Iteration 14Q: 3 clusters Score -9675846 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9676315.000000 Penalty: 5748.790527
	Iteration 15Q: 3 clusters Score -9676315 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9676468.000000 Penalty: 5748.790527
	Iteration 16Q: 3 clusters Score -9676468 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9676591.000000 Penalty: 5748.790527
	Iteration 17Q: 3 clusters Score -9676591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9676657.000000 Penalty: 5748.790527
	Iteration 18Q: 3 clusters Score -9676657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106050 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9676652.000000 Penalty: 5748.790527
	Iteration 19Q: 3 clusters Score -9676652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9676668.000000 Penalty: 5748.790527
	Iteration 20F: 3 clusters Score -9676668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9676686.000000 Penalty: 5748.790527
	Iteration 21Q: 3 clusters Score -9676686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9676702.000000 Penalty: 5748.790527
	Iteration 22Q: 3 clusters Score -9676702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9676704.000000 Penalty: 5748.790527
	Iteration 23Q: 3 clusters Score -9676704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9676712.000000 Penalty: 5748.790527
	Iteration 24Q: 3 clusters Score -9676712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9676723.000000 Penalty: 5748.790527
	Iteration 25Q: 3 clusters Score -9676723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9676730.000000 Penalty: 5748.790527
	Iteration 26Q: 3 clusters Score -9676730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9676731.000000 Penalty: 5748.790527
	Iteration 27Q: 3 clusters Score -9676731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9676732.000000 Penalty: 5748.790527
	Iteration 28Q: 3 clusters Score -9676732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9676728.000000 Penalty: 5748.790527
	Iteration 29Q: 3 clusters Score -9676728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106115 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9676723.000000 Penalty: 5748.790527
	Iteration 30Q: 3 clusters Score -9676723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9676718.000000 Penalty: 5748.790527
	Iteration 31Q: 3 clusters Score -9676718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9676718.000000 Penalty: 5748.790527
	Iteration 32Q: 3 clusters Score -9676718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106121 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9676718.000000 Penalty: 5748.790527
	Iteration 33Q: 3 clusters Score -9676718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9676724.000000 Penalty: 5748.790527
	Iteration 34Q: 3 clusters Score -9676724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9676718.000000 Penalty: 5748.790527
	Iteration 35Q: 3 clusters Score -9676718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9676718.000000 Penalty: 5748.790527
	Iteration 36F: 3 clusters Score -9676718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Entering Unmasked Estep 
Score: -1289196.375000 Penalty: 2374.492676
	Iteration 0F: 2 clusters Score -1289196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1278750.750000 Penalty: 4748.985352
	Iteration 0F: 3 clusters Score -1278751 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1282011.250000 Penalty: 4748.985352
	Iteration 1F: 3 clusters Score -1282011 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1282413.250000 Penalty: 4748.985352
	Iteration 2F: 3 clusters Score -1282413 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1282813.625000 Penalty: 4748.985352
	Iteration 3F: 3 clusters Score -1282814 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1283299.375000 Penalty: 4748.985352
	Iteration 4F: 3 clusters Score -1283299 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1283830.875000 Penalty: 4748.985352
	Iteration 5F: 3 clusters Score -1283831 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1284369.000000 Penalty: 4748.985352
	Iteration 6F: 3 clusters Score -1284369 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1284893.250000 Penalty: 4748.985352
	Iteration 7F: 3 clusters Score -1284893 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1285410.375000 Penalty: 4748.985352
	Iteration 8F: 3 clusters Score -1285410 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1285912.375000 Penalty: 4748.985352
	Iteration 9F: 3 clusters Score -1285912 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1286371.375000 Penalty: 4748.985352
	Iteration 10Q: 3 clusters Score -1286371 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1286738.750000 Penalty: 4748.985352
	Iteration 11Q: 3 clusters Score -1286739 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1287034.375000 Penalty: 4748.985352
	Iteration 12Q: 3 clusters Score -1287034 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1287279.375000 Penalty: 4748.985352
	Iteration 13Q: 3 clusters Score -1287279 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1287440.500000 Penalty: 4748.985352
	Iteration 14Q: 3 clusters Score -1287440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1287550.250000 Penalty: 4748.985352
	Iteration 15Q: 3 clusters Score -1287550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1287640.750000 Penalty: 4748.985352
	Iteration 16Q: 3 clusters Score -1287641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1287701.625000 Penalty: 4748.985352
	Iteration 17Q: 3 clusters Score -1287702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1287763.125000 Penalty: 4748.985352
	Iteration 18Q: 3 clusters Score -1287763 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1287808.625000 Penalty: 4748.985352
	Iteration 19Q: 3 clusters Score -1287809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1287844.375000 Penalty: 4748.985352
	Iteration 20F: 3 clusters Score -1287844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1287871.250000 Penalty: 4748.985352
	Iteration 21Q: 3 clusters Score -1287871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1287898.000000 Penalty: 4748.985352
	Iteration 22Q: 3 clusters Score -1287898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1287926.125000 Penalty: 4748.985352
	Iteration 23Q: 3 clusters Score -1287926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1287954.500000 Penalty: 4748.985352
	Iteration 24Q: 3 clusters Score -1287954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1287964.875000 Penalty: 4748.985352
	Iteration 25Q: 3 clusters Score -1287965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1287977.375000 Penalty: 4748.985352
	Iteration 26Q: 3 clusters Score -1287977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1287987.625000 Penalty: 4748.985352
	Iteration 27Q: 3 clusters Score -1287988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1287994.500000 Penalty: 4748.985352
	Iteration 28Q: 3 clusters Score -1287994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1287998.750000 Penalty: 4748.985352
	Iteration 29Q: 3 clusters Score -1287999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1288003.625000 Penalty: 4748.985352
	Iteration 30Q: 3 clusters Score -1288004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1288011.625000 Penalty: 4748.985352
	Iteration 31Q: 3 clusters Score -1288012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1288015.375000 Penalty: 4748.985352
	Iteration 32Q: 3 clusters Score -1288015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1288016.125000 Penalty: 4748.985352
	Iteration 33Q: 3 clusters Score -1288016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1288019.250000 Penalty: 4748.985352
	Iteration 34Q: 3 clusters Score -1288019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1288022.750000 Penalty: 4748.985352
	Iteration 35Q: 3 clusters Score -1288023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1288028.875000 Penalty: 4748.985352
	Iteration 36Q: 3 clusters Score -1288029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1288031.500000 Penalty: 4748.985352
	Iteration 37Q: 3 clusters Score -1288032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1288030.000000 Penalty: 4748.985352
	Iteration 38Q: 3 clusters Score -1288030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1288030.250000 Penalty: 4748.985352
	Iteration 39Q: 3 clusters Score -1288030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1288030.250000 Penalty: 4748.985352
	Iteration 40F: 3 clusters Score -1288030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211126 members 
Entering Unmasked Estep 
Score: -18819202.000000 Penalty: 3040.531982
	Iteration 0F: 2 clusters Score -1.88192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -18677886.000000 Penalty: 6081.063965
	Iteration 0F: 3 clusters Score -1.867789e+07 nChanged 101591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -18737096.000000 Penalty: 6081.063965
	Iteration 1F: 3 clusters Score -1.87371e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -18738250.000000 Penalty: 6081.063965
	Iteration 2Q: 3 clusters Score -1.873825e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -18739540.000000 Penalty: 6081.063965
	Iteration 3Q: 3 clusters Score -1.873954e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111926 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -18741372.000000 Penalty: 6081.063965
	Iteration 4Q: 3 clusters Score -1.874137e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115362 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -18743712.000000 Penalty: 6081.063965
	Iteration 5Q: 3 clusters Score -1.874371e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -18747206.000000 Penalty: 6081.063965
	Iteration 6Q: 3 clusters Score -1.874721e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -18753002.000000 Penalty: 6081.063965
	Iteration 7Q: 3 clusters Score -1.8753e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137151 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -18761638.000000 Penalty: 6081.063965
	Iteration 8F: 3 clusters Score -1.876164e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -18772618.000000 Penalty: 6081.063965
	Iteration 9F: 3 clusters Score -1.877262e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -18782268.000000 Penalty: 6081.063965
	Iteration 10F: 3 clusters Score -1.878227e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162601 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -18788814.000000 Penalty: 6081.063965
	Iteration 11Q: 3 clusters Score -1.878881e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -18792370.000000 Penalty: 6081.063965
	Iteration 12Q: 3 clusters Score -1.879237e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -18794608.000000 Penalty: 6081.063965
	Iteration 13Q: 3 clusters Score -1.879461e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -18796560.000000 Penalty: 6081.063965
	Iteration 14Q: 3 clusters Score -1.879656e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179740 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -18798524.000000 Penalty: 6081.063965
	Iteration 15Q: 3 clusters Score -1.879852e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183689 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -18800274.000000 Penalty: 6081.063965
	Iteration 16Q: 3 clusters Score -1.880027e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187503 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -18802222.000000 Penalty: 6081.063965
	Iteration 17Q: 3 clusters Score -1.880222e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191193 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -18804242.000000 Penalty: 6081.063965
	Iteration 18Q: 3 clusters Score -1.880424e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -18806256.000000 Penalty: 6081.063965
	Iteration 19Q: 3 clusters Score -1.880626e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197885 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -18808098.000000 Penalty: 6081.063965
	Iteration 20F: 3 clusters Score -1.88081e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200615 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -18809678.000000 Penalty: 6081.063965
	Iteration 21Q: 3 clusters Score -1.880968e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202985 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -18811112.000000 Penalty: 6081.063965
	Iteration 22Q: 3 clusters Score -1.881111e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204943 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -18812436.000000 Penalty: 6081.063965
	Iteration 23Q: 3 clusters Score -1.881244e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206479 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -18813460.000000 Penalty: 6081.063965
	Iteration 24Q: 3 clusters Score -1.881346e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207684 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -18814378.000000 Penalty: 6081.063965
	Iteration 25Q: 3 clusters Score -1.881438e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208617 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -18814990.000000 Penalty: 6081.063965
	Iteration 26Q: 3 clusters Score -1.881499e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209293 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18815484.000000 Penalty: 6081.063965
	Iteration 27Q: 3 clusters Score -1.881548e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209763 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18815792.000000 Penalty: 6081.063965
	Iteration 28Q: 3 clusters Score -1.881579e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210089 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18816024.000000 Penalty: 6081.063965
	Iteration 29Q: 3 clusters Score -1.881602e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210300 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18816188.000000 Penalty: 6081.063965
	Iteration 30Q: 3 clusters Score -1.881619e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210427 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18816260.000000 Penalty: 6081.063965
	Iteration 31Q: 3 clusters Score -1.881626e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210503 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18816300.000000 Penalty: 6081.063965
	Iteration 32Q: 3 clusters Score -1.88163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -18816362.000000 Penalty: 6081.063965
	Iteration 33Q: 3 clusters Score -1.881636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210599 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18816390.000000 Penalty: 6081.063965
	Iteration 34Q: 3 clusters Score -1.881639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210635 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18816400.000000 Penalty: 6081.063965
	Iteration 35Q: 3 clusters Score -1.88164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210666 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -18816398.000000 Penalty: 6081.063965
	Iteration 36Q: 3 clusters Score -1.88164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210683 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18816422.000000 Penalty: 6081.063965
	Iteration 37Q: 3 clusters Score -1.881642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210690 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18816434.000000 Penalty: 6081.063965
	Iteration 38Q: 3 clusters Score -1.881643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210697 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18816450.000000 Penalty: 6081.063965
	Iteration 39Q: 3 clusters Score -1.881645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210705 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -18816450.000000 Penalty: 6081.063965
	Iteration 40F: 3 clusters Score -1.881645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210714 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18816460.000000 Penalty: 6081.063965
	Iteration 41Q: 3 clusters Score -1.881646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210721 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -18816470.000000 Penalty: 6081.063965
	Iteration 42Q: 3 clusters Score -1.881647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210729 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -18816464.000000 Penalty: 6081.063965
	Iteration 43Q: 3 clusters Score -1.881646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210736 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18816498.000000 Penalty: 6081.063965
	Iteration 44Q: 3 clusters Score -1.88165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210744 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -18816498.000000 Penalty: 6081.063965
	Iteration 45Q: 3 clusters Score -1.88165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210748 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18816494.000000 Penalty: 6081.063965
	Iteration 46Q: 3 clusters Score -1.881649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18816506.000000 Penalty: 6081.063965
	Iteration 47Q: 3 clusters Score -1.881651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210760 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18816496.000000 Penalty: 6081.063965
	Iteration 48Q: 3 clusters Score -1.88165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210764 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18816512.000000 Penalty: 6081.063965
	Iteration 49Q: 3 clusters Score -1.881651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210766 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18816514.000000 Penalty: 6081.063965
	Iteration 50Q: 3 clusters Score -1.881651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18816512.000000 Penalty: 6081.063965
	Iteration 51Q: 3 clusters Score -1.881651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18816520.000000 Penalty: 6081.063965
	Iteration 52Q: 3 clusters Score -1.881652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18816520.000000 Penalty: 6081.063965
	Iteration 53F: 3 clusters Score -1.881652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -321050.000000 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -321050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -317309.125000 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -317309.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -318152.781250 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -318152.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -318358.187500 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -318358.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -318473.468750 Penalty: 4091.010986
	Iteration 3Q: 3 clusters Score -318473.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -318564.593750 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -318564.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -318632.031250 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -318632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -318696.156250 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -318696.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318752.906250 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -318752.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -318804.687500 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -318804.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -318849.562500 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -318849.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -318887.531250 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -318887.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318926.000000 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -318926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -318961.031250 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -318961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -318997.000000 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -318997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -319026.156250 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -319026.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -319048.312500 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -319048.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -319064.218750 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -319064.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -319077.812500 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -319077.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -319091.812500 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -319091.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -319107.187500 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -319107.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -319125.687500 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -319125.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -319142.625000 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -319142.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -319156.093750 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -319156.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -319172.375000 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -319172.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -319197.187500 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -319197.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -319232.937500 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -319232.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -319285.312500 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -319285.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -319363.125000 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -319363.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -319495.562500 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -319495.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -319665.187500 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -319665.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -319847.062500 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -319847.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -320066.656250 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -320066.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -320227.625000 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -320227.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -320307.406250 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -320307.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320332.718750 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -320332.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -320340.156250 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -320340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -320343.781250 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -320343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -320345.250000 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -320345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -320346.125000 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -320346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -320346.000000 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -320346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -320347.187500 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -320347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Entering Unmasked Estep 
Score: -2207512.750000 Penalty: 2505.877441
	Iteration 0F: 2 clusters Score -2207513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2190556.750000 Penalty: 5011.754883
	Iteration 0F: 3 clusters Score -2190557 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2196272.500000 Penalty: 5011.754883
	Iteration 1F: 3 clusters Score -2196272 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2196664.500000 Penalty: 5011.754883
	Iteration 2Q: 3 clusters Score -2196664 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2197102.500000 Penalty: 5011.754883
	Iteration 3Q: 3 clusters Score -2197102 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2197569.500000 Penalty: 5011.754883
	Iteration 4Q: 3 clusters Score -2197570 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2198055.000000 Penalty: 5011.754883
	Iteration 5Q: 3 clusters Score -2198055 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2198502.500000 Penalty: 5011.754883
	Iteration 6Q: 3 clusters Score -2198502 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2198902.000000 Penalty: 5011.754883
	Iteration 7Q: 3 clusters Score -2198902 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2199232.250000 Penalty: 5011.754883
	Iteration 8Q: 3 clusters Score -2199232 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2199531.750000 Penalty: 5011.754883
	Iteration 9Q: 3 clusters Score -2199532 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2199820.750000 Penalty: 5011.754883
	Iteration 10Q: 3 clusters Score -2199821 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2200148.000000 Penalty: 5011.754883
	Iteration 11Q: 3 clusters Score -2200148 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2200495.500000 Penalty: 5011.754883
	Iteration 12Q: 3 clusters Score -2200496 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2200835.500000 Penalty: 5011.754883
	Iteration 13Q: 3 clusters Score -2200836 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2201174.000000 Penalty: 5011.754883
	Iteration 14Q: 3 clusters Score -2201174 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2201528.250000 Penalty: 5011.754883
	Iteration 15Q: 3 clusters Score -2201528 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2201825.250000 Penalty: 5011.754883
	Iteration 16Q: 3 clusters Score -2201825 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2202049.250000 Penalty: 5011.754883
	Iteration 17Q: 3 clusters Score -2202049 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2202216.250000 Penalty: 5011.754883
	Iteration 18Q: 3 clusters Score -2202216 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2202344.250000 Penalty: 5011.754883
	Iteration 19Q: 3 clusters Score -2202344 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2202443.000000 Penalty: 5011.754883
	Iteration 20F: 3 clusters Score -2202443 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2202535.000000 Penalty: 5011.754883
	Iteration 21Q: 3 clusters Score -2202535 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2202621.750000 Penalty: 5011.754883
	Iteration 22Q: 3 clusters Score -2202622 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2202731.500000 Penalty: 5011.754883
	Iteration 23Q: 3 clusters Score -2202732 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2202821.000000 Penalty: 5011.754883
	Iteration 24Q: 3 clusters Score -2202821 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2202916.250000 Penalty: 5011.754883
	Iteration 25Q: 3 clusters Score -2202916 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2203007.750000 Penalty: 5011.754883
	Iteration 26Q: 3 clusters Score -2203008 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2203102.000000 Penalty: 5011.754883
	Iteration 27Q: 3 clusters Score -2203102 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2203217.000000 Penalty: 5011.754883
	Iteration 28Q: 3 clusters Score -2203217 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2203322.750000 Penalty: 5011.754883
	Iteration 29Q: 3 clusters Score -2203323 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2203442.000000 Penalty: 5011.754883
	Iteration 30Q: 3 clusters Score -2203442 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2203558.500000 Penalty: 5011.754883
	Iteration 31Q: 3 clusters Score -2203558 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2203697.250000 Penalty: 5011.754883
	Iteration 32Q: 3 clusters Score -2203697 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2203824.250000 Penalty: 5011.754883
	Iteration 33Q: 3 clusters Score -2203824 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2203973.750000 Penalty: 5011.754883
	Iteration 34Q: 3 clusters Score -2203974 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2204110.750000 Penalty: 5011.754883
	Iteration 35Q: 3 clusters Score -2204111 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2204238.500000 Penalty: 5011.754883
	Iteration 36Q: 3 clusters Score -2204238 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2204377.250000 Penalty: 5011.754883
	Iteration 37Q: 3 clusters Score -2204377 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2204504.500000 Penalty: 5011.754883
	Iteration 38Q: 3 clusters Score -2204504 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2204597.500000 Penalty: 5011.754883
	Iteration 39Q: 3 clusters Score -2204598 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2204685.500000 Penalty: 5011.754883
	Iteration 40F: 3 clusters Score -2204686 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2204762.250000 Penalty: 5011.754883
	Iteration 41Q: 3 clusters Score -2204762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2204824.250000 Penalty: 5011.754883
	Iteration 42Q: 3 clusters Score -2204824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2204875.250000 Penalty: 5011.754883
	Iteration 43Q: 3 clusters Score -2204875 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2204925.000000 Penalty: 5011.754883
	Iteration 44Q: 3 clusters Score -2204925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2204976.750000 Penalty: 5011.754883
	Iteration 45Q: 3 clusters Score -2204977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2205034.750000 Penalty: 5011.754883
	Iteration 46Q: 3 clusters Score -2205035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2205073.750000 Penalty: 5011.754883
	Iteration 47Q: 3 clusters Score -2205074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2205101.250000 Penalty: 5011.754883
	Iteration 48Q: 3 clusters Score -2205101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2205142.500000 Penalty: 5011.754883
	Iteration 49Q: 3 clusters Score -2205142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2205166.250000 Penalty: 5011.754883
	Iteration 50Q: 3 clusters Score -2205166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2205178.750000 Penalty: 5011.754883
	Iteration 51Q: 3 clusters Score -2205179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2205204.750000 Penalty: 5011.754883
	Iteration 52Q: 3 clusters Score -2205205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2205228.000000 Penalty: 5011.754883
	Iteration 53Q: 3 clusters Score -2205228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2205238.750000 Penalty: 5011.754883
	Iteration 54Q: 3 clusters Score -2205239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2205260.500000 Penalty: 5011.754883
	Iteration 55Q: 3 clusters Score -2205260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2205268.500000 Penalty: 5011.754883
	Iteration 56Q: 3 clusters Score -2205268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2205277.250000 Penalty: 5011.754883
	Iteration 57Q: 3 clusters Score -2205277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2205285.250000 Penalty: 5011.754883
	Iteration 58Q: 3 clusters Score -2205285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2205293.250000 Penalty: 5011.754883
	Iteration 59Q: 3 clusters Score -2205293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2205299.250000 Penalty: 5011.754883
	Iteration 60F: 3 clusters Score -2205299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2205313.000000 Penalty: 5011.754883
	Iteration 61Q: 3 clusters Score -2205313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2205321.250000 Penalty: 5011.754883
	Iteration 62Q: 3 clusters Score -2205321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2205321.750000 Penalty: 5011.754883
	Iteration 63Q: 3 clusters Score -2205322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2205322.500000 Penalty: 5011.754883
	Iteration 64Q: 3 clusters Score -2205322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2205325.250000 Penalty: 5011.754883
	Iteration 65Q: 3 clusters Score -2205325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2205332.500000 Penalty: 5011.754883
	Iteration 66Q: 3 clusters Score -2205332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2205334.000000 Penalty: 5011.754883
	Iteration 67Q: 3 clusters Score -2205334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2205333.250000 Penalty: 5011.754883
	Iteration 68Q: 3 clusters Score -2205333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2205331.250000 Penalty: 5011.754883
	Iteration 69Q: 3 clusters Score -2205331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2205335.500000 Penalty: 5011.754883
	Iteration 70Q: 3 clusters Score -2205336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2205338.750000 Penalty: 5011.754883
	Iteration 71Q: 3 clusters Score -2205339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2205338.500000 Penalty: 5011.754883
	Iteration 72Q: 3 clusters Score -2205338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2205340.250000 Penalty: 5011.754883
	Iteration 73Q: 3 clusters Score -2205340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2205340.000000 Penalty: 5011.754883
	Iteration 74Q: 3 clusters Score -2205340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2205340.000000 Penalty: 5011.754883
	Iteration 75F: 3 clusters Score -2205340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -282150.750000 Penalty: 2054.869873
	Iteration 0F: 2 clusters Score -282150.8 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 1942 members 
Entering Unmasked Estep 
Score: -278361.656250 Penalty: 4109.739746
	Iteration 0F: 3 clusters Score -278361.7 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -279473.250000 Penalty: 4109.739746
	Iteration 1F: 3 clusters Score -279473.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -279841.812500 Penalty: 4109.739746
	Iteration 2F: 3 clusters Score -279841.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -280080.937500 Penalty: 4109.739746
	Iteration 3F: 3 clusters Score -280080.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -280229.187500 Penalty: 4109.739746
	Iteration 4Q: 3 clusters Score -280229.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -280340.500000 Penalty: 4109.739746
	Iteration 5Q: 3 clusters Score -280340.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -280440.125000 Penalty: 4109.739746
	Iteration 6Q: 3 clusters Score -280440.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -280546.125000 Penalty: 4109.739746
	Iteration 7Q: 3 clusters Score -280546.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -280647.125000 Penalty: 4109.739746
	Iteration 8Q: 3 clusters Score -280647.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -280733.031250 Penalty: 4109.739746
	Iteration 9Q: 3 clusters Score -280733 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -280813.562500 Penalty: 4109.739746
	Iteration 10Q: 3 clusters Score -280813.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -280875.312500 Penalty: 4109.739746
	Iteration 11Q: 3 clusters Score -280875.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -280918.031250 Penalty: 4109.739746
	Iteration 12Q: 3 clusters Score -280918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -280943.250000 Penalty: 4109.739746
	Iteration 13Q: 3 clusters Score -280943.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -280958.750000 Penalty: 4109.739746
	Iteration 14Q: 3 clusters Score -280958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -280965.250000 Penalty: 4109.739746
	Iteration 15Q: 3 clusters Score -280965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -280973.062500 Penalty: 4109.739746
	Iteration 16Q: 3 clusters Score -280973.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -280982.000000 Penalty: 4109.739746
	Iteration 17Q: 3 clusters Score -280982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -280989.437500 Penalty: 4109.739746
	Iteration 18Q: 3 clusters Score -280989.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -280996.281250 Penalty: 4109.739746
	Iteration 19Q: 3 clusters Score -280996.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -281004.343750 Penalty: 4109.739746
	Iteration 20F: 3 clusters Score -281004.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -281009.968750 Penalty: 4109.739746
	Iteration 21Q: 3 clusters Score -281010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -281012.468750 Penalty: 4109.739746
	Iteration 22Q: 3 clusters Score -281012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -281013.312500 Penalty: 4109.739746
	Iteration 23Q: 3 clusters Score -281013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -281013.562500 Penalty: 4109.739746
	Iteration 24Q: 3 clusters Score -281013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -281016.250000 Penalty: 4109.739746
	Iteration 25Q: 3 clusters Score -281016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -281017.406250 Penalty: 4109.739746
	Iteration 26Q: 3 clusters Score -281017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -281018.218750 Penalty: 4109.739746
	Iteration 27Q: 3 clusters Score -281018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -281018.187500 Penalty: 4109.739746
	Iteration 28Q: 3 clusters Score -281018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -281018.187500 Penalty: 4109.739746
	Iteration 29F: 3 clusters Score -281018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -181742.328125 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -181742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -178972.562500 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -178972.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -179482.531250 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -179482.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -179645.375000 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -179645.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179750.109375 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -179750.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179834.109375 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -179834.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -179890.453125 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -179890.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -179926.640625 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -179926.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -179967.468750 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -179967.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -180001.187500 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -180001.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -180033.562500 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -180033.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -180066.359375 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -180066.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -180100.656250 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -180100.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -180120.421875 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -180120.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -180136.875000 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -180136.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180152.078125 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -180152.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -180165.968750 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -180166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -180177.421875 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -180177.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -180191.578125 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -180191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -180206.218750 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -180206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -180220.593750 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -180220.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -180240.109375 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -180240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -180253.750000 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -180253.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -180266.312500 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -180266.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -180278.937500 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -180278.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -180296.531250 Penalty: 3823.816895
	Iteration 24Q: 3 clusters Score -180296.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -180317.250000 Penalty: 3823.816895
	Iteration 25Q: 3 clusters Score -180317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -180337.906250 Penalty: 3823.816895
	Iteration 26Q: 3 clusters Score -180337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -180358.265625 Penalty: 3823.816895
	Iteration 27Q: 3 clusters Score -180358.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -180378.765625 Penalty: 3823.816895
	Iteration 28Q: 3 clusters Score -180378.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -180420.515625 Penalty: 3823.816895
	Iteration 29Q: 3 clusters Score -180420.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -180467.500000 Penalty: 3823.816895
	Iteration 30Q: 3 clusters Score -180467.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -180525.187500 Penalty: 3823.816895
	Iteration 31Q: 3 clusters Score -180525.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -180599.031250 Penalty: 3823.816895
	Iteration 32Q: 3 clusters Score -180599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -180677.546875 Penalty: 3823.816895
	Iteration 33Q: 3 clusters Score -180677.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -180777.937500 Penalty: 3823.816895
	Iteration 34Q: 3 clusters Score -180777.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180878.453125 Penalty: 3823.816895
	Iteration 35Q: 3 clusters Score -180878.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -180951.765625 Penalty: 3823.816895
	Iteration 36Q: 3 clusters Score -180951.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -181005.343750 Penalty: 3823.816895
	Iteration 37Q: 3 clusters Score -181005.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -181054.281250 Penalty: 3823.816895
	Iteration 38Q: 3 clusters Score -181054.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -181085.687500 Penalty: 3823.816895
	Iteration 39Q: 3 clusters Score -181085.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -181123.859375 Penalty: 3823.816895
	Iteration 40F: 3 clusters Score -181123.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -181161.000000 Penalty: 3823.816895
	Iteration 41Q: 3 clusters Score -181161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -181180.203125 Penalty: 3823.816895
	Iteration 42Q: 3 clusters Score -181180.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -181196.562500 Penalty: 3823.816895
	Iteration 43Q: 3 clusters Score -181196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -181208.656250 Penalty: 3823.816895
	Iteration 44Q: 3 clusters Score -181208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -181221.406250 Penalty: 3823.816895
	Iteration 45Q: 3 clusters Score -181221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -181236.843750 Penalty: 3823.816895
	Iteration 46Q: 3 clusters Score -181236.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -181247.671875 Penalty: 3823.816895
	Iteration 47Q: 3 clusters Score -181247.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -181254.375000 Penalty: 3823.816895
	Iteration 48Q: 3 clusters Score -181254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -181258.968750 Penalty: 3823.816895
	Iteration 49Q: 3 clusters Score -181259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -181265.156250 Penalty: 3823.816895
	Iteration 50Q: 3 clusters Score -181265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -181274.859375 Penalty: 3823.816895
	Iteration 51Q: 3 clusters Score -181274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -181288.046875 Penalty: 3823.816895
	Iteration 52Q: 3 clusters Score -181288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -181307.218750 Penalty: 3823.816895
	Iteration 53Q: 3 clusters Score -181307.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181314.390625 Penalty: 3823.816895
	Iteration 54Q: 3 clusters Score -181314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -181317.234375 Penalty: 3823.816895
	Iteration 55Q: 3 clusters Score -181317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -181319.921875 Penalty: 3823.816895
	Iteration 56Q: 3 clusters Score -181319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -181323.703125 Penalty: 3823.816895
	Iteration 57Q: 3 clusters Score -181323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -181325.250000 Penalty: 3823.816895
	Iteration 58Q: 3 clusters Score -181325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -181325.437500 Penalty: 3823.816895
	Iteration 59Q: 3 clusters Score -181325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -181325.437500 Penalty: 3823.816895
	Iteration 60F: 3 clusters Score -181325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Entering Unmasked Estep 
Score: -1656537.750000 Penalty: 2464.332764
	Iteration 0F: 2 clusters Score -1656538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1642118.375000 Penalty: 4928.665527
	Iteration 0F: 3 clusters Score -1642118 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1646876.500000 Penalty: 4928.665527
	Iteration 1F: 3 clusters Score -1646876 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1647252.125000 Penalty: 4928.665527
	Iteration 2F: 3 clusters Score -1647252 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1647582.625000 Penalty: 4928.665527
	Iteration 3Q: 3 clusters Score -1647583 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1647855.500000 Penalty: 4928.665527
	Iteration 4Q: 3 clusters Score -1647856 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1648103.250000 Penalty: 4928.665527
	Iteration 5Q: 3 clusters Score -1648103 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1648378.375000 Penalty: 4928.665527
	Iteration 6Q: 3 clusters Score -1648378 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1648697.500000 Penalty: 4928.665527
	Iteration 7Q: 3 clusters Score -1648698 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1649126.125000 Penalty: 4928.665527
	Iteration 8Q: 3 clusters Score -1649126 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1649635.500000 Penalty: 4928.665527
	Iteration 9Q: 3 clusters Score -1649636 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1650293.625000 Penalty: 4928.665527
	Iteration 10Q: 3 clusters Score -1650294 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1651095.750000 Penalty: 4928.665527
	Iteration 11F: 3 clusters Score -1651096 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1651951.000000 Penalty: 4928.665527
	Iteration 12F: 3 clusters Score -1651951 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1652696.125000 Penalty: 4928.665527
	Iteration 13Q: 3 clusters Score -1652696 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1653301.500000 Penalty: 4928.665527
	Iteration 14Q: 3 clusters Score -1653302 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1653683.375000 Penalty: 4928.665527
	Iteration 15Q: 3 clusters Score -1653683 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1653938.875000 Penalty: 4928.665527
	Iteration 16Q: 3 clusters Score -1653939 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -1654124.625000 Penalty: 4928.665527
	Iteration 17Q: 3 clusters Score -1654125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -1654236.500000 Penalty: 4928.665527
	Iteration 18Q: 3 clusters Score -1654236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -1654317.375000 Penalty: 4928.665527
	Iteration 19Q: 3 clusters Score -1654317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1654356.625000 Penalty: 4928.665527
	Iteration 20F: 3 clusters Score -1654357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1654380.875000 Penalty: 4928.665527
	Iteration 21Q: 3 clusters Score -1654381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1654405.500000 Penalty: 4928.665527
	Iteration 22Q: 3 clusters Score -1654406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1654421.750000 Penalty: 4928.665527
	Iteration 23Q: 3 clusters Score -1654422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1654428.000000 Penalty: 4928.665527
	Iteration 24Q: 3 clusters Score -1654428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -1654427.375000 Penalty: 4928.665527
	Iteration 25Q: 3 clusters Score -1654427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1654427.500000 Penalty: 4928.665527
	Iteration 26Q: 3 clusters Score -1654428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1654431.000000 Penalty: 4928.665527
	Iteration 27Q: 3 clusters Score -1654431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1654429.000000 Penalty: 4928.665527
	Iteration 28Q: 3 clusters Score -1654429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1654429.000000 Penalty: 4928.665527
	Iteration 29F: 3 clusters Score -1654429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Entering Unmasked Estep 
Score: -1037548.500000 Penalty: 2318.760498
	Iteration 0F: 2 clusters Score -1037548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1028893.687500 Penalty: 4637.520996
	Iteration 0F: 3 clusters Score -1028894 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1031379.375000 Penalty: 4637.520996
	Iteration 1F: 3 clusters Score -1031379 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1031692.062500 Penalty: 4637.520996
	Iteration 2F: 3 clusters Score -1031692 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1031929.437500 Penalty: 4637.520996
	Iteration 3Q: 3 clusters Score -1031929 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1032129.562500 Penalty: 4637.520996
	Iteration 4Q: 3 clusters Score -1032130 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1032305.125000 Penalty: 4637.520996
	Iteration 5Q: 3 clusters Score -1032305 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1032459.875000 Penalty: 4637.520996
	Iteration 6Q: 3 clusters Score -1032460 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1032600.375000 Penalty: 4637.520996
	Iteration 7Q: 3 clusters Score -1032600 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1032737.187500 Penalty: 4637.520996
	Iteration 8Q: 3 clusters Score -1032737 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1032902.125000 Penalty: 4637.520996
	Iteration 9Q: 3 clusters Score -1032902 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1033108.937500 Penalty: 4637.520996
	Iteration 10Q: 3 clusters Score -1033109 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1033343.562500 Penalty: 4637.520996
	Iteration 11Q: 3 clusters Score -1033344 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1033560.500000 Penalty: 4637.520996
	Iteration 12Q: 3 clusters Score -1033560 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1033802.437500 Penalty: 4637.520996
	Iteration 13Q: 3 clusters Score -1033802 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1034061.937500 Penalty: 4637.520996
	Iteration 14Q: 3 clusters Score -1034062 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1034301.812500 Penalty: 4637.520996
	Iteration 15Q: 3 clusters Score -1034302 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1034507.562500 Penalty: 4637.520996
	Iteration 16Q: 3 clusters Score -1034508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1034682.750000 Penalty: 4637.520996
	Iteration 17Q: 3 clusters Score -1034683 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1034812.875000 Penalty: 4637.520996
	Iteration 18Q: 3 clusters Score -1034813 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1034926.437500 Penalty: 4637.520996
	Iteration 19Q: 3 clusters Score -1034926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1035007.250000 Penalty: 4637.520996
	Iteration 20F: 3 clusters Score -1035007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1035066.187500 Penalty: 4637.520996
	Iteration 21Q: 3 clusters Score -1035066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1035106.000000 Penalty: 4637.520996
	Iteration 22Q: 3 clusters Score -1035106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1035145.437500 Penalty: 4637.520996
	Iteration 23Q: 3 clusters Score -1035145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1035185.625000 Penalty: 4637.520996
	Iteration 24Q: 3 clusters Score -1035186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1035222.500000 Penalty: 4637.520996
	Iteration 25Q: 3 clusters Score -1035222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1035262.187500 Penalty: 4637.520996
	Iteration 26Q: 3 clusters Score -1035262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1035281.562500 Penalty: 4637.520996
	Iteration 27Q: 3 clusters Score -1035282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1035305.125000 Penalty: 4637.520996
	Iteration 28Q: 3 clusters Score -1035305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1035326.875000 Penalty: 4637.520996
	Iteration 29Q: 3 clusters Score -1035327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1035341.937500 Penalty: 4637.520996
	Iteration 30Q: 3 clusters Score -1035342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1035363.187500 Penalty: 4637.520996
	Iteration 31Q: 3 clusters Score -1035363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1035378.312500 Penalty: 4637.520996
	Iteration 32Q: 3 clusters Score -1035378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1035385.500000 Penalty: 4637.520996
	Iteration 33Q: 3 clusters Score -1035386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1035389.875000 Penalty: 4637.520996
	Iteration 34Q: 3 clusters Score -1035390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1035398.812500 Penalty: 4637.520996
	Iteration 35Q: 3 clusters Score -1035399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1035409.562500 Penalty: 4637.520996
	Iteration 36Q: 3 clusters Score -1035410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1035419.750000 Penalty: 4637.520996
	Iteration 37Q: 3 clusters Score -1035420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1035427.062500 Penalty: 4637.520996
	Iteration 38Q: 3 clusters Score -1035427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1035433.687500 Penalty: 4637.520996
	Iteration 39Q: 3 clusters Score -1035434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1035438.000000 Penalty: 4637.520996
	Iteration 40F: 3 clusters Score -1035438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1035441.500000 Penalty: 4637.520996
	Iteration 41Q: 3 clusters Score -1035442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1035443.562500 Penalty: 4637.520996
	Iteration 42Q: 3 clusters Score -1035444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1035444.812500 Penalty: 4637.520996
	Iteration 43Q: 3 clusters Score -1035445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1035449.000000 Penalty: 4637.520996
	Iteration 44Q: 3 clusters Score -1035449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1035450.875000 Penalty: 4637.520996
	Iteration 45Q: 3 clusters Score -1035451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1035451.250000 Penalty: 4637.520996
	Iteration 46Q: 3 clusters Score -1035451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1035451.250000 Penalty: 4637.520996
	Iteration 47F: 3 clusters Score -1035451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Entering Unmasked Estep 
Score: -992277.750000 Penalty: 2324.369873
	Iteration 0F: 2 clusters Score -992277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -983489.312500 Penalty: 4648.739746
	Iteration 0F: 3 clusters Score -983489.3 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -986271.875000 Penalty: 4648.739746
	Iteration 1F: 3 clusters Score -986271.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -986744.437500 Penalty: 4648.739746
	Iteration 2F: 3 clusters Score -986744.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -987222.250000 Penalty: 4648.739746
	Iteration 3F: 3 clusters Score -987222.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -987734.500000 Penalty: 4648.739746
	Iteration 4F: 3 clusters Score -987734.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -988296.125000 Penalty: 4648.739746
	Iteration 5F: 3 clusters Score -988296.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -988882.625000 Penalty: 4648.739746
	Iteration 6F: 3 clusters Score -988882.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -989407.437500 Penalty: 4648.739746
	Iteration 7F: 3 clusters Score -989407.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -989871.687500 Penalty: 4648.739746
	Iteration 8F: 3 clusters Score -989871.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -990260.312500 Penalty: 4648.739746
	Iteration 9Q: 3 clusters Score -990260.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -990536.125000 Penalty: 4648.739746
	Iteration 10Q: 3 clusters Score -990536.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -990733.937500 Penalty: 4648.739746
	Iteration 11Q: 3 clusters Score -990733.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -990851.750000 Penalty: 4648.739746
	Iteration 12Q: 3 clusters Score -990851.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -990932.125000 Penalty: 4648.739746
	Iteration 13Q: 3 clusters Score -990932.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -990988.812500 Penalty: 4648.739746
	Iteration 14Q: 3 clusters Score -990988.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -991033.937500 Penalty: 4648.739746
	Iteration 15Q: 3 clusters Score -991033.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -991060.312500 Penalty: 4648.739746
	Iteration 16Q: 3 clusters Score -991060.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -991084.562500 Penalty: 4648.739746
	Iteration 17Q: 3 clusters Score -991084.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -991101.375000 Penalty: 4648.739746
	Iteration 18Q: 3 clusters Score -991101.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -991111.062500 Penalty: 4648.739746
	Iteration 19Q: 3 clusters Score -991111.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -991121.125000 Penalty: 4648.739746
	Iteration 20F: 3 clusters Score -991121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -991124.687500 Penalty: 4648.739746
	Iteration 21Q: 3 clusters Score -991124.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -991128.937500 Penalty: 4648.739746
	Iteration 22Q: 3 clusters Score -991128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -991133.125000 Penalty: 4648.739746
	Iteration 23Q: 3 clusters Score -991133.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -991136.250000 Penalty: 4648.739746
	Iteration 24Q: 3 clusters Score -991136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -991140.125000 Penalty: 4648.739746
	Iteration 25Q: 3 clusters Score -991140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -991142.000000 Penalty: 4648.739746
	Iteration 26Q: 3 clusters Score -991142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -991142.062500 Penalty: 4648.739746
	Iteration 27Q: 3 clusters Score -991142.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -991144.500000 Penalty: 4648.739746
	Iteration 28Q: 3 clusters Score -991144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -991146.062500 Penalty: 4648.739746
	Iteration 29Q: 3 clusters Score -991146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -991146.875000 Penalty: 4648.739746
	Iteration 30Q: 3 clusters Score -991146.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -991146.875000 Penalty: 4648.739746
	Iteration 31F: 3 clusters Score -991146.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -1444253.375000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -1444253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1432107.000000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -1432107 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1436032.875000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -1436033 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1436500.125000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -1436500 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1436898.000000 Penalty: 4829.122070
	Iteration 3F: 3 clusters Score -1436898 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1437293.750000 Penalty: 4829.122070
	Iteration 4Q: 3 clusters Score -1437294 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1437733.125000 Penalty: 4829.122070
	Iteration 5F: 3 clusters Score -1437733 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1438210.500000 Penalty: 4829.122070
	Iteration 6Q: 3 clusters Score -1438210 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1438657.125000 Penalty: 4829.122070
	Iteration 7Q: 3 clusters Score -1438657 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1439054.125000 Penalty: 4829.122070
	Iteration 8Q: 3 clusters Score -1439054 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1439402.125000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -1439402 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1439725.750000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -1439726 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1440019.875000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -1440020 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1440298.500000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -1440298 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1440544.250000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -1440544 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1440790.750000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -1440791 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1441012.000000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -1441012 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1441221.875000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -1441222 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1441447.625000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -1441448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1441652.125000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -1441652 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1441836.125000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -1441836 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1442031.375000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -1442031 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1442193.250000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -1442193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1442355.375000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -1442355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1442522.750000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -1442523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1442660.750000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -1442661 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1442747.000000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -1442747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1442794.250000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -1442794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1442829.250000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -1442829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1442851.500000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -1442852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1442867.625000 Penalty: 4829.122070
	Iteration 29Q: 3 clusters Score -1442868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1442885.625000 Penalty: 4829.122070
	Iteration 30Q: 3 clusters Score -1442886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1442892.375000 Penalty: 4829.122070
	Iteration 31Q: 3 clusters Score -1442892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1442901.750000 Penalty: 4829.122070
	Iteration 32Q: 3 clusters Score -1442902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1442910.625000 Penalty: 4829.122070
	Iteration 33Q: 3 clusters Score -1442911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1442912.625000 Penalty: 4829.122070
	Iteration 34Q: 3 clusters Score -1442913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1442917.250000 Penalty: 4829.122070
	Iteration 35Q: 3 clusters Score -1442917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1442919.750000 Penalty: 4829.122070
	Iteration 36Q: 3 clusters Score -1442920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1442920.250000 Penalty: 4829.122070
	Iteration 37Q: 3 clusters Score -1442920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1442920.750000 Penalty: 4829.122070
	Iteration 38Q: 3 clusters Score -1442921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1442920.000000 Penalty: 4829.122070
	Iteration 39Q: 3 clusters Score -1442920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1442920.000000 Penalty: 4829.122070
	Iteration 40F: 3 clusters Score -1442920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25514 members 
Mstep: Class 4 contains 17198 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 468132 members 
Mstep: Class 12 contains 26356 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22647 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40429 members 
Mstep: Class 18 contains 129222 members 
Mstep: Class 19 contains 152455 members 
Mstep: Class 20 contains 211915 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108045 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 211126 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3967 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20678 members 
Mstep: Class 30 contains 11497 members 
Mstep: Class 31 contains 11760 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451984.000000 Penalty: 113876.406250
Iteration 199Q: 33 clusters Score -1.46452e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 26815 members 
Mstep: Class 3 contains 25513 members 
Mstep: Class 4 contains 17195 members 
Mstep: Class 5 contains 67335 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 468084 members 
Mstep: Class 12 contains 26358 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22646 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 40430 members 
Mstep: Class 18 contains 129232 members 
Mstep: Class 19 contains 152458 members 
Mstep: Class 20 contains 211914 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 108085 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 211121 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3968 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20681 members 
Mstep: Class 30 contains 11497 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452048.000000 Penalty: 113876.406250
Iteration 200F: 33 clusters Score -1.46452e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 26815 members 
Mstep: Class 3 contains 25513 members 
Mstep: Class 4 contains 17194 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 468043 members 
Mstep: Class 12 contains 26362 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22643 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40430 members 
Mstep: Class 18 contains 129237 members 
Mstep: Class 19 contains 152463 members 
Mstep: Class 20 contains 211913 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 108125 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 211111 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3969 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20681 members 
Mstep: Class 30 contains 11500 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452016.000000 Penalty: 113876.406250
Iteration 201Q: 33 clusters Score -1.46452e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 17188 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 468004 members 
Mstep: Class 12 contains 26368 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22643 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40430 members 
Mstep: Class 18 contains 129243 members 
Mstep: Class 19 contains 152470 members 
Mstep: Class 20 contains 211907 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 108158 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211107 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3969 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20681 members 
Mstep: Class 30 contains 11507 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451920.000000 Penalty: 113876.406250
Iteration 202Q: 33 clusters Score -1.464519e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 17182 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 467981 members 
Mstep: Class 12 contains 26376 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22639 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40430 members 
Mstep: Class 18 contains 129250 members 
Mstep: Class 19 contains 152472 members 
Mstep: Class 20 contains 211903 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 108183 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211103 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 3969 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20678 members 
Mstep: Class 30 contains 11509 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451968.000000 Penalty: 113876.406250
Iteration 203Q: 33 clusters Score -1.46452e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 17178 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 467957 members 
Mstep: Class 12 contains 26380 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22637 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40432 members 
Mstep: Class 18 contains 129254 members 
Mstep: Class 19 contains 152471 members 
Mstep: Class 20 contains 211900 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 108209 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211100 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24448 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20680 members 
Mstep: Class 30 contains 11509 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451968.000000 Penalty: 113876.406250
Iteration 204Q: 33 clusters Score -1.46452e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 17175 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 467939 members 
Mstep: Class 12 contains 26385 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22632 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40432 members 
Mstep: Class 18 contains 129257 members 
Mstep: Class 19 contains 152472 members 
Mstep: Class 20 contains 211899 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108226 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211095 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20684 members 
Mstep: Class 30 contains 11512 members 
Mstep: Class 31 contains 11761 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451984.000000 Penalty: 113876.406250
Iteration 205Q: 33 clusters Score -1.46452e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 17172 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 467923 members 
Mstep: Class 12 contains 26395 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22626 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40434 members 
Mstep: Class 18 contains 129260 members 
Mstep: Class 19 contains 152474 members 
Mstep: Class 20 contains 211900 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108234 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211090 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20686 members 
Mstep: Class 30 contains 11515 members 
Mstep: Class 31 contains 11762 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451936.000000 Penalty: 113876.406250
Iteration 206Q: 33 clusters Score -1.464519e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25511 members 
Mstep: Class 4 contains 17167 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 467909 members 
Mstep: Class 12 contains 26404 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22623 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40435 members 
Mstep: Class 18 contains 129264 members 
Mstep: Class 19 contains 152475 members 
Mstep: Class 20 contains 211896 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108246 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211085 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20685 members 
Mstep: Class 30 contains 11516 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451952.000000 Penalty: 113876.406250
Iteration 207Q: 33 clusters Score -1.46452e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25511 members 
Mstep: Class 4 contains 17161 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 467900 members 
Mstep: Class 12 contains 26410 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22621 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40435 members 
Mstep: Class 18 contains 129270 members 
Mstep: Class 19 contains 152475 members 
Mstep: Class 20 contains 211894 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108260 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211080 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20681 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451856.000000 Penalty: 113876.406250
Iteration 208Q: 33 clusters Score -1.464519e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25511 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18646 members 
Mstep: Class 11 contains 467888 members 
Mstep: Class 12 contains 26416 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22618 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 129273 members 
Mstep: Class 19 contains 152476 members 
Mstep: Class 20 contains 211893 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108270 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 211076 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20683 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451984.000000 Penalty: 113876.406250
Iteration 209Q: 33 clusters Score -1.46452e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17157 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 467881 members 
Mstep: Class 12 contains 26416 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22615 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129279 members 
Mstep: Class 19 contains 152476 members 
Mstep: Class 20 contains 211891 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108279 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 211072 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20686 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452000.000000 Penalty: 113876.406250
Iteration 210Q: 33 clusters Score -1.46452e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17156 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18648 members 
Mstep: Class 11 contains 467861 members 
Mstep: Class 12 contains 26417 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22615 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129289 members 
Mstep: Class 19 contains 152477 members 
Mstep: Class 20 contains 211888 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108290 members 
Mstep: Class 23 contains 14397 members 
Mstep: Class 24 contains 211067 members 
Mstep: Class 25 contains 3821 members 
Mstep: Class 26 contains 24446 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20689 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452080.000000 Penalty: 113876.406250
Iteration 211Q: 33 clusters Score -1.464521e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17155 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18648 members 
Mstep: Class 11 contains 467840 members 
Mstep: Class 12 contains 26419 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22613 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129296 members 
Mstep: Class 19 contains 152478 members 
Mstep: Class 20 contains 211885 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108309 members 
Mstep: Class 23 contains 14402 members 
Mstep: Class 24 contains 211062 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24445 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20692 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452048.000000 Penalty: 113876.406250
Iteration 212Q: 33 clusters Score -1.46452e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17155 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18649 members 
Mstep: Class 11 contains 467812 members 
Mstep: Class 12 contains 26420 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22609 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40439 members 
Mstep: Class 18 contains 129311 members 
Mstep: Class 19 contains 152483 members 
Mstep: Class 20 contains 211882 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108323 members 
Mstep: Class 23 contains 14404 members 
Mstep: Class 24 contains 211056 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24445 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20698 members 
Mstep: Class 30 contains 11515 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451968.000000 Penalty: 113876.406250
Iteration 213Q: 33 clusters Score -1.46452e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 26819 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17154 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18649 members 
Mstep: Class 11 contains 467788 members 
Mstep: Class 12 contains 26420 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22602 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40439 members 
Mstep: Class 18 contains 129325 members 
Mstep: Class 19 contains 152488 members 
Mstep: Class 20 contains 211878 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108336 members 
Mstep: Class 23 contains 14407 members 
Mstep: Class 24 contains 211051 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24445 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20702 members 
Mstep: Class 30 contains 11516 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452000.000000 Penalty: 113876.406250
Iteration 214Q: 33 clusters Score -1.46452e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17154 members 
Mstep: Class 5 contains 67330 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467763 members 
Mstep: Class 12 contains 26422 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22602 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40438 members 
Mstep: Class 18 contains 129333 members 
Mstep: Class 19 contains 152489 members 
Mstep: Class 20 contains 211876 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 108351 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211046 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24445 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20705 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451920.000000 Penalty: 113876.406250
Iteration 215Q: 33 clusters Score -1.464519e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17153 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467746 members 
Mstep: Class 12 contains 26426 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22601 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129339 members 
Mstep: Class 19 contains 152495 members 
Mstep: Class 20 contains 211872 members 
Mstep: Class 21 contains 8588 members 
Mstep: Class 22 contains 108363 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211039 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20707 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451792.000000 Penalty: 113876.406250
Iteration 216Q: 33 clusters Score -1.464518e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67331 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467731 members 
Mstep: Class 12 contains 26431 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22600 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40439 members 
Mstep: Class 18 contains 129346 members 
Mstep: Class 19 contains 152497 members 
Mstep: Class 20 contains 211866 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108367 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211038 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3970 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20711 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451792.000000 Penalty: 113876.406250
Iteration 217Q: 33 clusters Score -1.464518e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467719 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22597 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40438 members 
Mstep: Class 18 contains 129348 members 
Mstep: Class 19 contains 152500 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108372 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211038 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20712 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451728.000000 Penalty: 113876.406250
Iteration 218Q: 33 clusters Score -1.464517e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467704 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22596 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40438 members 
Mstep: Class 18 contains 129356 members 
Mstep: Class 19 contains 152502 members 
Mstep: Class 20 contains 211864 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108381 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211034 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451792.000000 Penalty: 113876.406250
Iteration 219Q: 33 clusters Score -1.464518e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467697 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22596 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40438 members 
Mstep: Class 18 contains 129357 members 
Mstep: Class 19 contains 152503 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108388 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211029 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20716 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451728.000000 Penalty: 113876.406250
Iteration 220F: 33 clusters Score -1.464517e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467688 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22598 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40438 members 
Mstep: Class 18 contains 129360 members 
Mstep: Class 19 contains 152505 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108392 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211023 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20719 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451824.000000 Penalty: 113876.406250
Iteration 221Q: 33 clusters Score -1.464518e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467670 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22599 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129366 members 
Mstep: Class 19 contains 152507 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108397 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211023 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20723 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451776.000000 Penalty: 113876.406250
Iteration 222Q: 33 clusters Score -1.464518e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467654 members 
Mstep: Class 12 contains 26438 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22598 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129373 members 
Mstep: Class 19 contains 152510 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108399 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211021 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20728 members 
Mstep: Class 30 contains 11519 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451744.000000 Penalty: 113876.406250
Iteration 223Q: 33 clusters Score -1.464517e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467646 members 
Mstep: Class 12 contains 26438 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22597 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129378 members 
Mstep: Class 19 contains 152510 members 
Mstep: Class 20 contains 211863 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108401 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211021 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20731 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451824.000000 Penalty: 113876.406250
Iteration 224Q: 33 clusters Score -1.464518e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467636 members 
Mstep: Class 12 contains 26438 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22595 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129383 members 
Mstep: Class 19 contains 152512 members 
Mstep: Class 20 contains 211862 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108402 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211020 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20738 members 
Mstep: Class 30 contains 11519 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451744.000000 Penalty: 113876.406250
Iteration 225Q: 33 clusters Score -1.464517e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467624 members 
Mstep: Class 12 contains 26438 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22592 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129386 members 
Mstep: Class 19 contains 152515 members 
Mstep: Class 20 contains 211862 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108406 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211020 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20742 members 
Mstep: Class 30 contains 11519 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451792.000000 Penalty: 113876.406250
Iteration 226Q: 33 clusters Score -1.464518e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 467609 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129390 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108410 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211018 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20746 members 
Mstep: Class 30 contains 11519 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451632.000000 Penalty: 113876.406250
Iteration 227Q: 33 clusters Score -1.464516e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67334 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467598 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129396 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108415 members 
Mstep: Class 23 contains 14409 members 
Mstep: Class 24 contains 211019 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20747 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451680.000000 Penalty: 113876.406250
Iteration 228Q: 33 clusters Score -1.464517e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467584 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129405 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211866 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108418 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211016 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3973 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20748 members 
Mstep: Class 30 contains 11519 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451664.000000 Penalty: 113876.406250
Iteration 229Q: 33 clusters Score -1.464517e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67337 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467572 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129413 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211866 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108424 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211010 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451632.000000 Penalty: 113876.406250
Iteration 230Q: 33 clusters Score -1.464516e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467565 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129417 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211867 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 211011 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24444 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451616.000000 Penalty: 113876.406250
Iteration 231Q: 33 clusters Score -1.464516e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467562 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129419 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211869 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14409 members 
Mstep: Class 24 contains 211010 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451664.000000 Penalty: 113876.406250
Iteration 232Q: 33 clusters Score -1.464517e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467562 members 
Mstep: Class 12 contains 26438 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129421 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211869 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211008 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451664.000000 Penalty: 113876.406250
Iteration 233Q: 33 clusters Score -1.464517e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467561 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129421 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211868 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211008 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451632.000000 Penalty: 113876.406250
Iteration 234Q: 33 clusters Score -1.464516e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467556 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129425 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211869 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211008 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451680.000000 Penalty: 113876.406250
Iteration 235Q: 33 clusters Score -1.464517e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467552 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129431 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211867 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211008 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451696.000000 Penalty: 113876.406250
Iteration 236Q: 33 clusters Score -1.464517e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467546 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 129438 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211866 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211008 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451664.000000 Penalty: 113876.406250
Iteration 237Q: 33 clusters Score -1.464517e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 467540 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 129446 members 
Mstep: Class 19 contains 152516 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211007 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451648.000000 Penalty: 113876.406250
Iteration 238Q: 33 clusters Score -1.464516e+08 nChanged 11
Entering ConstructFrom: 
Score: -146451648.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -2066302.500000 Penalty: 2501.373535
	Iteration 0F: 2 clusters Score -2066302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2049618.125000 Penalty: 5002.747070
	Iteration 0F: 3 clusters Score -2049618 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2055366.375000 Penalty: 5002.747070
	Iteration 1F: 3 clusters Score -2055366 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2055820.875000 Penalty: 5002.747070
	Iteration 2F: 3 clusters Score -2055821 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2056298.625000 Penalty: 5002.747070
	Iteration 3Q: 3 clusters Score -2056299 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2056767.875000 Penalty: 5002.747070
	Iteration 4Q: 3 clusters Score -2056768 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2057371.125000 Penalty: 5002.747070
	Iteration 5Q: 3 clusters Score -2057371 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2058151.875000 Penalty: 5002.747070
	Iteration 6F: 3 clusters Score -2058152 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2059185.750000 Penalty: 5002.747070
	Iteration 7F: 3 clusters Score -2059186 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2060343.500000 Penalty: 5002.747070
	Iteration 8F: 3 clusters Score -2060344 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2061480.750000 Penalty: 5002.747070
	Iteration 9F: 3 clusters Score -2061481 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2062455.875000 Penalty: 5002.747070
	Iteration 10Q: 3 clusters Score -2062456 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2063095.625000 Penalty: 5002.747070
	Iteration 11Q: 3 clusters Score -2063096 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2063507.875000 Penalty: 5002.747070
	Iteration 12Q: 3 clusters Score -2063508 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2063758.625000 Penalty: 5002.747070
	Iteration 13Q: 3 clusters Score -2063759 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2063911.000000 Penalty: 5002.747070
	Iteration 14Q: 3 clusters Score -2063911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2063996.875000 Penalty: 5002.747070
	Iteration 15Q: 3 clusters Score -2063997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2064053.375000 Penalty: 5002.747070
	Iteration 16Q: 3 clusters Score -2064053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2064101.625000 Penalty: 5002.747070
	Iteration 17Q: 3 clusters Score -2064102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2064145.750000 Penalty: 5002.747070
	Iteration 18Q: 3 clusters Score -2064146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2064169.250000 Penalty: 5002.747070
	Iteration 19Q: 3 clusters Score -2064169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2064189.625000 Penalty: 5002.747070
	Iteration 20F: 3 clusters Score -2064190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2064207.875000 Penalty: 5002.747070
	Iteration 21Q: 3 clusters Score -2064208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2064222.750000 Penalty: 5002.747070
	Iteration 22Q: 3 clusters Score -2064223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2064228.250000 Penalty: 5002.747070
	Iteration 23Q: 3 clusters Score -2064228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2064241.500000 Penalty: 5002.747070
	Iteration 24Q: 3 clusters Score -2064242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2064251.625000 Penalty: 5002.747070
	Iteration 25Q: 3 clusters Score -2064252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2064257.875000 Penalty: 5002.747070
	Iteration 26Q: 3 clusters Score -2064258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2064269.125000 Penalty: 5002.747070
	Iteration 27Q: 3 clusters Score -2064269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2064276.125000 Penalty: 5002.747070
	Iteration 28Q: 3 clusters Score -2064276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2064278.250000 Penalty: 5002.747070
	Iteration 29Q: 3 clusters Score -2064278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2064289.500000 Penalty: 5002.747070
	Iteration 30Q: 3 clusters Score -2064290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2064295.375000 Penalty: 5002.747070
	Iteration 31Q: 3 clusters Score -2064295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2064295.500000 Penalty: 5002.747070
	Iteration 32Q: 3 clusters Score -2064296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2064298.000000 Penalty: 5002.747070
	Iteration 33Q: 3 clusters Score -2064298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2064301.500000 Penalty: 5002.747070
	Iteration 34Q: 3 clusters Score -2064302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2064301.375000 Penalty: 5002.747070
	Iteration 35Q: 3 clusters Score -2064301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2064304.125000 Penalty: 5002.747070
	Iteration 36Q: 3 clusters Score -2064304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2064305.000000 Penalty: 5002.747070
	Iteration 37Q: 3 clusters Score -2064305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2064309.250000 Penalty: 5002.747070
	Iteration 38Q: 3 clusters Score -2064309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2064315.375000 Penalty: 5002.747070
	Iteration 39Q: 3 clusters Score -2064315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2064326.500000 Penalty: 5002.747070
	Iteration 40F: 3 clusters Score -2064326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2064333.875000 Penalty: 5002.747070
	Iteration 41Q: 3 clusters Score -2064334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2064340.375000 Penalty: 5002.747070
	Iteration 42Q: 3 clusters Score -2064340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2064341.000000 Penalty: 5002.747070
	Iteration 43Q: 3 clusters Score -2064341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2064343.750000 Penalty: 5002.747070
	Iteration 44Q: 3 clusters Score -2064344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2064344.750000 Penalty: 5002.747070
	Iteration 45Q: 3 clusters Score -2064345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2064347.750000 Penalty: 5002.747070
	Iteration 46Q: 3 clusters Score -2064348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2064352.000000 Penalty: 5002.747070
	Iteration 47Q: 3 clusters Score -2064352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2064353.750000 Penalty: 5002.747070
	Iteration 48Q: 3 clusters Score -2064354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2064355.125000 Penalty: 5002.747070
	Iteration 49Q: 3 clusters Score -2064355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2064355.125000 Penalty: 5002.747070
	Iteration 50F: 3 clusters Score -2064355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Entering Unmasked Estep 
Score: -2422705.000000 Penalty: 2528.850342
	Iteration 0F: 2 clusters Score -2422705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2404284.250000 Penalty: 5057.700684
	Iteration 0F: 3 clusters Score -2404284 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2410795.500000 Penalty: 5057.700684
	Iteration 1F: 3 clusters Score -2410796 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2411204.000000 Penalty: 5057.700684
	Iteration 2Q: 3 clusters Score -2411204 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2411614.000000 Penalty: 5057.700684
	Iteration 3Q: 3 clusters Score -2411614 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2412032.750000 Penalty: 5057.700684
	Iteration 4Q: 3 clusters Score -2412033 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2412552.000000 Penalty: 5057.700684
	Iteration 5Q: 3 clusters Score -2412552 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2413167.000000 Penalty: 5057.700684
	Iteration 6Q: 3 clusters Score -2413167 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2413948.250000 Penalty: 5057.700684
	Iteration 7F: 3 clusters Score -2413948 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2414895.000000 Penalty: 5057.700684
	Iteration 8F: 3 clusters Score -2414895 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2416033.750000 Penalty: 5057.700684
	Iteration 9F: 3 clusters Score -2416034 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2417206.000000 Penalty: 5057.700684
	Iteration 10F: 3 clusters Score -2417206 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2418276.000000 Penalty: 5057.700684
	Iteration 11F: 3 clusters Score -2418276 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2419142.250000 Penalty: 5057.700684
	Iteration 12Q: 3 clusters Score -2419142 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2419791.250000 Penalty: 5057.700684
	Iteration 13Q: 3 clusters Score -2419791 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2420202.000000 Penalty: 5057.700684
	Iteration 14Q: 3 clusters Score -2420202 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2420444.500000 Penalty: 5057.700684
	Iteration 15Q: 3 clusters Score -2420444 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2420601.250000 Penalty: 5057.700684
	Iteration 16Q: 3 clusters Score -2420601 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -2420694.250000 Penalty: 5057.700684
	Iteration 17Q: 3 clusters Score -2420694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2420752.250000 Penalty: 5057.700684
	Iteration 18Q: 3 clusters Score -2420752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2420789.000000 Penalty: 5057.700684
	Iteration 19Q: 3 clusters Score -2420789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2420803.250000 Penalty: 5057.700684
	Iteration 20F: 3 clusters Score -2420803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2420820.750000 Penalty: 5057.700684
	Iteration 21Q: 3 clusters Score -2420821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2420830.750000 Penalty: 5057.700684
	Iteration 22Q: 3 clusters Score -2420831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2420835.250000 Penalty: 5057.700684
	Iteration 23Q: 3 clusters Score -2420835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2420840.000000 Penalty: 5057.700684
	Iteration 24Q: 3 clusters Score -2420840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2420842.500000 Penalty: 5057.700684
	Iteration 25Q: 3 clusters Score -2420842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2420842.750000 Penalty: 5057.700684
	Iteration 26Q: 3 clusters Score -2420843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2420844.750000 Penalty: 5057.700684
	Iteration 27Q: 3 clusters Score -2420845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2420844.750000 Penalty: 5057.700684
	Iteration 28Q: 3 clusters Score -2420845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2420844.750000 Penalty: 5057.700684
	Iteration 29F: 3 clusters Score -2420845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Entering Unmasked Estep 
Score: -2182998.750000 Penalty: 2516.393311
	Iteration 0F: 2 clusters Score -2182999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2165190.750000 Penalty: 5032.786621
	Iteration 0F: 3 clusters Score -2165191 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2171302.250000 Penalty: 5032.786621
	Iteration 1F: 3 clusters Score -2171302 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2171620.250000 Penalty: 5032.786621
	Iteration 2Q: 3 clusters Score -2171620 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2171907.250000 Penalty: 5032.786621
	Iteration 3Q: 3 clusters Score -2171907 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2172173.750000 Penalty: 5032.786621
	Iteration 4Q: 3 clusters Score -2172174 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2172437.250000 Penalty: 5032.786621
	Iteration 5Q: 3 clusters Score -2172437 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2172755.750000 Penalty: 5032.786621
	Iteration 6Q: 3 clusters Score -2172756 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2173135.000000 Penalty: 5032.786621
	Iteration 7Q: 3 clusters Score -2173135 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2173714.750000 Penalty: 5032.786621
	Iteration 8Q: 3 clusters Score -2173715 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2174634.500000 Penalty: 5032.786621
	Iteration 9F: 3 clusters Score -2174634 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2176003.500000 Penalty: 5032.786621
	Iteration 10F: 3 clusters Score -2176004 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2177518.250000 Penalty: 5032.786621
	Iteration 11F: 3 clusters Score -2177518 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2178812.750000 Penalty: 5032.786621
	Iteration 12F: 3 clusters Score -2178813 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2179753.250000 Penalty: 5032.786621
	Iteration 13Q: 3 clusters Score -2179753 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2180273.500000 Penalty: 5032.786621
	Iteration 14Q: 3 clusters Score -2180274 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2180526.000000 Penalty: 5032.786621
	Iteration 15Q: 3 clusters Score -2180526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2180652.000000 Penalty: 5032.786621
	Iteration 16Q: 3 clusters Score -2180652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2180697.250000 Penalty: 5032.786621
	Iteration 17Q: 3 clusters Score -2180697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2180726.500000 Penalty: 5032.786621
	Iteration 18Q: 3 clusters Score -2180726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2180753.500000 Penalty: 5032.786621
	Iteration 19Q: 3 clusters Score -2180754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2180776.250000 Penalty: 5032.786621
	Iteration 20F: 3 clusters Score -2180776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2180795.500000 Penalty: 5032.786621
	Iteration 21Q: 3 clusters Score -2180796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2180817.000000 Penalty: 5032.786621
	Iteration 22Q: 3 clusters Score -2180817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2180829.000000 Penalty: 5032.786621
	Iteration 23Q: 3 clusters Score -2180829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2180840.750000 Penalty: 5032.786621
	Iteration 24Q: 3 clusters Score -2180841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2180844.000000 Penalty: 5032.786621
	Iteration 25Q: 3 clusters Score -2180844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -2180851.000000 Penalty: 5032.786621
	Iteration 26Q: 3 clusters Score -2180851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2180851.500000 Penalty: 5032.786621
	Iteration 27Q: 3 clusters Score -2180852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2180849.250000 Penalty: 5032.786621
	Iteration 28Q: 3 clusters Score -2180849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2180849.250000 Penalty: 5032.786621
	Iteration 29F: 3 clusters Score -2180849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Entering Unmasked Estep 
Score: -1496471.500000 Penalty: 2417.967773
	Iteration 0F: 2 clusters Score -1496472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1484249.000000 Penalty: 4835.935547
	Iteration 0F: 3 clusters Score -1484249 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1488149.500000 Penalty: 4835.935547
	Iteration 1F: 3 clusters Score -1488150 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1488537.250000 Penalty: 4835.935547
	Iteration 2F: 3 clusters Score -1488537 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1488873.000000 Penalty: 4835.935547
	Iteration 3Q: 3 clusters Score -1488873 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1489202.250000 Penalty: 4835.935547
	Iteration 4Q: 3 clusters Score -1489202 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1489534.125000 Penalty: 4835.935547
	Iteration 5Q: 3 clusters Score -1489534 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1489951.500000 Penalty: 4835.935547
	Iteration 6Q: 3 clusters Score -1489952 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1490465.375000 Penalty: 4835.935547
	Iteration 7F: 3 clusters Score -1490465 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1491011.375000 Penalty: 4835.935547
	Iteration 8F: 3 clusters Score -1491011 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1491532.000000 Penalty: 4835.935547
	Iteration 9F: 3 clusters Score -1491532 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1491964.125000 Penalty: 4835.935547
	Iteration 10Q: 3 clusters Score -1491964 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1492285.750000 Penalty: 4835.935547
	Iteration 11Q: 3 clusters Score -1492286 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1492531.375000 Penalty: 4835.935547
	Iteration 12Q: 3 clusters Score -1492531 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1492710.750000 Penalty: 4835.935547
	Iteration 13Q: 3 clusters Score -1492711 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1492832.125000 Penalty: 4835.935547
	Iteration 14Q: 3 clusters Score -1492832 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1492928.875000 Penalty: 4835.935547
	Iteration 15Q: 3 clusters Score -1492929 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1492999.000000 Penalty: 4835.935547
	Iteration 16Q: 3 clusters Score -1492999 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1493068.750000 Penalty: 4835.935547
	Iteration 17Q: 3 clusters Score -1493069 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1493112.750000 Penalty: 4835.935547
	Iteration 18Q: 3 clusters Score -1493113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1493159.125000 Penalty: 4835.935547
	Iteration 19Q: 3 clusters Score -1493159 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1493221.375000 Penalty: 4835.935547
	Iteration 20F: 3 clusters Score -1493221 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1493292.875000 Penalty: 4835.935547
	Iteration 21Q: 3 clusters Score -1493293 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1493375.250000 Penalty: 4835.935547
	Iteration 22Q: 3 clusters Score -1493375 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1493499.000000 Penalty: 4835.935547
	Iteration 23Q: 3 clusters Score -1493499 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1493698.875000 Penalty: 4835.935547
	Iteration 24Q: 3 clusters Score -1493699 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1493986.250000 Penalty: 4835.935547
	Iteration 25Q: 3 clusters Score -1493986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1494204.000000 Penalty: 4835.935547
	Iteration 26Q: 3 clusters Score -1494204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1494284.000000 Penalty: 4835.935547
	Iteration 27Q: 3 clusters Score -1494284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1494329.625000 Penalty: 4835.935547
	Iteration 28Q: 3 clusters Score -1494330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1494360.250000 Penalty: 4835.935547
	Iteration 29Q: 3 clusters Score -1494360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1494372.875000 Penalty: 4835.935547
	Iteration 30Q: 3 clusters Score -1494373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1494380.875000 Penalty: 4835.935547
	Iteration 31Q: 3 clusters Score -1494381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1494386.625000 Penalty: 4835.935547
	Iteration 32Q: 3 clusters Score -1494387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1494389.250000 Penalty: 4835.935547
	Iteration 33Q: 3 clusters Score -1494389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1494390.625000 Penalty: 4835.935547
	Iteration 34Q: 3 clusters Score -1494391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1494395.625000 Penalty: 4835.935547
	Iteration 35Q: 3 clusters Score -1494396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1494397.000000 Penalty: 4835.935547
	Iteration 36Q: 3 clusters Score -1494397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1494396.625000 Penalty: 4835.935547
	Iteration 37Q: 3 clusters Score -1494397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1494396.875000 Penalty: 4835.935547
	Iteration 38Q: 3 clusters Score -1494397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1494397.375000 Penalty: 4835.935547
	Iteration 39Q: 3 clusters Score -1494397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1494397.375000 Penalty: 4835.935547
	Iteration 40F: 3 clusters Score -1494397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Entering Unmasked Estep 
Score: -6054411.000000 Penalty: 2757.127686
	Iteration 0F: 2 clusters Score -6054411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -6009224.000000 Penalty: 5514.255371
	Iteration 0F: 3 clusters Score -6009224 nChanged 31450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -6027645.500000 Penalty: 5514.255371
	Iteration 1F: 3 clusters Score -6027646 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -6028772.000000 Penalty: 5514.255371
	Iteration 2Q: 3 clusters Score -6028772 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -6029999.500000 Penalty: 5514.255371
	Iteration 3Q: 3 clusters Score -6030000 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -6031161.500000 Penalty: 5514.255371
	Iteration 4Q: 3 clusters Score -6031162 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -6032294.000000 Penalty: 5514.255371
	Iteration 5Q: 3 clusters Score -6032294 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -6033576.500000 Penalty: 5514.255371
	Iteration 6Q: 3 clusters Score -6033576 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -6035159.500000 Penalty: 5514.255371
	Iteration 7Q: 3 clusters Score -6035160 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6037265.500000 Penalty: 5514.255371
	Iteration 8F: 3 clusters Score -6037266 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -6039880.000000 Penalty: 5514.255371
	Iteration 9F: 3 clusters Score -6039880 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6042645.000000 Penalty: 5514.255371
	Iteration 10F: 3 clusters Score -6042645 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6045169.000000 Penalty: 5514.255371
	Iteration 11Q: 3 clusters Score -6045169 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -6047156.500000 Penalty: 5514.255371
	Iteration 12Q: 3 clusters Score -6047156 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -6048673.500000 Penalty: 5514.255371
	Iteration 13Q: 3 clusters Score -6048674 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -6049892.000000 Penalty: 5514.255371
	Iteration 14Q: 3 clusters Score -6049892 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -6050815.000000 Penalty: 5514.255371
	Iteration 15Q: 3 clusters Score -6050815 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6051486.500000 Penalty: 5514.255371
	Iteration 16Q: 3 clusters Score -6051486 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -6051988.000000 Penalty: 5514.255371
	Iteration 17Q: 3 clusters Score -6051988 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -6052395.000000 Penalty: 5514.255371
	Iteration 18Q: 3 clusters Score -6052395 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -6052673.000000 Penalty: 5514.255371
	Iteration 19Q: 3 clusters Score -6052673 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -6052895.000000 Penalty: 5514.255371
	Iteration 20F: 3 clusters Score -6052895 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -6053102.000000 Penalty: 5514.255371
	Iteration 21Q: 3 clusters Score -6053102 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -6053194.500000 Penalty: 5514.255371
	Iteration 22Q: 3 clusters Score -6053194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -6053247.000000 Penalty: 5514.255371
	Iteration 23Q: 3 clusters Score -6053247 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -6053318.000000 Penalty: 5514.255371
	Iteration 24Q: 3 clusters Score -6053318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -6053350.500000 Penalty: 5514.255371
	Iteration 25Q: 3 clusters Score -6053350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -6053371.500000 Penalty: 5514.255371
	Iteration 26Q: 3 clusters Score -6053372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -6053376.500000 Penalty: 5514.255371
	Iteration 27Q: 3 clusters Score -6053376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -6053383.500000 Penalty: 5514.255371
	Iteration 28Q: 3 clusters Score -6053384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -6053398.500000 Penalty: 5514.255371
	Iteration 29Q: 3 clusters Score -6053398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -6053409.000000 Penalty: 5514.255371
	Iteration 30Q: 3 clusters Score -6053409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -6053417.000000 Penalty: 5514.255371
	Iteration 31Q: 3 clusters Score -6053417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -6053415.000000 Penalty: 5514.255371
	Iteration 32Q: 3 clusters Score -6053415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -6053421.500000 Penalty: 5514.255371
	Iteration 33Q: 3 clusters Score -6053422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -6053428.500000 Penalty: 5514.255371
	Iteration 34Q: 3 clusters Score -6053428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -6053427.500000 Penalty: 5514.255371
	Iteration 35Q: 3 clusters Score -6053428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -6053426.500000 Penalty: 5514.255371
	Iteration 36Q: 3 clusters Score -6053426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -6053422.000000 Penalty: 5514.255371
	Iteration 37Q: 3 clusters Score -6053422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -6053429.500000 Penalty: 5514.255371
	Iteration 38Q: 3 clusters Score -6053430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -6053426.500000 Penalty: 5514.255371
	Iteration 39Q: 3 clusters Score -6053426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -6053424.500000 Penalty: 5514.255371
	Iteration 40F: 3 clusters Score -6053424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -6053433.000000 Penalty: 5514.255371
	Iteration 41Q: 3 clusters Score -6053433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -6053431.000000 Penalty: 5514.255371
	Iteration 42Q: 3 clusters Score -6053431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -6053429.000000 Penalty: 5514.255371
	Iteration 43Q: 3 clusters Score -6053429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -6053434.000000 Penalty: 5514.255371
	Iteration 44Q: 3 clusters Score -6053434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -6053429.500000 Penalty: 5514.255371
	Iteration 45Q: 3 clusters Score -6053430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -6053429.000000 Penalty: 5514.255371
	Iteration 46Q: 3 clusters Score -6053429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -6053437.500000 Penalty: 5514.255371
	Iteration 47Q: 3 clusters Score -6053438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -6053435.000000 Penalty: 5514.255371
	Iteration 48Q: 3 clusters Score -6053435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -6053424.500000 Penalty: 5514.255371
	Iteration 49Q: 3 clusters Score -6053424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -6053435.000000 Penalty: 5514.255371
	Iteration 50Q: 3 clusters Score -6053435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -6053427.000000 Penalty: 5514.255371
	Iteration 51Q: 3 clusters Score -6053427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -6053432.000000 Penalty: 5514.255371
	Iteration 52Q: 3 clusters Score -6053432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -6053439.000000 Penalty: 5514.255371
	Iteration 53Q: 3 clusters Score -6053439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -6053439.000000 Penalty: 5514.255371
	Iteration 54Q: 3 clusters Score -6053439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -6053429.500000 Penalty: 5514.255371
	Iteration 55Q: 3 clusters Score -6053430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -6053434.000000 Penalty: 5514.255371
	Iteration 56Q: 3 clusters Score -6053434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -6053437.500000 Penalty: 5514.255371
	Iteration 57Q: 3 clusters Score -6053438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -6053442.000000 Penalty: 5514.255371
	Iteration 58Q: 3 clusters Score -6053442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -6053438.500000 Penalty: 5514.255371
	Iteration 59Q: 3 clusters Score -6053438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -6053434.500000 Penalty: 5514.255371
	Iteration 60F: 3 clusters Score -6053434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -224178.421875 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -224178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -221100.625000 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -221100.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -221714.578125 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -221714.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -221882.578125 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -221882.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -222003.687500 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -222003.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -222085.031250 Penalty: 3938.706299
	Iteration 4Q: 3 clusters Score -222085 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -222149.171875 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -222149.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -222217.031250 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -222217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -222274.656250 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -222274.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -222330.625000 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -222330.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222388.609375 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -222388.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222465.578125 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -222465.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -222581.984375 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -222582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -222653.359375 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -222653.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -222723.812500 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -222723.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -222785.828125 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -222785.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -222840.687500 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -222840.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222890.062500 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -222890.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -222941.296875 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -222941.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -222985.984375 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -222986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -223007.000000 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -223007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -223027.156250 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -223027.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -223041.640625 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -223041.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -223054.359375 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -223054.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -223062.609375 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -223062.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -223069.484375 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -223069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -223072.078125 Penalty: 3938.706299
	Iteration 25Q: 3 clusters Score -223072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -223075.562500 Penalty: 3938.706299
	Iteration 26Q: 3 clusters Score -223075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -223079.031250 Penalty: 3938.706299
	Iteration 27Q: 3 clusters Score -223079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -223079.328125 Penalty: 3938.706299
	Iteration 28Q: 3 clusters Score -223079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -223080.109375 Penalty: 3938.706299
	Iteration 29Q: 3 clusters Score -223080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -223081.734375 Penalty: 3938.706299
	Iteration 30Q: 3 clusters Score -223081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -223083.734375 Penalty: 3938.706299
	Iteration 31Q: 3 clusters Score -223083.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -223086.984375 Penalty: 3938.706299
	Iteration 32Q: 3 clusters Score -223087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -223087.968750 Penalty: 3938.706299
	Iteration 33Q: 3 clusters Score -223088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -223087.968750 Penalty: 3938.706299
	Iteration 34F: 3 clusters Score -223088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -22468.085938 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -22468.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21217.494141 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -21217.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21296.689453 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -21296.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21315.748047 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -21315.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21326.515625 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -21326.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21327.175781 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -21327.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21327.175781 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -21327.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Entering Unmasked Estep 
Score: -1465433.375000 Penalty: 2405.286621
	Iteration 0F: 2 clusters Score -1465433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1453776.375000 Penalty: 4810.573242
	Iteration 0F: 3 clusters Score -1453776 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1457473.250000 Penalty: 4810.573242
	Iteration 1F: 3 clusters Score -1457473 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1457832.250000 Penalty: 4810.573242
	Iteration 2F: 3 clusters Score -1457832 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1458070.500000 Penalty: 4810.573242
	Iteration 3Q: 3 clusters Score -1458070 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1458265.375000 Penalty: 4810.573242
	Iteration 4Q: 3 clusters Score -1458265 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1458416.375000 Penalty: 4810.573242
	Iteration 5Q: 3 clusters Score -1458416 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1458544.375000 Penalty: 4810.573242
	Iteration 6Q: 3 clusters Score -1458544 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1458692.625000 Penalty: 4810.573242
	Iteration 7Q: 3 clusters Score -1458693 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1458872.375000 Penalty: 4810.573242
	Iteration 8Q: 3 clusters Score -1458872 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1459096.250000 Penalty: 4810.573242
	Iteration 9Q: 3 clusters Score -1459096 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1459369.000000 Penalty: 4810.573242
	Iteration 10Q: 3 clusters Score -1459369 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1459724.375000 Penalty: 4810.573242
	Iteration 11Q: 3 clusters Score -1459724 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1460164.000000 Penalty: 4810.573242
	Iteration 12Q: 3 clusters Score -1460164 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1460682.250000 Penalty: 4810.573242
	Iteration 13Q: 3 clusters Score -1460682 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1461262.875000 Penalty: 4810.573242
	Iteration 14F: 3 clusters Score -1461263 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1461842.125000 Penalty: 4810.573242
	Iteration 15Q: 3 clusters Score -1461842 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1462340.125000 Penalty: 4810.573242
	Iteration 16Q: 3 clusters Score -1462340 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1462687.750000 Penalty: 4810.573242
	Iteration 17Q: 3 clusters Score -1462688 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1462936.875000 Penalty: 4810.573242
	Iteration 18Q: 3 clusters Score -1462937 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1463086.750000 Penalty: 4810.573242
	Iteration 19Q: 3 clusters Score -1463087 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1463192.125000 Penalty: 4810.573242
	Iteration 20F: 3 clusters Score -1463192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1463264.125000 Penalty: 4810.573242
	Iteration 21Q: 3 clusters Score -1463264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1463311.750000 Penalty: 4810.573242
	Iteration 22Q: 3 clusters Score -1463312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1463334.000000 Penalty: 4810.573242
	Iteration 23Q: 3 clusters Score -1463334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1463351.250000 Penalty: 4810.573242
	Iteration 24Q: 3 clusters Score -1463351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1463360.500000 Penalty: 4810.573242
	Iteration 25Q: 3 clusters Score -1463360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1463375.875000 Penalty: 4810.573242
	Iteration 26Q: 3 clusters Score -1463376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1463398.250000 Penalty: 4810.573242
	Iteration 27Q: 3 clusters Score -1463398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1463417.500000 Penalty: 4810.573242
	Iteration 28Q: 3 clusters Score -1463418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1463421.625000 Penalty: 4810.573242
	Iteration 29Q: 3 clusters Score -1463422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1463424.125000 Penalty: 4810.573242
	Iteration 30Q: 3 clusters Score -1463424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1463428.125000 Penalty: 4810.573242
	Iteration 31Q: 3 clusters Score -1463428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1463430.500000 Penalty: 4810.573242
	Iteration 32Q: 3 clusters Score -1463430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1463435.750000 Penalty: 4810.573242
	Iteration 33Q: 3 clusters Score -1463436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1463438.375000 Penalty: 4810.573242
	Iteration 34Q: 3 clusters Score -1463438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1463440.625000 Penalty: 4810.573242
	Iteration 35Q: 3 clusters Score -1463441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1463444.125000 Penalty: 4810.573242
	Iteration 36Q: 3 clusters Score -1463444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1463450.375000 Penalty: 4810.573242
	Iteration 37Q: 3 clusters Score -1463450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1463454.625000 Penalty: 4810.573242
	Iteration 38Q: 3 clusters Score -1463455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1463455.625000 Penalty: 4810.573242
	Iteration 39Q: 3 clusters Score -1463456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1463459.125000 Penalty: 4810.573242
	Iteration 40F: 3 clusters Score -1463459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1463461.500000 Penalty: 4810.573242
	Iteration 41Q: 3 clusters Score -1463462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1463460.500000 Penalty: 4810.573242
	Iteration 42Q: 3 clusters Score -1463460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1463461.500000 Penalty: 4810.573242
	Iteration 43Q: 3 clusters Score -1463462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1463461.500000 Penalty: 4810.573242
	Iteration 44F: 3 clusters Score -1463462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -196496.218750 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -196496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -193637.390625 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -193637.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -194248.109375 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -194248.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194389.906250 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -194389.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194451.625000 Penalty: 3857.785156
	Iteration 3Q: 3 clusters Score -194451.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -194492.453125 Penalty: 3857.785156
	Iteration 4Q: 3 clusters Score -194492.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -194518.375000 Penalty: 3857.785156
	Iteration 5Q: 3 clusters Score -194518.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194539.671875 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -194539.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -194562.906250 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -194562.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194579.500000 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -194579.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194591.750000 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -194591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -194603.203125 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -194603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -194613.093750 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -194613.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194621.781250 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -194621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -194627.031250 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -194627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -194633.421875 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -194633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194638.562500 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -194638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -194643.953125 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -194644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -194646.937500 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -194646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -194647.562500 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -194647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194648.468750 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -194648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -194650.562500 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -194650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194653.531250 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -194653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194656.484375 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -194656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -194661.609375 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -194661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194669.468750 Penalty: 3857.785156
	Iteration 24Q: 3 clusters Score -194669.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -194680.765625 Penalty: 3857.785156
	Iteration 25Q: 3 clusters Score -194680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -194690.562500 Penalty: 3857.785156
	Iteration 26Q: 3 clusters Score -194690.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -194697.734375 Penalty: 3857.785156
	Iteration 27Q: 3 clusters Score -194697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -194705.765625 Penalty: 3857.785156
	Iteration 28Q: 3 clusters Score -194705.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194715.390625 Penalty: 3857.785156
	Iteration 29Q: 3 clusters Score -194715.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -194723.796875 Penalty: 3857.785156
	Iteration 30Q: 3 clusters Score -194723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -194732.640625 Penalty: 3857.785156
	Iteration 31Q: 3 clusters Score -194732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -194739.796875 Penalty: 3857.785156
	Iteration 32Q: 3 clusters Score -194739.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -194746.656250 Penalty: 3857.785156
	Iteration 33Q: 3 clusters Score -194746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -194754.593750 Penalty: 3857.785156
	Iteration 34Q: 3 clusters Score -194754.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -194762.765625 Penalty: 3857.785156
	Iteration 35Q: 3 clusters Score -194762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -194775.015625 Penalty: 3857.785156
	Iteration 36Q: 3 clusters Score -194775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -194781.328125 Penalty: 3857.785156
	Iteration 37Q: 3 clusters Score -194781.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -194787.500000 Penalty: 3857.785156
	Iteration 38Q: 3 clusters Score -194787.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -194799.812500 Penalty: 3857.785156
	Iteration 39Q: 3 clusters Score -194799.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -194815.031250 Penalty: 3857.785156
	Iteration 40F: 3 clusters Score -194815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -194828.562500 Penalty: 3857.785156
	Iteration 41Q: 3 clusters Score -194828.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -194840.828125 Penalty: 3857.785156
	Iteration 42Q: 3 clusters Score -194840.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -194851.765625 Penalty: 3857.785156
	Iteration 43Q: 3 clusters Score -194851.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -194862.296875 Penalty: 3857.785156
	Iteration 44Q: 3 clusters Score -194862.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -194875.093750 Penalty: 3857.785156
	Iteration 45Q: 3 clusters Score -194875.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -194887.625000 Penalty: 3857.785156
	Iteration 46Q: 3 clusters Score -194887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -194894.156250 Penalty: 3857.785156
	Iteration 47Q: 3 clusters Score -194894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -194899.515625 Penalty: 3857.785156
	Iteration 48Q: 3 clusters Score -194899.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -194906.328125 Penalty: 3857.785156
	Iteration 49Q: 3 clusters Score -194906.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -194916.703125 Penalty: 3857.785156
	Iteration 50Q: 3 clusters Score -194916.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -194923.921875 Penalty: 3857.785156
	Iteration 51Q: 3 clusters Score -194923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194930.390625 Penalty: 3857.785156
	Iteration 52Q: 3 clusters Score -194930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -194935.375000 Penalty: 3857.785156
	Iteration 53Q: 3 clusters Score -194935.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -194940.640625 Penalty: 3857.785156
	Iteration 54Q: 3 clusters Score -194940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -194952.515625 Penalty: 3857.785156
	Iteration 55Q: 3 clusters Score -194952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -194981.093750 Penalty: 3857.785156
	Iteration 56Q: 3 clusters Score -194981.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -195010.281250 Penalty: 3857.785156
	Iteration 57Q: 3 clusters Score -195010.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -195040.046875 Penalty: 3857.785156
	Iteration 58Q: 3 clusters Score -195040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -195067.156250 Penalty: 3857.785156
	Iteration 59Q: 3 clusters Score -195067.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -195089.593750 Penalty: 3857.785156
	Iteration 60F: 3 clusters Score -195089.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -195107.109375 Penalty: 3857.785156
	Iteration 61Q: 3 clusters Score -195107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -195121.828125 Penalty: 3857.785156
	Iteration 62Q: 3 clusters Score -195121.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -195131.609375 Penalty: 3857.785156
	Iteration 63Q: 3 clusters Score -195131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -195138.562500 Penalty: 3857.785156
	Iteration 64Q: 3 clusters Score -195138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -195144.593750 Penalty: 3857.785156
	Iteration 65Q: 3 clusters Score -195144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -195148.312500 Penalty: 3857.785156
	Iteration 66Q: 3 clusters Score -195148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -195148.984375 Penalty: 3857.785156
	Iteration 67Q: 3 clusters Score -195149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -195150.046875 Penalty: 3857.785156
	Iteration 68Q: 3 clusters Score -195150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -195151.125000 Penalty: 3857.785156
	Iteration 69Q: 3 clusters Score -195151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -195151.125000 Penalty: 3857.785156
	Iteration 70F: 3 clusters Score -195151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Entering Unmasked Estep 
Score: -1625390.625000 Penalty: 2438.733154
	Iteration 0F: 2 clusters Score -1625391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1612261.500000 Penalty: 4877.466309
	Iteration 0F: 3 clusters Score -1612262 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1616665.125000 Penalty: 4877.466309
	Iteration 1F: 3 clusters Score -1616665 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1617116.750000 Penalty: 4877.466309
	Iteration 2F: 3 clusters Score -1617117 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1617494.750000 Penalty: 4877.466309
	Iteration 3Q: 3 clusters Score -1617495 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1617842.625000 Penalty: 4877.466309
	Iteration 4Q: 3 clusters Score -1617843 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1618189.375000 Penalty: 4877.466309
	Iteration 5Q: 3 clusters Score -1618189 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1618599.250000 Penalty: 4877.466309
	Iteration 6Q: 3 clusters Score -1618599 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1619144.750000 Penalty: 4877.466309
	Iteration 7Q: 3 clusters Score -1619145 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1619770.500000 Penalty: 4877.466309
	Iteration 8F: 3 clusters Score -1619770 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1620398.500000 Penalty: 4877.466309
	Iteration 9F: 3 clusters Score -1620398 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1620970.375000 Penalty: 4877.466309
	Iteration 10Q: 3 clusters Score -1620970 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1621455.750000 Penalty: 4877.466309
	Iteration 11Q: 3 clusters Score -1621456 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1621915.375000 Penalty: 4877.466309
	Iteration 12Q: 3 clusters Score -1621915 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1622341.000000 Penalty: 4877.466309
	Iteration 13Q: 3 clusters Score -1622341 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1622648.625000 Penalty: 4877.466309
	Iteration 14Q: 3 clusters Score -1622649 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1622821.750000 Penalty: 4877.466309
	Iteration 15Q: 3 clusters Score -1622822 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1622927.750000 Penalty: 4877.466309
	Iteration 16Q: 3 clusters Score -1622928 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1622998.625000 Penalty: 4877.466309
	Iteration 17Q: 3 clusters Score -1622999 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1623063.375000 Penalty: 4877.466309
	Iteration 18Q: 3 clusters Score -1623063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1623110.750000 Penalty: 4877.466309
	Iteration 19Q: 3 clusters Score -1623111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1623159.125000 Penalty: 4877.466309
	Iteration 20F: 3 clusters Score -1623159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1623202.375000 Penalty: 4877.466309
	Iteration 21Q: 3 clusters Score -1623202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1623227.750000 Penalty: 4877.466309
	Iteration 22Q: 3 clusters Score -1623228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1623254.375000 Penalty: 4877.466309
	Iteration 23Q: 3 clusters Score -1623254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1623269.750000 Penalty: 4877.466309
	Iteration 24Q: 3 clusters Score -1623270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1623289.125000 Penalty: 4877.466309
	Iteration 25Q: 3 clusters Score -1623289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1623310.250000 Penalty: 4877.466309
	Iteration 26Q: 3 clusters Score -1623310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1623332.125000 Penalty: 4877.466309
	Iteration 27Q: 3 clusters Score -1623332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1623355.750000 Penalty: 4877.466309
	Iteration 28Q: 3 clusters Score -1623356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1623366.875000 Penalty: 4877.466309
	Iteration 29Q: 3 clusters Score -1623367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1623379.750000 Penalty: 4877.466309
	Iteration 30Q: 3 clusters Score -1623380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1623401.125000 Penalty: 4877.466309
	Iteration 31Q: 3 clusters Score -1623401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1623409.250000 Penalty: 4877.466309
	Iteration 32Q: 3 clusters Score -1623409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1623417.125000 Penalty: 4877.466309
	Iteration 33Q: 3 clusters Score -1623417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1623427.375000 Penalty: 4877.466309
	Iteration 34Q: 3 clusters Score -1623427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1623443.125000 Penalty: 4877.466309
	Iteration 35Q: 3 clusters Score -1623443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1623448.375000 Penalty: 4877.466309
	Iteration 36Q: 3 clusters Score -1623448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1623458.250000 Penalty: 4877.466309
	Iteration 37Q: 3 clusters Score -1623458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1623472.125000 Penalty: 4877.466309
	Iteration 38Q: 3 clusters Score -1623472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1623479.750000 Penalty: 4877.466309
	Iteration 39Q: 3 clusters Score -1623480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1623489.500000 Penalty: 4877.466309
	Iteration 40F: 3 clusters Score -1623490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1623495.875000 Penalty: 4877.466309
	Iteration 41Q: 3 clusters Score -1623496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1623498.875000 Penalty: 4877.466309
	Iteration 42Q: 3 clusters Score -1623499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1623508.750000 Penalty: 4877.466309
	Iteration 43Q: 3 clusters Score -1623509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1623521.875000 Penalty: 4877.466309
	Iteration 44Q: 3 clusters Score -1623522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1623529.875000 Penalty: 4877.466309
	Iteration 45Q: 3 clusters Score -1623530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1623529.375000 Penalty: 4877.466309
	Iteration 46Q: 3 clusters Score -1623529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1623531.875000 Penalty: 4877.466309
	Iteration 47Q: 3 clusters Score -1623532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1623535.250000 Penalty: 4877.466309
	Iteration 48Q: 3 clusters Score -1623535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1623539.875000 Penalty: 4877.466309
	Iteration 49Q: 3 clusters Score -1623540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1623545.750000 Penalty: 4877.466309
	Iteration 50Q: 3 clusters Score -1623546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1623555.375000 Penalty: 4877.466309
	Iteration 51Q: 3 clusters Score -1623555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1623562.375000 Penalty: 4877.466309
	Iteration 52Q: 3 clusters Score -1623562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1623566.125000 Penalty: 4877.466309
	Iteration 53Q: 3 clusters Score -1623566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1623575.000000 Penalty: 4877.466309
	Iteration 54Q: 3 clusters Score -1623575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1623578.000000 Penalty: 4877.466309
	Iteration 55Q: 3 clusters Score -1623578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1623578.750000 Penalty: 4877.466309
	Iteration 56Q: 3 clusters Score -1623579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1623580.375000 Penalty: 4877.466309
	Iteration 57Q: 3 clusters Score -1623580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1623582.250000 Penalty: 4877.466309
	Iteration 58Q: 3 clusters Score -1623582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1623585.500000 Penalty: 4877.466309
	Iteration 59Q: 3 clusters Score -1623586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1623587.625000 Penalty: 4877.466309
	Iteration 60F: 3 clusters Score -1623588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1623591.000000 Penalty: 4877.466309
	Iteration 61Q: 3 clusters Score -1623591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1623591.750000 Penalty: 4877.466309
	Iteration 62Q: 3 clusters Score -1623592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1623590.625000 Penalty: 4877.466309
	Iteration 63Q: 3 clusters Score -1623591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1623589.875000 Penalty: 4877.466309
	Iteration 64Q: 3 clusters Score -1623590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1623591.625000 Penalty: 4877.466309
	Iteration 65Q: 3 clusters Score -1623592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1623591.625000 Penalty: 4877.466309
	Iteration 66F: 3 clusters Score -1623592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (467531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467531 members 
Entering Unmasked Estep 
Score: -41087472.000000 Penalty: 3237.694824
	Iteration 0F: 2 clusters Score -4.108747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233701 members 
Mstep: Class 2 contains 233830 members 
Entering Unmasked Estep 
Score: -40784792.000000 Penalty: 6475.389648
	Iteration 0F: 3 clusters Score -4.078479e+07 nChanged 227598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233883 members 
Mstep: Class 2 contains 233648 members 
Entering Unmasked Estep 
Score: -40920556.000000 Penalty: 6475.389648
	Iteration 1F: 3 clusters Score -4.092056e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234951 members 
Mstep: Class 2 contains 232580 members 
Entering Unmasked Estep 
Score: -40924012.000000 Penalty: 6475.389648
	Iteration 2Q: 3 clusters Score -4.092401e+07 nChanged 14967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236900 members 
Mstep: Class 2 contains 230631 members 
Entering Unmasked Estep 
Score: -40929572.000000 Penalty: 6475.389648
	Iteration 3Q: 3 clusters Score -4.092957e+07 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240672 members 
Mstep: Class 2 contains 226859 members 
Entering Unmasked Estep 
Score: -40937896.000000 Penalty: 6475.389648
	Iteration 4Q: 3 clusters Score -4.09379e+07 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247559 members 
Mstep: Class 2 contains 219972 members 
Entering Unmasked Estep 
Score: -40948784.000000 Penalty: 6475.389648
	Iteration 5Q: 3 clusters Score -4.094878e+07 nChanged 26879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258530 members 
Mstep: Class 2 contains 209001 members 
Entering Unmasked Estep 
Score: -40961588.000000 Penalty: 6475.389648
	Iteration 6F: 3 clusters Score -4.096159e+07 nChanged 29011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273691 members 
Mstep: Class 2 contains 193840 members 
Entering Unmasked Estep 
Score: -40975384.000000 Penalty: 6475.389648
	Iteration 7F: 3 clusters Score -4.097538e+07 nChanged 28011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291510 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -40988544.000000 Penalty: 6475.389648
	Iteration 8F: 3 clusters Score -4.098854e+07 nChanged 24969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310711 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -41000220.000000 Penalty: 6475.389648
	Iteration 9F: 3 clusters Score -4.100022e+07 nChanged 21924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330259 members 
Mstep: Class 2 contains 137272 members 
Entering Unmasked Estep 
Score: -41010628.000000 Penalty: 6475.389648
	Iteration 10Q: 3 clusters Score -4.101063e+07 nChanged 19553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349246 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -41019860.000000 Penalty: 6475.389648
	Iteration 11Q: 3 clusters Score -4.101986e+07 nChanged 18563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367735 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -41028476.000000 Penalty: 6475.389648
	Iteration 12Q: 3 clusters Score -4.102848e+07 nChanged 17529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385258 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -41037708.000000 Penalty: 6475.389648
	Iteration 13Q: 3 clusters Score -4.103771e+07 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401137 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -41046192.000000 Penalty: 6475.389648
	Iteration 14Q: 3 clusters Score -4.104619e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414596 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -41054272.000000 Penalty: 6475.389648
	Iteration 15Q: 3 clusters Score -4.105427e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425671 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -41061172.000000 Penalty: 6475.389648
	Iteration 16Q: 3 clusters Score -4.106117e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434791 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -41066044.000000 Penalty: 6475.389648
	Iteration 17Q: 3 clusters Score -4.106604e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442077 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -41069916.000000 Penalty: 6475.389648
	Iteration 18Q: 3 clusters Score -4.106992e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447410 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -41072060.000000 Penalty: 6475.389648
	Iteration 19Q: 3 clusters Score -4.107206e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450931 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -41075084.000000 Penalty: 6475.389648
	Iteration 20F: 3 clusters Score -4.107508e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455872 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -41078520.000000 Penalty: 6475.389648
	Iteration 21Q: 3 clusters Score -4.107852e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459549 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -41080812.000000 Penalty: 6475.389648
	Iteration 22Q: 3 clusters Score -4.108081e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462105 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -41082192.000000 Penalty: 6475.389648
	Iteration 23Q: 3 clusters Score -4.108219e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463771 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -41083076.000000 Penalty: 6475.389648
	Iteration 24Q: 3 clusters Score -4.108308e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464810 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -41083648.000000 Penalty: 6475.389648
	Iteration 25Q: 3 clusters Score -4.108365e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465436 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -41084036.000000 Penalty: 6475.389648
	Iteration 26Q: 3 clusters Score -4.108404e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465812 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -41084300.000000 Penalty: 6475.389648
	Iteration 27Q: 3 clusters Score -4.10843e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466041 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -41084652.000000 Penalty: 6475.389648
	Iteration 28Q: 3 clusters Score -4.108465e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466124 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -41085336.000000 Penalty: 6475.389648
	Iteration 29Q: 3 clusters Score -4.108534e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465992 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -41086000.000000 Penalty: 6475.389648
	Iteration 30Q: 3 clusters Score -4.1086e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465674 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -41086424.000000 Penalty: 6475.389648
	Iteration 31Q: 3 clusters Score -4.108642e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465296 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -41086772.000000 Penalty: 6475.389648
	Iteration 32Q: 3 clusters Score -4.108677e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464882 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -41087056.000000 Penalty: 6475.389648
	Iteration 33Q: 3 clusters Score -4.108706e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464420 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -41087564.000000 Penalty: 6475.389648
	Iteration 34Q: 3 clusters Score -4.108756e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463910 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -41087864.000000 Penalty: 6475.389648
	Iteration 35Q: 3 clusters Score -4.108786e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463462 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -41088264.000000 Penalty: 6475.389648
	Iteration 36Q: 3 clusters Score -4.108826e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463006 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -41088480.000000 Penalty: 6475.389648
	Iteration 37Q: 3 clusters Score -4.108848e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462580 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -41088668.000000 Penalty: 6475.389648
	Iteration 38Q: 3 clusters Score -4.108867e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462186 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -41088884.000000 Penalty: 6475.389648
	Iteration 39Q: 3 clusters Score -4.108888e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461820 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -41089240.000000 Penalty: 6475.389648
	Iteration 40F: 3 clusters Score -4.108924e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461311 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -41089548.000000 Penalty: 6475.389648
	Iteration 41Q: 3 clusters Score -4.108955e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460827 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -41089688.000000 Penalty: 6475.389648
	Iteration 42Q: 3 clusters Score -4.108969e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460385 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -41089952.000000 Penalty: 6475.389648
	Iteration 43Q: 3 clusters Score -4.108995e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459973 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -41090180.000000 Penalty: 6475.389648
	Iteration 44Q: 3 clusters Score -4.109018e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459589 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -41090368.000000 Penalty: 6475.389648
	Iteration 45Q: 3 clusters Score -4.109037e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459222 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -41090512.000000 Penalty: 6475.389648
	Iteration 46Q: 3 clusters Score -4.109051e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458881 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -41090544.000000 Penalty: 6475.389648
	Iteration 47Q: 3 clusters Score -4.109054e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458602 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4.109059e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458379 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -41090576.000000 Penalty: 6475.389648
	Iteration 49Q: 3 clusters Score -4.109058e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458157 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -41090596.000000 Penalty: 6475.389648
	Iteration 50Q: 3 clusters Score -4.10906e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457970 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -41090708.000000 Penalty: 6475.389648
	Iteration 51Q: 3 clusters Score -4.109071e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457783 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -41090684.000000 Penalty: 6475.389648
	Iteration 52Q: 3 clusters Score -4.109068e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457609 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -41090712.000000 Penalty: 6475.389648
	Iteration 53Q: 3 clusters Score -4.109071e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457451 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -41090712.000000 Penalty: 6475.389648
	Iteration 54Q: 3 clusters Score -4.109071e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457301 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -41090748.000000 Penalty: 6475.389648
	Iteration 55Q: 3 clusters Score -4.109075e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457153 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -41090776.000000 Penalty: 6475.389648
	Iteration 56Q: 3 clusters Score -4.109078e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457012 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -41090804.000000 Penalty: 6475.389648
	Iteration 57Q: 3 clusters Score -4.10908e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456871 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -41090856.000000 Penalty: 6475.389648
	Iteration 58Q: 3 clusters Score -4.109086e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456732 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -41090948.000000 Penalty: 6475.389648
	Iteration 59Q: 3 clusters Score -4.109095e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456599 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -41090976.000000 Penalty: 6475.389648
	Iteration 60F: 3 clusters Score -4.109098e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456484 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -41091020.000000 Penalty: 6475.389648
	Iteration 61Q: 3 clusters Score -4.109102e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456389 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -41091036.000000 Penalty: 6475.389648
	Iteration 62Q: 3 clusters Score -4.109104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456320 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -41091028.000000 Penalty: 6475.389648
	Iteration 63Q: 3 clusters Score -4.109103e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456264 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4.109108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456203 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4.109108e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456160 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -41091084.000000 Penalty: 6475.389648
	Iteration 66Q: 3 clusters Score -4.109108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456131 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -41091132.000000 Penalty: 6475.389648
	Iteration 67Q: 3 clusters Score -4.109113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456101 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4.109115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456065 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -41091140.000000 Penalty: 6475.389648
	Iteration 69Q: 3 clusters Score -4.109114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456019 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -41091212.000000 Penalty: 6475.389648
	Iteration 70Q: 3 clusters Score -4.109121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455975 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -41091220.000000 Penalty: 6475.389648
	Iteration 71Q: 3 clusters Score -4.109122e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455934 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -41091196.000000 Penalty: 6475.389648
	Iteration 72Q: 3 clusters Score -4.10912e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455898 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -41091196.000000 Penalty: 6475.389648
	Iteration 73Q: 3 clusters Score -4.10912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455861 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -41091188.000000 Penalty: 6475.389648
	Iteration 74Q: 3 clusters Score -4.109119e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455818 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -41091248.000000 Penalty: 6475.389648
	Iteration 75Q: 3 clusters Score -4.109125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455782 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -41091232.000000 Penalty: 6475.389648
	Iteration 76Q: 3 clusters Score -4.109123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455747 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -41091252.000000 Penalty: 6475.389648
	Iteration 77Q: 3 clusters Score -4.109125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455714 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -41091236.000000 Penalty: 6475.389648
	Iteration 78Q: 3 clusters Score -4.109124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455685 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -41091208.000000 Penalty: 6475.389648
	Iteration 79Q: 3 clusters Score -4.109121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455657 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -41091240.000000 Penalty: 6475.389648
	Iteration 80F: 3 clusters Score -4.109124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455629 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -41091220.000000 Penalty: 6475.389648
	Iteration 81Q: 3 clusters Score -4.109122e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455592 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -41091212.000000 Penalty: 6475.389648
	Iteration 82Q: 3 clusters Score -4.109121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455560 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -41091176.000000 Penalty: 6475.389648
	Iteration 83Q: 3 clusters Score -4.109118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455533 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4.109122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455508 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4.109124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455480 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -41091260.000000 Penalty: 6475.389648
	Iteration 86Q: 3 clusters Score -4.109126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455454 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -41091252.000000 Penalty: 6475.389648
	Iteration 87Q: 3 clusters Score -4.109125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455429 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4.109122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455407 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -41091228.000000 Penalty: 6475.389648
	Iteration 89Q: 3 clusters Score -4.109123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455385 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -41091224.000000 Penalty: 6475.389648
	Iteration 90Q: 3 clusters Score -4.109122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455363 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -41091224.000000 Penalty: 6475.389648
	Iteration 91Q: 3 clusters Score -4.109122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455349 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -41091240.000000 Penalty: 6475.389648
	Iteration 92Q: 3 clusters Score -4.109124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455329 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -41091232.000000 Penalty: 6475.389648
	Iteration 93Q: 3 clusters Score -4.109123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455317 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4.109122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455300 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -41091216.000000 Penalty: 6475.389648
	Iteration 95Q: 3 clusters Score -4.109122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455281 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4.109123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455266 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4.109128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455248 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -41091244.000000 Penalty: 6475.389648
	Iteration 98Q: 3 clusters Score -4.109124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455235 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -41091236.000000 Penalty: 6475.389648
	Iteration 99Q: 3 clusters Score -4.109124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455221 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -41091248.000000 Penalty: 6475.389648
	Iteration 100F: 3 clusters Score -4.109125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455205 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -41091216.000000 Penalty: 6475.389648
	Iteration 101Q: 3 clusters Score -4.109122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455191 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -41091200.000000 Penalty: 6475.389648
	Iteration 102Q: 3 clusters Score -4.10912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455176 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -41091220.000000 Penalty: 6475.389648
	Iteration 103Q: 3 clusters Score -4.109122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455165 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -41091224.000000 Penalty: 6475.389648
	Iteration 104Q: 3 clusters Score -4.109122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455155 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -41091216.000000 Penalty: 6475.389648
	Iteration 105Q: 3 clusters Score -4.109122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455141 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -41091232.000000 Penalty: 6475.389648
	Iteration 106Q: 3 clusters Score -4.109123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455125 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -41091208.000000 Penalty: 6475.389648
	Iteration 107Q: 3 clusters Score -4.109121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455113 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -41091236.000000 Penalty: 6475.389648
	Iteration 108Q: 3 clusters Score -4.109124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455103 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -41091228.000000 Penalty: 6475.389648
	Iteration 109Q: 3 clusters Score -4.109123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455095 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -41091264.000000 Penalty: 6475.389648
	Iteration 110Q: 3 clusters Score -4.109126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455088 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -41091248.000000 Penalty: 6475.389648
	Iteration 111Q: 3 clusters Score -4.109125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455085 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -41091260.000000 Penalty: 6475.389648
	Iteration 112Q: 3 clusters Score -4.109126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455084 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -41091268.000000 Penalty: 6475.389648
	Iteration 113Q: 3 clusters Score -4.109127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455083 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -41091276.000000 Penalty: 6475.389648
	Iteration 114Q: 3 clusters Score -4.109128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455079 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -41091284.000000 Penalty: 6475.389648
	Iteration 115Q: 3 clusters Score -4.109128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455073 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -41091264.000000 Penalty: 6475.389648
	Iteration 116Q: 3 clusters Score -4.109126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455065 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -41091264.000000 Penalty: 6475.389648
	Iteration 117Q: 3 clusters Score -4.109126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455056 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -41091268.000000 Penalty: 6475.389648
	Iteration 118Q: 3 clusters Score -4.109127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455045 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -41091272.000000 Penalty: 6475.389648
	Iteration 119Q: 3 clusters Score -4.109127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455035 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -41091260.000000 Penalty: 6475.389648
	Iteration 120F: 3 clusters Score -4.109126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455027 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -41091264.000000 Penalty: 6475.389648
	Iteration 121Q: 3 clusters Score -4.109126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455020 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -41091292.000000 Penalty: 6475.389648
	Iteration 122Q: 3 clusters Score -4.109129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455016 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -41091272.000000 Penalty: 6475.389648
	Iteration 123Q: 3 clusters Score -4.109127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455013 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -41091276.000000 Penalty: 6475.389648
	Iteration 124Q: 3 clusters Score -4.109128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455009 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -41091252.000000 Penalty: 6475.389648
	Iteration 125Q: 3 clusters Score -4.109125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455006 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -41091232.000000 Penalty: 6475.389648
	Iteration 126Q: 3 clusters Score -4.109123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455003 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4.109126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455003 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -41091264.000000 Penalty: 6475.389648
	Iteration 128F: 3 clusters Score -4.109126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 455003 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 129454 members 
Mstep: Class 19 contains 152517 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211006 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20752 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Mstep: Class 33 contains 12528 members 
Entering Unmasked Estep 
Score: -146456000.000000 Penalty: 117435.039062
Splitting cluster 11 changes total score from -146451648.000000 to -146456000.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (26439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Entering Unmasked Estep 
Score: -2304208.750000 Penalty: 2525.283691
	Iteration 0F: 2 clusters Score -2304209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2285923.250000 Penalty: 5050.567383
	Iteration 0F: 3 clusters Score -2285923 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2292382.000000 Penalty: 5050.567383
	Iteration 1F: 3 clusters Score -2292382 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2292825.750000 Penalty: 5050.567383
	Iteration 2F: 3 clusters Score -2292826 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2293217.000000 Penalty: 5050.567383
	Iteration 3Q: 3 clusters Score -2293217 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2293575.500000 Penalty: 5050.567383
	Iteration 4Q: 3 clusters Score -2293576 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2293954.750000 Penalty: 5050.567383
	Iteration 5Q: 3 clusters Score -2293955 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2294382.000000 Penalty: 5050.567383
	Iteration 6Q: 3 clusters Score -2294382 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2294893.250000 Penalty: 5050.567383
	Iteration 7Q: 3 clusters Score -2294893 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2295672.250000 Penalty: 5050.567383
	Iteration 8Q: 3 clusters Score -2295672 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2296691.250000 Penalty: 5050.567383
	Iteration 9F: 3 clusters Score -2296691 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2297858.000000 Penalty: 5050.567383
	Iteration 10F: 3 clusters Score -2297858 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2299034.250000 Penalty: 5050.567383
	Iteration 11F: 3 clusters Score -2299034 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2300074.750000 Penalty: 5050.567383
	Iteration 12Q: 3 clusters Score -2300075 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2300848.500000 Penalty: 5050.567383
	Iteration 13Q: 3 clusters Score -2300848 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2301409.000000 Penalty: 5050.567383
	Iteration 14Q: 3 clusters Score -2301409 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2301732.250000 Penalty: 5050.567383
	Iteration 15Q: 3 clusters Score -2301732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2301897.250000 Penalty: 5050.567383
	Iteration 16Q: 3 clusters Score -2301897 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2301999.250000 Penalty: 5050.567383
	Iteration 17Q: 3 clusters Score -2301999 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2302070.750000 Penalty: 5050.567383
	Iteration 18Q: 3 clusters Score -2302071 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2302136.250000 Penalty: 5050.567383
	Iteration 19Q: 3 clusters Score -2302136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2302193.750000 Penalty: 5050.567383
	Iteration 20F: 3 clusters Score -2302194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2302237.750000 Penalty: 5050.567383
	Iteration 21Q: 3 clusters Score -2302238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2302260.250000 Penalty: 5050.567383
	Iteration 22Q: 3 clusters Score -2302260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2302287.250000 Penalty: 5050.567383
	Iteration 23Q: 3 clusters Score -2302287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2302293.750000 Penalty: 5050.567383
	Iteration 24Q: 3 clusters Score -2302294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2302301.750000 Penalty: 5050.567383
	Iteration 25Q: 3 clusters Score -2302302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2302312.000000 Penalty: 5050.567383
	Iteration 26Q: 3 clusters Score -2302312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -2302315.500000 Penalty: 5050.567383
	Iteration 27Q: 3 clusters Score -2302316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2302312.750000 Penalty: 5050.567383
	Iteration 28Q: 3 clusters Score -2302313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2302312.500000 Penalty: 5050.567383
	Iteration 29Q: 3 clusters Score -2302312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2302315.250000 Penalty: 5050.567383
	Iteration 30Q: 3 clusters Score -2302315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2302315.750000 Penalty: 5050.567383
	Iteration 31Q: 3 clusters Score -2302316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -2302314.250000 Penalty: 5050.567383
	Iteration 32Q: 3 clusters Score -2302314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2302319.500000 Penalty: 5050.567383
	Iteration 33Q: 3 clusters Score -2302320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2302319.500000 Penalty: 5050.567383
	Iteration 34F: 3 clusters Score -2302320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -551608.812500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -551608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -546104.500000 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -546104.5 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -547451.375000 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -547451.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -547666.875000 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -547666.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -547813.625000 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -547813.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -547923.062500 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -547923.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -548015.375000 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -548015.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -548100.875000 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -548100.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -548183.875000 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -548183.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -548276.500000 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -548276.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -548346.187500 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -548346.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -548430.625000 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -548430.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -548497.625000 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -548497.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -548560.187500 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -548560.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -548638.562500 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -548638.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -548732.812500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -548732.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -548831.750000 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -548831.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -548938.687500 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -548938.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -549076.437500 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -549076.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -549210.812500 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -549210.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -549396.812500 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -549396.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -549648.312500 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -549648.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -549942.500000 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -549942.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -550163.187500 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -550163.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -550277.250000 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -550277.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -550338.625000 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -550338.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -550371.250000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -550371.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -550390.750000 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -550390.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -550400.312500 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -550400.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -550411.750000 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -550411.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -550417.625000 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -550417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -550423.625000 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -550423.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -550429.687500 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -550429.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -550439.000000 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -550439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -550441.000000 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -550441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -550441.562500 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -550441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -550443.500000 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -550443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -550443.500000 Penalty: 4351.982422
	Iteration 36F: 3 clusters Score -550443.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Entering Unmasked Estep 
Score: -1980479.625000 Penalty: 2486.276123
	Iteration 0F: 2 clusters Score -1980480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1964579.375000 Penalty: 4972.552246
	Iteration 0F: 3 clusters Score -1964579 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1969915.375000 Penalty: 4972.552246
	Iteration 1F: 3 clusters Score -1969915 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1970285.625000 Penalty: 4972.552246
	Iteration 2Q: 3 clusters Score -1970286 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1970579.750000 Penalty: 4972.552246
	Iteration 3Q: 3 clusters Score -1970580 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1970852.375000 Penalty: 4972.552246
	Iteration 4Q: 3 clusters Score -1970852 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1971097.500000 Penalty: 4972.552246
	Iteration 5Q: 3 clusters Score -1971098 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1971373.750000 Penalty: 4972.552246
	Iteration 6Q: 3 clusters Score -1971374 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1971752.875000 Penalty: 4972.552246
	Iteration 7Q: 3 clusters Score -1971753 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1972257.375000 Penalty: 4972.552246
	Iteration 8Q: 3 clusters Score -1972257 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1973015.500000 Penalty: 4972.552246
	Iteration 9F: 3 clusters Score -1973016 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1974011.000000 Penalty: 4972.552246
	Iteration 10F: 3 clusters Score -1974011 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1975122.625000 Penalty: 4972.552246
	Iteration 11F: 3 clusters Score -1975123 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1976266.000000 Penalty: 4972.552246
	Iteration 12F: 3 clusters Score -1976266 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -1977145.250000 Penalty: 4972.552246
	Iteration 13Q: 3 clusters Score -1977145 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -1977615.000000 Penalty: 4972.552246
	Iteration 14Q: 3 clusters Score -1977615 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1977905.000000 Penalty: 4972.552246
	Iteration 15Q: 3 clusters Score -1977905 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -1978078.250000 Penalty: 4972.552246
	Iteration 16Q: 3 clusters Score -1978078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -1978181.125000 Penalty: 4972.552246
	Iteration 17Q: 3 clusters Score -1978181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -1978232.625000 Penalty: 4972.552246
	Iteration 18Q: 3 clusters Score -1978233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -1978265.125000 Penalty: 4972.552246
	Iteration 19Q: 3 clusters Score -1978265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -1978280.500000 Penalty: 4972.552246
	Iteration 20F: 3 clusters Score -1978280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -1978295.250000 Penalty: 4972.552246
	Iteration 21Q: 3 clusters Score -1978295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -1978301.500000 Penalty: 4972.552246
	Iteration 22Q: 3 clusters Score -1978302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -1978309.750000 Penalty: 4972.552246
	Iteration 23Q: 3 clusters Score -1978310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -1978317.750000 Penalty: 4972.552246
	Iteration 24Q: 3 clusters Score -1978318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -1978325.625000 Penalty: 4972.552246
	Iteration 25Q: 3 clusters Score -1978326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1978328.375000 Penalty: 4972.552246
	Iteration 26Q: 3 clusters Score -1978328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -1978330.000000 Penalty: 4972.552246
	Iteration 27Q: 3 clusters Score -1978330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -1978336.875000 Penalty: 4972.552246
	Iteration 28Q: 3 clusters Score -1978337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -1978335.750000 Penalty: 4972.552246
	Iteration 29Q: 3 clusters Score -1978336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -1978338.750000 Penalty: 4972.552246
	Iteration 30Q: 3 clusters Score -1978339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -1978338.750000 Penalty: 4972.552246
	Iteration 31F: 3 clusters Score -1978339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -360370.406250 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -360370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -356301.343750 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -356301.3 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -357266.343750 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -357266.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -357530.781250 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -357530.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -357758.281250 Penalty: 4160.333008
	Iteration 3F: 3 clusters Score -357758.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -357960.718750 Penalty: 4160.333008
	Iteration 4F: 3 clusters Score -357960.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -358119.906250 Penalty: 4160.333008
	Iteration 5Q: 3 clusters Score -358119.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -358263.937500 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -358263.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -358364.468750 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -358364.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -358442.968750 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -358443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -358502.750000 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -358502.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -358562.687500 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -358562.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -358613.406250 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -358613.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -358657.500000 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -358657.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -358698.781250 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -358698.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -358726.687500 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -358726.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -358748.281250 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -358748.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -358771.031250 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -358771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -358797.718750 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -358797.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -358826.875000 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -358826.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -358851.625000 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -358851.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -358873.656250 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -358873.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -358898.343750 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -358898.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -358924.656250 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -358924.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -358963.000000 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -358963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -358997.031250 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -358997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -359021.781250 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -359021.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -359038.468750 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -359038.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -359050.281250 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -359050.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -359060.312500 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -359060.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -359075.593750 Penalty: 4160.333008
	Iteration 29Q: 3 clusters Score -359075.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -359097.750000 Penalty: 4160.333008
	Iteration 30Q: 3 clusters Score -359097.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -359145.875000 Penalty: 4160.333008
	Iteration 31Q: 3 clusters Score -359145.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -359201.687500 Penalty: 4160.333008
	Iteration 32Q: 3 clusters Score -359201.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -359265.125000 Penalty: 4160.333008
	Iteration 33Q: 3 clusters Score -359265.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -359405.781250 Penalty: 4160.333008
	Iteration 34Q: 3 clusters Score -359405.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -359725.812500 Penalty: 4160.333008
	Iteration 35Q: 3 clusters Score -359725.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -360040.625000 Penalty: 4160.333008
	Iteration 36Q: 3 clusters Score -360040.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -360113.781250 Penalty: 4160.333008
	Iteration 37Q: 3 clusters Score -360113.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -360140.281250 Penalty: 4160.333008
	Iteration 38Q: 3 clusters Score -360140.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -360152.781250 Penalty: 4160.333008
	Iteration 39Q: 3 clusters Score -360152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -360160.593750 Penalty: 4160.333008
	Iteration 40F: 3 clusters Score -360160.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -360175.437500 Penalty: 4160.333008
	Iteration 41Q: 3 clusters Score -360175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -360191.406250 Penalty: 4160.333008
	Iteration 42Q: 3 clusters Score -360191.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -360214.937500 Penalty: 4160.333008
	Iteration 43Q: 3 clusters Score -360214.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -360235.843750 Penalty: 4160.333008
	Iteration 44Q: 3 clusters Score -360235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -360253.812500 Penalty: 4160.333008
	Iteration 45Q: 3 clusters Score -360253.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -360272.250000 Penalty: 4160.333008
	Iteration 46Q: 3 clusters Score -360272.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -360300.812500 Penalty: 4160.333008
	Iteration 47Q: 3 clusters Score -360300.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -360334.843750 Penalty: 4160.333008
	Iteration 48Q: 3 clusters Score -360334.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -360385.437500 Penalty: 4160.333008
	Iteration 49Q: 3 clusters Score -360385.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -360461.531250 Penalty: 4160.333008
	Iteration 50Q: 3 clusters Score -360461.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -360517.375000 Penalty: 4160.333008
	Iteration 51Q: 3 clusters Score -360517.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -360562.125000 Penalty: 4160.333008
	Iteration 52Q: 3 clusters Score -360562.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -360584.843750 Penalty: 4160.333008
	Iteration 53Q: 3 clusters Score -360584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -360607.750000 Penalty: 4160.333008
	Iteration 54Q: 3 clusters Score -360607.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -360628.812500 Penalty: 4160.333008
	Iteration 55Q: 3 clusters Score -360628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -360667.437500 Penalty: 4160.333008
	Iteration 56Q: 3 clusters Score -360667.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -360731.000000 Penalty: 4160.333008
	Iteration 57Q: 3 clusters Score -360731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -360800.375000 Penalty: 4160.333008
	Iteration 58Q: 3 clusters Score -360800.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -360875.093750 Penalty: 4160.333008
	Iteration 59Q: 3 clusters Score -360875.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -361050.656250 Penalty: 4160.333008
	Iteration 60F: 3 clusters Score -361050.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -361213.718750 Penalty: 4160.333008
	Iteration 61Q: 3 clusters Score -361213.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -361231.250000 Penalty: 4160.333008
	Iteration 62Q: 3 clusters Score -361231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -361235.125000 Penalty: 4160.333008
	Iteration 63Q: 3 clusters Score -361235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -361235.906250 Penalty: 4160.333008
	Iteration 64Q: 3 clusters Score -361235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -361237.000000 Penalty: 4160.333008
	Iteration 65Q: 3 clusters Score -361237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -361237.000000 Penalty: 4160.333008
	Iteration 66F: 3 clusters Score -361237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 455003 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 129454 members 
Mstep: Class 19 contains 152517 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211006 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20752 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Mstep: Class 33 contains 12528 members 
Mstep: Class 34 contains 2457 members 
Entering Unmasked Estep 
Score: -146455056.000000 Penalty: 120993.679688
Splitting cluster 15 changes total score from -146451648.000000 to -146455056.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -380052.750000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -380052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -375776.437500 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -375776.4 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -376830.468750 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -376830.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -377105.281250 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -377105.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -377377.062500 Penalty: 4185.858887
	Iteration 3Q: 3 clusters Score -377377.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -377709.968750 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -377710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -377994.750000 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -377994.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -378328.406250 Penalty: 4185.858887
	Iteration 6F: 3 clusters Score -378328.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -378742.093750 Penalty: 4185.858887
	Iteration 7F: 3 clusters Score -378742.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -379165.375000 Penalty: 4185.858887
	Iteration 8F: 3 clusters Score -379165.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -379493.000000 Penalty: 4185.858887
	Iteration 9F: 3 clusters Score -379493 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -379742.875000 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -379742.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -379895.250000 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -379895.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -379996.718750 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -379996.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -380067.312500 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -380067.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -380107.031250 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -380107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -380139.093750 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -380139.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -380165.937500 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -380165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -380181.156250 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -380181.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -380194.656250 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -380194.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -380208.531250 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -380208.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -380220.218750 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -380220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -380224.750000 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -380224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -380229.531250 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -380229.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -380235.062500 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -380235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -380237.437500 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -380237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -380238.031250 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -380238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -380239.406250 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -380239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -380239.625000 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -380239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -380240.125000 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -380240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -380240.875000 Penalty: 4185.858887
	Iteration 29Q: 3 clusters Score -380240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -380244.156250 Penalty: 4185.858887
	Iteration 30Q: 3 clusters Score -380244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -380246.375000 Penalty: 4185.858887
	Iteration 31Q: 3 clusters Score -380246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -380248.750000 Penalty: 4185.858887
	Iteration 32Q: 3 clusters Score -380248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -380250.968750 Penalty: 4185.858887
	Iteration 33Q: 3 clusters Score -380251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -380253.531250 Penalty: 4185.858887
	Iteration 34Q: 3 clusters Score -380253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -380255.406250 Penalty: 4185.858887
	Iteration 35Q: 3 clusters Score -380255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -380258.031250 Penalty: 4185.858887
	Iteration 36Q: 3 clusters Score -380258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -380262.031250 Penalty: 4185.858887
	Iteration 37Q: 3 clusters Score -380262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -380267.468750 Penalty: 4185.858887
	Iteration 38Q: 3 clusters Score -380267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -380270.375000 Penalty: 4185.858887
	Iteration 39Q: 3 clusters Score -380270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -380278.218750 Penalty: 4185.858887
	Iteration 40F: 3 clusters Score -380278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -380288.281250 Penalty: 4185.858887
	Iteration 41Q: 3 clusters Score -380288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -380296.312500 Penalty: 4185.858887
	Iteration 42Q: 3 clusters Score -380296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -380299.781250 Penalty: 4185.858887
	Iteration 43Q: 3 clusters Score -380299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -380301.656250 Penalty: 4185.858887
	Iteration 44Q: 3 clusters Score -380301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -380303.875000 Penalty: 4185.858887
	Iteration 45Q: 3 clusters Score -380303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -380303.875000 Penalty: 4185.858887
	Iteration 46F: 3 clusters Score -380303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 455003 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 129454 members 
Mstep: Class 19 contains 152517 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211006 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20752 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Mstep: Class 33 contains 12528 members 
Mstep: Class 34 contains 2457 members 
Mstep: Class 35 contains 3795 members 
Entering Unmasked Estep 
Score: -146453872.000000 Penalty: 124552.312500
Splitting cluster 16 changes total score from -146451648.000000 to -146453872.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (40436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Entering Unmasked Estep 
Score: -3691437.750000 Penalty: 2630.653809
	Iteration 0F: 2 clusters Score -3691438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3663930.250000 Penalty: 5261.307617
	Iteration 0F: 3 clusters Score -3663930 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3674423.500000 Penalty: 5261.307617
	Iteration 1F: 3 clusters Score -3674424 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3675038.000000 Penalty: 5261.307617
	Iteration 2Q: 3 clusters Score -3675038 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3675633.250000 Penalty: 5261.307617
	Iteration 3Q: 3 clusters Score -3675633 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3676278.750000 Penalty: 5261.307617
	Iteration 4Q: 3 clusters Score -3676279 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3677031.750000 Penalty: 5261.307617
	Iteration 5Q: 3 clusters Score -3677032 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3677915.750000 Penalty: 5261.307617
	Iteration 6Q: 3 clusters Score -3677916 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3679003.500000 Penalty: 5261.307617
	Iteration 7Q: 3 clusters Score -3679004 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3680435.250000 Penalty: 5261.307617
	Iteration 8F: 3 clusters Score -3680435 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3682125.000000 Penalty: 5261.307617
	Iteration 9F: 3 clusters Score -3682125 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3683737.000000 Penalty: 5261.307617
	Iteration 10F: 3 clusters Score -3683737 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3685047.000000 Penalty: 5261.307617
	Iteration 11Q: 3 clusters Score -3685047 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3685868.000000 Penalty: 5261.307617
	Iteration 12Q: 3 clusters Score -3685868 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -3686439.750000 Penalty: 5261.307617
	Iteration 13Q: 3 clusters Score -3686440 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3686834.750000 Penalty: 5261.307617
	Iteration 14Q: 3 clusters Score -3686835 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -3687196.500000 Penalty: 5261.307617
	Iteration 15Q: 3 clusters Score -3687196 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -3687508.000000 Penalty: 5261.307617
	Iteration 16Q: 3 clusters Score -3687508 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -3687713.250000 Penalty: 5261.307617
	Iteration 17Q: 3 clusters Score -3687713 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3687897.000000 Penalty: 5261.307617
	Iteration 18Q: 3 clusters Score -3687897 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3688071.000000 Penalty: 5261.307617
	Iteration 19Q: 3 clusters Score -3688071 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -3688236.500000 Penalty: 5261.307617
	Iteration 20F: 3 clusters Score -3688236 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -3688389.500000 Penalty: 5261.307617
	Iteration 21Q: 3 clusters Score -3688390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -3688520.750000 Penalty: 5261.307617
	Iteration 22Q: 3 clusters Score -3688521 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -3688629.500000 Penalty: 5261.307617
	Iteration 23Q: 3 clusters Score -3688630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -3688709.500000 Penalty: 5261.307617
	Iteration 24Q: 3 clusters Score -3688710 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -3688781.250000 Penalty: 5261.307617
	Iteration 25Q: 3 clusters Score -3688781 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3688831.750000 Penalty: 5261.307617
	Iteration 26Q: 3 clusters Score -3688832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -3688878.250000 Penalty: 5261.307617
	Iteration 27Q: 3 clusters Score -3688878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -3688921.500000 Penalty: 5261.307617
	Iteration 28Q: 3 clusters Score -3688922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -3688960.500000 Penalty: 5261.307617
	Iteration 29Q: 3 clusters Score -3688960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -3688992.000000 Penalty: 5261.307617
	Iteration 30Q: 3 clusters Score -3688992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -3689033.250000 Penalty: 5261.307617
	Iteration 31Q: 3 clusters Score -3689033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -3689055.750000 Penalty: 5261.307617
	Iteration 32Q: 3 clusters Score -3689056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -3689090.250000 Penalty: 5261.307617
	Iteration 33Q: 3 clusters Score -3689090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -3689116.500000 Penalty: 5261.307617
	Iteration 34Q: 3 clusters Score -3689116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -3689136.250000 Penalty: 5261.307617
	Iteration 35Q: 3 clusters Score -3689136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -3689146.500000 Penalty: 5261.307617
	Iteration 36Q: 3 clusters Score -3689146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -3689150.500000 Penalty: 5261.307617
	Iteration 37Q: 3 clusters Score -3689150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -3689164.250000 Penalty: 5261.307617
	Iteration 38Q: 3 clusters Score -3689164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -3689168.000000 Penalty: 5261.307617
	Iteration 39Q: 3 clusters Score -3689168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -3689172.250000 Penalty: 5261.307617
	Iteration 40F: 3 clusters Score -3689172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -3689178.000000 Penalty: 5261.307617
	Iteration 41Q: 3 clusters Score -3689178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3689176.250000 Penalty: 5261.307617
	Iteration 42Q: 3 clusters Score -3689176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -3689171.500000 Penalty: 5261.307617
	Iteration 43Q: 3 clusters Score -3689172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -3689174.750000 Penalty: 5261.307617
	Iteration 44Q: 3 clusters Score -3689175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -3689178.000000 Penalty: 5261.307617
	Iteration 45Q: 3 clusters Score -3689178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -3689178.250000 Penalty: 5261.307617
	Iteration 46Q: 3 clusters Score -3689178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -3689175.000000 Penalty: 5261.307617
	Iteration 47Q: 3 clusters Score -3689175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3689175.000000 Penalty: 5261.307617
	Iteration 48Q: 3 clusters Score -3689175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3689175.000000 Penalty: 5261.307617
	Iteration 49F: 3 clusters Score -3689175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (129454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129454 members 
Entering Unmasked Estep 
Score: -11799945.000000 Penalty: 2919.228027
	Iteration 0F: 2 clusters Score -1.179994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -11712859.000000 Penalty: 5838.456055
	Iteration 0F: 3 clusters Score -1.171286e+07 nChanged 61967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -11748734.000000 Penalty: 5838.456055
	Iteration 1F: 3 clusters Score -1.174873e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -11749682.000000 Penalty: 5838.456055
	Iteration 2Q: 3 clusters Score -1.174968e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -11750966.000000 Penalty: 5838.456055
	Iteration 3Q: 3 clusters Score -1.175097e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -11753060.000000 Penalty: 5838.456055
	Iteration 4Q: 3 clusters Score -1.175306e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -11756036.000000 Penalty: 5838.456055
	Iteration 5Q: 3 clusters Score -1.175604e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -11760417.000000 Penalty: 5838.456055
	Iteration 6F: 3 clusters Score -1.176042e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -11765360.000000 Penalty: 5838.456055
	Iteration 7F: 3 clusters Score -1.176536e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -11770032.000000 Penalty: 5838.456055
	Iteration 8F: 3 clusters Score -1.177003e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -11773275.000000 Penalty: 5838.456055
	Iteration 9F: 3 clusters Score -1.177328e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -11775388.000000 Penalty: 5838.456055
	Iteration 10Q: 3 clusters Score -1.177539e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -11776892.000000 Penalty: 5838.456055
	Iteration 11Q: 3 clusters Score -1.177689e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -11778522.000000 Penalty: 5838.456055
	Iteration 12Q: 3 clusters Score -1.177852e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -11780612.000000 Penalty: 5838.456055
	Iteration 13Q: 3 clusters Score -1.178061e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -11783445.000000 Penalty: 5838.456055
	Iteration 14Q: 3 clusters Score -1.178344e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -11785820.000000 Penalty: 5838.456055
	Iteration 15Q: 3 clusters Score -1.178582e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -11787464.000000 Penalty: 5838.456055
	Iteration 16Q: 3 clusters Score -1.178746e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -11788706.000000 Penalty: 5838.456055
	Iteration 17Q: 3 clusters Score -1.178871e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -11789624.000000 Penalty: 5838.456055
	Iteration 18Q: 3 clusters Score -1.178962e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -11790421.000000 Penalty: 5838.456055
	Iteration 19Q: 3 clusters Score -1.179042e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -11791275.000000 Penalty: 5838.456055
	Iteration 20F: 3 clusters Score -1.179128e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -11791967.000000 Penalty: 5838.456055
	Iteration 21Q: 3 clusters Score -1.179197e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -11792542.000000 Penalty: 5838.456055
	Iteration 22Q: 3 clusters Score -1.179254e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -11793078.000000 Penalty: 5838.456055
	Iteration 23Q: 3 clusters Score -1.179308e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114911 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -11793595.000000 Penalty: 5838.456055
	Iteration 24Q: 3 clusters Score -1.17936e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -11794024.000000 Penalty: 5838.456055
	Iteration 25Q: 3 clusters Score -1.179402e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -11794466.000000 Penalty: 5838.456055
	Iteration 26Q: 3 clusters Score -1.179447e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -11794885.000000 Penalty: 5838.456055
	Iteration 27Q: 3 clusters Score -1.179488e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119523 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -11795186.000000 Penalty: 5838.456055
	Iteration 28Q: 3 clusters Score -1.179519e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -11795484.000000 Penalty: 5838.456055
	Iteration 29Q: 3 clusters Score -1.179548e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -11795758.000000 Penalty: 5838.456055
	Iteration 30Q: 3 clusters Score -1.179576e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -11795946.000000 Penalty: 5838.456055
	Iteration 31Q: 3 clusters Score -1.179595e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -11796158.000000 Penalty: 5838.456055
	Iteration 32Q: 3 clusters Score -1.179616e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -11796361.000000 Penalty: 5838.456055
	Iteration 33Q: 3 clusters Score -1.179636e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -11796546.000000 Penalty: 5838.456055
	Iteration 34Q: 3 clusters Score -1.179655e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123784 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -11796714.000000 Penalty: 5838.456055
	Iteration 35Q: 3 clusters Score -1.179671e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124149 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -11796852.000000 Penalty: 5838.456055
	Iteration 36Q: 3 clusters Score -1.179685e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124457 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -11796949.000000 Penalty: 5838.456055
	Iteration 37Q: 3 clusters Score -1.179695e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124714 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11797023.000000 Penalty: 5838.456055
	Iteration 38Q: 3 clusters Score -1.179702e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -11797117.000000 Penalty: 5838.456055
	Iteration 39Q: 3 clusters Score -1.179712e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125163 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -11797187.000000 Penalty: 5838.456055
	Iteration 40F: 3 clusters Score -1.179719e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -11797235.000000 Penalty: 5838.456055
	Iteration 41Q: 3 clusters Score -1.179724e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -11797276.000000 Penalty: 5838.456055
	Iteration 42Q: 3 clusters Score -1.179728e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -11797341.000000 Penalty: 5838.456055
	Iteration 43Q: 3 clusters Score -1.179734e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -11797364.000000 Penalty: 5838.456055
	Iteration 44Q: 3 clusters Score -1.179736e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -11797395.000000 Penalty: 5838.456055
	Iteration 45Q: 3 clusters Score -1.17974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -11797413.000000 Penalty: 5838.456055
	Iteration 46Q: 3 clusters Score -1.179741e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -11797437.000000 Penalty: 5838.456055
	Iteration 47Q: 3 clusters Score -1.179744e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -11797424.000000 Penalty: 5838.456055
	Iteration 48Q: 3 clusters Score -1.179742e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126263 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11797434.000000 Penalty: 5838.456055
	Iteration 49Q: 3 clusters Score -1.179743e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126329 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -11797476.000000 Penalty: 5838.456055
	Iteration 50Q: 3 clusters Score -1.179748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11797513.000000 Penalty: 5838.456055
	Iteration 51Q: 3 clusters Score -1.179751e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -11797522.000000 Penalty: 5838.456055
	Iteration 52Q: 3 clusters Score -1.179752e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126504 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11797529.000000 Penalty: 5838.456055
	Iteration 53Q: 3 clusters Score -1.179753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126558 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -11797534.000000 Penalty: 5838.456055
	Iteration 54Q: 3 clusters Score -1.179753e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -11797554.000000 Penalty: 5838.456055
	Iteration 55Q: 3 clusters Score -1.179755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -11797574.000000 Penalty: 5838.456055
	Iteration 56Q: 3 clusters Score -1.179757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -11797575.000000 Penalty: 5838.456055
	Iteration 57Q: 3 clusters Score -1.179758e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -11797585.000000 Penalty: 5838.456055
	Iteration 58Q: 3 clusters Score -1.179758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -11797587.000000 Penalty: 5838.456055
	Iteration 59Q: 3 clusters Score -1.179759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -11797584.000000 Penalty: 5838.456055
	Iteration 60F: 3 clusters Score -1.179758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -11797570.000000 Penalty: 5838.456055
	Iteration 61Q: 3 clusters Score -1.179757e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126840 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -11797570.000000 Penalty: 5838.456055
	Iteration 62Q: 3 clusters Score -1.179757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -11797581.000000 Penalty: 5838.456055
	Iteration 63Q: 3 clusters Score -1.179758e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -11797602.000000 Penalty: 5838.456055
	Iteration 64Q: 3 clusters Score -1.17976e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126956 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11797615.000000 Penalty: 5838.456055
	Iteration 65Q: 3 clusters Score -1.179762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126982 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11797612.000000 Penalty: 5838.456055
	Iteration 66Q: 3 clusters Score -1.179761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -11797604.000000 Penalty: 5838.456055
	Iteration 67Q: 3 clusters Score -1.17976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -11797610.000000 Penalty: 5838.456055
	Iteration 68Q: 3 clusters Score -1.179761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11797616.000000 Penalty: 5838.456055
	Iteration 69Q: 3 clusters Score -1.179762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -11797623.000000 Penalty: 5838.456055
	Iteration 70Q: 3 clusters Score -1.179762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -11797635.000000 Penalty: 5838.456055
	Iteration 71Q: 3 clusters Score -1.179764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11797629.000000 Penalty: 5838.456055
	Iteration 72Q: 3 clusters Score -1.179763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -11797647.000000 Penalty: 5838.456055
	Iteration 73Q: 3 clusters Score -1.179765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11797649.000000 Penalty: 5838.456055
	Iteration 74Q: 3 clusters Score -1.179765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -11797628.000000 Penalty: 5838.456055
	Iteration 75Q: 3 clusters Score -1.179763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11797637.000000 Penalty: 5838.456055
	Iteration 76Q: 3 clusters Score -1.179764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127192 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -11797652.000000 Penalty: 5838.456055
	Iteration 77Q: 3 clusters Score -1.179765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11797650.000000 Penalty: 5838.456055
	Iteration 78Q: 3 clusters Score -1.179765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11797666.000000 Penalty: 5838.456055
	Iteration 79Q: 3 clusters Score -1.179767e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127262 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11797671.000000 Penalty: 5838.456055
	Iteration 80F: 3 clusters Score -1.179767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11797668.000000 Penalty: 5838.456055
	Iteration 81Q: 3 clusters Score -1.179767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127298 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11797673.000000 Penalty: 5838.456055
	Iteration 82Q: 3 clusters Score -1.179767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -11797678.000000 Penalty: 5838.456055
	Iteration 83Q: 3 clusters Score -1.179768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11797671.000000 Penalty: 5838.456055
	Iteration 84Q: 3 clusters Score -1.179767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11797675.000000 Penalty: 5838.456055
	Iteration 85Q: 3 clusters Score -1.179768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127333 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11797685.000000 Penalty: 5838.456055
	Iteration 86Q: 3 clusters Score -1.179768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11797692.000000 Penalty: 5838.456055
	Iteration 87Q: 3 clusters Score -1.179769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127341 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11797696.000000 Penalty: 5838.456055
	Iteration 88Q: 3 clusters Score -1.17977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11797694.000000 Penalty: 5838.456055
	Iteration 89Q: 3 clusters Score -1.179769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11797697.000000 Penalty: 5838.456055
	Iteration 90Q: 3 clusters Score -1.17977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127344 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11797700.000000 Penalty: 5838.456055
	Iteration 91Q: 3 clusters Score -1.17977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127344 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11797704.000000 Penalty: 5838.456055
	Iteration 92Q: 3 clusters Score -1.17977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11797701.000000 Penalty: 5838.456055
	Iteration 93Q: 3 clusters Score -1.17977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -11797700.000000 Penalty: 5838.456055
	Iteration 94Q: 3 clusters Score -1.17977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11797696.000000 Penalty: 5838.456055
	Iteration 95Q: 3 clusters Score -1.17977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127354 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11797699.000000 Penalty: 5838.456055
	Iteration 96Q: 3 clusters Score -1.17977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11797692.000000 Penalty: 5838.456055
	Iteration 97Q: 3 clusters Score -1.179769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127358 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11797693.000000 Penalty: 5838.456055
	Iteration 98Q: 3 clusters Score -1.179769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127361 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11797705.000000 Penalty: 5838.456055
	Iteration 99Q: 3 clusters Score -1.17977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11797693.000000 Penalty: 5838.456055
	Iteration 100F: 3 clusters Score -1.179769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -11797699.000000 Penalty: 5838.456055
	Iteration 101Q: 3 clusters Score -1.17977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11797688.000000 Penalty: 5838.456055
	Iteration 102Q: 3 clusters Score -1.179769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11797694.000000 Penalty: 5838.456055
	Iteration 103Q: 3 clusters Score -1.179769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11797690.000000 Penalty: 5838.456055
	Iteration 104Q: 3 clusters Score -1.179769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127383 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11797696.000000 Penalty: 5838.456055
	Iteration 105Q: 3 clusters Score -1.17977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11797688.000000 Penalty: 5838.456055
	Iteration 106Q: 3 clusters Score -1.179769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11797684.000000 Penalty: 5838.456055
	Iteration 107Q: 3 clusters Score -1.179768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11797689.000000 Penalty: 5838.456055
	Iteration 108Q: 3 clusters Score -1.179769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11797687.000000 Penalty: 5838.456055
	Iteration 109Q: 3 clusters Score -1.179769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11797691.000000 Penalty: 5838.456055
	Iteration 110Q: 3 clusters Score -1.179769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11797697.000000 Penalty: 5838.456055
	Iteration 111Q: 3 clusters Score -1.17977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11797694.000000 Penalty: 5838.456055
	Iteration 112Q: 3 clusters Score -1.179769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11797694.000000 Penalty: 5838.456055
	Iteration 113F: 3 clusters Score -1.179769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Entering Unmasked Estep 
Score: -13694936.000000 Penalty: 2959.887695
	Iteration 0F: 2 clusters Score -1.369494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -13592731.000000 Penalty: 5919.775391
	Iteration 0F: 3 clusters Score -1.359273e+07 nChanged 72846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -13635933.000000 Penalty: 5919.775391
	Iteration 1F: 3 clusters Score -1.363593e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -13637924.000000 Penalty: 5919.775391
	Iteration 2Q: 3 clusters Score -1.363792e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -13641036.000000 Penalty: 5919.775391
	Iteration 3Q: 3 clusters Score -1.364104e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -13645191.000000 Penalty: 5919.775391
	Iteration 4F: 3 clusters Score -1.364519e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -13650854.000000 Penalty: 5919.775391
	Iteration 5F: 3 clusters Score -1.365085e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -13656878.000000 Penalty: 5919.775391
	Iteration 6F: 3 clusters Score -1.365688e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -13662936.000000 Penalty: 5919.775391
	Iteration 7F: 3 clusters Score -1.366294e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -13667774.000000 Penalty: 5919.775391
	Iteration 8F: 3 clusters Score -1.366777e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -13671071.000000 Penalty: 5919.775391
	Iteration 9Q: 3 clusters Score -1.367107e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -13673531.000000 Penalty: 5919.775391
	Iteration 10Q: 3 clusters Score -1.367353e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -13675164.000000 Penalty: 5919.775391
	Iteration 11Q: 3 clusters Score -1.367516e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -13676139.000000 Penalty: 5919.775391
	Iteration 12Q: 3 clusters Score -1.367614e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -13676849.000000 Penalty: 5919.775391
	Iteration 13Q: 3 clusters Score -1.367685e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -13677390.000000 Penalty: 5919.775391
	Iteration 14Q: 3 clusters Score -1.367739e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -13677914.000000 Penalty: 5919.775391
	Iteration 15Q: 3 clusters Score -1.367791e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -13678239.000000 Penalty: 5919.775391
	Iteration 16Q: 3 clusters Score -1.367824e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -13678671.000000 Penalty: 5919.775391
	Iteration 17Q: 3 clusters Score -1.367867e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -13679064.000000 Penalty: 5919.775391
	Iteration 18Q: 3 clusters Score -1.367906e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -13679504.000000 Penalty: 5919.775391
	Iteration 19Q: 3 clusters Score -1.36795e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -13679889.000000 Penalty: 5919.775391
	Iteration 20F: 3 clusters Score -1.367989e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -13680398.000000 Penalty: 5919.775391
	Iteration 21Q: 3 clusters Score -1.36804e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -13680745.000000 Penalty: 5919.775391
	Iteration 22Q: 3 clusters Score -1.368074e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 109123 members 
Entering Unmasked Estep 
Score: -13681230.000000 Penalty: 5919.775391
	Iteration 23Q: 3 clusters Score -1.368123e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -13681664.000000 Penalty: 5919.775391
	Iteration 24Q: 3 clusters Score -1.368166e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -13682127.000000 Penalty: 5919.775391
	Iteration 25Q: 3 clusters Score -1.368213e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -13682547.000000 Penalty: 5919.775391
	Iteration 26Q: 3 clusters Score -1.368255e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -13682930.000000 Penalty: 5919.775391
	Iteration 27Q: 3 clusters Score -1.368293e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -13683506.000000 Penalty: 5919.775391
	Iteration 28Q: 3 clusters Score -1.368351e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 120367 members 
Entering Unmasked Estep 
Score: -13683955.000000 Penalty: 5919.775391
	Iteration 29Q: 3 clusters Score -1.368396e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 122210 members 
Entering Unmasked Estep 
Score: -13684395.000000 Penalty: 5919.775391
	Iteration 30Q: 3 clusters Score -1.36844e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -13684841.000000 Penalty: 5919.775391
	Iteration 31Q: 3 clusters Score -1.368484e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -13685230.000000 Penalty: 5919.775391
	Iteration 32Q: 3 clusters Score -1.368523e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -13685641.000000 Penalty: 5919.775391
	Iteration 33Q: 3 clusters Score -1.368564e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -13686073.000000 Penalty: 5919.775391
	Iteration 34Q: 3 clusters Score -1.368607e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 130901 members 
Entering Unmasked Estep 
Score: -13686667.000000 Penalty: 5919.775391
	Iteration 35Q: 3 clusters Score -1.368667e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -13687116.000000 Penalty: 5919.775391
	Iteration 36Q: 3 clusters Score -1.368712e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -13687587.000000 Penalty: 5919.775391
	Iteration 37Q: 3 clusters Score -1.368759e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
Score: -13688134.000000 Penalty: 5919.775391
	Iteration 38Q: 3 clusters Score -1.368813e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 137124 members 
Entering Unmasked Estep 
Score: -13688698.000000 Penalty: 5919.775391
	Iteration 39Q: 3 clusters Score -1.36887e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 138523 members 
Entering Unmasked Estep 
Score: -13689279.000000 Penalty: 5919.775391
	Iteration 40F: 3 clusters Score -1.368928e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 139820 members 
Entering Unmasked Estep 
Score: -13689809.000000 Penalty: 5919.775391
	Iteration 41Q: 3 clusters Score -1.368981e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -13690459.000000 Penalty: 5919.775391
	Iteration 42Q: 3 clusters Score -1.369046e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -13691012.000000 Penalty: 5919.775391
	Iteration 43Q: 3 clusters Score -1.369101e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -13691515.000000 Penalty: 5919.775391
	Iteration 44Q: 3 clusters Score -1.369152e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -13691917.000000 Penalty: 5919.775391
	Iteration 45Q: 3 clusters Score -1.369192e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -13692293.000000 Penalty: 5919.775391
	Iteration 46Q: 3 clusters Score -1.369229e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -13692527.000000 Penalty: 5919.775391
	Iteration 47Q: 3 clusters Score -1.369253e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -13692754.000000 Penalty: 5919.775391
	Iteration 48Q: 3 clusters Score -1.369275e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 145683 members 
Entering Unmasked Estep 
Score: -13692932.000000 Penalty: 5919.775391
	Iteration 49Q: 3 clusters Score -1.369293e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 145968 members 
Entering Unmasked Estep 
Score: -13693096.000000 Penalty: 5919.775391
	Iteration 50Q: 3 clusters Score -1.36931e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -13693184.000000 Penalty: 5919.775391
	Iteration 51Q: 3 clusters Score -1.369318e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -13693298.000000 Penalty: 5919.775391
	Iteration 52Q: 3 clusters Score -1.36933e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -13693363.000000 Penalty: 5919.775391
	Iteration 53Q: 3 clusters Score -1.369336e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 146767 members 
Entering Unmasked Estep 
Score: -13693396.000000 Penalty: 5919.775391
	Iteration 54Q: 3 clusters Score -1.36934e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 146893 members 
Entering Unmasked Estep 
Score: -13693458.000000 Penalty: 5919.775391
	Iteration 55Q: 3 clusters Score -1.369346e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 147006 members 
Entering Unmasked Estep 
Score: -13693489.000000 Penalty: 5919.775391
	Iteration 56Q: 3 clusters Score -1.369349e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -13693491.000000 Penalty: 5919.775391
	Iteration 57Q: 3 clusters Score -1.369349e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 147185 members 
Entering Unmasked Estep 
Score: -13693511.000000 Penalty: 5919.775391
	Iteration 58Q: 3 clusters Score -1.369351e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -13693555.000000 Penalty: 5919.775391
	Iteration 59Q: 3 clusters Score -1.369356e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -13693570.000000 Penalty: 5919.775391
	Iteration 60F: 3 clusters Score -1.369357e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -13693557.000000 Penalty: 5919.775391
	Iteration 61Q: 3 clusters Score -1.369356e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -13693580.000000 Penalty: 5919.775391
	Iteration 62Q: 3 clusters Score -1.369358e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -13693596.000000 Penalty: 5919.775391
	Iteration 63Q: 3 clusters Score -1.36936e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -13693579.000000 Penalty: 5919.775391
	Iteration 64Q: 3 clusters Score -1.369358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -13693586.000000 Penalty: 5919.775391
	Iteration 65Q: 3 clusters Score -1.369359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -13693595.000000 Penalty: 5919.775391
	Iteration 66Q: 3 clusters Score -1.36936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -13693596.000000 Penalty: 5919.775391
	Iteration 67Q: 3 clusters Score -1.36936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -13693602.000000 Penalty: 5919.775391
	Iteration 68Q: 3 clusters Score -1.36936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -13693601.000000 Penalty: 5919.775391
	Iteration 69Q: 3 clusters Score -1.36936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 147726 members 
Entering Unmasked Estep 
Score: -13693591.000000 Penalty: 5919.775391
	Iteration 70Q: 3 clusters Score -1.369359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -13693583.000000 Penalty: 5919.775391
	Iteration 71Q: 3 clusters Score -1.369358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -13693581.000000 Penalty: 5919.775391
	Iteration 72Q: 3 clusters Score -1.369358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 147763 members 
Entering Unmasked Estep 
Score: -13693571.000000 Penalty: 5919.775391
	Iteration 73Q: 3 clusters Score -1.369357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 147773 members 
Entering Unmasked Estep 
Score: -13693573.000000 Penalty: 5919.775391
	Iteration 74Q: 3 clusters Score -1.369357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 147785 members 
Entering Unmasked Estep 
Score: -13693584.000000 Penalty: 5919.775391
	Iteration 75Q: 3 clusters Score -1.369358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -13693587.000000 Penalty: 5919.775391
	Iteration 76Q: 3 clusters Score -1.369359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 147802 members 
Entering Unmasked Estep 
Score: -13693597.000000 Penalty: 5919.775391
	Iteration 77Q: 3 clusters Score -1.36936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -13693590.000000 Penalty: 5919.775391
	Iteration 78Q: 3 clusters Score -1.369359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -13693592.000000 Penalty: 5919.775391
	Iteration 79Q: 3 clusters Score -1.369359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -13693593.000000 Penalty: 5919.775391
	Iteration 80F: 3 clusters Score -1.369359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -13693601.000000 Penalty: 5919.775391
	Iteration 81Q: 3 clusters Score -1.36936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -13693595.000000 Penalty: 5919.775391
	Iteration 82Q: 3 clusters Score -1.36936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -13693603.000000 Penalty: 5919.775391
	Iteration 83Q: 3 clusters Score -1.36936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -13693611.000000 Penalty: 5919.775391
	Iteration 84Q: 3 clusters Score -1.369361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -13693615.000000 Penalty: 5919.775391
	Iteration 85Q: 3 clusters Score -1.369362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -13693615.000000 Penalty: 5919.775391
	Iteration 86F: 3 clusters Score -1.369362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (211865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211865 members 
Entering Unmasked Estep 
Score: -18607522.000000 Penalty: 3041.398682
	Iteration 0F: 2 clusters Score -1.860752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -18465122.000000 Penalty: 6082.797363
	Iteration 0F: 3 clusters Score -1.846512e+07 nChanged 102027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -18524624.000000 Penalty: 6082.797363
	Iteration 1F: 3 clusters Score -1.852462e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -18525890.000000 Penalty: 6082.797363
	Iteration 2Q: 3 clusters Score -1.852589e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 109948 members 
Entering Unmasked Estep 
Score: -18527338.000000 Penalty: 6082.797363
	Iteration 3Q: 3 clusters Score -1.852734e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -18529256.000000 Penalty: 6082.797363
	Iteration 4Q: 3 clusters Score -1.852926e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -18531702.000000 Penalty: 6082.797363
	Iteration 5Q: 3 clusters Score -1.85317e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -18535498.000000 Penalty: 6082.797363
	Iteration 6Q: 3 clusters Score -1.85355e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -18541388.000000 Penalty: 6082.797363
	Iteration 7Q: 3 clusters Score -1.854139e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 137662 members 
Entering Unmasked Estep 
Score: -18549372.000000 Penalty: 6082.797363
	Iteration 8F: 3 clusters Score -1.854937e+07 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 148221 members 
Entering Unmasked Estep 
Score: -18559380.000000 Penalty: 6082.797363
	Iteration 9F: 3 clusters Score -1.855938e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -18569258.000000 Penalty: 6082.797363
	Iteration 10F: 3 clusters Score -1.856926e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -18576626.000000 Penalty: 6082.797363
	Iteration 11F: 3 clusters Score -1.857663e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -18581738.000000 Penalty: 6082.797363
	Iteration 12Q: 3 clusters Score -1.858174e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 179889 members 
Entering Unmasked Estep 
Score: -18585616.000000 Penalty: 6082.797363
	Iteration 13Q: 3 clusters Score -1.858562e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 185308 members 
Entering Unmasked Estep 
Score: -18589038.000000 Penalty: 6082.797363
	Iteration 14Q: 3 clusters Score -1.858904e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 190115 members 
Entering Unmasked Estep 
Score: -18591814.000000 Penalty: 6082.797363
	Iteration 15Q: 3 clusters Score -1.859181e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 194488 members 
Entering Unmasked Estep 
Score: -18594618.000000 Penalty: 6082.797363
	Iteration 16Q: 3 clusters Score -1.859462e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 198328 members 
Entering Unmasked Estep 
Score: -18597102.000000 Penalty: 6082.797363
	Iteration 17Q: 3 clusters Score -1.85971e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 201611 members 
Entering Unmasked Estep 
Score: -18599302.000000 Penalty: 6082.797363
	Iteration 18Q: 3 clusters Score -1.85993e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 204090 members 
Entering Unmasked Estep 
Score: -18600966.000000 Penalty: 6082.797363
	Iteration 19Q: 3 clusters Score -1.860097e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 206008 members 
Entering Unmasked Estep 
Score: -18602234.000000 Penalty: 6082.797363
	Iteration 20F: 3 clusters Score -1.860223e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 207369 members 
Entering Unmasked Estep 
Score: -18603202.000000 Penalty: 6082.797363
	Iteration 21Q: 3 clusters Score -1.86032e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 208323 members 
Entering Unmasked Estep 
Score: -18603732.000000 Penalty: 6082.797363
	Iteration 22Q: 3 clusters Score -1.860373e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 209024 members 
Entering Unmasked Estep 
Score: -18604110.000000 Penalty: 6082.797363
	Iteration 23Q: 3 clusters Score -1.860411e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 209502 members 
Entering Unmasked Estep 
Score: -18604368.000000 Penalty: 6082.797363
	Iteration 24Q: 3 clusters Score -1.860437e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 209842 members 
Entering Unmasked Estep 
Score: -18604536.000000 Penalty: 6082.797363
	Iteration 25Q: 3 clusters Score -1.860454e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 210099 members 
Entering Unmasked Estep 
Score: -18604620.000000 Penalty: 6082.797363
	Iteration 26Q: 3 clusters Score -1.860462e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 210278 members 
Entering Unmasked Estep 
Score: -18604728.000000 Penalty: 6082.797363
	Iteration 27Q: 3 clusters Score -1.860473e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 210403 members 
Entering Unmasked Estep 
Score: -18604814.000000 Penalty: 6082.797363
	Iteration 28Q: 3 clusters Score -1.860481e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 210487 members 
Entering Unmasked Estep 
Score: -18604844.000000 Penalty: 6082.797363
	Iteration 29Q: 3 clusters Score -1.860484e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 210557 members 
Entering Unmasked Estep 
Score: -18604876.000000 Penalty: 6082.797363
	Iteration 30Q: 3 clusters Score -1.860488e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 210614 members 
Entering Unmasked Estep 
Score: -18604916.000000 Penalty: 6082.797363
	Iteration 31Q: 3 clusters Score -1.860492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 210659 members 
Entering Unmasked Estep 
Score: -18604934.000000 Penalty: 6082.797363
	Iteration 32Q: 3 clusters Score -1.860493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 210699 members 
Entering Unmasked Estep 
Score: -18604948.000000 Penalty: 6082.797363
	Iteration 33Q: 3 clusters Score -1.860495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 210720 members 
Entering Unmasked Estep 
Score: -18604976.000000 Penalty: 6082.797363
	Iteration 34Q: 3 clusters Score -1.860498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 210736 members 
Entering Unmasked Estep 
Score: -18604976.000000 Penalty: 6082.797363
	Iteration 35Q: 3 clusters Score -1.860498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -18604982.000000 Penalty: 6082.797363
	Iteration 36Q: 3 clusters Score -1.860498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 210764 members 
Entering Unmasked Estep 
Score: -18605002.000000 Penalty: 6082.797363
	Iteration 37Q: 3 clusters Score -1.8605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 210777 members 
Entering Unmasked Estep 
Score: -18605020.000000 Penalty: 6082.797363
	Iteration 38Q: 3 clusters Score -1.860502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 210784 members 
Entering Unmasked Estep 
Score: -18605014.000000 Penalty: 6082.797363
	Iteration 39Q: 3 clusters Score -1.860501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 210789 members 
Entering Unmasked Estep 
Score: -18605032.000000 Penalty: 6082.797363
	Iteration 40F: 3 clusters Score -1.860503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 210795 members 
Entering Unmasked Estep 
Score: -18605040.000000 Penalty: 6082.797363
	Iteration 41Q: 3 clusters Score -1.860504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 210799 members 
Entering Unmasked Estep 
Score: -18605062.000000 Penalty: 6082.797363
	Iteration 42Q: 3 clusters Score -1.860506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 210805 members 
Entering Unmasked Estep 
Score: -18605078.000000 Penalty: 6082.797363
	Iteration 43Q: 3 clusters Score -1.860508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -18605074.000000 Penalty: 6082.797363
	Iteration 44Q: 3 clusters Score -1.860507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 210817 members 
Entering Unmasked Estep 
Score: -18605066.000000 Penalty: 6082.797363
	Iteration 45Q: 3 clusters Score -1.860507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 210821 members 
Entering Unmasked Estep 
Score: -18605058.000000 Penalty: 6082.797363
	Iteration 46Q: 3 clusters Score -1.860506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 210826 members 
Entering Unmasked Estep 
Score: -18605048.000000 Penalty: 6082.797363
	Iteration 47Q: 3 clusters Score -1.860505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 210828 members 
Entering Unmasked Estep 
Score: -18605056.000000 Penalty: 6082.797363
	Iteration 48Q: 3 clusters Score -1.860506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 210830 members 
Entering Unmasked Estep 
Score: -18605064.000000 Penalty: 6082.797363
	Iteration 49Q: 3 clusters Score -1.860506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 210833 members 
Entering Unmasked Estep 
Score: -18605056.000000 Penalty: 6082.797363
	Iteration 50Q: 3 clusters Score -1.860506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 210837 members 
Entering Unmasked Estep 
Score: -18605048.000000 Penalty: 6082.797363
	Iteration 51Q: 3 clusters Score -1.860505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 210840 members 
Entering Unmasked Estep 
Score: -18605072.000000 Penalty: 6082.797363
	Iteration 52Q: 3 clusters Score -1.860507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 210845 members 
Entering Unmasked Estep 
Score: -18605062.000000 Penalty: 6082.797363
	Iteration 53Q: 3 clusters Score -1.860506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 210852 members 
Entering Unmasked Estep 
Score: -18605072.000000 Penalty: 6082.797363
	Iteration 54Q: 3 clusters Score -1.860507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 210863 members 
Entering Unmasked Estep 
Score: -18605084.000000 Penalty: 6082.797363
	Iteration 55Q: 3 clusters Score -1.860508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 210867 members 
Entering Unmasked Estep 
Score: -18605098.000000 Penalty: 6082.797363
	Iteration 56Q: 3 clusters Score -1.86051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 210872 members 
Entering Unmasked Estep 
Score: -18605104.000000 Penalty: 6082.797363
	Iteration 57Q: 3 clusters Score -1.86051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 210874 members 
Entering Unmasked Estep 
Score: -18605100.000000 Penalty: 6082.797363
	Iteration 58Q: 3 clusters Score -1.86051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 210876 members 
Entering Unmasked Estep 
Score: -18605100.000000 Penalty: 6082.797363
	Iteration 59Q: 3 clusters Score -1.86051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 210877 members 
Entering Unmasked Estep 
Score: -18605110.000000 Penalty: 6082.797363
	Iteration 60F: 3 clusters Score -1.860511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Entering Unmasked Estep 
Score: -721573.562500 Penalty: 2246.443115
	Iteration 0F: 2 clusters Score -721573.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -714849.125000 Penalty: 4492.886230
	Iteration 0F: 3 clusters Score -714849.1 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -716692.937500 Penalty: 4492.886230
	Iteration 1F: 3 clusters Score -716692.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -717067.437500 Penalty: 4492.886230
	Iteration 2F: 3 clusters Score -717067.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -717342.750000 Penalty: 4492.886230
	Iteration 3F: 3 clusters Score -717342.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -717594.687500 Penalty: 4492.886230
	Iteration 4F: 3 clusters Score -717594.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -717853.875000 Penalty: 4492.886230
	Iteration 5Q: 3 clusters Score -717853.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -718137.375000 Penalty: 4492.886230
	Iteration 6Q: 3 clusters Score -718137.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -718488.875000 Penalty: 4492.886230
	Iteration 7Q: 3 clusters Score -718488.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -718882.437500 Penalty: 4492.886230
	Iteration 8Q: 3 clusters Score -718882.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -719321.812500 Penalty: 4492.886230
	Iteration 9Q: 3 clusters Score -719321.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -719785.687500 Penalty: 4492.886230
	Iteration 10Q: 3 clusters Score -719785.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -720207.125000 Penalty: 4492.886230
	Iteration 11Q: 3 clusters Score -720207.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -720491.187500 Penalty: 4492.886230
	Iteration 12Q: 3 clusters Score -720491.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -720619.500000 Penalty: 4492.886230
	Iteration 13Q: 3 clusters Score -720619.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -720664.250000 Penalty: 4492.886230
	Iteration 14Q: 3 clusters Score -720664.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -720685.750000 Penalty: 4492.886230
	Iteration 15Q: 3 clusters Score -720685.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -720694.625000 Penalty: 4492.886230
	Iteration 16Q: 3 clusters Score -720694.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -720703.687500 Penalty: 4492.886230
	Iteration 17Q: 3 clusters Score -720703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -720705.312500 Penalty: 4492.886230
	Iteration 18Q: 3 clusters Score -720705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -720705.937500 Penalty: 4492.886230
	Iteration 19Q: 3 clusters Score -720705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -720707.437500 Penalty: 4492.886230
	Iteration 20F: 3 clusters Score -720707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (108426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Entering Unmasked Estep 
Score: -9711521.000000 Penalty: 2875.268311
	Iteration 0F: 2 clusters Score -9711521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -9638862.000000 Penalty: 5750.536621
	Iteration 0F: 3 clusters Score -9638862 nChanged 51631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -9668531.000000 Penalty: 5750.536621
	Iteration 1F: 3 clusters Score -9668531 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -9669715.000000 Penalty: 5750.536621
	Iteration 2Q: 3 clusters Score -9669715 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -9671717.000000 Penalty: 5750.536621
	Iteration 3Q: 3 clusters Score -9671717 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -9674841.000000 Penalty: 5750.536621
	Iteration 4F: 3 clusters Score -9674841 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -9680111.000000 Penalty: 5750.536621
	Iteration 5F: 3 clusters Score -9680111 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -9687691.000000 Penalty: 5750.536621
	Iteration 6F: 3 clusters Score -9687691 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -9695725.000000 Penalty: 5750.536621
	Iteration 7F: 3 clusters Score -9695725 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -9701454.000000 Penalty: 5750.536621
	Iteration 8F: 3 clusters Score -9701454 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -9703919.000000 Penalty: 5750.536621
	Iteration 9Q: 3 clusters Score -9703919 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -9704851.000000 Penalty: 5750.536621
	Iteration 10Q: 3 clusters Score -9704851 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -9705454.000000 Penalty: 5750.536621
	Iteration 11Q: 3 clusters Score -9705454 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -9705753.000000 Penalty: 5750.536621
	Iteration 12Q: 3 clusters Score -9705753 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -9705977.000000 Penalty: 5750.536621
	Iteration 13Q: 3 clusters Score -9705977 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -9706248.000000 Penalty: 5750.536621
	Iteration 14Q: 3 clusters Score -9706248 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -9706396.000000 Penalty: 5750.536621
	Iteration 15Q: 3 clusters Score -9706396 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -9706551.000000 Penalty: 5750.536621
	Iteration 16Q: 3 clusters Score -9706551 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -9706676.000000 Penalty: 5750.536621
	Iteration 17Q: 3 clusters Score -9706676 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -9706788.000000 Penalty: 5750.536621
	Iteration 18Q: 3 clusters Score -9706788 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -9706928.000000 Penalty: 5750.536621
	Iteration 19Q: 3 clusters Score -9706928 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -9707033.000000 Penalty: 5750.536621
	Iteration 20F: 3 clusters Score -9707033 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -9707115.000000 Penalty: 5750.536621
	Iteration 21Q: 3 clusters Score -9707115 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -9707255.000000 Penalty: 5750.536621
	Iteration 22Q: 3 clusters Score -9707255 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -9707365.000000 Penalty: 5750.536621
	Iteration 23Q: 3 clusters Score -9707365 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -9707498.000000 Penalty: 5750.536621
	Iteration 24Q: 3 clusters Score -9707498 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -9707591.000000 Penalty: 5750.536621
	Iteration 25Q: 3 clusters Score -9707591 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -9707701.000000 Penalty: 5750.536621
	Iteration 26Q: 3 clusters Score -9707701 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -9707839.000000 Penalty: 5750.536621
	Iteration 27Q: 3 clusters Score -9707839 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -9707967.000000 Penalty: 5750.536621
	Iteration 28Q: 3 clusters Score -9707967 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -9708078.000000 Penalty: 5750.536621
	Iteration 29Q: 3 clusters Score -9708078 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -9708184.000000 Penalty: 5750.536621
	Iteration 30Q: 3 clusters Score -9708184 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -9708319.000000 Penalty: 5750.536621
	Iteration 31Q: 3 clusters Score -9708319 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -9708386.000000 Penalty: 5750.536621
	Iteration 32Q: 3 clusters Score -9708386 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -9708482.000000 Penalty: 5750.536621
	Iteration 33Q: 3 clusters Score -9708482 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 97245 members 
Entering Unmasked Estep 
Score: -9708552.000000 Penalty: 5750.536621
	Iteration 34Q: 3 clusters Score -9708552 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -9708633.000000 Penalty: 5750.536621
	Iteration 35Q: 3 clusters Score -9708633 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -9708678.000000 Penalty: 5750.536621
	Iteration 36Q: 3 clusters Score -9708678 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -9708779.000000 Penalty: 5750.536621
	Iteration 37Q: 3 clusters Score -9708779 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -9708839.000000 Penalty: 5750.536621
	Iteration 38Q: 3 clusters Score -9708839 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -9708883.000000 Penalty: 5750.536621
	Iteration 39Q: 3 clusters Score -9708883 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -9708938.000000 Penalty: 5750.536621
	Iteration 40F: 3 clusters Score -9708938 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -9708999.000000 Penalty: 5750.536621
	Iteration 41Q: 3 clusters Score -9708999 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -9709046.000000 Penalty: 5750.536621
	Iteration 42Q: 3 clusters Score -9709046 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -9709113.000000 Penalty: 5750.536621
	Iteration 43Q: 3 clusters Score -9709113 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -9709171.000000 Penalty: 5750.536621
	Iteration 44Q: 3 clusters Score -9709171 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -9709210.000000 Penalty: 5750.536621
	Iteration 45Q: 3 clusters Score -9709210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -9709266.000000 Penalty: 5750.536621
	Iteration 46Q: 3 clusters Score -9709266 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -9709288.000000 Penalty: 5750.536621
	Iteration 47Q: 3 clusters Score -9709288 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -9709335.000000 Penalty: 5750.536621
	Iteration 48Q: 3 clusters Score -9709335 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -9709385.000000 Penalty: 5750.536621
	Iteration 49Q: 3 clusters Score -9709385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -9709415.000000 Penalty: 5750.536621
	Iteration 50Q: 3 clusters Score -9709415 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -9709453.000000 Penalty: 5750.536621
	Iteration 51Q: 3 clusters Score -9709453 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -9709472.000000 Penalty: 5750.536621
	Iteration 52Q: 3 clusters Score -9709472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -9709462.000000 Penalty: 5750.536621
	Iteration 53Q: 3 clusters Score -9709462 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -9709501.000000 Penalty: 5750.536621
	Iteration 54Q: 3 clusters Score -9709501 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -9709548.000000 Penalty: 5750.536621
	Iteration 55Q: 3 clusters Score -9709548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -9709563.000000 Penalty: 5750.536621
	Iteration 56Q: 3 clusters Score -9709563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -9709592.000000 Penalty: 5750.536621
	Iteration 57Q: 3 clusters Score -9709592 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -9709627.000000 Penalty: 5750.536621
	Iteration 58Q: 3 clusters Score -9709627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -9709635.000000 Penalty: 5750.536621
	Iteration 59Q: 3 clusters Score -9709635 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -9709647.000000 Penalty: 5750.536621
	Iteration 60F: 3 clusters Score -9709647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -9709656.000000 Penalty: 5750.536621
	Iteration 61Q: 3 clusters Score -9709656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -9709680.000000 Penalty: 5750.536621
	Iteration 62Q: 3 clusters Score -9709680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -9709701.000000 Penalty: 5750.536621
	Iteration 63Q: 3 clusters Score -9709701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -9709691.000000 Penalty: 5750.536621
	Iteration 64Q: 3 clusters Score -9709691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -9709711.000000 Penalty: 5750.536621
	Iteration 65Q: 3 clusters Score -9709711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 103995 members 
Entering Unmasked Estep 
Score: -9709702.000000 Penalty: 5750.536621
	Iteration 66Q: 3 clusters Score -9709702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -9709718.000000 Penalty: 5750.536621
	Iteration 67Q: 3 clusters Score -9709718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -9709729.000000 Penalty: 5750.536621
	Iteration 68Q: 3 clusters Score -9709729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -9709727.000000 Penalty: 5750.536621
	Iteration 69Q: 3 clusters Score -9709727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -9709736.000000 Penalty: 5750.536621
	Iteration 70Q: 3 clusters Score -9709736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -9709751.000000 Penalty: 5750.536621
	Iteration 71Q: 3 clusters Score -9709751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -9709748.000000 Penalty: 5750.536621
	Iteration 72Q: 3 clusters Score -9709748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -9709758.000000 Penalty: 5750.536621
	Iteration 73Q: 3 clusters Score -9709758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -9709782.000000 Penalty: 5750.536621
	Iteration 74Q: 3 clusters Score -9709782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -9709789.000000 Penalty: 5750.536621
	Iteration 75Q: 3 clusters Score -9709789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -9709770.000000 Penalty: 5750.536621
	Iteration 76Q: 3 clusters Score -9709770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -9709775.000000 Penalty: 5750.536621
	Iteration 77Q: 3 clusters Score -9709775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -9709785.000000 Penalty: 5750.536621
	Iteration 78Q: 3 clusters Score -9709785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -9709793.000000 Penalty: 5750.536621
	Iteration 79Q: 3 clusters Score -9709793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -9709807.000000 Penalty: 5750.536621
	Iteration 80F: 3 clusters Score -9709807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -9709811.000000 Penalty: 5750.536621
	Iteration 81Q: 3 clusters Score -9709811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -9709814.000000 Penalty: 5750.536621
	Iteration 82Q: 3 clusters Score -9709814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -9709823.000000 Penalty: 5750.536621
	Iteration 83Q: 3 clusters Score -9709823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -9709805.000000 Penalty: 5750.536621
	Iteration 84Q: 3 clusters Score -9709805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -9709833.000000 Penalty: 5750.536621
	Iteration 85Q: 3 clusters Score -9709833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -9709823.000000 Penalty: 5750.536621
	Iteration 86Q: 3 clusters Score -9709823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -9709846.000000 Penalty: 5750.536621
	Iteration 87Q: 3 clusters Score -9709846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -9709856.000000 Penalty: 5750.536621
	Iteration 88Q: 3 clusters Score -9709856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -9709836.000000 Penalty: 5750.536621
	Iteration 89Q: 3 clusters Score -9709836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -9709835.000000 Penalty: 5750.536621
	Iteration 90Q: 3 clusters Score -9709835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -9709843.000000 Penalty: 5750.536621
	Iteration 91Q: 3 clusters Score -9709843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -9709838.000000 Penalty: 5750.536621
	Iteration 92Q: 3 clusters Score -9709838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -9709838.000000 Penalty: 5750.536621
	Iteration 93Q: 3 clusters Score -9709838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -9709830.000000 Penalty: 5750.536621
	Iteration 94Q: 3 clusters Score -9709830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -9709830.000000 Penalty: 5750.536621
	Iteration 95Q: 3 clusters Score -9709830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -9709827.000000 Penalty: 5750.536621
	Iteration 96Q: 3 clusters Score -9709827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -9709850.000000 Penalty: 5750.536621
	Iteration 97Q: 3 clusters Score -9709850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -9709849.000000 Penalty: 5750.536621
	Iteration 98Q: 3 clusters Score -9709849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -9709852.000000 Penalty: 5750.536621
	Iteration 99Q: 3 clusters Score -9709852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -9709864.000000 Penalty: 5750.536621
	Iteration 100F: 3 clusters Score -9709864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -9709861.000000 Penalty: 5750.536621
	Iteration 101Q: 3 clusters Score -9709861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -9709872.000000 Penalty: 5750.536621
	Iteration 102Q: 3 clusters Score -9709872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -9709880.000000 Penalty: 5750.536621
	Iteration 103Q: 3 clusters Score -9709880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -9709876.000000 Penalty: 5750.536621
	Iteration 104Q: 3 clusters Score -9709876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 105059 members 
Entering Unmasked Estep 
Score: -9709873.000000 Penalty: 5750.536621
	Iteration 105Q: 3 clusters Score -9709873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -9709866.000000 Penalty: 5750.536621
	Iteration 106Q: 3 clusters Score -9709866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -9709863.000000 Penalty: 5750.536621
	Iteration 107Q: 3 clusters Score -9709863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -9709859.000000 Penalty: 5750.536621
	Iteration 108Q: 3 clusters Score -9709859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -9709869.000000 Penalty: 5750.536621
	Iteration 109Q: 3 clusters Score -9709869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -9709870.000000 Penalty: 5750.536621
	Iteration 110Q: 3 clusters Score -9709870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -9709871.000000 Penalty: 5750.536621
	Iteration 111Q: 3 clusters Score -9709871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -9709873.000000 Penalty: 5750.536621
	Iteration 112Q: 3 clusters Score -9709873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -9709875.000000 Penalty: 5750.536621
	Iteration 113Q: 3 clusters Score -9709875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -9709875.000000 Penalty: 5750.536621
	Iteration 114Q: 3 clusters Score -9709875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -9709882.000000 Penalty: 5750.536621
	Iteration 115Q: 3 clusters Score -9709882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -9709883.000000 Penalty: 5750.536621
	Iteration 116Q: 3 clusters Score -9709883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -9709890.000000 Penalty: 5750.536621
	Iteration 117Q: 3 clusters Score -9709890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -9709876.000000 Penalty: 5750.536621
	Iteration 118Q: 3 clusters Score -9709876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -9709876.000000 Penalty: 5750.536621
	Iteration 119F: 3 clusters Score -9709876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Entering Unmasked Estep 
Score: -1290575.125000 Penalty: 2374.768066
	Iteration 0F: 2 clusters Score -1290575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1280090.500000 Penalty: 4749.536133
	Iteration 0F: 3 clusters Score -1280090 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1283384.375000 Penalty: 4749.536133
	Iteration 1F: 3 clusters Score -1283384 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1283776.625000 Penalty: 4749.536133
	Iteration 2F: 3 clusters Score -1283777 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1284178.500000 Penalty: 4749.536133
	Iteration 3F: 3 clusters Score -1284178 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1284628.750000 Penalty: 4749.536133
	Iteration 4F: 3 clusters Score -1284629 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1285218.750000 Penalty: 4749.536133
	Iteration 5F: 3 clusters Score -1285219 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1285845.500000 Penalty: 4749.536133
	Iteration 6F: 3 clusters Score -1285846 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1286528.750000 Penalty: 4749.536133
	Iteration 7F: 3 clusters Score -1286529 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1287191.000000 Penalty: 4749.536133
	Iteration 8F: 3 clusters Score -1287191 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1287831.125000 Penalty: 4749.536133
	Iteration 9F: 3 clusters Score -1287831 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1288348.375000 Penalty: 4749.536133
	Iteration 10Q: 3 clusters Score -1288348 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1288680.875000 Penalty: 4749.536133
	Iteration 11Q: 3 clusters Score -1288681 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1288888.625000 Penalty: 4749.536133
	Iteration 12Q: 3 clusters Score -1288889 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1289011.375000 Penalty: 4749.536133
	Iteration 13Q: 3 clusters Score -1289011 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1289086.500000 Penalty: 4749.536133
	Iteration 14Q: 3 clusters Score -1289086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1289129.375000 Penalty: 4749.536133
	Iteration 15Q: 3 clusters Score -1289129 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1289159.625000 Penalty: 4749.536133
	Iteration 16Q: 3 clusters Score -1289160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1289182.625000 Penalty: 4749.536133
	Iteration 17Q: 3 clusters Score -1289183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1289213.625000 Penalty: 4749.536133
	Iteration 18Q: 3 clusters Score -1289214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1289240.250000 Penalty: 4749.536133
	Iteration 19Q: 3 clusters Score -1289240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1289262.750000 Penalty: 4749.536133
	Iteration 20F: 3 clusters Score -1289263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1289280.500000 Penalty: 4749.536133
	Iteration 21Q: 3 clusters Score -1289280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1289294.500000 Penalty: 4749.536133
	Iteration 22Q: 3 clusters Score -1289294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1289310.250000 Penalty: 4749.536133
	Iteration 23Q: 3 clusters Score -1289310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1289324.500000 Penalty: 4749.536133
	Iteration 24Q: 3 clusters Score -1289324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1289344.500000 Penalty: 4749.536133
	Iteration 25Q: 3 clusters Score -1289344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1289361.750000 Penalty: 4749.536133
	Iteration 26Q: 3 clusters Score -1289362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1289379.250000 Penalty: 4749.536133
	Iteration 27Q: 3 clusters Score -1289379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1289389.125000 Penalty: 4749.536133
	Iteration 28Q: 3 clusters Score -1289389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1289400.500000 Penalty: 4749.536133
	Iteration 29Q: 3 clusters Score -1289400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1289409.875000 Penalty: 4749.536133
	Iteration 30Q: 3 clusters Score -1289410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1289415.750000 Penalty: 4749.536133
	Iteration 31Q: 3 clusters Score -1289416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1289418.625000 Penalty: 4749.536133
	Iteration 32Q: 3 clusters Score -1289419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1289422.875000 Penalty: 4749.536133
	Iteration 33Q: 3 clusters Score -1289423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1289425.000000 Penalty: 4749.536133
	Iteration 34Q: 3 clusters Score -1289425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1289427.000000 Penalty: 4749.536133
	Iteration 35Q: 3 clusters Score -1289427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1289427.125000 Penalty: 4749.536133
	Iteration 36Q: 3 clusters Score -1289427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1289429.000000 Penalty: 4749.536133
	Iteration 37Q: 3 clusters Score -1289429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1289429.625000 Penalty: 4749.536133
	Iteration 38Q: 3 clusters Score -1289430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1289430.125000 Penalty: 4749.536133
	Iteration 39Q: 3 clusters Score -1289430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1289432.125000 Penalty: 4749.536133
	Iteration 40F: 3 clusters Score -1289432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1289436.000000 Penalty: 4749.536133
	Iteration 41Q: 3 clusters Score -1289436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1289436.750000 Penalty: 4749.536133
	Iteration 42Q: 3 clusters Score -1289437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1289436.625000 Penalty: 4749.536133
	Iteration 43Q: 3 clusters Score -1289437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1289437.000000 Penalty: 4749.536133
	Iteration 44Q: 3 clusters Score -1289437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1289439.875000 Penalty: 4749.536133
	Iteration 45Q: 3 clusters Score -1289440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1289437.750000 Penalty: 4749.536133
	Iteration 46Q: 3 clusters Score -1289438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1289442.500000 Penalty: 4749.536133
	Iteration 47Q: 3 clusters Score -1289442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1289443.375000 Penalty: 4749.536133
	Iteration 48Q: 3 clusters Score -1289443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1289444.000000 Penalty: 4749.536133
	Iteration 49Q: 3 clusters Score -1289444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1289444.750000 Penalty: 4749.536133
	Iteration 50Q: 3 clusters Score -1289445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1289447.750000 Penalty: 4749.536133
	Iteration 51Q: 3 clusters Score -1289448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1289448.750000 Penalty: 4749.536133
	Iteration 52Q: 3 clusters Score -1289449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1289448.000000 Penalty: 4749.536133
	Iteration 53Q: 3 clusters Score -1289448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1289453.750000 Penalty: 4749.536133
	Iteration 54Q: 3 clusters Score -1289454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1289452.250000 Penalty: 4749.536133
	Iteration 55Q: 3 clusters Score -1289452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1289452.250000 Penalty: 4749.536133
	Iteration 56F: 3 clusters Score -1289452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211006 members 
Entering Unmasked Estep 
Score: -18808774.000000 Penalty: 3040.391113
	Iteration 0F: 2 clusters Score -1.880877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -18667858.000000 Penalty: 6080.782227
	Iteration 0F: 3 clusters Score -1.866786e+07 nChanged 101120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -18726072.000000 Penalty: 6080.782227
	Iteration 1F: 3 clusters Score -1.872607e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -18727106.000000 Penalty: 6080.782227
	Iteration 2Q: 3 clusters Score -1.872711e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -18728390.000000 Penalty: 6080.782227
	Iteration 3Q: 3 clusters Score -1.872839e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -18729714.000000 Penalty: 6080.782227
	Iteration 4Q: 3 clusters Score -1.872971e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -18731724.000000 Penalty: 6080.782227
	Iteration 5Q: 3 clusters Score -1.873172e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -18734080.000000 Penalty: 6080.782227
	Iteration 6Q: 3 clusters Score -1.873408e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -18736960.000000 Penalty: 6080.782227
	Iteration 7Q: 3 clusters Score -1.873696e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120543 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -18740888.000000 Penalty: 6080.782227
	Iteration 8Q: 3 clusters Score -1.874089e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -18746016.000000 Penalty: 6080.782227
	Iteration 9Q: 3 clusters Score -1.874602e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -18752860.000000 Penalty: 6080.782227
	Iteration 10F: 3 clusters Score -1.875286e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -18761330.000000 Penalty: 6080.782227
	Iteration 11F: 3 clusters Score -1.876133e+07 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161964 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -18770670.000000 Penalty: 6080.782227
	Iteration 12F: 3 clusters Score -1.877067e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -18779846.000000 Penalty: 6080.782227
	Iteration 13F: 3 clusters Score -1.877985e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185804 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -18788322.000000 Penalty: 6080.782227
	Iteration 14F: 3 clusters Score -1.878832e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194621 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -18794862.000000 Penalty: 6080.782227
	Iteration 15Q: 3 clusters Score -1.879486e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201028 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -18799612.000000 Penalty: 6080.782227
	Iteration 16Q: 3 clusters Score -1.879961e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205039 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -18802336.000000 Penalty: 6080.782227
	Iteration 17Q: 3 clusters Score -1.880234e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207459 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -18804048.000000 Penalty: 6080.782227
	Iteration 18Q: 3 clusters Score -1.880405e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208794 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -18805002.000000 Penalty: 6080.782227
	Iteration 19Q: 3 clusters Score -1.8805e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209456 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -18805468.000000 Penalty: 6080.782227
	Iteration 20F: 3 clusters Score -1.880547e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209805 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18805678.000000 Penalty: 6080.782227
	Iteration 21Q: 3 clusters Score -1.880568e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18805828.000000 Penalty: 6080.782227
	Iteration 22Q: 3 clusters Score -1.880583e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210133 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18805940.000000 Penalty: 6080.782227
	Iteration 23Q: 3 clusters Score -1.880594e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210210 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -18806008.000000 Penalty: 6080.782227
	Iteration 24Q: 3 clusters Score -1.880601e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210262 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18806032.000000 Penalty: 6080.782227
	Iteration 25Q: 3 clusters Score -1.880603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210294 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18806086.000000 Penalty: 6080.782227
	Iteration 26Q: 3 clusters Score -1.880609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210315 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18806116.000000 Penalty: 6080.782227
	Iteration 27Q: 3 clusters Score -1.880612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210337 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18806136.000000 Penalty: 6080.782227
	Iteration 28Q: 3 clusters Score -1.880614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18806146.000000 Penalty: 6080.782227
	Iteration 29Q: 3 clusters Score -1.880615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210379 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18806156.000000 Penalty: 6080.782227
	Iteration 30Q: 3 clusters Score -1.880616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210386 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18806178.000000 Penalty: 6080.782227
	Iteration 31Q: 3 clusters Score -1.880618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210391 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18806176.000000 Penalty: 6080.782227
	Iteration 32Q: 3 clusters Score -1.880618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210402 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18806182.000000 Penalty: 6080.782227
	Iteration 33Q: 3 clusters Score -1.880618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210412 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18806200.000000 Penalty: 6080.782227
	Iteration 34Q: 3 clusters Score -1.88062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210413 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18806198.000000 Penalty: 6080.782227
	Iteration 35Q: 3 clusters Score -1.88062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210413 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18806198.000000 Penalty: 6080.782227
	Iteration 36Q: 3 clusters Score -1.88062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210415 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18806198.000000 Penalty: 6080.782227
	Iteration 37Q: 3 clusters Score -1.88062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210416 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -18806208.000000 Penalty: 6080.782227
	Iteration 38Q: 3 clusters Score -1.880621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210418 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18806208.000000 Penalty: 6080.782227
	Iteration 39Q: 3 clusters Score -1.880621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210420 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18806214.000000 Penalty: 6080.782227
	Iteration 40F: 3 clusters Score -1.880621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210422 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18806226.000000 Penalty: 6080.782227
	Iteration 41Q: 3 clusters Score -1.880623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210422 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18806228.000000 Penalty: 6080.782227
	Iteration 42Q: 3 clusters Score -1.880623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210425 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -18806234.000000 Penalty: 6080.782227
	Iteration 43Q: 3 clusters Score -1.880623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210424 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18806220.000000 Penalty: 6080.782227
	Iteration 44Q: 3 clusters Score -1.880622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210430 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -18806220.000000 Penalty: 6080.782227
	Iteration 45Q: 3 clusters Score -1.880622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210436 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -18806218.000000 Penalty: 6080.782227
	Iteration 46Q: 3 clusters Score -1.880622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210443 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -18806212.000000 Penalty: 6080.782227
	Iteration 47Q: 3 clusters Score -1.880621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210444 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -18806238.000000 Penalty: 6080.782227
	Iteration 48Q: 3 clusters Score -1.880624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18806240.000000 Penalty: 6080.782227
	Iteration 49Q: 3 clusters Score -1.880624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210449 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -18806244.000000 Penalty: 6080.782227
	Iteration 50Q: 3 clusters Score -1.880624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210449 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -18806244.000000 Penalty: 6080.782227
	Iteration 51F: 3 clusters Score -1.880624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -321211.343750 Penalty: 2045.635254
	Iteration 0F: 2 clusters Score -321211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -317478.250000 Penalty: 4091.270508
	Iteration 0F: 3 clusters Score -317478.2 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -318340.187500 Penalty: 4091.270508
	Iteration 1F: 3 clusters Score -318340.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -318588.468750 Penalty: 4091.270508
	Iteration 2F: 3 clusters Score -318588.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -318763.250000 Penalty: 4091.270508
	Iteration 3F: 3 clusters Score -318763.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -318912.125000 Penalty: 4091.270508
	Iteration 4Q: 3 clusters Score -318912.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -319047.281250 Penalty: 4091.270508
	Iteration 5Q: 3 clusters Score -319047.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -319162.187500 Penalty: 4091.270508
	Iteration 6Q: 3 clusters Score -319162.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -319261.531250 Penalty: 4091.270508
	Iteration 7Q: 3 clusters Score -319261.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -319345.750000 Penalty: 4091.270508
	Iteration 8Q: 3 clusters Score -319345.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -319415.281250 Penalty: 4091.270508
	Iteration 9Q: 3 clusters Score -319415.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -319455.468750 Penalty: 4091.270508
	Iteration 10Q: 3 clusters Score -319455.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -319489.312500 Penalty: 4091.270508
	Iteration 11Q: 3 clusters Score -319489.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -319528.937500 Penalty: 4091.270508
	Iteration 12Q: 3 clusters Score -319528.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -319568.906250 Penalty: 4091.270508
	Iteration 13Q: 3 clusters Score -319568.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319602.125000 Penalty: 4091.270508
	Iteration 14Q: 3 clusters Score -319602.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -319634.093750 Penalty: 4091.270508
	Iteration 15Q: 3 clusters Score -319634.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -319669.062500 Penalty: 4091.270508
	Iteration 16Q: 3 clusters Score -319669.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -319697.625000 Penalty: 4091.270508
	Iteration 17Q: 3 clusters Score -319697.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -319728.437500 Penalty: 4091.270508
	Iteration 18Q: 3 clusters Score -319728.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -319754.000000 Penalty: 4091.270508
	Iteration 19Q: 3 clusters Score -319754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -319780.343750 Penalty: 4091.270508
	Iteration 20F: 3 clusters Score -319780.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -319799.656250 Penalty: 4091.270508
	Iteration 21Q: 3 clusters Score -319799.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -319816.781250 Penalty: 4091.270508
	Iteration 22Q: 3 clusters Score -319816.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -319835.343750 Penalty: 4091.270508
	Iteration 23Q: 3 clusters Score -319835.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -319855.093750 Penalty: 4091.270508
	Iteration 24Q: 3 clusters Score -319855.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -319881.406250 Penalty: 4091.270508
	Iteration 25Q: 3 clusters Score -319881.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -319897.218750 Penalty: 4091.270508
	Iteration 26Q: 3 clusters Score -319897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -319910.437500 Penalty: 4091.270508
	Iteration 27Q: 3 clusters Score -319910.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -319927.343750 Penalty: 4091.270508
	Iteration 28Q: 3 clusters Score -319927.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -319942.906250 Penalty: 4091.270508
	Iteration 29Q: 3 clusters Score -319942.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -319970.687500 Penalty: 4091.270508
	Iteration 30Q: 3 clusters Score -319970.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -320004.281250 Penalty: 4091.270508
	Iteration 31Q: 3 clusters Score -320004.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -320040.468750 Penalty: 4091.270508
	Iteration 32Q: 3 clusters Score -320040.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -320064.906250 Penalty: 4091.270508
	Iteration 33Q: 3 clusters Score -320064.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -320083.125000 Penalty: 4091.270508
	Iteration 34Q: 3 clusters Score -320083.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -320100.093750 Penalty: 4091.270508
	Iteration 35Q: 3 clusters Score -320100.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -320123.125000 Penalty: 4091.270508
	Iteration 36Q: 3 clusters Score -320123.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -320149.031250 Penalty: 4091.270508
	Iteration 37Q: 3 clusters Score -320149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -320189.375000 Penalty: 4091.270508
	Iteration 38Q: 3 clusters Score -320189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -320246.687500 Penalty: 4091.270508
	Iteration 39Q: 3 clusters Score -320246.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -320320.656250 Penalty: 4091.270508
	Iteration 40F: 3 clusters Score -320320.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -320381.343750 Penalty: 4091.270508
	Iteration 41Q: 3 clusters Score -320381.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -320420.062500 Penalty: 4091.270508
	Iteration 42Q: 3 clusters Score -320420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320441.000000 Penalty: 4091.270508
	Iteration 43Q: 3 clusters Score -320441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -320453.218750 Penalty: 4091.270508
	Iteration 44Q: 3 clusters Score -320453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -320465.812500 Penalty: 4091.270508
	Iteration 45Q: 3 clusters Score -320465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -320474.375000 Penalty: 4091.270508
	Iteration 46Q: 3 clusters Score -320474.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -320481.031250 Penalty: 4091.270508
	Iteration 47Q: 3 clusters Score -320481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -320483.781250 Penalty: 4091.270508
	Iteration 48Q: 3 clusters Score -320483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -320487.656250 Penalty: 4091.270508
	Iteration 49Q: 3 clusters Score -320487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -320488.125000 Penalty: 4091.270508
	Iteration 50Q: 3 clusters Score -320488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -320490.125000 Penalty: 4091.270508
	Iteration 51Q: 3 clusters Score -320490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -320491.531250 Penalty: 4091.270508
	Iteration 52Q: 3 clusters Score -320491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320492.156250 Penalty: 4091.270508
	Iteration 53Q: 3 clusters Score -320492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -320492.906250 Penalty: 4091.270508
	Iteration 54Q: 3 clusters Score -320492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -320495.156250 Penalty: 4091.270508
	Iteration 55Q: 3 clusters Score -320495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -320499.500000 Penalty: 4091.270508
	Iteration 56Q: 3 clusters Score -320499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -320502.468750 Penalty: 4091.270508
	Iteration 57Q: 3 clusters Score -320502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -320504.406250 Penalty: 4091.270508
	Iteration 58Q: 3 clusters Score -320504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -320506.625000 Penalty: 4091.270508
	Iteration 59Q: 3 clusters Score -320506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -320507.687500 Penalty: 4091.270508
	Iteration 60F: 3 clusters Score -320507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -320511.156250 Penalty: 4091.270508
	Iteration 61Q: 3 clusters Score -320511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320512.750000 Penalty: 4091.270508
	Iteration 62Q: 3 clusters Score -320512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -320513.437500 Penalty: 4091.270508
	Iteration 63Q: 3 clusters Score -320513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320514.406250 Penalty: 4091.270508
	Iteration 64Q: 3 clusters Score -320514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -320516.968750 Penalty: 4091.270508
	Iteration 65Q: 3 clusters Score -320517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -320519.656250 Penalty: 4091.270508
	Iteration 66Q: 3 clusters Score -320519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -320520.312500 Penalty: 4091.270508
	Iteration 67Q: 3 clusters Score -320520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -320520.468750 Penalty: 4091.270508
	Iteration 68Q: 3 clusters Score -320520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -320521.156250 Penalty: 4091.270508
	Iteration 69Q: 3 clusters Score -320521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -320521.156250 Penalty: 4091.270508
	Iteration 70F: 3 clusters Score -320521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Entering Unmasked Estep 
Score: -2206981.250000 Penalty: 2505.816650
	Iteration 0F: 2 clusters Score -2206981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2190088.000000 Penalty: 5011.633301
	Iteration 0F: 3 clusters Score -2190088 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2196158.750000 Penalty: 5011.633301
	Iteration 1F: 3 clusters Score -2196159 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2196752.000000 Penalty: 5011.633301
	Iteration 2F: 3 clusters Score -2196752 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2197341.500000 Penalty: 5011.633301
	Iteration 3F: 3 clusters Score -2197342 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2197855.750000 Penalty: 5011.633301
	Iteration 4F: 3 clusters Score -2197856 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2198369.250000 Penalty: 5011.633301
	Iteration 5Q: 3 clusters Score -2198369 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2198955.500000 Penalty: 5011.633301
	Iteration 6Q: 3 clusters Score -2198956 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2199685.000000 Penalty: 5011.633301
	Iteration 7F: 3 clusters Score -2199685 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2200550.500000 Penalty: 5011.633301
	Iteration 8F: 3 clusters Score -2200550 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2201450.750000 Penalty: 5011.633301
	Iteration 9F: 3 clusters Score -2201451 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2202334.750000 Penalty: 5011.633301
	Iteration 10Q: 3 clusters Score -2202335 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2203132.250000 Penalty: 5011.633301
	Iteration 11Q: 3 clusters Score -2203132 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2203805.000000 Penalty: 5011.633301
	Iteration 12Q: 3 clusters Score -2203805 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2204375.000000 Penalty: 5011.633301
	Iteration 13Q: 3 clusters Score -2204375 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2204915.000000 Penalty: 5011.633301
	Iteration 14Q: 3 clusters Score -2204915 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2205253.250000 Penalty: 5011.633301
	Iteration 15Q: 3 clusters Score -2205253 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2205396.000000 Penalty: 5011.633301
	Iteration 16Q: 3 clusters Score -2205396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2205444.250000 Penalty: 5011.633301
	Iteration 17Q: 3 clusters Score -2205444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2205463.750000 Penalty: 5011.633301
	Iteration 18Q: 3 clusters Score -2205464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2205481.500000 Penalty: 5011.633301
	Iteration 19Q: 3 clusters Score -2205482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2205486.250000 Penalty: 5011.633301
	Iteration 20F: 3 clusters Score -2205486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2205490.750000 Penalty: 5011.633301
	Iteration 21Q: 3 clusters Score -2205491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2205494.500000 Penalty: 5011.633301
	Iteration 22Q: 3 clusters Score -2205494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2205493.250000 Penalty: 5011.633301
	Iteration 23Q: 3 clusters Score -2205493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2205496.750000 Penalty: 5011.633301
	Iteration 24Q: 3 clusters Score -2205497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2205496.750000 Penalty: 5011.633301
	Iteration 25F: 3 clusters Score -2205497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -282663.531250 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -282663.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -278779.937500 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -278779.9 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -279746.843750 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -279746.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -280053.343750 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -280053.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -280319.250000 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -280319.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -280523.562500 Penalty: 4110.613770
	Iteration 4F: 3 clusters Score -280523.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -280732.500000 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -280732.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -280920.562500 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -280920.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -281067.500000 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -281067.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -281199.812500 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -281199.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -281297.625000 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -281297.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -281371.125000 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -281371.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -281416.843750 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -281416.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -281443.593750 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -281443.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -281466.968750 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -281467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -281483.437500 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -281483.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -281494.843750 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -281494.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -281506.156250 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -281506.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -281515.906250 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -281515.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -281525.750000 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -281525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -281533.031250 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -281533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -281541.125000 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -281541.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -281553.281250 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -281553.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -281573.312500 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -281573.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -281594.812500 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -281594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -281612.187500 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -281612.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -281629.406250 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -281629.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -281654.875000 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -281654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -281678.718750 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -281678.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -281697.437500 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -281697.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -281716.906250 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -281716.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -281734.531250 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -281734.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -281752.250000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -281752.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -281766.656250 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -281766.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -281778.593750 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -281778.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -281784.125000 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -281784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -281791.750000 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -281791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -281799.093750 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -281799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -281804.187500 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -281804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -281807.875000 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -281807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -281812.437500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -281812.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -281813.968750 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -281814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -281816.156250 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -281816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -281818.125000 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -281818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -281819.562500 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -281819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -281821.812500 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -281821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -281822.500000 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -281822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -281821.937500 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -281821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -281821.937500 Penalty: 4110.613770
	Iteration 47F: 3 clusters Score -281821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -181742.328125 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -181742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -179001.875000 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -179001.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -179593.250000 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -179593.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -179787.296875 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -179787.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179964.531250 Penalty: 3823.816895
	Iteration 3F: 3 clusters Score -179964.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180103.750000 Penalty: 3823.816895
	Iteration 4F: 3 clusters Score -180103.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180191.453125 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -180191.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180277.906250 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -180277.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180339.187500 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -180339.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180398.625000 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -180398.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -180453.218750 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -180453.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -180519.656250 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -180519.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -180570.125000 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -180570.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180611.531250 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -180611.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -180653.515625 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -180653.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180680.984375 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -180681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -180698.296875 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -180698.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -180709.421875 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -180709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180717.296875 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -180717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180722.921875 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -180722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180728.187500 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -180728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180731.734375 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -180731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180732.765625 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -180732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180733.203125 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -180733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180733.812500 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -180733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180733.812500 Penalty: 3823.816895
	Iteration 24F: 3 clusters Score -180733.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Entering Unmasked Estep 
Score: -1662791.125000 Penalty: 2465.218750
	Iteration 0F: 2 clusters Score -1662791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1648274.625000 Penalty: 4930.437500
	Iteration 0F: 3 clusters Score -1648275 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1653163.375000 Penalty: 4930.437500
	Iteration 1F: 3 clusters Score -1653163 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1653548.000000 Penalty: 4930.437500
	Iteration 2F: 3 clusters Score -1653548 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1653881.000000 Penalty: 4930.437500
	Iteration 3Q: 3 clusters Score -1653881 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1654197.625000 Penalty: 4930.437500
	Iteration 4Q: 3 clusters Score -1654198 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1654529.500000 Penalty: 4930.437500
	Iteration 5Q: 3 clusters Score -1654530 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1654933.250000 Penalty: 4930.437500
	Iteration 6Q: 3 clusters Score -1654933 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1655441.250000 Penalty: 4930.437500
	Iteration 7Q: 3 clusters Score -1655441 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1656098.625000 Penalty: 4930.437500
	Iteration 8F: 3 clusters Score -1656099 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1656836.250000 Penalty: 4930.437500
	Iteration 9F: 3 clusters Score -1656836 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1657654.250000 Penalty: 4930.437500
	Iteration 10F: 3 clusters Score -1657654 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1658394.750000 Penalty: 4930.437500
	Iteration 11Q: 3 clusters Score -1658395 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1659011.000000 Penalty: 4930.437500
	Iteration 12Q: 3 clusters Score -1659011 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1659529.250000 Penalty: 4930.437500
	Iteration 13Q: 3 clusters Score -1659529 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1659905.000000 Penalty: 4930.437500
	Iteration 14Q: 3 clusters Score -1659905 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1660161.625000 Penalty: 4930.437500
	Iteration 15Q: 3 clusters Score -1660162 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1660342.125000 Penalty: 4930.437500
	Iteration 16Q: 3 clusters Score -1660342 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1660464.125000 Penalty: 4930.437500
	Iteration 17Q: 3 clusters Score -1660464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1660546.875000 Penalty: 4930.437500
	Iteration 18Q: 3 clusters Score -1660547 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1660603.750000 Penalty: 4930.437500
	Iteration 19Q: 3 clusters Score -1660604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1660652.875000 Penalty: 4930.437500
	Iteration 20F: 3 clusters Score -1660653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1660693.375000 Penalty: 4930.437500
	Iteration 21Q: 3 clusters Score -1660693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1660716.250000 Penalty: 4930.437500
	Iteration 22Q: 3 clusters Score -1660716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -1660733.375000 Penalty: 4930.437500
	Iteration 23Q: 3 clusters Score -1660733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1660747.375000 Penalty: 4930.437500
	Iteration 24Q: 3 clusters Score -1660747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1660750.375000 Penalty: 4930.437500
	Iteration 25Q: 3 clusters Score -1660750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -1660755.500000 Penalty: 4930.437500
	Iteration 26Q: 3 clusters Score -1660756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1660764.875000 Penalty: 4930.437500
	Iteration 27Q: 3 clusters Score -1660765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1660769.875000 Penalty: 4930.437500
	Iteration 28Q: 3 clusters Score -1660770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1660771.500000 Penalty: 4930.437500
	Iteration 29Q: 3 clusters Score -1660772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1660782.375000 Penalty: 4930.437500
	Iteration 30Q: 3 clusters Score -1660782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1660780.750000 Penalty: 4930.437500
	Iteration 31Q: 3 clusters Score -1660781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1660783.375000 Penalty: 4930.437500
	Iteration 32Q: 3 clusters Score -1660783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1660782.625000 Penalty: 4930.437500
	Iteration 33Q: 3 clusters Score -1660783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1660782.625000 Penalty: 4930.437500
	Iteration 34F: 3 clusters Score -1660783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -1039583.250000 Penalty: 2319.256348
	Iteration 0F: 2 clusters Score -1039583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1030933.625000 Penalty: 4638.512695
	Iteration 0F: 3 clusters Score -1030934 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1033431.687500 Penalty: 4638.512695
	Iteration 1F: 3 clusters Score -1033432 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1033699.062500 Penalty: 4638.512695
	Iteration 2F: 3 clusters Score -1033699 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1033922.187500 Penalty: 4638.512695
	Iteration 3Q: 3 clusters Score -1033922 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1034095.937500 Penalty: 4638.512695
	Iteration 4Q: 3 clusters Score -1034096 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1034226.000000 Penalty: 4638.512695
	Iteration 5Q: 3 clusters Score -1034226 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1034336.000000 Penalty: 4638.512695
	Iteration 6Q: 3 clusters Score -1034336 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1034427.375000 Penalty: 4638.512695
	Iteration 7Q: 3 clusters Score -1034427 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1034512.937500 Penalty: 4638.512695
	Iteration 8Q: 3 clusters Score -1034513 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1034600.437500 Penalty: 4638.512695
	Iteration 9Q: 3 clusters Score -1034600 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1034697.875000 Penalty: 4638.512695
	Iteration 10Q: 3 clusters Score -1034698 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1034800.250000 Penalty: 4638.512695
	Iteration 11Q: 3 clusters Score -1034800 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1034916.625000 Penalty: 4638.512695
	Iteration 12Q: 3 clusters Score -1034917 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1035063.125000 Penalty: 4638.512695
	Iteration 13Q: 3 clusters Score -1035063 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1035247.062500 Penalty: 4638.512695
	Iteration 14Q: 3 clusters Score -1035247 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1035481.625000 Penalty: 4638.512695
	Iteration 15Q: 3 clusters Score -1035482 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1035742.625000 Penalty: 4638.512695
	Iteration 16Q: 3 clusters Score -1035743 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1036032.687500 Penalty: 4638.512695
	Iteration 17Q: 3 clusters Score -1036033 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1036316.250000 Penalty: 4638.512695
	Iteration 18Q: 3 clusters Score -1036316 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1036581.375000 Penalty: 4638.512695
	Iteration 19Q: 3 clusters Score -1036581 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1036770.062500 Penalty: 4638.512695
	Iteration 20F: 3 clusters Score -1036770 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1036919.250000 Penalty: 4638.512695
	Iteration 21Q: 3 clusters Score -1036919 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1037029.750000 Penalty: 4638.512695
	Iteration 22Q: 3 clusters Score -1037030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1037105.000000 Penalty: 4638.512695
	Iteration 23Q: 3 clusters Score -1037105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1037172.437500 Penalty: 4638.512695
	Iteration 24Q: 3 clusters Score -1037172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1037215.250000 Penalty: 4638.512695
	Iteration 25Q: 3 clusters Score -1037215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1037238.062500 Penalty: 4638.512695
	Iteration 26Q: 3 clusters Score -1037238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1037262.687500 Penalty: 4638.512695
	Iteration 27Q: 3 clusters Score -1037263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1037277.812500 Penalty: 4638.512695
	Iteration 28Q: 3 clusters Score -1037278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1037289.062500 Penalty: 4638.512695
	Iteration 29Q: 3 clusters Score -1037289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1037302.687500 Penalty: 4638.512695
	Iteration 30Q: 3 clusters Score -1037303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1037308.187500 Penalty: 4638.512695
	Iteration 31Q: 3 clusters Score -1037308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1037316.000000 Penalty: 4638.512695
	Iteration 32Q: 3 clusters Score -1037316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1037324.312500 Penalty: 4638.512695
	Iteration 33Q: 3 clusters Score -1037324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1037332.937500 Penalty: 4638.512695
	Iteration 34Q: 3 clusters Score -1037333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1037334.500000 Penalty: 4638.512695
	Iteration 35Q: 3 clusters Score -1037334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1037341.812500 Penalty: 4638.512695
	Iteration 36Q: 3 clusters Score -1037342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1037346.812500 Penalty: 4638.512695
	Iteration 37Q: 3 clusters Score -1037347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1037354.875000 Penalty: 4638.512695
	Iteration 38Q: 3 clusters Score -1037355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1037355.125000 Penalty: 4638.512695
	Iteration 39Q: 3 clusters Score -1037355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1037362.562500 Penalty: 4638.512695
	Iteration 40F: 3 clusters Score -1037363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1037368.000000 Penalty: 4638.512695
	Iteration 41Q: 3 clusters Score -1037368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1037375.750000 Penalty: 4638.512695
	Iteration 42Q: 3 clusters Score -1037376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1037380.062500 Penalty: 4638.512695
	Iteration 43Q: 3 clusters Score -1037380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1037386.812500 Penalty: 4638.512695
	Iteration 44Q: 3 clusters Score -1037387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1037388.312500 Penalty: 4638.512695
	Iteration 45Q: 3 clusters Score -1037388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1037390.562500 Penalty: 4638.512695
	Iteration 46Q: 3 clusters Score -1037391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1037394.062500 Penalty: 4638.512695
	Iteration 47Q: 3 clusters Score -1037394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1037396.500000 Penalty: 4638.512695
	Iteration 48Q: 3 clusters Score -1037396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1037396.812500 Penalty: 4638.512695
	Iteration 49Q: 3 clusters Score -1037397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1037396.625000 Penalty: 4638.512695
	Iteration 50Q: 3 clusters Score -1037397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1037398.750000 Penalty: 4638.512695
	Iteration 51Q: 3 clusters Score -1037399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1037398.812500 Penalty: 4638.512695
	Iteration 52Q: 3 clusters Score -1037399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1037400.437500 Penalty: 4638.512695
	Iteration 53Q: 3 clusters Score -1037400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1037404.500000 Penalty: 4638.512695
	Iteration 54Q: 3 clusters Score -1037404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1037407.187500 Penalty: 4638.512695
	Iteration 55Q: 3 clusters Score -1037407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1037406.250000 Penalty: 4638.512695
	Iteration 56Q: 3 clusters Score -1037406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1037407.437500 Penalty: 4638.512695
	Iteration 57Q: 3 clusters Score -1037407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1037407.562500 Penalty: 4638.512695
	Iteration 58Q: 3 clusters Score -1037408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1037408.062500 Penalty: 4638.512695
	Iteration 59Q: 3 clusters Score -1037408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1037408.687500 Penalty: 4638.512695
	Iteration 60F: 3 clusters Score -1037409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1037409.625000 Penalty: 4638.512695
	Iteration 61Q: 3 clusters Score -1037410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1037413.562500 Penalty: 4638.512695
	Iteration 62Q: 3 clusters Score -1037414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1037416.875000 Penalty: 4638.512695
	Iteration 63Q: 3 clusters Score -1037417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1037418.000000 Penalty: 4638.512695
	Iteration 64Q: 3 clusters Score -1037418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1037418.000000 Penalty: 4638.512695
	Iteration 65F: 3 clusters Score -1037418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -992628.125000 Penalty: 2324.454102
	Iteration 0F: 2 clusters Score -992628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -983763.625000 Penalty: 4648.908203
	Iteration 0F: 3 clusters Score -983763.6 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -986516.187500 Penalty: 4648.908203
	Iteration 1F: 3 clusters Score -986516.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -986864.312500 Penalty: 4648.908203
	Iteration 2F: 3 clusters Score -986864.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -987148.187500 Penalty: 4648.908203
	Iteration 3Q: 3 clusters Score -987148.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -987430.750000 Penalty: 4648.908203
	Iteration 4Q: 3 clusters Score -987430.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -987732.875000 Penalty: 4648.908203
	Iteration 5Q: 3 clusters Score -987732.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -988103.375000 Penalty: 4648.908203
	Iteration 6Q: 3 clusters Score -988103.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -988517.312500 Penalty: 4648.908203
	Iteration 7Q: 3 clusters Score -988517.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -988965.125000 Penalty: 4648.908203
	Iteration 8F: 3 clusters Score -988965.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -989369.625000 Penalty: 4648.908203
	Iteration 9Q: 3 clusters Score -989369.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -989727.250000 Penalty: 4648.908203
	Iteration 10Q: 3 clusters Score -989727.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -990029.437500 Penalty: 4648.908203
	Iteration 11Q: 3 clusters Score -990029.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -990301.687500 Penalty: 4648.908203
	Iteration 12Q: 3 clusters Score -990301.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -990569.687500 Penalty: 4648.908203
	Iteration 13Q: 3 clusters Score -990569.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -990825.000000 Penalty: 4648.908203
	Iteration 14Q: 3 clusters Score -990825 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -991063.750000 Penalty: 4648.908203
	Iteration 15Q: 3 clusters Score -991063.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -991264.062500 Penalty: 4648.908203
	Iteration 16Q: 3 clusters Score -991264.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -991433.312500 Penalty: 4648.908203
	Iteration 17Q: 3 clusters Score -991433.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -991531.500000 Penalty: 4648.908203
	Iteration 18Q: 3 clusters Score -991531.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -991603.250000 Penalty: 4648.908203
	Iteration 19Q: 3 clusters Score -991603.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -991657.562500 Penalty: 4648.908203
	Iteration 20F: 3 clusters Score -991657.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -991687.937500 Penalty: 4648.908203
	Iteration 21Q: 3 clusters Score -991687.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -991710.125000 Penalty: 4648.908203
	Iteration 22Q: 3 clusters Score -991710.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -991730.750000 Penalty: 4648.908203
	Iteration 23Q: 3 clusters Score -991730.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -991744.250000 Penalty: 4648.908203
	Iteration 24Q: 3 clusters Score -991744.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -991762.062500 Penalty: 4648.908203
	Iteration 25Q: 3 clusters Score -991762.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -991772.000000 Penalty: 4648.908203
	Iteration 26Q: 3 clusters Score -991772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -991781.687500 Penalty: 4648.908203
	Iteration 27Q: 3 clusters Score -991781.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -991791.500000 Penalty: 4648.908203
	Iteration 28Q: 3 clusters Score -991791.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -991801.000000 Penalty: 4648.908203
	Iteration 29Q: 3 clusters Score -991801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -991806.687500 Penalty: 4648.908203
	Iteration 30Q: 3 clusters Score -991806.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -991808.750000 Penalty: 4648.908203
	Iteration 31Q: 3 clusters Score -991808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -991808.125000 Penalty: 4648.908203
	Iteration 32Q: 3 clusters Score -991808.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -991815.312500 Penalty: 4648.908203
	Iteration 33Q: 3 clusters Score -991815.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -991817.562500 Penalty: 4648.908203
	Iteration 34Q: 3 clusters Score -991817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -991820.937500 Penalty: 4648.908203
	Iteration 35Q: 3 clusters Score -991820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -991823.437500 Penalty: 4648.908203
	Iteration 36Q: 3 clusters Score -991823.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -991825.562500 Penalty: 4648.908203
	Iteration 37Q: 3 clusters Score -991825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -991826.687500 Penalty: 4648.908203
	Iteration 38Q: 3 clusters Score -991826.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -991827.937500 Penalty: 4648.908203
	Iteration 39Q: 3 clusters Score -991827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -991827.187500 Penalty: 4648.908203
	Iteration 40F: 3 clusters Score -991827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -991828.625000 Penalty: 4648.908203
	Iteration 41Q: 3 clusters Score -991828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -991829.312500 Penalty: 4648.908203
	Iteration 42Q: 3 clusters Score -991829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -991828.750000 Penalty: 4648.908203
	Iteration 43Q: 3 clusters Score -991828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -991830.375000 Penalty: 4648.908203
	Iteration 44Q: 3 clusters Score -991830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -991830.375000 Penalty: 4648.908203
	Iteration 45F: 3 clusters Score -991830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Entering Unmasked Estep 
Score: -1444176.625000 Penalty: 2414.546387
	Iteration 0F: 2 clusters Score -1444177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1432094.750000 Penalty: 4829.092773
	Iteration 0F: 3 clusters Score -1432095 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1436198.875000 Penalty: 4829.092773
	Iteration 1F: 3 clusters Score -1436199 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1436695.875000 Penalty: 4829.092773
	Iteration 2F: 3 clusters Score -1436696 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1437164.375000 Penalty: 4829.092773
	Iteration 3F: 3 clusters Score -1437164 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1437606.375000 Penalty: 4829.092773
	Iteration 4F: 3 clusters Score -1437606 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1438056.750000 Penalty: 4829.092773
	Iteration 5Q: 3 clusters Score -1438057 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1438556.125000 Penalty: 4829.092773
	Iteration 6F: 3 clusters Score -1438556 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1439072.375000 Penalty: 4829.092773
	Iteration 7F: 3 clusters Score -1439072 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1439535.875000 Penalty: 4829.092773
	Iteration 8Q: 3 clusters Score -1439536 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1439905.625000 Penalty: 4829.092773
	Iteration 9Q: 3 clusters Score -1439906 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1440170.625000 Penalty: 4829.092773
	Iteration 10Q: 3 clusters Score -1440171 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1440374.875000 Penalty: 4829.092773
	Iteration 11Q: 3 clusters Score -1440375 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1440534.625000 Penalty: 4829.092773
	Iteration 12Q: 3 clusters Score -1440535 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1440666.000000 Penalty: 4829.092773
	Iteration 13Q: 3 clusters Score -1440666 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1440807.500000 Penalty: 4829.092773
	Iteration 14Q: 3 clusters Score -1440808 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1440948.625000 Penalty: 4829.092773
	Iteration 15Q: 3 clusters Score -1440949 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1441119.625000 Penalty: 4829.092773
	Iteration 16Q: 3 clusters Score -1441120 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1441351.750000 Penalty: 4829.092773
	Iteration 17Q: 3 clusters Score -1441352 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1441612.750000 Penalty: 4829.092773
	Iteration 18Q: 3 clusters Score -1441613 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1441881.500000 Penalty: 4829.092773
	Iteration 19Q: 3 clusters Score -1441882 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1442125.250000 Penalty: 4829.092773
	Iteration 20F: 3 clusters Score -1442125 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1442331.875000 Penalty: 4829.092773
	Iteration 21Q: 3 clusters Score -1442332 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1442526.000000 Penalty: 4829.092773
	Iteration 22Q: 3 clusters Score -1442526 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1442722.625000 Penalty: 4829.092773
	Iteration 23Q: 3 clusters Score -1442723 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1442931.000000 Penalty: 4829.092773
	Iteration 24Q: 3 clusters Score -1442931 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1443104.125000 Penalty: 4829.092773
	Iteration 25Q: 3 clusters Score -1443104 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1443196.500000 Penalty: 4829.092773
	Iteration 26Q: 3 clusters Score -1443196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1443241.875000 Penalty: 4829.092773
	Iteration 27Q: 3 clusters Score -1443242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1443269.500000 Penalty: 4829.092773
	Iteration 28Q: 3 clusters Score -1443270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1443281.500000 Penalty: 4829.092773
	Iteration 29Q: 3 clusters Score -1443282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1443284.875000 Penalty: 4829.092773
	Iteration 30Q: 3 clusters Score -1443285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1443292.500000 Penalty: 4829.092773
	Iteration 31Q: 3 clusters Score -1443292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1443296.000000 Penalty: 4829.092773
	Iteration 32Q: 3 clusters Score -1443296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1443301.125000 Penalty: 4829.092773
	Iteration 33Q: 3 clusters Score -1443301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1443297.375000 Penalty: 4829.092773
	Iteration 34Q: 3 clusters Score -1443297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1443298.500000 Penalty: 4829.092773
	Iteration 35Q: 3 clusters Score -1443298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1443299.000000 Penalty: 4829.092773
	Iteration 36Q: 3 clusters Score -1443299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1443298.375000 Penalty: 4829.092773
	Iteration 37Q: 3 clusters Score -1443298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1443298.375000 Penalty: 4829.092773
	Iteration 38F: 3 clusters Score -1443298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 16297 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 455003 members 
Mstep: Class 12 contains 26439 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 129454 members 
Mstep: Class 19 contains 152517 members 
Mstep: Class 20 contains 211865 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 108426 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 211006 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 20752 members 
Mstep: Class 30 contains 11520 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146456000.000000 Penalty: 124552.312500
Iteration 239Q: 36 clusters Score -1.46456e+08 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 3 contains 25507 members 
Mstep: Class 4 contains 17226 members 
Mstep: Class 5 contains 67234 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18658 members 
Mstep: Class 11 contains 451533 members 
Mstep: Class 12 contains 26455 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 22597 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 40310 members 
Mstep: Class 18 contains 131550 members 
Mstep: Class 19 contains 154116 members 
Mstep: Class 20 contains 212021 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 108675 members 
Mstep: Class 23 contains 14391 members 
Mstep: Class 24 contains 210284 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24424 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 21278 members 
Mstep: Class 30 contains 11539 members 
Mstep: Class 31 contains 11774 members 
Mstep: Class 32 contains 16962 members 
Mstep: Class 33 contains 12334 members 
Mstep: Class 34 contains 2383 members 
Mstep: Class 35 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461040.000000 Penalty: 124552.312500
Iteration 240F: 36 clusters Score -1.46461e+08 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 26779 members 
Mstep: Class 3 contains 25482 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 67154 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18636 members 
Mstep: Class 11 contains 448424 members 
Mstep: Class 12 contains 26377 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 40199 members 
Mstep: Class 18 contains 132108 members 
Mstep: Class 19 contains 155697 members 
Mstep: Class 20 contains 211817 members 
Mstep: Class 21 contains 8529 members 
Mstep: Class 22 contains 108574 members 
Mstep: Class 23 contains 14380 members 
Mstep: Class 24 contains 209591 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 24416 members 
Mstep: Class 27 contains 3985 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 21264 members 
Mstep: Class 30 contains 11515 members 
Mstep: Class 31 contains 11740 members 
Mstep: Class 32 contains 16917 members 
Mstep: Class 33 contains 14702 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146464176.000000 Penalty: 124552.312500
Iteration 241Q: 36 clusters Score -1.464642e+08 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 26758 members 
Mstep: Class 3 contains 25453 members 
Mstep: Class 4 contains 17104 members 
Mstep: Class 5 contains 67086 members 
Mstep: Class 6 contains 2864 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16255 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18623 members 
Mstep: Class 11 contains 445883 members 
Mstep: Class 12 contains 26335 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40098 members 
Mstep: Class 18 contains 132679 members 
Mstep: Class 19 contains 157170 members 
Mstep: Class 20 contains 211582 members 
Mstep: Class 21 contains 8486 members 
Mstep: Class 22 contains 108436 members 
Mstep: Class 23 contains 14367 members 
Mstep: Class 24 contains 208913 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 24407 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 21322 members 
Mstep: Class 30 contains 11487 members 
Mstep: Class 31 contains 11717 members 
Mstep: Class 32 contains 16893 members 
Mstep: Class 33 contains 16552 members 
Mstep: Class 34 contains 2484 members 
Mstep: Class 35 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146466928.000000 Penalty: 124552.312500
Iteration 242Q: 36 clusters Score -1.464669e+08 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 26747 members 
Mstep: Class 3 contains 25431 members 
Mstep: Class 4 contains 17048 members 
Mstep: Class 5 contains 67006 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 443720 members 
Mstep: Class 12 contains 26293 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 22562 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 40021 members 
Mstep: Class 18 contains 133156 members 
Mstep: Class 19 contains 158507 members 
Mstep: Class 20 contains 211286 members 
Mstep: Class 21 contains 8442 members 
Mstep: Class 22 contains 108173 members 
Mstep: Class 23 contains 14361 members 
Mstep: Class 24 contains 208233 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 24399 members 
Mstep: Class 27 contains 3986 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 21371 members 
Mstep: Class 30 contains 11462 members 
Mstep: Class 31 contains 11709 members 
Mstep: Class 32 contains 16889 members 
Mstep: Class 33 contains 18407 members 
Mstep: Class 34 contains 2501 members 
Mstep: Class 35 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469552.000000 Penalty: 124552.312500
Iteration 243Q: 36 clusters Score -1.464696e+08 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 26736 members 
Mstep: Class 3 contains 25406 members 
Mstep: Class 4 contains 17013 members 
Mstep: Class 5 contains 66945 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18596 members 
Mstep: Class 11 contains 441663 members 
Mstep: Class 12 contains 26259 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 22532 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 39931 members 
Mstep: Class 18 contains 133527 members 
Mstep: Class 19 contains 159847 members 
Mstep: Class 20 contains 210972 members 
Mstep: Class 21 contains 8403 members 
Mstep: Class 22 contains 107872 members 
Mstep: Class 23 contains 14354 members 
Mstep: Class 24 contains 207593 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 24395 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 21422 members 
Mstep: Class 30 contains 11433 members 
Mstep: Class 31 contains 11696 members 
Mstep: Class 32 contains 16887 members 
Mstep: Class 33 contains 20256 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470880.000000 Penalty: 124552.312500
Iteration 244Q: 36 clusters Score -1.464709e+08 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 26728 members 
Mstep: Class 3 contains 25375 members 
Mstep: Class 4 contains 16998 members 
Mstep: Class 5 contains 66897 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16247 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 18592 members 
Mstep: Class 11 contains 439794 members 
Mstep: Class 12 contains 26246 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 22506 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 39849 members 
Mstep: Class 18 contains 133812 members 
Mstep: Class 19 contains 161075 members 
Mstep: Class 20 contains 210645 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 107542 members 
Mstep: Class 23 contains 14338 members 
Mstep: Class 24 contains 207009 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 24390 members 
Mstep: Class 27 contains 4000 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 21469 members 
Mstep: Class 30 contains 11411 members 
Mstep: Class 31 contains 11679 members 
Mstep: Class 32 contains 16885 members 
Mstep: Class 33 contains 22059 members 
Mstep: Class 34 contains 2520 members 
Mstep: Class 35 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146473312.000000 Penalty: 124552.312500
Iteration 245Q: 36 clusters Score -1.464733e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26730 members 
Mstep: Class 3 contains 25349 members 
Mstep: Class 4 contains 16965 members 
Mstep: Class 5 contains 66894 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 437995 members 
Mstep: Class 12 contains 26238 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 22479 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 880 members 
Mstep: Class 17 contains 39787 members 
Mstep: Class 18 contains 134039 members 
Mstep: Class 19 contains 162238 members 
Mstep: Class 20 contains 210353 members 
Mstep: Class 21 contains 8308 members 
Mstep: Class 22 contains 107200 members 
Mstep: Class 23 contains 14316 members 
Mstep: Class 24 contains 206452 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24392 members 
Mstep: Class 27 contains 4004 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 21504 members 
Mstep: Class 30 contains 11396 members 
Mstep: Class 31 contains 11670 members 
Mstep: Class 32 contains 16886 members 
Mstep: Class 33 contains 23810 members 
Mstep: Class 34 contains 2526 members 
Mstep: Class 35 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474928.000000 Penalty: 124552.312500
Iteration 246Q: 36 clusters Score -1.464749e+08 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 26730 members 
Mstep: Class 3 contains 25316 members 
Mstep: Class 4 contains 16920 members 
Mstep: Class 5 contains 66899 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 18566 members 
Mstep: Class 11 contains 436350 members 
Mstep: Class 12 contains 26222 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 22465 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 39733 members 
Mstep: Class 18 contains 134189 members 
Mstep: Class 19 contains 163340 members 
Mstep: Class 20 contains 210050 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 106851 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 205920 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 21553 members 
Mstep: Class 30 contains 11384 members 
Mstep: Class 31 contains 11659 members 
Mstep: Class 32 contains 16895 members 
Mstep: Class 33 contains 25530 members 
Mstep: Class 34 contains 2529 members 
Mstep: Class 35 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146476448.000000 Penalty: 124552.312500
Iteration 247Q: 36 clusters Score -1.464764e+08 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 26744 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 16895 members 
Mstep: Class 5 contains 66912 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16234 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 18559 members 
Mstep: Class 11 contains 434744 members 
Mstep: Class 12 contains 26199 members 
Mstep: Class 13 contains 6419 members 
Mstep: Class 14 contains 22446 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 134296 members 
Mstep: Class 19 contains 164360 members 
Mstep: Class 20 contains 209762 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 106510 members 
Mstep: Class 23 contains 14290 members 
Mstep: Class 24 contains 205393 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 21622 members 
Mstep: Class 30 contains 11364 members 
Mstep: Class 31 contains 11644 members 
Mstep: Class 32 contains 16894 members 
Mstep: Class 33 contains 27228 members 
Mstep: Class 34 contains 2531 members 
Mstep: Class 35 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477392.000000 Penalty: 124552.312500
Iteration 248Q: 36 clusters Score -1.464774e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 26755 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 16864 members 
Mstep: Class 5 contains 66929 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 433360 members 
Mstep: Class 12 contains 26152 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 22427 members 
Mstep: Class 15 contains 2872 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 39639 members 
Mstep: Class 18 contains 134395 members 
Mstep: Class 19 contains 165288 members 
Mstep: Class 20 contains 209520 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 106134 members 
Mstep: Class 23 contains 14284 members 
Mstep: Class 24 contains 204917 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 24393 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 21683 members 
Mstep: Class 30 contains 11350 members 
Mstep: Class 31 contains 11638 members 
Mstep: Class 32 contains 16894 members 
Mstep: Class 33 contains 28749 members 
Mstep: Class 34 contains 2534 members 
Mstep: Class 35 contains 4561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478096.000000 Penalty: 124552.312500
Iteration 249Q: 36 clusters Score -1.464781e+08 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 26766 members 
Mstep: Class 3 contains 25239 members 
Mstep: Class 4 contains 16828 members 
Mstep: Class 5 contains 66934 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18586 members 
Mstep: Class 11 contains 432058 members 
Mstep: Class 12 contains 26130 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 22399 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 39613 members 
Mstep: Class 18 contains 134531 members 
Mstep: Class 19 contains 166148 members 
Mstep: Class 20 contains 209326 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 105794 members 
Mstep: Class 23 contains 14283 members 
Mstep: Class 24 contains 204449 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 24398 members 
Mstep: Class 27 contains 4031 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 21724 members 
Mstep: Class 30 contains 11342 members 
Mstep: Class 31 contains 11637 members 
Mstep: Class 32 contains 16909 members 
Mstep: Class 33 contains 30125 members 
Mstep: Class 34 contains 2537 members 
Mstep: Class 35 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478528.000000 Penalty: 124552.312500
Iteration 250Q: 36 clusters Score -1.464785e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 26783 members 
Mstep: Class 3 contains 25217 members 
Mstep: Class 4 contains 16810 members 
Mstep: Class 5 contains 66948 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16221 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18596 members 
Mstep: Class 11 contains 431015 members 
Mstep: Class 12 contains 26089 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 22376 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 39558 members 
Mstep: Class 18 contains 134583 members 
Mstep: Class 19 contains 166927 members 
Mstep: Class 20 contains 209202 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 105459 members 
Mstep: Class 23 contains 14276 members 
Mstep: Class 24 contains 203986 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 24409 members 
Mstep: Class 27 contains 4035 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 21756 members 
Mstep: Class 30 contains 11341 members 
Mstep: Class 31 contains 11635 members 
Mstep: Class 32 contains 16912 members 
Mstep: Class 33 contains 31333 members 
Mstep: Class 34 contains 2538 members 
Mstep: Class 35 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478864.000000 Penalty: 124552.312500
Iteration 251Q: 36 clusters Score -1.464789e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 26795 members 
Mstep: Class 3 contains 25203 members 
Mstep: Class 4 contains 16781 members 
Mstep: Class 5 contains 66957 members 
Mstep: Class 6 contains 2990 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18610 members 
Mstep: Class 11 contains 430157 members 
Mstep: Class 12 contains 26058 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 22357 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 39514 members 
Mstep: Class 18 contains 134671 members 
Mstep: Class 19 contains 167597 members 
Mstep: Class 20 contains 209047 members 
Mstep: Class 21 contains 8058 members 
Mstep: Class 22 contains 105127 members 
Mstep: Class 23 contains 14273 members 
Mstep: Class 24 contains 203560 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 24409 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 21775 members 
Mstep: Class 30 contains 11341 members 
Mstep: Class 31 contains 11630 members 
Mstep: Class 32 contains 16910 members 
Mstep: Class 33 contains 32413 members 
Mstep: Class 34 contains 2542 members 
Mstep: Class 35 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479696.000000 Penalty: 124552.312500
Iteration 252Q: 36 clusters Score -1.464797e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25198 members 
Mstep: Class 4 contains 16751 members 
Mstep: Class 5 contains 66958 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16216 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 18617 members 
Mstep: Class 11 contains 429468 members 
Mstep: Class 12 contains 26033 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 22346 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 885 members 
Mstep: Class 17 contains 39467 members 
Mstep: Class 18 contains 134731 members 
Mstep: Class 19 contains 168171 members 
Mstep: Class 20 contains 208916 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 104768 members 
Mstep: Class 23 contains 14272 members 
Mstep: Class 24 contains 203212 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 24418 members 
Mstep: Class 27 contains 4041 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 21783 members 
Mstep: Class 30 contains 11339 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 16915 members 
Mstep: Class 33 contains 33377 members 
Mstep: Class 34 contains 2544 members 
Mstep: Class 35 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480224.000000 Penalty: 124552.312500
Iteration 253Q: 36 clusters Score -1.464802e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 25190 members 
Mstep: Class 4 contains 16720 members 
Mstep: Class 5 contains 66984 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 428934 members 
Mstep: Class 12 contains 26020 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 22328 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 39434 members 
Mstep: Class 18 contains 134751 members 
Mstep: Class 19 contains 168669 members 
Mstep: Class 20 contains 208771 members 
Mstep: Class 21 contains 7992 members 
Mstep: Class 22 contains 104392 members 
Mstep: Class 23 contains 14271 members 
Mstep: Class 24 contains 202906 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 24427 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 21797 members 
Mstep: Class 30 contains 11338 members 
Mstep: Class 31 contains 11625 members 
Mstep: Class 32 contains 16917 members 
Mstep: Class 33 contains 34266 members 
Mstep: Class 34 contains 2545 members 
Mstep: Class 35 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480704.000000 Penalty: 124552.312500
Iteration 254Q: 36 clusters Score -1.464807e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25181 members 
Mstep: Class 4 contains 16680 members 
Mstep: Class 5 contains 66985 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18627 members 
Mstep: Class 11 contains 428553 members 
Mstep: Class 12 contains 26002 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 22296 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 17 contains 39416 members 
Mstep: Class 18 contains 134763 members 
Mstep: Class 19 contains 169124 members 
Mstep: Class 20 contains 208634 members 
Mstep: Class 21 contains 7967 members 
Mstep: Class 22 contains 103986 members 
Mstep: Class 23 contains 14267 members 
Mstep: Class 24 contains 202600 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24433 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 21824 members 
Mstep: Class 30 contains 11338 members 
Mstep: Class 31 contains 11624 members 
Mstep: Class 32 contains 16917 members 
Mstep: Class 33 contains 35076 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481040.000000 Penalty: 124552.312500
Iteration 255Q: 36 clusters Score -1.46481e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 25171 members 
Mstep: Class 4 contains 16639 members 
Mstep: Class 5 contains 67004 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 428294 members 
Mstep: Class 12 contains 25982 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 22273 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 39385 members 
Mstep: Class 18 contains 134805 members 
Mstep: Class 19 contains 169517 members 
Mstep: Class 20 contains 208493 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 103581 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 202322 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 24433 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 21848 members 
Mstep: Class 30 contains 11329 members 
Mstep: Class 31 contains 11622 members 
Mstep: Class 32 contains 16920 members 
Mstep: Class 33 contains 35776 members 
Mstep: Class 34 contains 2549 members 
Mstep: Class 35 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481488.000000 Penalty: 124552.312500
Iteration 256Q: 36 clusters Score -1.464815e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 26835 members 
Mstep: Class 3 contains 25164 members 
Mstep: Class 4 contains 16600 members 
Mstep: Class 5 contains 67014 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 18645 members 
Mstep: Class 11 contains 428109 members 
Mstep: Class 12 contains 25974 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 22249 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 39370 members 
Mstep: Class 18 contains 134816 members 
Mstep: Class 19 contains 169876 members 
Mstep: Class 20 contains 208367 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 103183 members 
Mstep: Class 23 contains 14259 members 
Mstep: Class 24 contains 202072 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 24432 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 21848 members 
Mstep: Class 30 contains 11329 members 
Mstep: Class 31 contains 11619 members 
Mstep: Class 32 contains 16924 members 
Mstep: Class 33 contains 36390 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482384.000000 Penalty: 124552.312500
Iteration 257Q: 36 clusters Score -1.464824e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 26837 members 
Mstep: Class 3 contains 25161 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 67006 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16203 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 18645 members 
Mstep: Class 11 contains 428001 members 
Mstep: Class 12 contains 25974 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 39352 members 
Mstep: Class 18 contains 134779 members 
Mstep: Class 19 contains 170171 members 
Mstep: Class 20 contains 208260 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 102801 members 
Mstep: Class 23 contains 14256 members 
Mstep: Class 24 contains 201874 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24430 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 21851 members 
Mstep: Class 30 contains 11330 members 
Mstep: Class 31 contains 11616 members 
Mstep: Class 32 contains 16929 members 
Mstep: Class 33 contains 36965 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481936.000000 Penalty: 124552.312500
Iteration 258Q: 36 clusters Score -1.464819e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 26844 members 
Mstep: Class 3 contains 25159 members 
Mstep: Class 4 contains 16515 members 
Mstep: Class 5 contains 67009 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 18646 members 
Mstep: Class 11 contains 428012 members 
Mstep: Class 12 contains 25974 members 
Mstep: Class 13 contains 6397 members 
Mstep: Class 14 contains 22223 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 39332 members 
Mstep: Class 18 contains 134742 members 
Mstep: Class 19 contains 170450 members 
Mstep: Class 20 contains 208131 members 
Mstep: Class 21 contains 7825 members 
Mstep: Class 22 contains 102401 members 
Mstep: Class 23 contains 14256 members 
Mstep: Class 24 contains 201690 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24435 members 
Mstep: Class 27 contains 4055 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 21853 members 
Mstep: Class 30 contains 11333 members 
Mstep: Class 31 contains 11620 members 
Mstep: Class 32 contains 16932 members 
Mstep: Class 33 contains 37464 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482272.000000 Penalty: 124552.312500
Iteration 259Q: 36 clusters Score -1.464823e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 26851 members 
Mstep: Class 3 contains 25149 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 67008 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16198 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 18646 members 
Mstep: Class 11 contains 428088 members 
Mstep: Class 12 contains 25962 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 22212 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 39306 members 
Mstep: Class 18 contains 134683 members 
Mstep: Class 19 contains 170685 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 22 contains 102002 members 
Mstep: Class 23 contains 14257 members 
Mstep: Class 24 contains 201536 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24434 members 
Mstep: Class 27 contains 4053 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 21861 members 
Mstep: Class 30 contains 11325 members 
Mstep: Class 31 contains 11623 members 
Mstep: Class 32 contains 16938 members 
Mstep: Class 33 contains 37922 members 
Mstep: Class 34 contains 2549 members 
Mstep: Class 35 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482832.000000 Penalty: 124552.312500
Iteration 260F: 36 clusters Score -1.464828e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 26856 members 
Mstep: Class 3 contains 25141 members 
Mstep: Class 4 contains 16431 members 
Mstep: Class 5 contains 67002 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 428202 members 
Mstep: Class 12 contains 25960 members 
Mstep: Class 13 contains 6396 members 
Mstep: Class 14 contains 22194 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 17 contains 39283 members 
Mstep: Class 18 contains 134613 members 
Mstep: Class 19 contains 170871 members 
Mstep: Class 20 contains 207958 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 101600 members 
Mstep: Class 23 contains 14255 members 
Mstep: Class 24 contains 201426 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 24439 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21849 members 
Mstep: Class 30 contains 11325 members 
Mstep: Class 31 contains 11627 members 
Mstep: Class 32 contains 16940 members 
Mstep: Class 33 contains 38387 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482992.000000 Penalty: 124552.312500
Iteration 261Q: 36 clusters Score -1.46483e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 26861 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 16400 members 
Mstep: Class 5 contains 67015 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 18645 members 
Mstep: Class 11 contains 428331 members 
Mstep: Class 12 contains 25954 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 22178 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 39246 members 
Mstep: Class 18 contains 134540 members 
Mstep: Class 19 contains 171038 members 
Mstep: Class 20 contains 207854 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 101204 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 201322 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 24440 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 21831 members 
Mstep: Class 30 contains 11329 members 
Mstep: Class 31 contains 11631 members 
Mstep: Class 32 contains 16939 members 
Mstep: Class 33 contains 38829 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482880.000000 Penalty: 124552.312500
Iteration 262Q: 36 clusters Score -1.464829e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 26867 members 
Mstep: Class 3 contains 25131 members 
Mstep: Class 4 contains 16366 members 
Mstep: Class 5 contains 67014 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18645 members 
Mstep: Class 11 contains 428488 members 
Mstep: Class 12 contains 25956 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 22176 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 39220 members 
Mstep: Class 18 contains 134482 members 
Mstep: Class 19 contains 171185 members 
Mstep: Class 20 contains 207758 members 
Mstep: Class 21 contains 7657 members 
Mstep: Class 22 contains 100836 members 
Mstep: Class 23 contains 14261 members 
Mstep: Class 24 contains 201257 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 24442 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 21805 members 
Mstep: Class 30 contains 11320 members 
Mstep: Class 31 contains 11633 members 
Mstep: Class 32 contains 16938 members 
Mstep: Class 33 contains 39193 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482944.000000 Penalty: 124552.312500
Iteration 263Q: 36 clusters Score -1.464829e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 26869 members 
Mstep: Class 3 contains 25121 members 
Mstep: Class 4 contains 16349 members 
Mstep: Class 5 contains 67018 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 428671 members 
Mstep: Class 12 contains 25967 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 22166 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 39199 members 
Mstep: Class 18 contains 134430 members 
Mstep: Class 19 contains 171291 members 
Mstep: Class 20 contains 207687 members 
Mstep: Class 21 contains 7617 members 
Mstep: Class 22 contains 100473 members 
Mstep: Class 23 contains 14260 members 
Mstep: Class 24 contains 201199 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 24445 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 21785 members 
Mstep: Class 30 contains 11315 members 
Mstep: Class 31 contains 11632 members 
Mstep: Class 32 contains 16932 members 
Mstep: Class 33 contains 39489 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483232.000000 Penalty: 124552.312500
Iteration 264Q: 36 clusters Score -1.464832e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 3 contains 25115 members 
Mstep: Class 4 contains 16329 members 
Mstep: Class 5 contains 67018 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 428920 members 
Mstep: Class 12 contains 25975 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 22155 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 39190 members 
Mstep: Class 18 contains 134365 members 
Mstep: Class 19 contains 171390 members 
Mstep: Class 20 contains 207583 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 100078 members 
Mstep: Class 23 contains 14260 members 
Mstep: Class 24 contains 201170 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 24446 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 21770 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 11628 members 
Mstep: Class 32 contains 16934 members 
Mstep: Class 33 contains 39759 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482912.000000 Penalty: 124552.312500
Iteration 265Q: 36 clusters Score -1.464829e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 26881 members 
Mstep: Class 3 contains 25113 members 
Mstep: Class 4 contains 16308 members 
Mstep: Class 5 contains 67013 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 18657 members 
Mstep: Class 11 contains 429176 members 
Mstep: Class 12 contains 25972 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 39178 members 
Mstep: Class 18 contains 134292 members 
Mstep: Class 19 contains 171491 members 
Mstep: Class 20 contains 207515 members 
Mstep: Class 21 contains 7511 members 
Mstep: Class 22 contains 99701 members 
Mstep: Class 23 contains 14263 members 
Mstep: Class 24 contains 201138 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 21755 members 
Mstep: Class 30 contains 11310 members 
Mstep: Class 31 contains 11628 members 
Mstep: Class 32 contains 16937 members 
Mstep: Class 33 contains 39993 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483072.000000 Penalty: 124552.312500
Iteration 266Q: 36 clusters Score -1.464831e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 26883 members 
Mstep: Class 3 contains 25113 members 
Mstep: Class 4 contains 16276 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 429368 members 
Mstep: Class 12 contains 25970 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 22136 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 39155 members 
Mstep: Class 18 contains 134226 members 
Mstep: Class 19 contains 171558 members 
Mstep: Class 20 contains 207473 members 
Mstep: Class 21 contains 7459 members 
Mstep: Class 22 contains 99356 members 
Mstep: Class 23 contains 14267 members 
Mstep: Class 24 contains 201118 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 21735 members 
Mstep: Class 30 contains 11305 members 
Mstep: Class 31 contains 11632 members 
Mstep: Class 32 contains 16938 members 
Mstep: Class 33 contains 40248 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482912.000000 Penalty: 124552.312500
Iteration 267Q: 36 clusters Score -1.464829e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 26888 members 
Mstep: Class 3 contains 25112 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 67028 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 18658 members 
Mstep: Class 11 contains 429599 members 
Mstep: Class 12 contains 25964 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 39126 members 
Mstep: Class 18 contains 134126 members 
Mstep: Class 19 contains 171626 members 
Mstep: Class 20 contains 207428 members 
Mstep: Class 21 contains 7404 members 
Mstep: Class 22 contains 99032 members 
Mstep: Class 23 contains 14270 members 
Mstep: Class 24 contains 201104 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 21718 members 
Mstep: Class 30 contains 11295 members 
Mstep: Class 31 contains 11635 members 
Mstep: Class 32 contains 16939 members 
Mstep: Class 33 contains 40499 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482816.000000 Penalty: 124552.312500
Iteration 268Q: 36 clusters Score -1.464828e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 26892 members 
Mstep: Class 3 contains 25111 members 
Mstep: Class 4 contains 16214 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 18655 members 
Mstep: Class 11 contains 429825 members 
Mstep: Class 12 contains 25956 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 22116 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 39098 members 
Mstep: Class 18 contains 134028 members 
Mstep: Class 19 contains 171683 members 
Mstep: Class 20 contains 207397 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 98731 members 
Mstep: Class 23 contains 14273 members 
Mstep: Class 24 contains 201090 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21701 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11638 members 
Mstep: Class 32 contains 16939 members 
Mstep: Class 33 contains 40731 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483360.000000 Penalty: 124552.312500
Iteration 269Q: 36 clusters Score -1.464834e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 26893 members 
Mstep: Class 3 contains 25109 members 
Mstep: Class 4 contains 16189 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 18645 members 
Mstep: Class 11 contains 430068 members 
Mstep: Class 12 contains 25955 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 22109 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 39066 members 
Mstep: Class 18 contains 133942 members 
Mstep: Class 19 contains 171721 members 
Mstep: Class 20 contains 207370 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 98434 members 
Mstep: Class 23 contains 14277 members 
Mstep: Class 24 contains 201058 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21700 members 
Mstep: Class 30 contains 11280 members 
Mstep: Class 31 contains 11641 members 
Mstep: Class 32 contains 16939 members 
Mstep: Class 33 contains 40958 members 
Mstep: Class 34 contains 2551 members 
Mstep: Class 35 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483504.000000 Penalty: 124552.312500
Iteration 270Q: 36 clusters Score -1.464835e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 26898 members 
Mstep: Class 3 contains 25107 members 
Mstep: Class 4 contains 16160 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 430309 members 
Mstep: Class 12 contains 25954 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 22105 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 39036 members 
Mstep: Class 18 contains 133862 members 
Mstep: Class 19 contains 171738 members 
Mstep: Class 20 contains 207331 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 98156 members 
Mstep: Class 23 contains 14280 members 
Mstep: Class 24 contains 201033 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21683 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11645 members 
Mstep: Class 32 contains 16944 members 
Mstep: Class 33 contains 41156 members 
Mstep: Class 34 contains 2551 members 
Mstep: Class 35 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483616.000000 Penalty: 124552.312500
Iteration 271Q: 36 clusters Score -1.464836e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 26899 members 
Mstep: Class 3 contains 25106 members 
Mstep: Class 4 contains 16127 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 18657 members 
Mstep: Class 11 contains 430518 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 39018 members 
Mstep: Class 18 contains 133788 members 
Mstep: Class 19 contains 171758 members 
Mstep: Class 20 contains 207308 members 
Mstep: Class 21 contains 7154 members 
Mstep: Class 22 contains 97914 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 201006 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24448 members 
Mstep: Class 27 contains 4044 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21665 members 
Mstep: Class 30 contains 11284 members 
Mstep: Class 31 contains 11644 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 41352 members 
Mstep: Class 34 contains 2552 members 
Mstep: Class 35 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483360.000000 Penalty: 124552.312500
Iteration 272Q: 36 clusters Score -1.464834e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 26900 members 
Mstep: Class 3 contains 25103 members 
Mstep: Class 4 contains 16093 members 
Mstep: Class 5 contains 67045 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 430737 members 
Mstep: Class 12 contains 25952 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 38999 members 
Mstep: Class 18 contains 133726 members 
Mstep: Class 19 contains 171777 members 
Mstep: Class 20 contains 207287 members 
Mstep: Class 21 contains 7077 members 
Mstep: Class 22 contains 97657 members 
Mstep: Class 23 contains 14289 members 
Mstep: Class 24 contains 200981 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24448 members 
Mstep: Class 27 contains 4044 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 21645 members 
Mstep: Class 30 contains 11278 members 
Mstep: Class 31 contains 11646 members 
Mstep: Class 32 contains 16964 members 
Mstep: Class 33 contains 41527 members 
Mstep: Class 34 contains 2554 members 
Mstep: Class 35 contains 6119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483360.000000 Penalty: 124552.312500
Iteration 273Q: 36 clusters Score -1.464834e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 26901 members 
Mstep: Class 3 contains 25102 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 67047 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 430970 members 
Mstep: Class 12 contains 25952 members 
Mstep: Class 13 contains 6387 members 
Mstep: Class 14 contains 22138 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 38987 members 
Mstep: Class 18 contains 133678 members 
Mstep: Class 19 contains 171795 members 
Mstep: Class 20 contains 207278 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 97406 members 
Mstep: Class 23 contains 14291 members 
Mstep: Class 24 contains 200950 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 4043 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 21615 members 
Mstep: Class 30 contains 11274 members 
Mstep: Class 31 contains 11647 members 
Mstep: Class 32 contains 16981 members 
Mstep: Class 33 contains 41664 members 
Mstep: Class 34 contains 2556 members 
Mstep: Class 35 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483376.000000 Penalty: 124552.312500
Iteration 274Q: 36 clusters Score -1.464834e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 26902 members 
Mstep: Class 3 contains 25101 members 
Mstep: Class 4 contains 16042 members 
Mstep: Class 5 contains 67050 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 11 contains 431189 members 
Mstep: Class 12 contains 25950 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 22165 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 38980 members 
Mstep: Class 18 contains 133636 members 
Mstep: Class 19 contains 171817 members 
Mstep: Class 20 contains 207262 members 
Mstep: Class 21 contains 6921 members 
Mstep: Class 22 contains 97160 members 
Mstep: Class 23 contains 14293 members 
Mstep: Class 24 contains 200932 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24448 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 21600 members 
Mstep: Class 30 contains 11281 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 16994 members 
Mstep: Class 33 contains 41774 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483392.000000 Penalty: 124552.312500
Iteration 275Q: 36 clusters Score -1.464834e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 26903 members 
Mstep: Class 3 contains 25099 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 67057 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 11 contains 431408 members 
Mstep: Class 12 contains 25957 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 22194 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 38970 members 
Mstep: Class 18 contains 133593 members 
Mstep: Class 19 contains 171830 members 
Mstep: Class 20 contains 207257 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 96898 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 200933 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24447 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21612 members 
Mstep: Class 30 contains 11284 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17008 members 
Mstep: Class 33 contains 41861 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483344.000000 Penalty: 124552.312500
Iteration 276Q: 36 clusters Score -1.464833e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 26903 members 
Mstep: Class 3 contains 25099 members 
Mstep: Class 4 contains 15993 members 
Mstep: Class 5 contains 67061 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 431630 members 
Mstep: Class 12 contains 25957 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 22235 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 38964 members 
Mstep: Class 18 contains 133556 members 
Mstep: Class 19 contains 171838 members 
Mstep: Class 20 contains 207248 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 96662 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 200928 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 4047 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21612 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11657 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 41935 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483392.000000 Penalty: 124552.312500
Iteration 277Q: 36 clusters Score -1.464834e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 26907 members 
Mstep: Class 3 contains 25099 members 
Mstep: Class 4 contains 15970 members 
Mstep: Class 5 contains 67069 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 11 contains 431799 members 
Mstep: Class 12 contains 25959 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 22274 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 38958 members 
Mstep: Class 18 contains 133526 members 
Mstep: Class 19 contains 171850 members 
Mstep: Class 20 contains 207232 members 
Mstep: Class 21 contains 6654 members 
Mstep: Class 22 contains 96493 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 200908 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24452 members 
Mstep: Class 27 contains 4047 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 21610 members 
Mstep: Class 30 contains 11285 members 
Mstep: Class 31 contains 11656 members 
Mstep: Class 32 contains 17023 members 
Mstep: Class 33 contains 42001 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483408.000000 Penalty: 124552.312500
Iteration 278Q: 36 clusters Score -1.464834e+08 nChanged 581
Entering ConstructFrom: 
Score: -146483408.000000 Penalty: 124552.312500
Entering ConstructFrom: 
Trying to split cluster 1 (22533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Entering Unmasked Estep 
Score: -1943330.500000 Penalty: 2485.638672
	Iteration 0F: 2 clusters Score -1943330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1927574.750000 Penalty: 4971.277344
	Iteration 0F: 3 clusters Score -1927575 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1932858.250000 Penalty: 4971.277344
	Iteration 1F: 3 clusters Score -1932858 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1933323.750000 Penalty: 4971.277344
	Iteration 2F: 3 clusters Score -1933324 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1933703.125000 Penalty: 4971.277344
	Iteration 3Q: 3 clusters Score -1933703 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1934053.875000 Penalty: 4971.277344
	Iteration 4Q: 3 clusters Score -1934054 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1934352.375000 Penalty: 4971.277344
	Iteration 5Q: 3 clusters Score -1934352 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1934673.375000 Penalty: 4971.277344
	Iteration 6Q: 3 clusters Score -1934673 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1935020.250000 Penalty: 4971.277344
	Iteration 7Q: 3 clusters Score -1935020 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1935509.250000 Penalty: 4971.277344
	Iteration 8Q: 3 clusters Score -1935509 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1936128.625000 Penalty: 4971.277344
	Iteration 9Q: 3 clusters Score -1936129 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1936928.750000 Penalty: 4971.277344
	Iteration 10F: 3 clusters Score -1936929 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1937916.375000 Penalty: 4971.277344
	Iteration 11F: 3 clusters Score -1937916 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1938933.250000 Penalty: 4971.277344
	Iteration 12F: 3 clusters Score -1938933 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1939717.125000 Penalty: 4971.277344
	Iteration 13Q: 3 clusters Score -1939717 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1940255.500000 Penalty: 4971.277344
	Iteration 14Q: 3 clusters Score -1940256 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1940523.500000 Penalty: 4971.277344
	Iteration 15Q: 3 clusters Score -1940524 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1940706.500000 Penalty: 4971.277344
	Iteration 16Q: 3 clusters Score -1940706 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1940837.750000 Penalty: 4971.277344
	Iteration 17Q: 3 clusters Score -1940838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1940953.625000 Penalty: 4971.277344
	Iteration 18Q: 3 clusters Score -1940954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1941089.125000 Penalty: 4971.277344
	Iteration 19Q: 3 clusters Score -1941089 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1941206.625000 Penalty: 4971.277344
	Iteration 20F: 3 clusters Score -1941207 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1941307.125000 Penalty: 4971.277344
	Iteration 21Q: 3 clusters Score -1941307 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1941405.250000 Penalty: 4971.277344
	Iteration 22Q: 3 clusters Score -1941405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1941497.625000 Penalty: 4971.277344
	Iteration 23Q: 3 clusters Score -1941498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1941557.875000 Penalty: 4971.277344
	Iteration 24Q: 3 clusters Score -1941558 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1941597.000000 Penalty: 4971.277344
	Iteration 25Q: 3 clusters Score -1941597 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1941642.125000 Penalty: 4971.277344
	Iteration 26Q: 3 clusters Score -1941642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1941675.375000 Penalty: 4971.277344
	Iteration 27Q: 3 clusters Score -1941675 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1941698.625000 Penalty: 4971.277344
	Iteration 28Q: 3 clusters Score -1941699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1941723.125000 Penalty: 4971.277344
	Iteration 29Q: 3 clusters Score -1941723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1941727.875000 Penalty: 4971.277344
	Iteration 30Q: 3 clusters Score -1941728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1941743.000000 Penalty: 4971.277344
	Iteration 31Q: 3 clusters Score -1941743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1941750.625000 Penalty: 4971.277344
	Iteration 32Q: 3 clusters Score -1941751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1941757.750000 Penalty: 4971.277344
	Iteration 33Q: 3 clusters Score -1941758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1941760.250000 Penalty: 4971.277344
	Iteration 34Q: 3 clusters Score -1941760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1941768.250000 Penalty: 4971.277344
	Iteration 35Q: 3 clusters Score -1941768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1941768.875000 Penalty: 4971.277344
	Iteration 36Q: 3 clusters Score -1941769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1941773.125000 Penalty: 4971.277344
	Iteration 37Q: 3 clusters Score -1941773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1941780.375000 Penalty: 4971.277344
	Iteration 38Q: 3 clusters Score -1941780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1941774.250000 Penalty: 4971.277344
	Iteration 39Q: 3 clusters Score -1941774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1941779.125000 Penalty: 4971.277344
	Iteration 40F: 3 clusters Score -1941779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1941782.875000 Penalty: 4971.277344
	Iteration 41Q: 3 clusters Score -1941783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1941783.750000 Penalty: 4971.277344
	Iteration 42Q: 3 clusters Score -1941784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1941786.500000 Penalty: 4971.277344
	Iteration 43Q: 3 clusters Score -1941786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1941789.875000 Penalty: 4971.277344
	Iteration 44Q: 3 clusters Score -1941790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1941791.625000 Penalty: 4971.277344
	Iteration 45Q: 3 clusters Score -1941792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1941793.125000 Penalty: 4971.277344
	Iteration 46Q: 3 clusters Score -1941793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1941790.625000 Penalty: 4971.277344
	Iteration 47Q: 3 clusters Score -1941791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1941794.000000 Penalty: 4971.277344
	Iteration 48Q: 3 clusters Score -1941794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1941795.125000 Penalty: 4971.277344
	Iteration 49Q: 3 clusters Score -1941795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1941797.500000 Penalty: 4971.277344
	Iteration 50Q: 3 clusters Score -1941798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1941797.375000 Penalty: 4971.277344
	Iteration 51Q: 3 clusters Score -1941797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1941797.875000 Penalty: 4971.277344
	Iteration 52Q: 3 clusters Score -1941798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1941798.000000 Penalty: 4971.277344
	Iteration 53Q: 3 clusters Score -1941798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1941797.375000 Penalty: 4971.277344
	Iteration 54Q: 3 clusters Score -1941797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1941802.125000 Penalty: 4971.277344
	Iteration 55Q: 3 clusters Score -1941802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1941801.500000 Penalty: 4971.277344
	Iteration 56Q: 3 clusters Score -1941802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1941804.000000 Penalty: 4971.277344
	Iteration 57Q: 3 clusters Score -1941804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1941801.750000 Penalty: 4971.277344
	Iteration 58Q: 3 clusters Score -1941802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1941803.250000 Penalty: 4971.277344
	Iteration 59Q: 3 clusters Score -1941803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1941803.875000 Penalty: 4971.277344
	Iteration 60F: 3 clusters Score -1941804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1941806.625000 Penalty: 4971.277344
	Iteration 61Q: 3 clusters Score -1941807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1941806.500000 Penalty: 4971.277344
	Iteration 62Q: 3 clusters Score -1941806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1941806.500000 Penalty: 4971.277344
	Iteration 63F: 3 clusters Score -1941806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Entering Unmasked Estep 
Score: -2430811.750000 Penalty: 2529.672119
	Iteration 0F: 2 clusters Score -2430812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2412361.750000 Penalty: 5059.344238
	Iteration 0F: 3 clusters Score -2412362 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2418898.000000 Penalty: 5059.344238
	Iteration 1F: 3 clusters Score -2418898 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2419402.500000 Penalty: 5059.344238
	Iteration 2F: 3 clusters Score -2419402 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2419890.250000 Penalty: 5059.344238
	Iteration 3Q: 3 clusters Score -2419890 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2420411.750000 Penalty: 5059.344238
	Iteration 4Q: 3 clusters Score -2420412 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2420863.500000 Penalty: 5059.344238
	Iteration 5Q: 3 clusters Score -2420864 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2421265.500000 Penalty: 5059.344238
	Iteration 6Q: 3 clusters Score -2421266 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2421713.250000 Penalty: 5059.344238
	Iteration 7Q: 3 clusters Score -2421713 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2422195.750000 Penalty: 5059.344238
	Iteration 8Q: 3 clusters Score -2422196 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2422744.000000 Penalty: 5059.344238
	Iteration 9Q: 3 clusters Score -2422744 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2423464.750000 Penalty: 5059.344238
	Iteration 10Q: 3 clusters Score -2423465 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2424292.250000 Penalty: 5059.344238
	Iteration 11Q: 3 clusters Score -2424292 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2425239.500000 Penalty: 5059.344238
	Iteration 12F: 3 clusters Score -2425240 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2426196.500000 Penalty: 5059.344238
	Iteration 13Q: 3 clusters Score -2426196 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2427061.750000 Penalty: 5059.344238
	Iteration 14Q: 3 clusters Score -2427062 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2427710.500000 Penalty: 5059.344238
	Iteration 15Q: 3 clusters Score -2427710 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2428136.000000 Penalty: 5059.344238
	Iteration 16Q: 3 clusters Score -2428136 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2428411.250000 Penalty: 5059.344238
	Iteration 17Q: 3 clusters Score -2428411 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2428587.000000 Penalty: 5059.344238
	Iteration 18Q: 3 clusters Score -2428587 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2428696.500000 Penalty: 5059.344238
	Iteration 19Q: 3 clusters Score -2428696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2428757.500000 Penalty: 5059.344238
	Iteration 20F: 3 clusters Score -2428758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2428816.750000 Penalty: 5059.344238
	Iteration 21Q: 3 clusters Score -2428817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2428854.250000 Penalty: 5059.344238
	Iteration 22Q: 3 clusters Score -2428854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2428879.500000 Penalty: 5059.344238
	Iteration 23Q: 3 clusters Score -2428880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2428888.750000 Penalty: 5059.344238
	Iteration 24Q: 3 clusters Score -2428889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2428893.000000 Penalty: 5059.344238
	Iteration 25Q: 3 clusters Score -2428893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2428899.000000 Penalty: 5059.344238
	Iteration 26Q: 3 clusters Score -2428899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2428902.750000 Penalty: 5059.344238
	Iteration 27Q: 3 clusters Score -2428903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2428905.750000 Penalty: 5059.344238
	Iteration 28Q: 3 clusters Score -2428906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2428913.750000 Penalty: 5059.344238
	Iteration 29Q: 3 clusters Score -2428914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2428918.000000 Penalty: 5059.344238
	Iteration 30Q: 3 clusters Score -2428918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2428917.250000 Penalty: 5059.344238
	Iteration 31Q: 3 clusters Score -2428917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2428921.250000 Penalty: 5059.344238
	Iteration 32Q: 3 clusters Score -2428921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2428921.750000 Penalty: 5059.344238
	Iteration 33Q: 3 clusters Score -2428922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2428922.750000 Penalty: 5059.344238
	Iteration 34Q: 3 clusters Score -2428923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2428925.250000 Penalty: 5059.344238
	Iteration 35Q: 3 clusters Score -2428925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2428933.250000 Penalty: 5059.344238
	Iteration 36Q: 3 clusters Score -2428933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2428933.750000 Penalty: 5059.344238
	Iteration 37Q: 3 clusters Score -2428934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2428937.000000 Penalty: 5059.344238
	Iteration 38Q: 3 clusters Score -2428937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2428939.500000 Penalty: 5059.344238
	Iteration 39Q: 3 clusters Score -2428940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2428937.500000 Penalty: 5059.344238
	Iteration 40F: 3 clusters Score -2428938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2428940.750000 Penalty: 5059.344238
	Iteration 41Q: 3 clusters Score -2428941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2428941.000000 Penalty: 5059.344238
	Iteration 42Q: 3 clusters Score -2428941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2428941.000000 Penalty: 5059.344238
	Iteration 43F: 3 clusters Score -2428941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -2148547.750000 Penalty: 2512.364990
	Iteration 0F: 2 clusters Score -2148548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2131186.500000 Penalty: 5024.729980
	Iteration 0F: 3 clusters Score -2131186 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2137201.500000 Penalty: 5024.729980
	Iteration 1F: 3 clusters Score -2137202 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2137692.500000 Penalty: 5024.729980
	Iteration 2F: 3 clusters Score -2137692 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2138150.000000 Penalty: 5024.729980
	Iteration 3Q: 3 clusters Score -2138150 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2138646.250000 Penalty: 5024.729980
	Iteration 4Q: 3 clusters Score -2138646 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2139299.000000 Penalty: 5024.729980
	Iteration 5F: 3 clusters Score -2139299 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2140162.250000 Penalty: 5024.729980
	Iteration 6F: 3 clusters Score -2140162 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2141289.750000 Penalty: 5024.729980
	Iteration 7F: 3 clusters Score -2141290 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2142580.500000 Penalty: 5024.729980
	Iteration 8F: 3 clusters Score -2142580 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2143845.750000 Penalty: 5024.729980
	Iteration 9F: 3 clusters Score -2143846 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2144857.750000 Penalty: 5024.729980
	Iteration 10Q: 3 clusters Score -2144858 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2145536.000000 Penalty: 5024.729980
	Iteration 11Q: 3 clusters Score -2145536 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2145931.750000 Penalty: 5024.729980
	Iteration 12Q: 3 clusters Score -2145932 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2146137.250000 Penalty: 5024.729980
	Iteration 13Q: 3 clusters Score -2146137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2146240.000000 Penalty: 5024.729980
	Iteration 14Q: 3 clusters Score -2146240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2146290.750000 Penalty: 5024.729980
	Iteration 15Q: 3 clusters Score -2146291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2146339.000000 Penalty: 5024.729980
	Iteration 16Q: 3 clusters Score -2146339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2146372.750000 Penalty: 5024.729980
	Iteration 17Q: 3 clusters Score -2146373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2146392.000000 Penalty: 5024.729980
	Iteration 18Q: 3 clusters Score -2146392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2146397.750000 Penalty: 5024.729980
	Iteration 19Q: 3 clusters Score -2146398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2146400.250000 Penalty: 5024.729980
	Iteration 20F: 3 clusters Score -2146400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2146403.500000 Penalty: 5024.729980
	Iteration 21Q: 3 clusters Score -2146404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2146405.750000 Penalty: 5024.729980
	Iteration 22Q: 3 clusters Score -2146406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2146405.750000 Penalty: 5024.729980
	Iteration 23F: 3 clusters Score -2146406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Entering Unmasked Estep 
Score: -1393731.625000 Penalty: 2399.871338
	Iteration 0F: 2 clusters Score -1393732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1382204.125000 Penalty: 4799.742676
	Iteration 0F: 3 clusters Score -1382204 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1385920.875000 Penalty: 4799.742676
	Iteration 1F: 3 clusters Score -1385921 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1386249.500000 Penalty: 4799.742676
	Iteration 2F: 3 clusters Score -1386250 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1386477.125000 Penalty: 4799.742676
	Iteration 3Q: 3 clusters Score -1386477 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1386645.500000 Penalty: 4799.742676
	Iteration 4Q: 3 clusters Score -1386646 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1386780.125000 Penalty: 4799.742676
	Iteration 5Q: 3 clusters Score -1386780 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1386913.000000 Penalty: 4799.742676
	Iteration 6Q: 3 clusters Score -1386913 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1387046.125000 Penalty: 4799.742676
	Iteration 7Q: 3 clusters Score -1387046 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1387208.875000 Penalty: 4799.742676
	Iteration 8Q: 3 clusters Score -1387209 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1387405.250000 Penalty: 4799.742676
	Iteration 9Q: 3 clusters Score -1387405 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1387670.625000 Penalty: 4799.742676
	Iteration 10Q: 3 clusters Score -1387671 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1388043.125000 Penalty: 4799.742676
	Iteration 11Q: 3 clusters Score -1388043 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1388526.625000 Penalty: 4799.742676
	Iteration 12Q: 3 clusters Score -1388527 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1389104.625000 Penalty: 4799.742676
	Iteration 13Q: 3 clusters Score -1389105 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1389742.750000 Penalty: 4799.742676
	Iteration 14Q: 3 clusters Score -1389743 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1390281.750000 Penalty: 4799.742676
	Iteration 15Q: 3 clusters Score -1390282 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1390700.375000 Penalty: 4799.742676
	Iteration 16Q: 3 clusters Score -1390700 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1391041.250000 Penalty: 4799.742676
	Iteration 17Q: 3 clusters Score -1391041 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1391270.125000 Penalty: 4799.742676
	Iteration 18Q: 3 clusters Score -1391270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1391415.125000 Penalty: 4799.742676
	Iteration 19Q: 3 clusters Score -1391415 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1391516.375000 Penalty: 4799.742676
	Iteration 20F: 3 clusters Score -1391516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1391590.250000 Penalty: 4799.742676
	Iteration 21Q: 3 clusters Score -1391590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1391633.125000 Penalty: 4799.742676
	Iteration 22Q: 3 clusters Score -1391633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1391663.125000 Penalty: 4799.742676
	Iteration 23Q: 3 clusters Score -1391663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1391681.625000 Penalty: 4799.742676
	Iteration 24Q: 3 clusters Score -1391682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1391696.875000 Penalty: 4799.742676
	Iteration 25Q: 3 clusters Score -1391697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1391712.250000 Penalty: 4799.742676
	Iteration 26Q: 3 clusters Score -1391712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1391719.000000 Penalty: 4799.742676
	Iteration 27Q: 3 clusters Score -1391719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1391729.750000 Penalty: 4799.742676
	Iteration 28Q: 3 clusters Score -1391730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1391735.875000 Penalty: 4799.742676
	Iteration 29Q: 3 clusters Score -1391736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1391742.500000 Penalty: 4799.742676
	Iteration 30Q: 3 clusters Score -1391742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1391743.625000 Penalty: 4799.742676
	Iteration 31Q: 3 clusters Score -1391744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1391746.750000 Penalty: 4799.742676
	Iteration 32Q: 3 clusters Score -1391747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1391747.125000 Penalty: 4799.742676
	Iteration 33Q: 3 clusters Score -1391747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1391749.625000 Penalty: 4799.742676
	Iteration 34Q: 3 clusters Score -1391750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1391748.250000 Penalty: 4799.742676
	Iteration 35Q: 3 clusters Score -1391748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1391748.250000 Penalty: 4799.742676
	Iteration 36F: 3 clusters Score -1391748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Entering Unmasked Estep 
Score: -6030189.000000 Penalty: 2756.172119
	Iteration 0F: 2 clusters Score -6030189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5985067.500000 Penalty: 5512.344238
	Iteration 0F: 3 clusters Score -5985068 nChanged 31361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6003281.500000 Penalty: 5512.344238
	Iteration 1F: 3 clusters Score -6003282 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -6004658.500000 Penalty: 5512.344238
	Iteration 2Q: 3 clusters Score -6004658 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -6006545.000000 Penalty: 5512.344238
	Iteration 3F: 3 clusters Score -6006545 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6008962.000000 Penalty: 5512.344238
	Iteration 4F: 3 clusters Score -6008962 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6011808.000000 Penalty: 5512.344238
	Iteration 5F: 3 clusters Score -6011808 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -6015216.500000 Penalty: 5512.344238
	Iteration 6F: 3 clusters Score -6015216 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6019141.500000 Penalty: 5512.344238
	Iteration 7F: 3 clusters Score -6019142 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6022707.000000 Penalty: 5512.344238
	Iteration 8F: 3 clusters Score -6022707 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -6025382.000000 Penalty: 5512.344238
	Iteration 9Q: 3 clusters Score -6025382 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -6026812.500000 Penalty: 5512.344238
	Iteration 10Q: 3 clusters Score -6026812 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6027530.500000 Penalty: 5512.344238
	Iteration 11Q: 3 clusters Score -6027530 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6027904.500000 Penalty: 5512.344238
	Iteration 12Q: 3 clusters Score -6027904 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6028186.000000 Penalty: 5512.344238
	Iteration 13Q: 3 clusters Score -6028186 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6028368.000000 Penalty: 5512.344238
	Iteration 14Q: 3 clusters Score -6028368 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6028484.000000 Penalty: 5512.344238
	Iteration 15Q: 3 clusters Score -6028484 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6028586.500000 Penalty: 5512.344238
	Iteration 16Q: 3 clusters Score -6028586 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6028642.500000 Penalty: 5512.344238
	Iteration 17Q: 3 clusters Score -6028642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6028670.000000 Penalty: 5512.344238
	Iteration 18Q: 3 clusters Score -6028670 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6028694.500000 Penalty: 5512.344238
	Iteration 19Q: 3 clusters Score -6028694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6028714.000000 Penalty: 5512.344238
	Iteration 20F: 3 clusters Score -6028714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6028718.500000 Penalty: 5512.344238
	Iteration 21Q: 3 clusters Score -6028718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6028721.500000 Penalty: 5512.344238
	Iteration 22Q: 3 clusters Score -6028722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6028732.000000 Penalty: 5512.344238
	Iteration 23Q: 3 clusters Score -6028732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6028732.000000 Penalty: 5512.344238
	Iteration 24Q: 3 clusters Score -6028732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6028739.000000 Penalty: 5512.344238
	Iteration 25Q: 3 clusters Score -6028739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6028758.500000 Penalty: 5512.344238
	Iteration 26Q: 3 clusters Score -6028758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6028764.000000 Penalty: 5512.344238
	Iteration 27Q: 3 clusters Score -6028764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6028769.500000 Penalty: 5512.344238
	Iteration 28Q: 3 clusters Score -6028770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6028765.000000 Penalty: 5512.344238
	Iteration 29Q: 3 clusters Score -6028765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6028772.500000 Penalty: 5512.344238
	Iteration 30Q: 3 clusters Score -6028772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6028785.500000 Penalty: 5512.344238
	Iteration 31Q: 3 clusters Score -6028786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6028780.500000 Penalty: 5512.344238
	Iteration 32Q: 3 clusters Score -6028780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6028782.000000 Penalty: 5512.344238
	Iteration 33Q: 3 clusters Score -6028782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6028784.500000 Penalty: 5512.344238
	Iteration 34Q: 3 clusters Score -6028784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6028780.000000 Penalty: 5512.344238
	Iteration 35Q: 3 clusters Score -6028780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6028777.500000 Penalty: 5512.344238
	Iteration 36Q: 3 clusters Score -6028778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6028787.000000 Penalty: 5512.344238
	Iteration 37Q: 3 clusters Score -6028787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6028789.000000 Penalty: 5512.344238
	Iteration 38Q: 3 clusters Score -6028789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6028804.000000 Penalty: 5512.344238
	Iteration 39Q: 3 clusters Score -6028804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6028802.500000 Penalty: 5512.344238
	Iteration 40F: 3 clusters Score -6028802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6028803.500000 Penalty: 5512.344238
	Iteration 41Q: 3 clusters Score -6028804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6028791.000000 Penalty: 5512.344238
	Iteration 42Q: 3 clusters Score -6028791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6028806.000000 Penalty: 5512.344238
	Iteration 43Q: 3 clusters Score -6028806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6028811.500000 Penalty: 5512.344238
	Iteration 44Q: 3 clusters Score -6028812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6028806.500000 Penalty: 5512.344238
	Iteration 45Q: 3 clusters Score -6028806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6028811.000000 Penalty: 5512.344238
	Iteration 46Q: 3 clusters Score -6028811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6028816.000000 Penalty: 5512.344238
	Iteration 47Q: 3 clusters Score -6028816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6028821.500000 Penalty: 5512.344238
	Iteration 48Q: 3 clusters Score -6028822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6028822.500000 Penalty: 5512.344238
	Iteration 49Q: 3 clusters Score -6028822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6028821.000000 Penalty: 5512.344238
	Iteration 50Q: 3 clusters Score -6028821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6028820.500000 Penalty: 5512.344238
	Iteration 51Q: 3 clusters Score -6028820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6028826.500000 Penalty: 5512.344238
	Iteration 52Q: 3 clusters Score -6028826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6028831.500000 Penalty: 5512.344238
	Iteration 53Q: 3 clusters Score -6028832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6028834.000000 Penalty: 5512.344238
	Iteration 54Q: 3 clusters Score -6028834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6028836.000000 Penalty: 5512.344238
	Iteration 55Q: 3 clusters Score -6028836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6028828.000000 Penalty: 5512.344238
	Iteration 56Q: 3 clusters Score -6028828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6028833.500000 Penalty: 5512.344238
	Iteration 57Q: 3 clusters Score -6028834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6028832.500000 Penalty: 5512.344238
	Iteration 58Q: 3 clusters Score -6028832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6028835.000000 Penalty: 5512.344238
	Iteration 59Q: 3 clusters Score -6028835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6028835.000000 Penalty: 5512.344238
	Iteration 60F: 3 clusters Score -6028835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -240506.609375 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -240506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -237307.296875 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -237307.3 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238030.890625 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -238030.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -238232.234375 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -238232.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -238365.062500 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -238365.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -238507.703125 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -238507.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -238610.187500 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -238610.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238688.375000 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -238688.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -238763.234375 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -238763.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -238830.437500 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -238830.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -238895.609375 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -238895.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -238957.421875 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -238957.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239013.765625 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -239013.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -239054.343750 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -239054.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -239087.765625 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -239087.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -239115.812500 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -239115.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -239137.296875 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -239137.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -239152.031250 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -239152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -239160.968750 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -239161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -239170.406250 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -239170.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -239179.546875 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -239179.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -239185.671875 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -239185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -239189.750000 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -239189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -239194.015625 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -239194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -239200.531250 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -239200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -239208.312500 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -239208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -239213.203125 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -239213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -239215.000000 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -239215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -239217.140625 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -239217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -239218.421875 Penalty: 3972.314453
	Iteration 28Q: 3 clusters Score -239218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -239219.343750 Penalty: 3972.314453
	Iteration 29Q: 3 clusters Score -239219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -239219.343750 Penalty: 3972.314453
	Iteration 30F: 3 clusters Score -239219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -22390.472656 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -22390.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21225.023438 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -21225.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21302.789062 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -21302.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21326.716797 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -21326.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21332.498047 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -21332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21334.298828 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -21334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21339.474609 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -21339.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21339.474609 Penalty: 2837.274658
	Iteration 6F: 3 clusters Score -21339.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Entering Unmasked Estep 
Score: -1456733.875000 Penalty: 2403.714355
	Iteration 0F: 2 clusters Score -1456734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1445235.125000 Penalty: 4807.428711
	Iteration 0F: 3 clusters Score -1445235 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1448859.500000 Penalty: 4807.428711
	Iteration 1F: 3 clusters Score -1448860 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1449223.250000 Penalty: 4807.428711
	Iteration 2F: 3 clusters Score -1449223 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1449508.625000 Penalty: 4807.428711
	Iteration 3Q: 3 clusters Score -1449509 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1449738.375000 Penalty: 4807.428711
	Iteration 4Q: 3 clusters Score -1449738 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1449960.250000 Penalty: 4807.428711
	Iteration 5Q: 3 clusters Score -1449960 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1450159.875000 Penalty: 4807.428711
	Iteration 6Q: 3 clusters Score -1450160 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1450340.125000 Penalty: 4807.428711
	Iteration 7Q: 3 clusters Score -1450340 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1450504.375000 Penalty: 4807.428711
	Iteration 8Q: 3 clusters Score -1450504 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1450704.375000 Penalty: 4807.428711
	Iteration 9Q: 3 clusters Score -1450704 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1450938.125000 Penalty: 4807.428711
	Iteration 10Q: 3 clusters Score -1450938 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1451192.375000 Penalty: 4807.428711
	Iteration 11Q: 3 clusters Score -1451192 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1451490.125000 Penalty: 4807.428711
	Iteration 12Q: 3 clusters Score -1451490 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1451829.750000 Penalty: 4807.428711
	Iteration 13Q: 3 clusters Score -1451830 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1452231.125000 Penalty: 4807.428711
	Iteration 14Q: 3 clusters Score -1452231 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1452653.125000 Penalty: 4807.428711
	Iteration 15Q: 3 clusters Score -1452653 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1453103.875000 Penalty: 4807.428711
	Iteration 16Q: 3 clusters Score -1453104 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1453516.125000 Penalty: 4807.428711
	Iteration 17Q: 3 clusters Score -1453516 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1453901.375000 Penalty: 4807.428711
	Iteration 18Q: 3 clusters Score -1453901 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1454198.375000 Penalty: 4807.428711
	Iteration 19Q: 3 clusters Score -1454198 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1454381.250000 Penalty: 4807.428711
	Iteration 20F: 3 clusters Score -1454381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1454526.500000 Penalty: 4807.428711
	Iteration 21Q: 3 clusters Score -1454526 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1454656.375000 Penalty: 4807.428711
	Iteration 22Q: 3 clusters Score -1454656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1454747.500000 Penalty: 4807.428711
	Iteration 23Q: 3 clusters Score -1454748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1454801.625000 Penalty: 4807.428711
	Iteration 24Q: 3 clusters Score -1454802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1454841.750000 Penalty: 4807.428711
	Iteration 25Q: 3 clusters Score -1454842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1454873.875000 Penalty: 4807.428711
	Iteration 26Q: 3 clusters Score -1454874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1454901.125000 Penalty: 4807.428711
	Iteration 27Q: 3 clusters Score -1454901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1454911.125000 Penalty: 4807.428711
	Iteration 28Q: 3 clusters Score -1454911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1454918.625000 Penalty: 4807.428711
	Iteration 29Q: 3 clusters Score -1454919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1454920.250000 Penalty: 4807.428711
	Iteration 30Q: 3 clusters Score -1454920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1454921.500000 Penalty: 4807.428711
	Iteration 31Q: 3 clusters Score -1454922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1454921.500000 Penalty: 4807.428711
	Iteration 32F: 3 clusters Score -1454922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -193570.234375 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -193570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -190692.734375 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -190692.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -191266.171875 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -191266.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -191414.578125 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -191414.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -191479.031250 Penalty: 3850.458740
	Iteration 3Q: 3 clusters Score -191479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -191535.484375 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -191535.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -191579.265625 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -191579.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -191627.390625 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -191627.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -191669.171875 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -191669.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -191706.218750 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -191706.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -191751.453125 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -191751.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -191788.671875 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -191788.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -191840.093750 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -191840.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -191901.687500 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -191901.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -191963.312500 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -191963.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -192017.781250 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -192017.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -192066.859375 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -192066.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -192109.281250 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -192109.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -192141.062500 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -192141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -192159.703125 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -192159.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -192174.375000 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -192174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -192185.078125 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -192185.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -192196.187500 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -192196.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -192207.203125 Penalty: 3850.458740
	Iteration 22Q: 3 clusters Score -192207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -192215.921875 Penalty: 3850.458740
	Iteration 23Q: 3 clusters Score -192215.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -192222.109375 Penalty: 3850.458740
	Iteration 24Q: 3 clusters Score -192222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -192226.234375 Penalty: 3850.458740
	Iteration 25Q: 3 clusters Score -192226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -192229.828125 Penalty: 3850.458740
	Iteration 26Q: 3 clusters Score -192229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -192232.468750 Penalty: 3850.458740
	Iteration 27Q: 3 clusters Score -192232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -192236.578125 Penalty: 3850.458740
	Iteration 28Q: 3 clusters Score -192236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -192239.390625 Penalty: 3850.458740
	Iteration 29Q: 3 clusters Score -192239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -192242.359375 Penalty: 3850.458740
	Iteration 30Q: 3 clusters Score -192242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -192243.156250 Penalty: 3850.458740
	Iteration 31Q: 3 clusters Score -192243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -192244.078125 Penalty: 3850.458740
	Iteration 32Q: 3 clusters Score -192244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -192244.843750 Penalty: 3850.458740
	Iteration 33Q: 3 clusters Score -192244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -192245.687500 Penalty: 3850.458740
	Iteration 34Q: 3 clusters Score -192245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -192246.718750 Penalty: 3850.458740
	Iteration 35Q: 3 clusters Score -192246.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -192247.312500 Penalty: 3850.458740
	Iteration 36Q: 3 clusters Score -192247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -192247.312500 Penalty: 3850.458740
	Iteration 37F: 3 clusters Score -192247.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Entering Unmasked Estep 
Score: -1625857.875000 Penalty: 2438.866211
	Iteration 0F: 2 clusters Score -1625858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1612707.500000 Penalty: 4877.732422
	Iteration 0F: 3 clusters Score -1612708 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1617086.375000 Penalty: 4877.732422
	Iteration 1F: 3 clusters Score -1617086 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1617616.875000 Penalty: 4877.732422
	Iteration 2F: 3 clusters Score -1617617 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1618101.500000 Penalty: 4877.732422
	Iteration 3F: 3 clusters Score -1618102 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1618493.500000 Penalty: 4877.732422
	Iteration 4Q: 3 clusters Score -1618494 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1618824.000000 Penalty: 4877.732422
	Iteration 5Q: 3 clusters Score -1618824 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1619141.500000 Penalty: 4877.732422
	Iteration 6Q: 3 clusters Score -1619142 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1619430.500000 Penalty: 4877.732422
	Iteration 7Q: 3 clusters Score -1619430 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1619758.375000 Penalty: 4877.732422
	Iteration 8Q: 3 clusters Score -1619758 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1620072.875000 Penalty: 4877.732422
	Iteration 9Q: 3 clusters Score -1620073 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1620363.375000 Penalty: 4877.732422
	Iteration 10Q: 3 clusters Score -1620363 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1620661.750000 Penalty: 4877.732422
	Iteration 11Q: 3 clusters Score -1620662 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1620973.250000 Penalty: 4877.732422
	Iteration 12Q: 3 clusters Score -1620973 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1621332.375000 Penalty: 4877.732422
	Iteration 13Q: 3 clusters Score -1621332 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1621655.500000 Penalty: 4877.732422
	Iteration 14Q: 3 clusters Score -1621656 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1621903.375000 Penalty: 4877.732422
	Iteration 15Q: 3 clusters Score -1621903 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1622053.250000 Penalty: 4877.732422
	Iteration 16Q: 3 clusters Score -1622053 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1622159.750000 Penalty: 4877.732422
	Iteration 17Q: 3 clusters Score -1622160 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1622250.125000 Penalty: 4877.732422
	Iteration 18Q: 3 clusters Score -1622250 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1622333.750000 Penalty: 4877.732422
	Iteration 19Q: 3 clusters Score -1622334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1622392.750000 Penalty: 4877.732422
	Iteration 20F: 3 clusters Score -1622393 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1622464.125000 Penalty: 4877.732422
	Iteration 21Q: 3 clusters Score -1622464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1622513.625000 Penalty: 4877.732422
	Iteration 22Q: 3 clusters Score -1622514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1622558.875000 Penalty: 4877.732422
	Iteration 23Q: 3 clusters Score -1622559 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1622589.750000 Penalty: 4877.732422
	Iteration 24Q: 3 clusters Score -1622590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1622626.375000 Penalty: 4877.732422
	Iteration 25Q: 3 clusters Score -1622626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1622660.375000 Penalty: 4877.732422
	Iteration 26Q: 3 clusters Score -1622660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1622686.625000 Penalty: 4877.732422
	Iteration 27Q: 3 clusters Score -1622687 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1622714.125000 Penalty: 4877.732422
	Iteration 28Q: 3 clusters Score -1622714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1622746.000000 Penalty: 4877.732422
	Iteration 29Q: 3 clusters Score -1622746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1622787.375000 Penalty: 4877.732422
	Iteration 30Q: 3 clusters Score -1622787 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1622827.750000 Penalty: 4877.732422
	Iteration 31Q: 3 clusters Score -1622828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1622870.625000 Penalty: 4877.732422
	Iteration 32Q: 3 clusters Score -1622871 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1622921.000000 Penalty: 4877.732422
	Iteration 33Q: 3 clusters Score -1622921 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1622970.375000 Penalty: 4877.732422
	Iteration 34Q: 3 clusters Score -1622970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1623014.625000 Penalty: 4877.732422
	Iteration 35Q: 3 clusters Score -1623015 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1623042.125000 Penalty: 4877.732422
	Iteration 36Q: 3 clusters Score -1623042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1623077.750000 Penalty: 4877.732422
	Iteration 37Q: 3 clusters Score -1623078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1623119.250000 Penalty: 4877.732422
	Iteration 38Q: 3 clusters Score -1623119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1623160.375000 Penalty: 4877.732422
	Iteration 39Q: 3 clusters Score -1623160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1623191.875000 Penalty: 4877.732422
	Iteration 40F: 3 clusters Score -1623192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1623219.375000 Penalty: 4877.732422
	Iteration 41Q: 3 clusters Score -1623219 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1623241.875000 Penalty: 4877.732422
	Iteration 42Q: 3 clusters Score -1623242 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1623274.250000 Penalty: 4877.732422
	Iteration 43Q: 3 clusters Score -1623274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1623299.500000 Penalty: 4877.732422
	Iteration 44Q: 3 clusters Score -1623300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1623336.250000 Penalty: 4877.732422
	Iteration 45Q: 3 clusters Score -1623336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1623366.625000 Penalty: 4877.732422
	Iteration 46Q: 3 clusters Score -1623367 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1623392.750000 Penalty: 4877.732422
	Iteration 47Q: 3 clusters Score -1623393 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1623442.625000 Penalty: 4877.732422
	Iteration 48Q: 3 clusters Score -1623443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1623482.625000 Penalty: 4877.732422
	Iteration 49Q: 3 clusters Score -1623483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1623516.375000 Penalty: 4877.732422
	Iteration 50Q: 3 clusters Score -1623516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1623539.875000 Penalty: 4877.732422
	Iteration 51Q: 3 clusters Score -1623540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1623566.750000 Penalty: 4877.732422
	Iteration 52Q: 3 clusters Score -1623567 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1623586.500000 Penalty: 4877.732422
	Iteration 53Q: 3 clusters Score -1623586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1623604.000000 Penalty: 4877.732422
	Iteration 54Q: 3 clusters Score -1623604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1623606.375000 Penalty: 4877.732422
	Iteration 55Q: 3 clusters Score -1623606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1623618.875000 Penalty: 4877.732422
	Iteration 56Q: 3 clusters Score -1623619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1623626.000000 Penalty: 4877.732422
	Iteration 57Q: 3 clusters Score -1623626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1623634.250000 Penalty: 4877.732422
	Iteration 58Q: 3 clusters Score -1623634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1623634.250000 Penalty: 4877.732422
	Iteration 59Q: 3 clusters Score -1623634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1623636.625000 Penalty: 4877.732422
	Iteration 60F: 3 clusters Score -1623637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1623643.125000 Penalty: 4877.732422
	Iteration 61Q: 3 clusters Score -1623643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1623642.375000 Penalty: 4877.732422
	Iteration 62Q: 3 clusters Score -1623642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1623649.250000 Penalty: 4877.732422
	Iteration 63Q: 3 clusters Score -1623649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1623654.625000 Penalty: 4877.732422
	Iteration 64Q: 3 clusters Score -1623655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1623653.625000 Penalty: 4877.732422
	Iteration 65Q: 3 clusters Score -1623654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1623653.000000 Penalty: 4877.732422
	Iteration 66Q: 3 clusters Score -1623653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1623658.250000 Penalty: 4877.732422
	Iteration 67Q: 3 clusters Score -1623658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1623658.625000 Penalty: 4877.732422
	Iteration 68Q: 3 clusters Score -1623659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1623656.875000 Penalty: 4877.732422
	Iteration 69Q: 3 clusters Score -1623657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1623654.875000 Penalty: 4877.732422
	Iteration 70Q: 3 clusters Score -1623655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1623659.625000 Penalty: 4877.732422
	Iteration 71Q: 3 clusters Score -1623660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1623663.250000 Penalty: 4877.732422
	Iteration 72Q: 3 clusters Score -1623663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1623670.750000 Penalty: 4877.732422
	Iteration 73Q: 3 clusters Score -1623671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1623668.125000 Penalty: 4877.732422
	Iteration 74Q: 3 clusters Score -1623668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1623678.375000 Penalty: 4877.732422
	Iteration 75Q: 3 clusters Score -1623678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1623680.250000 Penalty: 4877.732422
	Iteration 76Q: 3 clusters Score -1623680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1623681.250000 Penalty: 4877.732422
	Iteration 77Q: 3 clusters Score -1623681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1623681.375000 Penalty: 4877.732422
	Iteration 78Q: 3 clusters Score -1623681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1623681.250000 Penalty: 4877.732422
	Iteration 79Q: 3 clusters Score -1623681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1623680.250000 Penalty: 4877.732422
	Iteration 80F: 3 clusters Score -1623680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1623683.750000 Penalty: 4877.732422
	Iteration 81Q: 3 clusters Score -1623684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1623680.875000 Penalty: 4877.732422
	Iteration 82Q: 3 clusters Score -1623681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1623685.125000 Penalty: 4877.732422
	Iteration 83Q: 3 clusters Score -1623685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1623686.750000 Penalty: 4877.732422
	Iteration 84Q: 3 clusters Score -1623687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1623684.000000 Penalty: 4877.732422
	Iteration 85Q: 3 clusters Score -1623684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1623687.500000 Penalty: 4877.732422
	Iteration 86Q: 3 clusters Score -1623688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1623687.500000 Penalty: 4877.732422
	Iteration 87F: 3 clusters Score -1623688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (431986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431986 members 
Entering Unmasked Estep 
Score: -38113564.000000 Penalty: 3218.084961
	Iteration 0F: 2 clusters Score -3.811356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 216481 members 
Entering Unmasked Estep 
Score: -37830064.000000 Penalty: 6436.169922
	Iteration 0F: 3 clusters Score -3.783006e+07 nChanged 210409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203986 members 
Mstep: Class 2 contains 228000 members 
Entering Unmasked Estep 
Score: -37955584.000000 Penalty: 6436.169922
	Iteration 1F: 3 clusters Score -3.795558e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195984 members 
Mstep: Class 2 contains 236002 members 
Entering Unmasked Estep 
Score: -37958808.000000 Penalty: 6436.169922
	Iteration 2Q: 3 clusters Score -3.795881e+07 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183387 members 
Mstep: Class 2 contains 248599 members 
Entering Unmasked Estep 
Score: -37964228.000000 Penalty: 6436.169922
	Iteration 3Q: 3 clusters Score -3.796423e+07 nChanged 21471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 267912 members 
Entering Unmasked Estep 
Score: -37974408.000000 Penalty: 6436.169922
	Iteration 4Q: 3 clusters Score -3.797441e+07 nChanged 29179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Mstep: Class 2 contains 295793 members 
Entering Unmasked Estep 
Score: -37993448.000000 Penalty: 6436.169922
	Iteration 5F: 3 clusters Score -3.799345e+07 nChanged 36638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 331853 members 
Entering Unmasked Estep 
Score: -38023476.000000 Penalty: 6436.169922
	Iteration 6F: 3 clusters Score -3.802348e+07 nChanged 38241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 369972 members 
Entering Unmasked Estep 
Score: -38057412.000000 Penalty: 6436.169922
	Iteration 7F: 3 clusters Score -3.805741e+07 nChanged 29633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 399561 members 
Entering Unmasked Estep 
Score: -38084564.000000 Penalty: 6436.169922
	Iteration 8F: 3 clusters Score -3.808456e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 416067 members 
Entering Unmasked Estep 
Score: -38100116.000000 Penalty: 6436.169922
	Iteration 9Q: 3 clusters Score -3.810012e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 423094 members 
Entering Unmasked Estep 
Score: -38105884.000000 Penalty: 6436.169922
	Iteration 10Q: 3 clusters Score -3.810588e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 425924 members 
Entering Unmasked Estep 
Score: -38108124.000000 Penalty: 6436.169922
	Iteration 11Q: 3 clusters Score -3.810812e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 427312 members 
Entering Unmasked Estep 
Score: -38109088.000000 Penalty: 6436.169922
	Iteration 12Q: 3 clusters Score -3.810909e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 428093 members 
Entering Unmasked Estep 
Score: -38109648.000000 Penalty: 6436.169922
	Iteration 13Q: 3 clusters Score -3.810965e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 428605 members 
Entering Unmasked Estep 
Score: -38109872.000000 Penalty: 6436.169922
	Iteration 14Q: 3 clusters Score -3.810987e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 428966 members 
Entering Unmasked Estep 
Score: -38110092.000000 Penalty: 6436.169922
	Iteration 15Q: 3 clusters Score -3.811009e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 429222 members 
Entering Unmasked Estep 
Score: -38110332.000000 Penalty: 6436.169922
	Iteration 16Q: 3 clusters Score -3.811033e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 429424 members 
Entering Unmasked Estep 
Score: -38110380.000000 Penalty: 6436.169922
	Iteration 17Q: 3 clusters Score -3.811038e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 429580 members 
Entering Unmasked Estep 
Score: -38110452.000000 Penalty: 6436.169922
	Iteration 18Q: 3 clusters Score -3.811045e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 429686 members 
Entering Unmasked Estep 
Score: -38110476.000000 Penalty: 6436.169922
	Iteration 19Q: 3 clusters Score -3.811048e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 429790 members 
Entering Unmasked Estep 
Score: -38110540.000000 Penalty: 6436.169922
	Iteration 20F: 3 clusters Score -3.811054e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 429885 members 
Entering Unmasked Estep 
Score: -38110592.000000 Penalty: 6436.169922
	Iteration 21Q: 3 clusters Score -3.811059e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 429962 members 
Entering Unmasked Estep 
Score: -38110608.000000 Penalty: 6436.169922
	Iteration 22Q: 3 clusters Score -3.811061e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 430018 members 
Entering Unmasked Estep 
Score: -38110588.000000 Penalty: 6436.169922
	Iteration 23Q: 3 clusters Score -3.811059e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 430067 members 
Entering Unmasked Estep 
Score: -38110680.000000 Penalty: 6436.169922
	Iteration 24Q: 3 clusters Score -3.811068e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 430117 members 
Entering Unmasked Estep 
Score: -38110628.000000 Penalty: 6436.169922
	Iteration 25Q: 3 clusters Score -3.811063e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 430180 members 
Entering Unmasked Estep 
Score: -38110684.000000 Penalty: 6436.169922
	Iteration 26Q: 3 clusters Score -3.811068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 430216 members 
Entering Unmasked Estep 
Score: -38110728.000000 Penalty: 6436.169922
	Iteration 27Q: 3 clusters Score -3.811073e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 430261 members 
Entering Unmasked Estep 
Score: -38110712.000000 Penalty: 6436.169922
	Iteration 28Q: 3 clusters Score -3.811071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 430289 members 
Entering Unmasked Estep 
Score: -38110728.000000 Penalty: 6436.169922
	Iteration 29Q: 3 clusters Score -3.811073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 430321 members 
Entering Unmasked Estep 
Score: -38110752.000000 Penalty: 6436.169922
	Iteration 30Q: 3 clusters Score -3.811075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 430344 members 
Entering Unmasked Estep 
Score: -38110756.000000 Penalty: 6436.169922
	Iteration 31Q: 3 clusters Score -3.811076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 430371 members 
Entering Unmasked Estep 
Score: -38110740.000000 Penalty: 6436.169922
	Iteration 32Q: 3 clusters Score -3.811074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 430383 members 
Entering Unmasked Estep 
Score: -38110744.000000 Penalty: 6436.169922
	Iteration 33Q: 3 clusters Score -3.811074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 430403 members 
Entering Unmasked Estep 
Score: -38110752.000000 Penalty: 6436.169922
	Iteration 34Q: 3 clusters Score -3.811075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 430416 members 
Entering Unmasked Estep 
Score: -38110780.000000 Penalty: 6436.169922
	Iteration 35Q: 3 clusters Score -3.811078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 430436 members 
Entering Unmasked Estep 
Score: -38110776.000000 Penalty: 6436.169922
	Iteration 36Q: 3 clusters Score -3.811078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 430454 members 
Entering Unmasked Estep 
Score: -38110784.000000 Penalty: 6436.169922
	Iteration 37Q: 3 clusters Score -3.811078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 430469 members 
Entering Unmasked Estep 
Score: -38110812.000000 Penalty: 6436.169922
	Iteration 38Q: 3 clusters Score -3.811081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 430480 members 
Entering Unmasked Estep 
Score: -38110816.000000 Penalty: 6436.169922
	Iteration 39Q: 3 clusters Score -3.811082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 430487 members 
Entering Unmasked Estep 
Score: -38110824.000000 Penalty: 6436.169922
	Iteration 40F: 3 clusters Score -3.811082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 430489 members 
Entering Unmasked Estep 
Score: -38110836.000000 Penalty: 6436.169922
	Iteration 41Q: 3 clusters Score -3.811084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 430490 members 
Entering Unmasked Estep 
Score: -38110840.000000 Penalty: 6436.169922
	Iteration 42Q: 3 clusters Score -3.811084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 430494 members 
Entering Unmasked Estep 
Score: -38110820.000000 Penalty: 6436.169922
	Iteration 43Q: 3 clusters Score -3.811082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 430499 members 
Entering Unmasked Estep 
Score: -38110828.000000 Penalty: 6436.169922
	Iteration 44Q: 3 clusters Score -3.811083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 430505 members 
Entering Unmasked Estep 
Score: -38110860.000000 Penalty: 6436.169922
	Iteration 45Q: 3 clusters Score -3.811086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 430510 members 
Entering Unmasked Estep 
Score: -38110828.000000 Penalty: 6436.169922
	Iteration 46Q: 3 clusters Score -3.811083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 430506 members 
Entering Unmasked Estep 
Score: -38110852.000000 Penalty: 6436.169922
	Iteration 47Q: 3 clusters Score -3.811085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 430505 members 
Entering Unmasked Estep 
Score: -38110840.000000 Penalty: 6436.169922
	Iteration 48Q: 3 clusters Score -3.811084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 430507 members 
Entering Unmasked Estep 
Score: -38110852.000000 Penalty: 6436.169922
	Iteration 49Q: 3 clusters Score -3.811085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 430511 members 
Entering Unmasked Estep 
Score: -38110832.000000 Penalty: 6436.169922
	Iteration 50Q: 3 clusters Score -3.811083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 430520 members 
Entering Unmasked Estep 
Score: -38110828.000000 Penalty: 6436.169922
	Iteration 51Q: 3 clusters Score -3.811083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 430522 members 
Entering Unmasked Estep 
Score: -38110828.000000 Penalty: 6436.169922
	Iteration 52Q: 3 clusters Score -3.811083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 430525 members 
Entering Unmasked Estep 
Score: -38110828.000000 Penalty: 6436.169922
	Iteration 53Q: 3 clusters Score -3.811083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 430529 members 
Entering Unmasked Estep 
Score: -38110820.000000 Penalty: 6436.169922
	Iteration 54Q: 3 clusters Score -3.811082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 430534 members 
Entering Unmasked Estep 
Score: -38110836.000000 Penalty: 6436.169922
	Iteration 55Q: 3 clusters Score -3.811084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 430540 members 
Entering Unmasked Estep 
Score: -38110832.000000 Penalty: 6436.169922
	Iteration 56Q: 3 clusters Score -3.811083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 430545 members 
Entering Unmasked Estep 
Score: -38110848.000000 Penalty: 6436.169922
	Iteration 57Q: 3 clusters Score -3.811085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 430549 members 
Entering Unmasked Estep 
Score: -38110836.000000 Penalty: 6436.169922
	Iteration 58Q: 3 clusters Score -3.811084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 430553 members 
Entering Unmasked Estep 
Score: -38110844.000000 Penalty: 6436.169922
	Iteration 59Q: 3 clusters Score -3.811084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 430555 members 
Entering Unmasked Estep 
Score: -38110856.000000 Penalty: 6436.169922
	Iteration 60F: 3 clusters Score -3.811086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 430557 members 
Entering Unmasked Estep 
Score: -38110860.000000 Penalty: 6436.169922
	Iteration 61Q: 3 clusters Score -3.811086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 430558 members 
Entering Unmasked Estep 
Score: -38110848.000000 Penalty: 6436.169922
	Iteration 62Q: 3 clusters Score -3.811085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 430558 members 
Entering Unmasked Estep 
Score: -38110848.000000 Penalty: 6436.169922
	Iteration 63F: 3 clusters Score -3.811085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Entering Unmasked Estep 
Score: -2262049.750000 Penalty: 2520.787598
	Iteration 0F: 2 clusters Score -2262050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2244157.750000 Penalty: 5041.575195
	Iteration 0F: 3 clusters Score -2244158 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2250513.250000 Penalty: 5041.575195
	Iteration 1F: 3 clusters Score -2250513 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2250938.500000 Penalty: 5041.575195
	Iteration 2Q: 3 clusters Score -2250938 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2251338.750000 Penalty: 5041.575195
	Iteration 3Q: 3 clusters Score -2251339 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2251742.000000 Penalty: 5041.575195
	Iteration 4Q: 3 clusters Score -2251742 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2252232.500000 Penalty: 5041.575195
	Iteration 5Q: 3 clusters Score -2252232 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2252752.250000 Penalty: 5041.575195
	Iteration 6Q: 3 clusters Score -2252752 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2253333.250000 Penalty: 5041.575195
	Iteration 7Q: 3 clusters Score -2253333 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2253954.750000 Penalty: 5041.575195
	Iteration 8Q: 3 clusters Score -2253955 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2254572.000000 Penalty: 5041.575195
	Iteration 9Q: 3 clusters Score -2254572 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2255195.500000 Penalty: 5041.575195
	Iteration 10Q: 3 clusters Score -2255196 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2255759.000000 Penalty: 5041.575195
	Iteration 11Q: 3 clusters Score -2255759 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2256221.000000 Penalty: 5041.575195
	Iteration 12Q: 3 clusters Score -2256221 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2256572.500000 Penalty: 5041.575195
	Iteration 13Q: 3 clusters Score -2256572 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2256868.000000 Penalty: 5041.575195
	Iteration 14Q: 3 clusters Score -2256868 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2257097.000000 Penalty: 5041.575195
	Iteration 15Q: 3 clusters Score -2257097 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2257282.750000 Penalty: 5041.575195
	Iteration 16Q: 3 clusters Score -2257283 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2257459.750000 Penalty: 5041.575195
	Iteration 17Q: 3 clusters Score -2257460 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2257623.000000 Penalty: 5041.575195
	Iteration 18Q: 3 clusters Score -2257623 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2257745.500000 Penalty: 5041.575195
	Iteration 19Q: 3 clusters Score -2257746 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2257881.000000 Penalty: 5041.575195
	Iteration 20F: 3 clusters Score -2257881 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2258014.250000 Penalty: 5041.575195
	Iteration 21Q: 3 clusters Score -2258014 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2258163.000000 Penalty: 5041.575195
	Iteration 22Q: 3 clusters Score -2258163 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2258324.750000 Penalty: 5041.575195
	Iteration 23Q: 3 clusters Score -2258325 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2258475.750000 Penalty: 5041.575195
	Iteration 24Q: 3 clusters Score -2258476 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2258610.750000 Penalty: 5041.575195
	Iteration 25Q: 3 clusters Score -2258611 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2258755.750000 Penalty: 5041.575195
	Iteration 26Q: 3 clusters Score -2258756 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2258899.250000 Penalty: 5041.575195
	Iteration 27Q: 3 clusters Score -2258899 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2259021.250000 Penalty: 5041.575195
	Iteration 28Q: 3 clusters Score -2259021 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2259122.750000 Penalty: 5041.575195
	Iteration 29Q: 3 clusters Score -2259123 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2259230.500000 Penalty: 5041.575195
	Iteration 30Q: 3 clusters Score -2259230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2259306.250000 Penalty: 5041.575195
	Iteration 31Q: 3 clusters Score -2259306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2259385.500000 Penalty: 5041.575195
	Iteration 32Q: 3 clusters Score -2259386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2259460.000000 Penalty: 5041.575195
	Iteration 33Q: 3 clusters Score -2259460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2259520.250000 Penalty: 5041.575195
	Iteration 34Q: 3 clusters Score -2259520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2259570.000000 Penalty: 5041.575195
	Iteration 35Q: 3 clusters Score -2259570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2259608.000000 Penalty: 5041.575195
	Iteration 36Q: 3 clusters Score -2259608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2259656.750000 Penalty: 5041.575195
	Iteration 37Q: 3 clusters Score -2259657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2259686.750000 Penalty: 5041.575195
	Iteration 38Q: 3 clusters Score -2259687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2259716.000000 Penalty: 5041.575195
	Iteration 39Q: 3 clusters Score -2259716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2259729.000000 Penalty: 5041.575195
	Iteration 40F: 3 clusters Score -2259729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2259735.500000 Penalty: 5041.575195
	Iteration 41Q: 3 clusters Score -2259736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2259750.000000 Penalty: 5041.575195
	Iteration 42Q: 3 clusters Score -2259750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2259766.500000 Penalty: 5041.575195
	Iteration 43Q: 3 clusters Score -2259766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2259787.000000 Penalty: 5041.575195
	Iteration 44Q: 3 clusters Score -2259787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2259797.000000 Penalty: 5041.575195
	Iteration 45Q: 3 clusters Score -2259797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2259810.250000 Penalty: 5041.575195
	Iteration 46Q: 3 clusters Score -2259810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2259820.250000 Penalty: 5041.575195
	Iteration 47Q: 3 clusters Score -2259820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2259826.250000 Penalty: 5041.575195
	Iteration 48Q: 3 clusters Score -2259826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2259835.250000 Penalty: 5041.575195
	Iteration 49Q: 3 clusters Score -2259835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2259852.250000 Penalty: 5041.575195
	Iteration 50Q: 3 clusters Score -2259852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2259858.750000 Penalty: 5041.575195
	Iteration 51Q: 3 clusters Score -2259859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2259869.500000 Penalty: 5041.575195
	Iteration 52Q: 3 clusters Score -2259870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2259872.750000 Penalty: 5041.575195
	Iteration 53Q: 3 clusters Score -2259873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2259872.000000 Penalty: 5041.575195
	Iteration 54Q: 3 clusters Score -2259872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2259877.750000 Penalty: 5041.575195
	Iteration 55Q: 3 clusters Score -2259878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2259879.750000 Penalty: 5041.575195
	Iteration 56Q: 3 clusters Score -2259880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2259879.250000 Penalty: 5041.575195
	Iteration 57Q: 3 clusters Score -2259879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2259886.250000 Penalty: 5041.575195
	Iteration 58Q: 3 clusters Score -2259886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2259888.000000 Penalty: 5041.575195
	Iteration 59Q: 3 clusters Score -2259888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2259889.500000 Penalty: 5041.575195
	Iteration 60F: 3 clusters Score -2259890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2259897.250000 Penalty: 5041.575195
	Iteration 61Q: 3 clusters Score -2259897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2259902.500000 Penalty: 5041.575195
	Iteration 62Q: 3 clusters Score -2259902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2259900.250000 Penalty: 5041.575195
	Iteration 63Q: 3 clusters Score -2259900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2259902.750000 Penalty: 5041.575195
	Iteration 64Q: 3 clusters Score -2259903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2259907.750000 Penalty: 5041.575195
	Iteration 65Q: 3 clusters Score -2259908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2259912.500000 Penalty: 5041.575195
	Iteration 66Q: 3 clusters Score -2259912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2259912.750000 Penalty: 5041.575195
	Iteration 67Q: 3 clusters Score -2259913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2259913.250000 Penalty: 5041.575195
	Iteration 68Q: 3 clusters Score -2259913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2259916.000000 Penalty: 5041.575195
	Iteration 69Q: 3 clusters Score -2259916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2259919.500000 Penalty: 5041.575195
	Iteration 70Q: 3 clusters Score -2259920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2259923.500000 Penalty: 5041.575195
	Iteration 71Q: 3 clusters Score -2259924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2259924.000000 Penalty: 5041.575195
	Iteration 72Q: 3 clusters Score -2259924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2259923.000000 Penalty: 5041.575195
	Iteration 73Q: 3 clusters Score -2259923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2259923.750000 Penalty: 5041.575195
	Iteration 74Q: 3 clusters Score -2259924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2259926.500000 Penalty: 5041.575195
	Iteration 75Q: 3 clusters Score -2259926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2259926.000000 Penalty: 5041.575195
	Iteration 76Q: 3 clusters Score -2259926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2259927.000000 Penalty: 5041.575195
	Iteration 77Q: 3 clusters Score -2259927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2259929.000000 Penalty: 5041.575195
	Iteration 78Q: 3 clusters Score -2259929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2259932.750000 Penalty: 5041.575195
	Iteration 79Q: 3 clusters Score -2259933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2259933.250000 Penalty: 5041.575195
	Iteration 80F: 3 clusters Score -2259933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2259931.750000 Penalty: 5041.575195
	Iteration 81Q: 3 clusters Score -2259932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2259931.000000 Penalty: 5041.575195
	Iteration 82Q: 3 clusters Score -2259931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2259931.000000 Penalty: 5041.575195
	Iteration 83F: 3 clusters Score -2259931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -545749.250000 Penalty: 2173.252441
	Iteration 0F: 2 clusters Score -545749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -540357.625000 Penalty: 4346.504883
	Iteration 0F: 3 clusters Score -540357.6 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -541763.875000 Penalty: 4346.504883
	Iteration 1F: 3 clusters Score -541763.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -541985.250000 Penalty: 4346.504883
	Iteration 2F: 3 clusters Score -541985.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -542143.312500 Penalty: 4346.504883
	Iteration 3Q: 3 clusters Score -542143.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -542286.062500 Penalty: 4346.504883
	Iteration 4Q: 3 clusters Score -542286.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -542411.125000 Penalty: 4346.504883
	Iteration 5Q: 3 clusters Score -542411.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -542512.437500 Penalty: 4346.504883
	Iteration 6Q: 3 clusters Score -542512.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -542617.375000 Penalty: 4346.504883
	Iteration 7Q: 3 clusters Score -542617.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -542735.750000 Penalty: 4346.504883
	Iteration 8Q: 3 clusters Score -542735.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -542851.937500 Penalty: 4346.504883
	Iteration 9Q: 3 clusters Score -542851.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -542974.000000 Penalty: 4346.504883
	Iteration 10Q: 3 clusters Score -542974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -543095.187500 Penalty: 4346.504883
	Iteration 11Q: 3 clusters Score -543095.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -543189.750000 Penalty: 4346.504883
	Iteration 12Q: 3 clusters Score -543189.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -543250.187500 Penalty: 4346.504883
	Iteration 13Q: 3 clusters Score -543250.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -543308.625000 Penalty: 4346.504883
	Iteration 14Q: 3 clusters Score -543308.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -543364.312500 Penalty: 4346.504883
	Iteration 15Q: 3 clusters Score -543364.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -543409.500000 Penalty: 4346.504883
	Iteration 16Q: 3 clusters Score -543409.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -543458.250000 Penalty: 4346.504883
	Iteration 17Q: 3 clusters Score -543458.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -543498.500000 Penalty: 4346.504883
	Iteration 18Q: 3 clusters Score -543498.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -543518.812500 Penalty: 4346.504883
	Iteration 19Q: 3 clusters Score -543518.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -543548.125000 Penalty: 4346.504883
	Iteration 20F: 3 clusters Score -543548.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -543572.000000 Penalty: 4346.504883
	Iteration 21Q: 3 clusters Score -543572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -543585.812500 Penalty: 4346.504883
	Iteration 22Q: 3 clusters Score -543585.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -543603.812500 Penalty: 4346.504883
	Iteration 23Q: 3 clusters Score -543603.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -543617.187500 Penalty: 4346.504883
	Iteration 24Q: 3 clusters Score -543617.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -543624.312500 Penalty: 4346.504883
	Iteration 25Q: 3 clusters Score -543624.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -543633.875000 Penalty: 4346.504883
	Iteration 26Q: 3 clusters Score -543633.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -543644.000000 Penalty: 4346.504883
	Iteration 27Q: 3 clusters Score -543644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -543653.500000 Penalty: 4346.504883
	Iteration 28Q: 3 clusters Score -543653.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -543663.250000 Penalty: 4346.504883
	Iteration 29Q: 3 clusters Score -543663.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -543670.437500 Penalty: 4346.504883
	Iteration 30Q: 3 clusters Score -543670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -543674.312500 Penalty: 4346.504883
	Iteration 31Q: 3 clusters Score -543674.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -543677.375000 Penalty: 4346.504883
	Iteration 32Q: 3 clusters Score -543677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -543680.812500 Penalty: 4346.504883
	Iteration 33Q: 3 clusters Score -543680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -543685.187500 Penalty: 4346.504883
	Iteration 34Q: 3 clusters Score -543685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -543690.562500 Penalty: 4346.504883
	Iteration 35Q: 3 clusters Score -543690.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -543696.625000 Penalty: 4346.504883
	Iteration 36Q: 3 clusters Score -543696.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -543699.437500 Penalty: 4346.504883
	Iteration 37Q: 3 clusters Score -543699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -543701.750000 Penalty: 4346.504883
	Iteration 38Q: 3 clusters Score -543701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -543704.500000 Penalty: 4346.504883
	Iteration 39Q: 3 clusters Score -543704.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -543706.187500 Penalty: 4346.504883
	Iteration 40F: 3 clusters Score -543706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -543708.687500 Penalty: 4346.504883
	Iteration 41Q: 3 clusters Score -543708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -543710.875000 Penalty: 4346.504883
	Iteration 42Q: 3 clusters Score -543710.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -543715.562500 Penalty: 4346.504883
	Iteration 43Q: 3 clusters Score -543715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -543716.875000 Penalty: 4346.504883
	Iteration 44Q: 3 clusters Score -543716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -543717.875000 Penalty: 4346.504883
	Iteration 45Q: 3 clusters Score -543717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -543718.187500 Penalty: 4346.504883
	Iteration 46Q: 3 clusters Score -543718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -543720.187500 Penalty: 4346.504883
	Iteration 47Q: 3 clusters Score -543720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -543720.312500 Penalty: 4346.504883
	Iteration 48Q: 3 clusters Score -543720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -543721.562500 Penalty: 4346.504883
	Iteration 49Q: 3 clusters Score -543721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -543721.625000 Penalty: 4346.504883
	Iteration 50Q: 3 clusters Score -543721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -543721.937500 Penalty: 4346.504883
	Iteration 51Q: 3 clusters Score -543721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -543721.937500 Penalty: 4346.504883
	Iteration 52F: 3 clusters Score -543721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Entering Unmasked Estep 
Score: -1956317.250000 Penalty: 2483.094238
	Iteration 0F: 2 clusters Score -1956317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1940734.000000 Penalty: 4966.188477
	Iteration 0F: 3 clusters Score -1940734 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1945826.500000 Penalty: 4966.188477
	Iteration 1F: 3 clusters Score -1945826 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1946192.750000 Penalty: 4966.188477
	Iteration 2Q: 3 clusters Score -1946193 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1946510.500000 Penalty: 4966.188477
	Iteration 3Q: 3 clusters Score -1946510 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1946816.500000 Penalty: 4966.188477
	Iteration 4Q: 3 clusters Score -1946816 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1947158.000000 Penalty: 4966.188477
	Iteration 5Q: 3 clusters Score -1947158 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1947571.750000 Penalty: 4966.188477
	Iteration 6Q: 3 clusters Score -1947572 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1948151.500000 Penalty: 4966.188477
	Iteration 7Q: 3 clusters Score -1948152 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1948956.875000 Penalty: 4966.188477
	Iteration 8F: 3 clusters Score -1948957 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1949903.250000 Penalty: 4966.188477
	Iteration 9F: 3 clusters Score -1949903 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1950878.375000 Penalty: 4966.188477
	Iteration 10F: 3 clusters Score -1950878 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1951738.250000 Penalty: 4966.188477
	Iteration 11Q: 3 clusters Score -1951738 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1952398.000000 Penalty: 4966.188477
	Iteration 12Q: 3 clusters Score -1952398 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1952913.625000 Penalty: 4966.188477
	Iteration 13Q: 3 clusters Score -1952914 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1953257.875000 Penalty: 4966.188477
	Iteration 14Q: 3 clusters Score -1953258 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1953489.875000 Penalty: 4966.188477
	Iteration 15Q: 3 clusters Score -1953490 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1953643.375000 Penalty: 4966.188477
	Iteration 16Q: 3 clusters Score -1953643 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1953741.750000 Penalty: 4966.188477
	Iteration 17Q: 3 clusters Score -1953742 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1953802.625000 Penalty: 4966.188477
	Iteration 18Q: 3 clusters Score -1953803 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1953843.750000 Penalty: 4966.188477
	Iteration 19Q: 3 clusters Score -1953844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1953896.250000 Penalty: 4966.188477
	Iteration 20F: 3 clusters Score -1953896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1953932.375000 Penalty: 4966.188477
	Iteration 21Q: 3 clusters Score -1953932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1953954.875000 Penalty: 4966.188477
	Iteration 22Q: 3 clusters Score -1953955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1953975.750000 Penalty: 4966.188477
	Iteration 23Q: 3 clusters Score -1953976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1954001.750000 Penalty: 4966.188477
	Iteration 24Q: 3 clusters Score -1954002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -1954007.375000 Penalty: 4966.188477
	Iteration 25Q: 3 clusters Score -1954007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1954026.625000 Penalty: 4966.188477
	Iteration 26Q: 3 clusters Score -1954027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1954036.375000 Penalty: 4966.188477
	Iteration 27Q: 3 clusters Score -1954036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1954047.625000 Penalty: 4966.188477
	Iteration 28Q: 3 clusters Score -1954048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1954055.625000 Penalty: 4966.188477
	Iteration 29Q: 3 clusters Score -1954056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1954065.125000 Penalty: 4966.188477
	Iteration 30Q: 3 clusters Score -1954065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -1954073.875000 Penalty: 4966.188477
	Iteration 31Q: 3 clusters Score -1954074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -1954077.750000 Penalty: 4966.188477
	Iteration 32Q: 3 clusters Score -1954078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1954086.125000 Penalty: 4966.188477
	Iteration 33Q: 3 clusters Score -1954086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1954090.625000 Penalty: 4966.188477
	Iteration 34Q: 3 clusters Score -1954091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1954094.125000 Penalty: 4966.188477
	Iteration 35Q: 3 clusters Score -1954094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1954103.500000 Penalty: 4966.188477
	Iteration 36Q: 3 clusters Score -1954104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1954114.750000 Penalty: 4966.188477
	Iteration 37Q: 3 clusters Score -1954115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -1954118.875000 Penalty: 4966.188477
	Iteration 38Q: 3 clusters Score -1954119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1954126.375000 Penalty: 4966.188477
	Iteration 39Q: 3 clusters Score -1954126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1954125.625000 Penalty: 4966.188477
	Iteration 40F: 3 clusters Score -1954126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1954125.875000 Penalty: 4966.188477
	Iteration 41Q: 3 clusters Score -1954126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1954130.750000 Penalty: 4966.188477
	Iteration 42Q: 3 clusters Score -1954131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1954135.375000 Penalty: 4966.188477
	Iteration 43Q: 3 clusters Score -1954135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1954142.000000 Penalty: 4966.188477
	Iteration 44Q: 3 clusters Score -1954142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1954143.625000 Penalty: 4966.188477
	Iteration 45Q: 3 clusters Score -1954144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1954146.125000 Penalty: 4966.188477
	Iteration 46Q: 3 clusters Score -1954146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1954152.125000 Penalty: 4966.188477
	Iteration 47Q: 3 clusters Score -1954152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -1954155.375000 Penalty: 4966.188477
	Iteration 48Q: 3 clusters Score -1954155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -1954154.375000 Penalty: 4966.188477
	Iteration 49Q: 3 clusters Score -1954154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -1954152.625000 Penalty: 4966.188477
	Iteration 50Q: 3 clusters Score -1954153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1954154.125000 Penalty: 4966.188477
	Iteration 51Q: 3 clusters Score -1954154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1954153.125000 Penalty: 4966.188477
	Iteration 52Q: 3 clusters Score -1954153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1954153.875000 Penalty: 4966.188477
	Iteration 53Q: 3 clusters Score -1954154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1954155.125000 Penalty: 4966.188477
	Iteration 54Q: 3 clusters Score -1954155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1954157.000000 Penalty: 4966.188477
	Iteration 55Q: 3 clusters Score -1954157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1954159.375000 Penalty: 4966.188477
	Iteration 56Q: 3 clusters Score -1954159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1954159.375000 Penalty: 4966.188477
	Iteration 57F: 3 clusters Score -1954159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -255806.203125 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -255806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -252515.875000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -252515.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -253156.296875 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -253156.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -253324.187500 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -253324.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -253464.500000 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -253464.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -253584.812500 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -253584.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -253692.828125 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -253692.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -253781.453125 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -253781.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -253870.203125 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -253870.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -253936.640625 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -253936.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -253989.750000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -253989.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -254028.921875 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -254028.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -254060.781250 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -254060.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -254088.375000 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -254088.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -254117.703125 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -254117.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -254146.234375 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -254146.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -254168.453125 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -254168.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -254191.125000 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -254191.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -254209.718750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -254209.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -254228.031250 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -254228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -254248.218750 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -254248.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -254260.890625 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -254260.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -254271.281250 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -254271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -254276.484375 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -254276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -254284.796875 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -254284.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -254299.593750 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -254299.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -254312.125000 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -254312.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -254323.234375 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -254323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -254329.265625 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -254329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -254335.312500 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -254335.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -254341.609375 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -254341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -254348.546875 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -254348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -254355.781250 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -254355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -254364.531250 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -254364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -254373.859375 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -254373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -254378.546875 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -254378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -254382.000000 Penalty: 3979.031250
	Iteration 35Q: 3 clusters Score -254382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -254384.062500 Penalty: 3979.031250
	Iteration 36Q: 3 clusters Score -254384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -254389.765625 Penalty: 3979.031250
	Iteration 37Q: 3 clusters Score -254389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -254392.640625 Penalty: 3979.031250
	Iteration 38Q: 3 clusters Score -254392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -254395.750000 Penalty: 3979.031250
	Iteration 39Q: 3 clusters Score -254395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -254396.906250 Penalty: 3979.031250
	Iteration 40F: 3 clusters Score -254396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -254399.531250 Penalty: 3979.031250
	Iteration 41Q: 3 clusters Score -254399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -254402.578125 Penalty: 3979.031250
	Iteration 42Q: 3 clusters Score -254402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -254406.421875 Penalty: 3979.031250
	Iteration 43Q: 3 clusters Score -254406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -254412.515625 Penalty: 3979.031250
	Iteration 44Q: 3 clusters Score -254412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -254418.031250 Penalty: 3979.031250
	Iteration 45Q: 3 clusters Score -254418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -254420.000000 Penalty: 3979.031250
	Iteration 46Q: 3 clusters Score -254420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -254422.671875 Penalty: 3979.031250
	Iteration 47Q: 3 clusters Score -254422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -254423.890625 Penalty: 3979.031250
	Iteration 48Q: 3 clusters Score -254423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -254423.890625 Penalty: 3979.031250
	Iteration 49F: 3 clusters Score -254423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -78076.414062 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -78076.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76161.687500 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -76161.69 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76420.125000 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -76420.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76481.968750 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -76481.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76523.937500 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -76523.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76552.765625 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -76552.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76568.703125 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -76568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76575.867188 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -76575.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76578.328125 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -76578.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76582.937500 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -76582.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76585.695312 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -76585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76590.921875 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -76590.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76595.382812 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -76595.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76597.890625 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -76597.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76597.890625 Penalty: 3400.282715
	Iteration 13F: 3 clusters Score -76597.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Entering Unmasked Estep 
Score: -3557176.750000 Penalty: 2621.374756
	Iteration 0F: 2 clusters Score -3557177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3530836.500000 Penalty: 5242.749512
	Iteration 0F: 3 clusters Score -3530836 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3540937.250000 Penalty: 5242.749512
	Iteration 1F: 3 clusters Score -3540937 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3541940.750000 Penalty: 5242.749512
	Iteration 2F: 3 clusters Score -3541941 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3543095.500000 Penalty: 5242.749512
	Iteration 3F: 3 clusters Score -3543096 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3544595.250000 Penalty: 5242.749512
	Iteration 4F: 3 clusters Score -3544595 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3546503.250000 Penalty: 5242.749512
	Iteration 5F: 3 clusters Score -3546503 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3548515.000000 Penalty: 5242.749512
	Iteration 6F: 3 clusters Score -3548515 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3550357.750000 Penalty: 5242.749512
	Iteration 7F: 3 clusters Score -3550358 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3551732.500000 Penalty: 5242.749512
	Iteration 8Q: 3 clusters Score -3551732 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3552632.000000 Penalty: 5242.749512
	Iteration 9Q: 3 clusters Score -3552632 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -3553160.750000 Penalty: 5242.749512
	Iteration 10Q: 3 clusters Score -3553161 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3553549.250000 Penalty: 5242.749512
	Iteration 11Q: 3 clusters Score -3553549 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3553835.750000 Penalty: 5242.749512
	Iteration 12Q: 3 clusters Score -3553836 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3554044.500000 Penalty: 5242.749512
	Iteration 13Q: 3 clusters Score -3554044 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3554207.000000 Penalty: 5242.749512
	Iteration 14Q: 3 clusters Score -3554207 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -3554347.250000 Penalty: 5242.749512
	Iteration 15Q: 3 clusters Score -3554347 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -3554417.750000 Penalty: 5242.749512
	Iteration 16Q: 3 clusters Score -3554418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3554502.750000 Penalty: 5242.749512
	Iteration 17Q: 3 clusters Score -3554503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3554578.500000 Penalty: 5242.749512
	Iteration 18Q: 3 clusters Score -3554578 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3554627.250000 Penalty: 5242.749512
	Iteration 19Q: 3 clusters Score -3554627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3554700.750000 Penalty: 5242.749512
	Iteration 20F: 3 clusters Score -3554701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -3554724.000000 Penalty: 5242.749512
	Iteration 21Q: 3 clusters Score -3554724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3554761.000000 Penalty: 5242.749512
	Iteration 22Q: 3 clusters Score -3554761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -3554795.750000 Penalty: 5242.749512
	Iteration 23Q: 3 clusters Score -3554796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3554812.750000 Penalty: 5242.749512
	Iteration 24Q: 3 clusters Score -3554813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -3554831.750000 Penalty: 5242.749512
	Iteration 25Q: 3 clusters Score -3554832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3554845.000000 Penalty: 5242.749512
	Iteration 26Q: 3 clusters Score -3554845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -3554858.000000 Penalty: 5242.749512
	Iteration 27Q: 3 clusters Score -3554858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -3554877.250000 Penalty: 5242.749512
	Iteration 28Q: 3 clusters Score -3554877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -3554897.250000 Penalty: 5242.749512
	Iteration 29Q: 3 clusters Score -3554897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -3554925.000000 Penalty: 5242.749512
	Iteration 30Q: 3 clusters Score -3554925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -3554942.750000 Penalty: 5242.749512
	Iteration 31Q: 3 clusters Score -3554943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -3554948.250000 Penalty: 5242.749512
	Iteration 32Q: 3 clusters Score -3554948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -3554951.500000 Penalty: 5242.749512
	Iteration 33Q: 3 clusters Score -3554952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -3554960.500000 Penalty: 5242.749512
	Iteration 34Q: 3 clusters Score -3554960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3554963.750000 Penalty: 5242.749512
	Iteration 35Q: 3 clusters Score -3554964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -3554972.000000 Penalty: 5242.749512
	Iteration 36Q: 3 clusters Score -3554972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -3554976.750000 Penalty: 5242.749512
	Iteration 37Q: 3 clusters Score -3554977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -3554979.250000 Penalty: 5242.749512
	Iteration 38Q: 3 clusters Score -3554979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -3554986.750000 Penalty: 5242.749512
	Iteration 39Q: 3 clusters Score -3554987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -3554992.250000 Penalty: 5242.749512
	Iteration 40F: 3 clusters Score -3554992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -3554995.500000 Penalty: 5242.749512
	Iteration 41Q: 3 clusters Score -3554996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -3555002.500000 Penalty: 5242.749512
	Iteration 42Q: 3 clusters Score -3555002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -3555010.000000 Penalty: 5242.749512
	Iteration 43Q: 3 clusters Score -3555010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -3555015.750000 Penalty: 5242.749512
	Iteration 44Q: 3 clusters Score -3555016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3555016.000000 Penalty: 5242.749512
	Iteration 45Q: 3 clusters Score -3555016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3555022.000000 Penalty: 5242.749512
	Iteration 46Q: 3 clusters Score -3555022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -3555025.750000 Penalty: 5242.749512
	Iteration 47Q: 3 clusters Score -3555026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -3555027.250000 Penalty: 5242.749512
	Iteration 48Q: 3 clusters Score -3555027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3555027.750000 Penalty: 5242.749512
	Iteration 49Q: 3 clusters Score -3555028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -3555028.750000 Penalty: 5242.749512
	Iteration 50Q: 3 clusters Score -3555029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3555045.250000 Penalty: 5242.749512
	Iteration 51Q: 3 clusters Score -3555045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -3555046.500000 Penalty: 5242.749512
	Iteration 52Q: 3 clusters Score -3555046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3555048.750000 Penalty: 5242.749512
	Iteration 53Q: 3 clusters Score -3555049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -3555055.500000 Penalty: 5242.749512
	Iteration 54Q: 3 clusters Score -3555056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -3555055.750000 Penalty: 5242.749512
	Iteration 55Q: 3 clusters Score -3555056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -3555057.250000 Penalty: 5242.749512
	Iteration 56Q: 3 clusters Score -3555057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3555059.500000 Penalty: 5242.749512
	Iteration 57Q: 3 clusters Score -3555060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3555058.500000 Penalty: 5242.749512
	Iteration 58Q: 3 clusters Score -3555058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3555058.500000 Penalty: 5242.749512
	Iteration 59F: 3 clusters Score -3555058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Entering Unmasked Estep 
Score: -12162184.000000 Penalty: 2926.843750
	Iteration 0F: 2 clusters Score -1.216218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -12072448.000000 Penalty: 5853.687500
	Iteration 0F: 3 clusters Score -1.207245e+07 nChanged 63990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -12109378.000000 Penalty: 5853.687500
	Iteration 1F: 3 clusters Score -1.210938e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -12109957.000000 Penalty: 5853.687500
	Iteration 2Q: 3 clusters Score -1.210996e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -12110696.000000 Penalty: 5853.687500
	Iteration 3Q: 3 clusters Score -1.21107e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -12111505.000000 Penalty: 5853.687500
	Iteration 4Q: 3 clusters Score -1.21115e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -12112513.000000 Penalty: 5853.687500
	Iteration 5Q: 3 clusters Score -1.211251e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -12113843.000000 Penalty: 5853.687500
	Iteration 6Q: 3 clusters Score -1.211384e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -12115837.000000 Penalty: 5853.687500
	Iteration 7Q: 3 clusters Score -1.211584e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -12118793.000000 Penalty: 5853.687500
	Iteration 8Q: 3 clusters Score -1.211879e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -12123652.000000 Penalty: 5853.687500
	Iteration 9F: 3 clusters Score -1.212365e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -12131286.000000 Penalty: 5853.687500
	Iteration 10F: 3 clusters Score -1.213129e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -12140773.000000 Penalty: 5853.687500
	Iteration 11F: 3 clusters Score -1.214077e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 123076 members 
Entering Unmasked Estep 
Score: -12149527.000000 Penalty: 5853.687500
	Iteration 12F: 3 clusters Score -1.214953e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
Score: -12155566.000000 Penalty: 5853.687500
	Iteration 13Q: 3 clusters Score -1.215557e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -12158191.000000 Penalty: 5853.687500
	Iteration 14Q: 3 clusters Score -1.215819e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 132929 members 
Entering Unmasked Estep 
Score: -12159073.000000 Penalty: 5853.687500
	Iteration 15Q: 3 clusters Score -1.215907e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -12159287.000000 Penalty: 5853.687500
	Iteration 16Q: 3 clusters Score -1.215929e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 133207 members 
Entering Unmasked Estep 
Score: -12159394.000000 Penalty: 5853.687500
	Iteration 17Q: 3 clusters Score -1.215939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 133245 members 
Entering Unmasked Estep 
Score: -12159462.000000 Penalty: 5853.687500
	Iteration 18Q: 3 clusters Score -1.215946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -12159496.000000 Penalty: 5853.687500
	Iteration 19Q: 3 clusters Score -1.21595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 133268 members 
Entering Unmasked Estep 
Score: -12159512.000000 Penalty: 5853.687500
	Iteration 20F: 3 clusters Score -1.215951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -12159533.000000 Penalty: 5853.687500
	Iteration 21Q: 3 clusters Score -1.215953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -12159540.000000 Penalty: 5853.687500
	Iteration 22Q: 3 clusters Score -1.215954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 133278 members 
Entering Unmasked Estep 
Score: -12159536.000000 Penalty: 5853.687500
	Iteration 23Q: 3 clusters Score -1.215954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -12159547.000000 Penalty: 5853.687500
	Iteration 24Q: 3 clusters Score -1.215955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 133286 members 
Entering Unmasked Estep 
Score: -12159550.000000 Penalty: 5853.687500
	Iteration 25Q: 3 clusters Score -1.215955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 133287 members 
Entering Unmasked Estep 
Score: -12159548.000000 Penalty: 5853.687500
	Iteration 26Q: 3 clusters Score -1.215955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -12159555.000000 Penalty: 5853.687500
	Iteration 27Q: 3 clusters Score -1.215956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -12159550.000000 Penalty: 5853.687500
	Iteration 28Q: 3 clusters Score -1.215955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -12159553.000000 Penalty: 5853.687500
	Iteration 29Q: 3 clusters Score -1.215955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -12159561.000000 Penalty: 5853.687500
	Iteration 30Q: 3 clusters Score -1.215956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -12159561.000000 Penalty: 5853.687500
	Iteration 31Q: 3 clusters Score -1.215956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -12159565.000000 Penalty: 5853.687500
	Iteration 32Q: 3 clusters Score -1.215956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133292 members 
Entering Unmasked Estep 
Score: -12159569.000000 Penalty: 5853.687500
	Iteration 33Q: 3 clusters Score -1.215957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -12159573.000000 Penalty: 5853.687500
	Iteration 34Q: 3 clusters Score -1.215957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -12159573.000000 Penalty: 5853.687500
	Iteration 35F: 3 clusters Score -1.215957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Entering Unmasked Estep 
Score: -15360030.000000 Penalty: 2989.498535
	Iteration 0F: 2 clusters Score -1.536003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -15244772.000000 Penalty: 5978.997070
	Iteration 0F: 3 clusters Score -1.524477e+07 nChanged 82281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -15293489.000000 Penalty: 5978.997070
	Iteration 1F: 3 clusters Score -1.529349e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -15295273.000000 Penalty: 5978.997070
	Iteration 2Q: 3 clusters Score -1.529527e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -15298088.000000 Penalty: 5978.997070
	Iteration 3Q: 3 clusters Score -1.529809e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -15302880.000000 Penalty: 5978.997070
	Iteration 4F: 3 clusters Score -1.530288e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
Score: -15311077.000000 Penalty: 5978.997070
	Iteration 5F: 3 clusters Score -1.531108e+07 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -15323180.000000 Penalty: 5978.997070
	Iteration 6F: 3 clusters Score -1.532318e+07 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -15337276.000000 Penalty: 5978.997070
	Iteration 7F: 3 clusters Score -1.533728e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 161516 members 
Entering Unmasked Estep 
Score: -15348466.000000 Penalty: 5978.997070
	Iteration 8F: 3 clusters Score -1.534847e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -15354205.000000 Penalty: 5978.997070
	Iteration 9Q: 3 clusters Score -1.53542e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 169800 members 
Entering Unmasked Estep 
Score: -15356259.000000 Penalty: 5978.997070
	Iteration 10Q: 3 clusters Score -1.535626e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -15357097.000000 Penalty: 5978.997070
	Iteration 11Q: 3 clusters Score -1.53571e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -15357524.000000 Penalty: 5978.997070
	Iteration 12Q: 3 clusters Score -1.535752e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 170694 members 
Entering Unmasked Estep 
Score: -15357841.000000 Penalty: 5978.997070
	Iteration 13Q: 3 clusters Score -1.535784e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -15358097.000000 Penalty: 5978.997070
	Iteration 14Q: 3 clusters Score -1.53581e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -15358328.000000 Penalty: 5978.997070
	Iteration 15Q: 3 clusters Score -1.535833e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -15358633.000000 Penalty: 5978.997070
	Iteration 16Q: 3 clusters Score -1.535863e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -15358900.000000 Penalty: 5978.997070
	Iteration 17Q: 3 clusters Score -1.53589e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 169518 members 
Entering Unmasked Estep 
Score: -15359271.000000 Penalty: 5978.997070
	Iteration 18Q: 3 clusters Score -1.535927e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -15359645.000000 Penalty: 5978.997070
	Iteration 19Q: 3 clusters Score -1.535964e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 168658 members 
Entering Unmasked Estep 
Score: -15360190.000000 Penalty: 5978.997070
	Iteration 20F: 3 clusters Score -1.536019e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 168057 members 
Entering Unmasked Estep 
Score: -15360843.000000 Penalty: 5978.997070
	Iteration 21Q: 3 clusters Score -1.536084e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -15361377.000000 Penalty: 5978.997070
	Iteration 22Q: 3 clusters Score -1.536138e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -15361834.000000 Penalty: 5978.997070
	Iteration 23Q: 3 clusters Score -1.536183e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 166093 members 
Entering Unmasked Estep 
Score: -15362178.000000 Penalty: 5978.997070
	Iteration 24Q: 3 clusters Score -1.536218e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -15362563.000000 Penalty: 5978.997070
	Iteration 25Q: 3 clusters Score -1.536256e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -15362818.000000 Penalty: 5978.997070
	Iteration 26Q: 3 clusters Score -1.536282e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 164305 members 
Entering Unmasked Estep 
Score: -15363051.000000 Penalty: 5978.997070
	Iteration 27Q: 3 clusters Score -1.536305e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -15363204.000000 Penalty: 5978.997070
	Iteration 28Q: 3 clusters Score -1.53632e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -15363377.000000 Penalty: 5978.997070
	Iteration 29Q: 3 clusters Score -1.536338e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 162918 members 
Entering Unmasked Estep 
Score: -15363508.000000 Penalty: 5978.997070
	Iteration 30Q: 3 clusters Score -1.536351e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 162503 members 
Entering Unmasked Estep 
Score: -15363554.000000 Penalty: 5978.997070
	Iteration 31Q: 3 clusters Score -1.536355e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 162161 members 
Entering Unmasked Estep 
Score: -15363643.000000 Penalty: 5978.997070
	Iteration 32Q: 3 clusters Score -1.536364e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -15363729.000000 Penalty: 5978.997070
	Iteration 33Q: 3 clusters Score -1.536373e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 161616 members 
Entering Unmasked Estep 
Score: -15363771.000000 Penalty: 5978.997070
	Iteration 34Q: 3 clusters Score -1.536377e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -15363756.000000 Penalty: 5978.997070
	Iteration 35Q: 3 clusters Score -1.536376e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 161213 members 
Entering Unmasked Estep 
Score: -15363773.000000 Penalty: 5978.997070
	Iteration 36Q: 3 clusters Score -1.536377e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -15363734.000000 Penalty: 5978.997070
	Iteration 37Q: 3 clusters Score -1.536373e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -15363713.000000 Penalty: 5978.997070
	Iteration 38Q: 3 clusters Score -1.536371e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -15363715.000000 Penalty: 5978.997070
	Iteration 39Q: 3 clusters Score -1.536372e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 160745 members 
Entering Unmasked Estep 
Score: -15363936.000000 Penalty: 5978.997070
	Iteration 40F: 3 clusters Score -1.536394e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -15364066.000000 Penalty: 5978.997070
	Iteration 41Q: 3 clusters Score -1.536407e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 159996 members 
Entering Unmasked Estep 
Score: -15364179.000000 Penalty: 5978.997070
	Iteration 42Q: 3 clusters Score -1.536418e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 159660 members 
Entering Unmasked Estep 
Score: -15364252.000000 Penalty: 5978.997070
	Iteration 43Q: 3 clusters Score -1.536425e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -15364302.000000 Penalty: 5978.997070
	Iteration 44Q: 3 clusters Score -1.53643e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -15364367.000000 Penalty: 5978.997070
	Iteration 45Q: 3 clusters Score -1.536437e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -15364458.000000 Penalty: 5978.997070
	Iteration 46Q: 3 clusters Score -1.536446e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -15364450.000000 Penalty: 5978.997070
	Iteration 47Q: 3 clusters Score -1.536445e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -15364499.000000 Penalty: 5978.997070
	Iteration 48Q: 3 clusters Score -1.53645e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -15364520.000000 Penalty: 5978.997070
	Iteration 49Q: 3 clusters Score -1.536452e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 157852 members 
Entering Unmasked Estep 
Score: -15364528.000000 Penalty: 5978.997070
	Iteration 50Q: 3 clusters Score -1.536453e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -15364507.000000 Penalty: 5978.997070
	Iteration 51Q: 3 clusters Score -1.536451e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -15364524.000000 Penalty: 5978.997070
	Iteration 52Q: 3 clusters Score -1.536452e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -15364544.000000 Penalty: 5978.997070
	Iteration 53Q: 3 clusters Score -1.536454e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -15364554.000000 Penalty: 5978.997070
	Iteration 54Q: 3 clusters Score -1.536455e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -15364558.000000 Penalty: 5978.997070
	Iteration 55Q: 3 clusters Score -1.536456e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -15364562.000000 Penalty: 5978.997070
	Iteration 56Q: 3 clusters Score -1.536456e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -15364565.000000 Penalty: 5978.997070
	Iteration 57Q: 3 clusters Score -1.536456e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 156842 members 
Entering Unmasked Estep 
Score: -15364546.000000 Penalty: 5978.997070
	Iteration 58Q: 3 clusters Score -1.536455e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 156774 members 
Entering Unmasked Estep 
Score: -15364557.000000 Penalty: 5978.997070
	Iteration 59Q: 3 clusters Score -1.536456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 156724 members 
Entering Unmasked Estep 
Score: -15364564.000000 Penalty: 5978.997070
	Iteration 60F: 3 clusters Score -1.536456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -15364565.000000 Penalty: 5978.997070
	Iteration 61Q: 3 clusters Score -1.536456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -15364585.000000 Penalty: 5978.997070
	Iteration 62Q: 3 clusters Score -1.536458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -15364569.000000 Penalty: 5978.997070
	Iteration 63Q: 3 clusters Score -1.536457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -15364574.000000 Penalty: 5978.997070
	Iteration 64Q: 3 clusters Score -1.536457e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -15364580.000000 Penalty: 5978.997070
	Iteration 65Q: 3 clusters Score -1.536458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -15364589.000000 Penalty: 5978.997070
	Iteration 66Q: 3 clusters Score -1.536459e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 156500 members 
Entering Unmasked Estep 
Score: -15364583.000000 Penalty: 5978.997070
	Iteration 67Q: 3 clusters Score -1.536458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -15364585.000000 Penalty: 5978.997070
	Iteration 68Q: 3 clusters Score -1.536458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 156470 members 
Entering Unmasked Estep 
Score: -15364572.000000 Penalty: 5978.997070
	Iteration 69Q: 3 clusters Score -1.536457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -15364578.000000 Penalty: 5978.997070
	Iteration 70Q: 3 clusters Score -1.536458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -15364593.000000 Penalty: 5978.997070
	Iteration 71Q: 3 clusters Score -1.536459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 156445 members 
Entering Unmasked Estep 
Score: -15364583.000000 Penalty: 5978.997070
	Iteration 72Q: 3 clusters Score -1.536458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 156438 members 
Entering Unmasked Estep 
Score: -15364597.000000 Penalty: 5978.997070
	Iteration 73Q: 3 clusters Score -1.53646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -15364601.000000 Penalty: 5978.997070
	Iteration 74Q: 3 clusters Score -1.53646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -15364604.000000 Penalty: 5978.997070
	Iteration 75Q: 3 clusters Score -1.53646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -15364595.000000 Penalty: 5978.997070
	Iteration 76Q: 3 clusters Score -1.53646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -15364604.000000 Penalty: 5978.997070
	Iteration 77Q: 3 clusters Score -1.53646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -15364609.000000 Penalty: 5978.997070
	Iteration 78Q: 3 clusters Score -1.536461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -15364598.000000 Penalty: 5978.997070
	Iteration 79Q: 3 clusters Score -1.53646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -15364598.000000 Penalty: 5978.997070
	Iteration 80F: 3 clusters Score -1.53646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 26911 members 
Mstep: Class 3 contains 25097 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 67077 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 431986 members 
Mstep: Class 12 contains 25964 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 22303 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 38951 members 
Mstep: Class 18 contains 133491 members 
Mstep: Class 19 contains 15452 members 
Mstep: Class 20 contains 207213 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 96309 members 
Mstep: Class 23 contains 14300 members 
Mstep: Class 24 contains 200911 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24452 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21617 members 
Mstep: Class 30 contains 11288 members 
Mstep: Class 31 contains 11657 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 42058 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6382 members 
Mstep: Class 36 contains 156407 members 
Entering Unmasked Estep 
Score: -146488240.000000 Penalty: 128110.953125
Splitting cluster 19 changes total score from -146483408.000000 to -146488240.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (207213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207213 members 
Entering Unmasked Estep 
Score: -18201608.000000 Penalty: 3035.892578
	Iteration 0F: 2 clusters Score -1.820161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -18062716.000000 Penalty: 6071.785156
	Iteration 0F: 3 clusters Score -1.806272e+07 nChanged 99608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -18121076.000000 Penalty: 6071.785156
	Iteration 1F: 3 clusters Score -1.812108e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -18122556.000000 Penalty: 6071.785156
	Iteration 2Q: 3 clusters Score -1.812256e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -18124534.000000 Penalty: 6071.785156
	Iteration 3Q: 3 clusters Score -1.812453e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -18128222.000000 Penalty: 6071.785156
	Iteration 4Q: 3 clusters Score -1.812822e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -18134632.000000 Penalty: 6071.785156
	Iteration 5F: 3 clusters Score -1.813463e+07 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -18145570.000000 Penalty: 6071.785156
	Iteration 6F: 3 clusters Score -1.814557e+07 nChanged 17951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -18160776.000000 Penalty: 6071.785156
	Iteration 7F: 3 clusters Score -1.816078e+07 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185552 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -18177952.000000 Penalty: 6071.785156
	Iteration 8F: 3 clusters Score -1.817795e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198013 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -18190408.000000 Penalty: 6071.785156
	Iteration 9F: 3 clusters Score -1.819041e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203982 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -18196106.000000 Penalty: 6071.785156
	Iteration 10Q: 3 clusters Score -1.819611e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206044 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18198018.000000 Penalty: 6071.785156
	Iteration 11Q: 3 clusters Score -1.819802e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18198560.000000 Penalty: 6071.785156
	Iteration 12Q: 3 clusters Score -1.819856e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206778 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -18198758.000000 Penalty: 6071.785156
	Iteration 13Q: 3 clusters Score -1.819876e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206841 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18198860.000000 Penalty: 6071.785156
	Iteration 14Q: 3 clusters Score -1.819886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206858 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18198878.000000 Penalty: 6071.785156
	Iteration 15Q: 3 clusters Score -1.819888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206872 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18198910.000000 Penalty: 6071.785156
	Iteration 16Q: 3 clusters Score -1.819891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206878 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18198922.000000 Penalty: 6071.785156
	Iteration 17Q: 3 clusters Score -1.819892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206881 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18198928.000000 Penalty: 6071.785156
	Iteration 18Q: 3 clusters Score -1.819893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18198958.000000 Penalty: 6071.785156
	Iteration 19Q: 3 clusters Score -1.819896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18198960.000000 Penalty: 6071.785156
	Iteration 20F: 3 clusters Score -1.819896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206888 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18198952.000000 Penalty: 6071.785156
	Iteration 21Q: 3 clusters Score -1.819895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206889 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18198956.000000 Penalty: 6071.785156
	Iteration 22Q: 3 clusters Score -1.819896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206889 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18198956.000000 Penalty: 6071.785156
	Iteration 23F: 3 clusters Score -1.819896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Entering Unmasked Estep 
Score: -553967.312500 Penalty: 2180.100098
	Iteration 0F: 2 clusters Score -553967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -548450.187500 Penalty: 4360.200195
	Iteration 0F: 3 clusters Score -548450.2 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -549904.812500 Penalty: 4360.200195
	Iteration 1F: 3 clusters Score -549904.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -550200.187500 Penalty: 4360.200195
	Iteration 2F: 3 clusters Score -550200.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -550394.937500 Penalty: 4360.200195
	Iteration 3F: 3 clusters Score -550394.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -550537.187500 Penalty: 4360.200195
	Iteration 4Q: 3 clusters Score -550537.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -550648.750000 Penalty: 4360.200195
	Iteration 5Q: 3 clusters Score -550648.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -550734.187500 Penalty: 4360.200195
	Iteration 6Q: 3 clusters Score -550734.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -550810.125000 Penalty: 4360.200195
	Iteration 7Q: 3 clusters Score -550810.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -550883.125000 Penalty: 4360.200195
	Iteration 8Q: 3 clusters Score -550883.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -550954.187500 Penalty: 4360.200195
	Iteration 9Q: 3 clusters Score -550954.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -551023.187500 Penalty: 4360.200195
	Iteration 10Q: 3 clusters Score -551023.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -551093.750000 Penalty: 4360.200195
	Iteration 11Q: 3 clusters Score -551093.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -551166.625000 Penalty: 4360.200195
	Iteration 12Q: 3 clusters Score -551166.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -551236.687500 Penalty: 4360.200195
	Iteration 13Q: 3 clusters Score -551236.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -551300.562500 Penalty: 4360.200195
	Iteration 14Q: 3 clusters Score -551300.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -551361.000000 Penalty: 4360.200195
	Iteration 15Q: 3 clusters Score -551361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -551423.187500 Penalty: 4360.200195
	Iteration 16Q: 3 clusters Score -551423.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -551480.437500 Penalty: 4360.200195
	Iteration 17Q: 3 clusters Score -551480.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -551543.875000 Penalty: 4360.200195
	Iteration 18Q: 3 clusters Score -551543.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -551610.937500 Penalty: 4360.200195
	Iteration 19Q: 3 clusters Score -551610.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -551685.500000 Penalty: 4360.200195
	Iteration 20F: 3 clusters Score -551685.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -551749.625000 Penalty: 4360.200195
	Iteration 21Q: 3 clusters Score -551749.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -551795.125000 Penalty: 4360.200195
	Iteration 22Q: 3 clusters Score -551795.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -551837.062500 Penalty: 4360.200195
	Iteration 23Q: 3 clusters Score -551837.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -551868.312500 Penalty: 4360.200195
	Iteration 24Q: 3 clusters Score -551868.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -551890.875000 Penalty: 4360.200195
	Iteration 25Q: 3 clusters Score -551890.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -551917.062500 Penalty: 4360.200195
	Iteration 26Q: 3 clusters Score -551917.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -551938.750000 Penalty: 4360.200195
	Iteration 27Q: 3 clusters Score -551938.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -551958.312500 Penalty: 4360.200195
	Iteration 28Q: 3 clusters Score -551958.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -551973.375000 Penalty: 4360.200195
	Iteration 29Q: 3 clusters Score -551973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -551985.812500 Penalty: 4360.200195
	Iteration 30Q: 3 clusters Score -551985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -551990.625000 Penalty: 4360.200195
	Iteration 31Q: 3 clusters Score -551990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -552000.187500 Penalty: 4360.200195
	Iteration 32Q: 3 clusters Score -552000.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -552008.312500 Penalty: 4360.200195
	Iteration 33Q: 3 clusters Score -552008.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -552017.750000 Penalty: 4360.200195
	Iteration 34Q: 3 clusters Score -552017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -552028.375000 Penalty: 4360.200195
	Iteration 35Q: 3 clusters Score -552028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -552037.625000 Penalty: 4360.200195
	Iteration 36Q: 3 clusters Score -552037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -552047.000000 Penalty: 4360.200195
	Iteration 37Q: 3 clusters Score -552047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -552054.875000 Penalty: 4360.200195
	Iteration 38Q: 3 clusters Score -552054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -552063.312500 Penalty: 4360.200195
	Iteration 39Q: 3 clusters Score -552063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -552070.812500 Penalty: 4360.200195
	Iteration 40F: 3 clusters Score -552070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -552075.750000 Penalty: 4360.200195
	Iteration 41Q: 3 clusters Score -552075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -552081.000000 Penalty: 4360.200195
	Iteration 42Q: 3 clusters Score -552081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -552085.375000 Penalty: 4360.200195
	Iteration 43Q: 3 clusters Score -552085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -552087.937500 Penalty: 4360.200195
	Iteration 44Q: 3 clusters Score -552087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -552092.625000 Penalty: 4360.200195
	Iteration 45Q: 3 clusters Score -552092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -552094.187500 Penalty: 4360.200195
	Iteration 46Q: 3 clusters Score -552094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -552096.687500 Penalty: 4360.200195
	Iteration 47Q: 3 clusters Score -552096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -552098.187500 Penalty: 4360.200195
	Iteration 48Q: 3 clusters Score -552098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -552103.000000 Penalty: 4360.200195
	Iteration 49Q: 3 clusters Score -552103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -552105.687500 Penalty: 4360.200195
	Iteration 50Q: 3 clusters Score -552105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -552105.687500 Penalty: 4360.200195
	Iteration 51F: 3 clusters Score -552105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Entering Unmasked Estep 
Score: -8638290.000000 Penalty: 2845.878662
	Iteration 0F: 2 clusters Score -8638290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -8573662.000000 Penalty: 5691.757324
	Iteration 0F: 3 clusters Score -8573662 nChanged 45672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8599533.000000 Penalty: 5691.757324
	Iteration 1F: 3 clusters Score -8599533 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8600201.000000 Penalty: 5691.757324
	Iteration 2Q: 3 clusters Score -8600201 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8600785.000000 Penalty: 5691.757324
	Iteration 3Q: 3 clusters Score -8600785 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8601531.000000 Penalty: 5691.757324
	Iteration 4Q: 3 clusters Score -8601531 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -8602392.000000 Penalty: 5691.757324
	Iteration 5Q: 3 clusters Score -8602392 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8603818.000000 Penalty: 5691.757324
	Iteration 6Q: 3 clusters Score -8603818 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -8606244.000000 Penalty: 5691.757324
	Iteration 7F: 3 clusters Score -8606244 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -8610245.000000 Penalty: 5691.757324
	Iteration 8F: 3 clusters Score -8610245 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -8615921.000000 Penalty: 5691.757324
	Iteration 9F: 3 clusters Score -8615921 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -8622454.000000 Penalty: 5691.757324
	Iteration 10F: 3 clusters Score -8622454 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -8628231.000000 Penalty: 5691.757324
	Iteration 11F: 3 clusters Score -8628231 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8632098.000000 Penalty: 5691.757324
	Iteration 12Q: 3 clusters Score -8632098 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8634144.000000 Penalty: 5691.757324
	Iteration 13Q: 3 clusters Score -8634144 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8635005.000000 Penalty: 5691.757324
	Iteration 14Q: 3 clusters Score -8635005 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8635367.000000 Penalty: 5691.757324
	Iteration 15Q: 3 clusters Score -8635367 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8635575.000000 Penalty: 5691.757324
	Iteration 16Q: 3 clusters Score -8635575 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8635665.000000 Penalty: 5691.757324
	Iteration 17Q: 3 clusters Score -8635665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8635709.000000 Penalty: 5691.757324
	Iteration 18Q: 3 clusters Score -8635709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8635733.000000 Penalty: 5691.757324
	Iteration 19Q: 3 clusters Score -8635733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8635737.000000 Penalty: 5691.757324
	Iteration 20F: 3 clusters Score -8635737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8635748.000000 Penalty: 5691.757324
	Iteration 21Q: 3 clusters Score -8635748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8635750.000000 Penalty: 5691.757324
	Iteration 22Q: 3 clusters Score -8635750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8635755.000000 Penalty: 5691.757324
	Iteration 23Q: 3 clusters Score -8635755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8635758.000000 Penalty: 5691.757324
	Iteration 24Q: 3 clusters Score -8635758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8635767.000000 Penalty: 5691.757324
	Iteration 25Q: 3 clusters Score -8635767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8635759.000000 Penalty: 5691.757324
	Iteration 26Q: 3 clusters Score -8635759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8635769.000000 Penalty: 5691.757324
	Iteration 27Q: 3 clusters Score -8635769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8635775.000000 Penalty: 5691.757324
	Iteration 28Q: 3 clusters Score -8635775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8635787.000000 Penalty: 5691.757324
	Iteration 29Q: 3 clusters Score -8635787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8635792.000000 Penalty: 5691.757324
	Iteration 30Q: 3 clusters Score -8635792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8635790.000000 Penalty: 5691.757324
	Iteration 31Q: 3 clusters Score -8635790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8635789.000000 Penalty: 5691.757324
	Iteration 32Q: 3 clusters Score -8635789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8635794.000000 Penalty: 5691.757324
	Iteration 33Q: 3 clusters Score -8635794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8635796.000000 Penalty: 5691.757324
	Iteration 34Q: 3 clusters Score -8635796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8635806.000000 Penalty: 5691.757324
	Iteration 35Q: 3 clusters Score -8635806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8635804.000000 Penalty: 5691.757324
	Iteration 36Q: 3 clusters Score -8635804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8635813.000000 Penalty: 5691.757324
	Iteration 37Q: 3 clusters Score -8635813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8635813.000000 Penalty: 5691.757324
	Iteration 38Q: 3 clusters Score -8635813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8635815.000000 Penalty: 5691.757324
	Iteration 39Q: 3 clusters Score -8635815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8635816.000000 Penalty: 5691.757324
	Iteration 40F: 3 clusters Score -8635816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8635818.000000 Penalty: 5691.757324
	Iteration 41Q: 3 clusters Score -8635818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8635825.000000 Penalty: 5691.757324
	Iteration 42Q: 3 clusters Score -8635825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8635843.000000 Penalty: 5691.757324
	Iteration 43Q: 3 clusters Score -8635843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8635834.000000 Penalty: 5691.757324
	Iteration 44Q: 3 clusters Score -8635834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8635835.000000 Penalty: 5691.757324
	Iteration 45Q: 3 clusters Score -8635835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8635837.000000 Penalty: 5691.757324
	Iteration 46Q: 3 clusters Score -8635837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8635837.000000 Penalty: 5691.757324
	Iteration 47F: 3 clusters Score -8635837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -1280697.750000 Penalty: 2372.867676
	Iteration 0F: 2 clusters Score -1280698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1270270.875000 Penalty: 4745.735352
	Iteration 0F: 3 clusters Score -1270271 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1273490.000000 Penalty: 4745.735352
	Iteration 1F: 3 clusters Score -1273490 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1273837.250000 Penalty: 4745.735352
	Iteration 2F: 3 clusters Score -1273837 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1274089.500000 Penalty: 4745.735352
	Iteration 3Q: 3 clusters Score -1274090 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1274310.000000 Penalty: 4745.735352
	Iteration 4Q: 3 clusters Score -1274310 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1274496.875000 Penalty: 4745.735352
	Iteration 5Q: 3 clusters Score -1274497 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1274681.000000 Penalty: 4745.735352
	Iteration 6Q: 3 clusters Score -1274681 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1274893.500000 Penalty: 4745.735352
	Iteration 7Q: 3 clusters Score -1274894 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1275195.000000 Penalty: 4745.735352
	Iteration 8Q: 3 clusters Score -1275195 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1275532.375000 Penalty: 4745.735352
	Iteration 9Q: 3 clusters Score -1275532 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1275901.125000 Penalty: 4745.735352
	Iteration 10Q: 3 clusters Score -1275901 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1276302.750000 Penalty: 4745.735352
	Iteration 11Q: 3 clusters Score -1276303 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1276734.000000 Penalty: 4745.735352
	Iteration 12Q: 3 clusters Score -1276734 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1277177.375000 Penalty: 4745.735352
	Iteration 13Q: 3 clusters Score -1277177 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1277671.250000 Penalty: 4745.735352
	Iteration 14Q: 3 clusters Score -1277671 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1278162.000000 Penalty: 4745.735352
	Iteration 15Q: 3 clusters Score -1278162 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1278550.750000 Penalty: 4745.735352
	Iteration 16Q: 3 clusters Score -1278551 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1278840.750000 Penalty: 4745.735352
	Iteration 17Q: 3 clusters Score -1278841 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1279048.250000 Penalty: 4745.735352
	Iteration 18Q: 3 clusters Score -1279048 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1279176.750000 Penalty: 4745.735352
	Iteration 19Q: 3 clusters Score -1279177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1279265.625000 Penalty: 4745.735352
	Iteration 20F: 3 clusters Score -1279266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1279326.000000 Penalty: 4745.735352
	Iteration 21Q: 3 clusters Score -1279326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1279376.500000 Penalty: 4745.735352
	Iteration 22Q: 3 clusters Score -1279376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1279428.875000 Penalty: 4745.735352
	Iteration 23Q: 3 clusters Score -1279429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1279457.625000 Penalty: 4745.735352
	Iteration 24Q: 3 clusters Score -1279458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1279482.625000 Penalty: 4745.735352
	Iteration 25Q: 3 clusters Score -1279483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1279506.500000 Penalty: 4745.735352
	Iteration 26Q: 3 clusters Score -1279506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1279522.625000 Penalty: 4745.735352
	Iteration 27Q: 3 clusters Score -1279523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1279538.250000 Penalty: 4745.735352
	Iteration 28Q: 3 clusters Score -1279538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1279541.750000 Penalty: 4745.735352
	Iteration 29Q: 3 clusters Score -1279542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1279555.875000 Penalty: 4745.735352
	Iteration 30Q: 3 clusters Score -1279556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1279564.250000 Penalty: 4745.735352
	Iteration 31Q: 3 clusters Score -1279564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1279572.625000 Penalty: 4745.735352
	Iteration 32Q: 3 clusters Score -1279573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1279581.375000 Penalty: 4745.735352
	Iteration 33Q: 3 clusters Score -1279581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1279583.875000 Penalty: 4745.735352
	Iteration 34Q: 3 clusters Score -1279584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1279585.250000 Penalty: 4745.735352
	Iteration 35Q: 3 clusters Score -1279585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1279586.875000 Penalty: 4745.735352
	Iteration 36Q: 3 clusters Score -1279587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1279591.750000 Penalty: 4745.735352
	Iteration 37Q: 3 clusters Score -1279592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1279595.625000 Penalty: 4745.735352
	Iteration 38Q: 3 clusters Score -1279596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1279602.375000 Penalty: 4745.735352
	Iteration 39Q: 3 clusters Score -1279602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1279605.500000 Penalty: 4745.735352
	Iteration 40F: 3 clusters Score -1279606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1279608.750000 Penalty: 4745.735352
	Iteration 41Q: 3 clusters Score -1279609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1279612.625000 Penalty: 4745.735352
	Iteration 42Q: 3 clusters Score -1279613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1279616.875000 Penalty: 4745.735352
	Iteration 43Q: 3 clusters Score -1279617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1279616.125000 Penalty: 4745.735352
	Iteration 44Q: 3 clusters Score -1279616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1279617.250000 Penalty: 4745.735352
	Iteration 45Q: 3 clusters Score -1279617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1279618.000000 Penalty: 4745.735352
	Iteration 46Q: 3 clusters Score -1279618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1279618.000000 Penalty: 4745.735352
	Iteration 47F: 3 clusters Score -1279618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (200911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200911 members 
Entering Unmasked Estep 
Score: -17921894.000000 Penalty: 3028.232910
	Iteration 0F: 2 clusters Score -1.792189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -17787178.000000 Penalty: 6056.465820
	Iteration 0F: 3 clusters Score -1.778718e+07 nChanged 96461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -17843716.000000 Penalty: 6056.465820
	Iteration 1F: 3 clusters Score -1.784372e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -17845058.000000 Penalty: 6056.465820
	Iteration 2Q: 3 clusters Score -1.784506e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -17846866.000000 Penalty: 6056.465820
	Iteration 3Q: 3 clusters Score -1.784687e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -17849562.000000 Penalty: 6056.465820
	Iteration 4Q: 3 clusters Score -1.784956e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -17854734.000000 Penalty: 6056.465820
	Iteration 5F: 3 clusters Score -1.785473e+07 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -17863754.000000 Penalty: 6056.465820
	Iteration 6F: 3 clusters Score -1.786375e+07 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -17877534.000000 Penalty: 6056.465820
	Iteration 7F: 3 clusters Score -1.787753e+07 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -17894566.000000 Penalty: 6056.465820
	Iteration 8F: 3 clusters Score -1.789457e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -17908630.000000 Penalty: 6056.465820
	Iteration 9F: 3 clusters Score -1.790863e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197437 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -17915874.000000 Penalty: 6056.465820
	Iteration 10Q: 3 clusters Score -1.791587e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199883 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17918216.000000 Penalty: 6056.465820
	Iteration 11Q: 3 clusters Score -1.791822e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200516 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -17918852.000000 Penalty: 6056.465820
	Iteration 12Q: 3 clusters Score -1.791885e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200649 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17919048.000000 Penalty: 6056.465820
	Iteration 13Q: 3 clusters Score -1.791905e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200683 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17919138.000000 Penalty: 6056.465820
	Iteration 14Q: 3 clusters Score -1.791914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17919148.000000 Penalty: 6056.465820
	Iteration 15Q: 3 clusters Score -1.791915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200698 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17919164.000000 Penalty: 6056.465820
	Iteration 16Q: 3 clusters Score -1.791916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200705 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17919164.000000 Penalty: 6056.465820
	Iteration 17Q: 3 clusters Score -1.791916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200710 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17919186.000000 Penalty: 6056.465820
	Iteration 18Q: 3 clusters Score -1.791919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200718 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17919196.000000 Penalty: 6056.465820
	Iteration 19Q: 3 clusters Score -1.79192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17919206.000000 Penalty: 6056.465820
	Iteration 20F: 3 clusters Score -1.791921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200725 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17919220.000000 Penalty: 6056.465820
	Iteration 21Q: 3 clusters Score -1.791922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200729 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17919228.000000 Penalty: 6056.465820
	Iteration 22Q: 3 clusters Score -1.791923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200730 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17919234.000000 Penalty: 6056.465820
	Iteration 23Q: 3 clusters Score -1.791923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17919238.000000 Penalty: 6056.465820
	Iteration 24Q: 3 clusters Score -1.791924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200732 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17919234.000000 Penalty: 6056.465820
	Iteration 25Q: 3 clusters Score -1.791923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17919248.000000 Penalty: 6056.465820
	Iteration 26Q: 3 clusters Score -1.791925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17919248.000000 Penalty: 6056.465820
	Iteration 27F: 3 clusters Score -1.791925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -318953.968750 Penalty: 2043.811768
	Iteration 0F: 2 clusters Score -318954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -315175.500000 Penalty: 4087.623535
	Iteration 0F: 3 clusters Score -315175.5 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -316039.125000 Penalty: 4087.623535
	Iteration 1F: 3 clusters Score -316039.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -316257.656250 Penalty: 4087.623535
	Iteration 2F: 3 clusters Score -316257.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -316433.406250 Penalty: 4087.623535
	Iteration 3F: 3 clusters Score -316433.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -316584.843750 Penalty: 4087.623535
	Iteration 4Q: 3 clusters Score -316584.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -316696.375000 Penalty: 4087.623535
	Iteration 5Q: 3 clusters Score -316696.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -316779.812500 Penalty: 4087.623535
	Iteration 6Q: 3 clusters Score -316779.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -316830.593750 Penalty: 4087.623535
	Iteration 7Q: 3 clusters Score -316830.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -316875.406250 Penalty: 4087.623535
	Iteration 8Q: 3 clusters Score -316875.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -316912.687500 Penalty: 4087.623535
	Iteration 9Q: 3 clusters Score -316912.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -316948.250000 Penalty: 4087.623535
	Iteration 10Q: 3 clusters Score -316948.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -316981.656250 Penalty: 4087.623535
	Iteration 11Q: 3 clusters Score -316981.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -317009.562500 Penalty: 4087.623535
	Iteration 12Q: 3 clusters Score -317009.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -317030.906250 Penalty: 4087.623535
	Iteration 13Q: 3 clusters Score -317030.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -317050.312500 Penalty: 4087.623535
	Iteration 14Q: 3 clusters Score -317050.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -317063.468750 Penalty: 4087.623535
	Iteration 15Q: 3 clusters Score -317063.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -317072.875000 Penalty: 4087.623535
	Iteration 16Q: 3 clusters Score -317072.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -317081.750000 Penalty: 4087.623535
	Iteration 17Q: 3 clusters Score -317081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -317089.406250 Penalty: 4087.623535
	Iteration 18Q: 3 clusters Score -317089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -317096.718750 Penalty: 4087.623535
	Iteration 19Q: 3 clusters Score -317096.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -317100.906250 Penalty: 4087.623535
	Iteration 20F: 3 clusters Score -317100.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -317106.875000 Penalty: 4087.623535
	Iteration 21Q: 3 clusters Score -317106.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -317113.187500 Penalty: 4087.623535
	Iteration 22Q: 3 clusters Score -317113.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -317118.218750 Penalty: 4087.623535
	Iteration 23Q: 3 clusters Score -317118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -317123.156250 Penalty: 4087.623535
	Iteration 24Q: 3 clusters Score -317123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -317127.281250 Penalty: 4087.623535
	Iteration 25Q: 3 clusters Score -317127.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -317130.812500 Penalty: 4087.623535
	Iteration 26Q: 3 clusters Score -317130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -317132.437500 Penalty: 4087.623535
	Iteration 27Q: 3 clusters Score -317132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -317134.218750 Penalty: 4087.623535
	Iteration 28Q: 3 clusters Score -317134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -317134.875000 Penalty: 4087.623535
	Iteration 29Q: 3 clusters Score -317134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -317136.312500 Penalty: 4087.623535
	Iteration 30Q: 3 clusters Score -317136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -317136.187500 Penalty: 4087.623535
	Iteration 31Q: 3 clusters Score -317136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -317136.187500 Penalty: 4087.623535
	Iteration 32F: 3 clusters Score -317136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Entering Unmasked Estep 
Score: -2208151.500000 Penalty: 2505.907959
	Iteration 0F: 2 clusters Score -2208152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2191215.250000 Penalty: 5011.815918
	Iteration 0F: 3 clusters Score -2191215 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2197122.250000 Penalty: 5011.815918
	Iteration 1F: 3 clusters Score -2197122 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2197831.000000 Penalty: 5011.815918
	Iteration 2F: 3 clusters Score -2197831 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2198536.500000 Penalty: 5011.815918
	Iteration 3F: 3 clusters Score -2198536 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2199097.500000 Penalty: 5011.815918
	Iteration 4F: 3 clusters Score -2199098 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2199556.750000 Penalty: 5011.815918
	Iteration 5Q: 3 clusters Score -2199557 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2199910.500000 Penalty: 5011.815918
	Iteration 6Q: 3 clusters Score -2199910 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2200265.000000 Penalty: 5011.815918
	Iteration 7Q: 3 clusters Score -2200265 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2200671.500000 Penalty: 5011.815918
	Iteration 8Q: 3 clusters Score -2200672 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2201080.500000 Penalty: 5011.815918
	Iteration 9Q: 3 clusters Score -2201080 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2201520.000000 Penalty: 5011.815918
	Iteration 10Q: 3 clusters Score -2201520 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2201991.750000 Penalty: 5011.815918
	Iteration 11Q: 3 clusters Score -2201992 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2202511.000000 Penalty: 5011.815918
	Iteration 12Q: 3 clusters Score -2202511 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2203029.000000 Penalty: 5011.815918
	Iteration 13Q: 3 clusters Score -2203029 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2203420.500000 Penalty: 5011.815918
	Iteration 14Q: 3 clusters Score -2203420 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2203707.250000 Penalty: 5011.815918
	Iteration 15Q: 3 clusters Score -2203707 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2203900.250000 Penalty: 5011.815918
	Iteration 16Q: 3 clusters Score -2203900 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2204038.500000 Penalty: 5011.815918
	Iteration 17Q: 3 clusters Score -2204038 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2204163.750000 Penalty: 5011.815918
	Iteration 18Q: 3 clusters Score -2204164 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2204267.000000 Penalty: 5011.815918
	Iteration 19Q: 3 clusters Score -2204267 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2204391.250000 Penalty: 5011.815918
	Iteration 20F: 3 clusters Score -2204391 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2204497.750000 Penalty: 5011.815918
	Iteration 21Q: 3 clusters Score -2204498 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2204608.500000 Penalty: 5011.815918
	Iteration 22Q: 3 clusters Score -2204608 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2204726.500000 Penalty: 5011.815918
	Iteration 23Q: 3 clusters Score -2204726 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2204850.000000 Penalty: 5011.815918
	Iteration 24Q: 3 clusters Score -2204850 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2204958.500000 Penalty: 5011.815918
	Iteration 25Q: 3 clusters Score -2204958 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2205064.000000 Penalty: 5011.815918
	Iteration 26Q: 3 clusters Score -2205064 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2205163.750000 Penalty: 5011.815918
	Iteration 27Q: 3 clusters Score -2205164 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2205260.750000 Penalty: 5011.815918
	Iteration 28Q: 3 clusters Score -2205261 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2205356.250000 Penalty: 5011.815918
	Iteration 29Q: 3 clusters Score -2205356 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2205447.250000 Penalty: 5011.815918
	Iteration 30Q: 3 clusters Score -2205447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2205523.500000 Penalty: 5011.815918
	Iteration 31Q: 3 clusters Score -2205524 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2205602.750000 Penalty: 5011.815918
	Iteration 32Q: 3 clusters Score -2205603 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2205683.750000 Penalty: 5011.815918
	Iteration 33Q: 3 clusters Score -2205684 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2205772.750000 Penalty: 5011.815918
	Iteration 34Q: 3 clusters Score -2205773 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2205835.250000 Penalty: 5011.815918
	Iteration 35Q: 3 clusters Score -2205835 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2205917.250000 Penalty: 5011.815918
	Iteration 36Q: 3 clusters Score -2205917 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2205980.750000 Penalty: 5011.815918
	Iteration 37Q: 3 clusters Score -2205981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2206025.000000 Penalty: 5011.815918
	Iteration 38Q: 3 clusters Score -2206025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2206062.500000 Penalty: 5011.815918
	Iteration 39Q: 3 clusters Score -2206062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2206108.250000 Penalty: 5011.815918
	Iteration 40F: 3 clusters Score -2206108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2206145.750000 Penalty: 5011.815918
	Iteration 41Q: 3 clusters Score -2206146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2206174.000000 Penalty: 5011.815918
	Iteration 42Q: 3 clusters Score -2206174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2206196.000000 Penalty: 5011.815918
	Iteration 43Q: 3 clusters Score -2206196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2206208.000000 Penalty: 5011.815918
	Iteration 44Q: 3 clusters Score -2206208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2206216.500000 Penalty: 5011.815918
	Iteration 45Q: 3 clusters Score -2206216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2206227.000000 Penalty: 5011.815918
	Iteration 46Q: 3 clusters Score -2206227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2206242.250000 Penalty: 5011.815918
	Iteration 47Q: 3 clusters Score -2206242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2206251.000000 Penalty: 5011.815918
	Iteration 48Q: 3 clusters Score -2206251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2206265.000000 Penalty: 5011.815918
	Iteration 49Q: 3 clusters Score -2206265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2206294.250000 Penalty: 5011.815918
	Iteration 50Q: 3 clusters Score -2206294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2206303.250000 Penalty: 5011.815918
	Iteration 51Q: 3 clusters Score -2206303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2206304.250000 Penalty: 5011.815918
	Iteration 52Q: 3 clusters Score -2206304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2206313.000000 Penalty: 5011.815918
	Iteration 53Q: 3 clusters Score -2206313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2206313.750000 Penalty: 5011.815918
	Iteration 54Q: 3 clusters Score -2206314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2206312.500000 Penalty: 5011.815918
	Iteration 55Q: 3 clusters Score -2206312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2206315.000000 Penalty: 5011.815918
	Iteration 56Q: 3 clusters Score -2206315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2206319.750000 Penalty: 5011.815918
	Iteration 57Q: 3 clusters Score -2206320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2206321.000000 Penalty: 5011.815918
	Iteration 58Q: 3 clusters Score -2206321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2206319.500000 Penalty: 5011.815918
	Iteration 59Q: 3 clusters Score -2206320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2206322.000000 Penalty: 5011.815918
	Iteration 60F: 3 clusters Score -2206322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2206324.750000 Penalty: 5011.815918
	Iteration 61Q: 3 clusters Score -2206325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2206326.000000 Penalty: 5011.815918
	Iteration 62Q: 3 clusters Score -2206326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2206326.500000 Penalty: 5011.815918
	Iteration 63Q: 3 clusters Score -2206326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2206326.500000 Penalty: 5011.815918
	Iteration 64F: 3 clusters Score -2206326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -288097.968750 Penalty: 2059.760010
	Iteration 0F: 2 clusters Score -288098 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 2026 members 
Entering Unmasked Estep 
Score: -284182.125000 Penalty: 4119.520020
	Iteration 0F: 3 clusters Score -284182.1 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -285257.437500 Penalty: 4119.520020
	Iteration 1F: 3 clusters Score -285257.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -285666.562500 Penalty: 4119.520020
	Iteration 2F: 3 clusters Score -285666.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -285932.906250 Penalty: 4119.520020
	Iteration 3F: 3 clusters Score -285932.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -286155.343750 Penalty: 4119.520020
	Iteration 4F: 3 clusters Score -286155.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -286370.312500 Penalty: 4119.520020
	Iteration 5F: 3 clusters Score -286370.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -286556.562500 Penalty: 4119.520020
	Iteration 6Q: 3 clusters Score -286556.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -286721.968750 Penalty: 4119.520020
	Iteration 7Q: 3 clusters Score -286722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -286832.593750 Penalty: 4119.520020
	Iteration 8Q: 3 clusters Score -286832.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -286894.625000 Penalty: 4119.520020
	Iteration 9Q: 3 clusters Score -286894.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -286946.937500 Penalty: 4119.520020
	Iteration 10Q: 3 clusters Score -286946.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -286979.375000 Penalty: 4119.520020
	Iteration 11Q: 3 clusters Score -286979.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -286995.875000 Penalty: 4119.520020
	Iteration 12Q: 3 clusters Score -286995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -287007.375000 Penalty: 4119.520020
	Iteration 13Q: 3 clusters Score -287007.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -287013.468750 Penalty: 4119.520020
	Iteration 14Q: 3 clusters Score -287013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -287017.875000 Penalty: 4119.520020
	Iteration 15Q: 3 clusters Score -287017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -287022.437500 Penalty: 4119.520020
	Iteration 16Q: 3 clusters Score -287022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -287025.687500 Penalty: 4119.520020
	Iteration 17Q: 3 clusters Score -287025.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -287032.125000 Penalty: 4119.520020
	Iteration 18Q: 3 clusters Score -287032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -287036.875000 Penalty: 4119.520020
	Iteration 19Q: 3 clusters Score -287036.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -287042.968750 Penalty: 4119.520020
	Iteration 20F: 3 clusters Score -287043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -287048.781250 Penalty: 4119.520020
	Iteration 21Q: 3 clusters Score -287048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -287053.062500 Penalty: 4119.520020
	Iteration 22Q: 3 clusters Score -287053.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -287054.312500 Penalty: 4119.520020
	Iteration 23Q: 3 clusters Score -287054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -287053.687500 Penalty: 4119.520020
	Iteration 24Q: 3 clusters Score -287053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -287053.687500 Penalty: 4119.520020
	Iteration 25F: 3 clusters Score -287053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -181980.812500 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -181980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -179201.093750 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -179201.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179760.265625 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -179760.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -179956.546875 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -179956.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -180117.015625 Penalty: 3824.261719
	Iteration 3F: 3 clusters Score -180117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -180216.031250 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -180216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -180272.421875 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -180272.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -180316.156250 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -180316.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180351.984375 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -180352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -180383.937500 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -180383.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180405.796875 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -180405.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -180424.000000 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -180424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -180449.015625 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -180449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -180468.796875 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -180468.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180489.921875 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -180489.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180506.484375 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -180506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180518.750000 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -180518.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -180527.406250 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -180527.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180536.937500 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -180536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180545.578125 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -180545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -180550.062500 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -180550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -180555.328125 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -180555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180562.093750 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -180562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180568.437500 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -180568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180575.984375 Penalty: 3824.261719
	Iteration 23Q: 3 clusters Score -180576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -180579.765625 Penalty: 3824.261719
	Iteration 24Q: 3 clusters Score -180579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180583.125000 Penalty: 3824.261719
	Iteration 25Q: 3 clusters Score -180583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180587.046875 Penalty: 3824.261719
	Iteration 26Q: 3 clusters Score -180587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180589.703125 Penalty: 3824.261719
	Iteration 27Q: 3 clusters Score -180589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -180593.265625 Penalty: 3824.261719
	Iteration 28Q: 3 clusters Score -180593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180599.812500 Penalty: 3824.261719
	Iteration 29Q: 3 clusters Score -180599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -180609.750000 Penalty: 3824.261719
	Iteration 30Q: 3 clusters Score -180609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180620.687500 Penalty: 3824.261719
	Iteration 31Q: 3 clusters Score -180620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180633.046875 Penalty: 3824.261719
	Iteration 32Q: 3 clusters Score -180633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180642.437500 Penalty: 3824.261719
	Iteration 33Q: 3 clusters Score -180642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -180646.593750 Penalty: 3824.261719
	Iteration 34Q: 3 clusters Score -180646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180651.078125 Penalty: 3824.261719
	Iteration 35Q: 3 clusters Score -180651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -180654.484375 Penalty: 3824.261719
	Iteration 36Q: 3 clusters Score -180654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180659.046875 Penalty: 3824.261719
	Iteration 37Q: 3 clusters Score -180659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -180664.390625 Penalty: 3824.261719
	Iteration 38Q: 3 clusters Score -180664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180669.250000 Penalty: 3824.261719
	Iteration 39Q: 3 clusters Score -180669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180674.734375 Penalty: 3824.261719
	Iteration 40F: 3 clusters Score -180674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180678.656250 Penalty: 3824.261719
	Iteration 41Q: 3 clusters Score -180678.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180682.500000 Penalty: 3824.261719
	Iteration 42Q: 3 clusters Score -180682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180685.515625 Penalty: 3824.261719
	Iteration 43Q: 3 clusters Score -180685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180689.515625 Penalty: 3824.261719
	Iteration 44Q: 3 clusters Score -180689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180693.265625 Penalty: 3824.261719
	Iteration 45Q: 3 clusters Score -180693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180700.640625 Penalty: 3824.261719
	Iteration 46Q: 3 clusters Score -180700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180706.281250 Penalty: 3824.261719
	Iteration 47Q: 3 clusters Score -180706.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180715.359375 Penalty: 3824.261719
	Iteration 48Q: 3 clusters Score -180715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180720.906250 Penalty: 3824.261719
	Iteration 49Q: 3 clusters Score -180720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -180724.671875 Penalty: 3824.261719
	Iteration 50Q: 3 clusters Score -180724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180728.937500 Penalty: 3824.261719
	Iteration 51Q: 3 clusters Score -180728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180733.453125 Penalty: 3824.261719
	Iteration 52Q: 3 clusters Score -180733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180735.156250 Penalty: 3824.261719
	Iteration 53Q: 3 clusters Score -180735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -180736.687500 Penalty: 3824.261719
	Iteration 54Q: 3 clusters Score -180736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180737.703125 Penalty: 3824.261719
	Iteration 55Q: 3 clusters Score -180737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180739.609375 Penalty: 3824.261719
	Iteration 56Q: 3 clusters Score -180739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180744.500000 Penalty: 3824.261719
	Iteration 57Q: 3 clusters Score -180744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -180751.281250 Penalty: 3824.261719
	Iteration 58Q: 3 clusters Score -180751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180764.890625 Penalty: 3824.261719
	Iteration 59Q: 3 clusters Score -180764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180783.281250 Penalty: 3824.261719
	Iteration 60F: 3 clusters Score -180783.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -180803.703125 Penalty: 3824.261719
	Iteration 61Q: 3 clusters Score -180803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -180830.640625 Penalty: 3824.261719
	Iteration 62Q: 3 clusters Score -180830.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180857.453125 Penalty: 3824.261719
	Iteration 63Q: 3 clusters Score -180857.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -180880.484375 Penalty: 3824.261719
	Iteration 64Q: 3 clusters Score -180880.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -180910.906250 Penalty: 3824.261719
	Iteration 65Q: 3 clusters Score -180910.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -180949.187500 Penalty: 3824.261719
	Iteration 66Q: 3 clusters Score -180949.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -180985.125000 Penalty: 3824.261719
	Iteration 67Q: 3 clusters Score -180985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -181007.718750 Penalty: 3824.261719
	Iteration 68Q: 3 clusters Score -181007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -181023.093750 Penalty: 3824.261719
	Iteration 69Q: 3 clusters Score -181023.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181043.859375 Penalty: 3824.261719
	Iteration 70Q: 3 clusters Score -181043.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -181060.500000 Penalty: 3824.261719
	Iteration 71Q: 3 clusters Score -181060.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -181073.093750 Penalty: 3824.261719
	Iteration 72Q: 3 clusters Score -181073.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181085.140625 Penalty: 3824.261719
	Iteration 73Q: 3 clusters Score -181085.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -181102.109375 Penalty: 3824.261719
	Iteration 74Q: 3 clusters Score -181102.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -181127.453125 Penalty: 3824.261719
	Iteration 75Q: 3 clusters Score -181127.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181147.750000 Penalty: 3824.261719
	Iteration 76Q: 3 clusters Score -181147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181163.328125 Penalty: 3824.261719
	Iteration 77Q: 3 clusters Score -181163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -181173.515625 Penalty: 3824.261719
	Iteration 78Q: 3 clusters Score -181173.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -181181.000000 Penalty: 3824.261719
	Iteration 79Q: 3 clusters Score -181181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -181193.562500 Penalty: 3824.261719
	Iteration 80F: 3 clusters Score -181193.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -181209.937500 Penalty: 3824.261719
	Iteration 81Q: 3 clusters Score -181209.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -181225.468750 Penalty: 3824.261719
	Iteration 82Q: 3 clusters Score -181225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181243.265625 Penalty: 3824.261719
	Iteration 83Q: 3 clusters Score -181243.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181262.812500 Penalty: 3824.261719
	Iteration 84Q: 3 clusters Score -181262.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -181301.625000 Penalty: 3824.261719
	Iteration 85Q: 3 clusters Score -181301.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181359.328125 Penalty: 3824.261719
	Iteration 86Q: 3 clusters Score -181359.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -181397.765625 Penalty: 3824.261719
	Iteration 87Q: 3 clusters Score -181397.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -181419.296875 Penalty: 3824.261719
	Iteration 88Q: 3 clusters Score -181419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -181432.375000 Penalty: 3824.261719
	Iteration 89Q: 3 clusters Score -181432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -181443.328125 Penalty: 3824.261719
	Iteration 90Q: 3 clusters Score -181443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -181450.265625 Penalty: 3824.261719
	Iteration 91Q: 3 clusters Score -181450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -181455.171875 Penalty: 3824.261719
	Iteration 92Q: 3 clusters Score -181455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -181460.671875 Penalty: 3824.261719
	Iteration 93Q: 3 clusters Score -181460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -181466.703125 Penalty: 3824.261719
	Iteration 94Q: 3 clusters Score -181466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -181471.062500 Penalty: 3824.261719
	Iteration 95Q: 3 clusters Score -181471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -181474.578125 Penalty: 3824.261719
	Iteration 96Q: 3 clusters Score -181474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -181477.390625 Penalty: 3824.261719
	Iteration 97Q: 3 clusters Score -181477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -181481.781250 Penalty: 3824.261719
	Iteration 98Q: 3 clusters Score -181481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -181483.265625 Penalty: 3824.261719
	Iteration 99Q: 3 clusters Score -181483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -181483.265625 Penalty: 3824.261719
	Iteration 100F: 3 clusters Score -181483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Entering Unmasked Estep 
Score: -1733270.000000 Penalty: 2475.346436
	Iteration 0F: 2 clusters Score -1733270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1718153.250000 Penalty: 4950.692871
	Iteration 0F: 3 clusters Score -1718153 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1723471.125000 Penalty: 4950.692871
	Iteration 1F: 3 clusters Score -1723471 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1723917.625000 Penalty: 4950.692871
	Iteration 2F: 3 clusters Score -1723918 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1724302.000000 Penalty: 4950.692871
	Iteration 3Q: 3 clusters Score -1724302 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1724641.250000 Penalty: 4950.692871
	Iteration 4Q: 3 clusters Score -1724641 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1724990.750000 Penalty: 4950.692871
	Iteration 5Q: 3 clusters Score -1724991 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1725370.500000 Penalty: 4950.692871
	Iteration 6Q: 3 clusters Score -1725370 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1725839.375000 Penalty: 4950.692871
	Iteration 7Q: 3 clusters Score -1725839 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1726451.125000 Penalty: 4950.692871
	Iteration 8Q: 3 clusters Score -1726451 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1727220.000000 Penalty: 4950.692871
	Iteration 9F: 3 clusters Score -1727220 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1728036.750000 Penalty: 4950.692871
	Iteration 10F: 3 clusters Score -1728037 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1728891.500000 Penalty: 4950.692871
	Iteration 11Q: 3 clusters Score -1728892 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1729636.875000 Penalty: 4950.692871
	Iteration 12Q: 3 clusters Score -1729637 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -1730138.625000 Penalty: 4950.692871
	Iteration 13Q: 3 clusters Score -1730139 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -1730473.875000 Penalty: 4950.692871
	Iteration 14Q: 3 clusters Score -1730474 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1730673.625000 Penalty: 4950.692871
	Iteration 15Q: 3 clusters Score -1730674 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1730814.125000 Penalty: 4950.692871
	Iteration 16Q: 3 clusters Score -1730814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1730916.750000 Penalty: 4950.692871
	Iteration 17Q: 3 clusters Score -1730917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -1730996.875000 Penalty: 4950.692871
	Iteration 18Q: 3 clusters Score -1730997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -1731041.625000 Penalty: 4950.692871
	Iteration 19Q: 3 clusters Score -1731042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1731088.625000 Penalty: 4950.692871
	Iteration 20F: 3 clusters Score -1731089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1731124.500000 Penalty: 4950.692871
	Iteration 21Q: 3 clusters Score -1731124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1731153.750000 Penalty: 4950.692871
	Iteration 22Q: 3 clusters Score -1731154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1731173.250000 Penalty: 4950.692871
	Iteration 23Q: 3 clusters Score -1731173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -1731196.000000 Penalty: 4950.692871
	Iteration 24Q: 3 clusters Score -1731196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1731222.500000 Penalty: 4950.692871
	Iteration 25Q: 3 clusters Score -1731222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -1731236.250000 Penalty: 4950.692871
	Iteration 26Q: 3 clusters Score -1731236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1731244.000000 Penalty: 4950.692871
	Iteration 27Q: 3 clusters Score -1731244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -1731255.375000 Penalty: 4950.692871
	Iteration 28Q: 3 clusters Score -1731255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1731259.625000 Penalty: 4950.692871
	Iteration 29Q: 3 clusters Score -1731260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -1731265.125000 Penalty: 4950.692871
	Iteration 30Q: 3 clusters Score -1731265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -1731265.875000 Penalty: 4950.692871
	Iteration 31Q: 3 clusters Score -1731266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -1731268.875000 Penalty: 4950.692871
	Iteration 32Q: 3 clusters Score -1731269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1731274.625000 Penalty: 4950.692871
	Iteration 33Q: 3 clusters Score -1731275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -1731278.125000 Penalty: 4950.692871
	Iteration 34Q: 3 clusters Score -1731278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1731279.375000 Penalty: 4950.692871
	Iteration 35Q: 3 clusters Score -1731279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -1731282.875000 Penalty: 4950.692871
	Iteration 36Q: 3 clusters Score -1731283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1731281.375000 Penalty: 4950.692871
	Iteration 37Q: 3 clusters Score -1731281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1731284.750000 Penalty: 4950.692871
	Iteration 38Q: 3 clusters Score -1731285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -1731286.500000 Penalty: 4950.692871
	Iteration 39Q: 3 clusters Score -1731286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1731286.000000 Penalty: 4950.692871
	Iteration 40F: 3 clusters Score -1731286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1731287.250000 Penalty: 4950.692871
	Iteration 41Q: 3 clusters Score -1731287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1731287.250000 Penalty: 4950.692871
	Iteration 42F: 3 clusters Score -1731287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -1018079.250000 Penalty: 2314.210938
	Iteration 0F: 2 clusters Score -1018079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1009603.437500 Penalty: 4628.421875
	Iteration 0F: 3 clusters Score -1009603 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1012121.125000 Penalty: 4628.421875
	Iteration 1F: 3 clusters Score -1012121 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1012390.375000 Penalty: 4628.421875
	Iteration 2F: 3 clusters Score -1012390 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1012565.750000 Penalty: 4628.421875
	Iteration 3Q: 3 clusters Score -1012566 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1012708.437500 Penalty: 4628.421875
	Iteration 4Q: 3 clusters Score -1012708 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1012826.250000 Penalty: 4628.421875
	Iteration 5Q: 3 clusters Score -1012826 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1012925.187500 Penalty: 4628.421875
	Iteration 6Q: 3 clusters Score -1012925 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1012996.500000 Penalty: 4628.421875
	Iteration 7Q: 3 clusters Score -1012996 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1013060.312500 Penalty: 4628.421875
	Iteration 8Q: 3 clusters Score -1013060 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1013122.312500 Penalty: 4628.421875
	Iteration 9Q: 3 clusters Score -1013122 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1013178.937500 Penalty: 4628.421875
	Iteration 10Q: 3 clusters Score -1013179 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1013242.312500 Penalty: 4628.421875
	Iteration 11Q: 3 clusters Score -1013242 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1013302.812500 Penalty: 4628.421875
	Iteration 12Q: 3 clusters Score -1013303 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1013360.625000 Penalty: 4628.421875
	Iteration 13Q: 3 clusters Score -1013361 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1013417.375000 Penalty: 4628.421875
	Iteration 14Q: 3 clusters Score -1013417 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1013479.875000 Penalty: 4628.421875
	Iteration 15Q: 3 clusters Score -1013480 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1013553.187500 Penalty: 4628.421875
	Iteration 16Q: 3 clusters Score -1013553 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1013631.750000 Penalty: 4628.421875
	Iteration 17Q: 3 clusters Score -1013632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1013707.375000 Penalty: 4628.421875
	Iteration 18Q: 3 clusters Score -1013707 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1013808.562500 Penalty: 4628.421875
	Iteration 19Q: 3 clusters Score -1013809 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1013939.125000 Penalty: 4628.421875
	Iteration 20F: 3 clusters Score -1013939 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1014094.062500 Penalty: 4628.421875
	Iteration 21Q: 3 clusters Score -1014094 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1014252.750000 Penalty: 4628.421875
	Iteration 22Q: 3 clusters Score -1014253 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1014432.250000 Penalty: 4628.421875
	Iteration 23Q: 3 clusters Score -1014432 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1014601.500000 Penalty: 4628.421875
	Iteration 24Q: 3 clusters Score -1014602 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1014747.875000 Penalty: 4628.421875
	Iteration 25Q: 3 clusters Score -1014748 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1014863.312500 Penalty: 4628.421875
	Iteration 26Q: 3 clusters Score -1014863 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1014948.687500 Penalty: 4628.421875
	Iteration 27Q: 3 clusters Score -1014949 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1015000.312500 Penalty: 4628.421875
	Iteration 28Q: 3 clusters Score -1015000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1015047.000000 Penalty: 4628.421875
	Iteration 29Q: 3 clusters Score -1015047 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1015092.187500 Penalty: 4628.421875
	Iteration 30Q: 3 clusters Score -1015092 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1015123.187500 Penalty: 4628.421875
	Iteration 31Q: 3 clusters Score -1015123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1015151.625000 Penalty: 4628.421875
	Iteration 32Q: 3 clusters Score -1015152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1015176.062500 Penalty: 4628.421875
	Iteration 33Q: 3 clusters Score -1015176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1015193.750000 Penalty: 4628.421875
	Iteration 34Q: 3 clusters Score -1015194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1015213.937500 Penalty: 4628.421875
	Iteration 35Q: 3 clusters Score -1015214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1015230.187500 Penalty: 4628.421875
	Iteration 36Q: 3 clusters Score -1015230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1015246.187500 Penalty: 4628.421875
	Iteration 37Q: 3 clusters Score -1015246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1015260.125000 Penalty: 4628.421875
	Iteration 38Q: 3 clusters Score -1015260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1015273.687500 Penalty: 4628.421875
	Iteration 39Q: 3 clusters Score -1015274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1015287.687500 Penalty: 4628.421875
	Iteration 40F: 3 clusters Score -1015288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1015297.437500 Penalty: 4628.421875
	Iteration 41Q: 3 clusters Score -1015297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1015311.875000 Penalty: 4628.421875
	Iteration 42Q: 3 clusters Score -1015312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1015328.812500 Penalty: 4628.421875
	Iteration 43Q: 3 clusters Score -1015329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1015341.187500 Penalty: 4628.421875
	Iteration 44Q: 3 clusters Score -1015341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1015357.250000 Penalty: 4628.421875
	Iteration 45Q: 3 clusters Score -1015357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1015372.062500 Penalty: 4628.421875
	Iteration 46Q: 3 clusters Score -1015372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1015390.312500 Penalty: 4628.421875
	Iteration 47Q: 3 clusters Score -1015390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1015405.500000 Penalty: 4628.421875
	Iteration 48Q: 3 clusters Score -1015406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1015427.062500 Penalty: 4628.421875
	Iteration 49Q: 3 clusters Score -1015427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1015451.562500 Penalty: 4628.421875
	Iteration 50Q: 3 clusters Score -1015452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1015475.937500 Penalty: 4628.421875
	Iteration 51Q: 3 clusters Score -1015476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1015496.000000 Penalty: 4628.421875
	Iteration 52Q: 3 clusters Score -1015496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1015515.062500 Penalty: 4628.421875
	Iteration 53Q: 3 clusters Score -1015515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1015535.062500 Penalty: 4628.421875
	Iteration 54Q: 3 clusters Score -1015535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1015551.000000 Penalty: 4628.421875
	Iteration 55Q: 3 clusters Score -1015551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1015572.437500 Penalty: 4628.421875
	Iteration 56Q: 3 clusters Score -1015572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1015591.750000 Penalty: 4628.421875
	Iteration 57Q: 3 clusters Score -1015592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1015613.625000 Penalty: 4628.421875
	Iteration 58Q: 3 clusters Score -1015614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1015626.500000 Penalty: 4628.421875
	Iteration 59Q: 3 clusters Score -1015626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1015640.875000 Penalty: 4628.421875
	Iteration 60F: 3 clusters Score -1015641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1015659.562500 Penalty: 4628.421875
	Iteration 61Q: 3 clusters Score -1015660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1015677.312500 Penalty: 4628.421875
	Iteration 62Q: 3 clusters Score -1015677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1015686.375000 Penalty: 4628.421875
	Iteration 63Q: 3 clusters Score -1015686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1015697.000000 Penalty: 4628.421875
	Iteration 64Q: 3 clusters Score -1015697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1015705.687500 Penalty: 4628.421875
	Iteration 65Q: 3 clusters Score -1015706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1015714.875000 Penalty: 4628.421875
	Iteration 66Q: 3 clusters Score -1015715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1015721.312500 Penalty: 4628.421875
	Iteration 67Q: 3 clusters Score -1015721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1015729.625000 Penalty: 4628.421875
	Iteration 68Q: 3 clusters Score -1015730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1015733.562500 Penalty: 4628.421875
	Iteration 69Q: 3 clusters Score -1015734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1015738.562500 Penalty: 4628.421875
	Iteration 70Q: 3 clusters Score -1015739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1015746.437500 Penalty: 4628.421875
	Iteration 71Q: 3 clusters Score -1015746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1015750.812500 Penalty: 4628.421875
	Iteration 72Q: 3 clusters Score -1015751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1015755.875000 Penalty: 4628.421875
	Iteration 73Q: 3 clusters Score -1015756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1015762.500000 Penalty: 4628.421875
	Iteration 74Q: 3 clusters Score -1015762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1015763.500000 Penalty: 4628.421875
	Iteration 75Q: 3 clusters Score -1015764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1015765.812500 Penalty: 4628.421875
	Iteration 76Q: 3 clusters Score -1015766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1015773.750000 Penalty: 4628.421875
	Iteration 77Q: 3 clusters Score -1015774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1015782.562500 Penalty: 4628.421875
	Iteration 78Q: 3 clusters Score -1015783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1015783.000000 Penalty: 4628.421875
	Iteration 79Q: 3 clusters Score -1015783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1015787.125000 Penalty: 4628.421875
	Iteration 80F: 3 clusters Score -1015787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1015788.812500 Penalty: 4628.421875
	Iteration 81Q: 3 clusters Score -1015789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1015792.687500 Penalty: 4628.421875
	Iteration 82Q: 3 clusters Score -1015793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1015794.875000 Penalty: 4628.421875
	Iteration 83Q: 3 clusters Score -1015795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1015800.250000 Penalty: 4628.421875
	Iteration 84Q: 3 clusters Score -1015800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1015804.000000 Penalty: 4628.421875
	Iteration 85Q: 3 clusters Score -1015804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1015803.875000 Penalty: 4628.421875
	Iteration 86Q: 3 clusters Score -1015804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1015810.437500 Penalty: 4628.421875
	Iteration 87Q: 3 clusters Score -1015810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1015813.625000 Penalty: 4628.421875
	Iteration 88Q: 3 clusters Score -1015814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1015819.625000 Penalty: 4628.421875
	Iteration 89Q: 3 clusters Score -1015820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1015826.687500 Penalty: 4628.421875
	Iteration 90Q: 3 clusters Score -1015827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1015829.312500 Penalty: 4628.421875
	Iteration 91Q: 3 clusters Score -1015829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1015829.000000 Penalty: 4628.421875
	Iteration 92Q: 3 clusters Score -1015829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1015831.062500 Penalty: 4628.421875
	Iteration 93Q: 3 clusters Score -1015831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1015831.937500 Penalty: 4628.421875
	Iteration 94Q: 3 clusters Score -1015832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1015830.937500 Penalty: 4628.421875
	Iteration 95Q: 3 clusters Score -1015831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1015832.187500 Penalty: 4628.421875
	Iteration 96Q: 3 clusters Score -1015832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1015834.125000 Penalty: 4628.421875
	Iteration 97Q: 3 clusters Score -1015834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1015834.062500 Penalty: 4628.421875
	Iteration 98Q: 3 clusters Score -1015834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1015835.000000 Penalty: 4628.421875
	Iteration 99Q: 3 clusters Score -1015835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1015835.562500 Penalty: 4628.421875
	Iteration 100F: 3 clusters Score -1015836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1015835.625000 Penalty: 4628.421875
	Iteration 101Q: 3 clusters Score -1015836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1015836.750000 Penalty: 4628.421875
	Iteration 102Q: 3 clusters Score -1015837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1015836.750000 Penalty: 4628.421875
	Iteration 103Q: 3 clusters Score -1015837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1015836.000000 Penalty: 4628.421875
	Iteration 104Q: 3 clusters Score -1015836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1015838.750000 Penalty: 4628.421875
	Iteration 105Q: 3 clusters Score -1015839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1015839.375000 Penalty: 4628.421875
	Iteration 106Q: 3 clusters Score -1015839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1015840.062500 Penalty: 4628.421875
	Iteration 107Q: 3 clusters Score -1015840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1015840.062500 Penalty: 4628.421875
	Iteration 108F: 3 clusters Score -1015840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -983823.437500 Penalty: 2322.188232
	Iteration 0F: 2 clusters Score -983823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -975070.500000 Penalty: 4644.376465
	Iteration 0F: 3 clusters Score -975070.5 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -977893.062500 Penalty: 4644.376465
	Iteration 1F: 3 clusters Score -977893.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -978351.875000 Penalty: 4644.376465
	Iteration 2F: 3 clusters Score -978351.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -978839.250000 Penalty: 4644.376465
	Iteration 3F: 3 clusters Score -978839.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -979364.250000 Penalty: 4644.376465
	Iteration 4F: 3 clusters Score -979364.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -979913.250000 Penalty: 4644.376465
	Iteration 5F: 3 clusters Score -979913.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -980428.375000 Penalty: 4644.376465
	Iteration 6F: 3 clusters Score -980428.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -980888.000000 Penalty: 4644.376465
	Iteration 7F: 3 clusters Score -980888 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -981198.875000 Penalty: 4644.376465
	Iteration 8Q: 3 clusters Score -981198.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -981392.250000 Penalty: 4644.376465
	Iteration 9Q: 3 clusters Score -981392.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -981507.000000 Penalty: 4644.376465
	Iteration 10Q: 3 clusters Score -981507 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -981590.312500 Penalty: 4644.376465
	Iteration 11Q: 3 clusters Score -981590.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -981669.000000 Penalty: 4644.376465
	Iteration 12Q: 3 clusters Score -981669 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -981751.437500 Penalty: 4644.376465
	Iteration 13Q: 3 clusters Score -981751.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -981853.312500 Penalty: 4644.376465
	Iteration 14Q: 3 clusters Score -981853.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -981947.812500 Penalty: 4644.376465
	Iteration 15Q: 3 clusters Score -981947.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -982042.375000 Penalty: 4644.376465
	Iteration 16Q: 3 clusters Score -982042.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -982141.625000 Penalty: 4644.376465
	Iteration 17Q: 3 clusters Score -982141.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -982258.125000 Penalty: 4644.376465
	Iteration 18Q: 3 clusters Score -982258.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -982380.500000 Penalty: 4644.376465
	Iteration 19Q: 3 clusters Score -982380.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -982497.750000 Penalty: 4644.376465
	Iteration 20F: 3 clusters Score -982497.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -982603.812500 Penalty: 4644.376465
	Iteration 21Q: 3 clusters Score -982603.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -982694.937500 Penalty: 4644.376465
	Iteration 22Q: 3 clusters Score -982694.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -982771.437500 Penalty: 4644.376465
	Iteration 23Q: 3 clusters Score -982771.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -982830.687500 Penalty: 4644.376465
	Iteration 24Q: 3 clusters Score -982830.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -982886.812500 Penalty: 4644.376465
	Iteration 25Q: 3 clusters Score -982886.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -982927.437500 Penalty: 4644.376465
	Iteration 26Q: 3 clusters Score -982927.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -982944.062500 Penalty: 4644.376465
	Iteration 27Q: 3 clusters Score -982944.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -982966.375000 Penalty: 4644.376465
	Iteration 28Q: 3 clusters Score -982966.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -982978.937500 Penalty: 4644.376465
	Iteration 29Q: 3 clusters Score -982978.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -982988.750000 Penalty: 4644.376465
	Iteration 30Q: 3 clusters Score -982988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -982992.937500 Penalty: 4644.376465
	Iteration 31Q: 3 clusters Score -982992.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -982997.000000 Penalty: 4644.376465
	Iteration 32Q: 3 clusters Score -982997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -982997.375000 Penalty: 4644.376465
	Iteration 33Q: 3 clusters Score -982997.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -983001.187500 Penalty: 4644.376465
	Iteration 34Q: 3 clusters Score -983001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -983003.937500 Penalty: 4644.376465
	Iteration 35Q: 3 clusters Score -983003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -983006.312500 Penalty: 4644.376465
	Iteration 36Q: 3 clusters Score -983006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -983005.250000 Penalty: 4644.376465
	Iteration 37Q: 3 clusters Score -983005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -983004.250000 Penalty: 4644.376465
	Iteration 38Q: 3 clusters Score -983004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -983003.687500 Penalty: 4644.376465
	Iteration 39Q: 3 clusters Score -983003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -983007.875000 Penalty: 4644.376465
	Iteration 40F: 3 clusters Score -983007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -983008.875000 Penalty: 4644.376465
	Iteration 41Q: 3 clusters Score -983008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -983007.000000 Penalty: 4644.376465
	Iteration 42Q: 3 clusters Score -983007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -983007.375000 Penalty: 4644.376465
	Iteration 43Q: 3 clusters Score -983007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -983007.312500 Penalty: 4644.376465
	Iteration 44Q: 3 clusters Score -983007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -983008.500000 Penalty: 4644.376465
	Iteration 45Q: 3 clusters Score -983008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -983009.500000 Penalty: 4644.376465
	Iteration 46Q: 3 clusters Score -983009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -983008.562500 Penalty: 4644.376465
	Iteration 47Q: 3 clusters Score -983008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -983011.312500 Penalty: 4644.376465
	Iteration 48Q: 3 clusters Score -983011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -983010.000000 Penalty: 4644.376465
	Iteration 49Q: 3 clusters Score -983010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -983012.250000 Penalty: 4644.376465
	Iteration 50Q: 3 clusters Score -983012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -983010.437500 Penalty: 4644.376465
	Iteration 51Q: 3 clusters Score -983010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -983010.625000 Penalty: 4644.376465
	Iteration 52Q: 3 clusters Score -983010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -983011.125000 Penalty: 4644.376465
	Iteration 53Q: 3 clusters Score -983011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -983010.312500 Penalty: 4644.376465
	Iteration 54Q: 3 clusters Score -983010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -983011.000000 Penalty: 4644.376465
	Iteration 55Q: 3 clusters Score -983011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -983010.750000 Penalty: 4644.376465
	Iteration 56Q: 3 clusters Score -983010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -983010.750000 Penalty: 4644.376465
	Iteration 57F: 3 clusters Score -983010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Entering Unmasked Estep 
Score: -1454053.000000 Penalty: 2416.197510
	Iteration 0F: 2 clusters Score -1454053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1441950.875000 Penalty: 4832.395020
	Iteration 0F: 3 clusters Score -1441951 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1445978.625000 Penalty: 4832.395020
	Iteration 1F: 3 clusters Score -1445979 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1446508.000000 Penalty: 4832.395020
	Iteration 2F: 3 clusters Score -1446508 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1447089.750000 Penalty: 4832.395020
	Iteration 3F: 3 clusters Score -1447090 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1447799.250000 Penalty: 4832.395020
	Iteration 4F: 3 clusters Score -1447799 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1448655.125000 Penalty: 4832.395020
	Iteration 5F: 3 clusters Score -1448655 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1449415.375000 Penalty: 4832.395020
	Iteration 6F: 3 clusters Score -1449415 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1450020.500000 Penalty: 4832.395020
	Iteration 7F: 3 clusters Score -1450020 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1450496.500000 Penalty: 4832.395020
	Iteration 8Q: 3 clusters Score -1450496 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1450908.875000 Penalty: 4832.395020
	Iteration 9Q: 3 clusters Score -1450909 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1451225.875000 Penalty: 4832.395020
	Iteration 10Q: 3 clusters Score -1451226 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1451542.125000 Penalty: 4832.395020
	Iteration 11Q: 3 clusters Score -1451542 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1451844.875000 Penalty: 4832.395020
	Iteration 12Q: 3 clusters Score -1451845 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1452114.125000 Penalty: 4832.395020
	Iteration 13Q: 3 clusters Score -1452114 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1452325.625000 Penalty: 4832.395020
	Iteration 14Q: 3 clusters Score -1452326 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1452495.750000 Penalty: 4832.395020
	Iteration 15Q: 3 clusters Score -1452496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1452598.375000 Penalty: 4832.395020
	Iteration 16Q: 3 clusters Score -1452598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1452674.500000 Penalty: 4832.395020
	Iteration 17Q: 3 clusters Score -1452674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1452723.000000 Penalty: 4832.395020
	Iteration 18Q: 3 clusters Score -1452723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1452756.750000 Penalty: 4832.395020
	Iteration 19Q: 3 clusters Score -1452757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1452788.875000 Penalty: 4832.395020
	Iteration 20F: 3 clusters Score -1452789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1452818.875000 Penalty: 4832.395020
	Iteration 21Q: 3 clusters Score -1452819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1452838.500000 Penalty: 4832.395020
	Iteration 22Q: 3 clusters Score -1452838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1452854.250000 Penalty: 4832.395020
	Iteration 23Q: 3 clusters Score -1452854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1452861.250000 Penalty: 4832.395020
	Iteration 24Q: 3 clusters Score -1452861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1452862.500000 Penalty: 4832.395020
	Iteration 25Q: 3 clusters Score -1452862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1452868.000000 Penalty: 4832.395020
	Iteration 26Q: 3 clusters Score -1452868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1452863.625000 Penalty: 4832.395020
	Iteration 27Q: 3 clusters Score -1452864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1452866.500000 Penalty: 4832.395020
	Iteration 28Q: 3 clusters Score -1452866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1452868.125000 Penalty: 4832.395020
	Iteration 29Q: 3 clusters Score -1452868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1452870.000000 Penalty: 4832.395020
	Iteration 30Q: 3 clusters Score -1452870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1452874.125000 Penalty: 4832.395020
	Iteration 31Q: 3 clusters Score -1452874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1452876.500000 Penalty: 4832.395020
	Iteration 32Q: 3 clusters Score -1452876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1452878.500000 Penalty: 4832.395020
	Iteration 33Q: 3 clusters Score -1452878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1452879.125000 Penalty: 4832.395020
	Iteration 34Q: 3 clusters Score -1452879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1452879.125000 Penalty: 4832.395020
	Iteration 35F: 3 clusters Score -1452879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Entering Unmasked Estep 
Score: -3747596.750000 Penalty: 2640.407715
	Iteration 0F: 2 clusters Score -3747597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3719072.750000 Penalty: 5280.815430
	Iteration 0F: 3 clusters Score -3719073 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3729938.750000 Penalty: 5280.815430
	Iteration 1F: 3 clusters Score -3729939 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3730603.500000 Penalty: 5280.815430
	Iteration 2Q: 3 clusters Score -3730604 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3731323.500000 Penalty: 5280.815430
	Iteration 3Q: 3 clusters Score -3731324 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3732168.000000 Penalty: 5280.815430
	Iteration 4Q: 3 clusters Score -3732168 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3733128.500000 Penalty: 5280.815430
	Iteration 5Q: 3 clusters Score -3733128 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3734297.500000 Penalty: 5280.815430
	Iteration 6F: 3 clusters Score -3734298 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3735757.750000 Penalty: 5280.815430
	Iteration 7F: 3 clusters Score -3735758 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3737552.000000 Penalty: 5280.815430
	Iteration 8F: 3 clusters Score -3737552 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3739525.500000 Penalty: 5280.815430
	Iteration 9F: 3 clusters Score -3739526 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -3741161.500000 Penalty: 5280.815430
	Iteration 10Q: 3 clusters Score -3741162 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3742333.000000 Penalty: 5280.815430
	Iteration 11Q: 3 clusters Score -3742333 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3742987.250000 Penalty: 5280.815430
	Iteration 12Q: 3 clusters Score -3742987 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -3743444.000000 Penalty: 5280.815430
	Iteration 13Q: 3 clusters Score -3743444 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -3743809.000000 Penalty: 5280.815430
	Iteration 14Q: 3 clusters Score -3743809 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -3744145.250000 Penalty: 5280.815430
	Iteration 15Q: 3 clusters Score -3744145 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -3744409.500000 Penalty: 5280.815430
	Iteration 16Q: 3 clusters Score -3744410 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -3744631.000000 Penalty: 5280.815430
	Iteration 17Q: 3 clusters Score -3744631 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -3744806.250000 Penalty: 5280.815430
	Iteration 18Q: 3 clusters Score -3744806 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -3744936.250000 Penalty: 5280.815430
	Iteration 19Q: 3 clusters Score -3744936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -3745047.000000 Penalty: 5280.815430
	Iteration 20F: 3 clusters Score -3745047 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -3745139.750000 Penalty: 5280.815430
	Iteration 21Q: 3 clusters Score -3745140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -3745198.250000 Penalty: 5280.815430
	Iteration 22Q: 3 clusters Score -3745198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -3745237.000000 Penalty: 5280.815430
	Iteration 23Q: 3 clusters Score -3745237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -3745264.000000 Penalty: 5280.815430
	Iteration 24Q: 3 clusters Score -3745264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -3745293.250000 Penalty: 5280.815430
	Iteration 25Q: 3 clusters Score -3745293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -3745315.500000 Penalty: 5280.815430
	Iteration 26Q: 3 clusters Score -3745316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -3745332.500000 Penalty: 5280.815430
	Iteration 27Q: 3 clusters Score -3745332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -3745342.500000 Penalty: 5280.815430
	Iteration 28Q: 3 clusters Score -3745342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -3745355.750000 Penalty: 5280.815430
	Iteration 29Q: 3 clusters Score -3745356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -3745367.000000 Penalty: 5280.815430
	Iteration 30Q: 3 clusters Score -3745367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -3745374.250000 Penalty: 5280.815430
	Iteration 31Q: 3 clusters Score -3745374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -3745393.250000 Penalty: 5280.815430
	Iteration 32Q: 3 clusters Score -3745393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -3745408.500000 Penalty: 5280.815430
	Iteration 33Q: 3 clusters Score -3745408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -3745421.500000 Penalty: 5280.815430
	Iteration 34Q: 3 clusters Score -3745422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -3745436.000000 Penalty: 5280.815430
	Iteration 35Q: 3 clusters Score -3745436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -3745438.750000 Penalty: 5280.815430
	Iteration 36Q: 3 clusters Score -3745439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -3745446.000000 Penalty: 5280.815430
	Iteration 37Q: 3 clusters Score -3745446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -3745449.000000 Penalty: 5280.815430
	Iteration 38Q: 3 clusters Score -3745449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -3745449.750000 Penalty: 5280.815430
	Iteration 39Q: 3 clusters Score -3745450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -3745454.250000 Penalty: 5280.815430
	Iteration 40F: 3 clusters Score -3745454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -3745466.250000 Penalty: 5280.815430
	Iteration 41Q: 3 clusters Score -3745466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3745475.750000 Penalty: 5280.815430
	Iteration 42Q: 3 clusters Score -3745476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -3745483.750000 Penalty: 5280.815430
	Iteration 43Q: 3 clusters Score -3745484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -3745484.750000 Penalty: 5280.815430
	Iteration 44Q: 3 clusters Score -3745485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -3745487.750000 Penalty: 5280.815430
	Iteration 45Q: 3 clusters Score -3745488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -3745497.500000 Penalty: 5280.815430
	Iteration 46Q: 3 clusters Score -3745498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -3745496.250000 Penalty: 5280.815430
	Iteration 47Q: 3 clusters Score -3745496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -3745498.000000 Penalty: 5280.815430
	Iteration 48Q: 3 clusters Score -3745498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -3745496.000000 Penalty: 5280.815430
	Iteration 49Q: 3 clusters Score -3745496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -3745496.000000 Penalty: 5280.815430
	Iteration 50F: 3 clusters Score -3745496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -212304.578125 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -212304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -209316.593750 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -209316.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -209906.593750 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -209906.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -210069.750000 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -210069.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210177.843750 Penalty: 3892.102539
	Iteration 3Q: 3 clusters Score -210177.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -210260.515625 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -210260.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -210310.015625 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -210310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -210342.812500 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -210342.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210372.734375 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -210372.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210397.734375 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -210397.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -210415.546875 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -210415.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -210438.593750 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -210438.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -210458.765625 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -210458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -210475.921875 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -210475.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -210487.281250 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -210487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -210502.796875 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -210502.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -210519.140625 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -210519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -210532.343750 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -210532.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -210542.515625 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -210542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -210550.953125 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -210551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -210558.046875 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -210558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -210565.062500 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -210565.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210577.625000 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -210577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -210588.171875 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -210588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -210599.359375 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -210599.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -210609.125000 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -210609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -210613.078125 Penalty: 3892.102539
	Iteration 25Q: 3 clusters Score -210613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -210616.312500 Penalty: 3892.102539
	Iteration 26Q: 3 clusters Score -210616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -210619.984375 Penalty: 3892.102539
	Iteration 27Q: 3 clusters Score -210620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210623.609375 Penalty: 3892.102539
	Iteration 28Q: 3 clusters Score -210623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -210626.875000 Penalty: 3892.102539
	Iteration 29Q: 3 clusters Score -210626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -210629.453125 Penalty: 3892.102539
	Iteration 30Q: 3 clusters Score -210629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -210633.531250 Penalty: 3892.102539
	Iteration 31Q: 3 clusters Score -210633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -210636.046875 Penalty: 3892.102539
	Iteration 32Q: 3 clusters Score -210636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -210637.890625 Penalty: 3892.102539
	Iteration 33Q: 3 clusters Score -210637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210639.218750 Penalty: 3892.102539
	Iteration 34Q: 3 clusters Score -210639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -210641.390625 Penalty: 3892.102539
	Iteration 35Q: 3 clusters Score -210641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -210644.843750 Penalty: 3892.102539
	Iteration 36Q: 3 clusters Score -210644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -210645.375000 Penalty: 3892.102539
	Iteration 37Q: 3 clusters Score -210645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -210646.875000 Penalty: 3892.102539
	Iteration 38Q: 3 clusters Score -210646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -210649.000000 Penalty: 3892.102539
	Iteration 39Q: 3 clusters Score -210649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -210649.109375 Penalty: 3892.102539
	Iteration 40F: 3 clusters Score -210649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210649.593750 Penalty: 3892.102539
	Iteration 41Q: 3 clusters Score -210649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210649.593750 Penalty: 3892.102539
	Iteration 42F: 3 clusters Score -210649.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -533423.687500 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -533423.7 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 3209 members 
Entering Unmasked Estep 
Score: -528022.812500 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -528022.8 nChanged 2509
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: -529435.500000 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -529435.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -529708.812500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -529708.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -529892.375000 Penalty: 4345.573730
	Iteration 3F: 3 clusters Score -529892.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -530034.812500 Penalty: 4345.573730
	Iteration 4Q: 3 clusters Score -530034.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -530197.250000 Penalty: 4345.573730
	Iteration 5Q: 3 clusters Score -530197.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -530384.562500 Penalty: 4345.573730
	Iteration 6Q: 3 clusters Score -530384.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -530568.750000 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -530568.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -530741.437500 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -530741.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -530918.625000 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -530918.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -531064.625000 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -531064.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -531203.187500 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -531203.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -531326.000000 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -531326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -531450.500000 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -531450.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -531562.500000 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -531562.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -531666.625000 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -531666.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -531750.687500 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -531750.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -531817.312500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -531817.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -531854.250000 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -531854.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -531875.812500 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -531875.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -531890.312500 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -531890.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -531900.937500 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -531900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -531909.187500 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -531909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -531915.250000 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -531915.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -531923.187500 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -531923.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -531928.125000 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -531928.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -531934.437500 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -531934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -531934.437500 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -531934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -531935.812500 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -531935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -531936.875000 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -531936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -531936.937500 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -531936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -531938.187500 Penalty: 4345.573730
	Iteration 31Q: 3 clusters Score -531938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -531939.375000 Penalty: 4345.573730
	Iteration 32Q: 3 clusters Score -531939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -531939.375000 Penalty: 4345.573730
	Iteration 33F: 3 clusters Score -531939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 26911 members 
Mstep: Class 3 contains 25097 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 67077 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 431986 members 
Mstep: Class 12 contains 25964 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 22303 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 38951 members 
Mstep: Class 18 contains 133491 members 
Mstep: Class 19 contains 15452 members 
Mstep: Class 20 contains 207213 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 96309 members 
Mstep: Class 23 contains 14300 members 
Mstep: Class 24 contains 200911 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24452 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21617 members 
Mstep: Class 30 contains 11288 members 
Mstep: Class 31 contains 11657 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 42058 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146491040.000000 Penalty: 128110.953125
Iteration 279Q: 37 clusters Score -1.46491e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 25093 members 
Mstep: Class 4 contains 15896 members 
Mstep: Class 5 contains 67147 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16225 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 18673 members 
Mstep: Class 11 contains 432174 members 
Mstep: Class 12 contains 25999 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 22351 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38961 members 
Mstep: Class 18 contains 133452 members 
Mstep: Class 19 contains 16769 members 
Mstep: Class 20 contains 207519 members 
Mstep: Class 21 contains 6502 members 
Mstep: Class 22 contains 96164 members 
Mstep: Class 23 contains 14310 members 
Mstep: Class 24 contains 201156 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24479 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21458 members 
Mstep: Class 30 contains 11279 members 
Mstep: Class 31 contains 11658 members 
Mstep: Class 32 contains 17037 members 
Mstep: Class 33 contains 42128 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6418 members 
Mstep: Class 36 contains 154520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492560.000000 Penalty: 128110.953125
Iteration 280F: 37 clusters Score -1.464926e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 26892 members 
Mstep: Class 3 contains 25088 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 67095 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 18678 members 
Mstep: Class 11 contains 431847 members 
Mstep: Class 12 contains 26001 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 22391 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38822 members 
Mstep: Class 18 contains 133518 members 
Mstep: Class 19 contains 17595 members 
Mstep: Class 20 contains 207569 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 95954 members 
Mstep: Class 23 contains 14269 members 
Mstep: Class 24 contains 201027 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24430 members 
Mstep: Class 27 contains 4041 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21330 members 
Mstep: Class 30 contains 11265 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 17041 members 
Mstep: Class 33 contains 42219 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 154742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492832.000000 Penalty: 128110.953125
Iteration 281Q: 37 clusters Score -1.464928e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 26866 members 
Mstep: Class 3 contains 25088 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 67088 members 
Mstep: Class 6 contains 2940 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16181 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 18672 members 
Mstep: Class 11 contains 431532 members 
Mstep: Class 12 contains 26001 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 22419 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38743 members 
Mstep: Class 18 contains 133598 members 
Mstep: Class 19 contains 18261 members 
Mstep: Class 20 contains 207630 members 
Mstep: Class 21 contains 6377 members 
Mstep: Class 22 contains 95744 members 
Mstep: Class 23 contains 14245 members 
Mstep: Class 24 contains 200936 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24409 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21244 members 
Mstep: Class 30 contains 11269 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 17045 members 
Mstep: Class 33 contains 42318 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6459 members 
Mstep: Class 36 contains 154796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493248.000000 Penalty: 128110.953125
Iteration 282Q: 37 clusters Score -1.464932e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 26853 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 67076 members 
Mstep: Class 6 contains 2940 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16172 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 18681 members 
Mstep: Class 11 contains 431279 members 
Mstep: Class 12 contains 26008 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 22458 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38683 members 
Mstep: Class 18 contains 133669 members 
Mstep: Class 19 contains 18816 members 
Mstep: Class 20 contains 207680 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 95543 members 
Mstep: Class 23 contains 14228 members 
Mstep: Class 24 contains 200862 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24408 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21165 members 
Mstep: Class 30 contains 11267 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 17044 members 
Mstep: Class 33 contains 42428 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6479 members 
Mstep: Class 36 contains 154768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 283Q: 37 clusters Score -1.464933e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 26852 members 
Mstep: Class 3 contains 25086 members 
Mstep: Class 4 contains 15777 members 
Mstep: Class 5 contains 67072 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 2344 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 431104 members 
Mstep: Class 12 contains 26015 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 22502 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38632 members 
Mstep: Class 18 contains 133724 members 
Mstep: Class 19 contains 19241 members 
Mstep: Class 20 contains 207706 members 
Mstep: Class 21 contains 6271 members 
Mstep: Class 22 contains 95351 members 
Mstep: Class 23 contains 14214 members 
Mstep: Class 24 contains 200823 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24394 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 21120 members 
Mstep: Class 30 contains 11266 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 17040 members 
Mstep: Class 33 contains 42568 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6492 members 
Mstep: Class 36 contains 154681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493536.000000 Penalty: 128110.953125
Iteration 284Q: 37 clusters Score -1.464935e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 26849 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 67069 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 2344 members 
Mstep: Class 10 contains 18687 members 
Mstep: Class 11 contains 431009 members 
Mstep: Class 12 contains 26026 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 22525 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38587 members 
Mstep: Class 18 contains 133739 members 
Mstep: Class 19 contains 19557 members 
Mstep: Class 20 contains 207724 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 95186 members 
Mstep: Class 23 contains 14203 members 
Mstep: Class 24 contains 200798 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 21093 members 
Mstep: Class 30 contains 11257 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17039 members 
Mstep: Class 33 contains 42708 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6497 members 
Mstep: Class 36 contains 154598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493328.000000 Penalty: 128110.953125
Iteration 285Q: 37 clusters Score -1.464933e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 26840 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15745 members 
Mstep: Class 5 contains 67056 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 430967 members 
Mstep: Class 12 contains 26018 members 
Mstep: Class 13 contains 6419 members 
Mstep: Class 14 contains 22566 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 38541 members 
Mstep: Class 18 contains 133742 members 
Mstep: Class 19 contains 19856 members 
Mstep: Class 20 contains 207745 members 
Mstep: Class 21 contains 6204 members 
Mstep: Class 22 contains 95023 members 
Mstep: Class 23 contains 14199 members 
Mstep: Class 24 contains 200781 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4053 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 21075 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17042 members 
Mstep: Class 33 contains 42833 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6499 members 
Mstep: Class 36 contains 154498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493360.000000 Penalty: 128110.953125
Iteration 286Q: 37 clusters Score -1.464934e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 26831 members 
Mstep: Class 3 contains 25084 members 
Mstep: Class 4 contains 15731 members 
Mstep: Class 5 contains 67050 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 18688 members 
Mstep: Class 11 contains 430953 members 
Mstep: Class 12 contains 26011 members 
Mstep: Class 13 contains 6421 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38496 members 
Mstep: Class 18 contains 133756 members 
Mstep: Class 19 contains 20095 members 
Mstep: Class 20 contains 207782 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 94851 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200780 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 21046 members 
Mstep: Class 30 contains 11249 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 17040 members 
Mstep: Class 33 contains 42953 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 154401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493424.000000 Penalty: 128110.953125
Iteration 287Q: 37 clusters Score -1.464934e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 26829 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 18689 members 
Mstep: Class 11 contains 430971 members 
Mstep: Class 12 contains 26014 members 
Mstep: Class 13 contains 6422 members 
Mstep: Class 14 contains 22597 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38458 members 
Mstep: Class 18 contains 133750 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 20 contains 207814 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 94699 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200781 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24390 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 21021 members 
Mstep: Class 30 contains 11247 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17039 members 
Mstep: Class 33 contains 43075 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6509 members 
Mstep: Class 36 contains 154288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493392.000000 Penalty: 128110.953125
Iteration 288Q: 37 clusters Score -1.464934e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 26825 members 
Mstep: Class 3 contains 25086 members 
Mstep: Class 4 contains 15710 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 431015 members 
Mstep: Class 12 contains 26017 members 
Mstep: Class 13 contains 6422 members 
Mstep: Class 14 contains 22611 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38425 members 
Mstep: Class 18 contains 133759 members 
Mstep: Class 19 contains 20456 members 
Mstep: Class 20 contains 207817 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 94549 members 
Mstep: Class 23 contains 14184 members 
Mstep: Class 24 contains 200773 members 
Mstep: Class 25 contains 3795 members 
Mstep: Class 26 contains 24390 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 20999 members 
Mstep: Class 30 contains 11249 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 17034 members 
Mstep: Class 33 contains 43171 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6517 members 
Mstep: Class 36 contains 154196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493328.000000 Penalty: 128110.953125
Iteration 289Q: 37 clusters Score -1.464933e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 25088 members 
Mstep: Class 4 contains 15701 members 
Mstep: Class 5 contains 67034 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 16158 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 18685 members 
Mstep: Class 11 contains 431088 members 
Mstep: Class 12 contains 26020 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 22622 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38397 members 
Mstep: Class 18 contains 133775 members 
Mstep: Class 19 contains 20613 members 
Mstep: Class 20 contains 207825 members 
Mstep: Class 21 contains 6149 members 
Mstep: Class 22 contains 94390 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200765 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20972 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 17032 members 
Mstep: Class 33 contains 43250 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6524 members 
Mstep: Class 36 contains 154103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 290Q: 37 clusters Score -1.464933e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25088 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16157 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 18683 members 
Mstep: Class 11 contains 431136 members 
Mstep: Class 12 contains 26023 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 22636 members 
Mstep: Class 15 contains 3056 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 133787 members 
Mstep: Class 19 contains 20743 members 
Mstep: Class 20 contains 207830 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 94260 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200764 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4053 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20950 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 17032 members 
Mstep: Class 33 contains 43314 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6527 members 
Mstep: Class 36 contains 154030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493488.000000 Penalty: 128110.953125
Iteration 291Q: 37 clusters Score -1.464935e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 26815 members 
Mstep: Class 3 contains 25086 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 67031 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 18683 members 
Mstep: Class 11 contains 431163 members 
Mstep: Class 12 contains 26033 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 22651 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38370 members 
Mstep: Class 18 contains 133794 members 
Mstep: Class 19 contains 20842 members 
Mstep: Class 20 contains 207837 members 
Mstep: Class 21 contains 6124 members 
Mstep: Class 22 contains 94156 members 
Mstep: Class 23 contains 14184 members 
Mstep: Class 24 contains 200762 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20925 members 
Mstep: Class 30 contains 11252 members 
Mstep: Class 31 contains 11649 members 
Mstep: Class 32 contains 17033 members 
Mstep: Class 33 contains 43364 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6531 members 
Mstep: Class 36 contains 153970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493472.000000 Penalty: 128110.953125
Iteration 292Q: 37 clusters Score -1.464935e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 67031 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16160 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 18677 members 
Mstep: Class 11 contains 431189 members 
Mstep: Class 12 contains 26043 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 22668 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38362 members 
Mstep: Class 18 contains 133796 members 
Mstep: Class 19 contains 20936 members 
Mstep: Class 20 contains 207841 members 
Mstep: Class 21 contains 6106 members 
Mstep: Class 22 contains 94074 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200762 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20905 members 
Mstep: Class 30 contains 11248 members 
Mstep: Class 31 contains 11648 members 
Mstep: Class 32 contains 17034 members 
Mstep: Class 33 contains 43407 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 153913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493504.000000 Penalty: 128110.953125
Iteration 293Q: 37 clusters Score -1.464935e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 67035 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16160 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 431216 members 
Mstep: Class 12 contains 26055 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 22683 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 38338 members 
Mstep: Class 18 contains 133799 members 
Mstep: Class 19 contains 21008 members 
Mstep: Class 20 contains 207854 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 93987 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200777 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20886 members 
Mstep: Class 30 contains 11247 members 
Mstep: Class 31 contains 11647 members 
Mstep: Class 32 contains 17035 members 
Mstep: Class 33 contains 43443 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6537 members 
Mstep: Class 36 contains 153872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493392.000000 Penalty: 128110.953125
Iteration 294Q: 37 clusters Score -1.464934e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25084 members 
Mstep: Class 4 contains 15666 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 431262 members 
Mstep: Class 12 contains 26064 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38324 members 
Mstep: Class 18 contains 133792 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 207869 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 93892 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200784 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 24390 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20879 members 
Mstep: Class 30 contains 11248 members 
Mstep: Class 31 contains 11648 members 
Mstep: Class 32 contains 17034 members 
Mstep: Class 33 contains 43474 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6538 members 
Mstep: Class 36 contains 153835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493520.000000 Penalty: 128110.953125
Iteration 295Q: 37 clusters Score -1.464935e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15662 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 431322 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 38310 members 
Mstep: Class 18 contains 133781 members 
Mstep: Class 19 contains 21129 members 
Mstep: Class 20 contains 207871 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 93803 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200792 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20868 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 11648 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 43497 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6541 members 
Mstep: Class 36 contains 153809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493312.000000 Penalty: 128110.953125
Iteration 296Q: 37 clusters Score -1.464933e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25085 members 
Mstep: Class 4 contains 15655 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 431367 members 
Mstep: Class 12 contains 26077 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22700 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 38303 members 
Mstep: Class 18 contains 133770 members 
Mstep: Class 19 contains 21178 members 
Mstep: Class 20 contains 207885 members 
Mstep: Class 21 contains 6063 members 
Mstep: Class 22 contains 93723 members 
Mstep: Class 23 contains 14193 members 
Mstep: Class 24 contains 200792 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20861 members 
Mstep: Class 30 contains 11257 members 
Mstep: Class 31 contains 11649 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 43523 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 6544 members 
Mstep: Class 36 contains 153779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493408.000000 Penalty: 128110.953125
Iteration 297Q: 37 clusters Score -1.464934e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 26820 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 67037 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 431403 members 
Mstep: Class 12 contains 26073 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22701 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38296 members 
Mstep: Class 18 contains 133756 members 
Mstep: Class 19 contains 21219 members 
Mstep: Class 20 contains 207898 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 93647 members 
Mstep: Class 23 contains 14196 members 
Mstep: Class 24 contains 200797 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24392 members 
Mstep: Class 27 contains 4047 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 20847 members 
Mstep: Class 30 contains 11267 members 
Mstep: Class 31 contains 11650 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43551 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6547 members 
Mstep: Class 36 contains 153762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493472.000000 Penalty: 128110.953125
Iteration 298Q: 37 clusters Score -1.464935e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 26820 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 15654 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 431445 members 
Mstep: Class 12 contains 26073 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38289 members 
Mstep: Class 18 contains 133741 members 
Mstep: Class 19 contains 21254 members 
Mstep: Class 20 contains 207915 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 93567 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200807 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24392 members 
Mstep: Class 27 contains 4047 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 20838 members 
Mstep: Class 30 contains 11271 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17027 members 
Mstep: Class 33 contains 43581 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6548 members 
Mstep: Class 36 contains 153747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 299Q: 37 clusters Score -1.464933e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 15651 members 
Mstep: Class 5 contains 67035 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 431496 members 
Mstep: Class 12 contains 26073 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38273 members 
Mstep: Class 18 contains 133727 members 
Mstep: Class 19 contains 21297 members 
Mstep: Class 20 contains 207939 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 93485 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200817 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24391 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 20829 members 
Mstep: Class 30 contains 11272 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17027 members 
Mstep: Class 33 contains 43603 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6550 members 
Mstep: Class 36 contains 153725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493296.000000 Penalty: 128110.953125
Iteration 300F: 37 clusters Score -1.464933e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 26821 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 67037 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 431543 members 
Mstep: Class 12 contains 26076 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38268 members 
Mstep: Class 18 contains 133722 members 
Mstep: Class 19 contains 21342 members 
Mstep: Class 20 contains 207951 members 
Mstep: Class 21 contains 6047 members 
Mstep: Class 22 contains 93410 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200829 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 20826 members 
Mstep: Class 30 contains 11274 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17027 members 
Mstep: Class 33 contains 43615 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6552 members 
Mstep: Class 36 contains 153693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493200.000000 Penalty: 128110.953125
Iteration 301Q: 37 clusters Score -1.464932e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 26820 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 67034 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 431585 members 
Mstep: Class 12 contains 26074 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22699 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38266 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 21376 members 
Mstep: Class 20 contains 207962 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 93353 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200844 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24388 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 20821 members 
Mstep: Class 30 contains 11278 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17027 members 
Mstep: Class 33 contains 43627 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6553 members 
Mstep: Class 36 contains 153667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493216.000000 Penalty: 128110.953125
Iteration 302Q: 37 clusters Score -1.464932e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 26818 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 15640 members 
Mstep: Class 5 contains 67034 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 431630 members 
Mstep: Class 12 contains 26076 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22699 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38264 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21410 members 
Mstep: Class 20 contains 207967 members 
Mstep: Class 21 contains 6038 members 
Mstep: Class 22 contains 93292 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200855 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24388 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 20818 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17027 members 
Mstep: Class 33 contains 43635 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6554 members 
Mstep: Class 36 contains 153643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493152.000000 Penalty: 128110.953125
Iteration 303Q: 37 clusters Score -1.464932e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 431680 members 
Mstep: Class 12 contains 26073 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38267 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21447 members 
Mstep: Class 20 contains 207972 members 
Mstep: Class 21 contains 6031 members 
Mstep: Class 22 contains 93228 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200860 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 20814 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43643 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6556 members 
Mstep: Class 36 contains 153612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493168.000000 Penalty: 128110.953125
Iteration 304Q: 37 clusters Score -1.464932e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25081 members 
Mstep: Class 4 contains 15640 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 431731 members 
Mstep: Class 12 contains 26075 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38267 members 
Mstep: Class 18 contains 133705 members 
Mstep: Class 19 contains 21470 members 
Mstep: Class 20 contains 207978 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 93168 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200871 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24389 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20814 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 43647 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6557 members 
Mstep: Class 36 contains 153588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 305Q: 37 clusters Score -1.464933e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25081 members 
Mstep: Class 4 contains 15640 members 
Mstep: Class 5 contains 67031 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 431792 members 
Mstep: Class 12 contains 26076 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22708 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 17 contains 38264 members 
Mstep: Class 18 contains 133701 members 
Mstep: Class 19 contains 21497 members 
Mstep: Class 20 contains 207979 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 93105 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200875 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24388 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20814 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 43652 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493232.000000 Penalty: 128110.953125
Iteration 306Q: 37 clusters Score -1.464932e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25081 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 67029 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 431840 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22715 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 38264 members 
Mstep: Class 18 contains 133704 members 
Mstep: Class 19 contains 21528 members 
Mstep: Class 20 contains 207979 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 93048 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200875 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24388 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20813 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 43657 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493168.000000 Penalty: 128110.953125
Iteration 307Q: 37 clusters Score -1.464932e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 67030 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18672 members 
Mstep: Class 11 contains 431889 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 38263 members 
Mstep: Class 18 contains 133700 members 
Mstep: Class 19 contains 21554 members 
Mstep: Class 20 contains 207981 members 
Mstep: Class 21 contains 6004 members 
Mstep: Class 22 contains 92990 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200877 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24387 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20813 members 
Mstep: Class 30 contains 11284 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43662 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493200.000000 Penalty: 128110.953125
Iteration 308Q: 37 clusters Score -1.464932e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15634 members 
Mstep: Class 5 contains 67031 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18673 members 
Mstep: Class 11 contains 431938 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 38266 members 
Mstep: Class 18 contains 133695 members 
Mstep: Class 19 contains 21576 members 
Mstep: Class 20 contains 207987 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92920 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200886 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24385 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20809 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 43671 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493216.000000 Penalty: 128110.953125
Iteration 309Q: 37 clusters Score -1.464932e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 67030 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18673 members 
Mstep: Class 11 contains 431989 members 
Mstep: Class 12 contains 26077 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38264 members 
Mstep: Class 18 contains 133689 members 
Mstep: Class 19 contains 21598 members 
Mstep: Class 20 contains 207992 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92862 members 
Mstep: Class 23 contains 14191 members 
Mstep: Class 24 contains 200887 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24385 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20807 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 43679 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493248.000000 Penalty: 128110.953125
Iteration 310Q: 37 clusters Score -1.464932e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 26815 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16166 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18673 members 
Mstep: Class 11 contains 432033 members 
Mstep: Class 12 contains 26077 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22719 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38265 members 
Mstep: Class 18 contains 133685 members 
Mstep: Class 19 contains 21623 members 
Mstep: Class 20 contains 208000 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92803 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200887 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24385 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20806 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 43686 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493232.000000 Penalty: 128110.953125
Iteration 311Q: 37 clusters Score -1.464932e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15632 members 
Mstep: Class 5 contains 67032 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18673 members 
Mstep: Class 11 contains 432076 members 
Mstep: Class 12 contains 26077 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38264 members 
Mstep: Class 18 contains 133687 members 
Mstep: Class 19 contains 21652 members 
Mstep: Class 20 contains 208008 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92742 members 
Mstep: Class 23 contains 14190 members 
Mstep: Class 24 contains 200888 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24384 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20808 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 43694 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493232.000000 Penalty: 128110.953125
Iteration 312Q: 37 clusters Score -1.464932e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15632 members 
Mstep: Class 5 contains 67029 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18673 members 
Mstep: Class 11 contains 432130 members 
Mstep: Class 12 contains 26077 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38263 members 
Mstep: Class 18 contains 133688 members 
Mstep: Class 19 contains 21683 members 
Mstep: Class 20 contains 208016 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92673 members 
Mstep: Class 23 contains 14189 members 
Mstep: Class 24 contains 200892 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24383 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20807 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 43700 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493072.000000 Penalty: 128110.953125
Iteration 313Q: 37 clusters Score -1.464931e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 67028 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 432184 members 
Mstep: Class 12 contains 26078 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38259 members 
Mstep: Class 18 contains 133689 members 
Mstep: Class 19 contains 21705 members 
Mstep: Class 20 contains 208022 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92608 members 
Mstep: Class 23 contains 14189 members 
Mstep: Class 24 contains 200897 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24381 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20804 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43708 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493184.000000 Penalty: 128110.953125
Iteration 314Q: 37 clusters Score -1.464932e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 67029 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18672 members 
Mstep: Class 11 contains 432230 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38259 members 
Mstep: Class 18 contains 133689 members 
Mstep: Class 19 contains 21728 members 
Mstep: Class 20 contains 208028 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92550 members 
Mstep: Class 23 contains 14188 members 
Mstep: Class 24 contains 200896 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24381 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20803 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43714 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493184.000000 Penalty: 128110.953125
Iteration 315Q: 37 clusters Score -1.464932e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15635 members 
Mstep: Class 5 contains 67028 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18672 members 
Mstep: Class 11 contains 432282 members 
Mstep: Class 12 contains 26078 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38256 members 
Mstep: Class 18 contains 133689 members 
Mstep: Class 19 contains 21754 members 
Mstep: Class 20 contains 208030 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92499 members 
Mstep: Class 23 contains 14188 members 
Mstep: Class 24 contains 200893 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24381 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20801 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43718 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493232.000000 Penalty: 128110.953125
Iteration 316Q: 37 clusters Score -1.464932e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 67027 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18669 members 
Mstep: Class 11 contains 432330 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38253 members 
Mstep: Class 18 contains 133688 members 
Mstep: Class 19 contains 21777 members 
Mstep: Class 20 contains 208032 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92442 members 
Mstep: Class 23 contains 14188 members 
Mstep: Class 24 contains 200897 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24380 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20802 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43722 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493344.000000 Penalty: 128110.953125
Iteration 317Q: 37 clusters Score -1.464933e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 26811 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 67032 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18669 members 
Mstep: Class 11 contains 432381 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38254 members 
Mstep: Class 18 contains 133688 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 208034 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92380 members 
Mstep: Class 23 contains 14188 members 
Mstep: Class 24 contains 200902 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24380 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20801 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43728 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493408.000000 Penalty: 128110.953125
Iteration 318Q: 37 clusters Score -1.464934e+08 nChanged 93
Entering ConstructFrom: 
Score: -146493408.000000 Penalty: 128110.953125
Entering ConstructFrom: 
Trying to split cluster 1 (22247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Entering Unmasked Estep 
Score: -1919175.250000 Penalty: 2482.470703
	Iteration 0F: 2 clusters Score -1919175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1903676.750000 Penalty: 4964.941406
	Iteration 0F: 3 clusters Score -1903677 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1908916.500000 Penalty: 4964.941406
	Iteration 1F: 3 clusters Score -1908916 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1909271.250000 Penalty: 4964.941406
	Iteration 2Q: 3 clusters Score -1909271 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1909593.125000 Penalty: 4964.941406
	Iteration 3Q: 3 clusters Score -1909593 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1909957.625000 Penalty: 4964.941406
	Iteration 4Q: 3 clusters Score -1909958 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1910437.875000 Penalty: 4964.941406
	Iteration 5Q: 3 clusters Score -1910438 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1911096.750000 Penalty: 4964.941406
	Iteration 6F: 3 clusters Score -1911097 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1911923.625000 Penalty: 4964.941406
	Iteration 7F: 3 clusters Score -1911924 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1912916.625000 Penalty: 4964.941406
	Iteration 8F: 3 clusters Score -1912917 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1913918.375000 Penalty: 4964.941406
	Iteration 9F: 3 clusters Score -1913918 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1914794.625000 Penalty: 4964.941406
	Iteration 10F: 3 clusters Score -1914795 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1915498.125000 Penalty: 4964.941406
	Iteration 11Q: 3 clusters Score -1915498 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1916045.375000 Penalty: 4964.941406
	Iteration 12Q: 3 clusters Score -1916045 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -1916460.000000 Penalty: 4964.941406
	Iteration 13Q: 3 clusters Score -1916460 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1916743.375000 Penalty: 4964.941406
	Iteration 14Q: 3 clusters Score -1916743 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1916929.875000 Penalty: 4964.941406
	Iteration 15Q: 3 clusters Score -1916930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1917055.625000 Penalty: 4964.941406
	Iteration 16Q: 3 clusters Score -1917056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1917131.625000 Penalty: 4964.941406
	Iteration 17Q: 3 clusters Score -1917132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1917178.625000 Penalty: 4964.941406
	Iteration 18Q: 3 clusters Score -1917179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1917210.875000 Penalty: 4964.941406
	Iteration 19Q: 3 clusters Score -1917211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1917257.000000 Penalty: 4964.941406
	Iteration 20F: 3 clusters Score -1917257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1917300.250000 Penalty: 4964.941406
	Iteration 21Q: 3 clusters Score -1917300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -1917335.250000 Penalty: 4964.941406
	Iteration 22Q: 3 clusters Score -1917335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -1917375.625000 Penalty: 4964.941406
	Iteration 23Q: 3 clusters Score -1917376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1917401.250000 Penalty: 4964.941406
	Iteration 24Q: 3 clusters Score -1917401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1917430.375000 Penalty: 4964.941406
	Iteration 25Q: 3 clusters Score -1917430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1917463.625000 Penalty: 4964.941406
	Iteration 26Q: 3 clusters Score -1917464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -1917487.875000 Penalty: 4964.941406
	Iteration 27Q: 3 clusters Score -1917488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -1917509.000000 Penalty: 4964.941406
	Iteration 28Q: 3 clusters Score -1917509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -1917529.500000 Penalty: 4964.941406
	Iteration 29Q: 3 clusters Score -1917530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1917538.875000 Penalty: 4964.941406
	Iteration 30Q: 3 clusters Score -1917539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1917552.750000 Penalty: 4964.941406
	Iteration 31Q: 3 clusters Score -1917553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1917556.375000 Penalty: 4964.941406
	Iteration 32Q: 3 clusters Score -1917556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1917560.750000 Penalty: 4964.941406
	Iteration 33Q: 3 clusters Score -1917561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1917566.000000 Penalty: 4964.941406
	Iteration 34Q: 3 clusters Score -1917566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1917566.500000 Penalty: 4964.941406
	Iteration 35Q: 3 clusters Score -1917566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1917574.500000 Penalty: 4964.941406
	Iteration 36Q: 3 clusters Score -1917574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -1917580.125000 Penalty: 4964.941406
	Iteration 37Q: 3 clusters Score -1917580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1917584.125000 Penalty: 4964.941406
	Iteration 38Q: 3 clusters Score -1917584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1917590.000000 Penalty: 4964.941406
	Iteration 39Q: 3 clusters Score -1917590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1917594.750000 Penalty: 4964.941406
	Iteration 40F: 3 clusters Score -1917595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1917595.250000 Penalty: 4964.941406
	Iteration 41Q: 3 clusters Score -1917595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1917599.375000 Penalty: 4964.941406
	Iteration 42Q: 3 clusters Score -1917599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -1917602.000000 Penalty: 4964.941406
	Iteration 43Q: 3 clusters Score -1917602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1917601.250000 Penalty: 4964.941406
	Iteration 44Q: 3 clusters Score -1917601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1917598.375000 Penalty: 4964.941406
	Iteration 45Q: 3 clusters Score -1917598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1917602.750000 Penalty: 4964.941406
	Iteration 46Q: 3 clusters Score -1917603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1917602.750000 Penalty: 4964.941406
	Iteration 47Q: 3 clusters Score -1917603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1917601.625000 Penalty: 4964.941406
	Iteration 48Q: 3 clusters Score -1917602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1917603.125000 Penalty: 4964.941406
	Iteration 49Q: 3 clusters Score -1917603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1917605.500000 Penalty: 4964.941406
	Iteration 50Q: 3 clusters Score -1917606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1917604.375000 Penalty: 4964.941406
	Iteration 51Q: 3 clusters Score -1917604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1917604.375000 Penalty: 4964.941406
	Iteration 52F: 3 clusters Score -1917604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Entering Unmasked Estep 
Score: -2421525.500000 Penalty: 2528.739502
	Iteration 0F: 2 clusters Score -2421526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2403110.250000 Penalty: 5057.479004
	Iteration 0F: 3 clusters Score -2403110 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2409928.750000 Penalty: 5057.479004
	Iteration 1F: 3 clusters Score -2409929 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2410599.250000 Penalty: 5057.479004
	Iteration 2F: 3 clusters Score -2410599 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2411211.000000 Penalty: 5057.479004
	Iteration 3F: 3 clusters Score -2411211 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2411916.750000 Penalty: 5057.479004
	Iteration 4F: 3 clusters Score -2411917 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2412785.750000 Penalty: 5057.479004
	Iteration 5F: 3 clusters Score -2412786 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2413905.000000 Penalty: 5057.479004
	Iteration 6F: 3 clusters Score -2413905 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2415206.500000 Penalty: 5057.479004
	Iteration 7F: 3 clusters Score -2415206 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2416576.250000 Penalty: 5057.479004
	Iteration 8F: 3 clusters Score -2416576 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2417751.000000 Penalty: 5057.479004
	Iteration 9F: 3 clusters Score -2417751 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2418621.500000 Penalty: 5057.479004
	Iteration 10Q: 3 clusters Score -2418622 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2419225.000000 Penalty: 5057.479004
	Iteration 11Q: 3 clusters Score -2419225 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2419533.500000 Penalty: 5057.479004
	Iteration 12Q: 3 clusters Score -2419534 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -2419673.750000 Penalty: 5057.479004
	Iteration 13Q: 3 clusters Score -2419674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2419741.000000 Penalty: 5057.479004
	Iteration 14Q: 3 clusters Score -2419741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2419777.500000 Penalty: 5057.479004
	Iteration 15Q: 3 clusters Score -2419778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2419803.750000 Penalty: 5057.479004
	Iteration 16Q: 3 clusters Score -2419804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -2419819.500000 Penalty: 5057.479004
	Iteration 17Q: 3 clusters Score -2419820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2419824.250000 Penalty: 5057.479004
	Iteration 18Q: 3 clusters Score -2419824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2419831.250000 Penalty: 5057.479004
	Iteration 19Q: 3 clusters Score -2419831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2419834.500000 Penalty: 5057.479004
	Iteration 20F: 3 clusters Score -2419834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2419837.500000 Penalty: 5057.479004
	Iteration 21Q: 3 clusters Score -2419838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2419840.750000 Penalty: 5057.479004
	Iteration 22Q: 3 clusters Score -2419841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2419843.750000 Penalty: 5057.479004
	Iteration 23Q: 3 clusters Score -2419844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2419845.000000 Penalty: 5057.479004
	Iteration 24Q: 3 clusters Score -2419845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2419846.250000 Penalty: 5057.479004
	Iteration 25Q: 3 clusters Score -2419846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -2419849.000000 Penalty: 5057.479004
	Iteration 26Q: 3 clusters Score -2419849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2419847.750000 Penalty: 5057.479004
	Iteration 27Q: 3 clusters Score -2419848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -2419851.000000 Penalty: 5057.479004
	Iteration 28Q: 3 clusters Score -2419851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2419851.250000 Penalty: 5057.479004
	Iteration 29Q: 3 clusters Score -2419851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2419852.750000 Penalty: 5057.479004
	Iteration 30Q: 3 clusters Score -2419853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2419855.000000 Penalty: 5057.479004
	Iteration 31Q: 3 clusters Score -2419855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2419855.000000 Penalty: 5057.479004
	Iteration 32F: 3 clusters Score -2419855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Entering Unmasked Estep 
Score: -2147040.750000 Penalty: 2512.187012
	Iteration 0F: 2 clusters Score -2147041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2129671.500000 Penalty: 5024.374023
	Iteration 0F: 3 clusters Score -2129672 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2135652.500000 Penalty: 5024.374023
	Iteration 1F: 3 clusters Score -2135652 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2135988.500000 Penalty: 5024.374023
	Iteration 2Q: 3 clusters Score -2135988 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2136230.000000 Penalty: 5024.374023
	Iteration 3Q: 3 clusters Score -2136230 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2136424.750000 Penalty: 5024.374023
	Iteration 4Q: 3 clusters Score -2136425 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2136610.500000 Penalty: 5024.374023
	Iteration 5Q: 3 clusters Score -2136610 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2136835.500000 Penalty: 5024.374023
	Iteration 6Q: 3 clusters Score -2136836 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2137113.000000 Penalty: 5024.374023
	Iteration 7Q: 3 clusters Score -2137113 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2137521.250000 Penalty: 5024.374023
	Iteration 8Q: 3 clusters Score -2137521 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2138176.250000 Penalty: 5024.374023
	Iteration 9Q: 3 clusters Score -2138176 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2139182.500000 Penalty: 5024.374023
	Iteration 10F: 3 clusters Score -2139182 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2140516.500000 Penalty: 5024.374023
	Iteration 11F: 3 clusters Score -2140516 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2142004.250000 Penalty: 5024.374023
	Iteration 12F: 3 clusters Score -2142004 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2143265.250000 Penalty: 5024.374023
	Iteration 13F: 3 clusters Score -2143265 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2144014.000000 Penalty: 5024.374023
	Iteration 14Q: 3 clusters Score -2144014 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2144385.500000 Penalty: 5024.374023
	Iteration 15Q: 3 clusters Score -2144386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2144579.000000 Penalty: 5024.374023
	Iteration 16Q: 3 clusters Score -2144579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2144680.000000 Penalty: 5024.374023
	Iteration 17Q: 3 clusters Score -2144680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2144746.750000 Penalty: 5024.374023
	Iteration 18Q: 3 clusters Score -2144747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2144784.000000 Penalty: 5024.374023
	Iteration 19Q: 3 clusters Score -2144784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2144803.750000 Penalty: 5024.374023
	Iteration 20F: 3 clusters Score -2144804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2144814.750000 Penalty: 5024.374023
	Iteration 21Q: 3 clusters Score -2144815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -2144822.000000 Penalty: 5024.374023
	Iteration 22Q: 3 clusters Score -2144822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2144829.750000 Penalty: 5024.374023
	Iteration 23Q: 3 clusters Score -2144830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2144840.500000 Penalty: 5024.374023
	Iteration 24Q: 3 clusters Score -2144840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2144846.000000 Penalty: 5024.374023
	Iteration 25Q: 3 clusters Score -2144846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2144847.750000 Penalty: 5024.374023
	Iteration 26Q: 3 clusters Score -2144848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2144851.500000 Penalty: 5024.374023
	Iteration 27Q: 3 clusters Score -2144852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2144853.250000 Penalty: 5024.374023
	Iteration 28Q: 3 clusters Score -2144853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2144855.500000 Penalty: 5024.374023
	Iteration 29Q: 3 clusters Score -2144856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2144860.000000 Penalty: 5024.374023
	Iteration 30Q: 3 clusters Score -2144860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2144860.000000 Penalty: 5024.374023
	Iteration 31F: 3 clusters Score -2144860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Entering Unmasked Estep 
Score: -1367681.625000 Penalty: 2395.033936
	Iteration 0F: 2 clusters Score -1367682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1356491.125000 Penalty: 4790.067871
	Iteration 0F: 3 clusters Score -1356491 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1360071.000000 Penalty: 4790.067871
	Iteration 1F: 3 clusters Score -1360071 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1360444.125000 Penalty: 4790.067871
	Iteration 2F: 3 clusters Score -1360444 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1360741.000000 Penalty: 4790.067871
	Iteration 3Q: 3 clusters Score -1360741 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1360962.750000 Penalty: 4790.067871
	Iteration 4Q: 3 clusters Score -1360963 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1361142.125000 Penalty: 4790.067871
	Iteration 5Q: 3 clusters Score -1361142 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1361318.500000 Penalty: 4790.067871
	Iteration 6Q: 3 clusters Score -1361318 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1361478.000000 Penalty: 4790.067871
	Iteration 7Q: 3 clusters Score -1361478 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1361651.250000 Penalty: 4790.067871
	Iteration 8Q: 3 clusters Score -1361651 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1361822.375000 Penalty: 4790.067871
	Iteration 9Q: 3 clusters Score -1361822 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1361992.000000 Penalty: 4790.067871
	Iteration 10Q: 3 clusters Score -1361992 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1362166.625000 Penalty: 4790.067871
	Iteration 11Q: 3 clusters Score -1362167 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1362370.375000 Penalty: 4790.067871
	Iteration 12Q: 3 clusters Score -1362370 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1362603.875000 Penalty: 4790.067871
	Iteration 13Q: 3 clusters Score -1362604 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1362880.750000 Penalty: 4790.067871
	Iteration 14Q: 3 clusters Score -1362881 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1363189.625000 Penalty: 4790.067871
	Iteration 15Q: 3 clusters Score -1363190 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1363523.500000 Penalty: 4790.067871
	Iteration 16Q: 3 clusters Score -1363524 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1363846.625000 Penalty: 4790.067871
	Iteration 17Q: 3 clusters Score -1363847 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1364212.000000 Penalty: 4790.067871
	Iteration 18Q: 3 clusters Score -1364212 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1364491.625000 Penalty: 4790.067871
	Iteration 19Q: 3 clusters Score -1364492 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1364694.000000 Penalty: 4790.067871
	Iteration 20F: 3 clusters Score -1364694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1364871.625000 Penalty: 4790.067871
	Iteration 21Q: 3 clusters Score -1364872 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1364990.875000 Penalty: 4790.067871
	Iteration 22Q: 3 clusters Score -1364991 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1365064.750000 Penalty: 4790.067871
	Iteration 23Q: 3 clusters Score -1365065 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1365130.375000 Penalty: 4790.067871
	Iteration 24Q: 3 clusters Score -1365130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1365171.750000 Penalty: 4790.067871
	Iteration 25Q: 3 clusters Score -1365172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1365223.750000 Penalty: 4790.067871
	Iteration 26Q: 3 clusters Score -1365224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1365277.375000 Penalty: 4790.067871
	Iteration 27Q: 3 clusters Score -1365277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1365325.000000 Penalty: 4790.067871
	Iteration 28Q: 3 clusters Score -1365325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1365377.875000 Penalty: 4790.067871
	Iteration 29Q: 3 clusters Score -1365378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1365414.500000 Penalty: 4790.067871
	Iteration 30Q: 3 clusters Score -1365414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1365450.625000 Penalty: 4790.067871
	Iteration 31Q: 3 clusters Score -1365451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1365481.375000 Penalty: 4790.067871
	Iteration 32Q: 3 clusters Score -1365481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1365508.375000 Penalty: 4790.067871
	Iteration 33Q: 3 clusters Score -1365508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1365531.375000 Penalty: 4790.067871
	Iteration 34Q: 3 clusters Score -1365531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1365547.625000 Penalty: 4790.067871
	Iteration 35Q: 3 clusters Score -1365548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1365555.125000 Penalty: 4790.067871
	Iteration 36Q: 3 clusters Score -1365555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1365565.000000 Penalty: 4790.067871
	Iteration 37Q: 3 clusters Score -1365565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1365578.125000 Penalty: 4790.067871
	Iteration 38Q: 3 clusters Score -1365578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1365587.875000 Penalty: 4790.067871
	Iteration 39Q: 3 clusters Score -1365588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1365598.625000 Penalty: 4790.067871
	Iteration 40F: 3 clusters Score -1365599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1365612.375000 Penalty: 4790.067871
	Iteration 41Q: 3 clusters Score -1365612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1365625.500000 Penalty: 4790.067871
	Iteration 42Q: 3 clusters Score -1365626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1365641.875000 Penalty: 4790.067871
	Iteration 43Q: 3 clusters Score -1365642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1365654.375000 Penalty: 4790.067871
	Iteration 44Q: 3 clusters Score -1365654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1365662.750000 Penalty: 4790.067871
	Iteration 45Q: 3 clusters Score -1365663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1365668.875000 Penalty: 4790.067871
	Iteration 46Q: 3 clusters Score -1365669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1365675.875000 Penalty: 4790.067871
	Iteration 47Q: 3 clusters Score -1365676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1365682.250000 Penalty: 4790.067871
	Iteration 48Q: 3 clusters Score -1365682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1365684.875000 Penalty: 4790.067871
	Iteration 49Q: 3 clusters Score -1365685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1365691.750000 Penalty: 4790.067871
	Iteration 50Q: 3 clusters Score -1365692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1365701.625000 Penalty: 4790.067871
	Iteration 51Q: 3 clusters Score -1365702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1365705.000000 Penalty: 4790.067871
	Iteration 52Q: 3 clusters Score -1365705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1365710.875000 Penalty: 4790.067871
	Iteration 53Q: 3 clusters Score -1365711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1365716.875000 Penalty: 4790.067871
	Iteration 54Q: 3 clusters Score -1365717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1365721.875000 Penalty: 4790.067871
	Iteration 55Q: 3 clusters Score -1365722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1365723.625000 Penalty: 4790.067871
	Iteration 56Q: 3 clusters Score -1365724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1365727.500000 Penalty: 4790.067871
	Iteration 57Q: 3 clusters Score -1365728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1365730.500000 Penalty: 4790.067871
	Iteration 58Q: 3 clusters Score -1365730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1365730.750000 Penalty: 4790.067871
	Iteration 59Q: 3 clusters Score -1365731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1365734.625000 Penalty: 4790.067871
	Iteration 60F: 3 clusters Score -1365735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1365736.250000 Penalty: 4790.067871
	Iteration 61Q: 3 clusters Score -1365736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1365743.000000 Penalty: 4790.067871
	Iteration 62Q: 3 clusters Score -1365743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1365748.375000 Penalty: 4790.067871
	Iteration 63Q: 3 clusters Score -1365748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1365751.500000 Penalty: 4790.067871
	Iteration 64Q: 3 clusters Score -1365752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1365751.500000 Penalty: 4790.067871
	Iteration 65Q: 3 clusters Score -1365752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1365754.500000 Penalty: 4790.067871
	Iteration 66Q: 3 clusters Score -1365754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1365758.750000 Penalty: 4790.067871
	Iteration 67Q: 3 clusters Score -1365759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1365763.625000 Penalty: 4790.067871
	Iteration 68Q: 3 clusters Score -1365764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1365767.125000 Penalty: 4790.067871
	Iteration 69Q: 3 clusters Score -1365767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1365770.250000 Penalty: 4790.067871
	Iteration 70Q: 3 clusters Score -1365770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1365771.625000 Penalty: 4790.067871
	Iteration 71Q: 3 clusters Score -1365772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1365775.625000 Penalty: 4790.067871
	Iteration 72Q: 3 clusters Score -1365776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1365774.000000 Penalty: 4790.067871
	Iteration 73Q: 3 clusters Score -1365774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1365775.750000 Penalty: 4790.067871
	Iteration 74Q: 3 clusters Score -1365776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1365777.125000 Penalty: 4790.067871
	Iteration 75Q: 3 clusters Score -1365777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1365778.125000 Penalty: 4790.067871
	Iteration 76Q: 3 clusters Score -1365778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1365782.250000 Penalty: 4790.067871
	Iteration 77Q: 3 clusters Score -1365782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1365782.750000 Penalty: 4790.067871
	Iteration 78Q: 3 clusters Score -1365783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1365784.375000 Penalty: 4790.067871
	Iteration 79Q: 3 clusters Score -1365784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1365784.375000 Penalty: 4790.067871
	Iteration 80F: 3 clusters Score -1365784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Entering Unmasked Estep 
Score: -6025897.000000 Penalty: 2756.012939
	Iteration 0F: 2 clusters Score -6025897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5981072.000000 Penalty: 5512.025879
	Iteration 0F: 3 clusters Score -5981072 nChanged 31320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -5998483.500000 Penalty: 5512.025879
	Iteration 1F: 3 clusters Score -5998484 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5999058.000000 Penalty: 5512.025879
	Iteration 2Q: 3 clusters Score -5999058 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5999687.500000 Penalty: 5512.025879
	Iteration 3Q: 3 clusters Score -5999688 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -6000399.000000 Penalty: 5512.025879
	Iteration 4Q: 3 clusters Score -6000399 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6001526.500000 Penalty: 5512.025879
	Iteration 5Q: 3 clusters Score -6001526 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -6003318.500000 Penalty: 5512.025879
	Iteration 6F: 3 clusters Score -6003318 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -6006226.500000 Penalty: 5512.025879
	Iteration 7F: 3 clusters Score -6006226 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -6010307.000000 Penalty: 5512.025879
	Iteration 8F: 3 clusters Score -6010307 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -6015195.500000 Penalty: 5512.025879
	Iteration 9F: 3 clusters Score -6015196 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -6019695.500000 Penalty: 5512.025879
	Iteration 10F: 3 clusters Score -6019696 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -6022413.000000 Penalty: 5512.025879
	Iteration 11Q: 3 clusters Score -6022413 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -6023476.000000 Penalty: 5512.025879
	Iteration 12Q: 3 clusters Score -6023476 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -6023938.500000 Penalty: 5512.025879
	Iteration 13Q: 3 clusters Score -6023938 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -6024153.500000 Penalty: 5512.025879
	Iteration 14Q: 3 clusters Score -6024154 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -6024262.500000 Penalty: 5512.025879
	Iteration 15Q: 3 clusters Score -6024262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -6024323.500000 Penalty: 5512.025879
	Iteration 16Q: 3 clusters Score -6024324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -6024383.000000 Penalty: 5512.025879
	Iteration 17Q: 3 clusters Score -6024383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -6024427.000000 Penalty: 5512.025879
	Iteration 18Q: 3 clusters Score -6024427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -6024459.000000 Penalty: 5512.025879
	Iteration 19Q: 3 clusters Score -6024459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -6024477.000000 Penalty: 5512.025879
	Iteration 20F: 3 clusters Score -6024477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -6024510.000000 Penalty: 5512.025879
	Iteration 21Q: 3 clusters Score -6024510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -6024513.000000 Penalty: 5512.025879
	Iteration 22Q: 3 clusters Score -6024513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -6024518.500000 Penalty: 5512.025879
	Iteration 23Q: 3 clusters Score -6024518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -6024519.000000 Penalty: 5512.025879
	Iteration 24Q: 3 clusters Score -6024519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6024526.000000 Penalty: 5512.025879
	Iteration 25Q: 3 clusters Score -6024526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6024533.500000 Penalty: 5512.025879
	Iteration 26Q: 3 clusters Score -6024534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -6024534.500000 Penalty: 5512.025879
	Iteration 27Q: 3 clusters Score -6024534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -6024543.500000 Penalty: 5512.025879
	Iteration 28Q: 3 clusters Score -6024544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -6024536.000000 Penalty: 5512.025879
	Iteration 29Q: 3 clusters Score -6024536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -6024540.000000 Penalty: 5512.025879
	Iteration 30Q: 3 clusters Score -6024540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -6024540.000000 Penalty: 5512.025879
	Iteration 31F: 3 clusters Score -6024540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Entering Unmasked Estep 
Score: -234360.406250 Penalty: 1979.977661
	Iteration 0F: 2 clusters Score -234360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -231197.031250 Penalty: 3959.955322
	Iteration 0F: 3 clusters Score -231197 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -231897.031250 Penalty: 3959.955322
	Iteration 1F: 3 clusters Score -231897 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -232119.656250 Penalty: 3959.955322
	Iteration 2F: 3 clusters Score -232119.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -232254.125000 Penalty: 3959.955322
	Iteration 3F: 3 clusters Score -232254.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -232344.453125 Penalty: 3959.955322
	Iteration 4Q: 3 clusters Score -232344.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -232416.437500 Penalty: 3959.955322
	Iteration 5Q: 3 clusters Score -232416.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -232482.140625 Penalty: 3959.955322
	Iteration 6Q: 3 clusters Score -232482.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -232538.140625 Penalty: 3959.955322
	Iteration 7Q: 3 clusters Score -232538.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -232593.921875 Penalty: 3959.955322
	Iteration 8Q: 3 clusters Score -232593.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -232646.281250 Penalty: 3959.955322
	Iteration 9Q: 3 clusters Score -232646.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -232702.265625 Penalty: 3959.955322
	Iteration 10Q: 3 clusters Score -232702.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -232748.687500 Penalty: 3959.955322
	Iteration 11Q: 3 clusters Score -232748.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -232793.437500 Penalty: 3959.955322
	Iteration 12Q: 3 clusters Score -232793.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -232824.609375 Penalty: 3959.955322
	Iteration 13Q: 3 clusters Score -232824.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -232861.406250 Penalty: 3959.955322
	Iteration 14Q: 3 clusters Score -232861.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -232907.796875 Penalty: 3959.955322
	Iteration 15Q: 3 clusters Score -232907.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -232951.046875 Penalty: 3959.955322
	Iteration 16Q: 3 clusters Score -232951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -232981.234375 Penalty: 3959.955322
	Iteration 17Q: 3 clusters Score -232981.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -233018.718750 Penalty: 3959.955322
	Iteration 18Q: 3 clusters Score -233018.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -233045.234375 Penalty: 3959.955322
	Iteration 19Q: 3 clusters Score -233045.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -233074.671875 Penalty: 3959.955322
	Iteration 20F: 3 clusters Score -233074.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -233108.859375 Penalty: 3959.955322
	Iteration 21Q: 3 clusters Score -233108.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -233149.312500 Penalty: 3959.955322
	Iteration 22Q: 3 clusters Score -233149.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -233174.546875 Penalty: 3959.955322
	Iteration 23Q: 3 clusters Score -233174.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -233199.671875 Penalty: 3959.955322
	Iteration 24Q: 3 clusters Score -233199.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -233214.921875 Penalty: 3959.955322
	Iteration 25Q: 3 clusters Score -233214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -233227.031250 Penalty: 3959.955322
	Iteration 26Q: 3 clusters Score -233227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -233239.796875 Penalty: 3959.955322
	Iteration 27Q: 3 clusters Score -233239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -233247.437500 Penalty: 3959.955322
	Iteration 28Q: 3 clusters Score -233247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -233254.984375 Penalty: 3959.955322
	Iteration 29Q: 3 clusters Score -233255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -233264.921875 Penalty: 3959.955322
	Iteration 30Q: 3 clusters Score -233264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -233271.703125 Penalty: 3959.955322
	Iteration 31Q: 3 clusters Score -233271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -233277.562500 Penalty: 3959.955322
	Iteration 32Q: 3 clusters Score -233277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -233280.234375 Penalty: 3959.955322
	Iteration 33Q: 3 clusters Score -233280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -233280.828125 Penalty: 3959.955322
	Iteration 34Q: 3 clusters Score -233280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -233281.718750 Penalty: 3959.955322
	Iteration 35Q: 3 clusters Score -233281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -233281.734375 Penalty: 3959.955322
	Iteration 36Q: 3 clusters Score -233281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -233281.734375 Penalty: 3959.955322
	Iteration 37F: 3 clusters Score -233281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -22308.884766 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -22308.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21099.802734 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -21099.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21176.789062 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -21176.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21193.005859 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -21193.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21206.380859 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -21206.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21218.957031 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -21218.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21226.558594 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -21226.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21235.306641 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -21235.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21300.720703 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -21300.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21305.933594 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -21305.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21305.933594 Penalty: 2835.645752
	Iteration 9F: 3 clusters Score -21305.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Entering Unmasked Estep 
Score: -1454189.375000 Penalty: 2403.300293
	Iteration 0F: 2 clusters Score -1454189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1442617.125000 Penalty: 4806.600586
	Iteration 0F: 3 clusters Score -1442617 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1446431.750000 Penalty: 4806.600586
	Iteration 1F: 3 clusters Score -1446432 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1446800.625000 Penalty: 4806.600586
	Iteration 2F: 3 clusters Score -1446801 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1447079.375000 Penalty: 4806.600586
	Iteration 3Q: 3 clusters Score -1447079 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1447337.625000 Penalty: 4806.600586
	Iteration 4Q: 3 clusters Score -1447338 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1447567.625000 Penalty: 4806.600586
	Iteration 5Q: 3 clusters Score -1447568 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1447822.000000 Penalty: 4806.600586
	Iteration 6Q: 3 clusters Score -1447822 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1448070.875000 Penalty: 4806.600586
	Iteration 7Q: 3 clusters Score -1448071 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1448341.125000 Penalty: 4806.600586
	Iteration 8Q: 3 clusters Score -1448341 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1448642.000000 Penalty: 4806.600586
	Iteration 9Q: 3 clusters Score -1448642 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1449038.000000 Penalty: 4806.600586
	Iteration 10Q: 3 clusters Score -1449038 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1449472.500000 Penalty: 4806.600586
	Iteration 11Q: 3 clusters Score -1449472 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1449960.375000 Penalty: 4806.600586
	Iteration 12Q: 3 clusters Score -1449960 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1450475.875000 Penalty: 4806.600586
	Iteration 13Q: 3 clusters Score -1450476 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1450944.375000 Penalty: 4806.600586
	Iteration 14Q: 3 clusters Score -1450944 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1451273.625000 Penalty: 4806.600586
	Iteration 15Q: 3 clusters Score -1451274 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1451468.500000 Penalty: 4806.600586
	Iteration 16Q: 3 clusters Score -1451468 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1451585.875000 Penalty: 4806.600586
	Iteration 17Q: 3 clusters Score -1451586 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1451659.125000 Penalty: 4806.600586
	Iteration 18Q: 3 clusters Score -1451659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1451701.750000 Penalty: 4806.600586
	Iteration 19Q: 3 clusters Score -1451702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1451746.625000 Penalty: 4806.600586
	Iteration 20F: 3 clusters Score -1451747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1451788.875000 Penalty: 4806.600586
	Iteration 21Q: 3 clusters Score -1451789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1451827.000000 Penalty: 4806.600586
	Iteration 22Q: 3 clusters Score -1451827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1451856.125000 Penalty: 4806.600586
	Iteration 23Q: 3 clusters Score -1451856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1451885.125000 Penalty: 4806.600586
	Iteration 24Q: 3 clusters Score -1451885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1451901.125000 Penalty: 4806.600586
	Iteration 25Q: 3 clusters Score -1451901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1451919.375000 Penalty: 4806.600586
	Iteration 26Q: 3 clusters Score -1451919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1451931.875000 Penalty: 4806.600586
	Iteration 27Q: 3 clusters Score -1451932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1451942.125000 Penalty: 4806.600586
	Iteration 28Q: 3 clusters Score -1451942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1451945.750000 Penalty: 4806.600586
	Iteration 29Q: 3 clusters Score -1451946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1451953.375000 Penalty: 4806.600586
	Iteration 30Q: 3 clusters Score -1451953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1451956.875000 Penalty: 4806.600586
	Iteration 31Q: 3 clusters Score -1451957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1451965.625000 Penalty: 4806.600586
	Iteration 32Q: 3 clusters Score -1451966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1451977.625000 Penalty: 4806.600586
	Iteration 33Q: 3 clusters Score -1451978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1451989.500000 Penalty: 4806.600586
	Iteration 34Q: 3 clusters Score -1451990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1452006.625000 Penalty: 4806.600586
	Iteration 35Q: 3 clusters Score -1452007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1452019.625000 Penalty: 4806.600586
	Iteration 36Q: 3 clusters Score -1452020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1452027.625000 Penalty: 4806.600586
	Iteration 37Q: 3 clusters Score -1452028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1452029.375000 Penalty: 4806.600586
	Iteration 38Q: 3 clusters Score -1452029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1452035.000000 Penalty: 4806.600586
	Iteration 39Q: 3 clusters Score -1452035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1452037.375000 Penalty: 4806.600586
	Iteration 40F: 3 clusters Score -1452037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1452040.875000 Penalty: 4806.600586
	Iteration 41Q: 3 clusters Score -1452041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1452046.625000 Penalty: 4806.600586
	Iteration 42Q: 3 clusters Score -1452047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1452051.625000 Penalty: 4806.600586
	Iteration 43Q: 3 clusters Score -1452052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1452056.875000 Penalty: 4806.600586
	Iteration 44Q: 3 clusters Score -1452057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1452057.500000 Penalty: 4806.600586
	Iteration 45Q: 3 clusters Score -1452058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1452062.750000 Penalty: 4806.600586
	Iteration 46Q: 3 clusters Score -1452063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1452068.625000 Penalty: 4806.600586
	Iteration 47Q: 3 clusters Score -1452069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1452072.625000 Penalty: 4806.600586
	Iteration 48Q: 3 clusters Score -1452073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1452071.750000 Penalty: 4806.600586
	Iteration 49Q: 3 clusters Score -1452072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1452074.625000 Penalty: 4806.600586
	Iteration 50Q: 3 clusters Score -1452075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1452073.375000 Penalty: 4806.600586
	Iteration 51Q: 3 clusters Score -1452073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1452075.750000 Penalty: 4806.600586
	Iteration 52Q: 3 clusters Score -1452076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1452079.125000 Penalty: 4806.600586
	Iteration 53Q: 3 clusters Score -1452079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1452079.375000 Penalty: 4806.600586
	Iteration 54Q: 3 clusters Score -1452079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1452079.500000 Penalty: 4806.600586
	Iteration 55Q: 3 clusters Score -1452080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1452080.625000 Penalty: 4806.600586
	Iteration 56Q: 3 clusters Score -1452081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1452080.625000 Penalty: 4806.600586
	Iteration 57F: 3 clusters Score -1452081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -192185.875000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -192185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -189373.796875 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -189373.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -189932.062500 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -189932.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -190054.031250 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -190054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -190127.406250 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -190127.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -190186.468750 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -190186.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -190227.453125 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -190227.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190252.421875 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -190252.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -190278.171875 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -190278.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -190301.625000 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -190301.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -190327.031250 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -190327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -190349.234375 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -190349.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190381.015625 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -190381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190406.546875 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -190406.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -190424.453125 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -190424.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -190440.109375 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -190440.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -190459.046875 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -190459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -190481.406250 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -190481.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -190498.203125 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -190498.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -190512.203125 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -190512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -190526.859375 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -190526.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190541.265625 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -190541.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -190559.781250 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -190559.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -190580.328125 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -190580.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -190601.171875 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -190601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190620.140625 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -190620.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -190638.609375 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -190638.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -190660.312500 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -190660.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -190688.828125 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -190688.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190719.515625 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -190719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -190738.656250 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -190738.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190758.171875 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -190758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -190773.968750 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -190774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -190789.625000 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -190789.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -190807.109375 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -190807.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -190827.078125 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -190827.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -190845.062500 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -190845.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -190874.093750 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -190874.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -190898.812500 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -190898.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -190928.453125 Penalty: 3846.860596
	Iteration 38Q: 3 clusters Score -190928.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -190945.593750 Penalty: 3846.860596
	Iteration 39Q: 3 clusters Score -190945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -190953.406250 Penalty: 3846.860596
	Iteration 40F: 3 clusters Score -190953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -190964.125000 Penalty: 3846.860596
	Iteration 41Q: 3 clusters Score -190964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -190977.953125 Penalty: 3846.860596
	Iteration 42Q: 3 clusters Score -190978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -190995.078125 Penalty: 3846.860596
	Iteration 43Q: 3 clusters Score -190995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -191010.890625 Penalty: 3846.860596
	Iteration 44Q: 3 clusters Score -191010.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -191020.781250 Penalty: 3846.860596
	Iteration 45Q: 3 clusters Score -191020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -191027.171875 Penalty: 3846.860596
	Iteration 46Q: 3 clusters Score -191027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -191032.390625 Penalty: 3846.860596
	Iteration 47Q: 3 clusters Score -191032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -191039.875000 Penalty: 3846.860596
	Iteration 48Q: 3 clusters Score -191039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -191042.109375 Penalty: 3846.860596
	Iteration 49Q: 3 clusters Score -191042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -191042.109375 Penalty: 3846.860596
	Iteration 50F: 3 clusters Score -191042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Entering Unmasked Estep 
Score: -1626425.000000 Penalty: 2438.985596
	Iteration 0F: 2 clusters Score -1626425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1613201.500000 Penalty: 4877.971191
	Iteration 0F: 3 clusters Score -1613202 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1617451.625000 Penalty: 4877.971191
	Iteration 1F: 3 clusters Score -1617452 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1617835.625000 Penalty: 4877.971191
	Iteration 2F: 3 clusters Score -1617836 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1618165.500000 Penalty: 4877.971191
	Iteration 3Q: 3 clusters Score -1618166 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1618482.375000 Penalty: 4877.971191
	Iteration 4Q: 3 clusters Score -1618482 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1618831.375000 Penalty: 4877.971191
	Iteration 5Q: 3 clusters Score -1618831 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1619244.250000 Penalty: 4877.971191
	Iteration 6Q: 3 clusters Score -1619244 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1619715.750000 Penalty: 4877.971191
	Iteration 7Q: 3 clusters Score -1619716 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1620216.875000 Penalty: 4877.971191
	Iteration 8Q: 3 clusters Score -1620217 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1620753.250000 Penalty: 4877.971191
	Iteration 9Q: 3 clusters Score -1620753 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1621231.625000 Penalty: 4877.971191
	Iteration 10Q: 3 clusters Score -1621232 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1621621.500000 Penalty: 4877.971191
	Iteration 11Q: 3 clusters Score -1621622 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1621906.625000 Penalty: 4877.971191
	Iteration 12Q: 3 clusters Score -1621907 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1622108.625000 Penalty: 4877.971191
	Iteration 13Q: 3 clusters Score -1622109 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1622282.375000 Penalty: 4877.971191
	Iteration 14Q: 3 clusters Score -1622282 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1622418.625000 Penalty: 4877.971191
	Iteration 15Q: 3 clusters Score -1622419 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1622530.500000 Penalty: 4877.971191
	Iteration 16Q: 3 clusters Score -1622530 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1622627.750000 Penalty: 4877.971191
	Iteration 17Q: 3 clusters Score -1622628 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1622704.500000 Penalty: 4877.971191
	Iteration 18Q: 3 clusters Score -1622704 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1622773.750000 Penalty: 4877.971191
	Iteration 19Q: 3 clusters Score -1622774 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1622842.625000 Penalty: 4877.971191
	Iteration 20F: 3 clusters Score -1622843 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1622905.375000 Penalty: 4877.971191
	Iteration 21Q: 3 clusters Score -1622905 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1622974.500000 Penalty: 4877.971191
	Iteration 22Q: 3 clusters Score -1622974 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1623029.875000 Penalty: 4877.971191
	Iteration 23Q: 3 clusters Score -1623030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1623085.375000 Penalty: 4877.971191
	Iteration 24Q: 3 clusters Score -1623085 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1623148.375000 Penalty: 4877.971191
	Iteration 25Q: 3 clusters Score -1623148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1623200.500000 Penalty: 4877.971191
	Iteration 26Q: 3 clusters Score -1623200 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1623257.000000 Penalty: 4877.971191
	Iteration 27Q: 3 clusters Score -1623257 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1623304.625000 Penalty: 4877.971191
	Iteration 28Q: 3 clusters Score -1623305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1623358.750000 Penalty: 4877.971191
	Iteration 29Q: 3 clusters Score -1623359 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1623397.125000 Penalty: 4877.971191
	Iteration 30Q: 3 clusters Score -1623397 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1623445.500000 Penalty: 4877.971191
	Iteration 31Q: 3 clusters Score -1623446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1623477.000000 Penalty: 4877.971191
	Iteration 32Q: 3 clusters Score -1623477 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1623496.125000 Penalty: 4877.971191
	Iteration 33Q: 3 clusters Score -1623496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1623517.875000 Penalty: 4877.971191
	Iteration 34Q: 3 clusters Score -1623518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1623557.125000 Penalty: 4877.971191
	Iteration 35Q: 3 clusters Score -1623557 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1623596.125000 Penalty: 4877.971191
	Iteration 36Q: 3 clusters Score -1623596 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1623641.750000 Penalty: 4877.971191
	Iteration 37Q: 3 clusters Score -1623642 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1623693.875000 Penalty: 4877.971191
	Iteration 38Q: 3 clusters Score -1623694 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1623751.000000 Penalty: 4877.971191
	Iteration 39Q: 3 clusters Score -1623751 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1623810.250000 Penalty: 4877.971191
	Iteration 40F: 3 clusters Score -1623810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1623858.375000 Penalty: 4877.971191
	Iteration 41Q: 3 clusters Score -1623858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1623903.000000 Penalty: 4877.971191
	Iteration 42Q: 3 clusters Score -1623903 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1623952.125000 Penalty: 4877.971191
	Iteration 43Q: 3 clusters Score -1623952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1623997.625000 Penalty: 4877.971191
	Iteration 44Q: 3 clusters Score -1623998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1624033.875000 Penalty: 4877.971191
	Iteration 45Q: 3 clusters Score -1624034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1624072.250000 Penalty: 4877.971191
	Iteration 46Q: 3 clusters Score -1624072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1624108.750000 Penalty: 4877.971191
	Iteration 47Q: 3 clusters Score -1624109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1624138.875000 Penalty: 4877.971191
	Iteration 48Q: 3 clusters Score -1624139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1624173.625000 Penalty: 4877.971191
	Iteration 49Q: 3 clusters Score -1624174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1624203.500000 Penalty: 4877.971191
	Iteration 50Q: 3 clusters Score -1624204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1624227.500000 Penalty: 4877.971191
	Iteration 51Q: 3 clusters Score -1624228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1624254.375000 Penalty: 4877.971191
	Iteration 52Q: 3 clusters Score -1624254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1624288.500000 Penalty: 4877.971191
	Iteration 53Q: 3 clusters Score -1624288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1624309.875000 Penalty: 4877.971191
	Iteration 54Q: 3 clusters Score -1624310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1624329.000000 Penalty: 4877.971191
	Iteration 55Q: 3 clusters Score -1624329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1624349.500000 Penalty: 4877.971191
	Iteration 56Q: 3 clusters Score -1624350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1624375.250000 Penalty: 4877.971191
	Iteration 57Q: 3 clusters Score -1624375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1624389.000000 Penalty: 4877.971191
	Iteration 58Q: 3 clusters Score -1624389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1624395.750000 Penalty: 4877.971191
	Iteration 59Q: 3 clusters Score -1624396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1624418.375000 Penalty: 4877.971191
	Iteration 60F: 3 clusters Score -1624418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1624429.500000 Penalty: 4877.971191
	Iteration 61Q: 3 clusters Score -1624430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1624443.000000 Penalty: 4877.971191
	Iteration 62Q: 3 clusters Score -1624443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1624449.875000 Penalty: 4877.971191
	Iteration 63Q: 3 clusters Score -1624450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1624460.125000 Penalty: 4877.971191
	Iteration 64Q: 3 clusters Score -1624460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1624471.000000 Penalty: 4877.971191
	Iteration 65Q: 3 clusters Score -1624471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1624487.125000 Penalty: 4877.971191
	Iteration 66Q: 3 clusters Score -1624487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1624495.250000 Penalty: 4877.971191
	Iteration 67Q: 3 clusters Score -1624495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1624502.250000 Penalty: 4877.971191
	Iteration 68Q: 3 clusters Score -1624502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1624504.375000 Penalty: 4877.971191
	Iteration 69Q: 3 clusters Score -1624504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1624505.625000 Penalty: 4877.971191
	Iteration 70Q: 3 clusters Score -1624506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1624508.000000 Penalty: 4877.971191
	Iteration 71Q: 3 clusters Score -1624508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1624510.375000 Penalty: 4877.971191
	Iteration 72Q: 3 clusters Score -1624510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1624517.625000 Penalty: 4877.971191
	Iteration 73Q: 3 clusters Score -1624518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1624519.250000 Penalty: 4877.971191
	Iteration 74Q: 3 clusters Score -1624519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1624521.500000 Penalty: 4877.971191
	Iteration 75Q: 3 clusters Score -1624522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1624522.750000 Penalty: 4877.971191
	Iteration 76Q: 3 clusters Score -1624523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1624524.750000 Penalty: 4877.971191
	Iteration 77Q: 3 clusters Score -1624525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1624526.000000 Penalty: 4877.971191
	Iteration 78Q: 3 clusters Score -1624526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1624526.375000 Penalty: 4877.971191
	Iteration 79Q: 3 clusters Score -1624526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1624525.625000 Penalty: 4877.971191
	Iteration 80F: 3 clusters Score -1624526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1624527.250000 Penalty: 4877.971191
	Iteration 81Q: 3 clusters Score -1624527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1624531.625000 Penalty: 4877.971191
	Iteration 82Q: 3 clusters Score -1624532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1624529.000000 Penalty: 4877.971191
	Iteration 83Q: 3 clusters Score -1624529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1624529.625000 Penalty: 4877.971191
	Iteration 84Q: 3 clusters Score -1624530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1624528.125000 Penalty: 4877.971191
	Iteration 85Q: 3 clusters Score -1624528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1624530.000000 Penalty: 4877.971191
	Iteration 86Q: 3 clusters Score -1624530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1624529.750000 Penalty: 4877.971191
	Iteration 87Q: 3 clusters Score -1624530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1624532.125000 Penalty: 4877.971191
	Iteration 88Q: 3 clusters Score -1624532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1624532.125000 Penalty: 4877.971191
	Iteration 89F: 3 clusters Score -1624532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (432416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432416 members 
Entering Unmasked Estep 
Score: -38159416.000000 Penalty: 3218.331543
	Iteration 0F: 2 clusters Score -3.815942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216114 members 
Mstep: Class 2 contains 216302 members 
Entering Unmasked Estep 
Score: -37875624.000000 Penalty: 6436.663086
	Iteration 0F: 3 clusters Score -3.787562e+07 nChanged 210217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210977 members 
Mstep: Class 2 contains 221439 members 
Entering Unmasked Estep 
Score: -38001556.000000 Penalty: 6436.663086
	Iteration 1F: 3 clusters Score -3.800156e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207704 members 
Mstep: Class 2 contains 224712 members 
Entering Unmasked Estep 
Score: -38003964.000000 Penalty: 6436.663086
	Iteration 2Q: 3 clusters Score -3.800396e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202362 members 
Mstep: Class 2 contains 230054 members 
Entering Unmasked Estep 
Score: -38006740.000000 Penalty: 6436.663086
	Iteration 3Q: 3 clusters Score -3.800674e+07 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193918 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -38010112.000000 Penalty: 6436.663086
	Iteration 4Q: 3 clusters Score -3.801011e+07 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181100 members 
Mstep: Class 2 contains 251316 members 
Entering Unmasked Estep 
Score: -38015832.000000 Penalty: 6436.663086
	Iteration 5Q: 3 clusters Score -3.801583e+07 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162364 members 
Mstep: Class 2 contains 270052 members 
Entering Unmasked Estep 
Score: -38025384.000000 Penalty: 6436.663086
	Iteration 6F: 3 clusters Score -3.802538e+07 nChanged 27818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136342 members 
Mstep: Class 2 contains 296074 members 
Entering Unmasked Estep 
Score: -38042740.000000 Penalty: 6436.663086
	Iteration 7F: 3 clusters Score -3.804274e+07 nChanged 33207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103803 members 
Mstep: Class 2 contains 328613 members 
Entering Unmasked Estep 
Score: -38068732.000000 Penalty: 6436.663086
	Iteration 8F: 3 clusters Score -3.806873e+07 nChanged 35489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 363944 members 
Entering Unmasked Estep 
Score: -38098888.000000 Penalty: 6436.663086
	Iteration 9F: 3 clusters Score -3.809889e+07 nChanged 31118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 395050 members 
Entering Unmasked Estep 
Score: -38126200.000000 Penalty: 6436.663086
	Iteration 10F: 3 clusters Score -3.81262e+07 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 415761 members 
Entering Unmasked Estep 
Score: -38143944.000000 Penalty: 6436.663086
	Iteration 11Q: 3 clusters Score -3.814394e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 425930 members 
Entering Unmasked Estep 
Score: -38152072.000000 Penalty: 6436.663086
	Iteration 12Q: 3 clusters Score -3.815207e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 429850 members 
Entering Unmasked Estep 
Score: -38155280.000000 Penalty: 6436.663086
	Iteration 13Q: 3 clusters Score -3.815528e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 431098 members 
Entering Unmasked Estep 
Score: -38156340.000000 Penalty: 6436.663086
	Iteration 14Q: 3 clusters Score -3.815634e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 431458 members 
Entering Unmasked Estep 
Score: -38156780.000000 Penalty: 6436.663086
	Iteration 15Q: 3 clusters Score -3.815678e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 431550 members 
Entering Unmasked Estep 
Score: -38157064.000000 Penalty: 6436.663086
	Iteration 16Q: 3 clusters Score -3.815706e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 431574 members 
Entering Unmasked Estep 
Score: -38157240.000000 Penalty: 6436.663086
	Iteration 17Q: 3 clusters Score -3.815724e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 431564 members 
Entering Unmasked Estep 
Score: -38157312.000000 Penalty: 6436.663086
	Iteration 18Q: 3 clusters Score -3.815731e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 431574 members 
Entering Unmasked Estep 
Score: -38157396.000000 Penalty: 6436.663086
	Iteration 19Q: 3 clusters Score -3.81574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 431570 members 
Entering Unmasked Estep 
Score: -38157472.000000 Penalty: 6436.663086
	Iteration 20F: 3 clusters Score -3.815747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 431558 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6436.663086
	Iteration 21Q: 3 clusters Score -3.815752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 431553 members 
Entering Unmasked Estep 
Score: -38157508.000000 Penalty: 6436.663086
	Iteration 22Q: 3 clusters Score -3.815751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 431545 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6436.663086
	Iteration 23Q: 3 clusters Score -3.815752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 431539 members 
Entering Unmasked Estep 
Score: -38157528.000000 Penalty: 6436.663086
	Iteration 24Q: 3 clusters Score -3.815753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 431533 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6436.663086
	Iteration 25Q: 3 clusters Score -3.815752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 431529 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6436.663086
	Iteration 26Q: 3 clusters Score -3.815752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 431529 members 
Entering Unmasked Estep 
Score: -38157504.000000 Penalty: 6436.663086
	Iteration 27Q: 3 clusters Score -3.81575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 431527 members 
Entering Unmasked Estep 
Score: -38157524.000000 Penalty: 6436.663086
	Iteration 28Q: 3 clusters Score -3.815752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 431524 members 
Entering Unmasked Estep 
Score: -38157524.000000 Penalty: 6436.663086
	Iteration 29Q: 3 clusters Score -3.815752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 431520 members 
Entering Unmasked Estep 
Score: -38157540.000000 Penalty: 6436.663086
	Iteration 30Q: 3 clusters Score -3.815754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 431515 members 
Entering Unmasked Estep 
Score: -38157532.000000 Penalty: 6436.663086
	Iteration 31Q: 3 clusters Score -3.815753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 431514 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6436.663086
	Iteration 32Q: 3 clusters Score -3.815752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 431513 members 
Entering Unmasked Estep 
Score: -38157556.000000 Penalty: 6436.663086
	Iteration 33Q: 3 clusters Score -3.815756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 431513 members 
Entering Unmasked Estep 
Score: -38157544.000000 Penalty: 6436.663086
	Iteration 34Q: 3 clusters Score -3.815754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 431513 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6436.663086
	Iteration 35Q: 3 clusters Score -3.815752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 431514 members 
Entering Unmasked Estep 
Score: -38157528.000000 Penalty: 6436.663086
	Iteration 36Q: 3 clusters Score -3.815753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 431515 members 
Entering Unmasked Estep 
Score: -38157532.000000 Penalty: 6436.663086
	Iteration 37Q: 3 clusters Score -3.815753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 431515 members 
Entering Unmasked Estep 
Score: -38157532.000000 Penalty: 6436.663086
	Iteration 38F: 3 clusters Score -3.815753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Entering Unmasked Estep 
Score: -2271937.250000 Penalty: 2521.893311
	Iteration 0F: 2 clusters Score -2271937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2253937.250000 Penalty: 5043.786621
	Iteration 0F: 3 clusters Score -2253937 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2260804.000000 Penalty: 5043.786621
	Iteration 1F: 3 clusters Score -2260804 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2261790.000000 Penalty: 5043.786621
	Iteration 2F: 3 clusters Score -2261790 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2262712.500000 Penalty: 5043.786621
	Iteration 3F: 3 clusters Score -2262712 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2263637.000000 Penalty: 5043.786621
	Iteration 4F: 3 clusters Score -2263637 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2264445.250000 Penalty: 5043.786621
	Iteration 5F: 3 clusters Score -2264445 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2265187.000000 Penalty: 5043.786621
	Iteration 6F: 3 clusters Score -2265187 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2265874.250000 Penalty: 5043.786621
	Iteration 7Q: 3 clusters Score -2265874 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2266443.250000 Penalty: 5043.786621
	Iteration 8Q: 3 clusters Score -2266443 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2266887.000000 Penalty: 5043.786621
	Iteration 9Q: 3 clusters Score -2266887 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2267197.000000 Penalty: 5043.786621
	Iteration 10Q: 3 clusters Score -2267197 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2267386.000000 Penalty: 5043.786621
	Iteration 11Q: 3 clusters Score -2267386 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2267498.500000 Penalty: 5043.786621
	Iteration 12Q: 3 clusters Score -2267498 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2267553.000000 Penalty: 5043.786621
	Iteration 13Q: 3 clusters Score -2267553 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2267619.000000 Penalty: 5043.786621
	Iteration 14Q: 3 clusters Score -2267619 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2267649.250000 Penalty: 5043.786621
	Iteration 15Q: 3 clusters Score -2267649 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2267680.250000 Penalty: 5043.786621
	Iteration 16Q: 3 clusters Score -2267680 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2267719.000000 Penalty: 5043.786621
	Iteration 17Q: 3 clusters Score -2267719 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2267753.250000 Penalty: 5043.786621
	Iteration 18Q: 3 clusters Score -2267753 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2267796.250000 Penalty: 5043.786621
	Iteration 19Q: 3 clusters Score -2267796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2267842.250000 Penalty: 5043.786621
	Iteration 20F: 3 clusters Score -2267842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2267874.250000 Penalty: 5043.786621
	Iteration 21Q: 3 clusters Score -2267874 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2267910.250000 Penalty: 5043.786621
	Iteration 22Q: 3 clusters Score -2267910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2267935.250000 Penalty: 5043.786621
	Iteration 23Q: 3 clusters Score -2267935 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2267966.000000 Penalty: 5043.786621
	Iteration 24Q: 3 clusters Score -2267966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2267995.750000 Penalty: 5043.786621
	Iteration 25Q: 3 clusters Score -2267996 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2268020.250000 Penalty: 5043.786621
	Iteration 26Q: 3 clusters Score -2268020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2268060.000000 Penalty: 5043.786621
	Iteration 27Q: 3 clusters Score -2268060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2268093.250000 Penalty: 5043.786621
	Iteration 28Q: 3 clusters Score -2268093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2268125.250000 Penalty: 5043.786621
	Iteration 29Q: 3 clusters Score -2268125 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2268140.750000 Penalty: 5043.786621
	Iteration 30Q: 3 clusters Score -2268141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2268156.750000 Penalty: 5043.786621
	Iteration 31Q: 3 clusters Score -2268157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2268178.000000 Penalty: 5043.786621
	Iteration 32Q: 3 clusters Score -2268178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2268199.250000 Penalty: 5043.786621
	Iteration 33Q: 3 clusters Score -2268199 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2268211.250000 Penalty: 5043.786621
	Iteration 34Q: 3 clusters Score -2268211 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2268223.500000 Penalty: 5043.786621
	Iteration 35Q: 3 clusters Score -2268224 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2268240.250000 Penalty: 5043.786621
	Iteration 36Q: 3 clusters Score -2268240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2268259.750000 Penalty: 5043.786621
	Iteration 37Q: 3 clusters Score -2268260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2268273.000000 Penalty: 5043.786621
	Iteration 38Q: 3 clusters Score -2268273 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2268300.500000 Penalty: 5043.786621
	Iteration 39Q: 3 clusters Score -2268300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2268322.500000 Penalty: 5043.786621
	Iteration 40F: 3 clusters Score -2268322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2268346.750000 Penalty: 5043.786621
	Iteration 41Q: 3 clusters Score -2268347 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2268372.000000 Penalty: 5043.786621
	Iteration 42Q: 3 clusters Score -2268372 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2268396.750000 Penalty: 5043.786621
	Iteration 43Q: 3 clusters Score -2268397 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2268411.250000 Penalty: 5043.786621
	Iteration 44Q: 3 clusters Score -2268411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2268425.000000 Penalty: 5043.786621
	Iteration 45Q: 3 clusters Score -2268425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2268451.250000 Penalty: 5043.786621
	Iteration 46Q: 3 clusters Score -2268451 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2268453.750000 Penalty: 5043.786621
	Iteration 47Q: 3 clusters Score -2268454 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2268474.750000 Penalty: 5043.786621
	Iteration 48Q: 3 clusters Score -2268475 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2268490.000000 Penalty: 5043.786621
	Iteration 49Q: 3 clusters Score -2268490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2268510.500000 Penalty: 5043.786621
	Iteration 50Q: 3 clusters Score -2268510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2268523.500000 Penalty: 5043.786621
	Iteration 51Q: 3 clusters Score -2268524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2268547.750000 Penalty: 5043.786621
	Iteration 52Q: 3 clusters Score -2268548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2268560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2268580.750000 Penalty: 5043.786621
	Iteration 54Q: 3 clusters Score -2268581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2268595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2268620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2268640.000000 Penalty: 5043.786621
	Iteration 57Q: 3 clusters Score -2268640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2268666 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2268675.500000 Penalty: 5043.786621
	Iteration 59Q: 3 clusters Score -2268676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2268703.500000 Penalty: 5043.786621
	Iteration 60F: 3 clusters Score -2268704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2268733.000000 Penalty: 5043.786621
	Iteration 61Q: 3 clusters Score -2268733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2268751.000000 Penalty: 5043.786621
	Iteration 62Q: 3 clusters Score -2268751 nChanged 107
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2268766 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2268785 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2268806.250000 Penalty: 5043.786621
	Iteration 65Q: 3 clusters Score -2268806 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2268825 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2268843 nChanged 99
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Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2268868 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2268889 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2268908.250000 Penalty: 5043.786621
	Iteration 70Q: 3 clusters Score -2268908 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2268919.000000 Penalty: 5043.786621
	Iteration 71Q: 3 clusters Score -2268919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2268938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2268951.000000 Penalty: 5043.786621
	Iteration 73Q: 3 clusters Score -2268951 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2268962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2268978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2269005.250000 Penalty: 5043.786621
	Iteration 76Q: 3 clusters Score -2269005 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2269028.500000 Penalty: 5043.786621
	Iteration 77Q: 3 clusters Score -2269028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2269050.750000 Penalty: 5043.786621
	Iteration 78Q: 3 clusters Score -2269051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2269055.750000 Penalty: 5043.786621
	Iteration 79Q: 3 clusters Score -2269056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2269076.000000 Penalty: 5043.786621
	Iteration 80F: 3 clusters Score -2269076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2269088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2269112.500000 Penalty: 5043.786621
	Iteration 82Q: 3 clusters Score -2269112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2269129.250000 Penalty: 5043.786621
	Iteration 83Q: 3 clusters Score -2269129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2269140.000000 Penalty: 5043.786621
	Iteration 84Q: 3 clusters Score -2269140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2269159.250000 Penalty: 5043.786621
	Iteration 85Q: 3 clusters Score -2269159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2269171.500000 Penalty: 5043.786621
	Iteration 86Q: 3 clusters Score -2269172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2269193.750000 Penalty: 5043.786621
	Iteration 87Q: 3 clusters Score -2269194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2269208.250000 Penalty: 5043.786621
	Iteration 88Q: 3 clusters Score -2269208 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2269219.500000 Penalty: 5043.786621
	Iteration 89Q: 3 clusters Score -2269220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2269237.750000 Penalty: 5043.786621
	Iteration 90Q: 3 clusters Score -2269238 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2269261.500000 Penalty: 5043.786621
	Iteration 91Q: 3 clusters Score -2269262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2269283.250000 Penalty: 5043.786621
	Iteration 92Q: 3 clusters Score -2269283 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2269311.250000 Penalty: 5043.786621
	Iteration 93Q: 3 clusters Score -2269311 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2269343.750000 Penalty: 5043.786621
	Iteration 94Q: 3 clusters Score -2269344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2269376.000000 Penalty: 5043.786621
	Iteration 95Q: 3 clusters Score -2269376 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2269402.500000 Penalty: 5043.786621
	Iteration 96Q: 3 clusters Score -2269402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2269440.500000 Penalty: 5043.786621
	Iteration 97Q: 3 clusters Score -2269440 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2269470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2269496.750000 Penalty: 5043.786621
	Iteration 99Q: 3 clusters Score -2269497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2269528.250000 Penalty: 5043.786621
	Iteration 100F: 3 clusters Score -2269528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2269546.250000 Penalty: 5043.786621
	Iteration 101Q: 3 clusters Score -2269546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2269566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2269590 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2269624.000000 Penalty: 5043.786621
	Iteration 104Q: 3 clusters Score -2269624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2269653.500000 Penalty: 5043.786621
	Iteration 105Q: 3 clusters Score -2269654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2269695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2269715.250000 Penalty: 5043.786621
	Iteration 107Q: 3 clusters Score -2269715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2269735.250000 Penalty: 5043.786621
	Iteration 108Q: 3 clusters Score -2269735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2269757.750000 Penalty: 5043.786621
	Iteration 109Q: 3 clusters Score -2269758 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2269784.750000 Penalty: 5043.786621
	Iteration 110Q: 3 clusters Score -2269785 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2269800.250000 Penalty: 5043.786621
	Iteration 111Q: 3 clusters Score -2269800 nChanged 52
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Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2269817.250000 Penalty: 5043.786621
	Iteration 112Q: 3 clusters Score -2269817 nChanged 60
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Mstep: Class 1 contains 1591 members 
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Entering Unmasked Estep 
Score: -2269839.750000 Penalty: 5043.786621
	Iteration 113Q: 3 clusters Score -2269840 nChanged 47
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Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2269856 nChanged 43
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2269868 nChanged 30
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Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2269879 nChanged 29
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Entering Unmasked Estep 
Score: -2269883.250000 Penalty: 5043.786621
	Iteration 117Q: 3 clusters Score -2269883 nChanged 36
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2269893.250000 Penalty: 5043.786621
	Iteration 118Q: 3 clusters Score -2269893 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2269902.750000 Penalty: 5043.786621
	Iteration 119Q: 3 clusters Score -2269903 nChanged 32
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Mstep: Class 1 contains 1361 members 
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Entering Unmasked Estep 
Score: -2269915.750000 Penalty: 5043.786621
	Iteration 120F: 3 clusters Score -2269916 nChanged 30
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Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2269927.500000 Penalty: 5043.786621
	Iteration 121Q: 3 clusters Score -2269928 nChanged 29
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2269932.750000 Penalty: 5043.786621
	Iteration 122Q: 3 clusters Score -2269933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2269944.750000 Penalty: 5043.786621
	Iteration 123Q: 3 clusters Score -2269945 nChanged 17
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Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -2269952.500000 Penalty: 5043.786621
	Iteration 124Q: 3 clusters Score -2269952 nChanged 15
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Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2269953.000000 Penalty: 5043.786621
	Iteration 125Q: 3 clusters Score -2269953 nChanged 6
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Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -2269955.000000 Penalty: 5043.786621
	Iteration 126Q: 3 clusters Score -2269955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2269958.000000 Penalty: 5043.786621
	Iteration 127Q: 3 clusters Score -2269958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -2269957.250000 Penalty: 5043.786621
	Iteration 128Q: 3 clusters Score -2269957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -2269956.000000 Penalty: 5043.786621
	Iteration 129Q: 3 clusters Score -2269956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2269957.750000 Penalty: 5043.786621
	Iteration 130Q: 3 clusters Score -2269958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2269956.000000 Penalty: 5043.786621
	Iteration 131Q: 3 clusters Score -2269956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2269958.750000 Penalty: 5043.786621
	Iteration 132Q: 3 clusters Score -2269959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2269956.000000 Penalty: 5043.786621
	Iteration 133Q: 3 clusters Score -2269956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2269965.750000 Penalty: 5043.786621
	Iteration 134Q: 3 clusters Score -2269966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2269963.250000 Penalty: 5043.786621
	Iteration 135Q: 3 clusters Score -2269963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2269967.500000 Penalty: 5043.786621
	Iteration 136Q: 3 clusters Score -2269968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2269972.000000 Penalty: 5043.786621
	Iteration 137Q: 3 clusters Score -2269972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2269971.750000 Penalty: 5043.786621
	Iteration 138Q: 3 clusters Score -2269972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2269974.500000 Penalty: 5043.786621
	Iteration 139Q: 3 clusters Score -2269974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2269978.750000 Penalty: 5043.786621
	Iteration 140F: 3 clusters Score -2269979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2269980.750000 Penalty: 5043.786621
	Iteration 141Q: 3 clusters Score -2269981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2269984.250000 Penalty: 5043.786621
	Iteration 142Q: 3 clusters Score -2269984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2269987.500000 Penalty: 5043.786621
	Iteration 143Q: 3 clusters Score -2269988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2269988.750000 Penalty: 5043.786621
	Iteration 144Q: 3 clusters Score -2269989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2269992.750000 Penalty: 5043.786621
	Iteration 145Q: 3 clusters Score -2269993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2269998.250000 Penalty: 5043.786621
	Iteration 146Q: 3 clusters Score -2269998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -2270001.750000 Penalty: 5043.786621
	Iteration 147Q: 3 clusters Score -2270002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -2270006.500000 Penalty: 5043.786621
	Iteration 148Q: 3 clusters Score -2270006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2270008.000000 Penalty: 5043.786621
	Iteration 149Q: 3 clusters Score -2270008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2270009.500000 Penalty: 5043.786621
	Iteration 150Q: 3 clusters Score -2270010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2270013.000000 Penalty: 5043.786621
	Iteration 151Q: 3 clusters Score -2270013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2270018.250000 Penalty: 5043.786621
	Iteration 152Q: 3 clusters Score -2270018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2270017.000000 Penalty: 5043.786621
	Iteration 153Q: 3 clusters Score -2270017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2270021.750000 Penalty: 5043.786621
	Iteration 154Q: 3 clusters Score -2270022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2270023.000000 Penalty: 5043.786621
	Iteration 155Q: 3 clusters Score -2270023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -2270021.500000 Penalty: 5043.786621
	Iteration 156Q: 3 clusters Score -2270022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2270023.750000 Penalty: 5043.786621
	Iteration 157Q: 3 clusters Score -2270024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2270024.000000 Penalty: 5043.786621
	Iteration 158Q: 3 clusters Score -2270024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2270024.000000 Penalty: 5043.786621
	Iteration 159F: 3 clusters Score -2270024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -548508.562500 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -548508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -543075.500000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -543075.5 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -544483.312500 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -544483.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -544732.187500 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -544732.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -544942.250000 Penalty: 4348.981445
	Iteration 3F: 3 clusters Score -544942.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -545148.687500 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -545148.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -545340.375000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -545340.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -545508.750000 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -545508.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -545673.062500 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -545673.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -545823.375000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -545823.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -545964.187500 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -545964.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -546084.812500 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -546084.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -546181.687500 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -546181.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -546256.437500 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -546256.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -546338.875000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -546338.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -546418.437500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -546418.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -546505.437500 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -546505.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -546593.625000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -546593.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -546675.812500 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -546675.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -546782.625000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -546782.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -546887.000000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -546887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -547016.375000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -547016.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -547115.500000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -547115.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -547191.812500 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -547191.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -547237.250000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -547237.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -547264.312500 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -547264.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -547281.812500 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -547281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -547300.500000 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -547300.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -547317.625000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -547317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -547329.187500 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -547329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -547333.875000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -547333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -547339.937500 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -547339.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -547346.125000 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -547346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -547349.437500 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -547349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -547352.875000 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -547352.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -547353.750000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -547353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -547353.812500 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -547353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -547355.062500 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -547355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -547355.062500 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -547355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -547355.062500 Penalty: 4348.981445
	Iteration 38F: 3 clusters Score -547355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Entering Unmasked Estep 
Score: -1990366.375000 Penalty: 2487.644531
	Iteration 0F: 2 clusters Score -1990366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1974501.375000 Penalty: 4975.289062
	Iteration 0F: 3 clusters Score -1974501 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1979926.500000 Penalty: 4975.289062
	Iteration 1F: 3 clusters Score -1979926 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1980396.750000 Penalty: 4975.289062
	Iteration 2F: 3 clusters Score -1980397 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1980813.000000 Penalty: 4975.289062
	Iteration 3Q: 3 clusters Score -1980813 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1981207.625000 Penalty: 4975.289062
	Iteration 4Q: 3 clusters Score -1981208 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1981644.875000 Penalty: 4975.289062
	Iteration 5Q: 3 clusters Score -1981645 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1982125.750000 Penalty: 4975.289062
	Iteration 6Q: 3 clusters Score -1982126 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1982663.375000 Penalty: 4975.289062
	Iteration 7Q: 3 clusters Score -1982663 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1983259.000000 Penalty: 4975.289062
	Iteration 8Q: 3 clusters Score -1983259 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1983835.750000 Penalty: 4975.289062
	Iteration 9Q: 3 clusters Score -1983836 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1984387.375000 Penalty: 4975.289062
	Iteration 10Q: 3 clusters Score -1984387 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1984894.500000 Penalty: 4975.289062
	Iteration 11Q: 3 clusters Score -1984894 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1985383.625000 Penalty: 4975.289062
	Iteration 12Q: 3 clusters Score -1985384 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1985842.375000 Penalty: 4975.289062
	Iteration 13Q: 3 clusters Score -1985842 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1986264.750000 Penalty: 4975.289062
	Iteration 14Q: 3 clusters Score -1986265 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1986675.000000 Penalty: 4975.289062
	Iteration 15Q: 3 clusters Score -1986675 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1987003.625000 Penalty: 4975.289062
	Iteration 16Q: 3 clusters Score -1987004 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1987336.750000 Penalty: 4975.289062
	Iteration 17Q: 3 clusters Score -1987337 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1987642.500000 Penalty: 4975.289062
	Iteration 18Q: 3 clusters Score -1987642 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1987872.500000 Penalty: 4975.289062
	Iteration 19Q: 3 clusters Score -1987872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1988024.250000 Penalty: 4975.289062
	Iteration 20F: 3 clusters Score -1988024 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1988121.500000 Penalty: 4975.289062
	Iteration 21Q: 3 clusters Score -1988122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1988152.125000 Penalty: 4975.289062
	Iteration 22Q: 3 clusters Score -1988152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1988174.750000 Penalty: 4975.289062
	Iteration 23Q: 3 clusters Score -1988175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1988185.875000 Penalty: 4975.289062
	Iteration 24Q: 3 clusters Score -1988186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1988190.125000 Penalty: 4975.289062
	Iteration 25Q: 3 clusters Score -1988190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1988201.125000 Penalty: 4975.289062
	Iteration 26Q: 3 clusters Score -1988201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1988202.625000 Penalty: 4975.289062
	Iteration 27Q: 3 clusters Score -1988203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1988209.875000 Penalty: 4975.289062
	Iteration 28Q: 3 clusters Score -1988210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1988218.000000 Penalty: 4975.289062
	Iteration 29Q: 3 clusters Score -1988218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1988226.875000 Penalty: 4975.289062
	Iteration 30Q: 3 clusters Score -1988227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1988233.125000 Penalty: 4975.289062
	Iteration 31Q: 3 clusters Score -1988233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1988243.750000 Penalty: 4975.289062
	Iteration 32Q: 3 clusters Score -1988244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1988249.875000 Penalty: 4975.289062
	Iteration 33Q: 3 clusters Score -1988250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1988257.750000 Penalty: 4975.289062
	Iteration 34Q: 3 clusters Score -1988258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1988265.750000 Penalty: 4975.289062
	Iteration 35Q: 3 clusters Score -1988266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1988273.250000 Penalty: 4975.289062
	Iteration 36Q: 3 clusters Score -1988273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1988273.625000 Penalty: 4975.289062
	Iteration 37Q: 3 clusters Score -1988274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1988273.000000 Penalty: 4975.289062
	Iteration 38Q: 3 clusters Score -1988273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1988276.000000 Penalty: 4975.289062
	Iteration 39Q: 3 clusters Score -1988276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1988275.125000 Penalty: 4975.289062
	Iteration 40F: 3 clusters Score -1988275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -258041.343750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -258041.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -254713.609375 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -254713.6 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -255402.921875 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -255402.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -255603.484375 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -255603.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -255763.296875 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -255763.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -255877.890625 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -255877.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -255954.187500 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -255954.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -256019.140625 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -256019.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -256058.593750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -256058.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -256095.109375 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -256095.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -256125.718750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -256125.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256156.453125 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -256156.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -256180.078125 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -256180.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -256198.031250 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -256198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -256209.046875 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -256209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -256216.171875 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -256216.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -256223.500000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -256223.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -256238.953125 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -256239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -256251.875000 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -256251.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -256269.078125 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -256269.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -256287.500000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -256287.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -256303.312500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -256303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -256314.093750 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -256314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256317.437500 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -256317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -256318.859375 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -256318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -256321.718750 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -256321.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -256324.453125 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -256324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256326.843750 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -256326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256331.375000 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -256331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -256337.875000 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -256337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -256344.421875 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -256344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -256350.578125 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -256350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -256356.609375 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -256356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -256365.687500 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -256365.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -256371.531250 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -256371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -256379.796875 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -256379.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256389.765625 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -256389.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -256401.296875 Penalty: 3983.405762
	Iteration 36Q: 3 clusters Score -256401.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -256414.375000 Penalty: 3983.405762
	Iteration 37Q: 3 clusters Score -256414.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -256426.671875 Penalty: 3983.405762
	Iteration 38Q: 3 clusters Score -256426.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -256440.265625 Penalty: 3983.405762
	Iteration 39Q: 3 clusters Score -256440.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -256456.171875 Penalty: 3983.405762
	Iteration 40F: 3 clusters Score -256456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -256472.671875 Penalty: 3983.405762
	Iteration 41Q: 3 clusters Score -256472.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -256492.468750 Penalty: 3983.405762
	Iteration 42Q: 3 clusters Score -256492.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -256512.046875 Penalty: 3983.405762
	Iteration 43Q: 3 clusters Score -256512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -256534.859375 Penalty: 3983.405762
	Iteration 44Q: 3 clusters Score -256534.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -256552.796875 Penalty: 3983.405762
	Iteration 45Q: 3 clusters Score -256552.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -256564.484375 Penalty: 3983.405762
	Iteration 46Q: 3 clusters Score -256564.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -256580.406250 Penalty: 3983.405762
	Iteration 47Q: 3 clusters Score -256580.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -256596.140625 Penalty: 3983.405762
	Iteration 48Q: 3 clusters Score -256596.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -256613.859375 Penalty: 3983.405762
	Iteration 49Q: 3 clusters Score -256613.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -256632.125000 Penalty: 3983.405762
	Iteration 50Q: 3 clusters Score -256632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -256642.328125 Penalty: 3983.405762
	Iteration 51Q: 3 clusters Score -256642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -256651.390625 Penalty: 3983.405762
	Iteration 52Q: 3 clusters Score -256651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -256655.968750 Penalty: 3983.405762
	Iteration 53Q: 3 clusters Score -256656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -256663.812500 Penalty: 3983.405762
	Iteration 54Q: 3 clusters Score -256663.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -256671.125000 Penalty: 3983.405762
	Iteration 55Q: 3 clusters Score -256671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -256678.828125 Penalty: 3983.405762
	Iteration 56Q: 3 clusters Score -256678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -256686.281250 Penalty: 3983.405762
	Iteration 57Q: 3 clusters Score -256686.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -256697.421875 Penalty: 3983.405762
	Iteration 58Q: 3 clusters Score -256697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -256701.375000 Penalty: 3983.405762
	Iteration 59Q: 3 clusters Score -256701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -256706.656250 Penalty: 3983.405762
	Iteration 60F: 3 clusters Score -256706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -256707.750000 Penalty: 3983.405762
	Iteration 61Q: 3 clusters Score -256707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -256709.328125 Penalty: 3983.405762
	Iteration 62Q: 3 clusters Score -256709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -256711.500000 Penalty: 3983.405762
	Iteration 63Q: 3 clusters Score -256711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -256712.703125 Penalty: 3983.405762
	Iteration 64Q: 3 clusters Score -256712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -256712.703125 Penalty: 3983.405762
	Iteration 65F: 3 clusters Score -256712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -78419.414062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -78419.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76512.015625 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -76512.02 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76763.226562 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -76763.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76830.820312 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -76830.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76863.898438 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -76863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76890.898438 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -76890.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76916.781250 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -76916.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76941.562500 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -76941.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76956.343750 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -76956.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76963.945312 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -76963.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76967.320312 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -76967.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76968.351562 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -76968.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76970.117188 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -76970.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76970.117188 Penalty: 3402.368896
	Iteration 12F: 3 clusters Score -76970.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Entering Unmasked Estep 
Score: -3494316.250000 Penalty: 2616.884033
	Iteration 0F: 2 clusters Score -3494316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3468137.500000 Penalty: 5233.768066
	Iteration 0F: 3 clusters Score -3468138 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3477903.250000 Penalty: 5233.768066
	Iteration 1F: 3 clusters Score -3477903 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3478324.000000 Penalty: 5233.768066
	Iteration 2Q: 3 clusters Score -3478324 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3478741.500000 Penalty: 5233.768066
	Iteration 3Q: 3 clusters Score -3478742 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3479175.750000 Penalty: 5233.768066
	Iteration 4Q: 3 clusters Score -3479176 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3479662.750000 Penalty: 5233.768066
	Iteration 5Q: 3 clusters Score -3479663 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3480419.500000 Penalty: 5233.768066
	Iteration 6Q: 3 clusters Score -3480420 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3481501.000000 Penalty: 5233.768066
	Iteration 7F: 3 clusters Score -3481501 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3483014.250000 Penalty: 5233.768066
	Iteration 8F: 3 clusters Score -3483014 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3484999.750000 Penalty: 5233.768066
	Iteration 9F: 3 clusters Score -3485000 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3487209.750000 Penalty: 5233.768066
	Iteration 10F: 3 clusters Score -3487210 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3489100.000000 Penalty: 5233.768066
	Iteration 11F: 3 clusters Score -3489100 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3490303.250000 Penalty: 5233.768066
	Iteration 12Q: 3 clusters Score -3490303 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -3491017.250000 Penalty: 5233.768066
	Iteration 13Q: 3 clusters Score -3491017 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3491506.500000 Penalty: 5233.768066
	Iteration 14Q: 3 clusters Score -3491506 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -3491765.250000 Penalty: 5233.768066
	Iteration 15Q: 3 clusters Score -3491765 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -3491915.500000 Penalty: 5233.768066
	Iteration 16Q: 3 clusters Score -3491916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3492018.250000 Penalty: 5233.768066
	Iteration 17Q: 3 clusters Score -3492018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3492063.750000 Penalty: 5233.768066
	Iteration 18Q: 3 clusters Score -3492064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -3492107.000000 Penalty: 5233.768066
	Iteration 19Q: 3 clusters Score -3492107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -3492135.750000 Penalty: 5233.768066
	Iteration 20F: 3 clusters Score -3492136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -3492149.000000 Penalty: 5233.768066
	Iteration 21Q: 3 clusters Score -3492149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -3492162.000000 Penalty: 5233.768066
	Iteration 22Q: 3 clusters Score -3492162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -3492170.750000 Penalty: 5233.768066
	Iteration 23Q: 3 clusters Score -3492171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -3492167.250000 Penalty: 5233.768066
	Iteration 24Q: 3 clusters Score -3492167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -3492169.500000 Penalty: 5233.768066
	Iteration 25Q: 3 clusters Score -3492170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -3492169.500000 Penalty: 5233.768066
	Iteration 26F: 3 clusters Score -3492170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133692 members 
Entering Unmasked Estep 
Score: -12181011.000000 Penalty: 2927.217041
	Iteration 0F: 2 clusters Score -1.218101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -12091653.000000 Penalty: 5854.434082
	Iteration 0F: 3 clusters Score -1.209165e+07 nChanged 63551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -12128002.000000 Penalty: 5854.434082
	Iteration 1F: 3 clusters Score -1.2128e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -12128736.000000 Penalty: 5854.434082
	Iteration 2Q: 3 clusters Score -1.212874e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -12129441.000000 Penalty: 5854.434082
	Iteration 3Q: 3 clusters Score -1.212944e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -12130264.000000 Penalty: 5854.434082
	Iteration 4Q: 3 clusters Score -1.213026e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -12131623.000000 Penalty: 5854.434082
	Iteration 5Q: 3 clusters Score -1.213162e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -12133421.000000 Penalty: 5854.434082
	Iteration 6Q: 3 clusters Score -1.213342e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -12135980.000000 Penalty: 5854.434082
	Iteration 7Q: 3 clusters Score -1.213598e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -12139437.000000 Penalty: 5854.434082
	Iteration 8Q: 3 clusters Score -1.213944e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -12143072.000000 Penalty: 5854.434082
	Iteration 9Q: 3 clusters Score -1.214307e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -12147206.000000 Penalty: 5854.434082
	Iteration 10F: 3 clusters Score -1.214721e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -12151306.000000 Penalty: 5854.434082
	Iteration 11F: 3 clusters Score -1.215131e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -12155522.000000 Penalty: 5854.434082
	Iteration 12F: 3 clusters Score -1.215552e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100936 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -12159827.000000 Penalty: 5854.434082
	Iteration 13F: 3 clusters Score -1.215983e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -12163994.000000 Penalty: 5854.434082
	Iteration 14Q: 3 clusters Score -1.216399e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -12167879.000000 Penalty: 5854.434082
	Iteration 15Q: 3 clusters Score -1.216788e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -12171135.000000 Penalty: 5854.434082
	Iteration 16Q: 3 clusters Score -1.217114e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -12173490.000000 Penalty: 5854.434082
	Iteration 17Q: 3 clusters Score -1.217349e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125787 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -12175205.000000 Penalty: 5854.434082
	Iteration 18Q: 3 clusters Score -1.21752e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -12176351.000000 Penalty: 5854.434082
	Iteration 19Q: 3 clusters Score -1.217635e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129269 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -12177015.000000 Penalty: 5854.434082
	Iteration 20F: 3 clusters Score -1.217702e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130229 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -12177519.000000 Penalty: 5854.434082
	Iteration 21Q: 3 clusters Score -1.217752e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -12177754.000000 Penalty: 5854.434082
	Iteration 22Q: 3 clusters Score -1.217775e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131324 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -12178012.000000 Penalty: 5854.434082
	Iteration 23Q: 3 clusters Score -1.217801e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -12178125.000000 Penalty: 5854.434082
	Iteration 24Q: 3 clusters Score -1.217812e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12178216.000000 Penalty: 5854.434082
	Iteration 25Q: 3 clusters Score -1.217822e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12178312.000000 Penalty: 5854.434082
	Iteration 26Q: 3 clusters Score -1.217831e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -12178366.000000 Penalty: 5854.434082
	Iteration 27Q: 3 clusters Score -1.217837e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132218 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12178398.000000 Penalty: 5854.434082
	Iteration 28Q: 3 clusters Score -1.21784e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12178429.000000 Penalty: 5854.434082
	Iteration 29Q: 3 clusters Score -1.217843e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132370 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12178480.000000 Penalty: 5854.434082
	Iteration 30Q: 3 clusters Score -1.217848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12178520.000000 Penalty: 5854.434082
	Iteration 31Q: 3 clusters Score -1.217852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12178551.000000 Penalty: 5854.434082
	Iteration 32Q: 3 clusters Score -1.217855e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12178579.000000 Penalty: 5854.434082
	Iteration 33Q: 3 clusters Score -1.217858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12178598.000000 Penalty: 5854.434082
	Iteration 34Q: 3 clusters Score -1.21786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132537 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12178593.000000 Penalty: 5854.434082
	Iteration 35Q: 3 clusters Score -1.217859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132554 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12178601.000000 Penalty: 5854.434082
	Iteration 36Q: 3 clusters Score -1.21786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132568 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12178611.000000 Penalty: 5854.434082
	Iteration 37Q: 3 clusters Score -1.217861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132579 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12178609.000000 Penalty: 5854.434082
	Iteration 38Q: 3 clusters Score -1.217861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12178625.000000 Penalty: 5854.434082
	Iteration 39Q: 3 clusters Score -1.217862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132608 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12178626.000000 Penalty: 5854.434082
	Iteration 40F: 3 clusters Score -1.217863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132621 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12178636.000000 Penalty: 5854.434082
	Iteration 41Q: 3 clusters Score -1.217864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132630 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12178640.000000 Penalty: 5854.434082
	Iteration 42Q: 3 clusters Score -1.217864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12178648.000000 Penalty: 5854.434082
	Iteration 43Q: 3 clusters Score -1.217865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132646 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12178661.000000 Penalty: 5854.434082
	Iteration 44Q: 3 clusters Score -1.217866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12178684.000000 Penalty: 5854.434082
	Iteration 45Q: 3 clusters Score -1.217868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132663 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12178685.000000 Penalty: 5854.434082
	Iteration 46Q: 3 clusters Score -1.217868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132676 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12178694.000000 Penalty: 5854.434082
	Iteration 47Q: 3 clusters Score -1.217869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132683 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12178693.000000 Penalty: 5854.434082
	Iteration 48Q: 3 clusters Score -1.217869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132694 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12178700.000000 Penalty: 5854.434082
	Iteration 49Q: 3 clusters Score -1.21787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12178699.000000 Penalty: 5854.434082
	Iteration 50Q: 3 clusters Score -1.21787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12178700.000000 Penalty: 5854.434082
	Iteration 51Q: 3 clusters Score -1.21787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132711 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12178710.000000 Penalty: 5854.434082
	Iteration 52Q: 3 clusters Score -1.217871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132708 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12178717.000000 Penalty: 5854.434082
	Iteration 53Q: 3 clusters Score -1.217872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12178714.000000 Penalty: 5854.434082
	Iteration 54Q: 3 clusters Score -1.217871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12178720.000000 Penalty: 5854.434082
	Iteration 55Q: 3 clusters Score -1.217872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12178720.000000 Penalty: 5854.434082
	Iteration 56F: 3 clusters Score -1.217872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Entering Unmasked Estep 
Score: -1935974.250000 Penalty: 2477.562012
	Iteration 0F: 2 clusters Score -1935974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1920639.250000 Penalty: 4955.124023
	Iteration 0F: 3 clusters Score -1920639 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1925809.375000 Penalty: 4955.124023
	Iteration 1F: 3 clusters Score -1925809 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1926168.250000 Penalty: 4955.124023
	Iteration 2Q: 3 clusters Score -1926168 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1926473.000000 Penalty: 4955.124023
	Iteration 3Q: 3 clusters Score -1926473 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1926793.625000 Penalty: 4955.124023
	Iteration 4Q: 3 clusters Score -1926794 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1927144.625000 Penalty: 4955.124023
	Iteration 5Q: 3 clusters Score -1927145 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1927584.625000 Penalty: 4955.124023
	Iteration 6Q: 3 clusters Score -1927585 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1928189.000000 Penalty: 4955.124023
	Iteration 7Q: 3 clusters Score -1928189 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1928973.000000 Penalty: 4955.124023
	Iteration 8F: 3 clusters Score -1928973 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1929947.250000 Penalty: 4955.124023
	Iteration 9F: 3 clusters Score -1929947 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1931004.875000 Penalty: 4955.124023
	Iteration 10F: 3 clusters Score -1931005 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1931965.500000 Penalty: 4955.124023
	Iteration 11F: 3 clusters Score -1931966 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1932702.500000 Penalty: 4955.124023
	Iteration 12Q: 3 clusters Score -1932702 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1933136.000000 Penalty: 4955.124023
	Iteration 13Q: 3 clusters Score -1933136 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1933365.125000 Penalty: 4955.124023
	Iteration 14Q: 3 clusters Score -1933365 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1933509.250000 Penalty: 4955.124023
	Iteration 15Q: 3 clusters Score -1933509 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1933608.625000 Penalty: 4955.124023
	Iteration 16Q: 3 clusters Score -1933609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1933663.875000 Penalty: 4955.124023
	Iteration 17Q: 3 clusters Score -1933664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1933714.750000 Penalty: 4955.124023
	Iteration 18Q: 3 clusters Score -1933715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1933752.500000 Penalty: 4955.124023
	Iteration 19Q: 3 clusters Score -1933752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1933769.750000 Penalty: 4955.124023
	Iteration 20F: 3 clusters Score -1933770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1933781.125000 Penalty: 4955.124023
	Iteration 21Q: 3 clusters Score -1933781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1933782.375000 Penalty: 4955.124023
	Iteration 22Q: 3 clusters Score -1933782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1933787.500000 Penalty: 4955.124023
	Iteration 23Q: 3 clusters Score -1933788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1933792.500000 Penalty: 4955.124023
	Iteration 24Q: 3 clusters Score -1933792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1933794.750000 Penalty: 4955.124023
	Iteration 25Q: 3 clusters Score -1933795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1933800.625000 Penalty: 4955.124023
	Iteration 26Q: 3 clusters Score -1933801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1933802.125000 Penalty: 4955.124023
	Iteration 27Q: 3 clusters Score -1933802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1933802.875000 Penalty: 4955.124023
	Iteration 28Q: 3 clusters Score -1933803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1933806.625000 Penalty: 4955.124023
	Iteration 29Q: 3 clusters Score -1933807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1933809.875000 Penalty: 4955.124023
	Iteration 30Q: 3 clusters Score -1933810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1933813.625000 Penalty: 4955.124023
	Iteration 31Q: 3 clusters Score -1933814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1933814.875000 Penalty: 4955.124023
	Iteration 32Q: 3 clusters Score -1933815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1933820.125000 Penalty: 4955.124023
	Iteration 33Q: 3 clusters Score -1933820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1933820.250000 Penalty: 4955.124023
	Iteration 34Q: 3 clusters Score -1933820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1933820.250000 Penalty: 4955.124023
	Iteration 35F: 3 clusters Score -1933820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (208034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208034 members 
Entering Unmasked Estep 
Score: -18272326.000000 Penalty: 3036.873291
	Iteration 0F: 2 clusters Score -1.827233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -18132624.000000 Penalty: 6073.746582
	Iteration 0F: 3 clusters Score -1.813262e+07 nChanged 100173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -18190912.000000 Penalty: 6073.746582
	Iteration 1F: 3 clusters Score -1.819091e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -18191824.000000 Penalty: 6073.746582
	Iteration 2Q: 3 clusters Score -1.819182e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -18192674.000000 Penalty: 6073.746582
	Iteration 3Q: 3 clusters Score -1.819267e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -18193912.000000 Penalty: 6073.746582
	Iteration 4Q: 3 clusters Score -1.819391e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 118537 members 
Entering Unmasked Estep 
Score: -18195820.000000 Penalty: 6073.746582
	Iteration 5Q: 3 clusters Score -1.819582e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -18199538.000000 Penalty: 6073.746582
	Iteration 6Q: 3 clusters Score -1.819954e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 137706 members 
Entering Unmasked Estep 
Score: -18206710.000000 Penalty: 6073.746582
	Iteration 7F: 3 clusters Score -1.820671e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -18218124.000000 Penalty: 6073.746582
	Iteration 8F: 3 clusters Score -1.821812e+07 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 170580 members 
Entering Unmasked Estep 
Score: -18234334.000000 Penalty: 6073.746582
	Iteration 9F: 3 clusters Score -1.823433e+07 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 186923 members 
Entering Unmasked Estep 
Score: -18250716.000000 Penalty: 6073.746582
	Iteration 10F: 3 clusters Score -1.825072e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 197910 members 
Entering Unmasked Estep 
Score: -18261500.000000 Penalty: 6073.746582
	Iteration 11F: 3 clusters Score -1.82615e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 203361 members 
Entering Unmasked Estep 
Score: -18266626.000000 Penalty: 6073.746582
	Iteration 12Q: 3 clusters Score -1.826663e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 205554 members 
Entering Unmasked Estep 
Score: -18268748.000000 Penalty: 6073.746582
	Iteration 13Q: 3 clusters Score -1.826875e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 206291 members 
Entering Unmasked Estep 
Score: -18269622.000000 Penalty: 6073.746582
	Iteration 14Q: 3 clusters Score -1.826962e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 206481 members 
Entering Unmasked Estep 
Score: -18269932.000000 Penalty: 6073.746582
	Iteration 15Q: 3 clusters Score -1.826993e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 206548 members 
Entering Unmasked Estep 
Score: -18270162.000000 Penalty: 6073.746582
	Iteration 16Q: 3 clusters Score -1.827016e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 206569 members 
Entering Unmasked Estep 
Score: -18270276.000000 Penalty: 6073.746582
	Iteration 17Q: 3 clusters Score -1.827028e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 206561 members 
Entering Unmasked Estep 
Score: -18270322.000000 Penalty: 6073.746582
	Iteration 18Q: 3 clusters Score -1.827032e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 206519 members 
Entering Unmasked Estep 
Score: -18270398.000000 Penalty: 6073.746582
	Iteration 19Q: 3 clusters Score -1.82704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 206504 members 
Entering Unmasked Estep 
Score: -18270440.000000 Penalty: 6073.746582
	Iteration 20F: 3 clusters Score -1.827044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 206496 members 
Entering Unmasked Estep 
Score: -18270454.000000 Penalty: 6073.746582
	Iteration 21Q: 3 clusters Score -1.827045e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 206483 members 
Entering Unmasked Estep 
Score: -18270480.000000 Penalty: 6073.746582
	Iteration 22Q: 3 clusters Score -1.827048e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 206467 members 
Entering Unmasked Estep 
Score: -18270498.000000 Penalty: 6073.746582
	Iteration 23Q: 3 clusters Score -1.82705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 206453 members 
Entering Unmasked Estep 
Score: -18270520.000000 Penalty: 6073.746582
	Iteration 24Q: 3 clusters Score -1.827052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 206415 members 
Entering Unmasked Estep 
Score: -18270540.000000 Penalty: 6073.746582
	Iteration 25Q: 3 clusters Score -1.827054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 206381 members 
Entering Unmasked Estep 
Score: -18270556.000000 Penalty: 6073.746582
	Iteration 26Q: 3 clusters Score -1.827056e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 206353 members 
Entering Unmasked Estep 
Score: -18270570.000000 Penalty: 6073.746582
	Iteration 27Q: 3 clusters Score -1.827057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 206338 members 
Entering Unmasked Estep 
Score: -18270570.000000 Penalty: 6073.746582
	Iteration 28Q: 3 clusters Score -1.827057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 206314 members 
Entering Unmasked Estep 
Score: -18270594.000000 Penalty: 6073.746582
	Iteration 29Q: 3 clusters Score -1.827059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 206302 members 
Entering Unmasked Estep 
Score: -18270634.000000 Penalty: 6073.746582
	Iteration 30Q: 3 clusters Score -1.827063e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 206279 members 
Entering Unmasked Estep 
Score: -18270658.000000 Penalty: 6073.746582
	Iteration 31Q: 3 clusters Score -1.827066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 206258 members 
Entering Unmasked Estep 
Score: -18270678.000000 Penalty: 6073.746582
	Iteration 32Q: 3 clusters Score -1.827068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 206245 members 
Entering Unmasked Estep 
Score: -18270678.000000 Penalty: 6073.746582
	Iteration 33Q: 3 clusters Score -1.827068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 206236 members 
Entering Unmasked Estep 
Score: -18270708.000000 Penalty: 6073.746582
	Iteration 34Q: 3 clusters Score -1.827071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 206234 members 
Entering Unmasked Estep 
Score: -18270722.000000 Penalty: 6073.746582
	Iteration 35Q: 3 clusters Score -1.827072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 206231 members 
Entering Unmasked Estep 
Score: -18270724.000000 Penalty: 6073.746582
	Iteration 36Q: 3 clusters Score -1.827072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 206228 members 
Entering Unmasked Estep 
Score: -18270720.000000 Penalty: 6073.746582
	Iteration 37Q: 3 clusters Score -1.827072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 206221 members 
Entering Unmasked Estep 
Score: -18270734.000000 Penalty: 6073.746582
	Iteration 38Q: 3 clusters Score -1.827073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 206214 members 
Entering Unmasked Estep 
Score: -18270746.000000 Penalty: 6073.746582
	Iteration 39Q: 3 clusters Score -1.827075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 206215 members 
Entering Unmasked Estep 
Score: -18270730.000000 Penalty: 6073.746582
	Iteration 40F: 3 clusters Score -1.827073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 206214 members 
Entering Unmasked Estep 
Score: -18270738.000000 Penalty: 6073.746582
	Iteration 41Q: 3 clusters Score -1.827074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 206213 members 
Entering Unmasked Estep 
Score: -18270734.000000 Penalty: 6073.746582
	Iteration 42Q: 3 clusters Score -1.827073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 206210 members 
Entering Unmasked Estep 
Score: -18270728.000000 Penalty: 6073.746582
	Iteration 43Q: 3 clusters Score -1.827073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 206210 members 
Entering Unmasked Estep 
Score: -18270734.000000 Penalty: 6073.746582
	Iteration 44Q: 3 clusters Score -1.827073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 206211 members 
Entering Unmasked Estep 
Score: -18270732.000000 Penalty: 6073.746582
	Iteration 45Q: 3 clusters Score -1.827073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 206211 members 
Entering Unmasked Estep 
Score: -18270732.000000 Penalty: 6073.746582
	Iteration 46F: 3 clusters Score -1.827073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -505372.468750 Penalty: 2157.396973
	Iteration 0F: 2 clusters Score -505372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -500253.281250 Penalty: 4314.793945
	Iteration 0F: 3 clusters Score -500253.3 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -501547.062500 Penalty: 4314.793945
	Iteration 1F: 3 clusters Score -501547.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -501789.468750 Penalty: 4314.793945
	Iteration 2F: 3 clusters Score -501789.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -501974.968750 Penalty: 4314.793945
	Iteration 3F: 3 clusters Score -501975 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -502119.250000 Penalty: 4314.793945
	Iteration 4Q: 3 clusters Score -502119.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -502235.968750 Penalty: 4314.793945
	Iteration 5Q: 3 clusters Score -502236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -502329.406250 Penalty: 4314.793945
	Iteration 6Q: 3 clusters Score -502329.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -502430.625000 Penalty: 4314.793945
	Iteration 7Q: 3 clusters Score -502430.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -502540.593750 Penalty: 4314.793945
	Iteration 8Q: 3 clusters Score -502540.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -502668.437500 Penalty: 4314.793945
	Iteration 9Q: 3 clusters Score -502668.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -502842.968750 Penalty: 4314.793945
	Iteration 10Q: 3 clusters Score -502843 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -503059.218750 Penalty: 4314.793945
	Iteration 11Q: 3 clusters Score -503059.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -503262.968750 Penalty: 4314.793945
	Iteration 12Q: 3 clusters Score -503263 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -503503.062500 Penalty: 4314.793945
	Iteration 13Q: 3 clusters Score -503503.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -503800.500000 Penalty: 4314.793945
	Iteration 14Q: 3 clusters Score -503800.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -504078.218750 Penalty: 4314.793945
	Iteration 15Q: 3 clusters Score -504078.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -504293.406250 Penalty: 4314.793945
	Iteration 16Q: 3 clusters Score -504293.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -504419.156250 Penalty: 4314.793945
	Iteration 17Q: 3 clusters Score -504419.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -504470.531250 Penalty: 4314.793945
	Iteration 18Q: 3 clusters Score -504470.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -504494.812500 Penalty: 4314.793945
	Iteration 19Q: 3 clusters Score -504494.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -504509.343750 Penalty: 4314.793945
	Iteration 20F: 3 clusters Score -504509.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -504515.468750 Penalty: 4314.793945
	Iteration 21Q: 3 clusters Score -504515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -504518.531250 Penalty: 4314.793945
	Iteration 22Q: 3 clusters Score -504518.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -504521.531250 Penalty: 4314.793945
	Iteration 23Q: 3 clusters Score -504521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -504523.218750 Penalty: 4314.793945
	Iteration 24Q: 3 clusters Score -504523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -504523.968750 Penalty: 4314.793945
	Iteration 25Q: 3 clusters Score -504524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -504525.000000 Penalty: 4314.793945
	Iteration 26Q: 3 clusters Score -504525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -504525.031250 Penalty: 4314.793945
	Iteration 27Q: 3 clusters Score -504525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -504525.468750 Penalty: 4314.793945
	Iteration 28Q: 3 clusters Score -504525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -504525.156250 Penalty: 4314.793945
	Iteration 29Q: 3 clusters Score -504525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -504525.156250 Penalty: 4314.793945
	Iteration 30F: 3 clusters Score -504525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (92336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Entering Unmasked Estep 
Score: -8285498.000000 Penalty: 2835.430908
	Iteration 0F: 2 clusters Score -8285498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8223694.500000 Penalty: 5670.861816
	Iteration 0F: 3 clusters Score -8223694 nChanged 43586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8248344.500000 Penalty: 5670.861816
	Iteration 1F: 3 clusters Score -8248344 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8248960.500000 Penalty: 5670.861816
	Iteration 2Q: 3 clusters Score -8248960 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -8249726.500000 Penalty: 5670.861816
	Iteration 3Q: 3 clusters Score -8249726 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -8250642.500000 Penalty: 5670.861816
	Iteration 4Q: 3 clusters Score -8250642 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -8251742.000000 Penalty: 5670.861816
	Iteration 5Q: 3 clusters Score -8251742 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -8253123.500000 Penalty: 5670.861816
	Iteration 6Q: 3 clusters Score -8253124 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -8254780.500000 Penalty: 5670.861816
	Iteration 7Q: 3 clusters Score -8254780 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -8256891.500000 Penalty: 5670.861816
	Iteration 8Q: 3 clusters Score -8256892 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -8259443.500000 Penalty: 5670.861816
	Iteration 9Q: 3 clusters Score -8259444 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -8262898.000000 Penalty: 5670.861816
	Iteration 10F: 3 clusters Score -8262898 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -8266889.000000 Penalty: 5670.861816
	Iteration 11F: 3 clusters Score -8266889 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -8269811.500000 Penalty: 5670.861816
	Iteration 12F: 3 clusters Score -8269812 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -8271190.500000 Penalty: 5670.861816
	Iteration 13Q: 3 clusters Score -8271190 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -8271808.000000 Penalty: 5670.861816
	Iteration 14Q: 3 clusters Score -8271808 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -8272188.000000 Penalty: 5670.861816
	Iteration 15Q: 3 clusters Score -8272188 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -8272505.500000 Penalty: 5670.861816
	Iteration 16Q: 3 clusters Score -8272506 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -8272852.000000 Penalty: 5670.861816
	Iteration 17Q: 3 clusters Score -8272852 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -8273152.000000 Penalty: 5670.861816
	Iteration 18Q: 3 clusters Score -8273152 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -8273516.500000 Penalty: 5670.861816
	Iteration 19Q: 3 clusters Score -8273516 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -8273876.500000 Penalty: 5670.861816
	Iteration 20F: 3 clusters Score -8273876 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -8274244.500000 Penalty: 5670.861816
	Iteration 21Q: 3 clusters Score -8274244 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -8274713.500000 Penalty: 5670.861816
	Iteration 22Q: 3 clusters Score -8274714 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -8274990.000000 Penalty: 5670.861816
	Iteration 23Q: 3 clusters Score -8274990 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -8275334.500000 Penalty: 5670.861816
	Iteration 24Q: 3 clusters Score -8275334 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -8275742.500000 Penalty: 5670.861816
	Iteration 25Q: 3 clusters Score -8275742 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -8276120.000000 Penalty: 5670.861816
	Iteration 26Q: 3 clusters Score -8276120 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -8276453.500000 Penalty: 5670.861816
	Iteration 27Q: 3 clusters Score -8276454 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -8276688.000000 Penalty: 5670.861816
	Iteration 28Q: 3 clusters Score -8276688 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -8276972.500000 Penalty: 5670.861816
	Iteration 29Q: 3 clusters Score -8276972 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -8277175.000000 Penalty: 5670.861816
	Iteration 30Q: 3 clusters Score -8277175 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8277328.500000 Penalty: 5670.861816
	Iteration 31Q: 3 clusters Score -8277328 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -8277505.000000 Penalty: 5670.861816
	Iteration 32Q: 3 clusters Score -8277505 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8277629.500000 Penalty: 5670.861816
	Iteration 33Q: 3 clusters Score -8277630 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8277750.500000 Penalty: 5670.861816
	Iteration 34Q: 3 clusters Score -8277750 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8277822.000000 Penalty: 5670.861816
	Iteration 35Q: 3 clusters Score -8277822 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8277907.000000 Penalty: 5670.861816
	Iteration 36Q: 3 clusters Score -8277907 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8277955.500000 Penalty: 5670.861816
	Iteration 37Q: 3 clusters Score -8277956 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8278011.500000 Penalty: 5670.861816
	Iteration 38Q: 3 clusters Score -8278012 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8278036.500000 Penalty: 5670.861816
	Iteration 39Q: 3 clusters Score -8278036 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8278080.500000 Penalty: 5670.861816
	Iteration 40F: 3 clusters Score -8278080 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8278129.000000 Penalty: 5670.861816
	Iteration 41Q: 3 clusters Score -8278129 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8278226.500000 Penalty: 5670.861816
	Iteration 42Q: 3 clusters Score -8278226 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -8278313.000000 Penalty: 5670.861816
	Iteration 43Q: 3 clusters Score -8278313 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -8278370.000000 Penalty: 5670.861816
	Iteration 44Q: 3 clusters Score -8278370 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -8278431.000000 Penalty: 5670.861816
	Iteration 45Q: 3 clusters Score -8278431 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -8278442.500000 Penalty: 5670.861816
	Iteration 46Q: 3 clusters Score -8278442 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8278492.500000 Penalty: 5670.861816
	Iteration 47Q: 3 clusters Score -8278492 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -8278570.500000 Penalty: 5670.861816
	Iteration 48Q: 3 clusters Score -8278570 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8278617.500000 Penalty: 5670.861816
	Iteration 49Q: 3 clusters Score -8278618 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -8278651.500000 Penalty: 5670.861816
	Iteration 50Q: 3 clusters Score -8278652 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -8278705.500000 Penalty: 5670.861816
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Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 37945 members 
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Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 36467 members 
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Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 36128 members 
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Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 35818 members 
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	Iteration 59Q: 3 clusters Score -8278988 nChanged 314
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Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8279018 nChanged 332
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Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 35172 members 
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Mstep: Class 2 contains 34852 members 
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Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 34525 members 
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	Iteration 63Q: 3 clusters Score -8279036 nChanged 324
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Mstep: Class 2 contains 34201 members 
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Mstep: Class 2 contains 33865 members 
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Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 33538 members 
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Mstep: Class 2 contains 33215 members 
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Mstep: Class 2 contains 32860 members 
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Mstep: Class 2 contains 32505 members 
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Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 32154 members 
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Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 31761 members 
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Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 31357 members 
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Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 30552 members 
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Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 30111 members 
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Mstep: Class 1 contains 68774 members 
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Mstep: Class 1 contains 69299 members 
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Mstep: Class 1 contains 70919 members 
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Mstep: Class 1 contains 71976 members 
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Mstep: Class 1 contains 76011 members 
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Mstep: Class 1 contains 80370 members 
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Mstep: Class 1 contains 81652 members 
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Mstep: Class 1 contains 82402 members 
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Mstep: Class 1 contains 82746 members 
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Mstep: Class 1 contains 83070 members 
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Mstep: Class 1 contains 83636 members 
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	Iteration 131Q: 3 clusters Score -8283296 nChanged 211
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	Iteration 132Q: 3 clusters Score -8283318 nChanged 174
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	Iteration 135Q: 3 clusters Score -8283426 nChanged 172
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	Iteration 139Q: 3 clusters Score -8283566 nChanged 142
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	Iteration 141Q: 3 clusters Score -8283620 nChanged 123
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	Iteration 142Q: 3 clusters Score -8283649 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8283670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8283695 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8283715.500000 Penalty: 5670.861816
	Iteration 145Q: 3 clusters Score -8283716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8283740.000000 Penalty: 5670.861816
	Iteration 146Q: 3 clusters Score -8283740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8283764.500000 Penalty: 5670.861816
	Iteration 147Q: 3 clusters Score -8283764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8283764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -8283770.000000 Penalty: 5670.861816
	Iteration 149Q: 3 clusters Score -8283770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8283767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8283762.500000 Penalty: 5670.861816
	Iteration 151Q: 3 clusters Score -8283762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8283776.000000 Penalty: 5670.861816
	Iteration 152Q: 3 clusters Score -8283776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8283771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8283776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8283785.500000 Penalty: 5670.861816
	Iteration 155Q: 3 clusters Score -8283786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8283787.500000 Penalty: 5670.861816
	Iteration 156Q: 3 clusters Score -8283788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8283781.000000 Penalty: 5670.861816
	Iteration 157Q: 3 clusters Score -8283781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -8283793.000000 Penalty: 5670.861816
	Iteration 158Q: 3 clusters Score -8283793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8283792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8283803.000000 Penalty: 5670.861816
	Iteration 160F: 3 clusters Score -8283803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8283792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8283794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8283805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8283827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8283825.500000 Penalty: 5670.861816
	Iteration 165Q: 3 clusters Score -8283826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8283829.000000 Penalty: 5670.861816
	Iteration 166Q: 3 clusters Score -8283829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8283847.000000 Penalty: 5670.861816
	Iteration 167Q: 3 clusters Score -8283847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8283851.500000 Penalty: 5670.861816
	Iteration 168Q: 3 clusters Score -8283852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8283854.500000 Penalty: 5670.861816
	Iteration 169Q: 3 clusters Score -8283854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8283862.000000 Penalty: 5670.861816
	Iteration 170Q: 3 clusters Score -8283862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8283859.500000 Penalty: 5670.861816
	Iteration 171Q: 3 clusters Score -8283860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8283873.500000 Penalty: 5670.861816
	Iteration 172Q: 3 clusters Score -8283874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8283872.500000 Penalty: 5670.861816
	Iteration 173Q: 3 clusters Score -8283872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8283872.000000 Penalty: 5670.861816
	Iteration 174Q: 3 clusters Score -8283872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8283874.000000 Penalty: 5670.861816
	Iteration 175Q: 3 clusters Score -8283874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8283870.000000 Penalty: 5670.861816
	Iteration 176Q: 3 clusters Score -8283870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8283865.500000 Penalty: 5670.861816
	Iteration 177Q: 3 clusters Score -8283866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8283871.000000 Penalty: 5670.861816
	Iteration 178Q: 3 clusters Score -8283871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8283881.500000 Penalty: 5670.861816
	Iteration 179Q: 3 clusters Score -8283882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8283874.000000 Penalty: 5670.861816
	Iteration 180F: 3 clusters Score -8283874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8283868.000000 Penalty: 5670.861816
	Iteration 181Q: 3 clusters Score -8283868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8283876.500000 Penalty: 5670.861816
	Iteration 182Q: 3 clusters Score -8283876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8283875.000000 Penalty: 5670.861816
	Iteration 183Q: 3 clusters Score -8283875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8283878.000000 Penalty: 5670.861816
	Iteration 184Q: 3 clusters Score -8283878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8283877.500000 Penalty: 5670.861816
	Iteration 185Q: 3 clusters Score -8283878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8283876.500000 Penalty: 5670.861816
	Iteration 186Q: 3 clusters Score -8283876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8283893.000000 Penalty: 5670.861816
	Iteration 187Q: 3 clusters Score -8283893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8283896.000000 Penalty: 5670.861816
	Iteration 188Q: 3 clusters Score -8283896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8283894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8283886.000000 Penalty: 5670.861816
	Iteration 190Q: 3 clusters Score -8283886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8283893.000000 Penalty: 5670.861816
	Iteration 191Q: 3 clusters Score -8283893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8283913.000000 Penalty: 5670.861816
	Iteration 192Q: 3 clusters Score -8283913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8283914.500000 Penalty: 5670.861816
	Iteration 193Q: 3 clusters Score -8283914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -8283912.000000 Penalty: 5670.861816
	Iteration 194Q: 3 clusters Score -8283912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8283914.000000 Penalty: 5670.861816
	Iteration 195Q: 3 clusters Score -8283914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8283918.000000 Penalty: 5670.861816
	Iteration 196Q: 3 clusters Score -8283918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -8283919.000000 Penalty: 5670.861816
	Iteration 197Q: 3 clusters Score -8283919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8283920.500000 Penalty: 5670.861816
	Iteration 198Q: 3 clusters Score -8283920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8283922.000000 Penalty: 5670.861816
	Iteration 199Q: 3 clusters Score -8283922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8283920.500000 Penalty: 5670.861816
	Iteration 200F: 3 clusters Score -8283920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8283923.000000 Penalty: 5670.861816
	Iteration 201Q: 3 clusters Score -8283923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8283922.000000 Penalty: 5670.861816
	Iteration 202Q: 3 clusters Score -8283922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8283917.000000 Penalty: 5670.861816
	Iteration 203Q: 3 clusters Score -8283917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8283918.000000 Penalty: 5670.861816
	Iteration 204Q: 3 clusters Score -8283918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8283913.500000 Penalty: 5670.861816
	Iteration 205Q: 3 clusters Score -8283914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8283908.500000 Penalty: 5670.861816
	Iteration 206Q: 3 clusters Score -8283908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8283916.500000 Penalty: 5670.861816
	Iteration 207Q: 3 clusters Score -8283916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8283916.000000 Penalty: 5670.861816
	Iteration 208Q: 3 clusters Score -8283916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8283922.500000 Penalty: 5670.861816
	Iteration 209Q: 3 clusters Score -8283922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8283923.500000 Penalty: 5670.861816
	Iteration 210Q: 3 clusters Score -8283924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8283929.000000 Penalty: 5670.861816
	Iteration 211Q: 3 clusters Score -8283929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8283930.500000 Penalty: 5670.861816
	Iteration 212Q: 3 clusters Score -8283930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8283928.500000 Penalty: 5670.861816
	Iteration 213Q: 3 clusters Score -8283928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
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	Iteration 214F: 3 clusters Score -8283928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14187 members 
Entering Unmasked Estep 
Score: -1270513.250000 Penalty: 2370.900146
	Iteration 0F: 2 clusters Score -1270513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1260071.875000 Penalty: 4741.800293
	Iteration 0F: 3 clusters Score -1260072 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1263487 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1263989 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1264520.000000 Penalty: 4741.800293
	Iteration 3F: 3 clusters Score -1264520 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1265065.125000 Penalty: 4741.800293
	Iteration 4F: 3 clusters Score -1265065 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1265641.625000 Penalty: 4741.800293
	Iteration 5F: 3 clusters Score -1265642 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1266253.500000 Penalty: 4741.800293
	Iteration 6F: 3 clusters Score -1266254 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1266872.625000 Penalty: 4741.800293
	Iteration 7F: 3 clusters Score -1266873 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1267460.500000 Penalty: 4741.800293
	Iteration 8F: 3 clusters Score -1267460 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1267984.125000 Penalty: 4741.800293
	Iteration 9Q: 3 clusters Score -1267984 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1268335.125000 Penalty: 4741.800293
	Iteration 10Q: 3 clusters Score -1268335 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1268551.375000 Penalty: 4741.800293
	Iteration 11Q: 3 clusters Score -1268551 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1268692.500000 Penalty: 4741.800293
	Iteration 12Q: 3 clusters Score -1268692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1268784.250000 Penalty: 4741.800293
	Iteration 13Q: 3 clusters Score -1268784 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1268855.875000 Penalty: 4741.800293
	Iteration 14Q: 3 clusters Score -1268856 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1268925.625000 Penalty: 4741.800293
	Iteration 15Q: 3 clusters Score -1268926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1268974.500000 Penalty: 4741.800293
	Iteration 16Q: 3 clusters Score -1268974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1269024.125000 Penalty: 4741.800293
	Iteration 17Q: 3 clusters Score -1269024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1269065.125000 Penalty: 4741.800293
	Iteration 18Q: 3 clusters Score -1269065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1269097.625000 Penalty: 4741.800293
	Iteration 19Q: 3 clusters Score -1269098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1269134.625000 Penalty: 4741.800293
	Iteration 20F: 3 clusters Score -1269135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1269158.250000 Penalty: 4741.800293
	Iteration 21Q: 3 clusters Score -1269158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1269179.125000 Penalty: 4741.800293
	Iteration 22Q: 3 clusters Score -1269179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1269193.250000 Penalty: 4741.800293
	Iteration 23Q: 3 clusters Score -1269193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1269211.875000 Penalty: 4741.800293
	Iteration 24Q: 3 clusters Score -1269212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1269230.750000 Penalty: 4741.800293
	Iteration 25Q: 3 clusters Score -1269231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1269250.375000 Penalty: 4741.800293
	Iteration 26Q: 3 clusters Score -1269250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1269264.125000 Penalty: 4741.800293
	Iteration 27Q: 3 clusters Score -1269264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1269281.875000 Penalty: 4741.800293
	Iteration 28Q: 3 clusters Score -1269282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1269293.125000 Penalty: 4741.800293
	Iteration 29Q: 3 clusters Score -1269293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1269306.250000 Penalty: 4741.800293
	Iteration 30Q: 3 clusters Score -1269306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1269313.750000 Penalty: 4741.800293
	Iteration 31Q: 3 clusters Score -1269314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1269322.750000 Penalty: 4741.800293
	Iteration 32Q: 3 clusters Score -1269323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1269329.375000 Penalty: 4741.800293
	Iteration 33Q: 3 clusters Score -1269329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1269335.000000 Penalty: 4741.800293
	Iteration 34Q: 3 clusters Score -1269335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1269344.250000 Penalty: 4741.800293
	Iteration 35Q: 3 clusters Score -1269344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1269343.125000 Penalty: 4741.800293
	Iteration 36Q: 3 clusters Score -1269343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1269351.000000 Penalty: 4741.800293
	Iteration 37Q: 3 clusters Score -1269351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1269356.125000 Penalty: 4741.800293
	Iteration 38Q: 3 clusters Score -1269356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1269359.250000 Penalty: 4741.800293
	Iteration 39Q: 3 clusters Score -1269359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1269358.125000 Penalty: 4741.800293
	Iteration 40F: 3 clusters Score -1269358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1269359.250000 Penalty: 4741.800293
	Iteration 41Q: 3 clusters Score -1269359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1269359.375000 Penalty: 4741.800293
	Iteration 42Q: 3 clusters Score -1269359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1269358.000000 Penalty: 4741.800293
	Iteration 43Q: 3 clusters Score -1269358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1269361.750000 Penalty: 4741.800293
	Iteration 44Q: 3 clusters Score -1269362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1269362.375000 Penalty: 4741.800293
	Iteration 45Q: 3 clusters Score -1269362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1269363.125000 Penalty: 4741.800293
	Iteration 46Q: 3 clusters Score -1269363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1269364.500000 Penalty: 4741.800293
	Iteration 47Q: 3 clusters Score -1269364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1269364.500000 Penalty: 4741.800293
	Iteration 48F: 3 clusters Score -1269364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (200908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Entering Unmasked Estep 
Score: -17919484.000000 Penalty: 3028.229492
	Iteration 0F: 2 clusters Score -1.791948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -17784582.000000 Penalty: 6056.458984
	Iteration 0F: 3 clusters Score -1.778458e+07 nChanged 96771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -17841736.000000 Penalty: 6056.458984
	Iteration 1F: 3 clusters Score -1.784174e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -17843304.000000 Penalty: 6056.458984
	Iteration 2Q: 3 clusters Score -1.78433e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -17845404.000000 Penalty: 6056.458984
	Iteration 3Q: 3 clusters Score -1.78454e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -17848972.000000 Penalty: 6056.458984
	Iteration 4Q: 3 clusters Score -1.784897e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -17855216.000000 Penalty: 6056.458984
	Iteration 5F: 3 clusters Score -1.785522e+07 nChanged 14426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144765 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -17865038.000000 Penalty: 6056.458984
	Iteration 6F: 3 clusters Score -1.786504e+07 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -17879590.000000 Penalty: 6056.458984
	Iteration 7F: 3 clusters Score -1.787959e+07 nChanged 16274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177805 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -17894974.000000 Penalty: 6056.458984
	Iteration 8F: 3 clusters Score -1.789497e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189802 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -17906568.000000 Penalty: 6056.458984
	Iteration 9F: 3 clusters Score -1.790657e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196406 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -17912770.000000 Penalty: 6056.458984
	Iteration 10Q: 3 clusters Score -1.791277e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199149 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -17915254.000000 Penalty: 6056.458984
	Iteration 11Q: 3 clusters Score -1.791525e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200106 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17916142.000000 Penalty: 6056.458984
	Iteration 12Q: 3 clusters Score -1.791614e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200424 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17916470.000000 Penalty: 6056.458984
	Iteration 13Q: 3 clusters Score -1.791647e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200529 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 6056.458984
	Iteration 14Q: 3 clusters Score -1.79166e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -17916674.000000 Penalty: 6056.458984
	Iteration 15Q: 3 clusters Score -1.791667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17916708.000000 Penalty: 6056.458984
	Iteration 16Q: 3 clusters Score -1.791671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200621 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17916736.000000 Penalty: 6056.458984
	Iteration 17Q: 3 clusters Score -1.791674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200625 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17916746.000000 Penalty: 6056.458984
	Iteration 18Q: 3 clusters Score -1.791675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200630 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17916744.000000 Penalty: 6056.458984
	Iteration 19Q: 3 clusters Score -1.791674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200632 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17916758.000000 Penalty: 6056.458984
	Iteration 20F: 3 clusters Score -1.791676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17916766.000000 Penalty: 6056.458984
	Iteration 21Q: 3 clusters Score -1.791677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17916786.000000 Penalty: 6056.458984
	Iteration 22Q: 3 clusters Score -1.791679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17916794.000000 Penalty: 6056.458984
	Iteration 23Q: 3 clusters Score -1.791679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17916794.000000 Penalty: 6056.458984
	Iteration 24Q: 3 clusters Score -1.791679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17916788.000000 Penalty: 6056.458984
	Iteration 25Q: 3 clusters Score -1.791679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17916796.000000 Penalty: 6056.458984
	Iteration 26Q: 3 clusters Score -1.79168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200637 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17916810.000000 Penalty: 6056.458984
	Iteration 27Q: 3 clusters Score -1.791681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17916804.000000 Penalty: 6056.458984
	Iteration 28Q: 3 clusters Score -1.79168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200639 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17916806.000000 Penalty: 6056.458984
	Iteration 29Q: 3 clusters Score -1.791681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17916816.000000 Penalty: 6056.458984
	Iteration 30Q: 3 clusters Score -1.791682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17916816.000000 Penalty: 6056.458984
	Iteration 31F: 3 clusters Score -1.791682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -318582.875000 Penalty: 2043.549927
	Iteration 0F: 2 clusters Score -318582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -314790.187500 Penalty: 4087.099854
	Iteration 0F: 3 clusters Score -314790.2 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -315634.437500 Penalty: 4087.099854
	Iteration 1F: 3 clusters Score -315634.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -315848.468750 Penalty: 4087.099854
	Iteration 2F: 3 clusters Score -315848.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -315991.187500 Penalty: 4087.099854
	Iteration 3F: 3 clusters Score -315991.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -316085.468750 Penalty: 4087.099854
	Iteration 4Q: 3 clusters Score -316085.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -316168.968750 Penalty: 4087.099854
	Iteration 5Q: 3 clusters Score -316169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -316232.437500 Penalty: 4087.099854
	Iteration 6Q: 3 clusters Score -316232.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -316282.250000 Penalty: 4087.099854
	Iteration 7Q: 3 clusters Score -316282.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -316331.500000 Penalty: 4087.099854
	Iteration 8Q: 3 clusters Score -316331.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -316388.156250 Penalty: 4087.099854
	Iteration 9Q: 3 clusters Score -316388.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -316460.218750 Penalty: 4087.099854
	Iteration 10Q: 3 clusters Score -316460.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -316523.156250 Penalty: 4087.099854
	Iteration 11Q: 3 clusters Score -316523.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -316585.062500 Penalty: 4087.099854
	Iteration 12Q: 3 clusters Score -316585.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -316634.187500 Penalty: 4087.099854
	Iteration 13Q: 3 clusters Score -316634.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -316679.187500 Penalty: 4087.099854
	Iteration 14Q: 3 clusters Score -316679.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -316724.187500 Penalty: 4087.099854
	Iteration 15Q: 3 clusters Score -316724.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -316764.281250 Penalty: 4087.099854
	Iteration 16Q: 3 clusters Score -316764.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -316794.156250 Penalty: 4087.099854
	Iteration 17Q: 3 clusters Score -316794.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -316833.937500 Penalty: 4087.099854
	Iteration 18Q: 3 clusters Score -316833.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -316867.312500 Penalty: 4087.099854
	Iteration 19Q: 3 clusters Score -316867.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -316892.156250 Penalty: 4087.099854
	Iteration 20F: 3 clusters Score -316892.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -316915.937500 Penalty: 4087.099854
	Iteration 21Q: 3 clusters Score -316915.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -316946.281250 Penalty: 4087.099854
	Iteration 22Q: 3 clusters Score -316946.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -316977.375000 Penalty: 4087.099854
	Iteration 23Q: 3 clusters Score -316977.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -317006.062500 Penalty: 4087.099854
	Iteration 24Q: 3 clusters Score -317006.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -317035.000000 Penalty: 4087.099854
	Iteration 25Q: 3 clusters Score -317035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -317058.781250 Penalty: 4087.099854
	Iteration 26Q: 3 clusters Score -317058.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -317073.906250 Penalty: 4087.099854
	Iteration 27Q: 3 clusters Score -317073.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -317085.968750 Penalty: 4087.099854
	Iteration 28Q: 3 clusters Score -317086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -317093.750000 Penalty: 4087.099854
	Iteration 29Q: 3 clusters Score -317093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -317101.906250 Penalty: 4087.099854
	Iteration 30Q: 3 clusters Score -317101.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -317112.187500 Penalty: 4087.099854
	Iteration 31Q: 3 clusters Score -317112.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -317122.843750 Penalty: 4087.099854
	Iteration 32Q: 3 clusters Score -317122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -317132.125000 Penalty: 4087.099854
	Iteration 33Q: 3 clusters Score -317132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -317138.187500 Penalty: 4087.099854
	Iteration 34Q: 3 clusters Score -317138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -317143.968750 Penalty: 4087.099854
	Iteration 35Q: 3 clusters Score -317144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -317151.125000 Penalty: 4087.099854
	Iteration 36Q: 3 clusters Score -317151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -317160.531250 Penalty: 4087.099854
	Iteration 37Q: 3 clusters Score -317160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -317165.906250 Penalty: 4087.099854
	Iteration 38Q: 3 clusters Score -317165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -317172.562500 Penalty: 4087.099854
	Iteration 39Q: 3 clusters Score -317172.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -317180.781250 Penalty: 4087.099854
	Iteration 40F: 3 clusters Score -317180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -317193.093750 Penalty: 4087.099854
	Iteration 41Q: 3 clusters Score -317193.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -317208.093750 Penalty: 4087.099854
	Iteration 42Q: 3 clusters Score -317208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -317229.656250 Penalty: 4087.099854
	Iteration 43Q: 3 clusters Score -317229.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -317248.812500 Penalty: 4087.099854
	Iteration 44Q: 3 clusters Score -317248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -317262.218750 Penalty: 4087.099854
	Iteration 45Q: 3 clusters Score -317262.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -317277.031250 Penalty: 4087.099854
	Iteration 46Q: 3 clusters Score -317277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -317295.156250 Penalty: 4087.099854
	Iteration 47Q: 3 clusters Score -317295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -317310.437500 Penalty: 4087.099854
	Iteration 48Q: 3 clusters Score -317310.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -317322.562500 Penalty: 4087.099854
	Iteration 49Q: 3 clusters Score -317322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -317327.812500 Penalty: 4087.099854
	Iteration 50Q: 3 clusters Score -317327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -317333.906250 Penalty: 4087.099854
	Iteration 51Q: 3 clusters Score -317333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -317339.656250 Penalty: 4087.099854
	Iteration 52Q: 3 clusters Score -317339.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -317344.375000 Penalty: 4087.099854
	Iteration 53Q: 3 clusters Score -317344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -317345.375000 Penalty: 4087.099854
	Iteration 54Q: 3 clusters Score -317345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -317345.500000 Penalty: 4087.099854
	Iteration 55Q: 3 clusters Score -317345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -317346.500000 Penalty: 4087.099854
	Iteration 56Q: 3 clusters Score -317346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -317346.500000 Penalty: 4087.099854
	Iteration 57F: 3 clusters Score -317346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Entering Unmasked Estep 
Score: -2201292.000000 Penalty: 2505.166504
	Iteration 0F: 2 clusters Score -2201292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2184353.500000 Penalty: 5010.333008
	Iteration 0F: 3 clusters Score -2184354 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2190101.250000 Penalty: 5010.333008
	Iteration 1F: 3 clusters Score -2190101 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2190492.750000 Penalty: 5010.333008
	Iteration 2Q: 3 clusters Score -2190493 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2190815.500000 Penalty: 5010.333008
	Iteration 3Q: 3 clusters Score -2190816 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2191150.250000 Penalty: 5010.333008
	Iteration 4Q: 3 clusters Score -2191150 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2191483.000000 Penalty: 5010.333008
	Iteration 5Q: 3 clusters Score -2191483 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2191905.500000 Penalty: 5010.333008
	Iteration 6Q: 3 clusters Score -2191906 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2192385.750000 Penalty: 5010.333008
	Iteration 7Q: 3 clusters Score -2192386 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2192998.750000 Penalty: 5010.333008
	Iteration 8Q: 3 clusters Score -2192999 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2193767.500000 Penalty: 5010.333008
	Iteration 9Q: 3 clusters Score -2193768 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2194659.750000 Penalty: 5010.333008
	Iteration 10F: 3 clusters Score -2194660 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2195646.250000 Penalty: 5010.333008
	Iteration 11F: 3 clusters Score -2195646 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2196666.750000 Penalty: 5010.333008
	Iteration 12F: 3 clusters Score -2196667 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2197569.500000 Penalty: 5010.333008
	Iteration 13Q: 3 clusters Score -2197570 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2198227.750000 Penalty: 5010.333008
	Iteration 14Q: 3 clusters Score -2198228 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2198603.250000 Penalty: 5010.333008
	Iteration 15Q: 3 clusters Score -2198603 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2198799.250000 Penalty: 5010.333008
	Iteration 16Q: 3 clusters Score -2198799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2198907.250000 Penalty: 5010.333008
	Iteration 17Q: 3 clusters Score -2198907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2198957.750000 Penalty: 5010.333008
	Iteration 18Q: 3 clusters Score -2198958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2199002.750000 Penalty: 5010.333008
	Iteration 19Q: 3 clusters Score -2199003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2199027.500000 Penalty: 5010.333008
	Iteration 20F: 3 clusters Score -2199028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -2199042.500000 Penalty: 5010.333008
	Iteration 21Q: 3 clusters Score -2199042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2199062.500000 Penalty: 5010.333008
	Iteration 22Q: 3 clusters Score -2199062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2199074.500000 Penalty: 5010.333008
	Iteration 23Q: 3 clusters Score -2199074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2199093.500000 Penalty: 5010.333008
	Iteration 24Q: 3 clusters Score -2199094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2199105.500000 Penalty: 5010.333008
	Iteration 25Q: 3 clusters Score -2199106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2199115.500000 Penalty: 5010.333008
	Iteration 26Q: 3 clusters Score -2199116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2199124.750000 Penalty: 5010.333008
	Iteration 27Q: 3 clusters Score -2199125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2199138.500000 Penalty: 5010.333008
	Iteration 28Q: 3 clusters Score -2199138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2199144.500000 Penalty: 5010.333008
	Iteration 29Q: 3 clusters Score -2199144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2199145.250000 Penalty: 5010.333008
	Iteration 30Q: 3 clusters Score -2199145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2199153.250000 Penalty: 5010.333008
	Iteration 31Q: 3 clusters Score -2199153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2199156.750000 Penalty: 5010.333008
	Iteration 32Q: 3 clusters Score -2199157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2199157.750000 Penalty: 5010.333008
	Iteration 33Q: 3 clusters Score -2199158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2199159.250000 Penalty: 5010.333008
	Iteration 34Q: 3 clusters Score -2199159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2199162.250000 Penalty: 5010.333008
	Iteration 35Q: 3 clusters Score -2199162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2199165.250000 Penalty: 5010.333008
	Iteration 36Q: 3 clusters Score -2199165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2199167.250000 Penalty: 5010.333008
	Iteration 37Q: 3 clusters Score -2199167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2199172.000000 Penalty: 5010.333008
	Iteration 38Q: 3 clusters Score -2199172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2199172.000000 Penalty: 5010.333008
	Iteration 39F: 3 clusters Score -2199172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -288359.500000 Penalty: 2060.005127
	Iteration 0F: 2 clusters Score -288359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -284472.531250 Penalty: 4120.010254
	Iteration 0F: 3 clusters Score -284472.5 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -285572.343750 Penalty: 4120.010254
	Iteration 1F: 3 clusters Score -285572.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -285969.531250 Penalty: 4120.010254
	Iteration 2F: 3 clusters Score -285969.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -286320.312500 Penalty: 4120.010254
	Iteration 3F: 3 clusters Score -286320.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -286609.531250 Penalty: 4120.010254
	Iteration 4F: 3 clusters Score -286609.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -286855.343750 Penalty: 4120.010254
	Iteration 5F: 3 clusters Score -286855.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -287039.468750 Penalty: 4120.010254
	Iteration 6Q: 3 clusters Score -287039.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -287152.687500 Penalty: 4120.010254
	Iteration 7Q: 3 clusters Score -287152.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -287238.375000 Penalty: 4120.010254
	Iteration 8Q: 3 clusters Score -287238.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -287285.875000 Penalty: 4120.010254
	Iteration 9Q: 3 clusters Score -287285.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -287317.562500 Penalty: 4120.010254
	Iteration 10Q: 3 clusters Score -287317.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -287339.218750 Penalty: 4120.010254
	Iteration 11Q: 3 clusters Score -287339.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -287355.125000 Penalty: 4120.010254
	Iteration 12Q: 3 clusters Score -287355.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -287364.437500 Penalty: 4120.010254
	Iteration 13Q: 3 clusters Score -287364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -287369.000000 Penalty: 4120.010254
	Iteration 14Q: 3 clusters Score -287369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -287375.406250 Penalty: 4120.010254
	Iteration 15Q: 3 clusters Score -287375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -287379.812500 Penalty: 4120.010254
	Iteration 16Q: 3 clusters Score -287379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -287387.875000 Penalty: 4120.010254
	Iteration 17Q: 3 clusters Score -287387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -287396.562500 Penalty: 4120.010254
	Iteration 18Q: 3 clusters Score -287396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -287403.750000 Penalty: 4120.010254
	Iteration 19Q: 3 clusters Score -287403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -287410.156250 Penalty: 4120.010254
	Iteration 20F: 3 clusters Score -287410.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -287416.468750 Penalty: 4120.010254
	Iteration 21Q: 3 clusters Score -287416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -287420.468750 Penalty: 4120.010254
	Iteration 22Q: 3 clusters Score -287420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -287423.562500 Penalty: 4120.010254
	Iteration 23Q: 3 clusters Score -287423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -287424.906250 Penalty: 4120.010254
	Iteration 24Q: 3 clusters Score -287424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -287425.750000 Penalty: 4120.010254
	Iteration 25Q: 3 clusters Score -287425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -287426.250000 Penalty: 4120.010254
	Iteration 26Q: 3 clusters Score -287426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -287426.843750 Penalty: 4120.010254
	Iteration 27Q: 3 clusters Score -287426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -287426.843750 Penalty: 4120.010254
	Iteration 28F: 3 clusters Score -287426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -180649.625000 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -180649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -177881.593750 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -177881.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -178444.625000 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -178444.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -178617.515625 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -178617.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178731.046875 Penalty: 3820.691895
	Iteration 3Q: 3 clusters Score -178731 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -178804.531250 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -178804.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -178864.093750 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -178864.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178915.875000 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -178915.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -178970.421875 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -178970.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179023.625000 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -179023.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -179067.796875 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -179067.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179102.171875 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -179102.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -179137.875000 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -179137.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -179176.062500 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -179176.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -179219.562500 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -179219.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179272.187500 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -179272.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179320.281250 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -179320.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -179368.062500 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -179368.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179417.484375 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -179417.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -179485.250000 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -179485.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -179528.828125 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -179528.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -179597.593750 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -179597.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179668.937500 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -179668.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179759.875000 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -179759.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -179886.078125 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -179886.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -180007.906250 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -180007.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180072.843750 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -180072.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -180109.687500 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -180109.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180133.828125 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -180133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180153.453125 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -180153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180163.484375 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -180163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180170.125000 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -180170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180173.375000 Penalty: 3820.691895
	Iteration 31Q: 3 clusters Score -180173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -180176.671875 Penalty: 3820.691895
	Iteration 32Q: 3 clusters Score -180176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180178.765625 Penalty: 3820.691895
	Iteration 33Q: 3 clusters Score -180178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180180.015625 Penalty: 3820.691895
	Iteration 34Q: 3 clusters Score -180180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180180.015625 Penalty: 3820.691895
	Iteration 35F: 3 clusters Score -180180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Entering Unmasked Estep 
Score: -1667416.875000 Penalty: 2465.827393
	Iteration 0F: 2 clusters Score -1667417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1652751.250000 Penalty: 4931.654785
	Iteration 0F: 3 clusters Score -1652751 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1657652.625000 Penalty: 4931.654785
	Iteration 1F: 3 clusters Score -1657653 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1658073.000000 Penalty: 4931.654785
	Iteration 2F: 3 clusters Score -1658073 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1658418.875000 Penalty: 4931.654785
	Iteration 3Q: 3 clusters Score -1658419 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1658765.250000 Penalty: 4931.654785
	Iteration 4Q: 3 clusters Score -1658765 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1659155.750000 Penalty: 4931.654785
	Iteration 5Q: 3 clusters Score -1659156 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1659605.875000 Penalty: 4931.654785
	Iteration 6Q: 3 clusters Score -1659606 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1660140.375000 Penalty: 4931.654785
	Iteration 7Q: 3 clusters Score -1660140 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1660768.125000 Penalty: 4931.654785
	Iteration 8Q: 3 clusters Score -1660768 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1661523.250000 Penalty: 4931.654785
	Iteration 9F: 3 clusters Score -1661523 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1662297.750000 Penalty: 4931.654785
	Iteration 10Q: 3 clusters Score -1662298 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1662991.125000 Penalty: 4931.654785
	Iteration 11Q: 3 clusters Score -1662991 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1663543.375000 Penalty: 4931.654785
	Iteration 12Q: 3 clusters Score -1663543 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1663942.125000 Penalty: 4931.654785
	Iteration 13Q: 3 clusters Score -1663942 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1664240.750000 Penalty: 4931.654785
	Iteration 14Q: 3 clusters Score -1664241 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1664465.125000 Penalty: 4931.654785
	Iteration 15Q: 3 clusters Score -1664465 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1664631.000000 Penalty: 4931.654785
	Iteration 16Q: 3 clusters Score -1664631 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1664768.625000 Penalty: 4931.654785
	Iteration 17Q: 3 clusters Score -1664769 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -1664896.375000 Penalty: 4931.654785
	Iteration 18Q: 3 clusters Score -1664896 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1664991.125000 Penalty: 4931.654785
	Iteration 19Q: 3 clusters Score -1664991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1665073.125000 Penalty: 4931.654785
	Iteration 20F: 3 clusters Score -1665073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1665136.000000 Penalty: 4931.654785
	Iteration 21Q: 3 clusters Score -1665136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1665192.125000 Penalty: 4931.654785
	Iteration 22Q: 3 clusters Score -1665192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1665223.500000 Penalty: 4931.654785
	Iteration 23Q: 3 clusters Score -1665224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1665259.750000 Penalty: 4931.654785
	Iteration 24Q: 3 clusters Score -1665260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1665289.250000 Penalty: 4931.654785
	Iteration 25Q: 3 clusters Score -1665289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1665314.250000 Penalty: 4931.654785
	Iteration 26Q: 3 clusters Score -1665314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1665341.625000 Penalty: 4931.654785
	Iteration 27Q: 3 clusters Score -1665342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1665360.500000 Penalty: 4931.654785
	Iteration 28Q: 3 clusters Score -1665360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1665381.500000 Penalty: 4931.654785
	Iteration 29Q: 3 clusters Score -1665382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1665392.500000 Penalty: 4931.654785
	Iteration 30Q: 3 clusters Score -1665392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1665399.750000 Penalty: 4931.654785
	Iteration 31Q: 3 clusters Score -1665400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1665407.375000 Penalty: 4931.654785
	Iteration 32Q: 3 clusters Score -1665407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1665412.875000 Penalty: 4931.654785
	Iteration 33Q: 3 clusters Score -1665413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1665419.000000 Penalty: 4931.654785
	Iteration 34Q: 3 clusters Score -1665419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1665425.750000 Penalty: 4931.654785
	Iteration 35Q: 3 clusters Score -1665426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -1665432.000000 Penalty: 4931.654785
	Iteration 36Q: 3 clusters Score -1665432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -1665436.750000 Penalty: 4931.654785
	Iteration 37Q: 3 clusters Score -1665437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1665440.375000 Penalty: 4931.654785
	Iteration 38Q: 3 clusters Score -1665440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1665441.375000 Penalty: 4931.654785
	Iteration 39Q: 3 clusters Score -1665441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1665446.500000 Penalty: 4931.654785
	Iteration 40F: 3 clusters Score -1665446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1665449.250000 Penalty: 4931.654785
	Iteration 41Q: 3 clusters Score -1665449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1665453.625000 Penalty: 4931.654785
	Iteration 42Q: 3 clusters Score -1665454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1665453.375000 Penalty: 4931.654785
	Iteration 43Q: 3 clusters Score -1665453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1665453.375000 Penalty: 4931.654785
	Iteration 44F: 3 clusters Score -1665453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Entering Unmasked Estep 
Score: -1017832.750000 Penalty: 2314.188721
	Iteration 0F: 2 clusters Score -1017833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1009379.500000 Penalty: 4628.377441
	Iteration 0F: 3 clusters Score -1009380 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1011801.812500 Penalty: 4628.377441
	Iteration 1F: 3 clusters Score -1011802 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1012140.750000 Penalty: 4628.377441
	Iteration 2F: 3 clusters Score -1012141 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1012381.937500 Penalty: 4628.377441
	Iteration 3Q: 3 clusters Score -1012382 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1012564.750000 Penalty: 4628.377441
	Iteration 4Q: 3 clusters Score -1012565 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1012724.937500 Penalty: 4628.377441
	Iteration 5Q: 3 clusters Score -1012725 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1012882.687500 Penalty: 4628.377441
	Iteration 6Q: 3 clusters Score -1012883 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1013039.875000 Penalty: 4628.377441
	Iteration 7Q: 3 clusters Score -1013040 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1013216.937500 Penalty: 4628.377441
	Iteration 8Q: 3 clusters Score -1013217 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1013414.500000 Penalty: 4628.377441
	Iteration 9Q: 3 clusters Score -1013414 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1013630.062500 Penalty: 4628.377441
	Iteration 10Q: 3 clusters Score -1013630 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1013849.562500 Penalty: 4628.377441
	Iteration 11Q: 3 clusters Score -1013850 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1014104.500000 Penalty: 4628.377441
	Iteration 12Q: 3 clusters Score -1014104 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1014370.687500 Penalty: 4628.377441
	Iteration 13Q: 3 clusters Score -1014371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1014617.812500 Penalty: 4628.377441
	Iteration 14Q: 3 clusters Score -1014618 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1014845.687500 Penalty: 4628.377441
	Iteration 15Q: 3 clusters Score -1014846 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1015079.187500 Penalty: 4628.377441
	Iteration 16Q: 3 clusters Score -1015079 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1015273.750000 Penalty: 4628.377441
	Iteration 17Q: 3 clusters Score -1015274 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1015418.250000 Penalty: 4628.377441
	Iteration 18Q: 3 clusters Score -1015418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1015530.562500 Penalty: 4628.377441
	Iteration 19Q: 3 clusters Score -1015531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1015616.500000 Penalty: 4628.377441
	Iteration 20F: 3 clusters Score -1015616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1015664.875000 Penalty: 4628.377441
	Iteration 21Q: 3 clusters Score -1015665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1015694.687500 Penalty: 4628.377441
	Iteration 22Q: 3 clusters Score -1015695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1015724.250000 Penalty: 4628.377441
	Iteration 23Q: 3 clusters Score -1015724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1015749.875000 Penalty: 4628.377441
	Iteration 24Q: 3 clusters Score -1015750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1015771.375000 Penalty: 4628.377441
	Iteration 25Q: 3 clusters Score -1015771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1015779.687500 Penalty: 4628.377441
	Iteration 26Q: 3 clusters Score -1015780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1015793.437500 Penalty: 4628.377441
	Iteration 27Q: 3 clusters Score -1015793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1015800.062500 Penalty: 4628.377441
	Iteration 28Q: 3 clusters Score -1015800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1015810.000000 Penalty: 4628.377441
	Iteration 29Q: 3 clusters Score -1015810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1015814.250000 Penalty: 4628.377441
	Iteration 30Q: 3 clusters Score -1015814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1015817.562500 Penalty: 4628.377441
	Iteration 31Q: 3 clusters Score -1015818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1015822.812500 Penalty: 4628.377441
	Iteration 32Q: 3 clusters Score -1015823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1015826.000000 Penalty: 4628.377441
	Iteration 33Q: 3 clusters Score -1015826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1015829.750000 Penalty: 4628.377441
	Iteration 34Q: 3 clusters Score -1015830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1015835.812500 Penalty: 4628.377441
	Iteration 35Q: 3 clusters Score -1015836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1015840.062500 Penalty: 4628.377441
	Iteration 36Q: 3 clusters Score -1015840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1015841.062500 Penalty: 4628.377441
	Iteration 37Q: 3 clusters Score -1015841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1015843.625000 Penalty: 4628.377441
	Iteration 38Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1015846.000000 Penalty: 4628.377441
	Iteration 39Q: 3 clusters Score -1015846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1015846.000000 Penalty: 4628.377441
	Iteration 40F: 3 clusters Score -1015846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Entering Unmasked Estep 
Score: -983415.937500 Penalty: 2322.124512
	Iteration 0F: 2 clusters Score -983415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -974725.187500 Penalty: 4644.249023
	Iteration 0F: 3 clusters Score -974725.2 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -977565.500000 Penalty: 4644.249023
	Iteration 1F: 3 clusters Score -977565.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -978055.562500 Penalty: 4644.249023
	Iteration 2F: 3 clusters Score -978055.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -978478.687500 Penalty: 4644.249023
	Iteration 3F: 3 clusters Score -978478.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -978858.750000 Penalty: 4644.249023
	Iteration 4F: 3 clusters Score -978858.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -979223.375000 Penalty: 4644.249023
	Iteration 5Q: 3 clusters Score -979223.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -979553.875000 Penalty: 4644.249023
	Iteration 6Q: 3 clusters Score -979553.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -979833.812500 Penalty: 4644.249023
	Iteration 7Q: 3 clusters Score -979833.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -980060.750000 Penalty: 4644.249023
	Iteration 8Q: 3 clusters Score -980060.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -980255.125000 Penalty: 4644.249023
	Iteration 9Q: 3 clusters Score -980255.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -980427.312500 Penalty: 4644.249023
	Iteration 10Q: 3 clusters Score -980427.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -980560.812500 Penalty: 4644.249023
	Iteration 11Q: 3 clusters Score -980560.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -980691.062500 Penalty: 4644.249023
	Iteration 12Q: 3 clusters Score -980691.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -980837.500000 Penalty: 4644.249023
	Iteration 13Q: 3 clusters Score -980837.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -980988.937500 Penalty: 4644.249023
	Iteration 14Q: 3 clusters Score -980988.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -981181.187500 Penalty: 4644.249023
	Iteration 15Q: 3 clusters Score -981181.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -981381.687500 Penalty: 4644.249023
	Iteration 16Q: 3 clusters Score -981381.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -981675.000000 Penalty: 4644.249023
	Iteration 17Q: 3 clusters Score -981675 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -982021.187500 Penalty: 4644.249023
	Iteration 18Q: 3 clusters Score -982021.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -982335.937500 Penalty: 4644.249023
	Iteration 19Q: 3 clusters Score -982335.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -982547.125000 Penalty: 4644.249023
	Iteration 20F: 3 clusters Score -982547.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -982686.000000 Penalty: 4644.249023
	Iteration 21Q: 3 clusters Score -982686 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -982782.187500 Penalty: 4644.249023
	Iteration 22Q: 3 clusters Score -982782.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -982832.125000 Penalty: 4644.249023
	Iteration 23Q: 3 clusters Score -982832.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -982856.500000 Penalty: 4644.249023
	Iteration 24Q: 3 clusters Score -982856.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -982864.375000 Penalty: 4644.249023
	Iteration 25Q: 3 clusters Score -982864.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -982871.312500 Penalty: 4644.249023
	Iteration 26Q: 3 clusters Score -982871.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -982877.312500 Penalty: 4644.249023
	Iteration 27Q: 3 clusters Score -982877.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -982881.750000 Penalty: 4644.249023
	Iteration 28Q: 3 clusters Score -982881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -982881.562500 Penalty: 4644.249023
	Iteration 29Q: 3 clusters Score -982881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -982884.437500 Penalty: 4644.249023
	Iteration 30Q: 3 clusters Score -982884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -982883.812500 Penalty: 4644.249023
	Iteration 31Q: 3 clusters Score -982883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -982886.062500 Penalty: 4644.249023
	Iteration 32Q: 3 clusters Score -982886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -982888.812500 Penalty: 4644.249023
	Iteration 33Q: 3 clusters Score -982888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -982888.500000 Penalty: 4644.249023
	Iteration 34Q: 3 clusters Score -982888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -982888.500000 Penalty: 4644.249023
	Iteration 35Q: 3 clusters Score -982888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -982888.500000 Penalty: 4644.249023
	Iteration 36F: 3 clusters Score -982888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Entering Unmasked Estep 
Score: -1454009.625000 Penalty: 2416.197510
	Iteration 0F: 2 clusters Score -1454010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1441789.000000 Penalty: 4832.395020
	Iteration 0F: 3 clusters Score -1441789 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1445859.500000 Penalty: 4832.395020
	Iteration 1F: 3 clusters Score -1445860 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1446360.125000 Penalty: 4832.395020
	Iteration 2F: 3 clusters Score -1446360 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1446883.500000 Penalty: 4832.395020
	Iteration 3F: 3 clusters Score -1446884 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1447496.500000 Penalty: 4832.395020
	Iteration 4F: 3 clusters Score -1447496 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1448303.000000 Penalty: 4832.395020
	Iteration 5F: 3 clusters Score -1448303 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1449218.500000 Penalty: 4832.395020
	Iteration 6F: 3 clusters Score -1449218 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1450066.750000 Penalty: 4832.395020
	Iteration 7F: 3 clusters Score -1450067 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1450709.125000 Penalty: 4832.395020
	Iteration 8F: 3 clusters Score -1450709 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1451205.125000 Penalty: 4832.395020
	Iteration 9Q: 3 clusters Score -1451205 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1451659.750000 Penalty: 4832.395020
	Iteration 10Q: 3 clusters Score -1451660 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1452021.000000 Penalty: 4832.395020
	Iteration 11Q: 3 clusters Score -1452021 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1452321.875000 Penalty: 4832.395020
	Iteration 12Q: 3 clusters Score -1452322 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1452485.750000 Penalty: 4832.395020
	Iteration 13Q: 3 clusters Score -1452486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1452600.375000 Penalty: 4832.395020
	Iteration 14Q: 3 clusters Score -1452600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1452670.000000 Penalty: 4832.395020
	Iteration 15Q: 3 clusters Score -1452670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1452719.375000 Penalty: 4832.395020
	Iteration 16Q: 3 clusters Score -1452719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1452753.875000 Penalty: 4832.395020
	Iteration 17Q: 3 clusters Score -1452754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1452777.500000 Penalty: 4832.395020
	Iteration 18Q: 3 clusters Score -1452778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1452793.125000 Penalty: 4832.395020
	Iteration 19Q: 3 clusters Score -1452793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1452805.625000 Penalty: 4832.395020
	Iteration 20F: 3 clusters Score -1452806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1452811.625000 Penalty: 4832.395020
	Iteration 21Q: 3 clusters Score -1452812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1452814.625000 Penalty: 4832.395020
	Iteration 22Q: 3 clusters Score -1452815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1452818.625000 Penalty: 4832.395020
	Iteration 23Q: 3 clusters Score -1452819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1452818.250000 Penalty: 4832.395020
	Iteration 24Q: 3 clusters Score -1452818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1452820.875000 Penalty: 4832.395020
	Iteration 25Q: 3 clusters Score -1452821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1452822.500000 Penalty: 4832.395020
	Iteration 26Q: 3 clusters Score -1452822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1452825.625000 Penalty: 4832.395020
	Iteration 27Q: 3 clusters Score -1452826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1452823.375000 Penalty: 4832.395020
	Iteration 28Q: 3 clusters Score -1452823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1452822.500000 Penalty: 4832.395020
	Iteration 29Q: 3 clusters Score -1452822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1452824.375000 Penalty: 4832.395020
	Iteration 30Q: 3 clusters Score -1452824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1452823.125000 Penalty: 4832.395020
	Iteration 31Q: 3 clusters Score -1452823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1452823.750000 Penalty: 4832.395020
	Iteration 32Q: 3 clusters Score -1452824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1452824.500000 Penalty: 4832.395020
	Iteration 33Q: 3 clusters Score -1452824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1452824.250000 Penalty: 4832.395020
	Iteration 34Q: 3 clusters Score -1452824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1452826.375000 Penalty: 4832.395020
	Iteration 35Q: 3 clusters Score -1452826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1452826.125000 Penalty: 4832.395020
	Iteration 36Q: 3 clusters Score -1452826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1452825.375000 Penalty: 4832.395020
	Iteration 37Q: 3 clusters Score -1452825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1452827.875000 Penalty: 4832.395020
	Iteration 38Q: 3 clusters Score -1452828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1452828.375000 Penalty: 4832.395020
	Iteration 39Q: 3 clusters Score -1452828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1452829.375000 Penalty: 4832.395020
	Iteration 40F: 3 clusters Score -1452829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1452831.625000 Penalty: 4832.395020
	Iteration 41Q: 3 clusters Score -1452832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1452831.375000 Penalty: 4832.395020
	Iteration 42Q: 3 clusters Score -1452831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1452831.375000 Penalty: 4832.395020
	Iteration 43F: 3 clusters Score -1452831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Entering Unmasked Estep 
Score: -3895262.000000 Penalty: 2650.075928
	Iteration 0F: 2 clusters Score -3895262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3865791.500000 Penalty: 5300.151855
	Iteration 0F: 3 clusters Score -3865792 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3876763.250000 Penalty: 5300.151855
	Iteration 1F: 3 clusters Score -3876763 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3877290.250000 Penalty: 5300.151855
	Iteration 2Q: 3 clusters Score -3877290 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3877790.250000 Penalty: 5300.151855
	Iteration 3Q: 3 clusters Score -3877790 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3878280.750000 Penalty: 5300.151855
	Iteration 4Q: 3 clusters Score -3878281 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3878833.000000 Penalty: 5300.151855
	Iteration 5Q: 3 clusters Score -3878833 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3879486.750000 Penalty: 5300.151855
	Iteration 6Q: 3 clusters Score -3879487 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3880387.500000 Penalty: 5300.151855
	Iteration 7Q: 3 clusters Score -3880388 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3881534.250000 Penalty: 5300.151855
	Iteration 8Q: 3 clusters Score -3881534 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3883169.250000 Penalty: 5300.151855
	Iteration 9F: 3 clusters Score -3883169 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3885316.000000 Penalty: 5300.151855
	Iteration 10F: 3 clusters Score -3885316 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3887707.500000 Penalty: 5300.151855
	Iteration 11F: 3 clusters Score -3887708 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3889406.250000 Penalty: 5300.151855
	Iteration 12Q: 3 clusters Score -3889406 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3890087.500000 Penalty: 5300.151855
	Iteration 13Q: 3 clusters Score -3890088 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3890405.250000 Penalty: 5300.151855
	Iteration 14Q: 3 clusters Score -3890405 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3890582.000000 Penalty: 5300.151855
	Iteration 15Q: 3 clusters Score -3890582 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3890703.500000 Penalty: 5300.151855
	Iteration 16Q: 3 clusters Score -3890704 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3890791.750000 Penalty: 5300.151855
	Iteration 17Q: 3 clusters Score -3890792 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3890844.000000 Penalty: 5300.151855
	Iteration 18Q: 3 clusters Score -3890844 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3890879.750000 Penalty: 5300.151855
	Iteration 19Q: 3 clusters Score -3890880 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3890918.000000 Penalty: 5300.151855
	Iteration 20F: 3 clusters Score -3890918 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3890952.750000 Penalty: 5300.151855
	Iteration 21Q: 3 clusters Score -3890953 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3890956.250000 Penalty: 5300.151855
	Iteration 22Q: 3 clusters Score -3890956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3890978.750000 Penalty: 5300.151855
	Iteration 23Q: 3 clusters Score -3890979 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3890988.750000 Penalty: 5300.151855
	Iteration 24Q: 3 clusters Score -3890989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3891009.500000 Penalty: 5300.151855
	Iteration 25Q: 3 clusters Score -3891010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3891028.000000 Penalty: 5300.151855
	Iteration 26Q: 3 clusters Score -3891028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3891041.000000 Penalty: 5300.151855
	Iteration 27Q: 3 clusters Score -3891041 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3891043.750000 Penalty: 5300.151855
	Iteration 28Q: 3 clusters Score -3891044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3891059.000000 Penalty: 5300.151855
	Iteration 29Q: 3 clusters Score -3891059 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3891064.250000 Penalty: 5300.151855
	Iteration 30Q: 3 clusters Score -3891064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3891059.500000 Penalty: 5300.151855
	Iteration 31Q: 3 clusters Score -3891060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3891081.500000 Penalty: 5300.151855
	Iteration 32Q: 3 clusters Score -3891082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3891089.000000 Penalty: 5300.151855
	Iteration 33Q: 3 clusters Score -3891089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3891097.750000 Penalty: 5300.151855
	Iteration 34Q: 3 clusters Score -3891098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3891116.500000 Penalty: 5300.151855
	Iteration 35Q: 3 clusters Score -3891116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3891127.500000 Penalty: 5300.151855
	Iteration 36Q: 3 clusters Score -3891128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3891137.500000 Penalty: 5300.151855
	Iteration 37Q: 3 clusters Score -3891138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3891146.000000 Penalty: 5300.151855
	Iteration 38Q: 3 clusters Score -3891146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3891157.000000 Penalty: 5300.151855
	Iteration 39Q: 3 clusters Score -3891157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3891175.250000 Penalty: 5300.151855
	Iteration 40F: 3 clusters Score -3891175 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3891194.250000 Penalty: 5300.151855
	Iteration 41Q: 3 clusters Score -3891194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3891188.750000 Penalty: 5300.151855
	Iteration 42Q: 3 clusters Score -3891189 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3891212.250000 Penalty: 5300.151855
	Iteration 43Q: 3 clusters Score -3891212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3891245.750000 Penalty: 5300.151855
	Iteration 44Q: 3 clusters Score -3891246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3891256.000000 Penalty: 5300.151855
	Iteration 45Q: 3 clusters Score -3891256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3891267.250000 Penalty: 5300.151855
	Iteration 46Q: 3 clusters Score -3891267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3891283.750000 Penalty: 5300.151855
	Iteration 47Q: 3 clusters Score -3891284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3891311.250000 Penalty: 5300.151855
	Iteration 48Q: 3 clusters Score -3891311 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3891337.250000 Penalty: 5300.151855
	Iteration 49Q: 3 clusters Score -3891337 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3891360.750000 Penalty: 5300.151855
	Iteration 50Q: 3 clusters Score -3891361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3891389.500000 Penalty: 5300.151855
	Iteration 51Q: 3 clusters Score -3891390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3891406.500000 Penalty: 5300.151855
	Iteration 52Q: 3 clusters Score -3891406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3891441.750000 Penalty: 5300.151855
	Iteration 53Q: 3 clusters Score -3891442 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3891467.250000 Penalty: 5300.151855
	Iteration 54Q: 3 clusters Score -3891467 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3891485.750000 Penalty: 5300.151855
	Iteration 55Q: 3 clusters Score -3891486 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3891507.500000 Penalty: 5300.151855
	Iteration 56Q: 3 clusters Score -3891508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3891532.000000 Penalty: 5300.151855
	Iteration 57Q: 3 clusters Score -3891532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3891546.250000 Penalty: 5300.151855
	Iteration 58Q: 3 clusters Score -3891546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3891577.000000 Penalty: 5300.151855
	Iteration 59Q: 3 clusters Score -3891577 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3891606.500000 Penalty: 5300.151855
	Iteration 60F: 3 clusters Score -3891606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3891621.750000 Penalty: 5300.151855
	Iteration 61Q: 3 clusters Score -3891622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3891645.000000 Penalty: 5300.151855
	Iteration 62Q: 3 clusters Score -3891645 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3891682.500000 Penalty: 5300.151855
	Iteration 63Q: 3 clusters Score -3891682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3891721.500000 Penalty: 5300.151855
	Iteration 64Q: 3 clusters Score -3891722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3891755.000000 Penalty: 5300.151855
	Iteration 65Q: 3 clusters Score -3891755 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3891769.250000 Penalty: 5300.151855
	Iteration 66Q: 3 clusters Score -3891769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3891784.750000 Penalty: 5300.151855
	Iteration 67Q: 3 clusters Score -3891785 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3891806.250000 Penalty: 5300.151855
	Iteration 68Q: 3 clusters Score -3891806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3891843.500000 Penalty: 5300.151855
	Iteration 69Q: 3 clusters Score -3891844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3891848.750000 Penalty: 5300.151855
	Iteration 70Q: 3 clusters Score -3891849 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3891877.000000 Penalty: 5300.151855
	Iteration 71Q: 3 clusters Score -3891877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3891898.000000 Penalty: 5300.151855
	Iteration 72Q: 3 clusters Score -3891898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3891904.000000 Penalty: 5300.151855
	Iteration 73Q: 3 clusters Score -3891904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3891932.000000 Penalty: 5300.151855
	Iteration 74Q: 3 clusters Score -3891932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3891961.250000 Penalty: 5300.151855
	Iteration 75Q: 3 clusters Score -3891961 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3891989.750000 Penalty: 5300.151855
	Iteration 76Q: 3 clusters Score -3891990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3892019.250000 Penalty: 5300.151855
	Iteration 77Q: 3 clusters Score -3892019 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3892037.000000 Penalty: 5300.151855
	Iteration 78Q: 3 clusters Score -3892037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3892057.750000 Penalty: 5300.151855
	Iteration 79Q: 3 clusters Score -3892058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3892094.250000 Penalty: 5300.151855
	Iteration 80F: 3 clusters Score -3892094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3892143.750000 Penalty: 5300.151855
	Iteration 81Q: 3 clusters Score -3892144 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3892172.750000 Penalty: 5300.151855
	Iteration 82Q: 3 clusters Score -3892173 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3892216.750000 Penalty: 5300.151855
	Iteration 83Q: 3 clusters Score -3892217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3892261.000000 Penalty: 5300.151855
	Iteration 84Q: 3 clusters Score -3892261 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3892302.250000 Penalty: 5300.151855
	Iteration 85Q: 3 clusters Score -3892302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3892347.500000 Penalty: 5300.151855
	Iteration 86Q: 3 clusters Score -3892348 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3892385.250000 Penalty: 5300.151855
	Iteration 87Q: 3 clusters Score -3892385 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3892430.750000 Penalty: 5300.151855
	Iteration 88Q: 3 clusters Score -3892431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3892476.000000 Penalty: 5300.151855
	Iteration 89Q: 3 clusters Score -3892476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3892518.500000 Penalty: 5300.151855
	Iteration 90Q: 3 clusters Score -3892518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3892555.750000 Penalty: 5300.151855
	Iteration 91Q: 3 clusters Score -3892556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3892591.000000 Penalty: 5300.151855
	Iteration 92Q: 3 clusters Score -3892591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3892645.000000 Penalty: 5300.151855
	Iteration 93Q: 3 clusters Score -3892645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3892663.000000 Penalty: 5300.151855
	Iteration 94Q: 3 clusters Score -3892663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3892692.250000 Penalty: 5300.151855
	Iteration 95Q: 3 clusters Score -3892692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3892701.500000 Penalty: 5300.151855
	Iteration 96Q: 3 clusters Score -3892702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3892725.250000 Penalty: 5300.151855
	Iteration 97Q: 3 clusters Score -3892725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3892754.000000 Penalty: 5300.151855
	Iteration 98Q: 3 clusters Score -3892754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3892764.000000 Penalty: 5300.151855
	Iteration 99Q: 3 clusters Score -3892764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3892769.500000 Penalty: 5300.151855
	Iteration 100F: 3 clusters Score -3892770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3892785.500000 Penalty: 5300.151855
	Iteration 101Q: 3 clusters Score -3892786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3892795.750000 Penalty: 5300.151855
	Iteration 102Q: 3 clusters Score -3892796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3892790.750000 Penalty: 5300.151855
	Iteration 103Q: 3 clusters Score -3892791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3892797.250000 Penalty: 5300.151855
	Iteration 104Q: 3 clusters Score -3892797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3892801.750000 Penalty: 5300.151855
	Iteration 105Q: 3 clusters Score -3892802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3892808.750000 Penalty: 5300.151855
	Iteration 106Q: 3 clusters Score -3892809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3892809.750000 Penalty: 5300.151855
	Iteration 107Q: 3 clusters Score -3892810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3892820.250000 Penalty: 5300.151855
	Iteration 108Q: 3 clusters Score -3892820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3892827.500000 Penalty: 5300.151855
	Iteration 109Q: 3 clusters Score -3892828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3892832.250000 Penalty: 5300.151855
	Iteration 110Q: 3 clusters Score -3892832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3892834.500000 Penalty: 5300.151855
	Iteration 111Q: 3 clusters Score -3892834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3892837.500000 Penalty: 5300.151855
	Iteration 112Q: 3 clusters Score -3892838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3892841.250000 Penalty: 5300.151855
	Iteration 113Q: 3 clusters Score -3892841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3892849.000000 Penalty: 5300.151855
	Iteration 114Q: 3 clusters Score -3892849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3892856.750000 Penalty: 5300.151855
	Iteration 115Q: 3 clusters Score -3892857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3892868.500000 Penalty: 5300.151855
	Iteration 116Q: 3 clusters Score -3892868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3892874.750000 Penalty: 5300.151855
	Iteration 117Q: 3 clusters Score -3892875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3892877.000000 Penalty: 5300.151855
	Iteration 118Q: 3 clusters Score -3892877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3892880.750000 Penalty: 5300.151855
	Iteration 119Q: 3 clusters Score -3892881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3892881.250000 Penalty: 5300.151855
	Iteration 120F: 3 clusters Score -3892881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3892883.000000 Penalty: 5300.151855
	Iteration 121Q: 3 clusters Score -3892883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3892887.000000 Penalty: 5300.151855
	Iteration 122Q: 3 clusters Score -3892887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3892887.750000 Penalty: 5300.151855
	Iteration 123Q: 3 clusters Score -3892888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3892904.000000 Penalty: 5300.151855
	Iteration 124Q: 3 clusters Score -3892904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3892902.500000 Penalty: 5300.151855
	Iteration 125Q: 3 clusters Score -3892902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3892902.500000 Penalty: 5300.151855
	Iteration 126Q: 3 clusters Score -3892902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3892904.500000 Penalty: 5300.151855
	Iteration 127Q: 3 clusters Score -3892904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3892911.000000 Penalty: 5300.151855
	Iteration 128Q: 3 clusters Score -3892911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3892915.250000 Penalty: 5300.151855
	Iteration 129Q: 3 clusters Score -3892915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3892922.250000 Penalty: 5300.151855
	Iteration 130Q: 3 clusters Score -3892922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3892922.750000 Penalty: 5300.151855
	Iteration 131Q: 3 clusters Score -3892923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3892922.750000 Penalty: 5300.151855
	Iteration 132Q: 3 clusters Score -3892923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3892926.500000 Penalty: 5300.151855
	Iteration 133Q: 3 clusters Score -3892926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3892929.500000 Penalty: 5300.151855
	Iteration 134Q: 3 clusters Score -3892930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3892931.500000 Penalty: 5300.151855
	Iteration 135Q: 3 clusters Score -3892932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3892936.500000 Penalty: 5300.151855
	Iteration 136Q: 3 clusters Score -3892936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3892939.000000 Penalty: 5300.151855
	Iteration 137Q: 3 clusters Score -3892939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3892942.000000 Penalty: 5300.151855
	Iteration 138Q: 3 clusters Score -3892942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3892944.000000 Penalty: 5300.151855
	Iteration 139Q: 3 clusters Score -3892944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3892945.750000 Penalty: 5300.151855
	Iteration 140F: 3 clusters Score -3892946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3892948.000000 Penalty: 5300.151855
	Iteration 141Q: 3 clusters Score -3892948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3892950.500000 Penalty: 5300.151855
	Iteration 142Q: 3 clusters Score -3892950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3892952.250000 Penalty: 5300.151855
	Iteration 143Q: 3 clusters Score -3892952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3892953.750000 Penalty: 5300.151855
	Iteration 144Q: 3 clusters Score -3892954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3892955.500000 Penalty: 5300.151855
	Iteration 145Q: 3 clusters Score -3892956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3892965.000000 Penalty: 5300.151855
	Iteration 146Q: 3 clusters Score -3892965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3892967.500000 Penalty: 5300.151855
	Iteration 147Q: 3 clusters Score -3892968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3892970.000000 Penalty: 5300.151855
	Iteration 148Q: 3 clusters Score -3892970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3892970.000000 Penalty: 5300.151855
	Iteration 149F: 3 clusters Score -3892970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -212222.093750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -212222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -209188.781250 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -209188.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -209768.437500 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -209768.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -209910.890625 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -209910.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -209992.484375 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -209992.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -210038.937500 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -210038.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -210066.078125 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -210066.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -210086.718750 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -210086.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -210104.156250 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -210104.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -210122.140625 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -210122.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -210135.484375 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -210135.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -210148.859375 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -210148.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -210159.812500 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -210159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -210165.406250 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -210165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -210169.453125 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -210169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -210176.562500 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -210176.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -210182.171875 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -210182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -210186.812500 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -210186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -210191.875000 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -210191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -210194.015625 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -210194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -210196.375000 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -210196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -210199.218750 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -210199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -210203.718750 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -210203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -210206.156250 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -210206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -210208.453125 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -210208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -210213.625000 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -210213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -210216.656250 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -210216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -210221.656250 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -210221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -210227.718750 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -210227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -210231.000000 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -210231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -210232.359375 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -210232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210233.265625 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -210233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -210235.312500 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -210235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -210242.750000 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -210242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -210246.734375 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -210246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -210249.390625 Penalty: 3891.908691
	Iteration 34Q: 3 clusters Score -210249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -210249.796875 Penalty: 3891.908691
	Iteration 35Q: 3 clusters Score -210249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -210250.015625 Penalty: 3891.908691
	Iteration 36Q: 3 clusters Score -210250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -210250.640625 Penalty: 3891.908691
	Iteration 37Q: 3 clusters Score -210250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -210254.968750 Penalty: 3891.908691
	Iteration 38Q: 3 clusters Score -210255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210257.984375 Penalty: 3891.908691
	Iteration 39Q: 3 clusters Score -210258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -210260.656250 Penalty: 3891.908691
	Iteration 40F: 3 clusters Score -210260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -210264.437500 Penalty: 3891.908691
	Iteration 41Q: 3 clusters Score -210264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -210268.968750 Penalty: 3891.908691
	Iteration 42Q: 3 clusters Score -210269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -210272.359375 Penalty: 3891.908691
	Iteration 43Q: 3 clusters Score -210272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -210274.218750 Penalty: 3891.908691
	Iteration 44Q: 3 clusters Score -210274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210277.593750 Penalty: 3891.908691
	Iteration 45Q: 3 clusters Score -210277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210280.671875 Penalty: 3891.908691
	Iteration 46Q: 3 clusters Score -210280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210280.671875 Penalty: 3891.908691
	Iteration 47F: 3 clusters Score -210280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -548423.625000 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -548423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -542968.375000 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -542968.4 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -544378.937500 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -544378.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -544660.000000 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -544660 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -544868.250000 Penalty: 4359.142090
	Iteration 3F: 3 clusters Score -544868.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -545016.500000 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -545016.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -545117.000000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -545117 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -545218.000000 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -545218 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -545307.375000 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -545307.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -545382.562500 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -545382.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -545454.312500 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -545454.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -545522.375000 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -545522.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -545590.625000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -545590.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -545654.875000 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -545654.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -545706.000000 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -545706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -545742.625000 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -545742.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -545778.375000 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -545778.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -545815.500000 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -545815.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -545857.500000 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -545857.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -545907.625000 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -545907.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -545956.812500 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -545956.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -546008.812500 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -546008.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -546053.250000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -546053.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -546087.312500 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -546087.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -546111.500000 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -546111.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -546133.625000 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -546133.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -546154.437500 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -546154.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -546173.125000 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -546173.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -546184.937500 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -546184.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -546195.562500 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -546195.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -546204.812500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -546204.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -546215.500000 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -546215.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -546221.000000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -546221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -546229.375000 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -546229.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -546236.437500 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -546236.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -546242.312500 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -546242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -546243.750000 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -546243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -546247.375000 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -546247.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -546251.750000 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -546251.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -546258.375000 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -546258.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -546264.625000 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -546264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -546269.375000 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -546269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -546274.375000 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -546274.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -546276.437500 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -546276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -546281.187500 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -546281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -546284.687500 Penalty: 4359.142090
	Iteration 44Q: 3 clusters Score -546284.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -546287.375000 Penalty: 4359.142090
	Iteration 45Q: 3 clusters Score -546287.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -546292.125000 Penalty: 4359.142090
	Iteration 46Q: 3 clusters Score -546292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -546298.000000 Penalty: 4359.142090
	Iteration 47Q: 3 clusters Score -546298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -546302.375000 Penalty: 4359.142090
	Iteration 48Q: 3 clusters Score -546302.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -546309.000000 Penalty: 4359.142090
	Iteration 49Q: 3 clusters Score -546309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -546314.687500 Penalty: 4359.142090
	Iteration 50Q: 3 clusters Score -546314.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -546323.375000 Penalty: 4359.142090
	Iteration 51Q: 3 clusters Score -546323.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -546330.312500 Penalty: 4359.142090
	Iteration 52Q: 3 clusters Score -546330.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -546335.875000 Penalty: 4359.142090
	Iteration 53Q: 3 clusters Score -546335.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -546343.187500 Penalty: 4359.142090
	Iteration 54Q: 3 clusters Score -546343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -546347.937500 Penalty: 4359.142090
	Iteration 55Q: 3 clusters Score -546347.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -546351.000000 Penalty: 4359.142090
	Iteration 56Q: 3 clusters Score -546351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -546353.500000 Penalty: 4359.142090
	Iteration 57Q: 3 clusters Score -546353.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -546359.250000 Penalty: 4359.142090
	Iteration 58Q: 3 clusters Score -546359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -546363.750000 Penalty: 4359.142090
	Iteration 59Q: 3 clusters Score -546363.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -546369.812500 Penalty: 4359.142090
	Iteration 60F: 3 clusters Score -546369.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -546377.375000 Penalty: 4359.142090
	Iteration 61Q: 3 clusters Score -546377.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -546387.375000 Penalty: 4359.142090
	Iteration 62Q: 3 clusters Score -546387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -546395.875000 Penalty: 4359.142090
	Iteration 63Q: 3 clusters Score -546395.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -546403.562500 Penalty: 4359.142090
	Iteration 64Q: 3 clusters Score -546403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -546409.312500 Penalty: 4359.142090
	Iteration 65Q: 3 clusters Score -546409.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -546417.000000 Penalty: 4359.142090
	Iteration 66Q: 3 clusters Score -546417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -546424.500000 Penalty: 4359.142090
	Iteration 67Q: 3 clusters Score -546424.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -546432.562500 Penalty: 4359.142090
	Iteration 68Q: 3 clusters Score -546432.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -546439.625000 Penalty: 4359.142090
	Iteration 69Q: 3 clusters Score -546439.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -546446.375000 Penalty: 4359.142090
	Iteration 70Q: 3 clusters Score -546446.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -546452.500000 Penalty: 4359.142090
	Iteration 71Q: 3 clusters Score -546452.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -546460.125000 Penalty: 4359.142090
	Iteration 72Q: 3 clusters Score -546460.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -546468.875000 Penalty: 4359.142090
	Iteration 73Q: 3 clusters Score -546468.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -546476.250000 Penalty: 4359.142090
	Iteration 74Q: 3 clusters Score -546476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -546484.500000 Penalty: 4359.142090
	Iteration 75Q: 3 clusters Score -546484.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -546492.937500 Penalty: 4359.142090
	Iteration 76Q: 3 clusters Score -546492.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -546498.437500 Penalty: 4359.142090
	Iteration 77Q: 3 clusters Score -546498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -546501.312500 Penalty: 4359.142090
	Iteration 78Q: 3 clusters Score -546501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -546502.000000 Penalty: 4359.142090
	Iteration 79Q: 3 clusters Score -546502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -546502.937500 Penalty: 4359.142090
	Iteration 80F: 3 clusters Score -546502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -546503.687500 Penalty: 4359.142090
	Iteration 81Q: 3 clusters Score -546503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -546503.687500 Penalty: 4359.142090
	Iteration 82F: 3 clusters Score -546503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (153292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Entering Unmasked Estep 
Score: -13774147.000000 Penalty: 2961.144775
	Iteration 0F: 2 clusters Score -1.377415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -13671252.000000 Penalty: 5922.289551
	Iteration 0F: 3 clusters Score -1.367125e+07 nChanged 73188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -13713487.000000 Penalty: 5922.289551
	Iteration 1F: 3 clusters Score -1.371349e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -13714273.000000 Penalty: 5922.289551
	Iteration 2Q: 3 clusters Score -1.371427e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -13715011.000000 Penalty: 5922.289551
	Iteration 3Q: 3 clusters Score -1.371501e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -13715957.000000 Penalty: 5922.289551
	Iteration 4Q: 3 clusters Score -1.371596e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -13717215.000000 Penalty: 5922.289551
	Iteration 5Q: 3 clusters Score -1.371722e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -13718721.000000 Penalty: 5922.289551
	Iteration 6Q: 3 clusters Score -1.371872e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -13720526.000000 Penalty: 5922.289551
	Iteration 7Q: 3 clusters Score -1.372053e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -13722715.000000 Penalty: 5922.289551
	Iteration 8Q: 3 clusters Score -1.372272e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -13725479.000000 Penalty: 5922.289551
	Iteration 9Q: 3 clusters Score -1.372548e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -13729185.000000 Penalty: 5922.289551
	Iteration 10Q: 3 clusters Score -1.372918e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -13733998.000000 Penalty: 5922.289551
	Iteration 11F: 3 clusters Score -1.3734e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -13739627.000000 Penalty: 5922.289551
	Iteration 12F: 3 clusters Score -1.373963e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -13744511.000000 Penalty: 5922.289551
	Iteration 13F: 3 clusters Score -1.374451e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -13747450.000000 Penalty: 5922.289551
	Iteration 14Q: 3 clusters Score -1.374745e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -13748849.000000 Penalty: 5922.289551
	Iteration 15Q: 3 clusters Score -1.374885e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -13749574.000000 Penalty: 5922.289551
	Iteration 16Q: 3 clusters Score -1.374957e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -13750176.000000 Penalty: 5922.289551
	Iteration 17Q: 3 clusters Score -1.375018e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -13750741.000000 Penalty: 5922.289551
	Iteration 18Q: 3 clusters Score -1.375074e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -13751326.000000 Penalty: 5922.289551
	Iteration 19Q: 3 clusters Score -1.375133e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -13751926.000000 Penalty: 5922.289551
	Iteration 20F: 3 clusters Score -1.375193e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -13752558.000000 Penalty: 5922.289551
	Iteration 21Q: 3 clusters Score -1.375256e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -13753197.000000 Penalty: 5922.289551
	Iteration 22Q: 3 clusters Score -1.37532e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -13753882.000000 Penalty: 5922.289551
	Iteration 23Q: 3 clusters Score -1.375388e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112439 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -13754512.000000 Penalty: 5922.289551
	Iteration 24Q: 3 clusters Score -1.375451e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -13755172.000000 Penalty: 5922.289551
	Iteration 25Q: 3 clusters Score -1.375517e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -13755949.000000 Penalty: 5922.289551
	Iteration 26Q: 3 clusters Score -1.375595e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119527 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -13756701.000000 Penalty: 5922.289551
	Iteration 27Q: 3 clusters Score -1.37567e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121930 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -13757532.000000 Penalty: 5922.289551
	Iteration 28Q: 3 clusters Score -1.375753e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -13758417.000000 Penalty: 5922.289551
	Iteration 29Q: 3 clusters Score -1.375842e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126842 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -13759259.000000 Penalty: 5922.289551
	Iteration 30Q: 3 clusters Score -1.375926e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129325 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -13760310.000000 Penalty: 5922.289551
	Iteration 31Q: 3 clusters Score -1.376031e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -13761334.000000 Penalty: 5922.289551
	Iteration 32Q: 3 clusters Score -1.376133e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -13762419.000000 Penalty: 5922.289551
	Iteration 33Q: 3 clusters Score -1.376242e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -13763506.000000 Penalty: 5922.289551
	Iteration 34Q: 3 clusters Score -1.376351e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -13764549.000000 Penalty: 5922.289551
	Iteration 35Q: 3 clusters Score -1.376455e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -13765542.000000 Penalty: 5922.289551
	Iteration 36Q: 3 clusters Score -1.376554e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -13766531.000000 Penalty: 5922.289551
	Iteration 37Q: 3 clusters Score -1.376653e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144520 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -13767473.000000 Penalty: 5922.289551
	Iteration 38Q: 3 clusters Score -1.376747e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145964 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -13768296.000000 Penalty: 5922.289551
	Iteration 39Q: 3 clusters Score -1.37683e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -13769018.000000 Penalty: 5922.289551
	Iteration 40F: 3 clusters Score -1.376902e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -13769694.000000 Penalty: 5922.289551
	Iteration 41Q: 3 clusters Score -1.376969e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -13770207.000000 Penalty: 5922.289551
	Iteration 42Q: 3 clusters Score -1.377021e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149599 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -13770566.000000 Penalty: 5922.289551
	Iteration 43Q: 3 clusters Score -1.377057e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -13770868.000000 Penalty: 5922.289551
	Iteration 44Q: 3 clusters Score -1.377087e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -13771129.000000 Penalty: 5922.289551
	Iteration 45Q: 3 clusters Score -1.377113e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -13771271.000000 Penalty: 5922.289551
	Iteration 46Q: 3 clusters Score -1.377127e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13771365.000000 Penalty: 5922.289551
	Iteration 47Q: 3 clusters Score -1.377136e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -13771436.000000 Penalty: 5922.289551
	Iteration 48Q: 3 clusters Score -1.377144e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13771480.000000 Penalty: 5922.289551
	Iteration 49Q: 3 clusters Score -1.377148e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13771515.000000 Penalty: 5922.289551
	Iteration 50Q: 3 clusters Score -1.377152e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151348 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13771549.000000 Penalty: 5922.289551
	Iteration 51Q: 3 clusters Score -1.377155e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -13771599.000000 Penalty: 5922.289551
	Iteration 52Q: 3 clusters Score -1.37716e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13771617.000000 Penalty: 5922.289551
	Iteration 53Q: 3 clusters Score -1.377162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13771636.000000 Penalty: 5922.289551
	Iteration 54Q: 3 clusters Score -1.377164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13771654.000000 Penalty: 5922.289551
	Iteration 55Q: 3 clusters Score -1.377165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13771648.000000 Penalty: 5922.289551
	Iteration 56Q: 3 clusters Score -1.377165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13771651.000000 Penalty: 5922.289551
	Iteration 57Q: 3 clusters Score -1.377165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -13771665.000000 Penalty: 5922.289551
	Iteration 58Q: 3 clusters Score -1.377166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13771672.000000 Penalty: 5922.289551
	Iteration 59Q: 3 clusters Score -1.377167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151649 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -13771686.000000 Penalty: 5922.289551
	Iteration 60F: 3 clusters Score -1.377169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13771653.000000 Penalty: 5922.289551
	Iteration 61Q: 3 clusters Score -1.377165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13771674.000000 Penalty: 5922.289551
	Iteration 62Q: 3 clusters Score -1.377167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13771665.000000 Penalty: 5922.289551
	Iteration 63Q: 3 clusters Score -1.377166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13771674.000000 Penalty: 5922.289551
	Iteration 64Q: 3 clusters Score -1.377167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13771682.000000 Penalty: 5922.289551
	Iteration 65Q: 3 clusters Score -1.377168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13771674.000000 Penalty: 5922.289551
	Iteration 66Q: 3 clusters Score -1.377167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151722 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13771679.000000 Penalty: 5922.289551
	Iteration 67Q: 3 clusters Score -1.377168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151730 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -13771674.000000 Penalty: 5922.289551
	Iteration 68Q: 3 clusters Score -1.377167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13771681.000000 Penalty: 5922.289551
	Iteration 69Q: 3 clusters Score -1.377168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13771693.000000 Penalty: 5922.289551
	Iteration 70Q: 3 clusters Score -1.377169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13771685.000000 Penalty: 5922.289551
	Iteration 71Q: 3 clusters Score -1.377168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13771691.000000 Penalty: 5922.289551
	Iteration 72Q: 3 clusters Score -1.377169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13771688.000000 Penalty: 5922.289551
	Iteration 73Q: 3 clusters Score -1.377169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13771703.000000 Penalty: 5922.289551
	Iteration 74Q: 3 clusters Score -1.37717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13771702.000000 Penalty: 5922.289551
	Iteration 75Q: 3 clusters Score -1.37717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151758 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13771699.000000 Penalty: 5922.289551
	Iteration 76Q: 3 clusters Score -1.37717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13771690.000000 Penalty: 5922.289551
	Iteration 77Q: 3 clusters Score -1.377169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13771694.000000 Penalty: 5922.289551
	Iteration 78Q: 3 clusters Score -1.377169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13771688.000000 Penalty: 5922.289551
	Iteration 79Q: 3 clusters Score -1.377169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13771691.000000 Penalty: 5922.289551
	Iteration 80F: 3 clusters Score -1.377169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151770 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13771694.000000 Penalty: 5922.289551
	Iteration 81Q: 3 clusters Score -1.377169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13771690.000000 Penalty: 5922.289551
	Iteration 82Q: 3 clusters Score -1.377169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13771690.000000 Penalty: 5922.289551
	Iteration 83F: 3 clusters Score -1.377169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 67034 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18669 members 
Mstep: Class 11 contains 432416 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38252 members 
Mstep: Class 18 contains 133692 members 
Mstep: Class 19 contains 21811 members 
Mstep: Class 20 contains 208034 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92336 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 200908 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24379 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20803 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43730 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 153292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493376.000000 Penalty: 128110.953125
Iteration 319Q: 37 clusters Score -1.464934e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15638 members 
Mstep: Class 5 contains 67034 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18669 members 
Mstep: Class 11 contains 432459 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38249 members 
Mstep: Class 18 contains 133692 members 
Mstep: Class 19 contains 21823 members 
Mstep: Class 20 contains 208032 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 92288 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 200912 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24378 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20800 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43733 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493328.000000 Penalty: 128110.953125
Iteration 320F: 37 clusters Score -1.464933e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 26809 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15636 members 
Mstep: Class 5 contains 67035 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 432494 members 
Mstep: Class 12 contains 26081 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 133696 members 
Mstep: Class 19 contains 21829 members 
Mstep: Class 20 contains 208028 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 92247 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 200915 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24379 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20800 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43734 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 321Q: 37 clusters Score -1.464933e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15635 members 
Mstep: Class 5 contains 67037 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18671 members 
Mstep: Class 11 contains 432535 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 133697 members 
Mstep: Class 19 contains 21836 members 
Mstep: Class 20 contains 208027 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 92194 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 200919 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24379 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20801 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43736 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493232.000000 Penalty: 128110.953125
Iteration 322Q: 37 clusters Score -1.464932e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 432577 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 133697 members 
Mstep: Class 19 contains 21843 members 
Mstep: Class 20 contains 208030 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 92149 members 
Mstep: Class 23 contains 14187 members 
Mstep: Class 24 contains 200921 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24379 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20800 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43738 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493200.000000 Penalty: 128110.953125
Iteration 323Q: 37 clusters Score -1.464932e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18669 members 
Mstep: Class 11 contains 432623 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38246 members 
Mstep: Class 18 contains 133698 members 
Mstep: Class 19 contains 21849 members 
Mstep: Class 20 contains 208025 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 92104 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200923 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24379 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20800 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11655 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43740 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493248.000000 Penalty: 128110.953125
Iteration 324Q: 37 clusters Score -1.464932e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 432698 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38245 members 
Mstep: Class 18 contains 133700 members 
Mstep: Class 19 contains 21861 members 
Mstep: Class 20 contains 208024 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 92031 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200924 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24379 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20796 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43741 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493264.000000 Penalty: 128110.953125
Iteration 325Q: 37 clusters Score -1.464933e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 432756 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 133703 members 
Mstep: Class 19 contains 21873 members 
Mstep: Class 20 contains 208022 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 91974 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200922 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24378 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20793 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11653 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43744 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493136.000000 Penalty: 128110.953125
Iteration 326Q: 37 clusters Score -1.464931e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 432818 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 133704 members 
Mstep: Class 19 contains 21883 members 
Mstep: Class 20 contains 208028 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 91906 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200929 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24377 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20788 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43744 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493184.000000 Penalty: 128110.953125
Iteration 327Q: 37 clusters Score -1.464932e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15630 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 432878 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38246 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 208030 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 91843 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 200931 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20786 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43745 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493248.000000 Penalty: 128110.953125
Iteration 328Q: 37 clusters Score -1.464932e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16172 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 11 contains 432916 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 133707 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 208030 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 91802 members 
Mstep: Class 23 contains 14185 members 
Mstep: Class 24 contains 200933 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20784 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43747 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493168.000000 Penalty: 128110.953125
Iteration 329Q: 37 clusters Score -1.464932e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 432954 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 133708 members 
Mstep: Class 19 contains 21907 members 
Mstep: Class 20 contains 208031 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 91759 members 
Mstep: Class 23 contains 14185 members 
Mstep: Class 24 contains 200934 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20784 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43750 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6560 members 
Mstep: Class 36 contains 153219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493152.000000 Penalty: 128110.953125
Iteration 330Q: 37 clusters Score -1.464932e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15625 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 432987 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 133708 members 
Mstep: Class 19 contains 21914 members 
Mstep: Class 20 contains 208033 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 91722 members 
Mstep: Class 23 contains 14184 members 
Mstep: Class 24 contains 200935 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20784 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43753 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6561 members 
Mstep: Class 36 contains 153213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493184.000000 Penalty: 128110.953125
Iteration 331Q: 37 clusters Score -1.464932e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15623 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 433011 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21921 members 
Mstep: Class 20 contains 208036 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91689 members 
Mstep: Class 23 contains 14185 members 
Mstep: Class 24 contains 200939 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20783 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43755 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6561 members 
Mstep: Class 36 contains 153211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493264.000000 Penalty: 128110.953125
Iteration 332Q: 37 clusters Score -1.464933e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15622 members 
Mstep: Class 5 contains 67037 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 433050 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38247 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21927 members 
Mstep: Class 20 contains 208042 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91643 members 
Mstep: Class 23 contains 14185 members 
Mstep: Class 24 contains 200941 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20781 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43758 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6561 members 
Mstep: Class 36 contains 153207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 333Q: 37 clusters Score -1.464933e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15621 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 433096 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21930 members 
Mstep: Class 20 contains 208041 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91593 members 
Mstep: Class 23 contains 14184 members 
Mstep: Class 24 contains 200942 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20780 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43758 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6562 members 
Mstep: Class 36 contains 153206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493168.000000 Penalty: 128110.953125
Iteration 334Q: 37 clusters Score -1.464932e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15619 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433140 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38244 members 
Mstep: Class 18 contains 133712 members 
Mstep: Class 19 contains 21934 members 
Mstep: Class 20 contains 208045 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91548 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200943 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20778 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43758 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6563 members 
Mstep: Class 36 contains 153206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 335Q: 37 clusters Score -1.464933e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15617 members 
Mstep: Class 5 contains 67031 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433185 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38243 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 208049 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91507 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200938 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24374 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20777 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17030 members 
Mstep: Class 33 contains 43761 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6564 members 
Mstep: Class 36 contains 153204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493184.000000 Penalty: 128110.953125
Iteration 336Q: 37 clusters Score -1.464932e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15614 members 
Mstep: Class 5 contains 67032 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 433228 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38242 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 208049 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91465 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200936 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24374 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20772 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 43764 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6565 members 
Mstep: Class 36 contains 153205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493200.000000 Penalty: 128110.953125
Iteration 337Q: 37 clusters Score -1.464932e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433278 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38239 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21943 members 
Mstep: Class 20 contains 208047 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91417 members 
Mstep: Class 23 contains 14184 members 
Mstep: Class 24 contains 200937 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24372 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43764 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493280.000000 Penalty: 128110.953125
Iteration 338Q: 37 clusters Score -1.464933e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433327 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38239 members 
Mstep: Class 18 contains 133712 members 
Mstep: Class 19 contains 21947 members 
Mstep: Class 20 contains 208049 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91361 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200935 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24373 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43765 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493152.000000 Penalty: 128110.953125
Iteration 339Q: 37 clusters Score -1.464932e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18658 members 
Mstep: Class 11 contains 433370 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38235 members 
Mstep: Class 18 contains 133715 members 
Mstep: Class 19 contains 21949 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91316 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200935 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24373 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20770 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43768 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493152.000000 Penalty: 128110.953125
Iteration 340F: 37 clusters Score -1.464932e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 433414 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22719 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38233 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 208053 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91266 members 
Mstep: Class 23 contains 14183 members 
Mstep: Class 24 contains 200938 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24374 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20769 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43771 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492976.000000 Penalty: 128110.953125
Iteration 341Q: 37 clusters Score -1.46493e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433454 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38233 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21954 members 
Mstep: Class 20 contains 208054 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91218 members 
Mstep: Class 23 contains 14182 members 
Mstep: Class 24 contains 200938 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43772 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492960.000000 Penalty: 128110.953125
Iteration 342Q: 37 clusters Score -1.46493e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67041 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 433480 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38233 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21959 members 
Mstep: Class 20 contains 208053 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91189 members 
Mstep: Class 23 contains 14180 members 
Mstep: Class 24 contains 200939 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43775 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492848.000000 Penalty: 128110.953125
Iteration 343Q: 37 clusters Score -1.464928e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 433509 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38233 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 208054 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91160 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200941 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43778 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492816.000000 Penalty: 128110.953125
Iteration 344Q: 37 clusters Score -1.464928e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15615 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18658 members 
Mstep: Class 11 contains 433529 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 21964 members 
Mstep: Class 20 contains 208057 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91131 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200942 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20772 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43779 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492768.000000 Penalty: 128110.953125
Iteration 345Q: 37 clusters Score -1.464928e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15614 members 
Mstep: Class 5 contains 67044 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 433554 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 21965 members 
Mstep: Class 20 contains 208056 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91100 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200943 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20771 members 
Mstep: Class 30 contains 11284 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43782 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492816.000000 Penalty: 128110.953125
Iteration 346Q: 37 clusters Score -1.464928e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 67044 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433583 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38232 members 
Mstep: Class 18 contains 133715 members 
Mstep: Class 19 contains 21967 members 
Mstep: Class 20 contains 208056 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91065 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200945 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24375 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20769 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43783 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492880.000000 Penalty: 128110.953125
Iteration 347Q: 37 clusters Score -1.464929e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 67044 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 433621 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38230 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21967 members 
Mstep: Class 20 contains 208057 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 91024 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200950 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20768 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43784 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492928.000000 Penalty: 128110.953125
Iteration 348Q: 37 clusters Score -1.464929e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 433656 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38229 members 
Mstep: Class 18 contains 133715 members 
Mstep: Class 19 contains 21967 members 
Mstep: Class 20 contains 208060 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90985 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200954 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20767 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43784 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492912.000000 Penalty: 128110.953125
Iteration 349Q: 37 clusters Score -1.464929e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 433694 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38229 members 
Mstep: Class 18 contains 133715 members 
Mstep: Class 19 contains 21966 members 
Mstep: Class 20 contains 208061 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90948 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200956 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20767 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43784 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492976.000000 Penalty: 128110.953125
Iteration 350Q: 37 clusters Score -1.46493e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 11 contains 433728 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38226 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21966 members 
Mstep: Class 20 contains 208061 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90913 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200959 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20764 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43785 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492912.000000 Penalty: 128110.953125
Iteration 351Q: 37 clusters Score -1.464929e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 11 contains 433756 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38227 members 
Mstep: Class 18 contains 133715 members 
Mstep: Class 19 contains 21966 members 
Mstep: Class 20 contains 208061 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200960 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20764 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43785 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492896.000000 Penalty: 128110.953125
Iteration 352Q: 37 clusters Score -1.464929e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 67041 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 433781 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38224 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21966 members 
Mstep: Class 20 contains 208061 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90850 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200960 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20765 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43788 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6565 members 
Mstep: Class 36 contains 153192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492944.000000 Penalty: 128110.953125
Iteration 353Q: 37 clusters Score -1.464929e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 433799 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38221 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 21966 members 
Mstep: Class 20 contains 208065 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90829 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200958 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20764 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43792 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6565 members 
Mstep: Class 36 contains 153193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492976.000000 Penalty: 128110.953125
Iteration 354Q: 37 clusters Score -1.46493e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 433814 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38218 members 
Mstep: Class 18 contains 133714 members 
Mstep: Class 19 contains 21967 members 
Mstep: Class 20 contains 208069 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90814 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200956 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20763 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43793 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6565 members 
Mstep: Class 36 contains 153194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493008.000000 Penalty: 128110.953125
Iteration 355Q: 37 clusters Score -1.46493e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25078 members 
Mstep: Class 4 contains 15609 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 433828 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 21968 members 
Mstep: Class 20 contains 208069 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90796 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200957 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20762 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43797 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492960.000000 Penalty: 128110.953125
Iteration 356Q: 37 clusters Score -1.46493e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25076 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 67041 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 433838 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133712 members 
Mstep: Class 19 contains 21969 members 
Mstep: Class 20 contains 208073 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90782 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200958 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20762 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43799 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 357Q: 37 clusters Score -1.46493e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25075 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67041 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 433850 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133712 members 
Mstep: Class 19 contains 21969 members 
Mstep: Class 20 contains 208078 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90772 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200955 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20761 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43801 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 358Q: 37 clusters Score -1.46493e+08 nChanged 13
Entering ConstructFrom: 
Score: -146493040.000000 Penalty: 128110.953125
Entering ConstructFrom: 
Trying to split cluster 1 (22242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Entering Unmasked Estep 
Score: -1918758.375000 Penalty: 2482.415039
	Iteration 0F: 2 clusters Score -1918758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1903320.625000 Penalty: 4964.830078
	Iteration 0F: 3 clusters Score -1903321 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1908721.750000 Penalty: 4964.830078
	Iteration 1F: 3 clusters Score -1908722 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1909162.750000 Penalty: 4964.830078
	Iteration 2F: 3 clusters Score -1909163 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1909530.750000 Penalty: 4964.830078
	Iteration 3Q: 3 clusters Score -1909531 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1909826.250000 Penalty: 4964.830078
	Iteration 4Q: 3 clusters Score -1909826 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1910101.750000 Penalty: 4964.830078
	Iteration 5Q: 3 clusters Score -1910102 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1910367.375000 Penalty: 4964.830078
	Iteration 6Q: 3 clusters Score -1910367 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1910680.375000 Penalty: 4964.830078
	Iteration 7Q: 3 clusters Score -1910680 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1911031.000000 Penalty: 4964.830078
	Iteration 8Q: 3 clusters Score -1911031 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1911360.375000 Penalty: 4964.830078
	Iteration 9Q: 3 clusters Score -1911360 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1911648.375000 Penalty: 4964.830078
	Iteration 10Q: 3 clusters Score -1911648 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1911897.875000 Penalty: 4964.830078
	Iteration 11Q: 3 clusters Score -1911898 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1912156.750000 Penalty: 4964.830078
	Iteration 12Q: 3 clusters Score -1912157 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1912423.500000 Penalty: 4964.830078
	Iteration 13Q: 3 clusters Score -1912424 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1912705.000000 Penalty: 4964.830078
	Iteration 14Q: 3 clusters Score -1912705 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1913002.250000 Penalty: 4964.830078
	Iteration 15Q: 3 clusters Score -1913002 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1913315.500000 Penalty: 4964.830078
	Iteration 16Q: 3 clusters Score -1913316 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1913590.500000 Penalty: 4964.830078
	Iteration 17Q: 3 clusters Score -1913590 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1913807.000000 Penalty: 4964.830078
	Iteration 18Q: 3 clusters Score -1913807 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1913970.125000 Penalty: 4964.830078
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Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11135 members 
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Mstep: Class 1 contains 11241 members 
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Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10612 members 
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Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10391 members 
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Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 10158 members 
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Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 9917 members 
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Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 9689 members 
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Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 9450 members 
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Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 9215 members 
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Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 8971 members 
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Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 8752 members 
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Mstep: Class 2 contains 8558 members 
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Mstep: Class 2 contains 8364 members 
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Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 8169 members 
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Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7982 members 
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Mstep: Class 2 contains 7793 members 
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Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7602 members 
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Mstep: Class 2 contains 7382 members 
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Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 7156 members 
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Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6912 members 
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Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 6701 members 
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Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 6477 members 
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Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 6251 members 
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Mstep: Class 2 contains 5805 members 
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Mstep: Class 1 contains 16662 members 
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Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4894 members 
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Mstep: Class 1 contains 17524 members 
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Mstep: Class 1 contains 19182 members 
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Mstep: Class 1 contains 19456 members 
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Mstep: Class 1 contains 19602 members 
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Mstep: Class 1 contains 19655 members 
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Mstep: Class 1 contains 19870 members 
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Mstep: Class 1 contains 20062 members 
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Mstep: Class 1 contains 20088 members 
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Mstep: Class 1 contains 20119 members 
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Mstep: Class 1 contains 20160 members 
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Mstep: Class 1 contains 20180 members 
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Mstep: Class 1 contains 20222 members 
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Mstep: Class 1 contains 20312 members 
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Mstep: Class 1 contains 20370 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20540 members 
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Entering Unmasked Estep 
Score: -1916778.250000 Penalty: 4964.830078
	Iteration 112Q: 3 clusters Score -1916778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1916778.375000 Penalty: 4964.830078
	Iteration 113Q: 3 clusters Score -1916778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1916775.250000 Penalty: 4964.830078
	Iteration 114Q: 3 clusters Score -1916775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1916772.375000 Penalty: 4964.830078
	Iteration 115Q: 3 clusters Score -1916772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1916775.125000 Penalty: 4964.830078
	Iteration 116Q: 3 clusters Score -1916775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1916776.000000 Penalty: 4964.830078
	Iteration 117Q: 3 clusters Score -1916776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1916776.250000 Penalty: 4964.830078
	Iteration 118Q: 3 clusters Score -1916776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1916776.250000 Penalty: 4964.830078
	Iteration 119Q: 3 clusters Score -1916776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1916776.375000 Penalty: 4964.830078
	Iteration 120F: 3 clusters Score -1916776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1916779.250000 Penalty: 4964.830078
	Iteration 121Q: 3 clusters Score -1916779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1916780.625000 Penalty: 4964.830078
	Iteration 122Q: 3 clusters Score -1916781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1916779.750000 Penalty: 4964.830078
	Iteration 123Q: 3 clusters Score -1916780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1916778.625000 Penalty: 4964.830078
	Iteration 124Q: 3 clusters Score -1916779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1916781.625000 Penalty: 4964.830078
	Iteration 125Q: 3 clusters Score -1916782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1916784.250000 Penalty: 4964.830078
	Iteration 126Q: 3 clusters Score -1916784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1916785.625000 Penalty: 4964.830078
	Iteration 127Q: 3 clusters Score -1916786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1916783.125000 Penalty: 4964.830078
	Iteration 128Q: 3 clusters Score -1916783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1916786.625000 Penalty: 4964.830078
	Iteration 129Q: 3 clusters Score -1916787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1916786.625000 Penalty: 4964.830078
	Iteration 130F: 3 clusters Score -1916787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Entering Unmasked Estep 
Score: -2421264.000000 Penalty: 2528.711914
	Iteration 0F: 2 clusters Score -2421264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2402740.250000 Penalty: 5057.423828
	Iteration 0F: 3 clusters Score -2402740 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2409295.000000 Penalty: 5057.423828
	Iteration 1F: 3 clusters Score -2409295 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2409903.000000 Penalty: 5057.423828
	Iteration 2F: 3 clusters Score -2409903 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2410564.750000 Penalty: 5057.423828
	Iteration 3Q: 3 clusters Score -2410565 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2411248.000000 Penalty: 5057.423828
	Iteration 4Q: 3 clusters Score -2411248 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2411932.750000 Penalty: 5057.423828
	Iteration 5Q: 3 clusters Score -2411933 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2412721.500000 Penalty: 5057.423828
	Iteration 6F: 3 clusters Score -2412722 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2413648.000000 Penalty: 5057.423828
	Iteration 7F: 3 clusters Score -2413648 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2414703.500000 Penalty: 5057.423828
	Iteration 8F: 3 clusters Score -2414704 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2415941.250000 Penalty: 5057.423828
	Iteration 9F: 3 clusters Score -2415941 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2416994.250000 Penalty: 5057.423828
	Iteration 10Q: 3 clusters Score -2416994 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2417743.750000 Penalty: 5057.423828
	Iteration 11Q: 3 clusters Score -2417744 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2418264.750000 Penalty: 5057.423828
	Iteration 12Q: 3 clusters Score -2418265 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2418556.250000 Penalty: 5057.423828
	Iteration 13Q: 3 clusters Score -2418556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2418742.000000 Penalty: 5057.423828
	Iteration 14Q: 3 clusters Score -2418742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2418885.000000 Penalty: 5057.423828
	Iteration 15Q: 3 clusters Score -2418885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2418958.000000 Penalty: 5057.423828
	Iteration 16Q: 3 clusters Score -2418958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2418994.000000 Penalty: 5057.423828
	Iteration 17Q: 3 clusters Score -2418994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2419023.250000 Penalty: 5057.423828
	Iteration 18Q: 3 clusters Score -2419023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2419037.750000 Penalty: 5057.423828
	Iteration 19Q: 3 clusters Score -2419038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2419048.250000 Penalty: 5057.423828
	Iteration 20F: 3 clusters Score -2419048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2419051.500000 Penalty: 5057.423828
	Iteration 21Q: 3 clusters Score -2419052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2419067.750000 Penalty: 5057.423828
	Iteration 22Q: 3 clusters Score -2419068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2419075.250000 Penalty: 5057.423828
	Iteration 23Q: 3 clusters Score -2419075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2419077.000000 Penalty: 5057.423828
	Iteration 24Q: 3 clusters Score -2419077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2419082.500000 Penalty: 5057.423828
	Iteration 25Q: 3 clusters Score -2419082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2419083.750000 Penalty: 5057.423828
	Iteration 26Q: 3 clusters Score -2419084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2419090.750000 Penalty: 5057.423828
	Iteration 27Q: 3 clusters Score -2419091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2419094.750000 Penalty: 5057.423828
	Iteration 28Q: 3 clusters Score -2419095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2419101.250000 Penalty: 5057.423828
	Iteration 29Q: 3 clusters Score -2419101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2419098.750000 Penalty: 5057.423828
	Iteration 30Q: 3 clusters Score -2419099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2419100.250000 Penalty: 5057.423828
	Iteration 31Q: 3 clusters Score -2419100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2419103.000000 Penalty: 5057.423828
	Iteration 32Q: 3 clusters Score -2419103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2419103.000000 Penalty: 5057.423828
	Iteration 33F: 3 clusters Score -2419103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Entering Unmasked Estep 
Score: -2146656.000000 Penalty: 2512.137695
	Iteration 0F: 2 clusters Score -2146656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2129293.000000 Penalty: 5024.275391
	Iteration 0F: 3 clusters Score -2129293 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2135354.250000 Penalty: 5024.275391
	Iteration 1F: 3 clusters Score -2135354 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2135827.750000 Penalty: 5024.275391
	Iteration 2F: 3 clusters Score -2135828 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2136368.250000 Penalty: 5024.275391
	Iteration 3Q: 3 clusters Score -2136368 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2136913.500000 Penalty: 5024.275391
	Iteration 4Q: 3 clusters Score -2136914 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2137531.750000 Penalty: 5024.275391
	Iteration 5Q: 3 clusters Score -2137532 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2138324.250000 Penalty: 5024.275391
	Iteration 6Q: 3 clusters Score -2138324 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2139247.500000 Penalty: 5024.275391
	Iteration 7F: 3 clusters Score -2139248 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2140232.000000 Penalty: 5024.275391
	Iteration 8F: 3 clusters Score -2140232 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2141194.500000 Penalty: 5024.275391
	Iteration 9F: 3 clusters Score -2141194 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2142075.000000 Penalty: 5024.275391
	Iteration 10Q: 3 clusters Score -2142075 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2142838.000000 Penalty: 5024.275391
	Iteration 11Q: 3 clusters Score -2142838 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2143415.750000 Penalty: 5024.275391
	Iteration 12Q: 3 clusters Score -2143416 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2143790.000000 Penalty: 5024.275391
	Iteration 13Q: 3 clusters Score -2143790 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2144022.250000 Penalty: 5024.275391
	Iteration 14Q: 3 clusters Score -2144022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2144157.750000 Penalty: 5024.275391
	Iteration 15Q: 3 clusters Score -2144158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2144247.500000 Penalty: 5024.275391
	Iteration 16Q: 3 clusters Score -2144248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2144304.750000 Penalty: 5024.275391
	Iteration 17Q: 3 clusters Score -2144305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2144350.250000 Penalty: 5024.275391
	Iteration 18Q: 3 clusters Score -2144350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2144375.750000 Penalty: 5024.275391
	Iteration 19Q: 3 clusters Score -2144376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -2144401.000000 Penalty: 5024.275391
	Iteration 20F: 3 clusters Score -2144401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2144429.000000 Penalty: 5024.275391
	Iteration 21Q: 3 clusters Score -2144429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2144441.500000 Penalty: 5024.275391
	Iteration 22Q: 3 clusters Score -2144442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2144459.500000 Penalty: 5024.275391
	Iteration 23Q: 3 clusters Score -2144460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2144468.250000 Penalty: 5024.275391
	Iteration 24Q: 3 clusters Score -2144468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2144474.000000 Penalty: 5024.275391
	Iteration 25Q: 3 clusters Score -2144474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2144474.250000 Penalty: 5024.275391
	Iteration 26Q: 3 clusters Score -2144474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2144481.750000 Penalty: 5024.275391
	Iteration 27Q: 3 clusters Score -2144482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2144489.000000 Penalty: 5024.275391
	Iteration 28Q: 3 clusters Score -2144489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2144493.000000 Penalty: 5024.275391
	Iteration 29Q: 3 clusters Score -2144493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2144501.000000 Penalty: 5024.275391
	Iteration 30Q: 3 clusters Score -2144501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2144503.000000 Penalty: 5024.275391
	Iteration 31Q: 3 clusters Score -2144503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2144502.500000 Penalty: 5024.275391
	Iteration 32Q: 3 clusters Score -2144502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2144505.500000 Penalty: 5024.275391
	Iteration 33Q: 3 clusters Score -2144506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2144507.250000 Penalty: 5024.275391
	Iteration 34Q: 3 clusters Score -2144507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2144507.250000 Penalty: 5024.275391
	Iteration 35F: 3 clusters Score -2144507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -1365101.625000 Penalty: 2394.557617
	Iteration 0F: 2 clusters Score -1365102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1353839.000000 Penalty: 4789.115234
	Iteration 0F: 3 clusters Score -1353839 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1357214.375000 Penalty: 4789.115234
	Iteration 1F: 3 clusters Score -1357214 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1357480.875000 Penalty: 4789.115234
	Iteration 2F: 3 clusters Score -1357481 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1357692.000000 Penalty: 4789.115234
	Iteration 3Q: 3 clusters Score -1357692 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1357877.250000 Penalty: 4789.115234
	Iteration 4Q: 3 clusters Score -1357877 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1358046.500000 Penalty: 4789.115234
	Iteration 5Q: 3 clusters Score -1358046 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1358226.625000 Penalty: 4789.115234
	Iteration 6Q: 3 clusters Score -1358227 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1358432.625000 Penalty: 4789.115234
	Iteration 7Q: 3 clusters Score -1358433 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1358662.750000 Penalty: 4789.115234
	Iteration 8Q: 3 clusters Score -1358663 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1358940.500000 Penalty: 4789.115234
	Iteration 9Q: 3 clusters Score -1358940 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1359261.625000 Penalty: 4789.115234
	Iteration 10Q: 3 clusters Score -1359262 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1359672.750000 Penalty: 4789.115234
	Iteration 11Q: 3 clusters Score -1359673 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1360154.000000 Penalty: 4789.115234
	Iteration 12Q: 3 clusters Score -1360154 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1360739.750000 Penalty: 4789.115234
	Iteration 13Q: 3 clusters Score -1360740 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1361397.000000 Penalty: 4789.115234
	Iteration 14Q: 3 clusters Score -1361397 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1361856.750000 Penalty: 4789.115234
	Iteration 15Q: 3 clusters Score -1361857 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1362193.125000 Penalty: 4789.115234
	Iteration 16Q: 3 clusters Score -1362193 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1362439.500000 Penalty: 4789.115234
	Iteration 17Q: 3 clusters Score -1362440 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1362599.250000 Penalty: 4789.115234
	Iteration 18Q: 3 clusters Score -1362599 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1362738.500000 Penalty: 4789.115234
	Iteration 19Q: 3 clusters Score -1362738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1362842.625000 Penalty: 4789.115234
	Iteration 20F: 3 clusters Score -1362843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1362901.875000 Penalty: 4789.115234
	Iteration 21Q: 3 clusters Score -1362902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1362940.125000 Penalty: 4789.115234
	Iteration 22Q: 3 clusters Score -1362940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1362965.500000 Penalty: 4789.115234
	Iteration 23Q: 3 clusters Score -1362966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1362983.125000 Penalty: 4789.115234
	Iteration 24Q: 3 clusters Score -1362983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1362996.875000 Penalty: 4789.115234
	Iteration 25Q: 3 clusters Score -1362997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1363017.250000 Penalty: 4789.115234
	Iteration 26Q: 3 clusters Score -1363017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1363031.375000 Penalty: 4789.115234
	Iteration 27Q: 3 clusters Score -1363031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1363044.875000 Penalty: 4789.115234
	Iteration 28Q: 3 clusters Score -1363045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1363054.375000 Penalty: 4789.115234
	Iteration 29Q: 3 clusters Score -1363054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1363065.000000 Penalty: 4789.115234
	Iteration 30Q: 3 clusters Score -1363065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1363076.625000 Penalty: 4789.115234
	Iteration 31Q: 3 clusters Score -1363077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1363090.250000 Penalty: 4789.115234
	Iteration 32Q: 3 clusters Score -1363090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1363105.000000 Penalty: 4789.115234
	Iteration 33Q: 3 clusters Score -1363105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1363119.375000 Penalty: 4789.115234
	Iteration 34Q: 3 clusters Score -1363119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1363129.125000 Penalty: 4789.115234
	Iteration 35Q: 3 clusters Score -1363129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1363130.750000 Penalty: 4789.115234
	Iteration 36Q: 3 clusters Score -1363131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1363133.000000 Penalty: 4789.115234
	Iteration 37Q: 3 clusters Score -1363133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1363132.375000 Penalty: 4789.115234
	Iteration 38Q: 3 clusters Score -1363132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1363134.500000 Penalty: 4789.115234
	Iteration 39Q: 3 clusters Score -1363134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1363133.625000 Penalty: 4789.115234
	Iteration 40F: 3 clusters Score -1363134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1363135.375000 Penalty: 4789.115234
	Iteration 41Q: 3 clusters Score -1363135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1363135.375000 Penalty: 4789.115234
	Iteration 42F: 3 clusters Score -1363135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Entering Unmasked Estep 
Score: -6026410.500000 Penalty: 2756.035156
	Iteration 0F: 2 clusters Score -6026410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -5981533.000000 Penalty: 5512.070312
	Iteration 0F: 3 clusters Score -5981533 nChanged 31294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -5999290.000000 Penalty: 5512.070312
	Iteration 1F: 3 clusters Score -5999290 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -6000111.500000 Penalty: 5512.070312
	Iteration 2Q: 3 clusters Score -6000112 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -6001187.000000 Penalty: 5512.070312
	Iteration 3Q: 3 clusters Score -6001187 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6002495.000000 Penalty: 5512.070312
	Iteration 4Q: 3 clusters Score -6002495 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -6004246.500000 Penalty: 5512.070312
	Iteration 5F: 3 clusters Score -6004246 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -6006594.000000 Penalty: 5512.070312
	Iteration 6F: 3 clusters Score -6006594 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6009598.500000 Penalty: 5512.070312
	Iteration 7F: 3 clusters Score -6009598 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -6013105.000000 Penalty: 5512.070312
	Iteration 8F: 3 clusters Score -6013105 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6016518.000000 Penalty: 5512.070312
	Iteration 9F: 3 clusters Score -6016518 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -6019331.500000 Penalty: 5512.070312
	Iteration 10F: 3 clusters Score -6019332 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6021259.000000 Penalty: 5512.070312
	Iteration 11Q: 3 clusters Score -6021259 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6022461.500000 Penalty: 5512.070312
	Iteration 12Q: 3 clusters Score -6022462 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6023138.500000 Penalty: 5512.070312
	Iteration 13Q: 3 clusters Score -6023138 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6023503.000000 Penalty: 5512.070312
	Iteration 14Q: 3 clusters Score -6023503 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6023704.000000 Penalty: 5512.070312
	Iteration 15Q: 3 clusters Score -6023704 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6023806.500000 Penalty: 5512.070312
	Iteration 16Q: 3 clusters Score -6023806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6023875.000000 Penalty: 5512.070312
	Iteration 17Q: 3 clusters Score -6023875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6023945.000000 Penalty: 5512.070312
	Iteration 18Q: 3 clusters Score -6023945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6023994.000000 Penalty: 5512.070312
	Iteration 19Q: 3 clusters Score -6023994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6024019.500000 Penalty: 5512.070312
	Iteration 20F: 3 clusters Score -6024020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6024043.000000 Penalty: 5512.070312
	Iteration 21Q: 3 clusters Score -6024043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6024049.500000 Penalty: 5512.070312
	Iteration 22Q: 3 clusters Score -6024050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6024051.500000 Penalty: 5512.070312
	Iteration 23Q: 3 clusters Score -6024052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6024056.500000 Penalty: 5512.070312
	Iteration 24Q: 3 clusters Score -6024056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6024062.500000 Penalty: 5512.070312
	Iteration 25Q: 3 clusters Score -6024062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6024067.500000 Penalty: 5512.070312
	Iteration 26Q: 3 clusters Score -6024068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6024065.500000 Penalty: 5512.070312
	Iteration 27Q: 3 clusters Score -6024066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6024070.000000 Penalty: 5512.070312
	Iteration 28Q: 3 clusters Score -6024070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6024072.000000 Penalty: 5512.070312
	Iteration 29Q: 3 clusters Score -6024072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6024079.500000 Penalty: 5512.070312
	Iteration 30Q: 3 clusters Score -6024080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6024079.500000 Penalty: 5512.070312
	Iteration 31F: 3 clusters Score -6024080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -234662.812500 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -234662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -231470.578125 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -231470.6 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -232139.734375 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -232139.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232326.875000 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -232326.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -232441.718750 Penalty: 3960.631592
	Iteration 3F: 3 clusters Score -232441.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -232512.234375 Penalty: 3960.631592
	Iteration 4Q: 3 clusters Score -232512.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -232575.484375 Penalty: 3960.631592
	Iteration 5Q: 3 clusters Score -232575.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -232624.312500 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -232624.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -232658.671875 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -232658.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -232691.171875 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -232691.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -232724.046875 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -232724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -232767.140625 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -232767.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -232809.375000 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -232809.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -232854.656250 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -232854.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -232895.578125 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -232895.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -232943.656250 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -232943.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -232999.531250 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -232999.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -233042.468750 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -233042.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -233082.937500 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -233082.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -233125.906250 Penalty: 3960.631592
	Iteration 18Q: 3 clusters Score -233125.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -233166.250000 Penalty: 3960.631592
	Iteration 19Q: 3 clusters Score -233166.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -233212.109375 Penalty: 3960.631592
	Iteration 20F: 3 clusters Score -233212.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -233258.625000 Penalty: 3960.631592
	Iteration 21Q: 3 clusters Score -233258.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -233295.921875 Penalty: 3960.631592
	Iteration 22Q: 3 clusters Score -233295.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -233326.781250 Penalty: 3960.631592
	Iteration 23Q: 3 clusters Score -233326.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -233363.984375 Penalty: 3960.631592
	Iteration 24Q: 3 clusters Score -233364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -233406.984375 Penalty: 3960.631592
	Iteration 25Q: 3 clusters Score -233407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -233435.796875 Penalty: 3960.631592
	Iteration 26Q: 3 clusters Score -233435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -233452.875000 Penalty: 3960.631592
	Iteration 27Q: 3 clusters Score -233452.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -233468.421875 Penalty: 3960.631592
	Iteration 28Q: 3 clusters Score -233468.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -233482.484375 Penalty: 3960.631592
	Iteration 29Q: 3 clusters Score -233482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -233497.734375 Penalty: 3960.631592
	Iteration 30Q: 3 clusters Score -233497.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -233515.875000 Penalty: 3960.631592
	Iteration 31Q: 3 clusters Score -233515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -233538.968750 Penalty: 3960.631592
	Iteration 32Q: 3 clusters Score -233539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -233563.578125 Penalty: 3960.631592
	Iteration 33Q: 3 clusters Score -233563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -233572.593750 Penalty: 3960.631592
	Iteration 34Q: 3 clusters Score -233572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -233580.281250 Penalty: 3960.631592
	Iteration 35Q: 3 clusters Score -233580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -233585.640625 Penalty: 3960.631592
	Iteration 36Q: 3 clusters Score -233585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -233590.453125 Penalty: 3960.631592
	Iteration 37Q: 3 clusters Score -233590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -233592.015625 Penalty: 3960.631592
	Iteration 38Q: 3 clusters Score -233592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -233592.015625 Penalty: 3960.631592
	Iteration 39F: 3 clusters Score -233592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -22308.884766 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -22308.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21087.339844 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -21087.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21240.613281 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -21240.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21305.814453 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -21305.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21324.910156 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -21324.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21341.320312 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -21341.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21363.671875 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -21363.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21395.353516 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -21395.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21407.724609 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -21407.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21421.691406 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -21421.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21424.533203 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -21424.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21434.242188 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -21434.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21439.357422 Penalty: 2835.645752
	Iteration 11Q: 3 clusters Score -21439.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21442.591797 Penalty: 2835.645752
	Iteration 12Q: 3 clusters Score -21442.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21445.281250 Penalty: 2835.645752
	Iteration 13Q: 3 clusters Score -21445.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21448.009766 Penalty: 2835.645752
	Iteration 14Q: 3 clusters Score -21448.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21456.535156 Penalty: 2835.645752
	Iteration 15Q: 3 clusters Score -21456.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21461.414062 Penalty: 2835.645752
	Iteration 16Q: 3 clusters Score -21461.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21461.414062 Penalty: 2835.645752
	Iteration 17F: 3 clusters Score -21461.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Entering Unmasked Estep 
Score: -1454897.250000 Penalty: 2403.423096
	Iteration 0F: 2 clusters Score -1454897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1443219.875000 Penalty: 4806.846191
	Iteration 0F: 3 clusters Score -1443220 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1447029.000000 Penalty: 4806.846191
	Iteration 1F: 3 clusters Score -1447029 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1447376.875000 Penalty: 4806.846191
	Iteration 2F: 3 clusters Score -1447377 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1447653.375000 Penalty: 4806.846191
	Iteration 3Q: 3 clusters Score -1447653 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1447918.375000 Penalty: 4806.846191
	Iteration 4Q: 3 clusters Score -1447918 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1448190.125000 Penalty: 4806.846191
	Iteration 5Q: 3 clusters Score -1448190 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1448478.625000 Penalty: 4806.846191
	Iteration 6Q: 3 clusters Score -1448479 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1448830.125000 Penalty: 4806.846191
	Iteration 7Q: 3 clusters Score -1448830 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1449275.750000 Penalty: 4806.846191
	Iteration 8Q: 3 clusters Score -1449276 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1449743.750000 Penalty: 4806.846191
	Iteration 9Q: 3 clusters Score -1449744 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1450318.000000 Penalty: 4806.846191
	Iteration 10Q: 3 clusters Score -1450318 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1450889.250000 Penalty: 4806.846191
	Iteration 11Q: 3 clusters Score -1450889 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1451405.250000 Penalty: 4806.846191
	Iteration 12Q: 3 clusters Score -1451405 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1451859.750000 Penalty: 4806.846191
	Iteration 13Q: 3 clusters Score -1451860 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1452210.125000 Penalty: 4806.846191
	Iteration 14Q: 3 clusters Score -1452210 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1452424.750000 Penalty: 4806.846191
	Iteration 15Q: 3 clusters Score -1452425 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1452564.250000 Penalty: 4806.846191
	Iteration 16Q: 3 clusters Score -1452564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1452668.875000 Penalty: 4806.846191
	Iteration 17Q: 3 clusters Score -1452669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1452726.125000 Penalty: 4806.846191
	Iteration 18Q: 3 clusters Score -1452726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1452757.125000 Penalty: 4806.846191
	Iteration 19Q: 3 clusters Score -1452757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1452797.000000 Penalty: 4806.846191
	Iteration 20F: 3 clusters Score -1452797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1452820.250000 Penalty: 4806.846191
	Iteration 21Q: 3 clusters Score -1452820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1452838.250000 Penalty: 4806.846191
	Iteration 22Q: 3 clusters Score -1452838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1452851.625000 Penalty: 4806.846191
	Iteration 23Q: 3 clusters Score -1452852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1452855.625000 Penalty: 4806.846191
	Iteration 24Q: 3 clusters Score -1452856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1452861.875000 Penalty: 4806.846191
	Iteration 25Q: 3 clusters Score -1452862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1452868.250000 Penalty: 4806.846191
	Iteration 26Q: 3 clusters Score -1452868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1452878.375000 Penalty: 4806.846191
	Iteration 27Q: 3 clusters Score -1452878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1452881.750000 Penalty: 4806.846191
	Iteration 28Q: 3 clusters Score -1452882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1452883.750000 Penalty: 4806.846191
	Iteration 29Q: 3 clusters Score -1452884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1452882.750000 Penalty: 4806.846191
	Iteration 30Q: 3 clusters Score -1452883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1452881.625000 Penalty: 4806.846191
	Iteration 31Q: 3 clusters Score -1452882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1452884.000000 Penalty: 4806.846191
	Iteration 32Q: 3 clusters Score -1452884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1452885.250000 Penalty: 4806.846191
	Iteration 33Q: 3 clusters Score -1452885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1452886.625000 Penalty: 4806.846191
	Iteration 34Q: 3 clusters Score -1452887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1452887.250000 Penalty: 4806.846191
	Iteration 35Q: 3 clusters Score -1452887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1452892.375000 Penalty: 4806.846191
	Iteration 36Q: 3 clusters Score -1452892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1452893.625000 Penalty: 4806.846191
	Iteration 37Q: 3 clusters Score -1452894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1452894.375000 Penalty: 4806.846191
	Iteration 38Q: 3 clusters Score -1452894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1452894.125000 Penalty: 4806.846191
	Iteration 39Q: 3 clusters Score -1452894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1452895.250000 Penalty: 4806.846191
	Iteration 40F: 3 clusters Score -1452895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -192185.875000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -192185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -189316.765625 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -189316.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -189848.265625 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -189848.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -189991.671875 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -189991.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -190066.203125 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -190066.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -190114.156250 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -190114.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -190152.796875 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -190152.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190191.546875 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -190191.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190231.515625 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -190231.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190287.046875 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -190287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190340.906250 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -190340.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -190403.718750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -190403.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -190471.546875 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -190471.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -190528.640625 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -190528.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -190579.671875 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -190579.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -190614.921875 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -190614.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -190653.984375 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -190654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190678.125000 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -190678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -190693.906250 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -190693.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -190713.750000 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -190713.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -190743.687500 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -190743.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -190771.718750 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -190771.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -190802.890625 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -190802.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -190826.109375 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -190826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -190842.578125 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -190842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -190853.500000 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -190853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -190860.234375 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -190860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -190866.265625 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -190866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -190871.312500 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -190871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -190873.078125 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -190873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -190873.562500 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -190873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -190873.562500 Penalty: 3846.860596
	Iteration 30F: 3 clusters Score -190873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Entering Unmasked Estep 
Score: -1626168.250000 Penalty: 2438.945801
	Iteration 0F: 2 clusters Score -1626168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1612975.750000 Penalty: 4877.891602
	Iteration 0F: 3 clusters Score -1612976 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1617295.625000 Penalty: 4877.891602
	Iteration 1F: 3 clusters Score -1617296 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1617686.625000 Penalty: 4877.891602
	Iteration 2F: 3 clusters Score -1617687 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1618058.000000 Penalty: 4877.891602
	Iteration 3Q: 3 clusters Score -1618058 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1618400.625000 Penalty: 4877.891602
	Iteration 4Q: 3 clusters Score -1618401 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1618776.500000 Penalty: 4877.891602
	Iteration 5Q: 3 clusters Score -1618776 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1619252.000000 Penalty: 4877.891602
	Iteration 6Q: 3 clusters Score -1619252 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1619837.500000 Penalty: 4877.891602
	Iteration 7Q: 3 clusters Score -1619838 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1620451.750000 Penalty: 4877.891602
	Iteration 8Q: 3 clusters Score -1620452 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1621123.125000 Penalty: 4877.891602
	Iteration 9Q: 3 clusters Score -1621123 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1621756.000000 Penalty: 4877.891602
	Iteration 10Q: 3 clusters Score -1621756 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1622317.125000 Penalty: 4877.891602
	Iteration 11Q: 3 clusters Score -1622317 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1622799.875000 Penalty: 4877.891602
	Iteration 12Q: 3 clusters Score -1622800 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1623203.750000 Penalty: 4877.891602
	Iteration 13Q: 3 clusters Score -1623204 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1623505.750000 Penalty: 4877.891602
	Iteration 14Q: 3 clusters Score -1623506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1623744.000000 Penalty: 4877.891602
	Iteration 15Q: 3 clusters Score -1623744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1623920.875000 Penalty: 4877.891602
	Iteration 16Q: 3 clusters Score -1623921 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1624029.750000 Penalty: 4877.891602
	Iteration 17Q: 3 clusters Score -1624030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1624137.250000 Penalty: 4877.891602
	Iteration 18Q: 3 clusters Score -1624137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1624212.875000 Penalty: 4877.891602
	Iteration 19Q: 3 clusters Score -1624213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1624263.750000 Penalty: 4877.891602
	Iteration 20F: 3 clusters Score -1624264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1624316.875000 Penalty: 4877.891602
	Iteration 21Q: 3 clusters Score -1624317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1624363.875000 Penalty: 4877.891602
	Iteration 22Q: 3 clusters Score -1624364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1624394.625000 Penalty: 4877.891602
	Iteration 23Q: 3 clusters Score -1624395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1624404.000000 Penalty: 4877.891602
	Iteration 24Q: 3 clusters Score -1624404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1624418.750000 Penalty: 4877.891602
	Iteration 25Q: 3 clusters Score -1624419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1624430.125000 Penalty: 4877.891602
	Iteration 26Q: 3 clusters Score -1624430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1624443.750000 Penalty: 4877.891602
	Iteration 27Q: 3 clusters Score -1624444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1624458.750000 Penalty: 4877.891602
	Iteration 28Q: 3 clusters Score -1624459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1624468.375000 Penalty: 4877.891602
	Iteration 29Q: 3 clusters Score -1624468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1624477.250000 Penalty: 4877.891602
	Iteration 30Q: 3 clusters Score -1624477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1624482.125000 Penalty: 4877.891602
	Iteration 31Q: 3 clusters Score -1624482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1624487.250000 Penalty: 4877.891602
	Iteration 32Q: 3 clusters Score -1624487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1624486.750000 Penalty: 4877.891602
	Iteration 33Q: 3 clusters Score -1624487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1624486.125000 Penalty: 4877.891602
	Iteration 34Q: 3 clusters Score -1624486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1624486.000000 Penalty: 4877.891602
	Iteration 35Q: 3 clusters Score -1624486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1624487.000000 Penalty: 4877.891602
	Iteration 36Q: 3 clusters Score -1624487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1624486.875000 Penalty: 4877.891602
	Iteration 37Q: 3 clusters Score -1624487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1624487.125000 Penalty: 4877.891602
	Iteration 38Q: 3 clusters Score -1624487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1624488.125000 Penalty: 4877.891602
	Iteration 39Q: 3 clusters Score -1624488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1624488.125000 Penalty: 4877.891602
	Iteration 40F: 3 clusters Score -1624488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (433857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433857 members 
Entering Unmasked Estep 
Score: -38285440.000000 Penalty: 3219.156738
	Iteration 0F: 2 clusters Score -3.828544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217204 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -38000460.000000 Penalty: 6438.313477
	Iteration 0F: 3 clusters Score -3.800046e+07 nChanged 211902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 209037 members 
Entering Unmasked Estep 
Score: -38127192.000000 Penalty: 6438.313477
	Iteration 1F: 3 clusters Score -3.812719e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230068 members 
Mstep: Class 2 contains 203789 members 
Entering Unmasked Estep 
Score: -38128976.000000 Penalty: 6438.313477
	Iteration 2Q: 3 clusters Score -3.812898e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238094 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -38131468.000000 Penalty: 6438.313477
	Iteration 3Q: 3 clusters Score -3.813147e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250565 members 
Mstep: Class 2 contains 183292 members 
Entering Unmasked Estep 
Score: -38136204.000000 Penalty: 6438.313477
	Iteration 4Q: 3 clusters Score -3.81362e+07 nChanged 20067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269520 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -38145536.000000 Penalty: 6438.313477
	Iteration 5Q: 3 clusters Score -3.814554e+07 nChanged 28076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297186 members 
Mstep: Class 2 contains 136671 members 
Entering Unmasked Estep 
Score: -38163668.000000 Penalty: 6438.313477
	Iteration 6F: 3 clusters Score -3.816367e+07 nChanged 36896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333962 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -38193628.000000 Penalty: 6438.313477
	Iteration 7F: 3 clusters Score -3.819363e+07 nChanged 40355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374283 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -38230736.000000 Penalty: 6438.313477
	Iteration 8F: 3 clusters Score -3.823074e+07 nChanged 32023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406304 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -38259696.000000 Penalty: 6438.313477
	Iteration 9F: 3 clusters Score -3.82597e+07 nChanged 17450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423754 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -38274556.000000 Penalty: 6438.313477
	Iteration 10Q: 3 clusters Score -3.827456e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430559 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -38280136.000000 Penalty: 6438.313477
	Iteration 11Q: 3 clusters Score -3.828014e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432645 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -38281804.000000 Penalty: 6438.313477
	Iteration 12Q: 3 clusters Score -3.82818e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433250 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38282216.000000 Penalty: 6438.313477
	Iteration 13Q: 3 clusters Score -3.828222e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38282352.000000 Penalty: 6438.313477
	Iteration 14Q: 3 clusters Score -3.828235e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433462 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38282440.000000 Penalty: 6438.313477
	Iteration 15Q: 3 clusters Score -3.828244e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433489 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38282472.000000 Penalty: 6438.313477
	Iteration 16Q: 3 clusters Score -3.828247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433507 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38282488.000000 Penalty: 6438.313477
	Iteration 17Q: 3 clusters Score -3.828249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433519 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38282520.000000 Penalty: 6438.313477
	Iteration 18Q: 3 clusters Score -3.828252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433529 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38282564.000000 Penalty: 6438.313477
	Iteration 19Q: 3 clusters Score -3.828256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38282580.000000 Penalty: 6438.313477
	Iteration 20F: 3 clusters Score -3.828258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433538 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38282592.000000 Penalty: 6438.313477
	Iteration 21Q: 3 clusters Score -3.828259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433543 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38282604.000000 Penalty: 6438.313477
	Iteration 22Q: 3 clusters Score -3.82826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433546 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38282624.000000 Penalty: 6438.313477
	Iteration 23Q: 3 clusters Score -3.828262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433546 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38282616.000000 Penalty: 6438.313477
	Iteration 24Q: 3 clusters Score -3.828262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38282620.000000 Penalty: 6438.313477
	Iteration 25Q: 3 clusters Score -3.828262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38282616.000000 Penalty: 6438.313477
	Iteration 26Q: 3 clusters Score -3.828262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38282608.000000 Penalty: 6438.313477
	Iteration 27Q: 3 clusters Score -3.828261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38282644.000000 Penalty: 6438.313477
	Iteration 28Q: 3 clusters Score -3.828264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38282640.000000 Penalty: 6438.313477
	Iteration 29Q: 3 clusters Score -3.828264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38282644.000000 Penalty: 6438.313477
	Iteration 30Q: 3 clusters Score -3.828264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38282644.000000 Penalty: 6438.313477
	Iteration 31F: 3 clusters Score -3.828264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Entering Unmasked Estep 
Score: -2272389.750000 Penalty: 2521.950195
	Iteration 0F: 2 clusters Score -2272390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2254433.500000 Penalty: 5043.900391
	Iteration 0F: 3 clusters Score -2254434 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2260927.500000 Penalty: 5043.900391
	Iteration 1F: 3 clusters Score -2260928 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2261641.500000 Penalty: 5043.900391
	Iteration 2F: 3 clusters Score -2261642 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2262377.750000 Penalty: 5043.900391
	Iteration 3F: 3 clusters Score -2262378 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2263201.500000 Penalty: 5043.900391
	Iteration 4F: 3 clusters Score -2263202 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2264141.500000 Penalty: 5043.900391
	Iteration 5F: 3 clusters Score -2264142 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2265154.250000 Penalty: 5043.900391
	Iteration 6F: 3 clusters Score -2265154 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2266128.250000 Penalty: 5043.900391
	Iteration 7F: 3 clusters Score -2266128 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2266952.000000 Penalty: 5043.900391
	Iteration 8Q: 3 clusters Score -2266952 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2267571.750000 Penalty: 5043.900391
	Iteration 9Q: 3 clusters Score -2267572 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2268052.250000 Penalty: 5043.900391
	Iteration 10Q: 3 clusters Score -2268052 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2268438.500000 Penalty: 5043.900391
	Iteration 11Q: 3 clusters Score -2268438 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2268706.500000 Penalty: 5043.900391
	Iteration 12Q: 3 clusters Score -2268706 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2268916.250000 Penalty: 5043.900391
	Iteration 13Q: 3 clusters Score -2268916 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2269069.750000 Penalty: 5043.900391
	Iteration 14Q: 3 clusters Score -2269070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2269187.500000 Penalty: 5043.900391
	Iteration 15Q: 3 clusters Score -2269188 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2269303.250000 Penalty: 5043.900391
	Iteration 16Q: 3 clusters Score -2269303 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2269397.000000 Penalty: 5043.900391
	Iteration 17Q: 3 clusters Score -2269397 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2269501.250000 Penalty: 5043.900391
	Iteration 18Q: 3 clusters Score -2269501 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2269584.500000 Penalty: 5043.900391
	Iteration 19Q: 3 clusters Score -2269584 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2269677.000000 Penalty: 5043.900391
	Iteration 20F: 3 clusters Score -2269677 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2269742.500000 Penalty: 5043.900391
	Iteration 21Q: 3 clusters Score -2269742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2269810.500000 Penalty: 5043.900391
	Iteration 22Q: 3 clusters Score -2269810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2269881.500000 Penalty: 5043.900391
	Iteration 23Q: 3 clusters Score -2269882 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2269959.000000 Penalty: 5043.900391
	Iteration 24Q: 3 clusters Score -2269959 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2270037.000000 Penalty: 5043.900391
	Iteration 25Q: 3 clusters Score -2270037 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2270110.750000 Penalty: 5043.900391
	Iteration 26Q: 3 clusters Score -2270111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2270163.000000 Penalty: 5043.900391
	Iteration 27Q: 3 clusters Score -2270163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2270216.750000 Penalty: 5043.900391
	Iteration 28Q: 3 clusters Score -2270217 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2270258.500000 Penalty: 5043.900391
	Iteration 29Q: 3 clusters Score -2270258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2270290.500000 Penalty: 5043.900391
	Iteration 30Q: 3 clusters Score -2270290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2270332.000000 Penalty: 5043.900391
	Iteration 31Q: 3 clusters Score -2270332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2270365.000000 Penalty: 5043.900391
	Iteration 32Q: 3 clusters Score -2270365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2270380.000000 Penalty: 5043.900391
	Iteration 33Q: 3 clusters Score -2270380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2270388.250000 Penalty: 5043.900391
	Iteration 34Q: 3 clusters Score -2270388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2270398.750000 Penalty: 5043.900391
	Iteration 35Q: 3 clusters Score -2270399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2270410.250000 Penalty: 5043.900391
	Iteration 36Q: 3 clusters Score -2270410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2270417.250000 Penalty: 5043.900391
	Iteration 37Q: 3 clusters Score -2270417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2270420.000000 Penalty: 5043.900391
	Iteration 38Q: 3 clusters Score -2270420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2270430.000000 Penalty: 5043.900391
	Iteration 39Q: 3 clusters Score -2270430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2270434.250000 Penalty: 5043.900391
	Iteration 40F: 3 clusters Score -2270434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2270441.000000 Penalty: 5043.900391
	Iteration 41Q: 3 clusters Score -2270441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2270442.750000 Penalty: 5043.900391
	Iteration 42Q: 3 clusters Score -2270443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2270448.250000 Penalty: 5043.900391
	Iteration 43Q: 3 clusters Score -2270448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2270449.250000 Penalty: 5043.900391
	Iteration 44Q: 3 clusters Score -2270449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2270448.000000 Penalty: 5043.900391
	Iteration 45Q: 3 clusters Score -2270448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2270447.750000 Penalty: 5043.900391
	Iteration 46Q: 3 clusters Score -2270448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2270451.000000 Penalty: 5043.900391
	Iteration 47Q: 3 clusters Score -2270451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2270446.000000 Penalty: 5043.900391
	Iteration 48Q: 3 clusters Score -2270446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2270448.000000 Penalty: 5043.900391
	Iteration 49Q: 3 clusters Score -2270448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2270448.000000 Penalty: 5043.900391
	Iteration 50F: 3 clusters Score -2270448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -548508.562500 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -548508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -543061.750000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -543061.8 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -544467.125000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -544467.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -544718.437500 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -544718.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -544911.062500 Penalty: 4348.981445
	Iteration 3F: 3 clusters Score -544911.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -545084.375000 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -545084.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -545229.625000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -545229.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -545362.312500 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -545362.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -545505.750000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -545505.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -545663.312500 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -545663.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -545857.875000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -545857.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -546063.625000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -546063.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -546272.250000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -546272.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -546469.687500 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -546469.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -546645.937500 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -546645.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -546814.812500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -546814.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -546986.250000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -546986.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -547108.125000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -547108.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -547214.750000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -547214.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -547289.812500 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -547289.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -547321.812500 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -547321.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -547335.937500 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -547335.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -547346.937500 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -547346.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -547352.062500 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -547352.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -547356.312500 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -547356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -547356.687500 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -547356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -547357.562500 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -547357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -547358.687500 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -547358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -547358.687500 Penalty: 4348.981445
	Iteration 27F: 3 clusters Score -547358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Entering Unmasked Estep 
Score: -1990779.875000 Penalty: 2487.699219
	Iteration 0F: 2 clusters Score -1990780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1974978.000000 Penalty: 4975.398438
	Iteration 0F: 3 clusters Score -1974978 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1980539.375000 Penalty: 4975.398438
	Iteration 1F: 3 clusters Score -1980539 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1981119.625000 Penalty: 4975.398438
	Iteration 2F: 3 clusters Score -1981120 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1981719.125000 Penalty: 4975.398438
	Iteration 3F: 3 clusters Score -1981719 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1982387.500000 Penalty: 4975.398438
	Iteration 4F: 3 clusters Score -1982388 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1983174.750000 Penalty: 4975.398438
	Iteration 5F: 3 clusters Score -1983175 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1983993.125000 Penalty: 4975.398438
	Iteration 6F: 3 clusters Score -1983993 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1984772.375000 Penalty: 4975.398438
	Iteration 7F: 3 clusters Score -1984772 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1985466.250000 Penalty: 4975.398438
	Iteration 8Q: 3 clusters Score -1985466 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1986028.000000 Penalty: 4975.398438
	Iteration 9Q: 3 clusters Score -1986028 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1986504.250000 Penalty: 4975.398438
	Iteration 10Q: 3 clusters Score -1986504 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1986860.500000 Penalty: 4975.398438
	Iteration 11Q: 3 clusters Score -1986860 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1987200.125000 Penalty: 4975.398438
	Iteration 12Q: 3 clusters Score -1987200 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1987538.125000 Penalty: 4975.398438
	Iteration 13Q: 3 clusters Score -1987538 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1987811.625000 Penalty: 4975.398438
	Iteration 14Q: 3 clusters Score -1987812 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1988086.500000 Penalty: 4975.398438
	Iteration 15Q: 3 clusters Score -1988086 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1988281.250000 Penalty: 4975.398438
	Iteration 16Q: 3 clusters Score -1988281 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1988425.375000 Penalty: 4975.398438
	Iteration 17Q: 3 clusters Score -1988425 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -1988533.875000 Penalty: 4975.398438
	Iteration 18Q: 3 clusters Score -1988534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -1988573.250000 Penalty: 4975.398438
	Iteration 19Q: 3 clusters Score -1988573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1988601.000000 Penalty: 4975.398438
	Iteration 20F: 3 clusters Score -1988601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -1988623.125000 Penalty: 4975.398438
	Iteration 21Q: 3 clusters Score -1988623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1988632.000000 Penalty: 4975.398438
	Iteration 22Q: 3 clusters Score -1988632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1988639.000000 Penalty: 4975.398438
	Iteration 23Q: 3 clusters Score -1988639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1988647.000000 Penalty: 4975.398438
	Iteration 24Q: 3 clusters Score -1988647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -1988650.125000 Penalty: 4975.398438
	Iteration 25Q: 3 clusters Score -1988650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -1988658.125000 Penalty: 4975.398438
	Iteration 26Q: 3 clusters Score -1988658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -1988659.125000 Penalty: 4975.398438
	Iteration 27Q: 3 clusters Score -1988659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1988664.375000 Penalty: 4975.398438
	Iteration 28Q: 3 clusters Score -1988664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1988666.500000 Penalty: 4975.398438
	Iteration 29Q: 3 clusters Score -1988666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -1988670.250000 Penalty: 4975.398438
	Iteration 30Q: 3 clusters Score -1988670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1988668.000000 Penalty: 4975.398438
	Iteration 31Q: 3 clusters Score -1988668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -1988669.625000 Penalty: 4975.398438
	Iteration 32Q: 3 clusters Score -1988670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1988672.625000 Penalty: 4975.398438
	Iteration 33Q: 3 clusters Score -1988673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1988672.750000 Penalty: 4975.398438
	Iteration 34Q: 3 clusters Score -1988673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -1988675.250000 Penalty: 4975.398438
	Iteration 35Q: 3 clusters Score -1988675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1988681.000000 Penalty: 4975.398438
	Iteration 36Q: 3 clusters Score -1988681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -1988681.000000 Penalty: 4975.398438
	Iteration 37Q: 3 clusters Score -1988681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1988682.875000 Penalty: 4975.398438
	Iteration 38Q: 3 clusters Score -1988683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1988680.625000 Penalty: 4975.398438
	Iteration 39Q: 3 clusters Score -1988681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1988680.625000 Penalty: 4975.398438
	Iteration 40F: 3 clusters Score -1988681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -258041.343750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -258041.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -254686.609375 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -254686.6 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -255353.593750 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -255353.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -255535.218750 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -255535.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255663.234375 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -255663.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -255779.531250 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -255779.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -255908.015625 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -255908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -256019.421875 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -256019.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -256142.562500 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -256142.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -256232.015625 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -256232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -256297.968750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -256298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -256347.937500 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -256347.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -256391.890625 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -256391.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -256422.312500 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -256422.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -256443.312500 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -256443.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -256460.671875 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -256460.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -256481.750000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -256481.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -256498.734375 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -256498.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -256510.203125 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -256510.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -256518.343750 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -256518.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -256525.093750 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -256525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -256529.265625 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -256529.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -256534.796875 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -256534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -256539.687500 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -256539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -256543.578125 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -256543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -256547.859375 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -256547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -256548.625000 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -256548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -256548.625000 Penalty: 3983.405762
	Iteration 26F: 3 clusters Score -256548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -78419.414062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -78419.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76513.585938 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -76513.59 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76761.406250 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -76761.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76833.710938 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -76833.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76869.304688 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -76869.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76898.710938 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -76898.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76911.546875 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -76911.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76913.343750 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -76913.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -76914.953125 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -76914.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -76914.953125 Penalty: 3402.368896
	Iteration 8F: 3 clusters Score -76914.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Entering Unmasked Estep 
Score: -3491138.000000 Penalty: 2616.650391
	Iteration 0F: 2 clusters Score -3491138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3465302.750000 Penalty: 5233.300781
	Iteration 0F: 3 clusters Score -3465303 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3474751.250000 Penalty: 5233.300781
	Iteration 1F: 3 clusters Score -3474751 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3475357.750000 Penalty: 5233.300781
	Iteration 2Q: 3 clusters Score -3475358 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3475914.500000 Penalty: 5233.300781
	Iteration 3Q: 3 clusters Score -3475914 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3476487.250000 Penalty: 5233.300781
	Iteration 4Q: 3 clusters Score -3476487 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3477125.750000 Penalty: 5233.300781
	Iteration 5Q: 3 clusters Score -3477126 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3477947.500000 Penalty: 5233.300781
	Iteration 6Q: 3 clusters Score -3477948 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3479085.250000 Penalty: 5233.300781
	Iteration 7Q: 3 clusters Score -3479085 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3480590.750000 Penalty: 5233.300781
	Iteration 8F: 3 clusters Score -3480591 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3482377.250000 Penalty: 5233.300781
	Iteration 9F: 3 clusters Score -3482377 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3483858.000000 Penalty: 5233.300781
	Iteration 10F: 3 clusters Score -3483858 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3484709.000000 Penalty: 5233.300781
	Iteration 11Q: 3 clusters Score -3484709 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3485190.250000 Penalty: 5233.300781
	Iteration 12Q: 3 clusters Score -3485190 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3485493.000000 Penalty: 5233.300781
	Iteration 13Q: 3 clusters Score -3485493 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3485722.500000 Penalty: 5233.300781
	Iteration 14Q: 3 clusters Score -3485722 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3485926.000000 Penalty: 5233.300781
	Iteration 15Q: 3 clusters Score -3485926 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3486118.000000 Penalty: 5233.300781
	Iteration 16Q: 3 clusters Score -3486118 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3486285.000000 Penalty: 5233.300781
	Iteration 17Q: 3 clusters Score -3486285 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3486445.500000 Penalty: 5233.300781
	Iteration 18Q: 3 clusters Score -3486446 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -3486647.250000 Penalty: 5233.300781
	Iteration 19Q: 3 clusters Score -3486647 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3486803.750000 Penalty: 5233.300781
	Iteration 20F: 3 clusters Score -3486804 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3486949.250000 Penalty: 5233.300781
	Iteration 21Q: 3 clusters Score -3486949 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3487085.500000 Penalty: 5233.300781
	Iteration 22Q: 3 clusters Score -3487086 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3487226.250000 Penalty: 5233.300781
	Iteration 23Q: 3 clusters Score -3487226 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -3487386.000000 Penalty: 5233.300781
	Iteration 24Q: 3 clusters Score -3487386 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3487572.500000 Penalty: 5233.300781
	Iteration 25Q: 3 clusters Score -3487572 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3487723.000000 Penalty: 5233.300781
	Iteration 26Q: 3 clusters Score -3487723 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -3487847.000000 Penalty: 5233.300781
	Iteration 27Q: 3 clusters Score -3487847 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -3487961.000000 Penalty: 5233.300781
	Iteration 28Q: 3 clusters Score -3487961 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3488063.000000 Penalty: 5233.300781
	Iteration 29Q: 3 clusters Score -3488063 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3488147.750000 Penalty: 5233.300781
	Iteration 30Q: 3 clusters Score -3488148 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -3488252.750000 Penalty: 5233.300781
	Iteration 31Q: 3 clusters Score -3488253 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -3488333.000000 Penalty: 5233.300781
	Iteration 32Q: 3 clusters Score -3488333 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3488429.750000 Penalty: 5233.300781
	Iteration 33Q: 3 clusters Score -3488430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -3488491.250000 Penalty: 5233.300781
	Iteration 34Q: 3 clusters Score -3488491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -3488545.750000 Penalty: 5233.300781
	Iteration 35Q: 3 clusters Score -3488546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -3488576.750000 Penalty: 5233.300781
	Iteration 36Q: 3 clusters Score -3488577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -3488614.000000 Penalty: 5233.300781
	Iteration 37Q: 3 clusters Score -3488614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -3488653.250000 Penalty: 5233.300781
	Iteration 38Q: 3 clusters Score -3488653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -3488689.750000 Penalty: 5233.300781
	Iteration 39Q: 3 clusters Score -3488690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3488717.750000 Penalty: 5233.300781
	Iteration 40F: 3 clusters Score -3488718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -3488744.750000 Penalty: 5233.300781
	Iteration 41Q: 3 clusters Score -3488745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -3488767.000000 Penalty: 5233.300781
	Iteration 42Q: 3 clusters Score -3488767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -3488788.000000 Penalty: 5233.300781
	Iteration 43Q: 3 clusters Score -3488788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -3488805.750000 Penalty: 5233.300781
	Iteration 44Q: 3 clusters Score -3488806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3488823.250000 Penalty: 5233.300781
	Iteration 45Q: 3 clusters Score -3488823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3488840.250000 Penalty: 5233.300781
	Iteration 46Q: 3 clusters Score -3488840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -3488852.750000 Penalty: 5233.300781
	Iteration 47Q: 3 clusters Score -3488853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -3488862.750000 Penalty: 5233.300781
	Iteration 48Q: 3 clusters Score -3488863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -3488869.500000 Penalty: 5233.300781
	Iteration 49Q: 3 clusters Score -3488870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3488889.500000 Penalty: 5233.300781
	Iteration 50Q: 3 clusters Score -3488890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3488897.250000 Penalty: 5233.300781
	Iteration 51Q: 3 clusters Score -3488897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3488901.250000 Penalty: 5233.300781
	Iteration 52Q: 3 clusters Score -3488901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3488913.750000 Penalty: 5233.300781
	Iteration 53Q: 3 clusters Score -3488914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3488921.750000 Penalty: 5233.300781
	Iteration 54Q: 3 clusters Score -3488922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -3488928.250000 Penalty: 5233.300781
	Iteration 55Q: 3 clusters Score -3488928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -3488930.500000 Penalty: 5233.300781
	Iteration 56Q: 3 clusters Score -3488930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -3488934.000000 Penalty: 5233.300781
	Iteration 57Q: 3 clusters Score -3488934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -3488945.250000 Penalty: 5233.300781
	Iteration 58Q: 3 clusters Score -3488945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3488943.000000 Penalty: 5233.300781
	Iteration 59Q: 3 clusters Score -3488943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -3488944.000000 Penalty: 5233.300781
	Iteration 60F: 3 clusters Score -3488944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -3488953.250000 Penalty: 5233.300781
	Iteration 61Q: 3 clusters Score -3488953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -3488956.000000 Penalty: 5233.300781
	Iteration 62Q: 3 clusters Score -3488956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3488962.250000 Penalty: 5233.300781
	Iteration 63Q: 3 clusters Score -3488962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -3488968.750000 Penalty: 5233.300781
	Iteration 64Q: 3 clusters Score -3488969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -3488970.500000 Penalty: 5233.300781
	Iteration 65Q: 3 clusters Score -3488970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3488974.500000 Penalty: 5233.300781
	Iteration 66Q: 3 clusters Score -3488974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -3488976.250000 Penalty: 5233.300781
	Iteration 67Q: 3 clusters Score -3488976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3488973.250000 Penalty: 5233.300781
	Iteration 68Q: 3 clusters Score -3488973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -3488976.250000 Penalty: 5233.300781
	Iteration 69Q: 3 clusters Score -3488976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3488978.750000 Penalty: 5233.300781
	Iteration 70Q: 3 clusters Score -3488979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -3488977.750000 Penalty: 5233.300781
	Iteration 71Q: 3 clusters Score -3488978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -3488979.750000 Penalty: 5233.300781
	Iteration 72Q: 3 clusters Score -3488980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3488980.750000 Penalty: 5233.300781
	Iteration 73Q: 3 clusters Score -3488981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -3488982.000000 Penalty: 5233.300781
	Iteration 74Q: 3 clusters Score -3488982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -3488982.500000 Penalty: 5233.300781
	Iteration 75Q: 3 clusters Score -3488982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -3488982.500000 Penalty: 5233.300781
	Iteration 76F: 3 clusters Score -3488982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Entering Unmasked Estep 
Score: -12182627.000000 Penalty: 2927.250244
	Iteration 0F: 2 clusters Score -1.218263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -12093203.000000 Penalty: 5854.500488
	Iteration 0F: 3 clusters Score -1.20932e+07 nChanged 63612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -12129887.000000 Penalty: 5854.500488
	Iteration 1F: 3 clusters Score -1.212989e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -12130662.000000 Penalty: 5854.500488
	Iteration 2Q: 3 clusters Score -1.213066e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -12131799.000000 Penalty: 5854.500488
	Iteration 3Q: 3 clusters Score -1.21318e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -12133744.000000 Penalty: 5854.500488
	Iteration 4Q: 3 clusters Score -1.213374e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -12137315.000000 Penalty: 5854.500488
	Iteration 5F: 3 clusters Score -1.213732e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -12143581.000000 Penalty: 5854.500488
	Iteration 6F: 3 clusters Score -1.214358e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -12153247.000000 Penalty: 5854.500488
	Iteration 7F: 3 clusters Score -1.215325e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -12164781.000000 Penalty: 5854.500488
	Iteration 8F: 3 clusters Score -1.216478e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -12173264.000000 Penalty: 5854.500488
	Iteration 9F: 3 clusters Score -1.217326e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -12177466.000000 Penalty: 5854.500488
	Iteration 10Q: 3 clusters Score -1.217747e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -12179029.000000 Penalty: 5854.500488
	Iteration 11Q: 3 clusters Score -1.217903e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -12179637.000000 Penalty: 5854.500488
	Iteration 12Q: 3 clusters Score -1.217964e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -12179849.000000 Penalty: 5854.500488
	Iteration 13Q: 3 clusters Score -1.217985e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -12179935.000000 Penalty: 5854.500488
	Iteration 14Q: 3 clusters Score -1.217994e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 133302 members 
Entering Unmasked Estep 
Score: -12179986.000000 Penalty: 5854.500488
	Iteration 15Q: 3 clusters Score -1.217999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -12180014.000000 Penalty: 5854.500488
	Iteration 16Q: 3 clusters Score -1.218001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -12180032.000000 Penalty: 5854.500488
	Iteration 17Q: 3 clusters Score -1.218003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 133325 members 
Entering Unmasked Estep 
Score: -12180051.000000 Penalty: 5854.500488
	Iteration 18Q: 3 clusters Score -1.218005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 133330 members 
Entering Unmasked Estep 
Score: -12180054.000000 Penalty: 5854.500488
	Iteration 19Q: 3 clusters Score -1.218005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -12180060.000000 Penalty: 5854.500488
	Iteration 20F: 3 clusters Score -1.218006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -12180065.000000 Penalty: 5854.500488
	Iteration 21Q: 3 clusters Score -1.218006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -12180078.000000 Penalty: 5854.500488
	Iteration 22Q: 3 clusters Score -1.218008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -12180072.000000 Penalty: 5854.500488
	Iteration 23Q: 3 clusters Score -1.218007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -12180076.000000 Penalty: 5854.500488
	Iteration 24Q: 3 clusters Score -1.218008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -12180076.000000 Penalty: 5854.500488
	Iteration 25F: 3 clusters Score -1.218008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Entering Unmasked Estep 
Score: -1949876.000000 Penalty: 2479.352295
	Iteration 0F: 2 clusters Score -1949876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1934548.000000 Penalty: 4958.704590
	Iteration 0F: 3 clusters Score -1934548 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1939803.375000 Penalty: 4958.704590
	Iteration 1F: 3 clusters Score -1939803 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1940288.375000 Penalty: 4958.704590
	Iteration 2F: 3 clusters Score -1940288 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1940732.500000 Penalty: 4958.704590
	Iteration 3Q: 3 clusters Score -1940732 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1941168.875000 Penalty: 4958.704590
	Iteration 4Q: 3 clusters Score -1941169 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1941720.750000 Penalty: 4958.704590
	Iteration 5F: 3 clusters Score -1941721 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1942361.125000 Penalty: 4958.704590
	Iteration 6F: 3 clusters Score -1942361 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1943163.125000 Penalty: 4958.704590
	Iteration 7F: 3 clusters Score -1943163 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1944140.750000 Penalty: 4958.704590
	Iteration 8F: 3 clusters Score -1944141 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1945205.250000 Penalty: 4958.704590
	Iteration 9F: 3 clusters Score -1945205 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1946069.625000 Penalty: 4958.704590
	Iteration 10Q: 3 clusters Score -1946070 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1946620.000000 Penalty: 4958.704590
	Iteration 11Q: 3 clusters Score -1946620 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1946949.125000 Penalty: 4958.704590
	Iteration 12Q: 3 clusters Score -1946949 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1947144.625000 Penalty: 4958.704590
	Iteration 13Q: 3 clusters Score -1947145 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1947276.250000 Penalty: 4958.704590
	Iteration 14Q: 3 clusters Score -1947276 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -1947371.000000 Penalty: 4958.704590
	Iteration 15Q: 3 clusters Score -1947371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1947437.000000 Penalty: 4958.704590
	Iteration 16Q: 3 clusters Score -1947437 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1947486.750000 Penalty: 4958.704590
	Iteration 17Q: 3 clusters Score -1947487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1947535.375000 Penalty: 4958.704590
	Iteration 18Q: 3 clusters Score -1947535 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -1947571.625000 Penalty: 4958.704590
	Iteration 19Q: 3 clusters Score -1947572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1947592.000000 Penalty: 4958.704590
	Iteration 20F: 3 clusters Score -1947592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1947614.375000 Penalty: 4958.704590
	Iteration 21Q: 3 clusters Score -1947614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1947632.250000 Penalty: 4958.704590
	Iteration 22Q: 3 clusters Score -1947632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1947644.750000 Penalty: 4958.704590
	Iteration 23Q: 3 clusters Score -1947645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1947656.875000 Penalty: 4958.704590
	Iteration 24Q: 3 clusters Score -1947657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1947665.125000 Penalty: 4958.704590
	Iteration 25Q: 3 clusters Score -1947665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -1947670.375000 Penalty: 4958.704590
	Iteration 26Q: 3 clusters Score -1947670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1947676.375000 Penalty: 4958.704590
	Iteration 27Q: 3 clusters Score -1947676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1947686.000000 Penalty: 4958.704590
	Iteration 28Q: 3 clusters Score -1947686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1947689.375000 Penalty: 4958.704590
	Iteration 29Q: 3 clusters Score -1947689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1947691.500000 Penalty: 4958.704590
	Iteration 30Q: 3 clusters Score -1947692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1947704.625000 Penalty: 4958.704590
	Iteration 31Q: 3 clusters Score -1947705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1947717.750000 Penalty: 4958.704590
	Iteration 32Q: 3 clusters Score -1947718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -1947727.625000 Penalty: 4958.704590
	Iteration 33Q: 3 clusters Score -1947728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1947742.750000 Penalty: 4958.704590
	Iteration 34Q: 3 clusters Score -1947743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -1947748.500000 Penalty: 4958.704590
	Iteration 35Q: 3 clusters Score -1947748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1947752.750000 Penalty: 4958.704590
	Iteration 36Q: 3 clusters Score -1947753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1947758.750000 Penalty: 4958.704590
	Iteration 37Q: 3 clusters Score -1947759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1947760.625000 Penalty: 4958.704590
	Iteration 38Q: 3 clusters Score -1947761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -1947762.875000 Penalty: 4958.704590
	Iteration 39Q: 3 clusters Score -1947763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1947761.625000 Penalty: 4958.704590
	Iteration 40F: 3 clusters Score -1947762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1947765.000000 Penalty: 4958.704590
	Iteration 41Q: 3 clusters Score -1947765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1947762.750000 Penalty: 4958.704590
	Iteration 42Q: 3 clusters Score -1947763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1947760.875000 Penalty: 4958.704590
	Iteration 43Q: 3 clusters Score -1947761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1947760.875000 Penalty: 4958.704590
	Iteration 44F: 3 clusters Score -1947761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (208080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208080 members 
Entering Unmasked Estep 
Score: -18276378.000000 Penalty: 3036.928223
	Iteration 0F: 2 clusters Score -1.827638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -18136622.000000 Penalty: 6073.856445
	Iteration 0F: 3 clusters Score -1.813662e+07 nChanged 99800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -18194934.000000 Penalty: 6073.856445
	Iteration 1F: 3 clusters Score -1.819493e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 109150 members 
Entering Unmasked Estep 
Score: -18196056.000000 Penalty: 6073.856445
	Iteration 2Q: 3 clusters Score -1.819606e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -18197414.000000 Penalty: 6073.856445
	Iteration 3Q: 3 clusters Score -1.819741e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -18199236.000000 Penalty: 6073.856445
	Iteration 4Q: 3 clusters Score -1.819924e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -18202390.000000 Penalty: 6073.856445
	Iteration 5Q: 3 clusters Score -1.820239e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -18208298.000000 Penalty: 6073.856445
	Iteration 6F: 3 clusters Score -1.82083e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 148648 members 
Entering Unmasked Estep 
Score: -18218480.000000 Penalty: 6073.856445
	Iteration 7F: 3 clusters Score -1.821848e+07 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -18233854.000000 Penalty: 6073.856445
	Iteration 8F: 3 clusters Score -1.823385e+07 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 185178 members 
Entering Unmasked Estep 
Score: -18251788.000000 Penalty: 6073.856445
	Iteration 9F: 3 clusters Score -1.825179e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 198656 members 
Entering Unmasked Estep 
Score: -18264864.000000 Penalty: 6073.856445
	Iteration 10F: 3 clusters Score -1.826486e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -18270816.000000 Penalty: 6073.856445
	Iteration 11Q: 3 clusters Score -1.827082e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 207055 members 
Entering Unmasked Estep 
Score: -18272696.000000 Penalty: 6073.856445
	Iteration 12Q: 3 clusters Score -1.82727e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 207641 members 
Entering Unmasked Estep 
Score: -18273278.000000 Penalty: 6073.856445
	Iteration 13Q: 3 clusters Score -1.827328e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207779 members 
Entering Unmasked Estep 
Score: -18273464.000000 Penalty: 6073.856445
	Iteration 14Q: 3 clusters Score -1.827346e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 207829 members 
Entering Unmasked Estep 
Score: -18273590.000000 Penalty: 6073.856445
	Iteration 15Q: 3 clusters Score -1.827359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207852 members 
Entering Unmasked Estep 
Score: -18273654.000000 Penalty: 6073.856445
	Iteration 16Q: 3 clusters Score -1.827365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -18273684.000000 Penalty: 6073.856445
	Iteration 17Q: 3 clusters Score -1.827368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -18273690.000000 Penalty: 6073.856445
	Iteration 18Q: 3 clusters Score -1.827369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207859 members 
Entering Unmasked Estep 
Score: -18273706.000000 Penalty: 6073.856445
	Iteration 19Q: 3 clusters Score -1.827371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 207861 members 
Entering Unmasked Estep 
Score: -18273706.000000 Penalty: 6073.856445
	Iteration 20F: 3 clusters Score -1.827371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207862 members 
Entering Unmasked Estep 
Score: -18273712.000000 Penalty: 6073.856445
	Iteration 21Q: 3 clusters Score -1.827371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207864 members 
Entering Unmasked Estep 
Score: -18273726.000000 Penalty: 6073.856445
	Iteration 22Q: 3 clusters Score -1.827373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207866 members 
Entering Unmasked Estep 
Score: -18273726.000000 Penalty: 6073.856445
	Iteration 23Q: 3 clusters Score -1.827373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207864 members 
Entering Unmasked Estep 
Score: -18273734.000000 Penalty: 6073.856445
	Iteration 24Q: 3 clusters Score -1.827373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207864 members 
Entering Unmasked Estep 
Score: -18273734.000000 Penalty: 6073.856445
	Iteration 25F: 3 clusters Score -1.827373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -505196.781250 Penalty: 2157.314209
	Iteration 0F: 2 clusters Score -505196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -500034.937500 Penalty: 4314.628418
	Iteration 0F: 3 clusters Score -500034.9 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -501313.343750 Penalty: 4314.628418
	Iteration 1F: 3 clusters Score -501313.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -501509.906250 Penalty: 4314.628418
	Iteration 2F: 3 clusters Score -501509.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -501626.281250 Penalty: 4314.628418
	Iteration 3Q: 3 clusters Score -501626.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -501715.937500 Penalty: 4314.628418
	Iteration 4Q: 3 clusters Score -501715.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -501793.625000 Penalty: 4314.628418
	Iteration 5Q: 3 clusters Score -501793.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -501844.500000 Penalty: 4314.628418
	Iteration 6Q: 3 clusters Score -501844.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -501886.281250 Penalty: 4314.628418
	Iteration 7Q: 3 clusters Score -501886.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -501928.156250 Penalty: 4314.628418
	Iteration 8Q: 3 clusters Score -501928.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -501973.218750 Penalty: 4314.628418
	Iteration 9Q: 3 clusters Score -501973.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -502016.625000 Penalty: 4314.628418
	Iteration 10Q: 3 clusters Score -502016.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -502062.687500 Penalty: 4314.628418
	Iteration 11Q: 3 clusters Score -502062.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -502105.031250 Penalty: 4314.628418
	Iteration 12Q: 3 clusters Score -502105 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -502151.687500 Penalty: 4314.628418
	Iteration 13Q: 3 clusters Score -502151.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -502199.093750 Penalty: 4314.628418
	Iteration 14Q: 3 clusters Score -502199.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -502251.968750 Penalty: 4314.628418
	Iteration 15Q: 3 clusters Score -502252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -502297.281250 Penalty: 4314.628418
	Iteration 16Q: 3 clusters Score -502297.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -502350.031250 Penalty: 4314.628418
	Iteration 17Q: 3 clusters Score -502350 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -502402.312500 Penalty: 4314.628418
	Iteration 18Q: 3 clusters Score -502402.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -502478.593750 Penalty: 4314.628418
	Iteration 19Q: 3 clusters Score -502478.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -502573.125000 Penalty: 4314.628418
	Iteration 20F: 3 clusters Score -502573.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -502678.062500 Penalty: 4314.628418
	Iteration 21Q: 3 clusters Score -502678.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -502753.312500 Penalty: 4314.628418
	Iteration 22Q: 3 clusters Score -502753.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -502811.031250 Penalty: 4314.628418
	Iteration 23Q: 3 clusters Score -502811 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -502869.343750 Penalty: 4314.628418
	Iteration 24Q: 3 clusters Score -502869.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -502931.187500 Penalty: 4314.628418
	Iteration 25Q: 3 clusters Score -502931.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -502991.000000 Penalty: 4314.628418
	Iteration 26Q: 3 clusters Score -502991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -503042.750000 Penalty: 4314.628418
	Iteration 27Q: 3 clusters Score -503042.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -503095.875000 Penalty: 4314.628418
	Iteration 28Q: 3 clusters Score -503095.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -503135.437500 Penalty: 4314.628418
	Iteration 29Q: 3 clusters Score -503135.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -503183.125000 Penalty: 4314.628418
	Iteration 30Q: 3 clusters Score -503183.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -503230.031250 Penalty: 4314.628418
	Iteration 31Q: 3 clusters Score -503230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -503280.687500 Penalty: 4314.628418
	Iteration 32Q: 3 clusters Score -503280.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -503350.062500 Penalty: 4314.628418
	Iteration 33Q: 3 clusters Score -503350.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -503421.781250 Penalty: 4314.628418
	Iteration 34Q: 3 clusters Score -503421.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -503495.218750 Penalty: 4314.628418
	Iteration 35Q: 3 clusters Score -503495.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -503581.125000 Penalty: 4314.628418
	Iteration 36Q: 3 clusters Score -503581.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -503658.812500 Penalty: 4314.628418
	Iteration 37Q: 3 clusters Score -503658.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -503737.562500 Penalty: 4314.628418
	Iteration 38Q: 3 clusters Score -503737.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -503817.968750 Penalty: 4314.628418
	Iteration 39Q: 3 clusters Score -503818 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -503897.468750 Penalty: 4314.628418
	Iteration 40F: 3 clusters Score -503897.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -503979.375000 Penalty: 4314.628418
	Iteration 41Q: 3 clusters Score -503979.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -504048.031250 Penalty: 4314.628418
	Iteration 42Q: 3 clusters Score -504048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -504120.312500 Penalty: 4314.628418
	Iteration 43Q: 3 clusters Score -504120.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -504191.843750 Penalty: 4314.628418
	Iteration 44Q: 3 clusters Score -504191.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -504243.812500 Penalty: 4314.628418
	Iteration 45Q: 3 clusters Score -504243.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -504281.062500 Penalty: 4314.628418
	Iteration 46Q: 3 clusters Score -504281.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -504299.531250 Penalty: 4314.628418
	Iteration 47Q: 3 clusters Score -504299.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -504315.812500 Penalty: 4314.628418
	Iteration 48Q: 3 clusters Score -504315.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -504327.031250 Penalty: 4314.628418
	Iteration 49Q: 3 clusters Score -504327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -504335.031250 Penalty: 4314.628418
	Iteration 50Q: 3 clusters Score -504335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -504339.343750 Penalty: 4314.628418
	Iteration 51Q: 3 clusters Score -504339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -504345.750000 Penalty: 4314.628418
	Iteration 52Q: 3 clusters Score -504345.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -504348.843750 Penalty: 4314.628418
	Iteration 53Q: 3 clusters Score -504348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -504351.937500 Penalty: 4314.628418
	Iteration 54Q: 3 clusters Score -504351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -504351.187500 Penalty: 4314.628418
	Iteration 55Q: 3 clusters Score -504351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -504351.187500 Penalty: 4314.628418
	Iteration 56F: 3 clusters Score -504351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Entering Unmasked Estep 
Score: -8145874.500000 Penalty: 2831.183350
	Iteration 0F: 2 clusters Score -8145874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8085166.500000 Penalty: 5662.366699
	Iteration 0F: 3 clusters Score -8085166 nChanged 42797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -8109121.500000 Penalty: 5662.366699
	Iteration 1F: 3 clusters Score -8109122 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -8110364.500000 Penalty: 5662.366699
	Iteration 2Q: 3 clusters Score -8110364 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -8112342.000000 Penalty: 5662.366699
	Iteration 3F: 3 clusters Score -8112342 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -8115459.500000 Penalty: 5662.366699
	Iteration 4F: 3 clusters Score -8115460 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -8120420.500000 Penalty: 5662.366699
	Iteration 5F: 3 clusters Score -8120420 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -8126968.000000 Penalty: 5662.366699
	Iteration 6F: 3 clusters Score -8126968 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -8133812.000000 Penalty: 5662.366699
	Iteration 7F: 3 clusters Score -8133812 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -8138855.500000 Penalty: 5662.366699
	Iteration 8F: 3 clusters Score -8138856 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -8141395.500000 Penalty: 5662.366699
	Iteration 9Q: 3 clusters Score -8141396 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -8142537.500000 Penalty: 5662.366699
	Iteration 10Q: 3 clusters Score -8142538 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -8143081.000000 Penalty: 5662.366699
	Iteration 11Q: 3 clusters Score -8143081 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -8143427.000000 Penalty: 5662.366699
	Iteration 12Q: 3 clusters Score -8143427 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -8143638.000000 Penalty: 5662.366699
	Iteration 13Q: 3 clusters Score -8143638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -8143780.000000 Penalty: 5662.366699
	Iteration 14Q: 3 clusters Score -8143780 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -8143877.500000 Penalty: 5662.366699
	Iteration 15Q: 3 clusters Score -8143878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -8143958.000000 Penalty: 5662.366699
	Iteration 16Q: 3 clusters Score -8143958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
Score: -8143980.000000 Penalty: 5662.366699
	Iteration 17Q: 3 clusters Score -8143980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -8143998.500000 Penalty: 5662.366699
	Iteration 18Q: 3 clusters Score -8143998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -8144027.000000 Penalty: 5662.366699
	Iteration 19Q: 3 clusters Score -8144027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -8144078.500000 Penalty: 5662.366699
	Iteration 20F: 3 clusters Score -8144078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -8144107.000000 Penalty: 5662.366699
	Iteration 21Q: 3 clusters Score -8144107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -8144138.000000 Penalty: 5662.366699
	Iteration 22Q: 3 clusters Score -8144138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -8144153.000000 Penalty: 5662.366699
	Iteration 23Q: 3 clusters Score -8144153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -8144160.000000 Penalty: 5662.366699
	Iteration 24Q: 3 clusters Score -8144160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -8144176.000000 Penalty: 5662.366699
	Iteration 25Q: 3 clusters Score -8144176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -8144175.000000 Penalty: 5662.366699
	Iteration 26Q: 3 clusters Score -8144175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -8144183.000000 Penalty: 5662.366699
	Iteration 27Q: 3 clusters Score -8144183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -8144183.500000 Penalty: 5662.366699
	Iteration 28Q: 3 clusters Score -8144184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -8144186.500000 Penalty: 5662.366699
	Iteration 29Q: 3 clusters Score -8144186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -8144199.000000 Penalty: 5662.366699
	Iteration 30Q: 3 clusters Score -8144199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -8144202.000000 Penalty: 5662.366699
	Iteration 31Q: 3 clusters Score -8144202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -8144212.000000 Penalty: 5662.366699
	Iteration 32Q: 3 clusters Score -8144212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -8144207.500000 Penalty: 5662.366699
	Iteration 33Q: 3 clusters Score -8144208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -8144210.500000 Penalty: 5662.366699
	Iteration 34Q: 3 clusters Score -8144210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -8144223.500000 Penalty: 5662.366699
	Iteration 35Q: 3 clusters Score -8144224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -8144217.500000 Penalty: 5662.366699
	Iteration 36Q: 3 clusters Score -8144218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -8144222.000000 Penalty: 5662.366699
	Iteration 37Q: 3 clusters Score -8144222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -8144217.500000 Penalty: 5662.366699
	Iteration 38Q: 3 clusters Score -8144218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -8144220.000000 Penalty: 5662.366699
	Iteration 39Q: 3 clusters Score -8144220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -8144209.000000 Penalty: 5662.366699
	Iteration 40F: 3 clusters Score -8144209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -8144216.500000 Penalty: 5662.366699
	Iteration 41Q: 3 clusters Score -8144216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -8144215.500000 Penalty: 5662.366699
	Iteration 42Q: 3 clusters Score -8144216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -8144217.500000 Penalty: 5662.366699
	Iteration 43Q: 3 clusters Score -8144218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -8144217.500000 Penalty: 5662.366699
	Iteration 44F: 3 clusters Score -8144218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Entering Unmasked Estep 
Score: -1269687.375000 Penalty: 2370.742676
	Iteration 0F: 2 clusters Score -1269687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1259353.500000 Penalty: 4741.485352
	Iteration 0F: 3 clusters Score -1259354 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1262712.000000 Penalty: 4741.485352
	Iteration 1F: 3 clusters Score -1262712 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1263173.375000 Penalty: 4741.485352
	Iteration 2F: 3 clusters Score -1263173 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1263573.375000 Penalty: 4741.485352
	Iteration 3F: 3 clusters Score -1263573 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1263885.375000 Penalty: 4741.485352
	Iteration 4Q: 3 clusters Score -1263885 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1264140.125000 Penalty: 4741.485352
	Iteration 5Q: 3 clusters Score -1264140 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1264353.000000 Penalty: 4741.485352
	Iteration 6Q: 3 clusters Score -1264353 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1264561.750000 Penalty: 4741.485352
	Iteration 7Q: 3 clusters Score -1264562 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1264747.250000 Penalty: 4741.485352
	Iteration 8Q: 3 clusters Score -1264747 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1264962.375000 Penalty: 4741.485352
	Iteration 9Q: 3 clusters Score -1264962 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1265149.125000 Penalty: 4741.485352
	Iteration 10Q: 3 clusters Score -1265149 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1265332.625000 Penalty: 4741.485352
	Iteration 11Q: 3 clusters Score -1265333 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1265508.125000 Penalty: 4741.485352
	Iteration 12Q: 3 clusters Score -1265508 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1265693.625000 Penalty: 4741.485352
	Iteration 13Q: 3 clusters Score -1265694 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1265904.375000 Penalty: 4741.485352
	Iteration 14Q: 3 clusters Score -1265904 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1266122.500000 Penalty: 4741.485352
	Iteration 15Q: 3 clusters Score -1266122 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1266333.625000 Penalty: 4741.485352
	Iteration 16Q: 3 clusters Score -1266334 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1266526.500000 Penalty: 4741.485352
	Iteration 17Q: 3 clusters Score -1266526 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1266705.125000 Penalty: 4741.485352
	Iteration 18Q: 3 clusters Score -1266705 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1266900.500000 Penalty: 4741.485352
	Iteration 19Q: 3 clusters Score -1266900 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1267073.250000 Penalty: 4741.485352
	Iteration 20F: 3 clusters Score -1267073 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1267217.875000 Penalty: 4741.485352
	Iteration 21Q: 3 clusters Score -1267218 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1267328.125000 Penalty: 4741.485352
	Iteration 22Q: 3 clusters Score -1267328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1267419.625000 Penalty: 4741.485352
	Iteration 23Q: 3 clusters Score -1267420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1267478.750000 Penalty: 4741.485352
	Iteration 24Q: 3 clusters Score -1267479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1267525.125000 Penalty: 4741.485352
	Iteration 25Q: 3 clusters Score -1267525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1267568.000000 Penalty: 4741.485352
	Iteration 26Q: 3 clusters Score -1267568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1267597.625000 Penalty: 4741.485352
	Iteration 27Q: 3 clusters Score -1267598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1267626.250000 Penalty: 4741.485352
	Iteration 28Q: 3 clusters Score -1267626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1267641.375000 Penalty: 4741.485352
	Iteration 29Q: 3 clusters Score -1267641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1267656.000000 Penalty: 4741.485352
	Iteration 30Q: 3 clusters Score -1267656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1267665.000000 Penalty: 4741.485352
	Iteration 31Q: 3 clusters Score -1267665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1267673.125000 Penalty: 4741.485352
	Iteration 32Q: 3 clusters Score -1267673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1267678.125000 Penalty: 4741.485352
	Iteration 33Q: 3 clusters Score -1267678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1267683.125000 Penalty: 4741.485352
	Iteration 34Q: 3 clusters Score -1267683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1267686.750000 Penalty: 4741.485352
	Iteration 35Q: 3 clusters Score -1267687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1267691.875000 Penalty: 4741.485352
	Iteration 36Q: 3 clusters Score -1267692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1267694.750000 Penalty: 4741.485352
	Iteration 37Q: 3 clusters Score -1267695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1267695.750000 Penalty: 4741.485352
	Iteration 38Q: 3 clusters Score -1267696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1267695.875000 Penalty: 4741.485352
	Iteration 39Q: 3 clusters Score -1267696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1267697.625000 Penalty: 4741.485352
	Iteration 40F: 3 clusters Score -1267698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1267698.875000 Penalty: 4741.485352
	Iteration 41Q: 3 clusters Score -1267699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1267698.875000 Penalty: 4741.485352
	Iteration 42F: 3 clusters Score -1267699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (200954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200954 members 
Entering Unmasked Estep 
Score: -17923336.000000 Penalty: 3028.286133
	Iteration 0F: 2 clusters Score -1.792334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -17788612.000000 Penalty: 6056.572266
	Iteration 0F: 3 clusters Score -1.778861e+07 nChanged 96709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -17845632.000000 Penalty: 6056.572266
	Iteration 1F: 3 clusters Score -1.784563e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -17846568.000000 Penalty: 6056.572266
	Iteration 2Q: 3 clusters Score -1.784657e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -17847540.000000 Penalty: 6056.572266
	Iteration 3Q: 3 clusters Score -1.784754e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -17848602.000000 Penalty: 6056.572266
	Iteration 4Q: 3 clusters Score -1.78486e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -17849698.000000 Penalty: 6056.572266
	Iteration 5Q: 3 clusters Score -1.78497e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -17851722.000000 Penalty: 6056.572266
	Iteration 6Q: 3 clusters Score -1.785172e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -17854206.000000 Penalty: 6056.572266
	Iteration 7Q: 3 clusters Score -1.785421e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -17858016.000000 Penalty: 6056.572266
	Iteration 8Q: 3 clusters Score -1.785802e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -17863566.000000 Penalty: 6056.572266
	Iteration 9Q: 3 clusters Score -1.786357e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 129440 members 
Entering Unmasked Estep 
Score: -17871240.000000 Penalty: 6056.572266
	Iteration 10F: 3 clusters Score -1.787124e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 136834 members 
Entering Unmasked Estep 
Score: -17879124.000000 Penalty: 6056.572266
	Iteration 11F: 3 clusters Score -1.787912e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -17886646.000000 Penalty: 6056.572266
	Iteration 12F: 3 clusters Score -1.788665e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -17891652.000000 Penalty: 6056.572266
	Iteration 13Q: 3 clusters Score -1.789165e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 152239 members 
Entering Unmasked Estep 
Score: -17894526.000000 Penalty: 6056.572266
	Iteration 14Q: 3 clusters Score -1.789453e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -17896258.000000 Penalty: 6056.572266
	Iteration 15Q: 3 clusters Score -1.789626e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -17897854.000000 Penalty: 6056.572266
	Iteration 16Q: 3 clusters Score -1.789785e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -17899714.000000 Penalty: 6056.572266
	Iteration 17Q: 3 clusters Score -1.789971e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 168429 members 
Entering Unmasked Estep 
Score: -17901488.000000 Penalty: 6056.572266
	Iteration 18Q: 3 clusters Score -1.790149e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 172553 members 
Entering Unmasked Estep 
Score: -17903420.000000 Penalty: 6056.572266
	Iteration 19Q: 3 clusters Score -1.790342e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 176678 members 
Entering Unmasked Estep 
Score: -17905388.000000 Penalty: 6056.572266
	Iteration 20F: 3 clusters Score -1.790539e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 180660 members 
Entering Unmasked Estep 
Score: -17907618.000000 Penalty: 6056.572266
	Iteration 21Q: 3 clusters Score -1.790762e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 184448 members 
Entering Unmasked Estep 
Score: -17909900.000000 Penalty: 6056.572266
	Iteration 22Q: 3 clusters Score -1.79099e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 187966 members 
Entering Unmasked Estep 
Score: -17912266.000000 Penalty: 6056.572266
	Iteration 23Q: 3 clusters Score -1.791227e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 191138 members 
Entering Unmasked Estep 
Score: -17914398.000000 Penalty: 6056.572266
	Iteration 24Q: 3 clusters Score -1.79144e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 193797 members 
Entering Unmasked Estep 
Score: -17916068.000000 Penalty: 6056.572266
	Iteration 25Q: 3 clusters Score -1.791607e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 195943 members 
Entering Unmasked Estep 
Score: -17917602.000000 Penalty: 6056.572266
	Iteration 26Q: 3 clusters Score -1.79176e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 197557 members 
Entering Unmasked Estep 
Score: -17918712.000000 Penalty: 6056.572266
	Iteration 27Q: 3 clusters Score -1.791871e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -17919476.000000 Penalty: 6056.572266
	Iteration 28Q: 3 clusters Score -1.791948e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 199382 members 
Entering Unmasked Estep 
Score: -17919936.000000 Penalty: 6056.572266
	Iteration 29Q: 3 clusters Score -1.791994e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 199781 members 
Entering Unmasked Estep 
Score: -17920210.000000 Penalty: 6056.572266
	Iteration 30Q: 3 clusters Score -1.792021e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 200030 members 
Entering Unmasked Estep 
Score: -17920412.000000 Penalty: 6056.572266
	Iteration 31Q: 3 clusters Score -1.792041e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 200182 members 
Entering Unmasked Estep 
Score: -17920518.000000 Penalty: 6056.572266
	Iteration 32Q: 3 clusters Score -1.792052e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 200280 members 
Entering Unmasked Estep 
Score: -17920590.000000 Penalty: 6056.572266
	Iteration 33Q: 3 clusters Score -1.792059e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 200356 members 
Entering Unmasked Estep 
Score: -17920624.000000 Penalty: 6056.572266
	Iteration 34Q: 3 clusters Score -1.792062e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 200402 members 
Entering Unmasked Estep 
Score: -17920648.000000 Penalty: 6056.572266
	Iteration 35Q: 3 clusters Score -1.792065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 200431 members 
Entering Unmasked Estep 
Score: -17920668.000000 Penalty: 6056.572266
	Iteration 36Q: 3 clusters Score -1.792067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 200444 members 
Entering Unmasked Estep 
Score: -17920694.000000 Penalty: 6056.572266
	Iteration 37Q: 3 clusters Score -1.792069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 200456 members 
Entering Unmasked Estep 
Score: -17920720.000000 Penalty: 6056.572266
	Iteration 38Q: 3 clusters Score -1.792072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 200465 members 
Entering Unmasked Estep 
Score: -17920748.000000 Penalty: 6056.572266
	Iteration 39Q: 3 clusters Score -1.792075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 200474 members 
Entering Unmasked Estep 
Score: -17920768.000000 Penalty: 6056.572266
	Iteration 40F: 3 clusters Score -1.792077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 200481 members 
Entering Unmasked Estep 
Score: -17920772.000000 Penalty: 6056.572266
	Iteration 41Q: 3 clusters Score -1.792077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 200488 members 
Entering Unmasked Estep 
Score: -17920778.000000 Penalty: 6056.572266
	Iteration 42Q: 3 clusters Score -1.792078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 200494 members 
Entering Unmasked Estep 
Score: -17920788.000000 Penalty: 6056.572266
	Iteration 43Q: 3 clusters Score -1.792079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 200495 members 
Entering Unmasked Estep 
Score: -17920796.000000 Penalty: 6056.572266
	Iteration 44Q: 3 clusters Score -1.79208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 200496 members 
Entering Unmasked Estep 
Score: -17920792.000000 Penalty: 6056.572266
	Iteration 45Q: 3 clusters Score -1.792079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 200496 members 
Entering Unmasked Estep 
Score: -17920792.000000 Penalty: 6056.572266
	Iteration 46F: 3 clusters Score -1.792079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -318576.031250 Penalty: 2043.549927
	Iteration 0F: 2 clusters Score -318576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -314838.750000 Penalty: 4087.099854
	Iteration 0F: 3 clusters Score -314838.8 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -315756.968750 Penalty: 4087.099854
	Iteration 1F: 3 clusters Score -315757 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -315950.125000 Penalty: 4087.099854
	Iteration 2F: 3 clusters Score -315950.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -316102.562500 Penalty: 4087.099854
	Iteration 3Q: 3 clusters Score -316102.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -316233.562500 Penalty: 4087.099854
	Iteration 4Q: 3 clusters Score -316233.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -316352.812500 Penalty: 4087.099854
	Iteration 5Q: 3 clusters Score -316352.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -316457.781250 Penalty: 4087.099854
	Iteration 6Q: 3 clusters Score -316457.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -316559.937500 Penalty: 4087.099854
	Iteration 7Q: 3 clusters Score -316559.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -316642.218750 Penalty: 4087.099854
	Iteration 8Q: 3 clusters Score -316642.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -316721.968750 Penalty: 4087.099854
	Iteration 9Q: 3 clusters Score -316722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -316779.468750 Penalty: 4087.099854
	Iteration 10Q: 3 clusters Score -316779.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -316852.343750 Penalty: 4087.099854
	Iteration 11Q: 3 clusters Score -316852.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -316912.093750 Penalty: 4087.099854
	Iteration 12Q: 3 clusters Score -316912.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -316970.562500 Penalty: 4087.099854
	Iteration 13Q: 3 clusters Score -316970.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -317026.062500 Penalty: 4087.099854
	Iteration 14Q: 3 clusters Score -317026.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -317068.031250 Penalty: 4087.099854
	Iteration 15Q: 3 clusters Score -317068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -317106.000000 Penalty: 4087.099854
	Iteration 16Q: 3 clusters Score -317106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -317137.062500 Penalty: 4087.099854
	Iteration 17Q: 3 clusters Score -317137.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -317170.906250 Penalty: 4087.099854
	Iteration 18Q: 3 clusters Score -317170.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -317197.500000 Penalty: 4087.099854
	Iteration 19Q: 3 clusters Score -317197.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -317224.687500 Penalty: 4087.099854
	Iteration 20F: 3 clusters Score -317224.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -317258.562500 Penalty: 4087.099854
	Iteration 21Q: 3 clusters Score -317258.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -317285.562500 Penalty: 4087.099854
	Iteration 22Q: 3 clusters Score -317285.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -317302.843750 Penalty: 4087.099854
	Iteration 23Q: 3 clusters Score -317302.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -317313.625000 Penalty: 4087.099854
	Iteration 24Q: 3 clusters Score -317313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -317320.437500 Penalty: 4087.099854
	Iteration 25Q: 3 clusters Score -317320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -317328.125000 Penalty: 4087.099854
	Iteration 26Q: 3 clusters Score -317328.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -317340.156250 Penalty: 4087.099854
	Iteration 27Q: 3 clusters Score -317340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -317346.531250 Penalty: 4087.099854
	Iteration 28Q: 3 clusters Score -317346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -317350.312500 Penalty: 4087.099854
	Iteration 29Q: 3 clusters Score -317350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -317353.343750 Penalty: 4087.099854
	Iteration 30Q: 3 clusters Score -317353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -317354.843750 Penalty: 4087.099854
	Iteration 31Q: 3 clusters Score -317354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -317354.968750 Penalty: 4087.099854
	Iteration 32Q: 3 clusters Score -317355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -317356.781250 Penalty: 4087.099854
	Iteration 33Q: 3 clusters Score -317356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -317357.562500 Penalty: 4087.099854
	Iteration 34Q: 3 clusters Score -317357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -317358.718750 Penalty: 4087.099854
	Iteration 35Q: 3 clusters Score -317358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -317360.625000 Penalty: 4087.099854
	Iteration 36Q: 3 clusters Score -317360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -317362.406250 Penalty: 4087.099854
	Iteration 37Q: 3 clusters Score -317362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -317363.843750 Penalty: 4087.099854
	Iteration 38Q: 3 clusters Score -317363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -317367.875000 Penalty: 4087.099854
	Iteration 39Q: 3 clusters Score -317367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -317372.500000 Penalty: 4087.099854
	Iteration 40F: 3 clusters Score -317372.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -317379.218750 Penalty: 4087.099854
	Iteration 41Q: 3 clusters Score -317379.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -317385.250000 Penalty: 4087.099854
	Iteration 42Q: 3 clusters Score -317385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -317393.093750 Penalty: 4087.099854
	Iteration 43Q: 3 clusters Score -317393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -317399.062500 Penalty: 4087.099854
	Iteration 44Q: 3 clusters Score -317399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -317412.031250 Penalty: 4087.099854
	Iteration 45Q: 3 clusters Score -317412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -317427.125000 Penalty: 4087.099854
	Iteration 46Q: 3 clusters Score -317427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -317438.718750 Penalty: 4087.099854
	Iteration 47Q: 3 clusters Score -317438.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -317452.093750 Penalty: 4087.099854
	Iteration 48Q: 3 clusters Score -317452.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -317463.937500 Penalty: 4087.099854
	Iteration 49Q: 3 clusters Score -317463.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -317475.687500 Penalty: 4087.099854
	Iteration 50Q: 3 clusters Score -317475.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -317485.187500 Penalty: 4087.099854
	Iteration 51Q: 3 clusters Score -317485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -317503.687500 Penalty: 4087.099854
	Iteration 52Q: 3 clusters Score -317503.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -317538.281250 Penalty: 4087.099854
	Iteration 53Q: 3 clusters Score -317538.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -317600.718750 Penalty: 4087.099854
	Iteration 54Q: 3 clusters Score -317600.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -317676.312500 Penalty: 4087.099854
	Iteration 55Q: 3 clusters Score -317676.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -317733.031250 Penalty: 4087.099854
	Iteration 56Q: 3 clusters Score -317733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -317785.468750 Penalty: 4087.099854
	Iteration 57Q: 3 clusters Score -317785.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -317812.000000 Penalty: 4087.099854
	Iteration 58Q: 3 clusters Score -317812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -317823.843750 Penalty: 4087.099854
	Iteration 59Q: 3 clusters Score -317823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -317831.937500 Penalty: 4087.099854
	Iteration 60F: 3 clusters Score -317831.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -317837.281250 Penalty: 4087.099854
	Iteration 61Q: 3 clusters Score -317837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -317840.843750 Penalty: 4087.099854
	Iteration 62Q: 3 clusters Score -317840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -317842.656250 Penalty: 4087.099854
	Iteration 63Q: 3 clusters Score -317842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -317843.968750 Penalty: 4087.099854
	Iteration 64Q: 3 clusters Score -317844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -317843.968750 Penalty: 4087.099854
	Iteration 65F: 3 clusters Score -317844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Entering Unmasked Estep 
Score: -2201031.250000 Penalty: 2505.135986
	Iteration 0F: 2 clusters Score -2201031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2184189.000000 Penalty: 5010.271973
	Iteration 0F: 3 clusters Score -2184189 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2190084.750000 Penalty: 5010.271973
	Iteration 1F: 3 clusters Score -2190085 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2190613.500000 Penalty: 5010.271973
	Iteration 2F: 3 clusters Score -2190614 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2191147.500000 Penalty: 5010.271973
	Iteration 3F: 3 clusters Score -2191148 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2191650.250000 Penalty: 5010.271973
	Iteration 4Q: 3 clusters Score -2191650 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2192060.500000 Penalty: 5010.271973
	Iteration 5Q: 3 clusters Score -2192060 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2192491.250000 Penalty: 5010.271973
	Iteration 6Q: 3 clusters Score -2192491 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2192994.000000 Penalty: 5010.271973
	Iteration 7Q: 3 clusters Score -2192994 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2193627.500000 Penalty: 5010.271973
	Iteration 8Q: 3 clusters Score -2193628 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2194368.750000 Penalty: 5010.271973
	Iteration 9F: 3 clusters Score -2194369 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2195203.750000 Penalty: 5010.271973
	Iteration 10F: 3 clusters Score -2195204 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2196108.750000 Penalty: 5010.271973
	Iteration 11F: 3 clusters Score -2196109 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2196915.250000 Penalty: 5010.271973
	Iteration 12Q: 3 clusters Score -2196915 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2197686.500000 Penalty: 5010.271973
	Iteration 13Q: 3 clusters Score -2197686 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2198316.500000 Penalty: 5010.271973
	Iteration 14Q: 3 clusters Score -2198316 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2198830.750000 Penalty: 5010.271973
	Iteration 15Q: 3 clusters Score -2198831 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2199214.250000 Penalty: 5010.271973
	Iteration 16Q: 3 clusters Score -2199214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2199390.250000 Penalty: 5010.271973
	Iteration 17Q: 3 clusters Score -2199390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2199473.750000 Penalty: 5010.271973
	Iteration 18Q: 3 clusters Score -2199474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2199506.250000 Penalty: 5010.271973
	Iteration 19Q: 3 clusters Score -2199506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2199527.000000 Penalty: 5010.271973
	Iteration 20F: 3 clusters Score -2199527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2199539.000000 Penalty: 5010.271973
	Iteration 21Q: 3 clusters Score -2199539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2199540.250000 Penalty: 5010.271973
	Iteration 22Q: 3 clusters Score -2199540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2199545.000000 Penalty: 5010.271973
	Iteration 23Q: 3 clusters Score -2199545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2199544.000000 Penalty: 5010.271973
	Iteration 24Q: 3 clusters Score -2199544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2199547.000000 Penalty: 5010.271973
	Iteration 25Q: 3 clusters Score -2199547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2199547.000000 Penalty: 5010.271973
	Iteration 26Q: 3 clusters Score -2199547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2199548.000000 Penalty: 5010.271973
	Iteration 27Q: 3 clusters Score -2199548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2199549.000000 Penalty: 5010.271973
	Iteration 28Q: 3 clusters Score -2199549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2199550.250000 Penalty: 5010.271973
	Iteration 29Q: 3 clusters Score -2199550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2199550.250000 Penalty: 5010.271973
	Iteration 30F: 3 clusters Score -2199550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -288437.250000 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -288437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -284563.625000 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -284563.6 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -285634.281250 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -285634.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -286065.750000 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -286065.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -286458.312500 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -286458.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -286788.937500 Penalty: 4120.132324
	Iteration 4F: 3 clusters Score -286788.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -287045.343750 Penalty: 4120.132324
	Iteration 5F: 3 clusters Score -287045.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -287231.031250 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -287231 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -287346.656250 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -287346.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -287423.187500 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -287423.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -287459.875000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -287459.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -287484.406250 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -287484.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -287496.687500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -287496.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -287505.187500 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -287505.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -287514.812500 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -287514.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -287524.437500 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -287524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -287530.625000 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -287530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -287538.531250 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -287538.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -287544.843750 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -287544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -287548.875000 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -287548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -287550.562500 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -287550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -287553.593750 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -287553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -287555.593750 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -287555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -287557.125000 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -287557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -287558.750000 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -287558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -287561.218750 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -287561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -287561.937500 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -287561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -287562.312500 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -287562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -287562.687500 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -287562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -287562.687500 Penalty: 4120.132324
	Iteration 28F: 3 clusters Score -287562.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -180649.625000 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -180649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -177889.250000 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -177889.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -178491.546875 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -178491.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -178665.546875 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -178665.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -178753.953125 Penalty: 3820.691895
	Iteration 3Q: 3 clusters Score -178754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -178806.437500 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -178806.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -178843.640625 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -178843.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -178870.171875 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -178870.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -178902.375000 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -178902.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -178932.171875 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -178932.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -178958.828125 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -178958.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -178984.937500 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -178984.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -179005.187500 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -179005.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -179020.312500 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -179020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -179033.390625 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -179033.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -179050.078125 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -179050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -179068.609375 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -179068.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -179088.140625 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -179088.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -179099.203125 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -179099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -179111.765625 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -179111.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -179129.265625 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -179129.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -179143.078125 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -179143.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -179153.968750 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -179154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -179167.906250 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -179167.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -179181.640625 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -179181.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -179198.609375 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -179198.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -179211.171875 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -179211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -179222.265625 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -179222.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -179232.546875 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -179232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -179241.046875 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -179241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -179245.031250 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -179245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -179249.171875 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -179249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -179252.078125 Penalty: 3820.691895
	Iteration 31Q: 3 clusters Score -179252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -179255.546875 Penalty: 3820.691895
	Iteration 32Q: 3 clusters Score -179255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -179257.156250 Penalty: 3820.691895
	Iteration 33Q: 3 clusters Score -179257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -179260.953125 Penalty: 3820.691895
	Iteration 34Q: 3 clusters Score -179261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -179270.046875 Penalty: 3820.691895
	Iteration 35Q: 3 clusters Score -179270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -179274.468750 Penalty: 3820.691895
	Iteration 36Q: 3 clusters Score -179274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -179279.046875 Penalty: 3820.691895
	Iteration 37Q: 3 clusters Score -179279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -179287.875000 Penalty: 3820.691895
	Iteration 38Q: 3 clusters Score -179287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -179293.593750 Penalty: 3820.691895
	Iteration 39Q: 3 clusters Score -179293.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -179299.906250 Penalty: 3820.691895
	Iteration 40F: 3 clusters Score -179299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -179305.671875 Penalty: 3820.691895
	Iteration 41Q: 3 clusters Score -179305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -179309.843750 Penalty: 3820.691895
	Iteration 42Q: 3 clusters Score -179309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -179317.734375 Penalty: 3820.691895
	Iteration 43Q: 3 clusters Score -179317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -179325.437500 Penalty: 3820.691895
	Iteration 44Q: 3 clusters Score -179325.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -179332.093750 Penalty: 3820.691895
	Iteration 45Q: 3 clusters Score -179332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -179342.296875 Penalty: 3820.691895
	Iteration 46Q: 3 clusters Score -179342.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -179356.500000 Penalty: 3820.691895
	Iteration 47Q: 3 clusters Score -179356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -179363.093750 Penalty: 3820.691895
	Iteration 48Q: 3 clusters Score -179363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -179368.921875 Penalty: 3820.691895
	Iteration 49Q: 3 clusters Score -179368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -179371.906250 Penalty: 3820.691895
	Iteration 50Q: 3 clusters Score -179371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -179373.750000 Penalty: 3820.691895
	Iteration 51Q: 3 clusters Score -179373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -179378.328125 Penalty: 3820.691895
	Iteration 52Q: 3 clusters Score -179378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -179385.234375 Penalty: 3820.691895
	Iteration 53Q: 3 clusters Score -179385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -179394.140625 Penalty: 3820.691895
	Iteration 54Q: 3 clusters Score -179394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -179405.843750 Penalty: 3820.691895
	Iteration 55Q: 3 clusters Score -179405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -179427.078125 Penalty: 3820.691895
	Iteration 56Q: 3 clusters Score -179427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -179461.515625 Penalty: 3820.691895
	Iteration 57Q: 3 clusters Score -179461.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -179497.750000 Penalty: 3820.691895
	Iteration 58Q: 3 clusters Score -179497.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -179535.953125 Penalty: 3820.691895
	Iteration 59Q: 3 clusters Score -179536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -179590.093750 Penalty: 3820.691895
	Iteration 60F: 3 clusters Score -179590.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -179623.359375 Penalty: 3820.691895
	Iteration 61Q: 3 clusters Score -179623.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -179650.984375 Penalty: 3820.691895
	Iteration 62Q: 3 clusters Score -179651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -179668.750000 Penalty: 3820.691895
	Iteration 63Q: 3 clusters Score -179668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -179682.593750 Penalty: 3820.691895
	Iteration 64Q: 3 clusters Score -179682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -179690.031250 Penalty: 3820.691895
	Iteration 65Q: 3 clusters Score -179690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -179701.750000 Penalty: 3820.691895
	Iteration 66Q: 3 clusters Score -179701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -179711.156250 Penalty: 3820.691895
	Iteration 67Q: 3 clusters Score -179711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -179719.593750 Penalty: 3820.691895
	Iteration 68Q: 3 clusters Score -179719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -179728.750000 Penalty: 3820.691895
	Iteration 69Q: 3 clusters Score -179728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -179734.312500 Penalty: 3820.691895
	Iteration 70Q: 3 clusters Score -179734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -179737.812500 Penalty: 3820.691895
	Iteration 71Q: 3 clusters Score -179737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -179745.062500 Penalty: 3820.691895
	Iteration 72Q: 3 clusters Score -179745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -179748.703125 Penalty: 3820.691895
	Iteration 73Q: 3 clusters Score -179748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -179752.328125 Penalty: 3820.691895
	Iteration 74Q: 3 clusters Score -179752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -179754.187500 Penalty: 3820.691895
	Iteration 75Q: 3 clusters Score -179754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -179754.187500 Penalty: 3820.691895
	Iteration 76F: 3 clusters Score -179754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Entering Unmasked Estep 
Score: -1663917.875000 Penalty: 2465.314209
	Iteration 0F: 2 clusters Score -1663918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1649371.375000 Penalty: 4930.628418
	Iteration 0F: 3 clusters Score -1649371 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1654329.750000 Penalty: 4930.628418
	Iteration 1F: 3 clusters Score -1654330 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1654767.875000 Penalty: 4930.628418
	Iteration 2F: 3 clusters Score -1654768 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1655167.875000 Penalty: 4930.628418
	Iteration 3Q: 3 clusters Score -1655168 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1655612.625000 Penalty: 4930.628418
	Iteration 4Q: 3 clusters Score -1655613 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1656216.375000 Penalty: 4930.628418
	Iteration 5F: 3 clusters Score -1656216 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1657035.000000 Penalty: 4930.628418
	Iteration 6F: 3 clusters Score -1657035 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1657986.750000 Penalty: 4930.628418
	Iteration 7F: 3 clusters Score -1657987 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1658972.125000 Penalty: 4930.628418
	Iteration 8F: 3 clusters Score -1658972 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1659938.875000 Penalty: 4930.628418
	Iteration 9F: 3 clusters Score -1659939 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1660711.375000 Penalty: 4930.628418
	Iteration 10Q: 3 clusters Score -1660711 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1661155.000000 Penalty: 4930.628418
	Iteration 11Q: 3 clusters Score -1661155 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -1661444.875000 Penalty: 4930.628418
	Iteration 12Q: 3 clusters Score -1661445 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1661588.625000 Penalty: 4930.628418
	Iteration 13Q: 3 clusters Score -1661589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1661666.250000 Penalty: 4930.628418
	Iteration 14Q: 3 clusters Score -1661666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1661711.125000 Penalty: 4930.628418
	Iteration 15Q: 3 clusters Score -1661711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1661748.375000 Penalty: 4930.628418
	Iteration 16Q: 3 clusters Score -1661748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1661775.500000 Penalty: 4930.628418
	Iteration 17Q: 3 clusters Score -1661776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1661789.625000 Penalty: 4930.628418
	Iteration 18Q: 3 clusters Score -1661790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1661794.500000 Penalty: 4930.628418
	Iteration 19Q: 3 clusters Score -1661794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1661805.500000 Penalty: 4930.628418
	Iteration 20F: 3 clusters Score -1661806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1661815.875000 Penalty: 4930.628418
	Iteration 21Q: 3 clusters Score -1661816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1661822.875000 Penalty: 4930.628418
	Iteration 22Q: 3 clusters Score -1661823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1661834.500000 Penalty: 4930.628418
	Iteration 23Q: 3 clusters Score -1661834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1661836.375000 Penalty: 4930.628418
	Iteration 24Q: 3 clusters Score -1661836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1661837.125000 Penalty: 4930.628418
	Iteration 25Q: 3 clusters Score -1661837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -1661839.000000 Penalty: 4930.628418
	Iteration 26Q: 3 clusters Score -1661839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -1661838.125000 Penalty: 4930.628418
	Iteration 27Q: 3 clusters Score -1661838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1661839.375000 Penalty: 4930.628418
	Iteration 28Q: 3 clusters Score -1661839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1661838.625000 Penalty: 4930.628418
	Iteration 29Q: 3 clusters Score -1661839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1661841.375000 Penalty: 4930.628418
	Iteration 30Q: 3 clusters Score -1661841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1661842.750000 Penalty: 4930.628418
	Iteration 31Q: 3 clusters Score -1661843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1661843.750000 Penalty: 4930.628418
	Iteration 32Q: 3 clusters Score -1661844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1661843.375000 Penalty: 4930.628418
	Iteration 33Q: 3 clusters Score -1661843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1661842.875000 Penalty: 4930.628418
	Iteration 34Q: 3 clusters Score -1661843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1661845.125000 Penalty: 4930.628418
	Iteration 35Q: 3 clusters Score -1661845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1661845.125000 Penalty: 4930.628418
	Iteration 36F: 3 clusters Score -1661845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Entering Unmasked Estep 
Score: -1017392.250000 Penalty: 2314.079102
	Iteration 0F: 2 clusters Score -1017392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1008882.500000 Penalty: 4628.158203
	Iteration 0F: 3 clusters Score -1008882 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1011391.875000 Penalty: 4628.158203
	Iteration 1F: 3 clusters Score -1011392 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1011624.625000 Penalty: 4628.158203
	Iteration 2F: 3 clusters Score -1011625 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1011797.000000 Penalty: 4628.158203
	Iteration 3Q: 3 clusters Score -1011797 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1011950.812500 Penalty: 4628.158203
	Iteration 4Q: 3 clusters Score -1011951 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1012076.750000 Penalty: 4628.158203
	Iteration 5Q: 3 clusters Score -1012077 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1012181.062500 Penalty: 4628.158203
	Iteration 6Q: 3 clusters Score -1012181 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1012252.375000 Penalty: 4628.158203
	Iteration 7Q: 3 clusters Score -1012252 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1012320.187500 Penalty: 4628.158203
	Iteration 8Q: 3 clusters Score -1012320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1012393.062500 Penalty: 4628.158203
	Iteration 9Q: 3 clusters Score -1012393 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1012461.375000 Penalty: 4628.158203
	Iteration 10Q: 3 clusters Score -1012461 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1012538.812500 Penalty: 4628.158203
	Iteration 11Q: 3 clusters Score -1012539 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1012622.250000 Penalty: 4628.158203
	Iteration 12Q: 3 clusters Score -1012622 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1012719.437500 Penalty: 4628.158203
	Iteration 13Q: 3 clusters Score -1012719 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1012832.562500 Penalty: 4628.158203
	Iteration 14Q: 3 clusters Score -1012833 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1012985.562500 Penalty: 4628.158203
	Iteration 15Q: 3 clusters Score -1012986 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1013171.687500 Penalty: 4628.158203
	Iteration 16Q: 3 clusters Score -1013172 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1013390.062500 Penalty: 4628.158203
	Iteration 17Q: 3 clusters Score -1013390 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1013659.687500 Penalty: 4628.158203
	Iteration 18Q: 3 clusters Score -1013660 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1013954.937500 Penalty: 4628.158203
	Iteration 19Q: 3 clusters Score -1013955 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1014232.875000 Penalty: 4628.158203
	Iteration 20F: 3 clusters Score -1014233 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1014478.812500 Penalty: 4628.158203
	Iteration 21Q: 3 clusters Score -1014479 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1014670.125000 Penalty: 4628.158203
	Iteration 22Q: 3 clusters Score -1014670 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1014828.500000 Penalty: 4628.158203
	Iteration 23Q: 3 clusters Score -1014828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1014952.937500 Penalty: 4628.158203
	Iteration 24Q: 3 clusters Score -1014953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1015045.750000 Penalty: 4628.158203
	Iteration 25Q: 3 clusters Score -1015046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1015112.562500 Penalty: 4628.158203
	Iteration 26Q: 3 clusters Score -1015113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1015151.750000 Penalty: 4628.158203
	Iteration 27Q: 3 clusters Score -1015152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1015185.187500 Penalty: 4628.158203
	Iteration 28Q: 3 clusters Score -1015185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1015216.437500 Penalty: 4628.158203
	Iteration 29Q: 3 clusters Score -1015216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1015249.375000 Penalty: 4628.158203
	Iteration 30Q: 3 clusters Score -1015249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1015262.250000 Penalty: 4628.158203
	Iteration 31Q: 3 clusters Score -1015262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1015278.000000 Penalty: 4628.158203
	Iteration 32Q: 3 clusters Score -1015278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1015295.937500 Penalty: 4628.158203
	Iteration 33Q: 3 clusters Score -1015296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1015311.875000 Penalty: 4628.158203
	Iteration 34Q: 3 clusters Score -1015312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1015323.937500 Penalty: 4628.158203
	Iteration 35Q: 3 clusters Score -1015324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1015336.687500 Penalty: 4628.158203
	Iteration 36Q: 3 clusters Score -1015337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1015344.062500 Penalty: 4628.158203
	Iteration 37Q: 3 clusters Score -1015344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1015354.562500 Penalty: 4628.158203
	Iteration 38Q: 3 clusters Score -1015355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1015361.625000 Penalty: 4628.158203
	Iteration 39Q: 3 clusters Score -1015362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1015361.937500 Penalty: 4628.158203
	Iteration 40F: 3 clusters Score -1015362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1015365.125000 Penalty: 4628.158203
	Iteration 41Q: 3 clusters Score -1015365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1015364.437500 Penalty: 4628.158203
	Iteration 42Q: 3 clusters Score -1015364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1015371.250000 Penalty: 4628.158203
	Iteration 43Q: 3 clusters Score -1015371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1015373.000000 Penalty: 4628.158203
	Iteration 44Q: 3 clusters Score -1015373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1015377.812500 Penalty: 4628.158203
	Iteration 45Q: 3 clusters Score -1015378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1015380.750000 Penalty: 4628.158203
	Iteration 46Q: 3 clusters Score -1015381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1015382.000000 Penalty: 4628.158203
	Iteration 47Q: 3 clusters Score -1015382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1015386.187500 Penalty: 4628.158203
	Iteration 48Q: 3 clusters Score -1015386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1015385.687500 Penalty: 4628.158203
	Iteration 49Q: 3 clusters Score -1015386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1015386.812500 Penalty: 4628.158203
	Iteration 50Q: 3 clusters Score -1015387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1015387.937500 Penalty: 4628.158203
	Iteration 51Q: 3 clusters Score -1015388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1015388.562500 Penalty: 4628.158203
	Iteration 52Q: 3 clusters Score -1015389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1015388.562500 Penalty: 4628.158203
	Iteration 53F: 3 clusters Score -1015389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -983166.750000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -983166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -974479.937500 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -974479.9 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -977274.562500 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -977274.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -977944.750000 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -977944.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -978669.375000 Penalty: 4644.121094
	Iteration 3F: 3 clusters Score -978669.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -979485.687500 Penalty: 4644.121094
	Iteration 4F: 3 clusters Score -979485.7 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -980233.125000 Penalty: 4644.121094
	Iteration 5F: 3 clusters Score -980233.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -980882.187500 Penalty: 4644.121094
	Iteration 6F: 3 clusters Score -980882.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -981346.500000 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -981346.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -981614.937500 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -981614.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -981813.312500 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -981813.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -981971.125000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -981971.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -982087.812500 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -982087.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -982177.437500 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -982177.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -982247.687500 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -982247.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -982314.062500 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -982314.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -982360.187500 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -982360.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -982403.437500 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -982403.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -982425.687500 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -982425.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -982447.500000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -982447.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -982462.312500 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -982462.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -982478.562500 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -982478.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -982487.187500 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -982487.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -982489.187500 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -982489.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -982496.125000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -982496.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -982500.812500 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -982500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -982506.625000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -982506.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -982511.437500 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -982511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -982515.187500 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -982515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -982516.812500 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -982516.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -982519.562500 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -982519.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -982520.875000 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -982520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -982523.750000 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -982523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -982524.937500 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -982524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -982528.312500 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -982528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -982526.875000 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -982526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -982526.250000 Penalty: 4644.121094
	Iteration 35Q: 3 clusters Score -982526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -982528.312500 Penalty: 4644.121094
	Iteration 36Q: 3 clusters Score -982528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -982530.812500 Penalty: 4644.121094
	Iteration 37Q: 3 clusters Score -982530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -982532.687500 Penalty: 4644.121094
	Iteration 38Q: 3 clusters Score -982532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -982533.000000 Penalty: 4644.121094
	Iteration 39Q: 3 clusters Score -982533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -982533.500000 Penalty: 4644.121094
	Iteration 40F: 3 clusters Score -982533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -982533.437500 Penalty: 4644.121094
	Iteration 41Q: 3 clusters Score -982533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -982534.375000 Penalty: 4644.121094
	Iteration 42Q: 3 clusters Score -982534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -982533.687500 Penalty: 4644.121094
	Iteration 43Q: 3 clusters Score -982533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -982534.562500 Penalty: 4644.121094
	Iteration 44Q: 3 clusters Score -982534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -982534.937500 Penalty: 4644.121094
	Iteration 45Q: 3 clusters Score -982534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -982535.437500 Penalty: 4644.121094
	Iteration 46Q: 3 clusters Score -982535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -982534.625000 Penalty: 4644.121094
	Iteration 47Q: 3 clusters Score -982534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -982534.000000 Penalty: 4644.121094
	Iteration 48Q: 3 clusters Score -982534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -982534.250000 Penalty: 4644.121094
	Iteration 49Q: 3 clusters Score -982534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -982534.250000 Penalty: 4644.121094
	Iteration 50F: 3 clusters Score -982534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Entering Unmasked Estep 
Score: -1453840.125000 Penalty: 2416.168457
	Iteration 0F: 2 clusters Score -1453840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1441701.625000 Penalty: 4832.336914
	Iteration 0F: 3 clusters Score -1441702 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1445716.375000 Penalty: 4832.336914
	Iteration 1F: 3 clusters Score -1445716 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1446311.625000 Penalty: 4832.336914
	Iteration 2F: 3 clusters Score -1446312 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1446928.000000 Penalty: 4832.336914
	Iteration 3F: 3 clusters Score -1446928 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1447561.625000 Penalty: 4832.336914
	Iteration 4F: 3 clusters Score -1447562 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1448210.375000 Penalty: 4832.336914
	Iteration 5F: 3 clusters Score -1448210 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1448873.375000 Penalty: 4832.336914
	Iteration 6F: 3 clusters Score -1448873 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1449475.625000 Penalty: 4832.336914
	Iteration 7F: 3 clusters Score -1449476 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1449990.500000 Penalty: 4832.336914
	Iteration 8Q: 3 clusters Score -1449990 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1450464.375000 Penalty: 4832.336914
	Iteration 9Q: 3 clusters Score -1450464 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1450895.375000 Penalty: 4832.336914
	Iteration 10Q: 3 clusters Score -1450895 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1451235.500000 Penalty: 4832.336914
	Iteration 11Q: 3 clusters Score -1451236 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1451474.250000 Penalty: 4832.336914
	Iteration 12Q: 3 clusters Score -1451474 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1451641.625000 Penalty: 4832.336914
	Iteration 13Q: 3 clusters Score -1451642 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1451752.250000 Penalty: 4832.336914
	Iteration 14Q: 3 clusters Score -1451752 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1451831.000000 Penalty: 4832.336914
	Iteration 15Q: 3 clusters Score -1451831 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1451886.000000 Penalty: 4832.336914
	Iteration 16Q: 3 clusters Score -1451886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1451932.125000 Penalty: 4832.336914
	Iteration 17Q: 3 clusters Score -1451932 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1451962.500000 Penalty: 4832.336914
	Iteration 18Q: 3 clusters Score -1451962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1451987.000000 Penalty: 4832.336914
	Iteration 19Q: 3 clusters Score -1451987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1452012.125000 Penalty: 4832.336914
	Iteration 20F: 3 clusters Score -1452012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1452035.500000 Penalty: 4832.336914
	Iteration 21Q: 3 clusters Score -1452036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1452055.750000 Penalty: 4832.336914
	Iteration 22Q: 3 clusters Score -1452056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1452078.125000 Penalty: 4832.336914
	Iteration 23Q: 3 clusters Score -1452078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1452104.250000 Penalty: 4832.336914
	Iteration 24Q: 3 clusters Score -1452104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1452124.000000 Penalty: 4832.336914
	Iteration 25Q: 3 clusters Score -1452124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1452146.875000 Penalty: 4832.336914
	Iteration 26Q: 3 clusters Score -1452147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1452171.875000 Penalty: 4832.336914
	Iteration 27Q: 3 clusters Score -1452172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1452185.250000 Penalty: 4832.336914
	Iteration 28Q: 3 clusters Score -1452185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1452210.375000 Penalty: 4832.336914
	Iteration 29Q: 3 clusters Score -1452210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1452234.000000 Penalty: 4832.336914
	Iteration 30Q: 3 clusters Score -1452234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1452267.000000 Penalty: 4832.336914
	Iteration 31Q: 3 clusters Score -1452267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1452314.375000 Penalty: 4832.336914
	Iteration 32Q: 3 clusters Score -1452314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1452367.500000 Penalty: 4832.336914
	Iteration 33Q: 3 clusters Score -1452368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1452416.125000 Penalty: 4832.336914
	Iteration 34Q: 3 clusters Score -1452416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1452456.250000 Penalty: 4832.336914
	Iteration 35Q: 3 clusters Score -1452456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1452491.500000 Penalty: 4832.336914
	Iteration 36Q: 3 clusters Score -1452492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1452513.375000 Penalty: 4832.336914
	Iteration 37Q: 3 clusters Score -1452513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1452547.000000 Penalty: 4832.336914
	Iteration 38Q: 3 clusters Score -1452547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1452575.750000 Penalty: 4832.336914
	Iteration 39Q: 3 clusters Score -1452576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1452612.250000 Penalty: 4832.336914
	Iteration 40F: 3 clusters Score -1452612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1452629.875000 Penalty: 4832.336914
	Iteration 41Q: 3 clusters Score -1452630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1452646.625000 Penalty: 4832.336914
	Iteration 42Q: 3 clusters Score -1452647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1452657.750000 Penalty: 4832.336914
	Iteration 43Q: 3 clusters Score -1452658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1452661.000000 Penalty: 4832.336914
	Iteration 44Q: 3 clusters Score -1452661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1452663.000000 Penalty: 4832.336914
	Iteration 45Q: 3 clusters Score -1452663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1452662.375000 Penalty: 4832.336914
	Iteration 46Q: 3 clusters Score -1452662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1452663.000000 Penalty: 4832.336914
	Iteration 47Q: 3 clusters Score -1452663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1452666.000000 Penalty: 4832.336914
	Iteration 48Q: 3 clusters Score -1452666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1452673.125000 Penalty: 4832.336914
	Iteration 49Q: 3 clusters Score -1452673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1452672.875000 Penalty: 4832.336914
	Iteration 50Q: 3 clusters Score -1452673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1452673.000000 Penalty: 4832.336914
	Iteration 51Q: 3 clusters Score -1452673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1452673.875000 Penalty: 4832.336914
	Iteration 52Q: 3 clusters Score -1452674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1452674.875000 Penalty: 4832.336914
	Iteration 53Q: 3 clusters Score -1452675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1452674.875000 Penalty: 4832.336914
	Iteration 54F: 3 clusters Score -1452675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Entering Unmasked Estep 
Score: -3901619.500000 Penalty: 2650.483887
	Iteration 0F: 2 clusters Score -3901620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3872188.250000 Penalty: 5300.967773
	Iteration 0F: 3 clusters Score -3872188 nChanged 19975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3883211.000000 Penalty: 5300.967773
	Iteration 1F: 3 clusters Score -3883211 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3883730.000000 Penalty: 5300.967773
	Iteration 2Q: 3 clusters Score -3883730 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3884296.250000 Penalty: 5300.967773
	Iteration 3Q: 3 clusters Score -3884296 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3884928.750000 Penalty: 5300.967773
	Iteration 4Q: 3 clusters Score -3884929 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3885677.250000 Penalty: 5300.967773
	Iteration 5Q: 3 clusters Score -3885677 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3886567.500000 Penalty: 5300.967773
	Iteration 6Q: 3 clusters Score -3886568 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3887732.000000 Penalty: 5300.967773
	Iteration 7Q: 3 clusters Score -3887732 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3889186.500000 Penalty: 5300.967773
	Iteration 8F: 3 clusters Score -3889186 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3890886.000000 Penalty: 5300.967773
	Iteration 9F: 3 clusters Score -3890886 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3892557.000000 Penalty: 5300.967773
	Iteration 10F: 3 clusters Score -3892557 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3894023.000000 Penalty: 5300.967773
	Iteration 11Q: 3 clusters Score -3894023 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3895221.000000 Penalty: 5300.967773
	Iteration 12Q: 3 clusters Score -3895221 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3896218.000000 Penalty: 5300.967773
	Iteration 13Q: 3 clusters Score -3896218 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3896947.000000 Penalty: 5300.967773
	Iteration 14Q: 3 clusters Score -3896947 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3897477.250000 Penalty: 5300.967773
	Iteration 15Q: 3 clusters Score -3897477 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3897904.750000 Penalty: 5300.967773
	Iteration 16Q: 3 clusters Score -3897905 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3898235.000000 Penalty: 5300.967773
	Iteration 17Q: 3 clusters Score -3898235 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3898461.000000 Penalty: 5300.967773
	Iteration 18Q: 3 clusters Score -3898461 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3898664.250000 Penalty: 5300.967773
	Iteration 19Q: 3 clusters Score -3898664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3898813.500000 Penalty: 5300.967773
	Iteration 20F: 3 clusters Score -3898814 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3898919.250000 Penalty: 5300.967773
	Iteration 21Q: 3 clusters Score -3898919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3898992.500000 Penalty: 5300.967773
	Iteration 22Q: 3 clusters Score -3898992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3899054.250000 Penalty: 5300.967773
	Iteration 23Q: 3 clusters Score -3899054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3899125.000000 Penalty: 5300.967773
	Iteration 24Q: 3 clusters Score -3899125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3899187.750000 Penalty: 5300.967773
	Iteration 25Q: 3 clusters Score -3899188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3899239.000000 Penalty: 5300.967773
	Iteration 26Q: 3 clusters Score -3899239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3899265.000000 Penalty: 5300.967773
	Iteration 27Q: 3 clusters Score -3899265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3899287.000000 Penalty: 5300.967773
	Iteration 28Q: 3 clusters Score -3899287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3899322.000000 Penalty: 5300.967773
	Iteration 29Q: 3 clusters Score -3899322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3899343.000000 Penalty: 5300.967773
	Iteration 30Q: 3 clusters Score -3899343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3899359.750000 Penalty: 5300.967773
	Iteration 31Q: 3 clusters Score -3899360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3899377.000000 Penalty: 5300.967773
	Iteration 32Q: 3 clusters Score -3899377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3899385.750000 Penalty: 5300.967773
	Iteration 33Q: 3 clusters Score -3899386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3899385.750000 Penalty: 5300.967773
	Iteration 34Q: 3 clusters Score -3899386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3899393.250000 Penalty: 5300.967773
	Iteration 35Q: 3 clusters Score -3899393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3899393.500000 Penalty: 5300.967773
	Iteration 36Q: 3 clusters Score -3899394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3899403.250000 Penalty: 5300.967773
	Iteration 37Q: 3 clusters Score -3899403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3899406.000000 Penalty: 5300.967773
	Iteration 38Q: 3 clusters Score -3899406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3899403.750000 Penalty: 5300.967773
	Iteration 39Q: 3 clusters Score -3899404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3899409.000000 Penalty: 5300.967773
	Iteration 40F: 3 clusters Score -3899409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3899412.250000 Penalty: 5300.967773
	Iteration 41Q: 3 clusters Score -3899412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3899412.500000 Penalty: 5300.967773
	Iteration 42Q: 3 clusters Score -3899412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3899411.750000 Penalty: 5300.967773
	Iteration 43Q: 3 clusters Score -3899412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3899413.000000 Penalty: 5300.967773
	Iteration 44Q: 3 clusters Score -3899413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3899413.000000 Penalty: 5300.967773
	Iteration 45F: 3 clusters Score -3899413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -212222.093750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -212222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -209210.187500 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -209210.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -209796.937500 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -209796.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -209948.250000 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -209948.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -210045.406250 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -210045.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -210115.375000 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -210115.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -210178.406250 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -210178.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210223.859375 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -210223.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -210259.234375 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -210259.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -210304.375000 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -210304.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210338.828125 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -210338.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -210357.375000 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -210357.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210373.578125 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -210373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210383.234375 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -210383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -210392.265625 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -210392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210395.671875 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -210395.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210399.343750 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -210399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -210402.031250 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -210402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -210404.687500 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -210404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -210408.140625 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -210408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -210410.125000 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -210410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -210410.343750 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -210410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -210412.078125 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -210412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -210412.078125 Penalty: 3891.908691
	Iteration 22F: 3 clusters Score -210412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -549036.375000 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -549036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -543514.125000 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -543514.1 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -545001.250000 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -545001.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -545283.375000 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -545283.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -545517.750000 Penalty: 4359.671387
	Iteration 3F: 3 clusters Score -545517.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -545718.250000 Penalty: 4359.671387
	Iteration 4Q: 3 clusters Score -545718.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -545904.187500 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -545904.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -546076.000000 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -546076 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -546290.937500 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -546290.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -546501.250000 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -546501.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -546734.000000 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -546734 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -546943.625000 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -546943.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -547131.750000 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -547131.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -547261.687500 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -547261.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -547343.500000 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -547343.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -547389.375000 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -547389.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -547428.062500 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -547428.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -547461.000000 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -547461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -547481.687500 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -547481.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -547492.062500 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -547492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -547498.062500 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -547498.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -547507.062500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -547507.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -547511.812500 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -547511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -547516.437500 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -547516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -547522.500000 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -547522.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -547530.062500 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -547530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -547537.125000 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -547537.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -547543.062500 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -547543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -547544.687500 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -547544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -547547.562500 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -547547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -547552.062500 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -547552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -547556.500000 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -547556.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -547557.375000 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -547557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -547557.375000 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -547557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -547558.937500 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -547558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -547559.000000 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -547559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -547560.875000 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -547560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547560.125000 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -547560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -547561.312500 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -547561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -547562.687500 Penalty: 4359.671387
	Iteration 38Q: 3 clusters Score -547562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -547562.250000 Penalty: 4359.671387
	Iteration 39Q: 3 clusters Score -547562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -547564.250000 Penalty: 4359.671387
	Iteration 40F: 3 clusters Score -547564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547565.750000 Penalty: 4359.671387
	Iteration 41Q: 3 clusters Score -547565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -547568.375000 Penalty: 4359.671387
	Iteration 42Q: 3 clusters Score -547568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -547571.187500 Penalty: 4359.671387
	Iteration 43Q: 3 clusters Score -547571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -547574.500000 Penalty: 4359.671387
	Iteration 44Q: 3 clusters Score -547574.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -547578.187500 Penalty: 4359.671387
	Iteration 45Q: 3 clusters Score -547578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -547578.375000 Penalty: 4359.671387
	Iteration 46Q: 3 clusters Score -547578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -547578.875000 Penalty: 4359.671387
	Iteration 47Q: 3 clusters Score -547578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -547580.875000 Penalty: 4359.671387
	Iteration 48Q: 3 clusters Score -547580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -547579.812500 Penalty: 4359.671387
	Iteration 49Q: 3 clusters Score -547579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -547580.312500 Penalty: 4359.671387
	Iteration 50Q: 3 clusters Score -547580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -547580.687500 Penalty: 4359.671387
	Iteration 51Q: 3 clusters Score -547580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -547581.687500 Penalty: 4359.671387
	Iteration 52Q: 3 clusters Score -547581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547582.187500 Penalty: 4359.671387
	Iteration 53Q: 3 clusters Score -547582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -547583.062500 Penalty: 4359.671387
	Iteration 54Q: 3 clusters Score -547583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -547585.375000 Penalty: 4359.671387
	Iteration 55Q: 3 clusters Score -547585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -547585.062500 Penalty: 4359.671387
	Iteration 56Q: 3 clusters Score -547585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -547586.437500 Penalty: 4359.671387
	Iteration 57Q: 3 clusters Score -547586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -547586.375000 Penalty: 4359.671387
	Iteration 58Q: 3 clusters Score -547586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -547588.375000 Penalty: 4359.671387
	Iteration 59Q: 3 clusters Score -547588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -547587.812500 Penalty: 4359.671387
	Iteration 60F: 3 clusters Score -547587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -547588.500000 Penalty: 4359.671387
	Iteration 61Q: 3 clusters Score -547588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -547588.500000 Penalty: 4359.671387
	Iteration 62F: 3 clusters Score -547588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (153191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Entering Unmasked Estep 
Score: -13765395.000000 Penalty: 2960.981201
	Iteration 0F: 2 clusters Score -1.37654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -13662415.000000 Penalty: 5921.962402
	Iteration 0F: 3 clusters Score -1.366242e+07 nChanged 73403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -13705823.000000 Penalty: 5921.962402
	Iteration 1F: 3 clusters Score -1.370582e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -13707799.000000 Penalty: 5921.962402
	Iteration 2Q: 3 clusters Score -1.37078e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -13710495.000000 Penalty: 5921.962402
	Iteration 3Q: 3 clusters Score -1.37105e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -13714481.000000 Penalty: 5921.962402
	Iteration 4F: 3 clusters Score -1.371448e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -13719952.000000 Penalty: 5921.962402
	Iteration 5F: 3 clusters Score -1.371995e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -13726880.000000 Penalty: 5921.962402
	Iteration 6F: 3 clusters Score -1.372688e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112729 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -13734634.000000 Penalty: 5921.962402
	Iteration 7F: 3 clusters Score -1.373463e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -13741977.000000 Penalty: 5921.962402
	Iteration 8F: 3 clusters Score -1.374198e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126634 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -13748112.000000 Penalty: 5921.962402
	Iteration 9Q: 3 clusters Score -1.374811e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -13752530.000000 Penalty: 5921.962402
	Iteration 10Q: 3 clusters Score -1.375253e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134297 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -13755239.000000 Penalty: 5921.962402
	Iteration 11Q: 3 clusters Score -1.375524e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136542 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -13756868.000000 Penalty: 5921.962402
	Iteration 12Q: 3 clusters Score -1.375687e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138336 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -13757954.000000 Penalty: 5921.962402
	Iteration 13Q: 3 clusters Score -1.375795e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139849 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -13758746.000000 Penalty: 5921.962402
	Iteration 14Q: 3 clusters Score -1.375875e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -13759432.000000 Penalty: 5921.962402
	Iteration 15Q: 3 clusters Score -1.375943e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -13759910.000000 Penalty: 5921.962402
	Iteration 16Q: 3 clusters Score -1.375991e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -13760312.000000 Penalty: 5921.962402
	Iteration 17Q: 3 clusters Score -1.376031e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 5921.962402
	Iteration 18Q: 3 clusters Score -1.376062e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145163 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -13760927.000000 Penalty: 5921.962402
	Iteration 19Q: 3 clusters Score -1.376093e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145949 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -13761236.000000 Penalty: 5921.962402
	Iteration 20F: 3 clusters Score -1.376124e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -13761503.000000 Penalty: 5921.962402
	Iteration 21Q: 3 clusters Score -1.37615e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147284 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -13761688.000000 Penalty: 5921.962402
	Iteration 22Q: 3 clusters Score -1.376169e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -13761875.000000 Penalty: 5921.962402
	Iteration 23Q: 3 clusters Score -1.376188e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148347 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -13762068.000000 Penalty: 5921.962402
	Iteration 24Q: 3 clusters Score -1.376207e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -13762190.000000 Penalty: 5921.962402
	Iteration 25Q: 3 clusters Score -1.376219e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149198 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -13762225.000000 Penalty: 5921.962402
	Iteration 26Q: 3 clusters Score -1.376222e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -13762316.000000 Penalty: 5921.962402
	Iteration 27Q: 3 clusters Score -1.376232e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -13762385.000000 Penalty: 5921.962402
	Iteration 28Q: 3 clusters Score -1.376238e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150108 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -13762482.000000 Penalty: 5921.962402
	Iteration 29Q: 3 clusters Score -1.376248e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150347 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -13762544.000000 Penalty: 5921.962402
	Iteration 30Q: 3 clusters Score -1.376254e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150551 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -13762588.000000 Penalty: 5921.962402
	Iteration 31Q: 3 clusters Score -1.376259e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13762678.000000 Penalty: 5921.962402
	Iteration 32Q: 3 clusters Score -1.376268e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -13762733.000000 Penalty: 5921.962402
	Iteration 33Q: 3 clusters Score -1.376273e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -13762788.000000 Penalty: 5921.962402
	Iteration 34Q: 3 clusters Score -1.376279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13762806.000000 Penalty: 5921.962402
	Iteration 35Q: 3 clusters Score -1.376281e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13762829.000000 Penalty: 5921.962402
	Iteration 36Q: 3 clusters Score -1.376283e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13762864.000000 Penalty: 5921.962402
	Iteration 37Q: 3 clusters Score -1.376286e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -13762876.000000 Penalty: 5921.962402
	Iteration 38Q: 3 clusters Score -1.376288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -13762890.000000 Penalty: 5921.962402
	Iteration 39Q: 3 clusters Score -1.376289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151414 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -13762912.000000 Penalty: 5921.962402
	Iteration 40F: 3 clusters Score -1.376291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13762908.000000 Penalty: 5921.962402
	Iteration 41Q: 3 clusters Score -1.376291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13762930.000000 Penalty: 5921.962402
	Iteration 42Q: 3 clusters Score -1.376293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -13762935.000000 Penalty: 5921.962402
	Iteration 43Q: 3 clusters Score -1.376294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13762933.000000 Penalty: 5921.962402
	Iteration 44Q: 3 clusters Score -1.376293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13762946.000000 Penalty: 5921.962402
	Iteration 45Q: 3 clusters Score -1.376295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13762945.000000 Penalty: 5921.962402
	Iteration 46Q: 3 clusters Score -1.376294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13762963.000000 Penalty: 5921.962402
	Iteration 47Q: 3 clusters Score -1.376296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13762967.000000 Penalty: 5921.962402
	Iteration 48Q: 3 clusters Score -1.376297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13762968.000000 Penalty: 5921.962402
	Iteration 49Q: 3 clusters Score -1.376297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13762967.000000 Penalty: 5921.962402
	Iteration 50Q: 3 clusters Score -1.376297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151642 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13762963.000000 Penalty: 5921.962402
	Iteration 51Q: 3 clusters Score -1.376296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151651 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13762986.000000 Penalty: 5921.962402
	Iteration 52Q: 3 clusters Score -1.376299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13762972.000000 Penalty: 5921.962402
	Iteration 53Q: 3 clusters Score -1.376297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151669 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13762978.000000 Penalty: 5921.962402
	Iteration 54Q: 3 clusters Score -1.376298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151683 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13762979.000000 Penalty: 5921.962402
	Iteration 55Q: 3 clusters Score -1.376298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151698 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13763002.000000 Penalty: 5921.962402
	Iteration 56Q: 3 clusters Score -1.3763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13762991.000000 Penalty: 5921.962402
	Iteration 57Q: 3 clusters Score -1.376299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151726 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13762993.000000 Penalty: 5921.962402
	Iteration 58Q: 3 clusters Score -1.376299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13763008.000000 Penalty: 5921.962402
	Iteration 59Q: 3 clusters Score -1.376301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13763008.000000 Penalty: 5921.962402
	Iteration 60F: 3 clusters Score -1.376301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13763002.000000 Penalty: 5921.962402
	Iteration 61Q: 3 clusters Score -1.3763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -13763000.000000 Penalty: 5921.962402
	Iteration 62Q: 3 clusters Score -1.3763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151763 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13763009.000000 Penalty: 5921.962402
	Iteration 63Q: 3 clusters Score -1.376301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13763006.000000 Penalty: 5921.962402
	Iteration 64Q: 3 clusters Score -1.376301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13763005.000000 Penalty: 5921.962402
	Iteration 65Q: 3 clusters Score -1.3763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -13763005.000000 Penalty: 5921.962402
	Iteration 66Q: 3 clusters Score -1.3763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151782 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13763008.000000 Penalty: 5921.962402
	Iteration 67Q: 3 clusters Score -1.376301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151782 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13763001.000000 Penalty: 5921.962402
	Iteration 68Q: 3 clusters Score -1.3763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151786 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13763010.000000 Penalty: 5921.962402
	Iteration 69Q: 3 clusters Score -1.376301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13763006.000000 Penalty: 5921.962402
	Iteration 70Q: 3 clusters Score -1.376301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13763004.000000 Penalty: 5921.962402
	Iteration 71Q: 3 clusters Score -1.3763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151792 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13763007.000000 Penalty: 5921.962402
	Iteration 72Q: 3 clusters Score -1.376301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13763000.000000 Penalty: 5921.962402
	Iteration 73Q: 3 clusters Score -1.3763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13763001.000000 Penalty: 5921.962402
	Iteration 74Q: 3 clusters Score -1.3763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13762997.000000 Penalty: 5921.962402
	Iteration 75Q: 3 clusters Score -1.3763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13763009.000000 Penalty: 5921.962402
	Iteration 76Q: 3 clusters Score -1.376301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13763011.000000 Penalty: 5921.962402
	Iteration 77Q: 3 clusters Score -1.376301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13763015.000000 Penalty: 5921.962402
	Iteration 78Q: 3 clusters Score -1.376302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13763018.000000 Penalty: 5921.962402
	Iteration 79Q: 3 clusters Score -1.376302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13763023.000000 Penalty: 5921.962402
	Iteration 80F: 3 clusters Score -1.376302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25074 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 433857 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21969 members 
Mstep: Class 20 contains 208080 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90768 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200954 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20760 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 359Q: 37 clusters Score -1.46493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 433863 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21970 members 
Mstep: Class 20 contains 208083 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90762 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200954 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20760 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 360F: 37 clusters Score -1.46493e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67039 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 433870 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21971 members 
Mstep: Class 20 contains 208084 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90753 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200954 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 361Q: 37 clusters Score -1.464931e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 433879 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21972 members 
Mstep: Class 20 contains 208084 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90742 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200954 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 362Q: 37 clusters Score -1.46493e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 433891 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21972 members 
Mstep: Class 20 contains 208083 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90732 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200952 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 363Q: 37 clusters Score -1.46493e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67044 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 433905 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21973 members 
Mstep: Class 20 contains 208082 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90719 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200951 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492992.000000 Penalty: 128110.953125
Iteration 364Q: 37 clusters Score -1.46493e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 433931 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21973 members 
Mstep: Class 20 contains 208081 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90696 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200950 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492944.000000 Penalty: 128110.953125
Iteration 365Q: 37 clusters Score -1.464929e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 433946 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21974 members 
Mstep: Class 20 contains 208081 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90681 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492976.000000 Penalty: 128110.953125
Iteration 366Q: 37 clusters Score -1.46493e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 433961 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21974 members 
Mstep: Class 20 contains 208080 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90668 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43802 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492976.000000 Penalty: 128110.953125
Iteration 367Q: 37 clusters Score -1.46493e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 433977 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133708 members 
Mstep: Class 19 contains 21974 members 
Mstep: Class 20 contains 208083 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90650 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200950 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43804 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146492992.000000 Penalty: 128110.953125
Iteration 368Q: 37 clusters Score -1.46493e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67041 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 433996 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21974 members 
Mstep: Class 20 contains 208080 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90635 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200950 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43806 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493008.000000 Penalty: 128110.953125
Iteration 369Q: 37 clusters Score -1.46493e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434008 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21974 members 
Mstep: Class 20 contains 208078 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90625 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200948 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43807 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493088.000000 Penalty: 128110.953125
Iteration 370Q: 37 clusters Score -1.464931e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434016 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133711 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208075 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90619 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20759 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43809 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 371Q: 37 clusters Score -1.46493e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67036 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434030 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133711 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208073 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90613 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200948 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20757 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43809 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 372Q: 37 clusters Score -1.46493e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67035 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434035 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133711 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208073 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90609 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200948 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43809 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 373Q: 37 clusters Score -1.464931e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434040 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133711 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208073 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90609 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200948 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43809 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 374Q: 37 clusters Score -1.464931e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434043 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133711 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208072 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90607 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43809 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493072.000000 Penalty: 128110.953125
Iteration 375Q: 37 clusters Score -1.464931e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 67033 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434053 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38217 members 
Mstep: Class 18 contains 133711 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208070 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90599 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43810 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 376Q: 37 clusters Score -1.46493e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 67030 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434064 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133710 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208069 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90593 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200950 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43812 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493072.000000 Penalty: 128110.953125
Iteration 377Q: 37 clusters Score -1.464931e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 67028 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434079 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133709 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208068 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90581 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43812 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6566 members 
Mstep: Class 36 contains 153182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 378Q: 37 clusters Score -1.464931e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 67027 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434095 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133708 members 
Mstep: Class 19 contains 21976 members 
Mstep: Class 20 contains 208066 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90572 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43812 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493008.000000 Penalty: 128110.953125
Iteration 379Q: 37 clusters Score -1.46493e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 67026 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434113 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133707 members 
Mstep: Class 19 contains 21976 members 
Mstep: Class 20 contains 208067 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90556 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200949 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43812 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 380F: 37 clusters Score -1.46493e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 67022 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434142 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21976 members 
Mstep: Class 20 contains 208067 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90533 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200951 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43811 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 381Q: 37 clusters Score -1.46493e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 67022 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18665 members 
Mstep: Class 11 contains 434162 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21976 members 
Mstep: Class 20 contains 208068 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90511 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200953 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20758 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43811 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 382Q: 37 clusters Score -1.464931e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 67022 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 434174 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208066 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90501 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200956 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20758 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43811 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 383Q: 37 clusters Score -1.46493e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15600 members 
Mstep: Class 5 contains 67021 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434188 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208062 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90487 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200963 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20757 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43811 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493104.000000 Penalty: 128110.953125
Iteration 384Q: 37 clusters Score -1.464931e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 67021 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 434201 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22719 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208063 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90471 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200963 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20755 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43813 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493120.000000 Penalty: 128110.953125
Iteration 385Q: 37 clusters Score -1.464931e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18669 members 
Mstep: Class 11 contains 434207 members 
Mstep: Class 12 contains 26090 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208063 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90464 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200967 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20753 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43813 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 386Q: 37 clusters Score -1.464931e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 434215 members 
Mstep: Class 12 contains 26092 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208059 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90456 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200971 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20752 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43814 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 387Q: 37 clusters Score -1.46493e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434221 members 
Mstep: Class 12 contains 26092 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208058 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90451 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200973 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43815 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 388Q: 37 clusters Score -1.46493e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434227 members 
Mstep: Class 12 contains 26092 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133705 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208056 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90445 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200973 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 389Q: 37 clusters Score -1.464931e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434231 members 
Mstep: Class 12 contains 26092 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208054 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90443 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493088.000000 Penalty: 128110.953125
Iteration 390Q: 37 clusters Score -1.464931e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434232 members 
Mstep: Class 12 contains 26092 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90443 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200973 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 391Q: 37 clusters Score -1.464931e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67019 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434234 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90442 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 392Q: 37 clusters Score -1.464931e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434235 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90439 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 393Q: 37 clusters Score -1.464931e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434237 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90437 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 394Q: 37 clusters Score -1.46493e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434238 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208052 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90435 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 395Q: 37 clusters Score -1.464931e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434242 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90433 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200971 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 396Q: 37 clusters Score -1.464931e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434245 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90431 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200970 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 397Q: 37 clusters Score -1.464931e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434245 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90430 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200971 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 398Q: 37 clusters Score -1.46493e+08 nChanged 3
Entering ConstructFrom: 
Score: -146493024.000000 Penalty: 128110.953125
Entering ConstructFrom: 
Trying to split cluster 1 (22236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Entering Unmasked Estep 
Score: -1918239.750000 Penalty: 2482.348145
	Iteration 0F: 2 clusters Score -1918240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1902653.625000 Penalty: 4964.696289
	Iteration 0F: 3 clusters Score -1902654 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1907908.750000 Penalty: 4964.696289
	Iteration 1F: 3 clusters Score -1907909 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1908329.125000 Penalty: 4964.696289
	Iteration 2F: 3 clusters Score -1908329 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1908739.750000 Penalty: 4964.696289
	Iteration 3Q: 3 clusters Score -1908740 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1909232.375000 Penalty: 4964.696289
	Iteration 4Q: 3 clusters Score -1909232 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1909803.750000 Penalty: 4964.696289
	Iteration 5F: 3 clusters Score -1909804 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1910425.625000 Penalty: 4964.696289
	Iteration 6F: 3 clusters Score -1910426 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1911078.875000 Penalty: 4964.696289
	Iteration 7F: 3 clusters Score -1911079 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1911771.875000 Penalty: 4964.696289
	Iteration 8F: 3 clusters Score -1911772 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1912376.000000 Penalty: 4964.696289
	Iteration 9F: 3 clusters Score -1912376 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1912896.250000 Penalty: 4964.696289
	Iteration 10Q: 3 clusters Score -1912896 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1913279.500000 Penalty: 4964.696289
	Iteration 11Q: 3 clusters Score -1913280 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1913553.750000 Penalty: 4964.696289
	Iteration 12Q: 3 clusters Score -1913554 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1913817.125000 Penalty: 4964.696289
	Iteration 13Q: 3 clusters Score -1913817 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1914039.750000 Penalty: 4964.696289
	Iteration 14Q: 3 clusters Score -1914040 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1914254.750000 Penalty: 4964.696289
	Iteration 15Q: 3 clusters Score -1914255 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1914450.750000 Penalty: 4964.696289
	Iteration 16Q: 3 clusters Score -1914451 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1914660.750000 Penalty: 4964.696289
	Iteration 17Q: 3 clusters Score -1914661 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1914891.375000 Penalty: 4964.696289
	Iteration 18Q: 3 clusters Score -1914891 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1915114.625000 Penalty: 4964.696289
	Iteration 19Q: 3 clusters Score -1915115 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1915348.250000 Penalty: 4964.696289
	Iteration 20F: 3 clusters Score -1915348 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -1915553.875000 Penalty: 4964.696289
	Iteration 21Q: 3 clusters Score -1915554 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -1915726.750000 Penalty: 4964.696289
	Iteration 22Q: 3 clusters Score -1915727 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1915854.000000 Penalty: 4964.696289
	Iteration 23Q: 3 clusters Score -1915854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -1915980.500000 Penalty: 4964.696289
	Iteration 24Q: 3 clusters Score -1915980 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -1916069.750000 Penalty: 4964.696289
	Iteration 25Q: 3 clusters Score -1916070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1916143.750000 Penalty: 4964.696289
	Iteration 26Q: 3 clusters Score -1916144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -1916203.500000 Penalty: 4964.696289
	Iteration 27Q: 3 clusters Score -1916204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -1916253.625000 Penalty: 4964.696289
	Iteration 28Q: 3 clusters Score -1916254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -1916293.125000 Penalty: 4964.696289
	Iteration 29Q: 3 clusters Score -1916293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1916322.750000 Penalty: 4964.696289
	Iteration 30Q: 3 clusters Score -1916323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -1916344.000000 Penalty: 4964.696289
	Iteration 31Q: 3 clusters Score -1916344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -1916358.625000 Penalty: 4964.696289
	Iteration 32Q: 3 clusters Score -1916359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1916364.875000 Penalty: 4964.696289
	Iteration 33Q: 3 clusters Score -1916365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1916367.500000 Penalty: 4964.696289
	Iteration 34Q: 3 clusters Score -1916368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -1916372.250000 Penalty: 4964.696289
	Iteration 35Q: 3 clusters Score -1916372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -1916373.000000 Penalty: 4964.696289
	Iteration 36Q: 3 clusters Score -1916373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -1916380.500000 Penalty: 4964.696289
	Iteration 37Q: 3 clusters Score -1916380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1916387.875000 Penalty: 4964.696289
	Iteration 38Q: 3 clusters Score -1916388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1916391.375000 Penalty: 4964.696289
	Iteration 39Q: 3 clusters Score -1916391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1916390.500000 Penalty: 4964.696289
	Iteration 40F: 3 clusters Score -1916390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -1916391.500000 Penalty: 4964.696289
	Iteration 41Q: 3 clusters Score -1916392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -1916392.375000 Penalty: 4964.696289
	Iteration 42Q: 3 clusters Score -1916392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -1916392.375000 Penalty: 4964.696289
	Iteration 43F: 3 clusters Score -1916392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Entering Unmasked Estep 
Score: -2420918.250000 Penalty: 2528.674805
	Iteration 0F: 2 clusters Score -2420918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2402518.750000 Penalty: 5057.349609
	Iteration 0F: 3 clusters Score -2402519 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2408997.000000 Penalty: 5057.349609
	Iteration 1F: 3 clusters Score -2408997 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2409534.250000 Penalty: 5057.349609
	Iteration 2F: 3 clusters Score -2409534 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2410142.000000 Penalty: 5057.349609
	Iteration 3Q: 3 clusters Score -2410142 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2410887.250000 Penalty: 5057.349609
	Iteration 4F: 3 clusters Score -2410887 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2411870.500000 Penalty: 5057.349609
	Iteration 5F: 3 clusters Score -2411870 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2413298.750000 Penalty: 5057.349609
	Iteration 6F: 3 clusters Score -2413299 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2415036.500000 Penalty: 5057.349609
	Iteration 7F: 3 clusters Score -2415036 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2416663.750000 Penalty: 5057.349609
	Iteration 8F: 3 clusters Score -2416664 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2417787.000000 Penalty: 5057.349609
	Iteration 9Q: 3 clusters Score -2417787 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -2418399.250000 Penalty: 5057.349609
	Iteration 10Q: 3 clusters Score -2418399 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2418625.250000 Penalty: 5057.349609
	Iteration 11Q: 3 clusters Score -2418625 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2418744.750000 Penalty: 5057.349609
	Iteration 12Q: 3 clusters Score -2418745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2418814.750000 Penalty: 5057.349609
	Iteration 13Q: 3 clusters Score -2418815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2418865.000000 Penalty: 5057.349609
	Iteration 14Q: 3 clusters Score -2418865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2418887.750000 Penalty: 5057.349609
	Iteration 15Q: 3 clusters Score -2418888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2418901.750000 Penalty: 5057.349609
	Iteration 16Q: 3 clusters Score -2418902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -2418912.500000 Penalty: 5057.349609
	Iteration 17Q: 3 clusters Score -2418912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2418923.750000 Penalty: 5057.349609
	Iteration 18Q: 3 clusters Score -2418924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -2418928.500000 Penalty: 5057.349609
	Iteration 19Q: 3 clusters Score -2418928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2418938.250000 Penalty: 5057.349609
	Iteration 20F: 3 clusters Score -2418938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -2418941.750000 Penalty: 5057.349609
	Iteration 21Q: 3 clusters Score -2418942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2418945.250000 Penalty: 5057.349609
	Iteration 22Q: 3 clusters Score -2418945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2418952.000000 Penalty: 5057.349609
	Iteration 23Q: 3 clusters Score -2418952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2418952.000000 Penalty: 5057.349609
	Iteration 24F: 3 clusters Score -2418952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Entering Unmasked Estep 
Score: -2146570.500000 Penalty: 2512.127686
	Iteration 0F: 2 clusters Score -2146570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2129377.250000 Penalty: 5024.255371
	Iteration 0F: 3 clusters Score -2129377 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2135399.500000 Penalty: 5024.255371
	Iteration 1F: 3 clusters Score -2135400 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2135960.500000 Penalty: 5024.255371
	Iteration 2F: 3 clusters Score -2135960 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2136561.750000 Penalty: 5024.255371
	Iteration 3F: 3 clusters Score -2136562 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2137297.750000 Penalty: 5024.255371
	Iteration 4F: 3 clusters Score -2137298 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2138196.000000 Penalty: 5024.255371
	Iteration 5F: 3 clusters Score -2138196 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2139186.500000 Penalty: 5024.255371
	Iteration 6F: 3 clusters Score -2139186 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2140120.250000 Penalty: 5024.255371
	Iteration 7F: 3 clusters Score -2140120 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2140944.250000 Penalty: 5024.255371
	Iteration 8F: 3 clusters Score -2140944 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2141613.250000 Penalty: 5024.255371
	Iteration 9Q: 3 clusters Score -2141613 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2142165.250000 Penalty: 5024.255371
	Iteration 10Q: 3 clusters Score -2142165 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2142609.000000 Penalty: 5024.255371
	Iteration 11Q: 3 clusters Score -2142609 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2143005.500000 Penalty: 5024.255371
	Iteration 12Q: 3 clusters Score -2143006 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2143337.500000 Penalty: 5024.255371
	Iteration 13Q: 3 clusters Score -2143338 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2143586.750000 Penalty: 5024.255371
	Iteration 14Q: 3 clusters Score -2143587 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2143802.000000 Penalty: 5024.255371
	Iteration 15Q: 3 clusters Score -2143802 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2144011.750000 Penalty: 5024.255371
	Iteration 16Q: 3 clusters Score -2144012 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2144201.500000 Penalty: 5024.255371
	Iteration 17Q: 3 clusters Score -2144202 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2144389.750000 Penalty: 5024.255371
	Iteration 18Q: 3 clusters Score -2144390 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2144516.250000 Penalty: 5024.255371
	Iteration 19Q: 3 clusters Score -2144516 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2144614.000000 Penalty: 5024.255371
	Iteration 20F: 3 clusters Score -2144614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2144692.750000 Penalty: 5024.255371
	Iteration 21Q: 3 clusters Score -2144693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2144741.750000 Penalty: 5024.255371
	Iteration 22Q: 3 clusters Score -2144742 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2144780.000000 Penalty: 5024.255371
	Iteration 23Q: 3 clusters Score -2144780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2144802.000000 Penalty: 5024.255371
	Iteration 24Q: 3 clusters Score -2144802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2144817.750000 Penalty: 5024.255371
	Iteration 25Q: 3 clusters Score -2144818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2144829.000000 Penalty: 5024.255371
	Iteration 26Q: 3 clusters Score -2144829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2144838.000000 Penalty: 5024.255371
	Iteration 27Q: 3 clusters Score -2144838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2144847.500000 Penalty: 5024.255371
	Iteration 28Q: 3 clusters Score -2144848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2144854.250000 Penalty: 5024.255371
	Iteration 29Q: 3 clusters Score -2144854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2144860.250000 Penalty: 5024.255371
	Iteration 30Q: 3 clusters Score -2144860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2144861.000000 Penalty: 5024.255371
	Iteration 31Q: 3 clusters Score -2144861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2144868.500000 Penalty: 5024.255371
	Iteration 32Q: 3 clusters Score -2144868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2144867.000000 Penalty: 5024.255371
	Iteration 33Q: 3 clusters Score -2144867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2144868.000000 Penalty: 5024.255371
	Iteration 34Q: 3 clusters Score -2144868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2144873.500000 Penalty: 5024.255371
	Iteration 35Q: 3 clusters Score -2144874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2144871.750000 Penalty: 5024.255371
	Iteration 36Q: 3 clusters Score -2144872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2144874.750000 Penalty: 5024.255371
	Iteration 37Q: 3 clusters Score -2144875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2144881.500000 Penalty: 5024.255371
	Iteration 38Q: 3 clusters Score -2144882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2144883.500000 Penalty: 5024.255371
	Iteration 39Q: 3 clusters Score -2144884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2144881.250000 Penalty: 5024.255371
	Iteration 40F: 3 clusters Score -2144881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2144883.750000 Penalty: 5024.255371
	Iteration 41Q: 3 clusters Score -2144884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2144887.750000 Penalty: 5024.255371
	Iteration 42Q: 3 clusters Score -2144888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2144891.500000 Penalty: 5024.255371
	Iteration 43Q: 3 clusters Score -2144892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2144888.000000 Penalty: 5024.255371
	Iteration 44Q: 3 clusters Score -2144888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2144888.250000 Penalty: 5024.255371
	Iteration 45Q: 3 clusters Score -2144888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2144891.000000 Penalty: 5024.255371
	Iteration 46Q: 3 clusters Score -2144891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2144892.250000 Penalty: 5024.255371
	Iteration 47Q: 3 clusters Score -2144892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2144893.000000 Penalty: 5024.255371
	Iteration 48Q: 3 clusters Score -2144893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2144893.000000 Penalty: 5024.255371
	Iteration 49Q: 3 clusters Score -2144893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2144899.750000 Penalty: 5024.255371
	Iteration 50Q: 3 clusters Score -2144900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2144899.000000 Penalty: 5024.255371
	Iteration 51Q: 3 clusters Score -2144899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2144901.500000 Penalty: 5024.255371
	Iteration 52Q: 3 clusters Score -2144902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2144903.250000 Penalty: 5024.255371
	Iteration 53Q: 3 clusters Score -2144903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2144899.250000 Penalty: 5024.255371
	Iteration 54Q: 3 clusters Score -2144899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2144899.000000 Penalty: 5024.255371
	Iteration 55Q: 3 clusters Score -2144899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2144901.750000 Penalty: 5024.255371
	Iteration 56Q: 3 clusters Score -2144902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2144901.750000 Penalty: 5024.255371
	Iteration 57F: 3 clusters Score -2144902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -1364341.875000 Penalty: 2394.414551
	Iteration 0F: 2 clusters Score -1364342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1353189.750000 Penalty: 4788.829102
	Iteration 0F: 3 clusters Score -1353190 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1356651.000000 Penalty: 4788.829102
	Iteration 1F: 3 clusters Score -1356651 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1357013.375000 Penalty: 4788.829102
	Iteration 2F: 3 clusters Score -1357013 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1357312.750000 Penalty: 4788.829102
	Iteration 3Q: 3 clusters Score -1357313 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1357602.125000 Penalty: 4788.829102
	Iteration 4Q: 3 clusters Score -1357602 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1357889.000000 Penalty: 4788.829102
	Iteration 5Q: 3 clusters Score -1357889 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1358170.875000 Penalty: 4788.829102
	Iteration 6Q: 3 clusters Score -1358171 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1358477.250000 Penalty: 4788.829102
	Iteration 7Q: 3 clusters Score -1358477 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1358815.500000 Penalty: 4788.829102
	Iteration 8Q: 3 clusters Score -1358816 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1359207.250000 Penalty: 4788.829102
	Iteration 9Q: 3 clusters Score -1359207 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1359658.125000 Penalty: 4788.829102
	Iteration 10Q: 3 clusters Score -1359658 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1360155.750000 Penalty: 4788.829102
	Iteration 11Q: 3 clusters Score -1360156 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1360662.125000 Penalty: 4788.829102
	Iteration 12Q: 3 clusters Score -1360662 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1361057.750000 Penalty: 4788.829102
	Iteration 13Q: 3 clusters Score -1361058 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1361360.750000 Penalty: 4788.829102
	Iteration 14Q: 3 clusters Score -1361361 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1361587.125000 Penalty: 4788.829102
	Iteration 15Q: 3 clusters Score -1361587 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1361756.000000 Penalty: 4788.829102
	Iteration 16Q: 3 clusters Score -1361756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1361890.250000 Penalty: 4788.829102
	Iteration 17Q: 3 clusters Score -1361890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1361972.375000 Penalty: 4788.829102
	Iteration 18Q: 3 clusters Score -1361972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1362040.625000 Penalty: 4788.829102
	Iteration 19Q: 3 clusters Score -1362041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1362103.125000 Penalty: 4788.829102
	Iteration 20F: 3 clusters Score -1362103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1362163.750000 Penalty: 4788.829102
	Iteration 21Q: 3 clusters Score -1362164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1362209.250000 Penalty: 4788.829102
	Iteration 22Q: 3 clusters Score -1362209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1362242.875000 Penalty: 4788.829102
	Iteration 23Q: 3 clusters Score -1362243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1362279.250000 Penalty: 4788.829102
	Iteration 24Q: 3 clusters Score -1362279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1362299.000000 Penalty: 4788.829102
	Iteration 25Q: 3 clusters Score -1362299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1362313.000000 Penalty: 4788.829102
	Iteration 26Q: 3 clusters Score -1362313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1362329.625000 Penalty: 4788.829102
	Iteration 27Q: 3 clusters Score -1362330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1362344.000000 Penalty: 4788.829102
	Iteration 28Q: 3 clusters Score -1362344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1362356.875000 Penalty: 4788.829102
	Iteration 29Q: 3 clusters Score -1362357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1362368.875000 Penalty: 4788.829102
	Iteration 30Q: 3 clusters Score -1362369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1362380.625000 Penalty: 4788.829102
	Iteration 31Q: 3 clusters Score -1362381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1362396.875000 Penalty: 4788.829102
	Iteration 32Q: 3 clusters Score -1362397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1362406.500000 Penalty: 4788.829102
	Iteration 33Q: 3 clusters Score -1362406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1362412.000000 Penalty: 4788.829102
	Iteration 34Q: 3 clusters Score -1362412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1362419.375000 Penalty: 4788.829102
	Iteration 35Q: 3 clusters Score -1362419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1362418.125000 Penalty: 4788.829102
	Iteration 36Q: 3 clusters Score -1362418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1362418.125000 Penalty: 4788.829102
	Iteration 37F: 3 clusters Score -1362418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Entering Unmasked Estep 
Score: -6024604.500000 Penalty: 2755.961182
	Iteration 0F: 2 clusters Score -6024604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5979935.000000 Penalty: 5511.922363
	Iteration 0F: 3 clusters Score -5979935 nChanged 31263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -5997327.000000 Penalty: 5511.922363
	Iteration 1F: 3 clusters Score -5997327 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -5998222.500000 Penalty: 5511.922363
	Iteration 2Q: 3 clusters Score -5998222 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -5999296.000000 Penalty: 5511.922363
	Iteration 3Q: 3 clusters Score -5999296 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -6000469.500000 Penalty: 5511.922363
	Iteration 4Q: 3 clusters Score -6000470 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -6001886.000000 Penalty: 5511.922363
	Iteration 5Q: 3 clusters Score -6001886 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -6003583.500000 Penalty: 5511.922363
	Iteration 6F: 3 clusters Score -6003584 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -6005973.000000 Penalty: 5511.922363
	Iteration 7F: 3 clusters Score -6005973 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -6008971.500000 Penalty: 5511.922363
	Iteration 8F: 3 clusters Score -6008972 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -6012501.000000 Penalty: 5511.922363
	Iteration 9F: 3 clusters Score -6012501 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -6016320.000000 Penalty: 5511.922363
	Iteration 10F: 3 clusters Score -6016320 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6019460.500000 Penalty: 5511.922363
	Iteration 11Q: 3 clusters Score -6019460 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -6021423.000000 Penalty: 5511.922363
	Iteration 12Q: 3 clusters Score -6021423 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6022474.000000 Penalty: 5511.922363
	Iteration 13Q: 3 clusters Score -6022474 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6023007.500000 Penalty: 5511.922363
	Iteration 14Q: 3 clusters Score -6023008 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6023320.500000 Penalty: 5511.922363
	Iteration 15Q: 3 clusters Score -6023320 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6023468.500000 Penalty: 5511.922363
	Iteration 16Q: 3 clusters Score -6023468 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6023545.000000 Penalty: 5511.922363
	Iteration 17Q: 3 clusters Score -6023545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6023603.500000 Penalty: 5511.922363
	Iteration 18Q: 3 clusters Score -6023604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6023658.000000 Penalty: 5511.922363
	Iteration 19Q: 3 clusters Score -6023658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6023683.500000 Penalty: 5511.922363
	Iteration 20F: 3 clusters Score -6023684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6023710.000000 Penalty: 5511.922363
	Iteration 21Q: 3 clusters Score -6023710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6023723.500000 Penalty: 5511.922363
	Iteration 22Q: 3 clusters Score -6023724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6023737.000000 Penalty: 5511.922363
	Iteration 23Q: 3 clusters Score -6023737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6023750.500000 Penalty: 5511.922363
	Iteration 24Q: 3 clusters Score -6023750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6023747.500000 Penalty: 5511.922363
	Iteration 25Q: 3 clusters Score -6023748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6023760.000000 Penalty: 5511.922363
	Iteration 26Q: 3 clusters Score -6023760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6023761.000000 Penalty: 5511.922363
	Iteration 27Q: 3 clusters Score -6023761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6023768.500000 Penalty: 5511.922363
	Iteration 28Q: 3 clusters Score -6023768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6023767.500000 Penalty: 5511.922363
	Iteration 29Q: 3 clusters Score -6023768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6023762.000000 Penalty: 5511.922363
	Iteration 30Q: 3 clusters Score -6023762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6023769.500000 Penalty: 5511.922363
	Iteration 31Q: 3 clusters Score -6023770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6023772.500000 Penalty: 5511.922363
	Iteration 32Q: 3 clusters Score -6023772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6023768.000000 Penalty: 5511.922363
	Iteration 33Q: 3 clusters Score -6023768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6023773.500000 Penalty: 5511.922363
	Iteration 34Q: 3 clusters Score -6023774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6023774.000000 Penalty: 5511.922363
	Iteration 35Q: 3 clusters Score -6023774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6023774.000000 Penalty: 5511.922363
	Iteration 36Q: 3 clusters Score -6023774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6023769.000000 Penalty: 5511.922363
	Iteration 37Q: 3 clusters Score -6023769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6023776.000000 Penalty: 5511.922363
	Iteration 38Q: 3 clusters Score -6023776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6023774.000000 Penalty: 5511.922363
	Iteration 39Q: 3 clusters Score -6023774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6023780.000000 Penalty: 5511.922363
	Iteration 40F: 3 clusters Score -6023780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6023778.000000 Penalty: 5511.922363
	Iteration 41Q: 3 clusters Score -6023778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6023778.000000 Penalty: 5511.922363
	Iteration 42F: 3 clusters Score -6023778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -234662.812500 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -234662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -231482.296875 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -231482.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -232119.812500 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -232119.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232296.203125 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -232296.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -232407.812500 Penalty: 3960.631592
	Iteration 3Q: 3 clusters Score -232407.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -232497.828125 Penalty: 3960.631592
	Iteration 4Q: 3 clusters Score -232497.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232604.796875 Penalty: 3960.631592
	Iteration 5Q: 3 clusters Score -232604.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -232706.015625 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -232706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -232779.500000 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -232779.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -232855.375000 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -232855.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -232943.906250 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -232943.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -233045.906250 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -233045.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233136.921875 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -233136.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -233232.328125 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -233232.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -233313.062500 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -233313.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -233372.218750 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -233372.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -233425.593750 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -233425.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -233466.625000 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -233466.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -233497.343750 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -233497.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -233518.734375 Penalty: 3960.631592
	Iteration 18Q: 3 clusters Score -233518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -233531.093750 Penalty: 3960.631592
	Iteration 19Q: 3 clusters Score -233531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -233542.296875 Penalty: 3960.631592
	Iteration 20F: 3 clusters Score -233542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -233570.531250 Penalty: 3960.631592
	Iteration 21Q: 3 clusters Score -233570.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -233578.156250 Penalty: 3960.631592
	Iteration 22Q: 3 clusters Score -233578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -233582.500000 Penalty: 3960.631592
	Iteration 23Q: 3 clusters Score -233582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -233585.062500 Penalty: 3960.631592
	Iteration 24Q: 3 clusters Score -233585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -233586.656250 Penalty: 3960.631592
	Iteration 25Q: 3 clusters Score -233586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -233588.296875 Penalty: 3960.631592
	Iteration 26Q: 3 clusters Score -233588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -233590.093750 Penalty: 3960.631592
	Iteration 27Q: 3 clusters Score -233590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -233591.750000 Penalty: 3960.631592
	Iteration 28Q: 3 clusters Score -233591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -233593.421875 Penalty: 3960.631592
	Iteration 29Q: 3 clusters Score -233593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -233599.593750 Penalty: 3960.631592
	Iteration 30Q: 3 clusters Score -233599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -233603.750000 Penalty: 3960.631592
	Iteration 31Q: 3 clusters Score -233603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -233605.515625 Penalty: 3960.631592
	Iteration 32Q: 3 clusters Score -233605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -233605.828125 Penalty: 3960.631592
	Iteration 33Q: 3 clusters Score -233605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -233605.828125 Penalty: 3960.631592
	Iteration 34F: 3 clusters Score -233605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -22308.884766 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -22308.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21019.714844 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -21019.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21164.687500 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -21164.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21210.187500 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -21210.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21222.330078 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -21222.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21230.048828 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -21230.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21230.048828 Penalty: 2835.645752
	Iteration 5F: 3 clusters Score -21230.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1454804.625000 Penalty: 2403.407715
	Iteration 0F: 2 clusters Score -1454805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1443149.000000 Penalty: 4806.815430
	Iteration 0F: 3 clusters Score -1443149 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1447050.500000 Penalty: 4806.815430
	Iteration 1F: 3 clusters Score -1447050 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1447423.875000 Penalty: 4806.815430
	Iteration 2F: 3 clusters Score -1447424 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1447719.875000 Penalty: 4806.815430
	Iteration 3Q: 3 clusters Score -1447720 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1448011.875000 Penalty: 4806.815430
	Iteration 4Q: 3 clusters Score -1448012 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1448299.125000 Penalty: 4806.815430
	Iteration 5Q: 3 clusters Score -1448299 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1448580.750000 Penalty: 4806.815430
	Iteration 6Q: 3 clusters Score -1448581 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1448905.250000 Penalty: 4806.815430
	Iteration 7Q: 3 clusters Score -1448905 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1449251.000000 Penalty: 4806.815430
	Iteration 8Q: 3 clusters Score -1449251 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1449676.125000 Penalty: 4806.815430
	Iteration 9Q: 3 clusters Score -1449676 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1450242.000000 Penalty: 4806.815430
	Iteration 10Q: 3 clusters Score -1450242 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1450833.000000 Penalty: 4806.815430
	Iteration 11Q: 3 clusters Score -1450833 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1451335.000000 Penalty: 4806.815430
	Iteration 12Q: 3 clusters Score -1451335 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1451765.500000 Penalty: 4806.815430
	Iteration 13Q: 3 clusters Score -1451766 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1452089.875000 Penalty: 4806.815430
	Iteration 14Q: 3 clusters Score -1452090 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1452251.375000 Penalty: 4806.815430
	Iteration 15Q: 3 clusters Score -1452251 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1452357.250000 Penalty: 4806.815430
	Iteration 16Q: 3 clusters Score -1452357 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1452411.625000 Penalty: 4806.815430
	Iteration 17Q: 3 clusters Score -1452412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1452451.125000 Penalty: 4806.815430
	Iteration 18Q: 3 clusters Score -1452451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1452481.125000 Penalty: 4806.815430
	Iteration 19Q: 3 clusters Score -1452481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1452507.000000 Penalty: 4806.815430
	Iteration 20F: 3 clusters Score -1452507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1452526.000000 Penalty: 4806.815430
	Iteration 21Q: 3 clusters Score -1452526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1452545.875000 Penalty: 4806.815430
	Iteration 22Q: 3 clusters Score -1452546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1452564.250000 Penalty: 4806.815430
	Iteration 23Q: 3 clusters Score -1452564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1452584.000000 Penalty: 4806.815430
	Iteration 24Q: 3 clusters Score -1452584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1452595.750000 Penalty: 4806.815430
	Iteration 25Q: 3 clusters Score -1452596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1452610.000000 Penalty: 4806.815430
	Iteration 26Q: 3 clusters Score -1452610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1452620.375000 Penalty: 4806.815430
	Iteration 27Q: 3 clusters Score -1452620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1452627.500000 Penalty: 4806.815430
	Iteration 28Q: 3 clusters Score -1452628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1452632.875000 Penalty: 4806.815430
	Iteration 29Q: 3 clusters Score -1452633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1452637.250000 Penalty: 4806.815430
	Iteration 30Q: 3 clusters Score -1452637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1452638.250000 Penalty: 4806.815430
	Iteration 31Q: 3 clusters Score -1452638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1452643.750000 Penalty: 4806.815430
	Iteration 32Q: 3 clusters Score -1452644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1452648.500000 Penalty: 4806.815430
	Iteration 33Q: 3 clusters Score -1452648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1452649.875000 Penalty: 4806.815430
	Iteration 34Q: 3 clusters Score -1452650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1452654.375000 Penalty: 4806.815430
	Iteration 35Q: 3 clusters Score -1452654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1452659.125000 Penalty: 4806.815430
	Iteration 36Q: 3 clusters Score -1452659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1452668.875000 Penalty: 4806.815430
	Iteration 37Q: 3 clusters Score -1452669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1452673.500000 Penalty: 4806.815430
	Iteration 38Q: 3 clusters Score -1452674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1452673.250000 Penalty: 4806.815430
	Iteration 39Q: 3 clusters Score -1452673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1452672.125000 Penalty: 4806.815430
	Iteration 40F: 3 clusters Score -1452672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1452674.000000 Penalty: 4806.815430
	Iteration 41Q: 3 clusters Score -1452674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1452673.875000 Penalty: 4806.815430
	Iteration 42Q: 3 clusters Score -1452674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1452675.375000 Penalty: 4806.815430
	Iteration 43Q: 3 clusters Score -1452675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1452674.250000 Penalty: 4806.815430
	Iteration 44Q: 3 clusters Score -1452674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1452676.625000 Penalty: 4806.815430
	Iteration 45Q: 3 clusters Score -1452677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1452677.125000 Penalty: 4806.815430
	Iteration 46Q: 3 clusters Score -1452677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1452679.500000 Penalty: 4806.815430
	Iteration 47Q: 3 clusters Score -1452680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1452681.875000 Penalty: 4806.815430
	Iteration 48Q: 3 clusters Score -1452682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1452684.000000 Penalty: 4806.815430
	Iteration 49Q: 3 clusters Score -1452684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1452687.000000 Penalty: 4806.815430
	Iteration 50Q: 3 clusters Score -1452687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1452694.250000 Penalty: 4806.815430
	Iteration 51Q: 3 clusters Score -1452694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1452695.750000 Penalty: 4806.815430
	Iteration 52Q: 3 clusters Score -1452696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1452708.000000 Penalty: 4806.815430
	Iteration 53Q: 3 clusters Score -1452708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1452714.625000 Penalty: 4806.815430
	Iteration 54Q: 3 clusters Score -1452715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1452723.500000 Penalty: 4806.815430
	Iteration 55Q: 3 clusters Score -1452724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1452726.750000 Penalty: 4806.815430
	Iteration 56Q: 3 clusters Score -1452727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1452729.500000 Penalty: 4806.815430
	Iteration 57Q: 3 clusters Score -1452730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1452733.375000 Penalty: 4806.815430
	Iteration 58Q: 3 clusters Score -1452733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1452739.375000 Penalty: 4806.815430
	Iteration 59Q: 3 clusters Score -1452739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1452743.875000 Penalty: 4806.815430
	Iteration 60F: 3 clusters Score -1452744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1452745.000000 Penalty: 4806.815430
	Iteration 61Q: 3 clusters Score -1452745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1452748.750000 Penalty: 4806.815430
	Iteration 62Q: 3 clusters Score -1452749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1452754.625000 Penalty: 4806.815430
	Iteration 63Q: 3 clusters Score -1452755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1452759.500000 Penalty: 4806.815430
	Iteration 64Q: 3 clusters Score -1452760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1452758.250000 Penalty: 4806.815430
	Iteration 65Q: 3 clusters Score -1452758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1452759.750000 Penalty: 4806.815430
	Iteration 66Q: 3 clusters Score -1452760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1452765.125000 Penalty: 4806.815430
	Iteration 67Q: 3 clusters Score -1452765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1452765.875000 Penalty: 4806.815430
	Iteration 68Q: 3 clusters Score -1452766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1452767.625000 Penalty: 4806.815430
	Iteration 69Q: 3 clusters Score -1452768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1452770.125000 Penalty: 4806.815430
	Iteration 70Q: 3 clusters Score -1452770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1452771.125000 Penalty: 4806.815430
	Iteration 71Q: 3 clusters Score -1452771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1452771.625000 Penalty: 4806.815430
	Iteration 72Q: 3 clusters Score -1452772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1452770.875000 Penalty: 4806.815430
	Iteration 73Q: 3 clusters Score -1452771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1452774.625000 Penalty: 4806.815430
	Iteration 74Q: 3 clusters Score -1452775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1452775.625000 Penalty: 4806.815430
	Iteration 75Q: 3 clusters Score -1452776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1452777.500000 Penalty: 4806.815430
	Iteration 76Q: 3 clusters Score -1452778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1452779.000000 Penalty: 4806.815430
	Iteration 77Q: 3 clusters Score -1452779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1452779.875000 Penalty: 4806.815430
	Iteration 78Q: 3 clusters Score -1452780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1452781.000000 Penalty: 4806.815430
	Iteration 79Q: 3 clusters Score -1452781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1452783.750000 Penalty: 4806.815430
	Iteration 80F: 3 clusters Score -1452784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1452785.625000 Penalty: 4806.815430
	Iteration 81Q: 3 clusters Score -1452786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1452792.000000 Penalty: 4806.815430
	Iteration 82Q: 3 clusters Score -1452792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1452789.625000 Penalty: 4806.815430
	Iteration 83Q: 3 clusters Score -1452790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1452793.625000 Penalty: 4806.815430
	Iteration 84Q: 3 clusters Score -1452794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1452791.375000 Penalty: 4806.815430
	Iteration 85Q: 3 clusters Score -1452791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1452792.625000 Penalty: 4806.815430
	Iteration 86Q: 3 clusters Score -1452793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1452794.000000 Penalty: 4806.815430
	Iteration 87Q: 3 clusters Score -1452794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1452796.250000 Penalty: 4806.815430
	Iteration 88Q: 3 clusters Score -1452796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1452794.000000 Penalty: 4806.815430
	Iteration 89Q: 3 clusters Score -1452794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1452793.875000 Penalty: 4806.815430
	Iteration 90Q: 3 clusters Score -1452794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1452793.875000 Penalty: 4806.815430
	Iteration 91F: 3 clusters Score -1452794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -192185.875000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -192185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -189392.781250 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -189392.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -189932.875000 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -189932.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190045.218750 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -190045.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190105.421875 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -190105.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -190148.656250 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -190148.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -190190.765625 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -190190.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -190227.218750 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -190227.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -190266.203125 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -190266.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -190300.828125 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -190300.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -190334.046875 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -190334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190374.171875 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -190374.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -190419.062500 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -190419.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -190460.578125 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -190460.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -190484.546875 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -190484.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -190507.218750 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -190507.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -190523.234375 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -190523.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -190537.109375 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -190537.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190552.421875 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -190552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -190559.234375 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -190559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -190566.406250 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -190566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -190570.125000 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -190570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190573.531250 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -190573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190579.203125 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -190579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190586.937500 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -190586.9 nChanged 15
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: -190599.500000 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -190599.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -190610.718750 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -190610.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190627.343750 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -190627.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190651.125000 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -190651.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190676.093750 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -190676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -190701.265625 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -190701.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -190720.328125 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -190720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -190734.656250 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -190734.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190753.093750 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -190753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -190762.468750 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -190762.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190772.890625 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -190772.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -190782.656250 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -190782.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -190789.484375 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -190789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190793.140625 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -190793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -190794.296875 Penalty: 3846.860596
	Iteration 38Q: 3 clusters Score -190794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190796.875000 Penalty: 3846.860596
	Iteration 39Q: 3 clusters Score -190796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -190799.984375 Penalty: 3846.860596
	Iteration 40F: 3 clusters Score -190800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -190801.750000 Penalty: 3846.860596
	Iteration 41Q: 3 clusters Score -190801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190802.406250 Penalty: 3846.860596
	Iteration 42Q: 3 clusters Score -190802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190802.953125 Penalty: 3846.860596
	Iteration 43Q: 3 clusters Score -190803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190802.953125 Penalty: 3846.860596
	Iteration 44F: 3 clusters Score -190803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Entering Unmasked Estep 
Score: -1626235.750000 Penalty: 2438.959229
	Iteration 0F: 2 clusters Score -1626236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1612952.250000 Penalty: 4877.918457
	Iteration 0F: 3 clusters Score -1612952 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1617465.750000 Penalty: 4877.918457
	Iteration 1F: 3 clusters Score -1617466 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1617990.875000 Penalty: 4877.918457
	Iteration 2F: 3 clusters Score -1617991 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1618564.750000 Penalty: 4877.918457
	Iteration 3F: 3 clusters Score -1618565 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1619203.500000 Penalty: 4877.918457
	Iteration 4F: 3 clusters Score -1619204 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1619926.375000 Penalty: 4877.918457
	Iteration 5F: 3 clusters Score -1619926 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1620743.000000 Penalty: 4877.918457
	Iteration 6F: 3 clusters Score -1620743 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1621549.250000 Penalty: 4877.918457
	Iteration 7F: 3 clusters Score -1621549 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1622315.250000 Penalty: 4877.918457
	Iteration 8F: 3 clusters Score -1622315 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1622897.500000 Penalty: 4877.918457
	Iteration 9Q: 3 clusters Score -1622898 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1623313.375000 Penalty: 4877.918457
	Iteration 10Q: 3 clusters Score -1623313 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1623608.375000 Penalty: 4877.918457
	Iteration 11Q: 3 clusters Score -1623608 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1623779.375000 Penalty: 4877.918457
	Iteration 12Q: 3 clusters Score -1623779 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1623887.750000 Penalty: 4877.918457
	Iteration 13Q: 3 clusters Score -1623888 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1623952.125000 Penalty: 4877.918457
	Iteration 14Q: 3 clusters Score -1623952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1624007.875000 Penalty: 4877.918457
	Iteration 15Q: 3 clusters Score -1624008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1624050.000000 Penalty: 4877.918457
	Iteration 16Q: 3 clusters Score -1624050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1624092.000000 Penalty: 4877.918457
	Iteration 17Q: 3 clusters Score -1624092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1624116.375000 Penalty: 4877.918457
	Iteration 18Q: 3 clusters Score -1624116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1624137.125000 Penalty: 4877.918457
	Iteration 19Q: 3 clusters Score -1624137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1624155.000000 Penalty: 4877.918457
	Iteration 20F: 3 clusters Score -1624155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1624174.750000 Penalty: 4877.918457
	Iteration 21Q: 3 clusters Score -1624175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1624185.875000 Penalty: 4877.918457
	Iteration 22Q: 3 clusters Score -1624186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1624204.875000 Penalty: 4877.918457
	Iteration 23Q: 3 clusters Score -1624205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1624210.000000 Penalty: 4877.918457
	Iteration 24Q: 3 clusters Score -1624210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1624226.625000 Penalty: 4877.918457
	Iteration 25Q: 3 clusters Score -1624227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1624237.250000 Penalty: 4877.918457
	Iteration 26Q: 3 clusters Score -1624237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1624252.750000 Penalty: 4877.918457
	Iteration 27Q: 3 clusters Score -1624253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1624256.750000 Penalty: 4877.918457
	Iteration 28Q: 3 clusters Score -1624257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1624262.000000 Penalty: 4877.918457
	Iteration 29Q: 3 clusters Score -1624262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1624269.875000 Penalty: 4877.918457
	Iteration 30Q: 3 clusters Score -1624270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1624279.000000 Penalty: 4877.918457
	Iteration 31Q: 3 clusters Score -1624279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1624285.375000 Penalty: 4877.918457
	Iteration 32Q: 3 clusters Score -1624285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1624297.500000 Penalty: 4877.918457
	Iteration 33Q: 3 clusters Score -1624298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1624304.375000 Penalty: 4877.918457
	Iteration 34Q: 3 clusters Score -1624304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1624315.125000 Penalty: 4877.918457
	Iteration 35Q: 3 clusters Score -1624315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1624327.000000 Penalty: 4877.918457
	Iteration 36Q: 3 clusters Score -1624327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1624336.000000 Penalty: 4877.918457
	Iteration 37Q: 3 clusters Score -1624336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1624345.375000 Penalty: 4877.918457
	Iteration 38Q: 3 clusters Score -1624345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1624355.125000 Penalty: 4877.918457
	Iteration 39Q: 3 clusters Score -1624355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1624368.500000 Penalty: 4877.918457
	Iteration 40F: 3 clusters Score -1624368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1624379.375000 Penalty: 4877.918457
	Iteration 41Q: 3 clusters Score -1624379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1624390.875000 Penalty: 4877.918457
	Iteration 42Q: 3 clusters Score -1624391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1624402.000000 Penalty: 4877.918457
	Iteration 43Q: 3 clusters Score -1624402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1624412.500000 Penalty: 4877.918457
	Iteration 44Q: 3 clusters Score -1624412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1624417.375000 Penalty: 4877.918457
	Iteration 45Q: 3 clusters Score -1624417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1624426.250000 Penalty: 4877.918457
	Iteration 46Q: 3 clusters Score -1624426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1624431.250000 Penalty: 4877.918457
	Iteration 47Q: 3 clusters Score -1624431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1624436.500000 Penalty: 4877.918457
	Iteration 48Q: 3 clusters Score -1624436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1624439.250000 Penalty: 4877.918457
	Iteration 49Q: 3 clusters Score -1624439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1624442.375000 Penalty: 4877.918457
	Iteration 50Q: 3 clusters Score -1624442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1624452.125000 Penalty: 4877.918457
	Iteration 51Q: 3 clusters Score -1624452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1624459.500000 Penalty: 4877.918457
	Iteration 52Q: 3 clusters Score -1624460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1624465.750000 Penalty: 4877.918457
	Iteration 53Q: 3 clusters Score -1624466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1624473.000000 Penalty: 4877.918457
	Iteration 54Q: 3 clusters Score -1624473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1624475.750000 Penalty: 4877.918457
	Iteration 55Q: 3 clusters Score -1624476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1624475.500000 Penalty: 4877.918457
	Iteration 56Q: 3 clusters Score -1624476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1624478.125000 Penalty: 4877.918457
	Iteration 57Q: 3 clusters Score -1624478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1624480.000000 Penalty: 4877.918457
	Iteration 58Q: 3 clusters Score -1624480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1624482.250000 Penalty: 4877.918457
	Iteration 59Q: 3 clusters Score -1624482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1624483.250000 Penalty: 4877.918457
	Iteration 60F: 3 clusters Score -1624483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (434247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434247 members 
Entering Unmasked Estep 
Score: -38319524.000000 Penalty: 3219.379395
	Iteration 0F: 2 clusters Score -3.831952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217326 members 
Mstep: Class 2 contains 216921 members 
Entering Unmasked Estep 
Score: -38034648.000000 Penalty: 6438.758789
	Iteration 0F: 3 clusters Score -3.803465e+07 nChanged 211387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217181 members 
Mstep: Class 2 contains 217066 members 
Entering Unmasked Estep 
Score: -38161744.000000 Penalty: 6438.758789
	Iteration 1F: 3 clusters Score -3.816174e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217521 members 
Mstep: Class 2 contains 216726 members 
Entering Unmasked Estep 
Score: -38163848.000000 Penalty: 6438.758789
	Iteration 2Q: 3 clusters Score -3.816385e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217773 members 
Mstep: Class 2 contains 216474 members 
Entering Unmasked Estep 
Score: -38166324.000000 Penalty: 6438.758789
	Iteration 3Q: 3 clusters Score -3.816632e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218133 members 
Mstep: Class 2 contains 216114 members 
Entering Unmasked Estep 
Score: -38169404.000000 Penalty: 6438.758789
	Iteration 4Q: 3 clusters Score -3.81694e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218757 members 
Mstep: Class 2 contains 215490 members 
Entering Unmasked Estep 
Score: -38173156.000000 Penalty: 6438.758789
	Iteration 5Q: 3 clusters Score -3.817316e+07 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219955 members 
Mstep: Class 2 contains 214292 members 
Entering Unmasked Estep 
Score: -38177640.000000 Penalty: 6438.758789
	Iteration 6Q: 3 clusters Score -3.817764e+07 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 212222 members 
Entering Unmasked Estep 
Score: -38182148.000000 Penalty: 6438.758789
	Iteration 7Q: 3 clusters Score -3.818215e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225577 members 
Mstep: Class 2 contains 208670 members 
Entering Unmasked Estep 
Score: -38186752.000000 Penalty: 6438.758789
	Iteration 8Q: 3 clusters Score -3.818675e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231324 members 
Mstep: Class 2 contains 202923 members 
Entering Unmasked Estep 
Score: -38191872.000000 Penalty: 6438.758789
	Iteration 9Q: 3 clusters Score -3.819187e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239812 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -38197212.000000 Penalty: 6438.758789
	Iteration 10Q: 3 clusters Score -3.819721e+07 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252027 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -38204116.000000 Penalty: 6438.758789
	Iteration 11Q: 3 clusters Score -3.820412e+07 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268423 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -38212816.000000 Penalty: 6438.758789
	Iteration 12Q: 3 clusters Score -3.821282e+07 nChanged 21829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289568 members 
Mstep: Class 2 contains 144679 members 
Entering Unmasked Estep 
Score: -38224444.000000 Penalty: 6438.758789
	Iteration 13F: 3 clusters Score -3.822444e+07 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315134 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -38240520.000000 Penalty: 6438.758789
	Iteration 14F: 3 clusters Score -3.824052e+07 nChanged 28397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343513 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -38260084.000000 Penalty: 6438.758789
	Iteration 15F: 3 clusters Score -3.826008e+07 nChanged 27750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371261 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -38279640.000000 Penalty: 6438.758789
	Iteration 16F: 3 clusters Score -3.827964e+07 nChanged 22899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394158 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -38295076.000000 Penalty: 6438.758789
	Iteration 17F: 3 clusters Score -3.829508e+07 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410088 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -38305332.000000 Penalty: 6438.758789
	Iteration 18Q: 3 clusters Score -3.830533e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419807 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -38311028.000000 Penalty: 6438.758789
	Iteration 19Q: 3 clusters Score -3.831103e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425218 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -38313888.000000 Penalty: 6438.758789
	Iteration 20F: 3 clusters Score -3.831389e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428171 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -38315248.000000 Penalty: 6438.758789
	Iteration 21Q: 3 clusters Score -3.831525e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429801 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -38316060.000000 Penalty: 6438.758789
	Iteration 22Q: 3 clusters Score -3.831606e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430757 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -38316508.000000 Penalty: 6438.758789
	Iteration 23Q: 3 clusters Score -3.831651e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431314 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -38316640.000000 Penalty: 6438.758789
	Iteration 24Q: 3 clusters Score -3.831664e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431697 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -38316796.000000 Penalty: 6438.758789
	Iteration 25Q: 3 clusters Score -3.83168e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431946 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -38316928.000000 Penalty: 6438.758789
	Iteration 26Q: 3 clusters Score -3.831693e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432128 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -38317000.000000 Penalty: 6438.758789
	Iteration 27Q: 3 clusters Score -3.8317e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432279 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -38317112.000000 Penalty: 6438.758789
	Iteration 28Q: 3 clusters Score -3.831711e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432360 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -38317140.000000 Penalty: 6438.758789
	Iteration 29Q: 3 clusters Score -3.831714e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432427 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -38317172.000000 Penalty: 6438.758789
	Iteration 30Q: 3 clusters Score -3.831717e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432487 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -38317252.000000 Penalty: 6438.758789
	Iteration 31Q: 3 clusters Score -3.831725e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432540 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -38317280.000000 Penalty: 6438.758789
	Iteration 32Q: 3 clusters Score -3.831728e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432582 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -38317276.000000 Penalty: 6438.758789
	Iteration 33Q: 3 clusters Score -3.831728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432614 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -38317268.000000 Penalty: 6438.758789
	Iteration 34Q: 3 clusters Score -3.831727e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -38317260.000000 Penalty: 6438.758789
	Iteration 35Q: 3 clusters Score -3.831726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432660 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -38317224.000000 Penalty: 6438.758789
	Iteration 36Q: 3 clusters Score -3.831722e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432677 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -38317276.000000 Penalty: 6438.758789
	Iteration 37Q: 3 clusters Score -3.831728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432691 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -38317272.000000 Penalty: 6438.758789
	Iteration 38Q: 3 clusters Score -3.831727e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432704 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -38317276.000000 Penalty: 6438.758789
	Iteration 39Q: 3 clusters Score -3.831728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432711 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -38317264.000000 Penalty: 6438.758789
	Iteration 40F: 3 clusters Score -3.831726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432721 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -38317272.000000 Penalty: 6438.758789
	Iteration 41Q: 3 clusters Score -3.831727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432729 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -38317280.000000 Penalty: 6438.758789
	Iteration 42Q: 3 clusters Score -3.831728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432738 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.758789
	Iteration 43Q: 3 clusters Score -3.83173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432746 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -38317320.000000 Penalty: 6438.758789
	Iteration 44Q: 3 clusters Score -3.831732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432758 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.758789
	Iteration 45Q: 3 clusters Score -3.831732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432765 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.758789
	Iteration 46Q: 3 clusters Score -3.831734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432772 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -38317344.000000 Penalty: 6438.758789
	Iteration 47Q: 3 clusters Score -3.831734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432779 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.758789
	Iteration 48Q: 3 clusters Score -3.831732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -38317340.000000 Penalty: 6438.758789
	Iteration 49Q: 3 clusters Score -3.831734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -38317332.000000 Penalty: 6438.758789
	Iteration 50Q: 3 clusters Score -3.831733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.758789
	Iteration 51Q: 3 clusters Score -3.831734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -38317332.000000 Penalty: 6438.758789
	Iteration 52Q: 3 clusters Score -3.831733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432784 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.758789
	Iteration 53Q: 3 clusters Score -3.831734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -38317348.000000 Penalty: 6438.758789
	Iteration 54Q: 3 clusters Score -3.831735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -38317348.000000 Penalty: 6438.758789
	Iteration 55Q: 3 clusters Score -3.831735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -38317356.000000 Penalty: 6438.758789
	Iteration 56Q: 3 clusters Score -3.831736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -38317356.000000 Penalty: 6438.758789
	Iteration 57Q: 3 clusters Score -3.831736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -38317352.000000 Penalty: 6438.758789
	Iteration 58Q: 3 clusters Score -3.831735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432787 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -38317356.000000 Penalty: 6438.758789
	Iteration 59Q: 3 clusters Score -3.831736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432788 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -38317364.000000 Penalty: 6438.758789
	Iteration 60F: 3 clusters Score -3.831736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432789 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -38317344.000000 Penalty: 6438.758789
	Iteration 61Q: 3 clusters Score -3.831734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432790 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -38317360.000000 Penalty: 6438.758789
	Iteration 62Q: 3 clusters Score -3.831736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432789 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -38317352.000000 Penalty: 6438.758789
	Iteration 63Q: 3 clusters Score -3.831735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432789 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -38317352.000000 Penalty: 6438.758789
	Iteration 64F: 3 clusters Score -3.831735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Entering Unmasked Estep 
Score: -2272988.250000 Penalty: 2522.016602
	Iteration 0F: 2 clusters Score -2272988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2254964.500000 Penalty: 5044.033203
	Iteration 0F: 3 clusters Score -2254964 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2261370.250000 Penalty: 5044.033203
	Iteration 1F: 3 clusters Score -2261370 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2261839.000000 Penalty: 5044.033203
	Iteration 2Q: 3 clusters Score -2261839 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2262286.250000 Penalty: 5044.033203
	Iteration 3Q: 3 clusters Score -2262286 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2262835.000000 Penalty: 5044.033203
	Iteration 4Q: 3 clusters Score -2262835 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2263506.250000 Penalty: 5044.033203
	Iteration 5Q: 3 clusters Score -2263506 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2264253.250000 Penalty: 5044.033203
	Iteration 6F: 3 clusters Score -2264253 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2264975.000000 Penalty: 5044.033203
	Iteration 7Q: 3 clusters Score -2264975 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2265684.250000 Penalty: 5044.033203
	Iteration 8Q: 3 clusters Score -2265684 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2266370.750000 Penalty: 5044.033203
	Iteration 9Q: 3 clusters Score -2266371 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2266886.250000 Penalty: 5044.033203
	Iteration 10Q: 3 clusters Score -2266886 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2267357.250000 Penalty: 5044.033203
	Iteration 11Q: 3 clusters Score -2267357 nChanged 887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2267794 nChanged 758
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2268125 nChanged 606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2268362 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2268490 nChanged 330
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Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2268565 nChanged 269
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Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2268630 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2268673 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2268724 nChanged 211
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Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2268782 nChanged 207
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Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2268820 nChanged 204
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Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2268862 nChanged 208
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Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2268915 nChanged 204
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Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2268963 nChanged 195
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Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2269007 nChanged 179
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Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2269054 nChanged 184
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Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2269116 nChanged 176
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Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2269148 nChanged 178
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Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2269193 nChanged 198
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Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2269241 nChanged 213
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Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2269296 nChanged 210
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Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2269364 nChanged 203
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Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2269400 nChanged 184
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Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2269453 nChanged 185
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Mstep: Class 1 contains 19420 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2269488 nChanged 174
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Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2269531 nChanged 160
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Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2269563 nChanged 142
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2269594 nChanged 144
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Mstep: Class 1 contains 19974 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2269626 nChanged 132
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Mstep: Class 1 contains 20100 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2269646 nChanged 123
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Mstep: Class 1 contains 20211 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2269678 nChanged 123
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Mstep: Class 1 contains 20324 members 
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	Iteration 42Q: 3 clusters Score -2269698 nChanged 109
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Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 5670 members 
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	Iteration 43Q: 3 clusters Score -2269718 nChanged 114
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Mstep: Class 1 contains 20527 members 
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	Iteration 46Q: 3 clusters Score -2269802 nChanged 126
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Mstep: Class 1 contains 20903 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2269828 nChanged 133
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Mstep: Class 1 contains 21020 members 
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	Iteration 48Q: 3 clusters Score -2269860 nChanged 124
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2269886 nChanged 115
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Mstep: Class 1 contains 21249 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2269917 nChanged 128
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Mstep: Class 1 contains 21363 members 
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	Iteration 51Q: 3 clusters Score -2269945 nChanged 120
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	Iteration 52Q: 3 clusters Score -2269968 nChanged 129
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	Iteration 53Q: 3 clusters Score -2269996 nChanged 139
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Mstep: Class 1 contains 21729 members 
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	Iteration 54Q: 3 clusters Score -2270040 nChanged 125
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	Iteration 55Q: 3 clusters Score -2270057 nChanged 101
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Mstep: Class 2 contains 4150 members 
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	Iteration 57Q: 3 clusters Score -2270108 nChanged 111
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	Iteration 58Q: 3 clusters Score -2270119 nChanged 100
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	Iteration 59Q: 3 clusters Score -2270146 nChanged 102
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Mstep: Class 1 contains 22347 members 
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	Iteration 60F: 3 clusters Score -2270163 nChanged 116
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	Iteration 61Q: 3 clusters Score -2270192 nChanged 111
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	Iteration 62Q: 3 clusters Score -2270220 nChanged 120
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	Iteration 63Q: 3 clusters Score -2270251 nChanged 129
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	Iteration 64Q: 3 clusters Score -2270284 nChanged 128
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	Iteration 65Q: 3 clusters Score -2270326 nChanged 122
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	Iteration 66Q: 3 clusters Score -2270361 nChanged 121
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	Iteration 67Q: 3 clusters Score -2270392 nChanged 92
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	Iteration 68Q: 3 clusters Score -2270408 nChanged 90
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	Iteration 69Q: 3 clusters Score -2270437 nChanged 102
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	Iteration 70Q: 3 clusters Score -2270464 nChanged 91
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	Iteration 71Q: 3 clusters Score -2270498 nChanged 110
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	Iteration 72Q: 3 clusters Score -2270546 nChanged 88
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	Iteration 73Q: 3 clusters Score -2270582 nChanged 100
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	Iteration 74Q: 3 clusters Score -2270617 nChanged 112
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2270652 nChanged 88
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	Iteration 76Q: 3 clusters Score -2270687 nChanged 97
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	Iteration 77Q: 3 clusters Score -2270724 nChanged 97
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	Iteration 78Q: 3 clusters Score -2270770 nChanged 104
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	Iteration 79Q: 3 clusters Score -2270815 nChanged 77
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	Iteration 80F: 3 clusters Score -2270851 nChanged 75
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	Iteration 81Q: 3 clusters Score -2270896 nChanged 76
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	Iteration 82Q: 3 clusters Score -2270920 nChanged 66
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	Iteration 83Q: 3 clusters Score -2270955 nChanged 58
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	Iteration 84Q: 3 clusters Score -2270969 nChanged 54
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	Iteration 86Q: 3 clusters Score -2271008 nChanged 39
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	Iteration 87Q: 3 clusters Score -2271022 nChanged 39
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	Iteration 88Q: 3 clusters Score -2271032 nChanged 23
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	Iteration 89Q: 3 clusters Score -2271039 nChanged 23
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	Iteration 90Q: 3 clusters Score -2271045 nChanged 16
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	Iteration 91Q: 3 clusters Score -2271052 nChanged 11
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	Iteration 92Q: 3 clusters Score -2271055 nChanged 14
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	Iteration 93Q: 3 clusters Score -2271050 nChanged 8
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	Iteration 94Q: 3 clusters Score -2271055 nChanged 4
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	Iteration 95Q: 3 clusters Score -2271056 nChanged 5
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	Iteration 97Q: 3 clusters Score -2271056 nChanged 4
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	Iteration 98Q: 3 clusters Score -2271055 nChanged 5
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	Iteration 99Q: 3 clusters Score -2271060 nChanged 7
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	Iteration 100F: 3 clusters Score -2271062 nChanged 3
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	Iteration 101Q: 3 clusters Score -2271059 nChanged 4
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	Iteration 102Q: 3 clusters Score -2271066 nChanged 4
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	Iteration 103Q: 3 clusters Score -2271064 nChanged 6
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2271064 nChanged 7
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Entering Unmasked Estep 
Score: -2271066.750000 Penalty: 5044.033203
	Iteration 105Q: 3 clusters Score -2271067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2271068.750000 Penalty: 5044.033203
	Iteration 106Q: 3 clusters Score -2271069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2271069.250000 Penalty: 5044.033203
	Iteration 107Q: 3 clusters Score -2271069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2271068.500000 Penalty: 5044.033203
	Iteration 108Q: 3 clusters Score -2271068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2271067.750000 Penalty: 5044.033203
	Iteration 109Q: 3 clusters Score -2271068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2271067.500000 Penalty: 5044.033203
	Iteration 110Q: 3 clusters Score -2271068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2271067.500000 Penalty: 5044.033203
	Iteration 111F: 3 clusters Score -2271068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -548508.562500 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -548508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -543128.437500 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -543128.4 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -544450.000000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -544450 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -544662.125000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -544662.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -544799.500000 Penalty: 4348.981445
	Iteration 3Q: 3 clusters Score -544799.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -544904.500000 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -544904.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -545006.125000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -545006.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -545111.437500 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -545111.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -545238.750000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -545238.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -545367.937500 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -545367.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -545506.625000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -545506.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -545635.812500 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -545635.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -545743.875000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -545743.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -545887.062500 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -545887.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -546038.250000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -546038.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -546179.437500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -546179.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -546336.375000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -546336.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -546477.125000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -546477.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -546631.937500 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -546631.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -546770.375000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -546770.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -546891.875000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -546891.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -546992.875000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -546992.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -547065.312500 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -547065.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -547135.375000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -547135.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -547181.875000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -547181.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -547218.125000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -547218.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -547247.687500 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -547247.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -547265.062500 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -547265.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -547278.000000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -547278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -547288.125000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -547288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -547303.125000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -547303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -547306.625000 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -547306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -547309.937500 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -547309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -547316.312500 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -547316.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -547318.500000 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -547318.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -547321.750000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -547321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -547324.375000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -547324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -547325.562500 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -547325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -547325.000000 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -547325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -547325.000000 Penalty: 4348.981445
	Iteration 38F: 3 clusters Score -547325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Entering Unmasked Estep 
Score: -1990440.250000 Penalty: 2487.655273
	Iteration 0F: 2 clusters Score -1990440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1974522.750000 Penalty: 4975.310547
	Iteration 0F: 3 clusters Score -1974523 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1979929.375000 Penalty: 4975.310547
	Iteration 1F: 3 clusters Score -1979929 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1980317.125000 Penalty: 4975.310547
	Iteration 2Q: 3 clusters Score -1980317 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1980660.375000 Penalty: 4975.310547
	Iteration 3Q: 3 clusters Score -1980660 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1980995.875000 Penalty: 4975.310547
	Iteration 4Q: 3 clusters Score -1980996 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1981409.250000 Penalty: 4975.310547
	Iteration 5Q: 3 clusters Score -1981409 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1981934.750000 Penalty: 4975.310547
	Iteration 6Q: 3 clusters Score -1981935 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1982578.500000 Penalty: 4975.310547
	Iteration 7F: 3 clusters Score -1982578 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1983293.500000 Penalty: 4975.310547
	Iteration 8F: 3 clusters Score -1983294 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1983969.000000 Penalty: 4975.310547
	Iteration 9F: 3 clusters Score -1983969 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1984560.125000 Penalty: 4975.310547
	Iteration 10Q: 3 clusters Score -1984560 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1985023.625000 Penalty: 4975.310547
	Iteration 11Q: 3 clusters Score -1985024 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1985367.000000 Penalty: 4975.310547
	Iteration 12Q: 3 clusters Score -1985367 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1985663.000000 Penalty: 4975.310547
	Iteration 13Q: 3 clusters Score -1985663 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1985893.250000 Penalty: 4975.310547
	Iteration 14Q: 3 clusters Score -1985893 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1986114.500000 Penalty: 4975.310547
	Iteration 15Q: 3 clusters Score -1986114 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1986309.625000 Penalty: 4975.310547
	Iteration 16Q: 3 clusters Score -1986310 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1986465.625000 Penalty: 4975.310547
	Iteration 17Q: 3 clusters Score -1986466 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1986652.625000 Penalty: 4975.310547
	Iteration 18Q: 3 clusters Score -1986653 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1986870.875000 Penalty: 4975.310547
	Iteration 19Q: 3 clusters Score -1986871 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1987150.750000 Penalty: 4975.310547
	Iteration 20F: 3 clusters Score -1987151 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1987422.750000 Penalty: 4975.310547
	Iteration 21Q: 3 clusters Score -1987423 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1987679.250000 Penalty: 4975.310547
	Iteration 22Q: 3 clusters Score -1987679 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1987905.500000 Penalty: 4975.310547
	Iteration 23Q: 3 clusters Score -1987906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1988068.750000 Penalty: 4975.310547
	Iteration 24Q: 3 clusters Score -1988069 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1988157.125000 Penalty: 4975.310547
	Iteration 25Q: 3 clusters Score -1988157 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1988216.125000 Penalty: 4975.310547
	Iteration 26Q: 3 clusters Score -1988216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1988251.250000 Penalty: 4975.310547
	Iteration 27Q: 3 clusters Score -1988251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1988271.500000 Penalty: 4975.310547
	Iteration 28Q: 3 clusters Score -1988272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1988283.875000 Penalty: 4975.310547
	Iteration 29Q: 3 clusters Score -1988284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1988296.750000 Penalty: 4975.310547
	Iteration 30Q: 3 clusters Score -1988297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1988314.875000 Penalty: 4975.310547
	Iteration 31Q: 3 clusters Score -1988315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1988331.750000 Penalty: 4975.310547
	Iteration 32Q: 3 clusters Score -1988332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1988343.000000 Penalty: 4975.310547
	Iteration 33Q: 3 clusters Score -1988343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1988350.125000 Penalty: 4975.310547
	Iteration 34Q: 3 clusters Score -1988350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1988352.625000 Penalty: 4975.310547
	Iteration 35Q: 3 clusters Score -1988353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1988358.375000 Penalty: 4975.310547
	Iteration 36Q: 3 clusters Score -1988358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1988358.875000 Penalty: 4975.310547
	Iteration 37Q: 3 clusters Score -1988359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1988359.500000 Penalty: 4975.310547
	Iteration 38Q: 3 clusters Score -1988360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1988362.375000 Penalty: 4975.310547
	Iteration 39Q: 3 clusters Score -1988362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1988365.500000 Penalty: 4975.310547
	Iteration 40F: 3 clusters Score -1988366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1988368.375000 Penalty: 4975.310547
	Iteration 41Q: 3 clusters Score -1988368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1988372.500000 Penalty: 4975.310547
	Iteration 42Q: 3 clusters Score -1988372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1988372.250000 Penalty: 4975.310547
	Iteration 43Q: 3 clusters Score -1988372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1988375.750000 Penalty: 4975.310547
	Iteration 44Q: 3 clusters Score -1988376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1988376.250000 Penalty: 4975.310547
	Iteration 45Q: 3 clusters Score -1988376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1988380.625000 Penalty: 4975.310547
	Iteration 46Q: 3 clusters Score -1988381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1988380.625000 Penalty: 4975.310547
	Iteration 47F: 3 clusters Score -1988381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -258128.359375 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -258128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -254774.218750 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -254774.2 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255502.140625 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -255502.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -255744.171875 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -255744.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -255916.015625 Penalty: 3983.567139
	Iteration 3F: 3 clusters Score -255916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -256066.625000 Penalty: 3983.567139
	Iteration 4F: 3 clusters Score -256066.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -256195.953125 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -256196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -256289.281250 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -256289.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -256357.843750 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -256357.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -256424.125000 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -256424.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -256474.703125 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -256474.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -256515.265625 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -256515.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -256550.421875 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -256550.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -256575.031250 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -256575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -256588.593750 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -256588.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -256604.703125 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -256604.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -256617.109375 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -256617.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -256629.765625 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -256629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -256634.937500 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -256634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -256640.437500 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -256640.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -256645.484375 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -256645.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -256651.062500 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -256651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -256653.062500 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -256653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -256655.296875 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -256655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -256657.796875 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -256657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -256659.156250 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -256659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256660.062500 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -256660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256659.734375 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -256659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256659.734375 Penalty: 3983.567139
	Iteration 27F: 3 clusters Score -256659.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -78419.414062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -78419.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76502.867188 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -76502.87 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76752.679688 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -76752.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76809.984375 Penalty: 3402.368896
	Iteration 2Q: 3 clusters Score -76809.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76836.148438 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -76836.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76853.828125 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -76853.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76862.671875 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -76862.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76873.937500 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -76873.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76883.945312 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -76883.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76892.640625 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -76892.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76899.648438 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -76899.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76905.796875 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -76905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76910.796875 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -76910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76912.835938 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -76912.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76914.500000 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -76914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76915.375000 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -76915.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76917.117188 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -76917.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76919.726562 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -76919.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76920.906250 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -76920.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76923.382812 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -76923.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76926.117188 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -76926.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76927.992188 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -76927.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76929.507812 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -76929.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76930.742188 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -76930.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76931.820312 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -76931.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76932.507812 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -76932.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76933.265625 Penalty: 3402.368896
	Iteration 25Q: 3 clusters Score -76933.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76933.265625 Penalty: 3402.368896
	Iteration 26F: 3 clusters Score -76933.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Entering Unmasked Estep 
Score: -3491043.250000 Penalty: 2616.643799
	Iteration 0F: 2 clusters Score -3491043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3465027.000000 Penalty: 5233.287598
	Iteration 0F: 3 clusters Score -3465027 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3474744.750000 Penalty: 5233.287598
	Iteration 1F: 3 clusters Score -3474745 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3475287.500000 Penalty: 5233.287598
	Iteration 2Q: 3 clusters Score -3475288 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3475841.750000 Penalty: 5233.287598
	Iteration 3Q: 3 clusters Score -3475842 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3476464.750000 Penalty: 5233.287598
	Iteration 4Q: 3 clusters Score -3476465 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3477266.250000 Penalty: 5233.287598
	Iteration 5Q: 3 clusters Score -3477266 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3478386.250000 Penalty: 5233.287598
	Iteration 6F: 3 clusters Score -3478386 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3479959.750000 Penalty: 5233.287598
	Iteration 7F: 3 clusters Score -3479960 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3482046.000000 Penalty: 5233.287598
	Iteration 8F: 3 clusters Score -3482046 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3484397.250000 Penalty: 5233.287598
	Iteration 9F: 3 clusters Score -3484397 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3486281.250000 Penalty: 5233.287598
	Iteration 10F: 3 clusters Score -3486281 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3487445.000000 Penalty: 5233.287598
	Iteration 11Q: 3 clusters Score -3487445 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3488092.750000 Penalty: 5233.287598
	Iteration 12Q: 3 clusters Score -3488093 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3488404.500000 Penalty: 5233.287598
	Iteration 13Q: 3 clusters Score -3488404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3488559.000000 Penalty: 5233.287598
	Iteration 14Q: 3 clusters Score -3488559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3488659.750000 Penalty: 5233.287598
	Iteration 15Q: 3 clusters Score -3488660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3488726.500000 Penalty: 5233.287598
	Iteration 16Q: 3 clusters Score -3488726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3488759.000000 Penalty: 5233.287598
	Iteration 17Q: 3 clusters Score -3488759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3488779.750000 Penalty: 5233.287598
	Iteration 18Q: 3 clusters Score -3488780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3488802.750000 Penalty: 5233.287598
	Iteration 19Q: 3 clusters Score -3488803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3488819.500000 Penalty: 5233.287598
	Iteration 20F: 3 clusters Score -3488820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3488830.250000 Penalty: 5233.287598
	Iteration 21Q: 3 clusters Score -3488830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3488842.750000 Penalty: 5233.287598
	Iteration 22Q: 3 clusters Score -3488843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3488854.000000 Penalty: 5233.287598
	Iteration 23Q: 3 clusters Score -3488854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3488866.000000 Penalty: 5233.287598
	Iteration 24Q: 3 clusters Score -3488866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3488864.750000 Penalty: 5233.287598
	Iteration 25Q: 3 clusters Score -3488865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3488862.500000 Penalty: 5233.287598
	Iteration 26Q: 3 clusters Score -3488862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3488864.500000 Penalty: 5233.287598
	Iteration 27Q: 3 clusters Score -3488864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3488864.500000 Penalty: 5233.287598
	Iteration 28F: 3 clusters Score -3488864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Entering Unmasked Estep 
Score: -12182274.000000 Penalty: 2927.242920
	Iteration 0F: 2 clusters Score -1.218227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -12093144.000000 Penalty: 5854.485840
	Iteration 0F: 3 clusters Score -1.209314e+07 nChanged 63646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -12129885.000000 Penalty: 5854.485840
	Iteration 1F: 3 clusters Score -1.212988e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -12131063.000000 Penalty: 5854.485840
	Iteration 2Q: 3 clusters Score -1.213106e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -12132503.000000 Penalty: 5854.485840
	Iteration 3Q: 3 clusters Score -1.21325e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -12134874.000000 Penalty: 5854.485840
	Iteration 4Q: 3 clusters Score -1.213487e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -12138707.000000 Penalty: 5854.485840
	Iteration 5F: 3 clusters Score -1.213871e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -12145255.000000 Penalty: 5854.485840
	Iteration 6F: 3 clusters Score -1.214526e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -12154653.000000 Penalty: 5854.485840
	Iteration 7F: 3 clusters Score -1.215465e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -12165036.000000 Penalty: 5854.485840
	Iteration 8F: 3 clusters Score -1.216504e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -12173195.000000 Penalty: 5854.485840
	Iteration 9F: 3 clusters Score -1.21732e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131114 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12177311.000000 Penalty: 5854.485840
	Iteration 10Q: 3 clusters Score -1.217731e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12178795.000000 Penalty: 5854.485840
	Iteration 11Q: 3 clusters Score -1.21788e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12179316.000000 Penalty: 5854.485840
	Iteration 12Q: 3 clusters Score -1.217932e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -12179484.000000 Penalty: 5854.485840
	Iteration 13Q: 3 clusters Score -1.217948e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12179555.000000 Penalty: 5854.485840
	Iteration 14Q: 3 clusters Score -1.217956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12179598.000000 Penalty: 5854.485840
	Iteration 15Q: 3 clusters Score -1.21796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12179631.000000 Penalty: 5854.485840
	Iteration 16Q: 3 clusters Score -1.217963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12179637.000000 Penalty: 5854.485840
	Iteration 17Q: 3 clusters Score -1.217964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133446 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12179650.000000 Penalty: 5854.485840
	Iteration 18Q: 3 clusters Score -1.217965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133450 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12179662.000000 Penalty: 5854.485840
	Iteration 19Q: 3 clusters Score -1.217966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12179674.000000 Penalty: 5854.485840
	Iteration 20F: 3 clusters Score -1.217967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12179688.000000 Penalty: 5854.485840
	Iteration 21Q: 3 clusters Score -1.217969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12179688.000000 Penalty: 5854.485840
	Iteration 22Q: 3 clusters Score -1.217969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12179688.000000 Penalty: 5854.485840
	Iteration 23F: 3 clusters Score -1.217969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Entering Unmasked Estep 
Score: -1950400.500000 Penalty: 2479.419922
	Iteration 0F: 2 clusters Score -1950400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1935126.875000 Penalty: 4958.839844
	Iteration 0F: 3 clusters Score -1935127 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1940376.125000 Penalty: 4958.839844
	Iteration 1F: 3 clusters Score -1940376 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1940720.000000 Penalty: 4958.839844
	Iteration 2Q: 3 clusters Score -1940720 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1940960.000000 Penalty: 4958.839844
	Iteration 3Q: 3 clusters Score -1940960 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1941132.000000 Penalty: 4958.839844
	Iteration 4Q: 3 clusters Score -1941132 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1941284.250000 Penalty: 4958.839844
	Iteration 5Q: 3 clusters Score -1941284 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1941455.500000 Penalty: 4958.839844
	Iteration 6Q: 3 clusters Score -1941456 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1941624.125000 Penalty: 4958.839844
	Iteration 7Q: 3 clusters Score -1941624 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1941844.375000 Penalty: 4958.839844
	Iteration 8Q: 3 clusters Score -1941844 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1942085.750000 Penalty: 4958.839844
	Iteration 9Q: 3 clusters Score -1942086 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1942422.250000 Penalty: 4958.839844
	Iteration 10Q: 3 clusters Score -1942422 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1942903.125000 Penalty: 4958.839844
	Iteration 11Q: 3 clusters Score -1942903 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1943508.750000 Penalty: 4958.839844
	Iteration 12Q: 3 clusters Score -1943509 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1944253.500000 Penalty: 4958.839844
	Iteration 13Q: 3 clusters Score -1944254 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1945105.000000 Penalty: 4958.839844
	Iteration 14F: 3 clusters Score -1945105 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1945896.000000 Penalty: 4958.839844
	Iteration 15Q: 3 clusters Score -1945896 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1946538.375000 Penalty: 4958.839844
	Iteration 16Q: 3 clusters Score -1946538 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1947036.000000 Penalty: 4958.839844
	Iteration 17Q: 3 clusters Score -1947036 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1947369.500000 Penalty: 4958.839844
	Iteration 18Q: 3 clusters Score -1947370 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1947592.250000 Penalty: 4958.839844
	Iteration 19Q: 3 clusters Score -1947592 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1947740.125000 Penalty: 4958.839844
	Iteration 20F: 3 clusters Score -1947740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1947852.375000 Penalty: 4958.839844
	Iteration 21Q: 3 clusters Score -1947852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1947924.750000 Penalty: 4958.839844
	Iteration 22Q: 3 clusters Score -1947925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1947975.250000 Penalty: 4958.839844
	Iteration 23Q: 3 clusters Score -1947975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1948009.000000 Penalty: 4958.839844
	Iteration 24Q: 3 clusters Score -1948009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1948031.000000 Penalty: 4958.839844
	Iteration 25Q: 3 clusters Score -1948031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1948053.000000 Penalty: 4958.839844
	Iteration 26Q: 3 clusters Score -1948053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1948063.750000 Penalty: 4958.839844
	Iteration 27Q: 3 clusters Score -1948064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1948082.000000 Penalty: 4958.839844
	Iteration 28Q: 3 clusters Score -1948082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1948096.375000 Penalty: 4958.839844
	Iteration 29Q: 3 clusters Score -1948096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1948111.625000 Penalty: 4958.839844
	Iteration 30Q: 3 clusters Score -1948112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1948122.125000 Penalty: 4958.839844
	Iteration 31Q: 3 clusters Score -1948122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1948127.125000 Penalty: 4958.839844
	Iteration 32Q: 3 clusters Score -1948127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1948128.500000 Penalty: 4958.839844
	Iteration 33Q: 3 clusters Score -1948128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1948131.625000 Penalty: 4958.839844
	Iteration 34Q: 3 clusters Score -1948132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1948134.250000 Penalty: 4958.839844
	Iteration 35Q: 3 clusters Score -1948134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1948136.250000 Penalty: 4958.839844
	Iteration 36Q: 3 clusters Score -1948136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1948135.125000 Penalty: 4958.839844
	Iteration 37Q: 3 clusters Score -1948135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1948137.000000 Penalty: 4958.839844
	Iteration 38Q: 3 clusters Score -1948137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1948137.625000 Penalty: 4958.839844
	Iteration 39Q: 3 clusters Score -1948138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1948139.125000 Penalty: 4958.839844
	Iteration 40F: 3 clusters Score -1948139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1948141.000000 Penalty: 4958.839844
	Iteration 41Q: 3 clusters Score -1948141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1948142.750000 Penalty: 4958.839844
	Iteration 42Q: 3 clusters Score -1948143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1948143.000000 Penalty: 4958.839844
	Iteration 43Q: 3 clusters Score -1948143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1948147.375000 Penalty: 4958.839844
	Iteration 44Q: 3 clusters Score -1948147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1948151.750000 Penalty: 4958.839844
	Iteration 45Q: 3 clusters Score -1948152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1948149.125000 Penalty: 4958.839844
	Iteration 46Q: 3 clusters Score -1948149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1948150.125000 Penalty: 4958.839844
	Iteration 47Q: 3 clusters Score -1948150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1948150.125000 Penalty: 4958.839844
	Iteration 48F: 3 clusters Score -1948150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (208050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208050 members 
Entering Unmasked Estep 
Score: -18273704.000000 Penalty: 3036.892334
	Iteration 0F: 2 clusters Score -1.82737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -18134068.000000 Penalty: 6073.784668
	Iteration 0F: 3 clusters Score -1.813407e+07 nChanged 99889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -18192514.000000 Penalty: 6073.784668
	Iteration 1F: 3 clusters Score -1.819251e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -18193856.000000 Penalty: 6073.784668
	Iteration 2Q: 3 clusters Score -1.819386e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -18195588.000000 Penalty: 6073.784668
	Iteration 3Q: 3 clusters Score -1.819559e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -18197364.000000 Penalty: 6073.784668
	Iteration 4Q: 3 clusters Score -1.819736e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -18199490.000000 Penalty: 6073.784668
	Iteration 5Q: 3 clusters Score -1.819949e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -18201878.000000 Penalty: 6073.784668
	Iteration 6Q: 3 clusters Score -1.820188e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -18205114.000000 Penalty: 6073.784668
	Iteration 7Q: 3 clusters Score -1.820511e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -18209456.000000 Penalty: 6073.784668
	Iteration 8Q: 3 clusters Score -1.820946e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -18215738.000000 Penalty: 6073.784668
	Iteration 9F: 3 clusters Score -1.821574e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -18223510.000000 Penalty: 6073.784668
	Iteration 10F: 3 clusters Score -1.822351e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -18230676.000000 Penalty: 6073.784668
	Iteration 11F: 3 clusters Score -1.823068e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121265 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -18234194.000000 Penalty: 6073.784668
	Iteration 12Q: 3 clusters Score -1.823419e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -18235614.000000 Penalty: 6073.784668
	Iteration 13Q: 3 clusters Score -1.823561e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125343 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -18236180.000000 Penalty: 6073.784668
	Iteration 14Q: 3 clusters Score -1.823618e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127591 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -18236610.000000 Penalty: 6073.784668
	Iteration 15Q: 3 clusters Score -1.823661e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -18236988.000000 Penalty: 6073.784668
	Iteration 16Q: 3 clusters Score -1.823699e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -18237596.000000 Penalty: 6073.784668
	Iteration 17Q: 3 clusters Score -1.82376e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -18238196.000000 Penalty: 6073.784668
	Iteration 18Q: 3 clusters Score -1.82382e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -18238856.000000 Penalty: 6073.784668
	Iteration 19Q: 3 clusters Score -1.823886e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -18239512.000000 Penalty: 6073.784668
	Iteration 20F: 3 clusters Score -1.823951e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -18240342.000000 Penalty: 6073.784668
	Iteration 21Q: 3 clusters Score -1.824034e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -18241386.000000 Penalty: 6073.784668
	Iteration 22Q: 3 clusters Score -1.824139e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -18242502.000000 Penalty: 6073.784668
	Iteration 23Q: 3 clusters Score -1.82425e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -18243948.000000 Penalty: 6073.784668
	Iteration 24Q: 3 clusters Score -1.824395e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160645 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -18245350.000000 Penalty: 6073.784668
	Iteration 25Q: 3 clusters Score -1.824535e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -18246978.000000 Penalty: 6073.784668
	Iteration 26Q: 3 clusters Score -1.824698e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169635 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -18248904.000000 Penalty: 6073.784668
	Iteration 27Q: 3 clusters Score -1.82489e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174180 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -18251016.000000 Penalty: 6073.784668
	Iteration 28Q: 3 clusters Score -1.825102e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -18253158.000000 Penalty: 6073.784668
	Iteration 29Q: 3 clusters Score -1.825316e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -18255524.000000 Penalty: 6073.784668
	Iteration 30Q: 3 clusters Score -1.825552e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187237 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -18257898.000000 Penalty: 6073.784668
	Iteration 31Q: 3 clusters Score -1.82579e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191055 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -18260102.000000 Penalty: 6073.784668
	Iteration 32Q: 3 clusters Score -1.82601e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194550 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -18262344.000000 Penalty: 6073.784668
	Iteration 33Q: 3 clusters Score -1.826234e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197654 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -18264420.000000 Penalty: 6073.784668
	Iteration 34Q: 3 clusters Score -1.826442e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200287 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -18266224.000000 Penalty: 6073.784668
	Iteration 35Q: 3 clusters Score -1.826622e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202372 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -18267666.000000 Penalty: 6073.784668
	Iteration 36Q: 3 clusters Score -1.826767e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203959 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -18268706.000000 Penalty: 6073.784668
	Iteration 37Q: 3 clusters Score -1.826871e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205077 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -18269438.000000 Penalty: 6073.784668
	Iteration 38Q: 3 clusters Score -1.826944e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205833 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18269860.000000 Penalty: 6073.784668
	Iteration 39Q: 3 clusters Score -1.826986e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206301 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -18270290.000000 Penalty: 6073.784668
	Iteration 40F: 3 clusters Score -1.827029e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206666 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -18270538.000000 Penalty: 6073.784668
	Iteration 41Q: 3 clusters Score -1.827054e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206927 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -18270780.000000 Penalty: 6073.784668
	Iteration 42Q: 3 clusters Score -1.827078e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207100 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18270910.000000 Penalty: 6073.784668
	Iteration 43Q: 3 clusters Score -1.827091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207185 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -18271016.000000 Penalty: 6073.784668
	Iteration 44Q: 3 clusters Score -1.827102e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207247 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -18271080.000000 Penalty: 6073.784668
	Iteration 45Q: 3 clusters Score -1.827108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207293 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -18271124.000000 Penalty: 6073.784668
	Iteration 46Q: 3 clusters Score -1.827112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207325 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -18271154.000000 Penalty: 6073.784668
	Iteration 47Q: 3 clusters Score -1.827115e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207353 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -18271168.000000 Penalty: 6073.784668
	Iteration 48Q: 3 clusters Score -1.827117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207367 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -18271184.000000 Penalty: 6073.784668
	Iteration 49Q: 3 clusters Score -1.827118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207382 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18271194.000000 Penalty: 6073.784668
	Iteration 50Q: 3 clusters Score -1.827119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207395 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -18271200.000000 Penalty: 6073.784668
	Iteration 51Q: 3 clusters Score -1.82712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207407 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18271192.000000 Penalty: 6073.784668
	Iteration 52Q: 3 clusters Score -1.827119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207414 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18271210.000000 Penalty: 6073.784668
	Iteration 53Q: 3 clusters Score -1.827121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207424 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -18271222.000000 Penalty: 6073.784668
	Iteration 54Q: 3 clusters Score -1.827122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18271238.000000 Penalty: 6073.784668
	Iteration 55Q: 3 clusters Score -1.827124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207435 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18271238.000000 Penalty: 6073.784668
	Iteration 56Q: 3 clusters Score -1.827124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207440 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18271258.000000 Penalty: 6073.784668
	Iteration 57Q: 3 clusters Score -1.827126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207443 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18271256.000000 Penalty: 6073.784668
	Iteration 58Q: 3 clusters Score -1.827126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207446 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18271252.000000 Penalty: 6073.784668
	Iteration 59Q: 3 clusters Score -1.827125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207449 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -18271258.000000 Penalty: 6073.784668
	Iteration 60F: 3 clusters Score -1.827126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207451 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18271250.000000 Penalty: 6073.784668
	Iteration 61Q: 3 clusters Score -1.827125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207453 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18271252.000000 Penalty: 6073.784668
	Iteration 62Q: 3 clusters Score -1.827125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18271254.000000 Penalty: 6073.784668
	Iteration 63Q: 3 clusters Score -1.827125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207455 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18271252.000000 Penalty: 6073.784668
	Iteration 64Q: 3 clusters Score -1.827125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207452 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18271252.000000 Penalty: 6073.784668
	Iteration 65Q: 3 clusters Score -1.827125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207453 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18271258.000000 Penalty: 6073.784668
	Iteration 66Q: 3 clusters Score -1.827126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207456 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18271262.000000 Penalty: 6073.784668
	Iteration 67Q: 3 clusters Score -1.827126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207456 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18271268.000000 Penalty: 6073.784668
	Iteration 68Q: 3 clusters Score -1.827127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207459 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18271252.000000 Penalty: 6073.784668
	Iteration 69Q: 3 clusters Score -1.827125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207462 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18271252.000000 Penalty: 6073.784668
	Iteration 70Q: 3 clusters Score -1.827125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207460 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -18271268.000000 Penalty: 6073.784668
	Iteration 71Q: 3 clusters Score -1.827127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18271268.000000 Penalty: 6073.784668
	Iteration 72Q: 3 clusters Score -1.827127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18271268.000000 Penalty: 6073.784668
	Iteration 73F: 3 clusters Score -1.827127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -505196.781250 Penalty: 2157.314209
	Iteration 0F: 2 clusters Score -505196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -500023.937500 Penalty: 4314.628418
	Iteration 0F: 3 clusters Score -500023.9 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -501302.281250 Penalty: 4314.628418
	Iteration 1F: 3 clusters Score -501302.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -501560.843750 Penalty: 4314.628418
	Iteration 2F: 3 clusters Score -501560.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -501737.468750 Penalty: 4314.628418
	Iteration 3F: 3 clusters Score -501737.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -501865.250000 Penalty: 4314.628418
	Iteration 4Q: 3 clusters Score -501865.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -501969.781250 Penalty: 4314.628418
	Iteration 5Q: 3 clusters Score -501969.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -502051.562500 Penalty: 4314.628418
	Iteration 6Q: 3 clusters Score -502051.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -502150.343750 Penalty: 4314.628418
	Iteration 7Q: 3 clusters Score -502150.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -502271.281250 Penalty: 4314.628418
	Iteration 8Q: 3 clusters Score -502271.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -502410.968750 Penalty: 4314.628418
	Iteration 9Q: 3 clusters Score -502411 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -502564.437500 Penalty: 4314.628418
	Iteration 10Q: 3 clusters Score -502564.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -502729.187500 Penalty: 4314.628418
	Iteration 11Q: 3 clusters Score -502729.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -502917.156250 Penalty: 4314.628418
	Iteration 12Q: 3 clusters Score -502917.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -503134.718750 Penalty: 4314.628418
	Iteration 13Q: 3 clusters Score -503134.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -503322.750000 Penalty: 4314.628418
	Iteration 14Q: 3 clusters Score -503322.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -503471.625000 Penalty: 4314.628418
	Iteration 15Q: 3 clusters Score -503471.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -503590.437500 Penalty: 4314.628418
	Iteration 16Q: 3 clusters Score -503590.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -503676.437500 Penalty: 4314.628418
	Iteration 17Q: 3 clusters Score -503676.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -503748.031250 Penalty: 4314.628418
	Iteration 18Q: 3 clusters Score -503748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -503786.062500 Penalty: 4314.628418
	Iteration 19Q: 3 clusters Score -503786.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -503823.125000 Penalty: 4314.628418
	Iteration 20F: 3 clusters Score -503823.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -503850.531250 Penalty: 4314.628418
	Iteration 21Q: 3 clusters Score -503850.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -503872.406250 Penalty: 4314.628418
	Iteration 22Q: 3 clusters Score -503872.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -503886.531250 Penalty: 4314.628418
	Iteration 23Q: 3 clusters Score -503886.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -503897.531250 Penalty: 4314.628418
	Iteration 24Q: 3 clusters Score -503897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -503911.968750 Penalty: 4314.628418
	Iteration 25Q: 3 clusters Score -503912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -503924.625000 Penalty: 4314.628418
	Iteration 26Q: 3 clusters Score -503924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -503935.406250 Penalty: 4314.628418
	Iteration 27Q: 3 clusters Score -503935.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -503942.406250 Penalty: 4314.628418
	Iteration 28Q: 3 clusters Score -503942.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -503948.500000 Penalty: 4314.628418
	Iteration 29Q: 3 clusters Score -503948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -503951.187500 Penalty: 4314.628418
	Iteration 30Q: 3 clusters Score -503951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -503954.656250 Penalty: 4314.628418
	Iteration 31Q: 3 clusters Score -503954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -503954.593750 Penalty: 4314.628418
	Iteration 32Q: 3 clusters Score -503954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -503957.093750 Penalty: 4314.628418
	Iteration 33Q: 3 clusters Score -503957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -503958.843750 Penalty: 4314.628418
	Iteration 34Q: 3 clusters Score -503958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -503960.437500 Penalty: 4314.628418
	Iteration 35Q: 3 clusters Score -503960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -503960.437500 Penalty: 4314.628418
	Iteration 36F: 3 clusters Score -503960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Entering Unmasked Estep 
Score: -8115358.000000 Penalty: 2830.252686
	Iteration 0F: 2 clusters Score -8115358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -8054877.000000 Penalty: 5660.505371
	Iteration 0F: 3 clusters Score -8054877 nChanged 42607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8079100.000000 Penalty: 5660.505371
	Iteration 1F: 3 clusters Score -8079100 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8080352.500000 Penalty: 5660.505371
	Iteration 2Q: 3 clusters Score -8080352 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -8082395.000000 Penalty: 5660.505371
	Iteration 3Q: 3 clusters Score -8082395 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -8085804.500000 Penalty: 5660.505371
	Iteration 4F: 3 clusters Score -8085804 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -8091199.500000 Penalty: 5660.505371
	Iteration 5F: 3 clusters Score -8091200 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -8098335.000000 Penalty: 5660.505371
	Iteration 6F: 3 clusters Score -8098335 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8104967.500000 Penalty: 5660.505371
	Iteration 7F: 3 clusters Score -8104968 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -8108638.500000 Penalty: 5660.505371
	Iteration 8Q: 3 clusters Score -8108638 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -8109997.000000 Penalty: 5660.505371
	Iteration 9Q: 3 clusters Score -8109997 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -8110609.000000 Penalty: 5660.505371
	Iteration 10Q: 3 clusters Score -8110609 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -8111055.000000 Penalty: 5660.505371
	Iteration 11Q: 3 clusters Score -8111055 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -8111342.000000 Penalty: 5660.505371
	Iteration 12Q: 3 clusters Score -8111342 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -8111543.500000 Penalty: 5660.505371
	Iteration 13Q: 3 clusters Score -8111544 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -8111698.500000 Penalty: 5660.505371
	Iteration 14Q: 3 clusters Score -8111698 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -8111874.000000 Penalty: 5660.505371
	Iteration 15Q: 3 clusters Score -8111874 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8112081.500000 Penalty: 5660.505371
	Iteration 16Q: 3 clusters Score -8112082 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8112215.500000 Penalty: 5660.505371
	Iteration 17Q: 3 clusters Score -8112216 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -8112325.500000 Penalty: 5660.505371
	Iteration 18Q: 3 clusters Score -8112326 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8112432.000000 Penalty: 5660.505371
	Iteration 19Q: 3 clusters Score -8112432 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -8112479.000000 Penalty: 5660.505371
	Iteration 20F: 3 clusters Score -8112479 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -8112537.000000 Penalty: 5660.505371
	Iteration 21Q: 3 clusters Score -8112537 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -8112600.000000 Penalty: 5660.505371
	Iteration 22Q: 3 clusters Score -8112600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -8112663.000000 Penalty: 5660.505371
	Iteration 23Q: 3 clusters Score -8112663 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8112677.500000 Penalty: 5660.505371
	Iteration 24Q: 3 clusters Score -8112678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8112738.000000 Penalty: 5660.505371
	Iteration 25Q: 3 clusters Score -8112738 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -8112782.500000 Penalty: 5660.505371
	Iteration 26Q: 3 clusters Score -8112782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -8112823.500000 Penalty: 5660.505371
	Iteration 27Q: 3 clusters Score -8112824 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8112878.500000 Penalty: 5660.505371
	Iteration 28Q: 3 clusters Score -8112878 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8112932.000000 Penalty: 5660.505371
	Iteration 29Q: 3 clusters Score -8112932 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -8112964.500000 Penalty: 5660.505371
	Iteration 30Q: 3 clusters Score -8112964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -8113013.000000 Penalty: 5660.505371
	Iteration 31Q: 3 clusters Score -8113013 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -8113102.500000 Penalty: 5660.505371
	Iteration 32Q: 3 clusters Score -8113102 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8113133.000000 Penalty: 5660.505371
	Iteration 33Q: 3 clusters Score -8113133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8113165.500000 Penalty: 5660.505371
	Iteration 34Q: 3 clusters Score -8113166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -8113202.500000 Penalty: 5660.505371
	Iteration 35Q: 3 clusters Score -8113202 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8113230.500000 Penalty: 5660.505371
	Iteration 36Q: 3 clusters Score -8113230 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8113273.500000 Penalty: 5660.505371
	Iteration 37Q: 3 clusters Score -8113274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -8113309.000000 Penalty: 5660.505371
	Iteration 38Q: 3 clusters Score -8113309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -8113347.500000 Penalty: 5660.505371
	Iteration 39Q: 3 clusters Score -8113348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -8113368.500000 Penalty: 5660.505371
	Iteration 40F: 3 clusters Score -8113368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8113406.500000 Penalty: 5660.505371
	Iteration 41Q: 3 clusters Score -8113406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8113423.000000 Penalty: 5660.505371
	Iteration 42Q: 3 clusters Score -8113423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -8113461.500000 Penalty: 5660.505371
	Iteration 43Q: 3 clusters Score -8113462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -8113484.000000 Penalty: 5660.505371
	Iteration 44Q: 3 clusters Score -8113484 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -8113506.500000 Penalty: 5660.505371
	Iteration 45Q: 3 clusters Score -8113506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8113527.500000 Penalty: 5660.505371
	Iteration 46Q: 3 clusters Score -8113528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8113544.000000 Penalty: 5660.505371
	Iteration 47Q: 3 clusters Score -8113544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8113579.500000 Penalty: 5660.505371
	Iteration 48Q: 3 clusters Score -8113580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8113580.500000 Penalty: 5660.505371
	Iteration 49Q: 3 clusters Score -8113580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8113594.500000 Penalty: 5660.505371
	Iteration 50Q: 3 clusters Score -8113594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -8113594.500000 Penalty: 5660.505371
	Iteration 51Q: 3 clusters Score -8113594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8113607.000000 Penalty: 5660.505371
	Iteration 52Q: 3 clusters Score -8113607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8113623.000000 Penalty: 5660.505371
	Iteration 53Q: 3 clusters Score -8113623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8113622.000000 Penalty: 5660.505371
	Iteration 54Q: 3 clusters Score -8113622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8113626.000000 Penalty: 5660.505371
	Iteration 55Q: 3 clusters Score -8113626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8113627.000000 Penalty: 5660.505371
	Iteration 56Q: 3 clusters Score -8113627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8113640.000000 Penalty: 5660.505371
	Iteration 57Q: 3 clusters Score -8113640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8113639.000000 Penalty: 5660.505371
	Iteration 58Q: 3 clusters Score -8113639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8113650.000000 Penalty: 5660.505371
	Iteration 59Q: 3 clusters Score -8113650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8113650.000000 Penalty: 5660.505371
	Iteration 60F: 3 clusters Score -8113650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8113644.000000 Penalty: 5660.505371
	Iteration 61Q: 3 clusters Score -8113644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8113653.500000 Penalty: 5660.505371
	Iteration 62Q: 3 clusters Score -8113654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8113680.500000 Penalty: 5660.505371
	Iteration 63Q: 3 clusters Score -8113680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8113686.000000 Penalty: 5660.505371
	Iteration 64Q: 3 clusters Score -8113686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8113695.000000 Penalty: 5660.505371
	Iteration 65Q: 3 clusters Score -8113695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8113708.000000 Penalty: 5660.505371
	Iteration 66Q: 3 clusters Score -8113708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8113720.500000 Penalty: 5660.505371
	Iteration 67Q: 3 clusters Score -8113720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8113709.000000 Penalty: 5660.505371
	Iteration 68Q: 3 clusters Score -8113709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8113712.000000 Penalty: 5660.505371
	Iteration 69Q: 3 clusters Score -8113712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8113713.500000 Penalty: 5660.505371
	Iteration 70Q: 3 clusters Score -8113714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8113705.000000 Penalty: 5660.505371
	Iteration 71Q: 3 clusters Score -8113705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8113702.000000 Penalty: 5660.505371
	Iteration 72Q: 3 clusters Score -8113702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8113704.500000 Penalty: 5660.505371
	Iteration 73Q: 3 clusters Score -8113704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8113700.000000 Penalty: 5660.505371
	Iteration 74Q: 3 clusters Score -8113700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8113695.500000 Penalty: 5660.505371
	Iteration 75Q: 3 clusters Score -8113696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8113685.000000 Penalty: 5660.505371
	Iteration 76Q: 3 clusters Score -8113685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8113681.000000 Penalty: 5660.505371
	Iteration 77Q: 3 clusters Score -8113681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8113674.500000 Penalty: 5660.505371
	Iteration 78Q: 3 clusters Score -8113674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8113686.500000 Penalty: 5660.505371
	Iteration 79Q: 3 clusters Score -8113686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8113679.000000 Penalty: 5660.505371
	Iteration 80F: 3 clusters Score -8113679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8113690.000000 Penalty: 5660.505371
	Iteration 81Q: 3 clusters Score -8113690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8113682.000000 Penalty: 5660.505371
	Iteration 82Q: 3 clusters Score -8113682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8113696.000000 Penalty: 5660.505371
	Iteration 83Q: 3 clusters Score -8113696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8113688.500000 Penalty: 5660.505371
	Iteration 84Q: 3 clusters Score -8113688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8113701.500000 Penalty: 5660.505371
	Iteration 85Q: 3 clusters Score -8113702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8113709.500000 Penalty: 5660.505371
	Iteration 86Q: 3 clusters Score -8113710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8113689.500000 Penalty: 5660.505371
	Iteration 87Q: 3 clusters Score -8113690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -8113692.500000 Penalty: 5660.505371
	Iteration 88Q: 3 clusters Score -8113692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -8113696.500000 Penalty: 5660.505371
	Iteration 89Q: 3 clusters Score -8113696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8113699.000000 Penalty: 5660.505371
	Iteration 90Q: 3 clusters Score -8113699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8113704.000000 Penalty: 5660.505371
	Iteration 91Q: 3 clusters Score -8113704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8113704.500000 Penalty: 5660.505371
	Iteration 92Q: 3 clusters Score -8113704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8113705.000000 Penalty: 5660.505371
	Iteration 93Q: 3 clusters Score -8113705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8113710.500000 Penalty: 5660.505371
	Iteration 94Q: 3 clusters Score -8113710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8113709.000000 Penalty: 5660.505371
	Iteration 95Q: 3 clusters Score -8113709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8113714.500000 Penalty: 5660.505371
	Iteration 96Q: 3 clusters Score -8113714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8113710.000000 Penalty: 5660.505371
	Iteration 97Q: 3 clusters Score -8113710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8113708.000000 Penalty: 5660.505371
	Iteration 98Q: 3 clusters Score -8113708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8113711.500000 Penalty: 5660.505371
	Iteration 99Q: 3 clusters Score -8113712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8113705.000000 Penalty: 5660.505371
	Iteration 100F: 3 clusters Score -8113705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8113717.500000 Penalty: 5660.505371
	Iteration 101Q: 3 clusters Score -8113718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8113717.000000 Penalty: 5660.505371
	Iteration 102Q: 3 clusters Score -8113717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8113715.500000 Penalty: 5660.505371
	Iteration 103Q: 3 clusters Score -8113716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8113713.500000 Penalty: 5660.505371
	Iteration 104Q: 3 clusters Score -8113714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8113715.000000 Penalty: 5660.505371
	Iteration 105Q: 3 clusters Score -8113715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8113717.000000 Penalty: 5660.505371
	Iteration 106Q: 3 clusters Score -8113717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8113720.000000 Penalty: 5660.505371
	Iteration 107Q: 3 clusters Score -8113720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8113729.000000 Penalty: 5660.505371
	Iteration 108Q: 3 clusters Score -8113729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8113728.500000 Penalty: 5660.505371
	Iteration 109Q: 3 clusters Score -8113728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8113728.000000 Penalty: 5660.505371
	Iteration 110Q: 3 clusters Score -8113728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8113726.500000 Penalty: 5660.505371
	Iteration 111Q: 3 clusters Score -8113726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8113731.000000 Penalty: 5660.505371
	Iteration 112Q: 3 clusters Score -8113731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8113731.000000 Penalty: 5660.505371
	Iteration 113F: 3 clusters Score -8113731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Entering Unmasked Estep 
Score: -1269604.250000 Penalty: 2370.725098
	Iteration 0F: 2 clusters Score -1269604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1259170.375000 Penalty: 4741.450195
	Iteration 0F: 3 clusters Score -1259170 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1262583.500000 Penalty: 4741.450195
	Iteration 1F: 3 clusters Score -1262584 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1263122.500000 Penalty: 4741.450195
	Iteration 2F: 3 clusters Score -1263122 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1263552.000000 Penalty: 4741.450195
	Iteration 3F: 3 clusters Score -1263552 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1263945.125000 Penalty: 4741.450195
	Iteration 4F: 3 clusters Score -1263945 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1264333.375000 Penalty: 4741.450195
	Iteration 5F: 3 clusters Score -1264333 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1264806.750000 Penalty: 4741.450195
	Iteration 6F: 3 clusters Score -1264807 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1265346.000000 Penalty: 4741.450195
	Iteration 7F: 3 clusters Score -1265346 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1265983.625000 Penalty: 4741.450195
	Iteration 8F: 3 clusters Score -1265984 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1266650.375000 Penalty: 4741.450195
	Iteration 9F: 3 clusters Score -1266650 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1267184.375000 Penalty: 4741.450195
	Iteration 10Q: 3 clusters Score -1267184 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1267517.000000 Penalty: 4741.450195
	Iteration 11Q: 3 clusters Score -1267517 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1267742.875000 Penalty: 4741.450195
	Iteration 12Q: 3 clusters Score -1267743 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1267891.875000 Penalty: 4741.450195
	Iteration 13Q: 3 clusters Score -1267892 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1267988.000000 Penalty: 4741.450195
	Iteration 14Q: 3 clusters Score -1267988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1268068.625000 Penalty: 4741.450195
	Iteration 15Q: 3 clusters Score -1268069 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1268135.500000 Penalty: 4741.450195
	Iteration 16Q: 3 clusters Score -1268136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1268188.625000 Penalty: 4741.450195
	Iteration 17Q: 3 clusters Score -1268189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1268223.000000 Penalty: 4741.450195
	Iteration 18Q: 3 clusters Score -1268223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1268250.375000 Penalty: 4741.450195
	Iteration 19Q: 3 clusters Score -1268250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1268274.375000 Penalty: 4741.450195
	Iteration 20F: 3 clusters Score -1268274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1268295.875000 Penalty: 4741.450195
	Iteration 21Q: 3 clusters Score -1268296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1268312.000000 Penalty: 4741.450195
	Iteration 22Q: 3 clusters Score -1268312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1268330.375000 Penalty: 4741.450195
	Iteration 23Q: 3 clusters Score -1268330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1268351.500000 Penalty: 4741.450195
	Iteration 24Q: 3 clusters Score -1268352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1268362.125000 Penalty: 4741.450195
	Iteration 25Q: 3 clusters Score -1268362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1268375.375000 Penalty: 4741.450195
	Iteration 26Q: 3 clusters Score -1268375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1268385.875000 Penalty: 4741.450195
	Iteration 27Q: 3 clusters Score -1268386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1268394.625000 Penalty: 4741.450195
	Iteration 28Q: 3 clusters Score -1268395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1268402.375000 Penalty: 4741.450195
	Iteration 29Q: 3 clusters Score -1268402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1268411.000000 Penalty: 4741.450195
	Iteration 30Q: 3 clusters Score -1268411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1268417.875000 Penalty: 4741.450195
	Iteration 31Q: 3 clusters Score -1268418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1268420.750000 Penalty: 4741.450195
	Iteration 32Q: 3 clusters Score -1268421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1268424.625000 Penalty: 4741.450195
	Iteration 33Q: 3 clusters Score -1268425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1268429.750000 Penalty: 4741.450195
	Iteration 34Q: 3 clusters Score -1268430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1268430.250000 Penalty: 4741.450195
	Iteration 35Q: 3 clusters Score -1268430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1268431.875000 Penalty: 4741.450195
	Iteration 36Q: 3 clusters Score -1268432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1268434.125000 Penalty: 4741.450195
	Iteration 37Q: 3 clusters Score -1268434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1268435.250000 Penalty: 4741.450195
	Iteration 38Q: 3 clusters Score -1268435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1268433.000000 Penalty: 4741.450195
	Iteration 39Q: 3 clusters Score -1268433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1268436.000000 Penalty: 4741.450195
	Iteration 40F: 3 clusters Score -1268436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1268435.500000 Penalty: 4741.450195
	Iteration 41Q: 3 clusters Score -1268436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1268434.500000 Penalty: 4741.450195
	Iteration 42Q: 3 clusters Score -1268434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1268436.625000 Penalty: 4741.450195
	Iteration 43Q: 3 clusters Score -1268437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1268438.125000 Penalty: 4741.450195
	Iteration 44Q: 3 clusters Score -1268438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1268436.750000 Penalty: 4741.450195
	Iteration 45Q: 3 clusters Score -1268437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1268436.750000 Penalty: 4741.450195
	Iteration 46F: 3 clusters Score -1268437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (200972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200972 members 
Entering Unmasked Estep 
Score: -17924912.000000 Penalty: 3028.308594
	Iteration 0F: 2 clusters Score -1.792491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 100485 members 
Entering Unmasked Estep 
Score: -17790346.000000 Penalty: 6056.617188
	Iteration 0F: 3 clusters Score -1.779035e+07 nChanged 96565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -17846516.000000 Penalty: 6056.617188
	Iteration 1F: 3 clusters Score -1.784652e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -17847414.000000 Penalty: 6056.617188
	Iteration 2Q: 3 clusters Score -1.784741e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -17848580.000000 Penalty: 6056.617188
	Iteration 3Q: 3 clusters Score -1.784858e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -17850074.000000 Penalty: 6056.617188
	Iteration 4Q: 3 clusters Score -1.785007e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -17851994.000000 Penalty: 6056.617188
	Iteration 5Q: 3 clusters Score -1.785199e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -17854946.000000 Penalty: 6056.617188
	Iteration 6Q: 3 clusters Score -1.785495e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 123521 members 
Entering Unmasked Estep 
Score: -17859190.000000 Penalty: 6056.617188
	Iteration 7Q: 3 clusters Score -1.785919e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -17865704.000000 Penalty: 6056.617188
	Iteration 8F: 3 clusters Score -1.78657e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -17874512.000000 Penalty: 6056.617188
	Iteration 9F: 3 clusters Score -1.787451e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -17885872.000000 Penalty: 6056.617188
	Iteration 10F: 3 clusters Score -1.788587e+07 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -17898642.000000 Penalty: 6056.617188
	Iteration 11F: 3 clusters Score -1.789864e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 187640 members 
Entering Unmasked Estep 
Score: -17909944.000000 Penalty: 6056.617188
	Iteration 12F: 3 clusters Score -1.790994e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -17916928.000000 Penalty: 6056.617188
	Iteration 13Q: 3 clusters Score -1.791693e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 198772 members 
Entering Unmasked Estep 
Score: -17920258.000000 Penalty: 6056.617188
	Iteration 14Q: 3 clusters Score -1.792026e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -17921520.000000 Penalty: 6056.617188
	Iteration 15Q: 3 clusters Score -1.792152e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -17921936.000000 Penalty: 6056.617188
	Iteration 16Q: 3 clusters Score -1.792194e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 200636 members 
Entering Unmasked Estep 
Score: -17922038.000000 Penalty: 6056.617188
	Iteration 17Q: 3 clusters Score -1.792204e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 200676 members 
Entering Unmasked Estep 
Score: -17922080.000000 Penalty: 6056.617188
	Iteration 18Q: 3 clusters Score -1.792208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 200692 members 
Entering Unmasked Estep 
Score: -17922136.000000 Penalty: 6056.617188
	Iteration 19Q: 3 clusters Score -1.792214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 200698 members 
Entering Unmasked Estep 
Score: -17922156.000000 Penalty: 6056.617188
	Iteration 20F: 3 clusters Score -1.792216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 200701 members 
Entering Unmasked Estep 
Score: -17922166.000000 Penalty: 6056.617188
	Iteration 21Q: 3 clusters Score -1.792217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200704 members 
Entering Unmasked Estep 
Score: -17922180.000000 Penalty: 6056.617188
	Iteration 22Q: 3 clusters Score -1.792218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200709 members 
Entering Unmasked Estep 
Score: -17922176.000000 Penalty: 6056.617188
	Iteration 23Q: 3 clusters Score -1.792218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 200710 members 
Entering Unmasked Estep 
Score: -17922202.000000 Penalty: 6056.617188
	Iteration 24Q: 3 clusters Score -1.79222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200713 members 
Entering Unmasked Estep 
Score: -17922210.000000 Penalty: 6056.617188
	Iteration 25Q: 3 clusters Score -1.792221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 200714 members 
Entering Unmasked Estep 
Score: -17922226.000000 Penalty: 6056.617188
	Iteration 26Q: 3 clusters Score -1.792223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -17922222.000000 Penalty: 6056.617188
	Iteration 27Q: 3 clusters Score -1.792222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -17922222.000000 Penalty: 6056.617188
	Iteration 28F: 3 clusters Score -1.792222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -318576.031250 Penalty: 2043.549927
	Iteration 0F: 2 clusters Score -318576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -314783.718750 Penalty: 4087.099854
	Iteration 0F: 3 clusters Score -314783.7 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -315655.125000 Penalty: 4087.099854
	Iteration 1F: 3 clusters Score -315655.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315927.375000 Penalty: 4087.099854
	Iteration 2F: 3 clusters Score -315927.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -316119.031250 Penalty: 4087.099854
	Iteration 3F: 3 clusters Score -316119 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -316278.000000 Penalty: 4087.099854
	Iteration 4Q: 3 clusters Score -316278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -316413.156250 Penalty: 4087.099854
	Iteration 5Q: 3 clusters Score -316413.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -316524.156250 Penalty: 4087.099854
	Iteration 6Q: 3 clusters Score -316524.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -316623.437500 Penalty: 4087.099854
	Iteration 7Q: 3 clusters Score -316623.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -316693.031250 Penalty: 4087.099854
	Iteration 8Q: 3 clusters Score -316693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -316744.718750 Penalty: 4087.099854
	Iteration 9Q: 3 clusters Score -316744.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -316787.062500 Penalty: 4087.099854
	Iteration 10Q: 3 clusters Score -316787.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -316815.312500 Penalty: 4087.099854
	Iteration 11Q: 3 clusters Score -316815.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -316832.750000 Penalty: 4087.099854
	Iteration 12Q: 3 clusters Score -316832.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -316850.406250 Penalty: 4087.099854
	Iteration 13Q: 3 clusters Score -316850.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -316870.718750 Penalty: 4087.099854
	Iteration 14Q: 3 clusters Score -316870.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -316883.656250 Penalty: 4087.099854
	Iteration 15Q: 3 clusters Score -316883.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -316895.093750 Penalty: 4087.099854
	Iteration 16Q: 3 clusters Score -316895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -316907.281250 Penalty: 4087.099854
	Iteration 17Q: 3 clusters Score -316907.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -316919.062500 Penalty: 4087.099854
	Iteration 18Q: 3 clusters Score -316919.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -316928.656250 Penalty: 4087.099854
	Iteration 19Q: 3 clusters Score -316928.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -316937.593750 Penalty: 4087.099854
	Iteration 20F: 3 clusters Score -316937.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -316945.375000 Penalty: 4087.099854
	Iteration 21Q: 3 clusters Score -316945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -316959.781250 Penalty: 4087.099854
	Iteration 22Q: 3 clusters Score -316959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -316981.593750 Penalty: 4087.099854
	Iteration 23Q: 3 clusters Score -316981.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -316995.531250 Penalty: 4087.099854
	Iteration 24Q: 3 clusters Score -316995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -317011.562500 Penalty: 4087.099854
	Iteration 25Q: 3 clusters Score -317011.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -317024.468750 Penalty: 4087.099854
	Iteration 26Q: 3 clusters Score -317024.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -317040.500000 Penalty: 4087.099854
	Iteration 27Q: 3 clusters Score -317040.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -317054.218750 Penalty: 4087.099854
	Iteration 28Q: 3 clusters Score -317054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -317065.750000 Penalty: 4087.099854
	Iteration 29Q: 3 clusters Score -317065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -317076.406250 Penalty: 4087.099854
	Iteration 30Q: 3 clusters Score -317076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -317087.531250 Penalty: 4087.099854
	Iteration 31Q: 3 clusters Score -317087.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -317101.875000 Penalty: 4087.099854
	Iteration 32Q: 3 clusters Score -317101.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -317118.312500 Penalty: 4087.099854
	Iteration 33Q: 3 clusters Score -317118.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -317135.687500 Penalty: 4087.099854
	Iteration 34Q: 3 clusters Score -317135.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -317155.125000 Penalty: 4087.099854
	Iteration 35Q: 3 clusters Score -317155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -317165.031250 Penalty: 4087.099854
	Iteration 36Q: 3 clusters Score -317165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -317174.468750 Penalty: 4087.099854
	Iteration 37Q: 3 clusters Score -317174.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -317185.187500 Penalty: 4087.099854
	Iteration 38Q: 3 clusters Score -317185.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -317191.687500 Penalty: 4087.099854
	Iteration 39Q: 3 clusters Score -317191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -317197.375000 Penalty: 4087.099854
	Iteration 40F: 3 clusters Score -317197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -317200.812500 Penalty: 4087.099854
	Iteration 41Q: 3 clusters Score -317200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -317208.187500 Penalty: 4087.099854
	Iteration 42Q: 3 clusters Score -317208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -317214.968750 Penalty: 4087.099854
	Iteration 43Q: 3 clusters Score -317215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -317218.656250 Penalty: 4087.099854
	Iteration 44Q: 3 clusters Score -317218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -317221.906250 Penalty: 4087.099854
	Iteration 45Q: 3 clusters Score -317221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -317222.593750 Penalty: 4087.099854
	Iteration 46Q: 3 clusters Score -317222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -317222.593750 Penalty: 4087.099854
	Iteration 47F: 3 clusters Score -317222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Entering Unmasked Estep 
Score: -2201031.250000 Penalty: 2505.135986
	Iteration 0F: 2 clusters Score -2201031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2184083.500000 Penalty: 5010.271973
	Iteration 0F: 3 clusters Score -2184084 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2189881.750000 Penalty: 5010.271973
	Iteration 1F: 3 clusters Score -2189882 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2190377.250000 Penalty: 5010.271973
	Iteration 2F: 3 clusters Score -2190377 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2190921.000000 Penalty: 5010.271973
	Iteration 3F: 3 clusters Score -2190921 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2191541.250000 Penalty: 5010.271973
	Iteration 4Q: 3 clusters Score -2191541 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2192362.250000 Penalty: 5010.271973
	Iteration 5F: 3 clusters Score -2192362 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2193457.250000 Penalty: 5010.271973
	Iteration 6F: 3 clusters Score -2193457 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2194754.500000 Penalty: 5010.271973
	Iteration 7F: 3 clusters Score -2194754 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2196086.250000 Penalty: 5010.271973
	Iteration 8F: 3 clusters Score -2196086 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2197214.750000 Penalty: 5010.271973
	Iteration 9F: 3 clusters Score -2197215 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2197968.750000 Penalty: 5010.271973
	Iteration 10Q: 3 clusters Score -2197969 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2198378.500000 Penalty: 5010.271973
	Iteration 11Q: 3 clusters Score -2198378 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2198564.750000 Penalty: 5010.271973
	Iteration 12Q: 3 clusters Score -2198565 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2198666.500000 Penalty: 5010.271973
	Iteration 13Q: 3 clusters Score -2198666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2198736.750000 Penalty: 5010.271973
	Iteration 14Q: 3 clusters Score -2198737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2198775.500000 Penalty: 5010.271973
	Iteration 15Q: 3 clusters Score -2198776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2198805.250000 Penalty: 5010.271973
	Iteration 16Q: 3 clusters Score -2198805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2198830.000000 Penalty: 5010.271973
	Iteration 17Q: 3 clusters Score -2198830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2198845.000000 Penalty: 5010.271973
	Iteration 18Q: 3 clusters Score -2198845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2198865.750000 Penalty: 5010.271973
	Iteration 19Q: 3 clusters Score -2198866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2198888.250000 Penalty: 5010.271973
	Iteration 20F: 3 clusters Score -2198888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2198901.250000 Penalty: 5010.271973
	Iteration 21Q: 3 clusters Score -2198901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2198903.000000 Penalty: 5010.271973
	Iteration 22Q: 3 clusters Score -2198903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2198904.750000 Penalty: 5010.271973
	Iteration 23Q: 3 clusters Score -2198905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2198909.000000 Penalty: 5010.271973
	Iteration 24Q: 3 clusters Score -2198909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2198909.500000 Penalty: 5010.271973
	Iteration 25Q: 3 clusters Score -2198910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2198912.000000 Penalty: 5010.271973
	Iteration 26Q: 3 clusters Score -2198912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2198911.500000 Penalty: 5010.271973
	Iteration 27Q: 3 clusters Score -2198912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2198911.500000 Penalty: 5010.271973
	Iteration 28F: 3 clusters Score -2198912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -288437.250000 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -288437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -284552.468750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -284552.5 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -285514.718750 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -285514.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -285788.062500 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -285788.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -285994.093750 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -285994.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -286185.781250 Penalty: 4120.132324
	Iteration 4F: 3 clusters Score -286185.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -286364.843750 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -286364.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -286548.687500 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -286548.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -286728.375000 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -286728.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -286849.812500 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -286849.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -286946.750000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -286946.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -287042.000000 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -287042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -287132.468750 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -287132.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -287204.218750 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -287204.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287262.562500 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -287262.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287322.343750 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -287322.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287370.312500 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -287370.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287410.906250 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -287410.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287455.812500 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -287455.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -287490.031250 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -287490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287514.406250 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -287514.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287531.312500 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -287531.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -287544.906250 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -287544.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -287552.968750 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -287553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -287561.093750 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -287561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287565.812500 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -287565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287568.968750 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -287569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287571.937500 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -287571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287575.468750 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -287575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287576.968750 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -287577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -287581.093750 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -287581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -287581.625000 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -287581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -287582.562500 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -287582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287583.062500 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -287583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -287584.406250 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -287584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -287585.312500 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -287585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -287586.906250 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -287586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287588.625000 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -287588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -287590.062500 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -287590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -287591.125000 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -287591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -287591.843750 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -287591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -287591.968750 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -287592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -287592.812500 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -287592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -287594.218750 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -287594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287595.781250 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -287595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -287597.500000 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -287597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -287598.750000 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -287598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287600.000000 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -287600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -287599.093750 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -287599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -287599.093750 Penalty: 4120.132324
	Iteration 48F: 3 clusters Score -287599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -180649.625000 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -180649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -177885.828125 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -177885.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -178435.250000 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -178435.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -178576.328125 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -178576.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -178668.015625 Penalty: 3820.691895
	Iteration 3Q: 3 clusters Score -178668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -178726.781250 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -178726.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178779.890625 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -178779.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -178836.000000 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -178836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -178955.687500 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -178955.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -179020.390625 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -179020.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -179079.640625 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -179079.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -179130.625000 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -179130.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -179179.296875 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -179179.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -179212.000000 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -179212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -179241.796875 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -179241.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -179269.718750 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -179269.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -179304.765625 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -179304.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -179341.156250 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -179341.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179402.781250 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -179402.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -179464.234375 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -179464.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179527.187500 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -179527.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -179596.875000 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -179596.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -179673.828125 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -179673.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179789.796875 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -179789.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179910.000000 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -179910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -180035.234375 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -180035.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180116.765625 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -180116.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180153.609375 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -180153.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -180163.375000 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -180163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -180165.765625 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -180165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -180167.796875 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -180167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180170.609375 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -180170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180170.609375 Penalty: 3820.691895
	Iteration 31F: 3 clusters Score -180170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -1663209.000000 Penalty: 2465.206787
	Iteration 0F: 2 clusters Score -1663209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1648699.750000 Penalty: 4930.413574
	Iteration 0F: 3 clusters Score -1648700 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1653491.375000 Penalty: 4930.413574
	Iteration 1F: 3 clusters Score -1653491 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1653897 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1654255.875000 Penalty: 4930.413574
	Iteration 3Q: 3 clusters Score -1654256 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1654600.625000 Penalty: 4930.413574
	Iteration 4Q: 3 clusters Score -1654601 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1654896.625000 Penalty: 4930.413574
	Iteration 5Q: 3 clusters Score -1654897 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1655167.250000 Penalty: 4930.413574
	Iteration 6Q: 3 clusters Score -1655167 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1655446.750000 Penalty: 4930.413574
	Iteration 7Q: 3 clusters Score -1655447 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1655764.125000 Penalty: 4930.413574
	Iteration 8Q: 3 clusters Score -1655764 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1656095.125000 Penalty: 4930.413574
	Iteration 9Q: 3 clusters Score -1656095 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1656494.625000 Penalty: 4930.413574
	Iteration 10Q: 3 clusters Score -1656495 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1656938.375000 Penalty: 4930.413574
	Iteration 11Q: 3 clusters Score -1656938 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1657404.750000 Penalty: 4930.413574
	Iteration 12Q: 3 clusters Score -1657405 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1657836.125000 Penalty: 4930.413574
	Iteration 13Q: 3 clusters Score -1657836 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1658206.500000 Penalty: 4930.413574
	Iteration 14Q: 3 clusters Score -1658206 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1658504.625000 Penalty: 4930.413574
	Iteration 15Q: 3 clusters Score -1658505 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1658737.125000 Penalty: 4930.413574
	Iteration 16Q: 3 clusters Score -1658737 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1658911.750000 Penalty: 4930.413574
	Iteration 17Q: 3 clusters Score -1658912 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1659020.375000 Penalty: 4930.413574
	Iteration 18Q: 3 clusters Score -1659020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1659103.250000 Penalty: 4930.413574
	Iteration 19Q: 3 clusters Score -1659103 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1659172.000000 Penalty: 4930.413574
	Iteration 20F: 3 clusters Score -1659172 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1659245.750000 Penalty: 4930.413574
	Iteration 21Q: 3 clusters Score -1659246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1659302.500000 Penalty: 4930.413574
	Iteration 22Q: 3 clusters Score -1659302 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1659379.125000 Penalty: 4930.413574
	Iteration 23Q: 3 clusters Score -1659379 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1659467.750000 Penalty: 4930.413574
	Iteration 24Q: 3 clusters Score -1659468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1659546.500000 Penalty: 4930.413574
	Iteration 25Q: 3 clusters Score -1659546 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1659630.125000 Penalty: 4930.413574
	Iteration 26Q: 3 clusters Score -1659630 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1659693.000000 Penalty: 4930.413574
	Iteration 27Q: 3 clusters Score -1659693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1659770.625000 Penalty: 4930.413574
	Iteration 28Q: 3 clusters Score -1659771 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1659848.500000 Penalty: 4930.413574
	Iteration 29Q: 3 clusters Score -1659848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1659923.375000 Penalty: 4930.413574
	Iteration 30Q: 3 clusters Score -1659923 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1659998.375000 Penalty: 4930.413574
	Iteration 31Q: 3 clusters Score -1659998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1660082.625000 Penalty: 4930.413574
	Iteration 32Q: 3 clusters Score -1660083 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1660159.000000 Penalty: 4930.413574
	Iteration 33Q: 3 clusters Score -1660159 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1660227.250000 Penalty: 4930.413574
	Iteration 34Q: 3 clusters Score -1660227 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1660306.750000 Penalty: 4930.413574
	Iteration 35Q: 3 clusters Score -1660307 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1660369.500000 Penalty: 4930.413574
	Iteration 36Q: 3 clusters Score -1660370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1660438.125000 Penalty: 4930.413574
	Iteration 37Q: 3 clusters Score -1660438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1660493.125000 Penalty: 4930.413574
	Iteration 38Q: 3 clusters Score -1660493 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1660540.125000 Penalty: 4930.413574
	Iteration 39Q: 3 clusters Score -1660540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1660584.375000 Penalty: 4930.413574
	Iteration 40F: 3 clusters Score -1660584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1660617.500000 Penalty: 4930.413574
	Iteration 41Q: 3 clusters Score -1660618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -1660668.250000 Penalty: 4930.413574
	Iteration 42Q: 3 clusters Score -1660668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1660722.750000 Penalty: 4930.413574
	Iteration 43Q: 3 clusters Score -1660723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1660751.500000 Penalty: 4930.413574
	Iteration 44Q: 3 clusters Score -1660752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1660774.625000 Penalty: 4930.413574
	Iteration 45Q: 3 clusters Score -1660775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1660800.875000 Penalty: 4930.413574
	Iteration 46Q: 3 clusters Score -1660801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1660833.375000 Penalty: 4930.413574
	Iteration 47Q: 3 clusters Score -1660833 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1660868.125000 Penalty: 4930.413574
	Iteration 48Q: 3 clusters Score -1660868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -1660899.750000 Penalty: 4930.413574
	Iteration 49Q: 3 clusters Score -1660900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1660934.625000 Penalty: 4930.413574
	Iteration 50Q: 3 clusters Score -1660935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1660957.000000 Penalty: 4930.413574
	Iteration 51Q: 3 clusters Score -1660957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1660975.750000 Penalty: 4930.413574
	Iteration 52Q: 3 clusters Score -1660976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1660999.000000 Penalty: 4930.413574
	Iteration 53Q: 3 clusters Score -1660999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1661022.375000 Penalty: 4930.413574
	Iteration 54Q: 3 clusters Score -1661022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1661037.375000 Penalty: 4930.413574
	Iteration 55Q: 3 clusters Score -1661037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -1661050.000000 Penalty: 4930.413574
	Iteration 56Q: 3 clusters Score -1661050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1661057.625000 Penalty: 4930.413574
	Iteration 57Q: 3 clusters Score -1661058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1661066.500000 Penalty: 4930.413574
	Iteration 58Q: 3 clusters Score -1661066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1661076.750000 Penalty: 4930.413574
	Iteration 59Q: 3 clusters Score -1661077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1661091.375000 Penalty: 4930.413574
	Iteration 60F: 3 clusters Score -1661091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1661099.750000 Penalty: 4930.413574
	Iteration 61Q: 3 clusters Score -1661100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1661101.875000 Penalty: 4930.413574
	Iteration 62Q: 3 clusters Score -1661102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1661114.000000 Penalty: 4930.413574
	Iteration 63Q: 3 clusters Score -1661114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1661113.500000 Penalty: 4930.413574
	Iteration 64Q: 3 clusters Score -1661114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1661119.625000 Penalty: 4930.413574
	Iteration 65Q: 3 clusters Score -1661120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -1661127.625000 Penalty: 4930.413574
	Iteration 66Q: 3 clusters Score -1661128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -1661131.500000 Penalty: 4930.413574
	Iteration 67Q: 3 clusters Score -1661132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1661136.625000 Penalty: 4930.413574
	Iteration 68Q: 3 clusters Score -1661137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1661141.625000 Penalty: 4930.413574
	Iteration 69Q: 3 clusters Score -1661142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1661149.250000 Penalty: 4930.413574
	Iteration 70Q: 3 clusters Score -1661149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1661155.000000 Penalty: 4930.413574
	Iteration 71Q: 3 clusters Score -1661155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1661157.750000 Penalty: 4930.413574
	Iteration 72Q: 3 clusters Score -1661158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1661156.000000 Penalty: 4930.413574
	Iteration 73Q: 3 clusters Score -1661156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1661160.375000 Penalty: 4930.413574
	Iteration 74Q: 3 clusters Score -1661160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1661160.500000 Penalty: 4930.413574
	Iteration 75Q: 3 clusters Score -1661160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1661160.875000 Penalty: 4930.413574
	Iteration 76Q: 3 clusters Score -1661161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1661161.000000 Penalty: 4930.413574
	Iteration 77Q: 3 clusters Score -1661161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1661163.500000 Penalty: 4930.413574
	Iteration 78Q: 3 clusters Score -1661164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1661163.500000 Penalty: 4930.413574
	Iteration 79F: 3 clusters Score -1661164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1017475.187500 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -1017475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1009035.937500 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -1009036 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1011453.437500 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -1011453 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1011726.375000 Penalty: 4628.202148
	Iteration 2F: 3 clusters Score -1011726 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1011925.312500 Penalty: 4628.202148
	Iteration 3Q: 3 clusters Score -1011925 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1012082.187500 Penalty: 4628.202148
	Iteration 4Q: 3 clusters Score -1012082 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1012230.187500 Penalty: 4628.202148
	Iteration 5Q: 3 clusters Score -1012230 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1012386.500000 Penalty: 4628.202148
	Iteration 6Q: 3 clusters Score -1012386 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1012562.125000 Penalty: 4628.202148
	Iteration 7Q: 3 clusters Score -1012562 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1012750.250000 Penalty: 4628.202148
	Iteration 8Q: 3 clusters Score -1012750 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1012998.625000 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -1012999 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1013285.875000 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -1013286 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1013622.875000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -1013623 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1014004.250000 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -1014004 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1014374.625000 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -1014375 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1014670.562500 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -1014671 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1014895.875000 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -1014896 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1015079.625000 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -1015080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1015189.062500 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -1015189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1015260.187500 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -1015260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1015312.625000 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -1015313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1015354.875000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -1015355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1015383.375000 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -1015383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1015400.125000 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -1015400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1015407.625000 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -1015408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1015415.062500 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -1015415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1015418.937500 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -1015419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1015426.625000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -1015427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1015431.875000 Penalty: 4628.202148
	Iteration 27Q: 3 clusters Score -1015432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1015438.625000 Penalty: 4628.202148
	Iteration 28Q: 3 clusters Score -1015439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1015440.312500 Penalty: 4628.202148
	Iteration 29Q: 3 clusters Score -1015440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1015441.000000 Penalty: 4628.202148
	Iteration 30Q: 3 clusters Score -1015441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1015448.062500 Penalty: 4628.202148
	Iteration 31Q: 3 clusters Score -1015448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1015450.812500 Penalty: 4628.202148
	Iteration 32Q: 3 clusters Score -1015451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1015450.687500 Penalty: 4628.202148
	Iteration 33Q: 3 clusters Score -1015451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1015452.187500 Penalty: 4628.202148
	Iteration 34Q: 3 clusters Score -1015452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1015454.062500 Penalty: 4628.202148
	Iteration 35Q: 3 clusters Score -1015454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1015455.687500 Penalty: 4628.202148
	Iteration 36Q: 3 clusters Score -1015456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1015456.750000 Penalty: 4628.202148
	Iteration 37Q: 3 clusters Score -1015457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1015459.000000 Penalty: 4628.202148
	Iteration 38Q: 3 clusters Score -1015459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1015459.000000 Penalty: 4628.202148
	Iteration 39F: 3 clusters Score -1015459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -983166.750000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -983166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -974509.250000 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -974509.2 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -977512.250000 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -977512.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -978152.937500 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -978152.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -978912.062500 Penalty: 4644.121094
	Iteration 3F: 3 clusters Score -978912.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -979747.437500 Penalty: 4644.121094
	Iteration 4F: 3 clusters Score -979747.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -980468.000000 Penalty: 4644.121094
	Iteration 5F: 3 clusters Score -980468 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -980998.187500 Penalty: 4644.121094
	Iteration 6F: 3 clusters Score -980998.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -981362.625000 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -981362.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -981604.937500 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -981604.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -981760.500000 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -981760.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -981856.125000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -981856.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -981912.312500 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -981912.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -981949.000000 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -981949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -981968.937500 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -981968.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -981980.437500 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -981980.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -981987.187500 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -981987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -981991.937500 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -981991.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -981996.812500 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -981996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -982003.187500 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -982003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -982008.000000 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -982008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -982015.500000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -982015.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -982018.062500 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -982018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -982020.437500 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -982020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -982024.000000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -982024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -982026.562500 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -982026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -982025.625000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -982025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -982027.375000 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -982027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -982030.062500 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -982030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -982027.937500 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -982027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -982030.187500 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -982030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -982029.062500 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -982029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -982028.937500 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -982028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -982031.687500 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -982031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -982032.500000 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -982032.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -982034.437500 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -982034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -982034.625000 Penalty: 4644.121094
	Iteration 35Q: 3 clusters Score -982034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -982037.687500 Penalty: 4644.121094
	Iteration 36Q: 3 clusters Score -982037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -982040.062500 Penalty: 4644.121094
	Iteration 37Q: 3 clusters Score -982040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -982041.125000 Penalty: 4644.121094
	Iteration 38Q: 3 clusters Score -982041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -982043.500000 Penalty: 4644.121094
	Iteration 39Q: 3 clusters Score -982043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -982043.312500 Penalty: 4644.121094
	Iteration 40F: 3 clusters Score -982043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -982043.437500 Penalty: 4644.121094
	Iteration 41Q: 3 clusters Score -982043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -982042.500000 Penalty: 4644.121094
	Iteration 42Q: 3 clusters Score -982042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -982042.437500 Penalty: 4644.121094
	Iteration 43Q: 3 clusters Score -982042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -982042.125000 Penalty: 4644.121094
	Iteration 44Q: 3 clusters Score -982042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -982041.062500 Penalty: 4644.121094
	Iteration 45Q: 3 clusters Score -982041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -982042.375000 Penalty: 4644.121094
	Iteration 46Q: 3 clusters Score -982042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -982041.062500 Penalty: 4644.121094
	Iteration 47Q: 3 clusters Score -982041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -982042.562500 Penalty: 4644.121094
	Iteration 48Q: 3 clusters Score -982042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -982044.437500 Penalty: 4644.121094
	Iteration 49Q: 3 clusters Score -982044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -982047.062500 Penalty: 4644.121094
	Iteration 50Q: 3 clusters Score -982047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -982047.062500 Penalty: 4644.121094
	Iteration 51F: 3 clusters Score -982047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Entering Unmasked Estep 
Score: -1453840.125000 Penalty: 2416.168457
	Iteration 0F: 2 clusters Score -1453840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1441666.625000 Penalty: 4832.336914
	Iteration 0F: 3 clusters Score -1441667 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1445724.875000 Penalty: 4832.336914
	Iteration 1F: 3 clusters Score -1445725 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1446301.375000 Penalty: 4832.336914
	Iteration 2F: 3 clusters Score -1446301 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1446934.875000 Penalty: 4832.336914
	Iteration 3F: 3 clusters Score -1446935 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1447651.250000 Penalty: 4832.336914
	Iteration 4F: 3 clusters Score -1447651 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1448459.250000 Penalty: 4832.336914
	Iteration 5F: 3 clusters Score -1448459 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1449207.125000 Penalty: 4832.336914
	Iteration 6F: 3 clusters Score -1449207 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1449969.875000 Penalty: 4832.336914
	Iteration 7F: 3 clusters Score -1449970 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1450651.750000 Penalty: 4832.336914
	Iteration 8F: 3 clusters Score -1450652 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1451177.375000 Penalty: 4832.336914
	Iteration 9Q: 3 clusters Score -1451177 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1451534.625000 Penalty: 4832.336914
	Iteration 10Q: 3 clusters Score -1451535 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1451759.500000 Penalty: 4832.336914
	Iteration 11Q: 3 clusters Score -1451760 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1451900.375000 Penalty: 4832.336914
	Iteration 12Q: 3 clusters Score -1451900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1452009.125000 Penalty: 4832.336914
	Iteration 13Q: 3 clusters Score -1452009 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1452091.625000 Penalty: 4832.336914
	Iteration 14Q: 3 clusters Score -1452092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1452164.625000 Penalty: 4832.336914
	Iteration 15Q: 3 clusters Score -1452165 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1452232.000000 Penalty: 4832.336914
	Iteration 16Q: 3 clusters Score -1452232 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1452296.000000 Penalty: 4832.336914
	Iteration 17Q: 3 clusters Score -1452296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1452355.875000 Penalty: 4832.336914
	Iteration 18Q: 3 clusters Score -1452356 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1452414.375000 Penalty: 4832.336914
	Iteration 19Q: 3 clusters Score -1452414 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1452463.000000 Penalty: 4832.336914
	Iteration 20F: 3 clusters Score -1452463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1452504.875000 Penalty: 4832.336914
	Iteration 21Q: 3 clusters Score -1452505 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1452556.625000 Penalty: 4832.336914
	Iteration 22Q: 3 clusters Score -1452557 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1452589.000000 Penalty: 4832.336914
	Iteration 23Q: 3 clusters Score -1452589 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1452632.625000 Penalty: 4832.336914
	Iteration 24Q: 3 clusters Score -1452633 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1452674.250000 Penalty: 4832.336914
	Iteration 25Q: 3 clusters Score -1452674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1452713.000000 Penalty: 4832.336914
	Iteration 26Q: 3 clusters Score -1452713 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1452747.750000 Penalty: 4832.336914
	Iteration 27Q: 3 clusters Score -1452748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1452766.125000 Penalty: 4832.336914
	Iteration 28Q: 3 clusters Score -1452766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1452784.750000 Penalty: 4832.336914
	Iteration 29Q: 3 clusters Score -1452785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1452799.625000 Penalty: 4832.336914
	Iteration 30Q: 3 clusters Score -1452800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1452813.125000 Penalty: 4832.336914
	Iteration 31Q: 3 clusters Score -1452813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1452825.625000 Penalty: 4832.336914
	Iteration 32Q: 3 clusters Score -1452826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1452831.625000 Penalty: 4832.336914
	Iteration 33Q: 3 clusters Score -1452832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1452835.875000 Penalty: 4832.336914
	Iteration 34Q: 3 clusters Score -1452836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1452835.125000 Penalty: 4832.336914
	Iteration 35Q: 3 clusters Score -1452835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1452836.000000 Penalty: 4832.336914
	Iteration 36Q: 3 clusters Score -1452836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1452837.000000 Penalty: 4832.336914
	Iteration 37Q: 3 clusters Score -1452837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1452837.875000 Penalty: 4832.336914
	Iteration 38Q: 3 clusters Score -1452838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1452837.750000 Penalty: 4832.336914
	Iteration 39Q: 3 clusters Score -1452838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1452839.125000 Penalty: 4832.336914
	Iteration 40F: 3 clusters Score -1452839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1452839.250000 Penalty: 4832.336914
	Iteration 41Q: 3 clusters Score -1452839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1452839.375000 Penalty: 4832.336914
	Iteration 42Q: 3 clusters Score -1452839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1452840.000000 Penalty: 4832.336914
	Iteration 43Q: 3 clusters Score -1452840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1452840.000000 Penalty: 4832.336914
	Iteration 44Q: 3 clusters Score -1452840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1452840.375000 Penalty: 4832.336914
	Iteration 45Q: 3 clusters Score -1452840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1452840.375000 Penalty: 4832.336914
	Iteration 46F: 3 clusters Score -1452840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Entering Unmasked Estep 
Score: -3902928.250000 Penalty: 2650.568848
	Iteration 0F: 2 clusters Score -3902928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3873397.250000 Penalty: 5301.137695
	Iteration 0F: 3 clusters Score -3873397 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3884277.000000 Penalty: 5301.137695
	Iteration 1F: 3 clusters Score -3884277 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3884779.000000 Penalty: 5301.137695
	Iteration 2Q: 3 clusters Score -3884779 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3885265.750000 Penalty: 5301.137695
	Iteration 3Q: 3 clusters Score -3885266 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3885801.500000 Penalty: 5301.137695
	Iteration 4Q: 3 clusters Score -3885802 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3886400.250000 Penalty: 5301.137695
	Iteration 5Q: 3 clusters Score -3886400 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3887223.750000 Penalty: 5301.137695
	Iteration 6Q: 3 clusters Score -3887224 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3888382.000000 Penalty: 5301.137695
	Iteration 7Q: 3 clusters Score -3888382 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3890032.750000 Penalty: 5301.137695
	Iteration 8F: 3 clusters Score -3890033 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3892060.000000 Penalty: 5301.137695
	Iteration 9F: 3 clusters Score -3892060 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3894265.250000 Penalty: 5301.137695
	Iteration 10F: 3 clusters Score -3894265 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3896089.750000 Penalty: 5301.137695
	Iteration 11Q: 3 clusters Score -3896090 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3897344.000000 Penalty: 5301.137695
	Iteration 12Q: 3 clusters Score -3897344 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3898059.000000 Penalty: 5301.137695
	Iteration 13Q: 3 clusters Score -3898059 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3898478.250000 Penalty: 5301.137695
	Iteration 14Q: 3 clusters Score -3898478 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3898777.750000 Penalty: 5301.137695
	Iteration 15Q: 3 clusters Score -3898778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3898950.000000 Penalty: 5301.137695
	Iteration 16Q: 3 clusters Score -3898950 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3899093.500000 Penalty: 5301.137695
	Iteration 17Q: 3 clusters Score -3899094 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3899199.000000 Penalty: 5301.137695
	Iteration 18Q: 3 clusters Score -3899199 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3899307.500000 Penalty: 5301.137695
	Iteration 19Q: 3 clusters Score -3899308 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3899399.500000 Penalty: 5301.137695
	Iteration 20F: 3 clusters Score -3899400 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3899484.000000 Penalty: 5301.137695
	Iteration 21Q: 3 clusters Score -3899484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3899542.500000 Penalty: 5301.137695
	Iteration 22Q: 3 clusters Score -3899542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3899603.500000 Penalty: 5301.137695
	Iteration 23Q: 3 clusters Score -3899604 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3899659.500000 Penalty: 5301.137695
	Iteration 24Q: 3 clusters Score -3899660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3899711.250000 Penalty: 5301.137695
	Iteration 25Q: 3 clusters Score -3899711 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3899750.250000 Penalty: 5301.137695
	Iteration 26Q: 3 clusters Score -3899750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3899799.000000 Penalty: 5301.137695
	Iteration 27Q: 3 clusters Score -3899799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3899838.000000 Penalty: 5301.137695
	Iteration 28Q: 3 clusters Score -3899838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3899876.250000 Penalty: 5301.137695
	Iteration 29Q: 3 clusters Score -3899876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3899913.250000 Penalty: 5301.137695
	Iteration 30Q: 3 clusters Score -3899913 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3899948.250000 Penalty: 5301.137695
	Iteration 31Q: 3 clusters Score -3899948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3899991.250000 Penalty: 5301.137695
	Iteration 32Q: 3 clusters Score -3899991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3900025.000000 Penalty: 5301.137695
	Iteration 33Q: 3 clusters Score -3900025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3900053.750000 Penalty: 5301.137695
	Iteration 34Q: 3 clusters Score -3900054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3900078.750000 Penalty: 5301.137695
	Iteration 35Q: 3 clusters Score -3900079 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3900110.500000 Penalty: 5301.137695
	Iteration 36Q: 3 clusters Score -3900110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3900155.000000 Penalty: 5301.137695
	Iteration 37Q: 3 clusters Score -3900155 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3900182.750000 Penalty: 5301.137695
	Iteration 38Q: 3 clusters Score -3900183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3900214.500000 Penalty: 5301.137695
	Iteration 39Q: 3 clusters Score -3900214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3900254.250000 Penalty: 5301.137695
	Iteration 40F: 3 clusters Score -3900254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3900291.000000 Penalty: 5301.137695
	Iteration 41Q: 3 clusters Score -3900291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3900342.750000 Penalty: 5301.137695
	Iteration 42Q: 3 clusters Score -3900343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3900361.000000 Penalty: 5301.137695
	Iteration 43Q: 3 clusters Score -3900361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3900385.750000 Penalty: 5301.137695
	Iteration 44Q: 3 clusters Score -3900386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3900417.500000 Penalty: 5301.137695
	Iteration 45Q: 3 clusters Score -3900418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3900444.500000 Penalty: 5301.137695
	Iteration 46Q: 3 clusters Score -3900444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3900468.250000 Penalty: 5301.137695
	Iteration 47Q: 3 clusters Score -3900468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3900499.000000 Penalty: 5301.137695
	Iteration 48Q: 3 clusters Score -3900499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3900515.750000 Penalty: 5301.137695
	Iteration 49Q: 3 clusters Score -3900516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3900545.750000 Penalty: 5301.137695
	Iteration 50Q: 3 clusters Score -3900546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3900543.250000 Penalty: 5301.137695
	Iteration 51Q: 3 clusters Score -3900543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3900553.000000 Penalty: 5301.137695
	Iteration 52Q: 3 clusters Score -3900553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3900572.500000 Penalty: 5301.137695
	Iteration 53Q: 3 clusters Score -3900572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3900580.750000 Penalty: 5301.137695
	Iteration 54Q: 3 clusters Score -3900581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3900579.250000 Penalty: 5301.137695
	Iteration 55Q: 3 clusters Score -3900579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3900581.250000 Penalty: 5301.137695
	Iteration 56Q: 3 clusters Score -3900581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3900581.500000 Penalty: 5301.137695
	Iteration 57Q: 3 clusters Score -3900582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3900586.250000 Penalty: 5301.137695
	Iteration 58Q: 3 clusters Score -3900586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3900585.500000 Penalty: 5301.137695
	Iteration 59Q: 3 clusters Score -3900586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3900593.000000 Penalty: 5301.137695
	Iteration 60F: 3 clusters Score -3900593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3900592.500000 Penalty: 5301.137695
	Iteration 61Q: 3 clusters Score -3900592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3900598.750000 Penalty: 5301.137695
	Iteration 62Q: 3 clusters Score -3900599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3900603.500000 Penalty: 5301.137695
	Iteration 63Q: 3 clusters Score -3900604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3900604.500000 Penalty: 5301.137695
	Iteration 64Q: 3 clusters Score -3900604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3900604.000000 Penalty: 5301.137695
	Iteration 65Q: 3 clusters Score -3900604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3900604.000000 Penalty: 5301.137695
	Iteration 66F: 3 clusters Score -3900604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -212222.093750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -212222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -209243.562500 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -209243.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -209807.187500 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -209807.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -209947.843750 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -209947.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -210033.281250 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -210033.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -210078.812500 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -210078.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -210111.640625 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -210111.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -210144.625000 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -210144.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -210169.500000 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -210169.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -210182.406250 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -210182.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -210195.234375 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -210195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -210204.734375 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -210204.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -210212.203125 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -210212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -210216.328125 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -210216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -210221.437500 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -210221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -210226.734375 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -210226.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -210233.109375 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -210233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -210242.796875 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -210242.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -210251.890625 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -210251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -210260.140625 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -210260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -210270.312500 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -210270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -210279.031250 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -210279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -210288.296875 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -210288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -210293.234375 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -210293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -210298.703125 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -210298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -210304.046875 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -210304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -210308.265625 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -210308.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -210311.781250 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -210311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -210316.531250 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -210316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -210321.281250 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -210321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -210325.453125 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -210325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -210328.687500 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -210328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -210335.015625 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -210335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -210342.484375 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -210342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -210347.656250 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -210347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -210354.234375 Penalty: 3891.908691
	Iteration 34Q: 3 clusters Score -210354.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -210360.171875 Penalty: 3891.908691
	Iteration 35Q: 3 clusters Score -210360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -210366.343750 Penalty: 3891.908691
	Iteration 36Q: 3 clusters Score -210366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -210372.562500 Penalty: 3891.908691
	Iteration 37Q: 3 clusters Score -210372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -210377.640625 Penalty: 3891.908691
	Iteration 38Q: 3 clusters Score -210377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -210382.812500 Penalty: 3891.908691
	Iteration 39Q: 3 clusters Score -210382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -210390.890625 Penalty: 3891.908691
	Iteration 40F: 3 clusters Score -210390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -210396.015625 Penalty: 3891.908691
	Iteration 41Q: 3 clusters Score -210396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -210400.359375 Penalty: 3891.908691
	Iteration 42Q: 3 clusters Score -210400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -210403.937500 Penalty: 3891.908691
	Iteration 43Q: 3 clusters Score -210403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -210406.546875 Penalty: 3891.908691
	Iteration 44Q: 3 clusters Score -210406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -210411.171875 Penalty: 3891.908691
	Iteration 45Q: 3 clusters Score -210411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -210415.500000 Penalty: 3891.908691
	Iteration 46Q: 3 clusters Score -210415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -210419.468750 Penalty: 3891.908691
	Iteration 47Q: 3 clusters Score -210419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -210424.218750 Penalty: 3891.908691
	Iteration 48Q: 3 clusters Score -210424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -210426.546875 Penalty: 3891.908691
	Iteration 49Q: 3 clusters Score -210426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -210427.453125 Penalty: 3891.908691
	Iteration 50Q: 3 clusters Score -210427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -210429.062500 Penalty: 3891.908691
	Iteration 51Q: 3 clusters Score -210429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -210432.593750 Penalty: 3891.908691
	Iteration 52Q: 3 clusters Score -210432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -210436.187500 Penalty: 3891.908691
	Iteration 53Q: 3 clusters Score -210436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -210441.640625 Penalty: 3891.908691
	Iteration 54Q: 3 clusters Score -210441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -210448.171875 Penalty: 3891.908691
	Iteration 55Q: 3 clusters Score -210448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -210451.375000 Penalty: 3891.908691
	Iteration 56Q: 3 clusters Score -210451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -210456.421875 Penalty: 3891.908691
	Iteration 57Q: 3 clusters Score -210456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -210458.453125 Penalty: 3891.908691
	Iteration 58Q: 3 clusters Score -210458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -210461.093750 Penalty: 3891.908691
	Iteration 59Q: 3 clusters Score -210461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -210463.421875 Penalty: 3891.908691
	Iteration 60F: 3 clusters Score -210463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -210464.468750 Penalty: 3891.908691
	Iteration 61Q: 3 clusters Score -210464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -210466.109375 Penalty: 3891.908691
	Iteration 62Q: 3 clusters Score -210466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -210466.031250 Penalty: 3891.908691
	Iteration 63Q: 3 clusters Score -210466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -210467.406250 Penalty: 3891.908691
	Iteration 64Q: 3 clusters Score -210467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -210468.500000 Penalty: 3891.908691
	Iteration 65Q: 3 clusters Score -210468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -210468.843750 Penalty: 3891.908691
	Iteration 66Q: 3 clusters Score -210468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -210468.843750 Penalty: 3891.908691
	Iteration 67F: 3 clusters Score -210468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Entering Unmasked Estep 
Score: -549126.250000 Penalty: 2179.873291
	Iteration 0F: 2 clusters Score -549126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -543612.625000 Penalty: 4359.746582
	Iteration 0F: 3 clusters Score -543612.6 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -545010.937500 Penalty: 4359.746582
	Iteration 1F: 3 clusters Score -545010.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -545225.125000 Penalty: 4359.746582
	Iteration 2F: 3 clusters Score -545225.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -545361.625000 Penalty: 4359.746582
	Iteration 3Q: 3 clusters Score -545361.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -545463.875000 Penalty: 4359.746582
	Iteration 4Q: 3 clusters Score -545463.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -545543.937500 Penalty: 4359.746582
	Iteration 5Q: 3 clusters Score -545543.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -545617.062500 Penalty: 4359.746582
	Iteration 6Q: 3 clusters Score -545617.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -545683.500000 Penalty: 4359.746582
	Iteration 7Q: 3 clusters Score -545683.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -545740.437500 Penalty: 4359.746582
	Iteration 8Q: 3 clusters Score -545740.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -545797.500000 Penalty: 4359.746582
	Iteration 9Q: 3 clusters Score -545797.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -545847.187500 Penalty: 4359.746582
	Iteration 10Q: 3 clusters Score -545847.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -545898.750000 Penalty: 4359.746582
	Iteration 11Q: 3 clusters Score -545898.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -545951.375000 Penalty: 4359.746582
	Iteration 12Q: 3 clusters Score -545951.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -545999.687500 Penalty: 4359.746582
	Iteration 13Q: 3 clusters Score -545999.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -546051.625000 Penalty: 4359.746582
	Iteration 14Q: 3 clusters Score -546051.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -546099.125000 Penalty: 4359.746582
	Iteration 15Q: 3 clusters Score -546099.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -546144.500000 Penalty: 4359.746582
	Iteration 16Q: 3 clusters Score -546144.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -546203.812500 Penalty: 4359.746582
	Iteration 17Q: 3 clusters Score -546203.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -546256.312500 Penalty: 4359.746582
	Iteration 18Q: 3 clusters Score -546256.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -546308.500000 Penalty: 4359.746582
	Iteration 19Q: 3 clusters Score -546308.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -546369.687500 Penalty: 4359.746582
	Iteration 20F: 3 clusters Score -546369.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -546428.062500 Penalty: 4359.746582
	Iteration 21Q: 3 clusters Score -546428.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -546500.187500 Penalty: 4359.746582
	Iteration 22Q: 3 clusters Score -546500.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -546602.125000 Penalty: 4359.746582
	Iteration 23Q: 3 clusters Score -546602.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -546716.687500 Penalty: 4359.746582
	Iteration 24Q: 3 clusters Score -546716.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -546837.375000 Penalty: 4359.746582
	Iteration 25Q: 3 clusters Score -546837.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -546957.437500 Penalty: 4359.746582
	Iteration 26Q: 3 clusters Score -546957.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -547053.625000 Penalty: 4359.746582
	Iteration 27Q: 3 clusters Score -547053.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -547145.375000 Penalty: 4359.746582
	Iteration 28Q: 3 clusters Score -547145.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -547219.812500 Penalty: 4359.746582
	Iteration 29Q: 3 clusters Score -547219.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -547293.062500 Penalty: 4359.746582
	Iteration 30Q: 3 clusters Score -547293.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -547364.250000 Penalty: 4359.746582
	Iteration 31Q: 3 clusters Score -547364.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -547424.687500 Penalty: 4359.746582
	Iteration 32Q: 3 clusters Score -547424.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -547465.375000 Penalty: 4359.746582
	Iteration 33Q: 3 clusters Score -547465.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -547489.250000 Penalty: 4359.746582
	Iteration 34Q: 3 clusters Score -547489.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -547515.875000 Penalty: 4359.746582
	Iteration 35Q: 3 clusters Score -547515.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -547531.250000 Penalty: 4359.746582
	Iteration 36Q: 3 clusters Score -547531.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -547541.125000 Penalty: 4359.746582
	Iteration 37Q: 3 clusters Score -547541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -547544.812500 Penalty: 4359.746582
	Iteration 38Q: 3 clusters Score -547544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -547546.562500 Penalty: 4359.746582
	Iteration 39Q: 3 clusters Score -547546.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -547549.812500 Penalty: 4359.746582
	Iteration 40F: 3 clusters Score -547549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -547553.062500 Penalty: 4359.746582
	Iteration 41Q: 3 clusters Score -547553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -547555.687500 Penalty: 4359.746582
	Iteration 42Q: 3 clusters Score -547555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -547557.937500 Penalty: 4359.746582
	Iteration 43Q: 3 clusters Score -547557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -547559.312500 Penalty: 4359.746582
	Iteration 44Q: 3 clusters Score -547559.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -547562.000000 Penalty: 4359.746582
	Iteration 45Q: 3 clusters Score -547562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -547561.375000 Penalty: 4359.746582
	Iteration 46Q: 3 clusters Score -547561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -547561.937500 Penalty: 4359.746582
	Iteration 47Q: 3 clusters Score -547561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -547561.687500 Penalty: 4359.746582
	Iteration 48Q: 3 clusters Score -547561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -547562.625000 Penalty: 4359.746582
	Iteration 49Q: 3 clusters Score -547562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -547562.437500 Penalty: 4359.746582
	Iteration 50Q: 3 clusters Score -547562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -547562.437500 Penalty: 4359.746582
	Iteration 51F: 3 clusters Score -547562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (153181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Entering Unmasked Estep 
Score: -13764572.000000 Penalty: 2960.965332
	Iteration 0F: 2 clusters Score -1.376457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -13661991.000000 Penalty: 5921.930664
	Iteration 0F: 3 clusters Score -1.366199e+07 nChanged 73318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -13705929.000000 Penalty: 5921.930664
	Iteration 1F: 3 clusters Score -1.370593e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -13708284.000000 Penalty: 5921.930664
	Iteration 2Q: 3 clusters Score -1.370828e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -13711421.000000 Penalty: 5921.930664
	Iteration 3Q: 3 clusters Score -1.371142e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -13715437.000000 Penalty: 5921.930664
	Iteration 4F: 3 clusters Score -1.371544e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -13720412.000000 Penalty: 5921.930664
	Iteration 5F: 3 clusters Score -1.372041e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -13725957.000000 Penalty: 5921.930664
	Iteration 6F: 3 clusters Score -1.372596e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -13731292.000000 Penalty: 5921.930664
	Iteration 7F: 3 clusters Score -1.373129e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -13736256.000000 Penalty: 5921.930664
	Iteration 8F: 3 clusters Score -1.373626e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -13739922.000000 Penalty: 5921.930664
	Iteration 9Q: 3 clusters Score -1.373992e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111159 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -13742332.000000 Penalty: 5921.930664
	Iteration 10Q: 3 clusters Score -1.374233e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113523 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -13743723.000000 Penalty: 5921.930664
	Iteration 11Q: 3 clusters Score -1.374372e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -13744800.000000 Penalty: 5921.930664
	Iteration 12Q: 3 clusters Score -1.37448e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118090 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -13745683.000000 Penalty: 5921.930664
	Iteration 13Q: 3 clusters Score -1.374568e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -13746606.000000 Penalty: 5921.930664
	Iteration 14Q: 3 clusters Score -1.374661e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122536 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -13747587.000000 Penalty: 5921.930664
	Iteration 15Q: 3 clusters Score -1.374759e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124690 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -13748369.000000 Penalty: 5921.930664
	Iteration 16Q: 3 clusters Score -1.374837e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -13749207.000000 Penalty: 5921.930664
	Iteration 17Q: 3 clusters Score -1.374921e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -13750049.000000 Penalty: 5921.930664
	Iteration 18Q: 3 clusters Score -1.375005e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130994 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -13750883.000000 Penalty: 5921.930664
	Iteration 19Q: 3 clusters Score -1.375088e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132994 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -13751653.000000 Penalty: 5921.930664
	Iteration 20F: 3 clusters Score -1.375165e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -13752497.000000 Penalty: 5921.930664
	Iteration 21Q: 3 clusters Score -1.37525e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -13753306.000000 Penalty: 5921.930664
	Iteration 22Q: 3 clusters Score -1.375331e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138769 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -13754130.000000 Penalty: 5921.930664
	Iteration 23Q: 3 clusters Score -1.375413e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -13754933.000000 Penalty: 5921.930664
	Iteration 24Q: 3 clusters Score -1.375493e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -13755774.000000 Penalty: 5921.930664
	Iteration 25Q: 3 clusters Score -1.375577e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -13756664.000000 Penalty: 5921.930664
	Iteration 26Q: 3 clusters Score -1.375666e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -13757392.000000 Penalty: 5921.930664
	Iteration 27Q: 3 clusters Score -1.375739e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -13758214.000000 Penalty: 5921.930664
	Iteration 28Q: 3 clusters Score -1.375821e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -13759029.000000 Penalty: 5921.930664
	Iteration 29Q: 3 clusters Score -1.375903e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149616 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -13759848.000000 Penalty: 5921.930664
	Iteration 30Q: 3 clusters Score -1.375985e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13760470.000000 Penalty: 5921.930664
	Iteration 31Q: 3 clusters Score -1.376047e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13760901.000000 Penalty: 5921.930664
	Iteration 32Q: 3 clusters Score -1.37609e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151802 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13761306.000000 Penalty: 5921.930664
	Iteration 33Q: 3 clusters Score -1.376131e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13761510.000000 Penalty: 5921.930664
	Iteration 34Q: 3 clusters Score -1.376151e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13761714.000000 Penalty: 5921.930664
	Iteration 35Q: 3 clusters Score -1.376171e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152437 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13761789.000000 Penalty: 5921.930664
	Iteration 36Q: 3 clusters Score -1.376179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13761829.000000 Penalty: 5921.930664
	Iteration 37Q: 3 clusters Score -1.376183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -13761855.000000 Penalty: 5921.930664
	Iteration 38Q: 3 clusters Score -1.376186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13761886.000000 Penalty: 5921.930664
	Iteration 39Q: 3 clusters Score -1.376189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13761919.000000 Penalty: 5921.930664
	Iteration 40F: 3 clusters Score -1.376192e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13761944.000000 Penalty: 5921.930664
	Iteration 41Q: 3 clusters Score -1.376194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13761950.000000 Penalty: 5921.930664
	Iteration 42Q: 3 clusters Score -1.376195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13761970.000000 Penalty: 5921.930664
	Iteration 43Q: 3 clusters Score -1.376197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13761973.000000 Penalty: 5921.930664
	Iteration 44Q: 3 clusters Score -1.376197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13761976.000000 Penalty: 5921.930664
	Iteration 45Q: 3 clusters Score -1.376198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13761982.000000 Penalty: 5921.930664
	Iteration 46Q: 3 clusters Score -1.376198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13761985.000000 Penalty: 5921.930664
	Iteration 47Q: 3 clusters Score -1.376198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -13761987.000000 Penalty: 5921.930664
	Iteration 48Q: 3 clusters Score -1.376199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13761989.000000 Penalty: 5921.930664
	Iteration 49Q: 3 clusters Score -1.376199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13761989.000000 Penalty: 5921.930664
	Iteration 50F: 3 clusters Score -1.376199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434247 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90428 members 
Mstep: Class 23 contains 14177 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 399Q: 37 clusters Score -1.46493e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434248 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90425 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200972 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493024.000000 Penalty: 128110.953125
Iteration 400F: 37 clusters Score -1.46493e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434250 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90424 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200971 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493056.000000 Penalty: 128110.953125
Iteration 401Q: 37 clusters Score -1.464931e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434250 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208051 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90424 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200971 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493104.000000 Penalty: 128110.953125
Iteration 402Q: 37 clusters Score -1.464931e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434250 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90424 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200973 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493088.000000 Penalty: 128110.953125
Iteration 403Q: 37 clusters Score -1.464931e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434250 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22715 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90424 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200974 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493072.000000 Penalty: 128110.953125
Iteration 404Q: 37 clusters Score -1.464931e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434250 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90424 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200974 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 405Q: 37 clusters Score -1.46493e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 25073 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 67020 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 434250 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 18 contains 133706 members 
Mstep: Class 19 contains 21975 members 
Mstep: Class 20 contains 208050 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 90424 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 200974 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 24376 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 17028 members 
Mstep: Class 33 contains 43817 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 153179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493040.000000 Penalty: 128110.953125
Iteration 406F: 37 clusters Score -1.46493e+08 nChanged 0
Entering ConstructFrom: 
Score: -146493040.000000 Penalty: 128110.953125
Entering ConstructFrom: 
Trying to split cluster 1 (22236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Entering Unmasked Estep 
Score: -1918239.750000 Penalty: 2482.348145
	Iteration 0F: 2 clusters Score -1918240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1902798.375000 Penalty: 4964.696289
	Iteration 0F: 3 clusters Score -1902798 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1907981.750000 Penalty: 4964.696289
	Iteration 1F: 3 clusters Score -1907982 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1908392.750000 Penalty: 4964.696289
	Iteration 2F: 3 clusters Score -1908393 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1908746.625000 Penalty: 4964.696289
	Iteration 3Q: 3 clusters Score -1908747 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1909137.000000 Penalty: 4964.696289
	Iteration 4Q: 3 clusters Score -1909137 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1909656.125000 Penalty: 4964.696289
	Iteration 5Q: 3 clusters Score -1909656 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1910377.750000 Penalty: 4964.696289
	Iteration 6F: 3 clusters Score -1910378 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1911336.250000 Penalty: 4964.696289
	Iteration 7F: 3 clusters Score -1911336 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1912448.500000 Penalty: 4964.696289
	Iteration 8F: 3 clusters Score -1912448 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1913462.375000 Penalty: 4964.696289
	Iteration 9F: 3 clusters Score -1913462 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1914283.750000 Penalty: 4964.696289
	Iteration 10Q: 3 clusters Score -1914284 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1914851.750000 Penalty: 4964.696289
	Iteration 11Q: 3 clusters Score -1914852 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1915200.250000 Penalty: 4964.696289
	Iteration 12Q: 3 clusters Score -1915200 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1915443.125000 Penalty: 4964.696289
	Iteration 13Q: 3 clusters Score -1915443 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1915643.625000 Penalty: 4964.696289
	Iteration 14Q: 3 clusters Score -1915644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1915806.000000 Penalty: 4964.696289
	Iteration 15Q: 3 clusters Score -1915806 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1915908.875000 Penalty: 4964.696289
	Iteration 16Q: 3 clusters Score -1915909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1915973.625000 Penalty: 4964.696289
	Iteration 17Q: 3 clusters Score -1915974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1916008.625000 Penalty: 4964.696289
	Iteration 18Q: 3 clusters Score -1916009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1916033.125000 Penalty: 4964.696289
	Iteration 19Q: 3 clusters Score -1916033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1916043.000000 Penalty: 4964.696289
	Iteration 20F: 3 clusters Score -1916043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1916054.750000 Penalty: 4964.696289
	Iteration 21Q: 3 clusters Score -1916055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1916055.500000 Penalty: 4964.696289
	Iteration 22Q: 3 clusters Score -1916056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1916060.000000 Penalty: 4964.696289
	Iteration 23Q: 3 clusters Score -1916060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1916065.875000 Penalty: 4964.696289
	Iteration 24Q: 3 clusters Score -1916066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1916068.125000 Penalty: 4964.696289
	Iteration 25Q: 3 clusters Score -1916068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1916073.875000 Penalty: 4964.696289
	Iteration 26Q: 3 clusters Score -1916074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1916077.625000 Penalty: 4964.696289
	Iteration 27Q: 3 clusters Score -1916078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1916078.875000 Penalty: 4964.696289
	Iteration 28Q: 3 clusters Score -1916079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1916078.875000 Penalty: 4964.696289
	Iteration 29F: 3 clusters Score -1916079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Entering Unmasked Estep 
Score: -2420918.250000 Penalty: 2528.674805
	Iteration 0F: 2 clusters Score -2420918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2402456.250000 Penalty: 5057.349609
	Iteration 0F: 3 clusters Score -2402456 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2409024.500000 Penalty: 5057.349609
	Iteration 1F: 3 clusters Score -2409024 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2409443.500000 Penalty: 5057.349609
	Iteration 2Q: 3 clusters Score -2409444 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2409782.500000 Penalty: 5057.349609
	Iteration 3Q: 3 clusters Score -2409782 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2410107.000000 Penalty: 5057.349609
	Iteration 4Q: 3 clusters Score -2410107 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2410434.250000 Penalty: 5057.349609
	Iteration 5Q: 3 clusters Score -2410434 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2410854.250000 Penalty: 5057.349609
	Iteration 6Q: 3 clusters Score -2410854 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2411374.000000 Penalty: 5057.349609
	Iteration 7Q: 3 clusters Score -2411374 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2411973.750000 Penalty: 5057.349609
	Iteration 8Q: 3 clusters Score -2411974 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2412578.250000 Penalty: 5057.349609
	Iteration 9Q: 3 clusters Score -2412578 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2413302.250000 Penalty: 5057.349609
	Iteration 10Q: 3 clusters Score -2413302 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2414088.000000 Penalty: 5057.349609
	Iteration 11Q: 3 clusters Score -2414088 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2414901.000000 Penalty: 5057.349609
	Iteration 12Q: 3 clusters Score -2414901 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2415658.000000 Penalty: 5057.349609
	Iteration 13Q: 3 clusters Score -2415658 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2416310.000000 Penalty: 5057.349609
	Iteration 14Q: 3 clusters Score -2416310 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2416858.750000 Penalty: 5057.349609
	Iteration 15Q: 3 clusters Score -2416859 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2417303.250000 Penalty: 5057.349609
	Iteration 16Q: 3 clusters Score -2417303 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2417633.500000 Penalty: 5057.349609
	Iteration 17Q: 3 clusters Score -2417634 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2417894.250000 Penalty: 5057.349609
	Iteration 18Q: 3 clusters Score -2417894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2418076.500000 Penalty: 5057.349609
	Iteration 19Q: 3 clusters Score -2418076 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2418225.750000 Penalty: 5057.349609
	Iteration 20F: 3 clusters Score -2418226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2418341.000000 Penalty: 5057.349609
	Iteration 21Q: 3 clusters Score -2418341 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2418419.500000 Penalty: 5057.349609
	Iteration 22Q: 3 clusters Score -2418420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2418480.250000 Penalty: 5057.349609
	Iteration 23Q: 3 clusters Score -2418480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2418519.250000 Penalty: 5057.349609
	Iteration 24Q: 3 clusters Score -2418519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2418555.000000 Penalty: 5057.349609
	Iteration 25Q: 3 clusters Score -2418555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2418586.250000 Penalty: 5057.349609
	Iteration 26Q: 3 clusters Score -2418586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2418617.000000 Penalty: 5057.349609
	Iteration 27Q: 3 clusters Score -2418617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2418636.000000 Penalty: 5057.349609
	Iteration 28Q: 3 clusters Score -2418636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2418650.750000 Penalty: 5057.349609
	Iteration 29Q: 3 clusters Score -2418651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2418665.000000 Penalty: 5057.349609
	Iteration 30Q: 3 clusters Score -2418665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2418675.000000 Penalty: 5057.349609
	Iteration 31Q: 3 clusters Score -2418675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2418687.750000 Penalty: 5057.349609
	Iteration 32Q: 3 clusters Score -2418688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2418698.500000 Penalty: 5057.349609
	Iteration 33Q: 3 clusters Score -2418698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2418702.750000 Penalty: 5057.349609
	Iteration 34Q: 3 clusters Score -2418703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2418709.500000 Penalty: 5057.349609
	Iteration 35Q: 3 clusters Score -2418710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2418712.750000 Penalty: 5057.349609
	Iteration 36Q: 3 clusters Score -2418713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2418718.000000 Penalty: 5057.349609
	Iteration 37Q: 3 clusters Score -2418718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2418721.500000 Penalty: 5057.349609
	Iteration 38Q: 3 clusters Score -2418722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2418722.250000 Penalty: 5057.349609
	Iteration 39Q: 3 clusters Score -2418722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2418723.750000 Penalty: 5057.349609
	Iteration 40F: 3 clusters Score -2418724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2418723.500000 Penalty: 5057.349609
	Iteration 41Q: 3 clusters Score -2418724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2418725.000000 Penalty: 5057.349609
	Iteration 42Q: 3 clusters Score -2418725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2418725.500000 Penalty: 5057.349609
	Iteration 43Q: 3 clusters Score -2418726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2418726.000000 Penalty: 5057.349609
	Iteration 44Q: 3 clusters Score -2418726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2418725.500000 Penalty: 5057.349609
	Iteration 45Q: 3 clusters Score -2418726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2418725.750000 Penalty: 5057.349609
	Iteration 46Q: 3 clusters Score -2418726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2418727.250000 Penalty: 5057.349609
	Iteration 47Q: 3 clusters Score -2418727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2418729.000000 Penalty: 5057.349609
	Iteration 48Q: 3 clusters Score -2418729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2418733.500000 Penalty: 5057.349609
	Iteration 49Q: 3 clusters Score -2418734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2418735.000000 Penalty: 5057.349609
	Iteration 50Q: 3 clusters Score -2418735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2418740.750000 Penalty: 5057.349609
	Iteration 51Q: 3 clusters Score -2418741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2418740.750000 Penalty: 5057.349609
	Iteration 52F: 3 clusters Score -2418741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Entering Unmasked Estep 
Score: -2146570.500000 Penalty: 2512.127686
	Iteration 0F: 2 clusters Score -2146570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2129253.250000 Penalty: 5024.255371
	Iteration 0F: 3 clusters Score -2129253 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2135145.250000 Penalty: 5024.255371
	Iteration 1F: 3 clusters Score -2135145 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2135591.250000 Penalty: 5024.255371
	Iteration 2F: 3 clusters Score -2135591 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2135948.000000 Penalty: 5024.255371
	Iteration 3Q: 3 clusters Score -2135948 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2136347.750000 Penalty: 5024.255371
	Iteration 4Q: 3 clusters Score -2136348 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2136782.000000 Penalty: 5024.255371
	Iteration 5Q: 3 clusters Score -2136782 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2137359.250000 Penalty: 5024.255371
	Iteration 6Q: 3 clusters Score -2137359 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2138152.750000 Penalty: 5024.255371
	Iteration 7F: 3 clusters Score -2138153 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2139066.250000 Penalty: 5024.255371
	Iteration 8F: 3 clusters Score -2139066 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2140156.000000 Penalty: 5024.255371
	Iteration 9F: 3 clusters Score -2140156 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2141261.500000 Penalty: 5024.255371
	Iteration 10F: 3 clusters Score -2141262 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2142247.750000 Penalty: 5024.255371
	Iteration 11Q: 3 clusters Score -2142248 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2143109.500000 Penalty: 5024.255371
	Iteration 12Q: 3 clusters Score -2143110 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2143764.500000 Penalty: 5024.255371
	Iteration 13Q: 3 clusters Score -2143764 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2144207.500000 Penalty: 5024.255371
	Iteration 14Q: 3 clusters Score -2144208 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2144425.250000 Penalty: 5024.255371
	Iteration 15Q: 3 clusters Score -2144425 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2144555.250000 Penalty: 5024.255371
	Iteration 16Q: 3 clusters Score -2144555 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2144638.000000 Penalty: 5024.255371
	Iteration 17Q: 3 clusters Score -2144638 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2144694.250000 Penalty: 5024.255371
	Iteration 18Q: 3 clusters Score -2144694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2144738.000000 Penalty: 5024.255371
	Iteration 19Q: 3 clusters Score -2144738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2144768.250000 Penalty: 5024.255371
	Iteration 20F: 3 clusters Score -2144768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2144791.750000 Penalty: 5024.255371
	Iteration 21Q: 3 clusters Score -2144792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2144807.500000 Penalty: 5024.255371
	Iteration 22Q: 3 clusters Score -2144808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2144822.250000 Penalty: 5024.255371
	Iteration 23Q: 3 clusters Score -2144822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2144834.750000 Penalty: 5024.255371
	Iteration 24Q: 3 clusters Score -2144835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2144843.500000 Penalty: 5024.255371
	Iteration 25Q: 3 clusters Score -2144844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2144849.250000 Penalty: 5024.255371
	Iteration 26Q: 3 clusters Score -2144849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2144857.500000 Penalty: 5024.255371
	Iteration 27Q: 3 clusters Score -2144858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2144859.500000 Penalty: 5024.255371
	Iteration 28Q: 3 clusters Score -2144860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2144859.750000 Penalty: 5024.255371
	Iteration 29Q: 3 clusters Score -2144860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2144863.250000 Penalty: 5024.255371
	Iteration 30Q: 3 clusters Score -2144863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2144867.500000 Penalty: 5024.255371
	Iteration 31Q: 3 clusters Score -2144868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2144866.250000 Penalty: 5024.255371
	Iteration 32Q: 3 clusters Score -2144866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2144870.500000 Penalty: 5024.255371
	Iteration 33Q: 3 clusters Score -2144870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2144874.250000 Penalty: 5024.255371
	Iteration 34Q: 3 clusters Score -2144874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2144877.000000 Penalty: 5024.255371
	Iteration 35Q: 3 clusters Score -2144877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2144876.250000 Penalty: 5024.255371
	Iteration 36Q: 3 clusters Score -2144876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2144878.750000 Penalty: 5024.255371
	Iteration 37Q: 3 clusters Score -2144879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2144880.500000 Penalty: 5024.255371
	Iteration 38Q: 3 clusters Score -2144880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2144884.000000 Penalty: 5024.255371
	Iteration 39Q: 3 clusters Score -2144884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2144882.500000 Penalty: 5024.255371
	Iteration 40F: 3 clusters Score -2144882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2144882.500000 Penalty: 5024.255371
	Iteration 41Q: 3 clusters Score -2144882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2144881.500000 Penalty: 5024.255371
	Iteration 42Q: 3 clusters Score -2144882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2144881.000000 Penalty: 5024.255371
	Iteration 43Q: 3 clusters Score -2144881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2144881.000000 Penalty: 5024.255371
	Iteration 44F: 3 clusters Score -2144881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -1364341.875000 Penalty: 2394.414551
	Iteration 0F: 2 clusters Score -1364342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1353150.625000 Penalty: 4788.829102
	Iteration 0F: 3 clusters Score -1353151 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1356700.250000 Penalty: 4788.829102
	Iteration 1F: 3 clusters Score -1356700 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1357102.000000 Penalty: 4788.829102
	Iteration 2F: 3 clusters Score -1357102 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1357383.875000 Penalty: 4788.829102
	Iteration 3Q: 3 clusters Score -1357384 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1357646.875000 Penalty: 4788.829102
	Iteration 4Q: 3 clusters Score -1357647 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1357842.375000 Penalty: 4788.829102
	Iteration 5Q: 3 clusters Score -1357842 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1358028.375000 Penalty: 4788.829102
	Iteration 6Q: 3 clusters Score -1358028 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1358212.625000 Penalty: 4788.829102
	Iteration 7Q: 3 clusters Score -1358213 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1358377.500000 Penalty: 4788.829102
	Iteration 8Q: 3 clusters Score -1358378 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1358560.625000 Penalty: 4788.829102
	Iteration 9Q: 3 clusters Score -1358561 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1358764.750000 Penalty: 4788.829102
	Iteration 10Q: 3 clusters Score -1358765 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1358976.250000 Penalty: 4788.829102
	Iteration 11Q: 3 clusters Score -1358976 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1359171.500000 Penalty: 4788.829102
	Iteration 12Q: 3 clusters Score -1359172 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1359336.750000 Penalty: 4788.829102
	Iteration 13Q: 3 clusters Score -1359337 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1359509.500000 Penalty: 4788.829102
	Iteration 14Q: 3 clusters Score -1359510 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1359675.500000 Penalty: 4788.829102
	Iteration 15Q: 3 clusters Score -1359676 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1359840.125000 Penalty: 4788.829102
	Iteration 16Q: 3 clusters Score -1359840 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1360018.875000 Penalty: 4788.829102
	Iteration 17Q: 3 clusters Score -1360019 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1360198.500000 Penalty: 4788.829102
	Iteration 18Q: 3 clusters Score -1360198 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1360395.375000 Penalty: 4788.829102
	Iteration 19Q: 3 clusters Score -1360395 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1360599.375000 Penalty: 4788.829102
	Iteration 20F: 3 clusters Score -1360599 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1360829.000000 Penalty: 4788.829102
	Iteration 21Q: 3 clusters Score -1360829 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1361049.500000 Penalty: 4788.829102
	Iteration 22Q: 3 clusters Score -1361050 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1361275.125000 Penalty: 4788.829102
	Iteration 23Q: 3 clusters Score -1361275 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1361506.375000 Penalty: 4788.829102
	Iteration 24Q: 3 clusters Score -1361506 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1361716.875000 Penalty: 4788.829102
	Iteration 25Q: 3 clusters Score -1361717 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1361881.750000 Penalty: 4788.829102
	Iteration 26Q: 3 clusters Score -1361882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1361969.250000 Penalty: 4788.829102
	Iteration 27Q: 3 clusters Score -1361969 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1362039.250000 Penalty: 4788.829102
	Iteration 28Q: 3 clusters Score -1362039 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1362086.000000 Penalty: 4788.829102
	Iteration 29Q: 3 clusters Score -1362086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1362117.375000 Penalty: 4788.829102
	Iteration 30Q: 3 clusters Score -1362117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1362145.875000 Penalty: 4788.829102
	Iteration 31Q: 3 clusters Score -1362146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1362165.875000 Penalty: 4788.829102
	Iteration 32Q: 3 clusters Score -1362166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1362180.125000 Penalty: 4788.829102
	Iteration 33Q: 3 clusters Score -1362180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1362208.500000 Penalty: 4788.829102
	Iteration 34Q: 3 clusters Score -1362208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1362227.625000 Penalty: 4788.829102
	Iteration 35Q: 3 clusters Score -1362228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1362243.250000 Penalty: 4788.829102
	Iteration 36Q: 3 clusters Score -1362243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1362256.875000 Penalty: 4788.829102
	Iteration 37Q: 3 clusters Score -1362257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1362265.875000 Penalty: 4788.829102
	Iteration 38Q: 3 clusters Score -1362266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1362269.250000 Penalty: 4788.829102
	Iteration 39Q: 3 clusters Score -1362269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1362279.000000 Penalty: 4788.829102
	Iteration 40F: 3 clusters Score -1362279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1362285.250000 Penalty: 4788.829102
	Iteration 41Q: 3 clusters Score -1362285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1362288.375000 Penalty: 4788.829102
	Iteration 42Q: 3 clusters Score -1362288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1362293.750000 Penalty: 4788.829102
	Iteration 43Q: 3 clusters Score -1362294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1362302.500000 Penalty: 4788.829102
	Iteration 44Q: 3 clusters Score -1362302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1362312.250000 Penalty: 4788.829102
	Iteration 45Q: 3 clusters Score -1362312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1362318.500000 Penalty: 4788.829102
	Iteration 46Q: 3 clusters Score -1362318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1362324.875000 Penalty: 4788.829102
	Iteration 47Q: 3 clusters Score -1362325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1362328.250000 Penalty: 4788.829102
	Iteration 48Q: 3 clusters Score -1362328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1362335.000000 Penalty: 4788.829102
	Iteration 49Q: 3 clusters Score -1362335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1362341.875000 Penalty: 4788.829102
	Iteration 50Q: 3 clusters Score -1362342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1362344.750000 Penalty: 4788.829102
	Iteration 51Q: 3 clusters Score -1362345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1362349.375000 Penalty: 4788.829102
	Iteration 52Q: 3 clusters Score -1362349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1362357.375000 Penalty: 4788.829102
	Iteration 53Q: 3 clusters Score -1362357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1362356.000000 Penalty: 4788.829102
	Iteration 54Q: 3 clusters Score -1362356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1362359.250000 Penalty: 4788.829102
	Iteration 55Q: 3 clusters Score -1362359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1362363.500000 Penalty: 4788.829102
	Iteration 56Q: 3 clusters Score -1362364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1362370.250000 Penalty: 4788.829102
	Iteration 57Q: 3 clusters Score -1362370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1362374.125000 Penalty: 4788.829102
	Iteration 58Q: 3 clusters Score -1362374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1362375.250000 Penalty: 4788.829102
	Iteration 59Q: 3 clusters Score -1362375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1362379.625000 Penalty: 4788.829102
	Iteration 60F: 3 clusters Score -1362380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1362379.500000 Penalty: 4788.829102
	Iteration 61Q: 3 clusters Score -1362380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1362380.750000 Penalty: 4788.829102
	Iteration 62Q: 3 clusters Score -1362381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1362382.125000 Penalty: 4788.829102
	Iteration 63Q: 3 clusters Score -1362382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1362383.125000 Penalty: 4788.829102
	Iteration 64Q: 3 clusters Score -1362383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1362385.250000 Penalty: 4788.829102
	Iteration 65Q: 3 clusters Score -1362385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1362386.875000 Penalty: 4788.829102
	Iteration 66Q: 3 clusters Score -1362387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1362389.750000 Penalty: 4788.829102
	Iteration 67Q: 3 clusters Score -1362390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1362393.000000 Penalty: 4788.829102
	Iteration 68Q: 3 clusters Score -1362393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1362390.500000 Penalty: 4788.829102
	Iteration 69Q: 3 clusters Score -1362390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1362393.625000 Penalty: 4788.829102
	Iteration 70Q: 3 clusters Score -1362394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1362397.125000 Penalty: 4788.829102
	Iteration 71Q: 3 clusters Score -1362397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1362397.750000 Penalty: 4788.829102
	Iteration 72Q: 3 clusters Score -1362398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1362398.125000 Penalty: 4788.829102
	Iteration 73Q: 3 clusters Score -1362398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1362399.625000 Penalty: 4788.829102
	Iteration 74Q: 3 clusters Score -1362400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1362399.125000 Penalty: 4788.829102
	Iteration 75Q: 3 clusters Score -1362399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1362399.125000 Penalty: 4788.829102
	Iteration 76F: 3 clusters Score -1362399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Entering Unmasked Estep 
Score: -6024604.500000 Penalty: 2755.961182
	Iteration 0F: 2 clusters Score -6024604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5979676.000000 Penalty: 5511.922363
	Iteration 0F: 3 clusters Score -5979676 nChanged 31245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -5997474.000000 Penalty: 5511.922363
	Iteration 1F: 3 clusters Score -5997474 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -5998409.000000 Penalty: 5511.922363
	Iteration 2Q: 3 clusters Score -5998409 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -5999484.000000 Penalty: 5511.922363
	Iteration 3Q: 3 clusters Score -5999484 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -6000754.000000 Penalty: 5511.922363
	Iteration 4Q: 3 clusters Score -6000754 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -6002221.000000 Penalty: 5511.922363
	Iteration 5Q: 3 clusters Score -6002221 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -6003739.000000 Penalty: 5511.922363
	Iteration 6Q: 3 clusters Score -6003739 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -6005174.000000 Penalty: 5511.922363
	Iteration 7Q: 3 clusters Score -6005174 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -6006578.000000 Penalty: 5511.922363
	Iteration 8Q: 3 clusters Score -6006578 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -6008031.500000 Penalty: 5511.922363
	Iteration 9Q: 3 clusters Score -6008032 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -6009703.500000 Penalty: 5511.922363
	Iteration 10Q: 3 clusters Score -6009704 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -6011458.000000 Penalty: 5511.922363
	Iteration 11Q: 3 clusters Score -6011458 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -6013248.500000 Penalty: 5511.922363
	Iteration 12Q: 3 clusters Score -6013248 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -6014879.500000 Penalty: 5511.922363
	Iteration 13Q: 3 clusters Score -6014880 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -6016117.000000 Penalty: 5511.922363
	Iteration 14Q: 3 clusters Score -6016117 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6017115.000000 Penalty: 5511.922363
	Iteration 15Q: 3 clusters Score -6017115 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6018024.500000 Penalty: 5511.922363
	Iteration 16Q: 3 clusters Score -6018024 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -6018846.000000 Penalty: 5511.922363
	Iteration 17Q: 3 clusters Score -6018846 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -6019692.000000 Penalty: 5511.922363
	Iteration 18Q: 3 clusters Score -6019692 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6020471.500000 Penalty: 5511.922363
	Iteration 19Q: 3 clusters Score -6020472 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6021204.000000 Penalty: 5511.922363
	Iteration 20F: 3 clusters Score -6021204 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6021898.500000 Penalty: 5511.922363
	Iteration 21Q: 3 clusters Score -6021898 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6022433.000000 Penalty: 5511.922363
	Iteration 22Q: 3 clusters Score -6022433 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6022880.500000 Penalty: 5511.922363
	Iteration 23Q: 3 clusters Score -6022880 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6023214.000000 Penalty: 5511.922363
	Iteration 24Q: 3 clusters Score -6023214 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6023414.000000 Penalty: 5511.922363
	Iteration 25Q: 3 clusters Score -6023414 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6023519.500000 Penalty: 5511.922363
	Iteration 26Q: 3 clusters Score -6023520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6023595.500000 Penalty: 5511.922363
	Iteration 27Q: 3 clusters Score -6023596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6023635.500000 Penalty: 5511.922363
	Iteration 28Q: 3 clusters Score -6023636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6023662.000000 Penalty: 5511.922363
	Iteration 29Q: 3 clusters Score -6023662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6023675.000000 Penalty: 5511.922363
	Iteration 30Q: 3 clusters Score -6023675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6023691.500000 Penalty: 5511.922363
	Iteration 31Q: 3 clusters Score -6023692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6023709.000000 Penalty: 5511.922363
	Iteration 32Q: 3 clusters Score -6023709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6023725.000000 Penalty: 5511.922363
	Iteration 33Q: 3 clusters Score -6023725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6023730.000000 Penalty: 5511.922363
	Iteration 34Q: 3 clusters Score -6023730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6023738.000000 Penalty: 5511.922363
	Iteration 35Q: 3 clusters Score -6023738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6023747.500000 Penalty: 5511.922363
	Iteration 36Q: 3 clusters Score -6023748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6023748.500000 Penalty: 5511.922363
	Iteration 37Q: 3 clusters Score -6023748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6023758.500000 Penalty: 5511.922363
	Iteration 38Q: 3 clusters Score -6023758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6023760.500000 Penalty: 5511.922363
	Iteration 39Q: 3 clusters Score -6023760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6023765.000000 Penalty: 5511.922363
	Iteration 40F: 3 clusters Score -6023765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6023765.000000 Penalty: 5511.922363
	Iteration 41Q: 3 clusters Score -6023765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6023771.000000 Penalty: 5511.922363
	Iteration 42Q: 3 clusters Score -6023771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6023777.000000 Penalty: 5511.922363
	Iteration 43Q: 3 clusters Score -6023777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6023791.500000 Penalty: 5511.922363
	Iteration 44Q: 3 clusters Score -6023792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6023787.500000 Penalty: 5511.922363
	Iteration 45Q: 3 clusters Score -6023788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6023781.500000 Penalty: 5511.922363
	Iteration 46Q: 3 clusters Score -6023782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6023779.000000 Penalty: 5511.922363
	Iteration 47Q: 3 clusters Score -6023779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6023779.000000 Penalty: 5511.922363
	Iteration 48F: 3 clusters Score -6023779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -234662.812500 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -234662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -231442.484375 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -231442.5 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232109.671875 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -232109.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -232263.812500 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -232263.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232368.093750 Penalty: 3960.631592
	Iteration 3Q: 3 clusters Score -232368.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232458.968750 Penalty: 3960.631592
	Iteration 4Q: 3 clusters Score -232459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232522.484375 Penalty: 3960.631592
	Iteration 5Q: 3 clusters Score -232522.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -232557.031250 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -232557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232583.515625 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -232583.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232610.625000 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -232610.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232626.265625 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -232626.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -232638.906250 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -232638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -232649.875000 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -232649.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -232660.125000 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -232660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232668.078125 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -232668.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -232676.921875 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -232676.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -232686.203125 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -232686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -232689.953125 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -232690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -232693.375000 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -232693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -232696.875000 Penalty: 3960.631592
	Iteration 18Q: 3 clusters Score -232696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -232698.875000 Penalty: 3960.631592
	Iteration 19Q: 3 clusters Score -232698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232701.312500 Penalty: 3960.631592
	Iteration 20F: 3 clusters Score -232701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -232704.109375 Penalty: 3960.631592
	Iteration 21Q: 3 clusters Score -232704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -232705.453125 Penalty: 3960.631592
	Iteration 22Q: 3 clusters Score -232705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -232706.046875 Penalty: 3960.631592
	Iteration 23Q: 3 clusters Score -232706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -232706.046875 Penalty: 3960.631592
	Iteration 24F: 3 clusters Score -232706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -22308.884766 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -22308.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21056.162109 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -21056.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21188.732422 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -21188.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21238.511719 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -21238.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21267.792969 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -21267.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21281.080078 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -21281.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21293.972656 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -21293.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21303.191406 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -21303.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21308.609375 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -21308.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21310.246094 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -21310.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21310.246094 Penalty: 2835.645752
	Iteration 9F: 3 clusters Score -21310.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1454804.625000 Penalty: 2403.407715
	Iteration 0F: 2 clusters Score -1454805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1443212.625000 Penalty: 4806.815430
	Iteration 0F: 3 clusters Score -1443213 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1446920.750000 Penalty: 4806.815430
	Iteration 1F: 3 clusters Score -1446921 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1447228.125000 Penalty: 4806.815430
	Iteration 2F: 3 clusters Score -1447228 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1447459.250000 Penalty: 4806.815430
	Iteration 3Q: 3 clusters Score -1447459 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1447632.125000 Penalty: 4806.815430
	Iteration 4Q: 3 clusters Score -1447632 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1447779.375000 Penalty: 4806.815430
	Iteration 5Q: 3 clusters Score -1447779 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1447911.750000 Penalty: 4806.815430
	Iteration 6Q: 3 clusters Score -1447912 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1448054.875000 Penalty: 4806.815430
	Iteration 7Q: 3 clusters Score -1448055 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1448210.375000 Penalty: 4806.815430
	Iteration 8Q: 3 clusters Score -1448210 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1448365.625000 Penalty: 4806.815430
	Iteration 9Q: 3 clusters Score -1448366 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1448509.750000 Penalty: 4806.815430
	Iteration 10Q: 3 clusters Score -1448510 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1448670.125000 Penalty: 4806.815430
	Iteration 11Q: 3 clusters Score -1448670 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1448863.625000 Penalty: 4806.815430
	Iteration 12Q: 3 clusters Score -1448864 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1449093.000000 Penalty: 4806.815430
	Iteration 13Q: 3 clusters Score -1449093 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1449383.375000 Penalty: 4806.815430
	Iteration 14Q: 3 clusters Score -1449383 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1449720.750000 Penalty: 4806.815430
	Iteration 15Q: 3 clusters Score -1449721 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1450105.125000 Penalty: 4806.815430
	Iteration 16Q: 3 clusters Score -1450105 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1450477.750000 Penalty: 4806.815430
	Iteration 17Q: 3 clusters Score -1450478 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1450854.750000 Penalty: 4806.815430
	Iteration 18Q: 3 clusters Score -1450855 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1451178.875000 Penalty: 4806.815430
	Iteration 19Q: 3 clusters Score -1451179 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1451433.000000 Penalty: 4806.815430
	Iteration 20F: 3 clusters Score -1451433 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1451620.250000 Penalty: 4806.815430
	Iteration 21Q: 3 clusters Score -1451620 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1451767.875000 Penalty: 4806.815430
	Iteration 22Q: 3 clusters Score -1451768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1451887.250000 Penalty: 4806.815430
	Iteration 23Q: 3 clusters Score -1451887 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1451995.000000 Penalty: 4806.815430
	Iteration 24Q: 3 clusters Score -1451995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1452093.750000 Penalty: 4806.815430
	Iteration 25Q: 3 clusters Score -1452094 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1452193.375000 Penalty: 4806.815430
	Iteration 26Q: 3 clusters Score -1452193 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1452284.750000 Penalty: 4806.815430
	Iteration 27Q: 3 clusters Score -1452285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1452355.750000 Penalty: 4806.815430
	Iteration 28Q: 3 clusters Score -1452356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1452420.125000 Penalty: 4806.815430
	Iteration 29Q: 3 clusters Score -1452420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1452458.625000 Penalty: 4806.815430
	Iteration 30Q: 3 clusters Score -1452459 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1452496.500000 Penalty: 4806.815430
	Iteration 31Q: 3 clusters Score -1452496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1452531.750000 Penalty: 4806.815430
	Iteration 32Q: 3 clusters Score -1452532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1452560.250000 Penalty: 4806.815430
	Iteration 33Q: 3 clusters Score -1452560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1452589.125000 Penalty: 4806.815430
	Iteration 34Q: 3 clusters Score -1452589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1452610.500000 Penalty: 4806.815430
	Iteration 35Q: 3 clusters Score -1452610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1452627.500000 Penalty: 4806.815430
	Iteration 36Q: 3 clusters Score -1452628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1452637.375000 Penalty: 4806.815430
	Iteration 37Q: 3 clusters Score -1452637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1452647.125000 Penalty: 4806.815430
	Iteration 38Q: 3 clusters Score -1452647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1452657.125000 Penalty: 4806.815430
	Iteration 39Q: 3 clusters Score -1452657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1452657.500000 Penalty: 4806.815430
	Iteration 40F: 3 clusters Score -1452658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1452666.750000 Penalty: 4806.815430
	Iteration 41Q: 3 clusters Score -1452667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1452674.875000 Penalty: 4806.815430
	Iteration 42Q: 3 clusters Score -1452675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1452675.875000 Penalty: 4806.815430
	Iteration 43Q: 3 clusters Score -1452676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1452683.625000 Penalty: 4806.815430
	Iteration 44Q: 3 clusters Score -1452684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1452687.000000 Penalty: 4806.815430
	Iteration 45Q: 3 clusters Score -1452687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1452689.125000 Penalty: 4806.815430
	Iteration 46Q: 3 clusters Score -1452689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1452692.000000 Penalty: 4806.815430
	Iteration 47Q: 3 clusters Score -1452692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1452695.750000 Penalty: 4806.815430
	Iteration 48Q: 3 clusters Score -1452696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1452698.750000 Penalty: 4806.815430
	Iteration 49Q: 3 clusters Score -1452699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1452700.125000 Penalty: 4806.815430
	Iteration 50Q: 3 clusters Score -1452700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1452706.625000 Penalty: 4806.815430
	Iteration 51Q: 3 clusters Score -1452707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1452707.875000 Penalty: 4806.815430
	Iteration 52Q: 3 clusters Score -1452708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1452710.875000 Penalty: 4806.815430
	Iteration 53Q: 3 clusters Score -1452711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1452714.875000 Penalty: 4806.815430
	Iteration 54Q: 3 clusters Score -1452715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1452715.750000 Penalty: 4806.815430
	Iteration 55Q: 3 clusters Score -1452716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1452716.500000 Penalty: 4806.815430
	Iteration 56Q: 3 clusters Score -1452716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1452716.875000 Penalty: 4806.815430
	Iteration 57Q: 3 clusters Score -1452717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1452717.250000 Penalty: 4806.815430
	Iteration 58Q: 3 clusters Score -1452717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1452721.625000 Penalty: 4806.815430
	Iteration 59Q: 3 clusters Score -1452722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1452720.875000 Penalty: 4806.815430
	Iteration 60F: 3 clusters Score -1452721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1452722.125000 Penalty: 4806.815430
	Iteration 61Q: 3 clusters Score -1452722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1452722.125000 Penalty: 4806.815430
	Iteration 62Q: 3 clusters Score -1452722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1452723.250000 Penalty: 4806.815430
	Iteration 63Q: 3 clusters Score -1452723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1452726.625000 Penalty: 4806.815430
	Iteration 64Q: 3 clusters Score -1452727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1452727.625000 Penalty: 4806.815430
	Iteration 65Q: 3 clusters Score -1452728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1452728.250000 Penalty: 4806.815430
	Iteration 66Q: 3 clusters Score -1452728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1452731.250000 Penalty: 4806.815430
	Iteration 67Q: 3 clusters Score -1452731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1452732.875000 Penalty: 4806.815430
	Iteration 68Q: 3 clusters Score -1452733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1452731.500000 Penalty: 4806.815430
	Iteration 69Q: 3 clusters Score -1452732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1452733.250000 Penalty: 4806.815430
	Iteration 70Q: 3 clusters Score -1452733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1452737.750000 Penalty: 4806.815430
	Iteration 71Q: 3 clusters Score -1452738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1452740.375000 Penalty: 4806.815430
	Iteration 72Q: 3 clusters Score -1452740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1452741.000000 Penalty: 4806.815430
	Iteration 73Q: 3 clusters Score -1452741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1452742.250000 Penalty: 4806.815430
	Iteration 74Q: 3 clusters Score -1452742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1452746.000000 Penalty: 4806.815430
	Iteration 75Q: 3 clusters Score -1452746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1452745.875000 Penalty: 4806.815430
	Iteration 76Q: 3 clusters Score -1452746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1452746.875000 Penalty: 4806.815430
	Iteration 77Q: 3 clusters Score -1452747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1452746.875000 Penalty: 4806.815430
	Iteration 78F: 3 clusters Score -1452747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -192185.875000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -192185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189388.109375 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -189388.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -189904.203125 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -189904.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190026.125000 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -190026.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -190092.984375 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -190093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190128.375000 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -190128.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -190155.187500 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -190155.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190178.625000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -190178.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190196.406250 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -190196.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -190216.796875 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -190216.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -190239.109375 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -190239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -190263.078125 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -190263.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190289.093750 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -190289.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -190318.656250 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -190318.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190359.015625 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -190359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -190382.281250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -190382.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190400.796875 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -190400.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190429.500000 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -190429.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -190458.671875 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -190458.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -190496.187500 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -190496.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -190533.421875 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -190533.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -190563.765625 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -190563.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190595.031250 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -190595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -190626.390625 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -190626.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -190657.218750 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -190657.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190686.062500 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -190686.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190702.703125 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -190702.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -190712.609375 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -190712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -190720.343750 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -190720.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190726.296875 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -190726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190730.765625 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -190730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190733.765625 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -190733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190736.218750 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -190736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -190738.390625 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -190738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -190742.265625 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -190742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190744.062500 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -190744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190744.562500 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -190744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190748.281250 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -190748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190751.828125 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -190751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190755.218750 Penalty: 3846.860596
	Iteration 38Q: 3 clusters Score -190755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -190759.218750 Penalty: 3846.860596
	Iteration 39Q: 3 clusters Score -190759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -190762.921875 Penalty: 3846.860596
	Iteration 40F: 3 clusters Score -190762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -190764.187500 Penalty: 3846.860596
	Iteration 41Q: 3 clusters Score -190764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -190765.281250 Penalty: 3846.860596
	Iteration 42Q: 3 clusters Score -190765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -190766.718750 Penalty: 3846.860596
	Iteration 43Q: 3 clusters Score -190766.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -190769.765625 Penalty: 3846.860596
	Iteration 44Q: 3 clusters Score -190769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -190771.281250 Penalty: 3846.860596
	Iteration 45Q: 3 clusters Score -190771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -190771.703125 Penalty: 3846.860596
	Iteration 46Q: 3 clusters Score -190771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -190771.703125 Penalty: 3846.860596
	Iteration 47F: 3 clusters Score -190771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Entering Unmasked Estep 
Score: -1626235.750000 Penalty: 2438.959229
	Iteration 0F: 2 clusters Score -1626236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1612987.625000 Penalty: 4877.918457
	Iteration 0F: 3 clusters Score -1612988 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1617420.000000 Penalty: 4877.918457
	Iteration 1F: 3 clusters Score -1617420 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1617761.625000 Penalty: 4877.918457
	Iteration 2F: 3 clusters Score -1617762 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1618004.375000 Penalty: 4877.918457
	Iteration 3Q: 3 clusters Score -1618004 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1618202.750000 Penalty: 4877.918457
	Iteration 4Q: 3 clusters Score -1618203 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1618376.250000 Penalty: 4877.918457
	Iteration 5Q: 3 clusters Score -1618376 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1618530.000000 Penalty: 4877.918457
	Iteration 6Q: 3 clusters Score -1618530 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1618722.875000 Penalty: 4877.918457
	Iteration 7Q: 3 clusters Score -1618723 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1618994.125000 Penalty: 4877.918457
	Iteration 8Q: 3 clusters Score -1618994 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1619347.000000 Penalty: 4877.918457
	Iteration 9Q: 3 clusters Score -1619347 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1619850.250000 Penalty: 4877.918457
	Iteration 10Q: 3 clusters Score -1619850 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1620513.125000 Penalty: 4877.918457
	Iteration 11Q: 3 clusters Score -1620513 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1621283.250000 Penalty: 4877.918457
	Iteration 12F: 3 clusters Score -1621283 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1622066.625000 Penalty: 4877.918457
	Iteration 13Q: 3 clusters Score -1622067 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1622646.625000 Penalty: 4877.918457
	Iteration 14Q: 3 clusters Score -1622647 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1623070.125000 Penalty: 4877.918457
	Iteration 15Q: 3 clusters Score -1623070 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1623341.000000 Penalty: 4877.918457
	Iteration 16Q: 3 clusters Score -1623341 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1623546.500000 Penalty: 4877.918457
	Iteration 17Q: 3 clusters Score -1623546 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1623735.875000 Penalty: 4877.918457
	Iteration 18Q: 3 clusters Score -1623736 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1623906.250000 Penalty: 4877.918457
	Iteration 19Q: 3 clusters Score -1623906 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1624048.125000 Penalty: 4877.918457
	Iteration 20F: 3 clusters Score -1624048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1624142.750000 Penalty: 4877.918457
	Iteration 21Q: 3 clusters Score -1624143 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1624211.250000 Penalty: 4877.918457
	Iteration 22Q: 3 clusters Score -1624211 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1624265.250000 Penalty: 4877.918457
	Iteration 23Q: 3 clusters Score -1624265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1624300.375000 Penalty: 4877.918457
	Iteration 24Q: 3 clusters Score -1624300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1624330.125000 Penalty: 4877.918457
	Iteration 25Q: 3 clusters Score -1624330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1624346.500000 Penalty: 4877.918457
	Iteration 26Q: 3 clusters Score -1624346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1624361.875000 Penalty: 4877.918457
	Iteration 27Q: 3 clusters Score -1624362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1624372.250000 Penalty: 4877.918457
	Iteration 28Q: 3 clusters Score -1624372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1624383.000000 Penalty: 4877.918457
	Iteration 29Q: 3 clusters Score -1624383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1624390.500000 Penalty: 4877.918457
	Iteration 30Q: 3 clusters Score -1624390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1624406.125000 Penalty: 4877.918457
	Iteration 31Q: 3 clusters Score -1624406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1624412.375000 Penalty: 4877.918457
	Iteration 32Q: 3 clusters Score -1624412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1624423.875000 Penalty: 4877.918457
	Iteration 33Q: 3 clusters Score -1624424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1624428.625000 Penalty: 4877.918457
	Iteration 34Q: 3 clusters Score -1624429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1624432.875000 Penalty: 4877.918457
	Iteration 35Q: 3 clusters Score -1624433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1624436.625000 Penalty: 4877.918457
	Iteration 36Q: 3 clusters Score -1624437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1624437.375000 Penalty: 4877.918457
	Iteration 37Q: 3 clusters Score -1624437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1624439.750000 Penalty: 4877.918457
	Iteration 38Q: 3 clusters Score -1624440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1624439.625000 Penalty: 4877.918457
	Iteration 39Q: 3 clusters Score -1624440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1624441.500000 Penalty: 4877.918457
	Iteration 40F: 3 clusters Score -1624442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1624441.500000 Penalty: 4877.918457
	Iteration 41Q: 3 clusters Score -1624442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1624443.750000 Penalty: 4877.918457
	Iteration 42Q: 3 clusters Score -1624444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1624444.750000 Penalty: 4877.918457
	Iteration 43Q: 3 clusters Score -1624445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1624444.750000 Penalty: 4877.918457
	Iteration 44F: 3 clusters Score -1624445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (434250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434250 members 
Entering Unmasked Estep 
Score: -38319804.000000 Penalty: 3219.381104
	Iteration 0F: 2 clusters Score -3.83198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217248 members 
Mstep: Class 2 contains 217002 members 
Entering Unmasked Estep 
Score: -38035280.000000 Penalty: 6438.762207
	Iteration 0F: 3 clusters Score -3.803528e+07 nChanged 211309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221217 members 
Mstep: Class 2 contains 213033 members 
Entering Unmasked Estep 
Score: -38161284.000000 Penalty: 6438.762207
	Iteration 1F: 3 clusters Score -3.816128e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223246 members 
Mstep: Class 2 contains 211004 members 
Entering Unmasked Estep 
Score: -38163196.000000 Penalty: 6438.762207
	Iteration 2Q: 3 clusters Score -3.81632e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226519 members 
Mstep: Class 2 contains 207731 members 
Entering Unmasked Estep 
Score: -38165492.000000 Penalty: 6438.762207
	Iteration 3Q: 3 clusters Score -3.816549e+07 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231646 members 
Mstep: Class 2 contains 202604 members 
Entering Unmasked Estep 
Score: -38168224.000000 Penalty: 6438.762207
	Iteration 4Q: 3 clusters Score -3.816822e+07 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239577 members 
Mstep: Class 2 contains 194673 members 
Entering Unmasked Estep 
Score: -38173524.000000 Penalty: 6438.762207
	Iteration 5Q: 3 clusters Score -3.817352e+07 nChanged 18914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251261 members 
Mstep: Class 2 contains 182989 members 
Entering Unmasked Estep 
Score: -38183228.000000 Penalty: 6438.762207
	Iteration 6Q: 3 clusters Score -3.818323e+07 nChanged 23786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267209 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -38199016.000000 Penalty: 6438.762207
	Iteration 7F: 3 clusters Score -3.819902e+07 nChanged 28398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286353 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -38221572.000000 Penalty: 6438.762207
	Iteration 8F: 3 clusters Score -3.822157e+07 nChanged 29238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304427 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -38247020.000000 Penalty: 6438.762207
	Iteration 9F: 3 clusters Score -3.824702e+07 nChanged 24976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317661 members 
Mstep: Class 2 contains 116589 members 
Entering Unmasked Estep 
Score: -38265668.000000 Penalty: 6438.762207
	Iteration 10F: 3 clusters Score -3.826567e+07 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326765 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -38276188.000000 Penalty: 6438.762207
	Iteration 11Q: 3 clusters Score -3.827619e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334237 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -38283340.000000 Penalty: 6438.762207
	Iteration 12Q: 3 clusters Score -3.828334e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340532 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -38288688.000000 Penalty: 6438.762207
	Iteration 13Q: 3 clusters Score -3.828869e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345823 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -38293284.000000 Penalty: 6438.762207
	Iteration 14Q: 3 clusters Score -3.829328e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350164 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -38297060.000000 Penalty: 6438.762207
	Iteration 15Q: 3 clusters Score -3.829706e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353647 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -38299820.000000 Penalty: 6438.762207
	Iteration 16Q: 3 clusters Score -3.829982e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356565 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -38302104.000000 Penalty: 6438.762207
	Iteration 17Q: 3 clusters Score -3.83021e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359003 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -38303668.000000 Penalty: 6438.762207
	Iteration 18Q: 3 clusters Score -3.830367e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361030 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -38304940.000000 Penalty: 6438.762207
	Iteration 19Q: 3 clusters Score -3.830494e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362758 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -38305948.000000 Penalty: 6438.762207
	Iteration 20F: 3 clusters Score -3.830595e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364305 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -38306684.000000 Penalty: 6438.762207
	Iteration 21Q: 3 clusters Score -3.830668e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365724 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -38307244.000000 Penalty: 6438.762207
	Iteration 22Q: 3 clusters Score -3.830724e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367022 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -38307924.000000 Penalty: 6438.762207
	Iteration 23Q: 3 clusters Score -3.830792e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368223 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -38308136.000000 Penalty: 6438.762207
	Iteration 24Q: 3 clusters Score -3.830814e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369345 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -38308324.000000 Penalty: 6438.762207
	Iteration 25Q: 3 clusters Score -3.830832e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370375 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -38308568.000000 Penalty: 6438.762207
	Iteration 26Q: 3 clusters Score -3.830857e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371356 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -38308596.000000 Penalty: 6438.762207
	Iteration 27Q: 3 clusters Score -3.83086e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372309 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -38308692.000000 Penalty: 6438.762207
	Iteration 28Q: 3 clusters Score -3.830869e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373238 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -38308912.000000 Penalty: 6438.762207
	Iteration 29Q: 3 clusters Score -3.830891e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374133 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -38309024.000000 Penalty: 6438.762207
	Iteration 30Q: 3 clusters Score -3.830902e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375028 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -38309200.000000 Penalty: 6438.762207
	Iteration 31Q: 3 clusters Score -3.83092e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375978 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -38309252.000000 Penalty: 6438.762207
	Iteration 32Q: 3 clusters Score -3.830925e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376855 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -38309252.000000 Penalty: 6438.762207
	Iteration 33Q: 3 clusters Score -3.830925e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377764 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -38309320.000000 Penalty: 6438.762207
	Iteration 34Q: 3 clusters Score -3.830932e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378635 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -38309364.000000 Penalty: 6438.762207
	Iteration 35Q: 3 clusters Score -3.830936e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379541 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -38309532.000000 Penalty: 6438.762207
	Iteration 36Q: 3 clusters Score -3.830953e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380432 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -38309604.000000 Penalty: 6438.762207
	Iteration 37Q: 3 clusters Score -3.83096e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381328 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -38309520.000000 Penalty: 6438.762207
	Iteration 38Q: 3 clusters Score -3.830952e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382220 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -38309632.000000 Penalty: 6438.762207
	Iteration 39Q: 3 clusters Score -3.830963e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383104 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -38309716.000000 Penalty: 6438.762207
	Iteration 40F: 3 clusters Score -3.830972e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383996 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -38309712.000000 Penalty: 6438.762207
	Iteration 41Q: 3 clusters Score -3.830971e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384885 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -38309696.000000 Penalty: 6438.762207
	Iteration 42Q: 3 clusters Score -3.83097e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385728 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -38309748.000000 Penalty: 6438.762207
	Iteration 43Q: 3 clusters Score -3.830975e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386583 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -38309640.000000 Penalty: 6438.762207
	Iteration 44Q: 3 clusters Score -3.830964e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387492 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -38309732.000000 Penalty: 6438.762207
	Iteration 45Q: 3 clusters Score -3.830973e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388415 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -38309736.000000 Penalty: 6438.762207
	Iteration 46Q: 3 clusters Score -3.830974e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389352 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -38309752.000000 Penalty: 6438.762207
	Iteration 47Q: 3 clusters Score -3.830975e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390300 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -38309840.000000 Penalty: 6438.762207
	Iteration 48Q: 3 clusters Score -3.830984e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391255 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -38309972.000000 Penalty: 6438.762207
	Iteration 49Q: 3 clusters Score -3.830997e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392264 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -38310072.000000 Penalty: 6438.762207
	Iteration 50Q: 3 clusters Score -3.831007e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393274 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -38310192.000000 Penalty: 6438.762207
	Iteration 51Q: 3 clusters Score -3.831019e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394347 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -38310272.000000 Penalty: 6438.762207
	Iteration 52Q: 3 clusters Score -3.831027e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395456 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -38310376.000000 Penalty: 6438.762207
	Iteration 53Q: 3 clusters Score -3.831038e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396597 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -38310584.000000 Penalty: 6438.762207
	Iteration 54Q: 3 clusters Score -3.831058e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397707 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -38310648.000000 Penalty: 6438.762207
	Iteration 55Q: 3 clusters Score -3.831065e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398797 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -38310724.000000 Penalty: 6438.762207
	Iteration 56Q: 3 clusters Score -3.831072e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399911 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -38310780.000000 Penalty: 6438.762207
	Iteration 57Q: 3 clusters Score -3.831078e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401017 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -38311136.000000 Penalty: 6438.762207
	Iteration 58Q: 3 clusters Score -3.831114e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402184 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -38311272.000000 Penalty: 6438.762207
	Iteration 59Q: 3 clusters Score -3.831127e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403356 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -38311488.000000 Penalty: 6438.762207
	Iteration 60F: 3 clusters Score -3.831149e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404550 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -38311760.000000 Penalty: 6438.762207
	Iteration 61Q: 3 clusters Score -3.831176e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405778 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -38311924.000000 Penalty: 6438.762207
	Iteration 62Q: 3 clusters Score -3.831192e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407008 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -38312060.000000 Penalty: 6438.762207
	Iteration 63Q: 3 clusters Score -3.831206e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408242 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -38312300.000000 Penalty: 6438.762207
	Iteration 64Q: 3 clusters Score -3.83123e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409509 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -38312336.000000 Penalty: 6438.762207
	Iteration 65Q: 3 clusters Score -3.831234e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410834 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -38312508.000000 Penalty: 6438.762207
	Iteration 66Q: 3 clusters Score -3.831251e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412151 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -38312788.000000 Penalty: 6438.762207
	Iteration 67Q: 3 clusters Score -3.831279e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413454 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -38313096.000000 Penalty: 6438.762207
	Iteration 68Q: 3 clusters Score -3.83131e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414725 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -38313248.000000 Penalty: 6438.762207
	Iteration 69Q: 3 clusters Score -3.831325e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415991 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -38313368.000000 Penalty: 6438.762207
	Iteration 70Q: 3 clusters Score -3.831337e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417217 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -38313652.000000 Penalty: 6438.762207
	Iteration 71Q: 3 clusters Score -3.831365e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418406 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -38314004.000000 Penalty: 6438.762207
	Iteration 72Q: 3 clusters Score -3.8314e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419504 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -38314160.000000 Penalty: 6438.762207
	Iteration 73Q: 3 clusters Score -3.831416e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420547 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -38314412.000000 Penalty: 6438.762207
	Iteration 74Q: 3 clusters Score -3.831441e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421512 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -38314592.000000 Penalty: 6438.762207
	Iteration 75Q: 3 clusters Score -3.831459e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422455 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -38314720.000000 Penalty: 6438.762207
	Iteration 76Q: 3 clusters Score -3.831472e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423357 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -38314960.000000 Penalty: 6438.762207
	Iteration 77Q: 3 clusters Score -3.831496e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424203 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -38315232.000000 Penalty: 6438.762207
	Iteration 78Q: 3 clusters Score -3.831523e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424994 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -38315396.000000 Penalty: 6438.762207
	Iteration 79Q: 3 clusters Score -3.83154e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425742 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -38315544.000000 Penalty: 6438.762207
	Iteration 80F: 3 clusters Score -3.831554e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426456 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -38315768.000000 Penalty: 6438.762207
	Iteration 81Q: 3 clusters Score -3.831577e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427050 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -38315844.000000 Penalty: 6438.762207
	Iteration 82Q: 3 clusters Score -3.831584e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427607 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -38315996.000000 Penalty: 6438.762207
	Iteration 83Q: 3 clusters Score -3.8316e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428073 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -38316224.000000 Penalty: 6438.762207
	Iteration 84Q: 3 clusters Score -3.831622e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428467 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -38316356.000000 Penalty: 6438.762207
	Iteration 85Q: 3 clusters Score -3.831636e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428822 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -38316400.000000 Penalty: 6438.762207
	Iteration 86Q: 3 clusters Score -3.83164e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429145 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -38316480.000000 Penalty: 6438.762207
	Iteration 87Q: 3 clusters Score -3.831648e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429432 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -38316620.000000 Penalty: 6438.762207
	Iteration 88Q: 3 clusters Score -3.831662e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429695 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -38316736.000000 Penalty: 6438.762207
	Iteration 89Q: 3 clusters Score -3.831674e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429930 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -38316796.000000 Penalty: 6438.762207
	Iteration 90Q: 3 clusters Score -3.83168e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430124 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -38316824.000000 Penalty: 6438.762207
	Iteration 91Q: 3 clusters Score -3.831682e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430305 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -38316836.000000 Penalty: 6438.762207
	Iteration 92Q: 3 clusters Score -3.831684e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430468 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -38316852.000000 Penalty: 6438.762207
	Iteration 93Q: 3 clusters Score -3.831685e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430589 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -38316888.000000 Penalty: 6438.762207
	Iteration 94Q: 3 clusters Score -3.831689e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430687 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -38316936.000000 Penalty: 6438.762207
	Iteration 95Q: 3 clusters Score -3.831694e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430787 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -38316928.000000 Penalty: 6438.762207
	Iteration 96Q: 3 clusters Score -3.831693e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430875 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -38316976.000000 Penalty: 6438.762207
	Iteration 97Q: 3 clusters Score -3.831698e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430962 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -38316980.000000 Penalty: 6438.762207
	Iteration 98Q: 3 clusters Score -3.831698e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431032 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -38317052.000000 Penalty: 6438.762207
	Iteration 99Q: 3 clusters Score -3.831705e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431088 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -38317080.000000 Penalty: 6438.762207
	Iteration 100F: 3 clusters Score -3.831708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431144 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -38317076.000000 Penalty: 6438.762207
	Iteration 101Q: 3 clusters Score -3.831708e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431200 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -38317108.000000 Penalty: 6438.762207
	Iteration 102Q: 3 clusters Score -3.831711e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431252 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -38317096.000000 Penalty: 6438.762207
	Iteration 103Q: 3 clusters Score -3.83171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431309 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -38317136.000000 Penalty: 6438.762207
	Iteration 104Q: 3 clusters Score -3.831714e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431356 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -38317124.000000 Penalty: 6438.762207
	Iteration 105Q: 3 clusters Score -3.831712e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431396 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -38317164.000000 Penalty: 6438.762207
	Iteration 106Q: 3 clusters Score -3.831716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431427 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -38317200.000000 Penalty: 6438.762207
	Iteration 107Q: 3 clusters Score -3.83172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431441 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -38317200.000000 Penalty: 6438.762207
	Iteration 108Q: 3 clusters Score -3.83172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431464 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -38317196.000000 Penalty: 6438.762207
	Iteration 109Q: 3 clusters Score -3.83172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431496 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -38317196.000000 Penalty: 6438.762207
	Iteration 110Q: 3 clusters Score -3.83172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431525 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -38317224.000000 Penalty: 6438.762207
	Iteration 111Q: 3 clusters Score -3.831722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431548 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -38317248.000000 Penalty: 6438.762207
	Iteration 112Q: 3 clusters Score -3.831725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431568 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -38317264.000000 Penalty: 6438.762207
	Iteration 113Q: 3 clusters Score -3.831726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431585 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -38317284.000000 Penalty: 6438.762207
	Iteration 114Q: 3 clusters Score -3.831728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431595 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -38317268.000000 Penalty: 6438.762207
	Iteration 115Q: 3 clusters Score -3.831727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431605 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -38317268.000000 Penalty: 6438.762207
	Iteration 116Q: 3 clusters Score -3.831727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431620 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -38317236.000000 Penalty: 6438.762207
	Iteration 117Q: 3 clusters Score -3.831724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431634 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -38317268.000000 Penalty: 6438.762207
	Iteration 118Q: 3 clusters Score -3.831727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431651 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.762207
	Iteration 119Q: 3 clusters Score -3.83173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431668 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 120F: 3 clusters Score -3.831732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431683 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -38317292.000000 Penalty: 6438.762207
	Iteration 121Q: 3 clusters Score -3.831729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431690 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -38317288.000000 Penalty: 6438.762207
	Iteration 122Q: 3 clusters Score -3.831729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431696 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -38317244.000000 Penalty: 6438.762207
	Iteration 123Q: 3 clusters Score -3.831724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431700 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -38317252.000000 Penalty: 6438.762207
	Iteration 124Q: 3 clusters Score -3.831725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431706 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -38317268.000000 Penalty: 6438.762207
	Iteration 125Q: 3 clusters Score -3.831727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431711 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -38317296.000000 Penalty: 6438.762207
	Iteration 126Q: 3 clusters Score -3.83173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431718 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -38317312.000000 Penalty: 6438.762207
	Iteration 127Q: 3 clusters Score -3.831731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431728 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -38317316.000000 Penalty: 6438.762207
	Iteration 128Q: 3 clusters Score -3.831732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431735 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -38317312.000000 Penalty: 6438.762207
	Iteration 129Q: 3 clusters Score -3.831731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431746 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -38317320.000000 Penalty: 6438.762207
	Iteration 130Q: 3 clusters Score -3.831732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431758 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.762207
	Iteration 131Q: 3 clusters Score -3.83173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431766 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.762207
	Iteration 132Q: 3 clusters Score -3.83173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431772 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -38317284.000000 Penalty: 6438.762207
	Iteration 133Q: 3 clusters Score -3.831728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431777 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -38317288.000000 Penalty: 6438.762207
	Iteration 134Q: 3 clusters Score -3.831729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431780 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.762207
	Iteration 135Q: 3 clusters Score -3.83173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431786 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -38317308.000000 Penalty: 6438.762207
	Iteration 136Q: 3 clusters Score -3.831731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431790 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -38317312.000000 Penalty: 6438.762207
	Iteration 137Q: 3 clusters Score -3.831731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431802 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -38317300.000000 Penalty: 6438.762207
	Iteration 138Q: 3 clusters Score -3.83173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431812 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -38317344.000000 Penalty: 6438.762207
	Iteration 139Q: 3 clusters Score -3.831734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431827 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.762207
	Iteration 140F: 3 clusters Score -3.831734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431835 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -38317328.000000 Penalty: 6438.762207
	Iteration 141Q: 3 clusters Score -3.831733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431844 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 142Q: 3 clusters Score -3.831732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431856 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -38317332.000000 Penalty: 6438.762207
	Iteration 143Q: 3 clusters Score -3.831733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431864 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -38317348.000000 Penalty: 6438.762207
	Iteration 144Q: 3 clusters Score -3.831735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431882 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -38317352.000000 Penalty: 6438.762207
	Iteration 145Q: 3 clusters Score -3.831735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431894 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -38317340.000000 Penalty: 6438.762207
	Iteration 146Q: 3 clusters Score -3.831734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431912 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -38317328.000000 Penalty: 6438.762207
	Iteration 147Q: 3 clusters Score -3.831733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431923 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 148Q: 3 clusters Score -3.831732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431933 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.762207
	Iteration 149Q: 3 clusters Score -3.83173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431941 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -38317304.000000 Penalty: 6438.762207
	Iteration 150Q: 3 clusters Score -3.83173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431952 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -38317312.000000 Penalty: 6438.762207
	Iteration 151Q: 3 clusters Score -3.831731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431959 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -38317312.000000 Penalty: 6438.762207
	Iteration 152Q: 3 clusters Score -3.831731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431961 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -38317316.000000 Penalty: 6438.762207
	Iteration 153Q: 3 clusters Score -3.831732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431967 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -38317332.000000 Penalty: 6438.762207
	Iteration 154Q: 3 clusters Score -3.831733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431972 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -38317312.000000 Penalty: 6438.762207
	Iteration 155Q: 3 clusters Score -3.831731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431978 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 156Q: 3 clusters Score -3.831732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431983 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 157Q: 3 clusters Score -3.831732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431984 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -38317320.000000 Penalty: 6438.762207
	Iteration 158Q: 3 clusters Score -3.831732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431985 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -38317332.000000 Penalty: 6438.762207
	Iteration 159Q: 3 clusters Score -3.831733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431988 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -38317344.000000 Penalty: 6438.762207
	Iteration 160F: 3 clusters Score -3.831734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431991 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 161Q: 3 clusters Score -3.831732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431995 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -38317348.000000 Penalty: 6438.762207
	Iteration 162Q: 3 clusters Score -3.831735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432002 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -38317324.000000 Penalty: 6438.762207
	Iteration 163Q: 3 clusters Score -3.831732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432009 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -38317360.000000 Penalty: 6438.762207
	Iteration 164Q: 3 clusters Score -3.831736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432015 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -38317340.000000 Penalty: 6438.762207
	Iteration 165Q: 3 clusters Score -3.831734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432018 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -38317344.000000 Penalty: 6438.762207
	Iteration 166Q: 3 clusters Score -3.831734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432023 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -38317352.000000 Penalty: 6438.762207
	Iteration 167Q: 3 clusters Score -3.831735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432028 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -38317344.000000 Penalty: 6438.762207
	Iteration 168Q: 3 clusters Score -3.831734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432031 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -38317340.000000 Penalty: 6438.762207
	Iteration 169Q: 3 clusters Score -3.831734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432036 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -38317356.000000 Penalty: 6438.762207
	Iteration 170Q: 3 clusters Score -3.831736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432043 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -38317364.000000 Penalty: 6438.762207
	Iteration 171Q: 3 clusters Score -3.831736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432049 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.762207
	Iteration 172Q: 3 clusters Score -3.831734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432051 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -38317348.000000 Penalty: 6438.762207
	Iteration 173Q: 3 clusters Score -3.831735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432053 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.762207
	Iteration 174Q: 3 clusters Score -3.831734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432054 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.762207
	Iteration 175Q: 3 clusters Score -3.831734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432054 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -38317336.000000 Penalty: 6438.762207
	Iteration 176F: 3 clusters Score -3.831734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Entering Unmasked Estep 
Score: -2272988.250000 Penalty: 2522.016602
	Iteration 0F: 2 clusters Score -2272988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2255068.500000 Penalty: 5044.033203
	Iteration 0F: 3 clusters Score -2255068 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2261346.750000 Penalty: 5044.033203
	Iteration 1F: 3 clusters Score -2261347 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2261953.250000 Penalty: 5044.033203
	Iteration 2F: 3 clusters Score -2261953 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2262540.250000 Penalty: 5044.033203
	Iteration 3F: 3 clusters Score -2262540 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2263310.250000 Penalty: 5044.033203
	Iteration 4F: 3 clusters Score -2263310 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2264267.250000 Penalty: 5044.033203
	Iteration 5F: 3 clusters Score -2264267 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2265395.250000 Penalty: 5044.033203
	Iteration 6F: 3 clusters Score -2265395 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2266471.250000 Penalty: 5044.033203
	Iteration 7F: 3 clusters Score -2266471 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2267455.750000 Penalty: 5044.033203
	Iteration 8F: 3 clusters Score -2267456 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2268220.750000 Penalty: 5044.033203
	Iteration 9Q: 3 clusters Score -2268221 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2268940.500000 Penalty: 5044.033203
	Iteration 10Q: 3 clusters Score -2268940 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2269603.500000 Penalty: 5044.033203
	Iteration 11Q: 3 clusters Score -2269604 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2270046.500000 Penalty: 5044.033203
	Iteration 12Q: 3 clusters Score -2270046 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2270341.750000 Penalty: 5044.033203
	Iteration 13Q: 3 clusters Score -2270342 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2270516.000000 Penalty: 5044.033203
	Iteration 14Q: 3 clusters Score -2270516 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2270617.500000 Penalty: 5044.033203
	Iteration 15Q: 3 clusters Score -2270618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2270714.750000 Penalty: 5044.033203
	Iteration 16Q: 3 clusters Score -2270715 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2270796.000000 Penalty: 5044.033203
	Iteration 17Q: 3 clusters Score -2270796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2270841.500000 Penalty: 5044.033203
	Iteration 18Q: 3 clusters Score -2270842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2270878.000000 Penalty: 5044.033203
	Iteration 19Q: 3 clusters Score -2270878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2270903.750000 Penalty: 5044.033203
	Iteration 20F: 3 clusters Score -2270904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2270936.750000 Penalty: 5044.033203
	Iteration 21Q: 3 clusters Score -2270937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2270952.000000 Penalty: 5044.033203
	Iteration 22Q: 3 clusters Score -2270952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2270966.000000 Penalty: 5044.033203
	Iteration 23Q: 3 clusters Score -2270966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2270979.250000 Penalty: 5044.033203
	Iteration 24Q: 3 clusters Score -2270979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2270984.750000 Penalty: 5044.033203
	Iteration 25Q: 3 clusters Score -2270985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2270985.750000 Penalty: 5044.033203
	Iteration 26Q: 3 clusters Score -2270986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2270983.750000 Penalty: 5044.033203
	Iteration 27Q: 3 clusters Score -2270984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2270991.750000 Penalty: 5044.033203
	Iteration 28Q: 3 clusters Score -2270992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2270994.500000 Penalty: 5044.033203
	Iteration 29Q: 3 clusters Score -2270994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2270991.000000 Penalty: 5044.033203
	Iteration 30Q: 3 clusters Score -2270991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -2270997.000000 Penalty: 5044.033203
	Iteration 31Q: 3 clusters Score -2270997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2270998.250000 Penalty: 5044.033203
	Iteration 32Q: 3 clusters Score -2270998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2271007.500000 Penalty: 5044.033203
	Iteration 33Q: 3 clusters Score -2271008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2271013.500000 Penalty: 5044.033203
	Iteration 34Q: 3 clusters Score -2271014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -2271018.000000 Penalty: 5044.033203
	Iteration 35Q: 3 clusters Score -2271018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2271020.750000 Penalty: 5044.033203
	Iteration 36Q: 3 clusters Score -2271021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2271021.500000 Penalty: 5044.033203
	Iteration 37Q: 3 clusters Score -2271022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2271024.000000 Penalty: 5044.033203
	Iteration 38Q: 3 clusters Score -2271024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2271021.500000 Penalty: 5044.033203
	Iteration 39Q: 3 clusters Score -2271022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2271025.250000 Penalty: 5044.033203
	Iteration 40F: 3 clusters Score -2271025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2271026.250000 Penalty: 5044.033203
	Iteration 41Q: 3 clusters Score -2271026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2271024.250000 Penalty: 5044.033203
	Iteration 42Q: 3 clusters Score -2271024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2271024.250000 Penalty: 5044.033203
	Iteration 43F: 3 clusters Score -2271024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -548508.562500 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -548508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -543072.312500 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -543072.3 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -544547.750000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -544547.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -544846.437500 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -544846.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -545078.312500 Penalty: 4348.981445
	Iteration 3F: 3 clusters Score -545078.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -545286.812500 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -545286.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -545471.187500 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -545471.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -545605.375000 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -545605.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -545728.375000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -545728.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -545849.312500 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -545849.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -545948.000000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -545948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -546030.812500 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -546030.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -546117.500000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -546117.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -546230.375000 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -546230.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -546346.500000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -546346.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -546457.375000 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -546457.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -546556.750000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -546556.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -546644.000000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -546644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -546727.375000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -546727.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -546829.312500 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -546829.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -546939.687500 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -546939.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -547043.500000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -547043.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -547115.187500 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -547115.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -547179.000000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -547179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -547224.500000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -547224.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -547258.250000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -547258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -547276.125000 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -547276.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547286.187500 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -547286.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -547297.625000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -547297.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -547305.812500 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -547305.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -547311.812500 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -547311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -547314.062500 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -547314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -547317.125000 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -547317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -547318.625000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -547318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -547321.812500 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -547321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -547322.875000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -547322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -547325.625000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -547325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -547327.812500 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -547327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -547331.375000 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -547331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547338.312500 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -547338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -547341.437500 Penalty: 4348.981445
	Iteration 39Q: 3 clusters Score -547341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -547344.500000 Penalty: 4348.981445
	Iteration 40F: 3 clusters Score -547344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -547345.687500 Penalty: 4348.981445
	Iteration 41Q: 3 clusters Score -547345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -547348.250000 Penalty: 4348.981445
	Iteration 42Q: 3 clusters Score -547348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -547350.625000 Penalty: 4348.981445
	Iteration 43Q: 3 clusters Score -547350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -547354.687500 Penalty: 4348.981445
	Iteration 44Q: 3 clusters Score -547354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -547356.625000 Penalty: 4348.981445
	Iteration 45Q: 3 clusters Score -547356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -547357.312500 Penalty: 4348.981445
	Iteration 46Q: 3 clusters Score -547357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -547357.312500 Penalty: 4348.981445
	Iteration 47F: 3 clusters Score -547357.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Entering Unmasked Estep 
Score: -1990350.250000 Penalty: 2487.644531
	Iteration 0F: 2 clusters Score -1990350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1974528.875000 Penalty: 4975.289062
	Iteration 0F: 3 clusters Score -1974529 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1979851.250000 Penalty: 4975.289062
	Iteration 1F: 3 clusters Score -1979851 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1980300.000000 Penalty: 4975.289062
	Iteration 2F: 3 clusters Score -1980300 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1980792.375000 Penalty: 4975.289062
	Iteration 3Q: 3 clusters Score -1980792 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1981326.500000 Penalty: 4975.289062
	Iteration 4F: 3 clusters Score -1981326 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1981981.125000 Penalty: 4975.289062
	Iteration 5F: 3 clusters Score -1981981 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1982814.000000 Penalty: 4975.289062
	Iteration 6F: 3 clusters Score -1982814 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1983790.875000 Penalty: 4975.289062
	Iteration 7F: 3 clusters Score -1983791 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1984792.875000 Penalty: 4975.289062
	Iteration 8F: 3 clusters Score -1984793 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1985774.000000 Penalty: 4975.289062
	Iteration 9F: 3 clusters Score -1985774 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1986606.375000 Penalty: 4975.289062
	Iteration 10Q: 3 clusters Score -1986606 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1987206.250000 Penalty: 4975.289062
	Iteration 11Q: 3 clusters Score -1987206 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1987643.625000 Penalty: 4975.289062
	Iteration 12Q: 3 clusters Score -1987644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1987885.875000 Penalty: 4975.289062
	Iteration 13Q: 3 clusters Score -1987886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1988035.625000 Penalty: 4975.289062
	Iteration 14Q: 3 clusters Score -1988036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1988108.750000 Penalty: 4975.289062
	Iteration 15Q: 3 clusters Score -1988109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1988150.875000 Penalty: 4975.289062
	Iteration 16Q: 3 clusters Score -1988151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1988174.750000 Penalty: 4975.289062
	Iteration 17Q: 3 clusters Score -1988175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1988191.375000 Penalty: 4975.289062
	Iteration 18Q: 3 clusters Score -1988191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1988200.125000 Penalty: 4975.289062
	Iteration 19Q: 3 clusters Score -1988200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1988205.375000 Penalty: 4975.289062
	Iteration 20F: 3 clusters Score -1988205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1988213.500000 Penalty: 4975.289062
	Iteration 21Q: 3 clusters Score -1988214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1988223.375000 Penalty: 4975.289062
	Iteration 22Q: 3 clusters Score -1988223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1988230.500000 Penalty: 4975.289062
	Iteration 23Q: 3 clusters Score -1988230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1988234.750000 Penalty: 4975.289062
	Iteration 24Q: 3 clusters Score -1988235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1988237.750000 Penalty: 4975.289062
	Iteration 25Q: 3 clusters Score -1988238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1988238.375000 Penalty: 4975.289062
	Iteration 26Q: 3 clusters Score -1988238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1988238.375000 Penalty: 4975.289062
	Iteration 27F: 3 clusters Score -1988238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -258128.359375 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -258128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -254774.968750 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -254775 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -255467.125000 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -255467.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -255682.953125 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -255683 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -255814.671875 Penalty: 3983.567139
	Iteration 3F: 3 clusters Score -255814.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -255905.171875 Penalty: 3983.567139
	Iteration 4Q: 3 clusters Score -255905.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -255972.078125 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -255972.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -256022.218750 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -256022.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -256060.531250 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -256060.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -256101.265625 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -256101.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -256134.484375 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -256134.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -256155.781250 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -256155.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -256179.750000 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -256179.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -256194.328125 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -256194.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -256205.984375 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -256206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -256213.718750 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -256213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -256219.781250 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -256219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -256224.937500 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -256224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -256232.609375 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -256232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -256242.437500 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -256242.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -256252.921875 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -256252.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -256263.937500 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -256263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -256273.781250 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -256273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -256281.546875 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -256281.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -256287.265625 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -256287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -256291.453125 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -256291.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -256295.359375 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -256295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -256299.609375 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -256299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -256301.000000 Penalty: 3983.567139
	Iteration 27Q: 3 clusters Score -256301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -256305.000000 Penalty: 3983.567139
	Iteration 28Q: 3 clusters Score -256305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -256308.953125 Penalty: 3983.567139
	Iteration 29Q: 3 clusters Score -256309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -256313.234375 Penalty: 3983.567139
	Iteration 30Q: 3 clusters Score -256313.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -256318.250000 Penalty: 3983.567139
	Iteration 31Q: 3 clusters Score -256318.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -256322.140625 Penalty: 3983.567139
	Iteration 32Q: 3 clusters Score -256322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -256325.953125 Penalty: 3983.567139
	Iteration 33Q: 3 clusters Score -256326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -256327.828125 Penalty: 3983.567139
	Iteration 34Q: 3 clusters Score -256327.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -256329.046875 Penalty: 3983.567139
	Iteration 35Q: 3 clusters Score -256329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -256331.937500 Penalty: 3983.567139
	Iteration 36Q: 3 clusters Score -256331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -256334.078125 Penalty: 3983.567139
	Iteration 37Q: 3 clusters Score -256334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -256335.421875 Penalty: 3983.567139
	Iteration 38Q: 3 clusters Score -256335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -256338.843750 Penalty: 3983.567139
	Iteration 39Q: 3 clusters Score -256338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -256342.593750 Penalty: 3983.567139
	Iteration 40F: 3 clusters Score -256342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -256346.593750 Penalty: 3983.567139
	Iteration 41Q: 3 clusters Score -256346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -256352.046875 Penalty: 3983.567139
	Iteration 42Q: 3 clusters Score -256352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -256355.953125 Penalty: 3983.567139
	Iteration 43Q: 3 clusters Score -256356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -256358.515625 Penalty: 3983.567139
	Iteration 44Q: 3 clusters Score -256358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -256360.000000 Penalty: 3983.567139
	Iteration 45Q: 3 clusters Score -256360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -256361.562500 Penalty: 3983.567139
	Iteration 46Q: 3 clusters Score -256361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -256361.500000 Penalty: 3983.567139
	Iteration 47Q: 3 clusters Score -256361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -256361.718750 Penalty: 3983.567139
	Iteration 48Q: 3 clusters Score -256361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -256361.718750 Penalty: 3983.567139
	Iteration 49F: 3 clusters Score -256361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -78419.414062 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -78419.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76514.585938 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -76514.59 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76789.195312 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -76789.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76856.835938 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -76856.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76892.812500 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -76892.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76909.320312 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -76909.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76930.648438 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -76930.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76938.601562 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -76938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76941.210938 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -76941.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76941.875000 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -76941.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76941.875000 Penalty: 3402.368896
	Iteration 9F: 3 clusters Score -76941.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Entering Unmasked Estep 
Score: -3491133.000000 Penalty: 2616.650391
	Iteration 0F: 2 clusters Score -3491133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3465294.750000 Penalty: 5233.300781
	Iteration 0F: 3 clusters Score -3465295 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3475011.500000 Penalty: 5233.300781
	Iteration 1F: 3 clusters Score -3475012 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3475562.750000 Penalty: 5233.300781
	Iteration 2Q: 3 clusters Score -3475563 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3476050.250000 Penalty: 5233.300781
	Iteration 3Q: 3 clusters Score -3476050 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3476510.000000 Penalty: 5233.300781
	Iteration 4Q: 3 clusters Score -3476510 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3476938.000000 Penalty: 5233.300781
	Iteration 5Q: 3 clusters Score -3476938 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3477378.500000 Penalty: 5233.300781
	Iteration 6Q: 3 clusters Score -3477378 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3477929.000000 Penalty: 5233.300781
	Iteration 7Q: 3 clusters Score -3477929 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3478609.500000 Penalty: 5233.300781
	Iteration 8Q: 3 clusters Score -3478610 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3479431.250000 Penalty: 5233.300781
	Iteration 9Q: 3 clusters Score -3479431 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3480391.500000 Penalty: 5233.300781
	Iteration 10Q: 3 clusters Score -3480392 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3481566.500000 Penalty: 5233.300781
	Iteration 11Q: 3 clusters Score -3481566 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3482851.500000 Penalty: 5233.300781
	Iteration 12Q: 3 clusters Score -3482852 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3484003.750000 Penalty: 5233.300781
	Iteration 13Q: 3 clusters Score -3484004 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3484833.500000 Penalty: 5233.300781
	Iteration 14Q: 3 clusters Score -3484834 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3485333.500000 Penalty: 5233.300781
	Iteration 15Q: 3 clusters Score -3485334 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3485689.750000 Penalty: 5233.300781
	Iteration 16Q: 3 clusters Score -3485690 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3485938.750000 Penalty: 5233.300781
	Iteration 17Q: 3 clusters Score -3485939 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3486149.500000 Penalty: 5233.300781
	Iteration 18Q: 3 clusters Score -3486150 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3486334.000000 Penalty: 5233.300781
	Iteration 19Q: 3 clusters Score -3486334 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3486529.750000 Penalty: 5233.300781
	Iteration 20F: 3 clusters Score -3486530 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3486684.250000 Penalty: 5233.300781
	Iteration 21Q: 3 clusters Score -3486684 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3486830.000000 Penalty: 5233.300781
	Iteration 22Q: 3 clusters Score -3486830 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -3487027.750000 Penalty: 5233.300781
	Iteration 23Q: 3 clusters Score -3487028 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3487231.000000 Penalty: 5233.300781
	Iteration 24Q: 3 clusters Score -3487231 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3487440.500000 Penalty: 5233.300781
	Iteration 25Q: 3 clusters Score -3487440 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3487635.750000 Penalty: 5233.300781
	Iteration 26Q: 3 clusters Score -3487636 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -3487806.500000 Penalty: 5233.300781
	Iteration 27Q: 3 clusters Score -3487806 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3487986.000000 Penalty: 5233.300781
	Iteration 28Q: 3 clusters Score -3487986 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3488112.000000 Penalty: 5233.300781
	Iteration 29Q: 3 clusters Score -3488112 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -3488217.000000 Penalty: 5233.300781
	Iteration 30Q: 3 clusters Score -3488217 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -3488350.750000 Penalty: 5233.300781
	Iteration 31Q: 3 clusters Score -3488351 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -3488458.000000 Penalty: 5233.300781
	Iteration 32Q: 3 clusters Score -3488458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3488555.750000 Penalty: 5233.300781
	Iteration 33Q: 3 clusters Score -3488556 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -3488635.250000 Penalty: 5233.300781
	Iteration 34Q: 3 clusters Score -3488635 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3488697.500000 Penalty: 5233.300781
	Iteration 35Q: 3 clusters Score -3488698 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -3488766.250000 Penalty: 5233.300781
	Iteration 36Q: 3 clusters Score -3488766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -3488812.500000 Penalty: 5233.300781
	Iteration 37Q: 3 clusters Score -3488812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3488848.250000 Penalty: 5233.300781
	Iteration 38Q: 3 clusters Score -3488848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -3488881.500000 Penalty: 5233.300781
	Iteration 39Q: 3 clusters Score -3488882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3488915.750000 Penalty: 5233.300781
	Iteration 40F: 3 clusters Score -3488916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -3488930.500000 Penalty: 5233.300781
	Iteration 41Q: 3 clusters Score -3488930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -3488937.750000 Penalty: 5233.300781
	Iteration 42Q: 3 clusters Score -3488938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -3488955.750000 Penalty: 5233.300781
	Iteration 43Q: 3 clusters Score -3488956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -3488961.250000 Penalty: 5233.300781
	Iteration 44Q: 3 clusters Score -3488961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -3488967.750000 Penalty: 5233.300781
	Iteration 45Q: 3 clusters Score -3488968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3488969.500000 Penalty: 5233.300781
	Iteration 46Q: 3 clusters Score -3488970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3488972.500000 Penalty: 5233.300781
	Iteration 47Q: 3 clusters Score -3488972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -3488982.000000 Penalty: 5233.300781
	Iteration 48Q: 3 clusters Score -3488982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -3488985.000000 Penalty: 5233.300781
	Iteration 49Q: 3 clusters Score -3488985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -3488990.250000 Penalty: 5233.300781
	Iteration 50Q: 3 clusters Score -3488990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3488992.000000 Penalty: 5233.300781
	Iteration 51Q: 3 clusters Score -3488992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3488994.000000 Penalty: 5233.300781
	Iteration 52Q: 3 clusters Score -3488994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -3489002.250000 Penalty: 5233.300781
	Iteration 53Q: 3 clusters Score -3489002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -3489002.250000 Penalty: 5233.300781
	Iteration 54Q: 3 clusters Score -3489002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -3489015.000000 Penalty: 5233.300781
	Iteration 55Q: 3 clusters Score -3489015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -3489023.000000 Penalty: 5233.300781
	Iteration 56Q: 3 clusters Score -3489023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -3489023.000000 Penalty: 5233.300781
	Iteration 57Q: 3 clusters Score -3489023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -3489027.250000 Penalty: 5233.300781
	Iteration 58Q: 3 clusters Score -3489027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -3489023.250000 Penalty: 5233.300781
	Iteration 59Q: 3 clusters Score -3489023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -3489024.750000 Penalty: 5233.300781
	Iteration 60F: 3 clusters Score -3489025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3489022.250000 Penalty: 5233.300781
	Iteration 61Q: 3 clusters Score -3489022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -3489024.500000 Penalty: 5233.300781
	Iteration 62Q: 3 clusters Score -3489024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -3489028.750000 Penalty: 5233.300781
	Iteration 63Q: 3 clusters Score -3489029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3489024.750000 Penalty: 5233.300781
	Iteration 64Q: 3 clusters Score -3489025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3489024.750000 Penalty: 5233.300781
	Iteration 65F: 3 clusters Score -3489025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Entering Unmasked Estep 
Score: -12182274.000000 Penalty: 2927.242920
	Iteration 0F: 2 clusters Score -1.218227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -12092695.000000 Penalty: 5854.485840
	Iteration 0F: 3 clusters Score -1.20927e+07 nChanged 63865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -12129667.000000 Penalty: 5854.485840
	Iteration 1F: 3 clusters Score -1.212967e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -12130450.000000 Penalty: 5854.485840
	Iteration 2Q: 3 clusters Score -1.213045e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -12131285.000000 Penalty: 5854.485840
	Iteration 3Q: 3 clusters Score -1.213128e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -12132397.000000 Penalty: 5854.485840
	Iteration 4Q: 3 clusters Score -1.21324e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -12133927.000000 Penalty: 5854.485840
	Iteration 5Q: 3 clusters Score -1.213393e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -12136079.000000 Penalty: 5854.485840
	Iteration 6Q: 3 clusters Score -1.213608e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -12138702.000000 Penalty: 5854.485840
	Iteration 7Q: 3 clusters Score -1.21387e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -12142059.000000 Penalty: 5854.485840
	Iteration 8F: 3 clusters Score -1.214206e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -12145432.000000 Penalty: 5854.485840
	Iteration 9F: 3 clusters Score -1.214543e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -12148145.000000 Penalty: 5854.485840
	Iteration 10F: 3 clusters Score -1.214814e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -12150276.000000 Penalty: 5854.485840
	Iteration 11Q: 3 clusters Score -1.215028e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -12151905.000000 Penalty: 5854.485840
	Iteration 12Q: 3 clusters Score -1.21519e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -12153189.000000 Penalty: 5854.485840
	Iteration 13Q: 3 clusters Score -1.215319e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -12154518.000000 Penalty: 5854.485840
	Iteration 14Q: 3 clusters Score -1.215452e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -12156025.000000 Penalty: 5854.485840
	Iteration 15Q: 3 clusters Score -1.215602e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -12157728.000000 Penalty: 5854.485840
	Iteration 16Q: 3 clusters Score -1.215773e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -12159931.000000 Penalty: 5854.485840
	Iteration 17Q: 3 clusters Score -1.215993e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -12162276.000000 Penalty: 5854.485840
	Iteration 18Q: 3 clusters Score -1.216228e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -12165345.000000 Penalty: 5854.485840
	Iteration 19Q: 3 clusters Score -1.216534e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119137 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -12168883.000000 Penalty: 5854.485840
	Iteration 20F: 3 clusters Score -1.216888e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123494 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -12172291.000000 Penalty: 5854.485840
	Iteration 21Q: 3 clusters Score -1.217229e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127055 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -12175477.000000 Penalty: 5854.485840
	Iteration 22Q: 3 clusters Score -1.217548e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -12177854.000000 Penalty: 5854.485840
	Iteration 23Q: 3 clusters Score -1.217785e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -12178932.000000 Penalty: 5854.485840
	Iteration 24Q: 3 clusters Score -1.217893e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130994 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -12179508.000000 Penalty: 5854.485840
	Iteration 25Q: 3 clusters Score -1.217951e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -12179727.000000 Penalty: 5854.485840
	Iteration 26Q: 3 clusters Score -1.217973e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131438 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12179914.000000 Penalty: 5854.485840
	Iteration 27Q: 3 clusters Score -1.217991e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12179964.000000 Penalty: 5854.485840
	Iteration 28Q: 3 clusters Score -1.217996e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -12180030.000000 Penalty: 5854.485840
	Iteration 29Q: 3 clusters Score -1.218003e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131741 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -12180041.000000 Penalty: 5854.485840
	Iteration 30Q: 3 clusters Score -1.218004e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -12180066.000000 Penalty: 5854.485840
	Iteration 31Q: 3 clusters Score -1.218007e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131847 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12180088.000000 Penalty: 5854.485840
	Iteration 32Q: 3 clusters Score -1.218009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131887 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -12180086.000000 Penalty: 5854.485840
	Iteration 33Q: 3 clusters Score -1.218009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131919 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12180073.000000 Penalty: 5854.485840
	Iteration 34Q: 3 clusters Score -1.218007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -12180110.000000 Penalty: 5854.485840
	Iteration 35Q: 3 clusters Score -1.218011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131983 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12180127.000000 Penalty: 5854.485840
	Iteration 36Q: 3 clusters Score -1.218013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -12180110.000000 Penalty: 5854.485840
	Iteration 37Q: 3 clusters Score -1.218011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12180107.000000 Penalty: 5854.485840
	Iteration 38Q: 3 clusters Score -1.218011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12180121.000000 Penalty: 5854.485840
	Iteration 39Q: 3 clusters Score -1.218012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132077 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12180132.000000 Penalty: 5854.485840
	Iteration 40F: 3 clusters Score -1.218013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12180143.000000 Penalty: 5854.485840
	Iteration 41Q: 3 clusters Score -1.218014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132101 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12180150.000000 Penalty: 5854.485840
	Iteration 42Q: 3 clusters Score -1.218015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132111 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12180174.000000 Penalty: 5854.485840
	Iteration 43Q: 3 clusters Score -1.218017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12180162.000000 Penalty: 5854.485840
	Iteration 44Q: 3 clusters Score -1.218016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12180168.000000 Penalty: 5854.485840
	Iteration 45Q: 3 clusters Score -1.218017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132131 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12180161.000000 Penalty: 5854.485840
	Iteration 46Q: 3 clusters Score -1.218016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132131 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12180161.000000 Penalty: 5854.485840
	Iteration 47F: 3 clusters Score -1.218016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Entering Unmasked Estep 
Score: -1950400.500000 Penalty: 2479.419922
	Iteration 0F: 2 clusters Score -1950400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1934949.375000 Penalty: 4958.839844
	Iteration 0F: 3 clusters Score -1934949 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1940171.625000 Penalty: 4958.839844
	Iteration 1F: 3 clusters Score -1940172 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1940567.625000 Penalty: 4958.839844
	Iteration 2F: 3 clusters Score -1940568 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1940892.750000 Penalty: 4958.839844
	Iteration 3Q: 3 clusters Score -1940893 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1941191.375000 Penalty: 4958.839844
	Iteration 4Q: 3 clusters Score -1941191 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1941503.500000 Penalty: 4958.839844
	Iteration 5Q: 3 clusters Score -1941504 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1941836.125000 Penalty: 4958.839844
	Iteration 6Q: 3 clusters Score -1941836 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1942262.000000 Penalty: 4958.839844
	Iteration 7Q: 3 clusters Score -1942262 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1942738.375000 Penalty: 4958.839844
	Iteration 8Q: 3 clusters Score -1942738 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1943299.625000 Penalty: 4958.839844
	Iteration 9Q: 3 clusters Score -1943300 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1943872.875000 Penalty: 4958.839844
	Iteration 10Q: 3 clusters Score -1943873 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1944376.500000 Penalty: 4958.839844
	Iteration 11Q: 3 clusters Score -1944376 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1944853.875000 Penalty: 4958.839844
	Iteration 12Q: 3 clusters Score -1944854 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1945252.250000 Penalty: 4958.839844
	Iteration 13Q: 3 clusters Score -1945252 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1945630.625000 Penalty: 4958.839844
	Iteration 14Q: 3 clusters Score -1945631 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1945935.625000 Penalty: 4958.839844
	Iteration 15Q: 3 clusters Score -1945936 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1946207.125000 Penalty: 4958.839844
	Iteration 16Q: 3 clusters Score -1946207 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1946408.000000 Penalty: 4958.839844
	Iteration 17Q: 3 clusters Score -1946408 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1946570.875000 Penalty: 4958.839844
	Iteration 18Q: 3 clusters Score -1946571 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1946739.625000 Penalty: 4958.839844
	Iteration 19Q: 3 clusters Score -1946740 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1946875.625000 Penalty: 4958.839844
	Iteration 20F: 3 clusters Score -1946876 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1946988.500000 Penalty: 4958.839844
	Iteration 21Q: 3 clusters Score -1946988 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -1947115.000000 Penalty: 4958.839844
	Iteration 22Q: 3 clusters Score -1947115 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1947239.750000 Penalty: 4958.839844
	Iteration 23Q: 3 clusters Score -1947240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1947344.625000 Penalty: 4958.839844
	Iteration 24Q: 3 clusters Score -1947345 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1947458.375000 Penalty: 4958.839844
	Iteration 25Q: 3 clusters Score -1947458 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1947550.750000 Penalty: 4958.839844
	Iteration 26Q: 3 clusters Score -1947551 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1947623.125000 Penalty: 4958.839844
	Iteration 27Q: 3 clusters Score -1947623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1947693.625000 Penalty: 4958.839844
	Iteration 28Q: 3 clusters Score -1947694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1947753.500000 Penalty: 4958.839844
	Iteration 29Q: 3 clusters Score -1947754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1947814.375000 Penalty: 4958.839844
	Iteration 30Q: 3 clusters Score -1947814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -1947867.250000 Penalty: 4958.839844
	Iteration 31Q: 3 clusters Score -1947867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -1947914.375000 Penalty: 4958.839844
	Iteration 32Q: 3 clusters Score -1947914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1947953.375000 Penalty: 4958.839844
	Iteration 33Q: 3 clusters Score -1947953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1947987.625000 Penalty: 4958.839844
	Iteration 34Q: 3 clusters Score -1947988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1948018.750000 Penalty: 4958.839844
	Iteration 35Q: 3 clusters Score -1948019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1948041.250000 Penalty: 4958.839844
	Iteration 36Q: 3 clusters Score -1948041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1948071.875000 Penalty: 4958.839844
	Iteration 37Q: 3 clusters Score -1948072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1948102.625000 Penalty: 4958.839844
	Iteration 38Q: 3 clusters Score -1948103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1948139.000000 Penalty: 4958.839844
	Iteration 39Q: 3 clusters Score -1948139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1948162.375000 Penalty: 4958.839844
	Iteration 40F: 3 clusters Score -1948162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1948184.875000 Penalty: 4958.839844
	Iteration 41Q: 3 clusters Score -1948185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1948201.625000 Penalty: 4958.839844
	Iteration 42Q: 3 clusters Score -1948202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1948217.875000 Penalty: 4958.839844
	Iteration 43Q: 3 clusters Score -1948218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -1948228.125000 Penalty: 4958.839844
	Iteration 44Q: 3 clusters Score -1948228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1948237.750000 Penalty: 4958.839844
	Iteration 45Q: 3 clusters Score -1948238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -1948243.500000 Penalty: 4958.839844
	Iteration 46Q: 3 clusters Score -1948244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1948250.875000 Penalty: 4958.839844
	Iteration 47Q: 3 clusters Score -1948251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1948259.500000 Penalty: 4958.839844
	Iteration 48Q: 3 clusters Score -1948260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -1948275.750000 Penalty: 4958.839844
	Iteration 49Q: 3 clusters Score -1948276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1948283.875000 Penalty: 4958.839844
	Iteration 50Q: 3 clusters Score -1948284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -1948294.250000 Penalty: 4958.839844
	Iteration 51Q: 3 clusters Score -1948294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1948299.875000 Penalty: 4958.839844
	Iteration 52Q: 3 clusters Score -1948300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -1948304.500000 Penalty: 4958.839844
	Iteration 53Q: 3 clusters Score -1948304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -1948309.625000 Penalty: 4958.839844
	Iteration 54Q: 3 clusters Score -1948310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -1948311.750000 Penalty: 4958.839844
	Iteration 55Q: 3 clusters Score -1948312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -1948313.250000 Penalty: 4958.839844
	Iteration 56Q: 3 clusters Score -1948313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -1948315.250000 Penalty: 4958.839844
	Iteration 57Q: 3 clusters Score -1948315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -1948314.625000 Penalty: 4958.839844
	Iteration 58Q: 3 clusters Score -1948315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -1948319.000000 Penalty: 4958.839844
	Iteration 59Q: 3 clusters Score -1948319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1948322.750000 Penalty: 4958.839844
	Iteration 60F: 3 clusters Score -1948323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1948323.125000 Penalty: 4958.839844
	Iteration 61Q: 3 clusters Score -1948323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1948331.250000 Penalty: 4958.839844
	Iteration 62Q: 3 clusters Score -1948331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -1948330.375000 Penalty: 4958.839844
	Iteration 63Q: 3 clusters Score -1948330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1948338.625000 Penalty: 4958.839844
	Iteration 64Q: 3 clusters Score -1948339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1948346.000000 Penalty: 4958.839844
	Iteration 65Q: 3 clusters Score -1948346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -1948347.500000 Penalty: 4958.839844
	Iteration 66Q: 3 clusters Score -1948348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -1948347.875000 Penalty: 4958.839844
	Iteration 67Q: 3 clusters Score -1948348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1948353.375000 Penalty: 4958.839844
	Iteration 68Q: 3 clusters Score -1948353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -1948359.375000 Penalty: 4958.839844
	Iteration 69Q: 3 clusters Score -1948359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -1948361.375000 Penalty: 4958.839844
	Iteration 70Q: 3 clusters Score -1948361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1948360.625000 Penalty: 4958.839844
	Iteration 71Q: 3 clusters Score -1948361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1948360.625000 Penalty: 4958.839844
	Iteration 72F: 3 clusters Score -1948361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (208050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208050 members 
Entering Unmasked Estep 
Score: -18273696.000000 Penalty: 3036.892334
	Iteration 0F: 2 clusters Score -1.82737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -18134114.000000 Penalty: 6073.784668
	Iteration 0F: 3 clusters Score -1.813411e+07 nChanged 100270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -18192834.000000 Penalty: 6073.784668
	Iteration 1F: 3 clusters Score -1.819283e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -18193868.000000 Penalty: 6073.784668
	Iteration 2Q: 3 clusters Score -1.819387e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -18195130.000000 Penalty: 6073.784668
	Iteration 3Q: 3 clusters Score -1.819513e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -18196720.000000 Penalty: 6073.784668
	Iteration 4Q: 3 clusters Score -1.819672e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -18198780.000000 Penalty: 6073.784668
	Iteration 5Q: 3 clusters Score -1.819878e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -18201582.000000 Penalty: 6073.784668
	Iteration 6Q: 3 clusters Score -1.820158e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -18205130.000000 Penalty: 6073.784668
	Iteration 7Q: 3 clusters Score -1.820513e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -18209924.000000 Penalty: 6073.784668
	Iteration 8Q: 3 clusters Score -1.820992e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -18216608.000000 Penalty: 6073.784668
	Iteration 9F: 3 clusters Score -1.821661e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -18224026.000000 Penalty: 6073.784668
	Iteration 10F: 3 clusters Score -1.822403e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -18230392.000000 Penalty: 6073.784668
	Iteration 11F: 3 clusters Score -1.823039e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 111692 members 
Entering Unmasked Estep 
Score: -18233426.000000 Penalty: 6073.784668
	Iteration 12Q: 3 clusters Score -1.823343e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -18234398.000000 Penalty: 6073.784668
	Iteration 13Q: 3 clusters Score -1.82344e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -18234820.000000 Penalty: 6073.784668
	Iteration 14Q: 3 clusters Score -1.823482e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -18235146.000000 Penalty: 6073.784668
	Iteration 15Q: 3 clusters Score -1.823515e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -18235364.000000 Penalty: 6073.784668
	Iteration 16Q: 3 clusters Score -1.823536e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -18235570.000000 Penalty: 6073.784668
	Iteration 17Q: 3 clusters Score -1.823557e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -18235830.000000 Penalty: 6073.784668
	Iteration 18Q: 3 clusters Score -1.823583e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -18236056.000000 Penalty: 6073.784668
	Iteration 19Q: 3 clusters Score -1.823606e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -18236180.000000 Penalty: 6073.784668
	Iteration 20F: 3 clusters Score -1.823618e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 121061 members 
Entering Unmasked Estep 
Score: -18236436.000000 Penalty: 6073.784668
	Iteration 21Q: 3 clusters Score -1.823644e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -18236744.000000 Penalty: 6073.784668
	Iteration 22Q: 3 clusters Score -1.823674e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -18237004.000000 Penalty: 6073.784668
	Iteration 23Q: 3 clusters Score -1.8237e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -18237242.000000 Penalty: 6073.784668
	Iteration 24Q: 3 clusters Score -1.823724e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -18237650.000000 Penalty: 6073.784668
	Iteration 25Q: 3 clusters Score -1.823765e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -18238136.000000 Penalty: 6073.784668
	Iteration 26Q: 3 clusters Score -1.823814e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 131855 members 
Entering Unmasked Estep 
Score: -18238578.000000 Penalty: 6073.784668
	Iteration 27Q: 3 clusters Score -1.823858e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -18239166.000000 Penalty: 6073.784668
	Iteration 28Q: 3 clusters Score -1.823917e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -18239810.000000 Penalty: 6073.784668
	Iteration 29Q: 3 clusters Score -1.823981e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -18240520.000000 Penalty: 6073.784668
	Iteration 30Q: 3 clusters Score -1.824052e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -18241234.000000 Penalty: 6073.784668
	Iteration 31Q: 3 clusters Score -1.824123e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 145337 members 
Entering Unmasked Estep 
Score: -18242034.000000 Penalty: 6073.784668
	Iteration 32Q: 3 clusters Score -1.824203e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -18243152.000000 Penalty: 6073.784668
	Iteration 33Q: 3 clusters Score -1.824315e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 151975 members 
Entering Unmasked Estep 
Score: -18244354.000000 Penalty: 6073.784668
	Iteration 34Q: 3 clusters Score -1.824435e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -18245584.000000 Penalty: 6073.784668
	Iteration 35Q: 3 clusters Score -1.824558e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 159238 members 
Entering Unmasked Estep 
Score: -18246894.000000 Penalty: 6073.784668
	Iteration 36Q: 3 clusters Score -1.824689e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 162915 members 
Entering Unmasked Estep 
Score: -18248400.000000 Penalty: 6073.784668
	Iteration 37Q: 3 clusters Score -1.82484e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 166687 members 
Entering Unmasked Estep 
Score: -18249952.000000 Penalty: 6073.784668
	Iteration 38Q: 3 clusters Score -1.824995e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 170401 members 
Entering Unmasked Estep 
Score: -18251682.000000 Penalty: 6073.784668
	Iteration 39Q: 3 clusters Score -1.825168e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -18253322.000000 Penalty: 6073.784668
	Iteration 40F: 3 clusters Score -1.825332e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 177454 members 
Entering Unmasked Estep 
Score: -18254858.000000 Penalty: 6073.784668
	Iteration 41Q: 3 clusters Score -1.825486e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 180732 members 
Entering Unmasked Estep 
Score: -18256400.000000 Penalty: 6073.784668
	Iteration 42Q: 3 clusters Score -1.82564e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 183830 members 
Entering Unmasked Estep 
Score: -18257900.000000 Penalty: 6073.784668
	Iteration 43Q: 3 clusters Score -1.82579e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 186666 members 
Entering Unmasked Estep 
Score: -18259270.000000 Penalty: 6073.784668
	Iteration 44Q: 3 clusters Score -1.825927e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -18260566.000000 Penalty: 6073.784668
	Iteration 45Q: 3 clusters Score -1.826057e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 191693 members 
Entering Unmasked Estep 
Score: -18261830.000000 Penalty: 6073.784668
	Iteration 46Q: 3 clusters Score -1.826183e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 193913 members 
Entering Unmasked Estep 
Score: -18263008.000000 Penalty: 6073.784668
	Iteration 47Q: 3 clusters Score -1.826301e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 196000 members 
Entering Unmasked Estep 
Score: -18264094.000000 Penalty: 6073.784668
	Iteration 48Q: 3 clusters Score -1.826409e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 197845 members 
Entering Unmasked Estep 
Score: -18265044.000000 Penalty: 6073.784668
	Iteration 49Q: 3 clusters Score -1.826504e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 199538 members 
Entering Unmasked Estep 
Score: -18265962.000000 Penalty: 6073.784668
	Iteration 50Q: 3 clusters Score -1.826596e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 201177 members 
Entering Unmasked Estep 
Score: -18266884.000000 Penalty: 6073.784668
	Iteration 51Q: 3 clusters Score -1.826688e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 202646 members 
Entering Unmasked Estep 
Score: -18267788.000000 Penalty: 6073.784668
	Iteration 52Q: 3 clusters Score -1.826779e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 203916 members 
Entering Unmasked Estep 
Score: -18268486.000000 Penalty: 6073.784668
	Iteration 53Q: 3 clusters Score -1.826849e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 204981 members 
Entering Unmasked Estep 
Score: -18269198.000000 Penalty: 6073.784668
	Iteration 54Q: 3 clusters Score -1.82692e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -18269690.000000 Penalty: 6073.784668
	Iteration 55Q: 3 clusters Score -1.826969e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 206401 members 
Entering Unmasked Estep 
Score: -18270148.000000 Penalty: 6073.784668
	Iteration 56Q: 3 clusters Score -1.827015e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 206815 members 
Entering Unmasked Estep 
Score: -18270448.000000 Penalty: 6073.784668
	Iteration 57Q: 3 clusters Score -1.827045e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 207069 members 
Entering Unmasked Estep 
Score: -18270624.000000 Penalty: 6073.784668
	Iteration 58Q: 3 clusters Score -1.827062e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 207241 members 
Entering Unmasked Estep 
Score: -18270758.000000 Penalty: 6073.784668
	Iteration 59Q: 3 clusters Score -1.827076e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 207353 members 
Entering Unmasked Estep 
Score: -18270842.000000 Penalty: 6073.784668
	Iteration 60F: 3 clusters Score -1.827084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 207418 members 
Entering Unmasked Estep 
Score: -18270886.000000 Penalty: 6073.784668
	Iteration 61Q: 3 clusters Score -1.827089e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 207458 members 
Entering Unmasked Estep 
Score: -18270928.000000 Penalty: 6073.784668
	Iteration 62Q: 3 clusters Score -1.827093e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207490 members 
Entering Unmasked Estep 
Score: -18270938.000000 Penalty: 6073.784668
	Iteration 63Q: 3 clusters Score -1.827094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 207513 members 
Entering Unmasked Estep 
Score: -18270968.000000 Penalty: 6073.784668
	Iteration 64Q: 3 clusters Score -1.827097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 207534 members 
Entering Unmasked Estep 
Score: -18270972.000000 Penalty: 6073.784668
	Iteration 65Q: 3 clusters Score -1.827097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 207547 members 
Entering Unmasked Estep 
Score: -18270980.000000 Penalty: 6073.784668
	Iteration 66Q: 3 clusters Score -1.827098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 207556 members 
Entering Unmasked Estep 
Score: -18270994.000000 Penalty: 6073.784668
	Iteration 67Q: 3 clusters Score -1.827099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 207562 members 
Entering Unmasked Estep 
Score: -18270994.000000 Penalty: 6073.784668
	Iteration 68Q: 3 clusters Score -1.827099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 207570 members 
Entering Unmasked Estep 
Score: -18270992.000000 Penalty: 6073.784668
	Iteration 69Q: 3 clusters Score -1.827099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 207575 members 
Entering Unmasked Estep 
Score: -18270998.000000 Penalty: 6073.784668
	Iteration 70Q: 3 clusters Score -1.8271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 207582 members 
Entering Unmasked Estep 
Score: -18271012.000000 Penalty: 6073.784668
	Iteration 71Q: 3 clusters Score -1.827101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 207586 members 
Entering Unmasked Estep 
Score: -18271016.000000 Penalty: 6073.784668
	Iteration 72Q: 3 clusters Score -1.827102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 207588 members 
Entering Unmasked Estep 
Score: -18271022.000000 Penalty: 6073.784668
	Iteration 73Q: 3 clusters Score -1.827102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 207588 members 
Entering Unmasked Estep 
Score: -18271012.000000 Penalty: 6073.784668
	Iteration 74Q: 3 clusters Score -1.827101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 207594 members 
Entering Unmasked Estep 
Score: -18271016.000000 Penalty: 6073.784668
	Iteration 75Q: 3 clusters Score -1.827102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 207596 members 
Entering Unmasked Estep 
Score: -18271026.000000 Penalty: 6073.784668
	Iteration 76Q: 3 clusters Score -1.827103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 207596 members 
Entering Unmasked Estep 
Score: -18271026.000000 Penalty: 6073.784668
	Iteration 77Q: 3 clusters Score -1.827103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 207599 members 
Entering Unmasked Estep 
Score: -18271024.000000 Penalty: 6073.784668
	Iteration 78Q: 3 clusters Score -1.827102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 207601 members 
Entering Unmasked Estep 
Score: -18271044.000000 Penalty: 6073.784668
	Iteration 79Q: 3 clusters Score -1.827104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 207603 members 
Entering Unmasked Estep 
Score: -18271038.000000 Penalty: 6073.784668
	Iteration 80F: 3 clusters Score -1.827104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 207605 members 
Entering Unmasked Estep 
Score: -18271036.000000 Penalty: 6073.784668
	Iteration 81Q: 3 clusters Score -1.827104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 207607 members 
Entering Unmasked Estep 
Score: -18271040.000000 Penalty: 6073.784668
	Iteration 82Q: 3 clusters Score -1.827104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 207608 members 
Entering Unmasked Estep 
Score: -18271046.000000 Penalty: 6073.784668
	Iteration 83Q: 3 clusters Score -1.827105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 207608 members 
Entering Unmasked Estep 
Score: -18271046.000000 Penalty: 6073.784668
	Iteration 84F: 3 clusters Score -1.827105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -505196.781250 Penalty: 2157.314209
	Iteration 0F: 2 clusters Score -505196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -500095.718750 Penalty: 4314.628418
	Iteration 0F: 3 clusters Score -500095.7 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -501360.250000 Penalty: 4314.628418
	Iteration 1F: 3 clusters Score -501360.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -501580.437500 Penalty: 4314.628418
	Iteration 2F: 3 clusters Score -501580.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -501738.625000 Penalty: 4314.628418
	Iteration 3Q: 3 clusters Score -501738.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -501868.656250 Penalty: 4314.628418
	Iteration 4Q: 3 clusters Score -501868.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -501985.187500 Penalty: 4314.628418
	Iteration 5Q: 3 clusters Score -501985.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -502112.000000 Penalty: 4314.628418
	Iteration 6Q: 3 clusters Score -502112 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -502260.937500 Penalty: 4314.628418
	Iteration 7Q: 3 clusters Score -502260.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -502427.906250 Penalty: 4314.628418
	Iteration 8Q: 3 clusters Score -502427.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -502601.781250 Penalty: 4314.628418
	Iteration 9Q: 3 clusters Score -502601.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -502791.375000 Penalty: 4314.628418
	Iteration 10Q: 3 clusters Score -502791.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -502995.218750 Penalty: 4314.628418
	Iteration 11Q: 3 clusters Score -502995.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -503181.281250 Penalty: 4314.628418
	Iteration 12Q: 3 clusters Score -503181.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -503351.250000 Penalty: 4314.628418
	Iteration 13Q: 3 clusters Score -503351.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -503503.843750 Penalty: 4314.628418
	Iteration 14Q: 3 clusters Score -503503.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -503640.375000 Penalty: 4314.628418
	Iteration 15Q: 3 clusters Score -503640.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -503787.687500 Penalty: 4314.628418
	Iteration 16Q: 3 clusters Score -503787.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -503942.093750 Penalty: 4314.628418
	Iteration 17Q: 3 clusters Score -503942.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -504105.062500 Penalty: 4314.628418
	Iteration 18Q: 3 clusters Score -504105.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -504199.843750 Penalty: 4314.628418
	Iteration 19Q: 3 clusters Score -504199.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -504253.125000 Penalty: 4314.628418
	Iteration 20F: 3 clusters Score -504253.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -504286.531250 Penalty: 4314.628418
	Iteration 21Q: 3 clusters Score -504286.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -504304.437500 Penalty: 4314.628418
	Iteration 22Q: 3 clusters Score -504304.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -504318.625000 Penalty: 4314.628418
	Iteration 23Q: 3 clusters Score -504318.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -504331.500000 Penalty: 4314.628418
	Iteration 24Q: 3 clusters Score -504331.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -504336.468750 Penalty: 4314.628418
	Iteration 25Q: 3 clusters Score -504336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -504338.250000 Penalty: 4314.628418
	Iteration 26Q: 3 clusters Score -504338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -504341.375000 Penalty: 4314.628418
	Iteration 27Q: 3 clusters Score -504341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -504342.375000 Penalty: 4314.628418
	Iteration 28Q: 3 clusters Score -504342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -504342.968750 Penalty: 4314.628418
	Iteration 29Q: 3 clusters Score -504343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -504345.968750 Penalty: 4314.628418
	Iteration 30Q: 3 clusters Score -504346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -504346.593750 Penalty: 4314.628418
	Iteration 31Q: 3 clusters Score -504346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -504347.156250 Penalty: 4314.628418
	Iteration 32Q: 3 clusters Score -504347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -504347.156250 Penalty: 4314.628418
	Iteration 33F: 3 clusters Score -504347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Entering Unmasked Estep 
Score: -8115001.000000 Penalty: 2830.241699
	Iteration 0F: 2 clusters Score -8115001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -8054805.000000 Penalty: 5660.483398
	Iteration 0F: 3 clusters Score -8054805 nChanged 42556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8078731.500000 Penalty: 5660.483398
	Iteration 1F: 3 clusters Score -8078732 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -8079302.000000 Penalty: 5660.483398
	Iteration 2Q: 3 clusters Score -8079302 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8080069.500000 Penalty: 5660.483398
	Iteration 3Q: 3 clusters Score -8080070 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -8080994.000000 Penalty: 5660.483398
	Iteration 4Q: 3 clusters Score -8080994 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -8082492.000000 Penalty: 5660.483398
	Iteration 5Q: 3 clusters Score -8082492 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -8084755.000000 Penalty: 5660.483398
	Iteration 6F: 3 clusters Score -8084755 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -8088477.500000 Penalty: 5660.483398
	Iteration 7F: 3 clusters Score -8088478 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -8093592.500000 Penalty: 5660.483398
	Iteration 8F: 3 clusters Score -8093592 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -8099645.000000 Penalty: 5660.483398
	Iteration 9F: 3 clusters Score -8099645 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -8105202.500000 Penalty: 5660.483398
	Iteration 10F: 3 clusters Score -8105202 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -8108823.500000 Penalty: 5660.483398
	Iteration 11Q: 3 clusters Score -8108824 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -8110697.500000 Penalty: 5660.483398
	Iteration 12Q: 3 clusters Score -8110698 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -8111519.500000 Penalty: 5660.483398
	Iteration 13Q: 3 clusters Score -8111520 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -8111931.000000 Penalty: 5660.483398
	Iteration 14Q: 3 clusters Score -8111931 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -8112183.500000 Penalty: 5660.483398
	Iteration 15Q: 3 clusters Score -8112184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -8112314.000000 Penalty: 5660.483398
	Iteration 16Q: 3 clusters Score -8112314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -8112401.500000 Penalty: 5660.483398
	Iteration 17Q: 3 clusters Score -8112402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -8112435.000000 Penalty: 5660.483398
	Iteration 18Q: 3 clusters Score -8112435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -8112478.000000 Penalty: 5660.483398
	Iteration 19Q: 3 clusters Score -8112478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -8112519.000000 Penalty: 5660.483398
	Iteration 20F: 3 clusters Score -8112519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -8112539.500000 Penalty: 5660.483398
	Iteration 21Q: 3 clusters Score -8112540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -8112548.000000 Penalty: 5660.483398
	Iteration 22Q: 3 clusters Score -8112548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -8112559.000000 Penalty: 5660.483398
	Iteration 23Q: 3 clusters Score -8112559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -8112559.000000 Penalty: 5660.483398
	Iteration 24Q: 3 clusters Score -8112559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -8112583.500000 Penalty: 5660.483398
	Iteration 25Q: 3 clusters Score -8112584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -8112598.000000 Penalty: 5660.483398
	Iteration 26Q: 3 clusters Score -8112598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -8112601.500000 Penalty: 5660.483398
	Iteration 27Q: 3 clusters Score -8112602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
Score: -8112615.000000 Penalty: 5660.483398
	Iteration 28Q: 3 clusters Score -8112615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -8112626.000000 Penalty: 5660.483398
	Iteration 29Q: 3 clusters Score -8112626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -8112637.500000 Penalty: 5660.483398
	Iteration 30Q: 3 clusters Score -8112638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -8112641.500000 Penalty: 5660.483398
	Iteration 31Q: 3 clusters Score -8112642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -8112653.500000 Penalty: 5660.483398
	Iteration 32Q: 3 clusters Score -8112654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -8112658.500000 Penalty: 5660.483398
	Iteration 33Q: 3 clusters Score -8112658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -8112664.000000 Penalty: 5660.483398
	Iteration 34Q: 3 clusters Score -8112664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -8112659.000000 Penalty: 5660.483398
	Iteration 35Q: 3 clusters Score -8112659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -8112666.000000 Penalty: 5660.483398
	Iteration 36Q: 3 clusters Score -8112666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -8112663.500000 Penalty: 5660.483398
	Iteration 37Q: 3 clusters Score -8112664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -8112661.500000 Penalty: 5660.483398
	Iteration 38Q: 3 clusters Score -8112662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -8112669.000000 Penalty: 5660.483398
	Iteration 39Q: 3 clusters Score -8112669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -8112666.500000 Penalty: 5660.483398
	Iteration 40F: 3 clusters Score -8112666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -8112665.500000 Penalty: 5660.483398
	Iteration 41Q: 3 clusters Score -8112666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -8112664.000000 Penalty: 5660.483398
	Iteration 42Q: 3 clusters Score -8112664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -8112662.000000 Penalty: 5660.483398
	Iteration 43Q: 3 clusters Score -8112662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -8112667.000000 Penalty: 5660.483398
	Iteration 44Q: 3 clusters Score -8112667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -8112664.500000 Penalty: 5660.483398
	Iteration 45Q: 3 clusters Score -8112664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -8112664.500000 Penalty: 5660.483398
	Iteration 46F: 3 clusters Score -8112664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Entering Unmasked Estep 
Score: -1269692.500000 Penalty: 2370.742676
	Iteration 0F: 2 clusters Score -1269692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1259346.375000 Penalty: 4741.485352
	Iteration 0F: 3 clusters Score -1259346 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1262662.125000 Penalty: 4741.485352
	Iteration 1F: 3 clusters Score -1262662 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1263023.875000 Penalty: 4741.485352
	Iteration 2F: 3 clusters Score -1263024 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1263321.875000 Penalty: 4741.485352
	Iteration 3Q: 3 clusters Score -1263322 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1263591.375000 Penalty: 4741.485352
	Iteration 4Q: 3 clusters Score -1263591 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1263858.875000 Penalty: 4741.485352
	Iteration 5Q: 3 clusters Score -1263859 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1264133.875000 Penalty: 4741.485352
	Iteration 6Q: 3 clusters Score -1264134 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1264416.750000 Penalty: 4741.485352
	Iteration 7Q: 3 clusters Score -1264417 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1264714.625000 Penalty: 4741.485352
	Iteration 8Q: 3 clusters Score -1264715 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1265011.750000 Penalty: 4741.485352
	Iteration 9Q: 3 clusters Score -1265012 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1265302.750000 Penalty: 4741.485352
	Iteration 10Q: 3 clusters Score -1265303 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1265609.000000 Penalty: 4741.485352
	Iteration 11Q: 3 clusters Score -1265609 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1265892.750000 Penalty: 4741.485352
	Iteration 12Q: 3 clusters Score -1265893 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1266134.250000 Penalty: 4741.485352
	Iteration 13Q: 3 clusters Score -1266134 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1266327.750000 Penalty: 4741.485352
	Iteration 14Q: 3 clusters Score -1266328 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1266487.125000 Penalty: 4741.485352
	Iteration 15Q: 3 clusters Score -1266487 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1266640.125000 Penalty: 4741.485352
	Iteration 16Q: 3 clusters Score -1266640 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1266769.125000 Penalty: 4741.485352
	Iteration 17Q: 3 clusters Score -1266769 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1266900.750000 Penalty: 4741.485352
	Iteration 18Q: 3 clusters Score -1266901 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1267017.750000 Penalty: 4741.485352
	Iteration 19Q: 3 clusters Score -1267018 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1267129.625000 Penalty: 4741.485352
	Iteration 20F: 3 clusters Score -1267130 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1267243.875000 Penalty: 4741.485352
	Iteration 21Q: 3 clusters Score -1267244 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1267351.750000 Penalty: 4741.485352
	Iteration 22Q: 3 clusters Score -1267352 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1267466.000000 Penalty: 4741.485352
	Iteration 23Q: 3 clusters Score -1267466 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1267577.875000 Penalty: 4741.485352
	Iteration 24Q: 3 clusters Score -1267578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1267690.250000 Penalty: 4741.485352
	Iteration 25Q: 3 clusters Score -1267690 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1267795.500000 Penalty: 4741.485352
	Iteration 26Q: 3 clusters Score -1267796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1267898.500000 Penalty: 4741.485352
	Iteration 27Q: 3 clusters Score -1267898 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1267968.375000 Penalty: 4741.485352
	Iteration 28Q: 3 clusters Score -1267968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1268035.625000 Penalty: 4741.485352
	Iteration 29Q: 3 clusters Score -1268036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1268106.000000 Penalty: 4741.485352
	Iteration 30Q: 3 clusters Score -1268106 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1268151.375000 Penalty: 4741.485352
	Iteration 31Q: 3 clusters Score -1268151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1268190.000000 Penalty: 4741.485352
	Iteration 32Q: 3 clusters Score -1268190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1268240.875000 Penalty: 4741.485352
	Iteration 33Q: 3 clusters Score -1268241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1268286.500000 Penalty: 4741.485352
	Iteration 34Q: 3 clusters Score -1268286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1268319.250000 Penalty: 4741.485352
	Iteration 35Q: 3 clusters Score -1268319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1268338.750000 Penalty: 4741.485352
	Iteration 36Q: 3 clusters Score -1268339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1268360.375000 Penalty: 4741.485352
	Iteration 37Q: 3 clusters Score -1268360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1268379.375000 Penalty: 4741.485352
	Iteration 38Q: 3 clusters Score -1268379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1268394.125000 Penalty: 4741.485352
	Iteration 39Q: 3 clusters Score -1268394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1268408.875000 Penalty: 4741.485352
	Iteration 40F: 3 clusters Score -1268409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1268422.125000 Penalty: 4741.485352
	Iteration 41Q: 3 clusters Score -1268422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1268440.750000 Penalty: 4741.485352
	Iteration 42Q: 3 clusters Score -1268441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1268445.250000 Penalty: 4741.485352
	Iteration 43Q: 3 clusters Score -1268445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1268457.125000 Penalty: 4741.485352
	Iteration 44Q: 3 clusters Score -1268457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1268468.375000 Penalty: 4741.485352
	Iteration 45Q: 3 clusters Score -1268468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1268480.500000 Penalty: 4741.485352
	Iteration 46Q: 3 clusters Score -1268480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1268488.500000 Penalty: 4741.485352
	Iteration 47Q: 3 clusters Score -1268488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1268497.250000 Penalty: 4741.485352
	Iteration 48Q: 3 clusters Score -1268497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1268503.000000 Penalty: 4741.485352
	Iteration 49Q: 3 clusters Score -1268503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1268502.375000 Penalty: 4741.485352
	Iteration 50Q: 3 clusters Score -1268502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1268508.875000 Penalty: 4741.485352
	Iteration 51Q: 3 clusters Score -1268509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1268513.125000 Penalty: 4741.485352
	Iteration 52Q: 3 clusters Score -1268513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1268515.250000 Penalty: 4741.485352
	Iteration 53Q: 3 clusters Score -1268515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1268520.000000 Penalty: 4741.485352
	Iteration 54Q: 3 clusters Score -1268520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1268521.750000 Penalty: 4741.485352
	Iteration 55Q: 3 clusters Score -1268522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1268520.125000 Penalty: 4741.485352
	Iteration 56Q: 3 clusters Score -1268520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1268518.500000 Penalty: 4741.485352
	Iteration 57Q: 3 clusters Score -1268518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1268523.000000 Penalty: 4741.485352
	Iteration 58Q: 3 clusters Score -1268523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1268524.125000 Penalty: 4741.485352
	Iteration 59Q: 3 clusters Score -1268524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1268524.375000 Penalty: 4741.485352
	Iteration 60F: 3 clusters Score -1268524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1268527.000000 Penalty: 4741.485352
	Iteration 61Q: 3 clusters Score -1268527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1268523.625000 Penalty: 4741.485352
	Iteration 62Q: 3 clusters Score -1268524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1268526.000000 Penalty: 4741.485352
	Iteration 63Q: 3 clusters Score -1268526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1268525.625000 Penalty: 4741.485352
	Iteration 64Q: 3 clusters Score -1268526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1268527.000000 Penalty: 4741.485352
	Iteration 65Q: 3 clusters Score -1268527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1268526.500000 Penalty: 4741.485352
	Iteration 66Q: 3 clusters Score -1268526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1268526.625000 Penalty: 4741.485352
	Iteration 67Q: 3 clusters Score -1268527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1268528.625000 Penalty: 4741.485352
	Iteration 68Q: 3 clusters Score -1268529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1268530.625000 Penalty: 4741.485352
	Iteration 69Q: 3 clusters Score -1268531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1268531.750000 Penalty: 4741.485352
	Iteration 70Q: 3 clusters Score -1268532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1268531.000000 Penalty: 4741.485352
	Iteration 71Q: 3 clusters Score -1268531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1268531.000000 Penalty: 4741.485352
	Iteration 72F: 3 clusters Score -1268531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (200974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200974 members 
Entering Unmasked Estep 
Score: -17925072.000000 Penalty: 3028.310791
	Iteration 0F: 2 clusters Score -1.792507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -17790710.000000 Penalty: 6056.621582
	Iteration 0F: 3 clusters Score -1.779071e+07 nChanged 96569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -17847108.000000 Penalty: 6056.621582
	Iteration 1F: 3 clusters Score -1.784711e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -17848336.000000 Penalty: 6056.621582
	Iteration 2Q: 3 clusters Score -1.784834e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -17849796.000000 Penalty: 6056.621582
	Iteration 3Q: 3 clusters Score -1.78498e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -17852098.000000 Penalty: 6056.621582
	Iteration 4Q: 3 clusters Score -1.78521e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122504 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -17855728.000000 Penalty: 6056.621582
	Iteration 5Q: 3 clusters Score -1.785573e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -17862282.000000 Penalty: 6056.621582
	Iteration 6F: 3 clusters Score -1.786228e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -17872286.000000 Penalty: 6056.621582
	Iteration 7F: 3 clusters Score -1.787229e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -17886896.000000 Penalty: 6056.621582
	Iteration 8F: 3 clusters Score -1.78869e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -17901984.000000 Penalty: 6056.621582
	Iteration 9F: 3 clusters Score -1.790198e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -17913216.000000 Penalty: 6056.621582
	Iteration 10F: 3 clusters Score -1.791322e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -17918756.000000 Penalty: 6056.621582
	Iteration 11Q: 3 clusters Score -1.791876e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199046 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -17920880.000000 Penalty: 6056.621582
	Iteration 12Q: 3 clusters Score -1.792088e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199981 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17921660.000000 Penalty: 6056.621582
	Iteration 13Q: 3 clusters Score -1.792166e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200342 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -17922022.000000 Penalty: 6056.621582
	Iteration 14Q: 3 clusters Score -1.792202e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200470 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -17922158.000000 Penalty: 6056.621582
	Iteration 15Q: 3 clusters Score -1.792216e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200530 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17922260.000000 Penalty: 6056.621582
	Iteration 16Q: 3 clusters Score -1.792226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200557 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17922280.000000 Penalty: 6056.621582
	Iteration 17Q: 3 clusters Score -1.792228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17922314.000000 Penalty: 6056.621582
	Iteration 18Q: 3 clusters Score -1.792231e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200581 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17922340.000000 Penalty: 6056.621582
	Iteration 19Q: 3 clusters Score -1.792234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200594 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17922358.000000 Penalty: 6056.621582
	Iteration 20F: 3 clusters Score -1.792236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200609 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -17922380.000000 Penalty: 6056.621582
	Iteration 21Q: 3 clusters Score -1.792238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200619 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17922392.000000 Penalty: 6056.621582
	Iteration 22Q: 3 clusters Score -1.792239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -17922386.000000 Penalty: 6056.621582
	Iteration 23Q: 3 clusters Score -1.792239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -17922386.000000 Penalty: 6056.621582
	Iteration 24F: 3 clusters Score -1.792239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -318576.031250 Penalty: 2043.549927
	Iteration 0F: 2 clusters Score -318576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -314822.343750 Penalty: 4087.099854
	Iteration 0F: 3 clusters Score -314822.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -315653.812500 Penalty: 4087.099854
	Iteration 1F: 3 clusters Score -315653.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -315836.968750 Penalty: 4087.099854
	Iteration 2F: 3 clusters Score -315837 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -315962.562500 Penalty: 4087.099854
	Iteration 3F: 3 clusters Score -315962.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -316040.750000 Penalty: 4087.099854
	Iteration 4Q: 3 clusters Score -316040.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -316107.312500 Penalty: 4087.099854
	Iteration 5Q: 3 clusters Score -316107.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -316163.437500 Penalty: 4087.099854
	Iteration 6Q: 3 clusters Score -316163.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -316216.968750 Penalty: 4087.099854
	Iteration 7Q: 3 clusters Score -316217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -316260.656250 Penalty: 4087.099854
	Iteration 8Q: 3 clusters Score -316260.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -316298.843750 Penalty: 4087.099854
	Iteration 9Q: 3 clusters Score -316298.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -316348.656250 Penalty: 4087.099854
	Iteration 10Q: 3 clusters Score -316348.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -316400.437500 Penalty: 4087.099854
	Iteration 11Q: 3 clusters Score -316400.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -316454.375000 Penalty: 4087.099854
	Iteration 12Q: 3 clusters Score -316454.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -316509.375000 Penalty: 4087.099854
	Iteration 13Q: 3 clusters Score -316509.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -316569.593750 Penalty: 4087.099854
	Iteration 14Q: 3 clusters Score -316569.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -316629.875000 Penalty: 4087.099854
	Iteration 15Q: 3 clusters Score -316629.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -316684.312500 Penalty: 4087.099854
	Iteration 16Q: 3 clusters Score -316684.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -316746.656250 Penalty: 4087.099854
	Iteration 17Q: 3 clusters Score -316746.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -316808.687500 Penalty: 4087.099854
	Iteration 18Q: 3 clusters Score -316808.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -316870.906250 Penalty: 4087.099854
	Iteration 19Q: 3 clusters Score -316870.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -316921.062500 Penalty: 4087.099854
	Iteration 20F: 3 clusters Score -316921.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -316972.906250 Penalty: 4087.099854
	Iteration 21Q: 3 clusters Score -316972.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -317018.812500 Penalty: 4087.099854
	Iteration 22Q: 3 clusters Score -317018.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -317055.906250 Penalty: 4087.099854
	Iteration 23Q: 3 clusters Score -317055.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -317099.843750 Penalty: 4087.099854
	Iteration 24Q: 3 clusters Score -317099.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -317153.156250 Penalty: 4087.099854
	Iteration 25Q: 3 clusters Score -317153.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -317206.562500 Penalty: 4087.099854
	Iteration 26Q: 3 clusters Score -317206.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -317249.250000 Penalty: 4087.099854
	Iteration 27Q: 3 clusters Score -317249.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -317277.718750 Penalty: 4087.099854
	Iteration 28Q: 3 clusters Score -317277.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -317305.812500 Penalty: 4087.099854
	Iteration 29Q: 3 clusters Score -317305.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -317338.875000 Penalty: 4087.099854
	Iteration 30Q: 3 clusters Score -317338.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -317382.250000 Penalty: 4087.099854
	Iteration 31Q: 3 clusters Score -317382.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -317432.750000 Penalty: 4087.099854
	Iteration 32Q: 3 clusters Score -317432.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -317474.812500 Penalty: 4087.099854
	Iteration 33Q: 3 clusters Score -317474.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -317502.500000 Penalty: 4087.099854
	Iteration 34Q: 3 clusters Score -317502.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -317511.968750 Penalty: 4087.099854
	Iteration 35Q: 3 clusters Score -317512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -317520.843750 Penalty: 4087.099854
	Iteration 36Q: 3 clusters Score -317520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -317535.156250 Penalty: 4087.099854
	Iteration 37Q: 3 clusters Score -317535.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -317553.250000 Penalty: 4087.099854
	Iteration 38Q: 3 clusters Score -317553.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -317568.906250 Penalty: 4087.099854
	Iteration 39Q: 3 clusters Score -317568.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -317603.312500 Penalty: 4087.099854
	Iteration 40F: 3 clusters Score -317603.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -317646.343750 Penalty: 4087.099854
	Iteration 41Q: 3 clusters Score -317646.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -317713.062500 Penalty: 4087.099854
	Iteration 42Q: 3 clusters Score -317713.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -317766.937500 Penalty: 4087.099854
	Iteration 43Q: 3 clusters Score -317766.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -317805.468750 Penalty: 4087.099854
	Iteration 44Q: 3 clusters Score -317805.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -317823.531250 Penalty: 4087.099854
	Iteration 45Q: 3 clusters Score -317823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -317836.156250 Penalty: 4087.099854
	Iteration 46Q: 3 clusters Score -317836.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -317842.750000 Penalty: 4087.099854
	Iteration 47Q: 3 clusters Score -317842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -317850.468750 Penalty: 4087.099854
	Iteration 48Q: 3 clusters Score -317850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -317855.187500 Penalty: 4087.099854
	Iteration 49Q: 3 clusters Score -317855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -317857.875000 Penalty: 4087.099854
	Iteration 50Q: 3 clusters Score -317857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -317857.750000 Penalty: 4087.099854
	Iteration 51Q: 3 clusters Score -317857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -317859.218750 Penalty: 4087.099854
	Iteration 52Q: 3 clusters Score -317859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -317859.968750 Penalty: 4087.099854
	Iteration 53Q: 3 clusters Score -317860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -317860.312500 Penalty: 4087.099854
	Iteration 54Q: 3 clusters Score -317860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -317860.593750 Penalty: 4087.099854
	Iteration 55Q: 3 clusters Score -317860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -317860.593750 Penalty: 4087.099854
	Iteration 56F: 3 clusters Score -317860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Entering Unmasked Estep 
Score: -2201031.250000 Penalty: 2505.135986
	Iteration 0F: 2 clusters Score -2201031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2184158.000000 Penalty: 5010.271973
	Iteration 0F: 3 clusters Score -2184158 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2189881.500000 Penalty: 5010.271973
	Iteration 1F: 3 clusters Score -2189882 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2190295.500000 Penalty: 5010.271973
	Iteration 2Q: 3 clusters Score -2190296 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2190708.000000 Penalty: 5010.271973
	Iteration 3Q: 3 clusters Score -2190708 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2191147.250000 Penalty: 5010.271973
	Iteration 4Q: 3 clusters Score -2191147 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2191656.500000 Penalty: 5010.271973
	Iteration 5Q: 3 clusters Score -2191656 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2192257.750000 Penalty: 5010.271973
	Iteration 6Q: 3 clusters Score -2192258 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2192935.000000 Penalty: 5010.271973
	Iteration 7F: 3 clusters Score -2192935 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2193691.250000 Penalty: 5010.271973
	Iteration 8F: 3 clusters Score -2193691 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2194538.250000 Penalty: 5010.271973
	Iteration 9F: 3 clusters Score -2194538 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2195492.250000 Penalty: 5010.271973
	Iteration 10F: 3 clusters Score -2195492 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2196483.250000 Penalty: 5010.271973
	Iteration 11F: 3 clusters Score -2196483 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2197296.500000 Penalty: 5010.271973
	Iteration 12Q: 3 clusters Score -2197296 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2197935.500000 Penalty: 5010.271973
	Iteration 13Q: 3 clusters Score -2197936 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2198409.500000 Penalty: 5010.271973
	Iteration 14Q: 3 clusters Score -2198410 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2198773.000000 Penalty: 5010.271973
	Iteration 15Q: 3 clusters Score -2198773 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2199028.250000 Penalty: 5010.271973
	Iteration 16Q: 3 clusters Score -2199028 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2199151.250000 Penalty: 5010.271973
	Iteration 17Q: 3 clusters Score -2199151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2199206.250000 Penalty: 5010.271973
	Iteration 18Q: 3 clusters Score -2199206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2199252.250000 Penalty: 5010.271973
	Iteration 19Q: 3 clusters Score -2199252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2199286.500000 Penalty: 5010.271973
	Iteration 20F: 3 clusters Score -2199286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2199296.250000 Penalty: 5010.271973
	Iteration 21Q: 3 clusters Score -2199296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2199325.500000 Penalty: 5010.271973
	Iteration 22Q: 3 clusters Score -2199326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2199342.750000 Penalty: 5010.271973
	Iteration 23Q: 3 clusters Score -2199343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2199355.000000 Penalty: 5010.271973
	Iteration 24Q: 3 clusters Score -2199355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2199363.750000 Penalty: 5010.271973
	Iteration 25Q: 3 clusters Score -2199364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2199379.250000 Penalty: 5010.271973
	Iteration 26Q: 3 clusters Score -2199379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2199406.250000 Penalty: 5010.271973
	Iteration 27Q: 3 clusters Score -2199406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2199434.000000 Penalty: 5010.271973
	Iteration 28Q: 3 clusters Score -2199434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2199466.250000 Penalty: 5010.271973
	Iteration 29Q: 3 clusters Score -2199466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2199498.250000 Penalty: 5010.271973
	Iteration 30Q: 3 clusters Score -2199498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2199520.750000 Penalty: 5010.271973
	Iteration 31Q: 3 clusters Score -2199521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2199544.500000 Penalty: 5010.271973
	Iteration 32Q: 3 clusters Score -2199544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2199552.750000 Penalty: 5010.271973
	Iteration 33Q: 3 clusters Score -2199553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2199553.000000 Penalty: 5010.271973
	Iteration 34Q: 3 clusters Score -2199553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2199549.250000 Penalty: 5010.271973
	Iteration 35Q: 3 clusters Score -2199549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2199552.250000 Penalty: 5010.271973
	Iteration 36Q: 3 clusters Score -2199552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2199552.500000 Penalty: 5010.271973
	Iteration 37Q: 3 clusters Score -2199552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2199552.500000 Penalty: 5010.271973
	Iteration 38F: 3 clusters Score -2199552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -288437.250000 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -288437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -284498.343750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -284498.3 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -285457.687500 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -285457.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -285745.343750 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -285745.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -285966.718750 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -285966.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -286176.593750 Penalty: 4120.132324
	Iteration 4F: 3 clusters Score -286176.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -286345.000000 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -286345 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -286471.031250 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -286471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -286558.343750 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -286558.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -286634.281250 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -286634.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -286693.187500 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -286693.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -286744.093750 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -286744.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -286785.500000 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -286785.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -286824.468750 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -286824.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -286858.625000 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -286858.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -286891.375000 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -286891.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -286918.218750 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -286918.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -286943.656250 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -286943.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -286981.312500 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -286981.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -287010.093750 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -287010.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -287031.250000 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -287031.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -287050.937500 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -287050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -287070.718750 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -287070.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -287090.968750 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -287091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -287112.437500 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -287112.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -287136.656250 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -287136.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -287156.437500 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -287156.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -287172.187500 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -287172.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -287189.218750 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -287189.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -287202.218750 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -287202.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -287210.875000 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -287210.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -287220.000000 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -287220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -287226.156250 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -287226.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -287231.750000 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -287231.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -287236.906250 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -287236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -287244.968750 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -287245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -287251.625000 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -287251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -287255.531250 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -287255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -287261.406250 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -287261.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -287269.218750 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -287269.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -287278.968750 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -287279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -287288.500000 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -287288.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -287295.843750 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -287295.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -287303.093750 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -287303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -287308.718750 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -287308.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -287315.250000 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -287315.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -287322.687500 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -287322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -287328.812500 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -287328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -287333.781250 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -287333.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -287338.250000 Penalty: 4120.132324
	Iteration 48Q: 3 clusters Score -287338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -287346.312500 Penalty: 4120.132324
	Iteration 49Q: 3 clusters Score -287346.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -287356.906250 Penalty: 4120.132324
	Iteration 50Q: 3 clusters Score -287356.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -287365.281250 Penalty: 4120.132324
	Iteration 51Q: 3 clusters Score -287365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -287375.218750 Penalty: 4120.132324
	Iteration 52Q: 3 clusters Score -287375.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -287388.531250 Penalty: 4120.132324
	Iteration 53Q: 3 clusters Score -287388.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -287399.375000 Penalty: 4120.132324
	Iteration 54Q: 3 clusters Score -287399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -287405.750000 Penalty: 4120.132324
	Iteration 55Q: 3 clusters Score -287405.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -287411.031250 Penalty: 4120.132324
	Iteration 56Q: 3 clusters Score -287411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -287411.343750 Penalty: 4120.132324
	Iteration 57Q: 3 clusters Score -287411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -287413.500000 Penalty: 4120.132324
	Iteration 58Q: 3 clusters Score -287413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -287415.468750 Penalty: 4120.132324
	Iteration 59Q: 3 clusters Score -287415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -287418.812500 Penalty: 4120.132324
	Iteration 60F: 3 clusters Score -287418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -287420.781250 Penalty: 4120.132324
	Iteration 61Q: 3 clusters Score -287420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -287423.843750 Penalty: 4120.132324
	Iteration 62Q: 3 clusters Score -287423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -287429.625000 Penalty: 4120.132324
	Iteration 63Q: 3 clusters Score -287429.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -287446.062500 Penalty: 4120.132324
	Iteration 64Q: 3 clusters Score -287446.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -287454.187500 Penalty: 4120.132324
	Iteration 65Q: 3 clusters Score -287454.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -287463.218750 Penalty: 4120.132324
	Iteration 66Q: 3 clusters Score -287463.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -287470.281250 Penalty: 4120.132324
	Iteration 67Q: 3 clusters Score -287470.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287477.500000 Penalty: 4120.132324
	Iteration 68Q: 3 clusters Score -287477.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287483.937500 Penalty: 4120.132324
	Iteration 69Q: 3 clusters Score -287483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287487.312500 Penalty: 4120.132324
	Iteration 70Q: 3 clusters Score -287487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287489.625000 Penalty: 4120.132324
	Iteration 71Q: 3 clusters Score -287489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -287490.156250 Penalty: 4120.132324
	Iteration 72Q: 3 clusters Score -287490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287492.218750 Penalty: 4120.132324
	Iteration 73Q: 3 clusters Score -287492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -287493.875000 Penalty: 4120.132324
	Iteration 74Q: 3 clusters Score -287493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287495.656250 Penalty: 4120.132324
	Iteration 75Q: 3 clusters Score -287495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -287495.875000 Penalty: 4120.132324
	Iteration 76Q: 3 clusters Score -287495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287497.062500 Penalty: 4120.132324
	Iteration 77Q: 3 clusters Score -287497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287497.281250 Penalty: 4120.132324
	Iteration 78Q: 3 clusters Score -287497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -287498.343750 Penalty: 4120.132324
	Iteration 79Q: 3 clusters Score -287498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -287499.750000 Penalty: 4120.132324
	Iteration 80F: 3 clusters Score -287499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -287500.156250 Penalty: 4120.132324
	Iteration 81Q: 3 clusters Score -287500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -287501.968750 Penalty: 4120.132324
	Iteration 82Q: 3 clusters Score -287502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -287503.312500 Penalty: 4120.132324
	Iteration 83Q: 3 clusters Score -287503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287505.531250 Penalty: 4120.132324
	Iteration 84Q: 3 clusters Score -287505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287506.562500 Penalty: 4120.132324
	Iteration 85Q: 3 clusters Score -287506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287506.312500 Penalty: 4120.132324
	Iteration 86Q: 3 clusters Score -287506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287507.343750 Penalty: 4120.132324
	Iteration 87Q: 3 clusters Score -287507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -287507.656250 Penalty: 4120.132324
	Iteration 88Q: 3 clusters Score -287507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -287507.656250 Penalty: 4120.132324
	Iteration 89F: 3 clusters Score -287507.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -180649.625000 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -180649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -177877.093750 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -177877.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -178421.046875 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -178421 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178621.843750 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -178621.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -178791.437500 Penalty: 3820.691895
	Iteration 3F: 3 clusters Score -178791.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -178870.156250 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -178870.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -178941.390625 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -178941.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178995.718750 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -178995.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -179058.484375 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -179058.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -179102.125000 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -179102.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -179144.671875 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -179144.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -179205.093750 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -179205.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -179265.859375 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -179265.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -179331.156250 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -179331.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179393.828125 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -179393.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179436.390625 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -179436.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179478.609375 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -179478.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179529.937500 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -179529.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -179617.125000 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -179617.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -179719.421875 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -179719.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179796.562500 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -179796.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179859.234375 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -179859.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179931.171875 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -179931.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -179987.687500 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -179987.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180031.937500 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -180031.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180062.718750 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -180062.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -180088.046875 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -180088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -180106.718750 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -180106.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -180122.375000 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -180122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180131.093750 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -180131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180140.875000 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -180140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180147.875000 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -180147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -180151.203125 Penalty: 3820.691895
	Iteration 31Q: 3 clusters Score -180151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -180152.250000 Penalty: 3820.691895
	Iteration 32Q: 3 clusters Score -180152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180153.453125 Penalty: 3820.691895
	Iteration 33Q: 3 clusters Score -180153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180154.875000 Penalty: 3820.691895
	Iteration 34Q: 3 clusters Score -180154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -180155.843750 Penalty: 3820.691895
	Iteration 35Q: 3 clusters Score -180155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -180156.234375 Penalty: 3820.691895
	Iteration 36Q: 3 clusters Score -180156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -180157.578125 Penalty: 3820.691895
	Iteration 37Q: 3 clusters Score -180157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -180158.078125 Penalty: 3820.691895
	Iteration 38Q: 3 clusters Score -180158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180159.968750 Penalty: 3820.691895
	Iteration 39Q: 3 clusters Score -180160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -180161.953125 Penalty: 3820.691895
	Iteration 40F: 3 clusters Score -180162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -180162.843750 Penalty: 3820.691895
	Iteration 41Q: 3 clusters Score -180162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -180162.843750 Penalty: 3820.691895
	Iteration 42F: 3 clusters Score -180162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -1663209.000000 Penalty: 2465.206787
	Iteration 0F: 2 clusters Score -1663209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1648637.000000 Penalty: 4930.413574
	Iteration 0F: 3 clusters Score -1648637 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1653811.750000 Penalty: 4930.413574
	Iteration 1F: 3 clusters Score -1653812 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1654256.625000 Penalty: 4930.413574
	Iteration 2F: 3 clusters Score -1654257 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1654620.625000 Penalty: 4930.413574
	Iteration 3Q: 3 clusters Score -1654621 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1654937.750000 Penalty: 4930.413574
	Iteration 4Q: 3 clusters Score -1654938 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1655230.875000 Penalty: 4930.413574
	Iteration 5Q: 3 clusters Score -1655231 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1655507.375000 Penalty: 4930.413574
	Iteration 6Q: 3 clusters Score -1655507 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1655773.750000 Penalty: 4930.413574
	Iteration 7Q: 3 clusters Score -1655774 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1656072.375000 Penalty: 4930.413574
	Iteration 8Q: 3 clusters Score -1656072 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1656394.625000 Penalty: 4930.413574
	Iteration 9Q: 3 clusters Score -1656395 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1656750.500000 Penalty: 4930.413574
	Iteration 10Q: 3 clusters Score -1656750 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1657130.500000 Penalty: 4930.413574
	Iteration 11Q: 3 clusters Score -1657130 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1657505.000000 Penalty: 4930.413574
	Iteration 12Q: 3 clusters Score -1657505 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1657781.500000 Penalty: 4930.413574
	Iteration 13Q: 3 clusters Score -1657782 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1657964.875000 Penalty: 4930.413574
	Iteration 14Q: 3 clusters Score -1657965 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1658080.750000 Penalty: 4930.413574
	Iteration 15Q: 3 clusters Score -1658081 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1658159.500000 Penalty: 4930.413574
	Iteration 16Q: 3 clusters Score -1658160 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1658227.375000 Penalty: 4930.413574
	Iteration 17Q: 3 clusters Score -1658227 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1658276.125000 Penalty: 4930.413574
	Iteration 18Q: 3 clusters Score -1658276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1658324.875000 Penalty: 4930.413574
	Iteration 19Q: 3 clusters Score -1658325 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1658354.375000 Penalty: 4930.413574
	Iteration 20F: 3 clusters Score -1658354 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1658391.000000 Penalty: 4930.413574
	Iteration 21Q: 3 clusters Score -1658391 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1658429.750000 Penalty: 4930.413574
	Iteration 22Q: 3 clusters Score -1658430 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1658460.875000 Penalty: 4930.413574
	Iteration 23Q: 3 clusters Score -1658461 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1658491.125000 Penalty: 4930.413574
	Iteration 24Q: 3 clusters Score -1658491 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1658509.375000 Penalty: 4930.413574
	Iteration 25Q: 3 clusters Score -1658509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1658548.500000 Penalty: 4930.413574
	Iteration 26Q: 3 clusters Score -1658548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1658578.250000 Penalty: 4930.413574
	Iteration 27Q: 3 clusters Score -1658578 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1658607.750000 Penalty: 4930.413574
	Iteration 28Q: 3 clusters Score -1658608 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1658638.375000 Penalty: 4930.413574
	Iteration 29Q: 3 clusters Score -1658638 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1658668.500000 Penalty: 4930.413574
	Iteration 30Q: 3 clusters Score -1658668 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1658703.500000 Penalty: 4930.413574
	Iteration 31Q: 3 clusters Score -1658704 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1658724.375000 Penalty: 4930.413574
	Iteration 32Q: 3 clusters Score -1658724 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1658753.875000 Penalty: 4930.413574
	Iteration 33Q: 3 clusters Score -1658754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1658771.625000 Penalty: 4930.413574
	Iteration 34Q: 3 clusters Score -1658772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1658783.625000 Penalty: 4930.413574
	Iteration 35Q: 3 clusters Score -1658784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1658801.625000 Penalty: 4930.413574
	Iteration 36Q: 3 clusters Score -1658802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1658817.875000 Penalty: 4930.413574
	Iteration 37Q: 3 clusters Score -1658818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1658829.500000 Penalty: 4930.413574
	Iteration 38Q: 3 clusters Score -1658830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1658845.875000 Penalty: 4930.413574
	Iteration 39Q: 3 clusters Score -1658846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1658853.375000 Penalty: 4930.413574
	Iteration 40F: 3 clusters Score -1658853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1658872.000000 Penalty: 4930.413574
	Iteration 41Q: 3 clusters Score -1658872 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1658891.625000 Penalty: 4930.413574
	Iteration 42Q: 3 clusters Score -1658892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1658909.500000 Penalty: 4930.413574
	Iteration 43Q: 3 clusters Score -1658910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1658915.500000 Penalty: 4930.413574
	Iteration 44Q: 3 clusters Score -1658916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1658931.125000 Penalty: 4930.413574
	Iteration 45Q: 3 clusters Score -1658931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1658943.125000 Penalty: 4930.413574
	Iteration 46Q: 3 clusters Score -1658943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1658955.250000 Penalty: 4930.413574
	Iteration 47Q: 3 clusters Score -1658955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1658970.500000 Penalty: 4930.413574
	Iteration 48Q: 3 clusters Score -1658970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1658984.000000 Penalty: 4930.413574
	Iteration 49Q: 3 clusters Score -1658984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1658994.000000 Penalty: 4930.413574
	Iteration 50Q: 3 clusters Score -1658994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1659005.875000 Penalty: 4930.413574
	Iteration 51Q: 3 clusters Score -1659006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1659019.125000 Penalty: 4930.413574
	Iteration 52Q: 3 clusters Score -1659019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1659025.125000 Penalty: 4930.413574
	Iteration 53Q: 3 clusters Score -1659025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1659036.500000 Penalty: 4930.413574
	Iteration 54Q: 3 clusters Score -1659036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1659049.875000 Penalty: 4930.413574
	Iteration 55Q: 3 clusters Score -1659050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1659062.125000 Penalty: 4930.413574
	Iteration 56Q: 3 clusters Score -1659062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1659079.750000 Penalty: 4930.413574
	Iteration 57Q: 3 clusters Score -1659080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1659094.500000 Penalty: 4930.413574
	Iteration 58Q: 3 clusters Score -1659094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1659103.500000 Penalty: 4930.413574
	Iteration 59Q: 3 clusters Score -1659104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1659127.875000 Penalty: 4930.413574
	Iteration 60F: 3 clusters Score -1659128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1659140.875000 Penalty: 4930.413574
	Iteration 61Q: 3 clusters Score -1659141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1659153.750000 Penalty: 4930.413574
	Iteration 62Q: 3 clusters Score -1659154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1659164.125000 Penalty: 4930.413574
	Iteration 63Q: 3 clusters Score -1659164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1659183.500000 Penalty: 4930.413574
	Iteration 64Q: 3 clusters Score -1659184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1659187.125000 Penalty: 4930.413574
	Iteration 65Q: 3 clusters Score -1659187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1659192.125000 Penalty: 4930.413574
	Iteration 66Q: 3 clusters Score -1659192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1659197.000000 Penalty: 4930.413574
	Iteration 67Q: 3 clusters Score -1659197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1659208.375000 Penalty: 4930.413574
	Iteration 68Q: 3 clusters Score -1659208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1659218.375000 Penalty: 4930.413574
	Iteration 69Q: 3 clusters Score -1659218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1659229.000000 Penalty: 4930.413574
	Iteration 70Q: 3 clusters Score -1659229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1659236.750000 Penalty: 4930.413574
	Iteration 71Q: 3 clusters Score -1659237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1659245.875000 Penalty: 4930.413574
	Iteration 72Q: 3 clusters Score -1659246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1659253.875000 Penalty: 4930.413574
	Iteration 73Q: 3 clusters Score -1659254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1659256.125000 Penalty: 4930.413574
	Iteration 74Q: 3 clusters Score -1659256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1659262.625000 Penalty: 4930.413574
	Iteration 75Q: 3 clusters Score -1659263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1659265.875000 Penalty: 4930.413574
	Iteration 76Q: 3 clusters Score -1659266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1659267.500000 Penalty: 4930.413574
	Iteration 77Q: 3 clusters Score -1659268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1659265.625000 Penalty: 4930.413574
	Iteration 78Q: 3 clusters Score -1659266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1659268.750000 Penalty: 4930.413574
	Iteration 79Q: 3 clusters Score -1659269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1659267.875000 Penalty: 4930.413574
	Iteration 80F: 3 clusters Score -1659268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1659280.875000 Penalty: 4930.413574
	Iteration 81Q: 3 clusters Score -1659281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1659277.500000 Penalty: 4930.413574
	Iteration 82Q: 3 clusters Score -1659278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1659286.625000 Penalty: 4930.413574
	Iteration 83Q: 3 clusters Score -1659287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1659295.875000 Penalty: 4930.413574
	Iteration 84Q: 3 clusters Score -1659296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1659297.375000 Penalty: 4930.413574
	Iteration 85Q: 3 clusters Score -1659297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1659297.375000 Penalty: 4930.413574
	Iteration 86Q: 3 clusters Score -1659297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1659298.375000 Penalty: 4930.413574
	Iteration 87Q: 3 clusters Score -1659298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1659302.625000 Penalty: 4930.413574
	Iteration 88Q: 3 clusters Score -1659303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1659302.250000 Penalty: 4930.413574
	Iteration 89Q: 3 clusters Score -1659302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1659311.375000 Penalty: 4930.413574
	Iteration 90Q: 3 clusters Score -1659311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1659311.500000 Penalty: 4930.413574
	Iteration 91Q: 3 clusters Score -1659312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1659309.625000 Penalty: 4930.413574
	Iteration 92Q: 3 clusters Score -1659310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1659316.250000 Penalty: 4930.413574
	Iteration 93Q: 3 clusters Score -1659316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1659319.125000 Penalty: 4930.413574
	Iteration 94Q: 3 clusters Score -1659319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1659323.500000 Penalty: 4930.413574
	Iteration 95Q: 3 clusters Score -1659324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1659322.625000 Penalty: 4930.413574
	Iteration 96Q: 3 clusters Score -1659323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1659327.125000 Penalty: 4930.413574
	Iteration 97Q: 3 clusters Score -1659327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1659327.750000 Penalty: 4930.413574
	Iteration 98Q: 3 clusters Score -1659328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1659327.250000 Penalty: 4930.413574
	Iteration 99Q: 3 clusters Score -1659327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1659329.875000 Penalty: 4930.413574
	Iteration 100F: 3 clusters Score -1659330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1659334.625000 Penalty: 4930.413574
	Iteration 101Q: 3 clusters Score -1659335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1659331.125000 Penalty: 4930.413574
	Iteration 102Q: 3 clusters Score -1659331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1659339.500000 Penalty: 4930.413574
	Iteration 103Q: 3 clusters Score -1659340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1659344.500000 Penalty: 4930.413574
	Iteration 104Q: 3 clusters Score -1659344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1659342.375000 Penalty: 4930.413574
	Iteration 105Q: 3 clusters Score -1659342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1659339.375000 Penalty: 4930.413574
	Iteration 106Q: 3 clusters Score -1659339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1659342.375000 Penalty: 4930.413574
	Iteration 107Q: 3 clusters Score -1659342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1659346.875000 Penalty: 4930.413574
	Iteration 108Q: 3 clusters Score -1659347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1659346.250000 Penalty: 4930.413574
	Iteration 109Q: 3 clusters Score -1659346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1659346.000000 Penalty: 4930.413574
	Iteration 110Q: 3 clusters Score -1659346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1659349.625000 Penalty: 4930.413574
	Iteration 111Q: 3 clusters Score -1659350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1659354.375000 Penalty: 4930.413574
	Iteration 112Q: 3 clusters Score -1659354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1659351.250000 Penalty: 4930.413574
	Iteration 113Q: 3 clusters Score -1659351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1659351.750000 Penalty: 4930.413574
	Iteration 114Q: 3 clusters Score -1659352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1659358.500000 Penalty: 4930.413574
	Iteration 115Q: 3 clusters Score -1659358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1659360.500000 Penalty: 4930.413574
	Iteration 116Q: 3 clusters Score -1659360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1659362.750000 Penalty: 4930.413574
	Iteration 117Q: 3 clusters Score -1659363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1659363.125000 Penalty: 4930.413574
	Iteration 118Q: 3 clusters Score -1659363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1659365.375000 Penalty: 4930.413574
	Iteration 119Q: 3 clusters Score -1659365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1659364.625000 Penalty: 4930.413574
	Iteration 120F: 3 clusters Score -1659365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1659364.500000 Penalty: 4930.413574
	Iteration 121Q: 3 clusters Score -1659364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1659365.750000 Penalty: 4930.413574
	Iteration 122Q: 3 clusters Score -1659366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1659368.875000 Penalty: 4930.413574
	Iteration 123Q: 3 clusters Score -1659369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1659370.750000 Penalty: 4930.413574
	Iteration 124Q: 3 clusters Score -1659371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1659368.625000 Penalty: 4930.413574
	Iteration 125Q: 3 clusters Score -1659369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1659362.875000 Penalty: 4930.413574
	Iteration 126Q: 3 clusters Score -1659363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1659364.875000 Penalty: 4930.413574
	Iteration 127Q: 3 clusters Score -1659365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1659364.375000 Penalty: 4930.413574
	Iteration 128Q: 3 clusters Score -1659364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1659367.875000 Penalty: 4930.413574
	Iteration 129Q: 3 clusters Score -1659368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1659367.625000 Penalty: 4930.413574
	Iteration 130Q: 3 clusters Score -1659368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1659368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1659367.875000 Penalty: 4930.413574
	Iteration 132F: 3 clusters Score -1659368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1017475.187500 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -1017475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1008936.812500 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -1008937 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1011523.062500 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -1011523 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1011866 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1012123 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1012360.687500 Penalty: 4628.202148
	Iteration 4Q: 3 clusters Score -1012361 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1012578.250000 Penalty: 4628.202148
	Iteration 5Q: 3 clusters Score -1012578 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1012799.125000 Penalty: 4628.202148
	Iteration 6Q: 3 clusters Score -1012799 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1013046.937500 Penalty: 4628.202148
	Iteration 7Q: 3 clusters Score -1013047 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1013318.500000 Penalty: 4628.202148
	Iteration 8Q: 3 clusters Score -1013318 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1013627.750000 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -1013628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1013952.312500 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -1013952 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1014289.375000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -1014289 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1014549.062500 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -1014549 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1014785.562500 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -1014786 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1014960.687500 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -1014961 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1015084.875000 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -1015085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1015194.687500 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -1015195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1015257.625000 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -1015258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1015302.937500 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -1015303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1015338.937500 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -1015339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1015357.000000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -1015357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1015365.062500 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -1015365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1015373.312500 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -1015373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1015381.687500 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -1015382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1015386.500000 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -1015386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1015390.562500 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -1015391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1015398.250000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -1015398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1015407.187500 Penalty: 4628.202148
	Iteration 27Q: 3 clusters Score -1015407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1015417.875000 Penalty: 4628.202148
	Iteration 28Q: 3 clusters Score -1015418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1015420.687500 Penalty: 4628.202148
	Iteration 29Q: 3 clusters Score -1015421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1015423.187500 Penalty: 4628.202148
	Iteration 30Q: 3 clusters Score -1015423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1015427.312500 Penalty: 4628.202148
	Iteration 31Q: 3 clusters Score -1015427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1015435.062500 Penalty: 4628.202148
	Iteration 32Q: 3 clusters Score -1015435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1015437.937500 Penalty: 4628.202148
	Iteration 33Q: 3 clusters Score -1015438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1015439.625000 Penalty: 4628.202148
	Iteration 34Q: 3 clusters Score -1015440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1015439.625000 Penalty: 4628.202148
	Iteration 35F: 3 clusters Score -1015440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Entering Unmasked Estep 
Score: -983166.750000 Penalty: 2322.060547
	Iteration 0F: 2 clusters Score -983166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -974472.187500 Penalty: 4644.121094
	Iteration 0F: 3 clusters Score -974472.2 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -977213.062500 Penalty: 4644.121094
	Iteration 1F: 3 clusters Score -977213.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -977698.750000 Penalty: 4644.121094
	Iteration 2F: 3 clusters Score -977698.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -978216.687500 Penalty: 4644.121094
	Iteration 3F: 3 clusters Score -978216.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -978836.437500 Penalty: 4644.121094
	Iteration 4F: 3 clusters Score -978836.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -979462.437500 Penalty: 4644.121094
	Iteration 5F: 3 clusters Score -979462.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -979938.062500 Penalty: 4644.121094
	Iteration 6F: 3 clusters Score -979938.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -980279.312500 Penalty: 4644.121094
	Iteration 7Q: 3 clusters Score -980279.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -980549.312500 Penalty: 4644.121094
	Iteration 8Q: 3 clusters Score -980549.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -980738.812500 Penalty: 4644.121094
	Iteration 9Q: 3 clusters Score -980738.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -980863.125000 Penalty: 4644.121094
	Iteration 10Q: 3 clusters Score -980863.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -980981.500000 Penalty: 4644.121094
	Iteration 11Q: 3 clusters Score -980981.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -981109.062500 Penalty: 4644.121094
	Iteration 12Q: 3 clusters Score -981109.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -981249.250000 Penalty: 4644.121094
	Iteration 13Q: 3 clusters Score -981249.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -981404.750000 Penalty: 4644.121094
	Iteration 14Q: 3 clusters Score -981404.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -981581.125000 Penalty: 4644.121094
	Iteration 15Q: 3 clusters Score -981581.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -981767.500000 Penalty: 4644.121094
	Iteration 16Q: 3 clusters Score -981767.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -981957.375000 Penalty: 4644.121094
	Iteration 17Q: 3 clusters Score -981957.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -982111.500000 Penalty: 4644.121094
	Iteration 18Q: 3 clusters Score -982111.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -982224.062500 Penalty: 4644.121094
	Iteration 19Q: 3 clusters Score -982224.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -982310.500000 Penalty: 4644.121094
	Iteration 20F: 3 clusters Score -982310.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -982386.937500 Penalty: 4644.121094
	Iteration 21Q: 3 clusters Score -982386.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -982443.062500 Penalty: 4644.121094
	Iteration 22Q: 3 clusters Score -982443.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -982489.750000 Penalty: 4644.121094
	Iteration 23Q: 3 clusters Score -982489.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -982516.750000 Penalty: 4644.121094
	Iteration 24Q: 3 clusters Score -982516.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -982533.875000 Penalty: 4644.121094
	Iteration 25Q: 3 clusters Score -982533.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -982543.875000 Penalty: 4644.121094
	Iteration 26Q: 3 clusters Score -982543.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -982556.000000 Penalty: 4644.121094
	Iteration 27Q: 3 clusters Score -982556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -982566.437500 Penalty: 4644.121094
	Iteration 28Q: 3 clusters Score -982566.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -982578.437500 Penalty: 4644.121094
	Iteration 29Q: 3 clusters Score -982578.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -982591.500000 Penalty: 4644.121094
	Iteration 30Q: 3 clusters Score -982591.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -982605.812500 Penalty: 4644.121094
	Iteration 31Q: 3 clusters Score -982605.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -982618.187500 Penalty: 4644.121094
	Iteration 32Q: 3 clusters Score -982618.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -982623.312500 Penalty: 4644.121094
	Iteration 33Q: 3 clusters Score -982623.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -982627.875000 Penalty: 4644.121094
	Iteration 34Q: 3 clusters Score -982627.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -982630.437500 Penalty: 4644.121094
	Iteration 35Q: 3 clusters Score -982630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -982637.250000 Penalty: 4644.121094
	Iteration 36Q: 3 clusters Score -982637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -982634.562500 Penalty: 4644.121094
	Iteration 37Q: 3 clusters Score -982634.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -982639.500000 Penalty: 4644.121094
	Iteration 38Q: 3 clusters Score -982639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -982637.125000 Penalty: 4644.121094
	Iteration 39Q: 3 clusters Score -982637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -982639.000000 Penalty: 4644.121094
	Iteration 40F: 3 clusters Score -982639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -982640.250000 Penalty: 4644.121094
	Iteration 41Q: 3 clusters Score -982640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -982639.250000 Penalty: 4644.121094
	Iteration 42Q: 3 clusters Score -982639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -982640.375000 Penalty: 4644.121094
	Iteration 43Q: 3 clusters Score -982640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -982640.750000 Penalty: 4644.121094
	Iteration 44Q: 3 clusters Score -982640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -982640.750000 Penalty: 4644.121094
	Iteration 45F: 3 clusters Score -982640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Entering Unmasked Estep 
Score: -1453840.125000 Penalty: 2416.168457
	Iteration 0F: 2 clusters Score -1453840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1441721.000000 Penalty: 4832.336914
	Iteration 0F: 3 clusters Score -1441721 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1445889.625000 Penalty: 4832.336914
	Iteration 1F: 3 clusters Score -1445890 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1446511.875000 Penalty: 4832.336914
	Iteration 2F: 3 clusters Score -1446512 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1447145.250000 Penalty: 4832.336914
	Iteration 3F: 3 clusters Score -1447145 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1447764.125000 Penalty: 4832.336914
	Iteration 4F: 3 clusters Score -1447764 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1448300.625000 Penalty: 4832.336914
	Iteration 5F: 3 clusters Score -1448301 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1448763.500000 Penalty: 4832.336914
	Iteration 6F: 3 clusters Score -1448764 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1449115.875000 Penalty: 4832.336914
	Iteration 7Q: 3 clusters Score -1449116 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1449398.750000 Penalty: 4832.336914
	Iteration 8Q: 3 clusters Score -1449399 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1449609.250000 Penalty: 4832.336914
	Iteration 9Q: 3 clusters Score -1449609 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1449788.000000 Penalty: 4832.336914
	Iteration 10Q: 3 clusters Score -1449788 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1449924.000000 Penalty: 4832.336914
	Iteration 11Q: 3 clusters Score -1449924 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1450027.500000 Penalty: 4832.336914
	Iteration 12Q: 3 clusters Score -1450028 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1450127.500000 Penalty: 4832.336914
	Iteration 13Q: 3 clusters Score -1450128 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1450248.500000 Penalty: 4832.336914
	Iteration 14Q: 3 clusters Score -1450248 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1450373.500000 Penalty: 4832.336914
	Iteration 15Q: 3 clusters Score -1450374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1450514.500000 Penalty: 4832.336914
	Iteration 16Q: 3 clusters Score -1450514 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1450675.625000 Penalty: 4832.336914
	Iteration 17Q: 3 clusters Score -1450676 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1450828.750000 Penalty: 4832.336914
	Iteration 18Q: 3 clusters Score -1450829 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1450994.125000 Penalty: 4832.336914
	Iteration 19Q: 3 clusters Score -1450994 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1451167.250000 Penalty: 4832.336914
	Iteration 20F: 3 clusters Score -1451167 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1451311.875000 Penalty: 4832.336914
	Iteration 21Q: 3 clusters Score -1451312 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1451429.875000 Penalty: 4832.336914
	Iteration 22Q: 3 clusters Score -1451430 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1451525.750000 Penalty: 4832.336914
	Iteration 23Q: 3 clusters Score -1451526 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1451612.125000 Penalty: 4832.336914
	Iteration 24Q: 3 clusters Score -1451612 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1451689.625000 Penalty: 4832.336914
	Iteration 25Q: 3 clusters Score -1451690 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1451768.250000 Penalty: 4832.336914
	Iteration 26Q: 3 clusters Score -1451768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1451851.750000 Penalty: 4832.336914
	Iteration 27Q: 3 clusters Score -1451852 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1451936.375000 Penalty: 4832.336914
	Iteration 28Q: 3 clusters Score -1451936 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1452034.250000 Penalty: 4832.336914
	Iteration 29Q: 3 clusters Score -1452034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1452117.125000 Penalty: 4832.336914
	Iteration 30Q: 3 clusters Score -1452117 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1452217.125000 Penalty: 4832.336914
	Iteration 31Q: 3 clusters Score -1452217 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1452317.250000 Penalty: 4832.336914
	Iteration 32Q: 3 clusters Score -1452317 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1452404.875000 Penalty: 4832.336914
	Iteration 33Q: 3 clusters Score -1452405 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1452478.625000 Penalty: 4832.336914
	Iteration 34Q: 3 clusters Score -1452479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1452528.750000 Penalty: 4832.336914
	Iteration 35Q: 3 clusters Score -1452529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1452561.375000 Penalty: 4832.336914
	Iteration 36Q: 3 clusters Score -1452561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1452582.875000 Penalty: 4832.336914
	Iteration 37Q: 3 clusters Score -1452583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1452599.500000 Penalty: 4832.336914
	Iteration 38Q: 3 clusters Score -1452600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1452611.500000 Penalty: 4832.336914
	Iteration 39Q: 3 clusters Score -1452612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1452621.750000 Penalty: 4832.336914
	Iteration 40F: 3 clusters Score -1452622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1452632.500000 Penalty: 4832.336914
	Iteration 41Q: 3 clusters Score -1452632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1452640.750000 Penalty: 4832.336914
	Iteration 42Q: 3 clusters Score -1452641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1452650.875000 Penalty: 4832.336914
	Iteration 43Q: 3 clusters Score -1452651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1452655.875000 Penalty: 4832.336914
	Iteration 44Q: 3 clusters Score -1452656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1452663.250000 Penalty: 4832.336914
	Iteration 45Q: 3 clusters Score -1452663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1452666.000000 Penalty: 4832.336914
	Iteration 46Q: 3 clusters Score -1452666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1452670.750000 Penalty: 4832.336914
	Iteration 47Q: 3 clusters Score -1452671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1452669.875000 Penalty: 4832.336914
	Iteration 48Q: 3 clusters Score -1452670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1452668.625000 Penalty: 4832.336914
	Iteration 49Q: 3 clusters Score -1452669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1452669.625000 Penalty: 4832.336914
	Iteration 50Q: 3 clusters Score -1452670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1452669.625000 Penalty: 4832.336914
	Iteration 51F: 3 clusters Score -1452670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Entering Unmasked Estep 
Score: -3902928.250000 Penalty: 2650.568848
	Iteration 0F: 2 clusters Score -3902928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3873269.500000 Penalty: 5301.137695
	Iteration 0F: 3 clusters Score -3873270 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3884229.000000 Penalty: 5301.137695
	Iteration 1F: 3 clusters Score -3884229 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3884740.500000 Penalty: 5301.137695
	Iteration 2Q: 3 clusters Score -3884740 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3885188.000000 Penalty: 5301.137695
	Iteration 3Q: 3 clusters Score -3885188 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3885611.250000 Penalty: 5301.137695
	Iteration 4Q: 3 clusters Score -3885611 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3886044.750000 Penalty: 5301.137695
	Iteration 5Q: 3 clusters Score -3886045 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3886503.000000 Penalty: 5301.137695
	Iteration 6Q: 3 clusters Score -3886503 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3887089.000000 Penalty: 5301.137695
	Iteration 7Q: 3 clusters Score -3887089 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3887885.000000 Penalty: 5301.137695
	Iteration 8Q: 3 clusters Score -3887885 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3889000.250000 Penalty: 5301.137695
	Iteration 9Q: 3 clusters Score -3889000 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3890397.750000 Penalty: 5301.137695
	Iteration 10Q: 3 clusters Score -3890398 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3891923.750000 Penalty: 5301.137695
	Iteration 11Q: 3 clusters Score -3891924 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3893594.500000 Penalty: 5301.137695
	Iteration 12F: 3 clusters Score -3893594 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -3895100.750000 Penalty: 5301.137695
	Iteration 13Q: 3 clusters Score -3895101 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3896264.500000 Penalty: 5301.137695
	Iteration 14Q: 3 clusters Score -3896264 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3897212.000000 Penalty: 5301.137695
	Iteration 15Q: 3 clusters Score -3897212 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3897908.000000 Penalty: 5301.137695
	Iteration 16Q: 3 clusters Score -3897908 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -3898458.250000 Penalty: 5301.137695
	Iteration 17Q: 3 clusters Score -3898458 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -3898956.500000 Penalty: 5301.137695
	Iteration 18Q: 3 clusters Score -3898956 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -3899327.250000 Penalty: 5301.137695
	Iteration 19Q: 3 clusters Score -3899327 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -3899604.250000 Penalty: 5301.137695
	Iteration 20F: 3 clusters Score -3899604 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -3899840.000000 Penalty: 5301.137695
	Iteration 21Q: 3 clusters Score -3899840 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -3900029.500000 Penalty: 5301.137695
	Iteration 22Q: 3 clusters Score -3900030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -3900148.000000 Penalty: 5301.137695
	Iteration 23Q: 3 clusters Score -3900148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -3900257.250000 Penalty: 5301.137695
	Iteration 24Q: 3 clusters Score -3900257 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -3900344.500000 Penalty: 5301.137695
	Iteration 25Q: 3 clusters Score -3900344 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -3900404.000000 Penalty: 5301.137695
	Iteration 26Q: 3 clusters Score -3900404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -3900444.750000 Penalty: 5301.137695
	Iteration 27Q: 3 clusters Score -3900445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -3900471.500000 Penalty: 5301.137695
	Iteration 28Q: 3 clusters Score -3900472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -3900504.000000 Penalty: 5301.137695
	Iteration 29Q: 3 clusters Score -3900504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -3900533.000000 Penalty: 5301.137695
	Iteration 30Q: 3 clusters Score -3900533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -3900561.000000 Penalty: 5301.137695
	Iteration 31Q: 3 clusters Score -3900561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -3900579.000000 Penalty: 5301.137695
	Iteration 32Q: 3 clusters Score -3900579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -3900606.250000 Penalty: 5301.137695
	Iteration 33Q: 3 clusters Score -3900606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -3900618.500000 Penalty: 5301.137695
	Iteration 34Q: 3 clusters Score -3900618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -3900635.500000 Penalty: 5301.137695
	Iteration 35Q: 3 clusters Score -3900636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -3900648.250000 Penalty: 5301.137695
	Iteration 36Q: 3 clusters Score -3900648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -3900656.750000 Penalty: 5301.137695
	Iteration 37Q: 3 clusters Score -3900657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -3900659.500000 Penalty: 5301.137695
	Iteration 38Q: 3 clusters Score -3900660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -3900662.500000 Penalty: 5301.137695
	Iteration 39Q: 3 clusters Score -3900662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -3900668.750000 Penalty: 5301.137695
	Iteration 40F: 3 clusters Score -3900669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -3900677.000000 Penalty: 5301.137695
	Iteration 41Q: 3 clusters Score -3900677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -3900677.500000 Penalty: 5301.137695
	Iteration 42Q: 3 clusters Score -3900678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -3900682.750000 Penalty: 5301.137695
	Iteration 43Q: 3 clusters Score -3900683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -3900686.000000 Penalty: 5301.137695
	Iteration 44Q: 3 clusters Score -3900686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -3900690.000000 Penalty: 5301.137695
	Iteration 45Q: 3 clusters Score -3900690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -3900692.500000 Penalty: 5301.137695
	Iteration 46Q: 3 clusters Score -3900692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -3900691.000000 Penalty: 5301.137695
	Iteration 47Q: 3 clusters Score -3900691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -3900691.750000 Penalty: 5301.137695
	Iteration 48Q: 3 clusters Score -3900692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -3900693.250000 Penalty: 5301.137695
	Iteration 49Q: 3 clusters Score -3900693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -3900694.500000 Penalty: 5301.137695
	Iteration 50Q: 3 clusters Score -3900694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -3900693.250000 Penalty: 5301.137695
	Iteration 51Q: 3 clusters Score -3900693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -3900695.000000 Penalty: 5301.137695
	Iteration 52Q: 3 clusters Score -3900695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -3900695.000000 Penalty: 5301.137695
	Iteration 53F: 3 clusters Score -3900695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -212222.093750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -212222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -209232.406250 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -209232.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209804.500000 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -209804.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -209961.328125 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -209961.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -210043.046875 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -210043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -210107.531250 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -210107.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -210159.296875 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -210159.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210192.187500 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -210192.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -210225.718750 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -210225.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210269.046875 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -210269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -210301.000000 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -210301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -210315.968750 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -210316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -210328.906250 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -210328.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -210344.046875 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -210344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -210359.296875 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -210359.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -210376.203125 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -210376.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -210392.500000 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -210392.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -210411.812500 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -210411.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -210425.718750 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -210425.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -210432.640625 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -210432.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -210442.296875 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -210442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210453.843750 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -210453.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -210463.109375 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -210463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -210473.031250 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -210473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -210480.640625 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -210480.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -210486.781250 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -210486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -210490.296875 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -210490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -210493.234375 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -210493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -210494.921875 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -210494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -210497.718750 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -210497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -210499.375000 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -210499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -210499.843750 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -210499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210500.937500 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -210500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210502.453125 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -210502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210502.453125 Penalty: 3891.908691
	Iteration 33F: 3 clusters Score -210502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Entering Unmasked Estep 
Score: -549126.250000 Penalty: 2179.873291
	Iteration 0F: 2 clusters Score -549126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -543685.187500 Penalty: 4359.746582
	Iteration 0F: 3 clusters Score -543685.2 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -545108.187500 Penalty: 4359.746582
	Iteration 1F: 3 clusters Score -545108.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -545339.000000 Penalty: 4359.746582
	Iteration 2F: 3 clusters Score -545339 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -545497.562500 Penalty: 4359.746582
	Iteration 3Q: 3 clusters Score -545497.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -545605.375000 Penalty: 4359.746582
	Iteration 4Q: 3 clusters Score -545605.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -545693.312500 Penalty: 4359.746582
	Iteration 5Q: 3 clusters Score -545693.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -545763.750000 Penalty: 4359.746582
	Iteration 6Q: 3 clusters Score -545763.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -545816.062500 Penalty: 4359.746582
	Iteration 7Q: 3 clusters Score -545816.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -545872.312500 Penalty: 4359.746582
	Iteration 8Q: 3 clusters Score -545872.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -545923.437500 Penalty: 4359.746582
	Iteration 9Q: 3 clusters Score -545923.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -545985.625000 Penalty: 4359.746582
	Iteration 10Q: 3 clusters Score -545985.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -546050.375000 Penalty: 4359.746582
	Iteration 11Q: 3 clusters Score -546050.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -546125.625000 Penalty: 4359.746582
	Iteration 12Q: 3 clusters Score -546125.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -546203.375000 Penalty: 4359.746582
	Iteration 13Q: 3 clusters Score -546203.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -546294.437500 Penalty: 4359.746582
	Iteration 14Q: 3 clusters Score -546294.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -546414.250000 Penalty: 4359.746582
	Iteration 15Q: 3 clusters Score -546414.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -546553.625000 Penalty: 4359.746582
	Iteration 16Q: 3 clusters Score -546553.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -546733.750000 Penalty: 4359.746582
	Iteration 17Q: 3 clusters Score -546733.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -546965.562500 Penalty: 4359.746582
	Iteration 18Q: 3 clusters Score -546965.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -547198.562500 Penalty: 4359.746582
	Iteration 19Q: 3 clusters Score -547198.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -547360.937500 Penalty: 4359.746582
	Iteration 20F: 3 clusters Score -547360.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -547444.562500 Penalty: 4359.746582
	Iteration 21Q: 3 clusters Score -547444.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -547493.875000 Penalty: 4359.746582
	Iteration 22Q: 3 clusters Score -547493.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -547518.875000 Penalty: 4359.746582
	Iteration 23Q: 3 clusters Score -547518.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -547539.437500 Penalty: 4359.746582
	Iteration 24Q: 3 clusters Score -547539.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -547553.000000 Penalty: 4359.746582
	Iteration 25Q: 3 clusters Score -547553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -547562.250000 Penalty: 4359.746582
	Iteration 26Q: 3 clusters Score -547562.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -547572.562500 Penalty: 4359.746582
	Iteration 27Q: 3 clusters Score -547572.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -547581.500000 Penalty: 4359.746582
	Iteration 28Q: 3 clusters Score -547581.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -547593.437500 Penalty: 4359.746582
	Iteration 29Q: 3 clusters Score -547593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -547601.375000 Penalty: 4359.746582
	Iteration 30Q: 3 clusters Score -547601.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -547608.875000 Penalty: 4359.746582
	Iteration 31Q: 3 clusters Score -547608.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -547617.937500 Penalty: 4359.746582
	Iteration 32Q: 3 clusters Score -547617.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -547625.625000 Penalty: 4359.746582
	Iteration 33Q: 3 clusters Score -547625.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -547635.437500 Penalty: 4359.746582
	Iteration 34Q: 3 clusters Score -547635.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -547642.187500 Penalty: 4359.746582
	Iteration 35Q: 3 clusters Score -547642.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -547650.000000 Penalty: 4359.746582
	Iteration 36Q: 3 clusters Score -547650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -547655.750000 Penalty: 4359.746582
	Iteration 37Q: 3 clusters Score -547655.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -547658.875000 Penalty: 4359.746582
	Iteration 38Q: 3 clusters Score -547658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -547661.125000 Penalty: 4359.746582
	Iteration 39Q: 3 clusters Score -547661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -547661.812500 Penalty: 4359.746582
	Iteration 40F: 3 clusters Score -547661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -547662.937500 Penalty: 4359.746582
	Iteration 41Q: 3 clusters Score -547662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -547663.875000 Penalty: 4359.746582
	Iteration 42Q: 3 clusters Score -547663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -547665.750000 Penalty: 4359.746582
	Iteration 43Q: 3 clusters Score -547665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -547666.062500 Penalty: 4359.746582
	Iteration 44Q: 3 clusters Score -547666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -547667.937500 Penalty: 4359.746582
	Iteration 45Q: 3 clusters Score -547667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -547668.875000 Penalty: 4359.746582
	Iteration 46Q: 3 clusters Score -547668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -547669.562500 Penalty: 4359.746582
	Iteration 47Q: 3 clusters Score -547669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -547669.812500 Penalty: 4359.746582
	Iteration 48Q: 3 clusters Score -547669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -547669.812500 Penalty: 4359.746582
	Iteration 49F: 3 clusters Score -547669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (153179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153179 members 
Entering Unmasked Estep 
Score: -13764411.000000 Penalty: 2960.961914
	Iteration 0F: 2 clusters Score -1.376441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -13661362.000000 Penalty: 5921.923828
	Iteration 0F: 3 clusters Score -1.366136e+07 nChanged 73337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -13704649.000000 Penalty: 5921.923828
	Iteration 1F: 3 clusters Score -1.370465e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -13705930.000000 Penalty: 5921.923828
	Iteration 2Q: 3 clusters Score -1.370593e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -13707599.000000 Penalty: 5921.923828
	Iteration 3Q: 3 clusters Score -1.37076e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -13709887.000000 Penalty: 5921.923828
	Iteration 4Q: 3 clusters Score -1.370989e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -13713490.000000 Penalty: 5921.923828
	Iteration 5Q: 3 clusters Score -1.371349e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 104207 members 
Entering Unmasked Estep 
Score: -13719616.000000 Penalty: 5921.923828
	Iteration 6F: 3 clusters Score -1.371962e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -13728426.000000 Penalty: 5921.923828
	Iteration 7F: 3 clusters Score -1.372843e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 127151 members 
Entering Unmasked Estep 
Score: -13738989.000000 Penalty: 5921.923828
	Iteration 8F: 3 clusters Score -1.373899e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -13748313.000000 Penalty: 5921.923828
	Iteration 9F: 3 clusters Score -1.374831e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -13754840.000000 Penalty: 5921.923828
	Iteration 10Q: 3 clusters Score -1.375484e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -13758468.000000 Penalty: 5921.923828
	Iteration 11Q: 3 clusters Score -1.375847e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -13760277.000000 Penalty: 5921.923828
	Iteration 12Q: 3 clusters Score -1.376028e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -13761088.000000 Penalty: 5921.923828
	Iteration 13Q: 3 clusters Score -1.376109e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -13761489.000000 Penalty: 5921.923828
	Iteration 14Q: 3 clusters Score -1.376149e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 151888 members 
Entering Unmasked Estep 
Score: -13761665.000000 Penalty: 5921.923828
	Iteration 15Q: 3 clusters Score -1.376166e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -13761761.000000 Penalty: 5921.923828
	Iteration 16Q: 3 clusters Score -1.376176e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -13761835.000000 Penalty: 5921.923828
	Iteration 17Q: 3 clusters Score -1.376184e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -13761894.000000 Penalty: 5921.923828
	Iteration 18Q: 3 clusters Score -1.376189e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 152224 members 
Entering Unmasked Estep 
Score: -13761932.000000 Penalty: 5921.923828
	Iteration 19Q: 3 clusters Score -1.376193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -13761943.000000 Penalty: 5921.923828
	Iteration 20F: 3 clusters Score -1.376194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 152283 members 
Entering Unmasked Estep 
Score: -13761959.000000 Penalty: 5921.923828
	Iteration 21Q: 3 clusters Score -1.376196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 152290 members 
Entering Unmasked Estep 
Score: -13761962.000000 Penalty: 5921.923828
	Iteration 22Q: 3 clusters Score -1.376196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -13761978.000000 Penalty: 5921.923828
	Iteration 23Q: 3 clusters Score -1.376198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 152305 members 
Entering Unmasked Estep 
Score: -13761981.000000 Penalty: 5921.923828
	Iteration 24Q: 3 clusters Score -1.376198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 152308 members 
Entering Unmasked Estep 
Score: -13761993.000000 Penalty: 5921.923828
	Iteration 25Q: 3 clusters Score -1.376199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -13761988.000000 Penalty: 5921.923828
	Iteration 26Q: 3 clusters Score -1.376199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 152326 members 
Entering Unmasked Estep 
Score: -13761988.000000 Penalty: 5921.923828
	Iteration 27Q: 3 clusters Score -1.376199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -13761999.000000 Penalty: 5921.923828
	Iteration 28Q: 3 clusters Score -1.3762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -13762008.000000 Penalty: 5921.923828
	Iteration 29Q: 3 clusters Score -1.376201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -13761994.000000 Penalty: 5921.923828
	Iteration 30Q: 3 clusters Score -1.376199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -13761992.000000 Penalty: 5921.923828
	Iteration 31Q: 3 clusters Score -1.376199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -13761994.000000 Penalty: 5921.923828
	Iteration 32Q: 3 clusters Score -1.376199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -13761994.000000 Penalty: 5921.923828
	Iteration 33Q: 3 clusters Score -1.376199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -13761996.000000 Penalty: 5921.923828
	Iteration 34Q: 3 clusters Score -1.3762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -13762004.000000 Penalty: 5921.923828
	Iteration 35Q: 3 clusters Score -1.3762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -13762004.000000 Penalty: 5921.923828
	Iteration 36F: 3 clusters Score -1.3762e+07 nChanged 0
21->37 Clusters: Score -146493040.000000, best is -146512160.000000

Starting from 22 clusters...
--- Clustering full data set of 1705460 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 81127 members 
Mstep: Class 3 contains 81271 members 
Mstep: Class 4 contains 81506 members 
Mstep: Class 5 contains 81101 members 
Mstep: Class 6 contains 81303 members 
Mstep: Class 7 contains 81104 members 
Mstep: Class 8 contains 80838 members 
Mstep: Class 9 contains 81575 members 
Mstep: Class 10 contains 81389 members 
Mstep: Class 11 contains 80860 members 
Mstep: Class 12 contains 81262 members 
Mstep: Class 13 contains 80793 members 
Mstep: Class 14 contains 81177 members 
Mstep: Class 15 contains 81327 members 
Mstep: Class 16 contains 81579 members 
Mstep: Class 17 contains 80909 members 
Mstep: Class 18 contains 81889 members 
Mstep: Class 19 contains 81008 members 
Mstep: Class 20 contains 81102 members 
Mstep: Class 21 contains 81323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1624.015381 but Gain 3558.640625
Score: -139055872.000000 Penalty: 71172.750000
Iteration 0F: 21 clusters Score -1.390559e+08 nChanged 1615651
Entering Unmasked Mstep 
Mstep: Class 0 contains 603 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 72674 members 
Mstep: Class 3 contains 91899 members 
Mstep: Class 4 contains 67356 members 
Mstep: Class 5 contains 75975 members 
Mstep: Class 6 contains 86475 members 
Mstep: Class 7 contains 92391 members 
Mstep: Class 8 contains 59170 members 
Mstep: Class 9 contains 268099 members 
Mstep: Class 10 contains 44196 members 
Mstep: Class 11 contains 64442 members 
Mstep: Class 12 contains 65037 members 
Mstep: Class 13 contains 44530 members 
Mstep: Class 14 contains 55982 members 
Mstep: Class 15 contains 164393 members 
Mstep: Class 16 contains 95212 members 
Mstep: Class 17 contains 61236 members 
Mstep: Class 18 contains 87921 members 
Mstep: Class 19 contains 70798 members 
Mstep: Class 20 contains 58227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143308928.000000 Penalty: 71172.750000
Iteration 1F: 21 clusters Score -1.433089e+08 nChanged 558482
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 90521 members 
Mstep: Class 3 contains 101736 members 
Mstep: Class 4 contains 46198 members 
Mstep: Class 5 contains 86377 members 
Mstep: Class 6 contains 92870 members 
Mstep: Class 7 contains 99220 members 
Mstep: Class 8 contains 54583 members 
Mstep: Class 9 contains 285895 members 
Mstep: Class 10 contains 22822 members 
Mstep: Class 11 contains 57709 members 
Mstep: Class 12 contains 50717 members 
Mstep: Class 13 contains 28977 members 
Mstep: Class 14 contains 47892 members 
Mstep: Class 15 contains 186456 members 
Mstep: Class 16 contains 99148 members 
Mstep: Class 17 contains 52570 members 
Mstep: Class 18 contains 107785 members 
Mstep: Class 19 contains 61427 members 
Mstep: Class 20 contains 57167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144175408.000000 Penalty: 71172.750000
Iteration 2F: 21 clusters Score -1.441754e+08 nChanged 411666
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 100416 members 
Mstep: Class 3 contains 96819 members 
Mstep: Class 4 contains 31777 members 
Mstep: Class 5 contains 94319 members 
Mstep: Class 6 contains 90080 members 
Mstep: Class 7 contains 94172 members 
Mstep: Class 8 contains 47075 members 
Mstep: Class 9 contains 302562 members 
Mstep: Class 10 contains 14425 members 
Mstep: Class 11 contains 54258 members 
Mstep: Class 12 contains 36663 members 
Mstep: Class 13 contains 29027 members 
Mstep: Class 14 contains 38741 members 
Mstep: Class 15 contains 223236 members 
Mstep: Class 16 contains 98067 members 
Mstep: Class 17 contains 55004 members 
Mstep: Class 18 contains 119491 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 59583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144647552.000000 Penalty: 71172.750000
Iteration 3F: 21 clusters Score -1.446476e+08 nChanged 317129
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 102351 members 
Mstep: Class 3 contains 80859 members 
Mstep: Class 4 contains 26097 members 
Mstep: Class 5 contains 101498 members 
Mstep: Class 6 contains 81979 members 
Mstep: Class 7 contains 81612 members 
Mstep: Class 8 contains 41172 members 
Mstep: Class 9 contains 325587 members 
Mstep: Class 10 contains 11644 members 
Mstep: Class 11 contains 52287 members 
Mstep: Class 12 contains 28248 members 
Mstep: Class 13 contains 34141 members 
Mstep: Class 14 contains 30021 members 
Mstep: Class 15 contains 271130 members 
Mstep: Class 16 contains 92534 members 
Mstep: Class 17 contains 54155 members 
Mstep: Class 18 contains 120233 members 
Mstep: Class 19 contains 42538 members 
Mstep: Class 20 contains 65256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144954896.000000 Penalty: 71172.750000
Iteration 4F: 21 clusters Score -1.449549e+08 nChanged 265451
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 99552 members 
Mstep: Class 3 contains 60162 members 
Mstep: Class 4 contains 22439 members 
Mstep: Class 5 contains 112424 members 
Mstep: Class 6 contains 71585 members 
Mstep: Class 7 contains 65460 members 
Mstep: Class 8 contains 39443 members 
Mstep: Class 9 contains 349287 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 51134 members 
Mstep: Class 12 contains 24830 members 
Mstep: Class 13 contains 36836 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 325470 members 
Mstep: Class 16 contains 85078 members 
Mstep: Class 17 contains 51559 members 
Mstep: Class 18 contains 113555 members 
Mstep: Class 19 contains 36162 members 
Mstep: Class 20 contains 69691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145208976.000000 Penalty: 71172.750000
Iteration 5F: 21 clusters Score -1.45209e+08 nChanged 232644
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 92499 members 
Mstep: Class 3 contains 40262 members 
Mstep: Class 4 contains 18801 members 
Mstep: Class 5 contains 129040 members 
Mstep: Class 6 contains 61028 members 
Mstep: Class 7 contains 48723 members 
Mstep: Class 8 contains 41904 members 
Mstep: Class 9 contains 364127 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 51360 members 
Mstep: Class 12 contains 23839 members 
Mstep: Class 13 contains 38491 members 
Mstep: Class 14 contains 17772 members 
Mstep: Class 15 contains 382358 members 
Mstep: Class 16 contains 77066 members 
Mstep: Class 17 contains 48722 members 
Mstep: Class 18 contains 102998 members 
Mstep: Class 19 contains 30544 members 
Mstep: Class 20 contains 71888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145421136.000000 Penalty: 71172.750000
Iteration 6F: 21 clusters Score -1.454211e+08 nChanged 204205
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 81881 members 
Mstep: Class 3 contains 25576 members 
Mstep: Class 4 contains 15133 members 
Mstep: Class 5 contains 146419 members 
Mstep: Class 6 contains 50157 members 
Mstep: Class 7 contains 34059 members 
Mstep: Class 8 contains 49143 members 
Mstep: Class 9 contains 366762 members 
Mstep: Class 10 contains 11719 members 
Mstep: Class 11 contains 53666 members 
Mstep: Class 12 contains 23544 members 
Mstep: Class 13 contains 39740 members 
Mstep: Class 14 contains 15272 members 
Mstep: Class 15 contains 435954 members 
Mstep: Class 16 contains 69266 members 
Mstep: Class 17 contains 46415 members 
Mstep: Class 18 contains 92843 members 
Mstep: Class 19 contains 25579 members 
Mstep: Class 20 contains 72620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145599296.000000 Penalty: 71172.750000
Iteration 7F: 21 clusters Score -1.455993e+08 nChanged 177648
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 69887 members 
Mstep: Class 3 contains 17133 members 
Mstep: Class 4 contains 12394 members 
Mstep: Class 5 contains 160467 members 
Mstep: Class 6 contains 38200 members 
Mstep: Class 7 contains 23353 members 
Mstep: Class 8 contains 61298 members 
Mstep: Class 9 contains 358083 members 
Mstep: Class 10 contains 11948 members 
Mstep: Class 11 contains 59772 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 40592 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 15 contains 479192 members 
Mstep: Class 16 contains 62022 members 
Mstep: Class 17 contains 44825 members 
Mstep: Class 18 contains 85978 members 
Mstep: Class 19 contains 21469 members 
Mstep: Class 20 contains 73130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145746816.000000 Penalty: 71172.750000
Iteration 8F: 21 clusters Score -1.457468e+08 nChanged 149738
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 58778 members 
Mstep: Class 3 contains 13430 members 
Mstep: Class 4 contains 10797 members 
Mstep: Class 5 contains 170627 members 
Mstep: Class 6 contains 26608 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 75320 members 
Mstep: Class 9 contains 343616 members 
Mstep: Class 10 contains 12123 members 
Mstep: Class 11 contains 68471 members 
Mstep: Class 12 contains 25115 members 
Mstep: Class 13 contains 40868 members 
Mstep: Class 14 contains 16181 members 
Mstep: Class 15 contains 509323 members 
Mstep: Class 16 contains 56003 members 
Mstep: Class 17 contains 43895 members 
Mstep: Class 18 contains 82224 members 
Mstep: Class 19 contains 18271 members 
Mstep: Class 20 contains 73845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145849376.000000 Penalty: 71172.750000
Iteration 9F: 21 clusters Score -1.458494e+08 nChanged 120822
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 49600 members 
Mstep: Class 3 contains 12554 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 5 contains 177297 members 
Mstep: Class 6 contains 17866 members 
Mstep: Class 7 contains 13004 members 
Mstep: Class 8 contains 87690 members 
Mstep: Class 9 contains 327999 members 
Mstep: Class 10 contains 12347 members 
Mstep: Class 11 contains 77722 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 40899 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 527608 members 
Mstep: Class 16 contains 51403 members 
Mstep: Class 17 contains 42944 members 
Mstep: Class 18 contains 80502 members 
Mstep: Class 19 contains 16013 members 
Mstep: Class 20 contains 75066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145915840.000000 Penalty: 71172.750000
Iteration 10F: 21 clusters Score -1.459158e+08 nChanged 95939
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 42690 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 182101 members 
Mstep: Class 6 contains 12551 members 
Mstep: Class 7 contains 11040 members 
Mstep: Class 8 contains 97564 members 
Mstep: Class 9 contains 313163 members 
Mstep: Class 10 contains 12626 members 
Mstep: Class 11 contains 86529 members 
Mstep: Class 12 contains 28714 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 20289 members 
Mstep: Class 15 contains 537172 members 
Mstep: Class 16 contains 47829 members 
Mstep: Class 17 contains 42138 members 
Mstep: Class 18 contains 79579 members 
Mstep: Class 19 contains 14454 members 
Mstep: Class 20 contains 76925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145960096.000000 Penalty: 71172.750000
Iteration 11F: 21 clusters Score -1.459601e+08 nChanged 77300
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 37565 members 
Mstep: Class 3 contains 14276 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 5 contains 185853 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 10111 members 
Mstep: Class 8 contains 105720 members 
Mstep: Class 9 contains 299675 members 
Mstep: Class 10 contains 13108 members 
Mstep: Class 11 contains 94695 members 
Mstep: Class 12 contains 30042 members 
Mstep: Class 13 contains 40865 members 
Mstep: Class 14 contains 22360 members 
Mstep: Class 15 contains 540651 members 
Mstep: Class 16 contains 45094 members 
Mstep: Class 17 contains 41433 members 
Mstep: Class 18 contains 78866 members 
Mstep: Class 19 contains 13345 members 
Mstep: Class 20 contains 79342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145993184.000000 Penalty: 71172.750000
Iteration 12Q: 21 clusters Score -1.459932e+08 nChanged 64231
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 33711 members 
Mstep: Class 3 contains 15839 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 189091 members 
Mstep: Class 6 contains 7725 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 112471 members 
Mstep: Class 9 contains 287685 members 
Mstep: Class 10 contains 13745 members 
Mstep: Class 11 contains 102293 members 
Mstep: Class 12 contains 30809 members 
Mstep: Class 13 contains 40900 members 
Mstep: Class 14 contains 24309 members 
Mstep: Class 15 contains 539900 members 
Mstep: Class 16 contains 42910 members 
Mstep: Class 17 contains 40785 members 
Mstep: Class 18 contains 78235 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 82362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146020880.000000 Penalty: 71172.750000
Iteration 13Q: 21 clusters Score -1.460209e+08 nChanged 55072
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 30651 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 10773 members 
Mstep: Class 5 contains 192199 members 
Mstep: Class 6 contains 6972 members 
Mstep: Class 7 contains 9800 members 
Mstep: Class 8 contains 118088 members 
Mstep: Class 9 contains 277139 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 109257 members 
Mstep: Class 12 contains 31385 members 
Mstep: Class 13 contains 40866 members 
Mstep: Class 14 contains 26061 members 
Mstep: Class 15 contains 536400 members 
Mstep: Class 16 contains 41149 members 
Mstep: Class 17 contains 40152 members 
Mstep: Class 18 contains 77695 members 
Mstep: Class 19 contains 11988 members 
Mstep: Class 20 contains 85706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146039296.000000 Penalty: 71172.750000
Iteration 14Q: 21 clusters Score -1.460393e+08 nChanged 48615
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 28189 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 195139 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 122727 members 
Mstep: Class 9 contains 267459 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 115816 members 
Mstep: Class 12 contains 31796 members 
Mstep: Class 13 contains 40811 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 531351 members 
Mstep: Class 16 contains 39640 members 
Mstep: Class 17 contains 39572 members 
Mstep: Class 18 contains 77285 members 
Mstep: Class 19 contains 11514 members 
Mstep: Class 20 contains 89390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146054304.000000 Penalty: 71172.750000
Iteration 15Q: 21 clusters Score -1.460543e+08 nChanged 43827
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 26082 members 
Mstep: Class 3 contains 20540 members 
Mstep: Class 4 contains 11465 members 
Mstep: Class 5 contains 197994 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 126596 members 
Mstep: Class 9 contains 258598 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 122241 members 
Mstep: Class 12 contains 32016 members 
Mstep: Class 13 contains 40754 members 
Mstep: Class 14 contains 29027 members 
Mstep: Class 15 contains 525196 members 
Mstep: Class 16 contains 38379 members 
Mstep: Class 17 contains 39043 members 
Mstep: Class 18 contains 77119 members 
Mstep: Class 19 contains 11153 members 
Mstep: Class 20 contains 93242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146067904.000000 Penalty: 71172.750000
Iteration 16Q: 21 clusters Score -1.460679e+08 nChanged 40338
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 24291 members 
Mstep: Class 3 contains 21917 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 200646 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 129704 members 
Mstep: Class 9 contains 250292 members 
Mstep: Class 10 contains 16876 members 
Mstep: Class 11 contains 128616 members 
Mstep: Class 12 contains 32159 members 
Mstep: Class 13 contains 40702 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 518659 members 
Mstep: Class 16 contains 37386 members 
Mstep: Class 17 contains 38529 members 
Mstep: Class 18 contains 76976 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 97142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146080256.000000 Penalty: 71172.750000
Iteration 17Q: 21 clusters Score -1.460803e+08 nChanged 37177
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 22819 members 
Mstep: Class 3 contains 23169 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 202977 members 
Mstep: Class 6 contains 8280 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 132414 members 
Mstep: Class 9 contains 242529 members 
Mstep: Class 10 contains 17419 members 
Mstep: Class 11 contains 135048 members 
Mstep: Class 12 contains 32231 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 31483 members 
Mstep: Class 15 contains 511974 members 
Mstep: Class 16 contains 36520 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 76936 members 
Mstep: Class 19 contains 10441 members 
Mstep: Class 20 contains 101039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146091792.000000 Penalty: 71172.750000
Iteration 18Q: 21 clusters Score -1.460918e+08 nChanged 34547
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 21654 members 
Mstep: Class 3 contains 24260 members 
Mstep: Class 4 contains 13000 members 
Mstep: Class 5 contains 204876 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 11984 members 
Mstep: Class 8 contains 134704 members 
Mstep: Class 9 contains 234939 members 
Mstep: Class 10 contains 17931 members 
Mstep: Class 11 contains 141541 members 
Mstep: Class 12 contains 32246 members 
Mstep: Class 13 contains 40624 members 
Mstep: Class 14 contains 32511 members 
Mstep: Class 15 contains 505446 members 
Mstep: Class 16 contains 35756 members 
Mstep: Class 17 contains 37619 members 
Mstep: Class 18 contains 77030 members 
Mstep: Class 19 contains 10026 members 
Mstep: Class 20 contains 105012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146101648.000000 Penalty: 71172.750000
Iteration 19Q: 21 clusters Score -1.461016e+08 nChanged 32895
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 20721 members 
Mstep: Class 3 contains 25280 members 
Mstep: Class 4 contains 13468 members 
Mstep: Class 5 contains 206381 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 12669 members 
Mstep: Class 8 contains 136709 members 
Mstep: Class 9 contains 227500 members 
Mstep: Class 10 contains 18344 members 
Mstep: Class 11 contains 148107 members 
Mstep: Class 12 contains 32248 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 33474 members 
Mstep: Class 15 contains 498892 members 
Mstep: Class 16 contains 35154 members 
Mstep: Class 17 contains 37210 members 
Mstep: Class 18 contains 77120 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 20 contains 109059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146113136.000000 Penalty: 71172.750000
Iteration 20F: 21 clusters Score -1.461131e+08 nChanged 32498
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 20028 members 
Mstep: Class 3 contains 26531 members 
Mstep: Class 4 contains 13979 members 
Mstep: Class 5 contains 207439 members 
Mstep: Class 6 contains 10611 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 138508 members 
Mstep: Class 9 contains 219953 members 
Mstep: Class 10 contains 18780 members 
Mstep: Class 11 contains 154552 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 34426 members 
Mstep: Class 15 contains 492128 members 
Mstep: Class 16 contains 34652 members 
Mstep: Class 17 contains 36833 members 
Mstep: Class 18 contains 77258 members 
Mstep: Class 19 contains 8986 members 
Mstep: Class 20 contains 113085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146123152.000000 Penalty: 71172.750000
Iteration 21Q: 21 clusters Score -1.461232e+08 nChanged 31714
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 19561 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 208120 members 
Mstep: Class 6 contains 11674 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 140155 members 
Mstep: Class 9 contains 212621 members 
Mstep: Class 10 contains 19182 members 
Mstep: Class 11 contains 160728 members 
Mstep: Class 12 contains 32062 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 35451 members 
Mstep: Class 15 contains 485246 members 
Mstep: Class 16 contains 34218 members 
Mstep: Class 17 contains 36481 members 
Mstep: Class 18 contains 77388 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 117315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146132960.000000 Penalty: 71172.750000
Iteration 22Q: 21 clusters Score -1.46133e+08 nChanged 30971
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 19365 members 
Mstep: Class 3 contains 28798 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 208538 members 
Mstep: Class 6 contains 12726 members 
Mstep: Class 7 contains 15146 members 
Mstep: Class 8 contains 141754 members 
Mstep: Class 9 contains 205415 members 
Mstep: Class 10 contains 19576 members 
Mstep: Class 11 contains 166499 members 
Mstep: Class 12 contains 31884 members 
Mstep: Class 13 contains 40182 members 
Mstep: Class 14 contains 36518 members 
Mstep: Class 15 contains 478278 members 
Mstep: Class 16 contains 33842 members 
Mstep: Class 17 contains 36130 members 
Mstep: Class 18 contains 77533 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 121583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146144176.000000 Penalty: 71172.750000
Iteration 23Q: 21 clusters Score -1.461442e+08 nChanged 30198
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 29770 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 208554 members 
Mstep: Class 6 contains 13777 members 
Mstep: Class 7 contains 15982 members 
Mstep: Class 8 contains 143159 members 
Mstep: Class 9 contains 198543 members 
Mstep: Class 10 contains 19936 members 
Mstep: Class 11 contains 171898 members 
Mstep: Class 12 contains 31713 members 
Mstep: Class 13 contains 40064 members 
Mstep: Class 14 contains 37623 members 
Mstep: Class 15 contains 471534 members 
Mstep: Class 16 contains 33570 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 77635 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 20 contains 125934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146153824.000000 Penalty: 71172.750000
Iteration 24Q: 21 clusters Score -1.461538e+08 nChanged 29921
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 19413 members 
Mstep: Class 3 contains 30705 members 
Mstep: Class 4 contains 15963 members 
Mstep: Class 5 contains 208258 members 
Mstep: Class 6 contains 14824 members 
Mstep: Class 7 contains 16906 members 
Mstep: Class 8 contains 144367 members 
Mstep: Class 9 contains 191755 members 
Mstep: Class 10 contains 20284 members 
Mstep: Class 11 contains 176877 members 
Mstep: Class 12 contains 31542 members 
Mstep: Class 13 contains 39979 members 
Mstep: Class 14 contains 38806 members 
Mstep: Class 15 contains 464954 members 
Mstep: Class 16 contains 33337 members 
Mstep: Class 17 contains 35456 members 
Mstep: Class 18 contains 77652 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 130373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146165200.000000 Penalty: 71172.750000
Iteration 25Q: 21 clusters Score -1.461652e+08 nChanged 29887
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 31520 members 
Mstep: Class 4 contains 16435 members 
Mstep: Class 5 contains 207316 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 17912 members 
Mstep: Class 8 contains 145352 members 
Mstep: Class 9 contains 185150 members 
Mstep: Class 10 contains 20602 members 
Mstep: Class 11 contains 181184 members 
Mstep: Class 12 contains 31309 members 
Mstep: Class 13 contains 39879 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 458707 members 
Mstep: Class 16 contains 33198 members 
Mstep: Class 17 contains 35122 members 
Mstep: Class 18 contains 77720 members 
Mstep: Class 19 contains 5921 members 
Mstep: Class 20 contains 134929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146178592.000000 Penalty: 71172.750000
Iteration 26Q: 21 clusters Score -1.461786e+08 nChanged 30343
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 19924 members 
Mstep: Class 3 contains 32315 members 
Mstep: Class 4 contains 16866 members 
Mstep: Class 5 contains 205694 members 
Mstep: Class 6 contains 16735 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 146045 members 
Mstep: Class 9 contains 178627 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 185126 members 
Mstep: Class 12 contains 31008 members 
Mstep: Class 13 contains 39804 members 
Mstep: Class 14 contains 41881 members 
Mstep: Class 15 contains 453186 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 34746 members 
Mstep: Class 18 contains 77711 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 139143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146189088.000000 Penalty: 71172.750000
Iteration 27Q: 21 clusters Score -1.461891e+08 nChanged 30411
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 20380 members 
Mstep: Class 3 contains 33104 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 203258 members 
Mstep: Class 6 contains 17577 members 
Mstep: Class 7 contains 20368 members 
Mstep: Class 8 contains 146645 members 
Mstep: Class 9 contains 172174 members 
Mstep: Class 10 contains 21255 members 
Mstep: Class 11 contains 188891 members 
Mstep: Class 12 contains 30763 members 
Mstep: Class 13 contains 39728 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 448327 members 
Mstep: Class 16 contains 32946 members 
Mstep: Class 17 contains 34402 members 
Mstep: Class 18 contains 77542 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 143080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146201536.000000 Penalty: 71172.750000
Iteration 28Q: 21 clusters Score -1.462015e+08 nChanged 30728
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 20955 members 
Mstep: Class 3 contains 33869 members 
Mstep: Class 4 contains 17600 members 
Mstep: Class 5 contains 199945 members 
Mstep: Class 6 contains 18355 members 
Mstep: Class 7 contains 21830 members 
Mstep: Class 8 contains 147149 members 
Mstep: Class 9 contains 165845 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 11 contains 192328 members 
Mstep: Class 12 contains 30505 members 
Mstep: Class 13 contains 39673 members 
Mstep: Class 14 contains 47015 members 
Mstep: Class 15 contains 444408 members 
Mstep: Class 16 contains 32808 members 
Mstep: Class 17 contains 34078 members 
Mstep: Class 18 contains 77348 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 146429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146215312.000000 Penalty: 71172.750000
Iteration 29Q: 21 clusters Score -1.462153e+08 nChanged 30429
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 21766 members 
Mstep: Class 3 contains 34569 members 
Mstep: Class 4 contains 17921 members 
Mstep: Class 5 contains 196180 members 
Mstep: Class 6 contains 19126 members 
Mstep: Class 7 contains 23175 members 
Mstep: Class 8 contains 147516 members 
Mstep: Class 9 contains 159443 members 
Mstep: Class 10 contains 21840 members 
Mstep: Class 11 contains 195404 members 
Mstep: Class 12 contains 30209 members 
Mstep: Class 13 contains 39627 members 
Mstep: Class 14 contains 50391 members 
Mstep: Class 15 contains 441690 members 
Mstep: Class 16 contains 32685 members 
Mstep: Class 17 contains 33784 members 
Mstep: Class 18 contains 77053 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 149163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146229088.000000 Penalty: 71172.750000
Iteration 30Q: 21 clusters Score -1.462291e+08 nChanged 29425
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 22731 members 
Mstep: Class 3 contains 35213 members 
Mstep: Class 4 contains 18261 members 
Mstep: Class 5 contains 192428 members 
Mstep: Class 6 contains 19882 members 
Mstep: Class 7 contains 24288 members 
Mstep: Class 8 contains 147820 members 
Mstep: Class 9 contains 153161 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 198224 members 
Mstep: Class 12 contains 29978 members 
Mstep: Class 13 contains 39574 members 
Mstep: Class 14 contains 53700 members 
Mstep: Class 15 contains 439879 members 
Mstep: Class 16 contains 32574 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 76592 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 151501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146242032.000000 Penalty: 71172.750000
Iteration 31Q: 21 clusters Score -1.46242e+08 nChanged 28000
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 23820 members 
Mstep: Class 3 contains 35846 members 
Mstep: Class 4 contains 18590 members 
Mstep: Class 5 contains 188873 members 
Mstep: Class 6 contains 20535 members 
Mstep: Class 7 contains 25096 members 
Mstep: Class 8 contains 148045 members 
Mstep: Class 9 contains 146883 members 
Mstep: Class 10 contains 22253 members 
Mstep: Class 11 contains 200880 members 
Mstep: Class 12 contains 29765 members 
Mstep: Class 13 contains 39537 members 
Mstep: Class 14 contains 56749 members 
Mstep: Class 15 contains 439036 members 
Mstep: Class 16 contains 32416 members 
Mstep: Class 17 contains 33270 members 
Mstep: Class 18 contains 76072 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 153549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146255120.000000 Penalty: 71172.750000
Iteration 32Q: 21 clusters Score -1.462551e+08 nChanged 26041
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 24915 members 
Mstep: Class 3 contains 36426 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 185726 members 
Mstep: Class 6 contains 21196 members 
Mstep: Class 7 contains 25522 members 
Mstep: Class 8 contains 148205 members 
Mstep: Class 9 contains 140679 members 
Mstep: Class 10 contains 22466 members 
Mstep: Class 11 contains 203287 members 
Mstep: Class 12 contains 29588 members 
Mstep: Class 13 contains 39487 members 
Mstep: Class 14 contains 59569 members 
Mstep: Class 15 contains 439092 members 
Mstep: Class 16 contains 32244 members 
Mstep: Class 17 contains 33007 members 
Mstep: Class 18 contains 75332 members 
Mstep: Class 19 contains 3126 members 
Mstep: Class 20 contains 155441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146266064.000000 Penalty: 71172.750000
Iteration 33Q: 21 clusters Score -1.462661e+08 nChanged 23624
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 25916 members 
Mstep: Class 3 contains 36949 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 183048 members 
Mstep: Class 6 contains 21836 members 
Mstep: Class 7 contains 25756 members 
Mstep: Class 8 contains 148261 members 
Mstep: Class 9 contains 134767 members 
Mstep: Class 10 contains 22751 members 
Mstep: Class 11 contains 205536 members 
Mstep: Class 12 contains 29409 members 
Mstep: Class 13 contains 39403 members 
Mstep: Class 14 contains 62170 members 
Mstep: Class 15 contains 439494 members 
Mstep: Class 16 contains 32055 members 
Mstep: Class 17 contains 32689 members 
Mstep: Class 18 contains 74588 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 157124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146274352.000000 Penalty: 71172.750000
Iteration 34Q: 21 clusters Score -1.462744e+08 nChanged 21757
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 37385 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 180606 members 
Mstep: Class 6 contains 22432 members 
Mstep: Class 7 contains 25909 members 
Mstep: Class 8 contains 148277 members 
Mstep: Class 9 contains 129014 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 207776 members 
Mstep: Class 12 contains 29261 members 
Mstep: Class 13 contains 39314 members 
Mstep: Class 14 contains 64484 members 
Mstep: Class 15 contains 440227 members 
Mstep: Class 16 contains 31914 members 
Mstep: Class 17 contains 32334 members 
Mstep: Class 18 contains 73807 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 158672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146282752.000000 Penalty: 71172.750000
Iteration 35Q: 21 clusters Score -1.462828e+08 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 27620 members 
Mstep: Class 3 contains 37737 members 
Mstep: Class 4 contains 19728 members 
Mstep: Class 5 contains 178389 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 26099 members 
Mstep: Class 8 contains 148297 members 
Mstep: Class 9 contains 123601 members 
Mstep: Class 10 contains 23645 members 
Mstep: Class 11 contains 209738 members 
Mstep: Class 12 contains 29136 members 
Mstep: Class 13 contains 39221 members 
Mstep: Class 14 contains 66560 members 
Mstep: Class 15 contains 441153 members 
Mstep: Class 16 contains 31793 members 
Mstep: Class 17 contains 31878 members 
Mstep: Class 18 contains 73084 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 160071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146290912.000000 Penalty: 71172.750000
Iteration 36Q: 21 clusters Score -1.462909e+08 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 28353 members 
Mstep: Class 3 contains 38020 members 
Mstep: Class 4 contains 19989 members 
Mstep: Class 5 contains 176582 members 
Mstep: Class 6 contains 23570 members 
Mstep: Class 7 contains 26302 members 
Mstep: Class 8 contains 148251 members 
Mstep: Class 9 contains 118343 members 
Mstep: Class 10 contains 24230 members 
Mstep: Class 11 contains 211594 members 
Mstep: Class 12 contains 29029 members 
Mstep: Class 13 contains 39114 members 
Mstep: Class 14 contains 68323 members 
Mstep: Class 15 contains 442268 members 
Mstep: Class 16 contains 31661 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 72463 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 161244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146298224.000000 Penalty: 71172.750000
Iteration 37Q: 21 clusters Score -1.462982e+08 nChanged 16407
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 29118 members 
Mstep: Class 3 contains 38300 members 
Mstep: Class 4 contains 20164 members 
Mstep: Class 5 contains 175061 members 
Mstep: Class 6 contains 24122 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 148165 members 
Mstep: Class 9 contains 113327 members 
Mstep: Class 10 contains 24759 members 
Mstep: Class 11 contains 213331 members 
Mstep: Class 12 contains 28918 members 
Mstep: Class 13 contains 38936 members 
Mstep: Class 14 contains 69849 members 
Mstep: Class 15 contains 443345 members 
Mstep: Class 16 contains 31528 members 
Mstep: Class 17 contains 31082 members 
Mstep: Class 18 contains 72059 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 162133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3524.388916 but Gain 3558.632812
Score: -146304400.000000 Penalty: 67614.117188
Iteration 38Q: 20 clusters Score -1.463044e+08 nChanged 17151
Entering ConstructFrom: 
Score: -146304400.000000 Penalty: 67614.117188
Entering ConstructFrom: 
Trying to split cluster 1 (12193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Entering Unmasked Estep 
Score: -1094923.250000 Penalty: 2333.336914
	Iteration 0F: 2 clusters Score -1094923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1085878.375000 Penalty: 4666.673828
	Iteration 0F: 3 clusters Score -1085878 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1088674.625000 Penalty: 4666.673828
	Iteration 1F: 3 clusters Score -1088675 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1088996.375000 Penalty: 4666.673828
	Iteration 2F: 3 clusters Score -1088996 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1089273.125000 Penalty: 4666.673828
	Iteration 3F: 3 clusters Score -1089273 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1089537.250000 Penalty: 4666.673828
	Iteration 4Q: 3 clusters Score -1089537 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1089796.250000 Penalty: 4666.673828
	Iteration 5Q: 3 clusters Score -1089796 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1090042.875000 Penalty: 4666.673828
	Iteration 6Q: 3 clusters Score -1090043 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1090300.750000 Penalty: 4666.673828
	Iteration 7Q: 3 clusters Score -1090301 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1090588.375000 Penalty: 4666.673828
	Iteration 8Q: 3 clusters Score -1090588 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1090877.500000 Penalty: 4666.673828
	Iteration 9Q: 3 clusters Score -1090878 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1091197.375000 Penalty: 4666.673828
	Iteration 10Q: 3 clusters Score -1091197 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1091570.000000 Penalty: 4666.673828
	Iteration 11Q: 3 clusters Score -1091570 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1091889.125000 Penalty: 4666.673828
	Iteration 12Q: 3 clusters Score -1091889 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1092169.250000 Penalty: 4666.673828
	Iteration 13Q: 3 clusters Score -1092169 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1092336.375000 Penalty: 4666.673828
	Iteration 14Q: 3 clusters Score -1092336 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1092452.125000 Penalty: 4666.673828
	Iteration 15Q: 3 clusters Score -1092452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1092515.000000 Penalty: 4666.673828
	Iteration 16Q: 3 clusters Score -1092515 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1092557.500000 Penalty: 4666.673828
	Iteration 17Q: 3 clusters Score -1092558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1092592.250000 Penalty: 4666.673828
	Iteration 18Q: 3 clusters Score -1092592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1092615.625000 Penalty: 4666.673828
	Iteration 19Q: 3 clusters Score -1092616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1092627.875000 Penalty: 4666.673828
	Iteration 20F: 3 clusters Score -1092628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1092643.875000 Penalty: 4666.673828
	Iteration 21Q: 3 clusters Score -1092644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1092666.875000 Penalty: 4666.673828
	Iteration 22Q: 3 clusters Score -1092667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1092680.750000 Penalty: 4666.673828
	Iteration 23Q: 3 clusters Score -1092681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1092690.375000 Penalty: 4666.673828
	Iteration 24Q: 3 clusters Score -1092690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1092699.875000 Penalty: 4666.673828
	Iteration 25Q: 3 clusters Score -1092700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1092712.625000 Penalty: 4666.673828
	Iteration 26Q: 3 clusters Score -1092713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1092722.500000 Penalty: 4666.673828
	Iteration 27Q: 3 clusters Score -1092722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1092728.500000 Penalty: 4666.673828
	Iteration 28Q: 3 clusters Score -1092728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1092738.750000 Penalty: 4666.673828
	Iteration 29Q: 3 clusters Score -1092739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1092743.750000 Penalty: 4666.673828
	Iteration 30Q: 3 clusters Score -1092744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1092748.125000 Penalty: 4666.673828
	Iteration 31Q: 3 clusters Score -1092748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1092748.750000 Penalty: 4666.673828
	Iteration 32Q: 3 clusters Score -1092749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1092752.750000 Penalty: 4666.673828
	Iteration 33Q: 3 clusters Score -1092753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1092752.875000 Penalty: 4666.673828
	Iteration 34Q: 3 clusters Score -1092753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1092757.125000 Penalty: 4666.673828
	Iteration 35Q: 3 clusters Score -1092757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1092759.250000 Penalty: 4666.673828
	Iteration 36Q: 3 clusters Score -1092759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1092761.000000 Penalty: 4666.673828
	Iteration 37Q: 3 clusters Score -1092761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1092764.250000 Penalty: 4666.673828
	Iteration 38Q: 3 clusters Score -1092764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1092764.500000 Penalty: 4666.673828
	Iteration 39Q: 3 clusters Score -1092764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1092764.875000 Penalty: 4666.673828
	Iteration 40F: 3 clusters Score -1092765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1092765.250000 Penalty: 4666.673828
	Iteration 41Q: 3 clusters Score -1092765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1092767.000000 Penalty: 4666.673828
	Iteration 42Q: 3 clusters Score -1092767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1092767.875000 Penalty: 4666.673828
	Iteration 43Q: 3 clusters Score -1092768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1092768.750000 Penalty: 4666.673828
	Iteration 44Q: 3 clusters Score -1092769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1092768.625000 Penalty: 4666.673828
	Iteration 45Q: 3 clusters Score -1092769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1092770.625000 Penalty: 4666.673828
	Iteration 46Q: 3 clusters Score -1092771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1092770.125000 Penalty: 4666.673828
	Iteration 47Q: 3 clusters Score -1092770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1092770.875000 Penalty: 4666.673828
	Iteration 48Q: 3 clusters Score -1092771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1092769.625000 Penalty: 4666.673828
	Iteration 49Q: 3 clusters Score -1092770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1092770.375000 Penalty: 4666.673828
	Iteration 50Q: 3 clusters Score -1092770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1092773.250000 Penalty: 4666.673828
	Iteration 51Q: 3 clusters Score -1092773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1092772.750000 Penalty: 4666.673828
	Iteration 52Q: 3 clusters Score -1092773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1092773.875000 Penalty: 4666.673828
	Iteration 53Q: 3 clusters Score -1092774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1092773.875000 Penalty: 4666.673828
	Iteration 54F: 3 clusters Score -1092774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Entering Unmasked Estep 
Score: -2781721.500000 Penalty: 2555.842041
	Iteration 0F: 2 clusters Score -2781722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2761249.500000 Penalty: 5111.684082
	Iteration 0F: 3 clusters Score -2761250 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2768473.000000 Penalty: 5111.684082
	Iteration 1F: 3 clusters Score -2768473 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2768890.750000 Penalty: 5111.684082
	Iteration 2Q: 3 clusters Score -2768891 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2769206.000000 Penalty: 5111.684082
	Iteration 3Q: 3 clusters Score -2769206 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2769488.500000 Penalty: 5111.684082
	Iteration 4Q: 3 clusters Score -2769488 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2769725.250000 Penalty: 5111.684082
	Iteration 5Q: 3 clusters Score -2769725 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2769940.250000 Penalty: 5111.684082
	Iteration 6Q: 3 clusters Score -2769940 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2770150.000000 Penalty: 5111.684082
	Iteration 7Q: 3 clusters Score -2770150 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2770358.250000 Penalty: 5111.684082
	Iteration 8Q: 3 clusters Score -2770358 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2770569.500000 Penalty: 5111.684082
	Iteration 9Q: 3 clusters Score -2770570 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2770814.750000 Penalty: 5111.684082
	Iteration 10Q: 3 clusters Score -2770815 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2771183.250000 Penalty: 5111.684082
	Iteration 11Q: 3 clusters Score -2771183 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2771719.000000 Penalty: 5111.684082
	Iteration 12Q: 3 clusters Score -2771719 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2772546.750000 Penalty: 5111.684082
	Iteration 13Q: 3 clusters Score -2772547 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2773570.750000 Penalty: 5111.684082
	Iteration 14Q: 3 clusters Score -2773571 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2774440.000000 Penalty: 5111.684082
	Iteration 15Q: 3 clusters Score -2774440 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2774913.750000 Penalty: 5111.684082
	Iteration 16Q: 3 clusters Score -2774914 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2775116.000000 Penalty: 5111.684082
	Iteration 17Q: 3 clusters Score -2775116 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2775272.750000 Penalty: 5111.684082
	Iteration 18Q: 3 clusters Score -2775273 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2775367.750000 Penalty: 5111.684082
	Iteration 19Q: 3 clusters Score -2775368 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2775469.750000 Penalty: 5111.684082
	Iteration 20F: 3 clusters Score -2775470 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2775563.750000 Penalty: 5111.684082
	Iteration 21Q: 3 clusters Score -2775564 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2775630.500000 Penalty: 5111.684082
	Iteration 22Q: 3 clusters Score -2775630 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2775695.000000 Penalty: 5111.684082
	Iteration 23Q: 3 clusters Score -2775695 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2775751.500000 Penalty: 5111.684082
	Iteration 24Q: 3 clusters Score -2775752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2775823.500000 Penalty: 5111.684082
	Iteration 25Q: 3 clusters Score -2775824 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2775870.750000 Penalty: 5111.684082
	Iteration 26Q: 3 clusters Score -2775871 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2775937.250000 Penalty: 5111.684082
	Iteration 27Q: 3 clusters Score -2775937 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2775973.500000 Penalty: 5111.684082
	Iteration 28Q: 3 clusters Score -2775974 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2775994.250000 Penalty: 5111.684082
	Iteration 29Q: 3 clusters Score -2775994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2776027.250000 Penalty: 5111.684082
	Iteration 30Q: 3 clusters Score -2776027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2776062.750000 Penalty: 5111.684082
	Iteration 31Q: 3 clusters Score -2776063 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2776086.000000 Penalty: 5111.684082
	Iteration 32Q: 3 clusters Score -2776086 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2776118.750000 Penalty: 5111.684082
	Iteration 33Q: 3 clusters Score -2776119 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2776150.750000 Penalty: 5111.684082
	Iteration 34Q: 3 clusters Score -2776151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2776190.500000 Penalty: 5111.684082
	Iteration 35Q: 3 clusters Score -2776190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2776229.250000 Penalty: 5111.684082
	Iteration 36Q: 3 clusters Score -2776229 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2776266.250000 Penalty: 5111.684082
	Iteration 37Q: 3 clusters Score -2776266 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2776305.000000 Penalty: 5111.684082
	Iteration 38Q: 3 clusters Score -2776305 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2776330.500000 Penalty: 5111.684082
	Iteration 39Q: 3 clusters Score -2776330 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2776366.750000 Penalty: 5111.684082
	Iteration 40F: 3 clusters Score -2776367 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2776385.500000 Penalty: 5111.684082
	Iteration 41Q: 3 clusters Score -2776386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2776417.500000 Penalty: 5111.684082
	Iteration 42Q: 3 clusters Score -2776418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2776424.000000 Penalty: 5111.684082
	Iteration 43Q: 3 clusters Score -2776424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2776445.000000 Penalty: 5111.684082
	Iteration 44Q: 3 clusters Score -2776445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2776461.500000 Penalty: 5111.684082
	Iteration 45Q: 3 clusters Score -2776462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2776489.500000 Penalty: 5111.684082
	Iteration 46Q: 3 clusters Score -2776490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2776504.500000 Penalty: 5111.684082
	Iteration 47Q: 3 clusters Score -2776504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2776510.000000 Penalty: 5111.684082
	Iteration 48Q: 3 clusters Score -2776510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2776514.750000 Penalty: 5111.684082
	Iteration 49Q: 3 clusters Score -2776515 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2776506.250000 Penalty: 5111.684082
	Iteration 50Q: 3 clusters Score -2776506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2776516.750000 Penalty: 5111.684082
	Iteration 51Q: 3 clusters Score -2776517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2776526.000000 Penalty: 5111.684082
	Iteration 52Q: 3 clusters Score -2776526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2776545.000000 Penalty: 5111.684082
	Iteration 53Q: 3 clusters Score -2776545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2776550.250000 Penalty: 5111.684082
	Iteration 54Q: 3 clusters Score -2776550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2776557.500000 Penalty: 5111.684082
	Iteration 55Q: 3 clusters Score -2776558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2776568.250000 Penalty: 5111.684082
	Iteration 56Q: 3 clusters Score -2776568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2776583.500000 Penalty: 5111.684082
	Iteration 57Q: 3 clusters Score -2776584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2776583.500000 Penalty: 5111.684082
	Iteration 58Q: 3 clusters Score -2776584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2776600.250000 Penalty: 5111.684082
	Iteration 59Q: 3 clusters Score -2776600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2776609.750000 Penalty: 5111.684082
	Iteration 60F: 3 clusters Score -2776610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2776627.250000 Penalty: 5111.684082
	Iteration 61Q: 3 clusters Score -2776627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2776630.500000 Penalty: 5111.684082
	Iteration 62Q: 3 clusters Score -2776630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2776642.000000 Penalty: 5111.684082
	Iteration 63Q: 3 clusters Score -2776642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2776648.750000 Penalty: 5111.684082
	Iteration 64Q: 3 clusters Score -2776649 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2776671.000000 Penalty: 5111.684082
	Iteration 65Q: 3 clusters Score -2776671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2776695.500000 Penalty: 5111.684082
	Iteration 66Q: 3 clusters Score -2776696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2776722.250000 Penalty: 5111.684082
	Iteration 67Q: 3 clusters Score -2776722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2776737.250000 Penalty: 5111.684082
	Iteration 68Q: 3 clusters Score -2776737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2776760.250000 Penalty: 5111.684082
	Iteration 69Q: 3 clusters Score -2776760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2776781.250000 Penalty: 5111.684082
	Iteration 70Q: 3 clusters Score -2776781 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2776812.250000 Penalty: 5111.684082
	Iteration 71Q: 3 clusters Score -2776812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2776838.750000 Penalty: 5111.684082
	Iteration 72Q: 3 clusters Score -2776839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2776858.500000 Penalty: 5111.684082
	Iteration 73Q: 3 clusters Score -2776858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2776905.000000 Penalty: 5111.684082
	Iteration 74Q: 3 clusters Score -2776905 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2776925.500000 Penalty: 5111.684082
	Iteration 75Q: 3 clusters Score -2776926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2776972.000000 Penalty: 5111.684082
	Iteration 76Q: 3 clusters Score -2776972 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2777005.500000 Penalty: 5111.684082
	Iteration 77Q: 3 clusters Score -2777006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2777042.000000 Penalty: 5111.684082
	Iteration 78Q: 3 clusters Score -2777042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2777087.750000 Penalty: 5111.684082
	Iteration 79Q: 3 clusters Score -2777088 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2777134.000000 Penalty: 5111.684082
	Iteration 80F: 3 clusters Score -2777134 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2777189.000000 Penalty: 5111.684082
	Iteration 81Q: 3 clusters Score -2777189 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2777241.250000 Penalty: 5111.684082
	Iteration 82Q: 3 clusters Score -2777241 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2777282.750000 Penalty: 5111.684082
	Iteration 83Q: 3 clusters Score -2777283 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2777326.750000 Penalty: 5111.684082
	Iteration 84Q: 3 clusters Score -2777327 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2777381.250000 Penalty: 5111.684082
	Iteration 85Q: 3 clusters Score -2777381 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2777424.250000 Penalty: 5111.684082
	Iteration 86Q: 3 clusters Score -2777424 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2777488.500000 Penalty: 5111.684082
	Iteration 87Q: 3 clusters Score -2777488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2777549.250000 Penalty: 5111.684082
	Iteration 88Q: 3 clusters Score -2777549 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2777622.250000 Penalty: 5111.684082
	Iteration 89Q: 3 clusters Score -2777622 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2777691.500000 Penalty: 5111.684082
	Iteration 90Q: 3 clusters Score -2777692 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2777769.000000 Penalty: 5111.684082
	Iteration 91Q: 3 clusters Score -2777769 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2777841.500000 Penalty: 5111.684082
	Iteration 92Q: 3 clusters Score -2777842 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2777913.000000 Penalty: 5111.684082
	Iteration 93Q: 3 clusters Score -2777913 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2778008.750000 Penalty: 5111.684082
	Iteration 94Q: 3 clusters Score -2778009 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2778084.000000 Penalty: 5111.684082
	Iteration 95Q: 3 clusters Score -2778084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2778180.000000 Penalty: 5111.684082
	Iteration 96Q: 3 clusters Score -2778180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2778241.000000 Penalty: 5111.684082
	Iteration 97Q: 3 clusters Score -2778241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2778316.750000 Penalty: 5111.684082
	Iteration 98Q: 3 clusters Score -2778317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2778404.250000 Penalty: 5111.684082
	Iteration 99Q: 3 clusters Score -2778404 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2778488.750000 Penalty: 5111.684082
	Iteration 100F: 3 clusters Score -2778489 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2778575.000000 Penalty: 5111.684082
	Iteration 101Q: 3 clusters Score -2778575 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2778643.250000 Penalty: 5111.684082
	Iteration 102Q: 3 clusters Score -2778643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2778714.750000 Penalty: 5111.684082
	Iteration 103Q: 3 clusters Score -2778715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2778781.250000 Penalty: 5111.684082
	Iteration 104Q: 3 clusters Score -2778781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2778850.250000 Penalty: 5111.684082
	Iteration 105Q: 3 clusters Score -2778850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2778900.000000 Penalty: 5111.684082
	Iteration 106Q: 3 clusters Score -2778900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2778953.750000 Penalty: 5111.684082
	Iteration 107Q: 3 clusters Score -2778954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2779008.500000 Penalty: 5111.684082
	Iteration 108Q: 3 clusters Score -2779008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2779056.750000 Penalty: 5111.684082
	Iteration 109Q: 3 clusters Score -2779057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2779102.250000 Penalty: 5111.684082
	Iteration 110Q: 3 clusters Score -2779102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2779152.500000 Penalty: 5111.684082
	Iteration 111Q: 3 clusters Score -2779152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2779203.000000 Penalty: 5111.684082
	Iteration 112Q: 3 clusters Score -2779203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2779242.750000 Penalty: 5111.684082
	Iteration 113Q: 3 clusters Score -2779243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2779277.750000 Penalty: 5111.684082
	Iteration 114Q: 3 clusters Score -2779278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2779306.750000 Penalty: 5111.684082
	Iteration 115Q: 3 clusters Score -2779307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2779333.750000 Penalty: 5111.684082
	Iteration 116Q: 3 clusters Score -2779334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2779356.500000 Penalty: 5111.684082
	Iteration 117Q: 3 clusters Score -2779356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2779380.250000 Penalty: 5111.684082
	Iteration 118Q: 3 clusters Score -2779380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2779389.500000 Penalty: 5111.684082
	Iteration 119Q: 3 clusters Score -2779390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2779402.500000 Penalty: 5111.684082
	Iteration 120F: 3 clusters Score -2779402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2779409.250000 Penalty: 5111.684082
	Iteration 121Q: 3 clusters Score -2779409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2779419.000000 Penalty: 5111.684082
	Iteration 122Q: 3 clusters Score -2779419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2779432.250000 Penalty: 5111.684082
	Iteration 123Q: 3 clusters Score -2779432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2779434.000000 Penalty: 5111.684082
	Iteration 124Q: 3 clusters Score -2779434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2779446.000000 Penalty: 5111.684082
	Iteration 125Q: 3 clusters Score -2779446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2779452.750000 Penalty: 5111.684082
	Iteration 126Q: 3 clusters Score -2779453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2779459.500000 Penalty: 5111.684082
	Iteration 127Q: 3 clusters Score -2779460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2779461.500000 Penalty: 5111.684082
	Iteration 128Q: 3 clusters Score -2779462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2779463.250000 Penalty: 5111.684082
	Iteration 129Q: 3 clusters Score -2779463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2779462.750000 Penalty: 5111.684082
	Iteration 130Q: 3 clusters Score -2779463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2779465.500000 Penalty: 5111.684082
	Iteration 131Q: 3 clusters Score -2779466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2779465.500000 Penalty: 5111.684082
	Iteration 132F: 3 clusters Score -2779466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Entering Unmasked Estep 
Score: -3350046.500000 Penalty: 2619.329102
	Iteration 0F: 2 clusters Score -3350046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3323912.250000 Penalty: 5238.658203
	Iteration 0F: 3 clusters Score -3323912 nChanged 17506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3333749.250000 Penalty: 5238.658203
	Iteration 1F: 3 clusters Score -3333749 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3334306.000000 Penalty: 5238.658203
	Iteration 2Q: 3 clusters Score -3334306 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3335051.750000 Penalty: 5238.658203
	Iteration 3Q: 3 clusters Score -3335052 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3335991.750000 Penalty: 5238.658203
	Iteration 4Q: 3 clusters Score -3335992 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3337377.250000 Penalty: 5238.658203
	Iteration 5F: 3 clusters Score -3337377 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3339181.500000 Penalty: 5238.658203
	Iteration 6F: 3 clusters Score -3339182 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3341292.750000 Penalty: 5238.658203
	Iteration 7F: 3 clusters Score -3341293 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3343212.750000 Penalty: 5238.658203
	Iteration 8F: 3 clusters Score -3343213 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3344620.750000 Penalty: 5238.658203
	Iteration 9Q: 3 clusters Score -3344621 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3345570.250000 Penalty: 5238.658203
	Iteration 10Q: 3 clusters Score -3345570 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3346205.750000 Penalty: 5238.658203
	Iteration 11Q: 3 clusters Score -3346206 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -3346566.750000 Penalty: 5238.658203
	Iteration 12Q: 3 clusters Score -3346567 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -3346843.500000 Penalty: 5238.658203
	Iteration 13Q: 3 clusters Score -3346844 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -3347039.250000 Penalty: 5238.658203
	Iteration 14Q: 3 clusters Score -3347039 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3347168.250000 Penalty: 5238.658203
	Iteration 15Q: 3 clusters Score -3347168 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3347240.000000 Penalty: 5238.658203
	Iteration 16Q: 3 clusters Score -3347240 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -3347303.750000 Penalty: 5238.658203
	Iteration 17Q: 3 clusters Score -3347304 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -3347363.500000 Penalty: 5238.658203
	Iteration 18Q: 3 clusters Score -3347364 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -3347410.500000 Penalty: 5238.658203
	Iteration 19Q: 3 clusters Score -3347410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -3347458.000000 Penalty: 5238.658203
	Iteration 20F: 3 clusters Score -3347458 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -3347500.250000 Penalty: 5238.658203
	Iteration 21Q: 3 clusters Score -3347500 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -3347549.500000 Penalty: 5238.658203
	Iteration 22Q: 3 clusters Score -3347550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3347597.750000 Penalty: 5238.658203
	Iteration 23Q: 3 clusters Score -3347598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -3347646.000000 Penalty: 5238.658203
	Iteration 24Q: 3 clusters Score -3347646 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -3347686.250000 Penalty: 5238.658203
	Iteration 25Q: 3 clusters Score -3347686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -3347738.000000 Penalty: 5238.658203
	Iteration 26Q: 3 clusters Score -3347738 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3347776.750000 Penalty: 5238.658203
	Iteration 27Q: 3 clusters Score -3347777 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -3347815.000000 Penalty: 5238.658203
	Iteration 28Q: 3 clusters Score -3347815 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3347845.250000 Penalty: 5238.658203
	Iteration 29Q: 3 clusters Score -3347845 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3347874.500000 Penalty: 5238.658203
	Iteration 30Q: 3 clusters Score -3347874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3347908.250000 Penalty: 5238.658203
	Iteration 31Q: 3 clusters Score -3347908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3347934.250000 Penalty: 5238.658203
	Iteration 32Q: 3 clusters Score -3347934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -3347953.250000 Penalty: 5238.658203
	Iteration 33Q: 3 clusters Score -3347953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3347976.250000 Penalty: 5238.658203
	Iteration 34Q: 3 clusters Score -3347976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3347998.250000 Penalty: 5238.658203
	Iteration 35Q: 3 clusters Score -3347998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -3348015.500000 Penalty: 5238.658203
	Iteration 36Q: 3 clusters Score -3348016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -3348040.250000 Penalty: 5238.658203
	Iteration 37Q: 3 clusters Score -3348040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3348054.250000 Penalty: 5238.658203
	Iteration 38Q: 3 clusters Score -3348054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3348069.000000 Penalty: 5238.658203
	Iteration 39Q: 3 clusters Score -3348069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -3348092.250000 Penalty: 5238.658203
	Iteration 40F: 3 clusters Score -3348092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3348108.750000 Penalty: 5238.658203
	Iteration 41Q: 3 clusters Score -3348109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -3348128.250000 Penalty: 5238.658203
	Iteration 42Q: 3 clusters Score -3348128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -3348139.000000 Penalty: 5238.658203
	Iteration 43Q: 3 clusters Score -3348139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -3348152.750000 Penalty: 5238.658203
	Iteration 44Q: 3 clusters Score -3348153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -3348162.250000 Penalty: 5238.658203
	Iteration 45Q: 3 clusters Score -3348162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -3348179.000000 Penalty: 5238.658203
	Iteration 46Q: 3 clusters Score -3348179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -3348174.750000 Penalty: 5238.658203
	Iteration 47Q: 3 clusters Score -3348175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -3348184.000000 Penalty: 5238.658203
	Iteration 48Q: 3 clusters Score -3348184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -3348187.750000 Penalty: 5238.658203
	Iteration 49Q: 3 clusters Score -3348188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3348197.250000 Penalty: 5238.658203
	Iteration 50Q: 3 clusters Score -3348197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -3348198.500000 Penalty: 5238.658203
	Iteration 51Q: 3 clusters Score -3348198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -3348206.750000 Penalty: 5238.658203
	Iteration 52Q: 3 clusters Score -3348207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3348211.250000 Penalty: 5238.658203
	Iteration 53Q: 3 clusters Score -3348211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -3348218.250000 Penalty: 5238.658203
	Iteration 54Q: 3 clusters Score -3348218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3348227.250000 Penalty: 5238.658203
	Iteration 55Q: 3 clusters Score -3348227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -3348217.250000 Penalty: 5238.658203
	Iteration 56Q: 3 clusters Score -3348217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -3348227.750000 Penalty: 5238.658203
	Iteration 57Q: 3 clusters Score -3348228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3348236.000000 Penalty: 5238.658203
	Iteration 58Q: 3 clusters Score -3348236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -3348241.250000 Penalty: 5238.658203
	Iteration 59Q: 3 clusters Score -3348241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -3348242.000000 Penalty: 5238.658203
	Iteration 60F: 3 clusters Score -3348242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -3348242.750000 Penalty: 5238.658203
	Iteration 61Q: 3 clusters Score -3348243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3348248.000000 Penalty: 5238.658203
	Iteration 62Q: 3 clusters Score -3348248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -3348247.000000 Penalty: 5238.658203
	Iteration 63Q: 3 clusters Score -3348247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3348247.250000 Penalty: 5238.658203
	Iteration 64Q: 3 clusters Score -3348247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3348245.750000 Penalty: 5238.658203
	Iteration 65Q: 3 clusters Score -3348246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -3348250.000000 Penalty: 5238.658203
	Iteration 66Q: 3 clusters Score -3348250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3348253.000000 Penalty: 5238.658203
	Iteration 67Q: 3 clusters Score -3348253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -3348255.500000 Penalty: 5238.658203
	Iteration 68Q: 3 clusters Score -3348256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3348250.750000 Penalty: 5238.658203
	Iteration 69Q: 3 clusters Score -3348251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3348250.000000 Penalty: 5238.658203
	Iteration 70Q: 3 clusters Score -3348250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3348254.250000 Penalty: 5238.658203
	Iteration 71Q: 3 clusters Score -3348254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3348264.500000 Penalty: 5238.658203
	Iteration 72Q: 3 clusters Score -3348264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -3348260.500000 Penalty: 5238.658203
	Iteration 73Q: 3 clusters Score -3348260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3348261.500000 Penalty: 5238.658203
	Iteration 74Q: 3 clusters Score -3348262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3348270.500000 Penalty: 5238.658203
	Iteration 75Q: 3 clusters Score -3348270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -3348270.750000 Penalty: 5238.658203
	Iteration 76Q: 3 clusters Score -3348271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -3348271.000000 Penalty: 5238.658203
	Iteration 77Q: 3 clusters Score -3348271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -3348268.000000 Penalty: 5238.658203
	Iteration 78Q: 3 clusters Score -3348268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -3348268.750000 Penalty: 5238.658203
	Iteration 79Q: 3 clusters Score -3348269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3348269.500000 Penalty: 5238.658203
	Iteration 80F: 3 clusters Score -3348270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -3348269.000000 Penalty: 5238.658203
	Iteration 81Q: 3 clusters Score -3348269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3348270.750000 Penalty: 5238.658203
	Iteration 82Q: 3 clusters Score -3348271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3348269.500000 Penalty: 5238.658203
	Iteration 83Q: 3 clusters Score -3348270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -3348274.000000 Penalty: 5238.658203
	Iteration 84Q: 3 clusters Score -3348274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -3348272.500000 Penalty: 5238.658203
	Iteration 85Q: 3 clusters Score -3348272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -3348272.750000 Penalty: 5238.658203
	Iteration 86Q: 3 clusters Score -3348273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -3348271.500000 Penalty: 5238.658203
	Iteration 87Q: 3 clusters Score -3348272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -3348274.250000 Penalty: 5238.658203
	Iteration 88Q: 3 clusters Score -3348274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -3348274.250000 Penalty: 5238.658203
	Iteration 89F: 3 clusters Score -3348274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Entering Unmasked Estep 
Score: -1818060.250000 Penalty: 2459.928223
	Iteration 0F: 2 clusters Score -1818060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1803707.875000 Penalty: 4919.856445
	Iteration 0F: 3 clusters Score -1803708 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1808559.625000 Penalty: 4919.856445
	Iteration 1F: 3 clusters Score -1808560 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1809248.500000 Penalty: 4919.856445
	Iteration 2F: 3 clusters Score -1809248 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1810030.250000 Penalty: 4919.856445
	Iteration 3F: 3 clusters Score -1810030 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1810866.250000 Penalty: 4919.856445
	Iteration 4F: 3 clusters Score -1810866 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1811835.250000 Penalty: 4919.856445
	Iteration 5F: 3 clusters Score -1811835 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1812898.625000 Penalty: 4919.856445
	Iteration 6F: 3 clusters Score -1812899 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1813888.500000 Penalty: 4919.856445
	Iteration 7F: 3 clusters Score -1813888 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1814683.250000 Penalty: 4919.856445
	Iteration 8F: 3 clusters Score -1814683 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1815255.375000 Penalty: 4919.856445
	Iteration 9Q: 3 clusters Score -1815255 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1815660.250000 Penalty: 4919.856445
	Iteration 10Q: 3 clusters Score -1815660 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1815880.500000 Penalty: 4919.856445
	Iteration 11Q: 3 clusters Score -1815880 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1816012.875000 Penalty: 4919.856445
	Iteration 12Q: 3 clusters Score -1816013 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1816101.125000 Penalty: 4919.856445
	Iteration 13Q: 3 clusters Score -1816101 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1816183.125000 Penalty: 4919.856445
	Iteration 14Q: 3 clusters Score -1816183 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1816254.250000 Penalty: 4919.856445
	Iteration 15Q: 3 clusters Score -1816254 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1816333.000000 Penalty: 4919.856445
	Iteration 16Q: 3 clusters Score -1816333 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1816402.250000 Penalty: 4919.856445
	Iteration 17Q: 3 clusters Score -1816402 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1816467.125000 Penalty: 4919.856445
	Iteration 18Q: 3 clusters Score -1816467 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1816519.375000 Penalty: 4919.856445
	Iteration 19Q: 3 clusters Score -1816519 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1816562.875000 Penalty: 4919.856445
	Iteration 20F: 3 clusters Score -1816563 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1816604.500000 Penalty: 4919.856445
	Iteration 21Q: 3 clusters Score -1816604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1816650.875000 Penalty: 4919.856445
	Iteration 22Q: 3 clusters Score -1816651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1816675.750000 Penalty: 4919.856445
	Iteration 23Q: 3 clusters Score -1816676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1816728.625000 Penalty: 4919.856445
	Iteration 24Q: 3 clusters Score -1816729 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1816769.500000 Penalty: 4919.856445
	Iteration 25Q: 3 clusters Score -1816770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1816814.000000 Penalty: 4919.856445
	Iteration 26Q: 3 clusters Score -1816814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1816859.125000 Penalty: 4919.856445
	Iteration 27Q: 3 clusters Score -1816859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1816891.250000 Penalty: 4919.856445
	Iteration 28Q: 3 clusters Score -1816891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1816929.750000 Penalty: 4919.856445
	Iteration 29Q: 3 clusters Score -1816930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1816953.750000 Penalty: 4919.856445
	Iteration 30Q: 3 clusters Score -1816954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1816983.750000 Penalty: 4919.856445
	Iteration 31Q: 3 clusters Score -1816984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1817010.125000 Penalty: 4919.856445
	Iteration 32Q: 3 clusters Score -1817010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1817029.250000 Penalty: 4919.856445
	Iteration 33Q: 3 clusters Score -1817029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1817056.375000 Penalty: 4919.856445
	Iteration 34Q: 3 clusters Score -1817056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -1817065.375000 Penalty: 4919.856445
	Iteration 35Q: 3 clusters Score -1817065 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1817084.500000 Penalty: 4919.856445
	Iteration 36Q: 3 clusters Score -1817084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1817097.250000 Penalty: 4919.856445
	Iteration 37Q: 3 clusters Score -1817097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1817123.000000 Penalty: 4919.856445
	Iteration 38Q: 3 clusters Score -1817123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1817133.750000 Penalty: 4919.856445
	Iteration 39Q: 3 clusters Score -1817134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1817145.625000 Penalty: 4919.856445
	Iteration 40F: 3 clusters Score -1817146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1817153.875000 Penalty: 4919.856445
	Iteration 41Q: 3 clusters Score -1817154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1817166.000000 Penalty: 4919.856445
	Iteration 42Q: 3 clusters Score -1817166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1817167.625000 Penalty: 4919.856445
	Iteration 43Q: 3 clusters Score -1817168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1817172.125000 Penalty: 4919.856445
	Iteration 44Q: 3 clusters Score -1817172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1817174.000000 Penalty: 4919.856445
	Iteration 45Q: 3 clusters Score -1817174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1817181.000000 Penalty: 4919.856445
	Iteration 46Q: 3 clusters Score -1817181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1817180.125000 Penalty: 4919.856445
	Iteration 47Q: 3 clusters Score -1817180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1817183.750000 Penalty: 4919.856445
	Iteration 48Q: 3 clusters Score -1817184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1817182.875000 Penalty: 4919.856445
	Iteration 49Q: 3 clusters Score -1817183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1817182.875000 Penalty: 4919.856445
	Iteration 50F: 3 clusters Score -1817183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Entering Unmasked Estep 
Score: -15547877.000000 Penalty: 2992.409424
	Iteration 0F: 2 clusters Score -1.554788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -15431631.000000 Penalty: 5984.818848
	Iteration 0F: 3 clusters Score -1.543163e+07 nChanged 83160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -15480700.000000 Penalty: 5984.818848
	Iteration 1F: 3 clusters Score -1.54807e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -15482366.000000 Penalty: 5984.818848
	Iteration 2Q: 3 clusters Score -1.548237e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -15485017.000000 Penalty: 5984.818848
	Iteration 3Q: 3 clusters Score -1.548502e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -15489130.000000 Penalty: 5984.818848
	Iteration 4Q: 3 clusters Score -1.548913e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -15494695.000000 Penalty: 5984.818848
	Iteration 5F: 3 clusters Score -1.54947e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 97161 members 
Entering Unmasked Estep 
Score: -15501555.000000 Penalty: 5984.818848
	Iteration 6F: 3 clusters Score -1.550156e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -15508615.000000 Penalty: 5984.818848
	Iteration 7F: 3 clusters Score -1.550862e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -15514655.000000 Penalty: 5984.818848
	Iteration 8F: 3 clusters Score -1.551466e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -15519224.000000 Penalty: 5984.818848
	Iteration 9F: 3 clusters Score -1.551922e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -15522091.000000 Penalty: 5984.818848
	Iteration 10Q: 3 clusters Score -1.552209e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 109593 members 
Entering Unmasked Estep 
Score: -15524017.000000 Penalty: 5984.818848
	Iteration 11Q: 3 clusters Score -1.552402e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -15525285.000000 Penalty: 5984.818848
	Iteration 12Q: 3 clusters Score -1.552528e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 114540 members 
Entering Unmasked Estep 
Score: -15526363.000000 Penalty: 5984.818848
	Iteration 13Q: 3 clusters Score -1.552636e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -15527365.000000 Penalty: 5984.818848
	Iteration 14Q: 3 clusters Score -1.552736e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -15528341.000000 Penalty: 5984.818848
	Iteration 15Q: 3 clusters Score -1.552834e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 122536 members 
Entering Unmasked Estep 
Score: -15529188.000000 Penalty: 5984.818848
	Iteration 16Q: 3 clusters Score -1.552919e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -15530080.000000 Penalty: 5984.818848
	Iteration 17Q: 3 clusters Score -1.553008e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -15530996.000000 Penalty: 5984.818848
	Iteration 18Q: 3 clusters Score -1.5531e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 130851 members 
Entering Unmasked Estep 
Score: -15531772.000000 Penalty: 5984.818848
	Iteration 19Q: 3 clusters Score -1.553177e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 133648 members 
Entering Unmasked Estep 
Score: -15532683.000000 Penalty: 5984.818848
	Iteration 20F: 3 clusters Score -1.553268e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 136458 members 
Entering Unmasked Estep 
Score: -15533474.000000 Penalty: 5984.818848
	Iteration 21Q: 3 clusters Score -1.553347e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 139331 members 
Entering Unmasked Estep 
Score: -15534460.000000 Penalty: 5984.818848
	Iteration 22Q: 3 clusters Score -1.553446e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -15535451.000000 Penalty: 5984.818848
	Iteration 23Q: 3 clusters Score -1.553545e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 144887 members 
Entering Unmasked Estep 
Score: -15536500.000000 Penalty: 5984.818848
	Iteration 24Q: 3 clusters Score -1.55365e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -15537523.000000 Penalty: 5984.818848
	Iteration 25Q: 3 clusters Score -1.553752e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -15538592.000000 Penalty: 5984.818848
	Iteration 26Q: 3 clusters Score -1.553859e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -15539637.000000 Penalty: 5984.818848
	Iteration 27Q: 3 clusters Score -1.553964e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -15540858.000000 Penalty: 5984.818848
	Iteration 28Q: 3 clusters Score -1.554086e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 158428 members 
Entering Unmasked Estep 
Score: -15542039.000000 Penalty: 5984.818848
	Iteration 29Q: 3 clusters Score -1.554204e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -15543172.000000 Penalty: 5984.818848
	Iteration 30Q: 3 clusters Score -1.554317e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -15544251.000000 Penalty: 5984.818848
	Iteration 31Q: 3 clusters Score -1.554425e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -15545191.000000 Penalty: 5984.818848
	Iteration 32Q: 3 clusters Score -1.554519e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -15546170.000000 Penalty: 5984.818848
	Iteration 33Q: 3 clusters Score -1.554617e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -15546800.000000 Penalty: 5984.818848
	Iteration 34Q: 3 clusters Score -1.55468e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -15547420.000000 Penalty: 5984.818848
	Iteration 35Q: 3 clusters Score -1.554742e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 169255 members 
Entering Unmasked Estep 
Score: -15547931.000000 Penalty: 5984.818848
	Iteration 36Q: 3 clusters Score -1.554793e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -15548333.000000 Penalty: 5984.818848
	Iteration 37Q: 3 clusters Score -1.554833e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -15548603.000000 Penalty: 5984.818848
	Iteration 38Q: 3 clusters Score -1.55486e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -15548847.000000 Penalty: 5984.818848
	Iteration 39Q: 3 clusters Score -1.554885e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -15549132.000000 Penalty: 5984.818848
	Iteration 40F: 3 clusters Score -1.554913e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -15549364.000000 Penalty: 5984.818848
	Iteration 41Q: 3 clusters Score -1.554936e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -15549529.000000 Penalty: 5984.818848
	Iteration 42Q: 3 clusters Score -1.554953e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 171028 members 
Entering Unmasked Estep 
Score: -15549640.000000 Penalty: 5984.818848
	Iteration 43Q: 3 clusters Score -1.554964e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -15549750.000000 Penalty: 5984.818848
	Iteration 44Q: 3 clusters Score -1.554975e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -15549815.000000 Penalty: 5984.818848
	Iteration 45Q: 3 clusters Score -1.554982e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 171162 members 
Entering Unmasked Estep 
Score: -15549850.000000 Penalty: 5984.818848
	Iteration 46Q: 3 clusters Score -1.554985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 171177 members 
Entering Unmasked Estep 
Score: -15549833.000000 Penalty: 5984.818848
	Iteration 47Q: 3 clusters Score -1.554983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -15549856.000000 Penalty: 5984.818848
	Iteration 48Q: 3 clusters Score -1.554986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -15549845.000000 Penalty: 5984.818848
	Iteration 49Q: 3 clusters Score -1.554984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -15549858.000000 Penalty: 5984.818848
	Iteration 50Q: 3 clusters Score -1.554986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -15549872.000000 Penalty: 5984.818848
	Iteration 51Q: 3 clusters Score -1.554987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 171172 members 
Entering Unmasked Estep 
Score: -15549877.000000 Penalty: 5984.818848
	Iteration 52Q: 3 clusters Score -1.554988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 171172 members 
Entering Unmasked Estep 
Score: -15549875.000000 Penalty: 5984.818848
	Iteration 53Q: 3 clusters Score -1.554988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -15549877.000000 Penalty: 5984.818848
	Iteration 54Q: 3 clusters Score -1.554988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 171174 members 
Entering Unmasked Estep 
Score: -15549869.000000 Penalty: 5984.818848
	Iteration 55Q: 3 clusters Score -1.554987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -15549884.000000 Penalty: 5984.818848
	Iteration 56Q: 3 clusters Score -1.554988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -15549886.000000 Penalty: 5984.818848
	Iteration 57Q: 3 clusters Score -1.554989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -15549889.000000 Penalty: 5984.818848
	Iteration 58Q: 3 clusters Score -1.554989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -15549883.000000 Penalty: 5984.818848
	Iteration 59Q: 3 clusters Score -1.554988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -15549886.000000 Penalty: 5984.818848
	Iteration 60F: 3 clusters Score -1.554989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -15549867.000000 Penalty: 5984.818848
	Iteration 61Q: 3 clusters Score -1.554987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -15549880.000000 Penalty: 5984.818848
	Iteration 62Q: 3 clusters Score -1.554988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -15549880.000000 Penalty: 5984.818848
	Iteration 63Q: 3 clusters Score -1.554988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -15549877.000000 Penalty: 5984.818848
	Iteration 64Q: 3 clusters Score -1.554988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -15549877.000000 Penalty: 5984.818848
	Iteration 65F: 3 clusters Score -1.554988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 108407 members 
Mstep: Class 10 contains 25114 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 38772 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 444678 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 30941 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Entering Unmasked Estep 
Score: -146310512.000000 Penalty: 71172.750000
Splitting cluster 5 changes total score from -146304400.000000 to -146310512.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (24613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Entering Unmasked Estep 
Score: -2173162.750000 Penalty: 2507.535400
	Iteration 0F: 2 clusters Score -2173163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2156147.250000 Penalty: 5015.070801
	Iteration 0F: 3 clusters Score -2156147 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2162040.000000 Penalty: 5015.070801
	Iteration 1F: 3 clusters Score -2162040 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2162480.250000 Penalty: 5015.070801
	Iteration 2Q: 3 clusters Score -2162480 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2162973.500000 Penalty: 5015.070801
	Iteration 3Q: 3 clusters Score -2162974 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2163562.250000 Penalty: 5015.070801
	Iteration 4F: 3 clusters Score -2163562 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2164396.500000 Penalty: 5015.070801
	Iteration 5F: 3 clusters Score -2164396 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2165600.500000 Penalty: 5015.070801
	Iteration 6F: 3 clusters Score -2165600 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2167050.000000 Penalty: 5015.070801
	Iteration 7F: 3 clusters Score -2167050 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2168363.000000 Penalty: 5015.070801
	Iteration 8F: 3 clusters Score -2168363 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2169388.000000 Penalty: 5015.070801
	Iteration 9Q: 3 clusters Score -2169388 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2170033.000000 Penalty: 5015.070801
	Iteration 10Q: 3 clusters Score -2170033 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2170406.750000 Penalty: 5015.070801
	Iteration 11Q: 3 clusters Score -2170407 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2170577.500000 Penalty: 5015.070801
	Iteration 12Q: 3 clusters Score -2170578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2170710.750000 Penalty: 5015.070801
	Iteration 13Q: 3 clusters Score -2170711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2170781.250000 Penalty: 5015.070801
	Iteration 14Q: 3 clusters Score -2170781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2170831.500000 Penalty: 5015.070801
	Iteration 15Q: 3 clusters Score -2170832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2170864.750000 Penalty: 5015.070801
	Iteration 16Q: 3 clusters Score -2170865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2170903.500000 Penalty: 5015.070801
	Iteration 17Q: 3 clusters Score -2170904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2170921.250000 Penalty: 5015.070801
	Iteration 18Q: 3 clusters Score -2170921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2170945.250000 Penalty: 5015.070801
	Iteration 19Q: 3 clusters Score -2170945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2170957.000000 Penalty: 5015.070801
	Iteration 20F: 3 clusters Score -2170957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2170963.500000 Penalty: 5015.070801
	Iteration 21Q: 3 clusters Score -2170964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2170975.250000 Penalty: 5015.070801
	Iteration 22Q: 3 clusters Score -2170975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2170985.750000 Penalty: 5015.070801
	Iteration 23Q: 3 clusters Score -2170986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2170990.250000 Penalty: 5015.070801
	Iteration 24Q: 3 clusters Score -2170990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2170995.750000 Penalty: 5015.070801
	Iteration 25Q: 3 clusters Score -2170996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2170995.750000 Penalty: 5015.070801
	Iteration 26Q: 3 clusters Score -2170996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2170999.000000 Penalty: 5015.070801
	Iteration 27Q: 3 clusters Score -2170999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2171005.000000 Penalty: 5015.070801
	Iteration 28Q: 3 clusters Score -2171005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2171003.000000 Penalty: 5015.070801
	Iteration 29Q: 3 clusters Score -2171003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2171005.250000 Penalty: 5015.070801
	Iteration 30Q: 3 clusters Score -2171005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2171005.250000 Penalty: 5015.070801
	Iteration 31Q: 3 clusters Score -2171005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2171011.250000 Penalty: 5015.070801
	Iteration 32Q: 3 clusters Score -2171011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2171016.000000 Penalty: 5015.070801
	Iteration 33Q: 3 clusters Score -2171016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2171014.750000 Penalty: 5015.070801
	Iteration 34Q: 3 clusters Score -2171015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2171019.000000 Penalty: 5015.070801
	Iteration 35Q: 3 clusters Score -2171019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2171018.000000 Penalty: 5015.070801
	Iteration 36Q: 3 clusters Score -2171018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2171018.000000 Penalty: 5015.070801
	Iteration 37F: 3 clusters Score -2171018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Entering Unmasked Estep 
Score: -2424592.250000 Penalty: 2528.452637
	Iteration 0F: 2 clusters Score -2424592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2406159.750000 Penalty: 5056.905273
	Iteration 0F: 3 clusters Score -2406160 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2412794.750000 Penalty: 5056.905273
	Iteration 1F: 3 clusters Score -2412795 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2413530.750000 Penalty: 5056.905273
	Iteration 2F: 3 clusters Score -2413531 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2414362.250000 Penalty: 5056.905273
	Iteration 3F: 3 clusters Score -2414362 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2415216.000000 Penalty: 5056.905273
	Iteration 4F: 3 clusters Score -2415216 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2416082.500000 Penalty: 5056.905273
	Iteration 5F: 3 clusters Score -2416082 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2417018.750000 Penalty: 5056.905273
	Iteration 6F: 3 clusters Score -2417019 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2418015.750000 Penalty: 5056.905273
	Iteration 7F: 3 clusters Score -2418016 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2418956.500000 Penalty: 5056.905273
	Iteration 8F: 3 clusters Score -2418956 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2419792.500000 Penalty: 5056.905273
	Iteration 9Q: 3 clusters Score -2419792 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2420421.500000 Penalty: 5056.905273
	Iteration 10Q: 3 clusters Score -2420422 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2420856.250000 Penalty: 5056.905273
	Iteration 11Q: 3 clusters Score -2420856 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2421213.500000 Penalty: 5056.905273
	Iteration 12Q: 3 clusters Score -2421214 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2421510.500000 Penalty: 5056.905273
	Iteration 13Q: 3 clusters Score -2421510 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2421770.750000 Penalty: 5056.905273
	Iteration 14Q: 3 clusters Score -2421771 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2422057.000000 Penalty: 5056.905273
	Iteration 15Q: 3 clusters Score -2422057 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2422342.000000 Penalty: 5056.905273
	Iteration 16Q: 3 clusters Score -2422342 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2422563.500000 Penalty: 5056.905273
	Iteration 17Q: 3 clusters Score -2422564 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2422728.500000 Penalty: 5056.905273
	Iteration 18Q: 3 clusters Score -2422728 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2422808.250000 Penalty: 5056.905273
	Iteration 19Q: 3 clusters Score -2422808 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2422901.500000 Penalty: 5056.905273
	Iteration 20F: 3 clusters Score -2422902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2422965.750000 Penalty: 5056.905273
	Iteration 21Q: 3 clusters Score -2422966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2423016.750000 Penalty: 5056.905273
	Iteration 22Q: 3 clusters Score -2423017 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2423083.250000 Penalty: 5056.905273
	Iteration 23Q: 3 clusters Score -2423083 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2423147.000000 Penalty: 5056.905273
	Iteration 24Q: 3 clusters Score -2423147 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2423198.250000 Penalty: 5056.905273
	Iteration 25Q: 3 clusters Score -2423198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2423249.000000 Penalty: 5056.905273
	Iteration 26Q: 3 clusters Score -2423249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2423269.500000 Penalty: 5056.905273
	Iteration 27Q: 3 clusters Score -2423270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2423303.000000 Penalty: 5056.905273
	Iteration 28Q: 3 clusters Score -2423303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2423320.500000 Penalty: 5056.905273
	Iteration 29Q: 3 clusters Score -2423320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2423335.250000 Penalty: 5056.905273
	Iteration 30Q: 3 clusters Score -2423335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2423357.250000 Penalty: 5056.905273
	Iteration 31Q: 3 clusters Score -2423357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2423378.500000 Penalty: 5056.905273
	Iteration 32Q: 3 clusters Score -2423378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2423386.000000 Penalty: 5056.905273
	Iteration 33Q: 3 clusters Score -2423386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2423394.750000 Penalty: 5056.905273
	Iteration 34Q: 3 clusters Score -2423395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2423403.500000 Penalty: 5056.905273
	Iteration 35Q: 3 clusters Score -2423404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2423412.750000 Penalty: 5056.905273
	Iteration 36Q: 3 clusters Score -2423413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2423419.000000 Penalty: 5056.905273
	Iteration 37Q: 3 clusters Score -2423419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2423424.250000 Penalty: 5056.905273
	Iteration 38Q: 3 clusters Score -2423424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2423440.250000 Penalty: 5056.905273
	Iteration 39Q: 3 clusters Score -2423440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2423448.250000 Penalty: 5056.905273
	Iteration 40F: 3 clusters Score -2423448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2423454.500000 Penalty: 5056.905273
	Iteration 41Q: 3 clusters Score -2423454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2423459.000000 Penalty: 5056.905273
	Iteration 42Q: 3 clusters Score -2423459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2423454.250000 Penalty: 5056.905273
	Iteration 43Q: 3 clusters Score -2423454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2423461.000000 Penalty: 5056.905273
	Iteration 44Q: 3 clusters Score -2423461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2423464.250000 Penalty: 5056.905273
	Iteration 45Q: 3 clusters Score -2423464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2423463.250000 Penalty: 5056.905273
	Iteration 46Q: 3 clusters Score -2423463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2423466.000000 Penalty: 5056.905273
	Iteration 47Q: 3 clusters Score -2423466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2423468.000000 Penalty: 5056.905273
	Iteration 48Q: 3 clusters Score -2423468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2423471.750000 Penalty: 5056.905273
	Iteration 49Q: 3 clusters Score -2423472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2423474.500000 Penalty: 5056.905273
	Iteration 50Q: 3 clusters Score -2423474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2423478.000000 Penalty: 5056.905273
	Iteration 51Q: 3 clusters Score -2423478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2423483.750000 Penalty: 5056.905273
	Iteration 52Q: 3 clusters Score -2423484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2423481.250000 Penalty: 5056.905273
	Iteration 53Q: 3 clusters Score -2423481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2423484.750000 Penalty: 5056.905273
	Iteration 54Q: 3 clusters Score -2423485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2423483.250000 Penalty: 5056.905273
	Iteration 55Q: 3 clusters Score -2423483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2423482.750000 Penalty: 5056.905273
	Iteration 56Q: 3 clusters Score -2423483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2423484.500000 Penalty: 5056.905273
	Iteration 57Q: 3 clusters Score -2423484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2423483.750000 Penalty: 5056.905273
	Iteration 58Q: 3 clusters Score -2423484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2423482.250000 Penalty: 5056.905273
	Iteration 59Q: 3 clusters Score -2423482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2423485.500000 Penalty: 5056.905273
	Iteration 60F: 3 clusters Score -2423486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2423484.750000 Penalty: 5056.905273
	Iteration 61Q: 3 clusters Score -2423485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2423489.250000 Penalty: 5056.905273
	Iteration 62Q: 3 clusters Score -2423489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2423489.250000 Penalty: 5056.905273
	Iteration 63F: 3 clusters Score -2423489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (148146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148146 members 
Entering Unmasked Estep 
Score: -13461312.000000 Penalty: 2952.676514
	Iteration 0F: 2 clusters Score -1.346131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -13361974.000000 Penalty: 5905.353027
	Iteration 0F: 3 clusters Score -1.336197e+07 nChanged 70826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -13403063.000000 Penalty: 5905.353027
	Iteration 1F: 3 clusters Score -1.340306e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -13403850.000000 Penalty: 5905.353027
	Iteration 2Q: 3 clusters Score -1.340385e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -13404762.000000 Penalty: 5905.353027
	Iteration 3Q: 3 clusters Score -1.340476e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -13405855.000000 Penalty: 5905.353027
	Iteration 4Q: 3 clusters Score -1.340586e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -13407529.000000 Penalty: 5905.353027
	Iteration 5Q: 3 clusters Score -1.340753e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -13410242.000000 Penalty: 5905.353027
	Iteration 6Q: 3 clusters Score -1.341024e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -13414251.000000 Penalty: 5905.353027
	Iteration 7Q: 3 clusters Score -1.341425e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -13420192.000000 Penalty: 5905.353027
	Iteration 8F: 3 clusters Score -1.342019e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -13428010.000000 Penalty: 5905.353027
	Iteration 9F: 3 clusters Score -1.342801e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -13436906.000000 Penalty: 5905.353027
	Iteration 10F: 3 clusters Score -1.343691e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -13444796.000000 Penalty: 5905.353027
	Iteration 11F: 3 clusters Score -1.34448e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -13450476.000000 Penalty: 5905.353027
	Iteration 12Q: 3 clusters Score -1.345048e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -13454020.000000 Penalty: 5905.353027
	Iteration 13Q: 3 clusters Score -1.345402e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -13455944.000000 Penalty: 5905.353027
	Iteration 14Q: 3 clusters Score -1.345594e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -13456988.000000 Penalty: 5905.353027
	Iteration 15Q: 3 clusters Score -1.345699e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -13457614.000000 Penalty: 5905.353027
	Iteration 16Q: 3 clusters Score -1.345761e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -13457945.000000 Penalty: 5905.353027
	Iteration 17Q: 3 clusters Score -1.345794e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13458205.000000 Penalty: 5905.353027
	Iteration 18Q: 3 clusters Score -1.34582e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -13458388.000000 Penalty: 5905.353027
	Iteration 19Q: 3 clusters Score -1.345839e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145887 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13458527.000000 Penalty: 5905.353027
	Iteration 20F: 3 clusters Score -1.345853e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13458637.000000 Penalty: 5905.353027
	Iteration 21Q: 3 clusters Score -1.345864e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13458711.000000 Penalty: 5905.353027
	Iteration 22Q: 3 clusters Score -1.345871e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13458741.000000 Penalty: 5905.353027
	Iteration 23Q: 3 clusters Score -1.345874e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146386 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13458778.000000 Penalty: 5905.353027
	Iteration 24Q: 3 clusters Score -1.345878e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13458819.000000 Penalty: 5905.353027
	Iteration 25Q: 3 clusters Score -1.345882e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13458845.000000 Penalty: 5905.353027
	Iteration 26Q: 3 clusters Score -1.345884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146526 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13458863.000000 Penalty: 5905.353027
	Iteration 27Q: 3 clusters Score -1.345886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146555 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13458877.000000 Penalty: 5905.353027
	Iteration 28Q: 3 clusters Score -1.345888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -13458877.000000 Penalty: 5905.353027
	Iteration 29Q: 3 clusters Score -1.345888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146597 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13458890.000000 Penalty: 5905.353027
	Iteration 30Q: 3 clusters Score -1.345889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13458906.000000 Penalty: 5905.353027
	Iteration 31Q: 3 clusters Score -1.345891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -13458894.000000 Penalty: 5905.353027
	Iteration 32Q: 3 clusters Score -1.345889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13458916.000000 Penalty: 5905.353027
	Iteration 33Q: 3 clusters Score -1.345892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146663 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13458908.000000 Penalty: 5905.353027
	Iteration 34Q: 3 clusters Score -1.345891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146671 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13458920.000000 Penalty: 5905.353027
	Iteration 35Q: 3 clusters Score -1.345892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146675 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13458921.000000 Penalty: 5905.353027
	Iteration 36Q: 3 clusters Score -1.345892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13458918.000000 Penalty: 5905.353027
	Iteration 37Q: 3 clusters Score -1.345892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -13458918.000000 Penalty: 5905.353027
	Iteration 38Q: 3 clusters Score -1.345892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13458922.000000 Penalty: 5905.353027
	Iteration 39Q: 3 clusters Score -1.345892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13458917.000000 Penalty: 5905.353027
	Iteration 40F: 3 clusters Score -1.345892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146700 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13458929.000000 Penalty: 5905.353027
	Iteration 41Q: 3 clusters Score -1.345893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146707 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13458932.000000 Penalty: 5905.353027
	Iteration 42Q: 3 clusters Score -1.345893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13458931.000000 Penalty: 5905.353027
	Iteration 43Q: 3 clusters Score -1.345893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13458945.000000 Penalty: 5905.353027
	Iteration 44Q: 3 clusters Score -1.345894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13458936.000000 Penalty: 5905.353027
	Iteration 45Q: 3 clusters Score -1.345894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13458945.000000 Penalty: 5905.353027
	Iteration 46Q: 3 clusters Score -1.345894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13458933.000000 Penalty: 5905.353027
	Iteration 47Q: 3 clusters Score -1.345893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146768 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13458931.000000 Penalty: 5905.353027
	Iteration 48Q: 3 clusters Score -1.345893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13458938.000000 Penalty: 5905.353027
	Iteration 49Q: 3 clusters Score -1.345894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13458942.000000 Penalty: 5905.353027
	Iteration 50Q: 3 clusters Score -1.345894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13458933.000000 Penalty: 5905.353027
	Iteration 51Q: 3 clusters Score -1.345893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146799 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13458926.000000 Penalty: 5905.353027
	Iteration 52Q: 3 clusters Score -1.345893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146799 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13458936.000000 Penalty: 5905.353027
	Iteration 53Q: 3 clusters Score -1.345894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13458937.000000 Penalty: 5905.353027
	Iteration 54Q: 3 clusters Score -1.345894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13458937.000000 Penalty: 5905.353027
	Iteration 55F: 3 clusters Score -1.345894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Entering Unmasked Estep 
Score: -9497728.000000 Penalty: 2875.224609
	Iteration 0F: 2 clusters Score -9497728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -9425034.000000 Penalty: 5750.449219
	Iteration 0F: 3 clusters Score -9425034 nChanged 51646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -9454970.000000 Penalty: 5750.449219
	Iteration 1F: 3 clusters Score -9454970 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -9456384.000000 Penalty: 5750.449219
	Iteration 2Q: 3 clusters Score -9456384 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -9458556.000000 Penalty: 5750.449219
	Iteration 3Q: 3 clusters Score -9458556 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -9461739.000000 Penalty: 5750.449219
	Iteration 4F: 3 clusters Score -9461739 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -9466875.000000 Penalty: 5750.449219
	Iteration 5F: 3 clusters Score -9466875 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -9474283.000000 Penalty: 5750.449219
	Iteration 6F: 3 clusters Score -9474283 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -9483161.000000 Penalty: 5750.449219
	Iteration 7F: 3 clusters Score -9483161 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -9490528.000000 Penalty: 5750.449219
	Iteration 8F: 3 clusters Score -9490528 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -9495094.000000 Penalty: 5750.449219
	Iteration 9Q: 3 clusters Score -9495094 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -9497078.000000 Penalty: 5750.449219
	Iteration 10Q: 3 clusters Score -9497078 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -9497940.000000 Penalty: 5750.449219
	Iteration 11Q: 3 clusters Score -9497940 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -9498287.000000 Penalty: 5750.449219
	Iteration 12Q: 3 clusters Score -9498287 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -9498573.000000 Penalty: 5750.449219
	Iteration 13Q: 3 clusters Score -9498573 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -9498775.000000 Penalty: 5750.449219
	Iteration 14Q: 3 clusters Score -9498775 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -9498910.000000 Penalty: 5750.449219
	Iteration 15Q: 3 clusters Score -9498910 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -9499065.000000 Penalty: 5750.449219
	Iteration 16Q: 3 clusters Score -9499065 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9499165 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9499298 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9499408 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9499508 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9499601 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9499716 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9499760 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9499836 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9499876 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9499916 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9500030 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9500107 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -9500169.000000 Penalty: 5750.449219
	Iteration 29Q: 3 clusters Score -9500169 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -9500240.000000 Penalty: 5750.449219
	Iteration 30Q: 3 clusters Score -9500240 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -9500267.000000 Penalty: 5750.449219
	Iteration 31Q: 3 clusters Score -9500267 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -9500271.000000 Penalty: 5750.449219
	Iteration 32Q: 3 clusters Score -9500271 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9500299 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -9500359.000000 Penalty: 5750.449219
	Iteration 34Q: 3 clusters Score -9500359 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9500400 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9500416 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9500448 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9500456 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -9500467.000000 Penalty: 5750.449219
	Iteration 39Q: 3 clusters Score -9500467 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9500495 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -9500526.000000 Penalty: 5750.449219
	Iteration 41Q: 3 clusters Score -9500526 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -9500558.000000 Penalty: 5750.449219
	Iteration 42Q: 3 clusters Score -9500558 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -9500595.000000 Penalty: 5750.449219
	Iteration 43Q: 3 clusters Score -9500595 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -9500605.000000 Penalty: 5750.449219
	Iteration 44Q: 3 clusters Score -9500605 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -9500656.000000 Penalty: 5750.449219
	Iteration 45Q: 3 clusters Score -9500656 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -9500658.000000 Penalty: 5750.449219
	Iteration 46Q: 3 clusters Score -9500658 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -9500669.000000 Penalty: 5750.449219
	Iteration 47Q: 3 clusters Score -9500669 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -9500680.000000 Penalty: 5750.449219
	Iteration 48Q: 3 clusters Score -9500680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -9500677.000000 Penalty: 5750.449219
	Iteration 49Q: 3 clusters Score -9500677 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -9500687.000000 Penalty: 5750.449219
	Iteration 50Q: 3 clusters Score -9500687 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -9500698.000000 Penalty: 5750.449219
	Iteration 51Q: 3 clusters Score -9500698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -9500721.000000 Penalty: 5750.449219
	Iteration 52Q: 3 clusters Score -9500721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -9500751.000000 Penalty: 5750.449219
	Iteration 53Q: 3 clusters Score -9500751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9500746.000000 Penalty: 5750.449219
	Iteration 54Q: 3 clusters Score -9500746 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -9500751.000000 Penalty: 5750.449219
	Iteration 55Q: 3 clusters Score -9500751 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -9500724.000000 Penalty: 5750.449219
	Iteration 56Q: 3 clusters Score -9500724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -9500745.000000 Penalty: 5750.449219
	Iteration 57Q: 3 clusters Score -9500745 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -9500754.000000 Penalty: 5750.449219
	Iteration 58Q: 3 clusters Score -9500754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -9500767.000000 Penalty: 5750.449219
	Iteration 59Q: 3 clusters Score -9500767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -9500790.000000 Penalty: 5750.449219
	Iteration 60F: 3 clusters Score -9500790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -9500785.000000 Penalty: 5750.449219
	Iteration 61Q: 3 clusters Score -9500785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -9500781.000000 Penalty: 5750.449219
	Iteration 62Q: 3 clusters Score -9500781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -9500783.000000 Penalty: 5750.449219
	Iteration 63Q: 3 clusters Score -9500783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -9500791.000000 Penalty: 5750.449219
	Iteration 64Q: 3 clusters Score -9500791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -9500774.000000 Penalty: 5750.449219
	Iteration 65Q: 3 clusters Score -9500774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9500768.000000 Penalty: 5750.449219
	Iteration 66Q: 3 clusters Score -9500768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9500761.000000 Penalty: 5750.449219
	Iteration 67Q: 3 clusters Score -9500761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9500767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -9500758.000000 Penalty: 5750.449219
	Iteration 69Q: 3 clusters Score -9500758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9500758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -9500741.000000 Penalty: 5750.449219
	Iteration 71Q: 3 clusters Score -9500741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -9500747.000000 Penalty: 5750.449219
	Iteration 72Q: 3 clusters Score -9500747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -9500739.000000 Penalty: 5750.449219
	Iteration 73Q: 3 clusters Score -9500739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9500747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -9500749.000000 Penalty: 5750.449219
	Iteration 75Q: 3 clusters Score -9500749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9500745.000000 Penalty: 5750.449219
	Iteration 76Q: 3 clusters Score -9500745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9500741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -9500740.000000 Penalty: 5750.449219
	Iteration 78Q: 3 clusters Score -9500740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -9500737.000000 Penalty: 5750.449219
	Iteration 79Q: 3 clusters Score -9500737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -9500738.000000 Penalty: 5750.449219
	Iteration 80F: 3 clusters Score -9500738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -9500737.000000 Penalty: 5750.449219
	Iteration 81Q: 3 clusters Score -9500737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -9500738.000000 Penalty: 5750.449219
	Iteration 82Q: 3 clusters Score -9500738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -9500743.000000 Penalty: 5750.449219
	Iteration 83Q: 3 clusters Score -9500743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -9500752.000000 Penalty: 5750.449219
	Iteration 84Q: 3 clusters Score -9500752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9500749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -9500744.000000 Penalty: 5750.449219
	Iteration 86Q: 3 clusters Score -9500744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -9500744.000000 Penalty: 5750.449219
	Iteration 87F: 3 clusters Score -9500744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 25114 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 38772 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 444678 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 30941 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Mstep: Class 21 contains 36490 members 
Entering Unmasked Estep 
Score: -146312864.000000 Penalty: 74731.390625
Splitting cluster 9 changes total score from -146304400.000000 to -146312864.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (25114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25114 members 
Entering Unmasked Estep 
Score: -1937039.375000 Penalty: 2512.532715
	Iteration 0F: 2 clusters Score -1937039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1919715.750000 Penalty: 5025.065430
	Iteration 0F: 3 clusters Score -1919716 nChanged 11258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1927239.625000 Penalty: 5025.065430
	Iteration 1F: 3 clusters Score -1927240 nChanged 2558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1931516.875000 Penalty: 5025.065430
	Iteration 2F: 3 clusters Score -1931517 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1937533.750000 Penalty: 5025.065430
	Iteration 3F: 3 clusters Score -1937534 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1941972.625000 Penalty: 5025.065430
	Iteration 4F: 3 clusters Score -1941973 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1944302.375000 Penalty: 5025.065430
	Iteration 5F: 3 clusters Score -1944302 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1945580.625000 Penalty: 5025.065430
	Iteration 6Q: 3 clusters Score -1945581 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1946297.000000 Penalty: 5025.065430
	Iteration 7Q: 3 clusters Score -1946297 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1946682.250000 Penalty: 5025.065430
	Iteration 8Q: 3 clusters Score -1946682 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1946924.625000 Penalty: 5025.065430
	Iteration 9Q: 3 clusters Score -1946925 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1947050.500000 Penalty: 5025.065430
	Iteration 10Q: 3 clusters Score -1947050 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1947113.375000 Penalty: 5025.065430
	Iteration 11Q: 3 clusters Score -1947113 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1947166.375000 Penalty: 5025.065430
	Iteration 12Q: 3 clusters Score -1947166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1947205.625000 Penalty: 5025.065430
	Iteration 13Q: 3 clusters Score -1947206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1947232.125000 Penalty: 5025.065430
	Iteration 14Q: 3 clusters Score -1947232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1947246.000000 Penalty: 5025.065430
	Iteration 15Q: 3 clusters Score -1947246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1947268.625000 Penalty: 5025.065430
	Iteration 16Q: 3 clusters Score -1947269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1947293.375000 Penalty: 5025.065430
	Iteration 17Q: 3 clusters Score -1947293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1947309.250000 Penalty: 5025.065430
	Iteration 18Q: 3 clusters Score -1947309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1947323.500000 Penalty: 5025.065430
	Iteration 19Q: 3 clusters Score -1947324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1947333.750000 Penalty: 5025.065430
	Iteration 20F: 3 clusters Score -1947334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1947335.375000 Penalty: 5025.065430
	Iteration 21Q: 3 clusters Score -1947335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1947335.250000 Penalty: 5025.065430
	Iteration 22Q: 3 clusters Score -1947335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1947339.125000 Penalty: 5025.065430
	Iteration 23Q: 3 clusters Score -1947339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1947350.375000 Penalty: 5025.065430
	Iteration 24Q: 3 clusters Score -1947350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1947361.875000 Penalty: 5025.065430
	Iteration 25Q: 3 clusters Score -1947362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1947370.250000 Penalty: 5025.065430
	Iteration 26Q: 3 clusters Score -1947370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1947371.375000 Penalty: 5025.065430
	Iteration 27Q: 3 clusters Score -1947371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1947375.125000 Penalty: 5025.065430
	Iteration 28Q: 3 clusters Score -1947375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1947377.875000 Penalty: 5025.065430
	Iteration 29Q: 3 clusters Score -1947378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1947376.500000 Penalty: 5025.065430
	Iteration 30Q: 3 clusters Score -1947376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1947380.000000 Penalty: 5025.065430
	Iteration 31Q: 3 clusters Score -1947380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -1947377.000000 Penalty: 5025.065430
	Iteration 32Q: 3 clusters Score -1947377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1947378.875000 Penalty: 5025.065430
	Iteration 33Q: 3 clusters Score -1947379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1947376.375000 Penalty: 5025.065430
	Iteration 34Q: 3 clusters Score -1947376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1947378.375000 Penalty: 5025.065430
	Iteration 35Q: 3 clusters Score -1947378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1947389.625000 Penalty: 5025.065430
	Iteration 36Q: 3 clusters Score -1947390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1947388.875000 Penalty: 5025.065430
	Iteration 37Q: 3 clusters Score -1947389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1947392.125000 Penalty: 5025.065430
	Iteration 38Q: 3 clusters Score -1947392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1947400.000000 Penalty: 5025.065430
	Iteration 39Q: 3 clusters Score -1947400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -1947397.125000 Penalty: 5025.065430
	Iteration 40F: 3 clusters Score -1947397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1947394.250000 Penalty: 5025.065430
	Iteration 41Q: 3 clusters Score -1947394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1947405.000000 Penalty: 5025.065430
	Iteration 42Q: 3 clusters Score -1947405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1947404.000000 Penalty: 5025.065430
	Iteration 43Q: 3 clusters Score -1947404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1947401.375000 Penalty: 5025.065430
	Iteration 44Q: 3 clusters Score -1947401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1947409.750000 Penalty: 5025.065430
	Iteration 45Q: 3 clusters Score -1947410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1947406.875000 Penalty: 5025.065430
	Iteration 46Q: 3 clusters Score -1947407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1947409.500000 Penalty: 5025.065430
	Iteration 47Q: 3 clusters Score -1947410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1947413.625000 Penalty: 5025.065430
	Iteration 48Q: 3 clusters Score -1947414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1947416.000000 Penalty: 5025.065430
	Iteration 49Q: 3 clusters Score -1947416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1947414.125000 Penalty: 5025.065430
	Iteration 50Q: 3 clusters Score -1947414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1947416.500000 Penalty: 5025.065430
	Iteration 51Q: 3 clusters Score -1947416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1947416.500000 Penalty: 5025.065430
	Iteration 52F: 3 clusters Score -1947416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 38772 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 444678 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 30941 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 18506 members 
Entering Unmasked Estep 
Score: -146320704.000000 Penalty: 78290.031250
Splitting cluster 10 changes total score from -146304400.000000 to -146320704.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (215423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215423 members 
Entering Unmasked Estep 
Score: -19196118.000000 Penalty: 3045.529053
	Iteration 0F: 2 clusters Score -1.919612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107668 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -19051600.000000 Penalty: 6091.058105
	Iteration 0F: 3 clusters Score -1.90516e+07 nChanged 103902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -19112598.000000 Penalty: 6091.058105
	Iteration 1F: 3 clusters Score -1.91126e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -19113288.000000 Penalty: 6091.058105
	Iteration 2Q: 3 clusters Score -1.911329e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109267 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -19113982.000000 Penalty: 6091.058105
	Iteration 3Q: 3 clusters Score -1.911398e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -19114858.000000 Penalty: 6091.058105
	Iteration 4Q: 3 clusters Score -1.911486e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -19115760.000000 Penalty: 6091.058105
	Iteration 5Q: 3 clusters Score -1.911576e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -19116812.000000 Penalty: 6091.058105
	Iteration 6Q: 3 clusters Score -1.911681e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -19118116.000000 Penalty: 6091.058105
	Iteration 7Q: 3 clusters Score -1.911812e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -19119638.000000 Penalty: 6091.058105
	Iteration 8Q: 3 clusters Score -1.911964e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -19121924.000000 Penalty: 6091.058105
	Iteration 9Q: 3 clusters Score -1.912192e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -19125028.000000 Penalty: 6091.058105
	Iteration 10Q: 3 clusters Score -1.912503e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130450 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -19129982.000000 Penalty: 6091.058105
	Iteration 11Q: 3 clusters Score -1.912998e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -19137626.000000 Penalty: 6091.058105
	Iteration 12F: 3 clusters Score -1.913763e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151338 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -19147332.000000 Penalty: 6091.058105
	Iteration 13F: 3 clusters Score -1.914733e+07 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -19157386.000000 Penalty: 6091.058105
	Iteration 14F: 3 clusters Score -1.915739e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -19165478.000000 Penalty: 6091.058105
	Iteration 15F: 3 clusters Score -1.916548e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180154 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -19171014.000000 Penalty: 6091.058105
	Iteration 16Q: 3 clusters Score -1.917101e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186722 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -19175484.000000 Penalty: 6091.058105
	Iteration 17Q: 3 clusters Score -1.917548e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192359 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -19179252.000000 Penalty: 6091.058105
	Iteration 18Q: 3 clusters Score -1.917925e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197187 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -19182592.000000 Penalty: 6091.058105
	Iteration 19Q: 3 clusters Score -1.918259e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201233 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -19185456.000000 Penalty: 6091.058105
	Iteration 20F: 3 clusters Score -1.918546e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204489 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -19187670.000000 Penalty: 6091.058105
	Iteration 21Q: 3 clusters Score -1.918767e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206998 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -19189362.000000 Penalty: 6091.058105
	Iteration 22Q: 3 clusters Score -1.918936e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208879 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -19190578.000000 Penalty: 6091.058105
	Iteration 23Q: 3 clusters Score -1.919058e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210258 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -19191444.000000 Penalty: 6091.058105
	Iteration 24Q: 3 clusters Score -1.919144e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211296 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -19192110.000000 Penalty: 6091.058105
	Iteration 25Q: 3 clusters Score -1.919211e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212037 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -19192542.000000 Penalty: 6091.058105
	Iteration 26Q: 3 clusters Score -1.919254e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212581 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -19192836.000000 Penalty: 6091.058105
	Iteration 27Q: 3 clusters Score -1.919284e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213003 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19193106.000000 Penalty: 6091.058105
	Iteration 28Q: 3 clusters Score -1.919311e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213288 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19193246.000000 Penalty: 6091.058105
	Iteration 29Q: 3 clusters Score -1.919325e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213493 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19193322.000000 Penalty: 6091.058105
	Iteration 30Q: 3 clusters Score -1.919332e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213663 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19193402.000000 Penalty: 6091.058105
	Iteration 31Q: 3 clusters Score -1.91934e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213791 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19193448.000000 Penalty: 6091.058105
	Iteration 32Q: 3 clusters Score -1.919345e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213903 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -19193510.000000 Penalty: 6091.058105
	Iteration 33Q: 3 clusters Score -1.919351e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213980 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19193550.000000 Penalty: 6091.058105
	Iteration 34Q: 3 clusters Score -1.919355e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214052 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19193588.000000 Penalty: 6091.058105
	Iteration 35Q: 3 clusters Score -1.919359e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19193630.000000 Penalty: 6091.058105
	Iteration 36Q: 3 clusters Score -1.919363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19193626.000000 Penalty: 6091.058105
	Iteration 37Q: 3 clusters Score -1.919363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214190 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19193636.000000 Penalty: 6091.058105
	Iteration 38Q: 3 clusters Score -1.919364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214208 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19193660.000000 Penalty: 6091.058105
	Iteration 39Q: 3 clusters Score -1.919366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214232 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19193656.000000 Penalty: 6091.058105
	Iteration 40F: 3 clusters Score -1.919366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214257 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -19193682.000000 Penalty: 6091.058105
	Iteration 41Q: 3 clusters Score -1.919368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214278 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19193674.000000 Penalty: 6091.058105
	Iteration 42Q: 3 clusters Score -1.919367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214287 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19193690.000000 Penalty: 6091.058105
	Iteration 43Q: 3 clusters Score -1.919369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214297 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19193720.000000 Penalty: 6091.058105
	Iteration 44Q: 3 clusters Score -1.919372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214304 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19193742.000000 Penalty: 6091.058105
	Iteration 45Q: 3 clusters Score -1.919374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214314 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -19193724.000000 Penalty: 6091.058105
	Iteration 46Q: 3 clusters Score -1.919372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214323 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19193724.000000 Penalty: 6091.058105
	Iteration 47Q: 3 clusters Score -1.919372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214333 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19193706.000000 Penalty: 6091.058105
	Iteration 48Q: 3 clusters Score -1.919371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214345 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19193704.000000 Penalty: 6091.058105
	Iteration 49Q: 3 clusters Score -1.91937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214353 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -19193692.000000 Penalty: 6091.058105
	Iteration 50Q: 3 clusters Score -1.919369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214364 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19193696.000000 Penalty: 6091.058105
	Iteration 51Q: 3 clusters Score -1.91937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214370 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19193722.000000 Penalty: 6091.058105
	Iteration 52Q: 3 clusters Score -1.919372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19193720.000000 Penalty: 6091.058105
	Iteration 53Q: 3 clusters Score -1.919372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19193740.000000 Penalty: 6091.058105
	Iteration 54Q: 3 clusters Score -1.919374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214374 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19193732.000000 Penalty: 6091.058105
	Iteration 55Q: 3 clusters Score -1.919373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19193726.000000 Penalty: 6091.058105
	Iteration 56Q: 3 clusters Score -1.919373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19193726.000000 Penalty: 6091.058105
	Iteration 57F: 3 clusters Score -1.919373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Entering Unmasked Estep 
Score: -2494449.000000 Penalty: 2546.358643
	Iteration 0F: 2 clusters Score -2494449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2474778.500000 Penalty: 5092.717285
	Iteration 0F: 3 clusters Score -2474778 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2481639.250000 Penalty: 5092.717285
	Iteration 1F: 3 clusters Score -2481639 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2482405.000000 Penalty: 5092.717285
	Iteration 2F: 3 clusters Score -2482405 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2483513.750000 Penalty: 5092.717285
	Iteration 3F: 3 clusters Score -2483514 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2484989.750000 Penalty: 5092.717285
	Iteration 4F: 3 clusters Score -2484990 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2486631.750000 Penalty: 5092.717285
	Iteration 5F: 3 clusters Score -2486632 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2488142.750000 Penalty: 5092.717285
	Iteration 6F: 3 clusters Score -2488143 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2489294.000000 Penalty: 5092.717285
	Iteration 7F: 3 clusters Score -2489294 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2490124.250000 Penalty: 5092.717285
	Iteration 8Q: 3 clusters Score -2490124 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2490724.250000 Penalty: 5092.717285
	Iteration 9Q: 3 clusters Score -2490724 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2491229.000000 Penalty: 5092.717285
	Iteration 10Q: 3 clusters Score -2491229 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -2491626.000000 Penalty: 5092.717285
	Iteration 11Q: 3 clusters Score -2491626 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2491999.000000 Penalty: 5092.717285
	Iteration 12Q: 3 clusters Score -2491999 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2492277.500000 Penalty: 5092.717285
	Iteration 13Q: 3 clusters Score -2492278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2492521.000000 Penalty: 5092.717285
	Iteration 14Q: 3 clusters Score -2492521 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2492700.750000 Penalty: 5092.717285
	Iteration 15Q: 3 clusters Score -2492701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2492858.500000 Penalty: 5092.717285
	Iteration 16Q: 3 clusters Score -2492858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2492974.250000 Penalty: 5092.717285
	Iteration 17Q: 3 clusters Score -2492974 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -2493070.500000 Penalty: 5092.717285
	Iteration 18Q: 3 clusters Score -2493070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -2493148.750000 Penalty: 5092.717285
	Iteration 19Q: 3 clusters Score -2493149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2493189.500000 Penalty: 5092.717285
	Iteration 20F: 3 clusters Score -2493190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -2493226.250000 Penalty: 5092.717285
	Iteration 21Q: 3 clusters Score -2493226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2493252.500000 Penalty: 5092.717285
	Iteration 22Q: 3 clusters Score -2493252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -2493283.500000 Penalty: 5092.717285
	Iteration 23Q: 3 clusters Score -2493284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -2493298.000000 Penalty: 5092.717285
	Iteration 24Q: 3 clusters Score -2493298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -2493316.500000 Penalty: 5092.717285
	Iteration 25Q: 3 clusters Score -2493316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -2493333.500000 Penalty: 5092.717285
	Iteration 26Q: 3 clusters Score -2493334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -2493342.250000 Penalty: 5092.717285
	Iteration 27Q: 3 clusters Score -2493342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -2493342.750000 Penalty: 5092.717285
	Iteration 28Q: 3 clusters Score -2493343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -2493351.500000 Penalty: 5092.717285
	Iteration 29Q: 3 clusters Score -2493352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -2493353.250000 Penalty: 5092.717285
	Iteration 30Q: 3 clusters Score -2493353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -2493354.250000 Penalty: 5092.717285
	Iteration 31Q: 3 clusters Score -2493354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2493355.250000 Penalty: 5092.717285
	Iteration 32Q: 3 clusters Score -2493355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -2493355.750000 Penalty: 5092.717285
	Iteration 33Q: 3 clusters Score -2493356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -2493355.750000 Penalty: 5092.717285
	Iteration 34F: 3 clusters Score -2493356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Entering Unmasked Estep 
Score: -3240160.000000 Penalty: 2620.232422
	Iteration 0F: 2 clusters Score -3240160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3213913.000000 Penalty: 5240.464844
	Iteration 0F: 3 clusters Score -3213913 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3225044.500000 Penalty: 5240.464844
	Iteration 1F: 3 clusters Score -3225044 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3227553.500000 Penalty: 5240.464844
	Iteration 2F: 3 clusters Score -3227554 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3231126.750000 Penalty: 5240.464844
	Iteration 3F: 3 clusters Score -3231127 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3235469.250000 Penalty: 5240.464844
	Iteration 4F: 3 clusters Score -3235469 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3240238.000000 Penalty: 5240.464844
	Iteration 5F: 3 clusters Score -3240238 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3246062.000000 Penalty: 5240.464844
	Iteration 6F: 3 clusters Score -3246062 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3251577.000000 Penalty: 5240.464844
	Iteration 7F: 3 clusters Score -3251577 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3253496.750000 Penalty: 5240.464844
	Iteration 8Q: 3 clusters Score -3253497 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3253792.750000 Penalty: 5240.464844
	Iteration 9Q: 3 clusters Score -3253793 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3253892.250000 Penalty: 5240.464844
	Iteration 10Q: 3 clusters Score -3253892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3253916.750000 Penalty: 5240.464844
	Iteration 11Q: 3 clusters Score -3253917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3253922.250000 Penalty: 5240.464844
	Iteration 12Q: 3 clusters Score -3253922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3253919.750000 Penalty: 5240.464844
	Iteration 13Q: 3 clusters Score -3253920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3253921.750000 Penalty: 5240.464844
	Iteration 14Q: 3 clusters Score -3253922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3253926.000000 Penalty: 5240.464844
	Iteration 15Q: 3 clusters Score -3253926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3253923.250000 Penalty: 5240.464844
	Iteration 16Q: 3 clusters Score -3253923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3253923.250000 Penalty: 5240.464844
	Iteration 17F: 3 clusters Score -3253923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 444678 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 30941 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 18506 members 
Mstep: Class 23 contains 21572 members 
Entering Unmasked Estep 
Score: -146332976.000000 Penalty: 81848.664062
Splitting cluster 13 changes total score from -146304400.000000 to -146332976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (71512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Entering Unmasked Estep 
Score: -6450719.000000 Penalty: 2772.050049
	Iteration 0F: 2 clusters Score -6450719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -6402661.000000 Penalty: 5544.100098
	Iteration 0F: 3 clusters Score -6402661 nChanged 33368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6421659.500000 Penalty: 5544.100098
	Iteration 1F: 3 clusters Score -6421660 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -6422610.500000 Penalty: 5544.100098
	Iteration 2Q: 3 clusters Score -6422610 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6423671.000000 Penalty: 5544.100098
	Iteration 3Q: 3 clusters Score -6423671 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -6425165.000000 Penalty: 5544.100098
	Iteration 4Q: 3 clusters Score -6425165 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -6427076.000000 Penalty: 5544.100098
	Iteration 5F: 3 clusters Score -6427076 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6429435.000000 Penalty: 5544.100098
	Iteration 6F: 3 clusters Score -6429435 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -6432523.000000 Penalty: 5544.100098
	Iteration 7F: 3 clusters Score -6432523 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -6435748.500000 Penalty: 5544.100098
	Iteration 8F: 3 clusters Score -6435748 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -6438847.000000 Penalty: 5544.100098
	Iteration 9F: 3 clusters Score -6438847 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -6441311.500000 Penalty: 5544.100098
	Iteration 10Q: 3 clusters Score -6441312 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -6442987.000000 Penalty: 5544.100098
	Iteration 11Q: 3 clusters Score -6442987 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -6444243.500000 Penalty: 5544.100098
	Iteration 12Q: 3 clusters Score -6444244 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -6445141.000000 Penalty: 5544.100098
	Iteration 13Q: 3 clusters Score -6445141 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -6445875.000000 Penalty: 5544.100098
	Iteration 14Q: 3 clusters Score -6445875 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -6446428.500000 Penalty: 5544.100098
	Iteration 15Q: 3 clusters Score -6446428 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6446882.000000 Penalty: 5544.100098
	Iteration 16Q: 3 clusters Score -6446882 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -6447208.500000 Penalty: 5544.100098
	Iteration 17Q: 3 clusters Score -6447208 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6447447.500000 Penalty: 5544.100098
	Iteration 18Q: 3 clusters Score -6447448 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6447646.500000 Penalty: 5544.100098
	Iteration 19Q: 3 clusters Score -6447646 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6447806.000000 Penalty: 5544.100098
	Iteration 20F: 3 clusters Score -6447806 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6447933.000000 Penalty: 5544.100098
	Iteration 21Q: 3 clusters Score -6447933 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6448013.500000 Penalty: 5544.100098
	Iteration 22Q: 3 clusters Score -6448014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6448106.000000 Penalty: 5544.100098
	Iteration 23Q: 3 clusters Score -6448106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6448165.500000 Penalty: 5544.100098
	Iteration 24Q: 3 clusters Score -6448166 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6448221.000000 Penalty: 5544.100098
	Iteration 25Q: 3 clusters Score -6448221 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6448275.000000 Penalty: 5544.100098
	Iteration 26Q: 3 clusters Score -6448275 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6448291.000000 Penalty: 5544.100098
	Iteration 27Q: 3 clusters Score -6448291 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6448312.500000 Penalty: 5544.100098
	Iteration 28Q: 3 clusters Score -6448312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6448356.500000 Penalty: 5544.100098
	Iteration 29Q: 3 clusters Score -6448356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6448363.500000 Penalty: 5544.100098
	Iteration 30Q: 3 clusters Score -6448364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6448389.000000 Penalty: 5544.100098
	Iteration 31Q: 3 clusters Score -6448389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6448411.500000 Penalty: 5544.100098
	Iteration 32Q: 3 clusters Score -6448412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6448429.000000 Penalty: 5544.100098
	Iteration 33Q: 3 clusters Score -6448429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6448434.500000 Penalty: 5544.100098
	Iteration 34Q: 3 clusters Score -6448434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6448440.000000 Penalty: 5544.100098
	Iteration 35Q: 3 clusters Score -6448440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6448450.000000 Penalty: 5544.100098
	Iteration 36Q: 3 clusters Score -6448450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6448460.000000 Penalty: 5544.100098
	Iteration 37Q: 3 clusters Score -6448460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6448470.000000 Penalty: 5544.100098
	Iteration 38Q: 3 clusters Score -6448470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6448473.500000 Penalty: 5544.100098
	Iteration 39Q: 3 clusters Score -6448474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6448479.500000 Penalty: 5544.100098
	Iteration 40F: 3 clusters Score -6448480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6448483.500000 Penalty: 5544.100098
	Iteration 41Q: 3 clusters Score -6448484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6448496.000000 Penalty: 5544.100098
	Iteration 42Q: 3 clusters Score -6448496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6448490.000000 Penalty: 5544.100098
	Iteration 43Q: 3 clusters Score -6448490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6448498.000000 Penalty: 5544.100098
	Iteration 44Q: 3 clusters Score -6448498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6448506.000000 Penalty: 5544.100098
	Iteration 45Q: 3 clusters Score -6448506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6448517.500000 Penalty: 5544.100098
	Iteration 46Q: 3 clusters Score -6448518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6448510.500000 Penalty: 5544.100098
	Iteration 47Q: 3 clusters Score -6448510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6448524.500000 Penalty: 5544.100098
	Iteration 48Q: 3 clusters Score -6448524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6448533.500000 Penalty: 5544.100098
	Iteration 49Q: 3 clusters Score -6448534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6448531.500000 Penalty: 5544.100098
	Iteration 50Q: 3 clusters Score -6448532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6448534.000000 Penalty: 5544.100098
	Iteration 51Q: 3 clusters Score -6448534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6448535.500000 Penalty: 5544.100098
	Iteration 52Q: 3 clusters Score -6448536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6448537.000000 Penalty: 5544.100098
	Iteration 53Q: 3 clusters Score -6448537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6448542.500000 Penalty: 5544.100098
	Iteration 54Q: 3 clusters Score -6448542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6448539.500000 Penalty: 5544.100098
	Iteration 55Q: 3 clusters Score -6448540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6448543.500000 Penalty: 5544.100098
	Iteration 56Q: 3 clusters Score -6448544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6448540.000000 Penalty: 5544.100098
	Iteration 57Q: 3 clusters Score -6448540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6448535.000000 Penalty: 5544.100098
	Iteration 58Q: 3 clusters Score -6448535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6448536.000000 Penalty: 5544.100098
	Iteration 59Q: 3 clusters Score -6448536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6448536.000000 Penalty: 5544.100098
	Iteration 60F: 3 clusters Score -6448536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (444678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444678 members 
Entering Unmasked Estep 
Score: -39137936.000000 Penalty: 3225.266357
	Iteration 0F: 2 clusters Score -3.913794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221759 members 
Mstep: Class 2 contains 222919 members 
Entering Unmasked Estep 
Score: -38848060.000000 Penalty: 6450.532715
	Iteration 0F: 3 clusters Score -3.884806e+07 nChanged 216621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205660 members 
Mstep: Class 2 contains 239018 members 
Entering Unmasked Estep 
Score: -38976540.000000 Penalty: 6450.532715
	Iteration 1F: 3 clusters Score -3.897654e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194545 members 
Mstep: Class 2 contains 250133 members 
Entering Unmasked Estep 
Score: -38980036.000000 Penalty: 6450.532715
	Iteration 2Q: 3 clusters Score -3.898004e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 267721 members 
Entering Unmasked Estep 
Score: -38987728.000000 Penalty: 6450.532715
	Iteration 3Q: 3 clusters Score -3.898773e+07 nChanged 27817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 294724 members 
Entering Unmasked Estep 
Score: -39003892.000000 Penalty: 6450.532715
	Iteration 4F: 3 clusters Score -3.900389e+07 nChanged 37789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112685 members 
Mstep: Class 2 contains 331993 members 
Entering Unmasked Estep 
Score: -39033704.000000 Penalty: 6450.532715
	Iteration 5F: 3 clusters Score -3.90337e+07 nChanged 43743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 375340 members 
Entering Unmasked Estep 
Score: -39074612.000000 Penalty: 6450.532715
	Iteration 6F: 3 clusters Score -3.907461e+07 nChanged 37270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 412342 members 
Entering Unmasked Estep 
Score: -39109840.000000 Penalty: 6450.532715
	Iteration 7F: 3 clusters Score -3.910984e+07 nChanged 20264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 432444 members 
Entering Unmasked Estep 
Score: -39127440.000000 Penalty: 6450.532715
	Iteration 8Q: 3 clusters Score -3.912744e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 439918 members 
Entering Unmasked Estep 
Score: -39133200.000000 Penalty: 6450.532715
	Iteration 9Q: 3 clusters Score -3.91332e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 442112 members 
Entering Unmasked Estep 
Score: -39135140.000000 Penalty: 6450.532715
	Iteration 10Q: 3 clusters Score -3.913514e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 442593 members 
Entering Unmasked Estep 
Score: -39136340.000000 Penalty: 6450.532715
	Iteration 11Q: 3 clusters Score -3.913634e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 442467 members 
Entering Unmasked Estep 
Score: -39137580.000000 Penalty: 6450.532715
	Iteration 12Q: 3 clusters Score -3.913758e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 441953 members 
Entering Unmasked Estep 
Score: -39138384.000000 Penalty: 6450.532715
	Iteration 13Q: 3 clusters Score -3.913838e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 441454 members 
Entering Unmasked Estep 
Score: -39138940.000000 Penalty: 6450.532715
	Iteration 14Q: 3 clusters Score -3.913894e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 441014 members 
Entering Unmasked Estep 
Score: -39139276.000000 Penalty: 6450.532715
	Iteration 15Q: 3 clusters Score -3.913928e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 440654 members 
Entering Unmasked Estep 
Score: -39139500.000000 Penalty: 6450.532715
	Iteration 16Q: 3 clusters Score -3.91395e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 440353 members 
Entering Unmasked Estep 
Score: -39139592.000000 Penalty: 6450.532715
	Iteration 17Q: 3 clusters Score -3.913959e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 440117 members 
Entering Unmasked Estep 
Score: -39139648.000000 Penalty: 6450.532715
	Iteration 18Q: 3 clusters Score -3.913965e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 439931 members 
Entering Unmasked Estep 
Score: -39139736.000000 Penalty: 6450.532715
	Iteration 19Q: 3 clusters Score -3.913974e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 439787 members 
Entering Unmasked Estep 
Score: -39139800.000000 Penalty: 6450.532715
	Iteration 20F: 3 clusters Score -3.91398e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 439682 members 
Entering Unmasked Estep 
Score: -39139860.000000 Penalty: 6450.532715
	Iteration 21Q: 3 clusters Score -3.913986e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 439571 members 
Entering Unmasked Estep 
Score: -39139860.000000 Penalty: 6450.532715
	Iteration 22Q: 3 clusters Score -3.913986e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 439481 members 
Entering Unmasked Estep 
Score: -39139864.000000 Penalty: 6450.532715
	Iteration 23Q: 3 clusters Score -3.913986e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 439409 members 
Entering Unmasked Estep 
Score: -39139872.000000 Penalty: 6450.532715
	Iteration 24Q: 3 clusters Score -3.913987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 439360 members 
Entering Unmasked Estep 
Score: -39139860.000000 Penalty: 6450.532715
	Iteration 25Q: 3 clusters Score -3.913986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 439313 members 
Entering Unmasked Estep 
Score: -39139856.000000 Penalty: 6450.532715
	Iteration 26Q: 3 clusters Score -3.913986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 439263 members 
Entering Unmasked Estep 
Score: -39139904.000000 Penalty: 6450.532715
	Iteration 27Q: 3 clusters Score -3.91399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 439233 members 
Entering Unmasked Estep 
Score: -39139932.000000 Penalty: 6450.532715
	Iteration 28Q: 3 clusters Score -3.913993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 439210 members 
Entering Unmasked Estep 
Score: -39139920.000000 Penalty: 6450.532715
	Iteration 29Q: 3 clusters Score -3.913992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 439190 members 
Entering Unmasked Estep 
Score: -39139916.000000 Penalty: 6450.532715
	Iteration 30Q: 3 clusters Score -3.913992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 439169 members 
Entering Unmasked Estep 
Score: -39139892.000000 Penalty: 6450.532715
	Iteration 31Q: 3 clusters Score -3.913989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 439155 members 
Entering Unmasked Estep 
Score: -39139912.000000 Penalty: 6450.532715
	Iteration 32Q: 3 clusters Score -3.913991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 439142 members 
Entering Unmasked Estep 
Score: -39139932.000000 Penalty: 6450.532715
	Iteration 33Q: 3 clusters Score -3.913993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 439135 members 
Entering Unmasked Estep 
Score: -39139924.000000 Penalty: 6450.532715
	Iteration 34Q: 3 clusters Score -3.913992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 439131 members 
Entering Unmasked Estep 
Score: -39139932.000000 Penalty: 6450.532715
	Iteration 35Q: 3 clusters Score -3.913993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 439125 members 
Entering Unmasked Estep 
Score: -39139936.000000 Penalty: 6450.532715
	Iteration 36Q: 3 clusters Score -3.913994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 439118 members 
Entering Unmasked Estep 
Score: -39139928.000000 Penalty: 6450.532715
	Iteration 37Q: 3 clusters Score -3.913993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 439112 members 
Entering Unmasked Estep 
Score: -39139916.000000 Penalty: 6450.532715
	Iteration 38Q: 3 clusters Score -3.913992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 439106 members 
Entering Unmasked Estep 
Score: -39139932.000000 Penalty: 6450.532715
	Iteration 39Q: 3 clusters Score -3.913993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 439100 members 
Entering Unmasked Estep 
Score: -39139936.000000 Penalty: 6450.532715
	Iteration 40F: 3 clusters Score -3.913994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 439094 members 
Entering Unmasked Estep 
Score: -39139924.000000 Penalty: 6450.532715
	Iteration 41Q: 3 clusters Score -3.913992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 439089 members 
Entering Unmasked Estep 
Score: -39139932.000000 Penalty: 6450.532715
	Iteration 42Q: 3 clusters Score -3.913993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 439084 members 
Entering Unmasked Estep 
Score: -39139900.000000 Penalty: 6450.532715
	Iteration 43Q: 3 clusters Score -3.91399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 439084 members 
Entering Unmasked Estep 
Score: -39139892.000000 Penalty: 6450.532715
	Iteration 44Q: 3 clusters Score -3.913989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 439082 members 
Entering Unmasked Estep 
Score: -39139900.000000 Penalty: 6450.532715
	Iteration 45Q: 3 clusters Score -3.91399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 439083 members 
Entering Unmasked Estep 
Score: -39139904.000000 Penalty: 6450.532715
	Iteration 46Q: 3 clusters Score -3.91399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 439083 members 
Entering Unmasked Estep 
Score: -39139904.000000 Penalty: 6450.532715
	Iteration 47F: 3 clusters Score -3.91399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 30941 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 18506 members 
Mstep: Class 23 contains 21572 members 
Mstep: Class 24 contains 439083 members 
Entering Unmasked Estep 
Score: -146334704.000000 Penalty: 85407.304688
Splitting cluster 15 changes total score from -146304400.000000 to -146334704.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (31395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Entering Unmasked Estep 
Score: -2817882.500000 Penalty: 2567.892090
	Iteration 0F: 2 clusters Score -2817882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2796477.750000 Penalty: 5135.784180
	Iteration 0F: 3 clusters Score -2796478 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2804056.000000 Penalty: 5135.784180
	Iteration 1F: 3 clusters Score -2804056 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2804692.500000 Penalty: 5135.784180
	Iteration 2Q: 3 clusters Score -2804692 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2805439.250000 Penalty: 5135.784180
	Iteration 3Q: 3 clusters Score -2805439 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2806127.000000 Penalty: 5135.784180
	Iteration 4Q: 3 clusters Score -2806127 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2806703.500000 Penalty: 5135.784180
	Iteration 5Q: 3 clusters Score -2806704 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2807212.000000 Penalty: 5135.784180
	Iteration 6Q: 3 clusters Score -2807212 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2807767.500000 Penalty: 5135.784180
	Iteration 7Q: 3 clusters Score -2807768 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2808408.500000 Penalty: 5135.784180
	Iteration 8Q: 3 clusters Score -2808408 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2809191.000000 Penalty: 5135.784180
	Iteration 9Q: 3 clusters Score -2809191 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2810216.750000 Penalty: 5135.784180
	Iteration 10F: 3 clusters Score -2810217 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2811614.000000 Penalty: 5135.784180
	Iteration 11F: 3 clusters Score -2811614 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2813205.250000 Penalty: 5135.784180
	Iteration 12F: 3 clusters Score -2813205 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2814837.000000 Penalty: 5135.784180
	Iteration 13F: 3 clusters Score -2814837 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2816528.000000 Penalty: 5135.784180
	Iteration 14F: 3 clusters Score -2816528 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2818099.250000 Penalty: 5135.784180
	Iteration 15Q: 3 clusters Score -2818099 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2819402.750000 Penalty: 5135.784180
	Iteration 16Q: 3 clusters Score -2819403 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2820213.000000 Penalty: 5135.784180
	Iteration 17Q: 3 clusters Score -2820213 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2820546.250000 Penalty: 5135.784180
	Iteration 18Q: 3 clusters Score -2820546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2820680.750000 Penalty: 5135.784180
	Iteration 19Q: 3 clusters Score -2820681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2820727.250000 Penalty: 5135.784180
	Iteration 20F: 3 clusters Score -2820727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2820738.000000 Penalty: 5135.784180
	Iteration 21Q: 3 clusters Score -2820738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2820745.500000 Penalty: 5135.784180
	Iteration 22Q: 3 clusters Score -2820746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2820746.750000 Penalty: 5135.784180
	Iteration 23Q: 3 clusters Score -2820747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2820745.750000 Penalty: 5135.784180
	Iteration 24Q: 3 clusters Score -2820746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2820745.750000 Penalty: 5135.784180
	Iteration 25F: 3 clusters Score -2820746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 31165 members 
Mstep: Class 17 contains 30941 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 18506 members 
Mstep: Class 23 contains 21572 members 
Mstep: Class 24 contains 439083 members 
Mstep: Class 25 contains 230 members 
Entering Unmasked Estep 
Score: -146336672.000000 Penalty: 88965.937500
Splitting cluster 16 changes total score from -146304400.000000 to -146336672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (30941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Entering Unmasked Estep 
Score: -2528933.500000 Penalty: 2564.279541
	Iteration 0F: 2 clusters Score -2528934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2507852.750000 Penalty: 5128.559082
	Iteration 0F: 3 clusters Score -2507853 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2517441.500000 Penalty: 5128.559082
	Iteration 1F: 3 clusters Score -2517442 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2521843.500000 Penalty: 5128.559082
	Iteration 2F: 3 clusters Score -2521844 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2527173.500000 Penalty: 5128.559082
	Iteration 3F: 3 clusters Score -2527174 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2530752.500000 Penalty: 5128.559082
	Iteration 4F: 3 clusters Score -2530752 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2533111.750000 Penalty: 5128.559082
	Iteration 5F: 3 clusters Score -2533112 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2536433.750000 Penalty: 5128.559082
	Iteration 6Q: 3 clusters Score -2536434 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2539173.000000 Penalty: 5128.559082
	Iteration 7Q: 3 clusters Score -2539173 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2541369.500000 Penalty: 5128.559082
	Iteration 8Q: 3 clusters Score -2541370 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2542531.250000 Penalty: 5128.559082
	Iteration 9Q: 3 clusters Score -2542531 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2542784.000000 Penalty: 5128.559082
	Iteration 10Q: 3 clusters Score -2542784 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2542859.250000 Penalty: 5128.559082
	Iteration 11Q: 3 clusters Score -2542859 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2542895.000000 Penalty: 5128.559082
	Iteration 12Q: 3 clusters Score -2542895 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2542931.750000 Penalty: 5128.559082
	Iteration 13Q: 3 clusters Score -2542932 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2542959.750000 Penalty: 5128.559082
	Iteration 14Q: 3 clusters Score -2542960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2543008.500000 Penalty: 5128.559082
	Iteration 15Q: 3 clusters Score -2543008 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2543037.500000 Penalty: 5128.559082
	Iteration 16Q: 3 clusters Score -2543038 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2543073.500000 Penalty: 5128.559082
	Iteration 17Q: 3 clusters Score -2543074 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2543136.250000 Penalty: 5128.559082
	Iteration 18Q: 3 clusters Score -2543136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2543270.000000 Penalty: 5128.559082
	Iteration 19Q: 3 clusters Score -2543270 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2543558.750000 Penalty: 5128.559082
	Iteration 20F: 3 clusters Score -2543559 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2544374.250000 Penalty: 5128.559082
	Iteration 21Q: 3 clusters Score -2544374 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2546615.250000 Penalty: 5128.559082
	Iteration 22Q: 3 clusters Score -2546615 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2549415.750000 Penalty: 5128.559082
	Iteration 23Q: 3 clusters Score -2549416 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2550290.250000 Penalty: 5128.559082
	Iteration 24Q: 3 clusters Score -2550290 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2550403.000000 Penalty: 5128.559082
	Iteration 25Q: 3 clusters Score -2550403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2550419.250000 Penalty: 5128.559082
	Iteration 26Q: 3 clusters Score -2550419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2550423.250000 Penalty: 5128.559082
	Iteration 27Q: 3 clusters Score -2550423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2550430.500000 Penalty: 5128.559082
	Iteration 28Q: 3 clusters Score -2550430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2550422.750000 Penalty: 5128.559082
	Iteration 29Q: 3 clusters Score -2550423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2550424.750000 Penalty: 5128.559082
	Iteration 30Q: 3 clusters Score -2550425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2550433.000000 Penalty: 5128.559082
	Iteration 31Q: 3 clusters Score -2550433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2550429.500000 Penalty: 5128.559082
	Iteration 32Q: 3 clusters Score -2550430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2550429.000000 Penalty: 5128.559082
	Iteration 33Q: 3 clusters Score -2550429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2550422.750000 Penalty: 5128.559082
	Iteration 34Q: 3 clusters Score -2550423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2550425.500000 Penalty: 5128.559082
	Iteration 35Q: 3 clusters Score -2550426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2550432.500000 Penalty: 5128.559082
	Iteration 36Q: 3 clusters Score -2550432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2550431.500000 Penalty: 5128.559082
	Iteration 37Q: 3 clusters Score -2550432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2550431.250000 Penalty: 5128.559082
	Iteration 38Q: 3 clusters Score -2550431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2550428.500000 Penalty: 5128.559082
	Iteration 39Q: 3 clusters Score -2550428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2550430.750000 Penalty: 5128.559082
	Iteration 40F: 3 clusters Score -2550431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2550430.000000 Penalty: 5128.559082
	Iteration 41Q: 3 clusters Score -2550430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2550428.750000 Penalty: 5128.559082
	Iteration 42Q: 3 clusters Score -2550429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2550433.250000 Penalty: 5128.559082
	Iteration 43Q: 3 clusters Score -2550433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2550430.000000 Penalty: 5128.559082
	Iteration 44Q: 3 clusters Score -2550430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2550430.000000 Penalty: 5128.559082
	Iteration 45F: 3 clusters Score -2550430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 31165 members 
Mstep: Class 17 contains 11493 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 164050 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 18506 members 
Mstep: Class 23 contains 21572 members 
Mstep: Class 24 contains 439083 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 19448 members 
Entering Unmasked Estep 
Score: -146356640.000000 Penalty: 92524.578125
Splitting cluster 17 changes total score from -146304400.000000 to -146356640.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (71769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Entering Unmasked Estep 
Score: -6454587.500000 Penalty: 2772.939453
	Iteration 0F: 2 clusters Score -6454588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6406639.500000 Penalty: 5545.878906
	Iteration 0F: 3 clusters Score -6406640 nChanged 33598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -6425569.500000 Penalty: 5545.878906
	Iteration 1F: 3 clusters Score -6425570 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -6426386.500000 Penalty: 5545.878906
	Iteration 2Q: 3 clusters Score -6426386 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6427349.500000 Penalty: 5545.878906
	Iteration 3Q: 3 clusters Score -6427350 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -6428575.000000 Penalty: 5545.878906
	Iteration 4Q: 3 clusters Score -6428575 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6430189.500000 Penalty: 5545.878906
	Iteration 5Q: 3 clusters Score -6430190 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6432082.000000 Penalty: 5545.878906
	Iteration 6F: 3 clusters Score -6432082 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -6434315.000000 Penalty: 5545.878906
	Iteration 7F: 3 clusters Score -6434315 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -6437174.500000 Penalty: 5545.878906
	Iteration 8F: 3 clusters Score -6437174 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6440263.000000 Penalty: 5545.878906
	Iteration 9F: 3 clusters Score -6440263 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -6443225.000000 Penalty: 5545.878906
	Iteration 10F: 3 clusters Score -6443225 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -6445262.000000 Penalty: 5545.878906
	Iteration 11Q: 3 clusters Score -6445262 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6446564.000000 Penalty: 5545.878906
	Iteration 12Q: 3 clusters Score -6446564 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -6447463.000000 Penalty: 5545.878906
	Iteration 13Q: 3 clusters Score -6447463 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -6448168.000000 Penalty: 5545.878906
	Iteration 14Q: 3 clusters Score -6448168 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -6448781.000000 Penalty: 5545.878906
	Iteration 15Q: 3 clusters Score -6448781 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6449310.500000 Penalty: 5545.878906
	Iteration 16Q: 3 clusters Score -6449310 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -6449758.500000 Penalty: 5545.878906
	Iteration 17Q: 3 clusters Score -6449758 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -6450183.500000 Penalty: 5545.878906
	Iteration 18Q: 3 clusters Score -6450184 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -6450551.500000 Penalty: 5545.878906
	Iteration 19Q: 3 clusters Score -6450552 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6450924.500000 Penalty: 5545.878906
	Iteration 20F: 3 clusters Score -6450924 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -6451287.500000 Penalty: 5545.878906
	Iteration 21Q: 3 clusters Score -6451288 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -6451609.500000 Penalty: 5545.878906
	Iteration 22Q: 3 clusters Score -6451610 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -6451881.000000 Penalty: 5545.878906
	Iteration 23Q: 3 clusters Score -6451881 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -6452121.500000 Penalty: 5545.878906
	Iteration 24Q: 3 clusters Score -6452122 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6452321.000000 Penalty: 5545.878906
	Iteration 25Q: 3 clusters Score -6452321 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6452467.500000 Penalty: 5545.878906
	Iteration 26Q: 3 clusters Score -6452468 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6452643.500000 Penalty: 5545.878906
	Iteration 27Q: 3 clusters Score -6452644 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6452742.500000 Penalty: 5545.878906
	Iteration 28Q: 3 clusters Score -6452742 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6452811.000000 Penalty: 5545.878906
	Iteration 29Q: 3 clusters Score -6452811 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6452887.500000 Penalty: 5545.878906
	Iteration 30Q: 3 clusters Score -6452888 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6452926.500000 Penalty: 5545.878906
	Iteration 31Q: 3 clusters Score -6452926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6452948.500000 Penalty: 5545.878906
	Iteration 32Q: 3 clusters Score -6452948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6452982.500000 Penalty: 5545.878906
	Iteration 33Q: 3 clusters Score -6452982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6453008.000000 Penalty: 5545.878906
	Iteration 34Q: 3 clusters Score -6453008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6453037.500000 Penalty: 5545.878906
	Iteration 35Q: 3 clusters Score -6453038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6453047.500000 Penalty: 5545.878906
	Iteration 36Q: 3 clusters Score -6453048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6453035.000000 Penalty: 5545.878906
	Iteration 37Q: 3 clusters Score -6453035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6453052.500000 Penalty: 5545.878906
	Iteration 38Q: 3 clusters Score -6453052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6453070.500000 Penalty: 5545.878906
	Iteration 39Q: 3 clusters Score -6453070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6453084.500000 Penalty: 5545.878906
	Iteration 40F: 3 clusters Score -6453084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6453074.500000 Penalty: 5545.878906
	Iteration 41Q: 3 clusters Score -6453074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6453087.500000 Penalty: 5545.878906
	Iteration 42Q: 3 clusters Score -6453088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6453098.500000 Penalty: 5545.878906
	Iteration 43Q: 3 clusters Score -6453098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6453102.000000 Penalty: 5545.878906
	Iteration 44Q: 3 clusters Score -6453102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6453113.000000 Penalty: 5545.878906
	Iteration 45Q: 3 clusters Score -6453113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6453109.500000 Penalty: 5545.878906
	Iteration 46Q: 3 clusters Score -6453110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6453117.000000 Penalty: 5545.878906
	Iteration 47Q: 3 clusters Score -6453117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6453120.000000 Penalty: 5545.878906
	Iteration 48Q: 3 clusters Score -6453120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6453122.000000 Penalty: 5545.878906
	Iteration 49Q: 3 clusters Score -6453122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6453114.000000 Penalty: 5545.878906
	Iteration 50Q: 3 clusters Score -6453114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6453115.000000 Penalty: 5545.878906
	Iteration 51Q: 3 clusters Score -6453115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6453114.000000 Penalty: 5545.878906
	Iteration 52Q: 3 clusters Score -6453114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6453108.500000 Penalty: 5545.878906
	Iteration 53Q: 3 clusters Score -6453108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6453109.500000 Penalty: 5545.878906
	Iteration 54Q: 3 clusters Score -6453110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6453110.500000 Penalty: 5545.878906
	Iteration 55Q: 3 clusters Score -6453110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6453109.000000 Penalty: 5545.878906
	Iteration 56Q: 3 clusters Score -6453109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6453109.000000 Penalty: 5545.878906
	Iteration 57F: 3 clusters Score -6453109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Entering Unmasked Estep 
Score: -14181998.000000 Penalty: 2977.965820
	Iteration 0F: 2 clusters Score -1.4182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -14073007.000000 Penalty: 5955.931641
	Iteration 0F: 3 clusters Score -1.407301e+07 nChanged 78505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -14127432.000000 Penalty: 5955.931641
	Iteration 1F: 3 clusters Score -1.412743e+07 nChanged 13860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -14143424.000000 Penalty: 5955.931641
	Iteration 2F: 3 clusters Score -1.414342e+07 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -14163678.000000 Penalty: 5955.931641
	Iteration 3F: 3 clusters Score -1.416368e+07 nChanged 18037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -14179732.000000 Penalty: 5955.931641
	Iteration 4F: 3 clusters Score -1.417973e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 124113 members 
Entering Unmasked Estep 
Score: -14189219.000000 Penalty: 5955.931641
	Iteration 5F: 3 clusters Score -1.418922e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 131093 members 
Entering Unmasked Estep 
Score: -14194846.000000 Penalty: 5955.931641
	Iteration 6Q: 3 clusters Score -1.419485e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -14198720.000000 Penalty: 5955.931641
	Iteration 7Q: 3 clusters Score -1.419872e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 140271 members 
Entering Unmasked Estep 
Score: -14200849.000000 Penalty: 5955.931641
	Iteration 8Q: 3 clusters Score -1.420085e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -14202125.000000 Penalty: 5955.931641
	Iteration 9Q: 3 clusters Score -1.420212e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -14202654.000000 Penalty: 5955.931641
	Iteration 10Q: 3 clusters Score -1.420265e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 146714 members 
Entering Unmasked Estep 
Score: -14203030.000000 Penalty: 5955.931641
	Iteration 11Q: 3 clusters Score -1.420303e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -14203319.000000 Penalty: 5955.931641
	Iteration 12Q: 3 clusters Score -1.420332e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -14203537.000000 Penalty: 5955.931641
	Iteration 13Q: 3 clusters Score -1.420354e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 149366 members 
Entering Unmasked Estep 
Score: -14203553.000000 Penalty: 5955.931641
	Iteration 14Q: 3 clusters Score -1.420355e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 149884 members 
Entering Unmasked Estep 
Score: -14203596.000000 Penalty: 5955.931641
	Iteration 15Q: 3 clusters Score -1.42036e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -14203654.000000 Penalty: 5955.931641
	Iteration 16Q: 3 clusters Score -1.420365e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -14203649.000000 Penalty: 5955.931641
	Iteration 17Q: 3 clusters Score -1.420365e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -14203673.000000 Penalty: 5955.931641
	Iteration 18Q: 3 clusters Score -1.420367e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -14203676.000000 Penalty: 5955.931641
	Iteration 19Q: 3 clusters Score -1.420368e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 151045 members 
Entering Unmasked Estep 
Score: -14203706.000000 Penalty: 5955.931641
	Iteration 20F: 3 clusters Score -1.420371e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -14203700.000000 Penalty: 5955.931641
	Iteration 21Q: 3 clusters Score -1.42037e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -14203685.000000 Penalty: 5955.931641
	Iteration 22Q: 3 clusters Score -1.420368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 151276 members 
Entering Unmasked Estep 
Score: -14203703.000000 Penalty: 5955.931641
	Iteration 23Q: 3 clusters Score -1.42037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -14203690.000000 Penalty: 5955.931641
	Iteration 24Q: 3 clusters Score -1.420369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 151336 members 
Entering Unmasked Estep 
Score: -14203719.000000 Penalty: 5955.931641
	Iteration 25Q: 3 clusters Score -1.420372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 151359 members 
Entering Unmasked Estep 
Score: -14203716.000000 Penalty: 5955.931641
	Iteration 26Q: 3 clusters Score -1.420372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 151375 members 
Entering Unmasked Estep 
Score: -14203718.000000 Penalty: 5955.931641
	Iteration 27Q: 3 clusters Score -1.420372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 151384 members 
Entering Unmasked Estep 
Score: -14203719.000000 Penalty: 5955.931641
	Iteration 28Q: 3 clusters Score -1.420372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -14203716.000000 Penalty: 5955.931641
	Iteration 29Q: 3 clusters Score -1.420372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 151391 members 
Entering Unmasked Estep 
Score: -14203706.000000 Penalty: 5955.931641
	Iteration 30Q: 3 clusters Score -1.420371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -14203710.000000 Penalty: 5955.931641
	Iteration 31Q: 3 clusters Score -1.420371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 151395 members 
Entering Unmasked Estep 
Score: -14203705.000000 Penalty: 5955.931641
	Iteration 32Q: 3 clusters Score -1.42037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -14203709.000000 Penalty: 5955.931641
	Iteration 33Q: 3 clusters Score -1.420371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -14203709.000000 Penalty: 5955.931641
	Iteration 34F: 3 clusters Score -1.420371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 31165 members 
Mstep: Class 17 contains 11493 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 19 contains 171166 members 
Mstep: Class 20 contains 12653 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 18506 members 
Mstep: Class 23 contains 21572 members 
Mstep: Class 24 contains 439083 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 19448 members 
Mstep: Class 27 contains 151397 members 
Entering Unmasked Estep 
Score: -146377856.000000 Penalty: 96083.218750
Splitting cluster 20 changes total score from -146304400.000000 to -146377856.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29906 members 
Mstep: Class 3 contains 38631 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 26779 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 215423 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 71512 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 31165 members 
Mstep: Class 17 contains 11493 members 
Mstep: Class 18 contains 71769 members 
Mstep: Class 20 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146399680.000000 Penalty: 96083.218750
Iteration 39Q: 28 clusters Score -1.463997e+08 nChanged 42367
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 29604 members 
Mstep: Class 3 contains 39223 members 
Mstep: Class 4 contains 20421 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 26037 members 
Mstep: Class 7 contains 27599 members 
Mstep: Class 8 contains 148317 members 
Mstep: Class 9 contains 71653 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 216753 members 
Mstep: Class 12 contains 29041 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 73283 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 31170 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 72436 members 
Mstep: Class 19 contains 168249 members 
Mstep: Class 20 contains 12926 members 
Mstep: Class 21 contains 33674 members 
Mstep: Class 22 contains 17676 members 
Mstep: Class 23 contains 21093 members 
Mstep: Class 24 contains 435911 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 19045 members 
Mstep: Class 27 contains 152462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2776.499023 but Gain 3558.640625
Score: -146425344.000000 Penalty: 92524.578125
Iteration 40F: 27 clusters Score -1.464253e+08 nChanged 36888
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 29081 members 
Mstep: Class 3 contains 39094 members 
Mstep: Class 4 contains 19949 members 
Mstep: Class 6 contains 27251 members 
Mstep: Class 7 contains 29280 members 
Mstep: Class 8 contains 147124 members 
Mstep: Class 9 contains 69830 members 
Mstep: Class 10 contains 7315 members 
Mstep: Class 11 contains 216506 members 
Mstep: Class 12 contains 28929 members 
Mstep: Class 13 contains 18029 members 
Mstep: Class 14 contains 74374 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 30344 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 71702 members 
Mstep: Class 19 contains 166667 members 
Mstep: Class 20 contains 13352 members 
Mstep: Class 21 contains 31842 members 
Mstep: Class 22 contains 17919 members 
Mstep: Class 23 contains 21167 members 
Mstep: Class 24 contains 435725 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 18833 members 
Mstep: Class 27 contains 159701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440432.000000 Penalty: 92524.578125
Iteration 41Q: 27 clusters Score -1.464404e+08 nChanged 24858
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 28518 members 
Mstep: Class 3 contains 39090 members 
Mstep: Class 4 contains 19546 members 
Mstep: Class 6 contains 28451 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 146178 members 
Mstep: Class 9 contains 68415 members 
Mstep: Class 10 contains 7364 members 
Mstep: Class 11 contains 216348 members 
Mstep: Class 12 contains 28818 members 
Mstep: Class 13 contains 18126 members 
Mstep: Class 14 contains 74736 members 
Mstep: Class 15 contains 8644 members 
Mstep: Class 16 contains 29612 members 
Mstep: Class 17 contains 11037 members 
Mstep: Class 18 contains 71218 members 
Mstep: Class 19 contains 164900 members 
Mstep: Class 20 contains 14083 members 
Mstep: Class 21 contains 30416 members 
Mstep: Class 22 contains 18041 members 
Mstep: Class 23 contains 21210 members 
Mstep: Class 24 contains 435113 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 18699 members 
Mstep: Class 27 contains 164966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446848.000000 Penalty: 92524.578125
Iteration 42Q: 27 clusters Score -1.464468e+08 nChanged 20259
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 27932 members 
Mstep: Class 3 contains 39193 members 
Mstep: Class 4 contains 19166 members 
Mstep: Class 6 contains 29654 members 
Mstep: Class 7 contains 29374 members 
Mstep: Class 8 contains 145377 members 
Mstep: Class 9 contains 67424 members 
Mstep: Class 10 contains 7362 members 
Mstep: Class 11 contains 216222 members 
Mstep: Class 12 contains 28683 members 
Mstep: Class 13 contains 18204 members 
Mstep: Class 14 contains 74834 members 
Mstep: Class 15 contains 9597 members 
Mstep: Class 16 contains 28962 members 
Mstep: Class 17 contains 11018 members 
Mstep: Class 18 contains 70942 members 
Mstep: Class 19 contains 163446 members 
Mstep: Class 20 contains 14955 members 
Mstep: Class 21 contains 29329 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 21212 members 
Mstep: Class 24 contains 434423 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 18633 members 
Mstep: Class 27 contains 168982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451856.000000 Penalty: 92524.578125
Iteration 43Q: 27 clusters Score -1.464519e+08 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 27311 members 
Mstep: Class 3 contains 39267 members 
Mstep: Class 4 contains 18755 members 
Mstep: Class 6 contains 30868 members 
Mstep: Class 7 contains 29286 members 
Mstep: Class 8 contains 144637 members 
Mstep: Class 9 contains 66694 members 
Mstep: Class 10 contains 7328 members 
Mstep: Class 11 contains 216064 members 
Mstep: Class 12 contains 28552 members 
Mstep: Class 13 contains 18261 members 
Mstep: Class 14 contains 74727 members 
Mstep: Class 15 contains 10551 members 
Mstep: Class 16 contains 28431 members 
Mstep: Class 17 contains 11009 members 
Mstep: Class 18 contains 70726 members 
Mstep: Class 19 contains 162259 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 28496 members 
Mstep: Class 22 contains 18154 members 
Mstep: Class 23 contains 21187 members 
Mstep: Class 24 contains 433811 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 18596 members 
Mstep: Class 27 contains 172282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146455872.000000 Penalty: 92524.578125
Iteration 44Q: 27 clusters Score -1.464559e+08 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 26686 members 
Mstep: Class 3 contains 39356 members 
Mstep: Class 4 contains 18360 members 
Mstep: Class 6 contains 31970 members 
Mstep: Class 7 contains 29111 members 
Mstep: Class 8 contains 144025 members 
Mstep: Class 9 contains 66127 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 11 contains 215917 members 
Mstep: Class 12 contains 28454 members 
Mstep: Class 13 contains 18308 members 
Mstep: Class 14 contains 74547 members 
Mstep: Class 15 contains 11450 members 
Mstep: Class 16 contains 27983 members 
Mstep: Class 17 contains 11009 members 
Mstep: Class 18 contains 70587 members 
Mstep: Class 19 contains 161297 members 
Mstep: Class 20 contains 16675 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 18196 members 
Mstep: Class 23 contains 21176 members 
Mstep: Class 24 contains 433083 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 18575 members 
Mstep: Class 27 contains 175127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146458768.000000 Penalty: 92524.578125
Iteration 45Q: 27 clusters Score -1.464588e+08 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 26047 members 
Mstep: Class 3 contains 39461 members 
Mstep: Class 4 contains 17946 members 
Mstep: Class 6 contains 33038 members 
Mstep: Class 7 contains 28913 members 
Mstep: Class 8 contains 143403 members 
Mstep: Class 9 contains 65823 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 215758 members 
Mstep: Class 12 contains 28375 members 
Mstep: Class 13 contains 18333 members 
Mstep: Class 14 contains 74259 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 27568 members 
Mstep: Class 17 contains 11007 members 
Mstep: Class 18 contains 70434 members 
Mstep: Class 19 contains 160501 members 
Mstep: Class 20 contains 17441 members 
Mstep: Class 21 contains 27297 members 
Mstep: Class 22 contains 18223 members 
Mstep: Class 23 contains 21194 members 
Mstep: Class 24 contains 432321 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 177757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461632.000000 Penalty: 92524.578125
Iteration 46Q: 27 clusters Score -1.464616e+08 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 25410 members 
Mstep: Class 3 contains 39577 members 
Mstep: Class 4 contains 17595 members 
Mstep: Class 6 contains 34015 members 
Mstep: Class 7 contains 28740 members 
Mstep: Class 8 contains 142800 members 
Mstep: Class 9 contains 65645 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 215615 members 
Mstep: Class 12 contains 28307 members 
Mstep: Class 13 contains 18363 members 
Mstep: Class 14 contains 73893 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 27198 members 
Mstep: Class 17 contains 11003 members 
Mstep: Class 18 contains 70251 members 
Mstep: Class 19 contains 159875 members 
Mstep: Class 20 contains 18186 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 18229 members 
Mstep: Class 23 contains 21248 members 
Mstep: Class 24 contains 431506 members 
Mstep: Class 25 contains 305 members 
Mstep: Class 26 contains 18576 members 
Mstep: Class 27 contains 180098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462832.000000 Penalty: 92524.578125
Iteration 47Q: 27 clusters Score -1.464628e+08 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 24759 members 
Mstep: Class 3 contains 39666 members 
Mstep: Class 4 contains 17289 members 
Mstep: Class 6 contains 34928 members 
Mstep: Class 7 contains 28547 members 
Mstep: Class 8 contains 142214 members 
Mstep: Class 9 contains 65555 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 215460 members 
Mstep: Class 12 contains 28250 members 
Mstep: Class 13 contains 18385 members 
Mstep: Class 14 contains 73470 members 
Mstep: Class 15 contains 13628 members 
Mstep: Class 16 contains 26894 members 
Mstep: Class 17 contains 11001 members 
Mstep: Class 18 contains 70089 members 
Mstep: Class 19 contains 159346 members 
Mstep: Class 20 contains 18858 members 
Mstep: Class 21 contains 26657 members 
Mstep: Class 22 contains 18246 members 
Mstep: Class 23 contains 21289 members 
Mstep: Class 24 contains 430767 members 
Mstep: Class 25 contains 305 members 
Mstep: Class 26 contains 18586 members 
Mstep: Class 27 contains 182247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146464656.000000 Penalty: 92524.578125
Iteration 48Q: 27 clusters Score -1.464647e+08 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 24205 members 
Mstep: Class 3 contains 39716 members 
Mstep: Class 4 contains 17020 members 
Mstep: Class 6 contains 35710 members 
Mstep: Class 7 contains 28333 members 
Mstep: Class 8 contains 141754 members 
Mstep: Class 9 contains 65520 members 
Mstep: Class 10 contains 7187 members 
Mstep: Class 11 contains 215311 members 
Mstep: Class 12 contains 28180 members 
Mstep: Class 13 contains 18431 members 
Mstep: Class 14 contains 72992 members 
Mstep: Class 15 contains 14186 members 
Mstep: Class 16 contains 26654 members 
Mstep: Class 17 contains 10998 members 
Mstep: Class 18 contains 69942 members 
Mstep: Class 19 contains 158904 members 
Mstep: Class 20 contains 19455 members 
Mstep: Class 21 contains 26409 members 
Mstep: Class 22 contains 18247 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 430062 members 
Mstep: Class 25 contains 305 members 
Mstep: Class 26 contains 18616 members 
Mstep: Class 27 contains 184254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146466368.000000 Penalty: 92524.578125
Iteration 49Q: 27 clusters Score -1.464664e+08 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 23663 members 
Mstep: Class 3 contains 39782 members 
Mstep: Class 4 contains 16781 members 
Mstep: Class 6 contains 36482 members 
Mstep: Class 7 contains 28149 members 
Mstep: Class 8 contains 141300 members 
Mstep: Class 9 contains 65650 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 215182 members 
Mstep: Class 12 contains 28126 members 
Mstep: Class 13 contains 18477 members 
Mstep: Class 14 contains 72519 members 
Mstep: Class 15 contains 14672 members 
Mstep: Class 16 contains 26455 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 69810 members 
Mstep: Class 19 contains 158501 members 
Mstep: Class 20 contains 20086 members 
Mstep: Class 21 contains 26191 members 
Mstep: Class 22 contains 18255 members 
Mstep: Class 23 contains 21328 members 
Mstep: Class 24 contains 429266 members 
Mstep: Class 25 contains 304 members 
Mstep: Class 26 contains 18641 members 
Mstep: Class 27 contains 185980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146467824.000000 Penalty: 92524.578125
Iteration 50Q: 27 clusters Score -1.464678e+08 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 23135 members 
Mstep: Class 3 contains 39859 members 
Mstep: Class 4 contains 16594 members 
Mstep: Class 6 contains 37175 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 140853 members 
Mstep: Class 9 contains 65829 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 215051 members 
Mstep: Class 12 contains 28071 members 
Mstep: Class 13 contains 18516 members 
Mstep: Class 14 contains 72032 members 
Mstep: Class 15 contains 15089 members 
Mstep: Class 16 contains 26282 members 
Mstep: Class 17 contains 11004 members 
Mstep: Class 18 contains 69653 members 
Mstep: Class 19 contains 158135 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 26040 members 
Mstep: Class 22 contains 18263 members 
Mstep: Class 23 contains 21360 members 
Mstep: Class 24 contains 428484 members 
Mstep: Class 25 contains 303 members 
Mstep: Class 26 contains 18667 members 
Mstep: Class 27 contains 187653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469248.000000 Penalty: 92524.578125
Iteration 51Q: 27 clusters Score -1.464692e+08 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 22589 members 
Mstep: Class 3 contains 39923 members 
Mstep: Class 4 contains 16402 members 
Mstep: Class 6 contains 37810 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 140425 members 
Mstep: Class 9 contains 66081 members 
Mstep: Class 10 contains 7110 members 
Mstep: Class 11 contains 214939 members 
Mstep: Class 12 contains 28015 members 
Mstep: Class 13 contains 18556 members 
Mstep: Class 14 contains 71574 members 
Mstep: Class 15 contains 15523 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 11010 members 
Mstep: Class 18 contains 69485 members 
Mstep: Class 19 contains 157809 members 
Mstep: Class 20 contains 21068 members 
Mstep: Class 21 contains 25924 members 
Mstep: Class 22 contains 18249 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 427774 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18694 members 
Mstep: Class 27 contains 189168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470160.000000 Penalty: 92524.578125
Iteration 52Q: 27 clusters Score -1.464702e+08 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 39976 members 
Mstep: Class 4 contains 16228 members 
Mstep: Class 6 contains 38394 members 
Mstep: Class 7 contains 27640 members 
Mstep: Class 8 contains 140031 members 
Mstep: Class 9 contains 66397 members 
Mstep: Class 10 contains 7079 members 
Mstep: Class 11 contains 214825 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 18596 members 
Mstep: Class 14 contains 71122 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 25979 members 
Mstep: Class 17 contains 11014 members 
Mstep: Class 18 contains 69313 members 
Mstep: Class 19 contains 157518 members 
Mstep: Class 20 contains 21515 members 
Mstep: Class 21 contains 25814 members 
Mstep: Class 22 contains 18230 members 
Mstep: Class 23 contains 21464 members 
Mstep: Class 24 contains 427139 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 18726 members 
Mstep: Class 27 contains 190524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470592.000000 Penalty: 92524.578125
Iteration 53Q: 27 clusters Score -1.464706e+08 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 21464 members 
Mstep: Class 3 contains 40001 members 
Mstep: Class 4 contains 16054 members 
Mstep: Class 6 contains 38870 members 
Mstep: Class 7 contains 27509 members 
Mstep: Class 8 contains 139667 members 
Mstep: Class 9 contains 66771 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 214746 members 
Mstep: Class 12 contains 27942 members 
Mstep: Class 13 contains 18635 members 
Mstep: Class 14 contains 70682 members 
Mstep: Class 15 contains 16278 members 
Mstep: Class 16 contains 25831 members 
Mstep: Class 17 contains 11019 members 
Mstep: Class 18 contains 69136 members 
Mstep: Class 19 contains 157292 members 
Mstep: Class 20 contains 21904 members 
Mstep: Class 21 contains 25749 members 
Mstep: Class 22 contains 18208 members 
Mstep: Class 23 contains 21524 members 
Mstep: Class 24 contains 426593 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18755 members 
Mstep: Class 27 contains 191812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146471072.000000 Penalty: 92524.578125
Iteration 54Q: 27 clusters Score -1.464711e+08 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 20874 members 
Mstep: Class 3 contains 40032 members 
Mstep: Class 4 contains 15900 members 
Mstep: Class 6 contains 39270 members 
Mstep: Class 7 contains 27400 members 
Mstep: Class 8 contains 139376 members 
Mstep: Class 9 contains 67185 members 
Mstep: Class 10 contains 7016 members 
Mstep: Class 11 contains 214683 members 
Mstep: Class 12 contains 27916 members 
Mstep: Class 13 contains 18655 members 
Mstep: Class 14 contains 70212 members 
Mstep: Class 15 contains 16578 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 11023 members 
Mstep: Class 18 contains 68969 members 
Mstep: Class 19 contains 157086 members 
Mstep: Class 20 contains 22265 members 
Mstep: Class 21 contains 25695 members 
Mstep: Class 22 contains 18185 members 
Mstep: Class 23 contains 21581 members 
Mstep: Class 24 contains 426135 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18784 members 
Mstep: Class 27 contains 192973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472208.000000 Penalty: 92524.578125
Iteration 55Q: 27 clusters Score -1.464722e+08 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 20265 members 
Mstep: Class 3 contains 40052 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 6 contains 39616 members 
Mstep: Class 7 contains 27320 members 
Mstep: Class 8 contains 139079 members 
Mstep: Class 9 contains 67700 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 214608 members 
Mstep: Class 12 contains 27900 members 
Mstep: Class 13 contains 18692 members 
Mstep: Class 14 contains 69732 members 
Mstep: Class 15 contains 16822 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 11019 members 
Mstep: Class 18 contains 68854 members 
Mstep: Class 19 contains 156930 members 
Mstep: Class 20 contains 22610 members 
Mstep: Class 21 contains 25639 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 21632 members 
Mstep: Class 24 contains 425766 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18816 members 
Mstep: Class 27 contains 193945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472112.000000 Penalty: 92524.578125
Iteration 56Q: 27 clusters Score -1.464721e+08 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 19711 members 
Mstep: Class 3 contains 40057 members 
Mstep: Class 4 contains 15665 members 
Mstep: Class 6 contains 39951 members 
Mstep: Class 7 contains 27246 members 
Mstep: Class 8 contains 138795 members 
Mstep: Class 9 contains 68207 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 214508 members 
Mstep: Class 12 contains 27904 members 
Mstep: Class 13 contains 18709 members 
Mstep: Class 14 contains 69285 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 11020 members 
Mstep: Class 18 contains 68745 members 
Mstep: Class 19 contains 156787 members 
Mstep: Class 20 contains 22926 members 
Mstep: Class 21 contains 25614 members 
Mstep: Class 22 contains 18123 members 
Mstep: Class 23 contains 21709 members 
Mstep: Class 24 contains 425408 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18843 members 
Mstep: Class 27 contains 194815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472624.000000 Penalty: 92524.578125
Iteration 57Q: 27 clusters Score -1.464726e+08 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 40036 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 6 contains 40221 members 
Mstep: Class 7 contains 27167 members 
Mstep: Class 8 contains 138524 members 
Mstep: Class 9 contains 68706 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 214443 members 
Mstep: Class 12 contains 27923 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 68827 members 
Mstep: Class 15 contains 17245 members 
Mstep: Class 16 contains 25445 members 
Mstep: Class 17 contains 11016 members 
Mstep: Class 18 contains 68631 members 
Mstep: Class 19 contains 156630 members 
Mstep: Class 20 contains 23191 members 
Mstep: Class 21 contains 25587 members 
Mstep: Class 22 contains 18100 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 425105 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18862 members 
Mstep: Class 27 contains 195717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472976.000000 Penalty: 92524.578125
Iteration 58Q: 27 clusters Score -1.46473e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 40020 members 
Mstep: Class 4 contains 15455 members 
Mstep: Class 6 contains 40450 members 
Mstep: Class 7 contains 27088 members 
Mstep: Class 8 contains 138239 members 
Mstep: Class 9 contains 69257 members 
Mstep: Class 10 contains 6902 members 
Mstep: Class 11 contains 214375 members 
Mstep: Class 12 contains 27948 members 
Mstep: Class 13 contains 18742 members 
Mstep: Class 14 contains 68399 members 
Mstep: Class 15 contains 17444 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 17 contains 11015 members 
Mstep: Class 18 contains 68517 members 
Mstep: Class 19 contains 156490 members 
Mstep: Class 20 contains 23411 members 
Mstep: Class 21 contains 25549 members 
Mstep: Class 22 contains 18062 members 
Mstep: Class 23 contains 21897 members 
Mstep: Class 24 contains 424813 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18883 members 
Mstep: Class 27 contains 196605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146473376.000000 Penalty: 92524.578125
Iteration 59Q: 27 clusters Score -1.464734e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 18067 members 
Mstep: Class 3 contains 39990 members 
Mstep: Class 4 contains 15360 members 
Mstep: Class 6 contains 40646 members 
Mstep: Class 7 contains 27022 members 
Mstep: Class 8 contains 138001 members 
Mstep: Class 9 contains 69801 members 
Mstep: Class 10 contains 6880 members 
Mstep: Class 11 contains 214278 members 
Mstep: Class 12 contains 27967 members 
Mstep: Class 13 contains 18745 members 
Mstep: Class 14 contains 68042 members 
Mstep: Class 15 contains 17635 members 
Mstep: Class 16 contains 25292 members 
Mstep: Class 17 contains 11011 members 
Mstep: Class 18 contains 68425 members 
Mstep: Class 19 contains 156345 members 
Mstep: Class 20 contains 23622 members 
Mstep: Class 21 contains 25536 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 22029 members 
Mstep: Class 24 contains 424545 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18900 members 
Mstep: Class 27 contains 197385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474736.000000 Penalty: 92524.578125
Iteration 60F: 27 clusters Score -1.464747e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17595 members 
Mstep: Class 3 contains 39947 members 
Mstep: Class 4 contains 15267 members 
Mstep: Class 6 contains 40842 members 
Mstep: Class 7 contains 26953 members 
Mstep: Class 8 contains 137780 members 
Mstep: Class 9 contains 70332 members 
Mstep: Class 10 contains 6863 members 
Mstep: Class 11 contains 214198 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 18746 members 
Mstep: Class 14 contains 67695 members 
Mstep: Class 15 contains 17886 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 68323 members 
Mstep: Class 19 contains 156161 members 
Mstep: Class 20 contains 23794 members 
Mstep: Class 21 contains 25536 members 
Mstep: Class 22 contains 18007 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 424270 members 
Mstep: Class 25 contains 316 members 
Mstep: Class 26 contains 18909 members 
Mstep: Class 27 contains 198084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474624.000000 Penalty: 92524.578125
Iteration 61Q: 27 clusters Score -1.464746e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17114 members 
Mstep: Class 3 contains 39912 members 
Mstep: Class 4 contains 15190 members 
Mstep: Class 6 contains 41035 members 
Mstep: Class 7 contains 26895 members 
Mstep: Class 8 contains 137596 members 
Mstep: Class 9 contains 70912 members 
Mstep: Class 10 contains 6849 members 
Mstep: Class 11 contains 214065 members 
Mstep: Class 12 contains 27995 members 
Mstep: Class 13 contains 18770 members 
Mstep: Class 14 contains 67381 members 
Mstep: Class 15 contains 18123 members 
Mstep: Class 16 contains 25175 members 
Mstep: Class 17 contains 11010 members 
Mstep: Class 18 contains 68240 members 
Mstep: Class 19 contains 156004 members 
Mstep: Class 20 contains 23951 members 
Mstep: Class 21 contains 25527 members 
Mstep: Class 22 contains 17976 members 
Mstep: Class 23 contains 22258 members 
Mstep: Class 24 contains 423962 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 18927 members 
Mstep: Class 27 contains 198701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474992.000000 Penalty: 92524.578125
Iteration 62Q: 27 clusters Score -1.46475e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 16656 members 
Mstep: Class 3 contains 39858 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 6 contains 41219 members 
Mstep: Class 7 contains 26852 members 
Mstep: Class 8 contains 137416 members 
Mstep: Class 9 contains 71513 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 213916 members 
Mstep: Class 12 contains 28017 members 
Mstep: Class 13 contains 18794 members 
Mstep: Class 14 contains 67057 members 
Mstep: Class 15 contains 18351 members 
Mstep: Class 16 contains 25135 members 
Mstep: Class 17 contains 11012 members 
Mstep: Class 18 contains 68182 members 
Mstep: Class 19 contains 155853 members 
Mstep: Class 20 contains 24121 members 
Mstep: Class 21 contains 25500 members 
Mstep: Class 22 contains 17934 members 
Mstep: Class 23 contains 22386 members 
Mstep: Class 24 contains 423639 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18942 members 
Mstep: Class 27 contains 199269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474768.000000 Penalty: 92524.578125
Iteration 63Q: 27 clusters Score -1.464748e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 16175 members 
Mstep: Class 3 contains 39819 members 
Mstep: Class 4 contains 15068 members 
Mstep: Class 6 contains 41355 members 
Mstep: Class 7 contains 26807 members 
Mstep: Class 8 contains 137263 members 
Mstep: Class 9 contains 72175 members 
Mstep: Class 10 contains 6835 members 
Mstep: Class 11 contains 213787 members 
Mstep: Class 12 contains 28027 members 
Mstep: Class 13 contains 18822 members 
Mstep: Class 14 contains 66787 members 
Mstep: Class 15 contains 18562 members 
Mstep: Class 16 contains 25089 members 
Mstep: Class 17 contains 11014 members 
Mstep: Class 18 contains 68141 members 
Mstep: Class 19 contains 155693 members 
Mstep: Class 20 contains 24271 members 
Mstep: Class 21 contains 25471 members 
Mstep: Class 22 contains 17899 members 
Mstep: Class 23 contains 22495 members 
Mstep: Class 24 contains 423349 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18950 members 
Mstep: Class 27 contains 199743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475232.000000 Penalty: 92524.578125
Iteration 64Q: 27 clusters Score -1.464752e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 15727 members 
Mstep: Class 3 contains 39804 members 
Mstep: Class 4 contains 15008 members 
Mstep: Class 6 contains 41459 members 
Mstep: Class 7 contains 26772 members 
Mstep: Class 8 contains 137118 members 
Mstep: Class 9 contains 72802 members 
Mstep: Class 10 contains 6830 members 
Mstep: Class 11 contains 213714 members 
Mstep: Class 12 contains 28050 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 66518 members 
Mstep: Class 15 contains 18751 members 
Mstep: Class 16 contains 25052 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 68104 members 
Mstep: Class 19 contains 155553 members 
Mstep: Class 20 contains 24400 members 
Mstep: Class 21 contains 25444 members 
Mstep: Class 22 contains 17863 members 
Mstep: Class 23 contains 22586 members 
Mstep: Class 24 contains 423110 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 18956 members 
Mstep: Class 27 contains 200143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475200.000000 Penalty: 92524.578125
Iteration 65Q: 27 clusters Score -1.464752e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 15326 members 
Mstep: Class 3 contains 39764 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 6 contains 41556 members 
Mstep: Class 7 contains 26740 members 
Mstep: Class 8 contains 136975 members 
Mstep: Class 9 contains 73344 members 
Mstep: Class 10 contains 6827 members 
Mstep: Class 11 contains 213629 members 
Mstep: Class 12 contains 28069 members 
Mstep: Class 13 contains 18855 members 
Mstep: Class 14 contains 66292 members 
Mstep: Class 15 contains 18914 members 
Mstep: Class 16 contains 25027 members 
Mstep: Class 17 contains 11003 members 
Mstep: Class 18 contains 68063 members 
Mstep: Class 19 contains 155414 members 
Mstep: Class 20 contains 24495 members 
Mstep: Class 21 contains 25425 members 
Mstep: Class 22 contains 17820 members 
Mstep: Class 23 contains 22684 members 
Mstep: Class 24 contains 422944 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 18961 members 
Mstep: Class 27 contains 200533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475408.000000 Penalty: 92524.578125
Iteration 66Q: 27 clusters Score -1.464754e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 14960 members 
Mstep: Class 3 contains 39745 members 
Mstep: Class 4 contains 14903 members 
Mstep: Class 6 contains 41642 members 
Mstep: Class 7 contains 26709 members 
Mstep: Class 8 contains 136847 members 
Mstep: Class 9 contains 73870 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 213549 members 
Mstep: Class 12 contains 28074 members 
Mstep: Class 13 contains 18870 members 
Mstep: Class 14 contains 66074 members 
Mstep: Class 15 contains 19044 members 
Mstep: Class 16 contains 25001 members 
Mstep: Class 17 contains 11002 members 
Mstep: Class 18 contains 68042 members 
Mstep: Class 19 contains 155307 members 
Mstep: Class 20 contains 24577 members 
Mstep: Class 21 contains 25411 members 
Mstep: Class 22 contains 17783 members 
Mstep: Class 23 contains 22781 members 
Mstep: Class 24 contains 422746 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 200916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475408.000000 Penalty: 92524.578125
Iteration 67Q: 27 clusters Score -1.464754e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 39722 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 6 contains 41726 members 
Mstep: Class 7 contains 26684 members 
Mstep: Class 8 contains 136715 members 
Mstep: Class 9 contains 74431 members 
Mstep: Class 10 contains 6818 members 
Mstep: Class 11 contains 213438 members 
Mstep: Class 12 contains 28095 members 
Mstep: Class 13 contains 18887 members 
Mstep: Class 14 contains 65856 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 24985 members 
Mstep: Class 17 contains 10997 members 
Mstep: Class 18 contains 68011 members 
Mstep: Class 19 contains 155184 members 
Mstep: Class 20 contains 24650 members 
Mstep: Class 21 contains 25402 members 
Mstep: Class 22 contains 17720 members 
Mstep: Class 23 contains 22883 members 
Mstep: Class 24 contains 422545 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18960 members 
Mstep: Class 27 contains 201287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475616.000000 Penalty: 92524.578125
Iteration 68Q: 27 clusters Score -1.464756e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 39710 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 6 contains 41831 members 
Mstep: Class 7 contains 26664 members 
Mstep: Class 8 contains 136548 members 
Mstep: Class 9 contains 74979 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 213343 members 
Mstep: Class 12 contains 28130 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 65685 members 
Mstep: Class 15 contains 19282 members 
Mstep: Class 16 contains 24955 members 
Mstep: Class 17 contains 10998 members 
Mstep: Class 18 contains 67984 members 
Mstep: Class 19 contains 155076 members 
Mstep: Class 20 contains 24725 members 
Mstep: Class 21 contains 25400 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 22977 members 
Mstep: Class 24 contains 422310 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18945 members 
Mstep: Class 27 contains 201636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475760.000000 Penalty: 92524.578125
Iteration 69Q: 27 clusters Score -1.464758e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 39685 members 
Mstep: Class 4 contains 14818 members 
Mstep: Class 6 contains 41913 members 
Mstep: Class 7 contains 26654 members 
Mstep: Class 8 contains 136404 members 
Mstep: Class 9 contains 75566 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 213247 members 
Mstep: Class 12 contains 28162 members 
Mstep: Class 13 contains 18915 members 
Mstep: Class 14 contains 65537 members 
Mstep: Class 15 contains 19389 members 
Mstep: Class 16 contains 24938 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 67958 members 
Mstep: Class 19 contains 154987 members 
Mstep: Class 20 contains 24796 members 
Mstep: Class 21 contains 25391 members 
Mstep: Class 22 contains 17613 members 
Mstep: Class 23 contains 23057 members 
Mstep: Class 24 contains 422066 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18933 members 
Mstep: Class 27 contains 201946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475872.000000 Penalty: 92524.578125
Iteration 70Q: 27 clusters Score -1.464759e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 39680 members 
Mstep: Class 4 contains 14791 members 
Mstep: Class 6 contains 41977 members 
Mstep: Class 7 contains 26642 members 
Mstep: Class 8 contains 136258 members 
Mstep: Class 9 contains 76168 members 
Mstep: Class 10 contains 6803 members 
Mstep: Class 11 contains 213128 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 18930 members 
Mstep: Class 14 contains 65389 members 
Mstep: Class 15 contains 19475 members 
Mstep: Class 16 contains 24921 members 
Mstep: Class 17 contains 11003 members 
Mstep: Class 18 contains 67943 members 
Mstep: Class 19 contains 154905 members 
Mstep: Class 20 contains 24854 members 
Mstep: Class 21 contains 25378 members 
Mstep: Class 22 contains 17570 members 
Mstep: Class 23 contains 23117 members 
Mstep: Class 24 contains 421898 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18927 members 
Mstep: Class 27 contains 202221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475952.000000 Penalty: 92524.578125
Iteration 71Q: 27 clusters Score -1.46476e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13138 members 
Mstep: Class 3 contains 39663 members 
Mstep: Class 4 contains 14763 members 
Mstep: Class 6 contains 42020 members 
Mstep: Class 7 contains 26623 members 
Mstep: Class 8 contains 136112 members 
Mstep: Class 9 contains 76801 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 213033 members 
Mstep: Class 12 contains 28214 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 65250 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 24910 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 67927 members 
Mstep: Class 19 contains 154830 members 
Mstep: Class 20 contains 24911 members 
Mstep: Class 21 contains 25369 members 
Mstep: Class 22 contains 17529 members 
Mstep: Class 23 contains 23182 members 
Mstep: Class 24 contains 421689 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18916 members 
Mstep: Class 27 contains 202509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146476000.000000 Penalty: 92524.578125
Iteration 72Q: 27 clusters Score -1.46476e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 39642 members 
Mstep: Class 4 contains 14742 members 
Mstep: Class 6 contains 42073 members 
Mstep: Class 7 contains 26616 members 
Mstep: Class 8 contains 135995 members 
Mstep: Class 9 contains 77440 members 
Mstep: Class 10 contains 6800 members 
Mstep: Class 11 contains 212931 members 
Mstep: Class 12 contains 28219 members 
Mstep: Class 13 contains 18957 members 
Mstep: Class 14 contains 65125 members 
Mstep: Class 15 contains 19610 members 
Mstep: Class 16 contains 24895 members 
Mstep: Class 17 contains 11001 members 
Mstep: Class 18 contains 67904 members 
Mstep: Class 19 contains 154758 members 
Mstep: Class 20 contains 24946 members 
Mstep: Class 21 contains 25352 members 
Mstep: Class 22 contains 17492 members 
Mstep: Class 23 contains 23264 members 
Mstep: Class 24 contains 421497 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 202759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146476640.000000 Penalty: 92524.578125
Iteration 73Q: 27 clusters Score -1.464766e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12412 members 
Mstep: Class 3 contains 39629 members 
Mstep: Class 4 contains 14709 members 
Mstep: Class 6 contains 42123 members 
Mstep: Class 7 contains 26602 members 
Mstep: Class 8 contains 135900 members 
Mstep: Class 9 contains 78062 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 212858 members 
Mstep: Class 12 contains 28226 members 
Mstep: Class 13 contains 18973 members 
Mstep: Class 14 contains 65023 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 24869 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 67890 members 
Mstep: Class 19 contains 154685 members 
Mstep: Class 20 contains 24988 members 
Mstep: Class 21 contains 25350 members 
Mstep: Class 22 contains 17458 members 
Mstep: Class 23 contains 23324 members 
Mstep: Class 24 contains 421283 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18903 members 
Mstep: Class 27 contains 202968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146476896.000000 Penalty: 92524.578125
Iteration 74Q: 27 clusters Score -1.464769e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 39624 members 
Mstep: Class 4 contains 14680 members 
Mstep: Class 6 contains 42165 members 
Mstep: Class 7 contains 26594 members 
Mstep: Class 8 contains 135800 members 
Mstep: Class 9 contains 78656 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 212802 members 
Mstep: Class 12 contains 28226 members 
Mstep: Class 13 contains 18982 members 
Mstep: Class 14 contains 64933 members 
Mstep: Class 15 contains 19732 members 
Mstep: Class 16 contains 24848 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 67868 members 
Mstep: Class 19 contains 154625 members 
Mstep: Class 20 contains 25029 members 
Mstep: Class 21 contains 25343 members 
Mstep: Class 22 contains 17428 members 
Mstep: Class 23 contains 23391 members 
Mstep: Class 24 contains 421078 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18898 members 
Mstep: Class 27 contains 203152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477072.000000 Penalty: 92524.578125
Iteration 75Q: 27 clusters Score -1.464771e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 39627 members 
Mstep: Class 4 contains 14657 members 
Mstep: Class 6 contains 42190 members 
Mstep: Class 7 contains 26578 members 
Mstep: Class 8 contains 135709 members 
Mstep: Class 9 contains 79232 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 212721 members 
Mstep: Class 12 contains 28228 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 64822 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 24829 members 
Mstep: Class 17 contains 11001 members 
Mstep: Class 18 contains 67849 members 
Mstep: Class 19 contains 154590 members 
Mstep: Class 20 contains 25071 members 
Mstep: Class 21 contains 25333 members 
Mstep: Class 22 contains 17386 members 
Mstep: Class 23 contains 23454 members 
Mstep: Class 24 contains 420927 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18896 members 
Mstep: Class 27 contains 203326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477040.000000 Penalty: 92524.578125
Iteration 76Q: 27 clusters Score -1.46477e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 39619 members 
Mstep: Class 4 contains 14634 members 
Mstep: Class 6 contains 42228 members 
Mstep: Class 7 contains 26562 members 
Mstep: Class 8 contains 135638 members 
Mstep: Class 9 contains 79851 members 
Mstep: Class 10 contains 6790 members 
Mstep: Class 11 contains 212627 members 
Mstep: Class 12 contains 28232 members 
Mstep: Class 13 contains 19001 members 
Mstep: Class 14 contains 64713 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 24816 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 67830 members 
Mstep: Class 19 contains 154539 members 
Mstep: Class 20 contains 25108 members 
Mstep: Class 21 contains 25313 members 
Mstep: Class 22 contains 17350 members 
Mstep: Class 23 contains 23503 members 
Mstep: Class 24 contains 420755 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18900 members 
Mstep: Class 27 contains 203479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477584.000000 Penalty: 92524.578125
Iteration 77Q: 27 clusters Score -1.464776e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 39607 members 
Mstep: Class 4 contains 14607 members 
Mstep: Class 6 contains 42263 members 
Mstep: Class 7 contains 26549 members 
Mstep: Class 8 contains 135553 members 
Mstep: Class 9 contains 80487 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212522 members 
Mstep: Class 12 contains 28238 members 
Mstep: Class 13 contains 19005 members 
Mstep: Class 14 contains 64619 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 24813 members 
Mstep: Class 17 contains 10993 members 
Mstep: Class 18 contains 67817 members 
Mstep: Class 19 contains 154494 members 
Mstep: Class 20 contains 25145 members 
Mstep: Class 21 contains 25309 members 
Mstep: Class 22 contains 17321 members 
Mstep: Class 23 contains 23552 members 
Mstep: Class 24 contains 420563 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18905 members 
Mstep: Class 27 contains 203599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477392.000000 Penalty: 92524.578125
Iteration 78Q: 27 clusters Score -1.464774e+08 nChanged 1494
Entering ConstructFrom: 
Score: -146477392.000000 Penalty: 92524.578125
Entering ConstructFrom: 
Trying to split cluster 1 (11408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Entering Unmasked Estep 
Score: -1026723.250000 Penalty: 2316.833496
	Iteration 0F: 2 clusters Score -1026723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1018153.750000 Penalty: 4633.666992
	Iteration 0F: 3 clusters Score -1018154 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1020639.312500 Penalty: 4633.666992
	Iteration 1F: 3 clusters Score -1020639 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1020934.812500 Penalty: 4633.666992
	Iteration 2F: 3 clusters Score -1020935 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1021176.000000 Penalty: 4633.666992
	Iteration 3F: 3 clusters Score -1021176 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1021344.937500 Penalty: 4633.666992
	Iteration 4Q: 3 clusters Score -1021345 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1021492.750000 Penalty: 4633.666992
	Iteration 5Q: 3 clusters Score -1021493 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1021649.812500 Penalty: 4633.666992
	Iteration 6Q: 3 clusters Score -1021650 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1021794.937500 Penalty: 4633.666992
	Iteration 7Q: 3 clusters Score -1021795 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1021922.625000 Penalty: 4633.666992
	Iteration 8Q: 3 clusters Score -1021923 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1022045.500000 Penalty: 4633.666992
	Iteration 9Q: 3 clusters Score -1022046 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1022180.000000 Penalty: 4633.666992
	Iteration 10Q: 3 clusters Score -1022180 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1022335.000000 Penalty: 4633.666992
	Iteration 11Q: 3 clusters Score -1022335 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1022515.562500 Penalty: 4633.666992
	Iteration 12Q: 3 clusters Score -1022516 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1022715.500000 Penalty: 4633.666992
	Iteration 13Q: 3 clusters Score -1022716 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1022949.000000 Penalty: 4633.666992
	Iteration 14Q: 3 clusters Score -1022949 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1023206.375000 Penalty: 4633.666992
	Iteration 15Q: 3 clusters Score -1023206 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1023471.687500 Penalty: 4633.666992
	Iteration 16Q: 3 clusters Score -1023472 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1023694.000000 Penalty: 4633.666992
	Iteration 17Q: 3 clusters Score -1023694 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1023870.687500 Penalty: 4633.666992
	Iteration 18Q: 3 clusters Score -1023871 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1024008.437500 Penalty: 4633.666992
	Iteration 19Q: 3 clusters Score -1024008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1024146.250000 Penalty: 4633.666992
	Iteration 20F: 3 clusters Score -1024146 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1024247.250000 Penalty: 4633.666992
	Iteration 21Q: 3 clusters Score -1024247 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1024302.250000 Penalty: 4633.666992
	Iteration 22Q: 3 clusters Score -1024302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1024347.000000 Penalty: 4633.666992
	Iteration 23Q: 3 clusters Score -1024347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1024384.937500 Penalty: 4633.666992
	Iteration 24Q: 3 clusters Score -1024385 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1024413.000000 Penalty: 4633.666992
	Iteration 25Q: 3 clusters Score -1024413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1024434.000000 Penalty: 4633.666992
	Iteration 26Q: 3 clusters Score -1024434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1024446.562500 Penalty: 4633.666992
	Iteration 27Q: 3 clusters Score -1024447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1024458.250000 Penalty: 4633.666992
	Iteration 28Q: 3 clusters Score -1024458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1024466.625000 Penalty: 4633.666992
	Iteration 29Q: 3 clusters Score -1024467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1024472.750000 Penalty: 4633.666992
	Iteration 30Q: 3 clusters Score -1024473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1024478.000000 Penalty: 4633.666992
	Iteration 31Q: 3 clusters Score -1024478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1024483.312500 Penalty: 4633.666992
	Iteration 32Q: 3 clusters Score -1024483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1024486.687500 Penalty: 4633.666992
	Iteration 33Q: 3 clusters Score -1024487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1024490.562500 Penalty: 4633.666992
	Iteration 34Q: 3 clusters Score -1024491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1024495.937500 Penalty: 4633.666992
	Iteration 35Q: 3 clusters Score -1024496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1024500.187500 Penalty: 4633.666992
	Iteration 36Q: 3 clusters Score -1024500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1024503.000000 Penalty: 4633.666992
	Iteration 37Q: 3 clusters Score -1024503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1024508.562500 Penalty: 4633.666992
	Iteration 38Q: 3 clusters Score -1024509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1024513.500000 Penalty: 4633.666992
	Iteration 39Q: 3 clusters Score -1024514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1024514.437500 Penalty: 4633.666992
	Iteration 40F: 3 clusters Score -1024514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1024515.687500 Penalty: 4633.666992
	Iteration 41Q: 3 clusters Score -1024516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1024520.812500 Penalty: 4633.666992
	Iteration 42Q: 3 clusters Score -1024521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1024530.562500 Penalty: 4633.666992
	Iteration 43Q: 3 clusters Score -1024531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1024536.812500 Penalty: 4633.666992
	Iteration 44Q: 3 clusters Score -1024537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1024541.250000 Penalty: 4633.666992
	Iteration 45Q: 3 clusters Score -1024541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1024543.562500 Penalty: 4633.666992
	Iteration 46Q: 3 clusters Score -1024544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1024546.312500 Penalty: 4633.666992
	Iteration 47Q: 3 clusters Score -1024546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1024554.187500 Penalty: 4633.666992
	Iteration 48Q: 3 clusters Score -1024554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1024554.875000 Penalty: 4633.666992
	Iteration 49Q: 3 clusters Score -1024555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1024557.250000 Penalty: 4633.666992
	Iteration 50Q: 3 clusters Score -1024557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1024557.562500 Penalty: 4633.666992
	Iteration 51Q: 3 clusters Score -1024558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1024556.812500 Penalty: 4633.666992
	Iteration 52Q: 3 clusters Score -1024557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1024557.812500 Penalty: 4633.666992
	Iteration 53Q: 3 clusters Score -1024558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1024556.250000 Penalty: 4633.666992
	Iteration 54Q: 3 clusters Score -1024556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1024558.437500 Penalty: 4633.666992
	Iteration 55Q: 3 clusters Score -1024558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1024560.437500 Penalty: 4633.666992
	Iteration 56Q: 3 clusters Score -1024560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1024563.500000 Penalty: 4633.666992
	Iteration 57Q: 3 clusters Score -1024564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1024564.437500 Penalty: 4633.666992
	Iteration 58Q: 3 clusters Score -1024564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1024566.937500 Penalty: 4633.666992
	Iteration 59Q: 3 clusters Score -1024567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1024566.750000 Penalty: 4633.666992
	Iteration 60F: 3 clusters Score -1024567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Entering Unmasked Estep 
Score: -1020070.125000 Penalty: 2304.418945
	Iteration 0F: 2 clusters Score -1020070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1011778.250000 Penalty: 4608.837891
	Iteration 0F: 3 clusters Score -1011778 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1014221.062500 Penalty: 4608.837891
	Iteration 1F: 3 clusters Score -1014221 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1014508.562500 Penalty: 4608.837891
	Iteration 2F: 3 clusters Score -1014509 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1014727.625000 Penalty: 4608.837891
	Iteration 3Q: 3 clusters Score -1014728 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1014895.500000 Penalty: 4608.837891
	Iteration 4Q: 3 clusters Score -1014896 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1015074.375000 Penalty: 4608.837891
	Iteration 5Q: 3 clusters Score -1015074 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1015264.250000 Penalty: 4608.837891
	Iteration 6Q: 3 clusters Score -1015264 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1015457.937500 Penalty: 4608.837891
	Iteration 7Q: 3 clusters Score -1015458 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1015703.000000 Penalty: 4608.837891
	Iteration 8Q: 3 clusters Score -1015703 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1015963.750000 Penalty: 4608.837891
	Iteration 9Q: 3 clusters Score -1015964 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1016315.250000 Penalty: 4608.837891
	Iteration 10Q: 3 clusters Score -1016315 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1016638.125000 Penalty: 4608.837891
	Iteration 11Q: 3 clusters Score -1016638 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1016966.187500 Penalty: 4608.837891
	Iteration 12Q: 3 clusters Score -1016966 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1017278.062500 Penalty: 4608.837891
	Iteration 13Q: 3 clusters Score -1017278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1017545.187500 Penalty: 4608.837891
	Iteration 14Q: 3 clusters Score -1017545 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1017722.625000 Penalty: 4608.837891
	Iteration 15Q: 3 clusters Score -1017723 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1017829.187500 Penalty: 4608.837891
	Iteration 16Q: 3 clusters Score -1017829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1017898.437500 Penalty: 4608.837891
	Iteration 17Q: 3 clusters Score -1017898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1017933.437500 Penalty: 4608.837891
	Iteration 18Q: 3 clusters Score -1017933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1017956.687500 Penalty: 4608.837891
	Iteration 19Q: 3 clusters Score -1017957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1017974.250000 Penalty: 4608.837891
	Iteration 20F: 3 clusters Score -1017974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1017988.375000 Penalty: 4608.837891
	Iteration 21Q: 3 clusters Score -1017988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1018000.000000 Penalty: 4608.837891
	Iteration 22Q: 3 clusters Score -1018000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1018007.125000 Penalty: 4608.837891
	Iteration 23Q: 3 clusters Score -1018007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1018014.812500 Penalty: 4608.837891
	Iteration 24Q: 3 clusters Score -1018015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1018015.062500 Penalty: 4608.837891
	Iteration 25Q: 3 clusters Score -1018015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1018016.812500 Penalty: 4608.837891
	Iteration 26Q: 3 clusters Score -1018017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1018017.187500 Penalty: 4608.837891
	Iteration 27Q: 3 clusters Score -1018017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1018017.187500 Penalty: 4608.837891
	Iteration 28F: 3 clusters Score -1018017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Entering Unmasked Estep 
Score: -3434536.000000 Penalty: 2625.378906
	Iteration 0F: 2 clusters Score -3434536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3407651.500000 Penalty: 5250.757812
	Iteration 0F: 3 clusters Score -3407652 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3417892.500000 Penalty: 5250.757812
	Iteration 1F: 3 clusters Score -3417892 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3418803.250000 Penalty: 5250.757812
	Iteration 2F: 3 clusters Score -3418803 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3419938.750000 Penalty: 5250.757812
	Iteration 3F: 3 clusters Score -3419939 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3421449.750000 Penalty: 5250.757812
	Iteration 4F: 3 clusters Score -3421450 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3423345.750000 Penalty: 5250.757812
	Iteration 5F: 3 clusters Score -3423346 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3425580.250000 Penalty: 5250.757812
	Iteration 6F: 3 clusters Score -3425580 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3427752.250000 Penalty: 5250.757812
	Iteration 7F: 3 clusters Score -3427752 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3429330.500000 Penalty: 5250.757812
	Iteration 8F: 3 clusters Score -3429330 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3430218.000000 Penalty: 5250.757812
	Iteration 9Q: 3 clusters Score -3430218 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3430605.000000 Penalty: 5250.757812
	Iteration 10Q: 3 clusters Score -3430605 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3430791.250000 Penalty: 5250.757812
	Iteration 11Q: 3 clusters Score -3430791 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3430875.500000 Penalty: 5250.757812
	Iteration 12Q: 3 clusters Score -3430876 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3430953.000000 Penalty: 5250.757812
	Iteration 13Q: 3 clusters Score -3430953 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3430988.000000 Penalty: 5250.757812
	Iteration 14Q: 3 clusters Score -3430988 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3431040.750000 Penalty: 5250.757812
	Iteration 15Q: 3 clusters Score -3431041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3431074.500000 Penalty: 5250.757812
	Iteration 16Q: 3 clusters Score -3431074 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3431103.250000 Penalty: 5250.757812
	Iteration 17Q: 3 clusters Score -3431103 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3431134.750000 Penalty: 5250.757812
	Iteration 18Q: 3 clusters Score -3431135 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3431168.000000 Penalty: 5250.757812
	Iteration 19Q: 3 clusters Score -3431168 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3431182.000000 Penalty: 5250.757812
	Iteration 20F: 3 clusters Score -3431182 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3431210.750000 Penalty: 5250.757812
	Iteration 21Q: 3 clusters Score -3431211 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3431237.250000 Penalty: 5250.757812
	Iteration 22Q: 3 clusters Score -3431237 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3431268.000000 Penalty: 5250.757812
	Iteration 23Q: 3 clusters Score -3431268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3431294.750000 Penalty: 5250.757812
	Iteration 24Q: 3 clusters Score -3431295 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3431338.500000 Penalty: 5250.757812
	Iteration 25Q: 3 clusters Score -3431338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3431381.750000 Penalty: 5250.757812
	Iteration 26Q: 3 clusters Score -3431382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3431431.500000 Penalty: 5250.757812
	Iteration 27Q: 3 clusters Score -3431432 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3431492.000000 Penalty: 5250.757812
	Iteration 28Q: 3 clusters Score -3431492 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3431563.250000 Penalty: 5250.757812
	Iteration 29Q: 3 clusters Score -3431563 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3431647.250000 Penalty: 5250.757812
	Iteration 30Q: 3 clusters Score -3431647 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3431721.750000 Penalty: 5250.757812
	Iteration 31Q: 3 clusters Score -3431722 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3431812.250000 Penalty: 5250.757812
	Iteration 32Q: 3 clusters Score -3431812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3431901.750000 Penalty: 5250.757812
	Iteration 33Q: 3 clusters Score -3431902 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3431971.250000 Penalty: 5250.757812
	Iteration 34Q: 3 clusters Score -3431971 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3432048.500000 Penalty: 5250.757812
	Iteration 35Q: 3 clusters Score -3432048 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3432114.750000 Penalty: 5250.757812
	Iteration 36Q: 3 clusters Score -3432115 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3432168.000000 Penalty: 5250.757812
	Iteration 37Q: 3 clusters Score -3432168 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3432219.250000 Penalty: 5250.757812
	Iteration 38Q: 3 clusters Score -3432219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3432253.750000 Penalty: 5250.757812
	Iteration 39Q: 3 clusters Score -3432254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3432261.000000 Penalty: 5250.757812
	Iteration 40F: 3 clusters Score -3432261 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3432285.500000 Penalty: 5250.757812
	Iteration 41Q: 3 clusters Score -3432286 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3432290.500000 Penalty: 5250.757812
	Iteration 42Q: 3 clusters Score -3432290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3432323.500000 Penalty: 5250.757812
	Iteration 43Q: 3 clusters Score -3432324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3432321.000000 Penalty: 5250.757812
	Iteration 44Q: 3 clusters Score -3432321 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3432338.500000 Penalty: 5250.757812
	Iteration 45Q: 3 clusters Score -3432338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3432361.500000 Penalty: 5250.757812
	Iteration 46Q: 3 clusters Score -3432362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3432378.000000 Penalty: 5250.757812
	Iteration 47Q: 3 clusters Score -3432378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3432379.750000 Penalty: 5250.757812
	Iteration 48Q: 3 clusters Score -3432380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3432408.750000 Penalty: 5250.757812
	Iteration 49Q: 3 clusters Score -3432409 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3432407.000000 Penalty: 5250.757812
	Iteration 50Q: 3 clusters Score -3432407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3432405.000000 Penalty: 5250.757812
	Iteration 51Q: 3 clusters Score -3432405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3432415.000000 Penalty: 5250.757812
	Iteration 52Q: 3 clusters Score -3432415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3432428.000000 Penalty: 5250.757812
	Iteration 53Q: 3 clusters Score -3432428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3432429.750000 Penalty: 5250.757812
	Iteration 54Q: 3 clusters Score -3432430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3432440.500000 Penalty: 5250.757812
	Iteration 55Q: 3 clusters Score -3432440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3432454.750000 Penalty: 5250.757812
	Iteration 56Q: 3 clusters Score -3432455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3432455.250000 Penalty: 5250.757812
	Iteration 57Q: 3 clusters Score -3432455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3432458.250000 Penalty: 5250.757812
	Iteration 58Q: 3 clusters Score -3432458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3432457.750000 Penalty: 5250.757812
	Iteration 59Q: 3 clusters Score -3432458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3432455.250000 Penalty: 5250.757812
	Iteration 60F: 3 clusters Score -3432455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3432465.250000 Penalty: 5250.757812
	Iteration 61Q: 3 clusters Score -3432465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3432467.000000 Penalty: 5250.757812
	Iteration 62Q: 3 clusters Score -3432467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3432475.500000 Penalty: 5250.757812
	Iteration 63Q: 3 clusters Score -3432476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3432479.000000 Penalty: 5250.757812
	Iteration 64Q: 3 clusters Score -3432479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3432485.500000 Penalty: 5250.757812
	Iteration 65Q: 3 clusters Score -3432486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3432480.000000 Penalty: 5250.757812
	Iteration 66Q: 3 clusters Score -3432480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3432485.750000 Penalty: 5250.757812
	Iteration 67Q: 3 clusters Score -3432486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3432485.250000 Penalty: 5250.757812
	Iteration 68Q: 3 clusters Score -3432485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3432492.250000 Penalty: 5250.757812
	Iteration 69Q: 3 clusters Score -3432492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3432484.750000 Penalty: 5250.757812
	Iteration 70Q: 3 clusters Score -3432485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3432486.000000 Penalty: 5250.757812
	Iteration 71Q: 3 clusters Score -3432486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3432492.750000 Penalty: 5250.757812
	Iteration 72Q: 3 clusters Score -3432493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3432493.500000 Penalty: 5250.757812
	Iteration 73Q: 3 clusters Score -3432494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3432495.750000 Penalty: 5250.757812
	Iteration 74Q: 3 clusters Score -3432496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3432492.750000 Penalty: 5250.757812
	Iteration 75Q: 3 clusters Score -3432493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3432494.500000 Penalty: 5250.757812
	Iteration 76Q: 3 clusters Score -3432494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3432495.750000 Penalty: 5250.757812
	Iteration 77Q: 3 clusters Score -3432496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3432494.250000 Penalty: 5250.757812
	Iteration 78Q: 3 clusters Score -3432494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3432503.000000 Penalty: 5250.757812
	Iteration 79Q: 3 clusters Score -3432503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3432505.750000 Penalty: 5250.757812
	Iteration 80F: 3 clusters Score -3432506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3432511.500000 Penalty: 5250.757812
	Iteration 81Q: 3 clusters Score -3432512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3432513.250000 Penalty: 5250.757812
	Iteration 82Q: 3 clusters Score -3432513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3432515.750000 Penalty: 5250.757812
	Iteration 83Q: 3 clusters Score -3432516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3432520.250000 Penalty: 5250.757812
	Iteration 84Q: 3 clusters Score -3432520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3432529.000000 Penalty: 5250.757812
	Iteration 85Q: 3 clusters Score -3432529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3432527.250000 Penalty: 5250.757812
	Iteration 86Q: 3 clusters Score -3432527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3432523.500000 Penalty: 5250.757812
	Iteration 87Q: 3 clusters Score -3432524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3432521.500000 Penalty: 5250.757812
	Iteration 88Q: 3 clusters Score -3432522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3432529.000000 Penalty: 5250.757812
	Iteration 89Q: 3 clusters Score -3432529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3432526.750000 Penalty: 5250.757812
	Iteration 90Q: 3 clusters Score -3432527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3432530.250000 Penalty: 5250.757812
	Iteration 91Q: 3 clusters Score -3432530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3432534.500000 Penalty: 5250.757812
	Iteration 92Q: 3 clusters Score -3432534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3432538.750000 Penalty: 5250.757812
	Iteration 93Q: 3 clusters Score -3432539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3432550.000000 Penalty: 5250.757812
	Iteration 94Q: 3 clusters Score -3432550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3432549.000000 Penalty: 5250.757812
	Iteration 95Q: 3 clusters Score -3432549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3432547.250000 Penalty: 5250.757812
	Iteration 96Q: 3 clusters Score -3432547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3432547.750000 Penalty: 5250.757812
	Iteration 97Q: 3 clusters Score -3432548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3432544.250000 Penalty: 5250.757812
	Iteration 98Q: 3 clusters Score -3432544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3432551.000000 Penalty: 5250.757812
	Iteration 99Q: 3 clusters Score -3432551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3432550.250000 Penalty: 5250.757812
	Iteration 100F: 3 clusters Score -3432550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3432552.750000 Penalty: 5250.757812
	Iteration 101Q: 3 clusters Score -3432553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3432552.750000 Penalty: 5250.757812
	Iteration 102Q: 3 clusters Score -3432553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3432552.750000 Penalty: 5250.757812
	Iteration 103Q: 3 clusters Score -3432553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3432550.750000 Penalty: 5250.757812
	Iteration 104Q: 3 clusters Score -3432551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3432550.750000 Penalty: 5250.757812
	Iteration 105F: 3 clusters Score -3432551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Entering Unmasked Estep 
Score: -1304937.000000 Penalty: 2377.795654
	Iteration 0F: 2 clusters Score -1304937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1294329.250000 Penalty: 4755.591309
	Iteration 0F: 3 clusters Score -1294329 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1297657.375000 Penalty: 4755.591309
	Iteration 1F: 3 clusters Score -1297657 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1298013.375000 Penalty: 4755.591309
	Iteration 2F: 3 clusters Score -1298013 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1298310.875000 Penalty: 4755.591309
	Iteration 3Q: 3 clusters Score -1298311 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1298615.250000 Penalty: 4755.591309
	Iteration 4Q: 3 clusters Score -1298615 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1298992.875000 Penalty: 4755.591309
	Iteration 5Q: 3 clusters Score -1298993 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1299372.375000 Penalty: 4755.591309
	Iteration 6Q: 3 clusters Score -1299372 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1299763.250000 Penalty: 4755.591309
	Iteration 7Q: 3 clusters Score -1299763 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1300217.375000 Penalty: 4755.591309
	Iteration 8Q: 3 clusters Score -1300217 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1300653.500000 Penalty: 4755.591309
	Iteration 9Q: 3 clusters Score -1300654 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1301104.250000 Penalty: 4755.591309
	Iteration 10Q: 3 clusters Score -1301104 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1301529.125000 Penalty: 4755.591309
	Iteration 11Q: 3 clusters Score -1301529 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1301871.875000 Penalty: 4755.591309
	Iteration 12Q: 3 clusters Score -1301872 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1302154.500000 Penalty: 4755.591309
	Iteration 13Q: 3 clusters Score -1302154 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1302354.500000 Penalty: 4755.591309
	Iteration 14Q: 3 clusters Score -1302354 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1302499.625000 Penalty: 4755.591309
	Iteration 15Q: 3 clusters Score -1302500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1302592.625000 Penalty: 4755.591309
	Iteration 16Q: 3 clusters Score -1302593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1302659.500000 Penalty: 4755.591309
	Iteration 17Q: 3 clusters Score -1302660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1302708.000000 Penalty: 4755.591309
	Iteration 18Q: 3 clusters Score -1302708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1302743.625000 Penalty: 4755.591309
	Iteration 19Q: 3 clusters Score -1302744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1302776.375000 Penalty: 4755.591309
	Iteration 20F: 3 clusters Score -1302776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1302804.625000 Penalty: 4755.591309
	Iteration 21Q: 3 clusters Score -1302805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1302826.750000 Penalty: 4755.591309
	Iteration 22Q: 3 clusters Score -1302827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1302848.500000 Penalty: 4755.591309
	Iteration 23Q: 3 clusters Score -1302848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1302857.750000 Penalty: 4755.591309
	Iteration 24Q: 3 clusters Score -1302858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1302864.875000 Penalty: 4755.591309
	Iteration 25Q: 3 clusters Score -1302865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1302872.000000 Penalty: 4755.591309
	Iteration 26Q: 3 clusters Score -1302872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1302881.375000 Penalty: 4755.591309
	Iteration 27Q: 3 clusters Score -1302881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1302889.625000 Penalty: 4755.591309
	Iteration 28Q: 3 clusters Score -1302890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1302894.375000 Penalty: 4755.591309
	Iteration 29Q: 3 clusters Score -1302894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1302901.750000 Penalty: 4755.591309
	Iteration 30Q: 3 clusters Score -1302902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1302902.250000 Penalty: 4755.591309
	Iteration 31Q: 3 clusters Score -1302902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1302906.250000 Penalty: 4755.591309
	Iteration 32Q: 3 clusters Score -1302906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1302906.375000 Penalty: 4755.591309
	Iteration 33Q: 3 clusters Score -1302906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1302908.375000 Penalty: 4755.591309
	Iteration 34Q: 3 clusters Score -1302908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1302907.250000 Penalty: 4755.591309
	Iteration 35Q: 3 clusters Score -1302907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1302912.500000 Penalty: 4755.591309
	Iteration 36Q: 3 clusters Score -1302912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1302920.250000 Penalty: 4755.591309
	Iteration 37Q: 3 clusters Score -1302920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1302921.875000 Penalty: 4755.591309
	Iteration 38Q: 3 clusters Score -1302922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1302921.875000 Penalty: 4755.591309
	Iteration 39F: 3 clusters Score -1302922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Entering Unmasked Estep 
Score: -3744578.000000 Penalty: 2641.842285
	Iteration 0F: 2 clusters Score -3744578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3715928.750000 Penalty: 5283.684570
	Iteration 0F: 3 clusters Score -3715929 nChanged 19395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3726782.000000 Penalty: 5283.684570
	Iteration 1F: 3 clusters Score -3726782 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3727569.500000 Penalty: 5283.684570
	Iteration 2Q: 3 clusters Score -3727570 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3728434.000000 Penalty: 5283.684570
	Iteration 3Q: 3 clusters Score -3728434 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3729428.500000 Penalty: 5283.684570
	Iteration 4Q: 3 clusters Score -3729428 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3730717.500000 Penalty: 5283.684570
	Iteration 5F: 3 clusters Score -3730718 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3732386.250000 Penalty: 5283.684570
	Iteration 6F: 3 clusters Score -3732386 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3734282.000000 Penalty: 5283.684570
	Iteration 7F: 3 clusters Score -3734282 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3736220.500000 Penalty: 5283.684570
	Iteration 8F: 3 clusters Score -3736220 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3737748.750000 Penalty: 5283.684570
	Iteration 9F: 3 clusters Score -3737749 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3738732.500000 Penalty: 5283.684570
	Iteration 10Q: 3 clusters Score -3738732 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3739217.750000 Penalty: 5283.684570
	Iteration 11Q: 3 clusters Score -3739218 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3739545.750000 Penalty: 5283.684570
	Iteration 12Q: 3 clusters Score -3739546 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3739758.250000 Penalty: 5283.684570
	Iteration 13Q: 3 clusters Score -3739758 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3739935.750000 Penalty: 5283.684570
	Iteration 14Q: 3 clusters Score -3739936 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3740061.750000 Penalty: 5283.684570
	Iteration 15Q: 3 clusters Score -3740062 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3740164.250000 Penalty: 5283.684570
	Iteration 16Q: 3 clusters Score -3740164 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3740241.750000 Penalty: 5283.684570
	Iteration 17Q: 3 clusters Score -3740242 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3740329.250000 Penalty: 5283.684570
	Iteration 18Q: 3 clusters Score -3740329 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3740410.750000 Penalty: 5283.684570
	Iteration 19Q: 3 clusters Score -3740411 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3740454.250000 Penalty: 5283.684570
	Iteration 20F: 3 clusters Score -3740454 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3740481.250000 Penalty: 5283.684570
	Iteration 21Q: 3 clusters Score -3740481 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3740515.000000 Penalty: 5283.684570
	Iteration 22Q: 3 clusters Score -3740515 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3740545.500000 Penalty: 5283.684570
	Iteration 23Q: 3 clusters Score -3740546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3740581.750000 Penalty: 5283.684570
	Iteration 24Q: 3 clusters Score -3740582 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3740624.500000 Penalty: 5283.684570
	Iteration 25Q: 3 clusters Score -3740624 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3740641.250000 Penalty: 5283.684570
	Iteration 26Q: 3 clusters Score -3740641 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3740666.000000 Penalty: 5283.684570
	Iteration 27Q: 3 clusters Score -3740666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3740699.750000 Penalty: 5283.684570
	Iteration 28Q: 3 clusters Score -3740700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3740736.250000 Penalty: 5283.684570
	Iteration 29Q: 3 clusters Score -3740736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3740769.500000 Penalty: 5283.684570
	Iteration 30Q: 3 clusters Score -3740770 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3740795.750000 Penalty: 5283.684570
	Iteration 31Q: 3 clusters Score -3740796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3740811.250000 Penalty: 5283.684570
	Iteration 32Q: 3 clusters Score -3740811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3740836.000000 Penalty: 5283.684570
	Iteration 33Q: 3 clusters Score -3740836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3740865.250000 Penalty: 5283.684570
	Iteration 34Q: 3 clusters Score -3740865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3740878.000000 Penalty: 5283.684570
	Iteration 35Q: 3 clusters Score -3740878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3740904.750000 Penalty: 5283.684570
	Iteration 36Q: 3 clusters Score -3740905 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3740936.250000 Penalty: 5283.684570
	Iteration 37Q: 3 clusters Score -3740936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3740968.500000 Penalty: 5283.684570
	Iteration 38Q: 3 clusters Score -3740968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3741000.750000 Penalty: 5283.684570
	Iteration 39Q: 3 clusters Score -3741001 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3741026.750000 Penalty: 5283.684570
	Iteration 40F: 3 clusters Score -3741027 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3741041.750000 Penalty: 5283.684570
	Iteration 41Q: 3 clusters Score -3741042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3741054.250000 Penalty: 5283.684570
	Iteration 42Q: 3 clusters Score -3741054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3741050.000000 Penalty: 5283.684570
	Iteration 43Q: 3 clusters Score -3741050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3741077.750000 Penalty: 5283.684570
	Iteration 44Q: 3 clusters Score -3741078 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3741104.250000 Penalty: 5283.684570
	Iteration 45Q: 3 clusters Score -3741104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3741129.750000 Penalty: 5283.684570
	Iteration 46Q: 3 clusters Score -3741130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3741146.750000 Penalty: 5283.684570
	Iteration 47Q: 3 clusters Score -3741147 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3741171.000000 Penalty: 5283.684570
	Iteration 48Q: 3 clusters Score -3741171 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3741185.500000 Penalty: 5283.684570
	Iteration 49Q: 3 clusters Score -3741186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3741201.000000 Penalty: 5283.684570
	Iteration 50Q: 3 clusters Score -3741201 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3741235.000000 Penalty: 5283.684570
	Iteration 51Q: 3 clusters Score -3741235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3741253.250000 Penalty: 5283.684570
	Iteration 52Q: 3 clusters Score -3741253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3741264.250000 Penalty: 5283.684570
	Iteration 53Q: 3 clusters Score -3741264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3741276.000000 Penalty: 5283.684570
	Iteration 54Q: 3 clusters Score -3741276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3741295.250000 Penalty: 5283.684570
	Iteration 55Q: 3 clusters Score -3741295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3741312.500000 Penalty: 5283.684570
	Iteration 56Q: 3 clusters Score -3741312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3741338.250000 Penalty: 5283.684570
	Iteration 57Q: 3 clusters Score -3741338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3741362 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 4767 members 
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Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3741446 nChanged 141
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Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3741495 nChanged 113
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Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3741513 nChanged 87
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38217 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38601 members 
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Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38800 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38989 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3741763 nChanged 74
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Mstep: Class 1 contains 39256 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39338 members 
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Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39502 members 
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	Iteration 84Q: 3 clusters Score -3741832 nChanged 94
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Mstep: Class 1 contains 39596 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39691 members 
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Mstep: Class 1 contains 39771 members 
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	Iteration 87Q: 3 clusters Score -3741925 nChanged 74
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Mstep: Class 1 contains 39845 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39922 members 
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	Iteration 89Q: 3 clusters Score -3741978 nChanged 85
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Mstep: Class 2 contains 2299 members 
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Mstep: Class 1 contains 40069 members 
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	Iteration 91Q: 3 clusters Score -3742014 nChanged 64
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Entering Unmasked Estep 
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Mstep: Class 2 contains 1999 members 
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Mstep: Class 1 contains 40340 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 1857 members 
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	Iteration 100F: 3 clusters Score -3742090 nChanged 45
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Mstep: Class 1 contains 40490 members 
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Mstep: Class 1 contains 40528 members 
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	Iteration 102Q: 3 clusters Score -3742114 nChanged 34
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Mstep: Class 1 contains 40562 members 
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	Iteration 103Q: 3 clusters Score -3742114 nChanged 37
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Mstep: Class 1 contains 40597 members 
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	Iteration 104Q: 3 clusters Score -3742130 nChanged 37
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Mstep: Class 1 contains 40632 members 
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	Iteration 105Q: 3 clusters Score -3742134 nChanged 34
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Mstep: Class 1 contains 40666 members 
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	Iteration 106Q: 3 clusters Score -3742145 nChanged 30
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	Iteration 107Q: 3 clusters Score -3742150 nChanged 32
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	Iteration 108Q: 3 clusters Score -3742164 nChanged 28
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Mstep: Class 1 contains 40754 members 
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	Iteration 109Q: 3 clusters Score -3742167 nChanged 22
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Mstep: Class 1 contains 40776 members 
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	Iteration 110Q: 3 clusters Score -3742180 nChanged 25
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	Iteration 111Q: 3 clusters Score -3742183 nChanged 26
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	Iteration 112Q: 3 clusters Score -3742193 nChanged 24
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Mstep: Class 1 contains 40849 members 
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	Iteration 113Q: 3 clusters Score -3742194 nChanged 19
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3742202 nChanged 17
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	Iteration 115Q: 3 clusters Score -3742206 nChanged 18
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3742216 nChanged 26
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	Iteration 117Q: 3 clusters Score -3742223 nChanged 22
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Mstep: Class 1 contains 40951 members 
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	Iteration 118Q: 3 clusters Score -3742232 nChanged 16
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Mstep: Class 1 contains 40967 members 
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	Iteration 119Q: 3 clusters Score -3742238 nChanged 11
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Mstep: Class 1 contains 40976 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3742234 nChanged 8
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Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1320 members 
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	Iteration 121Q: 3 clusters Score -3742235 nChanged 7
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Mstep: Class 1 contains 40989 members 
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Entering Unmasked Estep 
Score: -3742241.500000 Penalty: 5283.684570
	Iteration 122Q: 3 clusters Score -3742242 nChanged 10
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Mstep: Class 1 contains 40997 members 
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Mstep: Class 1 contains 41006 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3742242 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3742243 nChanged 11
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Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3742252 nChanged 8
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Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3742257 nChanged 5
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Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3742260 nChanged 6
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Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 1257 members 
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	Iteration 129Q: 3 clusters Score -3742261 nChanged 7
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3742264 nChanged 13
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3742274 nChanged 14
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Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3742279 nChanged 9
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3742287 nChanged 20
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	Iteration 134Q: 3 clusters Score -3742294 nChanged 21
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	Iteration 135Q: 3 clusters Score -3742295 nChanged 12
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	Iteration 136Q: 3 clusters Score -3742304 nChanged 12
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	Iteration 137Q: 3 clusters Score -3742307 nChanged 13
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	Iteration 138Q: 3 clusters Score -3742309 nChanged 12
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	Iteration 139Q: 3 clusters Score -3742310 nChanged 9
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	Iteration 140F: 3 clusters Score -3742311 nChanged 6
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3742314 nChanged 5
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	Iteration 142Q: 3 clusters Score -3742311 nChanged 2
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	Iteration 143Q: 3 clusters Score -3742315 nChanged 3
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	Iteration 144Q: 3 clusters Score -3742318 nChanged 4
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	Iteration 145Q: 3 clusters Score -3742324 nChanged 6
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3742327 nChanged 7
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3742328 nChanged 4
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3742326 nChanged 5
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3742326 nChanged 4
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Entering Unmasked Estep 
Score: -3742333.250000 Penalty: 5283.684570
	Iteration 150Q: 3 clusters Score -3742333 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3742329.500000 Penalty: 5283.684570
	Iteration 151Q: 3 clusters Score -3742330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3742332.750000 Penalty: 5283.684570
	Iteration 152Q: 3 clusters Score -3742333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3742332.500000 Penalty: 5283.684570
	Iteration 153Q: 3 clusters Score -3742332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3742337.500000 Penalty: 5283.684570
	Iteration 154Q: 3 clusters Score -3742338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3742338.500000 Penalty: 5283.684570
	Iteration 155Q: 3 clusters Score -3742338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3742336.000000 Penalty: 5283.684570
	Iteration 156Q: 3 clusters Score -3742336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3742336.250000 Penalty: 5283.684570
	Iteration 157Q: 3 clusters Score -3742336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3742338.750000 Penalty: 5283.684570
	Iteration 158Q: 3 clusters Score -3742339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3742340.000000 Penalty: 5283.684570
	Iteration 159Q: 3 clusters Score -3742340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3742337.750000 Penalty: 5283.684570
	Iteration 160F: 3 clusters Score -3742338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3742339.250000 Penalty: 5283.684570
	Iteration 161Q: 3 clusters Score -3742339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3742342.000000 Penalty: 5283.684570
	Iteration 162Q: 3 clusters Score -3742342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3742342.750000 Penalty: 5283.684570
	Iteration 163Q: 3 clusters Score -3742343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3742344.500000 Penalty: 5283.684570
	Iteration 164Q: 3 clusters Score -3742344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3742345.500000 Penalty: 5283.684570
	Iteration 165Q: 3 clusters Score -3742346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3742345.500000 Penalty: 5283.684570
	Iteration 166Q: 3 clusters Score -3742346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3742345.250000 Penalty: 5283.684570
	Iteration 167Q: 3 clusters Score -3742345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3742346.750000 Penalty: 5283.684570
	Iteration 168Q: 3 clusters Score -3742347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3742348.750000 Penalty: 5283.684570
	Iteration 169Q: 3 clusters Score -3742349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3742347.750000 Penalty: 5283.684570
	Iteration 170Q: 3 clusters Score -3742348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3742346.000000 Penalty: 5283.684570
	Iteration 171Q: 3 clusters Score -3742346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3742343.500000 Penalty: 5283.684570
	Iteration 172Q: 3 clusters Score -3742344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3742343.500000 Penalty: 5283.684570
	Iteration 173F: 3 clusters Score -3742344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -2396529.000000 Penalty: 2526.247803
	Iteration 0F: 2 clusters Score -2396529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2378215.000000 Penalty: 5052.495605
	Iteration 0F: 3 clusters Score -2378215 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2384564.500000 Penalty: 5052.495605
	Iteration 1F: 3 clusters Score -2384564 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2385106.000000 Penalty: 5052.495605
	Iteration 2F: 3 clusters Score -2385106 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2385701.750000 Penalty: 5052.495605
	Iteration 3F: 3 clusters Score -2385702 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2386418.750000 Penalty: 5052.495605
	Iteration 4F: 3 clusters Score -2386419 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2387263.750000 Penalty: 5052.495605
	Iteration 5F: 3 clusters Score -2387264 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2388204.250000 Penalty: 5052.495605
	Iteration 6F: 3 clusters Score -2388204 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2389316.250000 Penalty: 5052.495605
	Iteration 7F: 3 clusters Score -2389316 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2390610.000000 Penalty: 5052.495605
	Iteration 8F: 3 clusters Score -2390610 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2391848.750000 Penalty: 5052.495605
	Iteration 9F: 3 clusters Score -2391849 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2392829.500000 Penalty: 5052.495605
	Iteration 10Q: 3 clusters Score -2392830 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2393549.500000 Penalty: 5052.495605
	Iteration 11Q: 3 clusters Score -2393550 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2394060.250000 Penalty: 5052.495605
	Iteration 12Q: 3 clusters Score -2394060 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2394361.500000 Penalty: 5052.495605
	Iteration 13Q: 3 clusters Score -2394362 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2394522.500000 Penalty: 5052.495605
	Iteration 14Q: 3 clusters Score -2394522 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2394608.000000 Penalty: 5052.495605
	Iteration 15Q: 3 clusters Score -2394608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2394674.000000 Penalty: 5052.495605
	Iteration 16Q: 3 clusters Score -2394674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2394727.500000 Penalty: 5052.495605
	Iteration 17Q: 3 clusters Score -2394728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2394759.000000 Penalty: 5052.495605
	Iteration 18Q: 3 clusters Score -2394759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2394790.500000 Penalty: 5052.495605
	Iteration 19Q: 3 clusters Score -2394790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2394792.250000 Penalty: 5052.495605
	Iteration 20F: 3 clusters Score -2394792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2394798.000000 Penalty: 5052.495605
	Iteration 21Q: 3 clusters Score -2394798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2394802.500000 Penalty: 5052.495605
	Iteration 22Q: 3 clusters Score -2394802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2394806.000000 Penalty: 5052.495605
	Iteration 23Q: 3 clusters Score -2394806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2394807.000000 Penalty: 5052.495605
	Iteration 24Q: 3 clusters Score -2394807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2394807.000000 Penalty: 5052.495605
	Iteration 25F: 3 clusters Score -2394807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (135456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135456 members 
Entering Unmasked Estep 
Score: -12340134.000000 Penalty: 2930.467773
	Iteration 0F: 2 clusters Score -1.234013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -12249717.000000 Penalty: 5860.935547
	Iteration 0F: 3 clusters Score -1.224972e+07 nChanged 64457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -12286630.000000 Penalty: 5860.935547
	Iteration 1F: 3 clusters Score -1.228663e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -12287266.000000 Penalty: 5860.935547
	Iteration 2Q: 3 clusters Score -1.228727e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -12288139.000000 Penalty: 5860.935547
	Iteration 3Q: 3 clusters Score -1.228814e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -12289309.000000 Penalty: 5860.935547
	Iteration 4Q: 3 clusters Score -1.228931e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -12290514.000000 Penalty: 5860.935547
	Iteration 5Q: 3 clusters Score -1.229051e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -12292259.000000 Penalty: 5860.935547
	Iteration 6Q: 3 clusters Score -1.229226e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -12294698.000000 Penalty: 5860.935547
	Iteration 7Q: 3 clusters Score -1.22947e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -12297608.000000 Penalty: 5860.935547
	Iteration 8Q: 3 clusters Score -1.229761e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -12301135.000000 Penalty: 5860.935547
	Iteration 9F: 3 clusters Score -1.230114e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -12305152.000000 Penalty: 5860.935547
	Iteration 10F: 3 clusters Score -1.230515e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -12309582.000000 Penalty: 5860.935547
	Iteration 11F: 3 clusters Score -1.230958e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -12313912.000000 Penalty: 5860.935547
	Iteration 12F: 3 clusters Score -1.231391e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -12318180.000000 Penalty: 5860.935547
	Iteration 13F: 3 clusters Score -1.231818e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -12322696.000000 Penalty: 5860.935547
	Iteration 14Q: 3 clusters Score -1.23227e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121795 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -12327375.000000 Penalty: 5860.935547
	Iteration 15Q: 3 clusters Score -1.232738e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126734 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -12331567.000000 Penalty: 5860.935547
	Iteration 16Q: 3 clusters Score -1.233157e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -12334334.000000 Penalty: 5860.935547
	Iteration 17Q: 3 clusters Score -1.233433e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -12335890.000000 Penalty: 5860.935547
	Iteration 18Q: 3 clusters Score -1.233589e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -12336782.000000 Penalty: 5860.935547
	Iteration 19Q: 3 clusters Score -1.233678e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133567 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12337200.000000 Penalty: 5860.935547
	Iteration 20F: 3 clusters Score -1.23372e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12337467.000000 Penalty: 5860.935547
	Iteration 21Q: 3 clusters Score -1.233747e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12337549.000000 Penalty: 5860.935547
	Iteration 22Q: 3 clusters Score -1.233755e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12337594.000000 Penalty: 5860.935547
	Iteration 23Q: 3 clusters Score -1.233759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134144 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -12337664.000000 Penalty: 5860.935547
	Iteration 24Q: 3 clusters Score -1.233766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12337709.000000 Penalty: 5860.935547
	Iteration 25Q: 3 clusters Score -1.233771e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134214 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12337717.000000 Penalty: 5860.935547
	Iteration 26Q: 3 clusters Score -1.233772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12337746.000000 Penalty: 5860.935547
	Iteration 27Q: 3 clusters Score -1.233775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134256 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12337777.000000 Penalty: 5860.935547
	Iteration 28Q: 3 clusters Score -1.233778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134274 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12337785.000000 Penalty: 5860.935547
	Iteration 29Q: 3 clusters Score -1.233778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12337791.000000 Penalty: 5860.935547
	Iteration 30Q: 3 clusters Score -1.233779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12337786.000000 Penalty: 5860.935547
	Iteration 31Q: 3 clusters Score -1.233779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12337785.000000 Penalty: 5860.935547
	Iteration 32Q: 3 clusters Score -1.233778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12337784.000000 Penalty: 5860.935547
	Iteration 33Q: 3 clusters Score -1.233778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12337781.000000 Penalty: 5860.935547
	Iteration 34Q: 3 clusters Score -1.233778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12337784.000000 Penalty: 5860.935547
	Iteration 35Q: 3 clusters Score -1.233778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12337774.000000 Penalty: 5860.935547
	Iteration 36Q: 3 clusters Score -1.233777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12337774.000000 Penalty: 5860.935547
	Iteration 37Q: 3 clusters Score -1.233777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134287 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12337785.000000 Penalty: 5860.935547
	Iteration 38Q: 3 clusters Score -1.233778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134287 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12337781.000000 Penalty: 5860.935547
	Iteration 39Q: 3 clusters Score -1.233778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134286 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12337784.000000 Penalty: 5860.935547
	Iteration 40F: 3 clusters Score -1.233778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134286 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12337784.000000 Penalty: 5860.935547
	Iteration 41Q: 3 clusters Score -1.233778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12337781.000000 Penalty: 5860.935547
	Iteration 42Q: 3 clusters Score -1.233778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134283 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12337785.000000 Penalty: 5860.935547
	Iteration 43Q: 3 clusters Score -1.233778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12337780.000000 Penalty: 5860.935547
	Iteration 44Q: 3 clusters Score -1.233778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12337780.000000 Penalty: 5860.935547
	Iteration 45F: 3 clusters Score -1.233778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Entering Unmasked Estep 
Score: -7268745.000000 Penalty: 2803.286133
	Iteration 0F: 2 clusters Score -7268745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7214280.500000 Penalty: 5606.572266
	Iteration 0F: 3 clusters Score -7214280 nChanged 38036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -7235856.000000 Penalty: 5606.572266
	Iteration 1F: 3 clusters Score -7235856 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -7236556.500000 Penalty: 5606.572266
	Iteration 2Q: 3 clusters Score -7236556 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -7237350.000000 Penalty: 5606.572266
	Iteration 3Q: 3 clusters Score -7237350 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7238365.000000 Penalty: 5606.572266
	Iteration 4Q: 3 clusters Score -7238365 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -7239807.000000 Penalty: 5606.572266
	Iteration 5Q: 3 clusters Score -7239807 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -7241784.000000 Penalty: 5606.572266
	Iteration 6Q: 3 clusters Score -7241784 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -7244650.500000 Penalty: 5606.572266
	Iteration 7F: 3 clusters Score -7244650 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7248755.000000 Penalty: 5606.572266
	Iteration 8F: 3 clusters Score -7248755 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -7253249.000000 Penalty: 5606.572266
	Iteration 9F: 3 clusters Score -7253249 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -7257640.000000 Penalty: 5606.572266
	Iteration 10F: 3 clusters Score -7257640 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -7260913.500000 Penalty: 5606.572266
	Iteration 11Q: 3 clusters Score -7260914 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7263108.500000 Penalty: 5606.572266
	Iteration 12Q: 3 clusters Score -7263108 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7264367.500000 Penalty: 5606.572266
	Iteration 13Q: 3 clusters Score -7264368 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7265175.500000 Penalty: 5606.572266
	Iteration 14Q: 3 clusters Score -7265176 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7265659.500000 Penalty: 5606.572266
	Iteration 15Q: 3 clusters Score -7265660 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7265875.500000 Penalty: 5606.572266
	Iteration 16Q: 3 clusters Score -7265876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7266046.000000 Penalty: 5606.572266
	Iteration 17Q: 3 clusters Score -7266046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7266130.500000 Penalty: 5606.572266
	Iteration 18Q: 3 clusters Score -7266130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7266185.500000 Penalty: 5606.572266
	Iteration 19Q: 3 clusters Score -7266186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7266229.000000 Penalty: 5606.572266
	Iteration 20F: 3 clusters Score -7266229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7266264.500000 Penalty: 5606.572266
	Iteration 21Q: 3 clusters Score -7266264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7266275.500000 Penalty: 5606.572266
	Iteration 22Q: 3 clusters Score -7266276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7266282.000000 Penalty: 5606.572266
	Iteration 23Q: 3 clusters Score -7266282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7266279.000000 Penalty: 5606.572266
	Iteration 24Q: 3 clusters Score -7266279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7266286.000000 Penalty: 5606.572266
	Iteration 25Q: 3 clusters Score -7266286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7266295.000000 Penalty: 5606.572266
	Iteration 26Q: 3 clusters Score -7266295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7266305.000000 Penalty: 5606.572266
	Iteration 27Q: 3 clusters Score -7266305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7266307.000000 Penalty: 5606.572266
	Iteration 28Q: 3 clusters Score -7266307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7266318.000000 Penalty: 5606.572266
	Iteration 29Q: 3 clusters Score -7266318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7266331.500000 Penalty: 5606.572266
	Iteration 30Q: 3 clusters Score -7266332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7266336.000000 Penalty: 5606.572266
	Iteration 31Q: 3 clusters Score -7266336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7266335.500000 Penalty: 5606.572266
	Iteration 32Q: 3 clusters Score -7266336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7266338.000000 Penalty: 5606.572266
	Iteration 33Q: 3 clusters Score -7266338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7266337.000000 Penalty: 5606.572266
	Iteration 34Q: 3 clusters Score -7266337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7266337.000000 Penalty: 5606.572266
	Iteration 35F: 3 clusters Score -7266337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Entering Unmasked Estep 
Score: -559917.500000 Penalty: 2188.118652
	Iteration 0F: 2 clusters Score -559917.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -554233.125000 Penalty: 4376.237305
	Iteration 0F: 3 clusters Score -554233.1 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -555772.375000 Penalty: 4376.237305
	Iteration 1F: 3 clusters Score -555772.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -556082.125000 Penalty: 4376.237305
	Iteration 2F: 3 clusters Score -556082.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -556294.437500 Penalty: 4376.237305
	Iteration 3F: 3 clusters Score -556294.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -556486.312500 Penalty: 4376.237305
	Iteration 4Q: 3 clusters Score -556486.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -556754.250000 Penalty: 4376.237305
	Iteration 5Q: 3 clusters Score -556754.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -557111.250000 Penalty: 4376.237305
	Iteration 6Q: 3 clusters Score -557111.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -557572.562500 Penalty: 4376.237305
	Iteration 7F: 3 clusters Score -557572.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -558029.500000 Penalty: 4376.237305
	Iteration 8F: 3 clusters Score -558029.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -558470.562500 Penalty: 4376.237305
	Iteration 9F: 3 clusters Score -558470.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -558850.687500 Penalty: 4376.237305
	Iteration 10Q: 3 clusters Score -558850.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -559120.625000 Penalty: 4376.237305
	Iteration 11Q: 3 clusters Score -559120.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -559338.437500 Penalty: 4376.237305
	Iteration 12Q: 3 clusters Score -559338.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -559536.375000 Penalty: 4376.237305
	Iteration 13Q: 3 clusters Score -559536.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -559703.937500 Penalty: 4376.237305
	Iteration 14Q: 3 clusters Score -559703.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -559851.812500 Penalty: 4376.237305
	Iteration 15Q: 3 clusters Score -559851.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -559962.375000 Penalty: 4376.237305
	Iteration 16Q: 3 clusters Score -559962.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -560005.125000 Penalty: 4376.237305
	Iteration 17Q: 3 clusters Score -560005.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -560024.125000 Penalty: 4376.237305
	Iteration 18Q: 3 clusters Score -560024.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -560032.812500 Penalty: 4376.237305
	Iteration 19Q: 3 clusters Score -560032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -560041.187500 Penalty: 4376.237305
	Iteration 20F: 3 clusters Score -560041.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -560047.125000 Penalty: 4376.237305
	Iteration 21Q: 3 clusters Score -560047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -560050.000000 Penalty: 4376.237305
	Iteration 22Q: 3 clusters Score -560050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -560052.875000 Penalty: 4376.237305
	Iteration 23Q: 3 clusters Score -560052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -560055.500000 Penalty: 4376.237305
	Iteration 24Q: 3 clusters Score -560055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -560057.625000 Penalty: 4376.237305
	Iteration 25Q: 3 clusters Score -560057.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -560059.812500 Penalty: 4376.237305
	Iteration 26Q: 3 clusters Score -560059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -560061.187500 Penalty: 4376.237305
	Iteration 27Q: 3 clusters Score -560061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -560061.875000 Penalty: 4376.237305
	Iteration 28Q: 3 clusters Score -560061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -560062.687500 Penalty: 4376.237305
	Iteration 29Q: 3 clusters Score -560062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -560062.875000 Penalty: 4376.237305
	Iteration 30Q: 3 clusters Score -560062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -560063.562500 Penalty: 4376.237305
	Iteration 31Q: 3 clusters Score -560063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -560064.000000 Penalty: 4376.237305
	Iteration 32Q: 3 clusters Score -560064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -560064.000000 Penalty: 4376.237305
	Iteration 33F: 3 clusters Score -560064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 19013 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 10992 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 25176 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 23607 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Entering Unmasked Estep 
Score: -146476320.000000 Penalty: 96083.218750
Splitting cluster 10 changes total score from -146477392.000000 to -146476320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (212395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212395 members 
Entering Unmasked Estep 
Score: -18912536.000000 Penalty: 3042.018311
	Iteration 0F: 2 clusters Score -1.891254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106362 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -18769984.000000 Penalty: 6084.036621
	Iteration 0F: 3 clusters Score -1.876998e+07 nChanged 102216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -18830098.000000 Penalty: 6084.036621
	Iteration 1F: 3 clusters Score -1.88301e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115156 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -18831472.000000 Penalty: 6084.036621
	Iteration 2Q: 3 clusters Score -1.883147e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -18833664.000000 Penalty: 6084.036621
	Iteration 3Q: 3 clusters Score -1.883366e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -18837338.000000 Penalty: 6084.036621
	Iteration 4Q: 3 clusters Score -1.883734e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138613 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -18843876.000000 Penalty: 6084.036621
	Iteration 5F: 3 clusters Score -1.884388e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -18854612.000000 Penalty: 6084.036621
	Iteration 6F: 3 clusters Score -1.885461e+07 nChanged 17985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -18870088.000000 Penalty: 6084.036621
	Iteration 7F: 3 clusters Score -1.887009e+07 nChanged 17634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188624 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -18887312.000000 Penalty: 6084.036621
	Iteration 8F: 3 clusters Score -1.888731e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201500 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -18900026.000000 Penalty: 6084.036621
	Iteration 9F: 3 clusters Score -1.890003e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208164 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -18906326.000000 Penalty: 6084.036621
	Iteration 10Q: 3 clusters Score -1.890633e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210755 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18908528.000000 Penalty: 6084.036621
	Iteration 11Q: 3 clusters Score -1.890853e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211627 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18909322.000000 Penalty: 6084.036621
	Iteration 12Q: 3 clusters Score -1.890932e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211906 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18909592.000000 Penalty: 6084.036621
	Iteration 13Q: 3 clusters Score -1.890959e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211991 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -18909694.000000 Penalty: 6084.036621
	Iteration 14Q: 3 clusters Score -1.890969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212023 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18909760.000000 Penalty: 6084.036621
	Iteration 15Q: 3 clusters Score -1.890976e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18909790.000000 Penalty: 6084.036621
	Iteration 16Q: 3 clusters Score -1.890979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212059 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18909826.000000 Penalty: 6084.036621
	Iteration 17Q: 3 clusters Score -1.890983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212066 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18909840.000000 Penalty: 6084.036621
	Iteration 18Q: 3 clusters Score -1.890984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212068 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18909838.000000 Penalty: 6084.036621
	Iteration 19Q: 3 clusters Score -1.890984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212072 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18909850.000000 Penalty: 6084.036621
	Iteration 20F: 3 clusters Score -1.890985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212076 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18909854.000000 Penalty: 6084.036621
	Iteration 21Q: 3 clusters Score -1.890985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212078 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18909866.000000 Penalty: 6084.036621
	Iteration 22Q: 3 clusters Score -1.890987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18909874.000000 Penalty: 6084.036621
	Iteration 23Q: 3 clusters Score -1.890987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18909874.000000 Penalty: 6084.036621
	Iteration 24Q: 3 clusters Score -1.890987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212080 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18909866.000000 Penalty: 6084.036621
	Iteration 25Q: 3 clusters Score -1.890987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212079 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18909868.000000 Penalty: 6084.036621
	Iteration 26Q: 3 clusters Score -1.890987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212080 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18909858.000000 Penalty: 6084.036621
	Iteration 27Q: 3 clusters Score -1.890986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18909866.000000 Penalty: 6084.036621
	Iteration 28Q: 3 clusters Score -1.890987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18909880.000000 Penalty: 6084.036621
	Iteration 29Q: 3 clusters Score -1.890988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18909880.000000 Penalty: 6084.036621
	Iteration 30F: 3 clusters Score -1.890988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Entering Unmasked Estep 
Score: -2441993.500000 Penalty: 2541.617676
	Iteration 0F: 2 clusters Score -2441994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2422348.750000 Penalty: 5083.235352
	Iteration 0F: 3 clusters Score -2422349 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2429569.250000 Penalty: 5083.235352
	Iteration 1F: 3 clusters Score -2429569 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2430258.000000 Penalty: 5083.235352
	Iteration 2F: 3 clusters Score -2430258 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2431070.250000 Penalty: 5083.235352
	Iteration 3F: 3 clusters Score -2431070 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2432113.750000 Penalty: 5083.235352
	Iteration 4F: 3 clusters Score -2432114 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2433300.500000 Penalty: 5083.235352
	Iteration 5F: 3 clusters Score -2433300 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2434567.500000 Penalty: 5083.235352
	Iteration 6F: 3 clusters Score -2434568 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2435612.500000 Penalty: 5083.235352
	Iteration 7F: 3 clusters Score -2435612 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2436426.000000 Penalty: 5083.235352
	Iteration 8Q: 3 clusters Score -2436426 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2437052.750000 Penalty: 5083.235352
	Iteration 9Q: 3 clusters Score -2437053 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2437565.250000 Penalty: 5083.235352
	Iteration 10Q: 3 clusters Score -2437565 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2438018.250000 Penalty: 5083.235352
	Iteration 11Q: 3 clusters Score -2438018 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2438407.250000 Penalty: 5083.235352
	Iteration 12Q: 3 clusters Score -2438407 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2438724.250000 Penalty: 5083.235352
	Iteration 13Q: 3 clusters Score -2438724 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2438952.250000 Penalty: 5083.235352
	Iteration 14Q: 3 clusters Score -2438952 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2439109.750000 Penalty: 5083.235352
	Iteration 15Q: 3 clusters Score -2439110 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2439244.750000 Penalty: 5083.235352
	Iteration 16Q: 3 clusters Score -2439245 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2439346.500000 Penalty: 5083.235352
	Iteration 17Q: 3 clusters Score -2439346 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2439425.250000 Penalty: 5083.235352
	Iteration 18Q: 3 clusters Score -2439425 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2439480.250000 Penalty: 5083.235352
	Iteration 19Q: 3 clusters Score -2439480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2439517.500000 Penalty: 5083.235352
	Iteration 20F: 3 clusters Score -2439518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2439560.750000 Penalty: 5083.235352
	Iteration 21Q: 3 clusters Score -2439561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2439590.750000 Penalty: 5083.235352
	Iteration 22Q: 3 clusters Score -2439591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2439597.750000 Penalty: 5083.235352
	Iteration 23Q: 3 clusters Score -2439598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2439612.250000 Penalty: 5083.235352
	Iteration 24Q: 3 clusters Score -2439612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2439631.000000 Penalty: 5083.235352
	Iteration 25Q: 3 clusters Score -2439631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2439647.500000 Penalty: 5083.235352
	Iteration 26Q: 3 clusters Score -2439648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2439652.500000 Penalty: 5083.235352
	Iteration 27Q: 3 clusters Score -2439652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2439652.750000 Penalty: 5083.235352
	Iteration 28Q: 3 clusters Score -2439653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2439662.500000 Penalty: 5083.235352
	Iteration 29Q: 3 clusters Score -2439662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2439672.750000 Penalty: 5083.235352
	Iteration 30Q: 3 clusters Score -2439673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2439674.250000 Penalty: 5083.235352
	Iteration 31Q: 3 clusters Score -2439674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2439677.750000 Penalty: 5083.235352
	Iteration 32Q: 3 clusters Score -2439678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2439684.250000 Penalty: 5083.235352
	Iteration 33Q: 3 clusters Score -2439684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2439689.750000 Penalty: 5083.235352
	Iteration 34Q: 3 clusters Score -2439690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2439697.250000 Penalty: 5083.235352
	Iteration 35Q: 3 clusters Score -2439697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2439699.250000 Penalty: 5083.235352
	Iteration 36Q: 3 clusters Score -2439699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2439700.750000 Penalty: 5083.235352
	Iteration 37Q: 3 clusters Score -2439701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2439703.250000 Penalty: 5083.235352
	Iteration 38Q: 3 clusters Score -2439703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2439705.500000 Penalty: 5083.235352
	Iteration 39Q: 3 clusters Score -2439706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2439705.500000 Penalty: 5083.235352
	Iteration 40F: 3 clusters Score -2439706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2439705.750000 Penalty: 5083.235352
	Iteration 41Q: 3 clusters Score -2439706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2439700.000000 Penalty: 5083.235352
	Iteration 42Q: 3 clusters Score -2439700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2439709.250000 Penalty: 5083.235352
	Iteration 43Q: 3 clusters Score -2439709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2439709.000000 Penalty: 5083.235352
	Iteration 44Q: 3 clusters Score -2439709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2439710.000000 Penalty: 5083.235352
	Iteration 45Q: 3 clusters Score -2439710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2439708.000000 Penalty: 5083.235352
	Iteration 46Q: 3 clusters Score -2439708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2439710.750000 Penalty: 5083.235352
	Iteration 47Q: 3 clusters Score -2439711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2439715.500000 Penalty: 5083.235352
	Iteration 48Q: 3 clusters Score -2439716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2439721.000000 Penalty: 5083.235352
	Iteration 49Q: 3 clusters Score -2439721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2439717.250000 Penalty: 5083.235352
	Iteration 50Q: 3 clusters Score -2439717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2439719.500000 Penalty: 5083.235352
	Iteration 51Q: 3 clusters Score -2439720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2439724.250000 Penalty: 5083.235352
	Iteration 52Q: 3 clusters Score -2439724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2439730.750000 Penalty: 5083.235352
	Iteration 53Q: 3 clusters Score -2439731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2439730.750000 Penalty: 5083.235352
	Iteration 54Q: 3 clusters Score -2439731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2439733.750000 Penalty: 5083.235352
	Iteration 55Q: 3 clusters Score -2439734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2439740.000000 Penalty: 5083.235352
	Iteration 56Q: 3 clusters Score -2439740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2439749.000000 Penalty: 5083.235352
	Iteration 57Q: 3 clusters Score -2439749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2439754.000000 Penalty: 5083.235352
	Iteration 58Q: 3 clusters Score -2439754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2439760.250000 Penalty: 5083.235352
	Iteration 59Q: 3 clusters Score -2439760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2439765.000000 Penalty: 5083.235352
	Iteration 60F: 3 clusters Score -2439765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2439768.000000 Penalty: 5083.235352
	Iteration 61Q: 3 clusters Score -2439768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2439773.250000 Penalty: 5083.235352
	Iteration 62Q: 3 clusters Score -2439773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2439781.750000 Penalty: 5083.235352
	Iteration 63Q: 3 clusters Score -2439782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2439786.000000 Penalty: 5083.235352
	Iteration 64Q: 3 clusters Score -2439786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2439788.000000 Penalty: 5083.235352
	Iteration 65Q: 3 clusters Score -2439788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2439796.500000 Penalty: 5083.235352
	Iteration 66Q: 3 clusters Score -2439796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2439799.750000 Penalty: 5083.235352
	Iteration 67Q: 3 clusters Score -2439800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2439809.000000 Penalty: 5083.235352
	Iteration 68Q: 3 clusters Score -2439809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2439805.000000 Penalty: 5083.235352
	Iteration 69Q: 3 clusters Score -2439805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2439813.000000 Penalty: 5083.235352
	Iteration 70Q: 3 clusters Score -2439813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2439812.750000 Penalty: 5083.235352
	Iteration 71Q: 3 clusters Score -2439813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2439812.500000 Penalty: 5083.235352
	Iteration 72Q: 3 clusters Score -2439812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2439817.250000 Penalty: 5083.235352
	Iteration 73Q: 3 clusters Score -2439817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2439827.000000 Penalty: 5083.235352
	Iteration 74Q: 3 clusters Score -2439827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2439827.250000 Penalty: 5083.235352
	Iteration 75Q: 3 clusters Score -2439827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2439828.500000 Penalty: 5083.235352
	Iteration 76Q: 3 clusters Score -2439828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2439833.500000 Penalty: 5083.235352
	Iteration 77Q: 3 clusters Score -2439834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2439835.250000 Penalty: 5083.235352
	Iteration 78Q: 3 clusters Score -2439835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2439836.750000 Penalty: 5083.235352
	Iteration 79Q: 3 clusters Score -2439837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2439840.750000 Penalty: 5083.235352
	Iteration 80F: 3 clusters Score -2439841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2439844.750000 Penalty: 5083.235352
	Iteration 81Q: 3 clusters Score -2439845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2439846.750000 Penalty: 5083.235352
	Iteration 82Q: 3 clusters Score -2439847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2439848.750000 Penalty: 5083.235352
	Iteration 83Q: 3 clusters Score -2439849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2439855.250000 Penalty: 5083.235352
	Iteration 84Q: 3 clusters Score -2439855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2439857.500000 Penalty: 5083.235352
	Iteration 85Q: 3 clusters Score -2439858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2439862.500000 Penalty: 5083.235352
	Iteration 86Q: 3 clusters Score -2439862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2439864.750000 Penalty: 5083.235352
	Iteration 87Q: 3 clusters Score -2439865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2439863.750000 Penalty: 5083.235352
	Iteration 88Q: 3 clusters Score -2439864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2439869.250000 Penalty: 5083.235352
	Iteration 89Q: 3 clusters Score -2439869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2439867.750000 Penalty: 5083.235352
	Iteration 90Q: 3 clusters Score -2439868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2439866.750000 Penalty: 5083.235352
	Iteration 91Q: 3 clusters Score -2439867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2439869.250000 Penalty: 5083.235352
	Iteration 92Q: 3 clusters Score -2439869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2439871.000000 Penalty: 5083.235352
	Iteration 93Q: 3 clusters Score -2439871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2439869.250000 Penalty: 5083.235352
	Iteration 94Q: 3 clusters Score -2439869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2439871.750000 Penalty: 5083.235352
	Iteration 95Q: 3 clusters Score -2439872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2439872.750000 Penalty: 5083.235352
	Iteration 96Q: 3 clusters Score -2439873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2439872.500000 Penalty: 5083.235352
	Iteration 97Q: 3 clusters Score -2439872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2439875.000000 Penalty: 5083.235352
	Iteration 98Q: 3 clusters Score -2439875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2439881.750000 Penalty: 5083.235352
	Iteration 99Q: 3 clusters Score -2439882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2439886.250000 Penalty: 5083.235352
	Iteration 100F: 3 clusters Score -2439886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2439888.000000 Penalty: 5083.235352
	Iteration 101Q: 3 clusters Score -2439888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2439890.250000 Penalty: 5083.235352
	Iteration 102Q: 3 clusters Score -2439890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2439894.250000 Penalty: 5083.235352
	Iteration 103Q: 3 clusters Score -2439894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2439892.250000 Penalty: 5083.235352
	Iteration 104Q: 3 clusters Score -2439892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2439899.250000 Penalty: 5083.235352
	Iteration 105Q: 3 clusters Score -2439899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2439900.250000 Penalty: 5083.235352
	Iteration 106Q: 3 clusters Score -2439900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2439907.750000 Penalty: 5083.235352
	Iteration 107Q: 3 clusters Score -2439908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2439906.500000 Penalty: 5083.235352
	Iteration 108Q: 3 clusters Score -2439906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2439909.000000 Penalty: 5083.235352
	Iteration 109Q: 3 clusters Score -2439909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2439905.250000 Penalty: 5083.235352
	Iteration 110Q: 3 clusters Score -2439905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2439906.250000 Penalty: 5083.235352
	Iteration 111Q: 3 clusters Score -2439906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2439914.000000 Penalty: 5083.235352
	Iteration 112Q: 3 clusters Score -2439914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2439913.750000 Penalty: 5083.235352
	Iteration 113Q: 3 clusters Score -2439914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2439913.500000 Penalty: 5083.235352
	Iteration 114Q: 3 clusters Score -2439914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2439913.500000 Penalty: 5083.235352
	Iteration 115F: 3 clusters Score -2439914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Entering Unmasked Estep 
Score: -1627182.000000 Penalty: 2443.513916
	Iteration 0F: 2 clusters Score -1627182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1613809.000000 Penalty: 4887.027832
	Iteration 0F: 3 clusters Score -1613809 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1618207.375000 Penalty: 4887.027832
	Iteration 1F: 3 clusters Score -1618207 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1618854.875000 Penalty: 4887.027832
	Iteration 2F: 3 clusters Score -1618855 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1619914.625000 Penalty: 4887.027832
	Iteration 3F: 3 clusters Score -1619915 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1621405.000000 Penalty: 4887.027832
	Iteration 4F: 3 clusters Score -1621405 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1622974.375000 Penalty: 4887.027832
	Iteration 5F: 3 clusters Score -1622974 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1624224.125000 Penalty: 4887.027832
	Iteration 6F: 3 clusters Score -1624224 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1625035.250000 Penalty: 4887.027832
	Iteration 7F: 3 clusters Score -1625035 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1625527.750000 Penalty: 4887.027832
	Iteration 8Q: 3 clusters Score -1625528 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1625848.750000 Penalty: 4887.027832
	Iteration 9Q: 3 clusters Score -1625849 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1626031.000000 Penalty: 4887.027832
	Iteration 10Q: 3 clusters Score -1626031 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1626154.750000 Penalty: 4887.027832
	Iteration 11Q: 3 clusters Score -1626155 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1626290.750000 Penalty: 4887.027832
	Iteration 12Q: 3 clusters Score -1626291 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1626452.625000 Penalty: 4887.027832
	Iteration 13Q: 3 clusters Score -1626453 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1626605.875000 Penalty: 4887.027832
	Iteration 14Q: 3 clusters Score -1626606 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1626793.125000 Penalty: 4887.027832
	Iteration 15Q: 3 clusters Score -1626793 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1627035.875000 Penalty: 4887.027832
	Iteration 16Q: 3 clusters Score -1627036 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1627392.375000 Penalty: 4887.027832
	Iteration 17Q: 3 clusters Score -1627392 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1627824.750000 Penalty: 4887.027832
	Iteration 18Q: 3 clusters Score -1627825 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1628181.750000 Penalty: 4887.027832
	Iteration 19Q: 3 clusters Score -1628182 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1628383.375000 Penalty: 4887.027832
	Iteration 20F: 3 clusters Score -1628383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1628477.000000 Penalty: 4887.027832
	Iteration 21Q: 3 clusters Score -1628477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1628507.000000 Penalty: 4887.027832
	Iteration 22Q: 3 clusters Score -1628507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1628522.375000 Penalty: 4887.027832
	Iteration 23Q: 3 clusters Score -1628522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1628526.250000 Penalty: 4887.027832
	Iteration 24Q: 3 clusters Score -1628526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1628532.250000 Penalty: 4887.027832
	Iteration 25Q: 3 clusters Score -1628532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1628532.875000 Penalty: 4887.027832
	Iteration 26Q: 3 clusters Score -1628533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1628531.625000 Penalty: 4887.027832
	Iteration 27Q: 3 clusters Score -1628532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1628533.000000 Penalty: 4887.027832
	Iteration 28Q: 3 clusters Score -1628533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1628535.000000 Penalty: 4887.027832
	Iteration 29Q: 3 clusters Score -1628535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1628537.750000 Penalty: 4887.027832
	Iteration 30Q: 3 clusters Score -1628538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1628537.750000 Penalty: 4887.027832
	Iteration 31F: 3 clusters Score -1628538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 10992 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 25176 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 23607 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Entering Unmasked Estep 
Score: -146477984.000000 Penalty: 96083.218750
Splitting cluster 13 changes total score from -146477392.000000 to -146477984.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (64522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Entering Unmasked Estep 
Score: -5816962.000000 Penalty: 2746.540771
	Iteration 0F: 2 clusters Score -5816962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5773508.500000 Penalty: 5493.081543
	Iteration 0F: 3 clusters Score -5773508 nChanged 30205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5790577.500000 Penalty: 5493.081543
	Iteration 1F: 3 clusters Score -5790578 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5791631.500000 Penalty: 5493.081543
	Iteration 2Q: 3 clusters Score -5791632 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -5793009.500000 Penalty: 5493.081543
	Iteration 3Q: 3 clusters Score -5793010 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5795160.000000 Penalty: 5493.081543
	Iteration 4F: 3 clusters Score -5795160 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5797950.500000 Penalty: 5493.081543
	Iteration 5F: 3 clusters Score -5797950 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -5801326.500000 Penalty: 5493.081543
	Iteration 6F: 3 clusters Score -5801326 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -5804843.500000 Penalty: 5493.081543
	Iteration 7F: 3 clusters Score -5804844 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -5808128.500000 Penalty: 5493.081543
	Iteration 8F: 3 clusters Score -5808128 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -5810721.500000 Penalty: 5493.081543
	Iteration 9Q: 3 clusters Score -5810722 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -5812313.000000 Penalty: 5493.081543
	Iteration 10Q: 3 clusters Score -5812313 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -5813277.000000 Penalty: 5493.081543
	Iteration 11Q: 3 clusters Score -5813277 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -5813876.500000 Penalty: 5493.081543
	Iteration 12Q: 3 clusters Score -5813876 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -5814218.000000 Penalty: 5493.081543
	Iteration 13Q: 3 clusters Score -5814218 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -5814383.000000 Penalty: 5493.081543
	Iteration 14Q: 3 clusters Score -5814383 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -5814507.500000 Penalty: 5493.081543
	Iteration 15Q: 3 clusters Score -5814508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -5814594.500000 Penalty: 5493.081543
	Iteration 16Q: 3 clusters Score -5814594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -5814652.500000 Penalty: 5493.081543
	Iteration 17Q: 3 clusters Score -5814652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -5814686.500000 Penalty: 5493.081543
	Iteration 18Q: 3 clusters Score -5814686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -5814703.000000 Penalty: 5493.081543
	Iteration 19Q: 3 clusters Score -5814703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -5814732.500000 Penalty: 5493.081543
	Iteration 20F: 3 clusters Score -5814732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -5814756.000000 Penalty: 5493.081543
	Iteration 21Q: 3 clusters Score -5814756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -5814778.000000 Penalty: 5493.081543
	Iteration 22Q: 3 clusters Score -5814778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -5814799.000000 Penalty: 5493.081543
	Iteration 23Q: 3 clusters Score -5814799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -5814813.000000 Penalty: 5493.081543
	Iteration 24Q: 3 clusters Score -5814813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -5814834.000000 Penalty: 5493.081543
	Iteration 25Q: 3 clusters Score -5814834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -5814868.000000 Penalty: 5493.081543
	Iteration 26Q: 3 clusters Score -5814868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -5814895.000000 Penalty: 5493.081543
	Iteration 27Q: 3 clusters Score -5814895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -5814915.000000 Penalty: 5493.081543
	Iteration 28Q: 3 clusters Score -5814915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -5814925.000000 Penalty: 5493.081543
	Iteration 29Q: 3 clusters Score -5814925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -5814951.500000 Penalty: 5493.081543
	Iteration 30Q: 3 clusters Score -5814952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -5814968.000000 Penalty: 5493.081543
	Iteration 31Q: 3 clusters Score -5814968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -5814984.000000 Penalty: 5493.081543
	Iteration 32Q: 3 clusters Score -5814984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -5814995.500000 Penalty: 5493.081543
	Iteration 33Q: 3 clusters Score -5814996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -5815001.500000 Penalty: 5493.081543
	Iteration 34Q: 3 clusters Score -5815002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -5815010.000000 Penalty: 5493.081543
	Iteration 35Q: 3 clusters Score -5815010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -5815013.000000 Penalty: 5493.081543
	Iteration 36Q: 3 clusters Score -5815013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -5815016.500000 Penalty: 5493.081543
	Iteration 37Q: 3 clusters Score -5815016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -5815024.500000 Penalty: 5493.081543
	Iteration 38Q: 3 clusters Score -5815024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -5815035.500000 Penalty: 5493.081543
	Iteration 39Q: 3 clusters Score -5815036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -5815035.500000 Penalty: 5493.081543
	Iteration 40F: 3 clusters Score -5815036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -5815040.500000 Penalty: 5493.081543
	Iteration 41Q: 3 clusters Score -5815040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -5815041.000000 Penalty: 5493.081543
	Iteration 42Q: 3 clusters Score -5815041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -5815039.500000 Penalty: 5493.081543
	Iteration 43Q: 3 clusters Score -5815040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -5815039.500000 Penalty: 5493.081543
	Iteration 44F: 3 clusters Score -5815040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Entering Unmasked Estep 
Score: -1763275.000000 Penalty: 2454.647217
	Iteration 0F: 2 clusters Score -1763275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1749252.250000 Penalty: 4909.294434
	Iteration 0F: 3 clusters Score -1749252 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1753966.000000 Penalty: 4909.294434
	Iteration 1F: 3 clusters Score -1753966 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1754446.000000 Penalty: 4909.294434
	Iteration 2F: 3 clusters Score -1754446 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1754955.500000 Penalty: 4909.294434
	Iteration 3F: 3 clusters Score -1754956 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1755592.625000 Penalty: 4909.294434
	Iteration 4F: 3 clusters Score -1755593 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1756353.250000 Penalty: 4909.294434
	Iteration 5F: 3 clusters Score -1756353 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1757127.625000 Penalty: 4909.294434
	Iteration 6F: 3 clusters Score -1757128 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1757903.500000 Penalty: 4909.294434
	Iteration 7F: 3 clusters Score -1757904 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1758720.875000 Penalty: 4909.294434
	Iteration 8F: 3 clusters Score -1758721 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1759487.750000 Penalty: 4909.294434
	Iteration 9Q: 3 clusters Score -1759488 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1760096.250000 Penalty: 4909.294434
	Iteration 10Q: 3 clusters Score -1760096 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1760525.750000 Penalty: 4909.294434
	Iteration 11Q: 3 clusters Score -1760526 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1760783.125000 Penalty: 4909.294434
	Iteration 12Q: 3 clusters Score -1760783 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1760939.625000 Penalty: 4909.294434
	Iteration 13Q: 3 clusters Score -1760940 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1761020.750000 Penalty: 4909.294434
	Iteration 14Q: 3 clusters Score -1761021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1761084.125000 Penalty: 4909.294434
	Iteration 15Q: 3 clusters Score -1761084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1761145.000000 Penalty: 4909.294434
	Iteration 16Q: 3 clusters Score -1761145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1761203.000000 Penalty: 4909.294434
	Iteration 17Q: 3 clusters Score -1761203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1761247.875000 Penalty: 4909.294434
	Iteration 18Q: 3 clusters Score -1761248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1761281.750000 Penalty: 4909.294434
	Iteration 19Q: 3 clusters Score -1761282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1761311.750000 Penalty: 4909.294434
	Iteration 20F: 3 clusters Score -1761312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1761328.125000 Penalty: 4909.294434
	Iteration 21Q: 3 clusters Score -1761328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1761352.125000 Penalty: 4909.294434
	Iteration 22Q: 3 clusters Score -1761352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1761366.500000 Penalty: 4909.294434
	Iteration 23Q: 3 clusters Score -1761366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1761383.625000 Penalty: 4909.294434
	Iteration 24Q: 3 clusters Score -1761384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1761391.750000 Penalty: 4909.294434
	Iteration 25Q: 3 clusters Score -1761392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1761394.875000 Penalty: 4909.294434
	Iteration 26Q: 3 clusters Score -1761395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1761396.375000 Penalty: 4909.294434
	Iteration 27Q: 3 clusters Score -1761396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1761401.500000 Penalty: 4909.294434
	Iteration 28Q: 3 clusters Score -1761402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1761406.250000 Penalty: 4909.294434
	Iteration 29Q: 3 clusters Score -1761406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1761409.750000 Penalty: 4909.294434
	Iteration 30Q: 3 clusters Score -1761410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1761414.875000 Penalty: 4909.294434
	Iteration 31Q: 3 clusters Score -1761415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1761424.875000 Penalty: 4909.294434
	Iteration 32Q: 3 clusters Score -1761425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1761435.125000 Penalty: 4909.294434
	Iteration 33Q: 3 clusters Score -1761435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1761440.750000 Penalty: 4909.294434
	Iteration 34Q: 3 clusters Score -1761441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1761444.500000 Penalty: 4909.294434
	Iteration 35Q: 3 clusters Score -1761444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1761449.125000 Penalty: 4909.294434
	Iteration 36Q: 3 clusters Score -1761449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1761456.000000 Penalty: 4909.294434
	Iteration 37Q: 3 clusters Score -1761456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1761456.875000 Penalty: 4909.294434
	Iteration 38Q: 3 clusters Score -1761457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1761454.250000 Penalty: 4909.294434
	Iteration 39Q: 3 clusters Score -1761454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1761458.375000 Penalty: 4909.294434
	Iteration 40F: 3 clusters Score -1761458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1761458.000000 Penalty: 4909.294434
	Iteration 41Q: 3 clusters Score -1761458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1761459.125000 Penalty: 4909.294434
	Iteration 42Q: 3 clusters Score -1761459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1761459.250000 Penalty: 4909.294434
	Iteration 43Q: 3 clusters Score -1761459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1761464.250000 Penalty: 4909.294434
	Iteration 44Q: 3 clusters Score -1761464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1761466.125000 Penalty: 4909.294434
	Iteration 45Q: 3 clusters Score -1761466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1761468.000000 Penalty: 4909.294434
	Iteration 46Q: 3 clusters Score -1761468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1761471.125000 Penalty: 4909.294434
	Iteration 47Q: 3 clusters Score -1761471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1761470.625000 Penalty: 4909.294434
	Iteration 48Q: 3 clusters Score -1761471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1761473.000000 Penalty: 4909.294434
	Iteration 49Q: 3 clusters Score -1761473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1761472.500000 Penalty: 4909.294434
	Iteration 50Q: 3 clusters Score -1761472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1761473.375000 Penalty: 4909.294434
	Iteration 51Q: 3 clusters Score -1761473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1761473.750000 Penalty: 4909.294434
	Iteration 52Q: 3 clusters Score -1761474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1761474.000000 Penalty: 4909.294434
	Iteration 53Q: 3 clusters Score -1761474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1761474.000000 Penalty: 4909.294434
	Iteration 54F: 3 clusters Score -1761474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Entering Unmasked Estep 
Score: -2238701.250000 Penalty: 2509.452393
	Iteration 0F: 2 clusters Score -2238701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2221378.500000 Penalty: 5018.904785
	Iteration 0F: 3 clusters Score -2221378 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2227387.500000 Penalty: 5018.904785
	Iteration 1F: 3 clusters Score -2227388 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2227828.250000 Penalty: 5018.904785
	Iteration 2Q: 3 clusters Score -2227828 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2228238.750000 Penalty: 5018.904785
	Iteration 3Q: 3 clusters Score -2228239 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2228677.250000 Penalty: 5018.904785
	Iteration 4Q: 3 clusters Score -2228677 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2229162.750000 Penalty: 5018.904785
	Iteration 5Q: 3 clusters Score -2229163 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2229728.250000 Penalty: 5018.904785
	Iteration 6Q: 3 clusters Score -2229728 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2230248.500000 Penalty: 5018.904785
	Iteration 7Q: 3 clusters Score -2230248 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2230853.250000 Penalty: 5018.904785
	Iteration 8Q: 3 clusters Score -2230853 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2231595.750000 Penalty: 5018.904785
	Iteration 9Q: 3 clusters Score -2231596 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2232534.500000 Penalty: 5018.904785
	Iteration 10F: 3 clusters Score -2232534 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2233545.000000 Penalty: 5018.904785
	Iteration 11F: 3 clusters Score -2233545 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2234429.750000 Penalty: 5018.904785
	Iteration 12Q: 3 clusters Score -2234430 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2235120.000000 Penalty: 5018.904785
	Iteration 13Q: 3 clusters Score -2235120 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2235627.500000 Penalty: 5018.904785
	Iteration 14Q: 3 clusters Score -2235628 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2235921.500000 Penalty: 5018.904785
	Iteration 15Q: 3 clusters Score -2235922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2236097.500000 Penalty: 5018.904785
	Iteration 16Q: 3 clusters Score -2236098 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2236222.000000 Penalty: 5018.904785
	Iteration 17Q: 3 clusters Score -2236222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2236302.750000 Penalty: 5018.904785
	Iteration 18Q: 3 clusters Score -2236303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2236359.000000 Penalty: 5018.904785
	Iteration 19Q: 3 clusters Score -2236359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2236400.750000 Penalty: 5018.904785
	Iteration 20F: 3 clusters Score -2236401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2236433.500000 Penalty: 5018.904785
	Iteration 21Q: 3 clusters Score -2236434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2236462.500000 Penalty: 5018.904785
	Iteration 22Q: 3 clusters Score -2236462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2236480.250000 Penalty: 5018.904785
	Iteration 23Q: 3 clusters Score -2236480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2236496.250000 Penalty: 5018.904785
	Iteration 24Q: 3 clusters Score -2236496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2236522.500000 Penalty: 5018.904785
	Iteration 25Q: 3 clusters Score -2236522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2236536.250000 Penalty: 5018.904785
	Iteration 26Q: 3 clusters Score -2236536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2236547.000000 Penalty: 5018.904785
	Iteration 27Q: 3 clusters Score -2236547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2236553.750000 Penalty: 5018.904785
	Iteration 28Q: 3 clusters Score -2236554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2236558.750000 Penalty: 5018.904785
	Iteration 29Q: 3 clusters Score -2236559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2236563.750000 Penalty: 5018.904785
	Iteration 30Q: 3 clusters Score -2236564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2236563.500000 Penalty: 5018.904785
	Iteration 31Q: 3 clusters Score -2236564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2236563.000000 Penalty: 5018.904785
	Iteration 32Q: 3 clusters Score -2236563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2236563.000000 Penalty: 5018.904785
	Iteration 33F: 3 clusters Score -2236563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -882180.875000 Penalty: 2307.620850
	Iteration 0F: 2 clusters Score -882180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -873984.687500 Penalty: 4615.241699
	Iteration 0F: 3 clusters Score -873984.7 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -878010.500000 Penalty: 4615.241699
	Iteration 1F: 3 clusters Score -878010.5 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -880657.687500 Penalty: 4615.241699
	Iteration 2F: 3 clusters Score -880657.7 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -882492.500000 Penalty: 4615.241699
	Iteration 3F: 3 clusters Score -882492.5 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -883205.062500 Penalty: 4615.241699
	Iteration 4F: 3 clusters Score -883205.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -883479.125000 Penalty: 4615.241699
	Iteration 5Q: 3 clusters Score -883479.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -883683.250000 Penalty: 4615.241699
	Iteration 6Q: 3 clusters Score -883683.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -883845.000000 Penalty: 4615.241699
	Iteration 7Q: 3 clusters Score -883845 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -883978.125000 Penalty: 4615.241699
	Iteration 8Q: 3 clusters Score -883978.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -884098.625000 Penalty: 4615.241699
	Iteration 9Q: 3 clusters Score -884098.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -884213.125000 Penalty: 4615.241699
	Iteration 10Q: 3 clusters Score -884213.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -884316.562500 Penalty: 4615.241699
	Iteration 11Q: 3 clusters Score -884316.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -884418.437500 Penalty: 4615.241699
	Iteration 12Q: 3 clusters Score -884418.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -884597.750000 Penalty: 4615.241699
	Iteration 13Q: 3 clusters Score -884597.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -885074.187500 Penalty: 4615.241699
	Iteration 14Q: 3 clusters Score -885074.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -886314.000000 Penalty: 4615.241699
	Iteration 15Q: 3 clusters Score -886314 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -887123.875000 Penalty: 4615.241699
	Iteration 16Q: 3 clusters Score -887123.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -887422.125000 Penalty: 4615.241699
	Iteration 17Q: 3 clusters Score -887422.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -887597.312500 Penalty: 4615.241699
	Iteration 18Q: 3 clusters Score -887597.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -887687.062500 Penalty: 4615.241699
	Iteration 19Q: 3 clusters Score -887687.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -887737.687500 Penalty: 4615.241699
	Iteration 20F: 3 clusters Score -887737.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -887766.000000 Penalty: 4615.241699
	Iteration 21Q: 3 clusters Score -887766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -887778.125000 Penalty: 4615.241699
	Iteration 22Q: 3 clusters Score -887778.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -887787.187500 Penalty: 4615.241699
	Iteration 23Q: 3 clusters Score -887787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -887791.937500 Penalty: 4615.241699
	Iteration 24Q: 3 clusters Score -887791.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -887792.062500 Penalty: 4615.241699
	Iteration 25Q: 3 clusters Score -887792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -887795.437500 Penalty: 4615.241699
	Iteration 26Q: 3 clusters Score -887795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -887793.187500 Penalty: 4615.241699
	Iteration 27Q: 3 clusters Score -887793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -887797.000000 Penalty: 4615.241699
	Iteration 28Q: 3 clusters Score -887797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -887796.375000 Penalty: 4615.241699
	Iteration 29Q: 3 clusters Score -887796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -887795.875000 Penalty: 4615.241699
	Iteration 30Q: 3 clusters Score -887795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -887796.062500 Penalty: 4615.241699
	Iteration 31Q: 3 clusters Score -887796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -887797.000000 Penalty: 4615.241699
	Iteration 32Q: 3 clusters Score -887797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -887797.375000 Penalty: 4615.241699
	Iteration 33Q: 3 clusters Score -887797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -887799.625000 Penalty: 4615.241699
	Iteration 34Q: 3 clusters Score -887799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -887799.625000 Penalty: 4615.241699
	Iteration 35F: 3 clusters Score -887799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 25176 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 23607 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Mstep: Class 28 contains 6938 members 
Entering Unmasked Estep 
Score: -146482368.000000 Penalty: 99641.851562
Splitting cluster 17 changes total score from -146477392.000000 to -146482368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (67808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Entering Unmasked Estep 
Score: -6091884.000000 Penalty: 2758.859863
	Iteration 0F: 2 clusters Score -6091884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -6046397.500000 Penalty: 5517.719727
	Iteration 0F: 3 clusters Score -6046398 nChanged 31820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6064047.000000 Penalty: 5517.719727
	Iteration 1F: 3 clusters Score -6064047 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -6064663.500000 Penalty: 5517.719727
	Iteration 2Q: 3 clusters Score -6064664 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -6065351.000000 Penalty: 5517.719727
	Iteration 3Q: 3 clusters Score -6065351 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6066200.500000 Penalty: 5517.719727
	Iteration 4Q: 3 clusters Score -6066200 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -6067287.000000 Penalty: 5517.719727
	Iteration 5Q: 3 clusters Score -6067287 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -6068479.000000 Penalty: 5517.719727
	Iteration 6Q: 3 clusters Score -6068479 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -6069791.500000 Penalty: 5517.719727
	Iteration 7Q: 3 clusters Score -6069792 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -6071089.000000 Penalty: 5517.719727
	Iteration 8Q: 3 clusters Score -6071089 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -6072603.500000 Penalty: 5517.719727
	Iteration 9Q: 3 clusters Score -6072604 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -6074438.500000 Penalty: 5517.719727
	Iteration 10F: 3 clusters Score -6074438 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6076728.000000 Penalty: 5517.719727
	Iteration 11F: 3 clusters Score -6076728 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6079394.500000 Penalty: 5517.719727
	Iteration 12F: 3 clusters Score -6079394 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -6082117.500000 Penalty: 5517.719727
	Iteration 13Q: 3 clusters Score -6082118 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -6084003.500000 Penalty: 5517.719727
	Iteration 14Q: 3 clusters Score -6084004 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -6085273.500000 Penalty: 5517.719727
	Iteration 15Q: 3 clusters Score -6085274 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -6086288.000000 Penalty: 5517.719727
	Iteration 16Q: 3 clusters Score -6086288 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -6087339.000000 Penalty: 5517.719727
	Iteration 17Q: 3 clusters Score -6087339 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -6088275.500000 Penalty: 5517.719727
	Iteration 18Q: 3 clusters Score -6088276 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -6089019.500000 Penalty: 5517.719727
	Iteration 19Q: 3 clusters Score -6089020 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -6089721.500000 Penalty: 5517.719727
	Iteration 20F: 3 clusters Score -6089722 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -6090271.000000 Penalty: 5517.719727
	Iteration 21Q: 3 clusters Score -6090271 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -6090606.500000 Penalty: 5517.719727
	Iteration 22Q: 3 clusters Score -6090606 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -6090783.000000 Penalty: 5517.719727
	Iteration 23Q: 3 clusters Score -6090783 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -6090881.500000 Penalty: 5517.719727
	Iteration 24Q: 3 clusters Score -6090882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -6090944.500000 Penalty: 5517.719727
	Iteration 25Q: 3 clusters Score -6090944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -6090991.000000 Penalty: 5517.719727
	Iteration 26Q: 3 clusters Score -6090991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -6091020.000000 Penalty: 5517.719727
	Iteration 27Q: 3 clusters Score -6091020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -6091049.500000 Penalty: 5517.719727
	Iteration 28Q: 3 clusters Score -6091050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -6091072.500000 Penalty: 5517.719727
	Iteration 29Q: 3 clusters Score -6091072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -6091083.500000 Penalty: 5517.719727
	Iteration 30Q: 3 clusters Score -6091084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -6091090.000000 Penalty: 5517.719727
	Iteration 31Q: 3 clusters Score -6091090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -6091103.000000 Penalty: 5517.719727
	Iteration 32Q: 3 clusters Score -6091103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -6091108.000000 Penalty: 5517.719727
	Iteration 33Q: 3 clusters Score -6091108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -6091117.000000 Penalty: 5517.719727
	Iteration 34Q: 3 clusters Score -6091117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -6091119.000000 Penalty: 5517.719727
	Iteration 35Q: 3 clusters Score -6091119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -6091119.500000 Penalty: 5517.719727
	Iteration 36Q: 3 clusters Score -6091120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -6091128.000000 Penalty: 5517.719727
	Iteration 37Q: 3 clusters Score -6091128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -6091131.500000 Penalty: 5517.719727
	Iteration 38Q: 3 clusters Score -6091132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -6091132.500000 Penalty: 5517.719727
	Iteration 39Q: 3 clusters Score -6091132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -6091131.500000 Penalty: 5517.719727
	Iteration 40F: 3 clusters Score -6091132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -6091140.000000 Penalty: 5517.719727
	Iteration 41Q: 3 clusters Score -6091140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -6091136.500000 Penalty: 5517.719727
	Iteration 42Q: 3 clusters Score -6091136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -6091138.000000 Penalty: 5517.719727
	Iteration 43Q: 3 clusters Score -6091138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -6091138.000000 Penalty: 5517.719727
	Iteration 44Q: 3 clusters Score -6091138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -6091138.000000 Penalty: 5517.719727
	Iteration 45F: 3 clusters Score -6091138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Entering Unmasked Estep 
Score: -13875631.000000 Penalty: 2963.022461
	Iteration 0F: 2 clusters Score -1.387563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -13771883.000000 Penalty: 5926.044922
	Iteration 0F: 3 clusters Score -1.377188e+07 nChanged 73770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -13814555.000000 Penalty: 5926.044922
	Iteration 1F: 3 clusters Score -1.381456e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -13815482.000000 Penalty: 5926.044922
	Iteration 2Q: 3 clusters Score -1.381548e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -13816824.000000 Penalty: 5926.044922
	Iteration 3Q: 3 clusters Score -1.381682e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -13818817.000000 Penalty: 5926.044922
	Iteration 4Q: 3 clusters Score -1.381882e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -13821810.000000 Penalty: 5926.044922
	Iteration 5Q: 3 clusters Score -1.382181e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -13826259.000000 Penalty: 5926.044922
	Iteration 6F: 3 clusters Score -1.382626e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -13832493.000000 Penalty: 5926.044922
	Iteration 7F: 3 clusters Score -1.383249e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 113125 members 
Entering Unmasked Estep 
Score: -13839950.000000 Penalty: 5926.044922
	Iteration 8F: 3 clusters Score -1.383995e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -13848216.000000 Penalty: 5926.044922
	Iteration 9F: 3 clusters Score -1.384822e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 132172 members 
Entering Unmasked Estep 
Score: -13856085.000000 Penalty: 5926.044922
	Iteration 10F: 3 clusters Score -1.385608e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 139928 members 
Entering Unmasked Estep 
Score: -13862753.000000 Penalty: 5926.044922
	Iteration 11F: 3 clusters Score -1.386275e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 145558 members 
Entering Unmasked Estep 
Score: -13867469.000000 Penalty: 5926.044922
	Iteration 12Q: 3 clusters Score -1.386747e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 148914 members 
Entering Unmasked Estep 
Score: -13870168.000000 Penalty: 5926.044922
	Iteration 13Q: 3 clusters Score -1.387017e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 150779 members 
Entering Unmasked Estep 
Score: -13871563.000000 Penalty: 5926.044922
	Iteration 14Q: 3 clusters Score -1.387156e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 151842 members 
Entering Unmasked Estep 
Score: -13872288.000000 Penalty: 5926.044922
	Iteration 15Q: 3 clusters Score -1.387229e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -13872587.000000 Penalty: 5926.044922
	Iteration 16Q: 3 clusters Score -1.387259e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 152750 members 
Entering Unmasked Estep 
Score: -13872818.000000 Penalty: 5926.044922
	Iteration 17Q: 3 clusters Score -1.387282e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -13872900.000000 Penalty: 5926.044922
	Iteration 18Q: 3 clusters Score -1.38729e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -13872959.000000 Penalty: 5926.044922
	Iteration 19Q: 3 clusters Score -1.387296e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -13873038.000000 Penalty: 5926.044922
	Iteration 20F: 3 clusters Score -1.387304e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -13873083.000000 Penalty: 5926.044922
	Iteration 21Q: 3 clusters Score -1.387308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -13873120.000000 Penalty: 5926.044922
	Iteration 22Q: 3 clusters Score -1.387312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 153284 members 
Entering Unmasked Estep 
Score: -13873123.000000 Penalty: 5926.044922
	Iteration 23Q: 3 clusters Score -1.387312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -13873135.000000 Penalty: 5926.044922
	Iteration 24Q: 3 clusters Score -1.387314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 153305 members 
Entering Unmasked Estep 
Score: -13873129.000000 Penalty: 5926.044922
	Iteration 25Q: 3 clusters Score -1.387313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 153319 members 
Entering Unmasked Estep 
Score: -13873154.000000 Penalty: 5926.044922
	Iteration 26Q: 3 clusters Score -1.387315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 153325 members 
Entering Unmasked Estep 
Score: -13873167.000000 Penalty: 5926.044922
	Iteration 27Q: 3 clusters Score -1.387317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -13873165.000000 Penalty: 5926.044922
	Iteration 28Q: 3 clusters Score -1.387316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -13873168.000000 Penalty: 5926.044922
	Iteration 29Q: 3 clusters Score -1.387317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -13873165.000000 Penalty: 5926.044922
	Iteration 30Q: 3 clusters Score -1.387316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 153360 members 
Entering Unmasked Estep 
Score: -13873181.000000 Penalty: 5926.044922
	Iteration 31Q: 3 clusters Score -1.387318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -13873185.000000 Penalty: 5926.044922
	Iteration 32Q: 3 clusters Score -1.387318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -13873199.000000 Penalty: 5926.044922
	Iteration 33Q: 3 clusters Score -1.38732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -13873206.000000 Penalty: 5926.044922
	Iteration 34Q: 3 clusters Score -1.387321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -13873213.000000 Penalty: 5926.044922
	Iteration 35Q: 3 clusters Score -1.387321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -13873219.000000 Penalty: 5926.044922
	Iteration 36Q: 3 clusters Score -1.387322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -13873216.000000 Penalty: 5926.044922
	Iteration 37Q: 3 clusters Score -1.387322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -13873211.000000 Penalty: 5926.044922
	Iteration 38Q: 3 clusters Score -1.387321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -13873202.000000 Penalty: 5926.044922
	Iteration 39Q: 3 clusters Score -1.38732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 153390 members 
Entering Unmasked Estep 
Score: -13873201.000000 Penalty: 5926.044922
	Iteration 40F: 3 clusters Score -1.38732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -13873208.000000 Penalty: 5926.044922
	Iteration 41Q: 3 clusters Score -1.387321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -13873204.000000 Penalty: 5926.044922
	Iteration 42Q: 3 clusters Score -1.38732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 153395 members 
Entering Unmasked Estep 
Score: -13873201.000000 Penalty: 5926.044922
	Iteration 43Q: 3 clusters Score -1.38732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -13873207.000000 Penalty: 5926.044922
	Iteration 44Q: 3 clusters Score -1.387321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -13873207.000000 Penalty: 5926.044922
	Iteration 45F: 3 clusters Score -1.387321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Entering Unmasked Estep 
Score: -2114175.500000 Penalty: 2513.144287
	Iteration 0F: 2 clusters Score -2114176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2096722.500000 Penalty: 5026.288574
	Iteration 0F: 3 clusters Score -2096722 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2103317.500000 Penalty: 5026.288574
	Iteration 1F: 3 clusters Score -2103318 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2104480.000000 Penalty: 5026.288574
	Iteration 2F: 3 clusters Score -2104480 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2105831.500000 Penalty: 5026.288574
	Iteration 3F: 3 clusters Score -2105832 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2107371.000000 Penalty: 5026.288574
	Iteration 4F: 3 clusters Score -2107371 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2109261.750000 Penalty: 5026.288574
	Iteration 5F: 3 clusters Score -2109262 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2111058.250000 Penalty: 5026.288574
	Iteration 6F: 3 clusters Score -2111058 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2112462.000000 Penalty: 5026.288574
	Iteration 7F: 3 clusters Score -2112462 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2113334.750000 Penalty: 5026.288574
	Iteration 8Q: 3 clusters Score -2113335 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2113806.750000 Penalty: 5026.288574
	Iteration 9Q: 3 clusters Score -2113807 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2114129.250000 Penalty: 5026.288574
	Iteration 10Q: 3 clusters Score -2114129 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2114332.500000 Penalty: 5026.288574
	Iteration 11Q: 3 clusters Score -2114332 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2114491.000000 Penalty: 5026.288574
	Iteration 12Q: 3 clusters Score -2114491 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2114601.500000 Penalty: 5026.288574
	Iteration 13Q: 3 clusters Score -2114602 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2114667.250000 Penalty: 5026.288574
	Iteration 14Q: 3 clusters Score -2114667 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2114739.000000 Penalty: 5026.288574
	Iteration 15Q: 3 clusters Score -2114739 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2114781.500000 Penalty: 5026.288574
	Iteration 16Q: 3 clusters Score -2114782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2114818.000000 Penalty: 5026.288574
	Iteration 17Q: 3 clusters Score -2114818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2114843.250000 Penalty: 5026.288574
	Iteration 18Q: 3 clusters Score -2114843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2114868.500000 Penalty: 5026.288574
	Iteration 19Q: 3 clusters Score -2114868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2114888.250000 Penalty: 5026.288574
	Iteration 20F: 3 clusters Score -2114888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2114904.500000 Penalty: 5026.288574
	Iteration 21Q: 3 clusters Score -2114904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2114910.250000 Penalty: 5026.288574
	Iteration 22Q: 3 clusters Score -2114910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2114921.500000 Penalty: 5026.288574
	Iteration 23Q: 3 clusters Score -2114922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2114939.000000 Penalty: 5026.288574
	Iteration 24Q: 3 clusters Score -2114939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2114963.250000 Penalty: 5026.288574
	Iteration 25Q: 3 clusters Score -2114963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2114973.500000 Penalty: 5026.288574
	Iteration 26Q: 3 clusters Score -2114974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2114988.250000 Penalty: 5026.288574
	Iteration 27Q: 3 clusters Score -2114988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2114996.750000 Penalty: 5026.288574
	Iteration 28Q: 3 clusters Score -2114997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2115000.000000 Penalty: 5026.288574
	Iteration 29Q: 3 clusters Score -2115000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2115017.000000 Penalty: 5026.288574
	Iteration 30Q: 3 clusters Score -2115017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2115030.000000 Penalty: 5026.288574
	Iteration 31Q: 3 clusters Score -2115030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2115035.250000 Penalty: 5026.288574
	Iteration 32Q: 3 clusters Score -2115035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2115039.250000 Penalty: 5026.288574
	Iteration 33Q: 3 clusters Score -2115039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2115040.750000 Penalty: 5026.288574
	Iteration 34Q: 3 clusters Score -2115041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2115043.000000 Penalty: 5026.288574
	Iteration 35Q: 3 clusters Score -2115043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2115043.250000 Penalty: 5026.288574
	Iteration 36Q: 3 clusters Score -2115043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2115043.750000 Penalty: 5026.288574
	Iteration 37Q: 3 clusters Score -2115044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2115043.750000 Penalty: 5026.288574
	Iteration 38F: 3 clusters Score -2115044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 24102 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 23607 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1074 members 
Entering Unmasked Estep 
Score: -146482592.000000 Penalty: 103200.492188
Splitting cluster 20 changes total score from -146477392.000000 to -146482592.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (25307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Entering Unmasked Estep 
Score: -2214585.250000 Penalty: 2514.431396
	Iteration 0F: 2 clusters Score -2214585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2197066.250000 Penalty: 5028.862793
	Iteration 0F: 3 clusters Score -2197066 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2203151.250000 Penalty: 5028.862793
	Iteration 1F: 3 clusters Score -2203151 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2203564.750000 Penalty: 5028.862793
	Iteration 2Q: 3 clusters Score -2203565 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2203950.500000 Penalty: 5028.862793
	Iteration 3Q: 3 clusters Score -2203950 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2204365.250000 Penalty: 5028.862793
	Iteration 4Q: 3 clusters Score -2204365 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2204848.500000 Penalty: 5028.862793
	Iteration 5Q: 3 clusters Score -2204848 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2205417.750000 Penalty: 5028.862793
	Iteration 6Q: 3 clusters Score -2205418 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2206131.250000 Penalty: 5028.862793
	Iteration 7F: 3 clusters Score -2206131 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2206951.500000 Penalty: 5028.862793
	Iteration 8F: 3 clusters Score -2206952 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2207890.500000 Penalty: 5028.862793
	Iteration 9F: 3 clusters Score -2207890 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2208823.000000 Penalty: 5028.862793
	Iteration 10F: 3 clusters Score -2208823 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2209637.750000 Penalty: 5028.862793
	Iteration 11Q: 3 clusters Score -2209638 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2210335.750000 Penalty: 5028.862793
	Iteration 12Q: 3 clusters Score -2210336 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2210902.750000 Penalty: 5028.862793
	Iteration 13Q: 3 clusters Score -2210903 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2211342.000000 Penalty: 5028.862793
	Iteration 14Q: 3 clusters Score -2211342 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2211629.250000 Penalty: 5028.862793
	Iteration 15Q: 3 clusters Score -2211629 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2211826.500000 Penalty: 5028.862793
	Iteration 16Q: 3 clusters Score -2211826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2211982.000000 Penalty: 5028.862793
	Iteration 17Q: 3 clusters Score -2211982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2212097.000000 Penalty: 5028.862793
	Iteration 18Q: 3 clusters Score -2212097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2212174.250000 Penalty: 5028.862793
	Iteration 19Q: 3 clusters Score -2212174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2212228.250000 Penalty: 5028.862793
	Iteration 20F: 3 clusters Score -2212228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -2212281.000000 Penalty: 5028.862793
	Iteration 21Q: 3 clusters Score -2212281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2212322.500000 Penalty: 5028.862793
	Iteration 22Q: 3 clusters Score -2212322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -2212354.750000 Penalty: 5028.862793
	Iteration 23Q: 3 clusters Score -2212355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2212368.500000 Penalty: 5028.862793
	Iteration 24Q: 3 clusters Score -2212368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2212384.250000 Penalty: 5028.862793
	Iteration 25Q: 3 clusters Score -2212384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2212397.000000 Penalty: 5028.862793
	Iteration 26Q: 3 clusters Score -2212397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -2212402.000000 Penalty: 5028.862793
	Iteration 27Q: 3 clusters Score -2212402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2212412.250000 Penalty: 5028.862793
	Iteration 28Q: 3 clusters Score -2212412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2212416.750000 Penalty: 5028.862793
	Iteration 29Q: 3 clusters Score -2212417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2212420.500000 Penalty: 5028.862793
	Iteration 30Q: 3 clusters Score -2212420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2212422.500000 Penalty: 5028.862793
	Iteration 31Q: 3 clusters Score -2212422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2212428.500000 Penalty: 5028.862793
	Iteration 32Q: 3 clusters Score -2212428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2212433.250000 Penalty: 5028.862793
	Iteration 33Q: 3 clusters Score -2212433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2212433.500000 Penalty: 5028.862793
	Iteration 34Q: 3 clusters Score -2212434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2212434.500000 Penalty: 5028.862793
	Iteration 35Q: 3 clusters Score -2212434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2212434.500000 Penalty: 5028.862793
	Iteration 36F: 3 clusters Score -2212434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Entering Unmasked Estep 
Score: -1317317.125000 Penalty: 2419.797363
	Iteration 0F: 2 clusters Score -1317317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1305091.000000 Penalty: 4839.594727
	Iteration 0F: 3 clusters Score -1305091 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1309725.375000 Penalty: 4839.594727
	Iteration 1F: 3 clusters Score -1309725 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1311189.375000 Penalty: 4839.594727
	Iteration 2F: 3 clusters Score -1311189 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1313147.250000 Penalty: 4839.594727
	Iteration 3F: 3 clusters Score -1313147 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1315086.375000 Penalty: 4839.594727
	Iteration 4F: 3 clusters Score -1315086 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1316703.750000 Penalty: 4839.594727
	Iteration 5F: 3 clusters Score -1316704 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1317881.000000 Penalty: 4839.594727
	Iteration 6F: 3 clusters Score -1317881 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1318591.625000 Penalty: 4839.594727
	Iteration 7Q: 3 clusters Score -1318592 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1319054.000000 Penalty: 4839.594727
	Iteration 8Q: 3 clusters Score -1319054 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1319345.625000 Penalty: 4839.594727
	Iteration 9Q: 3 clusters Score -1319346 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1319516.250000 Penalty: 4839.594727
	Iteration 10Q: 3 clusters Score -1319516 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1319642.000000 Penalty: 4839.594727
	Iteration 11Q: 3 clusters Score -1319642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1319721.625000 Penalty: 4839.594727
	Iteration 12Q: 3 clusters Score -1319722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1319769.125000 Penalty: 4839.594727
	Iteration 13Q: 3 clusters Score -1319769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1319804.750000 Penalty: 4839.594727
	Iteration 14Q: 3 clusters Score -1319805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1319826.500000 Penalty: 4839.594727
	Iteration 15Q: 3 clusters Score -1319826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1319846.125000 Penalty: 4839.594727
	Iteration 16Q: 3 clusters Score -1319846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1319850.625000 Penalty: 4839.594727
	Iteration 17Q: 3 clusters Score -1319851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1319855.875000 Penalty: 4839.594727
	Iteration 18Q: 3 clusters Score -1319856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1319863.750000 Penalty: 4839.594727
	Iteration 19Q: 3 clusters Score -1319864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1319861.625000 Penalty: 4839.594727
	Iteration 20F: 3 clusters Score -1319862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1319864.250000 Penalty: 4839.594727
	Iteration 21Q: 3 clusters Score -1319864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1319868.750000 Penalty: 4839.594727
	Iteration 22Q: 3 clusters Score -1319869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1319865.875000 Penalty: 4839.594727
	Iteration 23Q: 3 clusters Score -1319866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1319871.250000 Penalty: 4839.594727
	Iteration 24Q: 3 clusters Score -1319871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1319871.875000 Penalty: 4839.594727
	Iteration 25Q: 3 clusters Score -1319872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1319874.375000 Penalty: 4839.594727
	Iteration 26Q: 3 clusters Score -1319874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1319875.875000 Penalty: 4839.594727
	Iteration 27Q: 3 clusters Score -1319876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1319875.875000 Penalty: 4839.594727
	Iteration 28F: 3 clusters Score -1319876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 24102 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 14291 members 
Mstep: Class 23 contains 23607 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1074 members 
Mstep: Class 30 contains 2988 members 
Entering Unmasked Estep 
Score: -146485216.000000 Penalty: 106759.125000
Splitting cluster 22 changes total score from -146477392.000000 to -146485216.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (23607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Entering Unmasked Estep 
Score: -1988958.875000 Penalty: 2497.186035
	Iteration 0F: 2 clusters Score -1988959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1972552.125000 Penalty: 4994.372070
	Iteration 0F: 3 clusters Score -1972552 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1978532.625000 Penalty: 4994.372070
	Iteration 1F: 3 clusters Score -1978533 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1979342.500000 Penalty: 4994.372070
	Iteration 2F: 3 clusters Score -1979342 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1980252.375000 Penalty: 4994.372070
	Iteration 3F: 3 clusters Score -1980252 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1981296.500000 Penalty: 4994.372070
	Iteration 4F: 3 clusters Score -1981296 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1982528.125000 Penalty: 4994.372070
	Iteration 5F: 3 clusters Score -1982528 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1983857.875000 Penalty: 4994.372070
	Iteration 6F: 3 clusters Score -1983858 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1985030.500000 Penalty: 4994.372070
	Iteration 7F: 3 clusters Score -1985030 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1986095.625000 Penalty: 4994.372070
	Iteration 8F: 3 clusters Score -1986096 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1986989.875000 Penalty: 4994.372070
	Iteration 9Q: 3 clusters Score -1986990 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1987739.750000 Penalty: 4994.372070
	Iteration 10Q: 3 clusters Score -1987740 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1988194.500000 Penalty: 4994.372070
	Iteration 11Q: 3 clusters Score -1988194 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1988468.625000 Penalty: 4994.372070
	Iteration 12Q: 3 clusters Score -1988469 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1988630.750000 Penalty: 4994.372070
	Iteration 13Q: 3 clusters Score -1988631 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1988725.125000 Penalty: 4994.372070
	Iteration 14Q: 3 clusters Score -1988725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1988787.375000 Penalty: 4994.372070
	Iteration 15Q: 3 clusters Score -1988787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1988832.500000 Penalty: 4994.372070
	Iteration 16Q: 3 clusters Score -1988832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1988881.250000 Penalty: 4994.372070
	Iteration 17Q: 3 clusters Score -1988881 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1988907.375000 Penalty: 4994.372070
	Iteration 18Q: 3 clusters Score -1988907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1988926.250000 Penalty: 4994.372070
	Iteration 19Q: 3 clusters Score -1988926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1988954.750000 Penalty: 4994.372070
	Iteration 20F: 3 clusters Score -1988955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1988978.625000 Penalty: 4994.372070
	Iteration 21Q: 3 clusters Score -1988979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1989014.750000 Penalty: 4994.372070
	Iteration 22Q: 3 clusters Score -1989015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1989038.250000 Penalty: 4994.372070
	Iteration 23Q: 3 clusters Score -1989038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1989062.750000 Penalty: 4994.372070
	Iteration 24Q: 3 clusters Score -1989063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1989081.000000 Penalty: 4994.372070
	Iteration 25Q: 3 clusters Score -1989081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1989094.875000 Penalty: 4994.372070
	Iteration 26Q: 3 clusters Score -1989095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1989104.875000 Penalty: 4994.372070
	Iteration 27Q: 3 clusters Score -1989105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1989113.125000 Penalty: 4994.372070
	Iteration 28Q: 3 clusters Score -1989113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1989114.625000 Penalty: 4994.372070
	Iteration 29Q: 3 clusters Score -1989115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1989119.000000 Penalty: 4994.372070
	Iteration 30Q: 3 clusters Score -1989119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1989117.750000 Penalty: 4994.372070
	Iteration 31Q: 3 clusters Score -1989118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1989118.625000 Penalty: 4994.372070
	Iteration 32Q: 3 clusters Score -1989119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1989117.875000 Penalty: 4994.372070
	Iteration 33Q: 3 clusters Score -1989118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1989116.125000 Penalty: 4994.372070
	Iteration 34Q: 3 clusters Score -1989116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1989118.750000 Penalty: 4994.372070
	Iteration 35Q: 3 clusters Score -1989119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1989120.500000 Penalty: 4994.372070
	Iteration 36Q: 3 clusters Score -1989120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1989119.375000 Penalty: 4994.372070
	Iteration 37Q: 3 clusters Score -1989119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1989119.375000 Penalty: 4994.372070
	Iteration 38Q: 3 clusters Score -1989119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1989119.375000 Penalty: 4994.372070
	Iteration 39F: 3 clusters Score -1989119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 24102 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 14291 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1074 members 
Mstep: Class 30 contains 2988 members 
Mstep: Class 31 contains 16664 members 
Entering Unmasked Estep 
Score: -146484016.000000 Penalty: 110317.765625
Splitting cluster 23 changes total score from -146477392.000000 to -146484016.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (420374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420374 members 
Entering Unmasked Estep 
Score: -37110220.000000 Penalty: 3211.327148
	Iteration 0F: 2 clusters Score -3.711022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210324 members 
Mstep: Class 2 contains 210050 members 
Entering Unmasked Estep 
Score: -36834844.000000 Penalty: 6422.654297
	Iteration 0F: 3 clusters Score -3.683484e+07 nChanged 204372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216472 members 
Mstep: Class 2 contains 203902 members 
Entering Unmasked Estep 
Score: -36956400.000000 Penalty: 6422.654297
	Iteration 1F: 3 clusters Score -3.69564e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219889 members 
Mstep: Class 2 contains 200485 members 
Entering Unmasked Estep 
Score: -36958232.000000 Penalty: 6422.654297
	Iteration 2Q: 3 clusters Score -3.695823e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225392 members 
Mstep: Class 2 contains 194982 members 
Entering Unmasked Estep 
Score: -36960488.000000 Penalty: 6422.654297
	Iteration 3Q: 3 clusters Score -3.696049e+07 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234114 members 
Mstep: Class 2 contains 186260 members 
Entering Unmasked Estep 
Score: -36964392.000000 Penalty: 6422.654297
	Iteration 4Q: 3 clusters Score -3.696439e+07 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247364 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -36970928.000000 Penalty: 6422.654297
	Iteration 5Q: 3 clusters Score -3.697093e+07 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266751 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -36981860.000000 Penalty: 6422.654297
	Iteration 6F: 3 clusters Score -3.698186e+07 nChanged 28612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293499 members 
Mstep: Class 2 contains 126875 members 
Entering Unmasked Estep 
Score: -36999972.000000 Penalty: 6422.654297
	Iteration 7F: 3 clusters Score -3.699997e+07 nChanged 33377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326068 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -37026424.000000 Penalty: 6422.654297
	Iteration 8F: 3 clusters Score -3.702642e+07 nChanged 34181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359991 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -37055312.000000 Penalty: 6422.654297
	Iteration 9F: 3 clusters Score -3.705531e+07 nChanged 27842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387801 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -37079364.000000 Penalty: 6422.654297
	Iteration 10F: 3 clusters Score -3.707936e+07 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405862 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -37094812.000000 Penalty: 6422.654297
	Iteration 11Q: 3 clusters Score -3.709481e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414873 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -37103364.000000 Penalty: 6422.654297
	Iteration 12Q: 3 clusters Score -3.710336e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418285 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -37106268.000000 Penalty: 6422.654297
	Iteration 13Q: 3 clusters Score -3.710627e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419304 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -37107124.000000 Penalty: 6422.654297
	Iteration 14Q: 3 clusters Score -3.710712e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419582 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -37107400.000000 Penalty: 6422.654297
	Iteration 15Q: 3 clusters Score -3.71074e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419672 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -37107556.000000 Penalty: 6422.654297
	Iteration 16Q: 3 clusters Score -3.710756e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419704 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -37107656.000000 Penalty: 6422.654297
	Iteration 17Q: 3 clusters Score -3.710766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419721 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -37107776.000000 Penalty: 6422.654297
	Iteration 18Q: 3 clusters Score -3.710778e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419723 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -37107816.000000 Penalty: 6422.654297
	Iteration 19Q: 3 clusters Score -3.710782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419706 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37107940.000000 Penalty: 6422.654297
	Iteration 20F: 3 clusters Score -3.710794e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419683 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37108008.000000 Penalty: 6422.654297
	Iteration 21Q: 3 clusters Score -3.710801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419661 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -37108096.000000 Penalty: 6422.654297
	Iteration 22Q: 3 clusters Score -3.71081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419653 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -37108116.000000 Penalty: 6422.654297
	Iteration 23Q: 3 clusters Score -3.710812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419643 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -37108172.000000 Penalty: 6422.654297
	Iteration 24Q: 3 clusters Score -3.710817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419616 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -37108172.000000 Penalty: 6422.654297
	Iteration 25Q: 3 clusters Score -3.710817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419589 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -37108236.000000 Penalty: 6422.654297
	Iteration 26Q: 3 clusters Score -3.710824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419575 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -37108244.000000 Penalty: 6422.654297
	Iteration 27Q: 3 clusters Score -3.710824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419558 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -37108264.000000 Penalty: 6422.654297
	Iteration 28Q: 3 clusters Score -3.710826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419542 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -37108244.000000 Penalty: 6422.654297
	Iteration 29Q: 3 clusters Score -3.710824e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419526 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -37108304.000000 Penalty: 6422.654297
	Iteration 30Q: 3 clusters Score -3.71083e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419501 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -37108328.000000 Penalty: 6422.654297
	Iteration 31Q: 3 clusters Score -3.710833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419479 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -37108404.000000 Penalty: 6422.654297
	Iteration 32Q: 3 clusters Score -3.71084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419449 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -37108408.000000 Penalty: 6422.654297
	Iteration 33Q: 3 clusters Score -3.710841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419434 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -37108416.000000 Penalty: 6422.654297
	Iteration 34Q: 3 clusters Score -3.710842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419419 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -37108444.000000 Penalty: 6422.654297
	Iteration 35Q: 3 clusters Score -3.710844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419403 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -37108464.000000 Penalty: 6422.654297
	Iteration 36Q: 3 clusters Score -3.710846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419393 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -37108500.000000 Penalty: 6422.654297
	Iteration 37Q: 3 clusters Score -3.71085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419381 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -37108520.000000 Penalty: 6422.654297
	Iteration 38Q: 3 clusters Score -3.710852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419355 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -37108512.000000 Penalty: 6422.654297
	Iteration 39Q: 3 clusters Score -3.710851e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419324 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -37108540.000000 Penalty: 6422.654297
	Iteration 40F: 3 clusters Score -3.710854e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419293 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -37108580.000000 Penalty: 6422.654297
	Iteration 41Q: 3 clusters Score -3.710858e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419264 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -37108580.000000 Penalty: 6422.654297
	Iteration 42Q: 3 clusters Score -3.710858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419241 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -37108612.000000 Penalty: 6422.654297
	Iteration 43Q: 3 clusters Score -3.710861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419224 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -37108696.000000 Penalty: 6422.654297
	Iteration 44Q: 3 clusters Score -3.71087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419219 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -37108700.000000 Penalty: 6422.654297
	Iteration 45Q: 3 clusters Score -3.71087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419202 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -37108764.000000 Penalty: 6422.654297
	Iteration 46Q: 3 clusters Score -3.710876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419187 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -37108804.000000 Penalty: 6422.654297
	Iteration 47Q: 3 clusters Score -3.71088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419163 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -37108836.000000 Penalty: 6422.654297
	Iteration 48Q: 3 clusters Score -3.710884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419139 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -37108888.000000 Penalty: 6422.654297
	Iteration 49Q: 3 clusters Score -3.710889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419107 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -37108936.000000 Penalty: 6422.654297
	Iteration 50Q: 3 clusters Score -3.710894e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419065 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -37108944.000000 Penalty: 6422.654297
	Iteration 51Q: 3 clusters Score -3.710894e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419031 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -37108964.000000 Penalty: 6422.654297
	Iteration 52Q: 3 clusters Score -3.710896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418998 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -37108972.000000 Penalty: 6422.654297
	Iteration 53Q: 3 clusters Score -3.710897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418974 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -37108972.000000 Penalty: 6422.654297
	Iteration 54Q: 3 clusters Score -3.710897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418950 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -37109000.000000 Penalty: 6422.654297
	Iteration 55Q: 3 clusters Score -3.7109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418924 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -37109044.000000 Penalty: 6422.654297
	Iteration 56Q: 3 clusters Score -3.710904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418908 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -37109068.000000 Penalty: 6422.654297
	Iteration 57Q: 3 clusters Score -3.710907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418887 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -37109080.000000 Penalty: 6422.654297
	Iteration 58Q: 3 clusters Score -3.710908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418865 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -37109104.000000 Penalty: 6422.654297
	Iteration 59Q: 3 clusters Score -3.71091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418850 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -37109128.000000 Penalty: 6422.654297
	Iteration 60F: 3 clusters Score -3.710913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418831 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -37109152.000000 Penalty: 6422.654297
	Iteration 61Q: 3 clusters Score -3.710915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418813 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -37109180.000000 Penalty: 6422.654297
	Iteration 62Q: 3 clusters Score -3.710918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418797 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -37109180.000000 Penalty: 6422.654297
	Iteration 63Q: 3 clusters Score -3.710918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418780 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -37109152.000000 Penalty: 6422.654297
	Iteration 64Q: 3 clusters Score -3.710915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418768 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -37109200.000000 Penalty: 6422.654297
	Iteration 65Q: 3 clusters Score -3.71092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418762 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -37109180.000000 Penalty: 6422.654297
	Iteration 66Q: 3 clusters Score -3.710918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418755 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -37109184.000000 Penalty: 6422.654297
	Iteration 67Q: 3 clusters Score -3.710918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418747 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -37109168.000000 Penalty: 6422.654297
	Iteration 68Q: 3 clusters Score -3.710917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418742 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -37109200.000000 Penalty: 6422.654297
	Iteration 69Q: 3 clusters Score -3.71092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418733 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -37109236.000000 Penalty: 6422.654297
	Iteration 70Q: 3 clusters Score -3.710924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418717 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -37109240.000000 Penalty: 6422.654297
	Iteration 71Q: 3 clusters Score -3.710924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418702 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -37109228.000000 Penalty: 6422.654297
	Iteration 72Q: 3 clusters Score -3.710923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418686 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -37109240.000000 Penalty: 6422.654297
	Iteration 73Q: 3 clusters Score -3.710924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418675 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -37109216.000000 Penalty: 6422.654297
	Iteration 74Q: 3 clusters Score -3.710922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418664 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -37109228.000000 Penalty: 6422.654297
	Iteration 75Q: 3 clusters Score -3.710923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418650 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -37109284.000000 Penalty: 6422.654297
	Iteration 76Q: 3 clusters Score -3.710928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418642 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -37109264.000000 Penalty: 6422.654297
	Iteration 77Q: 3 clusters Score -3.710926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418640 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -37109296.000000 Penalty: 6422.654297
	Iteration 78Q: 3 clusters Score -3.71093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418632 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -37109328.000000 Penalty: 6422.654297
	Iteration 79Q: 3 clusters Score -3.710933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418627 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -37109324.000000 Penalty: 6422.654297
	Iteration 80F: 3 clusters Score -3.710932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418626 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -37109332.000000 Penalty: 6422.654297
	Iteration 81Q: 3 clusters Score -3.710933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418624 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -37109328.000000 Penalty: 6422.654297
	Iteration 82Q: 3 clusters Score -3.710933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418623 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -37109324.000000 Penalty: 6422.654297
	Iteration 83Q: 3 clusters Score -3.710932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418623 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -37109324.000000 Penalty: 6422.654297
	Iteration 84F: 3 clusters Score -3.710932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22414.962891 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22414.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21130.810547 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21130.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21223.070312 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21223.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21258.548828 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21258.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21293.117188 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21293.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21323.009766 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21323.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21338.222656 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21338.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21339.994141 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -21339.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21342.185547 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -21342.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21342.185547 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -21342.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -1604522.000000 Penalty: 2442.114258
	Iteration 0F: 2 clusters Score -1604522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1591082.625000 Penalty: 4884.228516
	Iteration 0F: 3 clusters Score -1591083 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1595793.250000 Penalty: 4884.228516
	Iteration 1F: 3 clusters Score -1595793 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1596553.000000 Penalty: 4884.228516
	Iteration 2F: 3 clusters Score -1596553 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1597298.500000 Penalty: 4884.228516
	Iteration 3F: 3 clusters Score -1597298 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1598118.750000 Penalty: 4884.228516
	Iteration 4F: 3 clusters Score -1598119 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1598938.375000 Penalty: 4884.228516
	Iteration 5F: 3 clusters Score -1598938 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1599662.500000 Penalty: 4884.228516
	Iteration 6F: 3 clusters Score -1599662 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1600297.875000 Penalty: 4884.228516
	Iteration 7F: 3 clusters Score -1600298 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1600864.000000 Penalty: 4884.228516
	Iteration 8Q: 3 clusters Score -1600864 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1601321.500000 Penalty: 4884.228516
	Iteration 9Q: 3 clusters Score -1601322 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1601679.125000 Penalty: 4884.228516
	Iteration 10Q: 3 clusters Score -1601679 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1601926.125000 Penalty: 4884.228516
	Iteration 11Q: 3 clusters Score -1601926 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1602111.500000 Penalty: 4884.228516
	Iteration 12Q: 3 clusters Score -1602112 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1602225.500000 Penalty: 4884.228516
	Iteration 13Q: 3 clusters Score -1602226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1602325.875000 Penalty: 4884.228516
	Iteration 14Q: 3 clusters Score -1602326 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1602397.375000 Penalty: 4884.228516
	Iteration 15Q: 3 clusters Score -1602397 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1602485.375000 Penalty: 4884.228516
	Iteration 16Q: 3 clusters Score -1602485 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1602558.250000 Penalty: 4884.228516
	Iteration 17Q: 3 clusters Score -1602558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1602622.500000 Penalty: 4884.228516
	Iteration 18Q: 3 clusters Score -1602622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1602671.500000 Penalty: 4884.228516
	Iteration 19Q: 3 clusters Score -1602672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1602735.375000 Penalty: 4884.228516
	Iteration 20F: 3 clusters Score -1602735 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1602775.625000 Penalty: 4884.228516
	Iteration 21Q: 3 clusters Score -1602776 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1602818.000000 Penalty: 4884.228516
	Iteration 22Q: 3 clusters Score -1602818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1602876.750000 Penalty: 4884.228516
	Iteration 23Q: 3 clusters Score -1602877 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1602919.125000 Penalty: 4884.228516
	Iteration 24Q: 3 clusters Score -1602919 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1602984.750000 Penalty: 4884.228516
	Iteration 25Q: 3 clusters Score -1602985 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1603038.500000 Penalty: 4884.228516
	Iteration 26Q: 3 clusters Score -1603038 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1603090.500000 Penalty: 4884.228516
	Iteration 27Q: 3 clusters Score -1603090 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1603128.750000 Penalty: 4884.228516
	Iteration 28Q: 3 clusters Score -1603129 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1603166.500000 Penalty: 4884.228516
	Iteration 29Q: 3 clusters Score -1603166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1603199.000000 Penalty: 4884.228516
	Iteration 30Q: 3 clusters Score -1603199 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1603222.125000 Penalty: 4884.228516
	Iteration 31Q: 3 clusters Score -1603222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1603248.000000 Penalty: 4884.228516
	Iteration 32Q: 3 clusters Score -1603248 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1603274.375000 Penalty: 4884.228516
	Iteration 33Q: 3 clusters Score -1603274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1603295.750000 Penalty: 4884.228516
	Iteration 34Q: 3 clusters Score -1603296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1603307.750000 Penalty: 4884.228516
	Iteration 35Q: 3 clusters Score -1603308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1603334.375000 Penalty: 4884.228516
	Iteration 36Q: 3 clusters Score -1603334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1603346.125000 Penalty: 4884.228516
	Iteration 37Q: 3 clusters Score -1603346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1603364.250000 Penalty: 4884.228516
	Iteration 38Q: 3 clusters Score -1603364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1603362.500000 Penalty: 4884.228516
	Iteration 39Q: 3 clusters Score -1603362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1603373.000000 Penalty: 4884.228516
	Iteration 40F: 3 clusters Score -1603373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1603377.375000 Penalty: 4884.228516
	Iteration 41Q: 3 clusters Score -1603377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1603375.500000 Penalty: 4884.228516
	Iteration 42Q: 3 clusters Score -1603376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1603387.875000 Penalty: 4884.228516
	Iteration 43Q: 3 clusters Score -1603388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1603389.750000 Penalty: 4884.228516
	Iteration 44Q: 3 clusters Score -1603390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1603392.875000 Penalty: 4884.228516
	Iteration 45Q: 3 clusters Score -1603393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1603399.500000 Penalty: 4884.228516
	Iteration 46Q: 3 clusters Score -1603400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1603400.125000 Penalty: 4884.228516
	Iteration 47Q: 3 clusters Score -1603400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1603403.875000 Penalty: 4884.228516
	Iteration 48Q: 3 clusters Score -1603404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1603401.375000 Penalty: 4884.228516
	Iteration 49Q: 3 clusters Score -1603401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1603406.250000 Penalty: 4884.228516
	Iteration 50Q: 3 clusters Score -1603406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1603408.000000 Penalty: 4884.228516
	Iteration 51Q: 3 clusters Score -1603408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1603407.125000 Penalty: 4884.228516
	Iteration 52Q: 3 clusters Score -1603407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1603412.250000 Penalty: 4884.228516
	Iteration 53Q: 3 clusters Score -1603412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1603408.750000 Penalty: 4884.228516
	Iteration 54Q: 3 clusters Score -1603409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1603413.750000 Penalty: 4884.228516
	Iteration 55Q: 3 clusters Score -1603414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1603415.000000 Penalty: 4884.228516
	Iteration 56Q: 3 clusters Score -1603415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1603418.125000 Penalty: 4884.228516
	Iteration 57Q: 3 clusters Score -1603418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1603418.000000 Penalty: 4884.228516
	Iteration 58Q: 3 clusters Score -1603418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1603417.375000 Penalty: 4884.228516
	Iteration 59Q: 3 clusters Score -1603417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1603420.875000 Penalty: 4884.228516
	Iteration 60F: 3 clusters Score -1603421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1603423.875000 Penalty: 4884.228516
	Iteration 61Q: 3 clusters Score -1603424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1603424.125000 Penalty: 4884.228516
	Iteration 62Q: 3 clusters Score -1603424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1603423.625000 Penalty: 4884.228516
	Iteration 63Q: 3 clusters Score -1603424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1603428.625000 Penalty: 4884.228516
	Iteration 64Q: 3 clusters Score -1603429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1603427.875000 Penalty: 4884.228516
	Iteration 65Q: 3 clusters Score -1603428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1603426.375000 Penalty: 4884.228516
	Iteration 66Q: 3 clusters Score -1603426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1603424.375000 Penalty: 4884.228516
	Iteration 67Q: 3 clusters Score -1603424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1603424.750000 Penalty: 4884.228516
	Iteration 68Q: 3 clusters Score -1603425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1603426.625000 Penalty: 4884.228516
	Iteration 69Q: 3 clusters Score -1603427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1603426.375000 Penalty: 4884.228516
	Iteration 70Q: 3 clusters Score -1603426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1603426.250000 Penalty: 4884.228516
	Iteration 71Q: 3 clusters Score -1603426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1603427.000000 Penalty: 4884.228516
	Iteration 72Q: 3 clusters Score -1603427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1603427.500000 Penalty: 4884.228516
	Iteration 73Q: 3 clusters Score -1603428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1603428.500000 Penalty: 4884.228516
	Iteration 74Q: 3 clusters Score -1603428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1603433.375000 Penalty: 4884.228516
	Iteration 75Q: 3 clusters Score -1603433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1603431.750000 Penalty: 4884.228516
	Iteration 76Q: 3 clusters Score -1603432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1603431.125000 Penalty: 4884.228516
	Iteration 77Q: 3 clusters Score -1603431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1603433.750000 Penalty: 4884.228516
	Iteration 78Q: 3 clusters Score -1603434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1603435.625000 Penalty: 4884.228516
	Iteration 79Q: 3 clusters Score -1603436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1603432.375000 Penalty: 4884.228516
	Iteration 80F: 3 clusters Score -1603432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1603432.500000 Penalty: 4884.228516
	Iteration 81Q: 3 clusters Score -1603432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1603434.375000 Penalty: 4884.228516
	Iteration 82Q: 3 clusters Score -1603434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1603433.250000 Penalty: 4884.228516
	Iteration 83Q: 3 clusters Score -1603433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1603429.250000 Penalty: 4884.228516
	Iteration 84Q: 3 clusters Score -1603429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1603428.625000 Penalty: 4884.228516
	Iteration 85Q: 3 clusters Score -1603429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1603430.875000 Penalty: 4884.228516
	Iteration 86Q: 3 clusters Score -1603431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1603435.125000 Penalty: 4884.228516
	Iteration 87Q: 3 clusters Score -1603435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1603435.000000 Penalty: 4884.228516
	Iteration 88Q: 3 clusters Score -1603435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1603435.000000 Penalty: 4884.228516
	Iteration 89Q: 3 clusters Score -1603435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1603437.250000 Penalty: 4884.228516
	Iteration 90Q: 3 clusters Score -1603437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1603435.250000 Penalty: 4884.228516
	Iteration 91Q: 3 clusters Score -1603435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1603437.750000 Penalty: 4884.228516
	Iteration 92Q: 3 clusters Score -1603438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1603436.500000 Penalty: 4884.228516
	Iteration 93Q: 3 clusters Score -1603436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1603436.250000 Penalty: 4884.228516
	Iteration 94Q: 3 clusters Score -1603436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1603434.625000 Penalty: 4884.228516
	Iteration 95Q: 3 clusters Score -1603435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1603434.625000 Penalty: 4884.228516
	Iteration 96F: 3 clusters Score -1603435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (203736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203736 members 
Entering Unmasked Estep 
Score: -17878490.000000 Penalty: 3031.696045
	Iteration 0F: 2 clusters Score -1.787849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -17741870.000000 Penalty: 6063.392090
	Iteration 0F: 3 clusters Score -1.774187e+07 nChanged 97576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -17799502.000000 Penalty: 6063.392090
	Iteration 1F: 3 clusters Score -1.77995e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -17802078.000000 Penalty: 6063.392090
	Iteration 2Q: 3 clusters Score -1.780208e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -17806246.000000 Penalty: 6063.392090
	Iteration 3Q: 3 clusters Score -1.780625e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 137742 members 
Entering Unmasked Estep 
Score: -17814388.000000 Penalty: 6063.392090
	Iteration 4F: 3 clusters Score -1.781439e+07 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 154593 members 
Entering Unmasked Estep 
Score: -17827562.000000 Penalty: 6063.392090
	Iteration 5F: 3 clusters Score -1.782756e+07 nChanged 19038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 173601 members 
Entering Unmasked Estep 
Score: -17845324.000000 Penalty: 6063.392090
	Iteration 6F: 3 clusters Score -1.784532e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 189808 members 
Entering Unmasked Estep 
Score: -17861894.000000 Penalty: 6063.392090
	Iteration 7F: 3 clusters Score -1.786189e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 198981 members 
Entering Unmasked Estep 
Score: -17871366.000000 Penalty: 6063.392090
	Iteration 8Q: 3 clusters Score -1.787137e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 202349 members 
Entering Unmasked Estep 
Score: -17874594.000000 Penalty: 6063.392090
	Iteration 9Q: 3 clusters Score -1.787459e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 203178 members 
Entering Unmasked Estep 
Score: -17875442.000000 Penalty: 6063.392090
	Iteration 10Q: 3 clusters Score -1.787544e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 203373 members 
Entering Unmasked Estep 
Score: -17875650.000000 Penalty: 6063.392090
	Iteration 11Q: 3 clusters Score -1.787565e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203440 members 
Entering Unmasked Estep 
Score: -17875754.000000 Penalty: 6063.392090
	Iteration 12Q: 3 clusters Score -1.787575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203453 members 
Entering Unmasked Estep 
Score: -17875774.000000 Penalty: 6063.392090
	Iteration 13Q: 3 clusters Score -1.787577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 203455 members 
Entering Unmasked Estep 
Score: -17875800.000000 Penalty: 6063.392090
	Iteration 14Q: 3 clusters Score -1.78758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 203462 members 
Entering Unmasked Estep 
Score: -17875820.000000 Penalty: 6063.392090
	Iteration 15Q: 3 clusters Score -1.787582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203468 members 
Entering Unmasked Estep 
Score: -17875826.000000 Penalty: 6063.392090
	Iteration 16Q: 3 clusters Score -1.787583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203472 members 
Entering Unmasked Estep 
Score: -17875840.000000 Penalty: 6063.392090
	Iteration 17Q: 3 clusters Score -1.787584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203470 members 
Entering Unmasked Estep 
Score: -17875856.000000 Penalty: 6063.392090
	Iteration 18Q: 3 clusters Score -1.787586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203471 members 
Entering Unmasked Estep 
Score: -17875864.000000 Penalty: 6063.392090
	Iteration 19Q: 3 clusters Score -1.787586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203473 members 
Entering Unmasked Estep 
Score: -17875862.000000 Penalty: 6063.392090
	Iteration 20F: 3 clusters Score -1.787586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203472 members 
Entering Unmasked Estep 
Score: -17875870.000000 Penalty: 6063.392090
	Iteration 21Q: 3 clusters Score -1.787587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -17875880.000000 Penalty: 6063.392090
	Iteration 22Q: 3 clusters Score -1.787588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -17875900.000000 Penalty: 6063.392090
	Iteration 23Q: 3 clusters Score -1.78759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 203474 members 
Entering Unmasked Estep 
Score: -17875888.000000 Penalty: 6063.392090
	Iteration 24Q: 3 clusters Score -1.787589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203473 members 
Entering Unmasked Estep 
Score: -17875898.000000 Penalty: 6063.392090
	Iteration 25Q: 3 clusters Score -1.78759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -17875904.000000 Penalty: 6063.392090
	Iteration 26Q: 3 clusters Score -1.78759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203478 members 
Entering Unmasked Estep 
Score: -17875898.000000 Penalty: 6063.392090
	Iteration 27Q: 3 clusters Score -1.78759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 203480 members 
Entering Unmasked Estep 
Score: -17875902.000000 Penalty: 6063.392090
	Iteration 28Q: 3 clusters Score -1.78759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 203481 members 
Entering Unmasked Estep 
Score: -17875898.000000 Penalty: 6063.392090
	Iteration 29Q: 3 clusters Score -1.78759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 203483 members 
Entering Unmasked Estep 
Score: -17875902.000000 Penalty: 6063.392090
	Iteration 30Q: 3 clusters Score -1.78759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 203484 members 
Entering Unmasked Estep 
Score: -17875910.000000 Penalty: 6063.392090
	Iteration 31Q: 3 clusters Score -1.787591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 203485 members 
Entering Unmasked Estep 
Score: -17875908.000000 Penalty: 6063.392090
	Iteration 32Q: 3 clusters Score -1.787591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203486 members 
Entering Unmasked Estep 
Score: -17875904.000000 Penalty: 6063.392090
	Iteration 33Q: 3 clusters Score -1.78759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203487 members 
Entering Unmasked Estep 
Score: -17875910.000000 Penalty: 6063.392090
	Iteration 34Q: 3 clusters Score -1.787591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -17875902.000000 Penalty: 6063.392090
	Iteration 35Q: 3 clusters Score -1.78759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -17875902.000000 Penalty: 6063.392090
	Iteration 36F: 3 clusters Score -1.78759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 135456 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 28239 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 64522 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 67808 members 
Mstep: Class 19 contains 154457 members 
Mstep: Class 20 contains 24102 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 14291 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 420374 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 203736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146487776.000000 Penalty: 110317.765625
Iteration 79Q: 32 clusters Score -1.464878e+08 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10600 members 
Mstep: Class 3 contains 39320 members 
Mstep: Class 4 contains 14584 members 
Mstep: Class 5 contains 16173 members 
Mstep: Class 6 contains 42145 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 135323 members 
Mstep: Class 9 contains 81555 members 
Mstep: Class 10 contains 6818 members 
Mstep: Class 11 contains 212155 members 
Mstep: Class 12 contains 27857 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 64446 members 
Mstep: Class 15 contains 19917 members 
Mstep: Class 16 contains 24794 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 18 contains 67792 members 
Mstep: Class 19 contains 154447 members 
Mstep: Class 20 contains 24682 members 
Mstep: Class 21 contains 25377 members 
Mstep: Class 22 contains 15718 members 
Mstep: Class 23 contains 7092 members 
Mstep: Class 24 contains 419751 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 19081 members 
Mstep: Class 27 contains 203149 members 
Mstep: Class 28 contains 7106 members 
Mstep: Class 29 contains 1082 members 
Mstep: Class 30 contains 2845 members 
Mstep: Class 31 contains 16794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146491328.000000 Penalty: 110317.765625
Iteration 80F: 32 clusters Score -1.464913e+08 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 39059 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 16382 members 
Mstep: Class 6 contains 42051 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 135183 members 
Mstep: Class 9 contains 81969 members 
Mstep: Class 10 contains 6736 members 
Mstep: Class 11 contains 211890 members 
Mstep: Class 12 contains 27473 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 64385 members 
Mstep: Class 15 contains 19949 members 
Mstep: Class 16 contains 24782 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 67762 members 
Mstep: Class 19 contains 154400 members 
Mstep: Class 20 contains 25057 members 
Mstep: Class 21 contains 25198 members 
Mstep: Class 22 contains 16730 members 
Mstep: Class 23 contains 7190 members 
Mstep: Class 24 contains 419055 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 19063 members 
Mstep: Class 27 contains 202924 members 
Mstep: Class 28 contains 7245 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 16990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146493632.000000 Penalty: 110317.765625
Iteration 81Q: 32 clusters Score -1.464936e+08 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10130 members 
Mstep: Class 3 contains 38796 members 
Mstep: Class 4 contains 14556 members 
Mstep: Class 5 contains 16492 members 
Mstep: Class 6 contains 41947 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 135040 members 
Mstep: Class 9 contains 82411 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 211608 members 
Mstep: Class 12 contains 27191 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 64344 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 24769 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 67733 members 
Mstep: Class 19 contains 154352 members 
Mstep: Class 20 contains 25335 members 
Mstep: Class 21 contains 25071 members 
Mstep: Class 22 contains 17546 members 
Mstep: Class 23 contains 7299 members 
Mstep: Class 24 contains 418442 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 19015 members 
Mstep: Class 27 contains 202901 members 
Mstep: Class 28 contains 7327 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 17175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146494720.000000 Penalty: 110317.765625
Iteration 82Q: 32 clusters Score -1.464947e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 9870 members 
Mstep: Class 3 contains 38559 members 
Mstep: Class 4 contains 14541 members 
Mstep: Class 5 contains 16574 members 
Mstep: Class 6 contains 41856 members 
Mstep: Class 7 contains 26496 members 
Mstep: Class 8 contains 134944 members 
Mstep: Class 9 contains 82887 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 211362 members 
Mstep: Class 12 contains 26954 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 64317 members 
Mstep: Class 15 contains 20024 members 
Mstep: Class 16 contains 24753 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 67683 members 
Mstep: Class 19 contains 154317 members 
Mstep: Class 20 contains 25540 members 
Mstep: Class 21 contains 24981 members 
Mstep: Class 22 contains 18194 members 
Mstep: Class 23 contains 7414 members 
Mstep: Class 24 contains 417899 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 18926 members 
Mstep: Class 27 contains 202948 members 
Mstep: Class 28 contains 7385 members 
Mstep: Class 29 contains 1147 members 
Mstep: Class 30 contains 3506 members 
Mstep: Class 31 contains 17340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146496256.000000 Penalty: 110317.765625
Iteration 83Q: 32 clusters Score -1.464963e+08 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9608 members 
Mstep: Class 3 contains 38349 members 
Mstep: Class 4 contains 14531 members 
Mstep: Class 5 contains 16643 members 
Mstep: Class 6 contains 41791 members 
Mstep: Class 7 contains 26484 members 
Mstep: Class 8 contains 134888 members 
Mstep: Class 9 contains 83334 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 211141 members 
Mstep: Class 12 contains 26718 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 64270 members 
Mstep: Class 15 contains 20055 members 
Mstep: Class 16 contains 24740 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 67646 members 
Mstep: Class 19 contains 154299 members 
Mstep: Class 20 contains 25715 members 
Mstep: Class 21 contains 24917 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 417399 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18850 members 
Mstep: Class 27 contains 203002 members 
Mstep: Class 28 contains 7428 members 
Mstep: Class 29 contains 1159 members 
Mstep: Class 30 contains 3648 members 
Mstep: Class 31 contains 17496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146496864.000000 Penalty: 110317.765625
Iteration 84Q: 32 clusters Score -1.464969e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 9386 members 
Mstep: Class 3 contains 38133 members 
Mstep: Class 4 contains 14514 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 41720 members 
Mstep: Class 7 contains 26473 members 
Mstep: Class 8 contains 134835 members 
Mstep: Class 9 contains 83797 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 210955 members 
Mstep: Class 12 contains 26541 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 64211 members 
Mstep: Class 15 contains 20095 members 
Mstep: Class 16 contains 24718 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 67605 members 
Mstep: Class 19 contains 154274 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 24871 members 
Mstep: Class 22 contains 19182 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 416891 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18780 members 
Mstep: Class 27 contains 203134 members 
Mstep: Class 28 contains 7444 members 
Mstep: Class 29 contains 1170 members 
Mstep: Class 30 contains 3752 members 
Mstep: Class 31 contains 17652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146497184.000000 Penalty: 110317.765625
Iteration 85Q: 32 clusters Score -1.464972e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 37948 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 16764 members 
Mstep: Class 6 contains 41633 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 134779 members 
Mstep: Class 9 contains 84232 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 210798 members 
Mstep: Class 12 contains 26373 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 64187 members 
Mstep: Class 15 contains 20123 members 
Mstep: Class 16 contains 24693 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 67585 members 
Mstep: Class 19 contains 154246 members 
Mstep: Class 20 contains 25965 members 
Mstep: Class 21 contains 24798 members 
Mstep: Class 22 contains 19583 members 
Mstep: Class 23 contains 7715 members 
Mstep: Class 24 contains 416409 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 203311 members 
Mstep: Class 28 contains 7459 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 17779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146498240.000000 Penalty: 110317.765625
Iteration 86Q: 32 clusters Score -1.464982e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8948 members 
Mstep: Class 3 contains 37758 members 
Mstep: Class 4 contains 14467 members 
Mstep: Class 5 contains 16816 members 
Mstep: Class 6 contains 41557 members 
Mstep: Class 7 contains 26450 members 
Mstep: Class 8 contains 134724 members 
Mstep: Class 9 contains 84666 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 210658 members 
Mstep: Class 12 contains 26232 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 64157 members 
Mstep: Class 15 contains 20149 members 
Mstep: Class 16 contains 24671 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 67548 members 
Mstep: Class 19 contains 154221 members 
Mstep: Class 20 contains 26061 members 
Mstep: Class 21 contains 24730 members 
Mstep: Class 22 contains 19921 members 
Mstep: Class 23 contains 7808 members 
Mstep: Class 24 contains 415986 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18665 members 
Mstep: Class 27 contains 203494 members 
Mstep: Class 28 contains 7476 members 
Mstep: Class 29 contains 1200 members 
Mstep: Class 30 contains 3913 members 
Mstep: Class 31 contains 17914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146499216.000000 Penalty: 110317.765625
Iteration 87Q: 32 clusters Score -1.464992e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 8757 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 14446 members 
Mstep: Class 5 contains 16871 members 
Mstep: Class 6 contains 41494 members 
Mstep: Class 7 contains 26440 members 
Mstep: Class 8 contains 134668 members 
Mstep: Class 9 contains 85092 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 210539 members 
Mstep: Class 12 contains 26085 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 64140 members 
Mstep: Class 15 contains 20173 members 
Mstep: Class 16 contains 24637 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 67502 members 
Mstep: Class 19 contains 154207 members 
Mstep: Class 20 contains 26145 members 
Mstep: Class 21 contains 24683 members 
Mstep: Class 22 contains 20188 members 
Mstep: Class 23 contains 7889 members 
Mstep: Class 24 contains 415542 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18618 members 
Mstep: Class 27 contains 203704 members 
Mstep: Class 28 contains 7499 members 
Mstep: Class 29 contains 1216 members 
Mstep: Class 30 contains 3969 members 
Mstep: Class 31 contains 18044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146499520.000000 Penalty: 110317.765625
Iteration 88Q: 32 clusters Score -1.464995e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 37455 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 16915 members 
Mstep: Class 6 contains 41422 members 
Mstep: Class 7 contains 26428 members 
Mstep: Class 8 contains 134643 members 
Mstep: Class 9 contains 85520 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 210399 members 
Mstep: Class 12 contains 25953 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 64113 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 24604 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 67478 members 
Mstep: Class 19 contains 154177 members 
Mstep: Class 20 contains 26229 members 
Mstep: Class 21 contains 24639 members 
Mstep: Class 22 contains 20466 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 415111 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18577 members 
Mstep: Class 27 contains 203907 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 1228 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 18140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500032.000000 Penalty: 110317.765625
Iteration 89Q: 32 clusters Score -1.465e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 37352 members 
Mstep: Class 4 contains 14420 members 
Mstep: Class 5 contains 16952 members 
Mstep: Class 6 contains 41370 members 
Mstep: Class 7 contains 26424 members 
Mstep: Class 8 contains 134603 members 
Mstep: Class 9 contains 85904 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 210324 members 
Mstep: Class 12 contains 25781 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 64085 members 
Mstep: Class 15 contains 20248 members 
Mstep: Class 16 contains 24569 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 67457 members 
Mstep: Class 19 contains 154164 members 
Mstep: Class 20 contains 26319 members 
Mstep: Class 21 contains 24593 members 
Mstep: Class 22 contains 20717 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 414717 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18547 members 
Mstep: Class 27 contains 204079 members 
Mstep: Class 28 contains 7532 members 
Mstep: Class 29 contains 1241 members 
Mstep: Class 30 contains 4050 members 
Mstep: Class 31 contains 18214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146499824.000000 Penalty: 110317.765625
Iteration 90Q: 32 clusters Score -1.464998e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 8222 members 
Mstep: Class 3 contains 37245 members 
Mstep: Class 4 contains 14407 members 
Mstep: Class 5 contains 16991 members 
Mstep: Class 6 contains 41326 members 
Mstep: Class 7 contains 26416 members 
Mstep: Class 8 contains 134574 members 
Mstep: Class 9 contains 86285 members 
Mstep: Class 10 contains 6642 members 
Mstep: Class 11 contains 210269 members 
Mstep: Class 12 contains 25615 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 64068 members 
Mstep: Class 15 contains 20284 members 
Mstep: Class 16 contains 24540 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 67426 members 
Mstep: Class 19 contains 154137 members 
Mstep: Class 20 contains 26392 members 
Mstep: Class 21 contains 24554 members 
Mstep: Class 22 contains 20919 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 414308 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18533 members 
Mstep: Class 27 contains 204266 members 
Mstep: Class 28 contains 7551 members 
Mstep: Class 29 contains 1262 members 
Mstep: Class 30 contains 4077 members 
Mstep: Class 31 contains 18277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500016.000000 Penalty: 110317.765625
Iteration 91Q: 32 clusters Score -1.465e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 37158 members 
Mstep: Class 4 contains 14391 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 41283 members 
Mstep: Class 7 contains 26413 members 
Mstep: Class 8 contains 134562 members 
Mstep: Class 9 contains 86655 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 210224 members 
Mstep: Class 12 contains 25473 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 64068 members 
Mstep: Class 15 contains 20315 members 
Mstep: Class 16 contains 24516 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 67410 members 
Mstep: Class 19 contains 154125 members 
Mstep: Class 20 contains 26476 members 
Mstep: Class 21 contains 24511 members 
Mstep: Class 22 contains 21064 members 
Mstep: Class 23 contains 8090 members 
Mstep: Class 24 contains 413942 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18507 members 
Mstep: Class 27 contains 204389 members 
Mstep: Class 28 contains 7571 members 
Mstep: Class 29 contains 1282 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 18336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500336.000000 Penalty: 110317.765625
Iteration 92Q: 32 clusters Score -1.465003e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 37083 members 
Mstep: Class 4 contains 14375 members 
Mstep: Class 5 contains 17076 members 
Mstep: Class 6 contains 41227 members 
Mstep: Class 7 contains 26413 members 
Mstep: Class 8 contains 134545 members 
Mstep: Class 9 contains 87038 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 210185 members 
Mstep: Class 12 contains 25341 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 64084 members 
Mstep: Class 15 contains 20350 members 
Mstep: Class 16 contains 24488 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 67386 members 
Mstep: Class 19 contains 154109 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 24468 members 
Mstep: Class 22 contains 21209 members 
Mstep: Class 23 contains 8123 members 
Mstep: Class 24 contains 413606 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18475 members 
Mstep: Class 27 contains 204520 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 1299 members 
Mstep: Class 30 contains 4148 members 
Mstep: Class 31 contains 18394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500544.000000 Penalty: 110317.765625
Iteration 93Q: 32 clusters Score -1.465005e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 37038 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 41172 members 
Mstep: Class 7 contains 26410 members 
Mstep: Class 8 contains 134526 members 
Mstep: Class 9 contains 87405 members 
Mstep: Class 10 contains 6737 members 
Mstep: Class 11 contains 210140 members 
Mstep: Class 12 contains 25240 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 14 contains 64095 members 
Mstep: Class 15 contains 20375 members 
Mstep: Class 16 contains 24463 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 67357 members 
Mstep: Class 19 contains 154095 members 
Mstep: Class 20 contains 26594 members 
Mstep: Class 21 contains 24436 members 
Mstep: Class 22 contains 21325 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 413306 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18454 members 
Mstep: Class 27 contains 204629 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 1313 members 
Mstep: Class 30 contains 4171 members 
Mstep: Class 31 contains 18445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500928.000000 Penalty: 110317.765625
Iteration 94Q: 32 clusters Score -1.465009e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7492 members 
Mstep: Class 3 contains 37016 members 
Mstep: Class 4 contains 14350 members 
Mstep: Class 5 contains 17138 members 
Mstep: Class 6 contains 41120 members 
Mstep: Class 7 contains 26412 members 
Mstep: Class 8 contains 134487 members 
Mstep: Class 9 contains 87761 members 
Mstep: Class 10 contains 6760 members 
Mstep: Class 11 contains 210108 members 
Mstep: Class 12 contains 25152 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 64093 members 
Mstep: Class 15 contains 20402 members 
Mstep: Class 16 contains 24439 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 67329 members 
Mstep: Class 19 contains 154073 members 
Mstep: Class 20 contains 26644 members 
Mstep: Class 21 contains 24393 members 
Mstep: Class 22 contains 21447 members 
Mstep: Class 23 contains 8172 members 
Mstep: Class 24 contains 413020 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18432 members 
Mstep: Class 27 contains 204763 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 4191 members 
Mstep: Class 31 contains 18485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500896.000000 Penalty: 110317.765625
Iteration 95Q: 32 clusters Score -1.465009e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 36995 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 17166 members 
Mstep: Class 6 contains 41063 members 
Mstep: Class 7 contains 26408 members 
Mstep: Class 8 contains 134471 members 
Mstep: Class 9 contains 88137 members 
Mstep: Class 10 contains 6779 members 
Mstep: Class 11 contains 210085 members 
Mstep: Class 12 contains 25077 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 64085 members 
Mstep: Class 15 contains 20421 members 
Mstep: Class 16 contains 24425 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 67303 members 
Mstep: Class 19 contains 154063 members 
Mstep: Class 20 contains 26677 members 
Mstep: Class 21 contains 24358 members 
Mstep: Class 22 contains 21529 members 
Mstep: Class 23 contains 8175 members 
Mstep: Class 24 contains 412706 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18415 members 
Mstep: Class 27 contains 204908 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 4219 members 
Mstep: Class 31 contains 18527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500944.000000 Penalty: 110317.765625
Iteration 96Q: 32 clusters Score -1.465009e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 36968 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 17183 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 26397 members 
Mstep: Class 8 contains 134443 members 
Mstep: Class 9 contains 88518 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 210074 members 
Mstep: Class 12 contains 24987 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 64091 members 
Mstep: Class 15 contains 20439 members 
Mstep: Class 16 contains 24403 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 67284 members 
Mstep: Class 19 contains 154046 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 24339 members 
Mstep: Class 22 contains 21624 members 
Mstep: Class 23 contains 8172 members 
Mstep: Class 24 contains 412438 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18404 members 
Mstep: Class 27 contains 205021 members 
Mstep: Class 28 contains 7607 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 4243 members 
Mstep: Class 31 contains 18567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146500960.000000 Penalty: 110317.765625
Iteration 97Q: 32 clusters Score -1.46501e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 17198 members 
Mstep: Class 6 contains 40956 members 
Mstep: Class 7 contains 26383 members 
Mstep: Class 8 contains 134441 members 
Mstep: Class 9 contains 88892 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 210058 members 
Mstep: Class 12 contains 24898 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 64097 members 
Mstep: Class 15 contains 20449 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 67277 members 
Mstep: Class 19 contains 154041 members 
Mstep: Class 20 contains 26718 members 
Mstep: Class 21 contains 24319 members 
Mstep: Class 22 contains 21698 members 
Mstep: Class 23 contains 8157 members 
Mstep: Class 24 contains 412168 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18405 members 
Mstep: Class 27 contains 205143 members 
Mstep: Class 28 contains 7611 members 
Mstep: Class 29 contains 1373 members 
Mstep: Class 30 contains 4272 members 
Mstep: Class 31 contains 18597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501280.000000 Penalty: 110317.765625
Iteration 98Q: 32 clusters Score -1.465013e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 6779 members 
Mstep: Class 3 contains 36910 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 17207 members 
Mstep: Class 6 contains 40913 members 
Mstep: Class 7 contains 26372 members 
Mstep: Class 8 contains 134444 members 
Mstep: Class 9 contains 89271 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 210042 members 
Mstep: Class 12 contains 24836 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 64120 members 
Mstep: Class 15 contains 20461 members 
Mstep: Class 16 contains 24368 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 67276 members 
Mstep: Class 19 contains 154033 members 
Mstep: Class 20 contains 26728 members 
Mstep: Class 21 contains 24307 members 
Mstep: Class 22 contains 21767 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 411870 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18404 members 
Mstep: Class 27 contains 205251 members 
Mstep: Class 28 contains 7618 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 18626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501232.000000 Penalty: 110317.765625
Iteration 99Q: 32 clusters Score -1.465012e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 6609 members 
Mstep: Class 3 contains 36878 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 17213 members 
Mstep: Class 6 contains 40887 members 
Mstep: Class 7 contains 26368 members 
Mstep: Class 8 contains 134424 members 
Mstep: Class 9 contains 89655 members 
Mstep: Class 10 contains 6842 members 
Mstep: Class 11 contains 210030 members 
Mstep: Class 12 contains 24777 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 64138 members 
Mstep: Class 15 contains 20475 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 67276 members 
Mstep: Class 19 contains 154014 members 
Mstep: Class 20 contains 26741 members 
Mstep: Class 21 contains 24300 members 
Mstep: Class 22 contains 21842 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 411561 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18405 members 
Mstep: Class 27 contains 205365 members 
Mstep: Class 28 contains 7622 members 
Mstep: Class 29 contains 1406 members 
Mstep: Class 30 contains 4316 members 
Mstep: Class 31 contains 18654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501008.000000 Penalty: 110317.765625
Iteration 100F: 32 clusters Score -1.46501e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 36856 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 17228 members 
Mstep: Class 6 contains 40863 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 134411 members 
Mstep: Class 9 contains 90043 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 210023 members 
Mstep: Class 12 contains 24720 members 
Mstep: Class 13 contains 3725 members 
Mstep: Class 14 contains 64147 members 
Mstep: Class 15 contains 20486 members 
Mstep: Class 16 contains 24344 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 67264 members 
Mstep: Class 19 contains 153988 members 
Mstep: Class 20 contains 26747 members 
Mstep: Class 21 contains 24285 members 
Mstep: Class 22 contains 21905 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 411313 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18347 members 
Mstep: Class 27 contains 205450 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 4318 members 
Mstep: Class 31 contains 18669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501056.000000 Penalty: 110317.765625
Iteration 101Q: 32 clusters Score -1.465011e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6253 members 
Mstep: Class 3 contains 36841 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 17247 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 26353 members 
Mstep: Class 8 contains 134386 members 
Mstep: Class 9 contains 90407 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 209995 members 
Mstep: Class 12 contains 24672 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 64154 members 
Mstep: Class 15 contains 20492 members 
Mstep: Class 16 contains 24334 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67248 members 
Mstep: Class 19 contains 153970 members 
Mstep: Class 20 contains 26757 members 
Mstep: Class 21 contains 24285 members 
Mstep: Class 22 contains 21959 members 
Mstep: Class 23 contains 8129 members 
Mstep: Class 24 contains 411087 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18315 members 
Mstep: Class 27 contains 205543 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1440 members 
Mstep: Class 30 contains 4313 members 
Mstep: Class 31 contains 18679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501344.000000 Penalty: 110317.765625
Iteration 102Q: 32 clusters Score -1.465013e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 36808 members 
Mstep: Class 4 contains 14285 members 
Mstep: Class 5 contains 17271 members 
Mstep: Class 6 contains 40811 members 
Mstep: Class 7 contains 26351 members 
Mstep: Class 8 contains 134362 members 
Mstep: Class 9 contains 90739 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 209969 members 
Mstep: Class 12 contains 24625 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 64176 members 
Mstep: Class 15 contains 20507 members 
Mstep: Class 16 contains 24320 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67227 members 
Mstep: Class 19 contains 153962 members 
Mstep: Class 20 contains 26768 members 
Mstep: Class 21 contains 24270 members 
Mstep: Class 22 contains 21999 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 410856 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18297 members 
Mstep: Class 27 contains 205630 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1458 members 
Mstep: Class 30 contains 4312 members 
Mstep: Class 31 contains 18694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501472.000000 Penalty: 110317.765625
Iteration 103Q: 32 clusters Score -1.465015e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5980 members 
Mstep: Class 3 contains 36786 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 17289 members 
Mstep: Class 6 contains 40797 members 
Mstep: Class 7 contains 26351 members 
Mstep: Class 8 contains 134317 members 
Mstep: Class 9 contains 91071 members 
Mstep: Class 10 contains 6871 members 
Mstep: Class 11 contains 209938 members 
Mstep: Class 12 contains 24590 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 64193 members 
Mstep: Class 15 contains 20524 members 
Mstep: Class 16 contains 24308 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67203 members 
Mstep: Class 19 contains 153941 members 
Mstep: Class 20 contains 26773 members 
Mstep: Class 21 contains 24254 members 
Mstep: Class 22 contains 22042 members 
Mstep: Class 23 contains 8163 members 
Mstep: Class 24 contains 410615 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18283 members 
Mstep: Class 27 contains 205713 members 
Mstep: Class 28 contains 7628 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 18721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501584.000000 Penalty: 110317.765625
Iteration 104Q: 32 clusters Score -1.465016e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5862 members 
Mstep: Class 3 contains 36768 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 17300 members 
Mstep: Class 6 contains 40780 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 134290 members 
Mstep: Class 9 contains 91370 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 209907 members 
Mstep: Class 12 contains 24560 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 64186 members 
Mstep: Class 15 contains 20537 members 
Mstep: Class 16 contains 24303 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67182 members 
Mstep: Class 19 contains 153935 members 
Mstep: Class 20 contains 26787 members 
Mstep: Class 21 contains 24246 members 
Mstep: Class 22 contains 22066 members 
Mstep: Class 23 contains 8182 members 
Mstep: Class 24 contains 410406 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 205787 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 4329 members 
Mstep: Class 31 contains 18735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501840.000000 Penalty: 110317.765625
Iteration 105Q: 32 clusters Score -1.465018e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 36746 members 
Mstep: Class 4 contains 14276 members 
Mstep: Class 5 contains 17319 members 
Mstep: Class 6 contains 40759 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 134256 members 
Mstep: Class 9 contains 91653 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 209906 members 
Mstep: Class 12 contains 24536 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 64189 members 
Mstep: Class 15 contains 20548 members 
Mstep: Class 16 contains 24294 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 67179 members 
Mstep: Class 19 contains 153918 members 
Mstep: Class 20 contains 26800 members 
Mstep: Class 21 contains 24224 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 410193 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 205862 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 4335 members 
Mstep: Class 31 contains 18754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501936.000000 Penalty: 110317.765625
Iteration 106Q: 32 clusters Score -1.465019e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 36718 members 
Mstep: Class 4 contains 14269 members 
Mstep: Class 5 contains 17335 members 
Mstep: Class 6 contains 40738 members 
Mstep: Class 7 contains 26331 members 
Mstep: Class 8 contains 134224 members 
Mstep: Class 9 contains 91916 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 209891 members 
Mstep: Class 12 contains 24517 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 64190 members 
Mstep: Class 15 contains 20558 members 
Mstep: Class 16 contains 24288 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 67162 members 
Mstep: Class 19 contains 153902 members 
Mstep: Class 20 contains 26812 members 
Mstep: Class 21 contains 24209 members 
Mstep: Class 22 contains 22120 members 
Mstep: Class 23 contains 8195 members 
Mstep: Class 24 contains 409995 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 205945 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 4342 members 
Mstep: Class 31 contains 18779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501600.000000 Penalty: 110317.765625
Iteration 107Q: 32 clusters Score -1.465016e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 36692 members 
Mstep: Class 4 contains 14266 members 
Mstep: Class 5 contains 17351 members 
Mstep: Class 6 contains 40721 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 134193 members 
Mstep: Class 9 contains 92156 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 209877 members 
Mstep: Class 12 contains 24497 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 64190 members 
Mstep: Class 15 contains 20570 members 
Mstep: Class 16 contains 24283 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 67149 members 
Mstep: Class 19 contains 153876 members 
Mstep: Class 20 contains 26822 members 
Mstep: Class 21 contains 24197 members 
Mstep: Class 22 contains 22142 members 
Mstep: Class 23 contains 8200 members 
Mstep: Class 24 contains 409814 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 206043 members 
Mstep: Class 28 contains 7629 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 4347 members 
Mstep: Class 31 contains 18797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501776.000000 Penalty: 110317.765625
Iteration 108Q: 32 clusters Score -1.465018e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 36671 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 17372 members 
Mstep: Class 6 contains 40707 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 134163 members 
Mstep: Class 9 contains 92385 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 209851 members 
Mstep: Class 12 contains 24485 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 64185 members 
Mstep: Class 15 contains 20575 members 
Mstep: Class 16 contains 24283 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67141 members 
Mstep: Class 19 contains 153870 members 
Mstep: Class 20 contains 26820 members 
Mstep: Class 21 contains 24171 members 
Mstep: Class 22 contains 22176 members 
Mstep: Class 23 contains 8202 members 
Mstep: Class 24 contains 409654 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18276 members 
Mstep: Class 27 contains 206138 members 
Mstep: Class 28 contains 7628 members 
Mstep: Class 29 contains 1534 members 
Mstep: Class 30 contains 4346 members 
Mstep: Class 31 contains 18812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501728.000000 Penalty: 110317.765625
Iteration 109Q: 32 clusters Score -1.465017e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 36656 members 
Mstep: Class 4 contains 14249 members 
Mstep: Class 5 contains 17384 members 
Mstep: Class 6 contains 40698 members 
Mstep: Class 7 contains 26308 members 
Mstep: Class 8 contains 134127 members 
Mstep: Class 9 contains 92598 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 209837 members 
Mstep: Class 12 contains 24473 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 64195 members 
Mstep: Class 15 contains 20579 members 
Mstep: Class 16 contains 24279 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67125 members 
Mstep: Class 19 contains 153869 members 
Mstep: Class 20 contains 26823 members 
Mstep: Class 21 contains 24152 members 
Mstep: Class 22 contains 22178 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 409510 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18275 members 
Mstep: Class 27 contains 206217 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4350 members 
Mstep: Class 31 contains 18824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502032.000000 Penalty: 110317.765625
Iteration 110Q: 32 clusters Score -1.46502e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 36637 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 17399 members 
Mstep: Class 6 contains 40686 members 
Mstep: Class 7 contains 26302 members 
Mstep: Class 8 contains 134093 members 
Mstep: Class 9 contains 92828 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 209812 members 
Mstep: Class 12 contains 24462 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 64220 members 
Mstep: Class 15 contains 20582 members 
Mstep: Class 16 contains 24268 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67124 members 
Mstep: Class 19 contains 153867 members 
Mstep: Class 20 contains 26811 members 
Mstep: Class 21 contains 24131 members 
Mstep: Class 22 contains 22195 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 409326 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18270 members 
Mstep: Class 27 contains 206302 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 18836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501904.000000 Penalty: 110317.765625
Iteration 111Q: 32 clusters Score -1.465019e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 36628 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 17412 members 
Mstep: Class 6 contains 40668 members 
Mstep: Class 7 contains 26290 members 
Mstep: Class 8 contains 134080 members 
Mstep: Class 9 contains 93032 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 209782 members 
Mstep: Class 12 contains 24450 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 64241 members 
Mstep: Class 15 contains 20579 members 
Mstep: Class 16 contains 24261 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67121 members 
Mstep: Class 19 contains 153856 members 
Mstep: Class 20 contains 26801 members 
Mstep: Class 21 contains 24119 members 
Mstep: Class 22 contains 22190 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 409196 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18266 members 
Mstep: Class 27 contains 206376 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 4355 members 
Mstep: Class 31 contains 18847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502192.000000 Penalty: 110317.765625
Iteration 112Q: 32 clusters Score -1.465022e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 36614 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 17422 members 
Mstep: Class 6 contains 40659 members 
Mstep: Class 7 contains 26284 members 
Mstep: Class 8 contains 134060 members 
Mstep: Class 9 contains 93252 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 209769 members 
Mstep: Class 12 contains 24442 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 64256 members 
Mstep: Class 15 contains 20583 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67119 members 
Mstep: Class 19 contains 153846 members 
Mstep: Class 20 contains 26792 members 
Mstep: Class 21 contains 24105 members 
Mstep: Class 22 contains 22202 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 409046 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 206443 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1631 members 
Mstep: Class 30 contains 4355 members 
Mstep: Class 31 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502320.000000 Penalty: 110317.765625
Iteration 113Q: 32 clusters Score -1.465023e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 36599 members 
Mstep: Class 4 contains 14208 members 
Mstep: Class 5 contains 17430 members 
Mstep: Class 6 contains 40649 members 
Mstep: Class 7 contains 26277 members 
Mstep: Class 8 contains 134026 members 
Mstep: Class 9 contains 93496 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 209753 members 
Mstep: Class 12 contains 24431 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 64274 members 
Mstep: Class 15 contains 20581 members 
Mstep: Class 16 contains 24245 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67111 members 
Mstep: Class 19 contains 153847 members 
Mstep: Class 20 contains 26768 members 
Mstep: Class 21 contains 24096 members 
Mstep: Class 22 contains 22212 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 408892 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18261 members 
Mstep: Class 27 contains 206504 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1674 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502368.000000 Penalty: 110317.765625
Iteration 114Q: 32 clusters Score -1.465024e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 36593 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 17436 members 
Mstep: Class 6 contains 40633 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 133993 members 
Mstep: Class 9 contains 93711 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 209744 members 
Mstep: Class 12 contains 24423 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 64287 members 
Mstep: Class 15 contains 20583 members 
Mstep: Class 16 contains 24240 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67109 members 
Mstep: Class 19 contains 153840 members 
Mstep: Class 20 contains 26736 members 
Mstep: Class 21 contains 24095 members 
Mstep: Class 22 contains 22212 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 408762 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206557 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502192.000000 Penalty: 110317.765625
Iteration 115Q: 32 clusters Score -1.465022e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 36592 members 
Mstep: Class 4 contains 14184 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 40623 members 
Mstep: Class 7 contains 26267 members 
Mstep: Class 8 contains 133955 members 
Mstep: Class 9 contains 93950 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 209708 members 
Mstep: Class 12 contains 24411 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 64304 members 
Mstep: Class 15 contains 20587 members 
Mstep: Class 16 contains 24235 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67106 members 
Mstep: Class 19 contains 153840 members 
Mstep: Class 20 contains 26695 members 
Mstep: Class 21 contains 24092 members 
Mstep: Class 22 contains 22227 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 408616 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206622 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 4361 members 
Mstep: Class 31 contains 18887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502128.000000 Penalty: 110317.765625
Iteration 116Q: 32 clusters Score -1.465021e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 36590 members 
Mstep: Class 4 contains 14171 members 
Mstep: Class 5 contains 17455 members 
Mstep: Class 6 contains 40610 members 
Mstep: Class 7 contains 26260 members 
Mstep: Class 8 contains 133918 members 
Mstep: Class 9 contains 94189 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 11 contains 209674 members 
Mstep: Class 12 contains 24402 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 64330 members 
Mstep: Class 15 contains 20593 members 
Mstep: Class 16 contains 24231 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67101 members 
Mstep: Class 19 contains 153836 members 
Mstep: Class 20 contains 26667 members 
Mstep: Class 21 contains 24089 members 
Mstep: Class 22 contains 22226 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 408471 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206675 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 18894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502096.000000 Penalty: 110317.765625
Iteration 117Q: 32 clusters Score -1.465021e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 36582 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 17463 members 
Mstep: Class 6 contains 40608 members 
Mstep: Class 7 contains 26258 members 
Mstep: Class 8 contains 133867 members 
Mstep: Class 9 contains 94440 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209638 members 
Mstep: Class 12 contains 24396 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 64346 members 
Mstep: Class 15 contains 20597 members 
Mstep: Class 16 contains 24221 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67101 members 
Mstep: Class 19 contains 153833 members 
Mstep: Class 20 contains 26639 members 
Mstep: Class 21 contains 24089 members 
Mstep: Class 22 contains 22227 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 408306 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206735 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 1851 members 
Mstep: Class 30 contains 4374 members 
Mstep: Class 31 contains 18906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502016.000000 Penalty: 110317.765625
Iteration 118Q: 32 clusters Score -1.46502e+08 nChanged 679
Entering ConstructFrom: 
Score: -146502016.000000 Penalty: 110317.765625
Entering ConstructFrom: 
Trying to split cluster 1 (11481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Entering Unmasked Estep 
Score: -1033005.750000 Penalty: 2318.415283
	Iteration 0F: 2 clusters Score -1033006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1024315.812500 Penalty: 4636.830566
	Iteration 0F: 3 clusters Score -1024316 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1026788.687500 Penalty: 4636.830566
	Iteration 1F: 3 clusters Score -1026789 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1027080.062500 Penalty: 4636.830566
	Iteration 2F: 3 clusters Score -1027080 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1027307.562500 Penalty: 4636.830566
	Iteration 3Q: 3 clusters Score -1027308 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1027469.312500 Penalty: 4636.830566
	Iteration 4Q: 3 clusters Score -1027469 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1027587.937500 Penalty: 4636.830566
	Iteration 5Q: 3 clusters Score -1027588 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1027704.312500 Penalty: 4636.830566
	Iteration 6Q: 3 clusters Score -1027704 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1027822.687500 Penalty: 4636.830566
	Iteration 7Q: 3 clusters Score -1027823 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1027925.250000 Penalty: 4636.830566
	Iteration 8Q: 3 clusters Score -1027925 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1027998.250000 Penalty: 4636.830566
	Iteration 9Q: 3 clusters Score -1027998 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1028079.750000 Penalty: 4636.830566
	Iteration 10Q: 3 clusters Score -1028080 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1028151.812500 Penalty: 4636.830566
	Iteration 11Q: 3 clusters Score -1028152 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1028226.812500 Penalty: 4636.830566
	Iteration 12Q: 3 clusters Score -1028227 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1028299.312500 Penalty: 4636.830566
	Iteration 13Q: 3 clusters Score -1028299 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1028376.750000 Penalty: 4636.830566
	Iteration 14Q: 3 clusters Score -1028377 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1028452.312500 Penalty: 4636.830566
	Iteration 15Q: 3 clusters Score -1028452 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1028545.062500 Penalty: 4636.830566
	Iteration 16Q: 3 clusters Score -1028545 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1028661.375000 Penalty: 4636.830566
	Iteration 17Q: 3 clusters Score -1028661 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1028793.500000 Penalty: 4636.830566
	Iteration 18Q: 3 clusters Score -1028794 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1028966.000000 Penalty: 4636.830566
	Iteration 19Q: 3 clusters Score -1028966 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1029158.875000 Penalty: 4636.830566
	Iteration 20F: 3 clusters Score -1029159 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1029371.625000 Penalty: 4636.830566
	Iteration 21Q: 3 clusters Score -1029372 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1029572.250000 Penalty: 4636.830566
	Iteration 22Q: 3 clusters Score -1029572 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1029766.062500 Penalty: 4636.830566
	Iteration 23Q: 3 clusters Score -1029766 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1029954.812500 Penalty: 4636.830566
	Iteration 24Q: 3 clusters Score -1029955 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1030080.437500 Penalty: 4636.830566
	Iteration 25Q: 3 clusters Score -1030080 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1030169.375000 Penalty: 4636.830566
	Iteration 26Q: 3 clusters Score -1030169 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1030229.250000 Penalty: 4636.830566
	Iteration 27Q: 3 clusters Score -1030229 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1030277.625000 Penalty: 4636.830566
	Iteration 28Q: 3 clusters Score -1030278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1030310.375000 Penalty: 4636.830566
	Iteration 29Q: 3 clusters Score -1030310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1030345.375000 Penalty: 4636.830566
	Iteration 30Q: 3 clusters Score -1030345 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1030377.312500 Penalty: 4636.830566
	Iteration 31Q: 3 clusters Score -1030377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1030398.875000 Penalty: 4636.830566
	Iteration 32Q: 3 clusters Score -1030399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1030422.687500 Penalty: 4636.830566
	Iteration 33Q: 3 clusters Score -1030423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1030442.125000 Penalty: 4636.830566
	Iteration 34Q: 3 clusters Score -1030442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1030459.875000 Penalty: 4636.830566
	Iteration 35Q: 3 clusters Score -1030460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1030474.562500 Penalty: 4636.830566
	Iteration 36Q: 3 clusters Score -1030475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1030482.937500 Penalty: 4636.830566
	Iteration 37Q: 3 clusters Score -1030483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1030482.062500 Penalty: 4636.830566
	Iteration 38Q: 3 clusters Score -1030482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1030490.875000 Penalty: 4636.830566
	Iteration 39Q: 3 clusters Score -1030491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1030492.562500 Penalty: 4636.830566
	Iteration 40F: 3 clusters Score -1030493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1030493.812500 Penalty: 4636.830566
	Iteration 41Q: 3 clusters Score -1030494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1030499.187500 Penalty: 4636.830566
	Iteration 42Q: 3 clusters Score -1030499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1030505.250000 Penalty: 4636.830566
	Iteration 43Q: 3 clusters Score -1030505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1030515.812500 Penalty: 4636.830566
	Iteration 44Q: 3 clusters Score -1030516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1030521.250000 Penalty: 4636.830566
	Iteration 45Q: 3 clusters Score -1030521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1030528.125000 Penalty: 4636.830566
	Iteration 46Q: 3 clusters Score -1030528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1030530.500000 Penalty: 4636.830566
	Iteration 47Q: 3 clusters Score -1030530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1030532.125000 Penalty: 4636.830566
	Iteration 48Q: 3 clusters Score -1030532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1030543.750000 Penalty: 4636.830566
	Iteration 49Q: 3 clusters Score -1030544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1030547.812500 Penalty: 4636.830566
	Iteration 50Q: 3 clusters Score -1030548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1030555.625000 Penalty: 4636.830566
	Iteration 51Q: 3 clusters Score -1030556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1030564.750000 Penalty: 4636.830566
	Iteration 52Q: 3 clusters Score -1030565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1030577.500000 Penalty: 4636.830566
	Iteration 53Q: 3 clusters Score -1030578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1030583.625000 Penalty: 4636.830566
	Iteration 54Q: 3 clusters Score -1030584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1030593.000000 Penalty: 4636.830566
	Iteration 55Q: 3 clusters Score -1030593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1030600.562500 Penalty: 4636.830566
	Iteration 56Q: 3 clusters Score -1030601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1030601.125000 Penalty: 4636.830566
	Iteration 57Q: 3 clusters Score -1030601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1030604.750000 Penalty: 4636.830566
	Iteration 58Q: 3 clusters Score -1030605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1030605.000000 Penalty: 4636.830566
	Iteration 59Q: 3 clusters Score -1030605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1030611.125000 Penalty: 4636.830566
	Iteration 60F: 3 clusters Score -1030611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1030616.375000 Penalty: 4636.830566
	Iteration 61Q: 3 clusters Score -1030616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1030616.437500 Penalty: 4636.830566
	Iteration 62Q: 3 clusters Score -1030616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1030618.812500 Penalty: 4636.830566
	Iteration 63Q: 3 clusters Score -1030619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1030621.875000 Penalty: 4636.830566
	Iteration 64Q: 3 clusters Score -1030622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1030623.000000 Penalty: 4636.830566
	Iteration 65Q: 3 clusters Score -1030623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1030623.500000 Penalty: 4636.830566
	Iteration 66Q: 3 clusters Score -1030624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1030625.375000 Penalty: 4636.830566
	Iteration 67Q: 3 clusters Score -1030625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1030623.562500 Penalty: 4636.830566
	Iteration 68Q: 3 clusters Score -1030624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1030625.500000 Penalty: 4636.830566
	Iteration 69Q: 3 clusters Score -1030626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1030627.625000 Penalty: 4636.830566
	Iteration 70Q: 3 clusters Score -1030628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1030630.937500 Penalty: 4636.830566
	Iteration 71Q: 3 clusters Score -1030631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1030631.687500 Penalty: 4636.830566
	Iteration 72Q: 3 clusters Score -1030632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1030633.625000 Penalty: 4636.830566
	Iteration 73Q: 3 clusters Score -1030634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1030634.062500 Penalty: 4636.830566
	Iteration 74Q: 3 clusters Score -1030634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1030634.437500 Penalty: 4636.830566
	Iteration 75Q: 3 clusters Score -1030634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1030634.312500 Penalty: 4636.830566
	Iteration 76Q: 3 clusters Score -1030634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1030636.750000 Penalty: 4636.830566
	Iteration 77Q: 3 clusters Score -1030637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1030637.125000 Penalty: 4636.830566
	Iteration 78Q: 3 clusters Score -1030637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1030638.312500 Penalty: 4636.830566
	Iteration 79Q: 3 clusters Score -1030638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1030638.875000 Penalty: 4636.830566
	Iteration 80F: 3 clusters Score -1030639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1030640.687500 Penalty: 4636.830566
	Iteration 81Q: 3 clusters Score -1030641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1030638.062500 Penalty: 4636.830566
	Iteration 82Q: 3 clusters Score -1030638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1030638.062500 Penalty: 4636.830566
	Iteration 83F: 3 clusters Score -1030638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -432946.156250 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -432946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -428651.125000 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -428651.1 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -429649.906250 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -429649.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -429865.312500 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -429865.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -429960.500000 Penalty: 4177.531250
	Iteration 3Q: 3 clusters Score -429960.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -430026.968750 Penalty: 4177.531250
	Iteration 4Q: 3 clusters Score -430027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430080.968750 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -430081 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -430118.062500 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -430118.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -430147.062500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -430147.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -430175.343750 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -430175.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -430202.343750 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -430202.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -430225.187500 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -430225.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -430243.000000 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -430243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -430262.312500 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -430262.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -430276.625000 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -430276.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -430288.281250 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -430288.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -430299.593750 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -430299.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -430307.125000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -430307.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -430313.500000 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -430313.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -430322.156250 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -430322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -430331.343750 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -430331.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -430338.812500 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -430338.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -430345.562500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -430345.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -430353.343750 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -430353.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -430360.093750 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -430360.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -430367.718750 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -430367.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -430378.812500 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -430378.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -430388.968750 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -430389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -430398.687500 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -430398.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -430408.187500 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -430408.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -430421.687500 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -430421.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -430436.156250 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -430436.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -430449.781250 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -430449.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -430461.218750 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -430461.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -430467.468750 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -430467.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -430471.281250 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -430471.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -430475.593750 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -430475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -430479.375000 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -430479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -430483.187500 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -430483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -430486.687500 Penalty: 4177.531250
	Iteration 38Q: 3 clusters Score -430486.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -430488.312500 Penalty: 4177.531250
	Iteration 39Q: 3 clusters Score -430488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -430493.375000 Penalty: 4177.531250
	Iteration 40F: 3 clusters Score -430493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -430499.031250 Penalty: 4177.531250
	Iteration 41Q: 3 clusters Score -430499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -430505.750000 Penalty: 4177.531250
	Iteration 42Q: 3 clusters Score -430505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -430514.656250 Penalty: 4177.531250
	Iteration 43Q: 3 clusters Score -430514.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -430523.531250 Penalty: 4177.531250
	Iteration 44Q: 3 clusters Score -430523.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -430533.781250 Penalty: 4177.531250
	Iteration 45Q: 3 clusters Score -430533.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -430545.093750 Penalty: 4177.531250
	Iteration 46Q: 3 clusters Score -430545.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -430556.343750 Penalty: 4177.531250
	Iteration 47Q: 3 clusters Score -430556.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -430563.875000 Penalty: 4177.531250
	Iteration 48Q: 3 clusters Score -430563.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -430574.125000 Penalty: 4177.531250
	Iteration 49Q: 3 clusters Score -430574.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -430584.843750 Penalty: 4177.531250
	Iteration 50Q: 3 clusters Score -430584.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -430592.843750 Penalty: 4177.531250
	Iteration 51Q: 3 clusters Score -430592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -430603.750000 Penalty: 4177.531250
	Iteration 52Q: 3 clusters Score -430603.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -430620.500000 Penalty: 4177.531250
	Iteration 53Q: 3 clusters Score -430620.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -430637.531250 Penalty: 4177.531250
	Iteration 54Q: 3 clusters Score -430637.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -430653.218750 Penalty: 4177.531250
	Iteration 55Q: 3 clusters Score -430653.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -430667.562500 Penalty: 4177.531250
	Iteration 56Q: 3 clusters Score -430667.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -430684.750000 Penalty: 4177.531250
	Iteration 57Q: 3 clusters Score -430684.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -430706.906250 Penalty: 4177.531250
	Iteration 58Q: 3 clusters Score -430706.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -430727.750000 Penalty: 4177.531250
	Iteration 59Q: 3 clusters Score -430727.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -430744.750000 Penalty: 4177.531250
	Iteration 60F: 3 clusters Score -430744.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -430764.125000 Penalty: 4177.531250
	Iteration 61Q: 3 clusters Score -430764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -430779.593750 Penalty: 4177.531250
	Iteration 62Q: 3 clusters Score -430779.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -430797.000000 Penalty: 4177.531250
	Iteration 63Q: 3 clusters Score -430797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -430819.656250 Penalty: 4177.531250
	Iteration 64Q: 3 clusters Score -430819.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -430835.687500 Penalty: 4177.531250
	Iteration 65Q: 3 clusters Score -430835.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -430857.937500 Penalty: 4177.531250
	Iteration 66Q: 3 clusters Score -430857.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -430877.437500 Penalty: 4177.531250
	Iteration 67Q: 3 clusters Score -430877.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -430891.500000 Penalty: 4177.531250
	Iteration 68Q: 3 clusters Score -430891.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -430915.218750 Penalty: 4177.531250
	Iteration 69Q: 3 clusters Score -430915.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -430948.437500 Penalty: 4177.531250
	Iteration 70Q: 3 clusters Score -430948.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -430976.937500 Penalty: 4177.531250
	Iteration 71Q: 3 clusters Score -430976.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -430999.062500 Penalty: 4177.531250
	Iteration 72Q: 3 clusters Score -430999.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -431018.156250 Penalty: 4177.531250
	Iteration 73Q: 3 clusters Score -431018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -431031.906250 Penalty: 4177.531250
	Iteration 74Q: 3 clusters Score -431031.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -431042.812500 Penalty: 4177.531250
	Iteration 75Q: 3 clusters Score -431042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -431049.250000 Penalty: 4177.531250
	Iteration 76Q: 3 clusters Score -431049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -431057.343750 Penalty: 4177.531250
	Iteration 77Q: 3 clusters Score -431057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -431066.187500 Penalty: 4177.531250
	Iteration 78Q: 3 clusters Score -431066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -431077.031250 Penalty: 4177.531250
	Iteration 79Q: 3 clusters Score -431077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -431087.093750 Penalty: 4177.531250
	Iteration 80F: 3 clusters Score -431087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -431092.500000 Penalty: 4177.531250
	Iteration 81Q: 3 clusters Score -431092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -431094.843750 Penalty: 4177.531250
	Iteration 82Q: 3 clusters Score -431094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -431096.656250 Penalty: 4177.531250
	Iteration 83Q: 3 clusters Score -431096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -431097.875000 Penalty: 4177.531250
	Iteration 84Q: 3 clusters Score -431097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -431097.875000 Penalty: 4177.531250
	Iteration 85F: 3 clusters Score -431097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Entering Unmasked Estep 
Score: -3186777.750000 Penalty: 2605.779297
	Iteration 0F: 2 clusters Score -3186778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3162082.500000 Penalty: 5211.558594
	Iteration 0F: 3 clusters Score -3162082 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3171423.750000 Penalty: 5211.558594
	Iteration 1F: 3 clusters Score -3171424 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3172316.500000 Penalty: 5211.558594
	Iteration 2F: 3 clusters Score -3172316 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3173263.750000 Penalty: 5211.558594
	Iteration 3F: 3 clusters Score -3173264 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3174242.750000 Penalty: 5211.558594
	Iteration 4F: 3 clusters Score -3174243 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3175290.750000 Penalty: 5211.558594
	Iteration 5F: 3 clusters Score -3175291 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3176385.500000 Penalty: 5211.558594
	Iteration 6F: 3 clusters Score -3176386 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3177630.000000 Penalty: 5211.558594
	Iteration 7F: 3 clusters Score -3177630 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3178947.000000 Penalty: 5211.558594
	Iteration 8F: 3 clusters Score -3178947 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3180315.000000 Penalty: 5211.558594
	Iteration 9F: 3 clusters Score -3180315 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3181539.250000 Penalty: 5211.558594
	Iteration 10Q: 3 clusters Score -3181539 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3182540.250000 Penalty: 5211.558594
	Iteration 11Q: 3 clusters Score -3182540 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3183247.750000 Penalty: 5211.558594
	Iteration 12Q: 3 clusters Score -3183248 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -3183748.250000 Penalty: 5211.558594
	Iteration 13Q: 3 clusters Score -3183748 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3184094.000000 Penalty: 5211.558594
	Iteration 14Q: 3 clusters Score -3184094 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -3184321.750000 Penalty: 5211.558594
	Iteration 15Q: 3 clusters Score -3184322 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -3184479.500000 Penalty: 5211.558594
	Iteration 16Q: 3 clusters Score -3184480 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3184566.500000 Penalty: 5211.558594
	Iteration 17Q: 3 clusters Score -3184566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3184635.250000 Penalty: 5211.558594
	Iteration 18Q: 3 clusters Score -3184635 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -3184685.250000 Penalty: 5211.558594
	Iteration 19Q: 3 clusters Score -3184685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3184708.250000 Penalty: 5211.558594
	Iteration 20F: 3 clusters Score -3184708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3184726.500000 Penalty: 5211.558594
	Iteration 21Q: 3 clusters Score -3184726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3184744.500000 Penalty: 5211.558594
	Iteration 22Q: 3 clusters Score -3184744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3184761.750000 Penalty: 5211.558594
	Iteration 23Q: 3 clusters Score -3184762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -3184776.500000 Penalty: 5211.558594
	Iteration 24Q: 3 clusters Score -3184776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -3184785.750000 Penalty: 5211.558594
	Iteration 25Q: 3 clusters Score -3184786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3184791.750000 Penalty: 5211.558594
	Iteration 26Q: 3 clusters Score -3184792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3184790.000000 Penalty: 5211.558594
	Iteration 27Q: 3 clusters Score -3184790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -3184795.500000 Penalty: 5211.558594
	Iteration 28Q: 3 clusters Score -3184796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -3184793.000000 Penalty: 5211.558594
	Iteration 29Q: 3 clusters Score -3184793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -3184799.250000 Penalty: 5211.558594
	Iteration 30Q: 3 clusters Score -3184799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -3184798.000000 Penalty: 5211.558594
	Iteration 31Q: 3 clusters Score -3184798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3184803.500000 Penalty: 5211.558594
	Iteration 32Q: 3 clusters Score -3184804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3184809.500000 Penalty: 5211.558594
	Iteration 33Q: 3 clusters Score -3184810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -3184809.750000 Penalty: 5211.558594
	Iteration 34Q: 3 clusters Score -3184810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -3184805.250000 Penalty: 5211.558594
	Iteration 35Q: 3 clusters Score -3184805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -3184807.500000 Penalty: 5211.558594
	Iteration 36Q: 3 clusters Score -3184808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -3184811.500000 Penalty: 5211.558594
	Iteration 37Q: 3 clusters Score -3184812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3184804.750000 Penalty: 5211.558594
	Iteration 38Q: 3 clusters Score -3184805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -3184805.000000 Penalty: 5211.558594
	Iteration 39Q: 3 clusters Score -3184805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3184807.750000 Penalty: 5211.558594
	Iteration 40F: 3 clusters Score -3184808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -3184806.250000 Penalty: 5211.558594
	Iteration 41Q: 3 clusters Score -3184806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -3184810.500000 Penalty: 5211.558594
	Iteration 42Q: 3 clusters Score -3184810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -3184811.000000 Penalty: 5211.558594
	Iteration 43Q: 3 clusters Score -3184811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -3184813.500000 Penalty: 5211.558594
	Iteration 44Q: 3 clusters Score -3184814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -3184814.500000 Penalty: 5211.558594
	Iteration 45Q: 3 clusters Score -3184814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -3184811.500000 Penalty: 5211.558594
	Iteration 46Q: 3 clusters Score -3184812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3184812.000000 Penalty: 5211.558594
	Iteration 47Q: 3 clusters Score -3184812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3184810.000000 Penalty: 5211.558594
	Iteration 48Q: 3 clusters Score -3184810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -3184814.000000 Penalty: 5211.558594
	Iteration 49Q: 3 clusters Score -3184814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -3184814.000000 Penalty: 5211.558594
	Iteration 50Q: 3 clusters Score -3184814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -3184817.250000 Penalty: 5211.558594
	Iteration 51Q: 3 clusters Score -3184817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -3184817.000000 Penalty: 5211.558594
	Iteration 52Q: 3 clusters Score -3184817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3184813.250000 Penalty: 5211.558594
	Iteration 53Q: 3 clusters Score -3184813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3184816.500000 Penalty: 5211.558594
	Iteration 54Q: 3 clusters Score -3184816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3184817.500000 Penalty: 5211.558594
	Iteration 55Q: 3 clusters Score -3184818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -3184817.250000 Penalty: 5211.558594
	Iteration 56Q: 3 clusters Score -3184817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -3184820.000000 Penalty: 5211.558594
	Iteration 57Q: 3 clusters Score -3184820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -3184822.250000 Penalty: 5211.558594
	Iteration 58Q: 3 clusters Score -3184822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -3184822.250000 Penalty: 5211.558594
	Iteration 59F: 3 clusters Score -3184822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Entering Unmasked Estep 
Score: -1265685.125000 Penalty: 2370.340088
	Iteration 0F: 2 clusters Score -1265685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1255286.500000 Penalty: 4740.680176
	Iteration 0F: 3 clusters Score -1255286 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1258513.125000 Penalty: 4740.680176
	Iteration 1F: 3 clusters Score -1258513 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1258960.125000 Penalty: 4740.680176
	Iteration 2F: 3 clusters Score -1258960 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1259467.625000 Penalty: 4740.680176
	Iteration 3F: 3 clusters Score -1259468 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1260035.875000 Penalty: 4740.680176
	Iteration 4F: 3 clusters Score -1260036 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1260606.000000 Penalty: 4740.680176
	Iteration 5F: 3 clusters Score -1260606 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1261173.875000 Penalty: 4740.680176
	Iteration 6F: 3 clusters Score -1261174 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1261696.125000 Penalty: 4740.680176
	Iteration 7F: 3 clusters Score -1261696 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1262255.000000 Penalty: 4740.680176
	Iteration 8F: 3 clusters Score -1262255 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1262776.625000 Penalty: 4740.680176
	Iteration 9F: 3 clusters Score -1262777 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1263173.625000 Penalty: 4740.680176
	Iteration 10Q: 3 clusters Score -1263174 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1263502.625000 Penalty: 4740.680176
	Iteration 11Q: 3 clusters Score -1263503 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1263764.750000 Penalty: 4740.680176
	Iteration 12Q: 3 clusters Score -1263765 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1263940.875000 Penalty: 4740.680176
	Iteration 13Q: 3 clusters Score -1263941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1264067.250000 Penalty: 4740.680176
	Iteration 14Q: 3 clusters Score -1264067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1264167.250000 Penalty: 4740.680176
	Iteration 15Q: 3 clusters Score -1264167 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1264241.125000 Penalty: 4740.680176
	Iteration 16Q: 3 clusters Score -1264241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1264307.625000 Penalty: 4740.680176
	Iteration 17Q: 3 clusters Score -1264308 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1264364.000000 Penalty: 4740.680176
	Iteration 18Q: 3 clusters Score -1264364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1264406.000000 Penalty: 4740.680176
	Iteration 19Q: 3 clusters Score -1264406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1264434.500000 Penalty: 4740.680176
	Iteration 20F: 3 clusters Score -1264434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1264464.375000 Penalty: 4740.680176
	Iteration 21Q: 3 clusters Score -1264464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1264492.625000 Penalty: 4740.680176
	Iteration 22Q: 3 clusters Score -1264493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1264512.250000 Penalty: 4740.680176
	Iteration 23Q: 3 clusters Score -1264512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1264526.000000 Penalty: 4740.680176
	Iteration 24Q: 3 clusters Score -1264526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1264538.250000 Penalty: 4740.680176
	Iteration 25Q: 3 clusters Score -1264538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1264544.750000 Penalty: 4740.680176
	Iteration 26Q: 3 clusters Score -1264545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1264550.250000 Penalty: 4740.680176
	Iteration 27Q: 3 clusters Score -1264550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1264553.875000 Penalty: 4740.680176
	Iteration 28Q: 3 clusters Score -1264554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1264561.250000 Penalty: 4740.680176
	Iteration 29Q: 3 clusters Score -1264561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1264570.750000 Penalty: 4740.680176
	Iteration 30Q: 3 clusters Score -1264571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1264578.125000 Penalty: 4740.680176
	Iteration 31Q: 3 clusters Score -1264578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1264583.000000 Penalty: 4740.680176
	Iteration 32Q: 3 clusters Score -1264583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1264590.375000 Penalty: 4740.680176
	Iteration 33Q: 3 clusters Score -1264590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1264594.750000 Penalty: 4740.680176
	Iteration 34Q: 3 clusters Score -1264595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1264598.000000 Penalty: 4740.680176
	Iteration 35Q: 3 clusters Score -1264598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1264597.750000 Penalty: 4740.680176
	Iteration 36Q: 3 clusters Score -1264598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1264599.500000 Penalty: 4740.680176
	Iteration 37Q: 3 clusters Score -1264600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1264602.500000 Penalty: 4740.680176
	Iteration 38Q: 3 clusters Score -1264602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1264603.250000 Penalty: 4740.680176
	Iteration 39Q: 3 clusters Score -1264603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1264604.125000 Penalty: 4740.680176
	Iteration 40F: 3 clusters Score -1264604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1264607.250000 Penalty: 4740.680176
	Iteration 41Q: 3 clusters Score -1264607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1264609.250000 Penalty: 4740.680176
	Iteration 42Q: 3 clusters Score -1264609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1264613.375000 Penalty: 4740.680176
	Iteration 43Q: 3 clusters Score -1264613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1264618.875000 Penalty: 4740.680176
	Iteration 44Q: 3 clusters Score -1264619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1264625.750000 Penalty: 4740.680176
	Iteration 45Q: 3 clusters Score -1264626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1264627.250000 Penalty: 4740.680176
	Iteration 46Q: 3 clusters Score -1264627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1264631.000000 Penalty: 4740.680176
	Iteration 47Q: 3 clusters Score -1264631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1264633.375000 Penalty: 4740.680176
	Iteration 48Q: 3 clusters Score -1264633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1264637.875000 Penalty: 4740.680176
	Iteration 49Q: 3 clusters Score -1264638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1264640.000000 Penalty: 4740.680176
	Iteration 50Q: 3 clusters Score -1264640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1264643.000000 Penalty: 4740.680176
	Iteration 51Q: 3 clusters Score -1264643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1264645.875000 Penalty: 4740.680176
	Iteration 52Q: 3 clusters Score -1264646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1264645.750000 Penalty: 4740.680176
	Iteration 53Q: 3 clusters Score -1264646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1264649.375000 Penalty: 4740.680176
	Iteration 54Q: 3 clusters Score -1264649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1264650.250000 Penalty: 4740.680176
	Iteration 55Q: 3 clusters Score -1264650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1264652.375000 Penalty: 4740.680176
	Iteration 56Q: 3 clusters Score -1264652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1264652.500000 Penalty: 4740.680176
	Iteration 57Q: 3 clusters Score -1264652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1264655.750000 Penalty: 4740.680176
	Iteration 58Q: 3 clusters Score -1264656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1264658.000000 Penalty: 4740.680176
	Iteration 59Q: 3 clusters Score -1264658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1264661.750000 Penalty: 4740.680176
	Iteration 60F: 3 clusters Score -1264662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1264662.000000 Penalty: 4740.680176
	Iteration 61Q: 3 clusters Score -1264662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1264662.125000 Penalty: 4740.680176
	Iteration 62Q: 3 clusters Score -1264662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1264663.875000 Penalty: 4740.680176
	Iteration 63Q: 3 clusters Score -1264664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1264664.750000 Penalty: 4740.680176
	Iteration 64Q: 3 clusters Score -1264665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1264667.875000 Penalty: 4740.680176
	Iteration 65Q: 3 clusters Score -1264668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1264668.000000 Penalty: 4740.680176
	Iteration 66Q: 3 clusters Score -1264668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1264667.250000 Penalty: 4740.680176
	Iteration 67Q: 3 clusters Score -1264667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1264667.250000 Penalty: 4740.680176
	Iteration 68F: 3 clusters Score -1264667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Entering Unmasked Estep 
Score: -1507301.500000 Penalty: 2422.566162
	Iteration 0F: 2 clusters Score -1507302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1494838.875000 Penalty: 4845.132324
	Iteration 0F: 3 clusters Score -1494839 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1499161.000000 Penalty: 4845.132324
	Iteration 1F: 3 clusters Score -1499161 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1499768.625000 Penalty: 4845.132324
	Iteration 2F: 3 clusters Score -1499769 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1500354.125000 Penalty: 4845.132324
	Iteration 3F: 3 clusters Score -1500354 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1500865.875000 Penalty: 4845.132324
	Iteration 4F: 3 clusters Score -1500866 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1501385.250000 Penalty: 4845.132324
	Iteration 5Q: 3 clusters Score -1501385 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1501846.125000 Penalty: 4845.132324
	Iteration 6Q: 3 clusters Score -1501846 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1502281.500000 Penalty: 4845.132324
	Iteration 7Q: 3 clusters Score -1502282 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1502682.375000 Penalty: 4845.132324
	Iteration 8Q: 3 clusters Score -1502682 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1503012.250000 Penalty: 4845.132324
	Iteration 9Q: 3 clusters Score -1503012 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1503296.375000 Penalty: 4845.132324
	Iteration 10Q: 3 clusters Score -1503296 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1503508.250000 Penalty: 4845.132324
	Iteration 11Q: 3 clusters Score -1503508 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1503727.250000 Penalty: 4845.132324
	Iteration 12Q: 3 clusters Score -1503727 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1503922.250000 Penalty: 4845.132324
	Iteration 13Q: 3 clusters Score -1503922 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1504071.000000 Penalty: 4845.132324
	Iteration 14Q: 3 clusters Score -1504071 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1504220.875000 Penalty: 4845.132324
	Iteration 15Q: 3 clusters Score -1504221 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1504360.375000 Penalty: 4845.132324
	Iteration 16Q: 3 clusters Score -1504360 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1504487.750000 Penalty: 4845.132324
	Iteration 17Q: 3 clusters Score -1504488 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1504596.000000 Penalty: 4845.132324
	Iteration 18Q: 3 clusters Score -1504596 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1504696.250000 Penalty: 4845.132324
	Iteration 19Q: 3 clusters Score -1504696 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1504782.125000 Penalty: 4845.132324
	Iteration 20F: 3 clusters Score -1504782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1504864.000000 Penalty: 4845.132324
	Iteration 21Q: 3 clusters Score -1504864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1504942.750000 Penalty: 4845.132324
	Iteration 22Q: 3 clusters Score -1504943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1504998.375000 Penalty: 4845.132324
	Iteration 23Q: 3 clusters Score -1504998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1505041.000000 Penalty: 4845.132324
	Iteration 24Q: 3 clusters Score -1505041 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1505089.625000 Penalty: 4845.132324
	Iteration 25Q: 3 clusters Score -1505090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1505122.875000 Penalty: 4845.132324
	Iteration 26Q: 3 clusters Score -1505123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1505142.750000 Penalty: 4845.132324
	Iteration 27Q: 3 clusters Score -1505143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1505165.125000 Penalty: 4845.132324
	Iteration 28Q: 3 clusters Score -1505165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1505183.375000 Penalty: 4845.132324
	Iteration 29Q: 3 clusters Score -1505183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1505199.750000 Penalty: 4845.132324
	Iteration 30Q: 3 clusters Score -1505200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1505204.750000 Penalty: 4845.132324
	Iteration 31Q: 3 clusters Score -1505205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1505209.250000 Penalty: 4845.132324
	Iteration 32Q: 3 clusters Score -1505209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1505214.750000 Penalty: 4845.132324
	Iteration 33Q: 3 clusters Score -1505215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1505220.250000 Penalty: 4845.132324
	Iteration 34Q: 3 clusters Score -1505220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1505224.125000 Penalty: 4845.132324
	Iteration 35Q: 3 clusters Score -1505224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1505225.875000 Penalty: 4845.132324
	Iteration 36Q: 3 clusters Score -1505226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1505231.250000 Penalty: 4845.132324
	Iteration 37Q: 3 clusters Score -1505231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1505234.375000 Penalty: 4845.132324
	Iteration 38Q: 3 clusters Score -1505234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1505238.250000 Penalty: 4845.132324
	Iteration 39Q: 3 clusters Score -1505238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1505241.000000 Penalty: 4845.132324
	Iteration 40F: 3 clusters Score -1505241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1505239.250000 Penalty: 4845.132324
	Iteration 41Q: 3 clusters Score -1505239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1505238.375000 Penalty: 4845.132324
	Iteration 42Q: 3 clusters Score -1505238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1505242.375000 Penalty: 4845.132324
	Iteration 43Q: 3 clusters Score -1505242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1505240.875000 Penalty: 4845.132324
	Iteration 44Q: 3 clusters Score -1505241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1505243.625000 Penalty: 4845.132324
	Iteration 45Q: 3 clusters Score -1505244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1505243.250000 Penalty: 4845.132324
	Iteration 46Q: 3 clusters Score -1505243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1505248.750000 Penalty: 4845.132324
	Iteration 47Q: 3 clusters Score -1505249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1505252.250000 Penalty: 4845.132324
	Iteration 48Q: 3 clusters Score -1505252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1505257.125000 Penalty: 4845.132324
	Iteration 49Q: 3 clusters Score -1505257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1505255.750000 Penalty: 4845.132324
	Iteration 50Q: 3 clusters Score -1505256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1505259.000000 Penalty: 4845.132324
	Iteration 51Q: 3 clusters Score -1505259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1505262.250000 Penalty: 4845.132324
	Iteration 52Q: 3 clusters Score -1505262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1505263.750000 Penalty: 4845.132324
	Iteration 53Q: 3 clusters Score -1505264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1505266.750000 Penalty: 4845.132324
	Iteration 54Q: 3 clusters Score -1505267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1505270.250000 Penalty: 4845.132324
	Iteration 55Q: 3 clusters Score -1505270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1505271.000000 Penalty: 4845.132324
	Iteration 56Q: 3 clusters Score -1505271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1505275.000000 Penalty: 4845.132324
	Iteration 57Q: 3 clusters Score -1505275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1505276.000000 Penalty: 4845.132324
	Iteration 58Q: 3 clusters Score -1505276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1505278.625000 Penalty: 4845.132324
	Iteration 59Q: 3 clusters Score -1505279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1505282.875000 Penalty: 4845.132324
	Iteration 60F: 3 clusters Score -1505283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1505281.500000 Penalty: 4845.132324
	Iteration 61Q: 3 clusters Score -1505282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1505279.875000 Penalty: 4845.132324
	Iteration 62Q: 3 clusters Score -1505280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1505282.500000 Penalty: 4845.132324
	Iteration 63Q: 3 clusters Score -1505282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1505282.500000 Penalty: 4845.132324
	Iteration 64F: 3 clusters Score -1505282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Entering Unmasked Estep 
Score: -3609140.000000 Penalty: 2631.694580
	Iteration 0F: 2 clusters Score -3609140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3581755.000000 Penalty: 5263.389160
	Iteration 0F: 3 clusters Score -3581755 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3591666.500000 Penalty: 5263.389160
	Iteration 1F: 3 clusters Score -3591666 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3592203.000000 Penalty: 5263.389160
	Iteration 2Q: 3 clusters Score -3592203 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3592803.500000 Penalty: 5263.389160
	Iteration 3Q: 3 clusters Score -3592804 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3593429.000000 Penalty: 5263.389160
	Iteration 4Q: 3 clusters Score -3593429 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3594239.500000 Penalty: 5263.389160
	Iteration 5Q: 3 clusters Score -3594240 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3595209.250000 Penalty: 5263.389160
	Iteration 6Q: 3 clusters Score -3595209 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3596341.000000 Penalty: 5263.389160
	Iteration 7F: 3 clusters Score -3596341 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3597784.750000 Penalty: 5263.389160
	Iteration 8F: 3 clusters Score -3597785 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3599506.250000 Penalty: 5263.389160
	Iteration 9F: 3 clusters Score -3599506 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3601253.750000 Penalty: 5263.389160
	Iteration 10F: 3 clusters Score -3601254 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3602336.000000 Penalty: 5263.389160
	Iteration 11Q: 3 clusters Score -3602336 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3602885.250000 Penalty: 5263.389160
	Iteration 12Q: 3 clusters Score -3602885 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3603124.500000 Penalty: 5263.389160
	Iteration 13Q: 3 clusters Score -3603124 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3603314.000000 Penalty: 5263.389160
	Iteration 14Q: 3 clusters Score -3603314 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3603485.500000 Penalty: 5263.389160
	Iteration 15Q: 3 clusters Score -3603486 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3603691.500000 Penalty: 5263.389160
	Iteration 16Q: 3 clusters Score -3603692 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3603897.750000 Penalty: 5263.389160
	Iteration 17Q: 3 clusters Score -3603898 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3604074.250000 Penalty: 5263.389160
	Iteration 18Q: 3 clusters Score -3604074 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3604243.500000 Penalty: 5263.389160
	Iteration 19Q: 3 clusters Score -3604244 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3604401.750000 Penalty: 5263.389160
	Iteration 20F: 3 clusters Score -3604402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3604522.000000 Penalty: 5263.389160
	Iteration 21Q: 3 clusters Score -3604522 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3604615.250000 Penalty: 5263.389160
	Iteration 22Q: 3 clusters Score -3604615 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3604699.250000 Penalty: 5263.389160
	Iteration 23Q: 3 clusters Score -3604699 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3604756.250000 Penalty: 5263.389160
	Iteration 24Q: 3 clusters Score -3604756 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3604797.250000 Penalty: 5263.389160
	Iteration 25Q: 3 clusters Score -3604797 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3604847.750000 Penalty: 5263.389160
	Iteration 26Q: 3 clusters Score -3604848 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3604868.000000 Penalty: 5263.389160
	Iteration 27Q: 3 clusters Score -3604868 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3604899.000000 Penalty: 5263.389160
	Iteration 28Q: 3 clusters Score -3604899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3604919.000000 Penalty: 5263.389160
	Iteration 29Q: 3 clusters Score -3604919 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3604951.750000 Penalty: 5263.389160
	Iteration 30Q: 3 clusters Score -3604952 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3604964.750000 Penalty: 5263.389160
	Iteration 31Q: 3 clusters Score -3604965 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3604976.000000 Penalty: 5263.389160
	Iteration 32Q: 3 clusters Score -3604976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3604983.500000 Penalty: 5263.389160
	Iteration 33Q: 3 clusters Score -3604984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3604976.000000 Penalty: 5263.389160
	Iteration 34Q: 3 clusters Score -3604976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3604979.000000 Penalty: 5263.389160
	Iteration 35Q: 3 clusters Score -3604979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3604991.750000 Penalty: 5263.389160
	Iteration 36Q: 3 clusters Score -3604992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3604989.750000 Penalty: 5263.389160
	Iteration 37Q: 3 clusters Score -3604990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3604991.000000 Penalty: 5263.389160
	Iteration 38Q: 3 clusters Score -3604991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3604997.750000 Penalty: 5263.389160
	Iteration 39Q: 3 clusters Score -3604998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3605008.250000 Penalty: 5263.389160
	Iteration 40F: 3 clusters Score -3605008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3605011.000000 Penalty: 5263.389160
	Iteration 41Q: 3 clusters Score -3605011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3605023.000000 Penalty: 5263.389160
	Iteration 42Q: 3 clusters Score -3605023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3605016.250000 Penalty: 5263.389160
	Iteration 43Q: 3 clusters Score -3605016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3605014.000000 Penalty: 5263.389160
	Iteration 44Q: 3 clusters Score -3605014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3605014.000000 Penalty: 5263.389160
	Iteration 45Q: 3 clusters Score -3605014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3605021.250000 Penalty: 5263.389160
	Iteration 46Q: 3 clusters Score -3605021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3605022.750000 Penalty: 5263.389160
	Iteration 47Q: 3 clusters Score -3605023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3605020.750000 Penalty: 5263.389160
	Iteration 48Q: 3 clusters Score -3605021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3605020.750000 Penalty: 5263.389160
	Iteration 49Q: 3 clusters Score -3605021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3605020.250000 Penalty: 5263.389160
	Iteration 50Q: 3 clusters Score -3605020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3605018.750000 Penalty: 5263.389160
	Iteration 51Q: 3 clusters Score -3605019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3605022.750000 Penalty: 5263.389160
	Iteration 52Q: 3 clusters Score -3605023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3605015.250000 Penalty: 5263.389160
	Iteration 53Q: 3 clusters Score -3605015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3605017.000000 Penalty: 5263.389160
	Iteration 54Q: 3 clusters Score -3605017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3605014.750000 Penalty: 5263.389160
	Iteration 55Q: 3 clusters Score -3605015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3605020.250000 Penalty: 5263.389160
	Iteration 56Q: 3 clusters Score -3605020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3605021.250000 Penalty: 5263.389160
	Iteration 57Q: 3 clusters Score -3605021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3605017.500000 Penalty: 5263.389160
	Iteration 58Q: 3 clusters Score -3605018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3605017.500000 Penalty: 5263.389160
	Iteration 59Q: 3 clusters Score -3605018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3605008.000000 Penalty: 5263.389160
	Iteration 60F: 3 clusters Score -3605008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3605010.500000 Penalty: 5263.389160
	Iteration 61Q: 3 clusters Score -3605010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3605007.000000 Penalty: 5263.389160
	Iteration 62Q: 3 clusters Score -3605007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3605003.750000 Penalty: 5263.389160
	Iteration 63Q: 3 clusters Score -3605004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3605006.750000 Penalty: 5263.389160
	Iteration 64Q: 3 clusters Score -3605007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3605007.250000 Penalty: 5263.389160
	Iteration 65Q: 3 clusters Score -3605007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3605005.250000 Penalty: 5263.389160
	Iteration 66Q: 3 clusters Score -3605005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3605005.250000 Penalty: 5263.389160
	Iteration 67F: 3 clusters Score -3605005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Entering Unmasked Estep 
Score: -2370762.000000 Penalty: 2523.580078
	Iteration 0F: 2 clusters Score -2370762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2352645.500000 Penalty: 5047.160156
	Iteration 0F: 3 clusters Score -2352646 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2359075.750000 Penalty: 5047.160156
	Iteration 1F: 3 clusters Score -2359076 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2359609.750000 Penalty: 5047.160156
	Iteration 2F: 3 clusters Score -2359610 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2360091.500000 Penalty: 5047.160156
	Iteration 3Q: 3 clusters Score -2360092 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2360701.750000 Penalty: 5047.160156
	Iteration 4Q: 3 clusters Score -2360702 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2361497.750000 Penalty: 5047.160156
	Iteration 5F: 3 clusters Score -2361498 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2362590.750000 Penalty: 5047.160156
	Iteration 6F: 3 clusters Score -2362591 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2363816.000000 Penalty: 5047.160156
	Iteration 7F: 3 clusters Score -2363816 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2365138.750000 Penalty: 5047.160156
	Iteration 8F: 3 clusters Score -2365139 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2366355.500000 Penalty: 5047.160156
	Iteration 9F: 3 clusters Score -2366356 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2367310.250000 Penalty: 5047.160156
	Iteration 10Q: 3 clusters Score -2367310 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2368004.000000 Penalty: 5047.160156
	Iteration 11Q: 3 clusters Score -2368004 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2368383.000000 Penalty: 5047.160156
	Iteration 12Q: 3 clusters Score -2368383 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2368603.000000 Penalty: 5047.160156
	Iteration 13Q: 3 clusters Score -2368603 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2368751.250000 Penalty: 5047.160156
	Iteration 14Q: 3 clusters Score -2368751 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2368839.500000 Penalty: 5047.160156
	Iteration 15Q: 3 clusters Score -2368840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2368885.750000 Penalty: 5047.160156
	Iteration 16Q: 3 clusters Score -2368886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2368934.500000 Penalty: 5047.160156
	Iteration 17Q: 3 clusters Score -2368934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2368987.500000 Penalty: 5047.160156
	Iteration 18Q: 3 clusters Score -2368988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2369035.500000 Penalty: 5047.160156
	Iteration 19Q: 3 clusters Score -2369036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2369068.750000 Penalty: 5047.160156
	Iteration 20F: 3 clusters Score -2369069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2369098.750000 Penalty: 5047.160156
	Iteration 21Q: 3 clusters Score -2369099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2369124.750000 Penalty: 5047.160156
	Iteration 22Q: 3 clusters Score -2369125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2369150.250000 Penalty: 5047.160156
	Iteration 23Q: 3 clusters Score -2369150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2369168.250000 Penalty: 5047.160156
	Iteration 24Q: 3 clusters Score -2369168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2369192.500000 Penalty: 5047.160156
	Iteration 25Q: 3 clusters Score -2369192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2369205.000000 Penalty: 5047.160156
	Iteration 26Q: 3 clusters Score -2369205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2369215.750000 Penalty: 5047.160156
	Iteration 27Q: 3 clusters Score -2369216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2369221.500000 Penalty: 5047.160156
	Iteration 28Q: 3 clusters Score -2369222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2369227.750000 Penalty: 5047.160156
	Iteration 29Q: 3 clusters Score -2369228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2369230.500000 Penalty: 5047.160156
	Iteration 30Q: 3 clusters Score -2369230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2369231.500000 Penalty: 5047.160156
	Iteration 31Q: 3 clusters Score -2369232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2369231.250000 Penalty: 5047.160156
	Iteration 32Q: 3 clusters Score -2369231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2369231.500000 Penalty: 5047.160156
	Iteration 33Q: 3 clusters Score -2369232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2369232.250000 Penalty: 5047.160156
	Iteration 34Q: 3 clusters Score -2369232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2369231.750000 Penalty: 5047.160156
	Iteration 35Q: 3 clusters Score -2369232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2369231.750000 Penalty: 5047.160156
	Iteration 36Q: 3 clusters Score -2369232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2369233.250000 Penalty: 5047.160156
	Iteration 37Q: 3 clusters Score -2369233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2369237.000000 Penalty: 5047.160156
	Iteration 38Q: 3 clusters Score -2369237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2369237.500000 Penalty: 5047.160156
	Iteration 39Q: 3 clusters Score -2369238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2369243.500000 Penalty: 5047.160156
	Iteration 40F: 3 clusters Score -2369244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2369241.500000 Penalty: 5047.160156
	Iteration 41Q: 3 clusters Score -2369242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2369246.250000 Penalty: 5047.160156
	Iteration 42Q: 3 clusters Score -2369246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2369247.000000 Penalty: 5047.160156
	Iteration 43Q: 3 clusters Score -2369247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2369248.250000 Penalty: 5047.160156
	Iteration 44Q: 3 clusters Score -2369248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2369249.750000 Penalty: 5047.160156
	Iteration 45Q: 3 clusters Score -2369250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2369254.250000 Penalty: 5047.160156
	Iteration 46Q: 3 clusters Score -2369254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2369258.000000 Penalty: 5047.160156
	Iteration 47Q: 3 clusters Score -2369258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2369261.250000 Penalty: 5047.160156
	Iteration 48Q: 3 clusters Score -2369261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2369264.500000 Penalty: 5047.160156
	Iteration 49Q: 3 clusters Score -2369264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2369263.500000 Penalty: 5047.160156
	Iteration 50Q: 3 clusters Score -2369264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2369263.500000 Penalty: 5047.160156
	Iteration 51Q: 3 clusters Score -2369264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2369262.500000 Penalty: 5047.160156
	Iteration 52Q: 3 clusters Score -2369262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2369262.500000 Penalty: 5047.160156
	Iteration 53F: 3 clusters Score -2369262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (133818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133818 members 
Entering Unmasked Estep 
Score: -12193873.000000 Penalty: 2927.450684
	Iteration 0F: 2 clusters Score -1.219387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -12104257.000000 Penalty: 5854.901367
	Iteration 0F: 3 clusters Score -1.210426e+07 nChanged 63841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -12141067.000000 Penalty: 5854.901367
	Iteration 1F: 3 clusters Score -1.214107e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -12142091.000000 Penalty: 5854.901367
	Iteration 2Q: 3 clusters Score -1.214209e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -12143473.000000 Penalty: 5854.901367
	Iteration 3Q: 3 clusters Score -1.214347e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -12145786.000000 Penalty: 5854.901367
	Iteration 4Q: 3 clusters Score -1.214579e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -12149401.000000 Penalty: 5854.901367
	Iteration 5F: 3 clusters Score -1.21494e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -12155103.000000 Penalty: 5854.901367
	Iteration 6F: 3 clusters Score -1.21551e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -12162865.000000 Penalty: 5854.901367
	Iteration 7F: 3 clusters Score -1.216286e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -12170776.000000 Penalty: 5854.901367
	Iteration 8F: 3 clusters Score -1.217078e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -12177357.000000 Penalty: 5854.901367
	Iteration 9F: 3 clusters Score -1.217736e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 122765 members 
Entering Unmasked Estep 
Score: -12182253.000000 Penalty: 5854.901367
	Iteration 10Q: 3 clusters Score -1.218225e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 127041 members 
Entering Unmasked Estep 
Score: -12186218.000000 Penalty: 5854.901367
	Iteration 11Q: 3 clusters Score -1.218622e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -12189002.000000 Penalty: 5854.901367
	Iteration 12Q: 3 clusters Score -1.2189e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -12190412.000000 Penalty: 5854.901367
	Iteration 13Q: 3 clusters Score -1.219041e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -12190933.000000 Penalty: 5854.901367
	Iteration 14Q: 3 clusters Score -1.219093e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -12191255.000000 Penalty: 5854.901367
	Iteration 15Q: 3 clusters Score -1.219126e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -12191401.000000 Penalty: 5854.901367
	Iteration 16Q: 3 clusters Score -1.21914e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -12191486.000000 Penalty: 5854.901367
	Iteration 17Q: 3 clusters Score -1.219149e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -12191518.000000 Penalty: 5854.901367
	Iteration 18Q: 3 clusters Score -1.219152e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -12191550.000000 Penalty: 5854.901367
	Iteration 19Q: 3 clusters Score -1.219155e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -12191567.000000 Penalty: 5854.901367
	Iteration 20F: 3 clusters Score -1.219157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -12191588.000000 Penalty: 5854.901367
	Iteration 21Q: 3 clusters Score -1.219159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -12191586.000000 Penalty: 5854.901367
	Iteration 22Q: 3 clusters Score -1.219159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -12191593.000000 Penalty: 5854.901367
	Iteration 23Q: 3 clusters Score -1.219159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 132432 members 
Entering Unmasked Estep 
Score: -12191606.000000 Penalty: 5854.901367
	Iteration 24Q: 3 clusters Score -1.219161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -12191598.000000 Penalty: 5854.901367
	Iteration 25Q: 3 clusters Score -1.21916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -12191618.000000 Penalty: 5854.901367
	Iteration 26Q: 3 clusters Score -1.219162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 132454 members 
Entering Unmasked Estep 
Score: -12191618.000000 Penalty: 5854.901367
	Iteration 27Q: 3 clusters Score -1.219162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 132465 members 
Entering Unmasked Estep 
Score: -12191630.000000 Penalty: 5854.901367
	Iteration 28Q: 3 clusters Score -1.219163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -12191636.000000 Penalty: 5854.901367
	Iteration 29Q: 3 clusters Score -1.219164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
Score: -12191634.000000 Penalty: 5854.901367
	Iteration 30Q: 3 clusters Score -1.219163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 132472 members 
Entering Unmasked Estep 
Score: -12191634.000000 Penalty: 5854.901367
	Iteration 31Q: 3 clusters Score -1.219163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -12191628.000000 Penalty: 5854.901367
	Iteration 32Q: 3 clusters Score -1.219163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 132476 members 
Entering Unmasked Estep 
Score: -12191654.000000 Penalty: 5854.901367
	Iteration 33Q: 3 clusters Score -1.219165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -12191650.000000 Penalty: 5854.901367
	Iteration 34Q: 3 clusters Score -1.219165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -12191647.000000 Penalty: 5854.901367
	Iteration 35Q: 3 clusters Score -1.219165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -12191646.000000 Penalty: 5854.901367
	Iteration 36Q: 3 clusters Score -1.219165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 132484 members 
Entering Unmasked Estep 
Score: -12191652.000000 Penalty: 5854.901367
	Iteration 37Q: 3 clusters Score -1.219165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -12191652.000000 Penalty: 5854.901367
	Iteration 38Q: 3 clusters Score -1.219165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 132493 members 
Entering Unmasked Estep 
Score: -12191649.000000 Penalty: 5854.901367
	Iteration 39Q: 3 clusters Score -1.219165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 132495 members 
Entering Unmasked Estep 
Score: -12191658.000000 Penalty: 5854.901367
	Iteration 40F: 3 clusters Score -1.219166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -12191652.000000 Penalty: 5854.901367
	Iteration 41Q: 3 clusters Score -1.219165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -12191649.000000 Penalty: 5854.901367
	Iteration 42Q: 3 clusters Score -1.219165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 132501 members 
Entering Unmasked Estep 
Score: -12191653.000000 Penalty: 5854.901367
	Iteration 43Q: 3 clusters Score -1.219165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 132503 members 
Entering Unmasked Estep 
Score: -12191654.000000 Penalty: 5854.901367
	Iteration 44Q: 3 clusters Score -1.219165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 132503 members 
Entering Unmasked Estep 
Score: -12191654.000000 Penalty: 5854.901367
	Iteration 45F: 3 clusters Score -1.219165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Entering Unmasked Estep 
Score: -8489365.000000 Penalty: 2841.640137
	Iteration 0F: 2 clusters Score -8489365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8426202.000000 Penalty: 5683.280273
	Iteration 0F: 3 clusters Score -8426202 nChanged 44653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8451305.000000 Penalty: 5683.280273
	Iteration 1F: 3 clusters Score -8451305 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8452055.000000 Penalty: 5683.280273
	Iteration 2Q: 3 clusters Score -8452055 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -8452989.000000 Penalty: 5683.280273
	Iteration 3Q: 3 clusters Score -8452989 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -8454388.000000 Penalty: 5683.280273
	Iteration 4Q: 3 clusters Score -8454388 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -8456769.000000 Penalty: 5683.280273
	Iteration 5F: 3 clusters Score -8456769 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -8460840.000000 Penalty: 5683.280273
	Iteration 6F: 3 clusters Score -8460840 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -8467342.000000 Penalty: 5683.280273
	Iteration 7F: 3 clusters Score -8467342 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -8475592.000000 Penalty: 5683.280273
	Iteration 8F: 3 clusters Score -8475592 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8482172.000000 Penalty: 5683.280273
	Iteration 9F: 3 clusters Score -8482172 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8485263.000000 Penalty: 5683.280273
	Iteration 10Q: 3 clusters Score -8485263 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8486297.000000 Penalty: 5683.280273
	Iteration 11Q: 3 clusters Score -8486297 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8486631.000000 Penalty: 5683.280273
	Iteration 12Q: 3 clusters Score -8486631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8486731.000000 Penalty: 5683.280273
	Iteration 13Q: 3 clusters Score -8486731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8486764.000000 Penalty: 5683.280273
	Iteration 14Q: 3 clusters Score -8486764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8486774.000000 Penalty: 5683.280273
	Iteration 15Q: 3 clusters Score -8486774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8486784.000000 Penalty: 5683.280273
	Iteration 16Q: 3 clusters Score -8486784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8486794.000000 Penalty: 5683.280273
	Iteration 17Q: 3 clusters Score -8486794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8486802.000000 Penalty: 5683.280273
	Iteration 18Q: 3 clusters Score -8486802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8486807.000000 Penalty: 5683.280273
	Iteration 19Q: 3 clusters Score -8486807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8486809.000000 Penalty: 5683.280273
	Iteration 20F: 3 clusters Score -8486809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -577630.625000 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -577630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -571840.062500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -571840.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -573424.750000 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -573424.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -573790.187500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -573790.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -574170.687500 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -574170.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -574652.250000 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -574652.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -575326.312500 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -575326.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -575887.562500 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -575887.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -576224.937500 Penalty: 4388.931641
	Iteration 7F: 3 clusters Score -576224.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -576401.437500 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -576401.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -576529.937500 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -576529.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -576655.312500 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -576655.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -576746.875000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -576746.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -576830.812500 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -576830.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -576915.750000 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -576915.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -576991.875000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -576991.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -577059.250000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -577059.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -577113.875000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -577113.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -577153.062500 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -577153.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -577180.937500 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -577180.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -577206.562500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -577206.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -577230.562500 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -577230.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -577249.125000 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -577249.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -577275.187500 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -577275.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -577299.312500 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -577299.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -577318.875000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -577318.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -577328.375000 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -577328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -577332.812500 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -577332.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -577338.500000 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -577338.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -577343.125000 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -577343.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -577347.062500 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -577347.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -577351.750000 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -577351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -577354.812500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -577354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -577359.750000 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -577359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -577361.250000 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -577361.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -577364.125000 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -577364.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -577367.750000 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -577367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -577368.312500 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -577368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -577368.312500 Penalty: 4388.931641
	Iteration 37F: 3 clusters Score -577368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (209608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209608 members 
Entering Unmasked Estep 
Score: -18670576.000000 Penalty: 3038.742676
	Iteration 0F: 2 clusters Score -1.867058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -18530210.000000 Penalty: 6077.485352
	Iteration 0F: 3 clusters Score -1.853021e+07 nChanged 100836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -18588752.000000 Penalty: 6077.485352
	Iteration 1F: 3 clusters Score -1.858875e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -18589966.000000 Penalty: 6077.485352
	Iteration 2Q: 3 clusters Score -1.858997e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -18591260.000000 Penalty: 6077.485352
	Iteration 3Q: 3 clusters Score -1.859126e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -18593072.000000 Penalty: 6077.485352
	Iteration 4Q: 3 clusters Score -1.859307e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -18595922.000000 Penalty: 6077.485352
	Iteration 5Q: 3 clusters Score -1.859592e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133266 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -18601128.000000 Penalty: 6077.485352
	Iteration 6F: 3 clusters Score -1.860113e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -18609626.000000 Penalty: 6077.485352
	Iteration 7F: 3 clusters Score -1.860963e+07 nChanged 16991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -18623406.000000 Penalty: 6077.485352
	Iteration 8F: 3 clusters Score -1.862341e+07 nChanged 18070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -18640502.000000 Penalty: 6077.485352
	Iteration 9F: 3 clusters Score -1.86405e+07 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195828 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -18655112.000000 Penalty: 6077.485352
	Iteration 10F: 3 clusters Score -1.865511e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204147 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -18663178.000000 Penalty: 6077.485352
	Iteration 11Q: 3 clusters Score -1.866318e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207598 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -18666246.000000 Penalty: 6077.485352
	Iteration 12Q: 3 clusters Score -1.866625e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208711 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18667224.000000 Penalty: 6077.485352
	Iteration 13Q: 3 clusters Score -1.866722e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209050 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -18667614.000000 Penalty: 6077.485352
	Iteration 14Q: 3 clusters Score -1.866761e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18667758.000000 Penalty: 6077.485352
	Iteration 15Q: 3 clusters Score -1.866776e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18667846.000000 Penalty: 6077.485352
	Iteration 16Q: 3 clusters Score -1.866785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209264 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18667896.000000 Penalty: 6077.485352
	Iteration 17Q: 3 clusters Score -1.86679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18667926.000000 Penalty: 6077.485352
	Iteration 18Q: 3 clusters Score -1.866793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18667934.000000 Penalty: 6077.485352
	Iteration 19Q: 3 clusters Score -1.866793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209276 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18667928.000000 Penalty: 6077.485352
	Iteration 20F: 3 clusters Score -1.866793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209279 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18667934.000000 Penalty: 6077.485352
	Iteration 21Q: 3 clusters Score -1.866793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18667948.000000 Penalty: 6077.485352
	Iteration 22Q: 3 clusters Score -1.866795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18667948.000000 Penalty: 6077.485352
	Iteration 23Q: 3 clusters Score -1.866795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18667948.000000 Penalty: 6077.485352
	Iteration 24Q: 3 clusters Score -1.866795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18667962.000000 Penalty: 6077.485352
	Iteration 25Q: 3 clusters Score -1.866796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209289 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18667960.000000 Penalty: 6077.485352
	Iteration 26Q: 3 clusters Score -1.866796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18667950.000000 Penalty: 6077.485352
	Iteration 27Q: 3 clusters Score -1.866795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18667948.000000 Penalty: 6077.485352
	Iteration 28Q: 3 clusters Score -1.866795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18667948.000000 Penalty: 6077.485352
	Iteration 29F: 3 clusters Score -1.866795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Entering Unmasked Estep 
Score: -2123365.500000 Penalty: 2505.268066
	Iteration 0F: 2 clusters Score -2123366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2106581.750000 Penalty: 5010.536133
	Iteration 0F: 3 clusters Score -2106582 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2112424.750000 Penalty: 5010.536133
	Iteration 1F: 3 clusters Score -2112425 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2112996.250000 Penalty: 5010.536133
	Iteration 2F: 3 clusters Score -2112996 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2113694.500000 Penalty: 5010.536133
	Iteration 3F: 3 clusters Score -2113694 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2114579.000000 Penalty: 5010.536133
	Iteration 4F: 3 clusters Score -2114579 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2115714.250000 Penalty: 5010.536133
	Iteration 5F: 3 clusters Score -2115714 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2116969.500000 Penalty: 5010.536133
	Iteration 6F: 3 clusters Score -2116970 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2118106.000000 Penalty: 5010.536133
	Iteration 7F: 3 clusters Score -2118106 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2118973.500000 Penalty: 5010.536133
	Iteration 8F: 3 clusters Score -2118974 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2119576.750000 Penalty: 5010.536133
	Iteration 9Q: 3 clusters Score -2119577 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2119983.250000 Penalty: 5010.536133
	Iteration 10Q: 3 clusters Score -2119983 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2120327.250000 Penalty: 5010.536133
	Iteration 11Q: 3 clusters Score -2120327 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2120598.500000 Penalty: 5010.536133
	Iteration 12Q: 3 clusters Score -2120598 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2120792.500000 Penalty: 5010.536133
	Iteration 13Q: 3 clusters Score -2120792 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2120937.500000 Penalty: 5010.536133
	Iteration 14Q: 3 clusters Score -2120938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2121008.500000 Penalty: 5010.536133
	Iteration 15Q: 3 clusters Score -2121008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2121068.250000 Penalty: 5010.536133
	Iteration 16Q: 3 clusters Score -2121068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2121107.750000 Penalty: 5010.536133
	Iteration 17Q: 3 clusters Score -2121108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2121150.500000 Penalty: 5010.536133
	Iteration 18Q: 3 clusters Score -2121150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2121177.000000 Penalty: 5010.536133
	Iteration 19Q: 3 clusters Score -2121177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2121191.250000 Penalty: 5010.536133
	Iteration 20F: 3 clusters Score -2121191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2121206.500000 Penalty: 5010.536133
	Iteration 21Q: 3 clusters Score -2121206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2121213.500000 Penalty: 5010.536133
	Iteration 22Q: 3 clusters Score -2121214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2121224.500000 Penalty: 5010.536133
	Iteration 23Q: 3 clusters Score -2121224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2121233.500000 Penalty: 5010.536133
	Iteration 24Q: 3 clusters Score -2121234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2121246.000000 Penalty: 5010.536133
	Iteration 25Q: 3 clusters Score -2121246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2121248.750000 Penalty: 5010.536133
	Iteration 26Q: 3 clusters Score -2121249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2121257.250000 Penalty: 5010.536133
	Iteration 27Q: 3 clusters Score -2121257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2121257.750000 Penalty: 5010.536133
	Iteration 28Q: 3 clusters Score -2121258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2121265.750000 Penalty: 5010.536133
	Iteration 29Q: 3 clusters Score -2121266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2121268.500000 Penalty: 5010.536133
	Iteration 30Q: 3 clusters Score -2121268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2121269.250000 Penalty: 5010.536133
	Iteration 31Q: 3 clusters Score -2121269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2121279.500000 Penalty: 5010.536133
	Iteration 32Q: 3 clusters Score -2121280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2121285.500000 Penalty: 5010.536133
	Iteration 33Q: 3 clusters Score -2121286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2121288.500000 Penalty: 5010.536133
	Iteration 34Q: 3 clusters Score -2121288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2121298.500000 Penalty: 5010.536133
	Iteration 35Q: 3 clusters Score -2121298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2121302.250000 Penalty: 5010.536133
	Iteration 36Q: 3 clusters Score -2121302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2121305.750000 Penalty: 5010.536133
	Iteration 37Q: 3 clusters Score -2121306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2121305.500000 Penalty: 5010.536133
	Iteration 38Q: 3 clusters Score -2121306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2121305.000000 Penalty: 5010.536133
	Iteration 39Q: 3 clusters Score -2121305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2121306.500000 Penalty: 5010.536133
	Iteration 40F: 3 clusters Score -2121306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -317630.000000 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -317630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -313838.687500 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -313838.7 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -314767.906250 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -314767.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -314999.593750 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -314999.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -315138.406250 Penalty: 4090.231445
	Iteration 3F: 3 clusters Score -315138.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -315239.531250 Penalty: 4090.231445
	Iteration 4Q: 3 clusters Score -315239.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -315316.093750 Penalty: 4090.231445
	Iteration 5Q: 3 clusters Score -315316.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -315372.531250 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -315372.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -315436.531250 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -315436.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -315500.843750 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -315500.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -315560.656250 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -315560.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -315664.625000 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -315664.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -315848.500000 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -315848.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -316049.843750 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -316049.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -316207.000000 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -316207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -316279.312500 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -316279.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -316319.312500 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -316319.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -316347.968750 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -316348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316373.437500 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -316373.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -316402.531250 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -316402.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -316434.968750 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -316435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -316464.250000 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -316464.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -316504.968750 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -316505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -316547.812500 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -316547.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -316588.875000 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -316588.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -316631.125000 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -316631.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -316675.843750 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -316675.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -316709.500000 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -316709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -316737.843750 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -316737.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -316768.812500 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -316768.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -316803.062500 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -316803.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -316833.062500 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -316833.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -316871.406250 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -316871.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -316904.500000 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -316904.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -316937.656250 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -316937.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -316960.968750 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -316961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -316983.781250 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -316983.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -317000.312500 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -317000.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -317024.281250 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -317024.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -317052.968750 Penalty: 4090.231445
	Iteration 38Q: 3 clusters Score -317053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -317083.156250 Penalty: 4090.231445
	Iteration 39Q: 3 clusters Score -317083.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -317115.125000 Penalty: 4090.231445
	Iteration 40F: 3 clusters Score -317115.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -317137.468750 Penalty: 4090.231445
	Iteration 41Q: 3 clusters Score -317137.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -317151.562500 Penalty: 4090.231445
	Iteration 42Q: 3 clusters Score -317151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -317162.000000 Penalty: 4090.231445
	Iteration 43Q: 3 clusters Score -317162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -317167.468750 Penalty: 4090.231445
	Iteration 44Q: 3 clusters Score -317167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -317169.250000 Penalty: 4090.231445
	Iteration 45Q: 3 clusters Score -317169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -317169.625000 Penalty: 4090.231445
	Iteration 46Q: 3 clusters Score -317169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -317170.031250 Penalty: 4090.231445
	Iteration 47Q: 3 clusters Score -317170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -317170.031250 Penalty: 4090.231445
	Iteration 48F: 3 clusters Score -317170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Entering Unmasked Estep 
Score: -5799614.500000 Penalty: 2745.848145
	Iteration 0F: 2 clusters Score -5799614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -5756440.000000 Penalty: 5491.696289
	Iteration 0F: 3 clusters Score -5756440 nChanged 30003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -5773589.000000 Penalty: 5491.696289
	Iteration 1F: 3 clusters Score -5773589 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5774503.500000 Penalty: 5491.696289
	Iteration 2Q: 3 clusters Score -5774504 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5775479.500000 Penalty: 5491.696289
	Iteration 3Q: 3 clusters Score -5775480 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5776894.500000 Penalty: 5491.696289
	Iteration 4Q: 3 clusters Score -5776894 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5778706.500000 Penalty: 5491.696289
	Iteration 5F: 3 clusters Score -5778706 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5781086.000000 Penalty: 5491.696289
	Iteration 6F: 3 clusters Score -5781086 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5784091.500000 Penalty: 5491.696289
	Iteration 7F: 3 clusters Score -5784092 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -5787157.500000 Penalty: 5491.696289
	Iteration 8F: 3 clusters Score -5787158 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5789873.000000 Penalty: 5491.696289
	Iteration 9F: 3 clusters Score -5789873 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -5791694.000000 Penalty: 5491.696289
	Iteration 10Q: 3 clusters Score -5791694 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -5792887.000000 Penalty: 5491.696289
	Iteration 11Q: 3 clusters Score -5792887 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -5793692.500000 Penalty: 5491.696289
	Iteration 12Q: 3 clusters Score -5793692 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -5794453.000000 Penalty: 5491.696289
	Iteration 13Q: 3 clusters Score -5794453 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -5795215.000000 Penalty: 5491.696289
	Iteration 14Q: 3 clusters Score -5795215 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -5796034.000000 Penalty: 5491.696289
	Iteration 15Q: 3 clusters Score -5796034 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -5796814.500000 Penalty: 5491.696289
	Iteration 16Q: 3 clusters Score -5796814 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5797367.500000 Penalty: 5491.696289
	Iteration 17Q: 3 clusters Score -5797368 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -5797729.500000 Penalty: 5491.696289
	Iteration 18Q: 3 clusters Score -5797730 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -5797882.000000 Penalty: 5491.696289
	Iteration 19Q: 3 clusters Score -5797882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -5797986.000000 Penalty: 5491.696289
	Iteration 20F: 3 clusters Score -5797986 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -5798032.500000 Penalty: 5491.696289
	Iteration 21Q: 3 clusters Score -5798032 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -5798063.500000 Penalty: 5491.696289
	Iteration 22Q: 3 clusters Score -5798064 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -5798085.000000 Penalty: 5491.696289
	Iteration 23Q: 3 clusters Score -5798085 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -5798088.500000 Penalty: 5491.696289
	Iteration 24Q: 3 clusters Score -5798088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -5798103.500000 Penalty: 5491.696289
	Iteration 25Q: 3 clusters Score -5798104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -5798101.500000 Penalty: 5491.696289
	Iteration 26Q: 3 clusters Score -5798102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -5798109.000000 Penalty: 5491.696289
	Iteration 27Q: 3 clusters Score -5798109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -5798108.000000 Penalty: 5491.696289
	Iteration 28Q: 3 clusters Score -5798108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -5798120.500000 Penalty: 5491.696289
	Iteration 29Q: 3 clusters Score -5798120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 30Q: 3 clusters Score -5798112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -5798105.500000 Penalty: 5491.696289
	Iteration 31Q: 3 clusters Score -5798106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -5798105.500000 Penalty: 5491.696289
	Iteration 32Q: 3 clusters Score -5798106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -5798111.000000 Penalty: 5491.696289
	Iteration 33Q: 3 clusters Score -5798111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 34Q: 3 clusters Score -5798112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -5798107.000000 Penalty: 5491.696289
	Iteration 35Q: 3 clusters Score -5798107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -5798109.500000 Penalty: 5491.696289
	Iteration 36Q: 3 clusters Score -5798110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 37Q: 3 clusters Score -5798112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 38Q: 3 clusters Score -5798112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 39Q: 3 clusters Score -5798112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -5798113.500000 Penalty: 5491.696289
	Iteration 40F: 3 clusters Score -5798114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -5798113.000000 Penalty: 5491.696289
	Iteration 41Q: 3 clusters Score -5798113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -5798111.500000 Penalty: 5491.696289
	Iteration 42Q: 3 clusters Score -5798112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -5798109.500000 Penalty: 5491.696289
	Iteration 43Q: 3 clusters Score -5798110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -5798119.500000 Penalty: 5491.696289
	Iteration 44Q: 3 clusters Score -5798120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -5798117.500000 Penalty: 5491.696289
	Iteration 45Q: 3 clusters Score -5798118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -5798121.500000 Penalty: 5491.696289
	Iteration 46Q: 3 clusters Score -5798122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -5798124.500000 Penalty: 5491.696289
	Iteration 47Q: 3 clusters Score -5798124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -5798115.500000 Penalty: 5491.696289
	Iteration 48Q: 3 clusters Score -5798116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -5798117.000000 Penalty: 5491.696289
	Iteration 49Q: 3 clusters Score -5798117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -5798115.500000 Penalty: 5491.696289
	Iteration 50Q: 3 clusters Score -5798116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -5798119.000000 Penalty: 5491.696289
	Iteration 51Q: 3 clusters Score -5798119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -5798117.000000 Penalty: 5491.696289
	Iteration 52Q: 3 clusters Score -5798117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -5798121.500000 Penalty: 5491.696289
	Iteration 53Q: 3 clusters Score -5798122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -5798118.000000 Penalty: 5491.696289
	Iteration 54Q: 3 clusters Score -5798118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -5798118.500000 Penalty: 5491.696289
	Iteration 55Q: 3 clusters Score -5798118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -5798116.500000 Penalty: 5491.696289
	Iteration 56Q: 3 clusters Score -5798116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -5798116.000000 Penalty: 5491.696289
	Iteration 57Q: 3 clusters Score -5798116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -5798121.000000 Penalty: 5491.696289
	Iteration 58Q: 3 clusters Score -5798121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -5798113.500000 Penalty: 5491.696289
	Iteration 59Q: 3 clusters Score -5798114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 60F: 3 clusters Score -5798112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -5798108.500000 Penalty: 5491.696289
	Iteration 61Q: 3 clusters Score -5798108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 62Q: 3 clusters Score -5798112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -5798112.000000 Penalty: 5491.696289
	Iteration 63F: 3 clusters Score -5798112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Entering Unmasked Estep 
Score: -1827061.750000 Penalty: 2463.371338
	Iteration 0F: 2 clusters Score -1827062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1812596.125000 Penalty: 4926.742676
	Iteration 0F: 3 clusters Score -1812596 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1817259.000000 Penalty: 4926.742676
	Iteration 1F: 3 clusters Score -1817259 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1817641.875000 Penalty: 4926.742676
	Iteration 2F: 3 clusters Score -1817642 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1818010.750000 Penalty: 4926.742676
	Iteration 3Q: 3 clusters Score -1818011 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1818377.875000 Penalty: 4926.742676
	Iteration 4Q: 3 clusters Score -1818378 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1818704.750000 Penalty: 4926.742676
	Iteration 5Q: 3 clusters Score -1818705 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1819040.875000 Penalty: 4926.742676
	Iteration 6Q: 3 clusters Score -1819041 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1819475.875000 Penalty: 4926.742676
	Iteration 7Q: 3 clusters Score -1819476 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1819995.625000 Penalty: 4926.742676
	Iteration 8Q: 3 clusters Score -1819996 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1820691.375000 Penalty: 4926.742676
	Iteration 9F: 3 clusters Score -1820691 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1821506.500000 Penalty: 4926.742676
	Iteration 10F: 3 clusters Score -1821506 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1822262.875000 Penalty: 4926.742676
	Iteration 11Q: 3 clusters Score -1822263 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1822911.250000 Penalty: 4926.742676
	Iteration 12Q: 3 clusters Score -1822911 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1823332.250000 Penalty: 4926.742676
	Iteration 13Q: 3 clusters Score -1823332 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1823609.625000 Penalty: 4926.742676
	Iteration 14Q: 3 clusters Score -1823610 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1823794.250000 Penalty: 4926.742676
	Iteration 15Q: 3 clusters Score -1823794 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1823924.625000 Penalty: 4926.742676
	Iteration 16Q: 3 clusters Score -1823925 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1824064.375000 Penalty: 4926.742676
	Iteration 17Q: 3 clusters Score -1824064 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1824170.500000 Penalty: 4926.742676
	Iteration 18Q: 3 clusters Score -1824170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1824249.125000 Penalty: 4926.742676
	Iteration 19Q: 3 clusters Score -1824249 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1824339.500000 Penalty: 4926.742676
	Iteration 20F: 3 clusters Score -1824340 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1824404.875000 Penalty: 4926.742676
	Iteration 21Q: 3 clusters Score -1824405 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1824467.875000 Penalty: 4926.742676
	Iteration 22Q: 3 clusters Score -1824468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1824521.875000 Penalty: 4926.742676
	Iteration 23Q: 3 clusters Score -1824522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1824558.250000 Penalty: 4926.742676
	Iteration 24Q: 3 clusters Score -1824558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1824586.500000 Penalty: 4926.742676
	Iteration 25Q: 3 clusters Score -1824586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1824627.625000 Penalty: 4926.742676
	Iteration 26Q: 3 clusters Score -1824628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1824657.750000 Penalty: 4926.742676
	Iteration 27Q: 3 clusters Score -1824658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1824684.000000 Penalty: 4926.742676
	Iteration 28Q: 3 clusters Score -1824684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1824718.125000 Penalty: 4926.742676
	Iteration 29Q: 3 clusters Score -1824718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1824743.625000 Penalty: 4926.742676
	Iteration 30Q: 3 clusters Score -1824744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1824765.000000 Penalty: 4926.742676
	Iteration 31Q: 3 clusters Score -1824765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1824782.500000 Penalty: 4926.742676
	Iteration 32Q: 3 clusters Score -1824782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1824797.125000 Penalty: 4926.742676
	Iteration 33Q: 3 clusters Score -1824797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1824811.000000 Penalty: 4926.742676
	Iteration 34Q: 3 clusters Score -1824811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1824828.500000 Penalty: 4926.742676
	Iteration 35Q: 3 clusters Score -1824828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1824837.625000 Penalty: 4926.742676
	Iteration 36Q: 3 clusters Score -1824838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1824853.500000 Penalty: 4926.742676
	Iteration 37Q: 3 clusters Score -1824854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1824863.500000 Penalty: 4926.742676
	Iteration 38Q: 3 clusters Score -1824864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1824880.375000 Penalty: 4926.742676
	Iteration 39Q: 3 clusters Score -1824880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1824895.375000 Penalty: 4926.742676
	Iteration 40F: 3 clusters Score -1824895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1824908.875000 Penalty: 4926.742676
	Iteration 41Q: 3 clusters Score -1824909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1824931.875000 Penalty: 4926.742676
	Iteration 42Q: 3 clusters Score -1824932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1824949.875000 Penalty: 4926.742676
	Iteration 43Q: 3 clusters Score -1824950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1824962.000000 Penalty: 4926.742676
	Iteration 44Q: 3 clusters Score -1824962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1824973.125000 Penalty: 4926.742676
	Iteration 45Q: 3 clusters Score -1824973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1824982.000000 Penalty: 4926.742676
	Iteration 46Q: 3 clusters Score -1824982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1824987.250000 Penalty: 4926.742676
	Iteration 47Q: 3 clusters Score -1824987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1824998.375000 Penalty: 4926.742676
	Iteration 48Q: 3 clusters Score -1824998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -1825002.875000 Penalty: 4926.742676
	Iteration 49Q: 3 clusters Score -1825003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1825009.625000 Penalty: 4926.742676
	Iteration 50Q: 3 clusters Score -1825010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1825029.375000 Penalty: 4926.742676
	Iteration 51Q: 3 clusters Score -1825029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1825039.250000 Penalty: 4926.742676
	Iteration 52Q: 3 clusters Score -1825039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1825044.875000 Penalty: 4926.742676
	Iteration 53Q: 3 clusters Score -1825045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1825044.750000 Penalty: 4926.742676
	Iteration 54Q: 3 clusters Score -1825045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1825050.250000 Penalty: 4926.742676
	Iteration 55Q: 3 clusters Score -1825050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1825054.000000 Penalty: 4926.742676
	Iteration 56Q: 3 clusters Score -1825054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1825055.375000 Penalty: 4926.742676
	Iteration 57Q: 3 clusters Score -1825055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1825055.375000 Penalty: 4926.742676
	Iteration 58F: 3 clusters Score -1825055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Entering Unmasked Estep 
Score: -2185829.000000 Penalty: 2503.471924
	Iteration 0F: 2 clusters Score -2185829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2168993.000000 Penalty: 5006.943848
	Iteration 0F: 3 clusters Score -2168993 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2174851.750000 Penalty: 5006.943848
	Iteration 1F: 3 clusters Score -2174852 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2175535.000000 Penalty: 5006.943848
	Iteration 2F: 3 clusters Score -2175535 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2176271.000000 Penalty: 5006.943848
	Iteration 3F: 3 clusters Score -2176271 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2177145.000000 Penalty: 5006.943848
	Iteration 4F: 3 clusters Score -2177145 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2178075.500000 Penalty: 5006.943848
	Iteration 5F: 3 clusters Score -2178076 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2179176.000000 Penalty: 5006.943848
	Iteration 6F: 3 clusters Score -2179176 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2180255.250000 Penalty: 5006.943848
	Iteration 7F: 3 clusters Score -2180255 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2181321.750000 Penalty: 5006.943848
	Iteration 8F: 3 clusters Score -2181322 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2182267.500000 Penalty: 5006.943848
	Iteration 9Q: 3 clusters Score -2182268 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2182871.750000 Penalty: 5006.943848
	Iteration 10Q: 3 clusters Score -2182872 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2183161.000000 Penalty: 5006.943848
	Iteration 11Q: 3 clusters Score -2183161 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2183337.000000 Penalty: 5006.943848
	Iteration 12Q: 3 clusters Score -2183337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2183420.500000 Penalty: 5006.943848
	Iteration 13Q: 3 clusters Score -2183420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2183489.750000 Penalty: 5006.943848
	Iteration 14Q: 3 clusters Score -2183490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2183529.250000 Penalty: 5006.943848
	Iteration 15Q: 3 clusters Score -2183529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2183553.500000 Penalty: 5006.943848
	Iteration 16Q: 3 clusters Score -2183554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2183567.750000 Penalty: 5006.943848
	Iteration 17Q: 3 clusters Score -2183568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2183582.750000 Penalty: 5006.943848
	Iteration 18Q: 3 clusters Score -2183583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2183598.500000 Penalty: 5006.943848
	Iteration 19Q: 3 clusters Score -2183598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2183605.000000 Penalty: 5006.943848
	Iteration 20F: 3 clusters Score -2183605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2183608.000000 Penalty: 5006.943848
	Iteration 21Q: 3 clusters Score -2183608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2183608.750000 Penalty: 5006.943848
	Iteration 22Q: 3 clusters Score -2183609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2183610.750000 Penalty: 5006.943848
	Iteration 23Q: 3 clusters Score -2183611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2183610.750000 Penalty: 5006.943848
	Iteration 24F: 3 clusters Score -2183611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -285145.968750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -285146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -281567.968750 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -281568 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -282362.281250 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -282362.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -282556.187500 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -282556.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -282687.562500 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -282687.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -282836.531250 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -282836.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -283044.500000 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -283044.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -283259.093750 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -283259.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -283428.000000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -283428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -283613.000000 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -283613 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -283809.687500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -283809.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -283989.468750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -283989.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -284185.156250 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -284185.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -284348.031250 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -284348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -284489.625000 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -284489.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -284626.406250 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -284626.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -284732.437500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -284732.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -284836.125000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -284836.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -284931.843750 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -284931.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -285020.625000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -285020.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -285079.000000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -285079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -285131.406250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -285131.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -285158.281250 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -285158.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -285168.656250 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -285168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -285175.937500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -285175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -285184.437500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -285184.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -285188.687500 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -285188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -285191.062500 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -285191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -285192.125000 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -285192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -285196.187500 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -285196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -285197.468750 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -285197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -285199.125000 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -285199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -285199.375000 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -285199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -285199.375000 Penalty: 4050.443115
	Iteration 32F: 3 clusters Score -285199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 36577 members 
Mstep: Class 4 contains 14155 members 
Mstep: Class 5 contains 17473 members 
Mstep: Class 6 contains 40606 members 
Mstep: Class 7 contains 26258 members 
Mstep: Class 8 contains 133818 members 
Mstep: Class 9 contains 94677 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209608 members 
Mstep: Class 12 contains 24389 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 64342 members 
Mstep: Class 15 contains 20598 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 67103 members 
Mstep: Class 19 contains 153839 members 
Mstep: Class 20 contains 26609 members 
Mstep: Class 21 contains 24084 members 
Mstep: Class 22 contains 22232 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 408150 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206800 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 4377 members 
Mstep: Class 31 contains 18917 members 
Mstep: Class 32 contains 2268 members 
Entering Unmasked Estep 
Score: -146500784.000000 Penalty: 113876.406250
Splitting cluster 17 changes total score from -146502016.000000 to -146500784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (67103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Entering Unmasked Estep 
Score: -6029374.000000 Penalty: 2756.268066
	Iteration 0F: 2 clusters Score -6029374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5984521.500000 Penalty: 5512.536133
	Iteration 0F: 3 clusters Score -5984522 nChanged 31199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -6002255.000000 Penalty: 5512.536133
	Iteration 1F: 3 clusters Score -6002255 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -6003047.500000 Penalty: 5512.536133
	Iteration 2Q: 3 clusters Score -6003048 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -6004196.000000 Penalty: 5512.536133
	Iteration 3Q: 3 clusters Score -6004196 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -6005731.000000 Penalty: 5512.536133
	Iteration 4Q: 3 clusters Score -6005731 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6007724.000000 Penalty: 5512.536133
	Iteration 5F: 3 clusters Score -6007724 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6010329.500000 Penalty: 5512.536133
	Iteration 6F: 3 clusters Score -6010330 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -6013641.000000 Penalty: 5512.536133
	Iteration 7F: 3 clusters Score -6013641 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -6017488.500000 Penalty: 5512.536133
	Iteration 8F: 3 clusters Score -6017488 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -6020937.500000 Penalty: 5512.536133
	Iteration 9F: 3 clusters Score -6020938 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -6023064.000000 Penalty: 5512.536133
	Iteration 10Q: 3 clusters Score -6023064 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -6024437.500000 Penalty: 5512.536133
	Iteration 11Q: 3 clusters Score -6024438 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6025296.000000 Penalty: 5512.536133
	Iteration 12Q: 3 clusters Score -6025296 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -6025829.500000 Penalty: 5512.536133
	Iteration 13Q: 3 clusters Score -6025830 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -6026262.500000 Penalty: 5512.536133
	Iteration 14Q: 3 clusters Score -6026262 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -6026586.000000 Penalty: 5512.536133
	Iteration 15Q: 3 clusters Score -6026586 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -6026890.500000 Penalty: 5512.536133
	Iteration 16Q: 3 clusters Score -6026890 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6027148.000000 Penalty: 5512.536133
	Iteration 17Q: 3 clusters Score -6027148 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -6027364.500000 Penalty: 5512.536133
	Iteration 18Q: 3 clusters Score -6027364 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6027536.500000 Penalty: 5512.536133
	Iteration 19Q: 3 clusters Score -6027536 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6027676.500000 Penalty: 5512.536133
	Iteration 20F: 3 clusters Score -6027676 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -6027804.000000 Penalty: 5512.536133
	Iteration 21Q: 3 clusters Score -6027804 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6027906.500000 Penalty: 5512.536133
	Iteration 22Q: 3 clusters Score -6027906 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6027996.000000 Penalty: 5512.536133
	Iteration 23Q: 3 clusters Score -6027996 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6028063.500000 Penalty: 5512.536133
	Iteration 24Q: 3 clusters Score -6028064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6028102.000000 Penalty: 5512.536133
	Iteration 25Q: 3 clusters Score -6028102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6028126.000000 Penalty: 5512.536133
	Iteration 26Q: 3 clusters Score -6028126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6028169.500000 Penalty: 5512.536133
	Iteration 27Q: 3 clusters Score -6028170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6028192.500000 Penalty: 5512.536133
	Iteration 28Q: 3 clusters Score -6028192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6028206.000000 Penalty: 5512.536133
	Iteration 29Q: 3 clusters Score -6028206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6028225.500000 Penalty: 5512.536133
	Iteration 30Q: 3 clusters Score -6028226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6028242.000000 Penalty: 5512.536133
	Iteration 31Q: 3 clusters Score -6028242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6028236.500000 Penalty: 5512.536133
	Iteration 32Q: 3 clusters Score -6028236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6028245.500000 Penalty: 5512.536133
	Iteration 33Q: 3 clusters Score -6028246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6028242.500000 Penalty: 5512.536133
	Iteration 34Q: 3 clusters Score -6028242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6028245.500000 Penalty: 5512.536133
	Iteration 35Q: 3 clusters Score -6028246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6028243.000000 Penalty: 5512.536133
	Iteration 36Q: 3 clusters Score -6028243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6028248.000000 Penalty: 5512.536133
	Iteration 37Q: 3 clusters Score -6028248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6028253.000000 Penalty: 5512.536133
	Iteration 38Q: 3 clusters Score -6028253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6028249.500000 Penalty: 5512.536133
	Iteration 39Q: 3 clusters Score -6028250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6028264.500000 Penalty: 5512.536133
	Iteration 40F: 3 clusters Score -6028264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6028260.000000 Penalty: 5512.536133
	Iteration 41Q: 3 clusters Score -6028260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6028249.000000 Penalty: 5512.536133
	Iteration 42Q: 3 clusters Score -6028249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6028249.000000 Penalty: 5512.536133
	Iteration 43Q: 3 clusters Score -6028249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6028248.000000 Penalty: 5512.536133
	Iteration 44Q: 3 clusters Score -6028248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6028246.500000 Penalty: 5512.536133
	Iteration 45Q: 3 clusters Score -6028246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6028248.000000 Penalty: 5512.536133
	Iteration 46Q: 3 clusters Score -6028248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6028248.000000 Penalty: 5512.536133
	Iteration 47F: 3 clusters Score -6028248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Entering Unmasked Estep 
Score: -13821856.000000 Penalty: 2962.028076
	Iteration 0F: 2 clusters Score -1.382186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -13718670.000000 Penalty: 5924.056152
	Iteration 0F: 3 clusters Score -1.371867e+07 nChanged 73557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -13761877.000000 Penalty: 5924.056152
	Iteration 1F: 3 clusters Score -1.376188e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -13763131.000000 Penalty: 5924.056152
	Iteration 2Q: 3 clusters Score -1.376313e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -13764592.000000 Penalty: 5924.056152
	Iteration 3Q: 3 clusters Score -1.376459e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -13766852.000000 Penalty: 5924.056152
	Iteration 4Q: 3 clusters Score -1.376685e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -13770740.000000 Penalty: 5924.056152
	Iteration 5Q: 3 clusters Score -1.377074e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -13776774.000000 Penalty: 5924.056152
	Iteration 6F: 3 clusters Score -1.377677e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -13785092.000000 Penalty: 5924.056152
	Iteration 7F: 3 clusters Score -1.378509e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -13794452.000000 Penalty: 5924.056152
	Iteration 8F: 3 clusters Score -1.379445e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -13803071.000000 Penalty: 5924.056152
	Iteration 9F: 3 clusters Score -1.380307e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 140694 members 
Entering Unmasked Estep 
Score: -13809170.000000 Penalty: 5924.056152
	Iteration 10Q: 3 clusters Score -1.380917e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 145517 members 
Entering Unmasked Estep 
Score: -13813101.000000 Penalty: 5924.056152
	Iteration 11Q: 3 clusters Score -1.38131e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 148620 members 
Entering Unmasked Estep 
Score: -13815743.000000 Penalty: 5924.056152
	Iteration 12Q: 3 clusters Score -1.381574e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -13817309.000000 Penalty: 5924.056152
	Iteration 13Q: 3 clusters Score -1.381731e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -13818205.000000 Penalty: 5924.056152
	Iteration 14Q: 3 clusters Score -1.38182e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 152195 members 
Entering Unmasked Estep 
Score: -13818693.000000 Penalty: 5924.056152
	Iteration 15Q: 3 clusters Score -1.381869e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -13818937.000000 Penalty: 5924.056152
	Iteration 16Q: 3 clusters Score -1.381894e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -13819088.000000 Penalty: 5924.056152
	Iteration 17Q: 3 clusters Score -1.381909e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -13819192.000000 Penalty: 5924.056152
	Iteration 18Q: 3 clusters Score -1.381919e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 152956 members 
Entering Unmasked Estep 
Score: -13819278.000000 Penalty: 5924.056152
	Iteration 19Q: 3 clusters Score -1.381928e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -13819326.000000 Penalty: 5924.056152
	Iteration 20F: 3 clusters Score -1.381933e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -13819344.000000 Penalty: 5924.056152
	Iteration 21Q: 3 clusters Score -1.381934e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -13819394.000000 Penalty: 5924.056152
	Iteration 22Q: 3 clusters Score -1.381939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -13819432.000000 Penalty: 5924.056152
	Iteration 23Q: 3 clusters Score -1.381943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 153124 members 
Entering Unmasked Estep 
Score: -13819454.000000 Penalty: 5924.056152
	Iteration 24Q: 3 clusters Score -1.381945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -13819451.000000 Penalty: 5924.056152
	Iteration 25Q: 3 clusters Score -1.381945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -13819461.000000 Penalty: 5924.056152
	Iteration 26Q: 3 clusters Score -1.381946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -13819466.000000 Penalty: 5924.056152
	Iteration 27Q: 3 clusters Score -1.381947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -13819476.000000 Penalty: 5924.056152
	Iteration 28Q: 3 clusters Score -1.381948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -13819493.000000 Penalty: 5924.056152
	Iteration 29Q: 3 clusters Score -1.381949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -13819502.000000 Penalty: 5924.056152
	Iteration 30Q: 3 clusters Score -1.38195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -13819504.000000 Penalty: 5924.056152
	Iteration 31Q: 3 clusters Score -1.38195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 153178 members 
Entering Unmasked Estep 
Score: -13819515.000000 Penalty: 5924.056152
	Iteration 32Q: 3 clusters Score -1.381952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -13819504.000000 Penalty: 5924.056152
	Iteration 33Q: 3 clusters Score -1.38195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -13819524.000000 Penalty: 5924.056152
	Iteration 34Q: 3 clusters Score -1.381952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 153188 members 
Entering Unmasked Estep 
Score: -13819516.000000 Penalty: 5924.056152
	Iteration 35Q: 3 clusters Score -1.381952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -13819505.000000 Penalty: 5924.056152
	Iteration 36Q: 3 clusters Score -1.38195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -13819510.000000 Penalty: 5924.056152
	Iteration 37Q: 3 clusters Score -1.381951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -13819513.000000 Penalty: 5924.056152
	Iteration 38Q: 3 clusters Score -1.381951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -13819509.000000 Penalty: 5924.056152
	Iteration 39Q: 3 clusters Score -1.381951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 153192 members 
Entering Unmasked Estep 
Score: -13819502.000000 Penalty: 5924.056152
	Iteration 40F: 3 clusters Score -1.38195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -13819503.000000 Penalty: 5924.056152
	Iteration 41Q: 3 clusters Score -1.38195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -13819503.000000 Penalty: 5924.056152
	Iteration 42F: 3 clusters Score -1.38195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Entering Unmasked Estep 
Score: -2267717.250000 Penalty: 2526.873291
	Iteration 0F: 2 clusters Score -2267717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2249598.750000 Penalty: 5053.746582
	Iteration 0F: 3 clusters Score -2249599 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2256150.250000 Penalty: 5053.746582
	Iteration 1F: 3 clusters Score -2256150 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2256928.250000 Penalty: 5053.746582
	Iteration 2F: 3 clusters Score -2256928 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2257870.000000 Penalty: 5053.746582
	Iteration 3F: 3 clusters Score -2257870 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2258908.500000 Penalty: 5053.746582
	Iteration 4F: 3 clusters Score -2258908 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2260060.500000 Penalty: 5053.746582
	Iteration 5F: 3 clusters Score -2260060 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2261268.750000 Penalty: 5053.746582
	Iteration 6F: 3 clusters Score -2261269 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2262378.500000 Penalty: 5053.746582
	Iteration 7F: 3 clusters Score -2262378 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2263313.750000 Penalty: 5053.746582
	Iteration 8Q: 3 clusters Score -2263314 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2264139.000000 Penalty: 5053.746582
	Iteration 9Q: 3 clusters Score -2264139 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2264763.500000 Penalty: 5053.746582
	Iteration 10Q: 3 clusters Score -2264764 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2265203.250000 Penalty: 5053.746582
	Iteration 11Q: 3 clusters Score -2265203 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2265478.250000 Penalty: 5053.746582
	Iteration 12Q: 3 clusters Score -2265478 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2265626.750000 Penalty: 5053.746582
	Iteration 13Q: 3 clusters Score -2265627 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2265745.250000 Penalty: 5053.746582
	Iteration 14Q: 3 clusters Score -2265745 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2265832.500000 Penalty: 5053.746582
	Iteration 15Q: 3 clusters Score -2265832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2265913.750000 Penalty: 5053.746582
	Iteration 16Q: 3 clusters Score -2265914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2265962.000000 Penalty: 5053.746582
	Iteration 17Q: 3 clusters Score -2265962 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2266000.750000 Penalty: 5053.746582
	Iteration 18Q: 3 clusters Score -2266001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2266026.250000 Penalty: 5053.746582
	Iteration 19Q: 3 clusters Score -2266026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2266050.750000 Penalty: 5053.746582
	Iteration 20F: 3 clusters Score -2266051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2266057.750000 Penalty: 5053.746582
	Iteration 21Q: 3 clusters Score -2266058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2266073.000000 Penalty: 5053.746582
	Iteration 22Q: 3 clusters Score -2266073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2266077.250000 Penalty: 5053.746582
	Iteration 23Q: 3 clusters Score -2266077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2266080.750000 Penalty: 5053.746582
	Iteration 24Q: 3 clusters Score -2266081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2266088.750000 Penalty: 5053.746582
	Iteration 25Q: 3 clusters Score -2266089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2266095.750000 Penalty: 5053.746582
	Iteration 26Q: 3 clusters Score -2266096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2266103.250000 Penalty: 5053.746582
	Iteration 27Q: 3 clusters Score -2266103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2266102.750000 Penalty: 5053.746582
	Iteration 28Q: 3 clusters Score -2266103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2266109.250000 Penalty: 5053.746582
	Iteration 29Q: 3 clusters Score -2266109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2266114.000000 Penalty: 5053.746582
	Iteration 30Q: 3 clusters Score -2266114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2266120.750000 Penalty: 5053.746582
	Iteration 31Q: 3 clusters Score -2266121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2266127.250000 Penalty: 5053.746582
	Iteration 32Q: 3 clusters Score -2266127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2266129.750000 Penalty: 5053.746582
	Iteration 33Q: 3 clusters Score -2266130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2266129.000000 Penalty: 5053.746582
	Iteration 34Q: 3 clusters Score -2266129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2266126.500000 Penalty: 5053.746582
	Iteration 35Q: 3 clusters Score -2266126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2266128.500000 Penalty: 5053.746582
	Iteration 36Q: 3 clusters Score -2266128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2266131.500000 Penalty: 5053.746582
	Iteration 37Q: 3 clusters Score -2266132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2266132.250000 Penalty: 5053.746582
	Iteration 38Q: 3 clusters Score -2266132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2266132.750000 Penalty: 5053.746582
	Iteration 39Q: 3 clusters Score -2266133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2266136.250000 Penalty: 5053.746582
	Iteration 40F: 3 clusters Score -2266136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2266132.250000 Penalty: 5053.746582
	Iteration 41Q: 3 clusters Score -2266132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2266136.250000 Penalty: 5053.746582
	Iteration 42Q: 3 clusters Score -2266136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2266139.250000 Penalty: 5053.746582
	Iteration 43Q: 3 clusters Score -2266139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2266138.750000 Penalty: 5053.746582
	Iteration 44Q: 3 clusters Score -2266139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2266138.750000 Penalty: 5053.746582
	Iteration 45Q: 3 clusters Score -2266139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2266137.750000 Penalty: 5053.746582
	Iteration 46Q: 3 clusters Score -2266138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2266139.000000 Penalty: 5053.746582
	Iteration 47Q: 3 clusters Score -2266139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2266140.500000 Penalty: 5053.746582
	Iteration 48Q: 3 clusters Score -2266140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2266138.250000 Penalty: 5053.746582
	Iteration 49Q: 3 clusters Score -2266138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2266136.750000 Penalty: 5053.746582
	Iteration 50Q: 3 clusters Score -2266137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2266138.250000 Penalty: 5053.746582
	Iteration 51Q: 3 clusters Score -2266138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2266138.000000 Penalty: 5053.746582
	Iteration 52Q: 3 clusters Score -2266138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2266140.750000 Penalty: 5053.746582
	Iteration 53Q: 3 clusters Score -2266141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2266143.250000 Penalty: 5053.746582
	Iteration 54Q: 3 clusters Score -2266143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2266143.250000 Penalty: 5053.746582
	Iteration 55Q: 3 clusters Score -2266143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2266142.500000 Penalty: 5053.746582
	Iteration 56Q: 3 clusters Score -2266142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -2266140.750000 Penalty: 5053.746582
	Iteration 57Q: 3 clusters Score -2266141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2266143.250000 Penalty: 5053.746582
	Iteration 58Q: 3 clusters Score -2266143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2266145.250000 Penalty: 5053.746582
	Iteration 59Q: 3 clusters Score -2266145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2266146.000000 Penalty: 5053.746582
	Iteration 60F: 3 clusters Score -2266146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2266146.000000 Penalty: 5053.746582
	Iteration 61Q: 3 clusters Score -2266146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2266146.500000 Penalty: 5053.746582
	Iteration 62Q: 3 clusters Score -2266146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2266146.500000 Penalty: 5053.746582
	Iteration 63Q: 3 clusters Score -2266146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -2266144.750000 Penalty: 5053.746582
	Iteration 64Q: 3 clusters Score -2266145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2266144.750000 Penalty: 5053.746582
	Iteration 65Q: 3 clusters Score -2266145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2266144.750000 Penalty: 5053.746582
	Iteration 66Q: 3 clusters Score -2266145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2266146.250000 Penalty: 5053.746582
	Iteration 67Q: 3 clusters Score -2266146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2266148.500000 Penalty: 5053.746582
	Iteration 68Q: 3 clusters Score -2266148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2266150.500000 Penalty: 5053.746582
	Iteration 69Q: 3 clusters Score -2266150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2266150.750000 Penalty: 5053.746582
	Iteration 70Q: 3 clusters Score -2266151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2266150.000000 Penalty: 5053.746582
	Iteration 71Q: 3 clusters Score -2266150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2266150.500000 Penalty: 5053.746582
	Iteration 72Q: 3 clusters Score -2266150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2266150.750000 Penalty: 5053.746582
	Iteration 73Q: 3 clusters Score -2266151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2266156.000000 Penalty: 5053.746582
	Iteration 74Q: 3 clusters Score -2266156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2266155.250000 Penalty: 5053.746582
	Iteration 75Q: 3 clusters Score -2266155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2266155.000000 Penalty: 5053.746582
	Iteration 76Q: 3 clusters Score -2266155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2266155.250000 Penalty: 5053.746582
	Iteration 77Q: 3 clusters Score -2266155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2266154.500000 Penalty: 5053.746582
	Iteration 78Q: 3 clusters Score -2266154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2266150.250000 Penalty: 5053.746582
	Iteration 79Q: 3 clusters Score -2266150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2266152.000000 Penalty: 5053.746582
	Iteration 80F: 3 clusters Score -2266152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2266150.750000 Penalty: 5053.746582
	Iteration 81Q: 3 clusters Score -2266151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2266150.750000 Penalty: 5053.746582
	Iteration 82F: 3 clusters Score -2266151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Entering Unmasked Estep 
Score: -2110263.750000 Penalty: 2502.147217
	Iteration 0F: 2 clusters Score -2110264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2093488.375000 Penalty: 5004.294434
	Iteration 0F: 3 clusters Score -2093488 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2099390.250000 Penalty: 5004.294434
	Iteration 1F: 3 clusters Score -2099390 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2099832.750000 Penalty: 5004.294434
	Iteration 2F: 3 clusters Score -2099833 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2100185.250000 Penalty: 5004.294434
	Iteration 3Q: 3 clusters Score -2100185 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2100559.000000 Penalty: 5004.294434
	Iteration 4Q: 3 clusters Score -2100559 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2100976.750000 Penalty: 5004.294434
	Iteration 5Q: 3 clusters Score -2100977 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2101367.750000 Penalty: 5004.294434
	Iteration 6Q: 3 clusters Score -2101368 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2101827.250000 Penalty: 5004.294434
	Iteration 7Q: 3 clusters Score -2101827 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2102350.000000 Penalty: 5004.294434
	Iteration 8Q: 3 clusters Score -2102350 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2102881.250000 Penalty: 5004.294434
	Iteration 9Q: 3 clusters Score -2102881 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2103417.000000 Penalty: 5004.294434
	Iteration 10Q: 3 clusters Score -2103417 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2103908.000000 Penalty: 5004.294434
	Iteration 11Q: 3 clusters Score -2103908 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2104436.750000 Penalty: 5004.294434
	Iteration 12Q: 3 clusters Score -2104437 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2104903.750000 Penalty: 5004.294434
	Iteration 13Q: 3 clusters Score -2104904 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2105300.750000 Penalty: 5004.294434
	Iteration 14Q: 3 clusters Score -2105301 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2105626.000000 Penalty: 5004.294434
	Iteration 15Q: 3 clusters Score -2105626 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2105901.750000 Penalty: 5004.294434
	Iteration 16Q: 3 clusters Score -2105902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2106144.500000 Penalty: 5004.294434
	Iteration 17Q: 3 clusters Score -2106144 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2106340.250000 Penalty: 5004.294434
	Iteration 18Q: 3 clusters Score -2106340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2106513.750000 Penalty: 5004.294434
	Iteration 19Q: 3 clusters Score -2106514 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2106677.250000 Penalty: 5004.294434
	Iteration 20F: 3 clusters Score -2106677 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2106847.750000 Penalty: 5004.294434
	Iteration 21Q: 3 clusters Score -2106848 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2106993.250000 Penalty: 5004.294434
	Iteration 22Q: 3 clusters Score -2106993 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2107153.750000 Penalty: 5004.294434
	Iteration 23Q: 3 clusters Score -2107154 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2107287.500000 Penalty: 5004.294434
	Iteration 24Q: 3 clusters Score -2107288 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2107394.000000 Penalty: 5004.294434
	Iteration 25Q: 3 clusters Score -2107394 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2107473.250000 Penalty: 5004.294434
	Iteration 26Q: 3 clusters Score -2107473 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2107582.500000 Penalty: 5004.294434
	Iteration 27Q: 3 clusters Score -2107582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2107695.250000 Penalty: 5004.294434
	Iteration 28Q: 3 clusters Score -2107695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2107795.000000 Penalty: 5004.294434
	Iteration 29Q: 3 clusters Score -2107795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2107889.750000 Penalty: 5004.294434
	Iteration 30Q: 3 clusters Score -2107890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2107968.500000 Penalty: 5004.294434
	Iteration 31Q: 3 clusters Score -2107968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2108021.250000 Penalty: 5004.294434
	Iteration 32Q: 3 clusters Score -2108021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2108050.500000 Penalty: 5004.294434
	Iteration 33Q: 3 clusters Score -2108050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2108081.500000 Penalty: 5004.294434
	Iteration 34Q: 3 clusters Score -2108082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2108092.000000 Penalty: 5004.294434
	Iteration 35Q: 3 clusters Score -2108092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2108102.250000 Penalty: 5004.294434
	Iteration 36Q: 3 clusters Score -2108102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2108114.500000 Penalty: 5004.294434
	Iteration 37Q: 3 clusters Score -2108114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2108122.750000 Penalty: 5004.294434
	Iteration 38Q: 3 clusters Score -2108123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2108125.000000 Penalty: 5004.294434
	Iteration 39Q: 3 clusters Score -2108125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2108135.750000 Penalty: 5004.294434
	Iteration 40F: 3 clusters Score -2108136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2108147.500000 Penalty: 5004.294434
	Iteration 41Q: 3 clusters Score -2108148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2108164.000000 Penalty: 5004.294434
	Iteration 42Q: 3 clusters Score -2108164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2108171.500000 Penalty: 5004.294434
	Iteration 43Q: 3 clusters Score -2108172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2108177.000000 Penalty: 5004.294434
	Iteration 44Q: 3 clusters Score -2108177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2108180.750000 Penalty: 5004.294434
	Iteration 45Q: 3 clusters Score -2108181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2108179.250000 Penalty: 5004.294434
	Iteration 46Q: 3 clusters Score -2108179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2108181.000000 Penalty: 5004.294434
	Iteration 47Q: 3 clusters Score -2108181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2108180.750000 Penalty: 5004.294434
	Iteration 48Q: 3 clusters Score -2108181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2108182.750000 Penalty: 5004.294434
	Iteration 49Q: 3 clusters Score -2108183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2108190.000000 Penalty: 5004.294434
	Iteration 50Q: 3 clusters Score -2108190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2108192.500000 Penalty: 5004.294434
	Iteration 51Q: 3 clusters Score -2108192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2108194.250000 Penalty: 5004.294434
	Iteration 52Q: 3 clusters Score -2108194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2108200.500000 Penalty: 5004.294434
	Iteration 53Q: 3 clusters Score -2108200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2108206.500000 Penalty: 5004.294434
	Iteration 54Q: 3 clusters Score -2108206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2108207.750000 Penalty: 5004.294434
	Iteration 55Q: 3 clusters Score -2108208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2108208.500000 Penalty: 5004.294434
	Iteration 56Q: 3 clusters Score -2108208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2108206.000000 Penalty: 5004.294434
	Iteration 57Q: 3 clusters Score -2108206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2108206.500000 Penalty: 5004.294434
	Iteration 58Q: 3 clusters Score -2108206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2108206.500000 Penalty: 5004.294434
	Iteration 59F: 3 clusters Score -2108206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Entering Unmasked Estep 
Score: -1785678.500000 Penalty: 2482.303467
	Iteration 0F: 2 clusters Score -1785678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1770088.750000 Penalty: 4964.606934
	Iteration 0F: 3 clusters Score -1770089 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1775882.625000 Penalty: 4964.606934
	Iteration 1F: 3 clusters Score -1775883 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1777219.625000 Penalty: 4964.606934
	Iteration 2F: 3 clusters Score -1777220 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1778989.500000 Penalty: 4964.606934
	Iteration 3F: 3 clusters Score -1778990 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1780836.625000 Penalty: 4964.606934
	Iteration 4F: 3 clusters Score -1780837 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1782600.125000 Penalty: 4964.606934
	Iteration 5F: 3 clusters Score -1782600 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1784134.625000 Penalty: 4964.606934
	Iteration 6F: 3 clusters Score -1784135 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1785333.500000 Penalty: 4964.606934
	Iteration 7F: 3 clusters Score -1785334 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1785981.625000 Penalty: 4964.606934
	Iteration 8Q: 3 clusters Score -1785982 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1786271.500000 Penalty: 4964.606934
	Iteration 9Q: 3 clusters Score -1786272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1786410.500000 Penalty: 4964.606934
	Iteration 10Q: 3 clusters Score -1786410 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1786508.000000 Penalty: 4964.606934
	Iteration 11Q: 3 clusters Score -1786508 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1786589.000000 Penalty: 4964.606934
	Iteration 12Q: 3 clusters Score -1786589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1786633.875000 Penalty: 4964.606934
	Iteration 13Q: 3 clusters Score -1786634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1786674.625000 Penalty: 4964.606934
	Iteration 14Q: 3 clusters Score -1786675 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1786697.500000 Penalty: 4964.606934
	Iteration 15Q: 3 clusters Score -1786698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1786725.375000 Penalty: 4964.606934
	Iteration 16Q: 3 clusters Score -1786725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1786740.375000 Penalty: 4964.606934
	Iteration 17Q: 3 clusters Score -1786740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1786750.000000 Penalty: 4964.606934
	Iteration 18Q: 3 clusters Score -1786750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1786754.500000 Penalty: 4964.606934
	Iteration 19Q: 3 clusters Score -1786754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1786770.875000 Penalty: 4964.606934
	Iteration 20F: 3 clusters Score -1786771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1786766.500000 Penalty: 4964.606934
	Iteration 21Q: 3 clusters Score -1786766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1786769.375000 Penalty: 4964.606934
	Iteration 22Q: 3 clusters Score -1786769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1786777.250000 Penalty: 4964.606934
	Iteration 23Q: 3 clusters Score -1786777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1786780.375000 Penalty: 4964.606934
	Iteration 24Q: 3 clusters Score -1786780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1786781.125000 Penalty: 4964.606934
	Iteration 25Q: 3 clusters Score -1786781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1786778.250000 Penalty: 4964.606934
	Iteration 26Q: 3 clusters Score -1786778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1786783.250000 Penalty: 4964.606934
	Iteration 27Q: 3 clusters Score -1786783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1786784.250000 Penalty: 4964.606934
	Iteration 28Q: 3 clusters Score -1786784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1786783.750000 Penalty: 4964.606934
	Iteration 29Q: 3 clusters Score -1786784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1786784.375000 Penalty: 4964.606934
	Iteration 30Q: 3 clusters Score -1786784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1786781.125000 Penalty: 4964.606934
	Iteration 31Q: 3 clusters Score -1786781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1786783.375000 Penalty: 4964.606934
	Iteration 32Q: 3 clusters Score -1786783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1786784.000000 Penalty: 4964.606934
	Iteration 33Q: 3 clusters Score -1786784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1786783.875000 Penalty: 4964.606934
	Iteration 34Q: 3 clusters Score -1786784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1786783.875000 Penalty: 4964.606934
	Iteration 35F: 3 clusters Score -1786784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 36577 members 
Mstep: Class 4 contains 14155 members 
Mstep: Class 5 contains 17473 members 
Mstep: Class 6 contains 40606 members 
Mstep: Class 7 contains 26258 members 
Mstep: Class 8 contains 133818 members 
Mstep: Class 9 contains 94677 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209608 members 
Mstep: Class 12 contains 24389 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 64342 members 
Mstep: Class 15 contains 20598 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67103 members 
Mstep: Class 19 contains 153839 members 
Mstep: Class 20 contains 26609 members 
Mstep: Class 21 contains 24084 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 408150 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206800 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 4377 members 
Mstep: Class 31 contains 18917 members 
Mstep: Class 32 contains 3900 members 
Entering Unmasked Estep 
Score: -146501904.000000 Penalty: 113876.406250
Splitting cluster 22 changes total score from -146502016.000000 to -146501904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Entering Unmasked Estep 
Score: -694981.125000 Penalty: 2235.281006
	Iteration 0F: 2 clusters Score -694981.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -688465.687500 Penalty: 4470.562012
	Iteration 0F: 3 clusters Score -688465.7 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -690328.875000 Penalty: 4470.562012
	Iteration 1F: 3 clusters Score -690328.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -690662.625000 Penalty: 4470.562012
	Iteration 2F: 3 clusters Score -690662.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -690891.187500 Penalty: 4470.562012
	Iteration 3F: 3 clusters Score -690891.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -691086.875000 Penalty: 4470.562012
	Iteration 4Q: 3 clusters Score -691086.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -691251.187500 Penalty: 4470.562012
	Iteration 5Q: 3 clusters Score -691251.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -691405.000000 Penalty: 4470.562012
	Iteration 6Q: 3 clusters Score -691405 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -691541.437500 Penalty: 4470.562012
	Iteration 7Q: 3 clusters Score -691541.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -691669.000000 Penalty: 4470.562012
	Iteration 8Q: 3 clusters Score -691669 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -691801.625000 Penalty: 4470.562012
	Iteration 9Q: 3 clusters Score -691801.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -691949.250000 Penalty: 4470.562012
	Iteration 10Q: 3 clusters Score -691949.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -692100.062500 Penalty: 4470.562012
	Iteration 11Q: 3 clusters Score -692100.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -692290.312500 Penalty: 4470.562012
	Iteration 12Q: 3 clusters Score -692290.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -692514.375000 Penalty: 4470.562012
	Iteration 13Q: 3 clusters Score -692514.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -692693.000000 Penalty: 4470.562012
	Iteration 14Q: 3 clusters Score -692693 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -692812.375000 Penalty: 4470.562012
	Iteration 15Q: 3 clusters Score -692812.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -692923.437500 Penalty: 4470.562012
	Iteration 16Q: 3 clusters Score -692923.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -693005.937500 Penalty: 4470.562012
	Iteration 17Q: 3 clusters Score -693005.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -693060.937500 Penalty: 4470.562012
	Iteration 18Q: 3 clusters Score -693060.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -693101.687500 Penalty: 4470.562012
	Iteration 19Q: 3 clusters Score -693101.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -693128.500000 Penalty: 4470.562012
	Iteration 20F: 3 clusters Score -693128.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -693147.125000 Penalty: 4470.562012
	Iteration 21Q: 3 clusters Score -693147.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -693168.687500 Penalty: 4470.562012
	Iteration 22Q: 3 clusters Score -693168.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -693184.687500 Penalty: 4470.562012
	Iteration 23Q: 3 clusters Score -693184.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -693197.625000 Penalty: 4470.562012
	Iteration 24Q: 3 clusters Score -693197.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -693208.125000 Penalty: 4470.562012
	Iteration 25Q: 3 clusters Score -693208.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -693217.750000 Penalty: 4470.562012
	Iteration 26Q: 3 clusters Score -693217.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -693224.562500 Penalty: 4470.562012
	Iteration 27Q: 3 clusters Score -693224.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -693231.062500 Penalty: 4470.562012
	Iteration 28Q: 3 clusters Score -693231.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -693238.687500 Penalty: 4470.562012
	Iteration 29Q: 3 clusters Score -693238.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -693247.437500 Penalty: 4470.562012
	Iteration 30Q: 3 clusters Score -693247.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -693250.875000 Penalty: 4470.562012
	Iteration 31Q: 3 clusters Score -693250.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -693256.062500 Penalty: 4470.562012
	Iteration 32Q: 3 clusters Score -693256.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -693257.437500 Penalty: 4470.562012
	Iteration 33Q: 3 clusters Score -693257.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -693265.500000 Penalty: 4470.562012
	Iteration 34Q: 3 clusters Score -693265.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -693274.437500 Penalty: 4470.562012
	Iteration 35Q: 3 clusters Score -693274.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -693289.500000 Penalty: 4470.562012
	Iteration 36Q: 3 clusters Score -693289.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -693311.187500 Penalty: 4470.562012
	Iteration 37Q: 3 clusters Score -693311.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -693331.000000 Penalty: 4470.562012
	Iteration 38Q: 3 clusters Score -693331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -693340.812500 Penalty: 4470.562012
	Iteration 39Q: 3 clusters Score -693340.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -693349.375000 Penalty: 4470.562012
	Iteration 40F: 3 clusters Score -693349.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -693361.562500 Penalty: 4470.562012
	Iteration 41Q: 3 clusters Score -693361.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -693375.437500 Penalty: 4470.562012
	Iteration 42Q: 3 clusters Score -693375.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -693387.312500 Penalty: 4470.562012
	Iteration 43Q: 3 clusters Score -693387.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -693400.875000 Penalty: 4470.562012
	Iteration 44Q: 3 clusters Score -693400.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -693418.125000 Penalty: 4470.562012
	Iteration 45Q: 3 clusters Score -693418.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -693430.937500 Penalty: 4470.562012
	Iteration 46Q: 3 clusters Score -693430.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -693440.625000 Penalty: 4470.562012
	Iteration 47Q: 3 clusters Score -693440.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -693455.625000 Penalty: 4470.562012
	Iteration 48Q: 3 clusters Score -693455.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -693474.000000 Penalty: 4470.562012
	Iteration 49Q: 3 clusters Score -693474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -693493.500000 Penalty: 4470.562012
	Iteration 50Q: 3 clusters Score -693493.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -693509.937500 Penalty: 4470.562012
	Iteration 51Q: 3 clusters Score -693509.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -693523.812500 Penalty: 4470.562012
	Iteration 52Q: 3 clusters Score -693523.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -693533.125000 Penalty: 4470.562012
	Iteration 53Q: 3 clusters Score -693533.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -693541.375000 Penalty: 4470.562012
	Iteration 54Q: 3 clusters Score -693541.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -693554.312500 Penalty: 4470.562012
	Iteration 55Q: 3 clusters Score -693554.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -693572.937500 Penalty: 4470.562012
	Iteration 56Q: 3 clusters Score -693572.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -693590.750000 Penalty: 4470.562012
	Iteration 57Q: 3 clusters Score -693590.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -693615.937500 Penalty: 4470.562012
	Iteration 58Q: 3 clusters Score -693615.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -693642.062500 Penalty: 4470.562012
	Iteration 59Q: 3 clusters Score -693642.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -693669.937500 Penalty: 4470.562012
	Iteration 60F: 3 clusters Score -693669.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -693701.875000 Penalty: 4470.562012
	Iteration 61Q: 3 clusters Score -693701.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -693737.312500 Penalty: 4470.562012
	Iteration 62Q: 3 clusters Score -693737.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -693787.750000 Penalty: 4470.562012
	Iteration 63Q: 3 clusters Score -693787.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -693839.812500 Penalty: 4470.562012
	Iteration 64Q: 3 clusters Score -693839.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -693883.500000 Penalty: 4470.562012
	Iteration 65Q: 3 clusters Score -693883.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -693923.625000 Penalty: 4470.562012
	Iteration 66Q: 3 clusters Score -693923.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -693957.375000 Penalty: 4470.562012
	Iteration 67Q: 3 clusters Score -693957.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -693988.312500 Penalty: 4470.562012
	Iteration 68Q: 3 clusters Score -693988.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -694017.312500 Penalty: 4470.562012
	Iteration 69Q: 3 clusters Score -694017.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -694055.312500 Penalty: 4470.562012
	Iteration 70Q: 3 clusters Score -694055.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -694095.312500 Penalty: 4470.562012
	Iteration 71Q: 3 clusters Score -694095.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -694139.250000 Penalty: 4470.562012
	Iteration 72Q: 3 clusters Score -694139.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -694210.562500 Penalty: 4470.562012
	Iteration 73Q: 3 clusters Score -694210.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -694349.312500 Penalty: 4470.562012
	Iteration 74Q: 3 clusters Score -694349.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -694546.937500 Penalty: 4470.562012
	Iteration 75Q: 3 clusters Score -694546.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -694712.750000 Penalty: 4470.562012
	Iteration 76Q: 3 clusters Score -694712.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -694781.937500 Penalty: 4470.562012
	Iteration 77Q: 3 clusters Score -694781.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -694806.125000 Penalty: 4470.562012
	Iteration 78Q: 3 clusters Score -694806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -694816.500000 Penalty: 4470.562012
	Iteration 79Q: 3 clusters Score -694816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -694820.625000 Penalty: 4470.562012
	Iteration 80F: 3 clusters Score -694820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -694822.875000 Penalty: 4470.562012
	Iteration 81Q: 3 clusters Score -694822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -694824.125000 Penalty: 4470.562012
	Iteration 82Q: 3 clusters Score -694824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -694824.125000 Penalty: 4470.562012
	Iteration 83F: 3 clusters Score -694824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (408150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408150 members 
Entering Unmasked Estep 
Score: -36071832.000000 Penalty: 3204.008545
	Iteration 0F: 2 clusters Score -3.607183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204040 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -35803244.000000 Penalty: 6408.017090
	Iteration 0F: 3 clusters Score -3.580324e+07 nChanged 198622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203870 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -35919880.000000 Penalty: 6408.017090
	Iteration 1F: 3 clusters Score -3.591988e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203896 members 
Mstep: Class 2 contains 204254 members 
Entering Unmasked Estep 
Score: -35921032.000000 Penalty: 6408.017090
	Iteration 2Q: 3 clusters Score -3.592103e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203744 members 
Mstep: Class 2 contains 204406 members 
Entering Unmasked Estep 
Score: -35922344.000000 Penalty: 6408.017090
	Iteration 3Q: 3 clusters Score -3.592234e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203521 members 
Mstep: Class 2 contains 204629 members 
Entering Unmasked Estep 
Score: -35924180.000000 Penalty: 6408.017090
	Iteration 4Q: 3 clusters Score -3.592418e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203010 members 
Mstep: Class 2 contains 205140 members 
Entering Unmasked Estep 
Score: -35926664.000000 Penalty: 6408.017090
	Iteration 5Q: 3 clusters Score -3.592666e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202139 members 
Mstep: Class 2 contains 206011 members 
Entering Unmasked Estep 
Score: -35930588.000000 Penalty: 6408.017090
	Iteration 6Q: 3 clusters Score -3.593059e+07 nChanged 15598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200629 members 
Mstep: Class 2 contains 207521 members 
Entering Unmasked Estep 
Score: -35936556.000000 Penalty: 6408.017090
	Iteration 7Q: 3 clusters Score -3.593656e+07 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198095 members 
Mstep: Class 2 contains 210055 members 
Entering Unmasked Estep 
Score: -35946260.000000 Penalty: 6408.017090
	Iteration 8Q: 3 clusters Score -3.594626e+07 nChanged 23214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194383 members 
Mstep: Class 2 contains 213767 members 
Entering Unmasked Estep 
Score: -35961932.000000 Penalty: 6408.017090
	Iteration 9F: 3 clusters Score -3.596193e+07 nChanged 26979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189928 members 
Mstep: Class 2 contains 218222 members 
Entering Unmasked Estep 
Score: -35983068.000000 Penalty: 6408.017090
	Iteration 10F: 3 clusters Score -3.598307e+07 nChanged 26600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185062 members 
Mstep: Class 2 contains 223088 members 
Entering Unmasked Estep 
Score: -36001232.000000 Penalty: 6408.017090
	Iteration 11F: 3 clusters Score -3.600123e+07 nChanged 20149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180843 members 
Mstep: Class 2 contains 227307 members 
Entering Unmasked Estep 
Score: -36009872.000000 Penalty: 6408.017090
	Iteration 12Q: 3 clusters Score -3.600987e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177025 members 
Mstep: Class 2 contains 231125 members 
Entering Unmasked Estep 
Score: -36013540.000000 Penalty: 6408.017090
	Iteration 13Q: 3 clusters Score -3.601354e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 234658 members 
Entering Unmasked Estep 
Score: -36015716.000000 Penalty: 6408.017090
	Iteration 14Q: 3 clusters Score -3.601572e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 238260 members 
Entering Unmasked Estep 
Score: -36017920.000000 Penalty: 6408.017090
	Iteration 15Q: 3 clusters Score -3.601792e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166296 members 
Mstep: Class 2 contains 241854 members 
Entering Unmasked Estep 
Score: -36019828.000000 Penalty: 6408.017090
	Iteration 16Q: 3 clusters Score -3.601983e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162674 members 
Mstep: Class 2 contains 245476 members 
Entering Unmasked Estep 
Score: -36021776.000000 Penalty: 6408.017090
	Iteration 17Q: 3 clusters Score -3.602178e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 249059 members 
Entering Unmasked Estep 
Score: -36023740.000000 Penalty: 6408.017090
	Iteration 18Q: 3 clusters Score -3.602374e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 252550 members 
Entering Unmasked Estep 
Score: -36025724.000000 Penalty: 6408.017090
	Iteration 19Q: 3 clusters Score -3.602572e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152060 members 
Mstep: Class 2 contains 256090 members 
Entering Unmasked Estep 
Score: -36027184.000000 Penalty: 6408.017090
	Iteration 20F: 3 clusters Score -3.602718e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148625 members 
Mstep: Class 2 contains 259525 members 
Entering Unmasked Estep 
Score: -36028596.000000 Penalty: 6408.017090
	Iteration 21Q: 3 clusters Score -3.60286e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 262914 members 
Entering Unmasked Estep 
Score: -36030144.000000 Penalty: 6408.017090
	Iteration 22Q: 3 clusters Score -3.603014e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 266249 members 
Entering Unmasked Estep 
Score: -36031348.000000 Penalty: 6408.017090
	Iteration 23Q: 3 clusters Score -3.603135e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 269560 members 
Entering Unmasked Estep 
Score: -36032496.000000 Penalty: 6408.017090
	Iteration 24Q: 3 clusters Score -3.60325e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 272864 members 
Entering Unmasked Estep 
Score: -36033044.000000 Penalty: 6408.017090
	Iteration 25Q: 3 clusters Score -3.603304e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132050 members 
Mstep: Class 2 contains 276100 members 
Entering Unmasked Estep 
Score: -36033736.000000 Penalty: 6408.017090
	Iteration 26Q: 3 clusters Score -3.603374e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 279399 members 
Entering Unmasked Estep 
Score: -36034516.000000 Penalty: 6408.017090
	Iteration 27Q: 3 clusters Score -3.603452e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125450 members 
Mstep: Class 2 contains 282700 members 
Entering Unmasked Estep 
Score: -36035248.000000 Penalty: 6408.017090
	Iteration 28Q: 3 clusters Score -3.603525e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122104 members 
Mstep: Class 2 contains 286046 members 
Entering Unmasked Estep 
Score: -36035904.000000 Penalty: 6408.017090
	Iteration 29Q: 3 clusters Score -3.60359e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 289321 members 
Entering Unmasked Estep 
Score: -36036516.000000 Penalty: 6408.017090
	Iteration 30Q: 3 clusters Score -3.603652e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115622 members 
Mstep: Class 2 contains 292528 members 
Entering Unmasked Estep 
Score: -36037152.000000 Penalty: 6408.017090
	Iteration 31Q: 3 clusters Score -3.603715e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 295857 members 
Entering Unmasked Estep 
Score: -36037868.000000 Penalty: 6408.017090
	Iteration 32Q: 3 clusters Score -3.603787e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 299300 members 
Entering Unmasked Estep 
Score: -36038500.000000 Penalty: 6408.017090
	Iteration 33Q: 3 clusters Score -3.60385e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 302857 members 
Entering Unmasked Estep 
Score: -36039220.000000 Penalty: 6408.017090
	Iteration 34Q: 3 clusters Score -3.603922e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 306468 members 
Entering Unmasked Estep 
Score: -36039948.000000 Penalty: 6408.017090
	Iteration 35Q: 3 clusters Score -3.603995e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 310166 members 
Entering Unmasked Estep 
Score: -36040752.000000 Penalty: 6408.017090
	Iteration 36Q: 3 clusters Score -3.604075e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 313886 members 
Entering Unmasked Estep 
Score: -36041632.000000 Penalty: 6408.017090
	Iteration 37Q: 3 clusters Score -3.604163e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 317756 members 
Entering Unmasked Estep 
Score: -36042456.000000 Penalty: 6408.017090
	Iteration 38Q: 3 clusters Score -3.604246e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 321718 members 
Entering Unmasked Estep 
Score: -36043496.000000 Penalty: 6408.017090
	Iteration 39Q: 3 clusters Score -3.60435e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 325739 members 
Entering Unmasked Estep 
Score: -36044512.000000 Penalty: 6408.017090
	Iteration 40F: 3 clusters Score -3.604451e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 329962 members 
Entering Unmasked Estep 
Score: -36045660.000000 Penalty: 6408.017090
	Iteration 41Q: 3 clusters Score -3.604566e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 334194 members 
Entering Unmasked Estep 
Score: -36047092.000000 Penalty: 6408.017090
	Iteration 42Q: 3 clusters Score -3.604709e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 338515 members 
Entering Unmasked Estep 
Score: -36048052.000000 Penalty: 6408.017090
	Iteration 43Q: 3 clusters Score -3.604805e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 342816 members 
Entering Unmasked Estep 
Score: -36049480.000000 Penalty: 6408.017090
	Iteration 44Q: 3 clusters Score -3.604948e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 347064 members 
Entering Unmasked Estep 
Score: -36050568.000000 Penalty: 6408.017090
	Iteration 45Q: 3 clusters Score -3.605057e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 351202 members 
Entering Unmasked Estep 
Score: -36051500.000000 Penalty: 6408.017090
	Iteration 46Q: 3 clusters Score -3.60515e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 355258 members 
Entering Unmasked Estep 
Score: -36052580.000000 Penalty: 6408.017090
	Iteration 47Q: 3 clusters Score -3.605258e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 359308 members 
Entering Unmasked Estep 
Score: -36053692.000000 Penalty: 6408.017090
	Iteration 48Q: 3 clusters Score -3.605369e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 363348 members 
Entering Unmasked Estep 
Score: -36054656.000000 Penalty: 6408.017090
	Iteration 49Q: 3 clusters Score -3.605466e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 367298 members 
Entering Unmasked Estep 
Score: -36055792.000000 Penalty: 6408.017090
	Iteration 50Q: 3 clusters Score -3.605579e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 371177 members 
Entering Unmasked Estep 
Score: -36056812.000000 Penalty: 6408.017090
	Iteration 51Q: 3 clusters Score -3.605681e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 374864 members 
Entering Unmasked Estep 
Score: -36057888.000000 Penalty: 6408.017090
	Iteration 52Q: 3 clusters Score -3.605789e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 378438 members 
Entering Unmasked Estep 
Score: -36059140.000000 Penalty: 6408.017090
	Iteration 53Q: 3 clusters Score -3.605914e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 381866 members 
Entering Unmasked Estep 
Score: -36060328.000000 Penalty: 6408.017090
	Iteration 54Q: 3 clusters Score -3.606033e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 385116 members 
Entering Unmasked Estep 
Score: -36061332.000000 Penalty: 6408.017090
	Iteration 55Q: 3 clusters Score -3.606133e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 388182 members 
Entering Unmasked Estep 
Score: -36062292.000000 Penalty: 6408.017090
	Iteration 56Q: 3 clusters Score -3.606229e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 391013 members 
Entering Unmasked Estep 
Score: -36063164.000000 Penalty: 6408.017090
	Iteration 57Q: 3 clusters Score -3.606316e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 393521 members 
Entering Unmasked Estep 
Score: -36064172.000000 Penalty: 6408.017090
	Iteration 58Q: 3 clusters Score -3.606417e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 395808 members 
Entering Unmasked Estep 
Score: -36064908.000000 Penalty: 6408.017090
	Iteration 59Q: 3 clusters Score -3.606491e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 397827 members 
Entering Unmasked Estep 
Score: -36065628.000000 Penalty: 6408.017090
	Iteration 60F: 3 clusters Score -3.606563e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 399602 members 
Entering Unmasked Estep 
Score: -36066316.000000 Penalty: 6408.017090
	Iteration 61Q: 3 clusters Score -3.606632e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 401045 members 
Entering Unmasked Estep 
Score: -36066952.000000 Penalty: 6408.017090
	Iteration 62Q: 3 clusters Score -3.606695e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 402294 members 
Entering Unmasked Estep 
Score: -36067444.000000 Penalty: 6408.017090
	Iteration 63Q: 3 clusters Score -3.606744e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 403307 members 
Entering Unmasked Estep 
Score: -36067772.000000 Penalty: 6408.017090
	Iteration 64Q: 3 clusters Score -3.606777e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 404094 members 
Entering Unmasked Estep 
Score: -36068032.000000 Penalty: 6408.017090
	Iteration 65Q: 3 clusters Score -3.606803e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 404687 members 
Entering Unmasked Estep 
Score: -36068312.000000 Penalty: 6408.017090
	Iteration 66Q: 3 clusters Score -3.606831e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 405157 members 
Entering Unmasked Estep 
Score: -36068376.000000 Penalty: 6408.017090
	Iteration 67Q: 3 clusters Score -3.606838e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 405516 members 
Entering Unmasked Estep 
Score: -36068560.000000 Penalty: 6408.017090
	Iteration 68Q: 3 clusters Score -3.606856e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 405814 members 
Entering Unmasked Estep 
Score: -36068672.000000 Penalty: 6408.017090
	Iteration 69Q: 3 clusters Score -3.606867e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 406033 members 
Entering Unmasked Estep 
Score: -36068744.000000 Penalty: 6408.017090
	Iteration 70Q: 3 clusters Score -3.606874e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 406194 members 
Entering Unmasked Estep 
Score: -36068804.000000 Penalty: 6408.017090
	Iteration 71Q: 3 clusters Score -3.60688e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 406338 members 
Entering Unmasked Estep 
Score: -36068860.000000 Penalty: 6408.017090
	Iteration 72Q: 3 clusters Score -3.606886e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 406445 members 
Entering Unmasked Estep 
Score: -36068880.000000 Penalty: 6408.017090
	Iteration 73Q: 3 clusters Score -3.606888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 406543 members 
Entering Unmasked Estep 
Score: -36068912.000000 Penalty: 6408.017090
	Iteration 74Q: 3 clusters Score -3.606891e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 406620 members 
Entering Unmasked Estep 
Score: -36068948.000000 Penalty: 6408.017090
	Iteration 75Q: 3 clusters Score -3.606895e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 406684 members 
Entering Unmasked Estep 
Score: -36069028.000000 Penalty: 6408.017090
	Iteration 76Q: 3 clusters Score -3.606903e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 406725 members 
Entering Unmasked Estep 
Score: -36069016.000000 Penalty: 6408.017090
	Iteration 77Q: 3 clusters Score -3.606902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 406762 members 
Entering Unmasked Estep 
Score: -36069024.000000 Penalty: 6408.017090
	Iteration 78Q: 3 clusters Score -3.606902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 406803 members 
Entering Unmasked Estep 
Score: -36069060.000000 Penalty: 6408.017090
	Iteration 79Q: 3 clusters Score -3.606906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 406836 members 
Entering Unmasked Estep 
Score: -36069068.000000 Penalty: 6408.017090
	Iteration 80F: 3 clusters Score -3.606907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 406865 members 
Entering Unmasked Estep 
Score: -36069072.000000 Penalty: 6408.017090
	Iteration 81Q: 3 clusters Score -3.606907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 406890 members 
Entering Unmasked Estep 
Score: -36069084.000000 Penalty: 6408.017090
	Iteration 82Q: 3 clusters Score -3.606908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 406919 members 
Entering Unmasked Estep 
Score: -36069100.000000 Penalty: 6408.017090
	Iteration 83Q: 3 clusters Score -3.60691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 406928 members 
Entering Unmasked Estep 
Score: -36069112.000000 Penalty: 6408.017090
	Iteration 84Q: 3 clusters Score -3.606911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 406941 members 
Entering Unmasked Estep 
Score: -36069140.000000 Penalty: 6408.017090
	Iteration 85Q: 3 clusters Score -3.606914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 406952 members 
Entering Unmasked Estep 
Score: -36069148.000000 Penalty: 6408.017090
	Iteration 86Q: 3 clusters Score -3.606915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 406967 members 
Entering Unmasked Estep 
Score: -36069136.000000 Penalty: 6408.017090
	Iteration 87Q: 3 clusters Score -3.606914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 406981 members 
Entering Unmasked Estep 
Score: -36069160.000000 Penalty: 6408.017090
	Iteration 88Q: 3 clusters Score -3.606916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 406994 members 
Entering Unmasked Estep 
Score: -36069160.000000 Penalty: 6408.017090
	Iteration 89Q: 3 clusters Score -3.606916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 407009 members 
Entering Unmasked Estep 
Score: -36069176.000000 Penalty: 6408.017090
	Iteration 90Q: 3 clusters Score -3.606918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 407023 members 
Entering Unmasked Estep 
Score: -36069172.000000 Penalty: 6408.017090
	Iteration 91Q: 3 clusters Score -3.606917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 407025 members 
Entering Unmasked Estep 
Score: -36069180.000000 Penalty: 6408.017090
	Iteration 92Q: 3 clusters Score -3.606918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 407028 members 
Entering Unmasked Estep 
Score: -36069176.000000 Penalty: 6408.017090
	Iteration 93Q: 3 clusters Score -3.606918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 407034 members 
Entering Unmasked Estep 
Score: -36069192.000000 Penalty: 6408.017090
	Iteration 94Q: 3 clusters Score -3.606919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 407041 members 
Entering Unmasked Estep 
Score: -36069184.000000 Penalty: 6408.017090
	Iteration 95Q: 3 clusters Score -3.606918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 407047 members 
Entering Unmasked Estep 
Score: -36069196.000000 Penalty: 6408.017090
	Iteration 96Q: 3 clusters Score -3.60692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 407053 members 
Entering Unmasked Estep 
Score: -36069196.000000 Penalty: 6408.017090
	Iteration 97Q: 3 clusters Score -3.60692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 407060 members 
Entering Unmasked Estep 
Score: -36069208.000000 Penalty: 6408.017090
	Iteration 98Q: 3 clusters Score -3.606921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 407069 members 
Entering Unmasked Estep 
Score: -36069196.000000 Penalty: 6408.017090
	Iteration 99Q: 3 clusters Score -3.60692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 407076 members 
Entering Unmasked Estep 
Score: -36069216.000000 Penalty: 6408.017090
	Iteration 100F: 3 clusters Score -3.606922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 407083 members 
Entering Unmasked Estep 
Score: -36069204.000000 Penalty: 6408.017090
	Iteration 101Q: 3 clusters Score -3.60692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 407087 members 
Entering Unmasked Estep 
Score: -36069208.000000 Penalty: 6408.017090
	Iteration 102Q: 3 clusters Score -3.606921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 407090 members 
Entering Unmasked Estep 
Score: -36069220.000000 Penalty: 6408.017090
	Iteration 103Q: 3 clusters Score -3.606922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 407092 members 
Entering Unmasked Estep 
Score: -36069208.000000 Penalty: 6408.017090
	Iteration 104Q: 3 clusters Score -3.606921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 407095 members 
Entering Unmasked Estep 
Score: -36069196.000000 Penalty: 6408.017090
	Iteration 105Q: 3 clusters Score -3.60692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 407100 members 
Entering Unmasked Estep 
Score: -36069212.000000 Penalty: 6408.017090
	Iteration 106Q: 3 clusters Score -3.606921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 407105 members 
Entering Unmasked Estep 
Score: -36069216.000000 Penalty: 6408.017090
	Iteration 107Q: 3 clusters Score -3.606922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 407109 members 
Entering Unmasked Estep 
Score: -36069216.000000 Penalty: 6408.017090
	Iteration 108Q: 3 clusters Score -3.606922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 407111 members 
Entering Unmasked Estep 
Score: -36069212.000000 Penalty: 6408.017090
	Iteration 109Q: 3 clusters Score -3.606921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 407110 members 
Entering Unmasked Estep 
Score: -36069200.000000 Penalty: 6408.017090
	Iteration 110Q: 3 clusters Score -3.60692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 407110 members 
Entering Unmasked Estep 
Score: -36069200.000000 Penalty: 6408.017090
	Iteration 111F: 3 clusters Score -3.60692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -22280.664062 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -22280.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21001.521484 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -21001.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21096.300781 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -21096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21117.126953 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -21117.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21119.583984 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -21119.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21119.583984 Penalty: 2827.420166
	Iteration 4F: 3 clusters Score -21119.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -1554893.750000 Penalty: 2433.478516
	Iteration 0F: 2 clusters Score -1554894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1541968.500000 Penalty: 4866.957031
	Iteration 0F: 3 clusters Score -1541968 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1546405.375000 Penalty: 4866.957031
	Iteration 1F: 3 clusters Score -1546405 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1546947.500000 Penalty: 4866.957031
	Iteration 2F: 3 clusters Score -1546948 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1547520.375000 Penalty: 4866.957031
	Iteration 3F: 3 clusters Score -1547520 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1548121.625000 Penalty: 4866.957031
	Iteration 4F: 3 clusters Score -1548122 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1548727.125000 Penalty: 4866.957031
	Iteration 5F: 3 clusters Score -1548727 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1549382.625000 Penalty: 4866.957031
	Iteration 6F: 3 clusters Score -1549383 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1550000.500000 Penalty: 4866.957031
	Iteration 7F: 3 clusters Score -1550000 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1550581.500000 Penalty: 4866.957031
	Iteration 8F: 3 clusters Score -1550582 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1551021.250000 Penalty: 4866.957031
	Iteration 9Q: 3 clusters Score -1551021 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1551328.625000 Penalty: 4866.957031
	Iteration 10Q: 3 clusters Score -1551329 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1551565.250000 Penalty: 4866.957031
	Iteration 11Q: 3 clusters Score -1551565 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1551759.625000 Penalty: 4866.957031
	Iteration 12Q: 3 clusters Score -1551760 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1551945.375000 Penalty: 4866.957031
	Iteration 13Q: 3 clusters Score -1551945 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1552132.250000 Penalty: 4866.957031
	Iteration 14Q: 3 clusters Score -1552132 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1552295.625000 Penalty: 4866.957031
	Iteration 15Q: 3 clusters Score -1552296 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1552419.250000 Penalty: 4866.957031
	Iteration 16Q: 3 clusters Score -1552419 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1552534.500000 Penalty: 4866.957031
	Iteration 17Q: 3 clusters Score -1552534 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1552622.875000 Penalty: 4866.957031
	Iteration 18Q: 3 clusters Score -1552623 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1552704.125000 Penalty: 4866.957031
	Iteration 19Q: 3 clusters Score -1552704 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1552766.875000 Penalty: 4866.957031
	Iteration 20F: 3 clusters Score -1552767 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1552820.125000 Penalty: 4866.957031
	Iteration 21Q: 3 clusters Score -1552820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1552863.375000 Penalty: 4866.957031
	Iteration 22Q: 3 clusters Score -1552863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1552896.125000 Penalty: 4866.957031
	Iteration 23Q: 3 clusters Score -1552896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1552935.625000 Penalty: 4866.957031
	Iteration 24Q: 3 clusters Score -1552936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1552971.000000 Penalty: 4866.957031
	Iteration 25Q: 3 clusters Score -1552971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1552990.500000 Penalty: 4866.957031
	Iteration 26Q: 3 clusters Score -1552990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1553020.750000 Penalty: 4866.957031
	Iteration 27Q: 3 clusters Score -1553021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1553031.250000 Penalty: 4866.957031
	Iteration 28Q: 3 clusters Score -1553031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1553055.625000 Penalty: 4866.957031
	Iteration 29Q: 3 clusters Score -1553056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1553070.375000 Penalty: 4866.957031
	Iteration 30Q: 3 clusters Score -1553070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1553084.125000 Penalty: 4866.957031
	Iteration 31Q: 3 clusters Score -1553084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1553106.500000 Penalty: 4866.957031
	Iteration 32Q: 3 clusters Score -1553106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1553130.500000 Penalty: 4866.957031
	Iteration 33Q: 3 clusters Score -1553130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1553144.375000 Penalty: 4866.957031
	Iteration 34Q: 3 clusters Score -1553144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1553166.250000 Penalty: 4866.957031
	Iteration 35Q: 3 clusters Score -1553166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1553179.375000 Penalty: 4866.957031
	Iteration 36Q: 3 clusters Score -1553179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1553193.750000 Penalty: 4866.957031
	Iteration 37Q: 3 clusters Score -1553194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1553208.500000 Penalty: 4866.957031
	Iteration 38Q: 3 clusters Score -1553208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1553227.750000 Penalty: 4866.957031
	Iteration 39Q: 3 clusters Score -1553228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1553247.875000 Penalty: 4866.957031
	Iteration 40F: 3 clusters Score -1553248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1553272.375000 Penalty: 4866.957031
	Iteration 41Q: 3 clusters Score -1553272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1553296.625000 Penalty: 4866.957031
	Iteration 42Q: 3 clusters Score -1553297 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1553319.750000 Penalty: 4866.957031
	Iteration 43Q: 3 clusters Score -1553320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1553353.375000 Penalty: 4866.957031
	Iteration 44Q: 3 clusters Score -1553353 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1553397.000000 Penalty: 4866.957031
	Iteration 45Q: 3 clusters Score -1553397 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1553458.375000 Penalty: 4866.957031
	Iteration 46Q: 3 clusters Score -1553458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1553545.750000 Penalty: 4866.957031
	Iteration 47Q: 3 clusters Score -1553546 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1553624.000000 Penalty: 4866.957031
	Iteration 48Q: 3 clusters Score -1553624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1553686.000000 Penalty: 4866.957031
	Iteration 49Q: 3 clusters Score -1553686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1553740.500000 Penalty: 4866.957031
	Iteration 50Q: 3 clusters Score -1553740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1553785.375000 Penalty: 4866.957031
	Iteration 51Q: 3 clusters Score -1553785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1553830.500000 Penalty: 4866.957031
	Iteration 52Q: 3 clusters Score -1553830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1553878.750000 Penalty: 4866.957031
	Iteration 53Q: 3 clusters Score -1553879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1553923.250000 Penalty: 4866.957031
	Iteration 54Q: 3 clusters Score -1553923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1553973.375000 Penalty: 4866.957031
	Iteration 55Q: 3 clusters Score -1553973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1554042.625000 Penalty: 4866.957031
	Iteration 56Q: 3 clusters Score -1554043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1554077.250000 Penalty: 4866.957031
	Iteration 57Q: 3 clusters Score -1554077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1554101.250000 Penalty: 4866.957031
	Iteration 58Q: 3 clusters Score -1554101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1554110.875000 Penalty: 4866.957031
	Iteration 59Q: 3 clusters Score -1554111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1554117.625000 Penalty: 4866.957031
	Iteration 60F: 3 clusters Score -1554118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1554122.750000 Penalty: 4866.957031
	Iteration 61Q: 3 clusters Score -1554123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1554122.875000 Penalty: 4866.957031
	Iteration 62Q: 3 clusters Score -1554123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1554121.250000 Penalty: 4866.957031
	Iteration 63Q: 3 clusters Score -1554121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1554123.500000 Penalty: 4866.957031
	Iteration 64Q: 3 clusters Score -1554124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1554125.250000 Penalty: 4866.957031
	Iteration 65Q: 3 clusters Score -1554125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1554129.000000 Penalty: 4866.957031
	Iteration 66Q: 3 clusters Score -1554129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1554131.125000 Penalty: 4866.957031
	Iteration 67Q: 3 clusters Score -1554131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1554130.125000 Penalty: 4866.957031
	Iteration 68Q: 3 clusters Score -1554130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1554132.875000 Penalty: 4866.957031
	Iteration 69Q: 3 clusters Score -1554133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1554135.250000 Penalty: 4866.957031
	Iteration 70Q: 3 clusters Score -1554135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1554134.250000 Penalty: 4866.957031
	Iteration 71Q: 3 clusters Score -1554134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1554134.250000 Penalty: 4866.957031
	Iteration 72Q: 3 clusters Score -1554134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1554134.000000 Penalty: 4866.957031
	Iteration 73Q: 3 clusters Score -1554134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1554133.500000 Penalty: 4866.957031
	Iteration 74Q: 3 clusters Score -1554134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1554134.375000 Penalty: 4866.957031
	Iteration 75Q: 3 clusters Score -1554134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1554134.375000 Penalty: 4866.957031
	Iteration 76F: 3 clusters Score -1554134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (206800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206800 members 
Entering Unmasked Estep 
Score: -18158782.000000 Penalty: 3035.397949
	Iteration 0F: 2 clusters Score -1.815878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -18020416.000000 Penalty: 6070.795898
	Iteration 0F: 3 clusters Score -1.802042e+07 nChanged 99411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -18078344.000000 Penalty: 6070.795898
	Iteration 1F: 3 clusters Score -1.807834e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -18079380.000000 Penalty: 6070.795898
	Iteration 2Q: 3 clusters Score -1.807938e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -18080856.000000 Penalty: 6070.795898
	Iteration 3Q: 3 clusters Score -1.808086e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -18082500.000000 Penalty: 6070.795898
	Iteration 4Q: 3 clusters Score -1.80825e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -18084608.000000 Penalty: 6070.795898
	Iteration 5Q: 3 clusters Score -1.808461e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 114711 members 
Entering Unmasked Estep 
Score: -18087874.000000 Penalty: 6070.795898
	Iteration 6Q: 3 clusters Score -1.808787e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -18092366.000000 Penalty: 6070.795898
	Iteration 7Q: 3 clusters Score -1.809237e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -18098970.000000 Penalty: 6070.795898
	Iteration 8F: 3 clusters Score -1.809897e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 135086 members 
Entering Unmasked Estep 
Score: -18107070.000000 Penalty: 6070.795898
	Iteration 9F: 3 clusters Score -1.810707e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -18115632.000000 Penalty: 6070.795898
	Iteration 10F: 3 clusters Score -1.811563e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 151379 members 
Entering Unmasked Estep 
Score: -18122802.000000 Penalty: 6070.795898
	Iteration 11F: 3 clusters Score -1.81228e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -18127684.000000 Penalty: 6070.795898
	Iteration 12Q: 3 clusters Score -1.812768e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -18131244.000000 Penalty: 6070.795898
	Iteration 13Q: 3 clusters Score -1.813124e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 168559 members 
Entering Unmasked Estep 
Score: -18134046.000000 Penalty: 6070.795898
	Iteration 14Q: 3 clusters Score -1.813405e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 173505 members 
Entering Unmasked Estep 
Score: -18136508.000000 Penalty: 6070.795898
	Iteration 15Q: 3 clusters Score -1.813651e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 178226 members 
Entering Unmasked Estep 
Score: -18138854.000000 Penalty: 6070.795898
	Iteration 16Q: 3 clusters Score -1.813885e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -18141386.000000 Penalty: 6070.795898
	Iteration 17Q: 3 clusters Score -1.814139e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -18143872.000000 Penalty: 6070.795898
	Iteration 18Q: 3 clusters Score -1.814387e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 190900 members 
Entering Unmasked Estep 
Score: -18146284.000000 Penalty: 6070.795898
	Iteration 19Q: 3 clusters Score -1.814628e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 194384 members 
Entering Unmasked Estep 
Score: -18148716.000000 Penalty: 6070.795898
	Iteration 20F: 3 clusters Score -1.814872e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 197329 members 
Entering Unmasked Estep 
Score: -18150498.000000 Penalty: 6070.795898
	Iteration 21Q: 3 clusters Score -1.81505e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 199723 members 
Entering Unmasked Estep 
Score: -18152196.000000 Penalty: 6070.795898
	Iteration 22Q: 3 clusters Score -1.81522e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 201638 members 
Entering Unmasked Estep 
Score: -18153428.000000 Penalty: 6070.795898
	Iteration 23Q: 3 clusters Score -1.815343e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 203044 members 
Entering Unmasked Estep 
Score: -18154374.000000 Penalty: 6070.795898
	Iteration 24Q: 3 clusters Score -1.815437e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 204014 members 
Entering Unmasked Estep 
Score: -18155020.000000 Penalty: 6070.795898
	Iteration 25Q: 3 clusters Score -1.815502e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 204672 members 
Entering Unmasked Estep 
Score: -18155436.000000 Penalty: 6070.795898
	Iteration 26Q: 3 clusters Score -1.815544e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 205093 members 
Entering Unmasked Estep 
Score: -18155762.000000 Penalty: 6070.795898
	Iteration 27Q: 3 clusters Score -1.815576e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 205369 members 
Entering Unmasked Estep 
Score: -18155880.000000 Penalty: 6070.795898
	Iteration 28Q: 3 clusters Score -1.815588e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 205548 members 
Entering Unmasked Estep 
Score: -18155964.000000 Penalty: 6070.795898
	Iteration 29Q: 3 clusters Score -1.815596e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 205667 members 
Entering Unmasked Estep 
Score: -18156018.000000 Penalty: 6070.795898
	Iteration 30Q: 3 clusters Score -1.815602e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 205768 members 
Entering Unmasked Estep 
Score: -18156088.000000 Penalty: 6070.795898
	Iteration 31Q: 3 clusters Score -1.815609e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 205846 members 
Entering Unmasked Estep 
Score: -18156198.000000 Penalty: 6070.795898
	Iteration 32Q: 3 clusters Score -1.81562e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 205909 members 
Entering Unmasked Estep 
Score: -18156194.000000 Penalty: 6070.795898
	Iteration 33Q: 3 clusters Score -1.815619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 205949 members 
Entering Unmasked Estep 
Score: -18156242.000000 Penalty: 6070.795898
	Iteration 34Q: 3 clusters Score -1.815624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 205966 members 
Entering Unmasked Estep 
Score: -18156248.000000 Penalty: 6070.795898
	Iteration 35Q: 3 clusters Score -1.815625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 205982 members 
Entering Unmasked Estep 
Score: -18156248.000000 Penalty: 6070.795898
	Iteration 36Q: 3 clusters Score -1.815625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 205995 members 
Entering Unmasked Estep 
Score: -18156238.000000 Penalty: 6070.795898
	Iteration 37Q: 3 clusters Score -1.815624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 206007 members 
Entering Unmasked Estep 
Score: -18156252.000000 Penalty: 6070.795898
	Iteration 38Q: 3 clusters Score -1.815625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 206015 members 
Entering Unmasked Estep 
Score: -18156274.000000 Penalty: 6070.795898
	Iteration 39Q: 3 clusters Score -1.815627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 206024 members 
Entering Unmasked Estep 
Score: -18156276.000000 Penalty: 6070.795898
	Iteration 40F: 3 clusters Score -1.815628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 206028 members 
Entering Unmasked Estep 
Score: -18156280.000000 Penalty: 6070.795898
	Iteration 41Q: 3 clusters Score -1.815628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 206035 members 
Entering Unmasked Estep 
Score: -18156274.000000 Penalty: 6070.795898
	Iteration 42Q: 3 clusters Score -1.815627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -18156284.000000 Penalty: 6070.795898
	Iteration 43Q: 3 clusters Score -1.815628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 206047 members 
Entering Unmasked Estep 
Score: -18156292.000000 Penalty: 6070.795898
	Iteration 44Q: 3 clusters Score -1.815629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 206049 members 
Entering Unmasked Estep 
Score: -18156286.000000 Penalty: 6070.795898
	Iteration 45Q: 3 clusters Score -1.815629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 206053 members 
Entering Unmasked Estep 
Score: -18156294.000000 Penalty: 6070.795898
	Iteration 46Q: 3 clusters Score -1.815629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 206058 members 
Entering Unmasked Estep 
Score: -18156292.000000 Penalty: 6070.795898
	Iteration 47Q: 3 clusters Score -1.815629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 206061 members 
Entering Unmasked Estep 
Score: -18156300.000000 Penalty: 6070.795898
	Iteration 48Q: 3 clusters Score -1.81563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 206067 members 
Entering Unmasked Estep 
Score: -18156278.000000 Penalty: 6070.795898
	Iteration 49Q: 3 clusters Score -1.815628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 206073 members 
Entering Unmasked Estep 
Score: -18156290.000000 Penalty: 6070.795898
	Iteration 50Q: 3 clusters Score -1.815629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -18156298.000000 Penalty: 6070.795898
	Iteration 51Q: 3 clusters Score -1.81563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 206074 members 
Entering Unmasked Estep 
Score: -18156298.000000 Penalty: 6070.795898
	Iteration 52Q: 3 clusters Score -1.81563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 206076 members 
Entering Unmasked Estep 
Score: -18156296.000000 Penalty: 6070.795898
	Iteration 53Q: 3 clusters Score -1.81563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 206078 members 
Entering Unmasked Estep 
Score: -18156292.000000 Penalty: 6070.795898
	Iteration 54Q: 3 clusters Score -1.815629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 206079 members 
Entering Unmasked Estep 
Score: -18156292.000000 Penalty: 6070.795898
	Iteration 55Q: 3 clusters Score -1.815629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 206080 members 
Entering Unmasked Estep 
Score: -18156302.000000 Penalty: 6070.795898
	Iteration 56Q: 3 clusters Score -1.81563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 206082 members 
Entering Unmasked Estep 
Score: -18156292.000000 Penalty: 6070.795898
	Iteration 57Q: 3 clusters Score -1.815629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 206084 members 
Entering Unmasked Estep 
Score: -18156288.000000 Penalty: 6070.795898
	Iteration 58Q: 3 clusters Score -1.815629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 206086 members 
Entering Unmasked Estep 
Score: -18156296.000000 Penalty: 6070.795898
	Iteration 59Q: 3 clusters Score -1.81563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 206089 members 
Entering Unmasked Estep 
Score: -18156294.000000 Penalty: 6070.795898
	Iteration 60F: 3 clusters Score -1.815629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 206091 members 
Entering Unmasked Estep 
Score: -18156306.000000 Penalty: 6070.795898
	Iteration 61Q: 3 clusters Score -1.815631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 206092 members 
Entering Unmasked Estep 
Score: -18156308.000000 Penalty: 6070.795898
	Iteration 62Q: 3 clusters Score -1.815631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 206092 members 
Entering Unmasked Estep 
Score: -18156308.000000 Penalty: 6070.795898
	Iteration 63F: 3 clusters Score -1.815631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Entering Unmasked Estep 
Score: -632643.375000 Penalty: 2216.950928
	Iteration 0F: 2 clusters Score -632643.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -626455.687500 Penalty: 4433.901855
	Iteration 0F: 3 clusters Score -626455.7 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -628246.937500 Penalty: 4433.901855
	Iteration 1F: 3 clusters Score -628246.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -628569.937500 Penalty: 4433.901855
	Iteration 2F: 3 clusters Score -628569.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -628842.250000 Penalty: 4433.901855
	Iteration 3F: 3 clusters Score -628842.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -629146.875000 Penalty: 4433.901855
	Iteration 4F: 3 clusters Score -629146.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -629506.000000 Penalty: 4433.901855
	Iteration 5F: 3 clusters Score -629506 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -629868.625000 Penalty: 4433.901855
	Iteration 6F: 3 clusters Score -629868.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -630259.375000 Penalty: 4433.901855
	Iteration 7F: 3 clusters Score -630259.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -630694.312500 Penalty: 4433.901855
	Iteration 8F: 3 clusters Score -630694.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -631086.437500 Penalty: 4433.901855
	Iteration 9Q: 3 clusters Score -631086.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -631331.875000 Penalty: 4433.901855
	Iteration 10Q: 3 clusters Score -631331.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -631514.000000 Penalty: 4433.901855
	Iteration 11Q: 3 clusters Score -631514 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -631617.750000 Penalty: 4433.901855
	Iteration 12Q: 3 clusters Score -631617.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -631684.687500 Penalty: 4433.901855
	Iteration 13Q: 3 clusters Score -631684.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -631738.687500 Penalty: 4433.901855
	Iteration 14Q: 3 clusters Score -631738.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -631777.250000 Penalty: 4433.901855
	Iteration 15Q: 3 clusters Score -631777.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -631797.625000 Penalty: 4433.901855
	Iteration 16Q: 3 clusters Score -631797.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -631811.062500 Penalty: 4433.901855
	Iteration 17Q: 3 clusters Score -631811.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -631819.562500 Penalty: 4433.901855
	Iteration 18Q: 3 clusters Score -631819.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -631830.187500 Penalty: 4433.901855
	Iteration 19Q: 3 clusters Score -631830.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -631839.875000 Penalty: 4433.901855
	Iteration 20F: 3 clusters Score -631839.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -631846.500000 Penalty: 4433.901855
	Iteration 21Q: 3 clusters Score -631846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -631847.812500 Penalty: 4433.901855
	Iteration 22Q: 3 clusters Score -631847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -631850.500000 Penalty: 4433.901855
	Iteration 23Q: 3 clusters Score -631850.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -631856.125000 Penalty: 4433.901855
	Iteration 24Q: 3 clusters Score -631856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -631857.375000 Penalty: 4433.901855
	Iteration 25Q: 3 clusters Score -631857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -631860.937500 Penalty: 4433.901855
	Iteration 26Q: 3 clusters Score -631860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -631862.500000 Penalty: 4433.901855
	Iteration 27Q: 3 clusters Score -631862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -631864.625000 Penalty: 4433.901855
	Iteration 28Q: 3 clusters Score -631864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -631864.937500 Penalty: 4433.901855
	Iteration 29Q: 3 clusters Score -631864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -631865.250000 Penalty: 4433.901855
	Iteration 30Q: 3 clusters Score -631865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -631866.312500 Penalty: 4433.901855
	Iteration 31Q: 3 clusters Score -631866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -631866.312500 Penalty: 4433.901855
	Iteration 32F: 3 clusters Score -631866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -148929.937500 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -148929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -146418.468750 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -146418.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -146900.203125 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -146900.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -147089.250000 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -147089.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147221.203125 Penalty: 3743.037354
	Iteration 3Q: 3 clusters Score -147221.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -147317.171875 Penalty: 3743.037354
	Iteration 4Q: 3 clusters Score -147317.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -147379.218750 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -147379.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -147421.906250 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -147421.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -147457.875000 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -147457.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147488.515625 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -147488.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147519.500000 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -147519.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147547.312500 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -147547.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147570.171875 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -147570.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147590.062500 Penalty: 3743.037354
	Iteration 12Q: 3 clusters Score -147590.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -147602.546875 Penalty: 3743.037354
	Iteration 13Q: 3 clusters Score -147602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147615.531250 Penalty: 3743.037354
	Iteration 14Q: 3 clusters Score -147615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147625.328125 Penalty: 3743.037354
	Iteration 15Q: 3 clusters Score -147625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147631.640625 Penalty: 3743.037354
	Iteration 16Q: 3 clusters Score -147631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147634.781250 Penalty: 3743.037354
	Iteration 17Q: 3 clusters Score -147634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147636.703125 Penalty: 3743.037354
	Iteration 18Q: 3 clusters Score -147636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -147638.984375 Penalty: 3743.037354
	Iteration 19Q: 3 clusters Score -147639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -147641.000000 Penalty: 3743.037354
	Iteration 20F: 3 clusters Score -147641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -147644.156250 Penalty: 3743.037354
	Iteration 21Q: 3 clusters Score -147644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -147649.265625 Penalty: 3743.037354
	Iteration 22Q: 3 clusters Score -147649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -147654.468750 Penalty: 3743.037354
	Iteration 23Q: 3 clusters Score -147654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147660.109375 Penalty: 3743.037354
	Iteration 24Q: 3 clusters Score -147660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -147666.968750 Penalty: 3743.037354
	Iteration 25Q: 3 clusters Score -147667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -147677.015625 Penalty: 3743.037354
	Iteration 26Q: 3 clusters Score -147677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -147687.343750 Penalty: 3743.037354
	Iteration 27Q: 3 clusters Score -147687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147698.828125 Penalty: 3743.037354
	Iteration 28Q: 3 clusters Score -147698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -147716.562500 Penalty: 3743.037354
	Iteration 29Q: 3 clusters Score -147716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -147727.812500 Penalty: 3743.037354
	Iteration 30Q: 3 clusters Score -147727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -147744.218750 Penalty: 3743.037354
	Iteration 31Q: 3 clusters Score -147744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -147753.984375 Penalty: 3743.037354
	Iteration 32Q: 3 clusters Score -147754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -147757.656250 Penalty: 3743.037354
	Iteration 33Q: 3 clusters Score -147757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147759.296875 Penalty: 3743.037354
	Iteration 34Q: 3 clusters Score -147759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -147762.140625 Penalty: 3743.037354
	Iteration 35Q: 3 clusters Score -147762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -147763.156250 Penalty: 3743.037354
	Iteration 36Q: 3 clusters Score -147763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -147765.656250 Penalty: 3743.037354
	Iteration 37Q: 3 clusters Score -147765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -147767.500000 Penalty: 3743.037354
	Iteration 38Q: 3 clusters Score -147767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -147771.671875 Penalty: 3743.037354
	Iteration 39Q: 3 clusters Score -147771.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -147776.750000 Penalty: 3743.037354
	Iteration 40F: 3 clusters Score -147776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -147777.750000 Penalty: 3743.037354
	Iteration 41Q: 3 clusters Score -147777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -147779.140625 Penalty: 3743.037354
	Iteration 42Q: 3 clusters Score -147779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -147780.015625 Penalty: 3743.037354
	Iteration 43Q: 3 clusters Score -147780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -147780.015625 Penalty: 3743.037354
	Iteration 44F: 3 clusters Score -147780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -312883.281250 Penalty: 2079.261475
	Iteration 0F: 2 clusters Score -312883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -308758.656250 Penalty: 4158.522949
	Iteration 0F: 3 clusters Score -308758.7 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -309899.156250 Penalty: 4158.522949
	Iteration 1F: 3 clusters Score -309899.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -310305.875000 Penalty: 4158.522949
	Iteration 2F: 3 clusters Score -310305.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -310613.187500 Penalty: 4158.522949
	Iteration 3F: 3 clusters Score -310613.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -310806.906250 Penalty: 4158.522949
	Iteration 4F: 3 clusters Score -310806.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -310972.625000 Penalty: 4158.522949
	Iteration 5Q: 3 clusters Score -310972.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -311106.875000 Penalty: 4158.522949
	Iteration 6Q: 3 clusters Score -311106.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -311211.156250 Penalty: 4158.522949
	Iteration 7Q: 3 clusters Score -311211.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -311276.718750 Penalty: 4158.522949
	Iteration 8Q: 3 clusters Score -311276.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -311335.750000 Penalty: 4158.522949
	Iteration 9Q: 3 clusters Score -311335.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -311403.250000 Penalty: 4158.522949
	Iteration 10Q: 3 clusters Score -311403.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -311454.968750 Penalty: 4158.522949
	Iteration 11Q: 3 clusters Score -311455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -311501.531250 Penalty: 4158.522949
	Iteration 12Q: 3 clusters Score -311501.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -311533.187500 Penalty: 4158.522949
	Iteration 13Q: 3 clusters Score -311533.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -311552.656250 Penalty: 4158.522949
	Iteration 14Q: 3 clusters Score -311552.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -311565.187500 Penalty: 4158.522949
	Iteration 15Q: 3 clusters Score -311565.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -311578.406250 Penalty: 4158.522949
	Iteration 16Q: 3 clusters Score -311578.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -311592.125000 Penalty: 4158.522949
	Iteration 17Q: 3 clusters Score -311592.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -311605.468750 Penalty: 4158.522949
	Iteration 18Q: 3 clusters Score -311605.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -311612.406250 Penalty: 4158.522949
	Iteration 19Q: 3 clusters Score -311612.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -311618.312500 Penalty: 4158.522949
	Iteration 20F: 3 clusters Score -311618.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -311625.218750 Penalty: 4158.522949
	Iteration 21Q: 3 clusters Score -311625.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -311630.593750 Penalty: 4158.522949
	Iteration 22Q: 3 clusters Score -311630.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -311636.906250 Penalty: 4158.522949
	Iteration 23Q: 3 clusters Score -311636.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -311643.625000 Penalty: 4158.522949
	Iteration 24Q: 3 clusters Score -311643.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -311647.906250 Penalty: 4158.522949
	Iteration 25Q: 3 clusters Score -311647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -311650.937500 Penalty: 4158.522949
	Iteration 26Q: 3 clusters Score -311650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -311654.125000 Penalty: 4158.522949
	Iteration 27Q: 3 clusters Score -311654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -311655.437500 Penalty: 4158.522949
	Iteration 28Q: 3 clusters Score -311655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -311657.687500 Penalty: 4158.522949
	Iteration 29Q: 3 clusters Score -311657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -311660.843750 Penalty: 4158.522949
	Iteration 30Q: 3 clusters Score -311660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -311662.343750 Penalty: 4158.522949
	Iteration 31Q: 3 clusters Score -311662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -311662.281250 Penalty: 4158.522949
	Iteration 32Q: 3 clusters Score -311662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -311664.250000 Penalty: 4158.522949
	Iteration 33Q: 3 clusters Score -311664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -311665.656250 Penalty: 4158.522949
	Iteration 34Q: 3 clusters Score -311665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -311666.125000 Penalty: 4158.522949
	Iteration 35Q: 3 clusters Score -311666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -311667.375000 Penalty: 4158.522949
	Iteration 36Q: 3 clusters Score -311667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -311668.531250 Penalty: 4158.522949
	Iteration 37Q: 3 clusters Score -311668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -311670.062500 Penalty: 4158.522949
	Iteration 38Q: 3 clusters Score -311670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -311670.218750 Penalty: 4158.522949
	Iteration 39Q: 3 clusters Score -311670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -311671.406250 Penalty: 4158.522949
	Iteration 40F: 3 clusters Score -311671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -311671.906250 Penalty: 4158.522949
	Iteration 41Q: 3 clusters Score -311671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -311672.781250 Penalty: 4158.522949
	Iteration 42Q: 3 clusters Score -311672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -311673.625000 Penalty: 4158.522949
	Iteration 43Q: 3 clusters Score -311673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -311673.625000 Penalty: 4158.522949
	Iteration 44F: 3 clusters Score -311673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -1610728.750000 Penalty: 2442.258545
	Iteration 0F: 2 clusters Score -1610729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1597358.875000 Penalty: 4884.517090
	Iteration 0F: 3 clusters Score -1597359 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1601770.625000 Penalty: 4884.517090
	Iteration 1F: 3 clusters Score -1601771 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1602158.375000 Penalty: 4884.517090
	Iteration 2F: 3 clusters Score -1602158 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1602516.000000 Penalty: 4884.517090
	Iteration 3Q: 3 clusters Score -1602516 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1602900.375000 Penalty: 4884.517090
	Iteration 4Q: 3 clusters Score -1602900 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1603348.250000 Penalty: 4884.517090
	Iteration 5Q: 3 clusters Score -1603348 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1603823.125000 Penalty: 4884.517090
	Iteration 6Q: 3 clusters Score -1603823 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1604317.625000 Penalty: 4884.517090
	Iteration 7Q: 3 clusters Score -1604318 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1604861.625000 Penalty: 4884.517090
	Iteration 8F: 3 clusters Score -1604862 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1605482.875000 Penalty: 4884.517090
	Iteration 9F: 3 clusters Score -1605483 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1606137.125000 Penalty: 4884.517090
	Iteration 10F: 3 clusters Score -1606137 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1606783.125000 Penalty: 4884.517090
	Iteration 11F: 3 clusters Score -1606783 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1607329.875000 Penalty: 4884.517090
	Iteration 12Q: 3 clusters Score -1607330 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1607770.250000 Penalty: 4884.517090
	Iteration 13Q: 3 clusters Score -1607770 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1608151.000000 Penalty: 4884.517090
	Iteration 14Q: 3 clusters Score -1608151 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1608570.500000 Penalty: 4884.517090
	Iteration 15Q: 3 clusters Score -1608570 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1608956.500000 Penalty: 4884.517090
	Iteration 16Q: 3 clusters Score -1608956 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1609249.625000 Penalty: 4884.517090
	Iteration 17Q: 3 clusters Score -1609250 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1609469.375000 Penalty: 4884.517090
	Iteration 18Q: 3 clusters Score -1609469 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1609643.500000 Penalty: 4884.517090
	Iteration 19Q: 3 clusters Score -1609644 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1609787.125000 Penalty: 4884.517090
	Iteration 20F: 3 clusters Score -1609787 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1609892.125000 Penalty: 4884.517090
	Iteration 21Q: 3 clusters Score -1609892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1609963.000000 Penalty: 4884.517090
	Iteration 22Q: 3 clusters Score -1609963 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1610022.625000 Penalty: 4884.517090
	Iteration 23Q: 3 clusters Score -1610023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1610050.750000 Penalty: 4884.517090
	Iteration 24Q: 3 clusters Score -1610051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1610074.625000 Penalty: 4884.517090
	Iteration 25Q: 3 clusters Score -1610075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1610090.500000 Penalty: 4884.517090
	Iteration 26Q: 3 clusters Score -1610090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1610101.625000 Penalty: 4884.517090
	Iteration 27Q: 3 clusters Score -1610102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1610112.875000 Penalty: 4884.517090
	Iteration 28Q: 3 clusters Score -1610113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1610122.000000 Penalty: 4884.517090
	Iteration 29Q: 3 clusters Score -1610122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1610133.875000 Penalty: 4884.517090
	Iteration 30Q: 3 clusters Score -1610134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1610144.500000 Penalty: 4884.517090
	Iteration 31Q: 3 clusters Score -1610144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1610144.375000 Penalty: 4884.517090
	Iteration 32Q: 3 clusters Score -1610144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1610146.625000 Penalty: 4884.517090
	Iteration 33Q: 3 clusters Score -1610147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1610147.750000 Penalty: 4884.517090
	Iteration 34Q: 3 clusters Score -1610148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1610148.250000 Penalty: 4884.517090
	Iteration 35Q: 3 clusters Score -1610148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1610150.875000 Penalty: 4884.517090
	Iteration 36Q: 3 clusters Score -1610151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1610155.375000 Penalty: 4884.517090
	Iteration 37Q: 3 clusters Score -1610155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1610156.500000 Penalty: 4884.517090
	Iteration 38Q: 3 clusters Score -1610156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1610150.625000 Penalty: 4884.517090
	Iteration 39Q: 3 clusters Score -1610151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1610153.125000 Penalty: 4884.517090
	Iteration 40F: 3 clusters Score -1610153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1610152.125000 Penalty: 4884.517090
	Iteration 41Q: 3 clusters Score -1610152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1610154.750000 Penalty: 4884.517090
	Iteration 42Q: 3 clusters Score -1610155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1610153.500000 Penalty: 4884.517090
	Iteration 43Q: 3 clusters Score -1610154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1610156.500000 Penalty: 4884.517090
	Iteration 44Q: 3 clusters Score -1610156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1610156.500000 Penalty: 4884.517090
	Iteration 45F: 3 clusters Score -1610156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 36577 members 
Mstep: Class 4 contains 14155 members 
Mstep: Class 5 contains 17473 members 
Mstep: Class 6 contains 40606 members 
Mstep: Class 7 contains 26258 members 
Mstep: Class 8 contains 133818 members 
Mstep: Class 9 contains 94677 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209608 members 
Mstep: Class 12 contains 24389 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 64342 members 
Mstep: Class 15 contains 20598 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67103 members 
Mstep: Class 19 contains 153839 members 
Mstep: Class 20 contains 26609 members 
Mstep: Class 21 contains 24084 members 
Mstep: Class 22 contains 22232 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 408150 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206800 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 4377 members 
Mstep: Class 31 contains 18917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502144.000000 Penalty: 110317.765625
Iteration 119Q: 32 clusters Score -1.465021e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 36568 members 
Mstep: Class 4 contains 14150 members 
Mstep: Class 5 contains 17481 members 
Mstep: Class 6 contains 40602 members 
Mstep: Class 7 contains 26259 members 
Mstep: Class 8 contains 133772 members 
Mstep: Class 9 contains 94897 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209576 members 
Mstep: Class 12 contains 24377 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 64344 members 
Mstep: Class 15 contains 20604 members 
Mstep: Class 16 contains 24212 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67101 members 
Mstep: Class 19 contains 153832 members 
Mstep: Class 20 contains 26574 members 
Mstep: Class 21 contains 24080 members 
Mstep: Class 22 contains 22237 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 408009 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206853 members 
Mstep: Class 28 contains 7628 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 4381 members 
Mstep: Class 31 contains 18935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501872.000000 Penalty: 110317.765625
Iteration 120F: 32 clusters Score -1.465019e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 36554 members 
Mstep: Class 4 contains 14144 members 
Mstep: Class 5 contains 17493 members 
Mstep: Class 6 contains 40592 members 
Mstep: Class 7 contains 26256 members 
Mstep: Class 8 contains 133741 members 
Mstep: Class 9 contains 95115 members 
Mstep: Class 10 contains 6967 members 
Mstep: Class 11 contains 209539 members 
Mstep: Class 12 contains 24371 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 64356 members 
Mstep: Class 15 contains 20606 members 
Mstep: Class 16 contains 24211 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67102 members 
Mstep: Class 19 contains 153830 members 
Mstep: Class 20 contains 26556 members 
Mstep: Class 21 contains 24072 members 
Mstep: Class 22 contains 22237 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 407850 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206892 members 
Mstep: Class 28 contains 7629 members 
Mstep: Class 29 contains 1977 members 
Mstep: Class 30 contains 4381 members 
Mstep: Class 31 contains 18948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502144.000000 Penalty: 110317.765625
Iteration 121Q: 32 clusters Score -1.465021e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 36550 members 
Mstep: Class 4 contains 14141 members 
Mstep: Class 5 contains 17507 members 
Mstep: Class 6 contains 40575 members 
Mstep: Class 7 contains 26257 members 
Mstep: Class 8 contains 133699 members 
Mstep: Class 9 contains 95337 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 209490 members 
Mstep: Class 12 contains 24362 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 64356 members 
Mstep: Class 15 contains 20617 members 
Mstep: Class 16 contains 24208 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67102 members 
Mstep: Class 19 contains 153826 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 24069 members 
Mstep: Class 22 contains 22238 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 407694 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 206947 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 2013 members 
Mstep: Class 30 contains 4382 members 
Mstep: Class 31 contains 18962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146501936.000000 Penalty: 110317.765625
Iteration 122Q: 32 clusters Score -1.465019e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 36543 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 17519 members 
Mstep: Class 6 contains 40563 members 
Mstep: Class 7 contains 26257 members 
Mstep: Class 8 contains 133673 members 
Mstep: Class 9 contains 95564 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 209439 members 
Mstep: Class 12 contains 24348 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 64361 members 
Mstep: Class 15 contains 20619 members 
Mstep: Class 16 contains 24203 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67099 members 
Mstep: Class 19 contains 153828 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 24066 members 
Mstep: Class 22 contains 22241 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 407519 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 207020 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 2038 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 18978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502176.000000 Penalty: 110317.765625
Iteration 123Q: 32 clusters Score -1.465022e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 36539 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 17536 members 
Mstep: Class 6 contains 40556 members 
Mstep: Class 7 contains 26258 members 
Mstep: Class 8 contains 133649 members 
Mstep: Class 9 contains 95776 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209400 members 
Mstep: Class 12 contains 24335 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 64363 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 24201 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67096 members 
Mstep: Class 19 contains 153827 members 
Mstep: Class 20 contains 26488 members 
Mstep: Class 21 contains 24062 members 
Mstep: Class 22 contains 22245 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 407339 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 207100 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 2076 members 
Mstep: Class 30 contains 4386 members 
Mstep: Class 31 contains 18994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502496.000000 Penalty: 110317.765625
Iteration 124Q: 32 clusters Score -1.465025e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 36527 members 
Mstep: Class 4 contains 14130 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 40549 members 
Mstep: Class 7 contains 26260 members 
Mstep: Class 8 contains 133626 members 
Mstep: Class 9 contains 96011 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 209363 members 
Mstep: Class 12 contains 24326 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 64361 members 
Mstep: Class 15 contains 20625 members 
Mstep: Class 16 contains 24198 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67093 members 
Mstep: Class 19 contains 153833 members 
Mstep: Class 20 contains 26461 members 
Mstep: Class 21 contains 24059 members 
Mstep: Class 22 contains 22237 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 407172 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 207153 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 2113 members 
Mstep: Class 30 contains 4390 members 
Mstep: Class 31 contains 19009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502368.000000 Penalty: 110317.765625
Iteration 125Q: 32 clusters Score -1.465024e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 36515 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 17565 members 
Mstep: Class 6 contains 40546 members 
Mstep: Class 7 contains 26255 members 
Mstep: Class 8 contains 133597 members 
Mstep: Class 9 contains 96241 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 209327 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 64367 members 
Mstep: Class 15 contains 20626 members 
Mstep: Class 16 contains 24197 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67092 members 
Mstep: Class 19 contains 153835 members 
Mstep: Class 20 contains 26429 members 
Mstep: Class 21 contains 24055 members 
Mstep: Class 22 contains 22241 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 407007 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18258 members 
Mstep: Class 27 contains 207212 members 
Mstep: Class 28 contains 7631 members 
Mstep: Class 29 contains 2150 members 
Mstep: Class 30 contains 4392 members 
Mstep: Class 31 contains 19020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502368.000000 Penalty: 110317.765625
Iteration 126Q: 32 clusters Score -1.465024e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 36504 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 17572 members 
Mstep: Class 6 contains 40538 members 
Mstep: Class 7 contains 26252 members 
Mstep: Class 8 contains 133571 members 
Mstep: Class 9 contains 96486 members 
Mstep: Class 10 contains 6967 members 
Mstep: Class 11 contains 209290 members 
Mstep: Class 12 contains 24311 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 64376 members 
Mstep: Class 15 contains 20630 members 
Mstep: Class 16 contains 24193 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67089 members 
Mstep: Class 19 contains 153827 members 
Mstep: Class 20 contains 26401 members 
Mstep: Class 21 contains 24052 members 
Mstep: Class 22 contains 22243 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 406855 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 207243 members 
Mstep: Class 28 contains 7631 members 
Mstep: Class 29 contains 2187 members 
Mstep: Class 30 contains 4399 members 
Mstep: Class 31 contains 19036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502224.000000 Penalty: 110317.765625
Iteration 127Q: 32 clusters Score -1.465022e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 36485 members 
Mstep: Class 4 contains 14117 members 
Mstep: Class 5 contains 17576 members 
Mstep: Class 6 contains 40534 members 
Mstep: Class 7 contains 26243 members 
Mstep: Class 8 contains 133554 members 
Mstep: Class 9 contains 96753 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 209242 members 
Mstep: Class 12 contains 24307 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 64395 members 
Mstep: Class 15 contains 20634 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67081 members 
Mstep: Class 19 contains 153831 members 
Mstep: Class 20 contains 26373 members 
Mstep: Class 21 contains 24049 members 
Mstep: Class 22 contains 22249 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 406700 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 207259 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 2219 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 19053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502400.000000 Penalty: 110317.765625
Iteration 128Q: 32 clusters Score -1.465024e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 36467 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 17581 members 
Mstep: Class 6 contains 40529 members 
Mstep: Class 7 contains 26236 members 
Mstep: Class 8 contains 133529 members 
Mstep: Class 9 contains 96993 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 209200 members 
Mstep: Class 12 contains 24303 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 64402 members 
Mstep: Class 15 contains 20639 members 
Mstep: Class 16 contains 24190 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67081 members 
Mstep: Class 19 contains 153832 members 
Mstep: Class 20 contains 26351 members 
Mstep: Class 21 contains 24046 members 
Mstep: Class 22 contains 22264 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 406528 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207291 members 
Mstep: Class 28 contains 7630 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 19070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502416.000000 Penalty: 110317.765625
Iteration 129Q: 32 clusters Score -1.465024e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 36451 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 17584 members 
Mstep: Class 6 contains 40525 members 
Mstep: Class 7 contains 26229 members 
Mstep: Class 8 contains 133504 members 
Mstep: Class 9 contains 97238 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 209159 members 
Mstep: Class 12 contains 24299 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 64417 members 
Mstep: Class 15 contains 20638 members 
Mstep: Class 16 contains 24186 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67083 members 
Mstep: Class 19 contains 153831 members 
Mstep: Class 20 contains 26318 members 
Mstep: Class 21 contains 24044 members 
Mstep: Class 22 contains 22271 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 406358 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207329 members 
Mstep: Class 28 contains 7631 members 
Mstep: Class 29 contains 2277 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 19086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502672.000000 Penalty: 110317.765625
Iteration 130Q: 32 clusters Score -1.465027e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3834 members 
Mstep: Class 3 contains 36434 members 
Mstep: Class 4 contains 14101 members 
Mstep: Class 5 contains 17590 members 
Mstep: Class 6 contains 40523 members 
Mstep: Class 7 contains 26224 members 
Mstep: Class 8 contains 133493 members 
Mstep: Class 9 contains 97457 members 
Mstep: Class 10 contains 6979 members 
Mstep: Class 11 contains 209133 members 
Mstep: Class 12 contains 24297 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 64428 members 
Mstep: Class 15 contains 20638 members 
Mstep: Class 16 contains 24186 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67076 members 
Mstep: Class 19 contains 153824 members 
Mstep: Class 20 contains 26277 members 
Mstep: Class 21 contains 24041 members 
Mstep: Class 22 contains 22280 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 406188 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207367 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2317 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 19099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502352.000000 Penalty: 110317.765625
Iteration 131Q: 32 clusters Score -1.465024e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 36414 members 
Mstep: Class 4 contains 14102 members 
Mstep: Class 5 contains 17591 members 
Mstep: Class 6 contains 40526 members 
Mstep: Class 7 contains 26220 members 
Mstep: Class 8 contains 133487 members 
Mstep: Class 9 contains 97687 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 209102 members 
Mstep: Class 12 contains 24292 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 64434 members 
Mstep: Class 15 contains 20637 members 
Mstep: Class 16 contains 24184 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67075 members 
Mstep: Class 19 contains 153825 members 
Mstep: Class 20 contains 26245 members 
Mstep: Class 21 contains 24038 members 
Mstep: Class 22 contains 22294 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 405971 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207412 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2356 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 19115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502432.000000 Penalty: 110317.765625
Iteration 132Q: 32 clusters Score -1.465024e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 36409 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 17593 members 
Mstep: Class 6 contains 40529 members 
Mstep: Class 7 contains 26214 members 
Mstep: Class 8 contains 133469 members 
Mstep: Class 9 contains 97937 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 209065 members 
Mstep: Class 12 contains 24285 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 64433 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 24182 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67075 members 
Mstep: Class 19 contains 153821 members 
Mstep: Class 20 contains 26220 members 
Mstep: Class 21 contains 24035 members 
Mstep: Class 22 contains 22296 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 405757 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207457 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 19135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502640.000000 Penalty: 110317.765625
Iteration 133Q: 32 clusters Score -1.465026e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 36398 members 
Mstep: Class 4 contains 14097 members 
Mstep: Class 5 contains 17596 members 
Mstep: Class 6 contains 40531 members 
Mstep: Class 7 contains 26207 members 
Mstep: Class 8 contains 133449 members 
Mstep: Class 9 contains 98157 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 209046 members 
Mstep: Class 12 contains 24280 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 64428 members 
Mstep: Class 15 contains 20643 members 
Mstep: Class 16 contains 24179 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67082 members 
Mstep: Class 19 contains 153822 members 
Mstep: Class 20 contains 26188 members 
Mstep: Class 21 contains 24034 members 
Mstep: Class 22 contains 22296 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 405552 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207514 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2423 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 19153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502688.000000 Penalty: 110317.765625
Iteration 134Q: 32 clusters Score -1.465027e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 36385 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 17597 members 
Mstep: Class 6 contains 40530 members 
Mstep: Class 7 contains 26208 members 
Mstep: Class 8 contains 133421 members 
Mstep: Class 9 contains 98406 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 209002 members 
Mstep: Class 12 contains 24275 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 64431 members 
Mstep: Class 15 contains 20645 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67081 members 
Mstep: Class 19 contains 153824 members 
Mstep: Class 20 contains 26153 members 
Mstep: Class 21 contains 24034 members 
Mstep: Class 22 contains 22300 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 405368 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207573 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2449 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 19169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502560.000000 Penalty: 110317.765625
Iteration 135Q: 32 clusters Score -1.465026e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 36363 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 17603 members 
Mstep: Class 6 contains 40527 members 
Mstep: Class 7 contains 26198 members 
Mstep: Class 8 contains 133399 members 
Mstep: Class 9 contains 98637 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 208958 members 
Mstep: Class 12 contains 24274 members 
Mstep: Class 13 contains 3800 members 
Mstep: Class 14 contains 64446 members 
Mstep: Class 15 contains 20648 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67087 members 
Mstep: Class 19 contains 153822 members 
Mstep: Class 20 contains 26128 members 
Mstep: Class 21 contains 24032 members 
Mstep: Class 22 contains 22297 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 405185 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207633 members 
Mstep: Class 28 contains 7633 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 19187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502736.000000 Penalty: 110317.765625
Iteration 136Q: 32 clusters Score -1.465027e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3599 members 
Mstep: Class 3 contains 36352 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 17606 members 
Mstep: Class 6 contains 40531 members 
Mstep: Class 7 contains 26192 members 
Mstep: Class 8 contains 133378 members 
Mstep: Class 9 contains 98862 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 208932 members 
Mstep: Class 12 contains 24271 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 64450 members 
Mstep: Class 15 contains 20652 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 153826 members 
Mstep: Class 20 contains 26110 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 22293 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 404993 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207674 members 
Mstep: Class 28 contains 7633 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502816.000000 Penalty: 110317.765625
Iteration 137Q: 32 clusters Score -1.465028e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 36344 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 17606 members 
Mstep: Class 6 contains 40536 members 
Mstep: Class 7 contains 26186 members 
Mstep: Class 8 contains 133354 members 
Mstep: Class 9 contains 99083 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 208905 members 
Mstep: Class 12 contains 24265 members 
Mstep: Class 13 contains 3799 members 
Mstep: Class 14 contains 64463 members 
Mstep: Class 15 contains 20660 members 
Mstep: Class 16 contains 24157 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67103 members 
Mstep: Class 19 contains 153821 members 
Mstep: Class 20 contains 26099 members 
Mstep: Class 21 contains 24032 members 
Mstep: Class 22 contains 22300 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 404815 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207695 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 4411 members 
Mstep: Class 31 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502864.000000 Penalty: 110317.765625
Iteration 138Q: 32 clusters Score -1.465029e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 36336 members 
Mstep: Class 4 contains 14092 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 40545 members 
Mstep: Class 7 contains 26185 members 
Mstep: Class 8 contains 133329 members 
Mstep: Class 9 contains 99293 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 208886 members 
Mstep: Class 12 contains 24254 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 64464 members 
Mstep: Class 15 contains 20664 members 
Mstep: Class 16 contains 24154 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67110 members 
Mstep: Class 19 contains 153817 members 
Mstep: Class 20 contains 26079 members 
Mstep: Class 21 contains 24032 members 
Mstep: Class 22 contains 22314 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 404647 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207728 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 19231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502736.000000 Penalty: 110317.765625
Iteration 139Q: 32 clusters Score -1.465027e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 36332 members 
Mstep: Class 4 contains 14088 members 
Mstep: Class 5 contains 17610 members 
Mstep: Class 6 contains 40548 members 
Mstep: Class 7 contains 26182 members 
Mstep: Class 8 contains 133299 members 
Mstep: Class 9 contains 99502 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 208872 members 
Mstep: Class 12 contains 24244 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 64466 members 
Mstep: Class 15 contains 20665 members 
Mstep: Class 16 contains 24151 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67122 members 
Mstep: Class 19 contains 153818 members 
Mstep: Class 20 contains 26057 members 
Mstep: Class 21 contains 24029 members 
Mstep: Class 22 contains 22327 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 404458 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207781 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 19239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502928.000000 Penalty: 110317.765625
Iteration 140F: 32 clusters Score -1.465029e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 36310 members 
Mstep: Class 4 contains 14086 members 
Mstep: Class 5 contains 17611 members 
Mstep: Class 6 contains 40556 members 
Mstep: Class 7 contains 26178 members 
Mstep: Class 8 contains 133277 members 
Mstep: Class 9 contains 99716 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 208846 members 
Mstep: Class 12 contains 24240 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 64475 members 
Mstep: Class 15 contains 20668 members 
Mstep: Class 16 contains 24152 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 67129 members 
Mstep: Class 19 contains 153820 members 
Mstep: Class 20 contains 26042 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 22333 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 404269 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207829 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 19247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502960.000000 Penalty: 110317.765625
Iteration 141Q: 32 clusters Score -1.46503e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 36296 members 
Mstep: Class 4 contains 14084 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 40565 members 
Mstep: Class 7 contains 26174 members 
Mstep: Class 8 contains 133260 members 
Mstep: Class 9 contains 99910 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 208829 members 
Mstep: Class 12 contains 24241 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 64487 members 
Mstep: Class 15 contains 20670 members 
Mstep: Class 16 contains 24150 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67134 members 
Mstep: Class 19 contains 153827 members 
Mstep: Class 20 contains 26029 members 
Mstep: Class 21 contains 24026 members 
Mstep: Class 22 contains 22331 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 404096 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207859 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 19261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503024.000000 Penalty: 110317.765625
Iteration 142Q: 32 clusters Score -1.46503e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 36274 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17613 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 26168 members 
Mstep: Class 8 contains 133255 members 
Mstep: Class 9 contains 100101 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 208812 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 64495 members 
Mstep: Class 15 contains 20670 members 
Mstep: Class 16 contains 24147 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67136 members 
Mstep: Class 19 contains 153833 members 
Mstep: Class 20 contains 26014 members 
Mstep: Class 21 contains 24018 members 
Mstep: Class 22 contains 22334 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 403940 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207888 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 19275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146502896.000000 Penalty: 110317.765625
Iteration 143Q: 32 clusters Score -1.465029e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 36258 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17614 members 
Mstep: Class 6 contains 40595 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 133250 members 
Mstep: Class 9 contains 100290 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 208801 members 
Mstep: Class 12 contains 24235 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64498 members 
Mstep: Class 15 contains 20672 members 
Mstep: Class 16 contains 24143 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67139 members 
Mstep: Class 19 contains 153841 members 
Mstep: Class 20 contains 26002 members 
Mstep: Class 21 contains 24016 members 
Mstep: Class 22 contains 22340 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 403779 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 207892 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 19289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503264.000000 Penalty: 110317.765625
Iteration 144Q: 32 clusters Score -1.465033e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 36248 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 17615 members 
Mstep: Class 6 contains 40606 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 133242 members 
Mstep: Class 9 contains 100471 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 208787 members 
Mstep: Class 12 contains 24234 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64500 members 
Mstep: Class 15 contains 20673 members 
Mstep: Class 16 contains 24140 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67145 members 
Mstep: Class 19 contains 153848 members 
Mstep: Class 20 contains 25991 members 
Mstep: Class 21 contains 24015 members 
Mstep: Class 22 contains 22345 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 403643 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 207900 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 19293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503312.000000 Penalty: 110317.765625
Iteration 145Q: 32 clusters Score -1.465033e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 36242 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 17616 members 
Mstep: Class 6 contains 40615 members 
Mstep: Class 7 contains 26161 members 
Mstep: Class 8 contains 133229 members 
Mstep: Class 9 contains 100663 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 208773 members 
Mstep: Class 12 contains 24232 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64494 members 
Mstep: Class 15 contains 20673 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67147 members 
Mstep: Class 19 contains 153850 members 
Mstep: Class 20 contains 25978 members 
Mstep: Class 21 contains 24013 members 
Mstep: Class 22 contains 22345 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 403500 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 207913 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503088.000000 Penalty: 110317.765625
Iteration 146Q: 32 clusters Score -1.465031e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3181 members 
Mstep: Class 3 contains 36229 members 
Mstep: Class 4 contains 14076 members 
Mstep: Class 5 contains 17617 members 
Mstep: Class 6 contains 40622 members 
Mstep: Class 7 contains 26161 members 
Mstep: Class 8 contains 133225 members 
Mstep: Class 9 contains 100822 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 208766 members 
Mstep: Class 12 contains 24221 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64491 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67149 members 
Mstep: Class 19 contains 153852 members 
Mstep: Class 20 contains 25969 members 
Mstep: Class 21 contains 24011 members 
Mstep: Class 22 contains 22349 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 403379 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 207923 members 
Mstep: Class 28 contains 7633 members 
Mstep: Class 29 contains 2620 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503168.000000 Penalty: 110317.765625
Iteration 147Q: 32 clusters Score -1.465032e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 36218 members 
Mstep: Class 4 contains 14076 members 
Mstep: Class 5 contains 17618 members 
Mstep: Class 6 contains 40621 members 
Mstep: Class 7 contains 26159 members 
Mstep: Class 8 contains 133221 members 
Mstep: Class 9 contains 100975 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 208753 members 
Mstep: Class 12 contains 24219 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64492 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 24135 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67150 members 
Mstep: Class 19 contains 153851 members 
Mstep: Class 20 contains 25952 members 
Mstep: Class 21 contains 24006 members 
Mstep: Class 22 contains 22352 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 403267 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 207944 members 
Mstep: Class 28 contains 7633 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503120.000000 Penalty: 110317.765625
Iteration 148Q: 32 clusters Score -1.465031e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 36210 members 
Mstep: Class 4 contains 14076 members 
Mstep: Class 5 contains 17620 members 
Mstep: Class 6 contains 40624 members 
Mstep: Class 7 contains 26159 members 
Mstep: Class 8 contains 133215 members 
Mstep: Class 9 contains 101119 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 208751 members 
Mstep: Class 12 contains 24215 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64492 members 
Mstep: Class 15 contains 20682 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67150 members 
Mstep: Class 19 contains 153854 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 24000 members 
Mstep: Class 22 contains 22355 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 403153 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 207963 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2648 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503120.000000 Penalty: 110317.765625
Iteration 149Q: 32 clusters Score -1.465031e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 36201 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 17623 members 
Mstep: Class 6 contains 40620 members 
Mstep: Class 7 contains 26158 members 
Mstep: Class 8 contains 133211 members 
Mstep: Class 9 contains 101263 members 
Mstep: Class 10 contains 6990 members 
Mstep: Class 11 contains 208735 members 
Mstep: Class 12 contains 24215 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 64496 members 
Mstep: Class 15 contains 20684 members 
Mstep: Class 16 contains 24134 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67147 members 
Mstep: Class 19 contains 153857 members 
Mstep: Class 20 contains 25910 members 
Mstep: Class 21 contains 23997 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 403032 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 207994 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2657 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 32 clusters Score -1.465031e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 36196 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 17624 members 
Mstep: Class 6 contains 40622 members 
Mstep: Class 7 contains 26157 members 
Mstep: Class 8 contains 133209 members 
Mstep: Class 9 contains 101406 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 208715 members 
Mstep: Class 12 contains 24213 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64505 members 
Mstep: Class 15 contains 20686 members 
Mstep: Class 16 contains 24133 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67153 members 
Mstep: Class 19 contains 153857 members 
Mstep: Class 20 contains 25892 members 
Mstep: Class 21 contains 23990 members 
Mstep: Class 22 contains 22364 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 402919 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208015 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2668 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503008.000000 Penalty: 110317.765625
Iteration 151Q: 32 clusters Score -1.46503e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 36192 members 
Mstep: Class 4 contains 14074 members 
Mstep: Class 5 contains 17626 members 
Mstep: Class 6 contains 40624 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133197 members 
Mstep: Class 9 contains 101543 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 208700 members 
Mstep: Class 12 contains 24210 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64514 members 
Mstep: Class 15 contains 20688 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67161 members 
Mstep: Class 19 contains 153852 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 23988 members 
Mstep: Class 22 contains 22364 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402809 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208041 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2675 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 19328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503040.000000 Penalty: 110317.765625
Iteration 152Q: 32 clusters Score -1.46503e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 36191 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 40627 members 
Mstep: Class 7 contains 26157 members 
Mstep: Class 8 contains 133185 members 
Mstep: Class 9 contains 101695 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 208686 members 
Mstep: Class 12 contains 24209 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64525 members 
Mstep: Class 15 contains 20689 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67159 members 
Mstep: Class 19 contains 153854 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 23986 members 
Mstep: Class 22 contains 22360 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402676 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208064 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2684 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19330 members 
Entering Unmasked Estep 
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Iteration 153Q: 32 clusters Score -1.465033e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 36182 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 17633 members 
Mstep: Class 6 contains 40630 members 
Mstep: Class 7 contains 26159 members 
Mstep: Class 8 contains 133176 members 
Mstep: Class 9 contains 101836 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 208672 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64534 members 
Mstep: Class 15 contains 20691 members 
Mstep: Class 16 contains 24123 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67161 members 
Mstep: Class 19 contains 153855 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 23984 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402546 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208086 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2692 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503184.000000 Penalty: 110317.765625
Iteration 154Q: 32 clusters Score -1.465032e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 36174 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 17635 members 
Mstep: Class 6 contains 40632 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133172 members 
Mstep: Class 9 contains 101965 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208646 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64543 members 
Mstep: Class 15 contains 20692 members 
Mstep: Class 16 contains 24122 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67168 members 
Mstep: Class 19 contains 153863 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 21 contains 23978 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402447 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208102 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2696 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503216.000000 Penalty: 110317.765625
Iteration 155Q: 32 clusters Score -1.465032e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 36167 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 17637 members 
Mstep: Class 6 contains 40632 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 133165 members 
Mstep: Class 9 contains 102103 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208617 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64552 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24121 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67174 members 
Mstep: Class 19 contains 153866 members 
Mstep: Class 20 contains 25835 members 
Mstep: Class 21 contains 23972 members 
Mstep: Class 22 contains 22354 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402335 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208136 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2697 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503264.000000 Penalty: 110317.765625
Iteration 156Q: 32 clusters Score -1.465033e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 36160 members 
Mstep: Class 4 contains 14071 members 
Mstep: Class 5 contains 17641 members 
Mstep: Class 6 contains 40630 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 133154 members 
Mstep: Class 9 contains 102237 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208595 members 
Mstep: Class 12 contains 24207 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64563 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24119 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67178 members 
Mstep: Class 19 contains 153864 members 
Mstep: Class 20 contains 25831 members 
Mstep: Class 21 contains 23970 members 
Mstep: Class 22 contains 22356 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402226 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208158 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2697 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503200.000000 Penalty: 110317.765625
Iteration 157Q: 32 clusters Score -1.465032e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 36151 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 17645 members 
Mstep: Class 6 contains 40634 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 133139 members 
Mstep: Class 9 contains 102364 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208569 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64573 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24115 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67185 members 
Mstep: Class 19 contains 153862 members 
Mstep: Class 20 contains 25827 members 
Mstep: Class 21 contains 23972 members 
Mstep: Class 22 contains 22354 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402132 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208174 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2697 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503104.000000 Penalty: 110317.765625
Iteration 158Q: 32 clusters Score -1.465031e+08 nChanged 250
Entering ConstructFrom: 
Score: -146503104.000000 Penalty: 110317.765625
Entering ConstructFrom: 
Trying to split cluster 1 (11525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Entering Unmasked Estep 
Score: -1036778.062500 Penalty: 2319.364014
	Iteration 0F: 2 clusters Score -1036778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1028168.812500 Penalty: 4638.728027
	Iteration 0F: 3 clusters Score -1028169 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1030702.625000 Penalty: 4638.728027
	Iteration 1F: 3 clusters Score -1030703 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1031011.812500 Penalty: 4638.728027
	Iteration 2F: 3 clusters Score -1031012 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1031206.625000 Penalty: 4638.728027
	Iteration 3Q: 3 clusters Score -1031207 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1031349.937500 Penalty: 4638.728027
	Iteration 4Q: 3 clusters Score -1031350 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1031455.500000 Penalty: 4638.728027
	Iteration 5Q: 3 clusters Score -1031456 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1031535.937500 Penalty: 4638.728027
	Iteration 6Q: 3 clusters Score -1031536 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1031599.500000 Penalty: 4638.728027
	Iteration 7Q: 3 clusters Score -1031600 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1031661.187500 Penalty: 4638.728027
	Iteration 8Q: 3 clusters Score -1031661 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1031722.375000 Penalty: 4638.728027
	Iteration 9Q: 3 clusters Score -1031722 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1031782.187500 Penalty: 4638.728027
	Iteration 10Q: 3 clusters Score -1031782 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1031829.000000 Penalty: 4638.728027
	Iteration 11Q: 3 clusters Score -1031829 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1031883.812500 Penalty: 4638.728027
	Iteration 12Q: 3 clusters Score -1031884 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1031937.375000 Penalty: 4638.728027
	Iteration 13Q: 3 clusters Score -1031937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1032001.187500 Penalty: 4638.728027
	Iteration 14Q: 3 clusters Score -1032001 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1032064.187500 Penalty: 4638.728027
	Iteration 15Q: 3 clusters Score -1032064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1032113.625000 Penalty: 4638.728027
	Iteration 16Q: 3 clusters Score -1032114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1032174.500000 Penalty: 4638.728027
	Iteration 17Q: 3 clusters Score -1032174 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1032249.000000 Penalty: 4638.728027
	Iteration 18Q: 3 clusters Score -1032249 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1032341.437500 Penalty: 4638.728027
	Iteration 19Q: 3 clusters Score -1032341 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1032444.812500 Penalty: 4638.728027
	Iteration 20F: 3 clusters Score -1032445 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1032569.812500 Penalty: 4638.728027
	Iteration 21Q: 3 clusters Score -1032570 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1032728.437500 Penalty: 4638.728027
	Iteration 22Q: 3 clusters Score -1032728 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1032890.500000 Penalty: 4638.728027
	Iteration 23Q: 3 clusters Score -1032890 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1033091.000000 Penalty: 4638.728027
	Iteration 24Q: 3 clusters Score -1033091 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1033295.687500 Penalty: 4638.728027
	Iteration 25Q: 3 clusters Score -1033296 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1033495.437500 Penalty: 4638.728027
	Iteration 26Q: 3 clusters Score -1033495 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1033684.125000 Penalty: 4638.728027
	Iteration 27Q: 3 clusters Score -1033684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1033838.125000 Penalty: 4638.728027
	Iteration 28Q: 3 clusters Score -1033838 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1033959.687500 Penalty: 4638.728027
	Iteration 29Q: 3 clusters Score -1033960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1034039.812500 Penalty: 4638.728027
	Iteration 30Q: 3 clusters Score -1034040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1034103.312500 Penalty: 4638.728027
	Iteration 31Q: 3 clusters Score -1034103 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1034158.625000 Penalty: 4638.728027
	Iteration 32Q: 3 clusters Score -1034159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1034209.812500 Penalty: 4638.728027
	Iteration 33Q: 3 clusters Score -1034210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1034244.125000 Penalty: 4638.728027
	Iteration 34Q: 3 clusters Score -1034244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1034270.250000 Penalty: 4638.728027
	Iteration 35Q: 3 clusters Score -1034270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1034297.625000 Penalty: 4638.728027
	Iteration 36Q: 3 clusters Score -1034298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1034330.812500 Penalty: 4638.728027
	Iteration 37Q: 3 clusters Score -1034331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1034353.625000 Penalty: 4638.728027
	Iteration 38Q: 3 clusters Score -1034354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1034373.750000 Penalty: 4638.728027
	Iteration 39Q: 3 clusters Score -1034374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1034386.750000 Penalty: 4638.728027
	Iteration 40F: 3 clusters Score -1034387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1034397.875000 Penalty: 4638.728027
	Iteration 41Q: 3 clusters Score -1034398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1034406.937500 Penalty: 4638.728027
	Iteration 42Q: 3 clusters Score -1034407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1034418.750000 Penalty: 4638.728027
	Iteration 43Q: 3 clusters Score -1034419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1034432.687500 Penalty: 4638.728027
	Iteration 44Q: 3 clusters Score -1034433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1034437.687500 Penalty: 4638.728027
	Iteration 45Q: 3 clusters Score -1034438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1034449.187500 Penalty: 4638.728027
	Iteration 46Q: 3 clusters Score -1034449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1034450.625000 Penalty: 4638.728027
	Iteration 47Q: 3 clusters Score -1034451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1034454.937500 Penalty: 4638.728027
	Iteration 48Q: 3 clusters Score -1034455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1034456.812500 Penalty: 4638.728027
	Iteration 49Q: 3 clusters Score -1034457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1034461.125000 Penalty: 4638.728027
	Iteration 50Q: 3 clusters Score -1034461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1034464.250000 Penalty: 4638.728027
	Iteration 51Q: 3 clusters Score -1034464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1034470.812500 Penalty: 4638.728027
	Iteration 52Q: 3 clusters Score -1034471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1034474.312500 Penalty: 4638.728027
	Iteration 53Q: 3 clusters Score -1034474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1034476.687500 Penalty: 4638.728027
	Iteration 54Q: 3 clusters Score -1034477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1034481.687500 Penalty: 4638.728027
	Iteration 55Q: 3 clusters Score -1034482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1034485.625000 Penalty: 4638.728027
	Iteration 56Q: 3 clusters Score -1034486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1034488.500000 Penalty: 4638.728027
	Iteration 57Q: 3 clusters Score -1034488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1034496.875000 Penalty: 4638.728027
	Iteration 58Q: 3 clusters Score -1034497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1034497.937500 Penalty: 4638.728027
	Iteration 59Q: 3 clusters Score -1034498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1034507.125000 Penalty: 4638.728027
	Iteration 60F: 3 clusters Score -1034507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1034509.250000 Penalty: 4638.728027
	Iteration 61Q: 3 clusters Score -1034509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1034509.937500 Penalty: 4638.728027
	Iteration 62Q: 3 clusters Score -1034510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1034510.250000 Penalty: 4638.728027
	Iteration 63Q: 3 clusters Score -1034510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1034512.812500 Penalty: 4638.728027
	Iteration 64Q: 3 clusters Score -1034513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1034511.625000 Penalty: 4638.728027
	Iteration 65Q: 3 clusters Score -1034512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1034513.500000 Penalty: 4638.728027
	Iteration 66Q: 3 clusters Score -1034514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1034516.125000 Penalty: 4638.728027
	Iteration 67Q: 3 clusters Score -1034516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1034515.812500 Penalty: 4638.728027
	Iteration 68Q: 3 clusters Score -1034516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1034515.812500 Penalty: 4638.728027
	Iteration 69F: 3 clusters Score -1034516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -275630.343750 Penalty: 1975.110596
	Iteration 0F: 2 clusters Score -275630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -272459.093750 Penalty: 3950.221191
	Iteration 0F: 3 clusters Score -272459.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -273079.562500 Penalty: 3950.221191
	Iteration 1F: 3 clusters Score -273079.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -273238.781250 Penalty: 3950.221191
	Iteration 2F: 3 clusters Score -273238.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -273310.718750 Penalty: 3950.221191
	Iteration 3Q: 3 clusters Score -273310.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -273352.812500 Penalty: 3950.221191
	Iteration 4Q: 3 clusters Score -273352.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -273386.312500 Penalty: 3950.221191
	Iteration 5Q: 3 clusters Score -273386.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -273402.093750 Penalty: 3950.221191
	Iteration 6Q: 3 clusters Score -273402.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -273414.500000 Penalty: 3950.221191
	Iteration 7Q: 3 clusters Score -273414.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -273427.125000 Penalty: 3950.221191
	Iteration 8Q: 3 clusters Score -273427.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -273443.625000 Penalty: 3950.221191
	Iteration 9Q: 3 clusters Score -273443.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -273458.000000 Penalty: 3950.221191
	Iteration 10Q: 3 clusters Score -273458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -273469.656250 Penalty: 3950.221191
	Iteration 11Q: 3 clusters Score -273469.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -273476.218750 Penalty: 3950.221191
	Iteration 12Q: 3 clusters Score -273476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -273482.187500 Penalty: 3950.221191
	Iteration 13Q: 3 clusters Score -273482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -273487.593750 Penalty: 3950.221191
	Iteration 14Q: 3 clusters Score -273487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273491.906250 Penalty: 3950.221191
	Iteration 15Q: 3 clusters Score -273491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273493.718750 Penalty: 3950.221191
	Iteration 16Q: 3 clusters Score -273493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -273496.781250 Penalty: 3950.221191
	Iteration 17Q: 3 clusters Score -273496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -273498.187500 Penalty: 3950.221191
	Iteration 18Q: 3 clusters Score -273498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -273499.531250 Penalty: 3950.221191
	Iteration 19Q: 3 clusters Score -273499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -273499.968750 Penalty: 3950.221191
	Iteration 20F: 3 clusters Score -273500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273500.625000 Penalty: 3950.221191
	Iteration 21Q: 3 clusters Score -273500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -273500.062500 Penalty: 3950.221191
	Iteration 22Q: 3 clusters Score -273500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -273500.062500 Penalty: 3950.221191
	Iteration 23F: 3 clusters Score -273500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Entering Unmasked Estep 
Score: -3149605.500000 Penalty: 2602.791748
	Iteration 0F: 2 clusters Score -3149606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3125121.500000 Penalty: 5205.583496
	Iteration 0F: 3 clusters Score -3125122 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3134133.250000 Penalty: 5205.583496
	Iteration 1F: 3 clusters Score -3134133 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3134729.000000 Penalty: 5205.583496
	Iteration 2Q: 3 clusters Score -3134729 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3135438.250000 Penalty: 5205.583496
	Iteration 3Q: 3 clusters Score -3135438 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3136326.000000 Penalty: 5205.583496
	Iteration 4Q: 3 clusters Score -3136326 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3137574.750000 Penalty: 5205.583496
	Iteration 5F: 3 clusters Score -3137575 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3139300.250000 Penalty: 5205.583496
	Iteration 6F: 3 clusters Score -3139300 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3141391.750000 Penalty: 5205.583496
	Iteration 7F: 3 clusters Score -3141392 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3143453.500000 Penalty: 5205.583496
	Iteration 8F: 3 clusters Score -3143454 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3144991.500000 Penalty: 5205.583496
	Iteration 9Q: 3 clusters Score -3144992 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3146117.500000 Penalty: 5205.583496
	Iteration 10Q: 3 clusters Score -3146118 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3146797.500000 Penalty: 5205.583496
	Iteration 11Q: 3 clusters Score -3146798 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3147168.500000 Penalty: 5205.583496
	Iteration 12Q: 3 clusters Score -3147168 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3147408.500000 Penalty: 5205.583496
	Iteration 13Q: 3 clusters Score -3147408 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3147568.500000 Penalty: 5205.583496
	Iteration 14Q: 3 clusters Score -3147568 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3147664.000000 Penalty: 5205.583496
	Iteration 15Q: 3 clusters Score -3147664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3147717.750000 Penalty: 5205.583496
	Iteration 16Q: 3 clusters Score -3147718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3147769.000000 Penalty: 5205.583496
	Iteration 17Q: 3 clusters Score -3147769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3147801.750000 Penalty: 5205.583496
	Iteration 18Q: 3 clusters Score -3147802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3147825.250000 Penalty: 5205.583496
	Iteration 19Q: 3 clusters Score -3147825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3147853.750000 Penalty: 5205.583496
	Iteration 20F: 3 clusters Score -3147854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3147860.500000 Penalty: 5205.583496
	Iteration 21Q: 3 clusters Score -3147860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3147862.750000 Penalty: 5205.583496
	Iteration 22Q: 3 clusters Score -3147863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3147865.750000 Penalty: 5205.583496
	Iteration 23Q: 3 clusters Score -3147866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3147873.000000 Penalty: 5205.583496
	Iteration 24Q: 3 clusters Score -3147873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3147870.250000 Penalty: 5205.583496
	Iteration 25Q: 3 clusters Score -3147870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3147880.000000 Penalty: 5205.583496
	Iteration 26Q: 3 clusters Score -3147880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3147883.000000 Penalty: 5205.583496
	Iteration 27Q: 3 clusters Score -3147883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3147890.000000 Penalty: 5205.583496
	Iteration 28Q: 3 clusters Score -3147890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3147889.000000 Penalty: 5205.583496
	Iteration 29Q: 3 clusters Score -3147889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3147889.250000 Penalty: 5205.583496
	Iteration 30Q: 3 clusters Score -3147889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3147890.000000 Penalty: 5205.583496
	Iteration 31Q: 3 clusters Score -3147890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3147895.750000 Penalty: 5205.583496
	Iteration 32Q: 3 clusters Score -3147896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3147900.750000 Penalty: 5205.583496
	Iteration 33Q: 3 clusters Score -3147901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3147905.000000 Penalty: 5205.583496
	Iteration 34Q: 3 clusters Score -3147905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3147907.000000 Penalty: 5205.583496
	Iteration 35Q: 3 clusters Score -3147907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3147907.250000 Penalty: 5205.583496
	Iteration 36Q: 3 clusters Score -3147907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3147915.250000 Penalty: 5205.583496
	Iteration 37Q: 3 clusters Score -3147915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3147920.750000 Penalty: 5205.583496
	Iteration 38Q: 3 clusters Score -3147921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3147920.750000 Penalty: 5205.583496
	Iteration 39Q: 3 clusters Score -3147921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3147926.000000 Penalty: 5205.583496
	Iteration 40F: 3 clusters Score -3147926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3147928.500000 Penalty: 5205.583496
	Iteration 41Q: 3 clusters Score -3147928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3147931.500000 Penalty: 5205.583496
	Iteration 42Q: 3 clusters Score -3147932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3147929.500000 Penalty: 5205.583496
	Iteration 43Q: 3 clusters Score -3147930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3147928.750000 Penalty: 5205.583496
	Iteration 44Q: 3 clusters Score -3147929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3147930.000000 Penalty: 5205.583496
	Iteration 45Q: 3 clusters Score -3147930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3147932.500000 Penalty: 5205.583496
	Iteration 46Q: 3 clusters Score -3147932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3147936.000000 Penalty: 5205.583496
	Iteration 47Q: 3 clusters Score -3147936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3147939.000000 Penalty: 5205.583496
	Iteration 48Q: 3 clusters Score -3147939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3147939.000000 Penalty: 5205.583496
	Iteration 49Q: 3 clusters Score -3147939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3147941.250000 Penalty: 5205.583496
	Iteration 50Q: 3 clusters Score -3147941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3147941.500000 Penalty: 5205.583496
	Iteration 51Q: 3 clusters Score -3147942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3147941.250000 Penalty: 5205.583496
	Iteration 52Q: 3 clusters Score -3147941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3147939.750000 Penalty: 5205.583496
	Iteration 53Q: 3 clusters Score -3147940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3147939.750000 Penalty: 5205.583496
	Iteration 54F: 3 clusters Score -3147940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Entering Unmasked Estep 
Score: -1257423.500000 Penalty: 2368.723145
	Iteration 0F: 2 clusters Score -1257424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1247173.125000 Penalty: 4737.446289
	Iteration 0F: 3 clusters Score -1247173 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1250357.625000 Penalty: 4737.446289
	Iteration 1F: 3 clusters Score -1250358 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1250985.875000 Penalty: 4737.446289
	Iteration 2F: 3 clusters Score -1250986 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1251526.875000 Penalty: 4737.446289
	Iteration 3F: 3 clusters Score -1251527 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1252025.250000 Penalty: 4737.446289
	Iteration 4F: 3 clusters Score -1252025 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1252467.875000 Penalty: 4737.446289
	Iteration 5F: 3 clusters Score -1252468 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1252895.875000 Penalty: 4737.446289
	Iteration 6F: 3 clusters Score -1252896 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1253314.750000 Penalty: 4737.446289
	Iteration 7F: 3 clusters Score -1253315 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1253733.125000 Penalty: 4737.446289
	Iteration 8Q: 3 clusters Score -1253733 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1254113.000000 Penalty: 4737.446289
	Iteration 9Q: 3 clusters Score -1254113 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1254475.375000 Penalty: 4737.446289
	Iteration 10Q: 3 clusters Score -1254475 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1254786.875000 Penalty: 4737.446289
	Iteration 11Q: 3 clusters Score -1254787 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1255064.250000 Penalty: 4737.446289
	Iteration 12Q: 3 clusters Score -1255064 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1255272.125000 Penalty: 4737.446289
	Iteration 13Q: 3 clusters Score -1255272 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1255417.125000 Penalty: 4737.446289
	Iteration 14Q: 3 clusters Score -1255417 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1255533.375000 Penalty: 4737.446289
	Iteration 15Q: 3 clusters Score -1255533 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1255620.375000 Penalty: 4737.446289
	Iteration 16Q: 3 clusters Score -1255620 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1255692.125000 Penalty: 4737.446289
	Iteration 17Q: 3 clusters Score -1255692 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1255757.375000 Penalty: 4737.446289
	Iteration 18Q: 3 clusters Score -1255757 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1255815.250000 Penalty: 4737.446289
	Iteration 19Q: 3 clusters Score -1255815 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1255876.250000 Penalty: 4737.446289
	Iteration 20F: 3 clusters Score -1255876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1255918.250000 Penalty: 4737.446289
	Iteration 21Q: 3 clusters Score -1255918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1255966.125000 Penalty: 4737.446289
	Iteration 22Q: 3 clusters Score -1255966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1256008.250000 Penalty: 4737.446289
	Iteration 23Q: 3 clusters Score -1256008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1256058.125000 Penalty: 4737.446289
	Iteration 24Q: 3 clusters Score -1256058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1256107.250000 Penalty: 4737.446289
	Iteration 25Q: 3 clusters Score -1256107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1256155.500000 Penalty: 4737.446289
	Iteration 26Q: 3 clusters Score -1256156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1256194.250000 Penalty: 4737.446289
	Iteration 27Q: 3 clusters Score -1256194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1256222.250000 Penalty: 4737.446289
	Iteration 28Q: 3 clusters Score -1256222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1256236.000000 Penalty: 4737.446289
	Iteration 29Q: 3 clusters Score -1256236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1256249.500000 Penalty: 4737.446289
	Iteration 30Q: 3 clusters Score -1256250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1256261.500000 Penalty: 4737.446289
	Iteration 31Q: 3 clusters Score -1256262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1256270.125000 Penalty: 4737.446289
	Iteration 32Q: 3 clusters Score -1256270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1256275.750000 Penalty: 4737.446289
	Iteration 33Q: 3 clusters Score -1256276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1256284.125000 Penalty: 4737.446289
	Iteration 34Q: 3 clusters Score -1256284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1256289.125000 Penalty: 4737.446289
	Iteration 35Q: 3 clusters Score -1256289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1256295.375000 Penalty: 4737.446289
	Iteration 36Q: 3 clusters Score -1256295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1256298.125000 Penalty: 4737.446289
	Iteration 37Q: 3 clusters Score -1256298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1256304.375000 Penalty: 4737.446289
	Iteration 38Q: 3 clusters Score -1256304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1256305.375000 Penalty: 4737.446289
	Iteration 39Q: 3 clusters Score -1256305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1256306.875000 Penalty: 4737.446289
	Iteration 40F: 3 clusters Score -1256307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1256310.000000 Penalty: 4737.446289
	Iteration 41Q: 3 clusters Score -1256310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1256311.875000 Penalty: 4737.446289
	Iteration 42Q: 3 clusters Score -1256312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1256314.875000 Penalty: 4737.446289
	Iteration 43Q: 3 clusters Score -1256315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1256320.375000 Penalty: 4737.446289
	Iteration 44Q: 3 clusters Score -1256320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1256318.875000 Penalty: 4737.446289
	Iteration 45Q: 3 clusters Score -1256319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1256322.000000 Penalty: 4737.446289
	Iteration 46Q: 3 clusters Score -1256322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1256319.750000 Penalty: 4737.446289
	Iteration 47Q: 3 clusters Score -1256320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1256321.500000 Penalty: 4737.446289
	Iteration 48Q: 3 clusters Score -1256322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1256321.875000 Penalty: 4737.446289
	Iteration 49Q: 3 clusters Score -1256322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1256323.125000 Penalty: 4737.446289
	Iteration 50Q: 3 clusters Score -1256323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1256327.375000 Penalty: 4737.446289
	Iteration 51Q: 3 clusters Score -1256327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1256327.625000 Penalty: 4737.446289
	Iteration 52Q: 3 clusters Score -1256328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1256331.125000 Penalty: 4737.446289
	Iteration 53Q: 3 clusters Score -1256331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1256331.375000 Penalty: 4737.446289
	Iteration 54Q: 3 clusters Score -1256331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1256333.500000 Penalty: 4737.446289
	Iteration 55Q: 3 clusters Score -1256334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1256334.250000 Penalty: 4737.446289
	Iteration 56Q: 3 clusters Score -1256334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1256335.000000 Penalty: 4737.446289
	Iteration 57Q: 3 clusters Score -1256335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1256333.750000 Penalty: 4737.446289
	Iteration 58Q: 3 clusters Score -1256334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1256336.500000 Penalty: 4737.446289
	Iteration 59Q: 3 clusters Score -1256336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1256335.875000 Penalty: 4737.446289
	Iteration 60F: 3 clusters Score -1256336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1256337.000000 Penalty: 4737.446289
	Iteration 61Q: 3 clusters Score -1256337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1256337.875000 Penalty: 4737.446289
	Iteration 62Q: 3 clusters Score -1256338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1256338.500000 Penalty: 4737.446289
	Iteration 63Q: 3 clusters Score -1256338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1256337.875000 Penalty: 4737.446289
	Iteration 64Q: 3 clusters Score -1256338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1256337.875000 Penalty: 4737.446289
	Iteration 65F: 3 clusters Score -1256338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Entering Unmasked Estep 
Score: -1521719.125000 Penalty: 2425.009521
	Iteration 0F: 2 clusters Score -1521719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1509175.875000 Penalty: 4850.019043
	Iteration 0F: 3 clusters Score -1509176 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1513441.750000 Penalty: 4850.019043
	Iteration 1F: 3 clusters Score -1513442 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1513927.125000 Penalty: 4850.019043
	Iteration 2F: 3 clusters Score -1513927 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1514439.500000 Penalty: 4850.019043
	Iteration 3F: 3 clusters Score -1514440 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1514984.625000 Penalty: 4850.019043
	Iteration 4F: 3 clusters Score -1514985 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1515611.250000 Penalty: 4850.019043
	Iteration 5F: 3 clusters Score -1515611 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1516169.000000 Penalty: 4850.019043
	Iteration 6F: 3 clusters Score -1516169 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1516706.000000 Penalty: 4850.019043
	Iteration 7Q: 3 clusters Score -1516706 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1517176.000000 Penalty: 4850.019043
	Iteration 8Q: 3 clusters Score -1517176 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1517505.875000 Penalty: 4850.019043
	Iteration 9Q: 3 clusters Score -1517506 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1517752.875000 Penalty: 4850.019043
	Iteration 10Q: 3 clusters Score -1517753 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1517943.500000 Penalty: 4850.019043
	Iteration 11Q: 3 clusters Score -1517944 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1518097.250000 Penalty: 4850.019043
	Iteration 12Q: 3 clusters Score -1518097 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1518220.625000 Penalty: 4850.019043
	Iteration 13Q: 3 clusters Score -1518221 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1518303.875000 Penalty: 4850.019043
	Iteration 14Q: 3 clusters Score -1518304 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1518375.000000 Penalty: 4850.019043
	Iteration 15Q: 3 clusters Score -1518375 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1518423.625000 Penalty: 4850.019043
	Iteration 16Q: 3 clusters Score -1518424 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1518480.125000 Penalty: 4850.019043
	Iteration 17Q: 3 clusters Score -1518480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1518505.375000 Penalty: 4850.019043
	Iteration 18Q: 3 clusters Score -1518505 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1518538.750000 Penalty: 4850.019043
	Iteration 19Q: 3 clusters Score -1518539 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1518579.250000 Penalty: 4850.019043
	Iteration 20F: 3 clusters Score -1518579 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1518613.375000 Penalty: 4850.019043
	Iteration 21Q: 3 clusters Score -1518613 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1518640.625000 Penalty: 4850.019043
	Iteration 22Q: 3 clusters Score -1518641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1518657.000000 Penalty: 4850.019043
	Iteration 23Q: 3 clusters Score -1518657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1518680.000000 Penalty: 4850.019043
	Iteration 24Q: 3 clusters Score -1518680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1518696.125000 Penalty: 4850.019043
	Iteration 25Q: 3 clusters Score -1518696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1518717.625000 Penalty: 4850.019043
	Iteration 26Q: 3 clusters Score -1518718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1518732.250000 Penalty: 4850.019043
	Iteration 27Q: 3 clusters Score -1518732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1518740.875000 Penalty: 4850.019043
	Iteration 28Q: 3 clusters Score -1518741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1518751.125000 Penalty: 4850.019043
	Iteration 29Q: 3 clusters Score -1518751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1518767.750000 Penalty: 4850.019043
	Iteration 30Q: 3 clusters Score -1518768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1518781.875000 Penalty: 4850.019043
	Iteration 31Q: 3 clusters Score -1518782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1518800.000000 Penalty: 4850.019043
	Iteration 32Q: 3 clusters Score -1518800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1518812.625000 Penalty: 4850.019043
	Iteration 33Q: 3 clusters Score -1518813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1518826.000000 Penalty: 4850.019043
	Iteration 34Q: 3 clusters Score -1518826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1518831.000000 Penalty: 4850.019043
	Iteration 35Q: 3 clusters Score -1518831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1518840.750000 Penalty: 4850.019043
	Iteration 36Q: 3 clusters Score -1518841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1518847.500000 Penalty: 4850.019043
	Iteration 37Q: 3 clusters Score -1518848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1518853.000000 Penalty: 4850.019043
	Iteration 38Q: 3 clusters Score -1518853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1518870.375000 Penalty: 4850.019043
	Iteration 39Q: 3 clusters Score -1518870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1518869.375000 Penalty: 4850.019043
	Iteration 40F: 3 clusters Score -1518869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1518882.250000 Penalty: 4850.019043
	Iteration 41Q: 3 clusters Score -1518882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1518891.750000 Penalty: 4850.019043
	Iteration 42Q: 3 clusters Score -1518892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1518898.500000 Penalty: 4850.019043
	Iteration 43Q: 3 clusters Score -1518898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1518897.000000 Penalty: 4850.019043
	Iteration 44Q: 3 clusters Score -1518897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1518904.125000 Penalty: 4850.019043
	Iteration 45Q: 3 clusters Score -1518904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1518912.500000 Penalty: 4850.019043
	Iteration 46Q: 3 clusters Score -1518912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1518923.625000 Penalty: 4850.019043
	Iteration 47Q: 3 clusters Score -1518924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1518929.250000 Penalty: 4850.019043
	Iteration 48Q: 3 clusters Score -1518929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1518938.000000 Penalty: 4850.019043
	Iteration 49Q: 3 clusters Score -1518938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1518937.625000 Penalty: 4850.019043
	Iteration 50Q: 3 clusters Score -1518938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1518945.000000 Penalty: 4850.019043
	Iteration 51Q: 3 clusters Score -1518945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1518948.000000 Penalty: 4850.019043
	Iteration 52Q: 3 clusters Score -1518948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1518955.500000 Penalty: 4850.019043
	Iteration 53Q: 3 clusters Score -1518956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1518953.750000 Penalty: 4850.019043
	Iteration 54Q: 3 clusters Score -1518954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1518955.250000 Penalty: 4850.019043
	Iteration 55Q: 3 clusters Score -1518955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1518952.750000 Penalty: 4850.019043
	Iteration 56Q: 3 clusters Score -1518953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1518954.750000 Penalty: 4850.019043
	Iteration 57Q: 3 clusters Score -1518955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1518959.500000 Penalty: 4850.019043
	Iteration 58Q: 3 clusters Score -1518960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1518960.125000 Penalty: 4850.019043
	Iteration 59Q: 3 clusters Score -1518960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1518960.250000 Penalty: 4850.019043
	Iteration 60F: 3 clusters Score -1518960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1518962.625000 Penalty: 4850.019043
	Iteration 61Q: 3 clusters Score -1518963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1518960.250000 Penalty: 4850.019043
	Iteration 62Q: 3 clusters Score -1518960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1518966.500000 Penalty: 4850.019043
	Iteration 63Q: 3 clusters Score -1518966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1518964.625000 Penalty: 4850.019043
	Iteration 64Q: 3 clusters Score -1518965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1518965.750000 Penalty: 4850.019043
	Iteration 65Q: 3 clusters Score -1518966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1518963.375000 Penalty: 4850.019043
	Iteration 66Q: 3 clusters Score -1518963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1518962.750000 Penalty: 4850.019043
	Iteration 67Q: 3 clusters Score -1518963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1518961.625000 Penalty: 4850.019043
	Iteration 68Q: 3 clusters Score -1518962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1518961.625000 Penalty: 4850.019043
	Iteration 69Q: 3 clusters Score -1518962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1518962.250000 Penalty: 4850.019043
	Iteration 70Q: 3 clusters Score -1518962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1518962.125000 Penalty: 4850.019043
	Iteration 71Q: 3 clusters Score -1518962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1518967.125000 Penalty: 4850.019043
	Iteration 72Q: 3 clusters Score -1518967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1518964.625000 Penalty: 4850.019043
	Iteration 73Q: 3 clusters Score -1518965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1518961.500000 Penalty: 4850.019043
	Iteration 74Q: 3 clusters Score -1518962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1518963.625000 Penalty: 4850.019043
	Iteration 75Q: 3 clusters Score -1518964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1518962.000000 Penalty: 4850.019043
	Iteration 76Q: 3 clusters Score -1518962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1518963.000000 Penalty: 4850.019043
	Iteration 77Q: 3 clusters Score -1518963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1518967.000000 Penalty: 4850.019043
	Iteration 78Q: 3 clusters Score -1518967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1518964.125000 Penalty: 4850.019043
	Iteration 79Q: 3 clusters Score -1518964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1518964.500000 Penalty: 4850.019043
	Iteration 80F: 3 clusters Score -1518964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1518967.875000 Penalty: 4850.019043
	Iteration 81Q: 3 clusters Score -1518968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1518966.750000 Penalty: 4850.019043
	Iteration 82Q: 3 clusters Score -1518967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1518965.000000 Penalty: 4850.019043
	Iteration 83Q: 3 clusters Score -1518965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1518964.375000 Penalty: 4850.019043
	Iteration 84Q: 3 clusters Score -1518964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1518966.500000 Penalty: 4850.019043
	Iteration 85Q: 3 clusters Score -1518966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1518965.750000 Penalty: 4850.019043
	Iteration 86Q: 3 clusters Score -1518966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1518968.125000 Penalty: 4850.019043
	Iteration 87Q: 3 clusters Score -1518968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1518970.875000 Penalty: 4850.019043
	Iteration 88Q: 3 clusters Score -1518971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1518972.250000 Penalty: 4850.019043
	Iteration 89Q: 3 clusters Score -1518972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1518973.625000 Penalty: 4850.019043
	Iteration 90Q: 3 clusters Score -1518974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1518972.875000 Penalty: 4850.019043
	Iteration 91Q: 3 clusters Score -1518973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1518974.375000 Penalty: 4850.019043
	Iteration 92Q: 3 clusters Score -1518974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1518974.375000 Penalty: 4850.019043
	Iteration 93F: 3 clusters Score -1518974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Entering Unmasked Estep 
Score: -3612306.250000 Penalty: 2631.853271
	Iteration 0F: 2 clusters Score -3612306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3584737.250000 Penalty: 5263.706543
	Iteration 0F: 3 clusters Score -3584737 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3594881.250000 Penalty: 5263.706543
	Iteration 1F: 3 clusters Score -3594881 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3595530.000000 Penalty: 5263.706543
	Iteration 2Q: 3 clusters Score -3595530 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3596112.750000 Penalty: 5263.706543
	Iteration 3Q: 3 clusters Score -3596113 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3596675.750000 Penalty: 5263.706543
	Iteration 4Q: 3 clusters Score -3596676 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3597312.250000 Penalty: 5263.706543
	Iteration 5Q: 3 clusters Score -3597312 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3598036.000000 Penalty: 5263.706543
	Iteration 6Q: 3 clusters Score -3598036 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3598848.500000 Penalty: 5263.706543
	Iteration 7Q: 3 clusters Score -3598848 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3599732.500000 Penalty: 5263.706543
	Iteration 8Q: 3 clusters Score -3599732 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3600657.500000 Penalty: 5263.706543
	Iteration 9Q: 3 clusters Score -3600658 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3601645.250000 Penalty: 5263.706543
	Iteration 10Q: 3 clusters Score -3601645 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3602716.000000 Penalty: 5263.706543
	Iteration 11Q: 3 clusters Score -3602716 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3603610.750000 Penalty: 5263.706543
	Iteration 12Q: 3 clusters Score -3603611 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3604204.500000 Penalty: 5263.706543
	Iteration 13Q: 3 clusters Score -3604204 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3604559.750000 Penalty: 5263.706543
	Iteration 14Q: 3 clusters Score -3604560 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3604785.750000 Penalty: 5263.706543
	Iteration 15Q: 3 clusters Score -3604786 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3604949.500000 Penalty: 5263.706543
	Iteration 16Q: 3 clusters Score -3604950 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3605092.500000 Penalty: 5263.706543
	Iteration 17Q: 3 clusters Score -3605092 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3605148.750000 Penalty: 5263.706543
	Iteration 18Q: 3 clusters Score -3605149 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3605238.250000 Penalty: 5263.706543
	Iteration 19Q: 3 clusters Score -3605238 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3605329.250000 Penalty: 5263.706543
	Iteration 20F: 3 clusters Score -3605329 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3605401.000000 Penalty: 5263.706543
	Iteration 21Q: 3 clusters Score -3605401 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3605479.000000 Penalty: 5263.706543
	Iteration 22Q: 3 clusters Score -3605479 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3605577.000000 Penalty: 5263.706543
	Iteration 23Q: 3 clusters Score -3605577 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3605638.750000 Penalty: 5263.706543
	Iteration 24Q: 3 clusters Score -3605639 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3605722.750000 Penalty: 5263.706543
	Iteration 25Q: 3 clusters Score -3605723 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3605777.250000 Penalty: 5263.706543
	Iteration 26Q: 3 clusters Score -3605777 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3605825.250000 Penalty: 5263.706543
	Iteration 27Q: 3 clusters Score -3605825 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3605863.750000 Penalty: 5263.706543
	Iteration 28Q: 3 clusters Score -3605864 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3605895.000000 Penalty: 5263.706543
	Iteration 29Q: 3 clusters Score -3605895 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3605940.500000 Penalty: 5263.706543
	Iteration 30Q: 3 clusters Score -3605940 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3605980.500000 Penalty: 5263.706543
	Iteration 31Q: 3 clusters Score -3605980 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3606036.000000 Penalty: 5263.706543
	Iteration 32Q: 3 clusters Score -3606036 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3606065.250000 Penalty: 5263.706543
	Iteration 33Q: 3 clusters Score -3606065 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3606098.250000 Penalty: 5263.706543
	Iteration 34Q: 3 clusters Score -3606098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3606118.750000 Penalty: 5263.706543
	Iteration 35Q: 3 clusters Score -3606119 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3606165.000000 Penalty: 5263.706543
	Iteration 36Q: 3 clusters Score -3606165 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3606218.750000 Penalty: 5263.706543
	Iteration 37Q: 3 clusters Score -3606219 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3606273.500000 Penalty: 5263.706543
	Iteration 38Q: 3 clusters Score -3606274 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3606302.250000 Penalty: 5263.706543
	Iteration 39Q: 3 clusters Score -3606302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3606337.250000 Penalty: 5263.706543
	Iteration 40F: 3 clusters Score -3606337 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3606370.750000 Penalty: 5263.706543
	Iteration 41Q: 3 clusters Score -3606371 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3606403.500000 Penalty: 5263.706543
	Iteration 42Q: 3 clusters Score -3606404 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3606447.000000 Penalty: 5263.706543
	Iteration 43Q: 3 clusters Score -3606447 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3606502.000000 Penalty: 5263.706543
	Iteration 44Q: 3 clusters Score -3606502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3606558.500000 Penalty: 5263.706543
	Iteration 45Q: 3 clusters Score -3606558 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3606620.750000 Penalty: 5263.706543
	Iteration 46Q: 3 clusters Score -3606621 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3606697.250000 Penalty: 5263.706543
	Iteration 47Q: 3 clusters Score -3606697 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3606752.500000 Penalty: 5263.706543
	Iteration 48Q: 3 clusters Score -3606752 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3606800.500000 Penalty: 5263.706543
	Iteration 49Q: 3 clusters Score -3606800 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3606867.000000 Penalty: 5263.706543
	Iteration 50Q: 3 clusters Score -3606867 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3606964.500000 Penalty: 5263.706543
	Iteration 51Q: 3 clusters Score -3606964 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3607063.000000 Penalty: 5263.706543
	Iteration 52Q: 3 clusters Score -3607063 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3607170.500000 Penalty: 5263.706543
	Iteration 53Q: 3 clusters Score -3607170 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3607301.000000 Penalty: 5263.706543
	Iteration 54Q: 3 clusters Score -3607301 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3607463.000000 Penalty: 5263.706543
	Iteration 55Q: 3 clusters Score -3607463 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3607638.250000 Penalty: 5263.706543
	Iteration 56Q: 3 clusters Score -3607638 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3607814.500000 Penalty: 5263.706543
	Iteration 57Q: 3 clusters Score -3607814 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3608059.750000 Penalty: 5263.706543
	Iteration 58Q: 3 clusters Score -3608060 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3608301.000000 Penalty: 5263.706543
	Iteration 59Q: 3 clusters Score -3608301 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3608566.250000 Penalty: 5263.706543
	Iteration 60F: 3 clusters Score -3608566 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3608832.250000 Penalty: 5263.706543
	Iteration 61Q: 3 clusters Score -3608832 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3609109.750000 Penalty: 5263.706543
	Iteration 62Q: 3 clusters Score -3609110 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3609337.000000 Penalty: 5263.706543
	Iteration 63Q: 3 clusters Score -3609337 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3609507.000000 Penalty: 5263.706543
	Iteration 64Q: 3 clusters Score -3609507 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3609649.250000 Penalty: 5263.706543
	Iteration 65Q: 3 clusters Score -3609649 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3609735.250000 Penalty: 5263.706543
	Iteration 66Q: 3 clusters Score -3609735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3609819.000000 Penalty: 5263.706543
	Iteration 67Q: 3 clusters Score -3609819 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3609880.250000 Penalty: 5263.706543
	Iteration 68Q: 3 clusters Score -3609880 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3609923.250000 Penalty: 5263.706543
	Iteration 69Q: 3 clusters Score -3609923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3609960.000000 Penalty: 5263.706543
	Iteration 70Q: 3 clusters Score -3609960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3609990.500000 Penalty: 5263.706543
	Iteration 71Q: 3 clusters Score -3609990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3610018.750000 Penalty: 5263.706543
	Iteration 72Q: 3 clusters Score -3610019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3610048.750000 Penalty: 5263.706543
	Iteration 73Q: 3 clusters Score -3610049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3610077.500000 Penalty: 5263.706543
	Iteration 74Q: 3 clusters Score -3610078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3610087.750000 Penalty: 5263.706543
	Iteration 75Q: 3 clusters Score -3610088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3610104.250000 Penalty: 5263.706543
	Iteration 76Q: 3 clusters Score -3610104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3610113.000000 Penalty: 5263.706543
	Iteration 77Q: 3 clusters Score -3610113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3610126.000000 Penalty: 5263.706543
	Iteration 78Q: 3 clusters Score -3610126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3610142.250000 Penalty: 5263.706543
	Iteration 79Q: 3 clusters Score -3610142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3610145.750000 Penalty: 5263.706543
	Iteration 80F: 3 clusters Score -3610146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3610154.000000 Penalty: 5263.706543
	Iteration 81Q: 3 clusters Score -3610154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3610166.750000 Penalty: 5263.706543
	Iteration 82Q: 3 clusters Score -3610167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3610168.000000 Penalty: 5263.706543
	Iteration 83Q: 3 clusters Score -3610168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3610170.250000 Penalty: 5263.706543
	Iteration 84Q: 3 clusters Score -3610170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3610167.750000 Penalty: 5263.706543
	Iteration 85Q: 3 clusters Score -3610168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3610173.500000 Penalty: 5263.706543
	Iteration 86Q: 3 clusters Score -3610174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3610172.750000 Penalty: 5263.706543
	Iteration 87Q: 3 clusters Score -3610173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3610174.750000 Penalty: 5263.706543
	Iteration 88Q: 3 clusters Score -3610175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3610175.250000 Penalty: 5263.706543
	Iteration 89Q: 3 clusters Score -3610175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3610175.250000 Penalty: 5263.706543
	Iteration 90F: 3 clusters Score -3610175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Entering Unmasked Estep 
Score: -2361611.500000 Penalty: 2522.614746
	Iteration 0F: 2 clusters Score -2361612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2343429.500000 Penalty: 5045.229492
	Iteration 0F: 3 clusters Score -2343430 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2349701.500000 Penalty: 5045.229492
	Iteration 1F: 3 clusters Score -2349702 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2350192.500000 Penalty: 5045.229492
	Iteration 2F: 3 clusters Score -2350192 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2350716.250000 Penalty: 5045.229492
	Iteration 3Q: 3 clusters Score -2350716 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2351359.500000 Penalty: 5045.229492
	Iteration 4F: 3 clusters Score -2351360 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2352192.000000 Penalty: 5045.229492
	Iteration 5F: 3 clusters Score -2352192 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2353197.250000 Penalty: 5045.229492
	Iteration 6F: 3 clusters Score -2353197 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2354421.750000 Penalty: 5045.229492
	Iteration 7F: 3 clusters Score -2354422 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2355739.000000 Penalty: 5045.229492
	Iteration 8F: 3 clusters Score -2355739 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2357006.250000 Penalty: 5045.229492
	Iteration 9F: 3 clusters Score -2357006 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2358009.750000 Penalty: 5045.229492
	Iteration 10Q: 3 clusters Score -2358010 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2358746.750000 Penalty: 5045.229492
	Iteration 11Q: 3 clusters Score -2358747 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2359255.750000 Penalty: 5045.229492
	Iteration 12Q: 3 clusters Score -2359256 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2359541.750000 Penalty: 5045.229492
	Iteration 13Q: 3 clusters Score -2359542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2359734.000000 Penalty: 5045.229492
	Iteration 14Q: 3 clusters Score -2359734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2359848.000000 Penalty: 5045.229492
	Iteration 15Q: 3 clusters Score -2359848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2359938.000000 Penalty: 5045.229492
	Iteration 16Q: 3 clusters Score -2359938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2360008.750000 Penalty: 5045.229492
	Iteration 17Q: 3 clusters Score -2360009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2360061.000000 Penalty: 5045.229492
	Iteration 18Q: 3 clusters Score -2360061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2360074.000000 Penalty: 5045.229492
	Iteration 19Q: 3 clusters Score -2360074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2360086.500000 Penalty: 5045.229492
	Iteration 20F: 3 clusters Score -2360086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2360091.500000 Penalty: 5045.229492
	Iteration 21Q: 3 clusters Score -2360092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2360093.500000 Penalty: 5045.229492
	Iteration 22Q: 3 clusters Score -2360094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2360102.750000 Penalty: 5045.229492
	Iteration 23Q: 3 clusters Score -2360103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2360107.250000 Penalty: 5045.229492
	Iteration 24Q: 3 clusters Score -2360107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2360109.000000 Penalty: 5045.229492
	Iteration 25Q: 3 clusters Score -2360109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2360111.250000 Penalty: 5045.229492
	Iteration 26Q: 3 clusters Score -2360111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2360109.250000 Penalty: 5045.229492
	Iteration 27Q: 3 clusters Score -2360109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2360113.250000 Penalty: 5045.229492
	Iteration 28Q: 3 clusters Score -2360113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2360113.000000 Penalty: 5045.229492
	Iteration 29Q: 3 clusters Score -2360113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2360113.000000 Penalty: 5045.229492
	Iteration 30Q: 3 clusters Score -2360113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2360115.250000 Penalty: 5045.229492
	Iteration 31Q: 3 clusters Score -2360115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2360113.000000 Penalty: 5045.229492
	Iteration 32Q: 3 clusters Score -2360113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2360113.000000 Penalty: 5045.229492
	Iteration 33F: 3 clusters Score -2360113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (133123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Entering Unmasked Estep 
Score: -12132096.000000 Penalty: 2926.158936
	Iteration 0F: 2 clusters Score -1.21321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -12043328.000000 Penalty: 5852.317871
	Iteration 0F: 3 clusters Score -1.204333e+07 nChanged 63376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -12079678.000000 Penalty: 5852.317871
	Iteration 1F: 3 clusters Score -1.207968e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -12080669.000000 Penalty: 5852.317871
	Iteration 2Q: 3 clusters Score -1.208067e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -12081915.000000 Penalty: 5852.317871
	Iteration 3Q: 3 clusters Score -1.208192e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -12083837.000000 Penalty: 5852.317871
	Iteration 4Q: 3 clusters Score -1.208384e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -12086732.000000 Penalty: 5852.317871
	Iteration 5Q: 3 clusters Score -1.208673e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -12090698.000000 Penalty: 5852.317871
	Iteration 6F: 3 clusters Score -1.20907e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -12096117.000000 Penalty: 5852.317871
	Iteration 7F: 3 clusters Score -1.209612e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -12102065.000000 Penalty: 5852.317871
	Iteration 8F: 3 clusters Score -1.210206e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -12108005.000000 Penalty: 5852.317871
	Iteration 9F: 3 clusters Score -1.2108e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112702 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -12113217.000000 Penalty: 5852.317871
	Iteration 10F: 3 clusters Score -1.211322e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -12117809.000000 Penalty: 5852.317871
	Iteration 11Q: 3 clusters Score -1.211781e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -12121785.000000 Penalty: 5852.317871
	Iteration 12Q: 3 clusters Score -1.212178e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -12125033.000000 Penalty: 5852.317871
	Iteration 13Q: 3 clusters Score -1.212503e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129594 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -12127291.000000 Penalty: 5852.317871
	Iteration 14Q: 3 clusters Score -1.212729e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131036 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -12128519.000000 Penalty: 5852.317871
	Iteration 15Q: 3 clusters Score -1.212852e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131669 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -12129166.000000 Penalty: 5852.317871
	Iteration 16Q: 3 clusters Score -1.212917e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12129463.000000 Penalty: 5852.317871
	Iteration 17Q: 3 clusters Score -1.212946e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12129629.000000 Penalty: 5852.317871
	Iteration 18Q: 3 clusters Score -1.212963e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132059 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12129721.000000 Penalty: 5852.317871
	Iteration 19Q: 3 clusters Score -1.212972e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12129763.000000 Penalty: 5852.317871
	Iteration 20F: 3 clusters Score -1.212976e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12129813.000000 Penalty: 5852.317871
	Iteration 21Q: 3 clusters Score -1.212981e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12129854.000000 Penalty: 5852.317871
	Iteration 22Q: 3 clusters Score -1.212985e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12129881.000000 Penalty: 5852.317871
	Iteration 23Q: 3 clusters Score -1.212988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132126 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12129889.000000 Penalty: 5852.317871
	Iteration 24Q: 3 clusters Score -1.212989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132130 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12129900.000000 Penalty: 5852.317871
	Iteration 25Q: 3 clusters Score -1.21299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12129897.000000 Penalty: 5852.317871
	Iteration 26Q: 3 clusters Score -1.21299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12129903.000000 Penalty: 5852.317871
	Iteration 27Q: 3 clusters Score -1.21299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12129917.000000 Penalty: 5852.317871
	Iteration 28Q: 3 clusters Score -1.212992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132145 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12129904.000000 Penalty: 5852.317871
	Iteration 29Q: 3 clusters Score -1.21299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132144 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12129900.000000 Penalty: 5852.317871
	Iteration 30Q: 3 clusters Score -1.21299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132142 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12129911.000000 Penalty: 5852.317871
	Iteration 31Q: 3 clusters Score -1.212991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132145 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12129919.000000 Penalty: 5852.317871
	Iteration 32Q: 3 clusters Score -1.212992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12129917.000000 Penalty: 5852.317871
	Iteration 33Q: 3 clusters Score -1.212992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132149 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12129924.000000 Penalty: 5852.317871
	Iteration 34Q: 3 clusters Score -1.212992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132147 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12129930.000000 Penalty: 5852.317871
	Iteration 35Q: 3 clusters Score -1.212993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12129942.000000 Penalty: 5852.317871
	Iteration 36Q: 3 clusters Score -1.212994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132151 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12129939.000000 Penalty: 5852.317871
	Iteration 37Q: 3 clusters Score -1.212994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12129941.000000 Penalty: 5852.317871
	Iteration 38Q: 3 clusters Score -1.212994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12129941.000000 Penalty: 5852.317871
	Iteration 39Q: 3 clusters Score -1.212994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12129941.000000 Penalty: 5852.317871
	Iteration 40F: 3 clusters Score -1.212994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (102481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Entering Unmasked Estep 
Score: -9184959.000000 Penalty: 2861.283203
	Iteration 0F: 2 clusters Score -9184959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -9116366.000000 Penalty: 5722.566406
	Iteration 0F: 3 clusters Score -9116366 nChanged 48451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -9143945.000000 Penalty: 5722.566406
	Iteration 1F: 3 clusters Score -9143945 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9144626.000000 Penalty: 5722.566406
	Iteration 2Q: 3 clusters Score -9144626 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -9145172.000000 Penalty: 5722.566406
	Iteration 3Q: 3 clusters Score -9145172 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -9145860.000000 Penalty: 5722.566406
	Iteration 4Q: 3 clusters Score -9145860 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -9146609.000000 Penalty: 5722.566406
	Iteration 5Q: 3 clusters Score -9146609 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -9147606.000000 Penalty: 5722.566406
	Iteration 6Q: 3 clusters Score -9147606 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -9149074.000000 Penalty: 5722.566406
	Iteration 7Q: 3 clusters Score -9149074 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -9151432.000000 Penalty: 5722.566406
	Iteration 8Q: 3 clusters Score -9151432 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -9155089.000000 Penalty: 5722.566406
	Iteration 9F: 3 clusters Score -9155089 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -9160311.000000 Penalty: 5722.566406
	Iteration 10F: 3 clusters Score -9160311 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -9166414.000000 Penalty: 5722.566406
	Iteration 11F: 3 clusters Score -9166414 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -9172239.000000 Penalty: 5722.566406
	Iteration 12F: 3 clusters Score -9172239 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9176769.000000 Penalty: 5722.566406
	Iteration 13Q: 3 clusters Score -9176769 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -9179554.000000 Penalty: 5722.566406
	Iteration 14Q: 3 clusters Score -9179554 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9181126.000000 Penalty: 5722.566406
	Iteration 15Q: 3 clusters Score -9181126 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9181771.000000 Penalty: 5722.566406
	Iteration 16Q: 3 clusters Score -9181771 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9182126.000000 Penalty: 5722.566406
	Iteration 17Q: 3 clusters Score -9182126 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9182281.000000 Penalty: 5722.566406
	Iteration 18Q: 3 clusters Score -9182281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9182360.000000 Penalty: 5722.566406
	Iteration 19Q: 3 clusters Score -9182360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9182391.000000 Penalty: 5722.566406
	Iteration 20F: 3 clusters Score -9182391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9182403.000000 Penalty: 5722.566406
	Iteration 21Q: 3 clusters Score -9182403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9182430.000000 Penalty: 5722.566406
	Iteration 22Q: 3 clusters Score -9182430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102147 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9182441.000000 Penalty: 5722.566406
	Iteration 23Q: 3 clusters Score -9182441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9182452.000000 Penalty: 5722.566406
	Iteration 24Q: 3 clusters Score -9182452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9182457.000000 Penalty: 5722.566406
	Iteration 25Q: 3 clusters Score -9182457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9182459.000000 Penalty: 5722.566406
	Iteration 26Q: 3 clusters Score -9182459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9182457.000000 Penalty: 5722.566406
	Iteration 27Q: 3 clusters Score -9182457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9182462.000000 Penalty: 5722.566406
	Iteration 28Q: 3 clusters Score -9182462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9182462.000000 Penalty: 5722.566406
	Iteration 29F: 3 clusters Score -9182462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -579852.187500 Penalty: 2195.425537
	Iteration 0F: 2 clusters Score -579852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -574105.187500 Penalty: 4390.851074
	Iteration 0F: 3 clusters Score -574105.2 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -575611.875000 Penalty: 4390.851074
	Iteration 1F: 3 clusters Score -575611.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -575898.375000 Penalty: 4390.851074
	Iteration 2F: 3 clusters Score -575898.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -576092.125000 Penalty: 4390.851074
	Iteration 3F: 3 clusters Score -576092.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -576232.437500 Penalty: 4390.851074
	Iteration 4Q: 3 clusters Score -576232.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -576385.000000 Penalty: 4390.851074
	Iteration 5Q: 3 clusters Score -576385 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -576515.875000 Penalty: 4390.851074
	Iteration 6Q: 3 clusters Score -576515.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -576653.562500 Penalty: 4390.851074
	Iteration 7Q: 3 clusters Score -576653.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -576778.312500 Penalty: 4390.851074
	Iteration 8Q: 3 clusters Score -576778.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -576903.625000 Penalty: 4390.851074
	Iteration 9Q: 3 clusters Score -576903.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -577071.812500 Penalty: 4390.851074
	Iteration 10Q: 3 clusters Score -577071.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -577284.312500 Penalty: 4390.851074
	Iteration 11Q: 3 clusters Score -577284.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -577514.687500 Penalty: 4390.851074
	Iteration 12Q: 3 clusters Score -577514.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -577820.437500 Penalty: 4390.851074
	Iteration 13Q: 3 clusters Score -577820.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -578081.812500 Penalty: 4390.851074
	Iteration 14Q: 3 clusters Score -578081.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -578268.187500 Penalty: 4390.851074
	Iteration 15Q: 3 clusters Score -578268.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -578402.937500 Penalty: 4390.851074
	Iteration 16Q: 3 clusters Score -578402.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -578521.125000 Penalty: 4390.851074
	Iteration 17Q: 3 clusters Score -578521.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -578625.250000 Penalty: 4390.851074
	Iteration 18Q: 3 clusters Score -578625.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -578705.687500 Penalty: 4390.851074
	Iteration 19Q: 3 clusters Score -578705.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -578764.625000 Penalty: 4390.851074
	Iteration 20F: 3 clusters Score -578764.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -578819.062500 Penalty: 4390.851074
	Iteration 21Q: 3 clusters Score -578819.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -578852.437500 Penalty: 4390.851074
	Iteration 22Q: 3 clusters Score -578852.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -578875.562500 Penalty: 4390.851074
	Iteration 23Q: 3 clusters Score -578875.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -578904.312500 Penalty: 4390.851074
	Iteration 24Q: 3 clusters Score -578904.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -578925.562500 Penalty: 4390.851074
	Iteration 25Q: 3 clusters Score -578925.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -578946.125000 Penalty: 4390.851074
	Iteration 26Q: 3 clusters Score -578946.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -578961.187500 Penalty: 4390.851074
	Iteration 27Q: 3 clusters Score -578961.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -578975.625000 Penalty: 4390.851074
	Iteration 28Q: 3 clusters Score -578975.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -578993.375000 Penalty: 4390.851074
	Iteration 29Q: 3 clusters Score -578993.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -579010.250000 Penalty: 4390.851074
	Iteration 30Q: 3 clusters Score -579010.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -579024.250000 Penalty: 4390.851074
	Iteration 31Q: 3 clusters Score -579024.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -579036.125000 Penalty: 4390.851074
	Iteration 32Q: 3 clusters Score -579036.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -579046.312500 Penalty: 4390.851074
	Iteration 33Q: 3 clusters Score -579046.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -579051.000000 Penalty: 4390.851074
	Iteration 34Q: 3 clusters Score -579051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -579058.500000 Penalty: 4390.851074
	Iteration 35Q: 3 clusters Score -579058.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -579065.937500 Penalty: 4390.851074
	Iteration 36Q: 3 clusters Score -579065.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -579077.687500 Penalty: 4390.851074
	Iteration 37Q: 3 clusters Score -579077.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -579088.687500 Penalty: 4390.851074
	Iteration 38Q: 3 clusters Score -579088.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -579098.875000 Penalty: 4390.851074
	Iteration 39Q: 3 clusters Score -579098.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -579111.375000 Penalty: 4390.851074
	Iteration 40F: 3 clusters Score -579111.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -579124.812500 Penalty: 4390.851074
	Iteration 41Q: 3 clusters Score -579124.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -579141.250000 Penalty: 4390.851074
	Iteration 42Q: 3 clusters Score -579141.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -579152.187500 Penalty: 4390.851074
	Iteration 43Q: 3 clusters Score -579152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -579158.750000 Penalty: 4390.851074
	Iteration 44Q: 3 clusters Score -579158.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -579167.937500 Penalty: 4390.851074
	Iteration 45Q: 3 clusters Score -579167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -579174.937500 Penalty: 4390.851074
	Iteration 46Q: 3 clusters Score -579174.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -579183.812500 Penalty: 4390.851074
	Iteration 47Q: 3 clusters Score -579183.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -579196.187500 Penalty: 4390.851074
	Iteration 48Q: 3 clusters Score -579196.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -579206.375000 Penalty: 4390.851074
	Iteration 49Q: 3 clusters Score -579206.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -579215.437500 Penalty: 4390.851074
	Iteration 50Q: 3 clusters Score -579215.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -579222.187500 Penalty: 4390.851074
	Iteration 51Q: 3 clusters Score -579222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -579223.937500 Penalty: 4390.851074
	Iteration 52Q: 3 clusters Score -579223.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -579228.375000 Penalty: 4390.851074
	Iteration 53Q: 3 clusters Score -579228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -579235.062500 Penalty: 4390.851074
	Iteration 54Q: 3 clusters Score -579235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -579236.562500 Penalty: 4390.851074
	Iteration 55Q: 3 clusters Score -579236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -579237.250000 Penalty: 4390.851074
	Iteration 56Q: 3 clusters Score -579237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -579239.437500 Penalty: 4390.851074
	Iteration 57Q: 3 clusters Score -579239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -579238.500000 Penalty: 4390.851074
	Iteration 58Q: 3 clusters Score -579238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -579239.875000 Penalty: 4390.851074
	Iteration 59Q: 3 clusters Score -579239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -579240.562500 Penalty: 4390.851074
	Iteration 60F: 3 clusters Score -579240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -579241.375000 Penalty: 4390.851074
	Iteration 61Q: 3 clusters Score -579241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -579242.375000 Penalty: 4390.851074
	Iteration 62Q: 3 clusters Score -579242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -579244.000000 Penalty: 4390.851074
	Iteration 63Q: 3 clusters Score -579244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -579244.187500 Penalty: 4390.851074
	Iteration 64Q: 3 clusters Score -579244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -579245.750000 Penalty: 4390.851074
	Iteration 65Q: 3 clusters Score -579245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -579248.062500 Penalty: 4390.851074
	Iteration 66Q: 3 clusters Score -579248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -579249.562500 Penalty: 4390.851074
	Iteration 67Q: 3 clusters Score -579249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -579249.125000 Penalty: 4390.851074
	Iteration 68Q: 3 clusters Score -579249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -579250.312500 Penalty: 4390.851074
	Iteration 69Q: 3 clusters Score -579250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -579252.875000 Penalty: 4390.851074
	Iteration 70Q: 3 clusters Score -579252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -579254.437500 Penalty: 4390.851074
	Iteration 71Q: 3 clusters Score -579254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -579258.875000 Penalty: 4390.851074
	Iteration 72Q: 3 clusters Score -579258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -579264.187500 Penalty: 4390.851074
	Iteration 73Q: 3 clusters Score -579264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -579266.250000 Penalty: 4390.851074
	Iteration 74Q: 3 clusters Score -579266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -579267.062500 Penalty: 4390.851074
	Iteration 75Q: 3 clusters Score -579267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -579269.125000 Penalty: 4390.851074
	Iteration 76Q: 3 clusters Score -579269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -579270.375000 Penalty: 4390.851074
	Iteration 77Q: 3 clusters Score -579270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -579269.562500 Penalty: 4390.851074
	Iteration 78Q: 3 clusters Score -579269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -579270.812500 Penalty: 4390.851074
	Iteration 79Q: 3 clusters Score -579270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -579272.125000 Penalty: 4390.851074
	Iteration 80F: 3 clusters Score -579272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -579277.000000 Penalty: 4390.851074
	Iteration 81Q: 3 clusters Score -579277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -579278.625000 Penalty: 4390.851074
	Iteration 82Q: 3 clusters Score -579278.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -579280.875000 Penalty: 4390.851074
	Iteration 83Q: 3 clusters Score -579280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -579282.312500 Penalty: 4390.851074
	Iteration 84Q: 3 clusters Score -579282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -579284.750000 Penalty: 4390.851074
	Iteration 85Q: 3 clusters Score -579284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -579286.187500 Penalty: 4390.851074
	Iteration 86Q: 3 clusters Score -579286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -579287.312500 Penalty: 4390.851074
	Iteration 87Q: 3 clusters Score -579287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -579288.812500 Penalty: 4390.851074
	Iteration 88Q: 3 clusters Score -579288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -579288.812500 Penalty: 4390.851074
	Iteration 89F: 3 clusters Score -579288.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (208536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208536 members 
Entering Unmasked Estep 
Score: -18576810.000000 Penalty: 3037.470947
	Iteration 0F: 2 clusters Score -1.857681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -18437240.000000 Penalty: 6074.941895
	Iteration 0F: 3 clusters Score -1.843724e+07 nChanged 100230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -18495468.000000 Penalty: 6074.941895
	Iteration 1F: 3 clusters Score -1.849547e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -18496514.000000 Penalty: 6074.941895
	Iteration 2Q: 3 clusters Score -1.849651e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -18497558.000000 Penalty: 6074.941895
	Iteration 3Q: 3 clusters Score -1.849756e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -18498912.000000 Penalty: 6074.941895
	Iteration 4Q: 3 clusters Score -1.849891e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114080 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -18501212.000000 Penalty: 6074.941895
	Iteration 5Q: 3 clusters Score -1.850121e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -18504366.000000 Penalty: 6074.941895
	Iteration 6Q: 3 clusters Score -1.850437e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127231 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -18509008.000000 Penalty: 6074.941895
	Iteration 7F: 3 clusters Score -1.850901e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -18515302.000000 Penalty: 6074.941895
	Iteration 8F: 3 clusters Score -1.85153e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -18524480.000000 Penalty: 6074.941895
	Iteration 9F: 3 clusters Score -1.852448e+07 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164983 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -18535888.000000 Penalty: 6074.941895
	Iteration 10F: 3 clusters Score -1.853589e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179775 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -18548546.000000 Penalty: 6074.941895
	Iteration 11F: 3 clusters Score -1.854855e+07 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192312 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -18559982.000000 Penalty: 6074.941895
	Iteration 12F: 3 clusters Score -1.855998e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200732 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -18567540.000000 Penalty: 6074.941895
	Iteration 13Q: 3 clusters Score -1.856754e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205199 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -18571462.000000 Penalty: 6074.941895
	Iteration 14Q: 3 clusters Score -1.857146e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207055 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18572968.000000 Penalty: 6074.941895
	Iteration 15Q: 3 clusters Score -1.857297e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207774 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18573658.000000 Penalty: 6074.941895
	Iteration 16Q: 3 clusters Score -1.857366e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208041 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18573914.000000 Penalty: 6074.941895
	Iteration 17Q: 3 clusters Score -1.857391e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208135 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18574038.000000 Penalty: 6074.941895
	Iteration 18Q: 3 clusters Score -1.857404e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18574096.000000 Penalty: 6074.941895
	Iteration 19Q: 3 clusters Score -1.85741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208192 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18574118.000000 Penalty: 6074.941895
	Iteration 20F: 3 clusters Score -1.857412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208199 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18574162.000000 Penalty: 6074.941895
	Iteration 21Q: 3 clusters Score -1.857416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18574158.000000 Penalty: 6074.941895
	Iteration 22Q: 3 clusters Score -1.857416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18574176.000000 Penalty: 6074.941895
	Iteration 23Q: 3 clusters Score -1.857418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208217 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18574182.000000 Penalty: 6074.941895
	Iteration 24Q: 3 clusters Score -1.857418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208222 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18574214.000000 Penalty: 6074.941895
	Iteration 25Q: 3 clusters Score -1.857421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18574218.000000 Penalty: 6074.941895
	Iteration 26Q: 3 clusters Score -1.857422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18574216.000000 Penalty: 6074.941895
	Iteration 27Q: 3 clusters Score -1.857422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208227 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18574230.000000 Penalty: 6074.941895
	Iteration 28Q: 3 clusters Score -1.857423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18574236.000000 Penalty: 6074.941895
	Iteration 29Q: 3 clusters Score -1.857424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208228 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18574236.000000 Penalty: 6074.941895
	Iteration 30Q: 3 clusters Score -1.857424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18574232.000000 Penalty: 6074.941895
	Iteration 31Q: 3 clusters Score -1.857423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208228 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18574234.000000 Penalty: 6074.941895
	Iteration 32Q: 3 clusters Score -1.857423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18574248.000000 Penalty: 6074.941895
	Iteration 33Q: 3 clusters Score -1.857425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18574248.000000 Penalty: 6074.941895
	Iteration 34F: 3 clusters Score -1.857425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Entering Unmasked Estep 
Score: -2107759.750000 Penalty: 2503.420654
	Iteration 0F: 2 clusters Score -2107760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2090899.000000 Penalty: 5006.841309
	Iteration 0F: 3 clusters Score -2090899 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2096769.125000 Penalty: 5006.841309
	Iteration 1F: 3 clusters Score -2096769 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2097196.500000 Penalty: 5006.841309
	Iteration 2F: 3 clusters Score -2097196 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2097580.000000 Penalty: 5006.841309
	Iteration 3Q: 3 clusters Score -2097580 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2097993.000000 Penalty: 5006.841309
	Iteration 4Q: 3 clusters Score -2097993 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2098452.250000 Penalty: 5006.841309
	Iteration 5Q: 3 clusters Score -2098452 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2099009.750000 Penalty: 5006.841309
	Iteration 6Q: 3 clusters Score -2099010 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2099851.500000 Penalty: 5006.841309
	Iteration 7F: 3 clusters Score -2099852 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2100976.500000 Penalty: 5006.841309
	Iteration 8F: 3 clusters Score -2100976 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2102312.000000 Penalty: 5006.841309
	Iteration 9F: 3 clusters Score -2102312 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2103572.250000 Penalty: 5006.841309
	Iteration 10F: 3 clusters Score -2103572 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2104496.000000 Penalty: 5006.841309
	Iteration 11Q: 3 clusters Score -2104496 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2105073.750000 Penalty: 5006.841309
	Iteration 12Q: 3 clusters Score -2105074 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2105343.750000 Penalty: 5006.841309
	Iteration 13Q: 3 clusters Score -2105344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2105466.250000 Penalty: 5006.841309
	Iteration 14Q: 3 clusters Score -2105466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2105521.750000 Penalty: 5006.841309
	Iteration 15Q: 3 clusters Score -2105522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2105560.250000 Penalty: 5006.841309
	Iteration 16Q: 3 clusters Score -2105560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2105587.250000 Penalty: 5006.841309
	Iteration 17Q: 3 clusters Score -2105587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2105604.750000 Penalty: 5006.841309
	Iteration 18Q: 3 clusters Score -2105605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2105611.250000 Penalty: 5006.841309
	Iteration 19Q: 3 clusters Score -2105611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2105616.250000 Penalty: 5006.841309
	Iteration 20F: 3 clusters Score -2105616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2105621.000000 Penalty: 5006.841309
	Iteration 21Q: 3 clusters Score -2105621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2105628.000000 Penalty: 5006.841309
	Iteration 22Q: 3 clusters Score -2105628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2105630.750000 Penalty: 5006.841309
	Iteration 23Q: 3 clusters Score -2105631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2105636.250000 Penalty: 5006.841309
	Iteration 24Q: 3 clusters Score -2105636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2105641.500000 Penalty: 5006.841309
	Iteration 25Q: 3 clusters Score -2105642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2105645.750000 Penalty: 5006.841309
	Iteration 26Q: 3 clusters Score -2105646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2105649.750000 Penalty: 5006.841309
	Iteration 27Q: 3 clusters Score -2105650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2105651.750000 Penalty: 5006.841309
	Iteration 28Q: 3 clusters Score -2105652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2105652.500000 Penalty: 5006.841309
	Iteration 29Q: 3 clusters Score -2105652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2105653.000000 Penalty: 5006.841309
	Iteration 30Q: 3 clusters Score -2105653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2105653.000000 Penalty: 5006.841309
	Iteration 31F: 3 clusters Score -2105653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -315819.937500 Penalty: 2043.811768
	Iteration 0F: 2 clusters Score -315819.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -312040.781250 Penalty: 4087.623535
	Iteration 0F: 3 clusters Score -312040.8 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -312831.343750 Penalty: 4087.623535
	Iteration 1F: 3 clusters Score -312831.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -313026.843750 Penalty: 4087.623535
	Iteration 2F: 3 clusters Score -313026.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -313208.375000 Penalty: 4087.623535
	Iteration 3F: 3 clusters Score -313208.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -313402.062500 Penalty: 4087.623535
	Iteration 4Q: 3 clusters Score -313402.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -313586.031250 Penalty: 4087.623535
	Iteration 5Q: 3 clusters Score -313586 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -313764.156250 Penalty: 4087.623535
	Iteration 6Q: 3 clusters Score -313764.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -313951.687500 Penalty: 4087.623535
	Iteration 7Q: 3 clusters Score -313951.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -314166.250000 Penalty: 4087.623535
	Iteration 8Q: 3 clusters Score -314166.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -314352.437500 Penalty: 4087.623535
	Iteration 9Q: 3 clusters Score -314352.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -314468.375000 Penalty: 4087.623535
	Iteration 10Q: 3 clusters Score -314468.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -314537.156250 Penalty: 4087.623535
	Iteration 11Q: 3 clusters Score -314537.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314583.656250 Penalty: 4087.623535
	Iteration 12Q: 3 clusters Score -314583.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -314623.687500 Penalty: 4087.623535
	Iteration 13Q: 3 clusters Score -314623.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -314651.531250 Penalty: 4087.623535
	Iteration 14Q: 3 clusters Score -314651.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -314671.500000 Penalty: 4087.623535
	Iteration 15Q: 3 clusters Score -314671.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -314683.375000 Penalty: 4087.623535
	Iteration 16Q: 3 clusters Score -314683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -314693.437500 Penalty: 4087.623535
	Iteration 17Q: 3 clusters Score -314693.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -314706.375000 Penalty: 4087.623535
	Iteration 18Q: 3 clusters Score -314706.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -314719.781250 Penalty: 4087.623535
	Iteration 19Q: 3 clusters Score -314719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -314731.562500 Penalty: 4087.623535
	Iteration 20F: 3 clusters Score -314731.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -314745.843750 Penalty: 4087.623535
	Iteration 21Q: 3 clusters Score -314745.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -314757.437500 Penalty: 4087.623535
	Iteration 22Q: 3 clusters Score -314757.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -314774.437500 Penalty: 4087.623535
	Iteration 23Q: 3 clusters Score -314774.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -314797.156250 Penalty: 4087.623535
	Iteration 24Q: 3 clusters Score -314797.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -314820.968750 Penalty: 4087.623535
	Iteration 25Q: 3 clusters Score -314821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -314845.125000 Penalty: 4087.623535
	Iteration 26Q: 3 clusters Score -314845.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -314864.312500 Penalty: 4087.623535
	Iteration 27Q: 3 clusters Score -314864.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -314887.750000 Penalty: 4087.623535
	Iteration 28Q: 3 clusters Score -314887.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -314910.312500 Penalty: 4087.623535
	Iteration 29Q: 3 clusters Score -314910.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -314933.437500 Penalty: 4087.623535
	Iteration 30Q: 3 clusters Score -314933.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -314962.312500 Penalty: 4087.623535
	Iteration 31Q: 3 clusters Score -314962.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -314993.093750 Penalty: 4087.623535
	Iteration 32Q: 3 clusters Score -314993.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -315016.937500 Penalty: 4087.623535
	Iteration 33Q: 3 clusters Score -315016.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -315039.968750 Penalty: 4087.623535
	Iteration 34Q: 3 clusters Score -315040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -315053.906250 Penalty: 4087.623535
	Iteration 35Q: 3 clusters Score -315053.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -315080.375000 Penalty: 4087.623535
	Iteration 36Q: 3 clusters Score -315080.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -315121.343750 Penalty: 4087.623535
	Iteration 37Q: 3 clusters Score -315121.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -315153.718750 Penalty: 4087.623535
	Iteration 38Q: 3 clusters Score -315153.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -315174.781250 Penalty: 4087.623535
	Iteration 39Q: 3 clusters Score -315174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -315200.437500 Penalty: 4087.623535
	Iteration 40F: 3 clusters Score -315200.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -315225.031250 Penalty: 4087.623535
	Iteration 41Q: 3 clusters Score -315225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -315253.718750 Penalty: 4087.623535
	Iteration 42Q: 3 clusters Score -315253.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -315282.468750 Penalty: 4087.623535
	Iteration 43Q: 3 clusters Score -315282.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -315311.625000 Penalty: 4087.623535
	Iteration 44Q: 3 clusters Score -315311.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -315328.500000 Penalty: 4087.623535
	Iteration 45Q: 3 clusters Score -315328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -315337.968750 Penalty: 4087.623535
	Iteration 46Q: 3 clusters Score -315338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -315346.000000 Penalty: 4087.623535
	Iteration 47Q: 3 clusters Score -315346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -315347.156250 Penalty: 4087.623535
	Iteration 48Q: 3 clusters Score -315347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -315347.875000 Penalty: 4087.623535
	Iteration 49Q: 3 clusters Score -315347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -315348.406250 Penalty: 4087.623535
	Iteration 50Q: 3 clusters Score -315348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -315348.406250 Penalty: 4087.623535
	Iteration 51F: 3 clusters Score -315348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Entering Unmasked Estep 
Score: -5821552.500000 Penalty: 2746.786865
	Iteration 0F: 2 clusters Score -5821552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -5778235.500000 Penalty: 5493.573730
	Iteration 0F: 3 clusters Score -5778236 nChanged 30078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5795053.000000 Penalty: 5493.573730
	Iteration 1F: 3 clusters Score -5795053 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -5795857.000000 Penalty: 5493.573730
	Iteration 2Q: 3 clusters Score -5795857 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5796900.500000 Penalty: 5493.573730
	Iteration 3Q: 3 clusters Score -5796900 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5798268.000000 Penalty: 5493.573730
	Iteration 4Q: 3 clusters Score -5798268 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -5800077.500000 Penalty: 5493.573730
	Iteration 5F: 3 clusters Score -5800078 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5802625.000000 Penalty: 5493.573730
	Iteration 6F: 3 clusters Score -5802625 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5805403.000000 Penalty: 5493.573730
	Iteration 7F: 3 clusters Score -5805403 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5808115.000000 Penalty: 5493.573730
	Iteration 8F: 3 clusters Score -5808115 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -5810239.000000 Penalty: 5493.573730
	Iteration 9Q: 3 clusters Score -5810239 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -5811702.000000 Penalty: 5493.573730
	Iteration 10Q: 3 clusters Score -5811702 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -5812659.500000 Penalty: 5493.573730
	Iteration 11Q: 3 clusters Score -5812660 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -5813358.500000 Penalty: 5493.573730
	Iteration 12Q: 3 clusters Score -5813358 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -5814010.500000 Penalty: 5493.573730
	Iteration 13Q: 3 clusters Score -5814010 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -5814568.000000 Penalty: 5493.573730
	Iteration 14Q: 3 clusters Score -5814568 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -5815187.000000 Penalty: 5493.573730
	Iteration 15Q: 3 clusters Score -5815187 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -5815767.000000 Penalty: 5493.573730
	Iteration 16Q: 3 clusters Score -5815767 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -5816358.500000 Penalty: 5493.573730
	Iteration 17Q: 3 clusters Score -5816358 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -5816888.500000 Penalty: 5493.573730
	Iteration 18Q: 3 clusters Score -5816888 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -5817347.500000 Penalty: 5493.573730
	Iteration 19Q: 3 clusters Score -5817348 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -5817767.500000 Penalty: 5493.573730
	Iteration 20F: 3 clusters Score -5817768 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -5818164.500000 Penalty: 5493.573730
	Iteration 21Q: 3 clusters Score -5818164 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -5818455.000000 Penalty: 5493.573730
	Iteration 22Q: 3 clusters Score -5818455 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -5818732.500000 Penalty: 5493.573730
	Iteration 23Q: 3 clusters Score -5818732 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -5818899.500000 Penalty: 5493.573730
	Iteration 24Q: 3 clusters Score -5818900 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -5819043.000000 Penalty: 5493.573730
	Iteration 25Q: 3 clusters Score -5819043 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -5819150.500000 Penalty: 5493.573730
	Iteration 26Q: 3 clusters Score -5819150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -5819203.000000 Penalty: 5493.573730
	Iteration 27Q: 3 clusters Score -5819203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -5819252.500000 Penalty: 5493.573730
	Iteration 28Q: 3 clusters Score -5819252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -5819278.000000 Penalty: 5493.573730
	Iteration 29Q: 3 clusters Score -5819278 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -5819323.500000 Penalty: 5493.573730
	Iteration 30Q: 3 clusters Score -5819324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -5819349.500000 Penalty: 5493.573730
	Iteration 31Q: 3 clusters Score -5819350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -5819364.000000 Penalty: 5493.573730
	Iteration 32Q: 3 clusters Score -5819364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -5819356.000000 Penalty: 5493.573730
	Iteration 33Q: 3 clusters Score -5819356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -5819361.000000 Penalty: 5493.573730
	Iteration 34Q: 3 clusters Score -5819361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -5819372.000000 Penalty: 5493.573730
	Iteration 35Q: 3 clusters Score -5819372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -5819374.000000 Penalty: 5493.573730
	Iteration 36Q: 3 clusters Score -5819374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -5819398.000000 Penalty: 5493.573730
	Iteration 37Q: 3 clusters Score -5819398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -5819404.500000 Penalty: 5493.573730
	Iteration 38Q: 3 clusters Score -5819404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -5819425.000000 Penalty: 5493.573730
	Iteration 39Q: 3 clusters Score -5819425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -5819430.500000 Penalty: 5493.573730
	Iteration 40F: 3 clusters Score -5819430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -5819421.000000 Penalty: 5493.573730
	Iteration 41Q: 3 clusters Score -5819421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -5819442.500000 Penalty: 5493.573730
	Iteration 42Q: 3 clusters Score -5819442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -5819440.000000 Penalty: 5493.573730
	Iteration 43Q: 3 clusters Score -5819440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -5819443.000000 Penalty: 5493.573730
	Iteration 44Q: 3 clusters Score -5819443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -5819454.000000 Penalty: 5493.573730
	Iteration 45Q: 3 clusters Score -5819454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -5819452.000000 Penalty: 5493.573730
	Iteration 46Q: 3 clusters Score -5819452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -5819450.000000 Penalty: 5493.573730
	Iteration 47Q: 3 clusters Score -5819450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -5819452.000000 Penalty: 5493.573730
	Iteration 48Q: 3 clusters Score -5819452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5819453.000000 Penalty: 5493.573730
	Iteration 49Q: 3 clusters Score -5819453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -5819454.500000 Penalty: 5493.573730
	Iteration 50Q: 3 clusters Score -5819454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -5819460.000000 Penalty: 5493.573730
	Iteration 51Q: 3 clusters Score -5819460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -5819463.500000 Penalty: 5493.573730
	Iteration 52Q: 3 clusters Score -5819464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -5819475.000000 Penalty: 5493.573730
	Iteration 53Q: 3 clusters Score -5819475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -5819476.500000 Penalty: 5493.573730
	Iteration 54Q: 3 clusters Score -5819476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -5819486.500000 Penalty: 5493.573730
	Iteration 55Q: 3 clusters Score -5819486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -5819491.500000 Penalty: 5493.573730
	Iteration 56Q: 3 clusters Score -5819492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -5819502.000000 Penalty: 5493.573730
	Iteration 57Q: 3 clusters Score -5819502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -5819503.500000 Penalty: 5493.573730
	Iteration 58Q: 3 clusters Score -5819504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -5819511.500000 Penalty: 5493.573730
	Iteration 59Q: 3 clusters Score -5819512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -5819513.000000 Penalty: 5493.573730
	Iteration 60F: 3 clusters Score -5819513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -5819511.500000 Penalty: 5493.573730
	Iteration 61Q: 3 clusters Score -5819512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -5819513.000000 Penalty: 5493.573730
	Iteration 62Q: 3 clusters Score -5819513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -5819513.000000 Penalty: 5493.573730
	Iteration 63Q: 3 clusters Score -5819513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -5819512.500000 Penalty: 5493.573730
	Iteration 64Q: 3 clusters Score -5819512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -5819515.000000 Penalty: 5493.573730
	Iteration 65Q: 3 clusters Score -5819515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -5819515.000000 Penalty: 5493.573730
	Iteration 66F: 3 clusters Score -5819515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -1835580.375000 Penalty: 2464.512451
	Iteration 0F: 2 clusters Score -1835580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1820961.875000 Penalty: 4929.024902
	Iteration 0F: 3 clusters Score -1820962 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1825841.500000 Penalty: 4929.024902
	Iteration 1F: 3 clusters Score -1825842 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1826213.500000 Penalty: 4929.024902
	Iteration 2F: 3 clusters Score -1826214 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1826496.500000 Penalty: 4929.024902
	Iteration 3Q: 3 clusters Score -1826496 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1826749.625000 Penalty: 4929.024902
	Iteration 4Q: 3 clusters Score -1826750 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1826999.750000 Penalty: 4929.024902
	Iteration 5Q: 3 clusters Score -1827000 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1827265.250000 Penalty: 4929.024902
	Iteration 6Q: 3 clusters Score -1827265 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1827529.500000 Penalty: 4929.024902
	Iteration 7Q: 3 clusters Score -1827530 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1827838.000000 Penalty: 4929.024902
	Iteration 8Q: 3 clusters Score -1827838 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1828168.750000 Penalty: 4929.024902
	Iteration 9Q: 3 clusters Score -1828169 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1828595.125000 Penalty: 4929.024902
	Iteration 10Q: 3 clusters Score -1828595 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1829088 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1829688 nChanged 945
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1830262 nChanged 795
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1830693 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1830952 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1831071.500000 Penalty: 4929.024902
	Iteration 16Q: 3 clusters Score -1831072 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1831147 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1831191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1831224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1831248 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1831270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1831284 nChanged 102
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1831307 nChanged 87
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Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1831313 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1831324 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1831338 nChanged 90
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Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1831355 nChanged 68
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Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1831363 nChanged 76
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Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1831374 nChanged 69
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Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1831380 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1831388 nChanged 92
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Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1831409 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1831420 nChanged 72
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1831430 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1831447 nChanged 83
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Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1831458 nChanged 76
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Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1831468 nChanged 66
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Mstep: Class 1 contains 7795 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1831470 nChanged 73
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Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1831483 nChanged 63
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Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1831490 nChanged 80
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Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1831508 nChanged 78
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Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1831519 nChanged 72
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Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1831520 nChanged 72
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Mstep: Class 1 contains 7431 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1831541 nChanged 82
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Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1831552 nChanged 96
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Mstep: Class 1 contains 7295 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1831572 nChanged 83
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Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1831585 nChanged 89
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1831602.875000 Penalty: 4929.024902
	Iteration 48Q: 3 clusters Score -1831603 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7080 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1831608 nChanged 75
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Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1831625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1831634.875000 Penalty: 4929.024902
	Iteration 51Q: 3 clusters Score -1831635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1831645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1831671 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1831685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1831701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1831710 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1831731 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1831750 nChanged 84
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Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1831766 nChanged 81
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1831772 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1831796 nChanged 81
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Mstep: Class 1 contains 6077 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1831805 nChanged 74
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Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1831819 nChanged 80
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Mstep: Class 1 contains 5933 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1831822 nChanged 63
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1831838.875000 Penalty: 4929.024902
	Iteration 65Q: 3 clusters Score -1831839 nChanged 56
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Mstep: Class 1 contains 5820 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1831842 nChanged 66
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Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 14935 members 
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	Iteration 67Q: 3 clusters Score -1831850 nChanged 53
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Mstep: Class 1 contains 5705 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1831861 nChanged 49
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Mstep: Class 1 contains 5656 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1831863 nChanged 38
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Mstep: Class 1 contains 5618 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1831870 nChanged 36
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Mstep: Class 1 contains 5582 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1831874 nChanged 46
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Mstep: Class 1 contains 5536 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1831881 nChanged 49
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Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1831885 nChanged 60
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Mstep: Class 1 contains 5431 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1831900 nChanged 77
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1831915 nChanged 69
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Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1831929 nChanged 70
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15470 members 
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	Iteration 77Q: 3 clusters Score -1831937 nChanged 79
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Mstep: Class 1 contains 5146 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1831955 nChanged 74
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Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1831966 nChanged 72
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Mstep: Class 1 contains 5006 members 
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Entering Unmasked Estep 
Score: -1831977.500000 Penalty: 4929.024902
	Iteration 80F: 3 clusters Score -1831978 nChanged 67
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Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1831992 nChanged 77
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 15825 members 
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	Iteration 82Q: 3 clusters Score -1832003 nChanged 78
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15901 members 
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Score: -1832015.875000 Penalty: 4929.024902
	Iteration 83Q: 3 clusters Score -1832016 nChanged 89
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1832035.625000 Penalty: 4929.024902
	Iteration 84Q: 3 clusters Score -1832036 nChanged 79
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Mstep: Class 1 contains 4624 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1832051 nChanged 88
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	Iteration 86Q: 3 clusters Score -1832062 nChanged 95
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	Iteration 87Q: 3 clusters Score -1832083 nChanged 102
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	Iteration 88Q: 3 clusters Score -1832110 nChanged 100
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	Iteration 89Q: 3 clusters Score -1832129 nChanged 98
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	Iteration 90Q: 3 clusters Score -1832155 nChanged 94
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Mstep: Class 1 contains 4061 members 
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	Iteration 91Q: 3 clusters Score -1832176 nChanged 86
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Mstep: Class 1 contains 3977 members 
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Entering Unmasked Estep 
Score: -1832201.625000 Penalty: 4929.024902
	Iteration 92Q: 3 clusters Score -1832202 nChanged 106
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Mstep: Class 1 contains 3877 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1832225 nChanged 100
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	Iteration 94Q: 3 clusters Score -1832249 nChanged 114
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Mstep: Class 1 contains 3665 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1832286 nChanged 119
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1832311 nChanged 104
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Entering Unmasked Estep 
Score: -1832337.875000 Penalty: 4929.024902
	Iteration 97Q: 3 clusters Score -1832338 nChanged 78
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Mstep: Class 1 contains 3366 members 
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Entering Unmasked Estep 
Score: -1832355.750000 Penalty: 4929.024902
	Iteration 98Q: 3 clusters Score -1832356 nChanged 77
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Entering Unmasked Estep 
Score: -1832376.750000 Penalty: 4929.024902
	Iteration 99Q: 3 clusters Score -1832377 nChanged 89
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Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1832398.875000 Penalty: 4929.024902
	Iteration 100F: 3 clusters Score -1832399 nChanged 90
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1832423 nChanged 78
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1832446 nChanged 68
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Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1832460 nChanged 73
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Mstep: Class 1 contains 2895 members 
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Entering Unmasked Estep 
Score: -1832481.375000 Penalty: 4929.024902
	Iteration 104Q: 3 clusters Score -1832481 nChanged 97
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Mstep: Class 1 contains 2804 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1832578 nChanged 73
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Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1832600 nChanged 68
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Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18440 members 
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Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 18740 members 
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Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1790 members 
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Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1832867 nChanged 74
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Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19191 members 
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19311 members 
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Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19463 members 
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Mstep: Class 2 contains 19492 members 
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19515 members 
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Mstep: Class 2 contains 19546 members 
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Mstep: Class 1 contains 1133 members 
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Mstep: Class 1 contains 1116 members 
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Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19597 members 
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Mstep: Class 1 contains 1080 members 
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Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19628 members 
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	Iteration 137Q: 3 clusters Score -1833133 nChanged 11
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Mstep: Class 2 contains 19639 members 
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	Iteration 138Q: 3 clusters Score -1833140 nChanged 12
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Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19651 members 
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	Iteration 139Q: 3 clusters Score -1833137 nChanged 7
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19658 members 
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	Iteration 140F: 3 clusters Score -1833143 nChanged 11
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Mstep: Class 1 contains 1024 members 
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	Iteration 141Q: 3 clusters Score -1833150 nChanged 12
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Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19681 members 
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	Iteration 142Q: 3 clusters Score -1833154 nChanged 8
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19689 members 
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	Iteration 143Q: 3 clusters Score -1833158 nChanged 4
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Mstep: Class 1 contains 1000 members 
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	Iteration 144Q: 3 clusters Score -1833164 nChanged 7
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Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19700 members 
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	Iteration 145Q: 3 clusters Score -1833164 nChanged 7
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Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19705 members 
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	Iteration 146Q: 3 clusters Score -1833167 nChanged 6
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Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19711 members 
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	Iteration 147Q: 3 clusters Score -1833166 nChanged 6
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Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19715 members 
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	Iteration 148Q: 3 clusters Score -1833168 nChanged 8
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Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19723 members 
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	Iteration 149Q: 3 clusters Score -1833172 nChanged 7
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Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19730 members 
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	Iteration 150Q: 3 clusters Score -1833175 nChanged 8
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Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 19738 members 
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	Iteration 151Q: 3 clusters Score -1833178 nChanged 5
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Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19743 members 
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	Iteration 152Q: 3 clusters Score -1833183 nChanged 8
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	Iteration 153Q: 3 clusters Score -1833185 nChanged 12
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Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19759 members 
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	Iteration 154Q: 3 clusters Score -1833188 nChanged 15
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Mstep: Class 1 contains 921 members 
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	Iteration 155Q: 3 clusters Score -1833192 nChanged 10
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Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19782 members 
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	Iteration 156Q: 3 clusters Score -1833196 nChanged 17
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Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19799 members 
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	Iteration 157Q: 3 clusters Score -1833208 nChanged 20
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19819 members 
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	Iteration 158Q: 3 clusters Score -1833216 nChanged 19
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	Iteration 159Q: 3 clusters Score -1833228 nChanged 16
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Mstep: Class 1 contains 839 members 
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Score: -1833238.875000 Penalty: 4929.024902
	Iteration 160F: 3 clusters Score -1833239 nChanged 21
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Mstep: Class 1 contains 818 members 
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	Iteration 161Q: 3 clusters Score -1833245 nChanged 18
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Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19893 members 
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	Iteration 162Q: 3 clusters Score -1833256 nChanged 11
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Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19900 members 
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	Iteration 163Q: 3 clusters Score -1833259 nChanged 6
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Mstep: Class 1 contains 787 members 
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	Iteration 164Q: 3 clusters Score -1833262 nChanged 6
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Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19912 members 
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	Iteration 165Q: 3 clusters Score -1833262 nChanged 3
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Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19915 members 
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	Iteration 166Q: 3 clusters Score -1833265 nChanged 1
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Mstep: Class 1 contains 777 members 
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	Iteration 167Q: 3 clusters Score -1833264 nChanged 2
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	Iteration 168Q: 3 clusters Score -1833266 nChanged 3
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Mstep: Class 1 contains 772 members 
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	Iteration 169Q: 3 clusters Score -1833265 nChanged 1
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	Iteration 170Q: 3 clusters Score -1833265 nChanged 2
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Mstep: Class 1 contains 769 members 
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	Iteration 171Q: 3 clusters Score -1833266 nChanged 3
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	Iteration 172Q: 3 clusters Score -1833268 nChanged 6
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	Iteration 173Q: 3 clusters Score -1833270 nChanged 6
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	Iteration 174Q: 3 clusters Score -1833272 nChanged 6
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	Iteration 175Q: 3 clusters Score -1833274 nChanged 6
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	Iteration 176Q: 3 clusters Score -1833281 nChanged 7
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	Iteration 177Q: 3 clusters Score -1833283 nChanged 7
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	Iteration 178Q: 3 clusters Score -1833286 nChanged 7
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	Iteration 179Q: 3 clusters Score -1833291 nChanged 8
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	Iteration 180F: 3 clusters Score -1833295 nChanged 7
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	Iteration 181Q: 3 clusters Score -1833299 nChanged 7
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	Iteration 182Q: 3 clusters Score -1833302 nChanged 2
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	Iteration 183Q: 3 clusters Score -1833302 nChanged 1
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	Iteration 184Q: 3 clusters Score -1833300 nChanged 4
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	Iteration 185Q: 3 clusters Score -1833303 nChanged 6
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	Iteration 186Q: 3 clusters Score -1833309 nChanged 9
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	Iteration 187Q: 3 clusters Score -1833317 nChanged 10
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	Iteration 188Q: 3 clusters Score -1833323 nChanged 8
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	Iteration 189Q: 3 clusters Score -1833328 nChanged 7
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	Iteration 190Q: 3 clusters Score -1833330 nChanged 9
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	Iteration 191Q: 3 clusters Score -1833334 nChanged 8
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	Iteration 192Q: 3 clusters Score -1833339 nChanged 6
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	Iteration 193Q: 3 clusters Score -1833343 nChanged 4
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	Iteration 194Q: 3 clusters Score -1833344 nChanged 6
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	Iteration 195Q: 3 clusters Score -1833344 nChanged 4
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1833354 nChanged 2
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	Iteration 197Q: 3 clusters Score -1833355 nChanged 2
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	Iteration 198Q: 3 clusters Score -1833355 nChanged 2
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Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1833355.250000 Penalty: 4929.024902
	Iteration 199Q: 3 clusters Score -1833355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -1833358.250000 Penalty: 4929.024902
	Iteration 200F: 3 clusters Score -1833358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1833357.750000 Penalty: 4929.024902
	Iteration 201Q: 3 clusters Score -1833358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -1833358.500000 Penalty: 4929.024902
	Iteration 202Q: 3 clusters Score -1833358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1833360.000000 Penalty: 4929.024902
	Iteration 203Q: 3 clusters Score -1833360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1833356.500000 Penalty: 4929.024902
	Iteration 204Q: 3 clusters Score -1833356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1833356.750000 Penalty: 4929.024902
	Iteration 205Q: 3 clusters Score -1833357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1833356.750000 Penalty: 4929.024902
	Iteration 206F: 3 clusters Score -1833357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Entering Unmasked Estep 
Score: -2176648.000000 Penalty: 2502.414551
	Iteration 0F: 2 clusters Score -2176648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2159979.750000 Penalty: 5004.829102
	Iteration 0F: 3 clusters Score -2159980 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2165502.500000 Penalty: 5004.829102
	Iteration 1F: 3 clusters Score -2165502 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2165866.000000 Penalty: 5004.829102
	Iteration 2Q: 3 clusters Score -2165866 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2166220.000000 Penalty: 5004.829102
	Iteration 3Q: 3 clusters Score -2166220 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2166582.500000 Penalty: 5004.829102
	Iteration 4Q: 3 clusters Score -2166582 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2166979.500000 Penalty: 5004.829102
	Iteration 5Q: 3 clusters Score -2166980 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2167434.750000 Penalty: 5004.829102
	Iteration 6Q: 3 clusters Score -2167435 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2167960.750000 Penalty: 5004.829102
	Iteration 7Q: 3 clusters Score -2167961 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2168609.250000 Penalty: 5004.829102
	Iteration 8Q: 3 clusters Score -2168609 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2169425.000000 Penalty: 5004.829102
	Iteration 9F: 3 clusters Score -2169425 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2170397.500000 Penalty: 5004.829102
	Iteration 10F: 3 clusters Score -2170398 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2171438.500000 Penalty: 5004.829102
	Iteration 11F: 3 clusters Score -2171438 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2172492.500000 Penalty: 5004.829102
	Iteration 12F: 3 clusters Score -2172492 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2173283.500000 Penalty: 5004.829102
	Iteration 13Q: 3 clusters Score -2173284 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2173784.000000 Penalty: 5004.829102
	Iteration 14Q: 3 clusters Score -2173784 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2174034.250000 Penalty: 5004.829102
	Iteration 15Q: 3 clusters Score -2174034 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2174197.500000 Penalty: 5004.829102
	Iteration 16Q: 3 clusters Score -2174198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2174297.000000 Penalty: 5004.829102
	Iteration 17Q: 3 clusters Score -2174297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2174352.500000 Penalty: 5004.829102
	Iteration 18Q: 3 clusters Score -2174352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2174388.500000 Penalty: 5004.829102
	Iteration 19Q: 3 clusters Score -2174388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2174419.500000 Penalty: 5004.829102
	Iteration 20F: 3 clusters Score -2174420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2174440.250000 Penalty: 5004.829102
	Iteration 21Q: 3 clusters Score -2174440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2174463.250000 Penalty: 5004.829102
	Iteration 22Q: 3 clusters Score -2174463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2174478.250000 Penalty: 5004.829102
	Iteration 23Q: 3 clusters Score -2174478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2174480.500000 Penalty: 5004.829102
	Iteration 24Q: 3 clusters Score -2174480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2174487.000000 Penalty: 5004.829102
	Iteration 25Q: 3 clusters Score -2174487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2174491.500000 Penalty: 5004.829102
	Iteration 26Q: 3 clusters Score -2174492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2174492.750000 Penalty: 5004.829102
	Iteration 27Q: 3 clusters Score -2174493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2174492.750000 Penalty: 5004.829102
	Iteration 28F: 3 clusters Score -2174493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -285155.968750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -285156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -281585.375000 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -281585.4 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -282330.281250 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -282330.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -282592.625000 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -282592.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -282928.656250 Penalty: 4050.443115
	Iteration 3F: 3 clusters Score -282928.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -283318.687500 Penalty: 4050.443115
	Iteration 4F: 3 clusters Score -283318.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -283664.781250 Penalty: 4050.443115
	Iteration 5F: 3 clusters Score -283664.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -283986.343750 Penalty: 4050.443115
	Iteration 6F: 3 clusters Score -283986.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -284391.718750 Penalty: 4050.443115
	Iteration 7F: 3 clusters Score -284391.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284693.875000 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -284693.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -284923.562500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -284923.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285192.187500 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -285192.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -285419.593750 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -285419.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -285542.093750 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -285542.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285630.406250 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -285630.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -285722.968750 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -285723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -285830.812500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -285830.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -286041.812500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -286041.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -286333.437500 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -286333.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -286490.375000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -286490.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -286514.062500 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -286514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -286518.125000 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -286518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -286520.468750 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -286520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -286520.468750 Penalty: 4050.443115
	Iteration 22F: 3 clusters Score -286520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 40632 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133123 members 
Mstep: Class 9 contains 102481 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208536 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64586 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 17 contains 1762 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153866 members 
Mstep: Class 20 contains 25822 members 
Mstep: Class 21 contains 23974 members 
Mstep: Class 22 contains 22358 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402045 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208185 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19369 members 
Mstep: Class 32 contains 1758 members 
Entering Unmasked Estep 
Score: -146503024.000000 Penalty: 113876.406250
Splitting cluster 17 changes total score from -146503104.000000 to -146503024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (67199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Entering Unmasked Estep 
Score: -6038022.000000 Penalty: 2756.622559
	Iteration 0F: 2 clusters Score -6038022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5992752.500000 Penalty: 5513.245117
	Iteration 0F: 3 clusters Score -5992752 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -6010453.500000 Penalty: 5513.245117
	Iteration 1F: 3 clusters Score -6010454 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -6011009.000000 Penalty: 5513.245117
	Iteration 2Q: 3 clusters Score -6011009 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -6011546.000000 Penalty: 5513.245117
	Iteration 3Q: 3 clusters Score -6011546 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -6012110.500000 Penalty: 5513.245117
	Iteration 4Q: 3 clusters Score -6012110 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -6012761.500000 Penalty: 5513.245117
	Iteration 5Q: 3 clusters Score -6012762 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6013691.000000 Penalty: 5513.245117
	Iteration 6Q: 3 clusters Score -6013691 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -6015166.500000 Penalty: 5513.245117
	Iteration 7Q: 3 clusters Score -6015166 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -6017261.000000 Penalty: 5513.245117
	Iteration 8F: 3 clusters Score -6017261 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -6019972.000000 Penalty: 5513.245117
	Iteration 9F: 3 clusters Score -6019972 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -6023305.000000 Penalty: 5513.245117
	Iteration 10F: 3 clusters Score -6023305 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -6026875.000000 Penalty: 5513.245117
	Iteration 11F: 3 clusters Score -6026875 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -6030228.500000 Penalty: 5513.245117
	Iteration 12F: 3 clusters Score -6030228 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6032687.000000 Penalty: 5513.245117
	Iteration 13Q: 3 clusters Score -6032687 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6034244.000000 Penalty: 5513.245117
	Iteration 14Q: 3 clusters Score -6034244 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6035179.500000 Penalty: 5513.245117
	Iteration 15Q: 3 clusters Score -6035180 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6035734.000000 Penalty: 5513.245117
	Iteration 16Q: 3 clusters Score -6035734 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6036023.500000 Penalty: 5513.245117
	Iteration 17Q: 3 clusters Score -6036024 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6036168.000000 Penalty: 5513.245117
	Iteration 18Q: 3 clusters Score -6036168 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6036283.000000 Penalty: 5513.245117
	Iteration 19Q: 3 clusters Score -6036283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6036364.000000 Penalty: 5513.245117
	Iteration 20F: 3 clusters Score -6036364 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6036412.000000 Penalty: 5513.245117
	Iteration 21Q: 3 clusters Score -6036412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6036446.000000 Penalty: 5513.245117
	Iteration 22Q: 3 clusters Score -6036446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6036494.500000 Penalty: 5513.245117
	Iteration 23Q: 3 clusters Score -6036494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6036510.500000 Penalty: 5513.245117
	Iteration 24Q: 3 clusters Score -6036510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6036552.000000 Penalty: 5513.245117
	Iteration 25Q: 3 clusters Score -6036552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6036565.000000 Penalty: 5513.245117
	Iteration 26Q: 3 clusters Score -6036565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6036584.500000 Penalty: 5513.245117
	Iteration 27Q: 3 clusters Score -6036584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6036586.500000 Penalty: 5513.245117
	Iteration 28Q: 3 clusters Score -6036586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6036594.000000 Penalty: 5513.245117
	Iteration 29Q: 3 clusters Score -6036594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6036592.500000 Penalty: 5513.245117
	Iteration 30Q: 3 clusters Score -6036592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6036602.500000 Penalty: 5513.245117
	Iteration 31Q: 3 clusters Score -6036602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6036598.000000 Penalty: 5513.245117
	Iteration 32Q: 3 clusters Score -6036598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6036610.500000 Penalty: 5513.245117
	Iteration 33Q: 3 clusters Score -6036610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6036616.000000 Penalty: 5513.245117
	Iteration 34Q: 3 clusters Score -6036616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6036618.500000 Penalty: 5513.245117
	Iteration 35Q: 3 clusters Score -6036618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6036638.500000 Penalty: 5513.245117
	Iteration 36Q: 3 clusters Score -6036638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6036645.000000 Penalty: 5513.245117
	Iteration 37Q: 3 clusters Score -6036645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6036645.000000 Penalty: 5513.245117
	Iteration 38Q: 3 clusters Score -6036645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6036648.500000 Penalty: 5513.245117
	Iteration 39Q: 3 clusters Score -6036648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6036652.500000 Penalty: 5513.245117
	Iteration 40F: 3 clusters Score -6036652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6036652.000000 Penalty: 5513.245117
	Iteration 41Q: 3 clusters Score -6036652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6036646.500000 Penalty: 5513.245117
	Iteration 42Q: 3 clusters Score -6036646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6036652.000000 Penalty: 5513.245117
	Iteration 43Q: 3 clusters Score -6036652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6036648.000000 Penalty: 5513.245117
	Iteration 44Q: 3 clusters Score -6036648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6036654.500000 Penalty: 5513.245117
	Iteration 45Q: 3 clusters Score -6036654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6036656.500000 Penalty: 5513.245117
	Iteration 46Q: 3 clusters Score -6036656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6036658.000000 Penalty: 5513.245117
	Iteration 47Q: 3 clusters Score -6036658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6036655.500000 Penalty: 5513.245117
	Iteration 48Q: 3 clusters Score -6036656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6036652.000000 Penalty: 5513.245117
	Iteration 49Q: 3 clusters Score -6036652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6036652.000000 Penalty: 5513.245117
	Iteration 50F: 3 clusters Score -6036652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Entering Unmasked Estep 
Score: -13824415.000000 Penalty: 2962.071533
	Iteration 0F: 2 clusters Score -1.382442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -13721276.000000 Penalty: 5924.143066
	Iteration 0F: 3 clusters Score -1.372128e+07 nChanged 73526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -13763982.000000 Penalty: 5924.143066
	Iteration 1F: 3 clusters Score -1.376398e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -13765626.000000 Penalty: 5924.143066
	Iteration 2Q: 3 clusters Score -1.376563e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -13767988.000000 Penalty: 5924.143066
	Iteration 3Q: 3 clusters Score -1.376799e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -13771908.000000 Penalty: 5924.143066
	Iteration 4F: 3 clusters Score -1.377191e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -13777852.000000 Penalty: 5924.143066
	Iteration 5F: 3 clusters Score -1.377785e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -13786603.000000 Penalty: 5924.143066
	Iteration 6F: 3 clusters Score -1.37866e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124305 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -13796901.000000 Penalty: 5924.143066
	Iteration 7F: 3 clusters Score -1.37969e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134561 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -13806414.000000 Penalty: 5924.143066
	Iteration 8F: 3 clusters Score -1.380641e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -13813407.000000 Penalty: 5924.143066
	Iteration 9F: 3 clusters Score -1.381341e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146814 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -13817662.000000 Penalty: 5924.143066
	Iteration 10Q: 3 clusters Score -1.381766e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149444 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -13819694.000000 Penalty: 5924.143066
	Iteration 11Q: 3 clusters Score -1.381969e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150890 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -13820808.000000 Penalty: 5924.143066
	Iteration 12Q: 3 clusters Score -1.382081e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13821314.000000 Penalty: 5924.143066
	Iteration 13Q: 3 clusters Score -1.382131e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151992 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -13821586.000000 Penalty: 5924.143066
	Iteration 14Q: 3 clusters Score -1.382159e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13821716.000000 Penalty: 5924.143066
	Iteration 15Q: 3 clusters Score -1.382172e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13821781.000000 Penalty: 5924.143066
	Iteration 16Q: 3 clusters Score -1.382178e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13821808.000000 Penalty: 5924.143066
	Iteration 17Q: 3 clusters Score -1.382181e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152443 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13821835.000000 Penalty: 5924.143066
	Iteration 18Q: 3 clusters Score -1.382184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13821852.000000 Penalty: 5924.143066
	Iteration 19Q: 3 clusters Score -1.382185e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -13821871.000000 Penalty: 5924.143066
	Iteration 20F: 3 clusters Score -1.382187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152552 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13821889.000000 Penalty: 5924.143066
	Iteration 21Q: 3 clusters Score -1.382189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13821882.000000 Penalty: 5924.143066
	Iteration 22Q: 3 clusters Score -1.382188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152590 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13821926.000000 Penalty: 5924.143066
	Iteration 23Q: 3 clusters Score -1.382193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152593 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13821925.000000 Penalty: 5924.143066
	Iteration 24Q: 3 clusters Score -1.382192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13821931.000000 Penalty: 5924.143066
	Iteration 25Q: 3 clusters Score -1.382193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152605 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -13821932.000000 Penalty: 5924.143066
	Iteration 26Q: 3 clusters Score -1.382193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -13821923.000000 Penalty: 5924.143066
	Iteration 27Q: 3 clusters Score -1.382192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13821919.000000 Penalty: 5924.143066
	Iteration 28Q: 3 clusters Score -1.382192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152623 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -13821931.000000 Penalty: 5924.143066
	Iteration 29Q: 3 clusters Score -1.382193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -13821917.000000 Penalty: 5924.143066
	Iteration 30Q: 3 clusters Score -1.382192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13821919.000000 Penalty: 5924.143066
	Iteration 31Q: 3 clusters Score -1.382192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13821925.000000 Penalty: 5924.143066
	Iteration 32Q: 3 clusters Score -1.382192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152649 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13821939.000000 Penalty: 5924.143066
	Iteration 33Q: 3 clusters Score -1.382194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13821939.000000 Penalty: 5924.143066
	Iteration 34Q: 3 clusters Score -1.382194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13821951.000000 Penalty: 5924.143066
	Iteration 35Q: 3 clusters Score -1.382195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13821951.000000 Penalty: 5924.143066
	Iteration 36Q: 3 clusters Score -1.382195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13821961.000000 Penalty: 5924.143066
	Iteration 37Q: 3 clusters Score -1.382196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13821956.000000 Penalty: 5924.143066
	Iteration 38Q: 3 clusters Score -1.382196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13821956.000000 Penalty: 5924.143066
	Iteration 39Q: 3 clusters Score -1.382196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13821956.000000 Penalty: 5924.143066
	Iteration 40F: 3 clusters Score -1.382196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Entering Unmasked Estep 
Score: -2206957.000000 Penalty: 2519.427490
	Iteration 0F: 2 clusters Score -2206957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2189086.250000 Penalty: 5038.854980
	Iteration 0F: 3 clusters Score -2189086 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2195468.750000 Penalty: 5038.854980
	Iteration 1F: 3 clusters Score -2195469 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2195900.500000 Penalty: 5038.854980
	Iteration 2Q: 3 clusters Score -2195900 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2196343.000000 Penalty: 5038.854980
	Iteration 3Q: 3 clusters Score -2196343 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2196852.000000 Penalty: 5038.854980
	Iteration 4Q: 3 clusters Score -2196852 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2197460.000000 Penalty: 5038.854980
	Iteration 5Q: 3 clusters Score -2197460 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2198195.250000 Penalty: 5038.854980
	Iteration 6F: 3 clusters Score -2198195 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2199119.500000 Penalty: 5038.854980
	Iteration 7F: 3 clusters Score -2199120 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2200248.500000 Penalty: 5038.854980
	Iteration 8F: 3 clusters Score -2200248 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2201475.250000 Penalty: 5038.854980
	Iteration 9F: 3 clusters Score -2201475 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2202615.000000 Penalty: 5038.854980
	Iteration 10F: 3 clusters Score -2202615 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2203603.750000 Penalty: 5038.854980
	Iteration 11Q: 3 clusters Score -2203604 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2204358.000000 Penalty: 5038.854980
	Iteration 12Q: 3 clusters Score -2204358 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2204749.500000 Penalty: 5038.854980
	Iteration 13Q: 3 clusters Score -2204750 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2204942.500000 Penalty: 5038.854980
	Iteration 14Q: 3 clusters Score -2204942 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2205052.500000 Penalty: 5038.854980
	Iteration 15Q: 3 clusters Score -2205052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2205119.500000 Penalty: 5038.854980
	Iteration 16Q: 3 clusters Score -2205120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2205157.750000 Penalty: 5038.854980
	Iteration 17Q: 3 clusters Score -2205158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2205190.500000 Penalty: 5038.854980
	Iteration 18Q: 3 clusters Score -2205190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2205204.500000 Penalty: 5038.854980
	Iteration 19Q: 3 clusters Score -2205204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2205220.500000 Penalty: 5038.854980
	Iteration 20F: 3 clusters Score -2205220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2205234.250000 Penalty: 5038.854980
	Iteration 21Q: 3 clusters Score -2205234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2205255.250000 Penalty: 5038.854980
	Iteration 22Q: 3 clusters Score -2205255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2205271.000000 Penalty: 5038.854980
	Iteration 23Q: 3 clusters Score -2205271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2205275.750000 Penalty: 5038.854980
	Iteration 24Q: 3 clusters Score -2205276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2205283.500000 Penalty: 5038.854980
	Iteration 25Q: 3 clusters Score -2205284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2205286.500000 Penalty: 5038.854980
	Iteration 26Q: 3 clusters Score -2205286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2205289.250000 Penalty: 5038.854980
	Iteration 27Q: 3 clusters Score -2205289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2205296.750000 Penalty: 5038.854980
	Iteration 28Q: 3 clusters Score -2205297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2205300.000000 Penalty: 5038.854980
	Iteration 29Q: 3 clusters Score -2205300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2205302.750000 Penalty: 5038.854980
	Iteration 30Q: 3 clusters Score -2205303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2205309.750000 Penalty: 5038.854980
	Iteration 31Q: 3 clusters Score -2205310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2205309.250000 Penalty: 5038.854980
	Iteration 32Q: 3 clusters Score -2205309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2205309.000000 Penalty: 5038.854980
	Iteration 33Q: 3 clusters Score -2205309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2205315.000000 Penalty: 5038.854980
	Iteration 34Q: 3 clusters Score -2205315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2205315.750000 Penalty: 5038.854980
	Iteration 35Q: 3 clusters Score -2205316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2205316.250000 Penalty: 5038.854980
	Iteration 36Q: 3 clusters Score -2205316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2205317.750000 Penalty: 5038.854980
	Iteration 37Q: 3 clusters Score -2205318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2205315.250000 Penalty: 5038.854980
	Iteration 38Q: 3 clusters Score -2205315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2205319.000000 Penalty: 5038.854980
	Iteration 39Q: 3 clusters Score -2205319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2205325.500000 Penalty: 5038.854980
	Iteration 40F: 3 clusters Score -2205326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2205335.500000 Penalty: 5038.854980
	Iteration 41Q: 3 clusters Score -2205336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2205337.250000 Penalty: 5038.854980
	Iteration 42Q: 3 clusters Score -2205337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2205339.750000 Penalty: 5038.854980
	Iteration 43Q: 3 clusters Score -2205340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2205339.250000 Penalty: 5038.854980
	Iteration 44Q: 3 clusters Score -2205339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2205340.750000 Penalty: 5038.854980
	Iteration 45Q: 3 clusters Score -2205341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2205348.500000 Penalty: 5038.854980
	Iteration 46Q: 3 clusters Score -2205348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2205349.000000 Penalty: 5038.854980
	Iteration 47Q: 3 clusters Score -2205349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2205353.750000 Penalty: 5038.854980
	Iteration 48Q: 3 clusters Score -2205354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2205351.750000 Penalty: 5038.854980
	Iteration 49Q: 3 clusters Score -2205352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2205351.000000 Penalty: 5038.854980
	Iteration 50Q: 3 clusters Score -2205351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2205350.250000 Penalty: 5038.854980
	Iteration 51Q: 3 clusters Score -2205350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2205350.500000 Penalty: 5038.854980
	Iteration 52Q: 3 clusters Score -2205350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2205349.250000 Penalty: 5038.854980
	Iteration 53Q: 3 clusters Score -2205349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2205346.750000 Penalty: 5038.854980
	Iteration 54Q: 3 clusters Score -2205347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2205347.250000 Penalty: 5038.854980
	Iteration 55Q: 3 clusters Score -2205347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2205347.500000 Penalty: 5038.854980
	Iteration 56Q: 3 clusters Score -2205348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2205347.500000 Penalty: 5038.854980
	Iteration 57F: 3 clusters Score -2205348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Entering Unmasked Estep 
Score: -2100789.250000 Penalty: 2501.011963
	Iteration 0F: 2 clusters Score -2100789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2084248.875000 Penalty: 5002.023926
	Iteration 0F: 3 clusters Score -2084249 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2089999.625000 Penalty: 5002.023926
	Iteration 1F: 3 clusters Score -2090000 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2090431.875000 Penalty: 5002.023926
	Iteration 2F: 3 clusters Score -2090432 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2090747.125000 Penalty: 5002.023926
	Iteration 3Q: 3 clusters Score -2090747 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2090985.375000 Penalty: 5002.023926
	Iteration 4Q: 3 clusters Score -2090985 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2091195.375000 Penalty: 5002.023926
	Iteration 5Q: 3 clusters Score -2091195 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2091419.125000 Penalty: 5002.023926
	Iteration 6Q: 3 clusters Score -2091419 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2091702.000000 Penalty: 5002.023926
	Iteration 7Q: 3 clusters Score -2091702 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2092020.875000 Penalty: 5002.023926
	Iteration 8Q: 3 clusters Score -2092021 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2092468.750000 Penalty: 5002.023926
	Iteration 9Q: 3 clusters Score -2092469 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2092960.750000 Penalty: 5002.023926
	Iteration 10Q: 3 clusters Score -2092961 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2093563.875000 Penalty: 5002.023926
	Iteration 11Q: 3 clusters Score -2093564 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2094221.750000 Penalty: 5002.023926
	Iteration 12Q: 3 clusters Score -2094222 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2094929.875000 Penalty: 5002.023926
	Iteration 13Q: 3 clusters Score -2094930 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2095596.250000 Penalty: 5002.023926
	Iteration 14Q: 3 clusters Score -2095596 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2096227.000000 Penalty: 5002.023926
	Iteration 15Q: 3 clusters Score -2096227 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2096765.875000 Penalty: 5002.023926
	Iteration 16Q: 3 clusters Score -2096766 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2097167.750000 Penalty: 5002.023926
	Iteration 17Q: 3 clusters Score -2097168 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2097472.500000 Penalty: 5002.023926
	Iteration 18Q: 3 clusters Score -2097472 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2097695.750000 Penalty: 5002.023926
	Iteration 19Q: 3 clusters Score -2097696 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2097911.000000 Penalty: 5002.023926
	Iteration 20F: 3 clusters Score -2097911 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2098082.750000 Penalty: 5002.023926
	Iteration 21Q: 3 clusters Score -2098083 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2098202.500000 Penalty: 5002.023926
	Iteration 22Q: 3 clusters Score -2098202 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2098300.000000 Penalty: 5002.023926
	Iteration 23Q: 3 clusters Score -2098300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2098372.750000 Penalty: 5002.023926
	Iteration 24Q: 3 clusters Score -2098373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2098442.250000 Penalty: 5002.023926
	Iteration 25Q: 3 clusters Score -2098442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2098489.500000 Penalty: 5002.023926
	Iteration 26Q: 3 clusters Score -2098490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2098538.500000 Penalty: 5002.023926
	Iteration 27Q: 3 clusters Score -2098538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2098566.500000 Penalty: 5002.023926
	Iteration 28Q: 3 clusters Score -2098566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2098589.250000 Penalty: 5002.023926
	Iteration 29Q: 3 clusters Score -2098589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2098600.750000 Penalty: 5002.023926
	Iteration 30Q: 3 clusters Score -2098601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2098617.000000 Penalty: 5002.023926
	Iteration 31Q: 3 clusters Score -2098617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2098631.750000 Penalty: 5002.023926
	Iteration 32Q: 3 clusters Score -2098632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2098634.500000 Penalty: 5002.023926
	Iteration 33Q: 3 clusters Score -2098634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2098642.500000 Penalty: 5002.023926
	Iteration 34Q: 3 clusters Score -2098642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2098648.750000 Penalty: 5002.023926
	Iteration 35Q: 3 clusters Score -2098649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2098656.250000 Penalty: 5002.023926
	Iteration 36Q: 3 clusters Score -2098656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2098665.000000 Penalty: 5002.023926
	Iteration 37Q: 3 clusters Score -2098665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2098669.500000 Penalty: 5002.023926
	Iteration 38Q: 3 clusters Score -2098670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2098672.000000 Penalty: 5002.023926
	Iteration 39Q: 3 clusters Score -2098672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2098674.500000 Penalty: 5002.023926
	Iteration 40F: 3 clusters Score -2098674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2098676.250000 Penalty: 5002.023926
	Iteration 41Q: 3 clusters Score -2098676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2098685.250000 Penalty: 5002.023926
	Iteration 42Q: 3 clusters Score -2098685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2098687.250000 Penalty: 5002.023926
	Iteration 43Q: 3 clusters Score -2098687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2098688.750000 Penalty: 5002.023926
	Iteration 44Q: 3 clusters Score -2098689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2098692.750000 Penalty: 5002.023926
	Iteration 45Q: 3 clusters Score -2098693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2098693.000000 Penalty: 5002.023926
	Iteration 46Q: 3 clusters Score -2098693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2098690.750000 Penalty: 5002.023926
	Iteration 47Q: 3 clusters Score -2098691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2098693.500000 Penalty: 5002.023926
	Iteration 48Q: 3 clusters Score -2098694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2098700.250000 Penalty: 5002.023926
	Iteration 49Q: 3 clusters Score -2098700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2098703.250000 Penalty: 5002.023926
	Iteration 50Q: 3 clusters Score -2098703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2098700.500000 Penalty: 5002.023926
	Iteration 51Q: 3 clusters Score -2098700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2098701.000000 Penalty: 5002.023926
	Iteration 52Q: 3 clusters Score -2098701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2098701.000000 Penalty: 5002.023926
	Iteration 53F: 3 clusters Score -2098701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Entering Unmasked Estep 
Score: -1797686.125000 Penalty: 2483.704834
	Iteration 0F: 2 clusters Score -1797686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1782190.375000 Penalty: 4967.409668
	Iteration 0F: 3 clusters Score -1782190 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1787665.000000 Penalty: 4967.409668
	Iteration 1F: 3 clusters Score -1787665 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1788312.750000 Penalty: 4967.409668
	Iteration 2F: 3 clusters Score -1788313 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1789063.750000 Penalty: 4967.409668
	Iteration 3F: 3 clusters Score -1789064 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1790028.125000 Penalty: 4967.409668
	Iteration 4F: 3 clusters Score -1790028 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1791164.375000 Penalty: 4967.409668
	Iteration 5F: 3 clusters Score -1791164 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1792278.250000 Penalty: 4967.409668
	Iteration 6F: 3 clusters Score -1792278 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1793341.750000 Penalty: 4967.409668
	Iteration 7F: 3 clusters Score -1793342 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1794289.750000 Penalty: 4967.409668
	Iteration 8F: 3 clusters Score -1794290 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1795189.500000 Penalty: 4967.409668
	Iteration 9F: 3 clusters Score -1795190 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1795950.500000 Penalty: 4967.409668
	Iteration 10Q: 3 clusters Score -1795950 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1796515.250000 Penalty: 4967.409668
	Iteration 11Q: 3 clusters Score -1796515 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1796991.375000 Penalty: 4967.409668
	Iteration 12Q: 3 clusters Score -1796991 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1797346.625000 Penalty: 4967.409668
	Iteration 13Q: 3 clusters Score -1797347 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1797634.750000 Penalty: 4967.409668
	Iteration 14Q: 3 clusters Score -1797635 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1797857.625000 Penalty: 4967.409668
	Iteration 15Q: 3 clusters Score -1797858 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1798020.875000 Penalty: 4967.409668
	Iteration 16Q: 3 clusters Score -1798021 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1798170.500000 Penalty: 4967.409668
	Iteration 17Q: 3 clusters Score -1798170 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1798294.875000 Penalty: 4967.409668
	Iteration 18Q: 3 clusters Score -1798295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1798408.250000 Penalty: 4967.409668
	Iteration 19Q: 3 clusters Score -1798408 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1798490.250000 Penalty: 4967.409668
	Iteration 20F: 3 clusters Score -1798490 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1798569.375000 Penalty: 4967.409668
	Iteration 21Q: 3 clusters Score -1798569 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1798611.000000 Penalty: 4967.409668
	Iteration 22Q: 3 clusters Score -1798611 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1798643.250000 Penalty: 4967.409668
	Iteration 23Q: 3 clusters Score -1798643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1798670.500000 Penalty: 4967.409668
	Iteration 24Q: 3 clusters Score -1798670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1798689.000000 Penalty: 4967.409668
	Iteration 25Q: 3 clusters Score -1798689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1798707.625000 Penalty: 4967.409668
	Iteration 26Q: 3 clusters Score -1798708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1798715.250000 Penalty: 4967.409668
	Iteration 27Q: 3 clusters Score -1798715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1798721.625000 Penalty: 4967.409668
	Iteration 28Q: 3 clusters Score -1798722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1798721.625000 Penalty: 4967.409668
	Iteration 29Q: 3 clusters Score -1798722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1798722.375000 Penalty: 4967.409668
	Iteration 30Q: 3 clusters Score -1798722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1798730.625000 Penalty: 4967.409668
	Iteration 31Q: 3 clusters Score -1798731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1798733.750000 Penalty: 4967.409668
	Iteration 32Q: 3 clusters Score -1798734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1798734.500000 Penalty: 4967.409668
	Iteration 33Q: 3 clusters Score -1798734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1798742.375000 Penalty: 4967.409668
	Iteration 34Q: 3 clusters Score -1798742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1798743.250000 Penalty: 4967.409668
	Iteration 35Q: 3 clusters Score -1798743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1798745.500000 Penalty: 4967.409668
	Iteration 36Q: 3 clusters Score -1798746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1798748.250000 Penalty: 4967.409668
	Iteration 37Q: 3 clusters Score -1798748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1798748.000000 Penalty: 4967.409668
	Iteration 38Q: 3 clusters Score -1798748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1798746.375000 Penalty: 4967.409668
	Iteration 39Q: 3 clusters Score -1798746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1798742.375000 Penalty: 4967.409668
	Iteration 40F: 3 clusters Score -1798742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1798742.625000 Penalty: 4967.409668
	Iteration 41Q: 3 clusters Score -1798743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1798743.125000 Penalty: 4967.409668
	Iteration 42Q: 3 clusters Score -1798743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1798742.375000 Penalty: 4967.409668
	Iteration 43Q: 3 clusters Score -1798742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1798742.500000 Penalty: 4967.409668
	Iteration 44Q: 3 clusters Score -1798742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1798742.750000 Penalty: 4967.409668
	Iteration 45Q: 3 clusters Score -1798743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1798744.875000 Penalty: 4967.409668
	Iteration 46Q: 3 clusters Score -1798745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1798744.875000 Penalty: 4967.409668
	Iteration 47F: 3 clusters Score -1798745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 40632 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133123 members 
Mstep: Class 9 contains 102481 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208536 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64586 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153866 members 
Mstep: Class 20 contains 25822 members 
Mstep: Class 21 contains 23974 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402045 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208185 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19369 members 
Mstep: Class 32 contains 18433 members 
Entering Unmasked Estep 
Score: -146503088.000000 Penalty: 113876.406250
Splitting cluster 22 changes total score from -146503104.000000 to -146503088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -697208.875000 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -697208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -690590.937500 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -690590.9 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -692440.312500 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -692440.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -692800.687500 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -692800.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -693086.062500 Penalty: 4472.190430
	Iteration 3F: 3 clusters Score -693086.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -693395.187500 Penalty: 4472.190430
	Iteration 4F: 3 clusters Score -693395.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -693714.000000 Penalty: 4472.190430
	Iteration 5Q: 3 clusters Score -693714 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -694002.437500 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -694002.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -694262.437500 Penalty: 4472.190430
	Iteration 7Q: 3 clusters Score -694262.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -694460.562500 Penalty: 4472.190430
	Iteration 8Q: 3 clusters Score -694460.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -694620.500000 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -694620.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -694749.000000 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -694749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -694894.375000 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -694894.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -695072.000000 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -695072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -695306.750000 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -695306.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -695600.000000 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -695600 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -695922.187500 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -695922.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -696241.125000 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -696241.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -696486.000000 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -696486 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -696626.875000 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -696626.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -696698.062500 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -696698.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -696737.250000 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -696737.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -696765.375000 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -696765.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -696785.062500 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -696785.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -696802.812500 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -696802.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -696823.125000 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -696823.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -696849.125000 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -696849.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -696872.750000 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -696872.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -696908.750000 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -696908.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -696949.875000 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -696949.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -696994.750000 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -696994.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -697021.562500 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -697021.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -697031.937500 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -697031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -697036.250000 Penalty: 4472.190430
	Iteration 32Q: 3 clusters Score -697036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -697041.562500 Penalty: 4472.190430
	Iteration 33Q: 3 clusters Score -697041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -697043.812500 Penalty: 4472.190430
	Iteration 34Q: 3 clusters Score -697043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -697044.500000 Penalty: 4472.190430
	Iteration 35Q: 3 clusters Score -697044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -697045.375000 Penalty: 4472.190430
	Iteration 36Q: 3 clusters Score -697045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -697045.375000 Penalty: 4472.190430
	Iteration 37F: 3 clusters Score -697045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (402045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402045 members 
Entering Unmasked Estep 
Score: -35541788.000000 Penalty: 3200.271240
	Iteration 0F: 2 clusters Score -3.554179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200656 members 
Mstep: Class 2 contains 201389 members 
Entering Unmasked Estep 
Score: -35276680.000000 Penalty: 6400.542480
	Iteration 0F: 3 clusters Score -3.527668e+07 nChanged 195208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193378 members 
Mstep: Class 2 contains 208667 members 
Entering Unmasked Estep 
Score: -35392336.000000 Penalty: 6400.542480
	Iteration 1F: 3 clusters Score -3.539234e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189115 members 
Mstep: Class 2 contains 212930 members 
Entering Unmasked Estep 
Score: -35393756.000000 Penalty: 6400.542480
	Iteration 2Q: 3 clusters Score -3.539376e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182439 members 
Mstep: Class 2 contains 219606 members 
Entering Unmasked Estep 
Score: -35395944.000000 Penalty: 6400.542480
	Iteration 3Q: 3 clusters Score -3.539594e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 230183 members 
Entering Unmasked Estep 
Score: -35399868.000000 Penalty: 6400.542480
	Iteration 4Q: 3 clusters Score -3.539987e+07 nChanged 16971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 246436 members 
Entering Unmasked Estep 
Score: -35406888.000000 Penalty: 6400.542480
	Iteration 5Q: 3 clusters Score -3.540689e+07 nChanged 24659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 270895 members 
Entering Unmasked Estep 
Score: -35421368.000000 Penalty: 6400.542480
	Iteration 6F: 3 clusters Score -3.542137e+07 nChanged 33864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 304739 members 
Entering Unmasked Estep 
Score: -35448216.000000 Penalty: 6400.542480
	Iteration 7F: 3 clusters Score -3.544822e+07 nChanged 39365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 344102 members 
Entering Unmasked Estep 
Score: -35485700.000000 Penalty: 6400.542480
	Iteration 8F: 3 clusters Score -3.54857e+07 nChanged 32969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 377071 members 
Entering Unmasked Estep 
Score: -35516968.000000 Penalty: 6400.542480
	Iteration 9F: 3 clusters Score -3.551697e+07 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 394284 members 
Entering Unmasked Estep 
Score: -35532452.000000 Penalty: 6400.542480
	Iteration 10Q: 3 clusters Score -3.553245e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 399918 members 
Entering Unmasked Estep 
Score: -35537224.000000 Penalty: 6400.542480
	Iteration 11Q: 3 clusters Score -3.553722e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 401339 members 
Entering Unmasked Estep 
Score: -35538304.000000 Penalty: 6400.542480
	Iteration 12Q: 3 clusters Score -3.55383e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 401648 members 
Entering Unmasked Estep 
Score: -35538596.000000 Penalty: 6400.542480
	Iteration 13Q: 3 clusters Score -3.55386e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 401731 members 
Entering Unmasked Estep 
Score: -35538724.000000 Penalty: 6400.542480
	Iteration 14Q: 3 clusters Score -3.553872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 401768 members 
Entering Unmasked Estep 
Score: -35538780.000000 Penalty: 6400.542480
	Iteration 15Q: 3 clusters Score -3.553878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 401786 members 
Entering Unmasked Estep 
Score: -35538812.000000 Penalty: 6400.542480
	Iteration 16Q: 3 clusters Score -3.553881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 401794 members 
Entering Unmasked Estep 
Score: -35538852.000000 Penalty: 6400.542480
	Iteration 17Q: 3 clusters Score -3.553885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 401800 members 
Entering Unmasked Estep 
Score: -35538856.000000 Penalty: 6400.542480
	Iteration 18Q: 3 clusters Score -3.553886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 401803 members 
Entering Unmasked Estep 
Score: -35538908.000000 Penalty: 6400.542480
	Iteration 19Q: 3 clusters Score -3.553891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 401805 members 
Entering Unmasked Estep 
Score: -35538904.000000 Penalty: 6400.542480
	Iteration 20F: 3 clusters Score -3.55389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 401808 members 
Entering Unmasked Estep 
Score: -35538912.000000 Penalty: 6400.542480
	Iteration 21Q: 3 clusters Score -3.553891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 401808 members 
Entering Unmasked Estep 
Score: -35538900.000000 Penalty: 6400.542480
	Iteration 22Q: 3 clusters Score -3.55389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 401809 members 
Entering Unmasked Estep 
Score: -35538920.000000 Penalty: 6400.542480
	Iteration 23Q: 3 clusters Score -3.553892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 401810 members 
Entering Unmasked Estep 
Score: -35538928.000000 Penalty: 6400.542480
	Iteration 24Q: 3 clusters Score -3.553893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 401811 members 
Entering Unmasked Estep 
Score: -35538916.000000 Penalty: 6400.542480
	Iteration 25Q: 3 clusters Score -3.553892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401813 members 
Entering Unmasked Estep 
Score: -35538924.000000 Penalty: 6400.542480
	Iteration 26Q: 3 clusters Score -3.553892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401813 members 
Entering Unmasked Estep 
Score: -35538924.000000 Penalty: 6400.542480
	Iteration 27Q: 3 clusters Score -3.553892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401813 members 
Entering Unmasked Estep 
Score: -35538948.000000 Penalty: 6400.542480
	Iteration 28Q: 3 clusters Score -3.553895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 401814 members 
Entering Unmasked Estep 
Score: -35538932.000000 Penalty: 6400.542480
	Iteration 29Q: 3 clusters Score -3.553893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 401814 members 
Entering Unmasked Estep 
Score: -35538932.000000 Penalty: 6400.542480
	Iteration 30F: 3 clusters Score -3.553893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22358.257812 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21119.550781 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21119.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21187.263672 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21187.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21203.492188 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21203.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21213.621094 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21213.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21214.287109 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21214.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21214.287109 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -21214.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Entering Unmasked Estep 
Score: -1554688.375000 Penalty: 2433.437744
	Iteration 0F: 2 clusters Score -1554688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1541762.500000 Penalty: 4866.875488
	Iteration 0F: 3 clusters Score -1541762 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1546155.875000 Penalty: 4866.875488
	Iteration 1F: 3 clusters Score -1546156 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1546759.750000 Penalty: 4866.875488
	Iteration 2F: 3 clusters Score -1546760 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1547357.875000 Penalty: 4866.875488
	Iteration 3F: 3 clusters Score -1547358 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1547995.625000 Penalty: 4866.875488
	Iteration 4F: 3 clusters Score -1547996 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1548667.500000 Penalty: 4866.875488
	Iteration 5F: 3 clusters Score -1548668 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1549418.375000 Penalty: 4866.875488
	Iteration 6F: 3 clusters Score -1549418 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1550157.750000 Penalty: 4866.875488
	Iteration 7F: 3 clusters Score -1550158 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1550820.750000 Penalty: 4866.875488
	Iteration 8F: 3 clusters Score -1550821 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1551413.250000 Penalty: 4866.875488
	Iteration 9Q: 3 clusters Score -1551413 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1551939.375000 Penalty: 4866.875488
	Iteration 10Q: 3 clusters Score -1551939 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1552384.750000 Penalty: 4866.875488
	Iteration 11Q: 3 clusters Score -1552385 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1552680.875000 Penalty: 4866.875488
	Iteration 12Q: 3 clusters Score -1552681 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1552865.500000 Penalty: 4866.875488
	Iteration 13Q: 3 clusters Score -1552866 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1552969.750000 Penalty: 4866.875488
	Iteration 14Q: 3 clusters Score -1552970 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1553049.625000 Penalty: 4866.875488
	Iteration 15Q: 3 clusters Score -1553050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1553105.625000 Penalty: 4866.875488
	Iteration 16Q: 3 clusters Score -1553106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1553151.125000 Penalty: 4866.875488
	Iteration 17Q: 3 clusters Score -1553151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1553182.500000 Penalty: 4866.875488
	Iteration 18Q: 3 clusters Score -1553182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1553210.250000 Penalty: 4866.875488
	Iteration 19Q: 3 clusters Score -1553210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1553217.625000 Penalty: 4866.875488
	Iteration 20F: 3 clusters Score -1553218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1553221.250000 Penalty: 4866.875488
	Iteration 21Q: 3 clusters Score -1553221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1553228.125000 Penalty: 4866.875488
	Iteration 22Q: 3 clusters Score -1553228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1553234.625000 Penalty: 4866.875488
	Iteration 23Q: 3 clusters Score -1553235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1553235.250000 Penalty: 4866.875488
	Iteration 24Q: 3 clusters Score -1553235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1553238.875000 Penalty: 4866.875488
	Iteration 25Q: 3 clusters Score -1553239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1553241.000000 Penalty: 4866.875488
	Iteration 26Q: 3 clusters Score -1553241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1553240.000000 Penalty: 4866.875488
	Iteration 27Q: 3 clusters Score -1553240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1553242.125000 Penalty: 4866.875488
	Iteration 28Q: 3 clusters Score -1553242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1553245.125000 Penalty: 4866.875488
	Iteration 29Q: 3 clusters Score -1553245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1553245.125000 Penalty: 4866.875488
	Iteration 30Q: 3 clusters Score -1553245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1553243.250000 Penalty: 4866.875488
	Iteration 31Q: 3 clusters Score -1553243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1553245.875000 Penalty: 4866.875488
	Iteration 32Q: 3 clusters Score -1553246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1553246.000000 Penalty: 4866.875488
	Iteration 33Q: 3 clusters Score -1553246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1553245.375000 Penalty: 4866.875488
	Iteration 34Q: 3 clusters Score -1553245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1553243.875000 Penalty: 4866.875488
	Iteration 35Q: 3 clusters Score -1553244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1553246.125000 Penalty: 4866.875488
	Iteration 36Q: 3 clusters Score -1553246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1553245.000000 Penalty: 4866.875488
	Iteration 37Q: 3 clusters Score -1553245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1553246.500000 Penalty: 4866.875488
	Iteration 38Q: 3 clusters Score -1553246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1553248.000000 Penalty: 4866.875488
	Iteration 39Q: 3 clusters Score -1553248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1553248.750000 Penalty: 4866.875488
	Iteration 40F: 3 clusters Score -1553249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1553247.375000 Penalty: 4866.875488
	Iteration 41Q: 3 clusters Score -1553247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1553249.500000 Penalty: 4866.875488
	Iteration 42Q: 3 clusters Score -1553250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1553250.000000 Penalty: 4866.875488
	Iteration 43Q: 3 clusters Score -1553250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1553251.125000 Penalty: 4866.875488
	Iteration 44Q: 3 clusters Score -1553251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1553249.250000 Penalty: 4866.875488
	Iteration 45Q: 3 clusters Score -1553249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1553248.875000 Penalty: 4866.875488
	Iteration 46Q: 3 clusters Score -1553249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1553248.875000 Penalty: 4866.875488
	Iteration 47F: 3 clusters Score -1553249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (208185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208185 members 
Entering Unmasked Estep 
Score: -18277052.000000 Penalty: 3037.053223
	Iteration 0F: 2 clusters Score -1.827705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -18137768.000000 Penalty: 6074.106445
	Iteration 0F: 3 clusters Score -1.813777e+07 nChanged 99970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -18196086.000000 Penalty: 6074.106445
	Iteration 1F: 3 clusters Score -1.819609e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -18197304.000000 Penalty: 6074.106445
	Iteration 2Q: 3 clusters Score -1.81973e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 112586 members 
Entering Unmasked Estep 
Score: -18198736.000000 Penalty: 6074.106445
	Iteration 3Q: 3 clusters Score -1.819874e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -18201070.000000 Penalty: 6074.106445
	Iteration 4Q: 3 clusters Score -1.820107e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 124328 members 
Entering Unmasked Estep 
Score: -18204670.000000 Penalty: 6074.106445
	Iteration 5Q: 3 clusters Score -1.820467e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 134359 members 
Entering Unmasked Estep 
Score: -18210482.000000 Penalty: 6074.106445
	Iteration 6F: 3 clusters Score -1.821048e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -18220608.000000 Penalty: 6074.106445
	Iteration 7F: 3 clusters Score -1.822061e+07 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -18234386.000000 Penalty: 6074.106445
	Iteration 8F: 3 clusters Score -1.823439e+07 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -18248910.000000 Penalty: 6074.106445
	Iteration 9F: 3 clusters Score -1.824891e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 192536 members 
Entering Unmasked Estep 
Score: -18260698.000000 Penalty: 6074.106445
	Iteration 10F: 3 clusters Score -1.82607e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 200364 members 
Entering Unmasked Estep 
Score: -18267820.000000 Penalty: 6074.106445
	Iteration 11Q: 3 clusters Score -1.826782e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 204579 members 
Entering Unmasked Estep 
Score: -18271692.000000 Penalty: 6074.106445
	Iteration 12Q: 3 clusters Score -1.827169e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 206411 members 
Entering Unmasked Estep 
Score: -18273236.000000 Penalty: 6074.106445
	Iteration 13Q: 3 clusters Score -1.827324e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 207118 members 
Entering Unmasked Estep 
Score: -18273932.000000 Penalty: 6074.106445
	Iteration 14Q: 3 clusters Score -1.827393e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 207402 members 
Entering Unmasked Estep 
Score: -18274170.000000 Penalty: 6074.106445
	Iteration 15Q: 3 clusters Score -1.827417e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 207519 members 
Entering Unmasked Estep 
Score: -18274300.000000 Penalty: 6074.106445
	Iteration 16Q: 3 clusters Score -1.82743e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 207584 members 
Entering Unmasked Estep 
Score: -18274352.000000 Penalty: 6074.106445
	Iteration 17Q: 3 clusters Score -1.827435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 207621 members 
Entering Unmasked Estep 
Score: -18274442.000000 Penalty: 6074.106445
	Iteration 18Q: 3 clusters Score -1.827444e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 207651 members 
Entering Unmasked Estep 
Score: -18274486.000000 Penalty: 6074.106445
	Iteration 19Q: 3 clusters Score -1.827449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 207665 members 
Entering Unmasked Estep 
Score: -18274508.000000 Penalty: 6074.106445
	Iteration 20F: 3 clusters Score -1.827451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 207680 members 
Entering Unmasked Estep 
Score: -18274534.000000 Penalty: 6074.106445
	Iteration 21Q: 3 clusters Score -1.827453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 207687 members 
Entering Unmasked Estep 
Score: -18274538.000000 Penalty: 6074.106445
	Iteration 22Q: 3 clusters Score -1.827454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 207698 members 
Entering Unmasked Estep 
Score: -18274536.000000 Penalty: 6074.106445
	Iteration 23Q: 3 clusters Score -1.827454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 207702 members 
Entering Unmasked Estep 
Score: -18274562.000000 Penalty: 6074.106445
	Iteration 24Q: 3 clusters Score -1.827456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -18274552.000000 Penalty: 6074.106445
	Iteration 25Q: 3 clusters Score -1.827455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 207707 members 
Entering Unmasked Estep 
Score: -18274568.000000 Penalty: 6074.106445
	Iteration 26Q: 3 clusters Score -1.827457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 207707 members 
Entering Unmasked Estep 
Score: -18274562.000000 Penalty: 6074.106445
	Iteration 27Q: 3 clusters Score -1.827456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 207708 members 
Entering Unmasked Estep 
Score: -18274552.000000 Penalty: 6074.106445
	Iteration 28Q: 3 clusters Score -1.827455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 207709 members 
Entering Unmasked Estep 
Score: -18274564.000000 Penalty: 6074.106445
	Iteration 29Q: 3 clusters Score -1.827456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 207710 members 
Entering Unmasked Estep 
Score: -18274560.000000 Penalty: 6074.106445
	Iteration 30Q: 3 clusters Score -1.827456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 207710 members 
Entering Unmasked Estep 
Score: -18274560.000000 Penalty: 6074.106445
	Iteration 31F: 3 clusters Score -1.827456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Entering Unmasked Estep 
Score: -633338.937500 Penalty: 2217.211182
	Iteration 0F: 2 clusters Score -633338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -627182.562500 Penalty: 4434.422363
	Iteration 0F: 3 clusters Score -627182.6 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -628993.000000 Penalty: 4434.422363
	Iteration 1F: 3 clusters Score -628993 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -629520.000000 Penalty: 4434.422363
	Iteration 2F: 3 clusters Score -629520 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -630102.812500 Penalty: 4434.422363
	Iteration 3F: 3 clusters Score -630102.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -630714.312500 Penalty: 4434.422363
	Iteration 4F: 3 clusters Score -630714.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -631270.875000 Penalty: 4434.422363
	Iteration 5F: 3 clusters Score -631270.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -631662.687500 Penalty: 4434.422363
	Iteration 6F: 3 clusters Score -631662.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -631934.750000 Penalty: 4434.422363
	Iteration 7Q: 3 clusters Score -631934.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -632137.812500 Penalty: 4434.422363
	Iteration 8Q: 3 clusters Score -632137.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -632278.500000 Penalty: 4434.422363
	Iteration 9Q: 3 clusters Score -632278.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -632398.312500 Penalty: 4434.422363
	Iteration 10Q: 3 clusters Score -632398.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -632500.375000 Penalty: 4434.422363
	Iteration 11Q: 3 clusters Score -632500.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -632597.937500 Penalty: 4434.422363
	Iteration 12Q: 3 clusters Score -632597.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -632685.000000 Penalty: 4434.422363
	Iteration 13Q: 3 clusters Score -632685 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -632791.812500 Penalty: 4434.422363
	Iteration 14Q: 3 clusters Score -632791.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -632929.125000 Penalty: 4434.422363
	Iteration 15Q: 3 clusters Score -632929.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -633096.625000 Penalty: 4434.422363
	Iteration 16Q: 3 clusters Score -633096.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -633248.625000 Penalty: 4434.422363
	Iteration 17Q: 3 clusters Score -633248.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -633318.687500 Penalty: 4434.422363
	Iteration 18Q: 3 clusters Score -633318.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -633351.500000 Penalty: 4434.422363
	Iteration 19Q: 3 clusters Score -633351.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -633366.062500 Penalty: 4434.422363
	Iteration 20F: 3 clusters Score -633366.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -633381.062500 Penalty: 4434.422363
	Iteration 21Q: 3 clusters Score -633381.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -633392.375000 Penalty: 4434.422363
	Iteration 22Q: 3 clusters Score -633392.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -633400.625000 Penalty: 4434.422363
	Iteration 23Q: 3 clusters Score -633400.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -633416.500000 Penalty: 4434.422363
	Iteration 24Q: 3 clusters Score -633416.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -633433.562500 Penalty: 4434.422363
	Iteration 25Q: 3 clusters Score -633433.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -633445.125000 Penalty: 4434.422363
	Iteration 26Q: 3 clusters Score -633445.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -633453.375000 Penalty: 4434.422363
	Iteration 27Q: 3 clusters Score -633453.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -633458.750000 Penalty: 4434.422363
	Iteration 28Q: 3 clusters Score -633458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -633461.625000 Penalty: 4434.422363
	Iteration 29Q: 3 clusters Score -633461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -633462.375000 Penalty: 4434.422363
	Iteration 30Q: 3 clusters Score -633462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -633462.437500 Penalty: 4434.422363
	Iteration 31Q: 3 clusters Score -633462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -633463.687500 Penalty: 4434.422363
	Iteration 32Q: 3 clusters Score -633463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -633463.187500 Penalty: 4434.422363
	Iteration 33Q: 3 clusters Score -633463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -633463.187500 Penalty: 4434.422363
	Iteration 34F: 3 clusters Score -633463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 40632 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133123 members 
Mstep: Class 9 contains 102481 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208536 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64586 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153866 members 
Mstep: Class 20 contains 25822 members 
Mstep: Class 21 contains 23974 members 
Mstep: Class 22 contains 22358 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402045 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208185 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19369 members 
Mstep: Class 32 contains 3327 members 
Entering Unmasked Estep 
Score: -146501760.000000 Penalty: 113876.406250
Splitting cluster 28 changes total score from -146503104.000000 to -146501760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -214561.093750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -214561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -211503.500000 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -211503.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -212177.093750 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -212177.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -212368.015625 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -212368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -212469.203125 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -212469.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -212537.375000 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -212537.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -212581.250000 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -212581.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -212606.953125 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -212607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -212633.109375 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -212633.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -212658.968750 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -212659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -212679.984375 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -212680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -212700.515625 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -212700.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -212715.359375 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -212715.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212729.109375 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -212729.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212738.812500 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -212738.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212753.062500 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -212753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212763.187500 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -212763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212772.953125 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -212773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -212781.421875 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -212781.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -212792.125000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -212792.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212800.765625 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -212800.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -212808.750000 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -212808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -212814.593750 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -212814.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -212821.484375 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -212821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -212825.625000 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -212825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -212828.937500 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -212828.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -212832.578125 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -212832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -212835.328125 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -212835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -212837.031250 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -212837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -212839.421875 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -212839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -212842.265625 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -212842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -212844.156250 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -212844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -212846.031250 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -212846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -212847.703125 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -212847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -212848.937500 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -212848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -212850.953125 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -212851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -212852.750000 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -212852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -212853.859375 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -212853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -212857.046875 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -212857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -212859.921875 Penalty: 3918.531982
	Iteration 38Q: 3 clusters Score -212859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -212861.640625 Penalty: 3918.531982
	Iteration 39Q: 3 clusters Score -212861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212863.390625 Penalty: 3918.531982
	Iteration 40F: 3 clusters Score -212863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -212864.671875 Penalty: 3918.531982
	Iteration 41Q: 3 clusters Score -212864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212865.984375 Penalty: 3918.531982
	Iteration 42Q: 3 clusters Score -212866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212866.578125 Penalty: 3918.531982
	Iteration 43Q: 3 clusters Score -212866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -212867.687500 Penalty: 3918.531982
	Iteration 44Q: 3 clusters Score -212867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -212869.343750 Penalty: 3918.531982
	Iteration 45Q: 3 clusters Score -212869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -212870.812500 Penalty: 3918.531982
	Iteration 46Q: 3 clusters Score -212870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -212872.750000 Penalty: 3918.531982
	Iteration 47Q: 3 clusters Score -212872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -212877.000000 Penalty: 3918.531982
	Iteration 48Q: 3 clusters Score -212877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -212881.625000 Penalty: 3918.531982
	Iteration 49Q: 3 clusters Score -212881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -212883.453125 Penalty: 3918.531982
	Iteration 50Q: 3 clusters Score -212883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -212883.953125 Penalty: 3918.531982
	Iteration 51Q: 3 clusters Score -212884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -212883.953125 Penalty: 3918.531982
	Iteration 52F: 3 clusters Score -212884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -315905.750000 Penalty: 2081.573730
	Iteration 0F: 2 clusters Score -315905.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -311786.437500 Penalty: 4163.147461
	Iteration 0F: 3 clusters Score -311786.4 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -312908.937500 Penalty: 4163.147461
	Iteration 1F: 3 clusters Score -312908.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -313278.593750 Penalty: 4163.147461
	Iteration 2F: 3 clusters Score -313278.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -313596.843750 Penalty: 4163.147461
	Iteration 3F: 3 clusters Score -313596.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -313858.750000 Penalty: 4163.147461
	Iteration 4F: 3 clusters Score -313858.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -314094.937500 Penalty: 4163.147461
	Iteration 5F: 3 clusters Score -314094.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -314285.343750 Penalty: 4163.147461
	Iteration 6Q: 3 clusters Score -314285.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -314438.593750 Penalty: 4163.147461
	Iteration 7Q: 3 clusters Score -314438.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -314558.687500 Penalty: 4163.147461
	Iteration 8Q: 3 clusters Score -314558.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -314648.625000 Penalty: 4163.147461
	Iteration 9Q: 3 clusters Score -314648.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -314722.312500 Penalty: 4163.147461
	Iteration 10Q: 3 clusters Score -314722.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -314785.968750 Penalty: 4163.147461
	Iteration 11Q: 3 clusters Score -314786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -314849.406250 Penalty: 4163.147461
	Iteration 12Q: 3 clusters Score -314849.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314914.000000 Penalty: 4163.147461
	Iteration 13Q: 3 clusters Score -314914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -314960.250000 Penalty: 4163.147461
	Iteration 14Q: 3 clusters Score -314960.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -314993.375000 Penalty: 4163.147461
	Iteration 15Q: 3 clusters Score -314993.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -315011.125000 Penalty: 4163.147461
	Iteration 16Q: 3 clusters Score -315011.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -315025.531250 Penalty: 4163.147461
	Iteration 17Q: 3 clusters Score -315025.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -315038.718750 Penalty: 4163.147461
	Iteration 18Q: 3 clusters Score -315038.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -315050.312500 Penalty: 4163.147461
	Iteration 19Q: 3 clusters Score -315050.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -315062.031250 Penalty: 4163.147461
	Iteration 20F: 3 clusters Score -315062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315068.500000 Penalty: 4163.147461
	Iteration 21Q: 3 clusters Score -315068.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315074.250000 Penalty: 4163.147461
	Iteration 22Q: 3 clusters Score -315074.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -315077.343750 Penalty: 4163.147461
	Iteration 23Q: 3 clusters Score -315077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -315077.656250 Penalty: 4163.147461
	Iteration 24Q: 3 clusters Score -315077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315079.468750 Penalty: 4163.147461
	Iteration 25Q: 3 clusters Score -315079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -315079.937500 Penalty: 4163.147461
	Iteration 26Q: 3 clusters Score -315079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -315081.937500 Penalty: 4163.147461
	Iteration 27Q: 3 clusters Score -315081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315082.468750 Penalty: 4163.147461
	Iteration 28Q: 3 clusters Score -315082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -315082.625000 Penalty: 4163.147461
	Iteration 29Q: 3 clusters Score -315082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -315083.125000 Penalty: 4163.147461
	Iteration 30Q: 3 clusters Score -315083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -315083.843750 Penalty: 4163.147461
	Iteration 31Q: 3 clusters Score -315083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -315083.312500 Penalty: 4163.147461
	Iteration 32Q: 3 clusters Score -315083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -315083.781250 Penalty: 4163.147461
	Iteration 33Q: 3 clusters Score -315083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -315083.781250 Penalty: 4163.147461
	Iteration 34F: 3 clusters Score -315083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Entering Unmasked Estep 
Score: -1649539.750000 Penalty: 2448.114502
	Iteration 0F: 2 clusters Score -1649540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1635917.000000 Penalty: 4896.229004
	Iteration 0F: 3 clusters Score -1635917 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1640648.125000 Penalty: 4896.229004
	Iteration 1F: 3 clusters Score -1640648 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1641286.750000 Penalty: 4896.229004
	Iteration 2F: 3 clusters Score -1641287 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1641864.625000 Penalty: 4896.229004
	Iteration 3F: 3 clusters Score -1641865 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1642496.625000 Penalty: 4896.229004
	Iteration 4F: 3 clusters Score -1642497 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1643216.750000 Penalty: 4896.229004
	Iteration 5F: 3 clusters Score -1643217 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1644009.750000 Penalty: 4896.229004
	Iteration 6F: 3 clusters Score -1644010 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1644918.500000 Penalty: 4896.229004
	Iteration 7F: 3 clusters Score -1644918 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1646025.500000 Penalty: 4896.229004
	Iteration 8F: 3 clusters Score -1646026 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1647031.625000 Penalty: 4896.229004
	Iteration 9F: 3 clusters Score -1647032 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1647740.250000 Penalty: 4896.229004
	Iteration 10Q: 3 clusters Score -1647740 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1648204.000000 Penalty: 4896.229004
	Iteration 11Q: 3 clusters Score -1648204 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1648496.375000 Penalty: 4896.229004
	Iteration 12Q: 3 clusters Score -1648496 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1648664.500000 Penalty: 4896.229004
	Iteration 13Q: 3 clusters Score -1648664 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1648754.875000 Penalty: 4896.229004
	Iteration 14Q: 3 clusters Score -1648755 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1648830.125000 Penalty: 4896.229004
	Iteration 15Q: 3 clusters Score -1648830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1648883.375000 Penalty: 4896.229004
	Iteration 16Q: 3 clusters Score -1648883 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1648919.750000 Penalty: 4896.229004
	Iteration 17Q: 3 clusters Score -1648920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1648940.500000 Penalty: 4896.229004
	Iteration 18Q: 3 clusters Score -1648940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1648951.875000 Penalty: 4896.229004
	Iteration 19Q: 3 clusters Score -1648952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1648969.125000 Penalty: 4896.229004
	Iteration 20F: 3 clusters Score -1648969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1648981.125000 Penalty: 4896.229004
	Iteration 21Q: 3 clusters Score -1648981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1648991.125000 Penalty: 4896.229004
	Iteration 22Q: 3 clusters Score -1648991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1648992.375000 Penalty: 4896.229004
	Iteration 23Q: 3 clusters Score -1648992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1648993.375000 Penalty: 4896.229004
	Iteration 24Q: 3 clusters Score -1648993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1648999.500000 Penalty: 4896.229004
	Iteration 25Q: 3 clusters Score -1649000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1648999.875000 Penalty: 4896.229004
	Iteration 26Q: 3 clusters Score -1649000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1649004.250000 Penalty: 4896.229004
	Iteration 27Q: 3 clusters Score -1649004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1649004.500000 Penalty: 4896.229004
	Iteration 28Q: 3 clusters Score -1649004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1649004.125000 Penalty: 4896.229004
	Iteration 29Q: 3 clusters Score -1649004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1649006.625000 Penalty: 4896.229004
	Iteration 30Q: 3 clusters Score -1649007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1649007.250000 Penalty: 4896.229004
	Iteration 31Q: 3 clusters Score -1649007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1649010.000000 Penalty: 4896.229004
	Iteration 32Q: 3 clusters Score -1649010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1649008.750000 Penalty: 4896.229004
	Iteration 33Q: 3 clusters Score -1649009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1649010.875000 Penalty: 4896.229004
	Iteration 34Q: 3 clusters Score -1649011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1649011.000000 Penalty: 4896.229004
	Iteration 35Q: 3 clusters Score -1649011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1649011.000000 Penalty: 4896.229004
	Iteration 36F: 3 clusters Score -1649011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 40632 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133123 members 
Mstep: Class 9 contains 102481 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208536 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64586 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153866 members 
Mstep: Class 20 contains 25822 members 
Mstep: Class 21 contains 23974 members 
Mstep: Class 22 contains 22358 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 402045 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 208185 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503216.000000 Penalty: 110317.765625
Iteration 159Q: 32 clusters Score -1.465032e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 17648 members 
Mstep: Class 6 contains 40631 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 133114 members 
Mstep: Class 9 contains 102588 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208517 members 
Mstep: Class 12 contains 24208 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64591 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67200 members 
Mstep: Class 19 contains 153869 members 
Mstep: Class 20 contains 25819 members 
Mstep: Class 21 contains 23974 members 
Mstep: Class 22 contains 22361 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401964 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208186 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2700 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 19376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503360.000000 Penalty: 110317.765625
Iteration 160F: 32 clusters Score -1.465034e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 36123 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 5 contains 17648 members 
Mstep: Class 6 contains 40631 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 133103 members 
Mstep: Class 9 contains 102681 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208502 members 
Mstep: Class 12 contains 24205 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64594 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 24107 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153869 members 
Mstep: Class 20 contains 25810 members 
Mstep: Class 21 contains 23975 members 
Mstep: Class 22 contains 22360 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401899 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208201 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 2705 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 19380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503376.000000 Penalty: 110317.765625
Iteration 161Q: 32 clusters Score -1.465034e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 36117 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 17648 members 
Mstep: Class 6 contains 40627 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 133098 members 
Mstep: Class 9 contains 102773 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208491 members 
Mstep: Class 12 contains 24204 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64595 members 
Mstep: Class 15 contains 20695 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67200 members 
Mstep: Class 19 contains 153870 members 
Mstep: Class 20 contains 25807 members 
Mstep: Class 21 contains 23973 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401835 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208210 members 
Mstep: Class 28 contains 7636 members 
Mstep: Class 29 contains 2710 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 19383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503296.000000 Penalty: 110317.765625
Iteration 162Q: 32 clusters Score -1.465033e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2839 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 17648 members 
Mstep: Class 6 contains 40620 members 
Mstep: Class 7 contains 26152 members 
Mstep: Class 8 contains 133094 members 
Mstep: Class 9 contains 102857 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208475 members 
Mstep: Class 12 contains 24205 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64595 members 
Mstep: Class 15 contains 20695 members 
Mstep: Class 16 contains 24106 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153871 members 
Mstep: Class 20 contains 25796 members 
Mstep: Class 21 contains 23968 members 
Mstep: Class 22 contains 22357 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401780 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208242 members 
Mstep: Class 28 contains 7636 members 
Mstep: Class 29 contains 2721 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503344.000000 Penalty: 110317.765625
Iteration 163Q: 32 clusters Score -1.465033e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 36104 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 17649 members 
Mstep: Class 6 contains 40619 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 133084 members 
Mstep: Class 9 contains 102941 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208459 members 
Mstep: Class 12 contains 24205 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64603 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67195 members 
Mstep: Class 19 contains 153874 members 
Mstep: Class 20 contains 25787 members 
Mstep: Class 21 contains 23965 members 
Mstep: Class 22 contains 22356 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401713 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208261 members 
Mstep: Class 28 contains 7635 members 
Mstep: Class 29 contains 2730 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 19391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503344.000000 Penalty: 110317.765625
Iteration 164Q: 32 clusters Score -1.465033e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 36104 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 17650 members 
Mstep: Class 6 contains 40619 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 133077 members 
Mstep: Class 9 contains 103025 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208451 members 
Mstep: Class 12 contains 24205 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64605 members 
Mstep: Class 15 contains 20695 members 
Mstep: Class 16 contains 24103 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67200 members 
Mstep: Class 19 contains 153874 members 
Mstep: Class 20 contains 25782 members 
Mstep: Class 21 contains 23960 members 
Mstep: Class 22 contains 22357 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401642 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208269 members 
Mstep: Class 28 contains 7635 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 19390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503312.000000 Penalty: 110317.765625
Iteration 165Q: 32 clusters Score -1.465033e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 36101 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 17651 members 
Mstep: Class 6 contains 40621 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133067 members 
Mstep: Class 9 contains 103119 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208448 members 
Mstep: Class 12 contains 24202 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64614 members 
Mstep: Class 15 contains 20696 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153872 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 23955 members 
Mstep: Class 22 contains 22358 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401578 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208265 members 
Mstep: Class 28 contains 7636 members 
Mstep: Class 29 contains 2742 members 
Mstep: Class 30 contains 4420 members 
Mstep: Class 31 contains 19390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503392.000000 Penalty: 110317.765625
Iteration 166Q: 32 clusters Score -1.465034e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2794 members 
Mstep: Class 3 contains 36100 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 17651 members 
Mstep: Class 6 contains 40620 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133056 members 
Mstep: Class 9 contains 103213 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208432 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64621 members 
Mstep: Class 15 contains 20698 members 
Mstep: Class 16 contains 24100 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67195 members 
Mstep: Class 19 contains 153871 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 23947 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401517 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208275 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2748 members 
Mstep: Class 30 contains 4422 members 
Mstep: Class 31 contains 19391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503328.000000 Penalty: 110317.765625
Iteration 167Q: 32 clusters Score -1.465033e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 36102 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 17653 members 
Mstep: Class 6 contains 40620 members 
Mstep: Class 7 contains 26157 members 
Mstep: Class 8 contains 133046 members 
Mstep: Class 9 contains 103318 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208419 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64622 members 
Mstep: Class 15 contains 20700 members 
Mstep: Class 16 contains 24099 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67194 members 
Mstep: Class 19 contains 153873 members 
Mstep: Class 20 contains 25782 members 
Mstep: Class 21 contains 23939 members 
Mstep: Class 22 contains 22355 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401456 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208274 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2752 members 
Mstep: Class 30 contains 4423 members 
Mstep: Class 31 contains 19395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503232.000000 Penalty: 110317.765625
Iteration 168Q: 32 clusters Score -1.465032e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 36104 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 17657 members 
Mstep: Class 6 contains 40621 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133037 members 
Mstep: Class 9 contains 103433 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208403 members 
Mstep: Class 12 contains 24202 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 64625 members 
Mstep: Class 15 contains 20704 members 
Mstep: Class 16 contains 24098 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67193 members 
Mstep: Class 19 contains 153872 members 
Mstep: Class 20 contains 25781 members 
Mstep: Class 21 contains 23933 members 
Mstep: Class 22 contains 22351 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401379 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208279 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2758 members 
Mstep: Class 30 contains 4424 members 
Mstep: Class 31 contains 19397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503328.000000 Penalty: 110317.765625
Iteration 169Q: 32 clusters Score -1.465033e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 36105 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 17661 members 
Mstep: Class 6 contains 40625 members 
Mstep: Class 7 contains 26157 members 
Mstep: Class 8 contains 133026 members 
Mstep: Class 9 contains 103567 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208384 members 
Mstep: Class 12 contains 24200 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 64626 members 
Mstep: Class 15 contains 20707 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67193 members 
Mstep: Class 19 contains 153874 members 
Mstep: Class 20 contains 25786 members 
Mstep: Class 21 contains 23920 members 
Mstep: Class 22 contains 22349 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401286 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208279 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2764 members 
Mstep: Class 30 contains 4425 members 
Mstep: Class 31 contains 19399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146503280.000000 Penalty: 110317.765625
Iteration 170Q: 32 clusters Score -1.465033e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 17665 members 
Mstep: Class 6 contains 40626 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133016 members 
Mstep: Class 9 contains 103686 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208370 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 64631 members 
Mstep: Class 15 contains 20711 members 
Mstep: Class 16 contains 24095 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67195 members 
Mstep: Class 19 contains 153877 members 
Mstep: Class 20 contains 25780 members 
Mstep: Class 21 contains 23914 members 
Mstep: Class 22 contains 22350 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401184 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208289 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2772 members 
Mstep: Class 30 contains 4426 members 
Mstep: Class 31 contains 19400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3549.024170 but Gain 3558.640625
Score: -146502992.000000 Penalty: 106759.125000
Iteration 171Q: 31 clusters Score -1.46503e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 3 contains 36107 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 17668 members 
Mstep: Class 6 contains 40626 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 133078 members 
Mstep: Class 9 contains 105512 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 208527 members 
Mstep: Class 12 contains 24198 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64640 members 
Mstep: Class 15 contains 20716 members 
Mstep: Class 16 contains 24094 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67221 members 
Mstep: Class 19 contains 153877 members 
Mstep: Class 20 contains 25779 members 
Mstep: Class 21 contains 23910 members 
Mstep: Class 22 contains 22354 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 401692 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208405 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 4426 members 
Mstep: Class 31 contains 19404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506160.000000 Penalty: 106759.125000
Iteration 172Q: 31 clusters Score -1.465062e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 3 contains 36115 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 17670 members 
Mstep: Class 6 contains 40625 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 133005 members 
Mstep: Class 9 contains 106397 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208423 members 
Mstep: Class 12 contains 24198 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64662 members 
Mstep: Class 15 contains 20724 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67205 members 
Mstep: Class 19 contains 153882 members 
Mstep: Class 20 contains 25781 members 
Mstep: Class 21 contains 23907 members 
Mstep: Class 22 contains 22370 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 400994 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208336 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 4427 members 
Mstep: Class 31 contains 19422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506176.000000 Penalty: 106759.125000
Iteration 173Q: 31 clusters Score -1.465062e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 3 contains 36111 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 17671 members 
Mstep: Class 6 contains 40628 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 132941 members 
Mstep: Class 9 contains 107219 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 208338 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64680 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67206 members 
Mstep: Class 19 contains 153900 members 
Mstep: Class 20 contains 25780 members 
Mstep: Class 21 contains 23902 members 
Mstep: Class 22 contains 22378 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 400297 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208306 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506384.000000 Penalty: 106759.125000
Iteration 174Q: 31 clusters Score -1.465064e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17673 members 
Mstep: Class 6 contains 40629 members 
Mstep: Class 7 contains 26151 members 
Mstep: Class 8 contains 132870 members 
Mstep: Class 9 contains 108060 members 
Mstep: Class 10 contains 6996 members 
Mstep: Class 11 contains 208248 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64709 members 
Mstep: Class 15 contains 20732 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67199 members 
Mstep: Class 19 contains 153915 members 
Mstep: Class 20 contains 25779 members 
Mstep: Class 21 contains 23893 members 
Mstep: Class 22 contains 22392 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 399548 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208312 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2791 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506432.000000 Penalty: 106759.125000
Iteration 175Q: 31 clusters Score -1.465064e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 3 contains 36095 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 17675 members 
Mstep: Class 6 contains 40640 members 
Mstep: Class 7 contains 26144 members 
Mstep: Class 8 contains 132793 members 
Mstep: Class 9 contains 108861 members 
Mstep: Class 10 contains 6998 members 
Mstep: Class 11 contains 208172 members 
Mstep: Class 12 contains 24200 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64741 members 
Mstep: Class 15 contains 20736 members 
Mstep: Class 16 contains 24090 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67206 members 
Mstep: Class 19 contains 153932 members 
Mstep: Class 20 contains 25776 members 
Mstep: Class 21 contains 23875 members 
Mstep: Class 22 contains 22404 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 398820 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208322 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2797 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 19466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506768.000000 Penalty: 106759.125000
Iteration 176Q: 31 clusters Score -1.465068e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 3 contains 36081 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17677 members 
Mstep: Class 6 contains 40662 members 
Mstep: Class 7 contains 26141 members 
Mstep: Class 8 contains 132726 members 
Mstep: Class 9 contains 109658 members 
Mstep: Class 10 contains 7000 members 
Mstep: Class 11 contains 208094 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64764 members 
Mstep: Class 15 contains 20749 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67208 members 
Mstep: Class 19 contains 153939 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 23858 members 
Mstep: Class 22 contains 22420 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 398061 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208357 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2805 members 
Mstep: Class 30 contains 4430 members 
Mstep: Class 31 contains 19481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506688.000000 Penalty: 106759.125000
Iteration 177Q: 31 clusters Score -1.465067e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 3 contains 36074 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 17682 members 
Mstep: Class 6 contains 40695 members 
Mstep: Class 7 contains 26138 members 
Mstep: Class 8 contains 132673 members 
Mstep: Class 9 contains 110415 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 208019 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64792 members 
Mstep: Class 15 contains 20753 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67203 members 
Mstep: Class 19 contains 153951 members 
Mstep: Class 20 contains 25761 members 
Mstep: Class 21 contains 23840 members 
Mstep: Class 22 contains 22427 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 397343 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208377 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 19497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146506880.000000 Penalty: 106759.125000
Iteration 178Q: 31 clusters Score -1.465069e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 3 contains 36061 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 17685 members 
Mstep: Class 6 contains 40724 members 
Mstep: Class 7 contains 26135 members 
Mstep: Class 8 contains 132609 members 
Mstep: Class 9 contains 111112 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 207950 members 
Mstep: Class 12 contains 24200 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64825 members 
Mstep: Class 15 contains 20755 members 
Mstep: Class 16 contains 24086 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67207 members 
Mstep: Class 19 contains 153958 members 
Mstep: Class 20 contains 25743 members 
Mstep: Class 21 contains 23834 members 
Mstep: Class 22 contains 22434 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 396708 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208388 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 19509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146507104.000000 Penalty: 106759.125000
Iteration 179Q: 31 clusters Score -1.465071e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 3 contains 36041 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 17684 members 
Mstep: Class 6 contains 40759 members 
Mstep: Class 7 contains 26127 members 
Mstep: Class 8 contains 132545 members 
Mstep: Class 9 contains 111787 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 207871 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64861 members 
Mstep: Class 15 contains 20761 members 
Mstep: Class 16 contains 24078 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67212 members 
Mstep: Class 19 contains 153957 members 
Mstep: Class 20 contains 25738 members 
Mstep: Class 21 contains 23826 members 
Mstep: Class 22 contains 22441 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 396102 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208404 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2840 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 19519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146507232.000000 Penalty: 106759.125000
Iteration 180F: 31 clusters Score -1.465072e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 3 contains 36020 members 
Mstep: Class 4 contains 13990 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 40795 members 
Mstep: Class 7 contains 26122 members 
Mstep: Class 8 contains 132471 members 
Mstep: Class 9 contains 112463 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 207788 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64891 members 
Mstep: Class 15 contains 20764 members 
Mstep: Class 16 contains 24074 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67212 members 
Mstep: Class 19 contains 153958 members 
Mstep: Class 20 contains 25739 members 
Mstep: Class 21 contains 23802 members 
Mstep: Class 22 contains 22444 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 395529 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 208419 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2857 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 19531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146507280.000000 Penalty: 106759.125000
Iteration 181Q: 31 clusters Score -1.465073e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 3 contains 36000 members 
Mstep: Class 4 contains 13985 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 40829 members 
Mstep: Class 7 contains 26116 members 
Mstep: Class 8 contains 132424 members 
Mstep: Class 9 contains 113039 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 207707 members 
Mstep: Class 12 contains 24198 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64916 members 
Mstep: Class 15 contains 20766 members 
Mstep: Class 16 contains 24074 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67217 members 
Mstep: Class 19 contains 153961 members 
Mstep: Class 20 contains 25727 members 
Mstep: Class 21 contains 23777 members 
Mstep: Class 22 contains 22438 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 395036 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 208431 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 31 clusters Score -1.465075e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 3 contains 35979 members 
Mstep: Class 4 contains 13985 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 40869 members 
Mstep: Class 7 contains 26111 members 
Mstep: Class 8 contains 132380 members 
Mstep: Class 9 contains 113609 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 207627 members 
Mstep: Class 12 contains 24195 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64932 members 
Mstep: Class 15 contains 20772 members 
Mstep: Class 16 contains 24073 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67208 members 
Mstep: Class 19 contains 153962 members 
Mstep: Class 20 contains 25710 members 
Mstep: Class 21 contains 23761 members 
Mstep: Class 22 contains 22441 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 394530 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 208455 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 4436 members 
Mstep: Class 31 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146507888.000000 Penalty: 106759.125000
Iteration 183Q: 31 clusters Score -1.465079e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 3 contains 35964 members 
Mstep: Class 4 contains 13985 members 
Mstep: Class 5 contains 17699 members 
Mstep: Class 6 contains 40904 members 
Mstep: Class 7 contains 26108 members 
Mstep: Class 8 contains 132325 members 
Mstep: Class 9 contains 114155 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 207543 members 
Mstep: Class 12 contains 24191 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64957 members 
Mstep: Class 15 contains 20777 members 
Mstep: Class 16 contains 24074 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67223 members 
Mstep: Class 19 contains 153954 members 
Mstep: Class 20 contains 25702 members 
Mstep: Class 21 contains 23748 members 
Mstep: Class 22 contains 22445 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 394052 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 208453 members 
Mstep: Class 28 contains 7638 members 
Mstep: Class 29 contains 2923 members 
Mstep: Class 30 contains 4438 members 
Mstep: Class 31 contains 19568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508080.000000 Penalty: 106759.125000
Iteration 184Q: 31 clusters Score -1.465081e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 3 contains 35952 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 17702 members 
Mstep: Class 6 contains 40940 members 
Mstep: Class 7 contains 26104 members 
Mstep: Class 8 contains 132283 members 
Mstep: Class 9 contains 114691 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 207477 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64974 members 
Mstep: Class 15 contains 20784 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67227 members 
Mstep: Class 19 contains 153942 members 
Mstep: Class 20 contains 25684 members 
Mstep: Class 21 contains 23739 members 
Mstep: Class 22 contains 22441 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 393577 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 208465 members 
Mstep: Class 28 contains 7638 members 
Mstep: Class 29 contains 2951 members 
Mstep: Class 30 contains 4439 members 
Mstep: Class 31 contains 19575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508256.000000 Penalty: 106759.125000
Iteration 185Q: 31 clusters Score -1.465083e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 3 contains 35938 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 17704 members 
Mstep: Class 6 contains 40956 members 
Mstep: Class 7 contains 26103 members 
Mstep: Class 8 contains 132251 members 
Mstep: Class 9 contains 115179 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 207421 members 
Mstep: Class 12 contains 24187 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64982 members 
Mstep: Class 15 contains 20792 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67234 members 
Mstep: Class 19 contains 153938 members 
Mstep: Class 20 contains 25666 members 
Mstep: Class 21 contains 23725 members 
Mstep: Class 22 contains 22443 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 393145 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 208465 members 
Mstep: Class 28 contains 7639 members 
Mstep: Class 29 contains 2984 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 19586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508496.000000 Penalty: 106759.125000
Iteration 186Q: 31 clusters Score -1.465085e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 3 contains 35924 members 
Mstep: Class 4 contains 13979 members 
Mstep: Class 5 contains 17716 members 
Mstep: Class 6 contains 40965 members 
Mstep: Class 7 contains 26104 members 
Mstep: Class 8 contains 132206 members 
Mstep: Class 9 contains 115689 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 207355 members 
Mstep: Class 12 contains 24184 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 64993 members 
Mstep: Class 15 contains 20794 members 
Mstep: Class 16 contains 24063 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67249 members 
Mstep: Class 19 contains 153936 members 
Mstep: Class 20 contains 25647 members 
Mstep: Class 21 contains 23711 members 
Mstep: Class 22 contains 22438 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 392711 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 208466 members 
Mstep: Class 28 contains 7639 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 4444 members 
Mstep: Class 31 contains 19600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508560.000000 Penalty: 106759.125000
Iteration 187Q: 31 clusters Score -1.465086e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 3 contains 35919 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 17719 members 
Mstep: Class 6 contains 40979 members 
Mstep: Class 7 contains 26102 members 
Mstep: Class 8 contains 132162 members 
Mstep: Class 9 contains 116201 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 207301 members 
Mstep: Class 12 contains 24179 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65004 members 
Mstep: Class 15 contains 20804 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67264 members 
Mstep: Class 19 contains 153933 members 
Mstep: Class 20 contains 25636 members 
Mstep: Class 21 contains 23698 members 
Mstep: Class 22 contains 22435 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 392248 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 208476 members 
Mstep: Class 28 contains 7639 members 
Mstep: Class 29 contains 3036 members 
Mstep: Class 30 contains 4446 members 
Mstep: Class 31 contains 19605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508560.000000 Penalty: 106759.125000
Iteration 188Q: 31 clusters Score -1.465086e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 3 contains 35910 members 
Mstep: Class 4 contains 13982 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 40992 members 
Mstep: Class 7 contains 26101 members 
Mstep: Class 8 contains 132133 members 
Mstep: Class 9 contains 116686 members 
Mstep: Class 10 contains 7010 members 
Mstep: Class 11 contains 207237 members 
Mstep: Class 12 contains 24175 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65009 members 
Mstep: Class 15 contains 20813 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67273 members 
Mstep: Class 19 contains 153932 members 
Mstep: Class 20 contains 25628 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 22439 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 391815 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 208482 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 4446 members 
Mstep: Class 31 contains 19610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508352.000000 Penalty: 106759.125000
Iteration 189Q: 31 clusters Score -1.465084e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 3 contains 35897 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 17734 members 
Mstep: Class 6 contains 41015 members 
Mstep: Class 7 contains 26100 members 
Mstep: Class 8 contains 132091 members 
Mstep: Class 9 contains 117161 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 207172 members 
Mstep: Class 12 contains 24172 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65019 members 
Mstep: Class 15 contains 20819 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67269 members 
Mstep: Class 19 contains 153927 members 
Mstep: Class 20 contains 25613 members 
Mstep: Class 21 contains 23666 members 
Mstep: Class 22 contains 22452 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 391405 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 208489 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508336.000000 Penalty: 106759.125000
Iteration 190Q: 31 clusters Score -1.465083e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 3 contains 35887 members 
Mstep: Class 4 contains 13978 members 
Mstep: Class 5 contains 17740 members 
Mstep: Class 6 contains 41039 members 
Mstep: Class 7 contains 26100 members 
Mstep: Class 8 contains 132054 members 
Mstep: Class 9 contains 117623 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 207108 members 
Mstep: Class 12 contains 24172 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65034 members 
Mstep: Class 15 contains 20828 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67281 members 
Mstep: Class 19 contains 153927 members 
Mstep: Class 20 contains 25606 members 
Mstep: Class 21 contains 23634 members 
Mstep: Class 22 contains 22461 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 390991 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 208498 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 19626 members 
Entering Unmasked Estep 
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Iteration 191Q: 31 clusters Score -1.465085e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 3 contains 35872 members 
Mstep: Class 4 contains 13976 members 
Mstep: Class 5 contains 17748 members 
Mstep: Class 6 contains 41058 members 
Mstep: Class 7 contains 26100 members 
Mstep: Class 8 contains 132025 members 
Mstep: Class 9 contains 118069 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 207045 members 
Mstep: Class 12 contains 24173 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65046 members 
Mstep: Class 15 contains 20839 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67296 members 
Mstep: Class 19 contains 153923 members 
Mstep: Class 20 contains 25586 members 
Mstep: Class 21 contains 23616 members 
Mstep: Class 22 contains 22460 members 
Mstep: Class 23 contains 8240 members 
Mstep: Class 24 contains 390593 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 208500 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3116 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 192Q: 31 clusters Score -1.465085e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 3 contains 35852 members 
Mstep: Class 4 contains 13976 members 
Mstep: Class 5 contains 17753 members 
Mstep: Class 6 contains 41085 members 
Mstep: Class 7 contains 26100 members 
Mstep: Class 8 contains 131991 members 
Mstep: Class 9 contains 118543 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 206981 members 
Mstep: Class 12 contains 24172 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65055 members 
Mstep: Class 15 contains 20854 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67305 members 
Mstep: Class 19 contains 153923 members 
Mstep: Class 20 contains 25564 members 
Mstep: Class 21 contains 23596 members 
Mstep: Class 22 contains 22458 members 
Mstep: Class 23 contains 8242 members 
Mstep: Class 24 contains 390164 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 208516 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 19636 members 
Entering Unmasked Estep 
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Iteration 193Q: 31 clusters Score -1.465086e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 3 contains 35833 members 
Mstep: Class 4 contains 13974 members 
Mstep: Class 5 contains 17758 members 
Mstep: Class 6 contains 41107 members 
Mstep: Class 7 contains 26100 members 
Mstep: Class 8 contains 131960 members 
Mstep: Class 9 contains 119050 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 206916 members 
Mstep: Class 12 contains 24171 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65064 members 
Mstep: Class 15 contains 20861 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67317 members 
Mstep: Class 19 contains 153922 members 
Mstep: Class 20 contains 25553 members 
Mstep: Class 21 contains 23575 members 
Mstep: Class 22 contains 22453 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 389726 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 208521 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 19638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508752.000000 Penalty: 106759.125000
Iteration 194Q: 31 clusters Score -1.465088e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 3 contains 35830 members 
Mstep: Class 4 contains 13971 members 
Mstep: Class 5 contains 17765 members 
Mstep: Class 6 contains 41132 members 
Mstep: Class 7 contains 26096 members 
Mstep: Class 8 contains 131900 members 
Mstep: Class 9 contains 119555 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 206849 members 
Mstep: Class 12 contains 24166 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65077 members 
Mstep: Class 15 contains 20864 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67327 members 
Mstep: Class 19 contains 153919 members 
Mstep: Class 20 contains 25538 members 
Mstep: Class 21 contains 23548 members 
Mstep: Class 22 contains 22457 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 389309 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208534 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 4458 members 
Mstep: Class 31 contains 19642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508528.000000 Penalty: 106759.125000
Iteration 195Q: 31 clusters Score -1.465085e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 3 contains 35826 members 
Mstep: Class 4 contains 13968 members 
Mstep: Class 5 contains 17774 members 
Mstep: Class 6 contains 41168 members 
Mstep: Class 7 contains 26092 members 
Mstep: Class 8 contains 131833 members 
Mstep: Class 9 contains 120008 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 206787 members 
Mstep: Class 12 contains 24162 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65085 members 
Mstep: Class 15 contains 20865 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67329 members 
Mstep: Class 19 contains 153908 members 
Mstep: Class 20 contains 25524 members 
Mstep: Class 21 contains 23513 members 
Mstep: Class 22 contains 22456 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 388964 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 208556 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3196 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 19648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146508848.000000 Penalty: 106759.125000
Iteration 196Q: 31 clusters Score -1.465088e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 3 contains 35829 members 
Mstep: Class 4 contains 13968 members 
Mstep: Class 5 contains 17789 members 
Mstep: Class 6 contains 41214 members 
Mstep: Class 7 contains 26089 members 
Mstep: Class 8 contains 131763 members 
Mstep: Class 9 contains 120454 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 206712 members 
Mstep: Class 12 contains 24156 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65088 members 
Mstep: Class 15 contains 20870 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67337 members 
Mstep: Class 19 contains 153908 members 
Mstep: Class 20 contains 25505 members 
Mstep: Class 21 contains 23468 members 
Mstep: Class 22 contains 22462 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 388601 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208590 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146509296.000000 Penalty: 106759.125000
Iteration 197Q: 31 clusters Score -1.465093e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 3 contains 35826 members 
Mstep: Class 4 contains 13967 members 
Mstep: Class 5 contains 17801 members 
Mstep: Class 6 contains 41252 members 
Mstep: Class 7 contains 26088 members 
Mstep: Class 8 contains 131691 members 
Mstep: Class 9 contains 120890 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 206645 members 
Mstep: Class 12 contains 24151 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65090 members 
Mstep: Class 15 contains 20875 members 
Mstep: Class 16 contains 24053 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 67355 members 
Mstep: Class 19 contains 153902 members 
Mstep: Class 20 contains 25486 members 
Mstep: Class 21 contains 23435 members 
Mstep: Class 22 contains 22469 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 388246 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208619 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 3225 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146509040.000000 Penalty: 106759.125000
Iteration 198Q: 31 clusters Score -1.46509e+08 nChanged 796
Entering ConstructFrom: 
Score: -146509040.000000 Penalty: 106759.125000
Entering ConstructFrom: 
Trying to split cluster 1 (11506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Entering Unmasked Estep 
Score: -1035077.625000 Penalty: 2318.954834
	Iteration 0F: 2 clusters Score -1035078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1026479.312500 Penalty: 4637.909668
	Iteration 0F: 3 clusters Score -1026479 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1028949.687500 Penalty: 4637.909668
	Iteration 1F: 3 clusters Score -1028950 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1029276.187500 Penalty: 4637.909668
	Iteration 2F: 3 clusters Score -1029276 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1029502.062500 Penalty: 4637.909668
	Iteration 3F: 3 clusters Score -1029502 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1029644.875000 Penalty: 4637.909668
	Iteration 4Q: 3 clusters Score -1029645 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1029768.750000 Penalty: 4637.909668
	Iteration 5Q: 3 clusters Score -1029769 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1029886.375000 Penalty: 4637.909668
	Iteration 6Q: 3 clusters Score -1029886 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1029994.562500 Penalty: 4637.909668
	Iteration 7Q: 3 clusters Score -1029995 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1030111.812500 Penalty: 4637.909668
	Iteration 8Q: 3 clusters Score -1030112 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1030241.125000 Penalty: 4637.909668
	Iteration 9Q: 3 clusters Score -1030241 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1030392.812500 Penalty: 4637.909668
	Iteration 10Q: 3 clusters Score -1030393 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1030550.250000 Penalty: 4637.909668
	Iteration 11Q: 3 clusters Score -1030550 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1030742.125000 Penalty: 4637.909668
	Iteration 12Q: 3 clusters Score -1030742 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1030968.250000 Penalty: 4637.909668
	Iteration 13Q: 3 clusters Score -1030968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1031238.625000 Penalty: 4637.909668
	Iteration 14Q: 3 clusters Score -1031239 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1031536.562500 Penalty: 4637.909668
	Iteration 15Q: 3 clusters Score -1031537 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1031800.875000 Penalty: 4637.909668
	Iteration 16Q: 3 clusters Score -1031801 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1032021.125000 Penalty: 4637.909668
	Iteration 17Q: 3 clusters Score -1032021 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1032194.062500 Penalty: 4637.909668
	Iteration 18Q: 3 clusters Score -1032194 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1032332.625000 Penalty: 4637.909668
	Iteration 19Q: 3 clusters Score -1032333 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1032434.750000 Penalty: 4637.909668
	Iteration 20F: 3 clusters Score -1032435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1032517.437500 Penalty: 4637.909668
	Iteration 21Q: 3 clusters Score -1032517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1032582.250000 Penalty: 4637.909668
	Iteration 22Q: 3 clusters Score -1032582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1032654.562500 Penalty: 4637.909668
	Iteration 23Q: 3 clusters Score -1032655 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1032713.125000 Penalty: 4637.909668
	Iteration 24Q: 3 clusters Score -1032713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1032756.250000 Penalty: 4637.909668
	Iteration 25Q: 3 clusters Score -1032756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1032781.125000 Penalty: 4637.909668
	Iteration 26Q: 3 clusters Score -1032781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1032799.500000 Penalty: 4637.909668
	Iteration 27Q: 3 clusters Score -1032800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1032820.437500 Penalty: 4637.909668
	Iteration 28Q: 3 clusters Score -1032820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1032842.687500 Penalty: 4637.909668
	Iteration 29Q: 3 clusters Score -1032843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1032871.250000 Penalty: 4637.909668
	Iteration 30Q: 3 clusters Score -1032871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1032895.625000 Penalty: 4637.909668
	Iteration 31Q: 3 clusters Score -1032896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1032913.875000 Penalty: 4637.909668
	Iteration 32Q: 3 clusters Score -1032914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1032940.000000 Penalty: 4637.909668
	Iteration 33Q: 3 clusters Score -1032940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1032962.562500 Penalty: 4637.909668
	Iteration 34Q: 3 clusters Score -1032963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1032980.437500 Penalty: 4637.909668
	Iteration 35Q: 3 clusters Score -1032980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1032996.500000 Penalty: 4637.909668
	Iteration 36Q: 3 clusters Score -1032996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1033008.812500 Penalty: 4637.909668
	Iteration 37Q: 3 clusters Score -1033009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1033016.625000 Penalty: 4637.909668
	Iteration 38Q: 3 clusters Score -1033017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1033021.750000 Penalty: 4637.909668
	Iteration 39Q: 3 clusters Score -1033022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1033025.875000 Penalty: 4637.909668
	Iteration 40F: 3 clusters Score -1033026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1033027.500000 Penalty: 4637.909668
	Iteration 41Q: 3 clusters Score -1033028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1033027.250000 Penalty: 4637.909668
	Iteration 42Q: 3 clusters Score -1033027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1033027.250000 Penalty: 4637.909668
	Iteration 43F: 3 clusters Score -1033027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Entering Unmasked Estep 
Score: -3120614.000000 Penalty: 2600.516602
	Iteration 0F: 2 clusters Score -3120614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3096199.000000 Penalty: 5201.033203
	Iteration 0F: 3 clusters Score -3096199 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3105321.500000 Penalty: 5201.033203
	Iteration 1F: 3 clusters Score -3105322 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3105993.750000 Penalty: 5201.033203
	Iteration 2Q: 3 clusters Score -3105994 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3106630.500000 Penalty: 5201.033203
	Iteration 3Q: 3 clusters Score -3106630 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3107316.250000 Penalty: 5201.033203
	Iteration 4Q: 3 clusters Score -3107316 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3108161.250000 Penalty: 5201.033203
	Iteration 5Q: 3 clusters Score -3108161 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3109158.750000 Penalty: 5201.033203
	Iteration 6Q: 3 clusters Score -3109159 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3110289.250000 Penalty: 5201.033203
	Iteration 7F: 3 clusters Score -3110289 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3111381.500000 Penalty: 5201.033203
	Iteration 8F: 3 clusters Score -3111382 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3112404.500000 Penalty: 5201.033203
	Iteration 9F: 3 clusters Score -3112404 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3113229.750000 Penalty: 5201.033203
	Iteration 10Q: 3 clusters Score -3113230 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3113858.750000 Penalty: 5201.033203
	Iteration 11Q: 3 clusters Score -3113859 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3114298.000000 Penalty: 5201.033203
	Iteration 12Q: 3 clusters Score -3114298 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3114571.000000 Penalty: 5201.033203
	Iteration 13Q: 3 clusters Score -3114571 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3114777.000000 Penalty: 5201.033203
	Iteration 14Q: 3 clusters Score -3114777 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3114963.500000 Penalty: 5201.033203
	Iteration 15Q: 3 clusters Score -3114964 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3115107.250000 Penalty: 5201.033203
	Iteration 16Q: 3 clusters Score -3115107 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3115267.500000 Penalty: 5201.033203
	Iteration 17Q: 3 clusters Score -3115268 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3115408.500000 Penalty: 5201.033203
	Iteration 18Q: 3 clusters Score -3115408 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3115572.000000 Penalty: 5201.033203
	Iteration 19Q: 3 clusters Score -3115572 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3115709.500000 Penalty: 5201.033203
	Iteration 20F: 3 clusters Score -3115710 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3115825.250000 Penalty: 5201.033203
	Iteration 21Q: 3 clusters Score -3115825 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3115946.750000 Penalty: 5201.033203
	Iteration 22Q: 3 clusters Score -3115947 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3116045.500000 Penalty: 5201.033203
	Iteration 23Q: 3 clusters Score -3116046 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3116153.500000 Penalty: 5201.033203
	Iteration 24Q: 3 clusters Score -3116154 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3116248.000000 Penalty: 5201.033203
	Iteration 25Q: 3 clusters Score -3116248 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3116315.750000 Penalty: 5201.033203
	Iteration 26Q: 3 clusters Score -3116316 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3116381.750000 Penalty: 5201.033203
	Iteration 27Q: 3 clusters Score -3116382 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3116439.750000 Penalty: 5201.033203
	Iteration 28Q: 3 clusters Score -3116440 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3116472.750000 Penalty: 5201.033203
	Iteration 29Q: 3 clusters Score -3116473 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3116518.500000 Penalty: 5201.033203
	Iteration 30Q: 3 clusters Score -3116518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3116537.000000 Penalty: 5201.033203
	Iteration 31Q: 3 clusters Score -3116537 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3116565.750000 Penalty: 5201.033203
	Iteration 32Q: 3 clusters Score -3116566 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3116589.250000 Penalty: 5201.033203
	Iteration 33Q: 3 clusters Score -3116589 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3116605.000000 Penalty: 5201.033203
	Iteration 34Q: 3 clusters Score -3116605 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3116613.250000 Penalty: 5201.033203
	Iteration 35Q: 3 clusters Score -3116613 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3116617.500000 Penalty: 5201.033203
	Iteration 36Q: 3 clusters Score -3116618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3116637.500000 Penalty: 5201.033203
	Iteration 37Q: 3 clusters Score -3116638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3116643.000000 Penalty: 5201.033203
	Iteration 38Q: 3 clusters Score -3116643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3116668.500000 Penalty: 5201.033203
	Iteration 39Q: 3 clusters Score -3116668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3116672.500000 Penalty: 5201.033203
	Iteration 40F: 3 clusters Score -3116672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3116679.000000 Penalty: 5201.033203
	Iteration 41Q: 3 clusters Score -3116679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3116700.000000 Penalty: 5201.033203
	Iteration 42Q: 3 clusters Score -3116700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3116708.250000 Penalty: 5201.033203
	Iteration 43Q: 3 clusters Score -3116708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3116719.000000 Penalty: 5201.033203
	Iteration 44Q: 3 clusters Score -3116719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3116742.500000 Penalty: 5201.033203
	Iteration 45Q: 3 clusters Score -3116742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3116749.250000 Penalty: 5201.033203
	Iteration 46Q: 3 clusters Score -3116749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3116759.000000 Penalty: 5201.033203
	Iteration 47Q: 3 clusters Score -3116759 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3116773.500000 Penalty: 5201.033203
	Iteration 48Q: 3 clusters Score -3116774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3116771.500000 Penalty: 5201.033203
	Iteration 49Q: 3 clusters Score -3116772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3116771.500000 Penalty: 5201.033203
	Iteration 50Q: 3 clusters Score -3116772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3116790.750000 Penalty: 5201.033203
	Iteration 51Q: 3 clusters Score -3116791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3116804.750000 Penalty: 5201.033203
	Iteration 52Q: 3 clusters Score -3116805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3116814.750000 Penalty: 5201.033203
	Iteration 53Q: 3 clusters Score -3116815 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3116822.250000 Penalty: 5201.033203
	Iteration 54Q: 3 clusters Score -3116822 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3116835.250000 Penalty: 5201.033203
	Iteration 55Q: 3 clusters Score -3116835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3116841.000000 Penalty: 5201.033203
	Iteration 56Q: 3 clusters Score -3116841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3116856.750000 Penalty: 5201.033203
	Iteration 57Q: 3 clusters Score -3116857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3116870.250000 Penalty: 5201.033203
	Iteration 58Q: 3 clusters Score -3116870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3116879.250000 Penalty: 5201.033203
	Iteration 59Q: 3 clusters Score -3116879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3116894.250000 Penalty: 5201.033203
	Iteration 60F: 3 clusters Score -3116894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3116925.500000 Penalty: 5201.033203
	Iteration 61Q: 3 clusters Score -3116926 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3116936.250000 Penalty: 5201.033203
	Iteration 62Q: 3 clusters Score -3116936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3116959.500000 Penalty: 5201.033203
	Iteration 63Q: 3 clusters Score -3116960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3116966.500000 Penalty: 5201.033203
	Iteration 64Q: 3 clusters Score -3116966 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3116983.250000 Penalty: 5201.033203
	Iteration 65Q: 3 clusters Score -3116983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3116992.250000 Penalty: 5201.033203
	Iteration 66Q: 3 clusters Score -3116992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3117006.750000 Penalty: 5201.033203
	Iteration 67Q: 3 clusters Score -3117007 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3117027.750000 Penalty: 5201.033203
	Iteration 68Q: 3 clusters Score -3117028 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3117037.000000 Penalty: 5201.033203
	Iteration 69Q: 3 clusters Score -3117037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3117051.250000 Penalty: 5201.033203
	Iteration 70Q: 3 clusters Score -3117051 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3117062.750000 Penalty: 5201.033203
	Iteration 71Q: 3 clusters Score -3117063 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3117061.750000 Penalty: 5201.033203
	Iteration 72Q: 3 clusters Score -3117062 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3117079.750000 Penalty: 5201.033203
	Iteration 73Q: 3 clusters Score -3117080 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3117109.000000 Penalty: 5201.033203
	Iteration 74Q: 3 clusters Score -3117109 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3117143.750000 Penalty: 5201.033203
	Iteration 75Q: 3 clusters Score -3117144 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3117175.500000 Penalty: 5201.033203
	Iteration 76Q: 3 clusters Score -3117176 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3117176 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3117203.500000 Penalty: 5201.033203
	Iteration 78Q: 3 clusters Score -3117204 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3117252.500000 Penalty: 5201.033203
	Iteration 79Q: 3 clusters Score -3117252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3117310.250000 Penalty: 5201.033203
	Iteration 80F: 3 clusters Score -3117310 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3117345.750000 Penalty: 5201.033203
	Iteration 81Q: 3 clusters Score -3117346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3117396.500000 Penalty: 5201.033203
	Iteration 82Q: 3 clusters Score -3117396 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3117422.000000 Penalty: 5201.033203
	Iteration 83Q: 3 clusters Score -3117422 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3117471.750000 Penalty: 5201.033203
	Iteration 84Q: 3 clusters Score -3117472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3117524.250000 Penalty: 5201.033203
	Iteration 85Q: 3 clusters Score -3117524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3117559.250000 Penalty: 5201.033203
	Iteration 86Q: 3 clusters Score -3117559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3117587.750000 Penalty: 5201.033203
	Iteration 87Q: 3 clusters Score -3117588 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3117618.250000 Penalty: 5201.033203
	Iteration 88Q: 3 clusters Score -3117618 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3117666.750000 Penalty: 5201.033203
	Iteration 89Q: 3 clusters Score -3117667 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3117717.750000 Penalty: 5201.033203
	Iteration 90Q: 3 clusters Score -3117718 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3117758.250000 Penalty: 5201.033203
	Iteration 91Q: 3 clusters Score -3117758 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3117810.750000 Penalty: 5201.033203
	Iteration 92Q: 3 clusters Score -3117811 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3117858.000000 Penalty: 5201.033203
	Iteration 93Q: 3 clusters Score -3117858 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3117907.250000 Penalty: 5201.033203
	Iteration 94Q: 3 clusters Score -3117907 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3117955.000000 Penalty: 5201.033203
	Iteration 95Q: 3 clusters Score -3117955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3117998.750000 Penalty: 5201.033203
	Iteration 96Q: 3 clusters Score -3117999 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3118037.500000 Penalty: 5201.033203
	Iteration 97Q: 3 clusters Score -3118038 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3118061.750000 Penalty: 5201.033203
	Iteration 98Q: 3 clusters Score -3118062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3118090.000000 Penalty: 5201.033203
	Iteration 99Q: 3 clusters Score -3118090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3118110.250000 Penalty: 5201.033203
	Iteration 100F: 3 clusters Score -3118110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3118121.750000 Penalty: 5201.033203
	Iteration 101Q: 3 clusters Score -3118122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3118146.500000 Penalty: 5201.033203
	Iteration 102Q: 3 clusters Score -3118146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3118160.750000 Penalty: 5201.033203
	Iteration 103Q: 3 clusters Score -3118161 nChanged 68
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Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3118186.250000 Penalty: 5201.033203
	Iteration 104Q: 3 clusters Score -3118186 nChanged 82
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Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3118191.750000 Penalty: 5201.033203
	Iteration 105Q: 3 clusters Score -3118192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3118209.500000 Penalty: 5201.033203
	Iteration 106Q: 3 clusters Score -3118210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3118242.500000 Penalty: 5201.033203
	Iteration 107Q: 3 clusters Score -3118242 nChanged 85
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Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3118258.750000 Penalty: 5201.033203
	Iteration 108Q: 3 clusters Score -3118259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3118281.250000 Penalty: 5201.033203
	Iteration 109Q: 3 clusters Score -3118281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3118291.500000 Penalty: 5201.033203
	Iteration 110Q: 3 clusters Score -3118292 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3118304.250000 Penalty: 5201.033203
	Iteration 111Q: 3 clusters Score -3118304 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3118321.500000 Penalty: 5201.033203
	Iteration 112Q: 3 clusters Score -3118322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3118330.750000 Penalty: 5201.033203
	Iteration 113Q: 3 clusters Score -3118331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3118349.750000 Penalty: 5201.033203
	Iteration 114Q: 3 clusters Score -3118350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3118360.250000 Penalty: 5201.033203
	Iteration 115Q: 3 clusters Score -3118360 nChanged 66
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Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3118368.250000 Penalty: 5201.033203
	Iteration 116Q: 3 clusters Score -3118368 nChanged 62
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Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3118389.500000 Penalty: 5201.033203
	Iteration 117Q: 3 clusters Score -3118390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3118405.250000 Penalty: 5201.033203
	Iteration 118Q: 3 clusters Score -3118405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3118404.000000 Penalty: 5201.033203
	Iteration 119Q: 3 clusters Score -3118404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3118418.000000 Penalty: 5201.033203
	Iteration 120F: 3 clusters Score -3118418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3118436.250000 Penalty: 5201.033203
	Iteration 121Q: 3 clusters Score -3118436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3118449.500000 Penalty: 5201.033203
	Iteration 122Q: 3 clusters Score -3118450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3118454.000000 Penalty: 5201.033203
	Iteration 123Q: 3 clusters Score -3118454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3118460.250000 Penalty: 5201.033203
	Iteration 124Q: 3 clusters Score -3118460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3118468.000000 Penalty: 5201.033203
	Iteration 125Q: 3 clusters Score -3118468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3118478.750000 Penalty: 5201.033203
	Iteration 126Q: 3 clusters Score -3118479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3118484.750000 Penalty: 5201.033203
	Iteration 127Q: 3 clusters Score -3118485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3118490.000000 Penalty: 5201.033203
	Iteration 128Q: 3 clusters Score -3118490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3118496.500000 Penalty: 5201.033203
	Iteration 129Q: 3 clusters Score -3118496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3118507.250000 Penalty: 5201.033203
	Iteration 130Q: 3 clusters Score -3118507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3118507.250000 Penalty: 5201.033203
	Iteration 131Q: 3 clusters Score -3118507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3118511.250000 Penalty: 5201.033203
	Iteration 132Q: 3 clusters Score -3118511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3118513.500000 Penalty: 5201.033203
	Iteration 133Q: 3 clusters Score -3118514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3118523.000000 Penalty: 5201.033203
	Iteration 134Q: 3 clusters Score -3118523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3118530.250000 Penalty: 5201.033203
	Iteration 135Q: 3 clusters Score -3118530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3118535.750000 Penalty: 5201.033203
	Iteration 136Q: 3 clusters Score -3118536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3118540.500000 Penalty: 5201.033203
	Iteration 137Q: 3 clusters Score -3118540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3118548.000000 Penalty: 5201.033203
	Iteration 138Q: 3 clusters Score -3118548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3118549.500000 Penalty: 5201.033203
	Iteration 139Q: 3 clusters Score -3118550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3118555.750000 Penalty: 5201.033203
	Iteration 140F: 3 clusters Score -3118556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3118562.500000 Penalty: 5201.033203
	Iteration 141Q: 3 clusters Score -3118562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3118567.000000 Penalty: 5201.033203
	Iteration 142Q: 3 clusters Score -3118567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3118572.000000 Penalty: 5201.033203
	Iteration 143Q: 3 clusters Score -3118572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3118582.250000 Penalty: 5201.033203
	Iteration 144Q: 3 clusters Score -3118582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3118581.750000 Penalty: 5201.033203
	Iteration 145Q: 3 clusters Score -3118582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3118594.500000 Penalty: 5201.033203
	Iteration 146Q: 3 clusters Score -3118594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3118591.750000 Penalty: 5201.033203
	Iteration 147Q: 3 clusters Score -3118592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3118598.500000 Penalty: 5201.033203
	Iteration 148Q: 3 clusters Score -3118598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3118600.250000 Penalty: 5201.033203
	Iteration 149Q: 3 clusters Score -3118600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3118607.250000 Penalty: 5201.033203
	Iteration 150Q: 3 clusters Score -3118607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3118611.500000 Penalty: 5201.033203
	Iteration 151Q: 3 clusters Score -3118612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3118621.250000 Penalty: 5201.033203
	Iteration 152Q: 3 clusters Score -3118621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3118621.000000 Penalty: 5201.033203
	Iteration 153Q: 3 clusters Score -3118621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3118634.250000 Penalty: 5201.033203
	Iteration 154Q: 3 clusters Score -3118634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3118640.250000 Penalty: 5201.033203
	Iteration 155Q: 3 clusters Score -3118640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3118640.250000 Penalty: 5201.033203
	Iteration 156Q: 3 clusters Score -3118640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3118647.750000 Penalty: 5201.033203
	Iteration 157Q: 3 clusters Score -3118648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3118647.500000 Penalty: 5201.033203
	Iteration 158Q: 3 clusters Score -3118648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3118649.500000 Penalty: 5201.033203
	Iteration 159Q: 3 clusters Score -3118650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3118651.750000 Penalty: 5201.033203
	Iteration 160F: 3 clusters Score -3118652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3118653.750000 Penalty: 5201.033203
	Iteration 161Q: 3 clusters Score -3118654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3118655.500000 Penalty: 5201.033203
	Iteration 162Q: 3 clusters Score -3118656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3118653.000000 Penalty: 5201.033203
	Iteration 163Q: 3 clusters Score -3118653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3118657.750000 Penalty: 5201.033203
	Iteration 164Q: 3 clusters Score -3118658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3118658.500000 Penalty: 5201.033203
	Iteration 165Q: 3 clusters Score -3118658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3118662.500000 Penalty: 5201.033203
	Iteration 166Q: 3 clusters Score -3118662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3118674.000000 Penalty: 5201.033203
	Iteration 167Q: 3 clusters Score -3118674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3118682.750000 Penalty: 5201.033203
	Iteration 168Q: 3 clusters Score -3118683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3118687.250000 Penalty: 5201.033203
	Iteration 169Q: 3 clusters Score -3118687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3118696.250000 Penalty: 5201.033203
	Iteration 170Q: 3 clusters Score -3118696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3118698.750000 Penalty: 5201.033203
	Iteration 171Q: 3 clusters Score -3118699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3118700.500000 Penalty: 5201.033203
	Iteration 172Q: 3 clusters Score -3118700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3118703.500000 Penalty: 5201.033203
	Iteration 173Q: 3 clusters Score -3118704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3118704.000000 Penalty: 5201.033203
	Iteration 174Q: 3 clusters Score -3118704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3118703.750000 Penalty: 5201.033203
	Iteration 175Q: 3 clusters Score -3118704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3118709.750000 Penalty: 5201.033203
	Iteration 176Q: 3 clusters Score -3118710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3118707.250000 Penalty: 5201.033203
	Iteration 177Q: 3 clusters Score -3118707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3118706.750000 Penalty: 5201.033203
	Iteration 178Q: 3 clusters Score -3118707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3118704.500000 Penalty: 5201.033203
	Iteration 179Q: 3 clusters Score -3118704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3118704.000000 Penalty: 5201.033203
	Iteration 180F: 3 clusters Score -3118704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3118703.250000 Penalty: 5201.033203
	Iteration 181Q: 3 clusters Score -3118703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3118703.250000 Penalty: 5201.033203
	Iteration 182F: 3 clusters Score -3118703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Entering Unmasked Estep 
Score: -1248757.500000 Penalty: 2366.988770
	Iteration 0F: 2 clusters Score -1248758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1238475.250000 Penalty: 4733.977539
	Iteration 0F: 3 clusters Score -1238475 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1241683.875000 Penalty: 4733.977539
	Iteration 1F: 3 clusters Score -1241684 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1242094.000000 Penalty: 4733.977539
	Iteration 2F: 3 clusters Score -1242094 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1242509.125000 Penalty: 4733.977539
	Iteration 3F: 3 clusters Score -1242509 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1242958.000000 Penalty: 4733.977539
	Iteration 4F: 3 clusters Score -1242958 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1243408.375000 Penalty: 4733.977539
	Iteration 5F: 3 clusters Score -1243408 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1243808.250000 Penalty: 4733.977539
	Iteration 6F: 3 clusters Score -1243808 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1244201.500000 Penalty: 4733.977539
	Iteration 7F: 3 clusters Score -1244202 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1244585.125000 Penalty: 4733.977539
	Iteration 8Q: 3 clusters Score -1244585 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1244993.625000 Penalty: 4733.977539
	Iteration 9Q: 3 clusters Score -1244994 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1245342.875000 Penalty: 4733.977539
	Iteration 10Q: 3 clusters Score -1245343 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1245653.250000 Penalty: 4733.977539
	Iteration 11Q: 3 clusters Score -1245653 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1245924.875000 Penalty: 4733.977539
	Iteration 12Q: 3 clusters Score -1245925 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1246182.250000 Penalty: 4733.977539
	Iteration 13Q: 3 clusters Score -1246182 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1246390.000000 Penalty: 4733.977539
	Iteration 14Q: 3 clusters Score -1246390 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1246559.375000 Penalty: 4733.977539
	Iteration 15Q: 3 clusters Score -1246559 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1246715.250000 Penalty: 4733.977539
	Iteration 16Q: 3 clusters Score -1246715 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1246839.625000 Penalty: 4733.977539
	Iteration 17Q: 3 clusters Score -1246840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1246961.625000 Penalty: 4733.977539
	Iteration 18Q: 3 clusters Score -1246962 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1247071.750000 Penalty: 4733.977539
	Iteration 19Q: 3 clusters Score -1247072 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1247148.750000 Penalty: 4733.977539
	Iteration 20F: 3 clusters Score -1247149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1247200.375000 Penalty: 4733.977539
	Iteration 21Q: 3 clusters Score -1247200 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1247253.750000 Penalty: 4733.977539
	Iteration 22Q: 3 clusters Score -1247254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1247302.000000 Penalty: 4733.977539
	Iteration 23Q: 3 clusters Score -1247302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1247338.875000 Penalty: 4733.977539
	Iteration 24Q: 3 clusters Score -1247339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1247383.250000 Penalty: 4733.977539
	Iteration 25Q: 3 clusters Score -1247383 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1247435.250000 Penalty: 4733.977539
	Iteration 26Q: 3 clusters Score -1247435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1247479.125000 Penalty: 4733.977539
	Iteration 27Q: 3 clusters Score -1247479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1247508.875000 Penalty: 4733.977539
	Iteration 28Q: 3 clusters Score -1247509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1247536.500000 Penalty: 4733.977539
	Iteration 29Q: 3 clusters Score -1247536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1247555.250000 Penalty: 4733.977539
	Iteration 30Q: 3 clusters Score -1247555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1247564.750000 Penalty: 4733.977539
	Iteration 31Q: 3 clusters Score -1247565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1247582.500000 Penalty: 4733.977539
	Iteration 32Q: 3 clusters Score -1247582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1247596.500000 Penalty: 4733.977539
	Iteration 33Q: 3 clusters Score -1247596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1247615.125000 Penalty: 4733.977539
	Iteration 34Q: 3 clusters Score -1247615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1247624.000000 Penalty: 4733.977539
	Iteration 35Q: 3 clusters Score -1247624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1247636.125000 Penalty: 4733.977539
	Iteration 36Q: 3 clusters Score -1247636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1247643.875000 Penalty: 4733.977539
	Iteration 37Q: 3 clusters Score -1247644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1247648.375000 Penalty: 4733.977539
	Iteration 38Q: 3 clusters Score -1247648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1247655.625000 Penalty: 4733.977539
	Iteration 39Q: 3 clusters Score -1247656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1247662.250000 Penalty: 4733.977539
	Iteration 40F: 3 clusters Score -1247662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1247665.500000 Penalty: 4733.977539
	Iteration 41Q: 3 clusters Score -1247666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1247668.250000 Penalty: 4733.977539
	Iteration 42Q: 3 clusters Score -1247668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1247672.875000 Penalty: 4733.977539
	Iteration 43Q: 3 clusters Score -1247673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1247670.750000 Penalty: 4733.977539
	Iteration 44Q: 3 clusters Score -1247671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1247676.750000 Penalty: 4733.977539
	Iteration 45Q: 3 clusters Score -1247677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1247682.750000 Penalty: 4733.977539
	Iteration 46Q: 3 clusters Score -1247683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1247686.250000 Penalty: 4733.977539
	Iteration 47Q: 3 clusters Score -1247686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1247688.625000 Penalty: 4733.977539
	Iteration 48Q: 3 clusters Score -1247689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1247693.375000 Penalty: 4733.977539
	Iteration 49Q: 3 clusters Score -1247693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1247691.750000 Penalty: 4733.977539
	Iteration 50Q: 3 clusters Score -1247692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1247696.125000 Penalty: 4733.977539
	Iteration 51Q: 3 clusters Score -1247696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1247696.500000 Penalty: 4733.977539
	Iteration 52Q: 3 clusters Score -1247696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1247697.500000 Penalty: 4733.977539
	Iteration 53Q: 3 clusters Score -1247698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1247697.875000 Penalty: 4733.977539
	Iteration 54Q: 3 clusters Score -1247698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1247697.875000 Penalty: 4733.977539
	Iteration 55F: 3 clusters Score -1247698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Entering Unmasked Estep 
Score: -1535715.375000 Penalty: 2427.317871
	Iteration 0F: 2 clusters Score -1535715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1522978.000000 Penalty: 4854.635742
	Iteration 0F: 3 clusters Score -1522978 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1527358.875000 Penalty: 4854.635742
	Iteration 1F: 3 clusters Score -1527359 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1527857.125000 Penalty: 4854.635742
	Iteration 2F: 3 clusters Score -1527857 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1528323.375000 Penalty: 4854.635742
	Iteration 3F: 3 clusters Score -1528323 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1528846.875000 Penalty: 4854.635742
	Iteration 4F: 3 clusters Score -1528847 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1529444.750000 Penalty: 4854.635742
	Iteration 5F: 3 clusters Score -1529445 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1530064.375000 Penalty: 4854.635742
	Iteration 6F: 3 clusters Score -1530064 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1530674.625000 Penalty: 4854.635742
	Iteration 7F: 3 clusters Score -1530675 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1531288.250000 Penalty: 4854.635742
	Iteration 8F: 3 clusters Score -1531288 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1531797.000000 Penalty: 4854.635742
	Iteration 9Q: 3 clusters Score -1531797 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1532139.125000 Penalty: 4854.635742
	Iteration 10Q: 3 clusters Score -1532139 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1532388.250000 Penalty: 4854.635742
	Iteration 11Q: 3 clusters Score -1532388 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1532614.375000 Penalty: 4854.635742
	Iteration 12Q: 3 clusters Score -1532614 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1532852.625000 Penalty: 4854.635742
	Iteration 13Q: 3 clusters Score -1532853 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1533101.875000 Penalty: 4854.635742
	Iteration 14Q: 3 clusters Score -1533102 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1533302.250000 Penalty: 4854.635742
	Iteration 15Q: 3 clusters Score -1533302 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1533452.250000 Penalty: 4854.635742
	Iteration 16Q: 3 clusters Score -1533452 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1533574.750000 Penalty: 4854.635742
	Iteration 17Q: 3 clusters Score -1533575 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1533701.750000 Penalty: 4854.635742
	Iteration 18Q: 3 clusters Score -1533702 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1533799.375000 Penalty: 4854.635742
	Iteration 19Q: 3 clusters Score -1533799 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1533893.625000 Penalty: 4854.635742
	Iteration 20F: 3 clusters Score -1533894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1533983.625000 Penalty: 4854.635742
	Iteration 21Q: 3 clusters Score -1533984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1534067.250000 Penalty: 4854.635742
	Iteration 22Q: 3 clusters Score -1534067 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1534110.500000 Penalty: 4854.635742
	Iteration 23Q: 3 clusters Score -1534110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1534153.375000 Penalty: 4854.635742
	Iteration 24Q: 3 clusters Score -1534153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1534188.750000 Penalty: 4854.635742
	Iteration 25Q: 3 clusters Score -1534189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1534202.125000 Penalty: 4854.635742
	Iteration 26Q: 3 clusters Score -1534202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1534212.375000 Penalty: 4854.635742
	Iteration 27Q: 3 clusters Score -1534212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1534216.250000 Penalty: 4854.635742
	Iteration 28Q: 3 clusters Score -1534216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1534219.625000 Penalty: 4854.635742
	Iteration 29Q: 3 clusters Score -1534220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1534227.125000 Penalty: 4854.635742
	Iteration 30Q: 3 clusters Score -1534227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1534236.250000 Penalty: 4854.635742
	Iteration 31Q: 3 clusters Score -1534236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1534238.250000 Penalty: 4854.635742
	Iteration 32Q: 3 clusters Score -1534238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1534241.625000 Penalty: 4854.635742
	Iteration 33Q: 3 clusters Score -1534242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1534241.500000 Penalty: 4854.635742
	Iteration 34Q: 3 clusters Score -1534242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1534240.875000 Penalty: 4854.635742
	Iteration 35Q: 3 clusters Score -1534241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1534241.250000 Penalty: 4854.635742
	Iteration 36Q: 3 clusters Score -1534241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1534238.250000 Penalty: 4854.635742
	Iteration 37Q: 3 clusters Score -1534238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1534238.125000 Penalty: 4854.635742
	Iteration 38Q: 3 clusters Score -1534238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1534242.375000 Penalty: 4854.635742
	Iteration 39Q: 3 clusters Score -1534242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1534241.250000 Penalty: 4854.635742
	Iteration 40F: 3 clusters Score -1534241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1534241.375000 Penalty: 4854.635742
	Iteration 41Q: 3 clusters Score -1534241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1534242.000000 Penalty: 4854.635742
	Iteration 42Q: 3 clusters Score -1534242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1534242.000000 Penalty: 4854.635742
	Iteration 43F: 3 clusters Score -1534242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Entering Unmasked Estep 
Score: -3671893.750000 Penalty: 2635.879150
	Iteration 0F: 2 clusters Score -3671894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3643961.250000 Penalty: 5271.758301
	Iteration 0F: 3 clusters Score -3643961 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3654426.750000 Penalty: 5271.758301
	Iteration 1F: 3 clusters Score -3654427 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3654978.750000 Penalty: 5271.758301
	Iteration 2Q: 3 clusters Score -3654979 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3655617.750000 Penalty: 5271.758301
	Iteration 3Q: 3 clusters Score -3655618 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3656378.750000 Penalty: 5271.758301
	Iteration 4Q: 3 clusters Score -3656379 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3657267.750000 Penalty: 5271.758301
	Iteration 5Q: 3 clusters Score -3657268 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3658263.250000 Penalty: 5271.758301
	Iteration 6Q: 3 clusters Score -3658263 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3659438.000000 Penalty: 5271.758301
	Iteration 7F: 3 clusters Score -3659438 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3660936.750000 Penalty: 5271.758301
	Iteration 8F: 3 clusters Score -3660937 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3662449.250000 Penalty: 5271.758301
	Iteration 9F: 3 clusters Score -3662449 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3663551.250000 Penalty: 5271.758301
	Iteration 10F: 3 clusters Score -3663551 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3664201.750000 Penalty: 5271.758301
	Iteration 11Q: 3 clusters Score -3664202 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3664497.500000 Penalty: 5271.758301
	Iteration 12Q: 3 clusters Score -3664498 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3664695.000000 Penalty: 5271.758301
	Iteration 13Q: 3 clusters Score -3664695 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3664811.750000 Penalty: 5271.758301
	Iteration 14Q: 3 clusters Score -3664812 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3664862.500000 Penalty: 5271.758301
	Iteration 15Q: 3 clusters Score -3664862 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3664917 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3664959 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3664980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3665031 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3665067.500000 Penalty: 5271.758301
	Iteration 20F: 3 clusters Score -3665068 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3665090.000000 Penalty: 5271.758301
	Iteration 21Q: 3 clusters Score -3665090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3665116.500000 Penalty: 5271.758301
	Iteration 22Q: 3 clusters Score -3665116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3665133.250000 Penalty: 5271.758301
	Iteration 23Q: 3 clusters Score -3665133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3665138.250000 Penalty: 5271.758301
	Iteration 24Q: 3 clusters Score -3665138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3665153.250000 Penalty: 5271.758301
	Iteration 25Q: 3 clusters Score -3665153 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3665179.250000 Penalty: 5271.758301
	Iteration 26Q: 3 clusters Score -3665179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3665193.000000 Penalty: 5271.758301
	Iteration 27Q: 3 clusters Score -3665193 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3665234.000000 Penalty: 5271.758301
	Iteration 28Q: 3 clusters Score -3665234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3665238.250000 Penalty: 5271.758301
	Iteration 29Q: 3 clusters Score -3665238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3665250.000000 Penalty: 5271.758301
	Iteration 30Q: 3 clusters Score -3665250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3665264.250000 Penalty: 5271.758301
	Iteration 31Q: 3 clusters Score -3665264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3665282.000000 Penalty: 5271.758301
	Iteration 32Q: 3 clusters Score -3665282 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3665295.500000 Penalty: 5271.758301
	Iteration 33Q: 3 clusters Score -3665296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3665309.000000 Penalty: 5271.758301
	Iteration 34Q: 3 clusters Score -3665309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3665332.750000 Penalty: 5271.758301
	Iteration 35Q: 3 clusters Score -3665333 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3665337.500000 Penalty: 5271.758301
	Iteration 36Q: 3 clusters Score -3665338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3665350.000000 Penalty: 5271.758301
	Iteration 37Q: 3 clusters Score -3665350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3665360.500000 Penalty: 5271.758301
	Iteration 38Q: 3 clusters Score -3665360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3665368.000000 Penalty: 5271.758301
	Iteration 39Q: 3 clusters Score -3665368 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3665379.500000 Penalty: 5271.758301
	Iteration 40F: 3 clusters Score -3665380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3665394.250000 Penalty: 5271.758301
	Iteration 41Q: 3 clusters Score -3665394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3665408.250000 Penalty: 5271.758301
	Iteration 42Q: 3 clusters Score -3665408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3665415.250000 Penalty: 5271.758301
	Iteration 43Q: 3 clusters Score -3665415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3665426.250000 Penalty: 5271.758301
	Iteration 44Q: 3 clusters Score -3665426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3665434.500000 Penalty: 5271.758301
	Iteration 45Q: 3 clusters Score -3665434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3665450.000000 Penalty: 5271.758301
	Iteration 46Q: 3 clusters Score -3665450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3665470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3665470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3665478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3665491.000000 Penalty: 5271.758301
	Iteration 50Q: 3 clusters Score -3665491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3665492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3665502.000000 Penalty: 5271.758301
	Iteration 52Q: 3 clusters Score -3665502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3665501.000000 Penalty: 5271.758301
	Iteration 53Q: 3 clusters Score -3665501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3665508.250000 Penalty: 5271.758301
	Iteration 54Q: 3 clusters Score -3665508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3665536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3665526.000000 Penalty: 5271.758301
	Iteration 56Q: 3 clusters Score -3665526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3665537.750000 Penalty: 5271.758301
	Iteration 57Q: 3 clusters Score -3665538 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3665548.250000 Penalty: 5271.758301
	Iteration 58Q: 3 clusters Score -3665548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3665563.000000 Penalty: 5271.758301
	Iteration 59Q: 3 clusters Score -3665563 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3665586.000000 Penalty: 5271.758301
	Iteration 60F: 3 clusters Score -3665586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3665607.000000 Penalty: 5271.758301
	Iteration 61Q: 3 clusters Score -3665607 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3665634.750000 Penalty: 5271.758301
	Iteration 62Q: 3 clusters Score -3665635 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3665655.750000 Penalty: 5271.758301
	Iteration 63Q: 3 clusters Score -3665656 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3665677.000000 Penalty: 5271.758301
	Iteration 64Q: 3 clusters Score -3665677 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3665694.750000 Penalty: 5271.758301
	Iteration 65Q: 3 clusters Score -3665695 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3665722.250000 Penalty: 5271.758301
	Iteration 66Q: 3 clusters Score -3665722 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3665747.250000 Penalty: 5271.758301
	Iteration 67Q: 3 clusters Score -3665747 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3665789.250000 Penalty: 5271.758301
	Iteration 68Q: 3 clusters Score -3665789 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3665848 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3665887.750000 Penalty: 5271.758301
	Iteration 70Q: 3 clusters Score -3665888 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3665909 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3665957.000000 Penalty: 5271.758301
	Iteration 72Q: 3 clusters Score -3665957 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3665983.250000 Penalty: 5271.758301
	Iteration 73Q: 3 clusters Score -3665983 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3666033.250000 Penalty: 5271.758301
	Iteration 74Q: 3 clusters Score -3666033 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3666086.750000 Penalty: 5271.758301
	Iteration 75Q: 3 clusters Score -3666087 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3666134.500000 Penalty: 5271.758301
	Iteration 76Q: 3 clusters Score -3666134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3666170.000000 Penalty: 5271.758301
	Iteration 77Q: 3 clusters Score -3666170 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3666219.250000 Penalty: 5271.758301
	Iteration 78Q: 3 clusters Score -3666219 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3666258.000000 Penalty: 5271.758301
	Iteration 79Q: 3 clusters Score -3666258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3666291.000000 Penalty: 5271.758301
	Iteration 80F: 3 clusters Score -3666291 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3666328 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3666368.000000 Penalty: 5271.758301
	Iteration 82Q: 3 clusters Score -3666368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3666400.750000 Penalty: 5271.758301
	Iteration 83Q: 3 clusters Score -3666401 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3666441.500000 Penalty: 5271.758301
	Iteration 84Q: 3 clusters Score -3666442 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3666504.500000 Penalty: 5271.758301
	Iteration 85Q: 3 clusters Score -3666504 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3666553.750000 Penalty: 5271.758301
	Iteration 86Q: 3 clusters Score -3666554 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3666612.000000 Penalty: 5271.758301
	Iteration 87Q: 3 clusters Score -3666612 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3666693.250000 Penalty: 5271.758301
	Iteration 88Q: 3 clusters Score -3666693 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3666767.500000 Penalty: 5271.758301
	Iteration 89Q: 3 clusters Score -3666768 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3666875.250000 Penalty: 5271.758301
	Iteration 90Q: 3 clusters Score -3666875 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3666985.750000 Penalty: 5271.758301
	Iteration 91Q: 3 clusters Score -3666986 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3667108.000000 Penalty: 5271.758301
	Iteration 92Q: 3 clusters Score -3667108 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3667239.250000 Penalty: 5271.758301
	Iteration 93Q: 3 clusters Score -3667239 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3667364 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3667518.000000 Penalty: 5271.758301
	Iteration 95Q: 3 clusters Score -3667518 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3667674 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3667813.500000 Penalty: 5271.758301
	Iteration 97Q: 3 clusters Score -3667814 nChanged 358
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3667969 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3668135.000000 Penalty: 5271.758301
	Iteration 99Q: 3 clusters Score -3668135 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3668294.000000 Penalty: 5271.758301
	Iteration 100F: 3 clusters Score -3668294 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3668464.250000 Penalty: 5271.758301
	Iteration 101Q: 3 clusters Score -3668464 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3668611.500000 Penalty: 5271.758301
	Iteration 102Q: 3 clusters Score -3668612 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3668791.250000 Penalty: 5271.758301
	Iteration 103Q: 3 clusters Score -3668791 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3668951.750000 Penalty: 5271.758301
	Iteration 104Q: 3 clusters Score -3668952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3669083.250000 Penalty: 5271.758301
	Iteration 105Q: 3 clusters Score -3669083 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3669201.500000 Penalty: 5271.758301
	Iteration 106Q: 3 clusters Score -3669202 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
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Entering Unmasked Estep 
Score: -3669282.500000 Penalty: 5271.758301
	Iteration 107Q: 3 clusters Score -3669282 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3669363.000000 Penalty: 5271.758301
	Iteration 108Q: 3 clusters Score -3669363 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3669424.250000 Penalty: 5271.758301
	Iteration 109Q: 3 clusters Score -3669424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3669478.250000 Penalty: 5271.758301
	Iteration 110Q: 3 clusters Score -3669478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3669520.500000 Penalty: 5271.758301
	Iteration 111Q: 3 clusters Score -3669520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3669563.250000 Penalty: 5271.758301
	Iteration 112Q: 3 clusters Score -3669563 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3669576.000000 Penalty: 5271.758301
	Iteration 113Q: 3 clusters Score -3669576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3669594.500000 Penalty: 5271.758301
	Iteration 114Q: 3 clusters Score -3669594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3669610.000000 Penalty: 5271.758301
	Iteration 115Q: 3 clusters Score -3669610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3669620.000000 Penalty: 5271.758301
	Iteration 116Q: 3 clusters Score -3669620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3669634.250000 Penalty: 5271.758301
	Iteration 117Q: 3 clusters Score -3669634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3669637.000000 Penalty: 5271.758301
	Iteration 118Q: 3 clusters Score -3669637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3669663.250000 Penalty: 5271.758301
	Iteration 119Q: 3 clusters Score -3669663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3669677.500000 Penalty: 5271.758301
	Iteration 120F: 3 clusters Score -3669678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3669683.750000 Penalty: 5271.758301
	Iteration 121Q: 3 clusters Score -3669684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3669685.250000 Penalty: 5271.758301
	Iteration 122Q: 3 clusters Score -3669685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3669697.000000 Penalty: 5271.758301
	Iteration 123Q: 3 clusters Score -3669697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3669694.000000 Penalty: 5271.758301
	Iteration 124Q: 3 clusters Score -3669694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3669697.000000 Penalty: 5271.758301
	Iteration 125Q: 3 clusters Score -3669697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3669696.750000 Penalty: 5271.758301
	Iteration 126Q: 3 clusters Score -3669697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3669693.500000 Penalty: 5271.758301
	Iteration 127Q: 3 clusters Score -3669694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3669693.750000 Penalty: 5271.758301
	Iteration 128Q: 3 clusters Score -3669694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3669696.000000 Penalty: 5271.758301
	Iteration 129Q: 3 clusters Score -3669696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3669696.000000 Penalty: 5271.758301
	Iteration 130F: 3 clusters Score -3669696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Entering Unmasked Estep 
Score: -2355232.000000 Penalty: 2521.940674
	Iteration 0F: 2 clusters Score -2355232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2337134.000000 Penalty: 5043.881348
	Iteration 0F: 3 clusters Score -2337134 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2343539.000000 Penalty: 5043.881348
	Iteration 1F: 3 clusters Score -2343539 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2344182.750000 Penalty: 5043.881348
	Iteration 2F: 3 clusters Score -2344183 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2344989.750000 Penalty: 5043.881348
	Iteration 3F: 3 clusters Score -2344990 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2346045.500000 Penalty: 5043.881348
	Iteration 4F: 3 clusters Score -2346046 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2347322.000000 Penalty: 5043.881348
	Iteration 5F: 3 clusters Score -2347322 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2348793.250000 Penalty: 5043.881348
	Iteration 6F: 3 clusters Score -2348793 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2350190.250000 Penalty: 5043.881348
	Iteration 7F: 3 clusters Score -2350190 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2351279.750000 Penalty: 5043.881348
	Iteration 8F: 3 clusters Score -2351280 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2352078.500000 Penalty: 5043.881348
	Iteration 9Q: 3 clusters Score -2352078 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2352578.500000 Penalty: 5043.881348
	Iteration 10Q: 3 clusters Score -2352578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2352935.000000 Penalty: 5043.881348
	Iteration 11Q: 3 clusters Score -2352935 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2353146.750000 Penalty: 5043.881348
	Iteration 12Q: 3 clusters Score -2353147 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2353251.250000 Penalty: 5043.881348
	Iteration 13Q: 3 clusters Score -2353251 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2353314.000000 Penalty: 5043.881348
	Iteration 14Q: 3 clusters Score -2353314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2353358.000000 Penalty: 5043.881348
	Iteration 15Q: 3 clusters Score -2353358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2353389.750000 Penalty: 5043.881348
	Iteration 16Q: 3 clusters Score -2353390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2353422.750000 Penalty: 5043.881348
	Iteration 17Q: 3 clusters Score -2353423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2353435.750000 Penalty: 5043.881348
	Iteration 18Q: 3 clusters Score -2353436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2353452.750000 Penalty: 5043.881348
	Iteration 19Q: 3 clusters Score -2353453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2353482.000000 Penalty: 5043.881348
	Iteration 20F: 3 clusters Score -2353482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2353492.250000 Penalty: 5043.881348
	Iteration 21Q: 3 clusters Score -2353492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2353500.000000 Penalty: 5043.881348
	Iteration 22Q: 3 clusters Score -2353500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2353509.500000 Penalty: 5043.881348
	Iteration 23Q: 3 clusters Score -2353510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2353512.250000 Penalty: 5043.881348
	Iteration 24Q: 3 clusters Score -2353512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2353525.000000 Penalty: 5043.881348
	Iteration 25Q: 3 clusters Score -2353525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2353533.750000 Penalty: 5043.881348
	Iteration 26Q: 3 clusters Score -2353534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2353545.750000 Penalty: 5043.881348
	Iteration 27Q: 3 clusters Score -2353546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2353553.750000 Penalty: 5043.881348
	Iteration 28Q: 3 clusters Score -2353554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2353561.000000 Penalty: 5043.881348
	Iteration 29Q: 3 clusters Score -2353561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2353561.750000 Penalty: 5043.881348
	Iteration 30Q: 3 clusters Score -2353562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2353571.750000 Penalty: 5043.881348
	Iteration 31Q: 3 clusters Score -2353572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2353569.250000 Penalty: 5043.881348
	Iteration 32Q: 3 clusters Score -2353569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2353576.250000 Penalty: 5043.881348
	Iteration 33Q: 3 clusters Score -2353576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2353582.250000 Penalty: 5043.881348
	Iteration 34Q: 3 clusters Score -2353582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2353582.250000 Penalty: 5043.881348
	Iteration 35F: 3 clusters Score -2353582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (131617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Entering Unmasked Estep 
Score: -11997827.000000 Penalty: 2923.337402
	Iteration 0F: 2 clusters Score -1.199783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -11909740.000000 Penalty: 5846.674805
	Iteration 0F: 3 clusters Score -1.190974e+07 nChanged 62771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -11945635.000000 Penalty: 5846.674805
	Iteration 1F: 3 clusters Score -1.194564e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -11946382.000000 Penalty: 5846.674805
	Iteration 2Q: 3 clusters Score -1.194638e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -11946990.000000 Penalty: 5846.674805
	Iteration 3Q: 3 clusters Score -1.194699e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -11947797.000000 Penalty: 5846.674805
	Iteration 4Q: 3 clusters Score -1.19478e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -11948813.000000 Penalty: 5846.674805
	Iteration 5Q: 3 clusters Score -1.194881e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -11950440.000000 Penalty: 5846.674805
	Iteration 6Q: 3 clusters Score -1.195044e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -11953396.000000 Penalty: 5846.674805
	Iteration 7Q: 3 clusters Score -1.19534e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -11958364.000000 Penalty: 5846.674805
	Iteration 8F: 3 clusters Score -1.195836e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -11966560.000000 Penalty: 5846.674805
	Iteration 9F: 3 clusters Score -1.196656e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -11977061.000000 Penalty: 5846.674805
	Iteration 10F: 3 clusters Score -1.197706e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121677 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -11986073.000000 Penalty: 5846.674805
	Iteration 11F: 3 clusters Score -1.198607e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -11991566.000000 Penalty: 5846.674805
	Iteration 12Q: 3 clusters Score -1.199157e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129847 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11993834.000000 Penalty: 5846.674805
	Iteration 13Q: 3 clusters Score -1.199383e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130732 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11994702.000000 Penalty: 5846.674805
	Iteration 14Q: 3 clusters Score -1.19947e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131017 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11994993.000000 Penalty: 5846.674805
	Iteration 15Q: 3 clusters Score -1.199499e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131124 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11995111.000000 Penalty: 5846.674805
	Iteration 16Q: 3 clusters Score -1.199511e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11995177.000000 Penalty: 5846.674805
	Iteration 17Q: 3 clusters Score -1.199518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11995239.000000 Penalty: 5846.674805
	Iteration 18Q: 3 clusters Score -1.199524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11995279.000000 Penalty: 5846.674805
	Iteration 19Q: 3 clusters Score -1.199528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11995321.000000 Penalty: 5846.674805
	Iteration 20F: 3 clusters Score -1.199532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11995342.000000 Penalty: 5846.674805
	Iteration 21Q: 3 clusters Score -1.199534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11995354.000000 Penalty: 5846.674805
	Iteration 22Q: 3 clusters Score -1.199535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11995358.000000 Penalty: 5846.674805
	Iteration 23Q: 3 clusters Score -1.199536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11995378.000000 Penalty: 5846.674805
	Iteration 24Q: 3 clusters Score -1.199538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131242 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11995379.000000 Penalty: 5846.674805
	Iteration 25Q: 3 clusters Score -1.199538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11995392.000000 Penalty: 5846.674805
	Iteration 26Q: 3 clusters Score -1.199539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11995413.000000 Penalty: 5846.674805
	Iteration 27Q: 3 clusters Score -1.199541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11995442.000000 Penalty: 5846.674805
	Iteration 28Q: 3 clusters Score -1.199544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11995450.000000 Penalty: 5846.674805
	Iteration 29Q: 3 clusters Score -1.199545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11995463.000000 Penalty: 5846.674805
	Iteration 30Q: 3 clusters Score -1.199546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131256 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11995458.000000 Penalty: 5846.674805
	Iteration 31Q: 3 clusters Score -1.199546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11995480.000000 Penalty: 5846.674805
	Iteration 32Q: 3 clusters Score -1.199548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131256 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11995481.000000 Penalty: 5846.674805
	Iteration 33Q: 3 clusters Score -1.199548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11995481.000000 Penalty: 5846.674805
	Iteration 34Q: 3 clusters Score -1.199548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11995472.000000 Penalty: 5846.674805
	Iteration 35Q: 3 clusters Score -1.199547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11995475.000000 Penalty: 5846.674805
	Iteration 36Q: 3 clusters Score -1.199548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11995476.000000 Penalty: 5846.674805
	Iteration 37Q: 3 clusters Score -1.199548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11995476.000000 Penalty: 5846.674805
	Iteration 38F: 3 clusters Score -1.199548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (121305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Entering Unmasked Estep 
Score: -10865279.000000 Penalty: 2903.103760
	Iteration 0F: 2 clusters Score -1.086528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -10783947.000000 Penalty: 5806.207520
	Iteration 0F: 3 clusters Score -1.078395e+07 nChanged 57729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -10816956.000000 Penalty: 5806.207520
	Iteration 1F: 3 clusters Score -1.081696e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -10817764.000000 Penalty: 5806.207520
	Iteration 2Q: 3 clusters Score -1.081776e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -10818530.000000 Penalty: 5806.207520
	Iteration 3Q: 3 clusters Score -1.081853e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -10819563.000000 Penalty: 5806.207520
	Iteration 4Q: 3 clusters Score -1.081956e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -10821125.000000 Penalty: 5806.207520
	Iteration 5Q: 3 clusters Score -1.082112e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -10823730.000000 Penalty: 5806.207520
	Iteration 6Q: 3 clusters Score -1.082373e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -10828423.000000 Penalty: 5806.207520
	Iteration 7F: 3 clusters Score -1.082842e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -10836097.000000 Penalty: 5806.207520
	Iteration 8F: 3 clusters Score -1.08361e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -10845432.000000 Penalty: 5806.207520
	Iteration 9F: 3 clusters Score -1.084543e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -10853648.000000 Penalty: 5806.207520
	Iteration 10F: 3 clusters Score -1.085365e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -10858568.000000 Penalty: 5806.207520
	Iteration 11Q: 3 clusters Score -1.085857e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -10860984.000000 Penalty: 5806.207520
	Iteration 12Q: 3 clusters Score -1.086098e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -10861948.000000 Penalty: 5806.207520
	Iteration 13Q: 3 clusters Score -1.086195e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 120220 members 
Entering Unmasked Estep 
Score: -10862370.000000 Penalty: 5806.207520
	Iteration 14Q: 3 clusters Score -1.086237e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -10862617.000000 Penalty: 5806.207520
	Iteration 15Q: 3 clusters Score -1.086262e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -10862708.000000 Penalty: 5806.207520
	Iteration 16Q: 3 clusters Score -1.086271e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -10862801.000000 Penalty: 5806.207520
	Iteration 17Q: 3 clusters Score -1.08628e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -10862849.000000 Penalty: 5806.207520
	Iteration 18Q: 3 clusters Score -1.086285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -10862864.000000 Penalty: 5806.207520
	Iteration 19Q: 3 clusters Score -1.086286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -10862881.000000 Penalty: 5806.207520
	Iteration 20F: 3 clusters Score -1.086288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -10862913.000000 Penalty: 5806.207520
	Iteration 21Q: 3 clusters Score -1.086291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -10862914.000000 Penalty: 5806.207520
	Iteration 22Q: 3 clusters Score -1.086291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -10862937.000000 Penalty: 5806.207520
	Iteration 23Q: 3 clusters Score -1.086294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 120710 members 
Entering Unmasked Estep 
Score: -10862937.000000 Penalty: 5806.207520
	Iteration 24Q: 3 clusters Score -1.086294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -10862946.000000 Penalty: 5806.207520
	Iteration 25Q: 3 clusters Score -1.086295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 120721 members 
Entering Unmasked Estep 
Score: -10862953.000000 Penalty: 5806.207520
	Iteration 26Q: 3 clusters Score -1.086295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 120725 members 
Entering Unmasked Estep 
Score: -10862953.000000 Penalty: 5806.207520
	Iteration 27Q: 3 clusters Score -1.086295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -10862948.000000 Penalty: 5806.207520
	Iteration 28Q: 3 clusters Score -1.086295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -10862949.000000 Penalty: 5806.207520
	Iteration 29Q: 3 clusters Score -1.086295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -10862957.000000 Penalty: 5806.207520
	Iteration 30Q: 3 clusters Score -1.086296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -10862953.000000 Penalty: 5806.207520
	Iteration 31Q: 3 clusters Score -1.086295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -10862955.000000 Penalty: 5806.207520
	Iteration 32Q: 3 clusters Score -1.086296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -10862961.000000 Penalty: 5806.207520
	Iteration 33Q: 3 clusters Score -1.086296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -10862961.000000 Penalty: 5806.207520
	Iteration 34F: 3 clusters Score -1.086296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -581406.437500 Penalty: 2196.098633
	Iteration 0F: 2 clusters Score -581406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -575577.875000 Penalty: 4392.197266
	Iteration 0F: 3 clusters Score -575577.9 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -577162.125000 Penalty: 4392.197266
	Iteration 1F: 3 clusters Score -577162.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -577490.562500 Penalty: 4392.197266
	Iteration 2F: 3 clusters Score -577490.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -577769.500000 Penalty: 4392.197266
	Iteration 3F: 3 clusters Score -577769.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -578032.437500 Penalty: 4392.197266
	Iteration 4Q: 3 clusters Score -578032.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -578259.500000 Penalty: 4392.197266
	Iteration 5Q: 3 clusters Score -578259.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -578405.062500 Penalty: 4392.197266
	Iteration 6Q: 3 clusters Score -578405.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -578528.937500 Penalty: 4392.197266
	Iteration 7Q: 3 clusters Score -578528.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -578662.625000 Penalty: 4392.197266
	Iteration 8Q: 3 clusters Score -578662.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -578794.125000 Penalty: 4392.197266
	Iteration 9Q: 3 clusters Score -578794.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -578949.125000 Penalty: 4392.197266
	Iteration 10Q: 3 clusters Score -578949.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -579167.875000 Penalty: 4392.197266
	Iteration 11Q: 3 clusters Score -579167.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -579475.062500 Penalty: 4392.197266
	Iteration 12F: 3 clusters Score -579475.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -579869.312500 Penalty: 4392.197266
	Iteration 13F: 3 clusters Score -579869.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -580275.312500 Penalty: 4392.197266
	Iteration 14F: 3 clusters Score -580275.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -580539.375000 Penalty: 4392.197266
	Iteration 15Q: 3 clusters Score -580539.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -580757.875000 Penalty: 4392.197266
	Iteration 16Q: 3 clusters Score -580757.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -580933.812500 Penalty: 4392.197266
	Iteration 17Q: 3 clusters Score -580933.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -581042.000000 Penalty: 4392.197266
	Iteration 18Q: 3 clusters Score -581042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -581116.437500 Penalty: 4392.197266
	Iteration 19Q: 3 clusters Score -581116.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -581156.375000 Penalty: 4392.197266
	Iteration 20F: 3 clusters Score -581156.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -581178.500000 Penalty: 4392.197266
	Iteration 21Q: 3 clusters Score -581178.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -581191.312500 Penalty: 4392.197266
	Iteration 22Q: 3 clusters Score -581191.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -581201.312500 Penalty: 4392.197266
	Iteration 23Q: 3 clusters Score -581201.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -581209.875000 Penalty: 4392.197266
	Iteration 24Q: 3 clusters Score -581209.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -581213.687500 Penalty: 4392.197266
	Iteration 25Q: 3 clusters Score -581213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -581219.250000 Penalty: 4392.197266
	Iteration 26Q: 3 clusters Score -581219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -581220.750000 Penalty: 4392.197266
	Iteration 27Q: 3 clusters Score -581220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -581223.000000 Penalty: 4392.197266
	Iteration 28Q: 3 clusters Score -581223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -581223.250000 Penalty: 4392.197266
	Iteration 29Q: 3 clusters Score -581223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -581223.000000 Penalty: 4392.197266
	Iteration 30Q: 3 clusters Score -581223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -581223.625000 Penalty: 4392.197266
	Iteration 31Q: 3 clusters Score -581223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -581224.000000 Penalty: 4392.197266
	Iteration 32Q: 3 clusters Score -581224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -581224.937500 Penalty: 4392.197266
	Iteration 33Q: 3 clusters Score -581224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -581224.937500 Penalty: 4392.197266
	Iteration 34F: 3 clusters Score -581224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (206564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206564 members 
Entering Unmasked Estep 
Score: -18403326.000000 Penalty: 3035.114502
	Iteration 0F: 2 clusters Score -1.840333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -18264424.000000 Penalty: 6070.229004
	Iteration 0F: 3 clusters Score -1.826442e+07 nChanged 99658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -18322462.000000 Penalty: 6070.229004
	Iteration 1F: 3 clusters Score -1.832246e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -18323372.000000 Penalty: 6070.229004
	Iteration 2Q: 3 clusters Score -1.832337e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -18324258.000000 Penalty: 6070.229004
	Iteration 3Q: 3 clusters Score -1.832426e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -18325390.000000 Penalty: 6070.229004
	Iteration 4Q: 3 clusters Score -1.832539e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -18326972.000000 Penalty: 6070.229004
	Iteration 5Q: 3 clusters Score -1.832697e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -18329680.000000 Penalty: 6070.229004
	Iteration 6Q: 3 clusters Score -1.832968e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 132058 members 
Entering Unmasked Estep 
Score: -18334768.000000 Penalty: 6070.229004
	Iteration 7F: 3 clusters Score -1.833477e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -18344336.000000 Penalty: 6070.229004
	Iteration 8F: 3 clusters Score -1.834434e+07 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 165112 members 
Entering Unmasked Estep 
Score: -18360212.000000 Penalty: 6070.229004
	Iteration 9F: 3 clusters Score -1.836021e+07 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 184200 members 
Entering Unmasked Estep 
Score: -18378622.000000 Penalty: 6070.229004
	Iteration 10F: 3 clusters Score -1.837862e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 197984 members 
Entering Unmasked Estep 
Score: -18392400.000000 Penalty: 6070.229004
	Iteration 11F: 3 clusters Score -1.83924e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 204084 members 
Entering Unmasked Estep 
Score: -18398360.000000 Penalty: 6070.229004
	Iteration 12Q: 3 clusters Score -1.839836e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 205788 members 
Entering Unmasked Estep 
Score: -18399944.000000 Penalty: 6070.229004
	Iteration 13Q: 3 clusters Score -1.839994e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -18400264.000000 Penalty: 6070.229004
	Iteration 14Q: 3 clusters Score -1.840026e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206275 members 
Entering Unmasked Estep 
Score: -18400418.000000 Penalty: 6070.229004
	Iteration 15Q: 3 clusters Score -1.840042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 206305 members 
Entering Unmasked Estep 
Score: -18400458.000000 Penalty: 6070.229004
	Iteration 16Q: 3 clusters Score -1.840046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206316 members 
Entering Unmasked Estep 
Score: -18400494.000000 Penalty: 6070.229004
	Iteration 17Q: 3 clusters Score -1.840049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206326 members 
Entering Unmasked Estep 
Score: -18400498.000000 Penalty: 6070.229004
	Iteration 18Q: 3 clusters Score -1.84005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 206335 members 
Entering Unmasked Estep 
Score: -18400500.000000 Penalty: 6070.229004
	Iteration 19Q: 3 clusters Score -1.84005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 206341 members 
Entering Unmasked Estep 
Score: -18400512.000000 Penalty: 6070.229004
	Iteration 20F: 3 clusters Score -1.840051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 206344 members 
Entering Unmasked Estep 
Score: -18400530.000000 Penalty: 6070.229004
	Iteration 21Q: 3 clusters Score -1.840053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206345 members 
Entering Unmasked Estep 
Score: -18400524.000000 Penalty: 6070.229004
	Iteration 22Q: 3 clusters Score -1.840052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206345 members 
Entering Unmasked Estep 
Score: -18400524.000000 Penalty: 6070.229004
	Iteration 23F: 3 clusters Score -1.840052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Entering Unmasked Estep 
Score: -2103031.500000 Penalty: 2502.846191
	Iteration 0F: 2 clusters Score -2103032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2086494.500000 Penalty: 5005.692383
	Iteration 0F: 3 clusters Score -2086494 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2092371.750000 Penalty: 5005.692383
	Iteration 1F: 3 clusters Score -2092372 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2092985.125000 Penalty: 5005.692383
	Iteration 2F: 3 clusters Score -2092985 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2093568.875000 Penalty: 5005.692383
	Iteration 3F: 3 clusters Score -2093569 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2094175.250000 Penalty: 5005.692383
	Iteration 4F: 3 clusters Score -2094175 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2094761.875000 Penalty: 5005.692383
	Iteration 5F: 3 clusters Score -2094762 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2095376.125000 Penalty: 5005.692383
	Iteration 6F: 3 clusters Score -2095376 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2096098.625000 Penalty: 5005.692383
	Iteration 7F: 3 clusters Score -2096099 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2096881.750000 Penalty: 5005.692383
	Iteration 8F: 3 clusters Score -2096882 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2097646.250000 Penalty: 5005.692383
	Iteration 9F: 3 clusters Score -2097646 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2098348.500000 Penalty: 5005.692383
	Iteration 10Q: 3 clusters Score -2098348 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2098979.500000 Penalty: 5005.692383
	Iteration 11Q: 3 clusters Score -2098980 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2099434.500000 Penalty: 5005.692383
	Iteration 12Q: 3 clusters Score -2099434 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2099776.000000 Penalty: 5005.692383
	Iteration 13Q: 3 clusters Score -2099776 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2100085.500000 Penalty: 5005.692383
	Iteration 14Q: 3 clusters Score -2100086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2100319.250000 Penalty: 5005.692383
	Iteration 15Q: 3 clusters Score -2100319 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2100518.750000 Penalty: 5005.692383
	Iteration 16Q: 3 clusters Score -2100519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2100655.250000 Penalty: 5005.692383
	Iteration 17Q: 3 clusters Score -2100655 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2100730.750000 Penalty: 5005.692383
	Iteration 18Q: 3 clusters Score -2100731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2100793.750000 Penalty: 5005.692383
	Iteration 19Q: 3 clusters Score -2100794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2100828.250000 Penalty: 5005.692383
	Iteration 20F: 3 clusters Score -2100828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2100857.500000 Penalty: 5005.692383
	Iteration 21Q: 3 clusters Score -2100858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2100881.500000 Penalty: 5005.692383
	Iteration 22Q: 3 clusters Score -2100882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2100892.500000 Penalty: 5005.692383
	Iteration 23Q: 3 clusters Score -2100892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2100903.250000 Penalty: 5005.692383
	Iteration 24Q: 3 clusters Score -2100903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2100921.000000 Penalty: 5005.692383
	Iteration 25Q: 3 clusters Score -2100921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2100940.500000 Penalty: 5005.692383
	Iteration 26Q: 3 clusters Score -2100940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2100943.000000 Penalty: 5005.692383
	Iteration 27Q: 3 clusters Score -2100943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2100955.750000 Penalty: 5005.692383
	Iteration 28Q: 3 clusters Score -2100956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2100969.250000 Penalty: 5005.692383
	Iteration 29Q: 3 clusters Score -2100969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2100978.500000 Penalty: 5005.692383
	Iteration 30Q: 3 clusters Score -2100978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2100993.000000 Penalty: 5005.692383
	Iteration 31Q: 3 clusters Score -2100993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2100997.250000 Penalty: 5005.692383
	Iteration 32Q: 3 clusters Score -2100997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2100997.500000 Penalty: 5005.692383
	Iteration 33Q: 3 clusters Score -2100998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2101000.500000 Penalty: 5005.692383
	Iteration 34Q: 3 clusters Score -2101000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2100999.250000 Penalty: 5005.692383
	Iteration 35Q: 3 clusters Score -2100999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2101006.750000 Penalty: 5005.692383
	Iteration 36Q: 3 clusters Score -2101007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2101007.750000 Penalty: 5005.692383
	Iteration 37Q: 3 clusters Score -2101008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2101006.750000 Penalty: 5005.692383
	Iteration 38Q: 3 clusters Score -2101007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2101007.500000 Penalty: 5005.692383
	Iteration 39Q: 3 clusters Score -2101008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2101008.000000 Penalty: 5005.692383
	Iteration 40F: 3 clusters Score -2101008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2101006.750000 Penalty: 5005.692383
	Iteration 41Q: 3 clusters Score -2101007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2101011.000000 Penalty: 5005.692383
	Iteration 42Q: 3 clusters Score -2101011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2101014.750000 Penalty: 5005.692383
	Iteration 43Q: 3 clusters Score -2101015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2101013.750000 Penalty: 5005.692383
	Iteration 44Q: 3 clusters Score -2101014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2101012.500000 Penalty: 5005.692383
	Iteration 45Q: 3 clusters Score -2101012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2101018.000000 Penalty: 5005.692383
	Iteration 46Q: 3 clusters Score -2101018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2101018.000000 Penalty: 5005.692383
	Iteration 47F: 3 clusters Score -2101018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -315557.187500 Penalty: 2043.615479
	Iteration 0F: 2 clusters Score -315557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -311757.281250 Penalty: 4087.230957
	Iteration 0F: 3 clusters Score -311757.3 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -312641.312500 Penalty: 4087.230957
	Iteration 1F: 3 clusters Score -312641.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -312834.187500 Penalty: 4087.230957
	Iteration 2F: 3 clusters Score -312834.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -312956.093750 Penalty: 4087.230957
	Iteration 3F: 3 clusters Score -312956.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -313036.750000 Penalty: 4087.230957
	Iteration 4Q: 3 clusters Score -313036.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -313106.312500 Penalty: 4087.230957
	Iteration 5Q: 3 clusters Score -313106.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -313191.250000 Penalty: 4087.230957
	Iteration 6Q: 3 clusters Score -313191.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -313272.437500 Penalty: 4087.230957
	Iteration 7Q: 3 clusters Score -313272.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -313353.562500 Penalty: 4087.230957
	Iteration 8Q: 3 clusters Score -313353.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -313449.687500 Penalty: 4087.230957
	Iteration 9Q: 3 clusters Score -313449.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -313559.312500 Penalty: 4087.230957
	Iteration 10Q: 3 clusters Score -313559.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -313692.125000 Penalty: 4087.230957
	Iteration 11Q: 3 clusters Score -313692.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -313905.375000 Penalty: 4087.230957
	Iteration 12Q: 3 clusters Score -313905.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -314180.562500 Penalty: 4087.230957
	Iteration 13Q: 3 clusters Score -314180.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -314360.625000 Penalty: 4087.230957
	Iteration 14Q: 3 clusters Score -314360.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -314499.406250 Penalty: 4087.230957
	Iteration 15Q: 3 clusters Score -314499.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -314600.250000 Penalty: 4087.230957
	Iteration 16Q: 3 clusters Score -314600.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -314696.343750 Penalty: 4087.230957
	Iteration 17Q: 3 clusters Score -314696.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -314790.031250 Penalty: 4087.230957
	Iteration 18Q: 3 clusters Score -314790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -314847.843750 Penalty: 4087.230957
	Iteration 19Q: 3 clusters Score -314847.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -314891.531250 Penalty: 4087.230957
	Iteration 20F: 3 clusters Score -314891.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -314927.531250 Penalty: 4087.230957
	Iteration 21Q: 3 clusters Score -314927.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -314941.281250 Penalty: 4087.230957
	Iteration 22Q: 3 clusters Score -314941.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -314947.406250 Penalty: 4087.230957
	Iteration 23Q: 3 clusters Score -314947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -314951.062500 Penalty: 4087.230957
	Iteration 24Q: 3 clusters Score -314951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -314956.750000 Penalty: 4087.230957
	Iteration 25Q: 3 clusters Score -314956.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -314961.406250 Penalty: 4087.230957
	Iteration 26Q: 3 clusters Score -314961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -314965.093750 Penalty: 4087.230957
	Iteration 27Q: 3 clusters Score -314965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -314969.468750 Penalty: 4087.230957
	Iteration 28Q: 3 clusters Score -314969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -314971.625000 Penalty: 4087.230957
	Iteration 29Q: 3 clusters Score -314971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -314971.906250 Penalty: 4087.230957
	Iteration 30Q: 3 clusters Score -314971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -314971.906250 Penalty: 4087.230957
	Iteration 31F: 3 clusters Score -314971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Entering Unmasked Estep 
Score: -5867198.000000 Penalty: 2748.744873
	Iteration 0F: 2 clusters Score -5867198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5823511.500000 Penalty: 5497.489746
	Iteration 0F: 3 clusters Score -5823512 nChanged 30410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5841262.000000 Penalty: 5497.489746
	Iteration 1F: 3 clusters Score -5841262 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5842450.000000 Penalty: 5497.489746
	Iteration 2Q: 3 clusters Score -5842450 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5843978.000000 Penalty: 5497.489746
	Iteration 3F: 3 clusters Score -5843978 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5846275.000000 Penalty: 5497.489746
	Iteration 4F: 3 clusters Score -5846275 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5849409.000000 Penalty: 5497.489746
	Iteration 5F: 3 clusters Score -5849409 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5853366.000000 Penalty: 5497.489746
	Iteration 6F: 3 clusters Score -5853366 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5857567.000000 Penalty: 5497.489746
	Iteration 7F: 3 clusters Score -5857567 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5861339.000000 Penalty: 5497.489746
	Iteration 8F: 3 clusters Score -5861339 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5863740.000000 Penalty: 5497.489746
	Iteration 9Q: 3 clusters Score -5863740 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -5864797.000000 Penalty: 5497.489746
	Iteration 10Q: 3 clusters Score -5864797 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5865247.000000 Penalty: 5497.489746
	Iteration 11Q: 3 clusters Score -5865247 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5865459.500000 Penalty: 5497.489746
	Iteration 12Q: 3 clusters Score -5865460 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5865585.500000 Penalty: 5497.489746
	Iteration 13Q: 3 clusters Score -5865586 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5865622.000000 Penalty: 5497.489746
	Iteration 14Q: 3 clusters Score -5865622 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5865647.500000 Penalty: 5497.489746
	Iteration 15Q: 3 clusters Score -5865648 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5865677.000000 Penalty: 5497.489746
	Iteration 16Q: 3 clusters Score -5865677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5865685.000000 Penalty: 5497.489746
	Iteration 17Q: 3 clusters Score -5865685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5865710.000000 Penalty: 5497.489746
	Iteration 18Q: 3 clusters Score -5865710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -5865708.500000 Penalty: 5497.489746
	Iteration 19Q: 3 clusters Score -5865708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5865728.000000 Penalty: 5497.489746
	Iteration 20F: 3 clusters Score -5865728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -5865736.000000 Penalty: 5497.489746
	Iteration 21Q: 3 clusters Score -5865736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -5865742.500000 Penalty: 5497.489746
	Iteration 22Q: 3 clusters Score -5865742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -5865736.500000 Penalty: 5497.489746
	Iteration 23Q: 3 clusters Score -5865736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -5865737.000000 Penalty: 5497.489746
	Iteration 24Q: 3 clusters Score -5865737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5865742.500000 Penalty: 5497.489746
	Iteration 25Q: 3 clusters Score -5865742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5865735.500000 Penalty: 5497.489746
	Iteration 26Q: 3 clusters Score -5865736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -5865738.500000 Penalty: 5497.489746
	Iteration 27Q: 3 clusters Score -5865738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5865750.000000 Penalty: 5497.489746
	Iteration 28Q: 3 clusters Score -5865750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -5865748.500000 Penalty: 5497.489746
	Iteration 29Q: 3 clusters Score -5865748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5865749.000000 Penalty: 5497.489746
	Iteration 30Q: 3 clusters Score -5865749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -5865738.000000 Penalty: 5497.489746
	Iteration 31Q: 3 clusters Score -5865738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -5865739.500000 Penalty: 5497.489746
	Iteration 32Q: 3 clusters Score -5865740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -5865747.000000 Penalty: 5497.489746
	Iteration 33Q: 3 clusters Score -5865747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5865752.000000 Penalty: 5497.489746
	Iteration 34Q: 3 clusters Score -5865752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -5865753.500000 Penalty: 5497.489746
	Iteration 35Q: 3 clusters Score -5865754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5865760.000000 Penalty: 5497.489746
	Iteration 36Q: 3 clusters Score -5865760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5865750.000000 Penalty: 5497.489746
	Iteration 37Q: 3 clusters Score -5865750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -5865745.000000 Penalty: 5497.489746
	Iteration 38Q: 3 clusters Score -5865745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -5865743.000000 Penalty: 5497.489746
	Iteration 39Q: 3 clusters Score -5865743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -5865748.500000 Penalty: 5497.489746
	Iteration 40F: 3 clusters Score -5865748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5865755.500000 Penalty: 5497.489746
	Iteration 41Q: 3 clusters Score -5865756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -5865763.000000 Penalty: 5497.489746
	Iteration 42Q: 3 clusters Score -5865763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -5865760.000000 Penalty: 5497.489746
	Iteration 43Q: 3 clusters Score -5865760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -5865761.500000 Penalty: 5497.489746
	Iteration 44Q: 3 clusters Score -5865762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -5865768.000000 Penalty: 5497.489746
	Iteration 45Q: 3 clusters Score -5865768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5865768.000000 Penalty: 5497.489746
	Iteration 46Q: 3 clusters Score -5865768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -5865773.000000 Penalty: 5497.489746
	Iteration 47Q: 3 clusters Score -5865773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5865762.500000 Penalty: 5497.489746
	Iteration 48Q: 3 clusters Score -5865762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5865759.500000 Penalty: 5497.489746
	Iteration 49Q: 3 clusters Score -5865760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5865768.000000 Penalty: 5497.489746
	Iteration 50Q: 3 clusters Score -5865768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -5865764.000000 Penalty: 5497.489746
	Iteration 51Q: 3 clusters Score -5865764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -5865760.000000 Penalty: 5497.489746
	Iteration 52Q: 3 clusters Score -5865760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -5865756.500000 Penalty: 5497.489746
	Iteration 53Q: 3 clusters Score -5865756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -5865757.000000 Penalty: 5497.489746
	Iteration 54Q: 3 clusters Score -5865757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5865759.500000 Penalty: 5497.489746
	Iteration 55Q: 3 clusters Score -5865760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -5865759.500000 Penalty: 5497.489746
	Iteration 56Q: 3 clusters Score -5865760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -5865762.500000 Penalty: 5497.489746
	Iteration 57Q: 3 clusters Score -5865762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -5865756.500000 Penalty: 5497.489746
	Iteration 58Q: 3 clusters Score -5865756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -5865759.500000 Penalty: 5497.489746
	Iteration 59Q: 3 clusters Score -5865760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5865758.500000 Penalty: 5497.489746
	Iteration 60F: 3 clusters Score -5865758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5865760.000000 Penalty: 5497.489746
	Iteration 61Q: 3 clusters Score -5865760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -5865758.500000 Penalty: 5497.489746
	Iteration 62Q: 3 clusters Score -5865758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -5865758.500000 Penalty: 5497.489746
	Iteration 63F: 3 clusters Score -5865758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Entering Unmasked Estep 
Score: -1852409.875000 Penalty: 2466.791016
	Iteration 0F: 2 clusters Score -1852410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1837826.375000 Penalty: 4933.582031
	Iteration 0F: 3 clusters Score -1837826 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1842716.125000 Penalty: 4933.582031
	Iteration 1F: 3 clusters Score -1842716 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1843066.750000 Penalty: 4933.582031
	Iteration 2Q: 3 clusters Score -1843067 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1843376.000000 Penalty: 4933.582031
	Iteration 3Q: 3 clusters Score -1843376 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1843717.875000 Penalty: 4933.582031
	Iteration 4Q: 3 clusters Score -1843718 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1844092.125000 Penalty: 4933.582031
	Iteration 5Q: 3 clusters Score -1844092 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1844461.750000 Penalty: 4933.582031
	Iteration 6Q: 3 clusters Score -1844462 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1844845.125000 Penalty: 4933.582031
	Iteration 7Q: 3 clusters Score -1844845 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1845396.125000 Penalty: 4933.582031
	Iteration 8Q: 3 clusters Score -1845396 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1846150.000000 Penalty: 4933.582031
	Iteration 9F: 3 clusters Score -1846150 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1847039.500000 Penalty: 4933.582031
	Iteration 10F: 3 clusters Score -1847040 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1847806.500000 Penalty: 4933.582031
	Iteration 11Q: 3 clusters Score -1847806 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1848275.000000 Penalty: 4933.582031
	Iteration 12Q: 3 clusters Score -1848275 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1848498.500000 Penalty: 4933.582031
	Iteration 13Q: 3 clusters Score -1848498 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1848631.375000 Penalty: 4933.582031
	Iteration 14Q: 3 clusters Score -1848631 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1848751.625000 Penalty: 4933.582031
	Iteration 15Q: 3 clusters Score -1848752 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1848874.375000 Penalty: 4933.582031
	Iteration 16Q: 3 clusters Score -1848874 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1849010.375000 Penalty: 4933.582031
	Iteration 17Q: 3 clusters Score -1849010 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1849114.625000 Penalty: 4933.582031
	Iteration 18Q: 3 clusters Score -1849115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1849208.375000 Penalty: 4933.582031
	Iteration 19Q: 3 clusters Score -1849208 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1849286.875000 Penalty: 4933.582031
	Iteration 20F: 3 clusters Score -1849287 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1849358.375000 Penalty: 4933.582031
	Iteration 21Q: 3 clusters Score -1849358 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1849431.500000 Penalty: 4933.582031
	Iteration 22Q: 3 clusters Score -1849432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1849505.000000 Penalty: 4933.582031
	Iteration 23Q: 3 clusters Score -1849505 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1849570.500000 Penalty: 4933.582031
	Iteration 24Q: 3 clusters Score -1849570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1849636.750000 Penalty: 4933.582031
	Iteration 25Q: 3 clusters Score -1849637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1849695.750000 Penalty: 4933.582031
	Iteration 26Q: 3 clusters Score -1849696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1849750.375000 Penalty: 4933.582031
	Iteration 27Q: 3 clusters Score -1849750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1849795.875000 Penalty: 4933.582031
	Iteration 28Q: 3 clusters Score -1849796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1849830.750000 Penalty: 4933.582031
	Iteration 29Q: 3 clusters Score -1849831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1849867.875000 Penalty: 4933.582031
	Iteration 30Q: 3 clusters Score -1849868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1849901.750000 Penalty: 4933.582031
	Iteration 31Q: 3 clusters Score -1849902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1849924.875000 Penalty: 4933.582031
	Iteration 32Q: 3 clusters Score -1849925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1849949.625000 Penalty: 4933.582031
	Iteration 33Q: 3 clusters Score -1849950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1849982.750000 Penalty: 4933.582031
	Iteration 34Q: 3 clusters Score -1849983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1850001.750000 Penalty: 4933.582031
	Iteration 35Q: 3 clusters Score -1850002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1850019.625000 Penalty: 4933.582031
	Iteration 36Q: 3 clusters Score -1850020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1850046.625000 Penalty: 4933.582031
	Iteration 37Q: 3 clusters Score -1850047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1850072.625000 Penalty: 4933.582031
	Iteration 38Q: 3 clusters Score -1850073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1850099.125000 Penalty: 4933.582031
	Iteration 39Q: 3 clusters Score -1850099 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1850124.125000 Penalty: 4933.582031
	Iteration 40F: 3 clusters Score -1850124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -1850152.375000 Penalty: 4933.582031
	Iteration 41Q: 3 clusters Score -1850152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1850173.750000 Penalty: 4933.582031
	Iteration 42Q: 3 clusters Score -1850174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1850188.875000 Penalty: 4933.582031
	Iteration 43Q: 3 clusters Score -1850189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1850205.125000 Penalty: 4933.582031
	Iteration 44Q: 3 clusters Score -1850205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1850227.375000 Penalty: 4933.582031
	Iteration 45Q: 3 clusters Score -1850227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -1850237.250000 Penalty: 4933.582031
	Iteration 46Q: 3 clusters Score -1850237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1850248.250000 Penalty: 4933.582031
	Iteration 47Q: 3 clusters Score -1850248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1850252.750000 Penalty: 4933.582031
	Iteration 48Q: 3 clusters Score -1850253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1850264.500000 Penalty: 4933.582031
	Iteration 49Q: 3 clusters Score -1850264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1850279.625000 Penalty: 4933.582031
	Iteration 50Q: 3 clusters Score -1850280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1850291.875000 Penalty: 4933.582031
	Iteration 51Q: 3 clusters Score -1850292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1850298.625000 Penalty: 4933.582031
	Iteration 52Q: 3 clusters Score -1850299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1850298.875000 Penalty: 4933.582031
	Iteration 53Q: 3 clusters Score -1850299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1850306.875000 Penalty: 4933.582031
	Iteration 54Q: 3 clusters Score -1850307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1850314.375000 Penalty: 4933.582031
	Iteration 55Q: 3 clusters Score -1850314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1850312.000000 Penalty: 4933.582031
	Iteration 56Q: 3 clusters Score -1850312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1850325.500000 Penalty: 4933.582031
	Iteration 57Q: 3 clusters Score -1850326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1850323.375000 Penalty: 4933.582031
	Iteration 58Q: 3 clusters Score -1850323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1850324.750000 Penalty: 4933.582031
	Iteration 59Q: 3 clusters Score -1850325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1850329.125000 Penalty: 4933.582031
	Iteration 60F: 3 clusters Score -1850329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1850330.500000 Penalty: 4933.582031
	Iteration 61Q: 3 clusters Score -1850330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1850337.125000 Penalty: 4933.582031
	Iteration 62Q: 3 clusters Score -1850337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1850337.875000 Penalty: 4933.582031
	Iteration 63Q: 3 clusters Score -1850338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -1850348.250000 Penalty: 4933.582031
	Iteration 64Q: 3 clusters Score -1850348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1850348.250000 Penalty: 4933.582031
	Iteration 65Q: 3 clusters Score -1850348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1850352.750000 Penalty: 4933.582031
	Iteration 66Q: 3 clusters Score -1850353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1850354.750000 Penalty: 4933.582031
	Iteration 67Q: 3 clusters Score -1850355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1850359.500000 Penalty: 4933.582031
	Iteration 68Q: 3 clusters Score -1850360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1850363.125000 Penalty: 4933.582031
	Iteration 69Q: 3 clusters Score -1850363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1850368.125000 Penalty: 4933.582031
	Iteration 70Q: 3 clusters Score -1850368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1850368.750000 Penalty: 4933.582031
	Iteration 71Q: 3 clusters Score -1850369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1850368.750000 Penalty: 4933.582031
	Iteration 72Q: 3 clusters Score -1850369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -1850373.250000 Penalty: 4933.582031
	Iteration 73Q: 3 clusters Score -1850373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1850378.125000 Penalty: 4933.582031
	Iteration 74Q: 3 clusters Score -1850378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1850383.250000 Penalty: 4933.582031
	Iteration 75Q: 3 clusters Score -1850383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1850388.750000 Penalty: 4933.582031
	Iteration 76Q: 3 clusters Score -1850389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1850388.375000 Penalty: 4933.582031
	Iteration 77Q: 3 clusters Score -1850388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1850391.250000 Penalty: 4933.582031
	Iteration 78Q: 3 clusters Score -1850391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1850391.750000 Penalty: 4933.582031
	Iteration 79Q: 3 clusters Score -1850392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -1850394.875000 Penalty: 4933.582031
	Iteration 80F: 3 clusters Score -1850395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1850392.125000 Penalty: 4933.582031
	Iteration 81Q: 3 clusters Score -1850392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1850394.500000 Penalty: 4933.582031
	Iteration 82Q: 3 clusters Score -1850394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1850396.375000 Penalty: 4933.582031
	Iteration 83Q: 3 clusters Score -1850396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1850396.500000 Penalty: 4933.582031
	Iteration 84Q: 3 clusters Score -1850396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1850396.375000 Penalty: 4933.582031
	Iteration 85Q: 3 clusters Score -1850396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1850396.375000 Penalty: 4933.582031
	Iteration 86F: 3 clusters Score -1850396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Entering Unmasked Estep 
Score: -2171194.500000 Penalty: 2501.786377
	Iteration 0F: 2 clusters Score -2171194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2154430.750000 Penalty: 5003.572754
	Iteration 0F: 3 clusters Score -2154431 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2160194.500000 Penalty: 5003.572754
	Iteration 1F: 3 clusters Score -2160194 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2160719.500000 Penalty: 5003.572754
	Iteration 2F: 3 clusters Score -2160720 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2161273.000000 Penalty: 5003.572754
	Iteration 3F: 3 clusters Score -2161273 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2161972.000000 Penalty: 5003.572754
	Iteration 4F: 3 clusters Score -2161972 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2162966.250000 Penalty: 5003.572754
	Iteration 5F: 3 clusters Score -2162966 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2164315.750000 Penalty: 5003.572754
	Iteration 6F: 3 clusters Score -2164316 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2165788.000000 Penalty: 5003.572754
	Iteration 7F: 3 clusters Score -2165788 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2167141.500000 Penalty: 5003.572754
	Iteration 8F: 3 clusters Score -2167142 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2168088.750000 Penalty: 5003.572754
	Iteration 9Q: 3 clusters Score -2168089 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2168548.250000 Penalty: 5003.572754
	Iteration 10Q: 3 clusters Score -2168548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2168769.750000 Penalty: 5003.572754
	Iteration 11Q: 3 clusters Score -2168770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2168900.500000 Penalty: 5003.572754
	Iteration 12Q: 3 clusters Score -2168900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2168944.250000 Penalty: 5003.572754
	Iteration 13Q: 3 clusters Score -2168944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2168967.500000 Penalty: 5003.572754
	Iteration 14Q: 3 clusters Score -2168968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2168983.500000 Penalty: 5003.572754
	Iteration 15Q: 3 clusters Score -2168984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2168995.250000 Penalty: 5003.572754
	Iteration 16Q: 3 clusters Score -2168995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2169001.500000 Penalty: 5003.572754
	Iteration 17Q: 3 clusters Score -2169002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2169003.000000 Penalty: 5003.572754
	Iteration 18Q: 3 clusters Score -2169003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2169002.750000 Penalty: 5003.572754
	Iteration 19Q: 3 clusters Score -2169003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2169002.500000 Penalty: 5003.572754
	Iteration 20F: 3 clusters Score -2169002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -285155.968750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -285156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -281618.562500 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -281618.6 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -282428.843750 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -282428.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -282739.843750 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -282739.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -283071.843750 Penalty: 4050.443115
	Iteration 3F: 3 clusters Score -283071.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -283341.375000 Penalty: 4050.443115
	Iteration 4F: 3 clusters Score -283341.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -283604.281250 Penalty: 4050.443115
	Iteration 5F: 3 clusters Score -283604.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -283830.531250 Penalty: 4050.443115
	Iteration 6F: 3 clusters Score -283830.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -284072.875000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -284072.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -284347.593750 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -284347.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -284627.968750 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -284628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -284868.375000 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -284868.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -285033.375000 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -285033.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -285124.875000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -285124.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -285154.968750 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -285155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -285170.937500 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -285170.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -285181.531250 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -285181.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -285194.250000 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -285194.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -285208.125000 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -285208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -285223.718750 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -285223.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -285233.281250 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -285233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -285246.031250 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -285246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -285255.562500 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -285255.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -285266.625000 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -285266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -285290.468750 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -285290.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -285319.750000 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -285319.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -285365.343750 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -285365.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -285461.500000 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -285461.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -285690.750000 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -285690.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -286196.250000 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -286196.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -286433.687500 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -286433.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -286472.093750 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -286472.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -286488.062500 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -286488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -286499.968750 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -286500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -286506.625000 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -286506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -286509.656250 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -286509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -286511.468750 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -286511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -286512.562500 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -286512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -286515.218750 Penalty: 4050.443115
	Iteration 37F: 3 clusters Score -286515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -286517.968750 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -286518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -286520.062500 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -286520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -286520.187500 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -286520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -286520.750000 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -286520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -286520.750000 Penalty: 4050.443115
	Iteration 42F: 3 clusters Score -286520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 35809 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 41297 members 
Mstep: Class 7 contains 26085 members 
Mstep: Class 8 contains 131617 members 
Mstep: Class 9 contains 121305 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 206564 members 
Mstep: Class 12 contains 24152 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65098 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 67371 members 
Mstep: Class 19 contains 153892 members 
Mstep: Class 20 contains 25465 members 
Mstep: Class 21 contains 23408 members 
Mstep: Class 22 contains 22476 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 387911 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208651 members 
Mstep: Class 28 contains 7641 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 19661 members 
Entering Unmasked Estep 
Score: -146509152.000000 Penalty: 110317.765625
Splitting cluster 17 changes total score from -146509040.000000 to -146509152.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 18 (67371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Entering Unmasked Estep 
Score: -6053550.000000 Penalty: 2757.256348
	Iteration 0F: 2 clusters Score -6053550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -6008278.000000 Penalty: 5514.512695
	Iteration 0F: 3 clusters Score -6008278 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6026169.500000 Penalty: 5514.512695
	Iteration 1F: 3 clusters Score -6026170 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6027320.500000 Penalty: 5514.512695
	Iteration 2Q: 3 clusters Score -6027320 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6028932.500000 Penalty: 5514.512695
	Iteration 3Q: 3 clusters Score -6028932 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -6031025.500000 Penalty: 5514.512695
	Iteration 4F: 3 clusters Score -6031026 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -6033263.000000 Penalty: 5514.512695
	Iteration 5F: 3 clusters Score -6033263 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -6035604.000000 Penalty: 5514.512695
	Iteration 6F: 3 clusters Score -6035604 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -6038007.500000 Penalty: 5514.512695
	Iteration 7F: 3 clusters Score -6038008 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -6040557.500000 Penalty: 5514.512695
	Iteration 8F: 3 clusters Score -6040558 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -6042864.500000 Penalty: 5514.512695
	Iteration 9F: 3 clusters Score -6042864 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6044716.500000 Penalty: 5514.512695
	Iteration 10Q: 3 clusters Score -6044716 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6046195.000000 Penalty: 5514.512695
	Iteration 11Q: 3 clusters Score -6046195 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6047216.500000 Penalty: 5514.512695
	Iteration 12Q: 3 clusters Score -6047216 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -6047941.000000 Penalty: 5514.512695
	Iteration 13Q: 3 clusters Score -6047941 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -6048513.500000 Penalty: 5514.512695
	Iteration 14Q: 3 clusters Score -6048514 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -6048994.000000 Penalty: 5514.512695
	Iteration 15Q: 3 clusters Score -6048994 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -6049410.000000 Penalty: 5514.512695
	Iteration 16Q: 3 clusters Score -6049410 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -6049802.000000 Penalty: 5514.512695
	Iteration 17Q: 3 clusters Score -6049802 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -6050114.500000 Penalty: 5514.512695
	Iteration 18Q: 3 clusters Score -6050114 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -6050402.500000 Penalty: 5514.512695
	Iteration 19Q: 3 clusters Score -6050402 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -6050630.500000 Penalty: 5514.512695
	Iteration 20F: 3 clusters Score -6050630 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -6050871.500000 Penalty: 5514.512695
	Iteration 21Q: 3 clusters Score -6050872 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -6051057.000000 Penalty: 5514.512695
	Iteration 22Q: 3 clusters Score -6051057 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -6051266.500000 Penalty: 5514.512695
	Iteration 23Q: 3 clusters Score -6051266 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -6051435.000000 Penalty: 5514.512695
	Iteration 24Q: 3 clusters Score -6051435 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -6051544.000000 Penalty: 5514.512695
	Iteration 25Q: 3 clusters Score -6051544 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -6051635.500000 Penalty: 5514.512695
	Iteration 26Q: 3 clusters Score -6051636 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -6051681.000000 Penalty: 5514.512695
	Iteration 27Q: 3 clusters Score -6051681 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -6051731.000000 Penalty: 5514.512695
	Iteration 28Q: 3 clusters Score -6051731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -6051776.500000 Penalty: 5514.512695
	Iteration 29Q: 3 clusters Score -6051776 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -6051825.500000 Penalty: 5514.512695
	Iteration 30Q: 3 clusters Score -6051826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -6051858.500000 Penalty: 5514.512695
	Iteration 31Q: 3 clusters Score -6051858 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -6051909.500000 Penalty: 5514.512695
	Iteration 32Q: 3 clusters Score -6051910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -6051931.000000 Penalty: 5514.512695
	Iteration 33Q: 3 clusters Score -6051931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -6051962.500000 Penalty: 5514.512695
	Iteration 34Q: 3 clusters Score -6051962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -6051979.000000 Penalty: 5514.512695
	Iteration 35Q: 3 clusters Score -6051979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -6051977.500000 Penalty: 5514.512695
	Iteration 36Q: 3 clusters Score -6051978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -6052007.500000 Penalty: 5514.512695
	Iteration 37Q: 3 clusters Score -6052008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -6052002.500000 Penalty: 5514.512695
	Iteration 38Q: 3 clusters Score -6052002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -6052000.000000 Penalty: 5514.512695
	Iteration 39Q: 3 clusters Score -6052000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -6052000.000000 Penalty: 5514.512695
	Iteration 40F: 3 clusters Score -6052000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -6052002.500000 Penalty: 5514.512695
	Iteration 41Q: 3 clusters Score -6052002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -6052005.500000 Penalty: 5514.512695
	Iteration 42Q: 3 clusters Score -6052006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -6052012.000000 Penalty: 5514.512695
	Iteration 43Q: 3 clusters Score -6052012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -6052027.500000 Penalty: 5514.512695
	Iteration 44Q: 3 clusters Score -6052028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -6052027.000000 Penalty: 5514.512695
	Iteration 45Q: 3 clusters Score -6052027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -6052042.000000 Penalty: 5514.512695
	Iteration 46Q: 3 clusters Score -6052042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -6052037.000000 Penalty: 5514.512695
	Iteration 47Q: 3 clusters Score -6052037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -6052034.000000 Penalty: 5514.512695
	Iteration 48Q: 3 clusters Score -6052034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -6052040.000000 Penalty: 5514.512695
	Iteration 49Q: 3 clusters Score -6052040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -6052057.000000 Penalty: 5514.512695
	Iteration 50Q: 3 clusters Score -6052057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -6052053.000000 Penalty: 5514.512695
	Iteration 51Q: 3 clusters Score -6052053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -6052055.500000 Penalty: 5514.512695
	Iteration 52Q: 3 clusters Score -6052056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -6052061.000000 Penalty: 5514.512695
	Iteration 53Q: 3 clusters Score -6052061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -6052060.500000 Penalty: 5514.512695
	Iteration 54Q: 3 clusters Score -6052060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -6052056.000000 Penalty: 5514.512695
	Iteration 55Q: 3 clusters Score -6052056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -6052053.500000 Penalty: 5514.512695
	Iteration 56Q: 3 clusters Score -6052054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -6052059.500000 Penalty: 5514.512695
	Iteration 57Q: 3 clusters Score -6052060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -6052059.500000 Penalty: 5514.512695
	Iteration 58Q: 3 clusters Score -6052060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -6052067.500000 Penalty: 5514.512695
	Iteration 59Q: 3 clusters Score -6052068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -6052068.000000 Penalty: 5514.512695
	Iteration 60F: 3 clusters Score -6052068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -6052067.000000 Penalty: 5514.512695
	Iteration 61Q: 3 clusters Score -6052067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -6052070.500000 Penalty: 5514.512695
	Iteration 62Q: 3 clusters Score -6052070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -6052065.000000 Penalty: 5514.512695
	Iteration 63Q: 3 clusters Score -6052065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -6052065.000000 Penalty: 5514.512695
	Iteration 64F: 3 clusters Score -6052065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Entering Unmasked Estep 
Score: -13826751.000000 Penalty: 2962.113525
	Iteration 0F: 2 clusters Score -1.382675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -13723032.000000 Penalty: 5924.227051
	Iteration 0F: 3 clusters Score -1.372303e+07 nChanged 73815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -13767212.000000 Penalty: 5924.227051
	Iteration 1F: 3 clusters Score -1.376721e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -13769048.000000 Penalty: 5924.227051
	Iteration 2Q: 3 clusters Score -1.376905e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -13772031.000000 Penalty: 5924.227051
	Iteration 3Q: 3 clusters Score -1.377203e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -13776424.000000 Penalty: 5924.227051
	Iteration 4F: 3 clusters Score -1.377642e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -13782693.000000 Penalty: 5924.227051
	Iteration 5F: 3 clusters Score -1.378269e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -13790166.000000 Penalty: 5924.227051
	Iteration 6F: 3 clusters Score -1.379017e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -13797957.000000 Penalty: 5924.227051
	Iteration 7F: 3 clusters Score -1.379796e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -13803413.000000 Penalty: 5924.227051
	Iteration 8F: 3 clusters Score -1.380341e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 111346 members 
Entering Unmasked Estep 
Score: -13806386.000000 Penalty: 5924.227051
	Iteration 9Q: 3 clusters Score -1.380639e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -13808106.000000 Penalty: 5924.227051
	Iteration 10Q: 3 clusters Score -1.380811e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -13809472.000000 Penalty: 5924.227051
	Iteration 11Q: 3 clusters Score -1.380947e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 119843 members 
Entering Unmasked Estep 
Score: -13810755.000000 Penalty: 5924.227051
	Iteration 12Q: 3 clusters Score -1.381076e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -13812097.000000 Penalty: 5924.227051
	Iteration 13Q: 3 clusters Score -1.38121e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -13813445.000000 Penalty: 5924.227051
	Iteration 14Q: 3 clusters Score -1.381344e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -13814748.000000 Penalty: 5924.227051
	Iteration 15Q: 3 clusters Score -1.381475e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 129783 members 
Entering Unmasked Estep 
Score: -13816058.000000 Penalty: 5924.227051
	Iteration 16Q: 3 clusters Score -1.381606e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -13817221.000000 Penalty: 5924.227051
	Iteration 17Q: 3 clusters Score -1.381722e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -13818264.000000 Penalty: 5924.227051
	Iteration 18Q: 3 clusters Score -1.381826e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 135191 members 
Entering Unmasked Estep 
Score: -13819014.000000 Penalty: 5924.227051
	Iteration 19Q: 3 clusters Score -1.381901e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -13819484.000000 Penalty: 5924.227051
	Iteration 20F: 3 clusters Score -1.381948e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -13819878.000000 Penalty: 5924.227051
	Iteration 21Q: 3 clusters Score -1.381988e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -13820256.000000 Penalty: 5924.227051
	Iteration 22Q: 3 clusters Score -1.382026e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 139848 members 
Entering Unmasked Estep 
Score: -13820613.000000 Penalty: 5924.227051
	Iteration 23Q: 3 clusters Score -1.382061e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -13820967.000000 Penalty: 5924.227051
	Iteration 24Q: 3 clusters Score -1.382097e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 141858 members 
Entering Unmasked Estep 
Score: -13821266.000000 Penalty: 5924.227051
	Iteration 25Q: 3 clusters Score -1.382127e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -13821560.000000 Penalty: 5924.227051
	Iteration 26Q: 3 clusters Score -1.382156e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -13821801.000000 Penalty: 5924.227051
	Iteration 27Q: 3 clusters Score -1.38218e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -13822126.000000 Penalty: 5924.227051
	Iteration 28Q: 3 clusters Score -1.382213e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -13822316.000000 Penalty: 5924.227051
	Iteration 29Q: 3 clusters Score -1.382232e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 146055 members 
Entering Unmasked Estep 
Score: -13822564.000000 Penalty: 5924.227051
	Iteration 30Q: 3 clusters Score -1.382256e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 146731 members 
Entering Unmasked Estep 
Score: -13822716.000000 Penalty: 5924.227051
	Iteration 31Q: 3 clusters Score -1.382272e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -13822887.000000 Penalty: 5924.227051
	Iteration 32Q: 3 clusters Score -1.382289e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -13823066.000000 Penalty: 5924.227051
	Iteration 33Q: 3 clusters Score -1.382307e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 148510 members 
Entering Unmasked Estep 
Score: -13823206.000000 Penalty: 5924.227051
	Iteration 34Q: 3 clusters Score -1.382321e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 148986 members 
Entering Unmasked Estep 
Score: -13823335.000000 Penalty: 5924.227051
	Iteration 35Q: 3 clusters Score -1.382334e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -13823432.000000 Penalty: 5924.227051
	Iteration 36Q: 3 clusters Score -1.382343e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 149817 members 
Entering Unmasked Estep 
Score: -13823543.000000 Penalty: 5924.227051
	Iteration 37Q: 3 clusters Score -1.382354e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -13823631.000000 Penalty: 5924.227051
	Iteration 38Q: 3 clusters Score -1.382363e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -13823742.000000 Penalty: 5924.227051
	Iteration 39Q: 3 clusters Score -1.382374e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -13823780.000000 Penalty: 5924.227051
	Iteration 40F: 3 clusters Score -1.382378e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -13823855.000000 Penalty: 5924.227051
	Iteration 41Q: 3 clusters Score -1.382386e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 151153 members 
Entering Unmasked Estep 
Score: -13823876.000000 Penalty: 5924.227051
	Iteration 42Q: 3 clusters Score -1.382388e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -13823931.000000 Penalty: 5924.227051
	Iteration 43Q: 3 clusters Score -1.382393e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -13823969.000000 Penalty: 5924.227051
	Iteration 44Q: 3 clusters Score -1.382397e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 151634 members 
Entering Unmasked Estep 
Score: -13824036.000000 Penalty: 5924.227051
	Iteration 45Q: 3 clusters Score -1.382404e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -13824062.000000 Penalty: 5924.227051
	Iteration 46Q: 3 clusters Score -1.382406e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -13824124.000000 Penalty: 5924.227051
	Iteration 47Q: 3 clusters Score -1.382412e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 151917 members 
Entering Unmasked Estep 
Score: -13824123.000000 Penalty: 5924.227051
	Iteration 48Q: 3 clusters Score -1.382412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -13824145.000000 Penalty: 5924.227051
	Iteration 49Q: 3 clusters Score -1.382414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -13824157.000000 Penalty: 5924.227051
	Iteration 50Q: 3 clusters Score -1.382416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 152082 members 
Entering Unmasked Estep 
Score: -13824186.000000 Penalty: 5924.227051
	Iteration 51Q: 3 clusters Score -1.382419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -13824198.000000 Penalty: 5924.227051
	Iteration 52Q: 3 clusters Score -1.38242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -13824221.000000 Penalty: 5924.227051
	Iteration 53Q: 3 clusters Score -1.382422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -13824235.000000 Penalty: 5924.227051
	Iteration 54Q: 3 clusters Score -1.382424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -13824236.000000 Penalty: 5924.227051
	Iteration 55Q: 3 clusters Score -1.382424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -13824235.000000 Penalty: 5924.227051
	Iteration 56Q: 3 clusters Score -1.382424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -13824262.000000 Penalty: 5924.227051
	Iteration 57Q: 3 clusters Score -1.382426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -13824275.000000 Penalty: 5924.227051
	Iteration 58Q: 3 clusters Score -1.382428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 152296 members 
Entering Unmasked Estep 
Score: -13824273.000000 Penalty: 5924.227051
	Iteration 59Q: 3 clusters Score -1.382427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -13824276.000000 Penalty: 5924.227051
	Iteration 60F: 3 clusters Score -1.382428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -13824272.000000 Penalty: 5924.227051
	Iteration 61Q: 3 clusters Score -1.382427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 152356 members 
Entering Unmasked Estep 
Score: -13824284.000000 Penalty: 5924.227051
	Iteration 62Q: 3 clusters Score -1.382428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -13824285.000000 Penalty: 5924.227051
	Iteration 63Q: 3 clusters Score -1.382428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 152374 members 
Entering Unmasked Estep 
Score: -13824290.000000 Penalty: 5924.227051
	Iteration 64Q: 3 clusters Score -1.382429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -13824292.000000 Penalty: 5924.227051
	Iteration 65Q: 3 clusters Score -1.382429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -13824284.000000 Penalty: 5924.227051
	Iteration 66Q: 3 clusters Score -1.382428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -13824303.000000 Penalty: 5924.227051
	Iteration 67Q: 3 clusters Score -1.38243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 152401 members 
Entering Unmasked Estep 
Score: -13824289.000000 Penalty: 5924.227051
	Iteration 68Q: 3 clusters Score -1.382429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -13824298.000000 Penalty: 5924.227051
	Iteration 69Q: 3 clusters Score -1.38243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -13824297.000000 Penalty: 5924.227051
	Iteration 70Q: 3 clusters Score -1.38243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -13824295.000000 Penalty: 5924.227051
	Iteration 71Q: 3 clusters Score -1.38243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 152428 members 
Entering Unmasked Estep 
Score: -13824287.000000 Penalty: 5924.227051
	Iteration 72Q: 3 clusters Score -1.382429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -13824284.000000 Penalty: 5924.227051
	Iteration 73Q: 3 clusters Score -1.382428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -13824303.000000 Penalty: 5924.227051
	Iteration 74Q: 3 clusters Score -1.38243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -13824299.000000 Penalty: 5924.227051
	Iteration 75Q: 3 clusters Score -1.38243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -13824299.000000 Penalty: 5924.227051
	Iteration 76Q: 3 clusters Score -1.38243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -13824302.000000 Penalty: 5924.227051
	Iteration 77Q: 3 clusters Score -1.38243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 152456 members 
Entering Unmasked Estep 
Score: -13824315.000000 Penalty: 5924.227051
	Iteration 78Q: 3 clusters Score -1.382432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -13824321.000000 Penalty: 5924.227051
	Iteration 79Q: 3 clusters Score -1.382432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -13824308.000000 Penalty: 5924.227051
	Iteration 80F: 3 clusters Score -1.382431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -13824318.000000 Penalty: 5924.227051
	Iteration 81Q: 3 clusters Score -1.382432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -13824323.000000 Penalty: 5924.227051
	Iteration 82Q: 3 clusters Score -1.382432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -13824314.000000 Penalty: 5924.227051
	Iteration 83Q: 3 clusters Score -1.382431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -13824321.000000 Penalty: 5924.227051
	Iteration 84Q: 3 clusters Score -1.382432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -13824327.000000 Penalty: 5924.227051
	Iteration 85Q: 3 clusters Score -1.382433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -13824322.000000 Penalty: 5924.227051
	Iteration 86Q: 3 clusters Score -1.382432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -13824328.000000 Penalty: 5924.227051
	Iteration 87Q: 3 clusters Score -1.382433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 152518 members 
Entering Unmasked Estep 
Score: -13824322.000000 Penalty: 5924.227051
	Iteration 88Q: 3 clusters Score -1.382432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -13824328.000000 Penalty: 5924.227051
	Iteration 89Q: 3 clusters Score -1.382433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -13824332.000000 Penalty: 5924.227051
	Iteration 90Q: 3 clusters Score -1.382433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -13824330.000000 Penalty: 5924.227051
	Iteration 91Q: 3 clusters Score -1.382433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 152531 members 
Entering Unmasked Estep 
Score: -13824326.000000 Penalty: 5924.227051
	Iteration 92Q: 3 clusters Score -1.382433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -13824323.000000 Penalty: 5924.227051
	Iteration 93Q: 3 clusters Score -1.382432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -13824329.000000 Penalty: 5924.227051
	Iteration 94Q: 3 clusters Score -1.382433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 152536 members 
Entering Unmasked Estep 
Score: -13824328.000000 Penalty: 5924.227051
	Iteration 95Q: 3 clusters Score -1.382433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -13824328.000000 Penalty: 5924.227051
	Iteration 96Q: 3 clusters Score -1.382433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -13824332.000000 Penalty: 5924.227051
	Iteration 97Q: 3 clusters Score -1.382433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -13824334.000000 Penalty: 5924.227051
	Iteration 98Q: 3 clusters Score -1.382433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 152547 members 
Entering Unmasked Estep 
Score: -13824326.000000 Penalty: 5924.227051
	Iteration 99Q: 3 clusters Score -1.382433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -13824333.000000 Penalty: 5924.227051
	Iteration 100F: 3 clusters Score -1.382433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Entering Unmasked Estep 
Score: -2179780.750000 Penalty: 2515.975098
	Iteration 0F: 2 clusters Score -2179781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2162236.250000 Penalty: 5031.950195
	Iteration 0F: 3 clusters Score -2162236 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2168265.500000 Penalty: 5031.950195
	Iteration 1F: 3 clusters Score -2168266 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2168672.000000 Penalty: 5031.950195
	Iteration 2Q: 3 clusters Score -2168672 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2168986.750000 Penalty: 5031.950195
	Iteration 3Q: 3 clusters Score -2168987 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2169262.750000 Penalty: 5031.950195
	Iteration 4Q: 3 clusters Score -2169263 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2169555.500000 Penalty: 5031.950195
	Iteration 5Q: 3 clusters Score -2169556 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2169850.500000 Penalty: 5031.950195
	Iteration 6Q: 3 clusters Score -2169850 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2170168.000000 Penalty: 5031.950195
	Iteration 7Q: 3 clusters Score -2170168 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2170567.500000 Penalty: 5031.950195
	Iteration 8Q: 3 clusters Score -2170568 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2171065.500000 Penalty: 5031.950195
	Iteration 9Q: 3 clusters Score -2171066 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2171701.250000 Penalty: 5031.950195
	Iteration 10Q: 3 clusters Score -2171701 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2172600.000000 Penalty: 5031.950195
	Iteration 11F: 3 clusters Score -2172600 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2173627.500000 Penalty: 5031.950195
	Iteration 12F: 3 clusters Score -2173628 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2174573.750000 Penalty: 5031.950195
	Iteration 13Q: 3 clusters Score -2174574 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2175339.000000 Penalty: 5031.950195
	Iteration 14Q: 3 clusters Score -2175339 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2175932.500000 Penalty: 5031.950195
	Iteration 15Q: 3 clusters Score -2175932 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2176335.750000 Penalty: 5031.950195
	Iteration 16Q: 3 clusters Score -2176336 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2176624.750000 Penalty: 5031.950195
	Iteration 17Q: 3 clusters Score -2176625 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2176858.000000 Penalty: 5031.950195
	Iteration 18Q: 3 clusters Score -2176858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2177020.750000 Penalty: 5031.950195
	Iteration 19Q: 3 clusters Score -2177021 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2177133.000000 Penalty: 5031.950195
	Iteration 20F: 3 clusters Score -2177133 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2177239.750000 Penalty: 5031.950195
	Iteration 21Q: 3 clusters Score -2177240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2177310.750000 Penalty: 5031.950195
	Iteration 22Q: 3 clusters Score -2177311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2177369.000000 Penalty: 5031.950195
	Iteration 23Q: 3 clusters Score -2177369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2177412.000000 Penalty: 5031.950195
	Iteration 24Q: 3 clusters Score -2177412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2177429.250000 Penalty: 5031.950195
	Iteration 25Q: 3 clusters Score -2177429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2177449.750000 Penalty: 5031.950195
	Iteration 26Q: 3 clusters Score -2177450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2177477.000000 Penalty: 5031.950195
	Iteration 27Q: 3 clusters Score -2177477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2177501.750000 Penalty: 5031.950195
	Iteration 28Q: 3 clusters Score -2177502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2177531.750000 Penalty: 5031.950195
	Iteration 29Q: 3 clusters Score -2177532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2177546.000000 Penalty: 5031.950195
	Iteration 30Q: 3 clusters Score -2177546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2177562.750000 Penalty: 5031.950195
	Iteration 31Q: 3 clusters Score -2177563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2177575.500000 Penalty: 5031.950195
	Iteration 32Q: 3 clusters Score -2177576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2177585.750000 Penalty: 5031.950195
	Iteration 33Q: 3 clusters Score -2177586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2177590.750000 Penalty: 5031.950195
	Iteration 34Q: 3 clusters Score -2177591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2177594.500000 Penalty: 5031.950195
	Iteration 35Q: 3 clusters Score -2177594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2177600.000000 Penalty: 5031.950195
	Iteration 36Q: 3 clusters Score -2177600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2177599.500000 Penalty: 5031.950195
	Iteration 37Q: 3 clusters Score -2177600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2177603.750000 Penalty: 5031.950195
	Iteration 38Q: 3 clusters Score -2177604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2177604.750000 Penalty: 5031.950195
	Iteration 39Q: 3 clusters Score -2177605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2177608.250000 Penalty: 5031.950195
	Iteration 40F: 3 clusters Score -2177608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Entering Unmasked Estep 
Score: -2051086.375000 Penalty: 2495.086670
	Iteration 0F: 2 clusters Score -2051086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2034876.625000 Penalty: 4990.173340
	Iteration 0F: 3 clusters Score -2034877 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2040330.875000 Penalty: 4990.173340
	Iteration 1F: 3 clusters Score -2040331 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2040753.125000 Penalty: 4990.173340
	Iteration 2F: 3 clusters Score -2040753 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2041147.875000 Penalty: 4990.173340
	Iteration 3Q: 3 clusters Score -2041148 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2041565.125000 Penalty: 4990.173340
	Iteration 4Q: 3 clusters Score -2041565 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2042084.375000 Penalty: 4990.173340
	Iteration 5Q: 3 clusters Score -2042084 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2042821.375000 Penalty: 4990.173340
	Iteration 6F: 3 clusters Score -2042821 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2043851.625000 Penalty: 4990.173340
	Iteration 7F: 3 clusters Score -2043852 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2045185.000000 Penalty: 4990.173340
	Iteration 8F: 3 clusters Score -2045185 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2046582.000000 Penalty: 4990.173340
	Iteration 9F: 3 clusters Score -2046582 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2047624.250000 Penalty: 4990.173340
	Iteration 10Q: 3 clusters Score -2047624 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2048243.000000 Penalty: 4990.173340
	Iteration 11Q: 3 clusters Score -2048243 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2048536.250000 Penalty: 4990.173340
	Iteration 12Q: 3 clusters Score -2048536 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2048685.625000 Penalty: 4990.173340
	Iteration 13Q: 3 clusters Score -2048686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2048757.500000 Penalty: 4990.173340
	Iteration 14Q: 3 clusters Score -2048758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2048793.375000 Penalty: 4990.173340
	Iteration 15Q: 3 clusters Score -2048793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2048832.125000 Penalty: 4990.173340
	Iteration 16Q: 3 clusters Score -2048832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2048859.250000 Penalty: 4990.173340
	Iteration 17Q: 3 clusters Score -2048859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2048869.875000 Penalty: 4990.173340
	Iteration 18Q: 3 clusters Score -2048870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2048879.375000 Penalty: 4990.173340
	Iteration 19Q: 3 clusters Score -2048879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2048884.250000 Penalty: 4990.173340
	Iteration 20F: 3 clusters Score -2048884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2048891.625000 Penalty: 4990.173340
	Iteration 21Q: 3 clusters Score -2048892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2048899.000000 Penalty: 4990.173340
	Iteration 22Q: 3 clusters Score -2048899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2048901.750000 Penalty: 4990.173340
	Iteration 23Q: 3 clusters Score -2048902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2048903.375000 Penalty: 4990.173340
	Iteration 24Q: 3 clusters Score -2048903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2048906.750000 Penalty: 4990.173340
	Iteration 25Q: 3 clusters Score -2048907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2048911.875000 Penalty: 4990.173340
	Iteration 26Q: 3 clusters Score -2048912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2048914.000000 Penalty: 4990.173340
	Iteration 27Q: 3 clusters Score -2048914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2048921.625000 Penalty: 4990.173340
	Iteration 28Q: 3 clusters Score -2048922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2048921.625000 Penalty: 4990.173340
	Iteration 29F: 3 clusters Score -2048922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -1808834.250000 Penalty: 2485.010498
	Iteration 0F: 2 clusters Score -1808834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1793285.875000 Penalty: 4970.020996
	Iteration 0F: 3 clusters Score -1793286 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1798934.875000 Penalty: 4970.020996
	Iteration 1F: 3 clusters Score -1798935 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1799600.875000 Penalty: 4970.020996
	Iteration 2F: 3 clusters Score -1799601 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1800413.250000 Penalty: 4970.020996
	Iteration 3F: 3 clusters Score -1800413 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1801360.500000 Penalty: 4970.020996
	Iteration 4F: 3 clusters Score -1801360 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1802456.000000 Penalty: 4970.020996
	Iteration 5F: 3 clusters Score -1802456 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1803329.250000 Penalty: 4970.020996
	Iteration 6F: 3 clusters Score -1803329 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1803958.250000 Penalty: 4970.020996
	Iteration 7F: 3 clusters Score -1803958 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1804402.875000 Penalty: 4970.020996
	Iteration 8Q: 3 clusters Score -1804403 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1804774.625000 Penalty: 4970.020996
	Iteration 9Q: 3 clusters Score -1804775 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1805053.375000 Penalty: 4970.020996
	Iteration 10Q: 3 clusters Score -1805053 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1805257.500000 Penalty: 4970.020996
	Iteration 11Q: 3 clusters Score -1805258 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1805394.000000 Penalty: 4970.020996
	Iteration 12Q: 3 clusters Score -1805394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1805508.000000 Penalty: 4970.020996
	Iteration 13Q: 3 clusters Score -1805508 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1805604.125000 Penalty: 4970.020996
	Iteration 14Q: 3 clusters Score -1805604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1805663.375000 Penalty: 4970.020996
	Iteration 15Q: 3 clusters Score -1805663 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1805707.625000 Penalty: 4970.020996
	Iteration 16Q: 3 clusters Score -1805708 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1805754.125000 Penalty: 4970.020996
	Iteration 17Q: 3 clusters Score -1805754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1805780.625000 Penalty: 4970.020996
	Iteration 18Q: 3 clusters Score -1805781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1805793.875000 Penalty: 4970.020996
	Iteration 19Q: 3 clusters Score -1805794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1805811.000000 Penalty: 4970.020996
	Iteration 20F: 3 clusters Score -1805811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1805815.125000 Penalty: 4970.020996
	Iteration 21Q: 3 clusters Score -1805815 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1805837.125000 Penalty: 4970.020996
	Iteration 22Q: 3 clusters Score -1805837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1805854.750000 Penalty: 4970.020996
	Iteration 23Q: 3 clusters Score -1805855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1805868.625000 Penalty: 4970.020996
	Iteration 24Q: 3 clusters Score -1805869 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1805886.250000 Penalty: 4970.020996
	Iteration 25Q: 3 clusters Score -1805886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1805900.250000 Penalty: 4970.020996
	Iteration 26Q: 3 clusters Score -1805900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1805917.500000 Penalty: 4970.020996
	Iteration 27Q: 3 clusters Score -1805918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1805934.500000 Penalty: 4970.020996
	Iteration 28Q: 3 clusters Score -1805934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1805945.250000 Penalty: 4970.020996
	Iteration 29Q: 3 clusters Score -1805945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1805960.625000 Penalty: 4970.020996
	Iteration 30Q: 3 clusters Score -1805961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1805971.125000 Penalty: 4970.020996
	Iteration 31Q: 3 clusters Score -1805971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1805984.000000 Penalty: 4970.020996
	Iteration 32Q: 3 clusters Score -1805984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1805993.375000 Penalty: 4970.020996
	Iteration 33Q: 3 clusters Score -1805993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1806003.625000 Penalty: 4970.020996
	Iteration 34Q: 3 clusters Score -1806004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1806013.875000 Penalty: 4970.020996
	Iteration 35Q: 3 clusters Score -1806014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1806028.750000 Penalty: 4970.020996
	Iteration 36Q: 3 clusters Score -1806029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1806040.000000 Penalty: 4970.020996
	Iteration 37Q: 3 clusters Score -1806040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1806048.750000 Penalty: 4970.020996
	Iteration 38Q: 3 clusters Score -1806049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1806062.500000 Penalty: 4970.020996
	Iteration 39Q: 3 clusters Score -1806062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1806066.625000 Penalty: 4970.020996
	Iteration 40F: 3 clusters Score -1806067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1806072.625000 Penalty: 4970.020996
	Iteration 41Q: 3 clusters Score -1806073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1806079.625000 Penalty: 4970.020996
	Iteration 42Q: 3 clusters Score -1806080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1806091.250000 Penalty: 4970.020996
	Iteration 43Q: 3 clusters Score -1806091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1806092.250000 Penalty: 4970.020996
	Iteration 44Q: 3 clusters Score -1806092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1806095.000000 Penalty: 4970.020996
	Iteration 45Q: 3 clusters Score -1806095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1806113.375000 Penalty: 4970.020996
	Iteration 46Q: 3 clusters Score -1806113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1806122.375000 Penalty: 4970.020996
	Iteration 47Q: 3 clusters Score -1806122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1806138.875000 Penalty: 4970.020996
	Iteration 48Q: 3 clusters Score -1806139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1806144.000000 Penalty: 4970.020996
	Iteration 49Q: 3 clusters Score -1806144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1806167.750000 Penalty: 4970.020996
	Iteration 50Q: 3 clusters Score -1806168 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1806175.375000 Penalty: 4970.020996
	Iteration 51Q: 3 clusters Score -1806175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1806186.125000 Penalty: 4970.020996
	Iteration 52Q: 3 clusters Score -1806186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1806197.875000 Penalty: 4970.020996
	Iteration 53Q: 3 clusters Score -1806198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1806211.375000 Penalty: 4970.020996
	Iteration 54Q: 3 clusters Score -1806211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1806231.500000 Penalty: 4970.020996
	Iteration 55Q: 3 clusters Score -1806232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1806247.250000 Penalty: 4970.020996
	Iteration 56Q: 3 clusters Score -1806247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1806283.625000 Penalty: 4970.020996
	Iteration 57Q: 3 clusters Score -1806284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1806308.500000 Penalty: 4970.020996
	Iteration 58Q: 3 clusters Score -1806308 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1806333.750000 Penalty: 4970.020996
	Iteration 59Q: 3 clusters Score -1806334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1806371.500000 Penalty: 4970.020996
	Iteration 60F: 3 clusters Score -1806372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1806418.000000 Penalty: 4970.020996
	Iteration 61Q: 3 clusters Score -1806418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1806478.625000 Penalty: 4970.020996
	Iteration 62Q: 3 clusters Score -1806479 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1806544.500000 Penalty: 4970.020996
	Iteration 63Q: 3 clusters Score -1806544 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1806617.875000 Penalty: 4970.020996
	Iteration 64Q: 3 clusters Score -1806618 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1806732.875000 Penalty: 4970.020996
	Iteration 65Q: 3 clusters Score -1806733 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1806889.375000 Penalty: 4970.020996
	Iteration 66Q: 3 clusters Score -1806889 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1807041.250000 Penalty: 4970.020996
	Iteration 67Q: 3 clusters Score -1807041 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1807202.750000 Penalty: 4970.020996
	Iteration 68Q: 3 clusters Score -1807203 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1807345.625000 Penalty: 4970.020996
	Iteration 69Q: 3 clusters Score -1807346 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1807493.250000 Penalty: 4970.020996
	Iteration 70Q: 3 clusters Score -1807493 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1807644.375000 Penalty: 4970.020996
	Iteration 71Q: 3 clusters Score -1807644 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1807796.750000 Penalty: 4970.020996
	Iteration 72Q: 3 clusters Score -1807797 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1807954.875000 Penalty: 4970.020996
	Iteration 73Q: 3 clusters Score -1807955 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1808108.625000 Penalty: 4970.020996
	Iteration 74Q: 3 clusters Score -1808109 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1808258.625000 Penalty: 4970.020996
	Iteration 75Q: 3 clusters Score -1808259 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1808413.125000 Penalty: 4970.020996
	Iteration 76Q: 3 clusters Score -1808413 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1808557.500000 Penalty: 4970.020996
	Iteration 77Q: 3 clusters Score -1808558 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1808681.250000 Penalty: 4970.020996
	Iteration 78Q: 3 clusters Score -1808681 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1808801.500000 Penalty: 4970.020996
	Iteration 79Q: 3 clusters Score -1808802 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1808956.000000 Penalty: 4970.020996
	Iteration 80F: 3 clusters Score -1808956 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1809094.375000 Penalty: 4970.020996
	Iteration 81Q: 3 clusters Score -1809094 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1809218.750000 Penalty: 4970.020996
	Iteration 82Q: 3 clusters Score -1809219 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1809343.000000 Penalty: 4970.020996
	Iteration 83Q: 3 clusters Score -1809343 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1809444.000000 Penalty: 4970.020996
	Iteration 84Q: 3 clusters Score -1809444 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1809529.750000 Penalty: 4970.020996
	Iteration 85Q: 3 clusters Score -1809530 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1809599.500000 Penalty: 4970.020996
	Iteration 86Q: 3 clusters Score -1809600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1809669.875000 Penalty: 4970.020996
	Iteration 87Q: 3 clusters Score -1809670 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1809708.250000 Penalty: 4970.020996
	Iteration 88Q: 3 clusters Score -1809708 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1809735.750000 Penalty: 4970.020996
	Iteration 89Q: 3 clusters Score -1809736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1809759.375000 Penalty: 4970.020996
	Iteration 90Q: 3 clusters Score -1809759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1809775.625000 Penalty: 4970.020996
	Iteration 91Q: 3 clusters Score -1809776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1809790.250000 Penalty: 4970.020996
	Iteration 92Q: 3 clusters Score -1809790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1809804.500000 Penalty: 4970.020996
	Iteration 93Q: 3 clusters Score -1809804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1809813.375000 Penalty: 4970.020996
	Iteration 94Q: 3 clusters Score -1809813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1809817.625000 Penalty: 4970.020996
	Iteration 95Q: 3 clusters Score -1809818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1809822.750000 Penalty: 4970.020996
	Iteration 96Q: 3 clusters Score -1809823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1809828.625000 Penalty: 4970.020996
	Iteration 97Q: 3 clusters Score -1809829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1809833.625000 Penalty: 4970.020996
	Iteration 98Q: 3 clusters Score -1809834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1809834.250000 Penalty: 4970.020996
	Iteration 99Q: 3 clusters Score -1809834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1809841.000000 Penalty: 4970.020996
	Iteration 100F: 3 clusters Score -1809841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1809835.125000 Penalty: 4970.020996
	Iteration 101Q: 3 clusters Score -1809835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1809831.750000 Penalty: 4970.020996
	Iteration 102Q: 3 clusters Score -1809832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1809831.625000 Penalty: 4970.020996
	Iteration 103Q: 3 clusters Score -1809832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1809834.875000 Penalty: 4970.020996
	Iteration 104Q: 3 clusters Score -1809835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1809837.875000 Penalty: 4970.020996
	Iteration 105Q: 3 clusters Score -1809838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1809834.875000 Penalty: 4970.020996
	Iteration 106Q: 3 clusters Score -1809835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1809835.750000 Penalty: 4970.020996
	Iteration 107Q: 3 clusters Score -1809836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1809835.000000 Penalty: 4970.020996
	Iteration 108Q: 3 clusters Score -1809835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1809835.000000 Penalty: 4970.020996
	Iteration 109F: 3 clusters Score -1809835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 35809 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 41297 members 
Mstep: Class 7 contains 26085 members 
Mstep: Class 8 contains 131617 members 
Mstep: Class 9 contains 121305 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 206564 members 
Mstep: Class 12 contains 24152 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65098 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 67371 members 
Mstep: Class 19 contains 153892 members 
Mstep: Class 20 contains 25465 members 
Mstep: Class 21 contains 23408 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 387911 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208651 members 
Mstep: Class 28 contains 7641 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 19661 members 
Mstep: Class 32 contains 18557 members 
Entering Unmasked Estep 
Score: -146509264.000000 Penalty: 113876.406250
Splitting cluster 22 changes total score from -146509040.000000 to -146509264.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -697621.812500 Penalty: 2236.245605
	Iteration 0F: 2 clusters Score -697621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -691058.375000 Penalty: 4472.491211
	Iteration 0F: 3 clusters Score -691058.4 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -692925.125000 Penalty: 4472.491211
	Iteration 1F: 3 clusters Score -692925.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -693227.062500 Penalty: 4472.491211
	Iteration 2F: 3 clusters Score -693227.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -693475.187500 Penalty: 4472.491211
	Iteration 3F: 3 clusters Score -693475.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -693708.437500 Penalty: 4472.491211
	Iteration 4Q: 3 clusters Score -693708.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -693974.187500 Penalty: 4472.491211
	Iteration 5Q: 3 clusters Score -693974.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -694268.437500 Penalty: 4472.491211
	Iteration 6Q: 3 clusters Score -694268.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -694537.187500 Penalty: 4472.491211
	Iteration 7Q: 3 clusters Score -694537.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -694750.312500 Penalty: 4472.491211
	Iteration 8Q: 3 clusters Score -694750.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -694928.437500 Penalty: 4472.491211
	Iteration 9Q: 3 clusters Score -694928.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -695100.750000 Penalty: 4472.491211
	Iteration 10Q: 3 clusters Score -695100.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -695294.312500 Penalty: 4472.491211
	Iteration 11Q: 3 clusters Score -695294.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -695510.562500 Penalty: 4472.491211
	Iteration 12Q: 3 clusters Score -695510.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -695712.000000 Penalty: 4472.491211
	Iteration 13Q: 3 clusters Score -695712 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -695896.062500 Penalty: 4472.491211
	Iteration 14Q: 3 clusters Score -695896.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -696038.625000 Penalty: 4472.491211
	Iteration 15Q: 3 clusters Score -696038.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -696140.812500 Penalty: 4472.491211
	Iteration 16Q: 3 clusters Score -696140.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -696217.750000 Penalty: 4472.491211
	Iteration 17Q: 3 clusters Score -696217.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -696288.500000 Penalty: 4472.491211
	Iteration 18Q: 3 clusters Score -696288.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -696349.062500 Penalty: 4472.491211
	Iteration 19Q: 3 clusters Score -696349.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -696394.437500 Penalty: 4472.491211
	Iteration 20F: 3 clusters Score -696394.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -696432.437500 Penalty: 4472.491211
	Iteration 21Q: 3 clusters Score -696432.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -696450.687500 Penalty: 4472.491211
	Iteration 22Q: 3 clusters Score -696450.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -696467.937500 Penalty: 4472.491211
	Iteration 23Q: 3 clusters Score -696467.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -696482.562500 Penalty: 4472.491211
	Iteration 24Q: 3 clusters Score -696482.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -696497.187500 Penalty: 4472.491211
	Iteration 25Q: 3 clusters Score -696497.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -696507.625000 Penalty: 4472.491211
	Iteration 26Q: 3 clusters Score -696507.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -696521.875000 Penalty: 4472.491211
	Iteration 27Q: 3 clusters Score -696521.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -696533.000000 Penalty: 4472.491211
	Iteration 28Q: 3 clusters Score -696533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -696543.562500 Penalty: 4472.491211
	Iteration 29Q: 3 clusters Score -696543.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -696551.812500 Penalty: 4472.491211
	Iteration 30Q: 3 clusters Score -696551.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -696558.875000 Penalty: 4472.491211
	Iteration 31Q: 3 clusters Score -696558.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -696564.125000 Penalty: 4472.491211
	Iteration 32Q: 3 clusters Score -696564.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -696572.562500 Penalty: 4472.491211
	Iteration 33Q: 3 clusters Score -696572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -696578.812500 Penalty: 4472.491211
	Iteration 34Q: 3 clusters Score -696578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -696587.125000 Penalty: 4472.491211
	Iteration 35Q: 3 clusters Score -696587.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -696594.187500 Penalty: 4472.491211
	Iteration 36Q: 3 clusters Score -696594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -696601.312500 Penalty: 4472.491211
	Iteration 37Q: 3 clusters Score -696601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -696605.125000 Penalty: 4472.491211
	Iteration 38Q: 3 clusters Score -696605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -696610.312500 Penalty: 4472.491211
	Iteration 39Q: 3 clusters Score -696610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -696613.562500 Penalty: 4472.491211
	Iteration 40F: 3 clusters Score -696613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -696615.750000 Penalty: 4472.491211
	Iteration 41Q: 3 clusters Score -696615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -696617.375000 Penalty: 4472.491211
	Iteration 42Q: 3 clusters Score -696617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -696618.000000 Penalty: 4472.491211
	Iteration 43Q: 3 clusters Score -696618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -696620.937500 Penalty: 4472.491211
	Iteration 44Q: 3 clusters Score -696620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -696622.875000 Penalty: 4472.491211
	Iteration 45Q: 3 clusters Score -696622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -696625.875000 Penalty: 4472.491211
	Iteration 46Q: 3 clusters Score -696625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -696628.062500 Penalty: 4472.491211
	Iteration 47Q: 3 clusters Score -696628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -696628.250000 Penalty: 4472.491211
	Iteration 48Q: 3 clusters Score -696628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -696628.312500 Penalty: 4472.491211
	Iteration 49Q: 3 clusters Score -696628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -696632.312500 Penalty: 4472.491211
	Iteration 50Q: 3 clusters Score -696632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -696631.750000 Penalty: 4472.491211
	Iteration 51Q: 3 clusters Score -696631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -696631.250000 Penalty: 4472.491211
	Iteration 52Q: 3 clusters Score -696631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -696631.250000 Penalty: 4472.491211
	Iteration 53F: 3 clusters Score -696631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (387911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387911 members 
Entering Unmasked Estep 
Score: -34309936.000000 Penalty: 3191.395752
	Iteration 0F: 2 clusters Score -3.430994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 193697 members 
Entering Unmasked Estep 
Score: -34052420.000000 Penalty: 6382.791504
	Iteration 0F: 3 clusters Score -3.405242e+07 nChanged 188610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199434 members 
Mstep: Class 2 contains 188477 members 
Entering Unmasked Estep 
Score: -34163452.000000 Penalty: 6382.791504
	Iteration 1F: 3 clusters Score -3.416345e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203159 members 
Mstep: Class 2 contains 184752 members 
Entering Unmasked Estep 
Score: -34164996.000000 Penalty: 6382.791504
	Iteration 2Q: 3 clusters Score -3.4165e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209124 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -34166872.000000 Penalty: 6382.791504
	Iteration 3Q: 3 clusters Score -3.416687e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218574 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -34170076.000000 Penalty: 6382.791504
	Iteration 4Q: 3 clusters Score -3.417008e+07 nChanged 15943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233465 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -34175864.000000 Penalty: 6382.791504
	Iteration 5Q: 3 clusters Score -3.417586e+07 nChanged 22845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255960 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -34188160.000000 Penalty: 6382.791504
	Iteration 6F: 3 clusters Score -3.418816e+07 nChanged 31551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287425 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -34211632.000000 Penalty: 6382.791504
	Iteration 7F: 3 clusters Score -3.421163e+07 nChanged 37801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325208 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -34247164.000000 Penalty: 6382.791504
	Iteration 8F: 3 clusters Score -3.424716e+07 nChanged 33960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359168 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -34280380.000000 Penalty: 6382.791504
	Iteration 9F: 3 clusters Score -3.428038e+07 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378701 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -34298652.000000 Penalty: 6382.791504
	Iteration 10F: 3 clusters Score -3.429865e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385582 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -34304952.000000 Penalty: 6382.791504
	Iteration 11Q: 3 clusters Score -3.430495e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387255 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -34306440.000000 Penalty: 6382.791504
	Iteration 12Q: 3 clusters Score -3.430644e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387599 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34306784.000000 Penalty: 6382.791504
	Iteration 13Q: 3 clusters Score -3.430678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387672 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34306904.000000 Penalty: 6382.791504
	Iteration 14Q: 3 clusters Score -3.43069e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387695 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34306984.000000 Penalty: 6382.791504
	Iteration 15Q: 3 clusters Score -3.430698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387709 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34307016.000000 Penalty: 6382.791504
	Iteration 16Q: 3 clusters Score -3.430702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387716 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34307048.000000 Penalty: 6382.791504
	Iteration 17Q: 3 clusters Score -3.430705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387721 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34307044.000000 Penalty: 6382.791504
	Iteration 18Q: 3 clusters Score -3.430704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387723 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34307060.000000 Penalty: 6382.791504
	Iteration 19Q: 3 clusters Score -3.430706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387724 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34307064.000000 Penalty: 6382.791504
	Iteration 20F: 3 clusters Score -3.430706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387725 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34307072.000000 Penalty: 6382.791504
	Iteration 21Q: 3 clusters Score -3.430707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387725 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34307068.000000 Penalty: 6382.791504
	Iteration 22Q: 3 clusters Score -3.430707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387725 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34307068.000000 Penalty: 6382.791504
	Iteration 23F: 3 clusters Score -3.430707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22358.257812 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21064.191406 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21064.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21169.382812 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21169.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21190.691406 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21190.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21204.095703 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21208.849609 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21208.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21208.849609 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -21208.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Entering Unmasked Estep 
Score: -1554550.875000 Penalty: 2433.410645
	Iteration 0F: 2 clusters Score -1554551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1541650.750000 Penalty: 4866.821289
	Iteration 0F: 3 clusters Score -1541651 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1546099.250000 Penalty: 4866.821289
	Iteration 1F: 3 clusters Score -1546099 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1546712.500000 Penalty: 4866.821289
	Iteration 2F: 3 clusters Score -1546712 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1547409.125000 Penalty: 4866.821289
	Iteration 3F: 3 clusters Score -1547409 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1548267.000000 Penalty: 4866.821289
	Iteration 4F: 3 clusters Score -1548267 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1549158.250000 Penalty: 4866.821289
	Iteration 5F: 3 clusters Score -1549158 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1550031.500000 Penalty: 4866.821289
	Iteration 6F: 3 clusters Score -1550032 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1550706.250000 Penalty: 4866.821289
	Iteration 7F: 3 clusters Score -1550706 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1551238.000000 Penalty: 4866.821289
	Iteration 8Q: 3 clusters Score -1551238 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1551691.875000 Penalty: 4866.821289
	Iteration 9Q: 3 clusters Score -1551692 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1552063.500000 Penalty: 4866.821289
	Iteration 10Q: 3 clusters Score -1552064 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1552305.125000 Penalty: 4866.821289
	Iteration 11Q: 3 clusters Score -1552305 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1552449.750000 Penalty: 4866.821289
	Iteration 12Q: 3 clusters Score -1552450 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1552514.250000 Penalty: 4866.821289
	Iteration 13Q: 3 clusters Score -1552514 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1552551.125000 Penalty: 4866.821289
	Iteration 14Q: 3 clusters Score -1552551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1552572.250000 Penalty: 4866.821289
	Iteration 15Q: 3 clusters Score -1552572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1552595.625000 Penalty: 4866.821289
	Iteration 16Q: 3 clusters Score -1552596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1552609.750000 Penalty: 4866.821289
	Iteration 17Q: 3 clusters Score -1552610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1552621.875000 Penalty: 4866.821289
	Iteration 18Q: 3 clusters Score -1552622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1552636.750000 Penalty: 4866.821289
	Iteration 19Q: 3 clusters Score -1552637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1552637.625000 Penalty: 4866.821289
	Iteration 20F: 3 clusters Score -1552638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1552645.250000 Penalty: 4866.821289
	Iteration 21Q: 3 clusters Score -1552645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1552652.750000 Penalty: 4866.821289
	Iteration 22Q: 3 clusters Score -1552653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1552653.000000 Penalty: 4866.821289
	Iteration 23Q: 3 clusters Score -1552653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1552655.375000 Penalty: 4866.821289
	Iteration 24Q: 3 clusters Score -1552655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1552658.375000 Penalty: 4866.821289
	Iteration 25Q: 3 clusters Score -1552658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1552658.875000 Penalty: 4866.821289
	Iteration 26Q: 3 clusters Score -1552659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1552661.750000 Penalty: 4866.821289
	Iteration 27Q: 3 clusters Score -1552662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1552667.000000 Penalty: 4866.821289
	Iteration 28Q: 3 clusters Score -1552667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1552666.750000 Penalty: 4866.821289
	Iteration 29Q: 3 clusters Score -1552667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1552667.750000 Penalty: 4866.821289
	Iteration 30Q: 3 clusters Score -1552668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1552670.125000 Penalty: 4866.821289
	Iteration 31Q: 3 clusters Score -1552670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1552671.750000 Penalty: 4866.821289
	Iteration 32Q: 3 clusters Score -1552672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1552675.625000 Penalty: 4866.821289
	Iteration 33Q: 3 clusters Score -1552676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1552678.125000 Penalty: 4866.821289
	Iteration 34Q: 3 clusters Score -1552678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1552672.250000 Penalty: 4866.821289
	Iteration 35Q: 3 clusters Score -1552672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1552678.500000 Penalty: 4866.821289
	Iteration 36Q: 3 clusters Score -1552678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1552681.625000 Penalty: 4866.821289
	Iteration 37Q: 3 clusters Score -1552682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1552678.875000 Penalty: 4866.821289
	Iteration 38Q: 3 clusters Score -1552679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1552675.250000 Penalty: 4866.821289
	Iteration 39Q: 3 clusters Score -1552675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1552685.375000 Penalty: 4866.821289
	Iteration 40F: 3 clusters Score -1552685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1552688.000000 Penalty: 4866.821289
	Iteration 41Q: 3 clusters Score -1552688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1552689.875000 Penalty: 4866.821289
	Iteration 42Q: 3 clusters Score -1552690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1552688.500000 Penalty: 4866.821289
	Iteration 43Q: 3 clusters Score -1552688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1552689.250000 Penalty: 4866.821289
	Iteration 44Q: 3 clusters Score -1552689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1552690.000000 Penalty: 4866.821289
	Iteration 45Q: 3 clusters Score -1552690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1552691.500000 Penalty: 4866.821289
	Iteration 46Q: 3 clusters Score -1552692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1552692.000000 Penalty: 4866.821289
	Iteration 47Q: 3 clusters Score -1552692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1552691.625000 Penalty: 4866.821289
	Iteration 48Q: 3 clusters Score -1552692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1552690.000000 Penalty: 4866.821289
	Iteration 49Q: 3 clusters Score -1552690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1552688.500000 Penalty: 4866.821289
	Iteration 50Q: 3 clusters Score -1552688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1552695.500000 Penalty: 4866.821289
	Iteration 51Q: 3 clusters Score -1552696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1552695.750000 Penalty: 4866.821289
	Iteration 52Q: 3 clusters Score -1552696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1552693.625000 Penalty: 4866.821289
	Iteration 53Q: 3 clusters Score -1552694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1552696.125000 Penalty: 4866.821289
	Iteration 54Q: 3 clusters Score -1552696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1552695.375000 Penalty: 4866.821289
	Iteration 55Q: 3 clusters Score -1552695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1552692.375000 Penalty: 4866.821289
	Iteration 56Q: 3 clusters Score -1552692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1552695.625000 Penalty: 4866.821289
	Iteration 57Q: 3 clusters Score -1552696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1552695.625000 Penalty: 4866.821289
	Iteration 58F: 3 clusters Score -1552696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (208651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208651 members 
Entering Unmasked Estep 
Score: -18316094.000000 Penalty: 3037.607666
	Iteration 0F: 2 clusters Score -1.831609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -18176058.000000 Penalty: 6075.215332
	Iteration 0F: 3 clusters Score -1.817606e+07 nChanged 100361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 98685 members 
Entering Unmasked Estep 
Score: -18235416.000000 Penalty: 6075.215332
	Iteration 1F: 3 clusters Score -1.823542e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -18237264.000000 Penalty: 6075.215332
	Iteration 2Q: 3 clusters Score -1.823726e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -18240012.000000 Penalty: 6075.215332
	Iteration 3Q: 3 clusters Score -1.824001e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -18244630.000000 Penalty: 6075.215332
	Iteration 4Q: 3 clusters Score -1.824463e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136985 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -18251644.000000 Penalty: 6075.215332
	Iteration 5F: 3 clusters Score -1.825164e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -18262202.000000 Penalty: 6075.215332
	Iteration 6F: 3 clusters Score -1.82622e+07 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167318 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -18276474.000000 Penalty: 6075.215332
	Iteration 7F: 3 clusters Score -1.827647e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182907 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -18291148.000000 Penalty: 6075.215332
	Iteration 8F: 3 clusters Score -1.829115e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -18302600.000000 Penalty: 6075.215332
	Iteration 9F: 3 clusters Score -1.83026e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201850 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -18308650.000000 Penalty: 6075.215332
	Iteration 10Q: 3 clusters Score -1.830865e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205172 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18311434.000000 Penalty: 6075.215332
	Iteration 11Q: 3 clusters Score -1.831143e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206657 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18312660.000000 Penalty: 6075.215332
	Iteration 12Q: 3 clusters Score -1.831266e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207290 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -18313142.000000 Penalty: 6075.215332
	Iteration 13Q: 3 clusters Score -1.831314e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207568 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18313432.000000 Penalty: 6075.215332
	Iteration 14Q: 3 clusters Score -1.831343e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207706 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18313534.000000 Penalty: 6075.215332
	Iteration 15Q: 3 clusters Score -1.831353e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207769 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -18313602.000000 Penalty: 6075.215332
	Iteration 16Q: 3 clusters Score -1.83136e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207807 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -18313656.000000 Penalty: 6075.215332
	Iteration 17Q: 3 clusters Score -1.831366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207831 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -18313658.000000 Penalty: 6075.215332
	Iteration 18Q: 3 clusters Score -1.831366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207849 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18313698.000000 Penalty: 6075.215332
	Iteration 19Q: 3 clusters Score -1.83137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207857 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18313712.000000 Penalty: 6075.215332
	Iteration 20F: 3 clusters Score -1.831371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207863 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -18313736.000000 Penalty: 6075.215332
	Iteration 21Q: 3 clusters Score -1.831374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207869 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18313782.000000 Penalty: 6075.215332
	Iteration 22Q: 3 clusters Score -1.831378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207878 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18313756.000000 Penalty: 6075.215332
	Iteration 23Q: 3 clusters Score -1.831376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207883 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18313786.000000 Penalty: 6075.215332
	Iteration 24Q: 3 clusters Score -1.831379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207888 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -18313770.000000 Penalty: 6075.215332
	Iteration 25Q: 3 clusters Score -1.831377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207896 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18313782.000000 Penalty: 6075.215332
	Iteration 26Q: 3 clusters Score -1.831378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207897 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18313768.000000 Penalty: 6075.215332
	Iteration 27Q: 3 clusters Score -1.831377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207900 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18313786.000000 Penalty: 6075.215332
	Iteration 28Q: 3 clusters Score -1.831379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207902 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18313788.000000 Penalty: 6075.215332
	Iteration 29Q: 3 clusters Score -1.831379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207904 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18313792.000000 Penalty: 6075.215332
	Iteration 30Q: 3 clusters Score -1.831379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207901 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -18313796.000000 Penalty: 6075.215332
	Iteration 31Q: 3 clusters Score -1.83138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207903 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18313808.000000 Penalty: 6075.215332
	Iteration 32Q: 3 clusters Score -1.831381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207906 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -18313788.000000 Penalty: 6075.215332
	Iteration 33Q: 3 clusters Score -1.831379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207912 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -18313810.000000 Penalty: 6075.215332
	Iteration 34Q: 3 clusters Score -1.831381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207914 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -18313808.000000 Penalty: 6075.215332
	Iteration 35Q: 3 clusters Score -1.831381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207911 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -18313816.000000 Penalty: 6075.215332
	Iteration 36Q: 3 clusters Score -1.831382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207913 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18313816.000000 Penalty: 6075.215332
	Iteration 37Q: 3 clusters Score -1.831382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207919 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18313844.000000 Penalty: 6075.215332
	Iteration 38Q: 3 clusters Score -1.831384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207925 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -18313836.000000 Penalty: 6075.215332
	Iteration 39Q: 3 clusters Score -1.831384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18313834.000000 Penalty: 6075.215332
	Iteration 40F: 3 clusters Score -1.831383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207924 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18313832.000000 Penalty: 6075.215332
	Iteration 41Q: 3 clusters Score -1.831383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207923 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18313836.000000 Penalty: 6075.215332
	Iteration 42Q: 3 clusters Score -1.831384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207927 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -18313838.000000 Penalty: 6075.215332
	Iteration 43Q: 3 clusters Score -1.831384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207930 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -18313842.000000 Penalty: 6075.215332
	Iteration 44Q: 3 clusters Score -1.831384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18313842.000000 Penalty: 6075.215332
	Iteration 45Q: 3 clusters Score -1.831384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207930 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -18313844.000000 Penalty: 6075.215332
	Iteration 46Q: 3 clusters Score -1.831384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18313844.000000 Penalty: 6075.215332
	Iteration 47Q: 3 clusters Score -1.831384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207931 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -18313862.000000 Penalty: 6075.215332
	Iteration 48Q: 3 clusters Score -1.831386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207934 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -18313868.000000 Penalty: 6075.215332
	Iteration 49Q: 3 clusters Score -1.831387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207938 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -18313874.000000 Penalty: 6075.215332
	Iteration 50Q: 3 clusters Score -1.831387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18313886.000000 Penalty: 6075.215332
	Iteration 51Q: 3 clusters Score -1.831389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207945 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -18313872.000000 Penalty: 6075.215332
	Iteration 52Q: 3 clusters Score -1.831387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -18313872.000000 Penalty: 6075.215332
	Iteration 53Q: 3 clusters Score -1.831387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207940 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18313872.000000 Penalty: 6075.215332
	Iteration 54Q: 3 clusters Score -1.831387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207940 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18313872.000000 Penalty: 6075.215332
	Iteration 55F: 3 clusters Score -1.831387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -633921.375000 Penalty: 2217.438477
	Iteration 0F: 2 clusters Score -633921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -627686.687500 Penalty: 4434.876953
	Iteration 0F: 3 clusters Score -627686.7 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -629332.687500 Penalty: 4434.876953
	Iteration 1F: 3 clusters Score -629332.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -629619.437500 Penalty: 4434.876953
	Iteration 2F: 3 clusters Score -629619.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -629846.250000 Penalty: 4434.876953
	Iteration 3F: 3 clusters Score -629846.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -630127.250000 Penalty: 4434.876953
	Iteration 4F: 3 clusters Score -630127.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -630483.687500 Penalty: 4434.876953
	Iteration 5F: 3 clusters Score -630483.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -630969.312500 Penalty: 4434.876953
	Iteration 6F: 3 clusters Score -630969.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -631658.375000 Penalty: 4434.876953
	Iteration 7F: 3 clusters Score -631658.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -632440.125000 Penalty: 4434.876953
	Iteration 8F: 3 clusters Score -632440.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -633220.875000 Penalty: 4434.876953
	Iteration 9F: 3 clusters Score -633220.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -633772.875000 Penalty: 4434.876953
	Iteration 10F: 3 clusters Score -633772.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -634006.250000 Penalty: 4434.876953
	Iteration 11Q: 3 clusters Score -634006.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -634100.562500 Penalty: 4434.876953
	Iteration 12Q: 3 clusters Score -634100.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -634136.625000 Penalty: 4434.876953
	Iteration 13Q: 3 clusters Score -634136.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -634155.437500 Penalty: 4434.876953
	Iteration 14Q: 3 clusters Score -634155.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -634166.250000 Penalty: 4434.876953
	Iteration 15Q: 3 clusters Score -634166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -634169.750000 Penalty: 4434.876953
	Iteration 16Q: 3 clusters Score -634169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -634170.625000 Penalty: 4434.876953
	Iteration 17Q: 3 clusters Score -634170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -634170.625000 Penalty: 4434.876953
	Iteration 18Q: 3 clusters Score -634170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -634171.500000 Penalty: 4434.876953
	Iteration 19Q: 3 clusters Score -634171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -634172.625000 Penalty: 4434.876953
	Iteration 20F: 3 clusters Score -634172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -634172.000000 Penalty: 4434.876953
	Iteration 21Q: 3 clusters Score -634172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -634172.000000 Penalty: 4434.876953
	Iteration 22Q: 3 clusters Score -634172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -634172.000000 Penalty: 4434.876953
	Iteration 23F: 3 clusters Score -634172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 35809 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 41297 members 
Mstep: Class 7 contains 26085 members 
Mstep: Class 8 contains 131617 members 
Mstep: Class 9 contains 121305 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 206564 members 
Mstep: Class 12 contains 24152 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65098 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 67371 members 
Mstep: Class 19 contains 153892 members 
Mstep: Class 20 contains 25465 members 
Mstep: Class 21 contains 23408 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 387911 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208651 members 
Mstep: Class 28 contains 2963 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 19661 members 
Mstep: Class 32 contains 18557 members 
Mstep: Class 33 contains 4678 members 
Entering Unmasked Estep 
Score: -146507920.000000 Penalty: 117435.039062
Splitting cluster 28 changes total score from -146509040.000000 to -146507920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -259238.125000 Penalty: 2005.047852
	Iteration 0F: 2 clusters Score -259238.1 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 1641 members 
Entering Unmasked Estep 
Score: -255845.375000 Penalty: 4010.095703
	Iteration 0F: 3 clusters Score -255845.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -256576.750000 Penalty: 4010.095703
	Iteration 1F: 3 clusters Score -256576.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -256762.703125 Penalty: 4010.095703
	Iteration 2F: 3 clusters Score -256762.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -256863.656250 Penalty: 4010.095703
	Iteration 3F: 3 clusters Score -256863.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -256931.718750 Penalty: 4010.095703
	Iteration 4Q: 3 clusters Score -256931.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -256992.031250 Penalty: 4010.095703
	Iteration 5Q: 3 clusters Score -256992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -257053.796875 Penalty: 4010.095703
	Iteration 6Q: 3 clusters Score -257053.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -257111.437500 Penalty: 4010.095703
	Iteration 7Q: 3 clusters Score -257111.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -257178.406250 Penalty: 4010.095703
	Iteration 8Q: 3 clusters Score -257178.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -257281.781250 Penalty: 4010.095703
	Iteration 9Q: 3 clusters Score -257281.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -257382.546875 Penalty: 4010.095703
	Iteration 10Q: 3 clusters Score -257382.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -257489.812500 Penalty: 4010.095703
	Iteration 11Q: 3 clusters Score -257489.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -257586.562500 Penalty: 4010.095703
	Iteration 12Q: 3 clusters Score -257586.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -257667.921875 Penalty: 4010.095703
	Iteration 13Q: 3 clusters Score -257667.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -257750.125000 Penalty: 4010.095703
	Iteration 14Q: 3 clusters Score -257750.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -257824.593750 Penalty: 4010.095703
	Iteration 15Q: 3 clusters Score -257824.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -257886.281250 Penalty: 4010.095703
	Iteration 16Q: 3 clusters Score -257886.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -257948.953125 Penalty: 4010.095703
	Iteration 17Q: 3 clusters Score -257949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -257999.000000 Penalty: 4010.095703
	Iteration 18Q: 3 clusters Score -257999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -258032.125000 Penalty: 4010.095703
	Iteration 19Q: 3 clusters Score -258032.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -258063.171875 Penalty: 4010.095703
	Iteration 20F: 3 clusters Score -258063.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -258083.593750 Penalty: 4010.095703
	Iteration 21Q: 3 clusters Score -258083.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -258112.718750 Penalty: 4010.095703
	Iteration 22Q: 3 clusters Score -258112.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -258129.718750 Penalty: 4010.095703
	Iteration 23Q: 3 clusters Score -258129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -258146.093750 Penalty: 4010.095703
	Iteration 24Q: 3 clusters Score -258146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -258159.281250 Penalty: 4010.095703
	Iteration 25Q: 3 clusters Score -258159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -258166.625000 Penalty: 4010.095703
	Iteration 26Q: 3 clusters Score -258166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -258175.484375 Penalty: 4010.095703
	Iteration 27Q: 3 clusters Score -258175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -258182.687500 Penalty: 4010.095703
	Iteration 28Q: 3 clusters Score -258182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -258185.812500 Penalty: 4010.095703
	Iteration 29Q: 3 clusters Score -258185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -258185.812500 Penalty: 4010.095703
	Iteration 30F: 3 clusters Score -258185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -318915.656250 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -318915.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -314787.218750 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -314787.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -316038.718750 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -316038.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -316543.687500 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -316543.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -316900.750000 Penalty: 4167.840820
	Iteration 3F: 3 clusters Score -316900.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -317093.500000 Penalty: 4167.840820
	Iteration 4F: 3 clusters Score -317093.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -317222.937500 Penalty: 4167.840820
	Iteration 5Q: 3 clusters Score -317222.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -317331.781250 Penalty: 4167.840820
	Iteration 6Q: 3 clusters Score -317331.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -317409.062500 Penalty: 4167.840820
	Iteration 7Q: 3 clusters Score -317409.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -317459.562500 Penalty: 4167.840820
	Iteration 8Q: 3 clusters Score -317459.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -317493.843750 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -317493.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -317524.843750 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -317524.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -317544.218750 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -317544.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -317559.593750 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -317559.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -317568.125000 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -317568.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317573.281250 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -317573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -317580.562500 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -317580.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317585.312500 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -317585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -317588.125000 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -317588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -317590.593750 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -317590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -317593.906250 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -317593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -317594.906250 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -317594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317595.312500 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -317595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -317596.062500 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -317596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -317596.062500 Penalty: 4167.840820
	Iteration 23F: 3 clusters Score -317596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Entering Unmasked Estep 
Score: -1674803.125000 Penalty: 2451.825439
	Iteration 0F: 2 clusters Score -1674803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1661064.625000 Penalty: 4903.650879
	Iteration 0F: 3 clusters Score -1661065 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1666067.750000 Penalty: 4903.650879
	Iteration 1F: 3 clusters Score -1666068 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1666714.750000 Penalty: 4903.650879
	Iteration 2F: 3 clusters Score -1666715 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1667297.875000 Penalty: 4903.650879
	Iteration 3F: 3 clusters Score -1667298 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1667834.750000 Penalty: 4903.650879
	Iteration 4F: 3 clusters Score -1667835 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1668360.750000 Penalty: 4903.650879
	Iteration 5F: 3 clusters Score -1668361 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1668831.375000 Penalty: 4903.650879
	Iteration 6Q: 3 clusters Score -1668831 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1669316.125000 Penalty: 4903.650879
	Iteration 7Q: 3 clusters Score -1669316 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1669819.500000 Penalty: 4903.650879
	Iteration 8Q: 3 clusters Score -1669820 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1670304.750000 Penalty: 4903.650879
	Iteration 9Q: 3 clusters Score -1670305 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1670730.500000 Penalty: 4903.650879
	Iteration 10Q: 3 clusters Score -1670730 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1671060.250000 Penalty: 4903.650879
	Iteration 11Q: 3 clusters Score -1671060 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1671308.500000 Penalty: 4903.650879
	Iteration 12Q: 3 clusters Score -1671308 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1671529.125000 Penalty: 4903.650879
	Iteration 13Q: 3 clusters Score -1671529 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1671733.750000 Penalty: 4903.650879
	Iteration 14Q: 3 clusters Score -1671734 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1671944.375000 Penalty: 4903.650879
	Iteration 15Q: 3 clusters Score -1671944 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1672152.125000 Penalty: 4903.650879
	Iteration 16Q: 3 clusters Score -1672152 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1672358.500000 Penalty: 4903.650879
	Iteration 17Q: 3 clusters Score -1672358 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1672528.375000 Penalty: 4903.650879
	Iteration 18Q: 3 clusters Score -1672528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1672677.750000 Penalty: 4903.650879
	Iteration 19Q: 3 clusters Score -1672678 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1672820.375000 Penalty: 4903.650879
	Iteration 20F: 3 clusters Score -1672820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1672931.500000 Penalty: 4903.650879
	Iteration 21Q: 3 clusters Score -1672932 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1673033.125000 Penalty: 4903.650879
	Iteration 22Q: 3 clusters Score -1673033 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1673116.750000 Penalty: 4903.650879
	Iteration 23Q: 3 clusters Score -1673117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1673188.125000 Penalty: 4903.650879
	Iteration 24Q: 3 clusters Score -1673188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1673239.250000 Penalty: 4903.650879
	Iteration 25Q: 3 clusters Score -1673239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1673289.000000 Penalty: 4903.650879
	Iteration 26Q: 3 clusters Score -1673289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1673331.750000 Penalty: 4903.650879
	Iteration 27Q: 3 clusters Score -1673332 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1673386.500000 Penalty: 4903.650879
	Iteration 28Q: 3 clusters Score -1673386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1673448.125000 Penalty: 4903.650879
	Iteration 29Q: 3 clusters Score -1673448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1673509.625000 Penalty: 4903.650879
	Iteration 30Q: 3 clusters Score -1673510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1673569.000000 Penalty: 4903.650879
	Iteration 31Q: 3 clusters Score -1673569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1673627.375000 Penalty: 4903.650879
	Iteration 32Q: 3 clusters Score -1673627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1673677.125000 Penalty: 4903.650879
	Iteration 33Q: 3 clusters Score -1673677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1673710.375000 Penalty: 4903.650879
	Iteration 34Q: 3 clusters Score -1673710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1673730.625000 Penalty: 4903.650879
	Iteration 35Q: 3 clusters Score -1673731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1673745.625000 Penalty: 4903.650879
	Iteration 36Q: 3 clusters Score -1673746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1673756.250000 Penalty: 4903.650879
	Iteration 37Q: 3 clusters Score -1673756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1673777.375000 Penalty: 4903.650879
	Iteration 38Q: 3 clusters Score -1673777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1673792.750000 Penalty: 4903.650879
	Iteration 39Q: 3 clusters Score -1673793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1673841.625000 Penalty: 4903.650879
	Iteration 40F: 3 clusters Score -1673842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1673882.500000 Penalty: 4903.650879
	Iteration 41Q: 3 clusters Score -1673882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1673930.500000 Penalty: 4903.650879
	Iteration 42Q: 3 clusters Score -1673930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1673983.375000 Penalty: 4903.650879
	Iteration 43Q: 3 clusters Score -1673983 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1674041.500000 Penalty: 4903.650879
	Iteration 44Q: 3 clusters Score -1674042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -1674081.250000 Penalty: 4903.650879
	Iteration 45Q: 3 clusters Score -1674081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1674103.500000 Penalty: 4903.650879
	Iteration 46Q: 3 clusters Score -1674104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1674128.000000 Penalty: 4903.650879
	Iteration 47Q: 3 clusters Score -1674128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1674138.750000 Penalty: 4903.650879
	Iteration 48Q: 3 clusters Score -1674139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1674153.375000 Penalty: 4903.650879
	Iteration 49Q: 3 clusters Score -1674153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1674156.625000 Penalty: 4903.650879
	Iteration 50Q: 3 clusters Score -1674157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1674160.375000 Penalty: 4903.650879
	Iteration 51Q: 3 clusters Score -1674160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1674160.125000 Penalty: 4903.650879
	Iteration 52Q: 3 clusters Score -1674160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1674157.875000 Penalty: 4903.650879
	Iteration 53Q: 3 clusters Score -1674158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1674164.125000 Penalty: 4903.650879
	Iteration 54Q: 3 clusters Score -1674164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1674163.000000 Penalty: 4903.650879
	Iteration 55Q: 3 clusters Score -1674163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1674164.375000 Penalty: 4903.650879
	Iteration 56Q: 3 clusters Score -1674164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1674164.875000 Penalty: 4903.650879
	Iteration 57Q: 3 clusters Score -1674165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1674165.500000 Penalty: 4903.650879
	Iteration 58Q: 3 clusters Score -1674166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1674167.250000 Penalty: 4903.650879
	Iteration 59F: 3 clusters Score -1674167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1674167.000000 Penalty: 4903.650879
	Iteration 60F: 3 clusters Score -1674167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1674166.500000 Penalty: 4903.650879
	Iteration 61Q: 3 clusters Score -1674166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1674168.250000 Penalty: 4903.650879
	Iteration 62Q: 3 clusters Score -1674168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1674170.500000 Penalty: 4903.650879
	Iteration 63Q: 3 clusters Score -1674170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1674170.625000 Penalty: 4903.650879
	Iteration 64Q: 3 clusters Score -1674171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1674170.625000 Penalty: 4903.650879
	Iteration 65F: 3 clusters Score -1674171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 3 contains 35809 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 41297 members 
Mstep: Class 7 contains 26085 members 
Mstep: Class 8 contains 131617 members 
Mstep: Class 9 contains 121305 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 206564 members 
Mstep: Class 12 contains 24152 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 65098 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 67371 members 
Mstep: Class 19 contains 153892 members 
Mstep: Class 20 contains 25465 members 
Mstep: Class 21 contains 23408 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 387911 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 208651 members 
Mstep: Class 28 contains 7641 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146510576.000000 Penalty: 113876.406250
Iteration 199Q: 33 clusters Score -1.465106e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1669 members 
Mstep: Class 3 contains 35762 members 
Mstep: Class 4 contains 13967 members 
Mstep: Class 5 contains 17850 members 
Mstep: Class 6 contains 41376 members 
Mstep: Class 7 contains 26087 members 
Mstep: Class 8 contains 131562 members 
Mstep: Class 9 contains 121762 members 
Mstep: Class 10 contains 7023 members 
Mstep: Class 11 contains 206572 members 
Mstep: Class 12 contains 24158 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 65105 members 
Mstep: Class 15 contains 20896 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 67384 members 
Mstep: Class 19 contains 153885 members 
Mstep: Class 20 contains 25442 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 4464 members 
Mstep: Class 23 contains 8183 members 
Mstep: Class 24 contains 387752 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 18059 members 
Mstep: Class 27 contains 208712 members 
Mstep: Class 28 contains 7574 members 
Mstep: Class 29 contains 3269 members 
Mstep: Class 30 contains 4579 members 
Mstep: Class 31 contains 19713 members 
Mstep: Class 32 contains 17729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146511552.000000 Penalty: 113876.406250
Iteration 200F: 33 clusters Score -1.465116e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1754 members 
Mstep: Class 3 contains 35657 members 
Mstep: Class 4 contains 13961 members 
Mstep: Class 5 contains 17801 members 
Mstep: Class 6 contains 41312 members 
Mstep: Class 7 contains 26085 members 
Mstep: Class 8 contains 131431 members 
Mstep: Class 9 contains 122135 members 
Mstep: Class 10 contains 7010 members 
Mstep: Class 11 contains 206426 members 
Mstep: Class 12 contains 24090 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 65111 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 67392 members 
Mstep: Class 19 contains 153866 members 
Mstep: Class 20 contains 25403 members 
Mstep: Class 21 contains 23342 members 
Mstep: Class 22 contains 4876 members 
Mstep: Class 23 contains 8136 members 
Mstep: Class 24 contains 387212 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 17783 members 
Mstep: Class 27 contains 208624 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 3239 members 
Mstep: Class 30 contains 4585 members 
Mstep: Class 31 contains 19710 members 
Mstep: Class 32 contains 18554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512112.000000 Penalty: 113876.406250
Iteration 201Q: 33 clusters Score -1.465121e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 35631 members 
Mstep: Class 4 contains 13956 members 
Mstep: Class 5 contains 17778 members 
Mstep: Class 6 contains 41270 members 
Mstep: Class 7 contains 26083 members 
Mstep: Class 8 contains 131336 members 
Mstep: Class 9 contains 122505 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 206310 members 
Mstep: Class 12 contains 24033 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 65126 members 
Mstep: Class 15 contains 20877 members 
Mstep: Class 16 contains 24043 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 67398 members 
Mstep: Class 19 contains 153856 members 
Mstep: Class 20 contains 25388 members 
Mstep: Class 21 contains 23301 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 8093 members 
Mstep: Class 24 contains 386691 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 208581 members 
Mstep: Class 28 contains 7458 members 
Mstep: Class 29 contains 3223 members 
Mstep: Class 30 contains 4602 members 
Mstep: Class 31 contains 19732 members 
Mstep: Class 32 contains 19059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512448.000000 Penalty: 113876.406250
Iteration 202Q: 33 clusters Score -1.465124e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 35622 members 
Mstep: Class 4 contains 13951 members 
Mstep: Class 5 contains 17764 members 
Mstep: Class 6 contains 41240 members 
Mstep: Class 7 contains 26079 members 
Mstep: Class 8 contains 131272 members 
Mstep: Class 9 contains 122888 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 206242 members 
Mstep: Class 12 contains 23985 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 65135 members 
Mstep: Class 15 contains 20881 members 
Mstep: Class 16 contains 24043 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 67414 members 
Mstep: Class 19 contains 153836 members 
Mstep: Class 20 contains 25369 members 
Mstep: Class 21 contains 23272 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 8065 members 
Mstep: Class 24 contains 386217 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 17393 members 
Mstep: Class 27 contains 208554 members 
Mstep: Class 28 contains 7426 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 4617 members 
Mstep: Class 31 contains 19722 members 
Mstep: Class 32 contains 19390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512848.000000 Penalty: 113876.406250
Iteration 203Q: 33 clusters Score -1.465128e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1944 members 
Mstep: Class 3 contains 35624 members 
Mstep: Class 4 contains 13950 members 
Mstep: Class 5 contains 17760 members 
Mstep: Class 6 contains 41219 members 
Mstep: Class 7 contains 26074 members 
Mstep: Class 8 contains 131202 members 
Mstep: Class 9 contains 123267 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 206184 members 
Mstep: Class 12 contains 23947 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 65143 members 
Mstep: Class 15 contains 20892 members 
Mstep: Class 16 contains 24043 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 67429 members 
Mstep: Class 19 contains 153823 members 
Mstep: Class 20 contains 25362 members 
Mstep: Class 21 contains 23238 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 8044 members 
Mstep: Class 24 contains 385790 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 17228 members 
Mstep: Class 27 contains 208520 members 
Mstep: Class 28 contains 7406 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 4623 members 
Mstep: Class 31 contains 19724 members 
Mstep: Class 32 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512928.000000 Penalty: 113876.406250
Iteration 204Q: 33 clusters Score -1.465129e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 3 contains 35613 members 
Mstep: Class 4 contains 13949 members 
Mstep: Class 5 contains 17773 members 
Mstep: Class 6 contains 41196 members 
Mstep: Class 7 contains 26070 members 
Mstep: Class 8 contains 131133 members 
Mstep: Class 9 contains 123653 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 206121 members 
Mstep: Class 12 contains 23917 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 65154 members 
Mstep: Class 15 contains 20904 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 67447 members 
Mstep: Class 19 contains 153819 members 
Mstep: Class 20 contains 25357 members 
Mstep: Class 21 contains 23209 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 8030 members 
Mstep: Class 24 contains 385370 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 17105 members 
Mstep: Class 27 contains 208517 members 
Mstep: Class 28 contains 7400 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 4631 members 
Mstep: Class 31 contains 19727 members 
Mstep: Class 32 contains 19782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512896.000000 Penalty: 113876.406250
Iteration 205Q: 33 clusters Score -1.465129e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2015 members 
Mstep: Class 3 contains 35601 members 
Mstep: Class 4 contains 13947 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 41192 members 
Mstep: Class 7 contains 26066 members 
Mstep: Class 8 contains 131079 members 
Mstep: Class 9 contains 124002 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 206060 members 
Mstep: Class 12 contains 23891 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 65168 members 
Mstep: Class 15 contains 20915 members 
Mstep: Class 16 contains 24042 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 67471 members 
Mstep: Class 19 contains 153808 members 
Mstep: Class 20 contains 25354 members 
Mstep: Class 21 contains 23179 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 385008 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 17011 members 
Mstep: Class 27 contains 208501 members 
Mstep: Class 28 contains 7398 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 4634 members 
Mstep: Class 31 contains 19734 members 
Mstep: Class 32 contains 19905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513008.000000 Penalty: 113876.406250
Iteration 206Q: 33 clusters Score -1.46513e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 35588 members 
Mstep: Class 4 contains 13946 members 
Mstep: Class 5 contains 17789 members 
Mstep: Class 6 contains 41193 members 
Mstep: Class 7 contains 26066 members 
Mstep: Class 8 contains 131024 members 
Mstep: Class 9 contains 124331 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 205999 members 
Mstep: Class 12 contains 23870 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 65180 members 
Mstep: Class 15 contains 20924 members 
Mstep: Class 16 contains 24036 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 18 contains 67490 members 
Mstep: Class 19 contains 153801 members 
Mstep: Class 20 contains 25345 members 
Mstep: Class 21 contains 23155 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 384689 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16944 members 
Mstep: Class 27 contains 208483 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 3210 members 
Mstep: Class 30 contains 4641 members 
Mstep: Class 31 contains 19724 members 
Mstep: Class 32 contains 20012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512784.000000 Penalty: 113876.406250
Iteration 207Q: 33 clusters Score -1.465128e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2038 members 
Mstep: Class 3 contains 35583 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 17796 members 
Mstep: Class 6 contains 41209 members 
Mstep: Class 7 contains 26067 members 
Mstep: Class 8 contains 130973 members 
Mstep: Class 9 contains 124617 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 205968 members 
Mstep: Class 12 contains 23857 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 65191 members 
Mstep: Class 15 contains 20925 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 67510 members 
Mstep: Class 19 contains 153802 members 
Mstep: Class 20 contains 25336 members 
Mstep: Class 21 contains 23125 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 8002 members 
Mstep: Class 24 contains 384376 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16904 members 
Mstep: Class 27 contains 208475 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 4648 members 
Mstep: Class 31 contains 19716 members 
Mstep: Class 32 contains 20102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512944.000000 Penalty: 113876.406250
Iteration 208Q: 33 clusters Score -1.465129e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 35579 members 
Mstep: Class 4 contains 13941 members 
Mstep: Class 5 contains 17801 members 
Mstep: Class 6 contains 41207 members 
Mstep: Class 7 contains 26058 members 
Mstep: Class 8 contains 130923 members 
Mstep: Class 9 contains 124896 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 205933 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 3790 members 
Mstep: Class 14 contains 65196 members 
Mstep: Class 15 contains 20926 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 67527 members 
Mstep: Class 19 contains 153801 members 
Mstep: Class 20 contains 25326 members 
Mstep: Class 21 contains 23096 members 
Mstep: Class 22 contains 6130 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 384078 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16876 members 
Mstep: Class 27 contains 208490 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3214 members 
Mstep: Class 30 contains 4650 members 
Mstep: Class 31 contains 19714 members 
Mstep: Class 32 contains 20202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513056.000000 Penalty: 113876.406250
Iteration 209Q: 33 clusters Score -1.465131e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35575 members 
Mstep: Class 4 contains 13941 members 
Mstep: Class 5 contains 17805 members 
Mstep: Class 6 contains 41222 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130890 members 
Mstep: Class 9 contains 125179 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205889 members 
Mstep: Class 12 contains 23838 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 14 contains 65195 members 
Mstep: Class 15 contains 20930 members 
Mstep: Class 16 contains 24031 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 67543 members 
Mstep: Class 19 contains 153803 members 
Mstep: Class 20 contains 25321 members 
Mstep: Class 21 contains 23070 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 383791 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16848 members 
Mstep: Class 27 contains 208493 members 
Mstep: Class 28 contains 7391 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 4658 members 
Mstep: Class 31 contains 19719 members 
Mstep: Class 32 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513008.000000 Penalty: 113876.406250
Iteration 210Q: 33 clusters Score -1.46513e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 35571 members 
Mstep: Class 4 contains 13941 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 41225 members 
Mstep: Class 7 contains 26054 members 
Mstep: Class 8 contains 130849 members 
Mstep: Class 9 contains 125444 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 205849 members 
Mstep: Class 12 contains 23829 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65199 members 
Mstep: Class 15 contains 20939 members 
Mstep: Class 16 contains 24031 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 67550 members 
Mstep: Class 19 contains 153794 members 
Mstep: Class 20 contains 25308 members 
Mstep: Class 21 contains 23043 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 7991 members 
Mstep: Class 24 contains 383542 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16822 members 
Mstep: Class 27 contains 208503 members 
Mstep: Class 28 contains 7390 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 4659 members 
Mstep: Class 31 contains 19733 members 
Mstep: Class 32 contains 20341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512816.000000 Penalty: 113876.406250
Iteration 211Q: 33 clusters Score -1.465128e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 35556 members 
Mstep: Class 4 contains 13940 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 41234 members 
Mstep: Class 7 contains 26054 members 
Mstep: Class 8 contains 130794 members 
Mstep: Class 9 contains 125719 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 205804 members 
Mstep: Class 12 contains 23820 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 65203 members 
Mstep: Class 15 contains 20948 members 
Mstep: Class 16 contains 24029 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67554 members 
Mstep: Class 19 contains 153786 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 23023 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 7986 members 
Mstep: Class 24 contains 383299 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16810 members 
Mstep: Class 27 contains 208517 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 4660 members 
Mstep: Class 31 contains 19746 members 
Mstep: Class 32 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146512816.000000 Penalty: 113876.406250
Iteration 212Q: 33 clusters Score -1.465128e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 35545 members 
Mstep: Class 4 contains 13938 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 41241 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130757 members 
Mstep: Class 9 contains 125963 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 205744 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65209 members 
Mstep: Class 15 contains 20958 members 
Mstep: Class 16 contains 24029 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67548 members 
Mstep: Class 19 contains 153781 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 23004 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 7985 members 
Mstep: Class 24 contains 383082 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16797 members 
Mstep: Class 27 contains 208527 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 3228 members 
Mstep: Class 30 contains 4657 members 
Mstep: Class 31 contains 19755 members 
Mstep: Class 32 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513280.000000 Penalty: 113876.406250
Iteration 213Q: 33 clusters Score -1.465133e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 35532 members 
Mstep: Class 4 contains 13938 members 
Mstep: Class 5 contains 17824 members 
Mstep: Class 6 contains 41246 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130729 members 
Mstep: Class 9 contains 126202 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 205686 members 
Mstep: Class 12 contains 23817 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 65214 members 
Mstep: Class 15 contains 20973 members 
Mstep: Class 16 contains 24027 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67545 members 
Mstep: Class 19 contains 153771 members 
Mstep: Class 20 contains 25289 members 
Mstep: Class 21 contains 22986 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 7981 members 
Mstep: Class 24 contains 382871 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16785 members 
Mstep: Class 27 contains 208540 members 
Mstep: Class 28 contains 7388 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 4656 members 
Mstep: Class 31 contains 19766 members 
Mstep: Class 32 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513376.000000 Penalty: 113876.406250
Iteration 214Q: 33 clusters Score -1.465134e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 35517 members 
Mstep: Class 4 contains 13938 members 
Mstep: Class 5 contains 17829 members 
Mstep: Class 6 contains 41250 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130711 members 
Mstep: Class 9 contains 126445 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 205628 members 
Mstep: Class 12 contains 23809 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 65218 members 
Mstep: Class 15 contains 20980 members 
Mstep: Class 16 contains 24026 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67549 members 
Mstep: Class 19 contains 153766 members 
Mstep: Class 20 contains 25284 members 
Mstep: Class 21 contains 22968 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 7981 members 
Mstep: Class 24 contains 382654 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16775 members 
Mstep: Class 27 contains 208551 members 
Mstep: Class 28 contains 7392 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 4657 members 
Mstep: Class 31 contains 19769 members 
Mstep: Class 32 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513392.000000 Penalty: 113876.406250
Iteration 215Q: 33 clusters Score -1.465134e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 35509 members 
Mstep: Class 4 contains 13937 members 
Mstep: Class 5 contains 17835 members 
Mstep: Class 6 contains 41261 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130682 members 
Mstep: Class 9 contains 126692 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 205568 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65218 members 
Mstep: Class 15 contains 20988 members 
Mstep: Class 16 contains 24024 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67548 members 
Mstep: Class 19 contains 153769 members 
Mstep: Class 20 contains 25284 members 
Mstep: Class 21 contains 22948 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 7981 members 
Mstep: Class 24 contains 382468 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16767 members 
Mstep: Class 27 contains 208547 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 4655 members 
Mstep: Class 31 contains 19769 members 
Mstep: Class 32 contains 20524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513392.000000 Penalty: 113876.406250
Iteration 216Q: 33 clusters Score -1.465134e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 35496 members 
Mstep: Class 4 contains 13934 members 
Mstep: Class 5 contains 17837 members 
Mstep: Class 6 contains 41269 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130657 members 
Mstep: Class 9 contains 126926 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 205519 members 
Mstep: Class 12 contains 23799 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65229 members 
Mstep: Class 15 contains 20998 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67544 members 
Mstep: Class 19 contains 153765 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22934 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 7979 members 
Mstep: Class 24 contains 382272 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16766 members 
Mstep: Class 27 contains 208553 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3227 members 
Mstep: Class 30 contains 4653 members 
Mstep: Class 31 contains 19764 members 
Mstep: Class 32 contains 20549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513456.000000 Penalty: 113876.406250
Iteration 217Q: 33 clusters Score -1.465135e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 35492 members 
Mstep: Class 4 contains 13934 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 41279 members 
Mstep: Class 7 contains 26054 members 
Mstep: Class 8 contains 130644 members 
Mstep: Class 9 contains 127145 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 205484 members 
Mstep: Class 12 contains 23800 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65232 members 
Mstep: Class 15 contains 21001 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67547 members 
Mstep: Class 19 contains 153757 members 
Mstep: Class 20 contains 25288 members 
Mstep: Class 21 contains 22924 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 7978 members 
Mstep: Class 24 contains 382067 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16763 members 
Mstep: Class 27 contains 208561 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 4653 members 
Mstep: Class 31 contains 19762 members 
Mstep: Class 32 contains 20563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513248.000000 Penalty: 113876.406250
Iteration 218Q: 33 clusters Score -1.465132e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 35484 members 
Mstep: Class 4 contains 13934 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 41283 members 
Mstep: Class 7 contains 26054 members 
Mstep: Class 8 contains 130627 members 
Mstep: Class 9 contains 127335 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 205445 members 
Mstep: Class 12 contains 23800 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65231 members 
Mstep: Class 15 contains 21008 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67547 members 
Mstep: Class 19 contains 153750 members 
Mstep: Class 20 contains 25288 members 
Mstep: Class 21 contains 22917 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 7975 members 
Mstep: Class 24 contains 381909 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16760 members 
Mstep: Class 27 contains 208566 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3222 members 
Mstep: Class 30 contains 4654 members 
Mstep: Class 31 contains 19762 members 
Mstep: Class 32 contains 20578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 219Q: 33 clusters Score -1.465136e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 35473 members 
Mstep: Class 4 contains 13931 members 
Mstep: Class 5 contains 17843 members 
Mstep: Class 6 contains 41294 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130606 members 
Mstep: Class 9 contains 127500 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 205405 members 
Mstep: Class 12 contains 23798 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65230 members 
Mstep: Class 15 contains 21012 members 
Mstep: Class 16 contains 24022 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67552 members 
Mstep: Class 19 contains 153746 members 
Mstep: Class 20 contains 25284 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 6432 members 
Mstep: Class 23 contains 7974 members 
Mstep: Class 24 contains 381778 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 208565 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3225 members 
Mstep: Class 30 contains 4655 members 
Mstep: Class 31 contains 19760 members 
Mstep: Class 32 contains 20593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513872.000000 Penalty: 113876.406250
Iteration 220F: 33 clusters Score -1.465139e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35465 members 
Mstep: Class 4 contains 13931 members 
Mstep: Class 5 contains 17846 members 
Mstep: Class 6 contains 41302 members 
Mstep: Class 7 contains 26056 members 
Mstep: Class 8 contains 130589 members 
Mstep: Class 9 contains 127630 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 205383 members 
Mstep: Class 12 contains 23790 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65232 members 
Mstep: Class 15 contains 21016 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67555 members 
Mstep: Class 19 contains 153742 members 
Mstep: Class 20 contains 25289 members 
Mstep: Class 21 contains 22902 members 
Mstep: Class 22 contains 6452 members 
Mstep: Class 23 contains 7973 members 
Mstep: Class 24 contains 381663 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16752 members 
Mstep: Class 27 contains 208569 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 4655 members 
Mstep: Class 31 contains 19762 members 
Mstep: Class 32 contains 20595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513888.000000 Penalty: 113876.406250
Iteration 221Q: 33 clusters Score -1.465139e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35453 members 
Mstep: Class 4 contains 13928 members 
Mstep: Class 5 contains 17850 members 
Mstep: Class 6 contains 41314 members 
Mstep: Class 7 contains 26056 members 
Mstep: Class 8 contains 130575 members 
Mstep: Class 9 contains 127757 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205362 members 
Mstep: Class 12 contains 23782 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65232 members 
Mstep: Class 15 contains 21021 members 
Mstep: Class 16 contains 24019 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153739 members 
Mstep: Class 20 contains 25290 members 
Mstep: Class 21 contains 22896 members 
Mstep: Class 22 contains 6474 members 
Mstep: Class 23 contains 7971 members 
Mstep: Class 24 contains 381548 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16747 members 
Mstep: Class 27 contains 208571 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3225 members 
Mstep: Class 30 contains 4658 members 
Mstep: Class 31 contains 19761 members 
Mstep: Class 32 contains 20602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513584.000000 Penalty: 113876.406250
Iteration 222Q: 33 clusters Score -1.465136e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35438 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 17851 members 
Mstep: Class 6 contains 41316 members 
Mstep: Class 7 contains 26057 members 
Mstep: Class 8 contains 130560 members 
Mstep: Class 9 contains 127885 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205339 members 
Mstep: Class 12 contains 23776 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65236 members 
Mstep: Class 15 contains 21027 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67563 members 
Mstep: Class 19 contains 153739 members 
Mstep: Class 20 contains 25290 members 
Mstep: Class 21 contains 22892 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 7968 members 
Mstep: Class 24 contains 381440 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16744 members 
Mstep: Class 27 contains 208562 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3228 members 
Mstep: Class 30 contains 4659 members 
Mstep: Class 31 contains 19765 members 
Mstep: Class 32 contains 20612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513504.000000 Penalty: 113876.406250
Iteration 223Q: 33 clusters Score -1.465135e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35433 members 
Mstep: Class 4 contains 13934 members 
Mstep: Class 5 contains 17854 members 
Mstep: Class 6 contains 41318 members 
Mstep: Class 7 contains 26058 members 
Mstep: Class 8 contains 130552 members 
Mstep: Class 9 contains 127979 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205318 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 65233 members 
Mstep: Class 15 contains 21034 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67566 members 
Mstep: Class 19 contains 153727 members 
Mstep: Class 20 contains 25289 members 
Mstep: Class 21 contains 22886 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 7966 members 
Mstep: Class 24 contains 381355 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16739 members 
Mstep: Class 27 contains 208575 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4659 members 
Mstep: Class 31 contains 19763 members 
Mstep: Class 32 contains 20617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 224Q: 33 clusters Score -1.465136e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35436 members 
Mstep: Class 4 contains 13934 members 
Mstep: Class 5 contains 17853 members 
Mstep: Class 6 contains 41321 members 
Mstep: Class 7 contains 26057 members 
Mstep: Class 8 contains 130536 members 
Mstep: Class 9 contains 128078 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205304 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 65230 members 
Mstep: Class 15 contains 21042 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67563 members 
Mstep: Class 19 contains 153723 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22883 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 7965 members 
Mstep: Class 24 contains 381263 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16733 members 
Mstep: Class 27 contains 208589 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3231 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 19764 members 
Mstep: Class 32 contains 20614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513584.000000 Penalty: 113876.406250
Iteration 225Q: 33 clusters Score -1.465136e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35435 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 17854 members 
Mstep: Class 6 contains 41329 members 
Mstep: Class 7 contains 26058 members 
Mstep: Class 8 contains 130521 members 
Mstep: Class 9 contains 128176 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205297 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21047 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67562 members 
Mstep: Class 19 contains 153718 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22881 members 
Mstep: Class 22 contains 6538 members 
Mstep: Class 23 contains 7963 members 
Mstep: Class 24 contains 381170 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16730 members 
Mstep: Class 27 contains 208596 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3231 members 
Mstep: Class 30 contains 4660 members 
Mstep: Class 31 contains 19766 members 
Mstep: Class 32 contains 20621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 226Q: 33 clusters Score -1.465136e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 35431 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 17858 members 
Mstep: Class 6 contains 41335 members 
Mstep: Class 7 contains 26058 members 
Mstep: Class 8 contains 130516 members 
Mstep: Class 9 contains 128261 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 205283 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65220 members 
Mstep: Class 15 contains 21053 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67559 members 
Mstep: Class 19 contains 153714 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22872 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 7963 members 
Mstep: Class 24 contains 381095 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16728 members 
Mstep: Class 27 contains 208603 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3231 members 
Mstep: Class 30 contains 4659 members 
Mstep: Class 31 contains 19765 members 
Mstep: Class 32 contains 20631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513488.000000 Penalty: 113876.406250
Iteration 227Q: 33 clusters Score -1.465135e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35431 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 17864 members 
Mstep: Class 6 contains 41341 members 
Mstep: Class 7 contains 26060 members 
Mstep: Class 8 contains 130504 members 
Mstep: Class 9 contains 128359 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 205264 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65220 members 
Mstep: Class 15 contains 21061 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153702 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22866 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 7963 members 
Mstep: Class 24 contains 381015 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208602 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4660 members 
Mstep: Class 31 contains 19767 members 
Mstep: Class 32 contains 20639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513536.000000 Penalty: 113876.406250
Iteration 228Q: 33 clusters Score -1.465135e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35427 members 
Mstep: Class 4 contains 13931 members 
Mstep: Class 5 contains 17870 members 
Mstep: Class 6 contains 41346 members 
Mstep: Class 7 contains 26059 members 
Mstep: Class 8 contains 130494 members 
Mstep: Class 9 contains 128456 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 205246 members 
Mstep: Class 12 contains 23763 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65220 members 
Mstep: Class 15 contains 21076 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67556 members 
Mstep: Class 19 contains 153691 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22858 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 7962 members 
Mstep: Class 24 contains 380945 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208604 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4661 members 
Mstep: Class 31 contains 19766 members 
Mstep: Class 32 contains 20644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513360.000000 Penalty: 113876.406250
Iteration 229Q: 33 clusters Score -1.465134e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35429 members 
Mstep: Class 4 contains 13930 members 
Mstep: Class 5 contains 17874 members 
Mstep: Class 6 contains 41345 members 
Mstep: Class 7 contains 26059 members 
Mstep: Class 8 contains 130478 members 
Mstep: Class 9 contains 128561 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 205232 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65216 members 
Mstep: Class 15 contains 21086 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67549 members 
Mstep: Class 19 contains 153684 members 
Mstep: Class 20 contains 25285 members 
Mstep: Class 21 contains 22852 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 7961 members 
Mstep: Class 24 contains 380877 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208609 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4661 members 
Mstep: Class 31 contains 19767 members 
Mstep: Class 32 contains 20644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513520.000000 Penalty: 113876.406250
Iteration 230Q: 33 clusters Score -1.465135e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35428 members 
Mstep: Class 4 contains 13930 members 
Mstep: Class 5 contains 17880 members 
Mstep: Class 6 contains 41354 members 
Mstep: Class 7 contains 26057 members 
Mstep: Class 8 contains 130465 members 
Mstep: Class 9 contains 128675 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 205206 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65218 members 
Mstep: Class 15 contains 21092 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67543 members 
Mstep: Class 19 contains 153681 members 
Mstep: Class 20 contains 25285 members 
Mstep: Class 21 contains 22847 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380798 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208606 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4661 members 
Mstep: Class 31 contains 19770 members 
Mstep: Class 32 contains 20640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513504.000000 Penalty: 113876.406250
Iteration 231Q: 33 clusters Score -1.465135e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35427 members 
Mstep: Class 4 contains 13931 members 
Mstep: Class 5 contains 17882 members 
Mstep: Class 6 contains 41364 members 
Mstep: Class 7 contains 26057 members 
Mstep: Class 8 contains 130450 members 
Mstep: Class 9 contains 128801 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 205177 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65220 members 
Mstep: Class 15 contains 21096 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67536 members 
Mstep: Class 19 contains 153675 members 
Mstep: Class 20 contains 25285 members 
Mstep: Class 21 contains 22843 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380705 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208607 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 19773 members 
Mstep: Class 32 contains 20644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513616.000000 Penalty: 113876.406250
Iteration 232Q: 33 clusters Score -1.465136e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35424 members 
Mstep: Class 4 contains 13929 members 
Mstep: Class 5 contains 17881 members 
Mstep: Class 6 contains 41366 members 
Mstep: Class 7 contains 26057 members 
Mstep: Class 8 contains 130451 members 
Mstep: Class 9 contains 128939 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 205133 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65219 members 
Mstep: Class 15 contains 21096 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67534 members 
Mstep: Class 19 contains 153669 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22844 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380612 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208610 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 19775 members 
Mstep: Class 32 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513520.000000 Penalty: 113876.406250
Iteration 233Q: 33 clusters Score -1.465135e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 13928 members 
Mstep: Class 5 contains 17882 members 
Mstep: Class 6 contains 41370 members 
Mstep: Class 7 contains 26056 members 
Mstep: Class 8 contains 130444 members 
Mstep: Class 9 contains 129048 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 205094 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65220 members 
Mstep: Class 15 contains 21096 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67535 members 
Mstep: Class 19 contains 153671 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22841 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380538 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208618 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 19778 members 
Mstep: Class 32 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513488.000000 Penalty: 113876.406250
Iteration 234Q: 33 clusters Score -1.465135e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35417 members 
Mstep: Class 4 contains 13926 members 
Mstep: Class 5 contains 17883 members 
Mstep: Class 6 contains 41378 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 130433 members 
Mstep: Class 9 contains 129167 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 205072 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21098 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67534 members 
Mstep: Class 19 contains 153674 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22837 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380443 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208621 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 19781 members 
Mstep: Class 32 contains 20647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513440.000000 Penalty: 113876.406250
Iteration 235Q: 33 clusters Score -1.465134e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35416 members 
Mstep: Class 4 contains 13922 members 
Mstep: Class 5 contains 17883 members 
Mstep: Class 6 contains 41386 members 
Mstep: Class 7 contains 26053 members 
Mstep: Class 8 contains 130420 members 
Mstep: Class 9 contains 129282 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 205051 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21102 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67533 members 
Mstep: Class 19 contains 153671 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22834 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380362 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208621 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 19781 members 
Mstep: Class 32 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 236Q: 33 clusters Score -1.465136e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35415 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 17882 members 
Mstep: Class 6 contains 41393 members 
Mstep: Class 7 contains 26050 members 
Mstep: Class 8 contains 130415 members 
Mstep: Class 9 contains 129385 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 205026 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 65226 members 
Mstep: Class 15 contains 21102 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67532 members 
Mstep: Class 19 contains 153671 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22834 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380282 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208622 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4663 members 
Mstep: Class 31 contains 19782 members 
Mstep: Class 32 contains 20649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513360.000000 Penalty: 113876.406250
Iteration 237Q: 33 clusters Score -1.465134e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35414 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 17881 members 
Mstep: Class 6 contains 41400 members 
Mstep: Class 7 contains 26047 members 
Mstep: Class 8 contains 130406 members 
Mstep: Class 9 contains 129502 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 205002 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65221 members 
Mstep: Class 15 contains 21105 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67534 members 
Mstep: Class 19 contains 153671 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22835 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380188 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208627 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4664 members 
Mstep: Class 31 contains 19784 members 
Mstep: Class 32 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513664.000000 Penalty: 113876.406250
Iteration 238Q: 33 clusters Score -1.465137e+08 nChanged 158
Entering ConstructFrom: 
Score: -146513664.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (11481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Entering Unmasked Estep 
Score: -1033228.750000 Penalty: 2318.415283
	Iteration 0F: 2 clusters Score -1033229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1024590.000000 Penalty: 4636.830566
	Iteration 0F: 3 clusters Score -1024590 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1027132.375000 Penalty: 4636.830566
	Iteration 1F: 3 clusters Score -1027132 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1027417.500000 Penalty: 4636.830566
	Iteration 2F: 3 clusters Score -1027418 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1027636.437500 Penalty: 4636.830566
	Iteration 3Q: 3 clusters Score -1027636 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1027844.687500 Penalty: 4636.830566
	Iteration 4Q: 3 clusters Score -1027845 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1028059.187500 Penalty: 4636.830566
	Iteration 5Q: 3 clusters Score -1028059 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1028284.312500 Penalty: 4636.830566
	Iteration 6Q: 3 clusters Score -1028284 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1028540.875000 Penalty: 4636.830566
	Iteration 7Q: 3 clusters Score -1028541 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1028859.187500 Penalty: 4636.830566
	Iteration 8Q: 3 clusters Score -1028859 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1029225.937500 Penalty: 4636.830566
	Iteration 9Q: 3 clusters Score -1029226 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1029571.312500 Penalty: 4636.830566
	Iteration 10Q: 3 clusters Score -1029571 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1029885.062500 Penalty: 4636.830566
	Iteration 11Q: 3 clusters Score -1029885 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1030181.187500 Penalty: 4636.830566
	Iteration 12Q: 3 clusters Score -1030181 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1030443.562500 Penalty: 4636.830566
	Iteration 13Q: 3 clusters Score -1030444 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1030639.375000 Penalty: 4636.830566
	Iteration 14Q: 3 clusters Score -1030639 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1030776.000000 Penalty: 4636.830566
	Iteration 15Q: 3 clusters Score -1030776 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1030884.687500 Penalty: 4636.830566
	Iteration 16Q: 3 clusters Score -1030885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1030955.562500 Penalty: 4636.830566
	Iteration 17Q: 3 clusters Score -1030956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1031011.625000 Penalty: 4636.830566
	Iteration 18Q: 3 clusters Score -1031012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1031063.625000 Penalty: 4636.830566
	Iteration 19Q: 3 clusters Score -1031064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1031101.062500 Penalty: 4636.830566
	Iteration 20F: 3 clusters Score -1031101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1031123.250000 Penalty: 4636.830566
	Iteration 21Q: 3 clusters Score -1031123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1031150.562500 Penalty: 4636.830566
	Iteration 22Q: 3 clusters Score -1031151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1031164.500000 Penalty: 4636.830566
	Iteration 23Q: 3 clusters Score -1031164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1031170.500000 Penalty: 4636.830566
	Iteration 24Q: 3 clusters Score -1031170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1031177.562500 Penalty: 4636.830566
	Iteration 25Q: 3 clusters Score -1031178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1031187.125000 Penalty: 4636.830566
	Iteration 26Q: 3 clusters Score -1031187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1031201.000000 Penalty: 4636.830566
	Iteration 27Q: 3 clusters Score -1031201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1031210.375000 Penalty: 4636.830566
	Iteration 28Q: 3 clusters Score -1031210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1031215.687500 Penalty: 4636.830566
	Iteration 29Q: 3 clusters Score -1031216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1031223.062500 Penalty: 4636.830566
	Iteration 30Q: 3 clusters Score -1031223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1031230.750000 Penalty: 4636.830566
	Iteration 31Q: 3 clusters Score -1031231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1031233.250000 Penalty: 4636.830566
	Iteration 32Q: 3 clusters Score -1031233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1031233.812500 Penalty: 4636.830566
	Iteration 33Q: 3 clusters Score -1031234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1031237.187500 Penalty: 4636.830566
	Iteration 34Q: 3 clusters Score -1031237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1031236.500000 Penalty: 4636.830566
	Iteration 35Q: 3 clusters Score -1031236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1031238.000000 Penalty: 4636.830566
	Iteration 36Q: 3 clusters Score -1031238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1031240.000000 Penalty: 4636.830566
	Iteration 37Q: 3 clusters Score -1031240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1031240.000000 Penalty: 4636.830566
	Iteration 38F: 3 clusters Score -1031240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -175515.968750 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -175516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -172818.109375 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -172818.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -173285.890625 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -173285.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173424.296875 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -173424.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -173512.437500 Penalty: 3794.011230
	Iteration 3F: 3 clusters Score -173512.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -173563.593750 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -173563.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173602.625000 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -173602.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173628.328125 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -173628.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173645.281250 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -173645.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -173658.750000 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -173658.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -173670.921875 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -173670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -173681.828125 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -173681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -173692.875000 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -173692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -173701.765625 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -173701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -173709.171875 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -173709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -173721.250000 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -173721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173732.562500 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -173732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173737.468750 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -173737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173744.593750 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -173744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173747.968750 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -173748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173752.328125 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -173752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173756.765625 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -173756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -173762.375000 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -173762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -173771.000000 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -173771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173775.796875 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -173775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173783.062500 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -173783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173787.156250 Penalty: 3794.011230
	Iteration 25Q: 3 clusters Score -173787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173790.343750 Penalty: 3794.011230
	Iteration 26Q: 3 clusters Score -173790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173793.984375 Penalty: 3794.011230
	Iteration 27Q: 3 clusters Score -173794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -173798.125000 Penalty: 3794.011230
	Iteration 28Q: 3 clusters Score -173798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173801.250000 Penalty: 3794.011230
	Iteration 29Q: 3 clusters Score -173801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173803.468750 Penalty: 3794.011230
	Iteration 30Q: 3 clusters Score -173803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173804.281250 Penalty: 3794.011230
	Iteration 31Q: 3 clusters Score -173804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173806.531250 Penalty: 3794.011230
	Iteration 32Q: 3 clusters Score -173806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -173808.109375 Penalty: 3794.011230
	Iteration 33Q: 3 clusters Score -173808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173812.890625 Penalty: 3794.011230
	Iteration 34Q: 3 clusters Score -173812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173818.500000 Penalty: 3794.011230
	Iteration 35Q: 3 clusters Score -173818.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173826.156250 Penalty: 3794.011230
	Iteration 36Q: 3 clusters Score -173826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173831.921875 Penalty: 3794.011230
	Iteration 37Q: 3 clusters Score -173831.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173837.250000 Penalty: 3794.011230
	Iteration 38Q: 3 clusters Score -173837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173841.031250 Penalty: 3794.011230
	Iteration 39Q: 3 clusters Score -173841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173844.875000 Penalty: 3794.011230
	Iteration 40F: 3 clusters Score -173844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -173848.828125 Penalty: 3794.011230
	Iteration 41Q: 3 clusters Score -173848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -173852.484375 Penalty: 3794.011230
	Iteration 42Q: 3 clusters Score -173852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -173853.578125 Penalty: 3794.011230
	Iteration 43Q: 3 clusters Score -173853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -173853.859375 Penalty: 3794.011230
	Iteration 44Q: 3 clusters Score -173853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173855.625000 Penalty: 3794.011230
	Iteration 45Q: 3 clusters Score -173855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173856.796875 Penalty: 3794.011230
	Iteration 46Q: 3 clusters Score -173856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -173859.375000 Penalty: 3794.011230
	Iteration 47Q: 3 clusters Score -173859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -173860.953125 Penalty: 3794.011230
	Iteration 48Q: 3 clusters Score -173861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -173860.953125 Penalty: 3794.011230
	Iteration 49F: 3 clusters Score -173861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Entering Unmasked Estep 
Score: -3086976.500000 Penalty: 2597.751953
	Iteration 0F: 2 clusters Score -3086976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3062979.250000 Penalty: 5195.503906
	Iteration 0F: 3 clusters Score -3062979 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3071828.750000 Penalty: 5195.503906
	Iteration 1F: 3 clusters Score -3071829 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3072619.250000 Penalty: 5195.503906
	Iteration 2F: 3 clusters Score -3072619 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3073604.000000 Penalty: 5195.503906
	Iteration 3F: 3 clusters Score -3073604 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3074824.250000 Penalty: 5195.503906
	Iteration 4F: 3 clusters Score -3074824 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3076041.750000 Penalty: 5195.503906
	Iteration 5F: 3 clusters Score -3076042 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3077167.250000 Penalty: 5195.503906
	Iteration 6F: 3 clusters Score -3077167 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3078221.250000 Penalty: 5195.503906
	Iteration 7F: 3 clusters Score -3078221 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3079336.250000 Penalty: 5195.503906
	Iteration 8F: 3 clusters Score -3079336 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3080259.750000 Penalty: 5195.503906
	Iteration 9Q: 3 clusters Score -3080260 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3081009.250000 Penalty: 5195.503906
	Iteration 10Q: 3 clusters Score -3081009 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3081555.750000 Penalty: 5195.503906
	Iteration 11Q: 3 clusters Score -3081556 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3081880.250000 Penalty: 5195.503906
	Iteration 12Q: 3 clusters Score -3081880 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3082066.250000 Penalty: 5195.503906
	Iteration 13Q: 3 clusters Score -3082066 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3082167.750000 Penalty: 5195.503906
	Iteration 14Q: 3 clusters Score -3082168 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3082236.000000 Penalty: 5195.503906
	Iteration 15Q: 3 clusters Score -3082236 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3082298.750000 Penalty: 5195.503906
	Iteration 16Q: 3 clusters Score -3082299 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3082331.250000 Penalty: 5195.503906
	Iteration 17Q: 3 clusters Score -3082331 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3082395.250000 Penalty: 5195.503906
	Iteration 18Q: 3 clusters Score -3082395 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3082446.500000 Penalty: 5195.503906
	Iteration 19Q: 3 clusters Score -3082446 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3082503.250000 Penalty: 5195.503906
	Iteration 20F: 3 clusters Score -3082503 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3082544.000000 Penalty: 5195.503906
	Iteration 21Q: 3 clusters Score -3082544 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3082580.250000 Penalty: 5195.503906
	Iteration 22Q: 3 clusters Score -3082580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3082649.500000 Penalty: 5195.503906
	Iteration 23Q: 3 clusters Score -3082650 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3082683.500000 Penalty: 5195.503906
	Iteration 24Q: 3 clusters Score -3082684 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3082724.000000 Penalty: 5195.503906
	Iteration 25Q: 3 clusters Score -3082724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3082753.000000 Penalty: 5195.503906
	Iteration 26Q: 3 clusters Score -3082753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3082786.750000 Penalty: 5195.503906
	Iteration 27Q: 3 clusters Score -3082787 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3082844.250000 Penalty: 5195.503906
	Iteration 28Q: 3 clusters Score -3082844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3082867.500000 Penalty: 5195.503906
	Iteration 29Q: 3 clusters Score -3082868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3082925.000000 Penalty: 5195.503906
	Iteration 30Q: 3 clusters Score -3082925 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3082969.000000 Penalty: 5195.503906
	Iteration 31Q: 3 clusters Score -3082969 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3083021.250000 Penalty: 5195.503906
	Iteration 32Q: 3 clusters Score -3083021 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3083070.000000 Penalty: 5195.503906
	Iteration 33Q: 3 clusters Score -3083070 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3083106.500000 Penalty: 5195.503906
	Iteration 34Q: 3 clusters Score -3083106 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3083157.000000 Penalty: 5195.503906
	Iteration 35Q: 3 clusters Score -3083157 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3083197.750000 Penalty: 5195.503906
	Iteration 36Q: 3 clusters Score -3083198 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3083245.000000 Penalty: 5195.503906
	Iteration 37Q: 3 clusters Score -3083245 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3083304.250000 Penalty: 5195.503906
	Iteration 38Q: 3 clusters Score -3083304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3083385.250000 Penalty: 5195.503906
	Iteration 39Q: 3 clusters Score -3083385 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3083472.250000 Penalty: 5195.503906
	Iteration 40F: 3 clusters Score -3083472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3083597.000000 Penalty: 5195.503906
	Iteration 41Q: 3 clusters Score -3083597 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3083744.750000 Penalty: 5195.503906
	Iteration 42Q: 3 clusters Score -3083745 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3083919.250000 Penalty: 5195.503906
	Iteration 43Q: 3 clusters Score -3083919 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3084074.000000 Penalty: 5195.503906
	Iteration 44Q: 3 clusters Score -3084074 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3084210.250000 Penalty: 5195.503906
	Iteration 45Q: 3 clusters Score -3084210 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3084346.750000 Penalty: 5195.503906
	Iteration 46Q: 3 clusters Score -3084347 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3084444.250000 Penalty: 5195.503906
	Iteration 47Q: 3 clusters Score -3084444 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3084482.000000 Penalty: 5195.503906
	Iteration 48Q: 3 clusters Score -3084482 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3084509.250000 Penalty: 5195.503906
	Iteration 49Q: 3 clusters Score -3084509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3084545 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3084584 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3084582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3084600.000000 Penalty: 5195.503906
	Iteration 53Q: 3 clusters Score -3084600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3084609.000000 Penalty: 5195.503906
	Iteration 54Q: 3 clusters Score -3084609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3084616.750000 Penalty: 5195.503906
	Iteration 55Q: 3 clusters Score -3084617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3084632.000000 Penalty: 5195.503906
	Iteration 56Q: 3 clusters Score -3084632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3084630.500000 Penalty: 5195.503906
	Iteration 57Q: 3 clusters Score -3084630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3084635.250000 Penalty: 5195.503906
	Iteration 58Q: 3 clusters Score -3084635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3084635.750000 Penalty: 5195.503906
	Iteration 59Q: 3 clusters Score -3084636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3084632.000000 Penalty: 5195.503906
	Iteration 60F: 3 clusters Score -3084632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3084636.000000 Penalty: 5195.503906
	Iteration 61Q: 3 clusters Score -3084636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3084636.250000 Penalty: 5195.503906
	Iteration 62Q: 3 clusters Score -3084636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3084632.250000 Penalty: 5195.503906
	Iteration 63Q: 3 clusters Score -3084632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3084638.000000 Penalty: 5195.503906
	Iteration 64Q: 3 clusters Score -3084638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3084647.500000 Penalty: 5195.503906
	Iteration 65Q: 3 clusters Score -3084648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3084647.500000 Penalty: 5195.503906
	Iteration 66Q: 3 clusters Score -3084648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3084651.750000 Penalty: 5195.503906
	Iteration 67Q: 3 clusters Score -3084652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3084651.500000 Penalty: 5195.503906
	Iteration 68Q: 3 clusters Score -3084652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3084656.250000 Penalty: 5195.503906
	Iteration 69Q: 3 clusters Score -3084656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3084661.750000 Penalty: 5195.503906
	Iteration 70Q: 3 clusters Score -3084662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3084661.250000 Penalty: 5195.503906
	Iteration 71Q: 3 clusters Score -3084661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3084665.750000 Penalty: 5195.503906
	Iteration 72Q: 3 clusters Score -3084666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3084675.000000 Penalty: 5195.503906
	Iteration 73Q: 3 clusters Score -3084675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3084666.000000 Penalty: 5195.503906
	Iteration 74Q: 3 clusters Score -3084666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3084672.250000 Penalty: 5195.503906
	Iteration 75Q: 3 clusters Score -3084672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3084673.750000 Penalty: 5195.503906
	Iteration 76Q: 3 clusters Score -3084674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3084675.500000 Penalty: 5195.503906
	Iteration 77Q: 3 clusters Score -3084676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3084679.750000 Penalty: 5195.503906
	Iteration 78Q: 3 clusters Score -3084680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3084678.000000 Penalty: 5195.503906
	Iteration 79Q: 3 clusters Score -3084678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3084678.250000 Penalty: 5195.503906
	Iteration 80F: 3 clusters Score -3084678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3084686.500000 Penalty: 5195.503906
	Iteration 81Q: 3 clusters Score -3084686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3084686.000000 Penalty: 5195.503906
	Iteration 82Q: 3 clusters Score -3084686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3084686.500000 Penalty: 5195.503906
	Iteration 83Q: 3 clusters Score -3084686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3084686.250000 Penalty: 5195.503906
	Iteration 84Q: 3 clusters Score -3084686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3084691.500000 Penalty: 5195.503906
	Iteration 85Q: 3 clusters Score -3084692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3084703.250000 Penalty: 5195.503906
	Iteration 86Q: 3 clusters Score -3084703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3084712.500000 Penalty: 5195.503906
	Iteration 87Q: 3 clusters Score -3084712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3084700.250000 Penalty: 5195.503906
	Iteration 88Q: 3 clusters Score -3084700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3084715.250000 Penalty: 5195.503906
	Iteration 89Q: 3 clusters Score -3084715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3084709.000000 Penalty: 5195.503906
	Iteration 90Q: 3 clusters Score -3084709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3084721.250000 Penalty: 5195.503906
	Iteration 91Q: 3 clusters Score -3084721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3084719.500000 Penalty: 5195.503906
	Iteration 92Q: 3 clusters Score -3084720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3084721.750000 Penalty: 5195.503906
	Iteration 93Q: 3 clusters Score -3084722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3084730.250000 Penalty: 5195.503906
	Iteration 94Q: 3 clusters Score -3084730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3084730.500000 Penalty: 5195.503906
	Iteration 95Q: 3 clusters Score -3084730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3084732.250000 Penalty: 5195.503906
	Iteration 96Q: 3 clusters Score -3084732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3084741.000000 Penalty: 5195.503906
	Iteration 97Q: 3 clusters Score -3084741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3084738.750000 Penalty: 5195.503906
	Iteration 98Q: 3 clusters Score -3084739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3084735.500000 Penalty: 5195.503906
	Iteration 99Q: 3 clusters Score -3084736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3084738.750000 Penalty: 5195.503906
	Iteration 100F: 3 clusters Score -3084739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3084739.750000 Penalty: 5195.503906
	Iteration 101Q: 3 clusters Score -3084740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3084739.750000 Penalty: 5195.503906
	Iteration 102Q: 3 clusters Score -3084740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3084744.000000 Penalty: 5195.503906
	Iteration 103Q: 3 clusters Score -3084744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3084740.500000 Penalty: 5195.503906
	Iteration 104Q: 3 clusters Score -3084740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3084748.000000 Penalty: 5195.503906
	Iteration 105Q: 3 clusters Score -3084748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3084758.750000 Penalty: 5195.503906
	Iteration 106Q: 3 clusters Score -3084759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3084752.250000 Penalty: 5195.503906
	Iteration 107Q: 3 clusters Score -3084752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3084759.750000 Penalty: 5195.503906
	Iteration 108Q: 3 clusters Score -3084760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3084755.000000 Penalty: 5195.503906
	Iteration 109Q: 3 clusters Score -3084755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3084748.500000 Penalty: 5195.503906
	Iteration 110Q: 3 clusters Score -3084748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3084756.750000 Penalty: 5195.503906
	Iteration 111Q: 3 clusters Score -3084757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3084763.000000 Penalty: 5195.503906
	Iteration 112Q: 3 clusters Score -3084763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3084760.500000 Penalty: 5195.503906
	Iteration 113Q: 3 clusters Score -3084760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3084757.500000 Penalty: 5195.503906
	Iteration 114Q: 3 clusters Score -3084758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3084759.250000 Penalty: 5195.503906
	Iteration 115Q: 3 clusters Score -3084759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3084762.000000 Penalty: 5195.503906
	Iteration 116Q: 3 clusters Score -3084762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3084760.000000 Penalty: 5195.503906
	Iteration 117Q: 3 clusters Score -3084760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3084759.750000 Penalty: 5195.503906
	Iteration 118Q: 3 clusters Score -3084760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3084758.750000 Penalty: 5195.503906
	Iteration 119Q: 3 clusters Score -3084759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3084766.750000 Penalty: 5195.503906
	Iteration 120F: 3 clusters Score -3084767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3084761.000000 Penalty: 5195.503906
	Iteration 121Q: 3 clusters Score -3084761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3084760.000000 Penalty: 5195.503906
	Iteration 122Q: 3 clusters Score -3084760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3084760.750000 Penalty: 5195.503906
	Iteration 123Q: 3 clusters Score -3084761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3084764.000000 Penalty: 5195.503906
	Iteration 124Q: 3 clusters Score -3084764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3084769.000000 Penalty: 5195.503906
	Iteration 125Q: 3 clusters Score -3084769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3084764.000000 Penalty: 5195.503906
	Iteration 126Q: 3 clusters Score -3084764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3084762.000000 Penalty: 5195.503906
	Iteration 127Q: 3 clusters Score -3084762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3084762.500000 Penalty: 5195.503906
	Iteration 128Q: 3 clusters Score -3084762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3084762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3084762.000000 Penalty: 5195.503906
	Iteration 130F: 3 clusters Score -3084762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Entering Unmasked Estep 
Score: -1244673.250000 Penalty: 2366.188477
	Iteration 0F: 2 clusters Score -1244673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1234498.250000 Penalty: 4732.376953
	Iteration 0F: 3 clusters Score -1234498 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1237723.500000 Penalty: 4732.376953
	Iteration 1F: 3 clusters Score -1237724 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1238157.375000 Penalty: 4732.376953
	Iteration 2F: 3 clusters Score -1238157 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1238445.750000 Penalty: 4732.376953
	Iteration 3F: 3 clusters Score -1238446 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1238676.875000 Penalty: 4732.376953
	Iteration 4Q: 3 clusters Score -1238677 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1238868.625000 Penalty: 4732.376953
	Iteration 5Q: 3 clusters Score -1238869 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1239067.250000 Penalty: 4732.376953
	Iteration 6Q: 3 clusters Score -1239067 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1239325.125000 Penalty: 4732.376953
	Iteration 7Q: 3 clusters Score -1239325 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1239616.625000 Penalty: 4732.376953
	Iteration 8Q: 3 clusters Score -1239617 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1239961.375000 Penalty: 4732.376953
	Iteration 9Q: 3 clusters Score -1239961 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1240357.625000 Penalty: 4732.376953
	Iteration 10Q: 3 clusters Score -1240358 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1240750.000000 Penalty: 4732.376953
	Iteration 11Q: 3 clusters Score -1240750 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1241083.375000 Penalty: 4732.376953
	Iteration 12Q: 3 clusters Score -1241083 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1241393.125000 Penalty: 4732.376953
	Iteration 13Q: 3 clusters Score -1241393 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1241706.000000 Penalty: 4732.376953
	Iteration 14Q: 3 clusters Score -1241706 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1241991.250000 Penalty: 4732.376953
	Iteration 15Q: 3 clusters Score -1241991 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1242266.750000 Penalty: 4732.376953
	Iteration 16Q: 3 clusters Score -1242267 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1242519.750000 Penalty: 4732.376953
	Iteration 17Q: 3 clusters Score -1242520 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1242726.125000 Penalty: 4732.376953
	Iteration 18Q: 3 clusters Score -1242726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1242879.625000 Penalty: 4732.376953
	Iteration 19Q: 3 clusters Score -1242880 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1242996.625000 Penalty: 4732.376953
	Iteration 20F: 3 clusters Score -1242997 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1243089.000000 Penalty: 4732.376953
	Iteration 21Q: 3 clusters Score -1243089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1243158.375000 Penalty: 4732.376953
	Iteration 22Q: 3 clusters Score -1243158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1243218.250000 Penalty: 4732.376953
	Iteration 23Q: 3 clusters Score -1243218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1243274.875000 Penalty: 4732.376953
	Iteration 24Q: 3 clusters Score -1243275 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1243334.500000 Penalty: 4732.376953
	Iteration 25Q: 3 clusters Score -1243334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1243386.125000 Penalty: 4732.376953
	Iteration 26Q: 3 clusters Score -1243386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1243429.375000 Penalty: 4732.376953
	Iteration 27Q: 3 clusters Score -1243429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1243464.250000 Penalty: 4732.376953
	Iteration 28Q: 3 clusters Score -1243464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1243486.750000 Penalty: 4732.376953
	Iteration 29Q: 3 clusters Score -1243487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1243505.500000 Penalty: 4732.376953
	Iteration 30Q: 3 clusters Score -1243506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1243515.625000 Penalty: 4732.376953
	Iteration 31Q: 3 clusters Score -1243516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1243524.250000 Penalty: 4732.376953
	Iteration 32Q: 3 clusters Score -1243524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1243533.875000 Penalty: 4732.376953
	Iteration 33Q: 3 clusters Score -1243534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1243544.250000 Penalty: 4732.376953
	Iteration 34Q: 3 clusters Score -1243544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1243548.625000 Penalty: 4732.376953
	Iteration 35Q: 3 clusters Score -1243549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1243559.375000 Penalty: 4732.376953
	Iteration 36Q: 3 clusters Score -1243559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1243559.125000 Penalty: 4732.376953
	Iteration 37Q: 3 clusters Score -1243559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1243559.375000 Penalty: 4732.376953
	Iteration 38Q: 3 clusters Score -1243559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1243565.625000 Penalty: 4732.376953
	Iteration 39Q: 3 clusters Score -1243566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1243569.750000 Penalty: 4732.376953
	Iteration 40F: 3 clusters Score -1243570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1243568.875000 Penalty: 4732.376953
	Iteration 41Q: 3 clusters Score -1243569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1243570.500000 Penalty: 4732.376953
	Iteration 42Q: 3 clusters Score -1243570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1243570.500000 Penalty: 4732.376953
	Iteration 43F: 3 clusters Score -1243570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Entering Unmasked Estep 
Score: -1543378.875000 Penalty: 2428.318359
	Iteration 0F: 2 clusters Score -1543379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1530733.500000 Penalty: 4856.636719
	Iteration 0F: 3 clusters Score -1530734 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1534957.625000 Penalty: 4856.636719
	Iteration 1F: 3 clusters Score -1534958 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1535514.250000 Penalty: 4856.636719
	Iteration 2F: 3 clusters Score -1535514 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1536094.250000 Penalty: 4856.636719
	Iteration 3F: 3 clusters Score -1536094 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1536756.125000 Penalty: 4856.636719
	Iteration 4F: 3 clusters Score -1536756 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1537494.875000 Penalty: 4856.636719
	Iteration 5F: 3 clusters Score -1537495 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1538241.000000 Penalty: 4856.636719
	Iteration 6F: 3 clusters Score -1538241 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1538849.125000 Penalty: 4856.636719
	Iteration 7F: 3 clusters Score -1538849 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1539275.500000 Penalty: 4856.636719
	Iteration 8Q: 3 clusters Score -1539276 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1539587.500000 Penalty: 4856.636719
	Iteration 9Q: 3 clusters Score -1539588 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1539814.375000 Penalty: 4856.636719
	Iteration 10Q: 3 clusters Score -1539814 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1539976.375000 Penalty: 4856.636719
	Iteration 11Q: 3 clusters Score -1539976 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1540113.375000 Penalty: 4856.636719
	Iteration 12Q: 3 clusters Score -1540113 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1540252.000000 Penalty: 4856.636719
	Iteration 13Q: 3 clusters Score -1540252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1540374.750000 Penalty: 4856.636719
	Iteration 14Q: 3 clusters Score -1540375 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1540490.375000 Penalty: 4856.636719
	Iteration 15Q: 3 clusters Score -1540490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1540599.000000 Penalty: 4856.636719
	Iteration 16Q: 3 clusters Score -1540599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1540686.750000 Penalty: 4856.636719
	Iteration 17Q: 3 clusters Score -1540687 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1540776.375000 Penalty: 4856.636719
	Iteration 18Q: 3 clusters Score -1540776 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1540868.125000 Penalty: 4856.636719
	Iteration 19Q: 3 clusters Score -1540868 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1540937.625000 Penalty: 4856.636719
	Iteration 20F: 3 clusters Score -1540938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1540992.875000 Penalty: 4856.636719
	Iteration 21Q: 3 clusters Score -1540993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1541047.625000 Penalty: 4856.636719
	Iteration 22Q: 3 clusters Score -1541048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1541088.125000 Penalty: 4856.636719
	Iteration 23Q: 3 clusters Score -1541088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1541117.000000 Penalty: 4856.636719
	Iteration 24Q: 3 clusters Score -1541117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1541147.500000 Penalty: 4856.636719
	Iteration 25Q: 3 clusters Score -1541148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1541169.875000 Penalty: 4856.636719
	Iteration 26Q: 3 clusters Score -1541170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1541189.375000 Penalty: 4856.636719
	Iteration 27Q: 3 clusters Score -1541189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1541200.625000 Penalty: 4856.636719
	Iteration 28Q: 3 clusters Score -1541201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1541214.000000 Penalty: 4856.636719
	Iteration 29Q: 3 clusters Score -1541214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1541226.250000 Penalty: 4856.636719
	Iteration 30Q: 3 clusters Score -1541226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1541227.625000 Penalty: 4856.636719
	Iteration 31Q: 3 clusters Score -1541228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1541231.000000 Penalty: 4856.636719
	Iteration 32Q: 3 clusters Score -1541231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1541235.750000 Penalty: 4856.636719
	Iteration 33Q: 3 clusters Score -1541236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1541238.375000 Penalty: 4856.636719
	Iteration 34Q: 3 clusters Score -1541238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1541239.750000 Penalty: 4856.636719
	Iteration 35Q: 3 clusters Score -1541240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1541240.125000 Penalty: 4856.636719
	Iteration 36Q: 3 clusters Score -1541240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1541240.125000 Penalty: 4856.636719
	Iteration 37F: 3 clusters Score -1541240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Entering Unmasked Estep 
Score: -3688121.250000 Penalty: 2636.539062
	Iteration 0F: 2 clusters Score -3688121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3660179.250000 Penalty: 5273.078125
	Iteration 0F: 3 clusters Score -3660179 nChanged 18869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3670498.250000 Penalty: 5273.078125
	Iteration 1F: 3 clusters Score -3670498 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3671035.000000 Penalty: 5273.078125
	Iteration 2Q: 3 clusters Score -3671035 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3671551.250000 Penalty: 5273.078125
	Iteration 3Q: 3 clusters Score -3671551 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3672127.500000 Penalty: 5273.078125
	Iteration 4Q: 3 clusters Score -3672128 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3672756.000000 Penalty: 5273.078125
	Iteration 5Q: 3 clusters Score -3672756 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3673662.750000 Penalty: 5273.078125
	Iteration 6Q: 3 clusters Score -3673663 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3674952.000000 Penalty: 5273.078125
	Iteration 7F: 3 clusters Score -3674952 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3676769.250000 Penalty: 5273.078125
	Iteration 8F: 3 clusters Score -3676769 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3678811.750000 Penalty: 5273.078125
	Iteration 9F: 3 clusters Score -3678812 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3681115.000000 Penalty: 5273.078125
	Iteration 10F: 3 clusters Score -3681115 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3682937.250000 Penalty: 5273.078125
	Iteration 11F: 3 clusters Score -3682937 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3684221.500000 Penalty: 5273.078125
	Iteration 12Q: 3 clusters Score -3684222 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3684890.000000 Penalty: 5273.078125
	Iteration 13Q: 3 clusters Score -3684890 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3685277.000000 Penalty: 5273.078125
	Iteration 14Q: 3 clusters Score -3685277 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3685508.750000 Penalty: 5273.078125
	Iteration 15Q: 3 clusters Score -3685509 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3685647.000000 Penalty: 5273.078125
	Iteration 16Q: 3 clusters Score -3685647 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3685725.250000 Penalty: 5273.078125
	Iteration 17Q: 3 clusters Score -3685725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3685774.500000 Penalty: 5273.078125
	Iteration 18Q: 3 clusters Score -3685774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3685798.000000 Penalty: 5273.078125
	Iteration 19Q: 3 clusters Score -3685798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3685813.250000 Penalty: 5273.078125
	Iteration 20F: 3 clusters Score -3685813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3685828.750000 Penalty: 5273.078125
	Iteration 21Q: 3 clusters Score -3685829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3685842.000000 Penalty: 5273.078125
	Iteration 22Q: 3 clusters Score -3685842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3685854.250000 Penalty: 5273.078125
	Iteration 23Q: 3 clusters Score -3685854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3685860.500000 Penalty: 5273.078125
	Iteration 24Q: 3 clusters Score -3685860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3685863.000000 Penalty: 5273.078125
	Iteration 25Q: 3 clusters Score -3685863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3685869.500000 Penalty: 5273.078125
	Iteration 26Q: 3 clusters Score -3685870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3685867.500000 Penalty: 5273.078125
	Iteration 27Q: 3 clusters Score -3685868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3685870.750000 Penalty: 5273.078125
	Iteration 28Q: 3 clusters Score -3685871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3685876.250000 Penalty: 5273.078125
	Iteration 29Q: 3 clusters Score -3685876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3685877.500000 Penalty: 5273.078125
	Iteration 30Q: 3 clusters Score -3685878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3685880.000000 Penalty: 5273.078125
	Iteration 31Q: 3 clusters Score -3685880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3685884.000000 Penalty: 5273.078125
	Iteration 32Q: 3 clusters Score -3685884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3685889.250000 Penalty: 5273.078125
	Iteration 33Q: 3 clusters Score -3685889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3685892.000000 Penalty: 5273.078125
	Iteration 34Q: 3 clusters Score -3685892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3685891.500000 Penalty: 5273.078125
	Iteration 35Q: 3 clusters Score -3685892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3685888.750000 Penalty: 5273.078125
	Iteration 36Q: 3 clusters Score -3685889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3685895.250000 Penalty: 5273.078125
	Iteration 37Q: 3 clusters Score -3685895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3685896.500000 Penalty: 5273.078125
	Iteration 38Q: 3 clusters Score -3685896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3685898.500000 Penalty: 5273.078125
	Iteration 39Q: 3 clusters Score -3685898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3685906.000000 Penalty: 5273.078125
	Iteration 40F: 3 clusters Score -3685906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3685910.250000 Penalty: 5273.078125
	Iteration 41Q: 3 clusters Score -3685910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3685912.750000 Penalty: 5273.078125
	Iteration 42Q: 3 clusters Score -3685913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3685910.000000 Penalty: 5273.078125
	Iteration 43Q: 3 clusters Score -3685910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3685910.000000 Penalty: 5273.078125
	Iteration 44F: 3 clusters Score -3685910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Entering Unmasked Estep 
Score: -2351732.500000 Penalty: 2521.579102
	Iteration 0F: 2 clusters Score -2351732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2333758.500000 Penalty: 5043.158203
	Iteration 0F: 3 clusters Score -2333758 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2340119.250000 Penalty: 5043.158203
	Iteration 1F: 3 clusters Score -2340119 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2340623.000000 Penalty: 5043.158203
	Iteration 2F: 3 clusters Score -2340623 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2341096.000000 Penalty: 5043.158203
	Iteration 3Q: 3 clusters Score -2341096 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2341575.000000 Penalty: 5043.158203
	Iteration 4Q: 3 clusters Score -2341575 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2342071.000000 Penalty: 5043.158203
	Iteration 5Q: 3 clusters Score -2342071 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2342584.000000 Penalty: 5043.158203
	Iteration 6Q: 3 clusters Score -2342584 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2343083.000000 Penalty: 5043.158203
	Iteration 7Q: 3 clusters Score -2343083 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2343620.250000 Penalty: 5043.158203
	Iteration 8Q: 3 clusters Score -2343620 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2344208.750000 Penalty: 5043.158203
	Iteration 9Q: 3 clusters Score -2344209 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2344857.500000 Penalty: 5043.158203
	Iteration 10Q: 3 clusters Score -2344858 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2345564.500000 Penalty: 5043.158203
	Iteration 11Q: 3 clusters Score -2345564 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2346301.750000 Penalty: 5043.158203
	Iteration 12Q: 3 clusters Score -2346302 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2346981.750000 Penalty: 5043.158203
	Iteration 13Q: 3 clusters Score -2346982 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2347516.250000 Penalty: 5043.158203
	Iteration 14Q: 3 clusters Score -2347516 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2347905.000000 Penalty: 5043.158203
	Iteration 15Q: 3 clusters Score -2347905 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2348240.750000 Penalty: 5043.158203
	Iteration 16Q: 3 clusters Score -2348241 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2348551.250000 Penalty: 5043.158203
	Iteration 17Q: 3 clusters Score -2348551 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2348832.000000 Penalty: 5043.158203
	Iteration 18Q: 3 clusters Score -2348832 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2349074.500000 Penalty: 5043.158203
	Iteration 19Q: 3 clusters Score -2349074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2349266.750000 Penalty: 5043.158203
	Iteration 20F: 3 clusters Score -2349267 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2349421.250000 Penalty: 5043.158203
	Iteration 21Q: 3 clusters Score -2349421 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2349503.000000 Penalty: 5043.158203
	Iteration 22Q: 3 clusters Score -2349503 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2349588.500000 Penalty: 5043.158203
	Iteration 23Q: 3 clusters Score -2349588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2349651.000000 Penalty: 5043.158203
	Iteration 24Q: 3 clusters Score -2349651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2349698.250000 Penalty: 5043.158203
	Iteration 25Q: 3 clusters Score -2349698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2349729.750000 Penalty: 5043.158203
	Iteration 26Q: 3 clusters Score -2349730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -2349761.500000 Penalty: 5043.158203
	Iteration 27Q: 3 clusters Score -2349762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2349794.250000 Penalty: 5043.158203
	Iteration 28Q: 3 clusters Score -2349794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2349815.750000 Penalty: 5043.158203
	Iteration 29Q: 3 clusters Score -2349816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2349826.750000 Penalty: 5043.158203
	Iteration 30Q: 3 clusters Score -2349827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -2349835.500000 Penalty: 5043.158203
	Iteration 31Q: 3 clusters Score -2349836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2349845.000000 Penalty: 5043.158203
	Iteration 32Q: 3 clusters Score -2349845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2349863.250000 Penalty: 5043.158203
	Iteration 33Q: 3 clusters Score -2349863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2349872.000000 Penalty: 5043.158203
	Iteration 34Q: 3 clusters Score -2349872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -2349875.250000 Penalty: 5043.158203
	Iteration 35Q: 3 clusters Score -2349875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -2349879.500000 Penalty: 5043.158203
	Iteration 36Q: 3 clusters Score -2349880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2349877.500000 Penalty: 5043.158203
	Iteration 37Q: 3 clusters Score -2349878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2349878.250000 Penalty: 5043.158203
	Iteration 38Q: 3 clusters Score -2349878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2349877.250000 Penalty: 5043.158203
	Iteration 39Q: 3 clusters Score -2349877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2349881.750000 Penalty: 5043.158203
	Iteration 40F: 3 clusters Score -2349882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (130401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Entering Unmasked Estep 
Score: -11890258.000000 Penalty: 2921.035645
	Iteration 0F: 2 clusters Score -1.189026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -11802946.000000 Penalty: 5842.071289
	Iteration 0F: 3 clusters Score -1.180295e+07 nChanged 62057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -11838984.000000 Penalty: 5842.071289
	Iteration 1F: 3 clusters Score -1.183898e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -11840016.000000 Penalty: 5842.071289
	Iteration 2Q: 3 clusters Score -1.184002e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -11841565.000000 Penalty: 5842.071289
	Iteration 3Q: 3 clusters Score -1.184156e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -11843831.000000 Penalty: 5842.071289
	Iteration 4Q: 3 clusters Score -1.184383e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -11847568.000000 Penalty: 5842.071289
	Iteration 5F: 3 clusters Score -1.184757e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -11853306.000000 Penalty: 5842.071289
	Iteration 6F: 3 clusters Score -1.185331e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -11861877.000000 Penalty: 5842.071289
	Iteration 7F: 3 clusters Score -1.186188e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -11871782.000000 Penalty: 5842.071289
	Iteration 8F: 3 clusters Score -1.187178e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -11879659.000000 Penalty: 5842.071289
	Iteration 9F: 3 clusters Score -1.187966e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -11884483.000000 Penalty: 5842.071289
	Iteration 10Q: 3 clusters Score -1.188448e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -11886333.000000 Penalty: 5842.071289
	Iteration 11Q: 3 clusters Score -1.188633e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -11887082.000000 Penalty: 5842.071289
	Iteration 12Q: 3 clusters Score -1.188708e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 129713 members 
Entering Unmasked Estep 
Score: -11887337.000000 Penalty: 5842.071289
	Iteration 13Q: 3 clusters Score -1.188734e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -11887486.000000 Penalty: 5842.071289
	Iteration 14Q: 3 clusters Score -1.188749e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -11887547.000000 Penalty: 5842.071289
	Iteration 15Q: 3 clusters Score -1.188755e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -11887585.000000 Penalty: 5842.071289
	Iteration 16Q: 3 clusters Score -1.188758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 129965 members 
Entering Unmasked Estep 
Score: -11887622.000000 Penalty: 5842.071289
	Iteration 17Q: 3 clusters Score -1.188762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 129978 members 
Entering Unmasked Estep 
Score: -11887627.000000 Penalty: 5842.071289
	Iteration 18Q: 3 clusters Score -1.188763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -11887653.000000 Penalty: 5842.071289
	Iteration 19Q: 3 clusters Score -1.188765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -11887682.000000 Penalty: 5842.071289
	Iteration 20F: 3 clusters Score -1.188768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -11887706.000000 Penalty: 5842.071289
	Iteration 21Q: 3 clusters Score -1.188771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -11887712.000000 Penalty: 5842.071289
	Iteration 22Q: 3 clusters Score -1.188771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 130017 members 
Entering Unmasked Estep 
Score: -11887713.000000 Penalty: 5842.071289
	Iteration 23Q: 3 clusters Score -1.188771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -11887714.000000 Penalty: 5842.071289
	Iteration 24Q: 3 clusters Score -1.188771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 130017 members 
Entering Unmasked Estep 
Score: -11887714.000000 Penalty: 5842.071289
	Iteration 25Q: 3 clusters Score -1.188771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -11887712.000000 Penalty: 5842.071289
	Iteration 26Q: 3 clusters Score -1.188771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -11887708.000000 Penalty: 5842.071289
	Iteration 27Q: 3 clusters Score -1.188771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -11887721.000000 Penalty: 5842.071289
	Iteration 28Q: 3 clusters Score -1.188772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -11887717.000000 Penalty: 5842.071289
	Iteration 29Q: 3 clusters Score -1.188772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 130029 members 
Entering Unmasked Estep 
Score: -11887724.000000 Penalty: 5842.071289
	Iteration 30Q: 3 clusters Score -1.188772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -11887712.000000 Penalty: 5842.071289
	Iteration 31Q: 3 clusters Score -1.188771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -11887717.000000 Penalty: 5842.071289
	Iteration 32Q: 3 clusters Score -1.188772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -11887723.000000 Penalty: 5842.071289
	Iteration 33Q: 3 clusters Score -1.188772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -11887725.000000 Penalty: 5842.071289
	Iteration 34Q: 3 clusters Score -1.188772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -11887724.000000 Penalty: 5842.071289
	Iteration 35Q: 3 clusters Score -1.188772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 130035 members 
Entering Unmasked Estep 
Score: -11887731.000000 Penalty: 5842.071289
	Iteration 36Q: 3 clusters Score -1.188773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -11887733.000000 Penalty: 5842.071289
	Iteration 37Q: 3 clusters Score -1.188773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -11887733.000000 Penalty: 5842.071289
	Iteration 38F: 3 clusters Score -1.188773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (129592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Entering Unmasked Estep 
Score: -11597543.000000 Penalty: 2919.492188
	Iteration 0F: 2 clusters Score -1.159754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -11510898.000000 Penalty: 5838.984375
	Iteration 0F: 3 clusters Score -1.15109e+07 nChanged 61718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -11546407.000000 Penalty: 5838.984375
	Iteration 1F: 3 clusters Score -1.154641e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -11547173.000000 Penalty: 5838.984375
	Iteration 2Q: 3 clusters Score -1.154717e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -11548071.000000 Penalty: 5838.984375
	Iteration 3Q: 3 clusters Score -1.154807e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -11548996.000000 Penalty: 5838.984375
	Iteration 4Q: 3 clusters Score -1.1549e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -11550085.000000 Penalty: 5838.984375
	Iteration 5Q: 3 clusters Score -1.155008e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -11551707.000000 Penalty: 5838.984375
	Iteration 6Q: 3 clusters Score -1.155171e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -11553985.000000 Penalty: 5838.984375
	Iteration 7Q: 3 clusters Score -1.155398e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -11557229.000000 Penalty: 5838.984375
	Iteration 8Q: 3 clusters Score -1.155723e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -11561912.000000 Penalty: 5838.984375
	Iteration 9F: 3 clusters Score -1.156191e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -11567559.000000 Penalty: 5838.984375
	Iteration 10F: 3 clusters Score -1.156756e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -11572891.000000 Penalty: 5838.984375
	Iteration 11F: 3 clusters Score -1.157289e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -11575799.000000 Penalty: 5838.984375
	Iteration 12F: 3 clusters Score -1.15758e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -11577002.000000 Penalty: 5838.984375
	Iteration 13Q: 3 clusters Score -1.1577e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -11577611.000000 Penalty: 5838.984375
	Iteration 14Q: 3 clusters Score -1.157761e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -11578107.000000 Penalty: 5838.984375
	Iteration 15Q: 3 clusters Score -1.157811e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -11578535.000000 Penalty: 5838.984375
	Iteration 16Q: 3 clusters Score -1.157854e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -11579015.000000 Penalty: 5838.984375
	Iteration 17Q: 3 clusters Score -1.157902e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -11579505.000000 Penalty: 5838.984375
	Iteration 18Q: 3 clusters Score -1.15795e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -11580046.000000 Penalty: 5838.984375
	Iteration 19Q: 3 clusters Score -1.158005e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -11580607.000000 Penalty: 5838.984375
	Iteration 20F: 3 clusters Score -1.158061e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -11581128.000000 Penalty: 5838.984375
	Iteration 21Q: 3 clusters Score -1.158113e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -11581584.000000 Penalty: 5838.984375
	Iteration 22Q: 3 clusters Score -1.158158e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -11582064.000000 Penalty: 5838.984375
	Iteration 23Q: 3 clusters Score -1.158206e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -11582531.000000 Penalty: 5838.984375
	Iteration 24Q: 3 clusters Score -1.158253e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -11582885.000000 Penalty: 5838.984375
	Iteration 25Q: 3 clusters Score -1.158288e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -11583169.000000 Penalty: 5838.984375
	Iteration 26Q: 3 clusters Score -1.158317e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -11583396.000000 Penalty: 5838.984375
	Iteration 27Q: 3 clusters Score -1.15834e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -11583607.000000 Penalty: 5838.984375
	Iteration 28Q: 3 clusters Score -1.158361e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -11583771.000000 Penalty: 5838.984375
	Iteration 29Q: 3 clusters Score -1.158377e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -11583834.000000 Penalty: 5838.984375
	Iteration 30Q: 3 clusters Score -1.158383e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -11583898.000000 Penalty: 5838.984375
	Iteration 31Q: 3 clusters Score -1.15839e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -11583895.000000 Penalty: 5838.984375
	Iteration 32Q: 3 clusters Score -1.15839e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -11583910.000000 Penalty: 5838.984375
	Iteration 33Q: 3 clusters Score -1.158391e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -11583937.000000 Penalty: 5838.984375
	Iteration 34Q: 3 clusters Score -1.158394e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -11583964.000000 Penalty: 5838.984375
	Iteration 35Q: 3 clusters Score -1.158396e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -11583998.000000 Penalty: 5838.984375
	Iteration 36Q: 3 clusters Score -1.1584e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -11583986.000000 Penalty: 5838.984375
	Iteration 37Q: 3 clusters Score -1.158399e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -11584008.000000 Penalty: 5838.984375
	Iteration 38Q: 3 clusters Score -1.158401e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -11584068.000000 Penalty: 5838.984375
	Iteration 39Q: 3 clusters Score -1.158407e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -11584059.000000 Penalty: 5838.984375
	Iteration 40F: 3 clusters Score -1.158406e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -11584106.000000 Penalty: 5838.984375
	Iteration 41Q: 3 clusters Score -1.158411e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -11584085.000000 Penalty: 5838.984375
	Iteration 42Q: 3 clusters Score -1.158408e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -11584078.000000 Penalty: 5838.984375
	Iteration 43Q: 3 clusters Score -1.158408e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -11584097.000000 Penalty: 5838.984375
	Iteration 44Q: 3 clusters Score -1.15841e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -11584121.000000 Penalty: 5838.984375
	Iteration 45Q: 3 clusters Score -1.158412e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -11584111.000000 Penalty: 5838.984375
	Iteration 46Q: 3 clusters Score -1.158411e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -11584142.000000 Penalty: 5838.984375
	Iteration 47Q: 3 clusters Score -1.158414e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -11584106.000000 Penalty: 5838.984375
	Iteration 48Q: 3 clusters Score -1.158411e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -11584098.000000 Penalty: 5838.984375
	Iteration 49Q: 3 clusters Score -1.15841e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -11584097.000000 Penalty: 5838.984375
	Iteration 50Q: 3 clusters Score -1.15841e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -11584087.000000 Penalty: 5838.984375
	Iteration 51Q: 3 clusters Score -1.158409e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -11584100.000000 Penalty: 5838.984375
	Iteration 52Q: 3 clusters Score -1.15841e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -11584082.000000 Penalty: 5838.984375
	Iteration 53Q: 3 clusters Score -1.158408e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -11584103.000000 Penalty: 5838.984375
	Iteration 54Q: 3 clusters Score -1.15841e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -11584118.000000 Penalty: 5838.984375
	Iteration 55Q: 3 clusters Score -1.158412e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -11584101.000000 Penalty: 5838.984375
	Iteration 56Q: 3 clusters Score -1.15841e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -11584117.000000 Penalty: 5838.984375
	Iteration 57Q: 3 clusters Score -1.158412e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -11584104.000000 Penalty: 5838.984375
	Iteration 58Q: 3 clusters Score -1.15841e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -11584127.000000 Penalty: 5838.984375
	Iteration 59Q: 3 clusters Score -1.158413e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -11584155.000000 Penalty: 5838.984375
	Iteration 60F: 3 clusters Score -1.158416e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -11584128.000000 Penalty: 5838.984375
	Iteration 61Q: 3 clusters Score -1.158413e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -11584146.000000 Penalty: 5838.984375
	Iteration 62Q: 3 clusters Score -1.158415e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -11584126.000000 Penalty: 5838.984375
	Iteration 63Q: 3 clusters Score -1.158413e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -11584150.000000 Penalty: 5838.984375
	Iteration 64Q: 3 clusters Score -1.158415e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -11584210.000000 Penalty: 5838.984375
	Iteration 65Q: 3 clusters Score -1.158421e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -11584224.000000 Penalty: 5838.984375
	Iteration 66Q: 3 clusters Score -1.158422e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -11584199.000000 Penalty: 5838.984375
	Iteration 67Q: 3 clusters Score -1.15842e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -11584301.000000 Penalty: 5838.984375
	Iteration 68Q: 3 clusters Score -1.15843e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -11584317.000000 Penalty: 5838.984375
	Iteration 69Q: 3 clusters Score -1.158432e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -11584320.000000 Penalty: 5838.984375
	Iteration 70Q: 3 clusters Score -1.158432e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -11584312.000000 Penalty: 5838.984375
	Iteration 71Q: 3 clusters Score -1.158431e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -11584371.000000 Penalty: 5838.984375
	Iteration 72Q: 3 clusters Score -1.158437e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -11584380.000000 Penalty: 5838.984375
	Iteration 73Q: 3 clusters Score -1.158438e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -11584400.000000 Penalty: 5838.984375
	Iteration 74Q: 3 clusters Score -1.15844e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -11584469.000000 Penalty: 5838.984375
	Iteration 75Q: 3 clusters Score -1.158447e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -11584545.000000 Penalty: 5838.984375
	Iteration 76Q: 3 clusters Score -1.158454e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -11584570.000000 Penalty: 5838.984375
	Iteration 77Q: 3 clusters Score -1.158457e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -11584611.000000 Penalty: 5838.984375
	Iteration 78Q: 3 clusters Score -1.158461e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -11584633.000000 Penalty: 5838.984375
	Iteration 79Q: 3 clusters Score -1.158463e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -11584682.000000 Penalty: 5838.984375
	Iteration 80F: 3 clusters Score -1.158468e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -11584746.000000 Penalty: 5838.984375
	Iteration 81Q: 3 clusters Score -1.158475e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -11584767.000000 Penalty: 5838.984375
	Iteration 82Q: 3 clusters Score -1.158477e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -11584809.000000 Penalty: 5838.984375
	Iteration 83Q: 3 clusters Score -1.158481e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -11584875.000000 Penalty: 5838.984375
	Iteration 84Q: 3 clusters Score -1.158488e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -11584897.000000 Penalty: 5838.984375
	Iteration 85Q: 3 clusters Score -1.15849e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -11584912.000000 Penalty: 5838.984375
	Iteration 86Q: 3 clusters Score -1.158491e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -11584971.000000 Penalty: 5838.984375
	Iteration 87Q: 3 clusters Score -1.158497e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -11585001.000000 Penalty: 5838.984375
	Iteration 88Q: 3 clusters Score -1.1585e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -11585074.000000 Penalty: 5838.984375
	Iteration 89Q: 3 clusters Score -1.158507e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -11585090.000000 Penalty: 5838.984375
	Iteration 90Q: 3 clusters Score -1.158509e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -11585129.000000 Penalty: 5838.984375
	Iteration 91Q: 3 clusters Score -1.158513e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -11585166.000000 Penalty: 5838.984375
	Iteration 92Q: 3 clusters Score -1.158517e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -11585186.000000 Penalty: 5838.984375
	Iteration 93Q: 3 clusters Score -1.158519e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -11585253.000000 Penalty: 5838.984375
	Iteration 94Q: 3 clusters Score -1.158525e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -11585353.000000 Penalty: 5838.984375
	Iteration 95Q: 3 clusters Score -1.158535e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -11585408.000000 Penalty: 5838.984375
	Iteration 96Q: 3 clusters Score -1.158541e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -11585516.000000 Penalty: 5838.984375
	Iteration 97Q: 3 clusters Score -1.158552e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -11585560.000000 Penalty: 5838.984375
	Iteration 98Q: 3 clusters Score -1.158556e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -11585672.000000 Penalty: 5838.984375
	Iteration 99Q: 3 clusters Score -1.158567e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -11585781.000000 Penalty: 5838.984375
	Iteration 100F: 3 clusters Score -1.158578e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -11585891.000000 Penalty: 5838.984375
	Iteration 101Q: 3 clusters Score -1.158589e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -11585933.000000 Penalty: 5838.984375
	Iteration 102Q: 3 clusters Score -1.158593e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -11585983.000000 Penalty: 5838.984375
	Iteration 103Q: 3 clusters Score -1.158598e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -11586141.000000 Penalty: 5838.984375
	Iteration 104Q: 3 clusters Score -1.158614e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -11586270.000000 Penalty: 5838.984375
	Iteration 105Q: 3 clusters Score -1.158627e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -11586375.000000 Penalty: 5838.984375
	Iteration 106Q: 3 clusters Score -1.158638e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -11586473.000000 Penalty: 5838.984375
	Iteration 107Q: 3 clusters Score -1.158647e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -11586533.000000 Penalty: 5838.984375
	Iteration 108Q: 3 clusters Score -1.158653e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -11586700.000000 Penalty: 5838.984375
	Iteration 109Q: 3 clusters Score -1.15867e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -11586826.000000 Penalty: 5838.984375
	Iteration 110Q: 3 clusters Score -1.158683e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -11586977.000000 Penalty: 5838.984375
	Iteration 111Q: 3 clusters Score -1.158698e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -11587095.000000 Penalty: 5838.984375
	Iteration 112Q: 3 clusters Score -1.15871e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -11587248.000000 Penalty: 5838.984375
	Iteration 113Q: 3 clusters Score -1.158725e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -11587424.000000 Penalty: 5838.984375
	Iteration 114Q: 3 clusters Score -1.158742e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -11587620.000000 Penalty: 5838.984375
	Iteration 115Q: 3 clusters Score -1.158762e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -11587775.000000 Penalty: 5838.984375
	Iteration 116Q: 3 clusters Score -1.158778e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -11588012.000000 Penalty: 5838.984375
	Iteration 117Q: 3 clusters Score -1.158801e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -11588205.000000 Penalty: 5838.984375
	Iteration 118Q: 3 clusters Score -1.15882e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -11588462.000000 Penalty: 5838.984375
	Iteration 119Q: 3 clusters Score -1.158846e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -11588678.000000 Penalty: 5838.984375
	Iteration 120F: 3 clusters Score -1.158868e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -11588936.000000 Penalty: 5838.984375
	Iteration 121Q: 3 clusters Score -1.158894e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -11589195.000000 Penalty: 5838.984375
	Iteration 122Q: 3 clusters Score -1.15892e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -11589454.000000 Penalty: 5838.984375
	Iteration 123Q: 3 clusters Score -1.158945e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -11589623.000000 Penalty: 5838.984375
	Iteration 124Q: 3 clusters Score -1.158962e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -11589857.000000 Penalty: 5838.984375
	Iteration 125Q: 3 clusters Score -1.158986e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -11590094.000000 Penalty: 5838.984375
	Iteration 126Q: 3 clusters Score -1.159009e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -11590385.000000 Penalty: 5838.984375
	Iteration 127Q: 3 clusters Score -1.159038e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116675 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -11590700.000000 Penalty: 5838.984375
	Iteration 128Q: 3 clusters Score -1.15907e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117703 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -11590972.000000 Penalty: 5838.984375
	Iteration 129Q: 3 clusters Score -1.159097e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.15914e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -11591779.000000 Penalty: 5838.984375
	Iteration 131Q: 3 clusters Score -1.159178e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120739 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.159207e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121680 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.159242e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -11592734.000000 Penalty: 5838.984375
	Iteration 134Q: 3 clusters Score -1.159273e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -11593088.000000 Penalty: 5838.984375
	Iteration 135Q: 3 clusters Score -1.159309e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124138 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -11593398.000000 Penalty: 5838.984375
	Iteration 136Q: 3 clusters Score -1.15934e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.15937e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125404 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -11593932.000000 Penalty: 5838.984375
	Iteration 138Q: 3 clusters Score -1.159393e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125887 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11594118.000000 Penalty: 5838.984375
	Iteration 139Q: 3 clusters Score -1.159412e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126285 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -11594272.000000 Penalty: 5838.984375
	Iteration 140F: 3 clusters Score -1.159427e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11594393.000000 Penalty: 5838.984375
	Iteration 141Q: 3 clusters Score -1.159439e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -11594487.000000 Penalty: 5838.984375
	Iteration 142Q: 3 clusters Score -1.159449e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127202 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -11594631.000000 Penalty: 5838.984375
	Iteration 143Q: 3 clusters Score -1.159463e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11594696.000000 Penalty: 5838.984375
	Iteration 144Q: 3 clusters Score -1.15947e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.159479e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11594834.000000 Penalty: 5838.984375
	Iteration 146Q: 3 clusters Score -1.159483e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127872 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11594889.000000 Penalty: 5838.984375
	Iteration 147Q: 3 clusters Score -1.159489e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11594960.000000 Penalty: 5838.984375
	Iteration 148Q: 3 clusters Score -1.159496e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -11594986.000000 Penalty: 5838.984375
	Iteration 149Q: 3 clusters Score -1.159499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11595019.000000 Penalty: 5838.984375
	Iteration 150Q: 3 clusters Score -1.159502e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11595038.000000 Penalty: 5838.984375
	Iteration 151Q: 3 clusters Score -1.159504e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11595070.000000 Penalty: 5838.984375
	Iteration 152Q: 3 clusters Score -1.159507e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11595100.000000 Penalty: 5838.984375
	Iteration 153Q: 3 clusters Score -1.15951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11595112.000000 Penalty: 5838.984375
	Iteration 154Q: 3 clusters Score -1.159511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11595118.000000 Penalty: 5838.984375
	Iteration 155Q: 3 clusters Score -1.159512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11595145.000000 Penalty: 5838.984375
	Iteration 156Q: 3 clusters Score -1.159514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11595158.000000 Penalty: 5838.984375
	Iteration 157Q: 3 clusters Score -1.159516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11595166.000000 Penalty: 5838.984375
	Iteration 158Q: 3 clusters Score -1.159517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11595180.000000 Penalty: 5838.984375
	Iteration 159Q: 3 clusters Score -1.159518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128448 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11595187.000000 Penalty: 5838.984375
	Iteration 160F: 3 clusters Score -1.159519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11595181.000000 Penalty: 5838.984375
	Iteration 161Q: 3 clusters Score -1.159518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128463 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11595199.000000 Penalty: 5838.984375
	Iteration 162Q: 3 clusters Score -1.15952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11595178.000000 Penalty: 5838.984375
	Iteration 163Q: 3 clusters Score -1.159518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11595179.000000 Penalty: 5838.984375
	Iteration 164Q: 3 clusters Score -1.159518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11595186.000000 Penalty: 5838.984375
	Iteration 165Q: 3 clusters Score -1.159519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128502 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11595193.000000 Penalty: 5838.984375
	Iteration 166Q: 3 clusters Score -1.159519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11595178.000000 Penalty: 5838.984375
	Iteration 167Q: 3 clusters Score -1.159518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11595181.000000 Penalty: 5838.984375
	Iteration 168Q: 3 clusters Score -1.159518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128526 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11595187.000000 Penalty: 5838.984375
	Iteration 169Q: 3 clusters Score -1.159519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11595182.000000 Penalty: 5838.984375
	Iteration 170Q: 3 clusters Score -1.159518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128537 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11595187.000000 Penalty: 5838.984375
	Iteration 171Q: 3 clusters Score -1.159519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128545 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11595192.000000 Penalty: 5838.984375
	Iteration 172Q: 3 clusters Score -1.159519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128553 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11595190.000000 Penalty: 5838.984375
	Iteration 173Q: 3 clusters Score -1.159519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11595183.000000 Penalty: 5838.984375
	Iteration 174Q: 3 clusters Score -1.159518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11595188.000000 Penalty: 5838.984375
	Iteration 175Q: 3 clusters Score -1.159519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11595188.000000 Penalty: 5838.984375
	Iteration 176F: 3 clusters Score -1.159519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -576021.125000 Penalty: 2193.681396
	Iteration 0F: 2 clusters Score -576021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -570174.812500 Penalty: 4387.362793
	Iteration 0F: 3 clusters Score -570174.8 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -571725.562500 Penalty: 4387.362793
	Iteration 1F: 3 clusters Score -571725.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -572080.937500 Penalty: 4387.362793
	Iteration 2F: 3 clusters Score -572080.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -572454.812500 Penalty: 4387.362793
	Iteration 3F: 3 clusters Score -572454.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -572855.250000 Penalty: 4387.362793
	Iteration 4F: 3 clusters Score -572855.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -573355.562500 Penalty: 4387.362793
	Iteration 5F: 3 clusters Score -573355.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -573891.750000 Penalty: 4387.362793
	Iteration 6F: 3 clusters Score -573891.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -574384.437500 Penalty: 4387.362793
	Iteration 7F: 3 clusters Score -574384.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -574779.750000 Penalty: 4387.362793
	Iteration 8F: 3 clusters Score -574779.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -575080.687500 Penalty: 4387.362793
	Iteration 9Q: 3 clusters Score -575080.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -575325.812500 Penalty: 4387.362793
	Iteration 10Q: 3 clusters Score -575325.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -575514.062500 Penalty: 4387.362793
	Iteration 11Q: 3 clusters Score -575514.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -575605.375000 Penalty: 4387.362793
	Iteration 12Q: 3 clusters Score -575605.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -575658.500000 Penalty: 4387.362793
	Iteration 13Q: 3 clusters Score -575658.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -575694.625000 Penalty: 4387.362793
	Iteration 14Q: 3 clusters Score -575694.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -575722.250000 Penalty: 4387.362793
	Iteration 15Q: 3 clusters Score -575722.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -575738.062500 Penalty: 4387.362793
	Iteration 16Q: 3 clusters Score -575738.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -575748.187500 Penalty: 4387.362793
	Iteration 17Q: 3 clusters Score -575748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -575760.250000 Penalty: 4387.362793
	Iteration 18Q: 3 clusters Score -575760.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -575769.000000 Penalty: 4387.362793
	Iteration 19Q: 3 clusters Score -575769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -575777.687500 Penalty: 4387.362793
	Iteration 20F: 3 clusters Score -575777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -575784.562500 Penalty: 4387.362793
	Iteration 21Q: 3 clusters Score -575784.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -575790.312500 Penalty: 4387.362793
	Iteration 22Q: 3 clusters Score -575790.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -575797.625000 Penalty: 4387.362793
	Iteration 23Q: 3 clusters Score -575797.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -575802.562500 Penalty: 4387.362793
	Iteration 24Q: 3 clusters Score -575802.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -575806.937500 Penalty: 4387.362793
	Iteration 25Q: 3 clusters Score -575806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -575809.875000 Penalty: 4387.362793
	Iteration 26Q: 3 clusters Score -575809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -575812.375000 Penalty: 4387.362793
	Iteration 27Q: 3 clusters Score -575812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -575813.562500 Penalty: 4387.362793
	Iteration 28Q: 3 clusters Score -575813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -575817.062500 Penalty: 4387.362793
	Iteration 29Q: 3 clusters Score -575817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -575816.812500 Penalty: 4387.362793
	Iteration 30Q: 3 clusters Score -575816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -575816.187500 Penalty: 4387.362793
	Iteration 31Q: 3 clusters Score -575816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -575817.187500 Penalty: 4387.362793
	Iteration 32Q: 3 clusters Score -575817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -575818.000000 Penalty: 4387.362793
	Iteration 33Q: 3 clusters Score -575818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -575817.562500 Penalty: 4387.362793
	Iteration 34Q: 3 clusters Score -575817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -575819.062500 Penalty: 4387.362793
	Iteration 35Q: 3 clusters Score -575819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -575819.750000 Penalty: 4387.362793
	Iteration 36Q: 3 clusters Score -575819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -575821.312500 Penalty: 4387.362793
	Iteration 37Q: 3 clusters Score -575821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -575822.312500 Penalty: 4387.362793
	Iteration 38Q: 3 clusters Score -575822.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -575823.625000 Penalty: 4387.362793
	Iteration 39Q: 3 clusters Score -575823.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -575824.187500 Penalty: 4387.362793
	Iteration 40F: 3 clusters Score -575824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -575826.562500 Penalty: 4387.362793
	Iteration 41Q: 3 clusters Score -575826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -575827.312500 Penalty: 4387.362793
	Iteration 42Q: 3 clusters Score -575827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -575828.687500 Penalty: 4387.362793
	Iteration 43Q: 3 clusters Score -575828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -575828.750000 Penalty: 4387.362793
	Iteration 44Q: 3 clusters Score -575828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -575828.750000 Penalty: 4387.362793
	Iteration 45F: 3 clusters Score -575828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204978 members 
Entering Unmasked Estep 
Score: -18265614.000000 Penalty: 3033.203125
	Iteration 0F: 2 clusters Score -1.826561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
Score: -18128654.000000 Penalty: 6066.406250
	Iteration 0F: 3 clusters Score -1.812865e+07 nChanged 98360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 98943 members 
Entering Unmasked Estep 
Score: -18185878.000000 Penalty: 6066.406250
	Iteration 1F: 3 clusters Score -1.818588e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -18187284.000000 Penalty: 6066.406250
	Iteration 2Q: 3 clusters Score -1.818728e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112111 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -18189228.000000 Penalty: 6066.406250
	Iteration 3Q: 3 clusters Score -1.818923e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -18192074.000000 Penalty: 6066.406250
	Iteration 4Q: 3 clusters Score -1.819207e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -18196588.000000 Penalty: 6066.406250
	Iteration 5Q: 3 clusters Score -1.819659e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -18204442.000000 Penalty: 6066.406250
	Iteration 6F: 3 clusters Score -1.820444e+07 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152273 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -18215716.000000 Penalty: 6066.406250
	Iteration 7F: 3 clusters Score -1.821572e+07 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -18229254.000000 Penalty: 6066.406250
	Iteration 8F: 3 clusters Score -1.822925e+07 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182805 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -18242550.000000 Penalty: 6066.406250
	Iteration 9F: 3 clusters Score -1.824255e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193913 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -18253226.000000 Penalty: 6066.406250
	Iteration 10F: 3 clusters Score -1.825323e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200369 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -18258972.000000 Penalty: 6066.406250
	Iteration 11Q: 3 clusters Score -1.825897e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203187 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -18261406.000000 Penalty: 6066.406250
	Iteration 12Q: 3 clusters Score -1.826141e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204185 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18262274.000000 Penalty: 6066.406250
	Iteration 13Q: 3 clusters Score -1.826227e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -18262612.000000 Penalty: 6066.406250
	Iteration 14Q: 3 clusters Score -1.826261e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204611 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -18262760.000000 Penalty: 6066.406250
	Iteration 15Q: 3 clusters Score -1.826276e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204646 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18262806.000000 Penalty: 6066.406250
	Iteration 16Q: 3 clusters Score -1.826281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204663 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18262856.000000 Penalty: 6066.406250
	Iteration 17Q: 3 clusters Score -1.826286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204672 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18262886.000000 Penalty: 6066.406250
	Iteration 18Q: 3 clusters Score -1.826289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204683 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18262904.000000 Penalty: 6066.406250
	Iteration 19Q: 3 clusters Score -1.82629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204691 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18262922.000000 Penalty: 6066.406250
	Iteration 20F: 3 clusters Score -1.826292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204697 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18262940.000000 Penalty: 6066.406250
	Iteration 21Q: 3 clusters Score -1.826294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204702 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18262944.000000 Penalty: 6066.406250
	Iteration 22Q: 3 clusters Score -1.826294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18262958.000000 Penalty: 6066.406250
	Iteration 23Q: 3 clusters Score -1.826296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18262958.000000 Penalty: 6066.406250
	Iteration 24F: 3 clusters Score -1.826296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Entering Unmasked Estep 
Score: -2071308.250000 Penalty: 2498.746338
	Iteration 0F: 2 clusters Score -2071308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2054809.125000 Penalty: 4997.492676
	Iteration 0F: 3 clusters Score -2054809 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2060506.500000 Penalty: 4997.492676
	Iteration 1F: 3 clusters Score -2060506 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2061036.625000 Penalty: 4997.492676
	Iteration 2F: 3 clusters Score -2061037 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2061574.625000 Penalty: 4997.492676
	Iteration 3F: 3 clusters Score -2061575 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2062124.625000 Penalty: 4997.492676
	Iteration 4F: 3 clusters Score -2062125 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2062865.625000 Penalty: 4997.492676
	Iteration 5F: 3 clusters Score -2062866 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2063710.625000 Penalty: 4997.492676
	Iteration 6F: 3 clusters Score -2063711 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2064685.750000 Penalty: 4997.492676
	Iteration 7F: 3 clusters Score -2064686 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2065633.125000 Penalty: 4997.492676
	Iteration 8F: 3 clusters Score -2065633 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2066434.375000 Penalty: 4997.492676
	Iteration 9Q: 3 clusters Score -2066434 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2067159.250000 Penalty: 4997.492676
	Iteration 10Q: 3 clusters Score -2067159 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2067785.625000 Penalty: 4997.492676
	Iteration 11Q: 3 clusters Score -2067786 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2068245.625000 Penalty: 4997.492676
	Iteration 12Q: 3 clusters Score -2068246 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2068576.500000 Penalty: 4997.492676
	Iteration 13Q: 3 clusters Score -2068576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2068778.500000 Penalty: 4997.492676
	Iteration 14Q: 3 clusters Score -2068778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2068932.375000 Penalty: 4997.492676
	Iteration 15Q: 3 clusters Score -2068932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2069023.750000 Penalty: 4997.492676
	Iteration 16Q: 3 clusters Score -2069024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2069073.375000 Penalty: 4997.492676
	Iteration 17Q: 3 clusters Score -2069073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2069099.000000 Penalty: 4997.492676
	Iteration 18Q: 3 clusters Score -2069099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2069123.000000 Penalty: 4997.492676
	Iteration 19Q: 3 clusters Score -2069123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2069136.750000 Penalty: 4997.492676
	Iteration 20F: 3 clusters Score -2069137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2069144.625000 Penalty: 4997.492676
	Iteration 21Q: 3 clusters Score -2069145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2069149.375000 Penalty: 4997.492676
	Iteration 22Q: 3 clusters Score -2069149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2069149.875000 Penalty: 4997.492676
	Iteration 23Q: 3 clusters Score -2069150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2069151.375000 Penalty: 4997.492676
	Iteration 24Q: 3 clusters Score -2069151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2069152.125000 Penalty: 4997.492676
	Iteration 25Q: 3 clusters Score -2069152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2069151.125000 Penalty: 4997.492676
	Iteration 26Q: 3 clusters Score -2069151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2069153.000000 Penalty: 4997.492676
	Iteration 27Q: 3 clusters Score -2069153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2069155.250000 Penalty: 4997.492676
	Iteration 28Q: 3 clusters Score -2069155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2069155.375000 Penalty: 4997.492676
	Iteration 29Q: 3 clusters Score -2069155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2069155.875000 Penalty: 4997.492676
	Iteration 30Q: 3 clusters Score -2069156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2069155.750000 Penalty: 4997.492676
	Iteration 31Q: 3 clusters Score -2069156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2069161.125000 Penalty: 4997.492676
	Iteration 32Q: 3 clusters Score -2069161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2069166.000000 Penalty: 4997.492676
	Iteration 33Q: 3 clusters Score -2069166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2069171.875000 Penalty: 4997.492676
	Iteration 34Q: 3 clusters Score -2069172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2069169.500000 Penalty: 4997.492676
	Iteration 35Q: 3 clusters Score -2069170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2069169.500000 Penalty: 4997.492676
	Iteration 36F: 3 clusters Score -2069170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Entering Unmasked Estep 
Score: -314693.875000 Penalty: 2043.091675
	Iteration 0F: 2 clusters Score -314693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -310912.906250 Penalty: 4086.183350
	Iteration 0F: 3 clusters Score -310912.9 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -311781.375000 Penalty: 4086.183350
	Iteration 1F: 3 clusters Score -311781.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -312055.093750 Penalty: 4086.183350
	Iteration 2F: 3 clusters Score -312055.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -312263.000000 Penalty: 4086.183350
	Iteration 3F: 3 clusters Score -312263 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -312487.031250 Penalty: 4086.183350
	Iteration 4F: 3 clusters Score -312487 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -312673.500000 Penalty: 4086.183350
	Iteration 5F: 3 clusters Score -312673.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -312899.250000 Penalty: 4086.183350
	Iteration 6F: 3 clusters Score -312899.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -313127.562500 Penalty: 4086.183350
	Iteration 7F: 3 clusters Score -313127.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -313369.843750 Penalty: 4086.183350
	Iteration 8Q: 3 clusters Score -313369.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -313580.062500 Penalty: 4086.183350
	Iteration 9Q: 3 clusters Score -313580.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -313745.312500 Penalty: 4086.183350
	Iteration 10Q: 3 clusters Score -313745.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -313891.312500 Penalty: 4086.183350
	Iteration 11Q: 3 clusters Score -313891.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -314013.468750 Penalty: 4086.183350
	Iteration 12Q: 3 clusters Score -314013.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314070.312500 Penalty: 4086.183350
	Iteration 13Q: 3 clusters Score -314070.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314097.687500 Penalty: 4086.183350
	Iteration 14Q: 3 clusters Score -314097.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -314113.031250 Penalty: 4086.183350
	Iteration 15Q: 3 clusters Score -314113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -314119.281250 Penalty: 4086.183350
	Iteration 16Q: 3 clusters Score -314119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -314120.750000 Penalty: 4086.183350
	Iteration 17Q: 3 clusters Score -314120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -314122.156250 Penalty: 4086.183350
	Iteration 18Q: 3 clusters Score -314122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -314123.125000 Penalty: 4086.183350
	Iteration 19Q: 3 clusters Score -314123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -314123.125000 Penalty: 4086.183350
	Iteration 20F: 3 clusters Score -314123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Entering Unmasked Estep 
Score: -5877879.000000 Penalty: 2749.201904
	Iteration 0F: 2 clusters Score -5877879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5834259.000000 Penalty: 5498.403809
	Iteration 0F: 3 clusters Score -5834259 nChanged 30441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -5851101.500000 Penalty: 5498.403809
	Iteration 1F: 3 clusters Score -5851102 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5851866.500000 Penalty: 5498.403809
	Iteration 2Q: 3 clusters Score -5851866 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -5852712.500000 Penalty: 5498.403809
	Iteration 3Q: 3 clusters Score -5852712 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5853835.500000 Penalty: 5498.403809
	Iteration 4Q: 3 clusters Score -5853836 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5855502.500000 Penalty: 5498.403809
	Iteration 5F: 3 clusters Score -5855502 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5857902.500000 Penalty: 5498.403809
	Iteration 6F: 3 clusters Score -5857902 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -5861391.500000 Penalty: 5498.403809
	Iteration 7F: 3 clusters Score -5861392 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -5865802.000000 Penalty: 5498.403809
	Iteration 8F: 3 clusters Score -5865802 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5869766.500000 Penalty: 5498.403809
	Iteration 9F: 3 clusters Score -5869766 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5872580.500000 Penalty: 5498.403809
	Iteration 10Q: 3 clusters Score -5872580 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5874043.500000 Penalty: 5498.403809
	Iteration 11Q: 3 clusters Score -5874044 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5874791.000000 Penalty: 5498.403809
	Iteration 12Q: 3 clusters Score -5874791 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5875156.500000 Penalty: 5498.403809
	Iteration 13Q: 3 clusters Score -5875156 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5875353.000000 Penalty: 5498.403809
	Iteration 14Q: 3 clusters Score -5875353 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5875488.500000 Penalty: 5498.403809
	Iteration 15Q: 3 clusters Score -5875488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5875586.500000 Penalty: 5498.403809
	Iteration 16Q: 3 clusters Score -5875586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5875653.500000 Penalty: 5498.403809
	Iteration 17Q: 3 clusters Score -5875654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5875695.500000 Penalty: 5498.403809
	Iteration 18Q: 3 clusters Score -5875696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5875732.500000 Penalty: 5498.403809
	Iteration 19Q: 3 clusters Score -5875732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5875760.000000 Penalty: 5498.403809
	Iteration 20F: 3 clusters Score -5875760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5875789.000000 Penalty: 5498.403809
	Iteration 21Q: 3 clusters Score -5875789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5875805.000000 Penalty: 5498.403809
	Iteration 22Q: 3 clusters Score -5875805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5875806.500000 Penalty: 5498.403809
	Iteration 23Q: 3 clusters Score -5875806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5875820.500000 Penalty: 5498.403809
	Iteration 24Q: 3 clusters Score -5875820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5875825.000000 Penalty: 5498.403809
	Iteration 25Q: 3 clusters Score -5875825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5875829.500000 Penalty: 5498.403809
	Iteration 26Q: 3 clusters Score -5875830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5875843.000000 Penalty: 5498.403809
	Iteration 27Q: 3 clusters Score -5875843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5875850.000000 Penalty: 5498.403809
	Iteration 28Q: 3 clusters Score -5875850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5875853.000000 Penalty: 5498.403809
	Iteration 29Q: 3 clusters Score -5875853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5875850.000000 Penalty: 5498.403809
	Iteration 30Q: 3 clusters Score -5875850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5875856.000000 Penalty: 5498.403809
	Iteration 31Q: 3 clusters Score -5875856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5875862.500000 Penalty: 5498.403809
	Iteration 32Q: 3 clusters Score -5875862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5875866.000000 Penalty: 5498.403809
	Iteration 33Q: 3 clusters Score -5875866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5875866.000000 Penalty: 5498.403809
	Iteration 34Q: 3 clusters Score -5875866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5875863.500000 Penalty: 5498.403809
	Iteration 35Q: 3 clusters Score -5875864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5875865.000000 Penalty: 5498.403809
	Iteration 36Q: 3 clusters Score -5875865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5875865.000000 Penalty: 5498.403809
	Iteration 37Q: 3 clusters Score -5875865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5875865.500000 Penalty: 5498.403809
	Iteration 38Q: 3 clusters Score -5875866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5875864.500000 Penalty: 5498.403809
	Iteration 39Q: 3 clusters Score -5875864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5875864.500000 Penalty: 5498.403809
	Iteration 40F: 3 clusters Score -5875864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -1872658.375000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -1872658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1857961.250000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -1857961 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1862837.625000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -1862838 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1863222.500000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -1863222 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1863560.000000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -1863560 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1863889.875000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -1863890 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1864251.625000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -1864252 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1864667.250000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -1864667 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1865225.625000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -1865226 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1865887.625000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -1865888 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1866614.875000 Penalty: 4938.897461
	Iteration 9Q: 3 clusters Score -1866615 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1867314.000000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -1867314 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1867954.750000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -1867955 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1868467.000000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -1868467 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1868899.875000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -1868900 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1869270.625000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -1869271 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1869567.000000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -1869567 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1869757.375000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -1869757 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1869922.625000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -1869923 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1870030.625000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -1870031 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1870137.000000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -1870137 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1870226.125000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -1870226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1870288.000000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -1870288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1870339.625000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -1870340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1870375.875000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -1870376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1870411.125000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -1870411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1870445.250000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -1870445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1870478.250000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -1870478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1870502.000000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -1870502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1870522.625000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -1870523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1870534.500000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -1870534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1870549.500000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -1870550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1870562.625000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -1870563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1870568.875000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -1870569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1870576.625000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -1870577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1870587.250000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -1870587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1870606.750000 Penalty: 4938.897461
	Iteration 35Q: 3 clusters Score -1870607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1870627.625000 Penalty: 4938.897461
	Iteration 36Q: 3 clusters Score -1870628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1870636.750000 Penalty: 4938.897461
	Iteration 37Q: 3 clusters Score -1870637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1870646.750000 Penalty: 4938.897461
	Iteration 38Q: 3 clusters Score -1870647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1870656.125000 Penalty: 4938.897461
	Iteration 39Q: 3 clusters Score -1870656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1870661.875000 Penalty: 4938.897461
	Iteration 40F: 3 clusters Score -1870662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1870665.500000 Penalty: 4938.897461
	Iteration 41Q: 3 clusters Score -1870666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1870664.375000 Penalty: 4938.897461
	Iteration 42Q: 3 clusters Score -1870664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1870666.625000 Penalty: 4938.897461
	Iteration 43Q: 3 clusters Score -1870667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1870668.875000 Penalty: 4938.897461
	Iteration 44Q: 3 clusters Score -1870669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1870670.625000 Penalty: 4938.897461
	Iteration 45Q: 3 clusters Score -1870671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1870672.750000 Penalty: 4938.897461
	Iteration 46Q: 3 clusters Score -1870673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1870676.750000 Penalty: 4938.897461
	Iteration 47Q: 3 clusters Score -1870677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1870681.750000 Penalty: 4938.897461
	Iteration 48Q: 3 clusters Score -1870682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1870682.500000 Penalty: 4938.897461
	Iteration 49Q: 3 clusters Score -1870682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1870681.750000 Penalty: 4938.897461
	Iteration 50Q: 3 clusters Score -1870682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1870681.750000 Penalty: 4938.897461
	Iteration 51F: 3 clusters Score -1870682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Entering Unmasked Estep 
Score: -2168167.250000 Penalty: 2501.445801
	Iteration 0F: 2 clusters Score -2168167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2151457.750000 Penalty: 5002.891602
	Iteration 0F: 3 clusters Score -2151458 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2157283.000000 Penalty: 5002.891602
	Iteration 1F: 3 clusters Score -2157283 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2157664.250000 Penalty: 5002.891602
	Iteration 2Q: 3 clusters Score -2157664 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2157977.500000 Penalty: 5002.891602
	Iteration 3Q: 3 clusters Score -2157978 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2158268.500000 Penalty: 5002.891602
	Iteration 4Q: 3 clusters Score -2158268 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2158565.500000 Penalty: 5002.891602
	Iteration 5Q: 3 clusters Score -2158566 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2158845.500000 Penalty: 5002.891602
	Iteration 6Q: 3 clusters Score -2158846 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2159084.500000 Penalty: 5002.891602
	Iteration 7Q: 3 clusters Score -2159084 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2159289.000000 Penalty: 5002.891602
	Iteration 8Q: 3 clusters Score -2159289 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2159475.000000 Penalty: 5002.891602
	Iteration 9Q: 3 clusters Score -2159475 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2159639.250000 Penalty: 5002.891602
	Iteration 10Q: 3 clusters Score -2159639 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2159802.750000 Penalty: 5002.891602
	Iteration 11Q: 3 clusters Score -2159803 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2159965.250000 Penalty: 5002.891602
	Iteration 12Q: 3 clusters Score -2159965 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2160123.000000 Penalty: 5002.891602
	Iteration 13Q: 3 clusters Score -2160123 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2160274.250000 Penalty: 5002.891602
	Iteration 14Q: 3 clusters Score -2160274 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2160455.250000 Penalty: 5002.891602
	Iteration 15Q: 3 clusters Score -2160455 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2160665.250000 Penalty: 5002.891602
	Iteration 16Q: 3 clusters Score -2160665 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2160924.000000 Penalty: 5002.891602
	Iteration 17Q: 3 clusters Score -2160924 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2161193.500000 Penalty: 5002.891602
	Iteration 18Q: 3 clusters Score -2161194 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2161537.000000 Penalty: 5002.891602
	Iteration 19Q: 3 clusters Score -2161537 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2161961.000000 Penalty: 5002.891602
	Iteration 20F: 3 clusters Score -2161961 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2162473.000000 Penalty: 5002.891602
	Iteration 21Q: 3 clusters Score -2162473 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2163110.250000 Penalty: 5002.891602
	Iteration 22Q: 3 clusters Score -2163110 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2163765.750000 Penalty: 5002.891602
	Iteration 23Q: 3 clusters Score -2163766 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2164324.500000 Penalty: 5002.891602
	Iteration 24Q: 3 clusters Score -2164324 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2164769.750000 Penalty: 5002.891602
	Iteration 25Q: 3 clusters Score -2164770 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2165129.250000 Penalty: 5002.891602
	Iteration 26Q: 3 clusters Score -2165129 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2165378.250000 Penalty: 5002.891602
	Iteration 27Q: 3 clusters Score -2165378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2165570.000000 Penalty: 5002.891602
	Iteration 28Q: 3 clusters Score -2165570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2165701.000000 Penalty: 5002.891602
	Iteration 29Q: 3 clusters Score -2165701 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2165795.250000 Penalty: 5002.891602
	Iteration 30Q: 3 clusters Score -2165795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2165852.750000 Penalty: 5002.891602
	Iteration 31Q: 3 clusters Score -2165853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2165901.750000 Penalty: 5002.891602
	Iteration 32Q: 3 clusters Score -2165902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2165937.250000 Penalty: 5002.891602
	Iteration 33Q: 3 clusters Score -2165937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2165968.000000 Penalty: 5002.891602
	Iteration 34Q: 3 clusters Score -2165968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2165986.000000 Penalty: 5002.891602
	Iteration 35Q: 3 clusters Score -2165986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2165999.750000 Penalty: 5002.891602
	Iteration 36Q: 3 clusters Score -2166000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2166019.250000 Penalty: 5002.891602
	Iteration 37Q: 3 clusters Score -2166019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2166035.750000 Penalty: 5002.891602
	Iteration 38Q: 3 clusters Score -2166036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2166053.500000 Penalty: 5002.891602
	Iteration 39Q: 3 clusters Score -2166054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2166066.750000 Penalty: 5002.891602
	Iteration 40F: 3 clusters Score -2166067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2166067.000000 Penalty: 5002.891602
	Iteration 41Q: 3 clusters Score -2166067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2166069.250000 Penalty: 5002.891602
	Iteration 42Q: 3 clusters Score -2166069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2166073.500000 Penalty: 5002.891602
	Iteration 43Q: 3 clusters Score -2166074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2166075.000000 Penalty: 5002.891602
	Iteration 44Q: 3 clusters Score -2166075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2166078.000000 Penalty: 5002.891602
	Iteration 45Q: 3 clusters Score -2166078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2166075.250000 Penalty: 5002.891602
	Iteration 46Q: 3 clusters Score -2166075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2166075.250000 Penalty: 5002.891602
	Iteration 47F: 3 clusters Score -2166075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -167627.218750 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -167627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -164947.281250 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -164947.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -165425.109375 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -165425.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -165568.437500 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -165568.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -165651.562500 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -165651.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -165713.703125 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -165713.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -165769.421875 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -165769.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -165815.578125 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -165815.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -165863.843750 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -165863.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -165901.484375 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -165901.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -165933.203125 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -165933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -165954.093750 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -165954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -165970.046875 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -165970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -165979.812500 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -165979.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -165997.671875 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -165997.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -166011.625000 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -166011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -166025.281250 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -166025.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -166035.734375 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -166035.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -166051.343750 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -166051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -166062.421875 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -166062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -166073.546875 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -166073.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -166083.546875 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -166083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -166089.500000 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -166089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -166095.125000 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -166095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -166101.984375 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -166102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -166106.328125 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -166106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -166108.296875 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -166108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -166113.515625 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -166113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -166118.437500 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -166118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -166124.515625 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -166124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -166128.093750 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -166128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -166133.390625 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -166133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -166137.765625 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -166137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -166142.015625 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -166142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -166150.328125 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -166150.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -166161.296875 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -166161.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -166173.203125 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -166173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -166181.015625 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -166181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -166185.031250 Penalty: 3784.227051
	Iteration 37Q: 3 clusters Score -166185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -166188.734375 Penalty: 3784.227051
	Iteration 38Q: 3 clusters Score -166188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -166190.156250 Penalty: 3784.227051
	Iteration 39Q: 3 clusters Score -166190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -166192.250000 Penalty: 3784.227051
	Iteration 40F: 3 clusters Score -166192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -166196.125000 Penalty: 3784.227051
	Iteration 41Q: 3 clusters Score -166196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -166200.234375 Penalty: 3784.227051
	Iteration 42Q: 3 clusters Score -166200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -166204.281250 Penalty: 3784.227051
	Iteration 43Q: 3 clusters Score -166204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -166208.609375 Penalty: 3784.227051
	Iteration 44Q: 3 clusters Score -166208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -166213.515625 Penalty: 3784.227051
	Iteration 45Q: 3 clusters Score -166213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -166214.484375 Penalty: 3784.227051
	Iteration 46Q: 3 clusters Score -166214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -166215.156250 Penalty: 3784.227051
	Iteration 47Q: 3 clusters Score -166215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -166216.671875 Penalty: 3784.227051
	Iteration 48Q: 3 clusters Score -166216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -166220.421875 Penalty: 3784.227051
	Iteration 49Q: 3 clusters Score -166220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -166226.343750 Penalty: 3784.227051
	Iteration 50Q: 3 clusters Score -166226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -166231.531250 Penalty: 3784.227051
	Iteration 51Q: 3 clusters Score -166231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -166233.968750 Penalty: 3784.227051
	Iteration 52Q: 3 clusters Score -166234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -166234.343750 Penalty: 3784.227051
	Iteration 53Q: 3 clusters Score -166234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -166234.343750 Penalty: 3784.227051
	Iteration 54F: 3 clusters Score -166234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Entering Unmasked Estep 
Score: -6068254.000000 Penalty: 2757.866943
	Iteration 0F: 2 clusters Score -6068254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -6023050.000000 Penalty: 5515.733887
	Iteration 0F: 3 clusters Score -6023050 nChanged 31376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -6040640.000000 Penalty: 5515.733887
	Iteration 1F: 3 clusters Score -6040640 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -6041450.000000 Penalty: 5515.733887
	Iteration 2Q: 3 clusters Score -6041450 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -6042452.000000 Penalty: 5515.733887
	Iteration 3Q: 3 clusters Score -6042452 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -6043838.000000 Penalty: 5515.733887
	Iteration 4Q: 3 clusters Score -6043838 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -6045613.500000 Penalty: 5515.733887
	Iteration 5F: 3 clusters Score -6045614 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -6047839.000000 Penalty: 5515.733887
	Iteration 6F: 3 clusters Score -6047839 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6050808.000000 Penalty: 5515.733887
	Iteration 7F: 3 clusters Score -6050808 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -6054154.000000 Penalty: 5515.733887
	Iteration 8F: 3 clusters Score -6054154 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -6056874.500000 Penalty: 5515.733887
	Iteration 9F: 3 clusters Score -6056874 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -6058488.500000 Penalty: 5515.733887
	Iteration 10Q: 3 clusters Score -6058488 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6059460.500000 Penalty: 5515.733887
	Iteration 11Q: 3 clusters Score -6059460 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6059996.000000 Penalty: 5515.733887
	Iteration 12Q: 3 clusters Score -6059996 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6060396.000000 Penalty: 5515.733887
	Iteration 13Q: 3 clusters Score -6060396 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -6060738.500000 Penalty: 5515.733887
	Iteration 14Q: 3 clusters Score -6060738 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -6061005.000000 Penalty: 5515.733887
	Iteration 15Q: 3 clusters Score -6061005 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6061313.000000 Penalty: 5515.733887
	Iteration 16Q: 3 clusters Score -6061313 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -6061569.500000 Penalty: 5515.733887
	Iteration 17Q: 3 clusters Score -6061570 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -6061831.000000 Penalty: 5515.733887
	Iteration 18Q: 3 clusters Score -6061831 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -6062059.000000 Penalty: 5515.733887
	Iteration 19Q: 3 clusters Score -6062059 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -6062364.500000 Penalty: 5515.733887
	Iteration 20F: 3 clusters Score -6062364 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -6062664.500000 Penalty: 5515.733887
	Iteration 21Q: 3 clusters Score -6062664 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -6062949.500000 Penalty: 5515.733887
	Iteration 22Q: 3 clusters Score -6062950 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -6063284.500000 Penalty: 5515.733887
	Iteration 23Q: 3 clusters Score -6063284 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -6063636.000000 Penalty: 5515.733887
	Iteration 24Q: 3 clusters Score -6063636 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -6063959.500000 Penalty: 5515.733887
	Iteration 25Q: 3 clusters Score -6063960 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -6064264.500000 Penalty: 5515.733887
	Iteration 26Q: 3 clusters Score -6064264 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -6064606.500000 Penalty: 5515.733887
	Iteration 27Q: 3 clusters Score -6064606 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -6064956.000000 Penalty: 5515.733887
	Iteration 28Q: 3 clusters Score -6064956 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -6065263.000000 Penalty: 5515.733887
	Iteration 29Q: 3 clusters Score -6065263 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -6065544.500000 Penalty: 5515.733887
	Iteration 30Q: 3 clusters Score -6065544 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -6065749.000000 Penalty: 5515.733887
	Iteration 31Q: 3 clusters Score -6065749 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -6065958.000000 Penalty: 5515.733887
	Iteration 32Q: 3 clusters Score -6065958 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -6066158.000000 Penalty: 5515.733887
	Iteration 33Q: 3 clusters Score -6066158 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -6066342.000000 Penalty: 5515.733887
	Iteration 34Q: 3 clusters Score -6066342 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -6066499.000000 Penalty: 5515.733887
	Iteration 35Q: 3 clusters Score -6066499 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -6066633.000000 Penalty: 5515.733887
	Iteration 36Q: 3 clusters Score -6066633 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -6066745.000000 Penalty: 5515.733887
	Iteration 37Q: 3 clusters Score -6066745 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -6066830.500000 Penalty: 5515.733887
	Iteration 38Q: 3 clusters Score -6066830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -6066901.000000 Penalty: 5515.733887
	Iteration 39Q: 3 clusters Score -6066901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -6066925.500000 Penalty: 5515.733887
	Iteration 40F: 3 clusters Score -6066926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -6066950.000000 Penalty: 5515.733887
	Iteration 41Q: 3 clusters Score -6066950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -6066979.500000 Penalty: 5515.733887
	Iteration 42Q: 3 clusters Score -6066980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -6067005.500000 Penalty: 5515.733887
	Iteration 43Q: 3 clusters Score -6067006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -6067002.500000 Penalty: 5515.733887
	Iteration 44Q: 3 clusters Score -6067002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -6067025.000000 Penalty: 5515.733887
	Iteration 45Q: 3 clusters Score -6067025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -6067040.000000 Penalty: 5515.733887
	Iteration 46Q: 3 clusters Score -6067040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -6067048.500000 Penalty: 5515.733887
	Iteration 47Q: 3 clusters Score -6067048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -6067065.000000 Penalty: 5515.733887
	Iteration 48Q: 3 clusters Score -6067065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -6067065.500000 Penalty: 5515.733887
	Iteration 49Q: 3 clusters Score -6067066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -6067078.500000 Penalty: 5515.733887
	Iteration 50Q: 3 clusters Score -6067078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -6067080.000000 Penalty: 5515.733887
	Iteration 51Q: 3 clusters Score -6067080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -6067087.000000 Penalty: 5515.733887
	Iteration 52Q: 3 clusters Score -6067087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -6067085.500000 Penalty: 5515.733887
	Iteration 53Q: 3 clusters Score -6067086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -6067091.000000 Penalty: 5515.733887
	Iteration 54Q: 3 clusters Score -6067091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -6067089.500000 Penalty: 5515.733887
	Iteration 55Q: 3 clusters Score -6067090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -6067092.000000 Penalty: 5515.733887
	Iteration 56Q: 3 clusters Score -6067092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -6067088.500000 Penalty: 5515.733887
	Iteration 57Q: 3 clusters Score -6067088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -6067083.500000 Penalty: 5515.733887
	Iteration 58Q: 3 clusters Score -6067084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -6067087.500000 Penalty: 5515.733887
	Iteration 59Q: 3 clusters Score -6067088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -6067085.000000 Penalty: 5515.733887
	Iteration 60F: 3 clusters Score -6067085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -6067088.500000 Penalty: 5515.733887
	Iteration 61Q: 3 clusters Score -6067088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -6067083.500000 Penalty: 5515.733887
	Iteration 62Q: 3 clusters Score -6067084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -6067083.500000 Penalty: 5515.733887
	Iteration 63F: 3 clusters Score -6067084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Entering Unmasked Estep 
Score: -13807040.000000 Penalty: 2961.747559
	Iteration 0F: 2 clusters Score -1.380704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -13704024.000000 Penalty: 5923.495117
	Iteration 0F: 3 clusters Score -1.370402e+07 nChanged 73306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -13745971.000000 Penalty: 5923.495117
	Iteration 1F: 3 clusters Score -1.374597e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -13746835.000000 Penalty: 5923.495117
	Iteration 2Q: 3 clusters Score -1.374684e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -13747795.000000 Penalty: 5923.495117
	Iteration 3Q: 3 clusters Score -1.37478e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -13748965.000000 Penalty: 5923.495117
	Iteration 4Q: 3 clusters Score -1.374896e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -13750338.000000 Penalty: 5923.495117
	Iteration 5Q: 3 clusters Score -1.375034e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -13752200.000000 Penalty: 5923.495117
	Iteration 6Q: 3 clusters Score -1.37522e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -13754904.000000 Penalty: 5923.495117
	Iteration 7Q: 3 clusters Score -1.37549e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -13758736.000000 Penalty: 5923.495117
	Iteration 8F: 3 clusters Score -1.375874e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -13764378.000000 Penalty: 5923.495117
	Iteration 9F: 3 clusters Score -1.376438e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -13771087.000000 Penalty: 5923.495117
	Iteration 10F: 3 clusters Score -1.377109e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
Score: -13778072.000000 Penalty: 5923.495117
	Iteration 11F: 3 clusters Score -1.377807e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -13784257.000000 Penalty: 5923.495117
	Iteration 12F: 3 clusters Score -1.378426e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -13789004.000000 Penalty: 5923.495117
	Iteration 13Q: 3 clusters Score -1.3789e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 132009 members 
Entering Unmasked Estep 
Score: -13792794.000000 Penalty: 5923.495117
	Iteration 14Q: 3 clusters Score -1.379279e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -13795485.000000 Penalty: 5923.495117
	Iteration 15Q: 3 clusters Score -1.379548e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 138540 members 
Entering Unmasked Estep 
Score: -13797581.000000 Penalty: 5923.495117
	Iteration 16Q: 3 clusters Score -1.379758e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 140942 members 
Entering Unmasked Estep 
Score: -13799368.000000 Penalty: 5923.495117
	Iteration 17Q: 3 clusters Score -1.379937e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -13800616.000000 Penalty: 5923.495117
	Iteration 18Q: 3 clusters Score -1.380062e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -13801646.000000 Penalty: 5923.495117
	Iteration 19Q: 3 clusters Score -1.380165e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -13802264.000000 Penalty: 5923.495117
	Iteration 20F: 3 clusters Score -1.380226e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 146538 members 
Entering Unmasked Estep 
Score: -13802759.000000 Penalty: 5923.495117
	Iteration 21Q: 3 clusters Score -1.380276e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 147330 members 
Entering Unmasked Estep 
Score: -13803080.000000 Penalty: 5923.495117
	Iteration 22Q: 3 clusters Score -1.380308e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -13803396.000000 Penalty: 5923.495117
	Iteration 23Q: 3 clusters Score -1.38034e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 148647 members 
Entering Unmasked Estep 
Score: -13803582.000000 Penalty: 5923.495117
	Iteration 24Q: 3 clusters Score -1.380358e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
Score: -13803678.000000 Penalty: 5923.495117
	Iteration 25Q: 3 clusters Score -1.380368e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 149609 members 
Entering Unmasked Estep 
Score: -13803809.000000 Penalty: 5923.495117
	Iteration 26Q: 3 clusters Score -1.380381e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -13803921.000000 Penalty: 5923.495117
	Iteration 27Q: 3 clusters Score -1.380392e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -13804009.000000 Penalty: 5923.495117
	Iteration 28Q: 3 clusters Score -1.380401e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -13804058.000000 Penalty: 5923.495117
	Iteration 29Q: 3 clusters Score -1.380406e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -13804120.000000 Penalty: 5923.495117
	Iteration 30Q: 3 clusters Score -1.380412e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -13804193.000000 Penalty: 5923.495117
	Iteration 31Q: 3 clusters Score -1.380419e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -13804265.000000 Penalty: 5923.495117
	Iteration 32Q: 3 clusters Score -1.380426e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -13804325.000000 Penalty: 5923.495117
	Iteration 33Q: 3 clusters Score -1.380432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -13804368.000000 Penalty: 5923.495117
	Iteration 34Q: 3 clusters Score -1.380437e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -13804418.000000 Penalty: 5923.495117
	Iteration 35Q: 3 clusters Score -1.380442e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -13804463.000000 Penalty: 5923.495117
	Iteration 36Q: 3 clusters Score -1.380446e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 151815 members 
Entering Unmasked Estep 
Score: -13804469.000000 Penalty: 5923.495117
	Iteration 37Q: 3 clusters Score -1.380447e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -13804500.000000 Penalty: 5923.495117
	Iteration 38Q: 3 clusters Score -1.38045e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -13804508.000000 Penalty: 5923.495117
	Iteration 39Q: 3 clusters Score -1.380451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -13804529.000000 Penalty: 5923.495117
	Iteration 40F: 3 clusters Score -1.380453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -13804516.000000 Penalty: 5923.495117
	Iteration 41Q: 3 clusters Score -1.380452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -13804517.000000 Penalty: 5923.495117
	Iteration 42Q: 3 clusters Score -1.380452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -13804526.000000 Penalty: 5923.495117
	Iteration 43Q: 3 clusters Score -1.380453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 152044 members 
Entering Unmasked Estep 
Score: -13804527.000000 Penalty: 5923.495117
	Iteration 44Q: 3 clusters Score -1.380453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 152056 members 
Entering Unmasked Estep 
Score: -13804525.000000 Penalty: 5923.495117
	Iteration 45Q: 3 clusters Score -1.380452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 152068 members 
Entering Unmasked Estep 
Score: -13804520.000000 Penalty: 5923.495117
	Iteration 46Q: 3 clusters Score -1.380452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -13804529.000000 Penalty: 5923.495117
	Iteration 47Q: 3 clusters Score -1.380453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -13804524.000000 Penalty: 5923.495117
	Iteration 48Q: 3 clusters Score -1.380452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 152092 members 
Entering Unmasked Estep 
Score: -13804534.000000 Penalty: 5923.495117
	Iteration 49Q: 3 clusters Score -1.380453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -13804534.000000 Penalty: 5923.495117
	Iteration 50Q: 3 clusters Score -1.380453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -13804536.000000 Penalty: 5923.495117
	Iteration 51Q: 3 clusters Score -1.380454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -13804535.000000 Penalty: 5923.495117
	Iteration 52Q: 3 clusters Score -1.380454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -13804545.000000 Penalty: 5923.495117
	Iteration 53Q: 3 clusters Score -1.380454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -13804552.000000 Penalty: 5923.495117
	Iteration 54Q: 3 clusters Score -1.380455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -13804553.000000 Penalty: 5923.495117
	Iteration 55Q: 3 clusters Score -1.380455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 152126 members 
Entering Unmasked Estep 
Score: -13804550.000000 Penalty: 5923.495117
	Iteration 56Q: 3 clusters Score -1.380455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -13804544.000000 Penalty: 5923.495117
	Iteration 57Q: 3 clusters Score -1.380454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -13804546.000000 Penalty: 5923.495117
	Iteration 58Q: 3 clusters Score -1.380455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -13804545.000000 Penalty: 5923.495117
	Iteration 59Q: 3 clusters Score -1.380454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -13804550.000000 Penalty: 5923.495117
	Iteration 60F: 3 clusters Score -1.380455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -13804552.000000 Penalty: 5923.495117
	Iteration 61Q: 3 clusters Score -1.380455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -13804552.000000 Penalty: 5923.495117
	Iteration 62Q: 3 clusters Score -1.380455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -13804555.000000 Penalty: 5923.495117
	Iteration 63Q: 3 clusters Score -1.380456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -13804546.000000 Penalty: 5923.495117
	Iteration 64Q: 3 clusters Score -1.380455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -13804543.000000 Penalty: 5923.495117
	Iteration 65Q: 3 clusters Score -1.380454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -13804547.000000 Penalty: 5923.495117
	Iteration 66Q: 3 clusters Score -1.380455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -13804547.000000 Penalty: 5923.495117
	Iteration 67F: 3 clusters Score -1.380455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Entering Unmasked Estep 
Score: -2166598.750000 Penalty: 2514.235352
	Iteration 0F: 2 clusters Score -2166599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2149089.250000 Penalty: 5028.470703
	Iteration 0F: 3 clusters Score -2149089 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2155061.250000 Penalty: 5028.470703
	Iteration 1F: 3 clusters Score -2155061 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2155392.250000 Penalty: 5028.470703
	Iteration 2Q: 3 clusters Score -2155392 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2155640.750000 Penalty: 5028.470703
	Iteration 3Q: 3 clusters Score -2155641 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2155869.250000 Penalty: 5028.470703
	Iteration 4Q: 3 clusters Score -2155869 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2156084.000000 Penalty: 5028.470703
	Iteration 5Q: 3 clusters Score -2156084 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2156275.500000 Penalty: 5028.470703
	Iteration 6Q: 3 clusters Score -2156276 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2156480.750000 Penalty: 5028.470703
	Iteration 7Q: 3 clusters Score -2156481 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2156762.000000 Penalty: 5028.470703
	Iteration 8Q: 3 clusters Score -2156762 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2157181.250000 Penalty: 5028.470703
	Iteration 9Q: 3 clusters Score -2157181 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2157691.500000 Penalty: 5028.470703
	Iteration 10Q: 3 clusters Score -2157692 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2158262.750000 Penalty: 5028.470703
	Iteration 11Q: 3 clusters Score -2158263 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2158873.500000 Penalty: 5028.470703
	Iteration 12Q: 3 clusters Score -2158874 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2159538.500000 Penalty: 5028.470703
	Iteration 13Q: 3 clusters Score -2159538 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2160231.250000 Penalty: 5028.470703
	Iteration 14Q: 3 clusters Score -2160231 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2160943.500000 Penalty: 5028.470703
	Iteration 15Q: 3 clusters Score -2160944 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2161602.750000 Penalty: 5028.470703
	Iteration 16Q: 3 clusters Score -2161603 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2162182.250000 Penalty: 5028.470703
	Iteration 17Q: 3 clusters Score -2162182 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2162650.750000 Penalty: 5028.470703
	Iteration 18Q: 3 clusters Score -2162651 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2163075.250000 Penalty: 5028.470703
	Iteration 19Q: 3 clusters Score -2163075 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2163473.750000 Penalty: 5028.470703
	Iteration 20F: 3 clusters Score -2163474 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2163755.750000 Penalty: 5028.470703
	Iteration 21Q: 3 clusters Score -2163756 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2163971.500000 Penalty: 5028.470703
	Iteration 22Q: 3 clusters Score -2163972 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2164156.500000 Penalty: 5028.470703
	Iteration 23Q: 3 clusters Score -2164156 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2164302.000000 Penalty: 5028.470703
	Iteration 24Q: 3 clusters Score -2164302 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2164412.000000 Penalty: 5028.470703
	Iteration 25Q: 3 clusters Score -2164412 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2164471.500000 Penalty: 5028.470703
	Iteration 26Q: 3 clusters Score -2164472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2164525.500000 Penalty: 5028.470703
	Iteration 27Q: 3 clusters Score -2164526 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2164563.000000 Penalty: 5028.470703
	Iteration 28Q: 3 clusters Score -2164563 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2164603.000000 Penalty: 5028.470703
	Iteration 29Q: 3 clusters Score -2164603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2164629.000000 Penalty: 5028.470703
	Iteration 30Q: 3 clusters Score -2164629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2164653.500000 Penalty: 5028.470703
	Iteration 31Q: 3 clusters Score -2164654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2164677.000000 Penalty: 5028.470703
	Iteration 32Q: 3 clusters Score -2164677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2164696.500000 Penalty: 5028.470703
	Iteration 33Q: 3 clusters Score -2164696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2164711.500000 Penalty: 5028.470703
	Iteration 34Q: 3 clusters Score -2164712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2164723.500000 Penalty: 5028.470703
	Iteration 35Q: 3 clusters Score -2164724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2164730.500000 Penalty: 5028.470703
	Iteration 36Q: 3 clusters Score -2164730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2164736.750000 Penalty: 5028.470703
	Iteration 37Q: 3 clusters Score -2164737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2164748.750000 Penalty: 5028.470703
	Iteration 38Q: 3 clusters Score -2164749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2164754.750000 Penalty: 5028.470703
	Iteration 39Q: 3 clusters Score -2164755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2164757.500000 Penalty: 5028.470703
	Iteration 40F: 3 clusters Score -2164758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2164764.750000 Penalty: 5028.470703
	Iteration 41Q: 3 clusters Score -2164765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2164768.250000 Penalty: 5028.470703
	Iteration 42Q: 3 clusters Score -2164768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2164777.500000 Penalty: 5028.470703
	Iteration 43Q: 3 clusters Score -2164778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2164780.750000 Penalty: 5028.470703
	Iteration 44Q: 3 clusters Score -2164781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2164786.750000 Penalty: 5028.470703
	Iteration 45Q: 3 clusters Score -2164787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2164795.500000 Penalty: 5028.470703
	Iteration 46Q: 3 clusters Score -2164796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2164793.500000 Penalty: 5028.470703
	Iteration 47Q: 3 clusters Score -2164794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2164800.250000 Penalty: 5028.470703
	Iteration 48Q: 3 clusters Score -2164800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2164805.250000 Penalty: 5028.470703
	Iteration 49Q: 3 clusters Score -2164805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2164814.250000 Penalty: 5028.470703
	Iteration 50Q: 3 clusters Score -2164814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2164817.750000 Penalty: 5028.470703
	Iteration 51Q: 3 clusters Score -2164818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2164825.000000 Penalty: 5028.470703
	Iteration 52Q: 3 clusters Score -2164825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2164836.000000 Penalty: 5028.470703
	Iteration 53Q: 3 clusters Score -2164836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2164846.000000 Penalty: 5028.470703
	Iteration 54Q: 3 clusters Score -2164846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2164840.750000 Penalty: 5028.470703
	Iteration 55Q: 3 clusters Score -2164841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2164848.500000 Penalty: 5028.470703
	Iteration 56Q: 3 clusters Score -2164848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2164857.750000 Penalty: 5028.470703
	Iteration 57Q: 3 clusters Score -2164858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2164860.500000 Penalty: 5028.470703
	Iteration 58Q: 3 clusters Score -2164860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2164868.250000 Penalty: 5028.470703
	Iteration 59Q: 3 clusters Score -2164868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2164874.250000 Penalty: 5028.470703
	Iteration 60F: 3 clusters Score -2164874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2164874.250000 Penalty: 5028.470703
	Iteration 61Q: 3 clusters Score -2164874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2164876.750000 Penalty: 5028.470703
	Iteration 62Q: 3 clusters Score -2164877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2164880.750000 Penalty: 5028.470703
	Iteration 63Q: 3 clusters Score -2164881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2164880.250000 Penalty: 5028.470703
	Iteration 64Q: 3 clusters Score -2164880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2164884.500000 Penalty: 5028.470703
	Iteration 65Q: 3 clusters Score -2164884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2164887.750000 Penalty: 5028.470703
	Iteration 66Q: 3 clusters Score -2164888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2164889.000000 Penalty: 5028.470703
	Iteration 67Q: 3 clusters Score -2164889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2164892.250000 Penalty: 5028.470703
	Iteration 68Q: 3 clusters Score -2164892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2164891.750000 Penalty: 5028.470703
	Iteration 69Q: 3 clusters Score -2164892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2164892.000000 Penalty: 5028.470703
	Iteration 70Q: 3 clusters Score -2164892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2164890.500000 Penalty: 5028.470703
	Iteration 71Q: 3 clusters Score -2164890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2164893.500000 Penalty: 5028.470703
	Iteration 72Q: 3 clusters Score -2164894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2164896.250000 Penalty: 5028.470703
	Iteration 73Q: 3 clusters Score -2164896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2164900.250000 Penalty: 5028.470703
	Iteration 74Q: 3 clusters Score -2164900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2164901.750000 Penalty: 5028.470703
	Iteration 75Q: 3 clusters Score -2164902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2164901.500000 Penalty: 5028.470703
	Iteration 76Q: 3 clusters Score -2164902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2164901.750000 Penalty: 5028.470703
	Iteration 77Q: 3 clusters Score -2164902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2164904.750000 Penalty: 5028.470703
	Iteration 78Q: 3 clusters Score -2164905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2164904.750000 Penalty: 5028.470703
	Iteration 79F: 3 clusters Score -2164905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Entering Unmasked Estep 
Score: -2001901.500000 Penalty: 2488.907715
	Iteration 0F: 2 clusters Score -2001902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1986056.125000 Penalty: 4977.815430
	Iteration 0F: 3 clusters Score -1986056 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1991414.875000 Penalty: 4977.815430
	Iteration 1F: 3 clusters Score -1991415 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1991870.500000 Penalty: 4977.815430
	Iteration 2F: 3 clusters Score -1991870 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1992266.000000 Penalty: 4977.815430
	Iteration 3Q: 3 clusters Score -1992266 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1992606.375000 Penalty: 4977.815430
	Iteration 4Q: 3 clusters Score -1992606 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1992932.125000 Penalty: 4977.815430
	Iteration 5Q: 3 clusters Score -1992932 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1993281.375000 Penalty: 4977.815430
	Iteration 6Q: 3 clusters Score -1993281 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1993645.500000 Penalty: 4977.815430
	Iteration 7Q: 3 clusters Score -1993646 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1993973.375000 Penalty: 4977.815430
	Iteration 8Q: 3 clusters Score -1993973 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1994282.875000 Penalty: 4977.815430
	Iteration 9Q: 3 clusters Score -1994283 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1994586.000000 Penalty: 4977.815430
	Iteration 10Q: 3 clusters Score -1994586 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1994829.875000 Penalty: 4977.815430
	Iteration 11Q: 3 clusters Score -1994830 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1995032.375000 Penalty: 4977.815430
	Iteration 12Q: 3 clusters Score -1995032 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1995199.125000 Penalty: 4977.815430
	Iteration 13Q: 3 clusters Score -1995199 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1995359.500000 Penalty: 4977.815430
	Iteration 14Q: 3 clusters Score -1995360 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1995488.625000 Penalty: 4977.815430
	Iteration 15Q: 3 clusters Score -1995489 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1995588.625000 Penalty: 4977.815430
	Iteration 16Q: 3 clusters Score -1995589 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1995682.625000 Penalty: 4977.815430
	Iteration 17Q: 3 clusters Score -1995683 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1995787.750000 Penalty: 4977.815430
	Iteration 18Q: 3 clusters Score -1995788 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1995901.625000 Penalty: 4977.815430
	Iteration 19Q: 3 clusters Score -1995902 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1996048.750000 Penalty: 4977.815430
	Iteration 20F: 3 clusters Score -1996049 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1996226.375000 Penalty: 4977.815430
	Iteration 21Q: 3 clusters Score -1996226 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1996437.000000 Penalty: 4977.815430
	Iteration 22Q: 3 clusters Score -1996437 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1996665.125000 Penalty: 4977.815430
	Iteration 23Q: 3 clusters Score -1996665 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1996901.750000 Penalty: 4977.815430
	Iteration 24Q: 3 clusters Score -1996902 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1997164.500000 Penalty: 4977.815430
	Iteration 25Q: 3 clusters Score -1997164 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1997457.375000 Penalty: 4977.815430
	Iteration 26Q: 3 clusters Score -1997457 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1997721.250000 Penalty: 4977.815430
	Iteration 27Q: 3 clusters Score -1997721 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1997979.000000 Penalty: 4977.815430
	Iteration 28Q: 3 clusters Score -1997979 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1998243.000000 Penalty: 4977.815430
	Iteration 29Q: 3 clusters Score -1998243 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1998489.000000 Penalty: 4977.815430
	Iteration 30Q: 3 clusters Score -1998489 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1998734.375000 Penalty: 4977.815430
	Iteration 31Q: 3 clusters Score -1998734 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1998918.375000 Penalty: 4977.815430
	Iteration 32Q: 3 clusters Score -1998918 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1999049.500000 Penalty: 4977.815430
	Iteration 33Q: 3 clusters Score -1999050 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1999161.125000 Penalty: 4977.815430
	Iteration 34Q: 3 clusters Score -1999161 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1999243.375000 Penalty: 4977.815430
	Iteration 35Q: 3 clusters Score -1999243 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1999297.375000 Penalty: 4977.815430
	Iteration 36Q: 3 clusters Score -1999297 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1999340.625000 Penalty: 4977.815430
	Iteration 37Q: 3 clusters Score -1999341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1999377.500000 Penalty: 4977.815430
	Iteration 38Q: 3 clusters Score -1999378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1999404.000000 Penalty: 4977.815430
	Iteration 39Q: 3 clusters Score -1999404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1999432.625000 Penalty: 4977.815430
	Iteration 40F: 3 clusters Score -1999433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1999459.375000 Penalty: 4977.815430
	Iteration 41Q: 3 clusters Score -1999459 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -1999479.500000 Penalty: 4977.815430
	Iteration 42Q: 3 clusters Score -1999480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1999502.625000 Penalty: 4977.815430
	Iteration 43Q: 3 clusters Score -1999503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1999515.875000 Penalty: 4977.815430
	Iteration 44Q: 3 clusters Score -1999516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -1999533.250000 Penalty: 4977.815430
	Iteration 45Q: 3 clusters Score -1999533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1999553.125000 Penalty: 4977.815430
	Iteration 46Q: 3 clusters Score -1999553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1999568.875000 Penalty: 4977.815430
	Iteration 47Q: 3 clusters Score -1999569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1999573.125000 Penalty: 4977.815430
	Iteration 48Q: 3 clusters Score -1999573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1999591.250000 Penalty: 4977.815430
	Iteration 49Q: 3 clusters Score -1999591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1999602.250000 Penalty: 4977.815430
	Iteration 50Q: 3 clusters Score -1999602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1999617.125000 Penalty: 4977.815430
	Iteration 51Q: 3 clusters Score -1999617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -1999620.500000 Penalty: 4977.815430
	Iteration 52Q: 3 clusters Score -1999620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1999629.875000 Penalty: 4977.815430
	Iteration 53Q: 3 clusters Score -1999630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -1999634.625000 Penalty: 4977.815430
	Iteration 54Q: 3 clusters Score -1999635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1999635.125000 Penalty: 4977.815430
	Iteration 55Q: 3 clusters Score -1999635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -1999641.375000 Penalty: 4977.815430
	Iteration 56Q: 3 clusters Score -1999641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1999645.125000 Penalty: 4977.815430
	Iteration 57Q: 3 clusters Score -1999645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -1999646.000000 Penalty: 4977.815430
	Iteration 58Q: 3 clusters Score -1999646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1999646.125000 Penalty: 4977.815430
	Iteration 59Q: 3 clusters Score -1999646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -1999645.875000 Penalty: 4977.815430
	Iteration 60F: 3 clusters Score -1999646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -1999651.625000 Penalty: 4977.815430
	Iteration 61Q: 3 clusters Score -1999652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1999652.625000 Penalty: 4977.815430
	Iteration 62Q: 3 clusters Score -1999653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1999654.625000 Penalty: 4977.815430
	Iteration 63Q: 3 clusters Score -1999655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1999652.625000 Penalty: 4977.815430
	Iteration 64Q: 3 clusters Score -1999653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1999650.125000 Penalty: 4977.815430
	Iteration 65Q: 3 clusters Score -1999650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1999654.875000 Penalty: 4977.815430
	Iteration 66Q: 3 clusters Score -1999655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1999663.125000 Penalty: 4977.815430
	Iteration 67Q: 3 clusters Score -1999663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -1999662.000000 Penalty: 4977.815430
	Iteration 68Q: 3 clusters Score -1999662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1999663.875000 Penalty: 4977.815430
	Iteration 69Q: 3 clusters Score -1999664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1999661.250000 Penalty: 4977.815430
	Iteration 70Q: 3 clusters Score -1999661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1999663.875000 Penalty: 4977.815430
	Iteration 71Q: 3 clusters Score -1999664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1999667.250000 Penalty: 4977.815430
	Iteration 72Q: 3 clusters Score -1999667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -1999669.250000 Penalty: 4977.815430
	Iteration 73Q: 3 clusters Score -1999669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1999670.000000 Penalty: 4977.815430
	Iteration 74Q: 3 clusters Score -1999670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1999675.125000 Penalty: 4977.815430
	Iteration 75Q: 3 clusters Score -1999675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1999675.500000 Penalty: 4977.815430
	Iteration 76Q: 3 clusters Score -1999676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1999675.250000 Penalty: 4977.815430
	Iteration 77Q: 3 clusters Score -1999675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1999673.000000 Penalty: 4977.815430
	Iteration 78Q: 3 clusters Score -1999673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1999675.375000 Penalty: 4977.815430
	Iteration 79Q: 3 clusters Score -1999675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -1999675.625000 Penalty: 4977.815430
	Iteration 80F: 3 clusters Score -1999676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1999674.750000 Penalty: 4977.815430
	Iteration 81Q: 3 clusters Score -1999675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -1999673.625000 Penalty: 4977.815430
	Iteration 82Q: 3 clusters Score -1999674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -1999673.625000 Penalty: 4977.815430
	Iteration 83F: 3 clusters Score -1999674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -549580.937500 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -549580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -544134.875000 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -544134.9 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -545522.250000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -545522.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -545782.687500 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -545782.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -545967.250000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -545967.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -546119.562500 Penalty: 4358.915039
	Iteration 4Q: 3 clusters Score -546119.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -546250.937500 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -546250.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -546384.875000 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -546384.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -546523.625000 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -546523.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -546681.437500 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -546681.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -546861.125000 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -546861.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -547042.250000 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -547042.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -547202.000000 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -547202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -547317.750000 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -547317.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -547442.937500 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -547442.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -547555.062500 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -547555.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -547646.687500 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -547646.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -547733.812500 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -547733.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -547806.937500 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -547806.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -547897.687500 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -547897.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -547980.125000 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -547980.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -548034.062500 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -548034.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -548072.687500 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -548072.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -548100.437500 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -548100.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -548119.250000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -548119.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -548131.750000 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -548131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -548137.062500 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -548137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -548140.375000 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -548140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -548140.937500 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -548140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -548142.312500 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -548142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -548142.500000 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -548142.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -548144.187500 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -548144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -548145.500000 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -548145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -548146.625000 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -548146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -548146.000000 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -548146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -548146.562500 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -548146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -548146.562500 Penalty: 4358.915039
	Iteration 35F: 3 clusters Score -548146.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -673718.437500 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -673718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -667376.937500 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -667376.9 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -669110.187500 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -669110.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -669393.812500 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -669393.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -669578.875000 Penalty: 4455.163574
	Iteration 3F: 3 clusters Score -669578.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -669747.000000 Penalty: 4455.163574
	Iteration 4Q: 3 clusters Score -669747 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -669938.312500 Penalty: 4455.163574
	Iteration 5Q: 3 clusters Score -669938.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -670208.437500 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -670208.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -670509.062500 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -670509.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -670858.750000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -670858.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -671186.312500 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -671186.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -671457.625000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -671457.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -671644.437500 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -671644.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -671806.750000 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -671806.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -671950.687500 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -671950.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -672076.750000 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -672076.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -672181.187500 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -672181.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -672249.312500 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -672249.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -672308.875000 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -672308.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -672344.500000 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -672344.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -672374.750000 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -672374.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -672393.625000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -672393.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -672407.562500 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -672407.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -672422.750000 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -672422.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -672435.125000 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -672435.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -672448.937500 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -672448.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -672470.000000 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -672470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -672495.500000 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -672495.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -672523.187500 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -672523.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -672560.937500 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -672560.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -672604.125000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -672604.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -672657.812500 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -672657.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -672718.562500 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -672718.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -672787.062500 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -672787.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -672839.437500 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -672839.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -672915.437500 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -672915.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -672984.187500 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -672984.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -673072.937500 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -673072.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -673162.937500 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -673162.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -673269.500000 Penalty: 4455.163574
	Iteration 38Q: 3 clusters Score -673269.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -673380.500000 Penalty: 4455.163574
	Iteration 39Q: 3 clusters Score -673380.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -673461.437500 Penalty: 4455.163574
	Iteration 40F: 3 clusters Score -673461.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -673507.250000 Penalty: 4455.163574
	Iteration 41Q: 3 clusters Score -673507.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -673532.062500 Penalty: 4455.163574
	Iteration 42Q: 3 clusters Score -673532.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -673549.187500 Penalty: 4455.163574
	Iteration 43Q: 3 clusters Score -673549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -673554.750000 Penalty: 4455.163574
	Iteration 44Q: 3 clusters Score -673554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -673562.187500 Penalty: 4455.163574
	Iteration 45Q: 3 clusters Score -673562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -673568.625000 Penalty: 4455.163574
	Iteration 46Q: 3 clusters Score -673568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -673573.250000 Penalty: 4455.163574
	Iteration 47Q: 3 clusters Score -673573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -673576.812500 Penalty: 4455.163574
	Iteration 48Q: 3 clusters Score -673576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -673576.312500 Penalty: 4455.163574
	Iteration 49Q: 3 clusters Score -673576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -673578.187500 Penalty: 4455.163574
	Iteration 50Q: 3 clusters Score -673578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -673577.875000 Penalty: 4455.163574
	Iteration 51Q: 3 clusters Score -673577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -673577.875000 Penalty: 4455.163574
	Iteration 52F: 3 clusters Score -673577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (380115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380115 members 
Entering Unmasked Estep 
Score: -33637660.000000 Penalty: 3186.360840
	Iteration 0F: 2 clusters Score -3.363766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190024 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -33383992.000000 Penalty: 6372.721680
	Iteration 0F: 3 clusters Score -3.338399e+07 nChanged 184839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 188702 members 
Entering Unmasked Estep 
Score: -33493696.000000 Penalty: 6372.721680
	Iteration 1F: 3 clusters Score -3.34937e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 188672 members 
Entering Unmasked Estep 
Score: -33495056.000000 Penalty: 6372.721680
	Iteration 2Q: 3 clusters Score -3.349506e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191580 members 
Mstep: Class 2 contains 188535 members 
Entering Unmasked Estep 
Score: -33496558.000000 Penalty: 6372.721680
	Iteration 3Q: 3 clusters Score -3.349656e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 188296 members 
Entering Unmasked Estep 
Score: -33498710.000000 Penalty: 6372.721680
	Iteration 4Q: 3 clusters Score -3.349871e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192226 members 
Mstep: Class 2 contains 187889 members 
Entering Unmasked Estep 
Score: -33501924.000000 Penalty: 6372.721680
	Iteration 5Q: 3 clusters Score -3.350192e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192734 members 
Mstep: Class 2 contains 187381 members 
Entering Unmasked Estep 
Score: -33506328.000000 Penalty: 6372.721680
	Iteration 6Q: 3 clusters Score -3.350633e+07 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193160 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -33513624.000000 Penalty: 6372.721680
	Iteration 7Q: 3 clusters Score -3.351362e+07 nChanged 19741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193259 members 
Mstep: Class 2 contains 186856 members 
Entering Unmasked Estep 
Score: -33525868.000000 Penalty: 6372.721680
	Iteration 8F: 3 clusters Score -3.352587e+07 nChanged 23838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192903 members 
Mstep: Class 2 contains 187212 members 
Entering Unmasked Estep 
Score: -33543500.000000 Penalty: 6372.721680
	Iteration 9F: 3 clusters Score -3.35435e+07 nChanged 24893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192258 members 
Mstep: Class 2 contains 187857 members 
Entering Unmasked Estep 
Score: -33560568.000000 Penalty: 6372.721680
	Iteration 10F: 3 clusters Score -3.356057e+07 nChanged 19666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191594 members 
Mstep: Class 2 contains 188521 members 
Entering Unmasked Estep 
Score: -33568588.000000 Penalty: 6372.721680
	Iteration 11F: 3 clusters Score -3.356859e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 189085 members 
Entering Unmasked Estep 
Score: -33570752.000000 Penalty: 6372.721680
	Iteration 12Q: 3 clusters Score -3.357075e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190537 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -33571300.000000 Penalty: 6372.721680
	Iteration 13Q: 3 clusters Score -3.35713e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189942 members 
Mstep: Class 2 contains 190173 members 
Entering Unmasked Estep 
Score: -33571704.000000 Penalty: 6372.721680
	Iteration 14Q: 3 clusters Score -3.35717e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189261 members 
Mstep: Class 2 contains 190854 members 
Entering Unmasked Estep 
Score: -33572020.000000 Penalty: 6372.721680
	Iteration 15Q: 3 clusters Score -3.357202e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 191691 members 
Entering Unmasked Estep 
Score: -33572520.000000 Penalty: 6372.721680
	Iteration 16Q: 3 clusters Score -3.357252e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187456 members 
Mstep: Class 2 contains 192659 members 
Entering Unmasked Estep 
Score: -33573028.000000 Penalty: 6372.721680
	Iteration 17Q: 3 clusters Score -3.357303e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186380 members 
Mstep: Class 2 contains 193735 members 
Entering Unmasked Estep 
Score: -33573564.000000 Penalty: 6372.721680
	Iteration 18Q: 3 clusters Score -3.357356e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185133 members 
Mstep: Class 2 contains 194982 members 
Entering Unmasked Estep 
Score: -33574068.000000 Penalty: 6372.721680
	Iteration 19Q: 3 clusters Score -3.357407e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 196496 members 
Entering Unmasked Estep 
Score: -33574768.000000 Penalty: 6372.721680
	Iteration 20F: 3 clusters Score -3.357477e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 198165 members 
Entering Unmasked Estep 
Score: -33575672.000000 Penalty: 6372.721680
	Iteration 21Q: 3 clusters Score -3.357567e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180064 members 
Mstep: Class 2 contains 200051 members 
Entering Unmasked Estep 
Score: -33576796.000000 Penalty: 6372.721680
	Iteration 22Q: 3 clusters Score -3.35768e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 202309 members 
Entering Unmasked Estep 
Score: -33577988.000000 Penalty: 6372.721680
	Iteration 23Q: 3 clusters Score -3.357799e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 204884 members 
Entering Unmasked Estep 
Score: -33579576.000000 Penalty: 6372.721680
	Iteration 24Q: 3 clusters Score -3.357958e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 207737 members 
Entering Unmasked Estep 
Score: -33581256.000000 Penalty: 6372.721680
	Iteration 25Q: 3 clusters Score -3.358126e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 210927 members 
Entering Unmasked Estep 
Score: -33583196.000000 Penalty: 6372.721680
	Iteration 26Q: 3 clusters Score -3.35832e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165866 members 
Mstep: Class 2 contains 214249 members 
Entering Unmasked Estep 
Score: -33585436.000000 Penalty: 6372.721680
	Iteration 27Q: 3 clusters Score -3.358544e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 217695 members 
Entering Unmasked Estep 
Score: -33588048.000000 Penalty: 6372.721680
	Iteration 28Q: 3 clusters Score -3.358805e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 221261 members 
Entering Unmasked Estep 
Score: -33590896.000000 Penalty: 6372.721680
	Iteration 29Q: 3 clusters Score -3.35909e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 224810 members 
Entering Unmasked Estep 
Score: -33593672.000000 Penalty: 6372.721680
	Iteration 30Q: 3 clusters Score -3.359367e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151899 members 
Mstep: Class 2 contains 228216 members 
Entering Unmasked Estep 
Score: -33596044.000000 Penalty: 6372.721680
	Iteration 31Q: 3 clusters Score -3.359604e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 231399 members 
Entering Unmasked Estep 
Score: -33597776.000000 Penalty: 6372.721680
	Iteration 32Q: 3 clusters Score -3.359778e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 234346 members 
Entering Unmasked Estep 
Score: -33599624.000000 Penalty: 6372.721680
	Iteration 33Q: 3 clusters Score -3.359962e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 237163 members 
Entering Unmasked Estep 
Score: -33601152.000000 Penalty: 6372.721680
	Iteration 34Q: 3 clusters Score -3.360115e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140305 members 
Mstep: Class 2 contains 239810 members 
Entering Unmasked Estep 
Score: -33602332.000000 Penalty: 6372.721680
	Iteration 35Q: 3 clusters Score -3.360233e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 242399 members 
Entering Unmasked Estep 
Score: -33603224.000000 Penalty: 6372.721680
	Iteration 36Q: 3 clusters Score -3.360322e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135191 members 
Mstep: Class 2 contains 244924 members 
Entering Unmasked Estep 
Score: -33604068.000000 Penalty: 6372.721680
	Iteration 37Q: 3 clusters Score -3.360407e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132599 members 
Mstep: Class 2 contains 247516 members 
Entering Unmasked Estep 
Score: -33604848.000000 Penalty: 6372.721680
	Iteration 38Q: 3 clusters Score -3.360485e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 250229 members 
Entering Unmasked Estep 
Score: -33605400.000000 Penalty: 6372.721680
	Iteration 39Q: 3 clusters Score -3.36054e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 252931 members 
Entering Unmasked Estep 
Score: -33606176.000000 Penalty: 6372.721680
	Iteration 40F: 3 clusters Score -3.360618e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 255804 members 
Entering Unmasked Estep 
Score: -33606688.000000 Penalty: 6372.721680
	Iteration 41Q: 3 clusters Score -3.360669e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 258710 members 
Entering Unmasked Estep 
Score: -33607256.000000 Penalty: 6372.721680
	Iteration 42Q: 3 clusters Score -3.360726e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 261633 members 
Entering Unmasked Estep 
Score: -33607900.000000 Penalty: 6372.721680
	Iteration 43Q: 3 clusters Score -3.36079e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 264671 members 
Entering Unmasked Estep 
Score: -33608448.000000 Penalty: 6372.721680
	Iteration 44Q: 3 clusters Score -3.360845e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 267803 members 
Entering Unmasked Estep 
Score: -33609048.000000 Penalty: 6372.721680
	Iteration 45Q: 3 clusters Score -3.360905e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 270875 members 
Entering Unmasked Estep 
Score: -33609660.000000 Penalty: 6372.721680
	Iteration 46Q: 3 clusters Score -3.360966e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 274052 members 
Entering Unmasked Estep 
Score: -33610284.000000 Penalty: 6372.721680
	Iteration 47Q: 3 clusters Score -3.361028e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 277225 members 
Entering Unmasked Estep 
Score: -33610688.000000 Penalty: 6372.721680
	Iteration 48Q: 3 clusters Score -3.361069e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 280486 members 
Entering Unmasked Estep 
Score: -33611328.000000 Penalty: 6372.721680
	Iteration 49Q: 3 clusters Score -3.361133e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 283833 members 
Entering Unmasked Estep 
Score: -33611960.000000 Penalty: 6372.721680
	Iteration 50Q: 3 clusters Score -3.361196e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 287242 members 
Entering Unmasked Estep 
Score: -33612724.000000 Penalty: 6372.721680
	Iteration 51Q: 3 clusters Score -3.361272e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 290697 members 
Entering Unmasked Estep 
Score: -33613348.000000 Penalty: 6372.721680
	Iteration 52Q: 3 clusters Score -3.361335e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 294173 members 
Entering Unmasked Estep 
Score: -33614136.000000 Penalty: 6372.721680
	Iteration 53Q: 3 clusters Score -3.361414e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 297734 members 
Entering Unmasked Estep 
Score: -33614928.000000 Penalty: 6372.721680
	Iteration 54Q: 3 clusters Score -3.361493e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 301140 members 
Entering Unmasked Estep 
Score: -33615548.000000 Penalty: 6372.721680
	Iteration 55Q: 3 clusters Score -3.361555e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 304538 members 
Entering Unmasked Estep 
Score: -33616352.000000 Penalty: 6372.721680
	Iteration 56Q: 3 clusters Score -3.361635e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 307956 members 
Entering Unmasked Estep 
Score: -33616968.000000 Penalty: 6372.721680
	Iteration 57Q: 3 clusters Score -3.361697e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 311346 members 
Entering Unmasked Estep 
Score: -33617748.000000 Penalty: 6372.721680
	Iteration 58Q: 3 clusters Score -3.361775e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 314711 members 
Entering Unmasked Estep 
Score: -33618364.000000 Penalty: 6372.721680
	Iteration 59Q: 3 clusters Score -3.361836e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 318042 members 
Entering Unmasked Estep 
Score: -33619148.000000 Penalty: 6372.721680
	Iteration 60F: 3 clusters Score -3.361915e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 321426 members 
Entering Unmasked Estep 
Score: -33620104.000000 Penalty: 6372.721680
	Iteration 61Q: 3 clusters Score -3.36201e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 324632 members 
Entering Unmasked Estep 
Score: -33620652.000000 Penalty: 6372.721680
	Iteration 62Q: 3 clusters Score -3.362065e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 327791 members 
Entering Unmasked Estep 
Score: -33621360.000000 Penalty: 6372.721680
	Iteration 63Q: 3 clusters Score -3.362136e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 330899 members 
Entering Unmasked Estep 
Score: -33622236.000000 Penalty: 6372.721680
	Iteration 64Q: 3 clusters Score -3.362224e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 333857 members 
Entering Unmasked Estep 
Score: -33623064.000000 Penalty: 6372.721680
	Iteration 65Q: 3 clusters Score -3.362306e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 336779 members 
Entering Unmasked Estep 
Score: -33623772.000000 Penalty: 6372.721680
	Iteration 66Q: 3 clusters Score -3.362377e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 339581 members 
Entering Unmasked Estep 
Score: -33624492.000000 Penalty: 6372.721680
	Iteration 67Q: 3 clusters Score -3.362449e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 342325 members 
Entering Unmasked Estep 
Score: -33625184.000000 Penalty: 6372.721680
	Iteration 68Q: 3 clusters Score -3.362518e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 344981 members 
Entering Unmasked Estep 
Score: -33625688.000000 Penalty: 6372.721680
	Iteration 69Q: 3 clusters Score -3.362569e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 347510 members 
Entering Unmasked Estep 
Score: -33626296.000000 Penalty: 6372.721680
	Iteration 70Q: 3 clusters Score -3.36263e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 349952 members 
Entering Unmasked Estep 
Score: -33626996.000000 Penalty: 6372.721680
	Iteration 71Q: 3 clusters Score -3.3627e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 352268 members 
Entering Unmasked Estep 
Score: -33627540.000000 Penalty: 6372.721680
	Iteration 72Q: 3 clusters Score -3.362754e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 354527 members 
Entering Unmasked Estep 
Score: -33628092.000000 Penalty: 6372.721680
	Iteration 73Q: 3 clusters Score -3.362809e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 356727 members 
Entering Unmasked Estep 
Score: -33628724.000000 Penalty: 6372.721680
	Iteration 74Q: 3 clusters Score -3.362872e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 358802 members 
Entering Unmasked Estep 
Score: -33629224.000000 Penalty: 6372.721680
	Iteration 75Q: 3 clusters Score -3.362922e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 360787 members 
Entering Unmasked Estep 
Score: -33629636.000000 Penalty: 6372.721680
	Iteration 76Q: 3 clusters Score -3.362964e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 362687 members 
Entering Unmasked Estep 
Score: -33630108.000000 Penalty: 6372.721680
	Iteration 77Q: 3 clusters Score -3.363011e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 364534 members 
Entering Unmasked Estep 
Score: -33630628.000000 Penalty: 6372.721680
	Iteration 78Q: 3 clusters Score -3.363063e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 366274 members 
Entering Unmasked Estep 
Score: -33631168.000000 Penalty: 6372.721680
	Iteration 79Q: 3 clusters Score -3.363117e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 367873 members 
Entering Unmasked Estep 
Score: -33631524.000000 Penalty: 6372.721680
	Iteration 80F: 3 clusters Score -3.363152e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 369319 members 
Entering Unmasked Estep 
Score: -33631984.000000 Penalty: 6372.721680
	Iteration 81Q: 3 clusters Score -3.363198e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 370631 members 
Entering Unmasked Estep 
Score: -33632468.000000 Penalty: 6372.721680
	Iteration 82Q: 3 clusters Score -3.363247e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 371772 members 
Entering Unmasked Estep 
Score: -33632940.000000 Penalty: 6372.721680
	Iteration 83Q: 3 clusters Score -3.363294e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 372756 members 
Entering Unmasked Estep 
Score: -33633156.000000 Penalty: 6372.721680
	Iteration 84Q: 3 clusters Score -3.363316e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 373629 members 
Entering Unmasked Estep 
Score: -33633612.000000 Penalty: 6372.721680
	Iteration 85Q: 3 clusters Score -3.363361e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 374335 members 
Entering Unmasked Estep 
Score: -33633924.000000 Penalty: 6372.721680
	Iteration 86Q: 3 clusters Score -3.363392e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 374965 members 
Entering Unmasked Estep 
Score: -33634224.000000 Penalty: 6372.721680
	Iteration 87Q: 3 clusters Score -3.363422e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 375533 members 
Entering Unmasked Estep 
Score: -33634336.000000 Penalty: 6372.721680
	Iteration 88Q: 3 clusters Score -3.363434e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 375993 members 
Entering Unmasked Estep 
Score: -33634556.000000 Penalty: 6372.721680
	Iteration 89Q: 3 clusters Score -3.363456e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 376398 members 
Entering Unmasked Estep 
Score: -33634668.000000 Penalty: 6372.721680
	Iteration 90Q: 3 clusters Score -3.363467e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 376709 members 
Entering Unmasked Estep 
Score: -33634712.000000 Penalty: 6372.721680
	Iteration 91Q: 3 clusters Score -3.363471e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 376980 members 
Entering Unmasked Estep 
Score: -33634800.000000 Penalty: 6372.721680
	Iteration 92Q: 3 clusters Score -3.36348e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 377217 members 
Entering Unmasked Estep 
Score: -33634796.000000 Penalty: 6372.721680
	Iteration 93Q: 3 clusters Score -3.36348e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 377411 members 
Entering Unmasked Estep 
Score: -33634908.000000 Penalty: 6372.721680
	Iteration 94Q: 3 clusters Score -3.363491e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 377580 members 
Entering Unmasked Estep 
Score: -33634860.000000 Penalty: 6372.721680
	Iteration 95Q: 3 clusters Score -3.363486e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 377713 members 
Entering Unmasked Estep 
Score: -33634976.000000 Penalty: 6372.721680
	Iteration 96Q: 3 clusters Score -3.363498e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 377835 members 
Entering Unmasked Estep 
Score: -33634988.000000 Penalty: 6372.721680
	Iteration 97Q: 3 clusters Score -3.363499e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 377936 members 
Entering Unmasked Estep 
Score: -33635016.000000 Penalty: 6372.721680
	Iteration 98Q: 3 clusters Score -3.363502e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 378028 members 
Entering Unmasked Estep 
Score: -33635068.000000 Penalty: 6372.721680
	Iteration 99Q: 3 clusters Score -3.363507e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 378126 members 
Entering Unmasked Estep 
Score: -33635104.000000 Penalty: 6372.721680
	Iteration 100F: 3 clusters Score -3.36351e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 378204 members 
Entering Unmasked Estep 
Score: -33635180.000000 Penalty: 6372.721680
	Iteration 101Q: 3 clusters Score -3.363518e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 378263 members 
Entering Unmasked Estep 
Score: -33635176.000000 Penalty: 6372.721680
	Iteration 102Q: 3 clusters Score -3.363518e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 378311 members 
Entering Unmasked Estep 
Score: -33635188.000000 Penalty: 6372.721680
	Iteration 103Q: 3 clusters Score -3.363519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 378354 members 
Entering Unmasked Estep 
Score: -33635176.000000 Penalty: 6372.721680
	Iteration 104Q: 3 clusters Score -3.363518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 378398 members 
Entering Unmasked Estep 
Score: -33635164.000000 Penalty: 6372.721680
	Iteration 105Q: 3 clusters Score -3.363516e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 378434 members 
Entering Unmasked Estep 
Score: -33635156.000000 Penalty: 6372.721680
	Iteration 106Q: 3 clusters Score -3.363516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 378462 members 
Entering Unmasked Estep 
Score: -33635160.000000 Penalty: 6372.721680
	Iteration 107Q: 3 clusters Score -3.363516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 378485 members 
Entering Unmasked Estep 
Score: -33635124.000000 Penalty: 6372.721680
	Iteration 108Q: 3 clusters Score -3.363512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 378510 members 
Entering Unmasked Estep 
Score: -33635112.000000 Penalty: 6372.721680
	Iteration 109Q: 3 clusters Score -3.363511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 378535 members 
Entering Unmasked Estep 
Score: -33635132.000000 Penalty: 6372.721680
	Iteration 110Q: 3 clusters Score -3.363513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 378560 members 
Entering Unmasked Estep 
Score: -33635148.000000 Penalty: 6372.721680
	Iteration 111Q: 3 clusters Score -3.363515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 378572 members 
Entering Unmasked Estep 
Score: -33635132.000000 Penalty: 6372.721680
	Iteration 112Q: 3 clusters Score -3.363513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 378585 members 
Entering Unmasked Estep 
Score: -33635124.000000 Penalty: 6372.721680
	Iteration 113Q: 3 clusters Score -3.363512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 378596 members 
Entering Unmasked Estep 
Score: -33635128.000000 Penalty: 6372.721680
	Iteration 114Q: 3 clusters Score -3.363513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 378607 members 
Entering Unmasked Estep 
Score: -33635152.000000 Penalty: 6372.721680
	Iteration 115Q: 3 clusters Score -3.363515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 378618 members 
Entering Unmasked Estep 
Score: -33635152.000000 Penalty: 6372.721680
	Iteration 116Q: 3 clusters Score -3.363515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 378634 members 
Entering Unmasked Estep 
Score: -33635160.000000 Penalty: 6372.721680
	Iteration 117Q: 3 clusters Score -3.363516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 378644 members 
Entering Unmasked Estep 
Score: -33635148.000000 Penalty: 6372.721680
	Iteration 118Q: 3 clusters Score -3.363515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 378652 members 
Entering Unmasked Estep 
Score: -33635152.000000 Penalty: 6372.721680
	Iteration 119Q: 3 clusters Score -3.363515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 378657 members 
Entering Unmasked Estep 
Score: -33635172.000000 Penalty: 6372.721680
	Iteration 120F: 3 clusters Score -3.363517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 378664 members 
Entering Unmasked Estep 
Score: -33635156.000000 Penalty: 6372.721680
	Iteration 121Q: 3 clusters Score -3.363516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 378670 members 
Entering Unmasked Estep 
Score: -33635132.000000 Penalty: 6372.721680
	Iteration 122Q: 3 clusters Score -3.363513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 378678 members 
Entering Unmasked Estep 
Score: -33635148.000000 Penalty: 6372.721680
	Iteration 123Q: 3 clusters Score -3.363515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 378686 members 
Entering Unmasked Estep 
Score: -33635136.000000 Penalty: 6372.721680
	Iteration 124Q: 3 clusters Score -3.363514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 378694 members 
Entering Unmasked Estep 
Score: -33635144.000000 Penalty: 6372.721680
	Iteration 125Q: 3 clusters Score -3.363514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 378702 members 
Entering Unmasked Estep 
Score: -33635144.000000 Penalty: 6372.721680
	Iteration 126Q: 3 clusters Score -3.363514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 378708 members 
Entering Unmasked Estep 
Score: -33635144.000000 Penalty: 6372.721680
	Iteration 127Q: 3 clusters Score -3.363514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 378712 members 
Entering Unmasked Estep 
Score: -33635136.000000 Penalty: 6372.721680
	Iteration 128Q: 3 clusters Score -3.363514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 378720 members 
Entering Unmasked Estep 
Score: -33635156.000000 Penalty: 6372.721680
	Iteration 129Q: 3 clusters Score -3.363516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 378723 members 
Entering Unmasked Estep 
Score: -33635160.000000 Penalty: 6372.721680
	Iteration 130Q: 3 clusters Score -3.363516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 378723 members 
Entering Unmasked Estep 
Score: -33635160.000000 Penalty: 6372.721680
	Iteration 131F: 3 clusters Score -3.363516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22358.257812 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21086.199219 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21086.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21160.490234 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21160.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21173.675781 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21173.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21183.394531 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21183.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21186.253906 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21186.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21186.253906 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -21186.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Entering Unmasked Estep 
Score: -1429723.500000 Penalty: 2411.745117
	Iteration 0F: 2 clusters Score -1429724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1417777.250000 Penalty: 4823.490234
	Iteration 0F: 3 clusters Score -1417777 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1421778.375000 Penalty: 4823.490234
	Iteration 1F: 3 clusters Score -1421778 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1422318.250000 Penalty: 4823.490234
	Iteration 2F: 3 clusters Score -1422318 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1422780.625000 Penalty: 4823.490234
	Iteration 3F: 3 clusters Score -1422781 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1423266.375000 Penalty: 4823.490234
	Iteration 4F: 3 clusters Score -1423266 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1423771.125000 Penalty: 4823.490234
	Iteration 5F: 3 clusters Score -1423771 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1424262.750000 Penalty: 4823.490234
	Iteration 6Q: 3 clusters Score -1424263 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1424749.875000 Penalty: 4823.490234
	Iteration 7Q: 3 clusters Score -1424750 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1425186.375000 Penalty: 4823.490234
	Iteration 8Q: 3 clusters Score -1425186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1425684.000000 Penalty: 4823.490234
	Iteration 9Q: 3 clusters Score -1425684 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1426210.250000 Penalty: 4823.490234
	Iteration 10Q: 3 clusters Score -1426210 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1426651.250000 Penalty: 4823.490234
	Iteration 11Q: 3 clusters Score -1426651 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1426963.625000 Penalty: 4823.490234
	Iteration 12Q: 3 clusters Score -1426964 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1427174.625000 Penalty: 4823.490234
	Iteration 13Q: 3 clusters Score -1427175 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1427312.625000 Penalty: 4823.490234
	Iteration 14Q: 3 clusters Score -1427313 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1427404.125000 Penalty: 4823.490234
	Iteration 15Q: 3 clusters Score -1427404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1427465.000000 Penalty: 4823.490234
	Iteration 16Q: 3 clusters Score -1427465 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1427517.500000 Penalty: 4823.490234
	Iteration 17Q: 3 clusters Score -1427518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1427563.500000 Penalty: 4823.490234
	Iteration 18Q: 3 clusters Score -1427564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1427599.125000 Penalty: 4823.490234
	Iteration 19Q: 3 clusters Score -1427599 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1427633.000000 Penalty: 4823.490234
	Iteration 20F: 3 clusters Score -1427633 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1427664.250000 Penalty: 4823.490234
	Iteration 21Q: 3 clusters Score -1427664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1427702.750000 Penalty: 4823.490234
	Iteration 22Q: 3 clusters Score -1427703 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1427742.875000 Penalty: 4823.490234
	Iteration 23Q: 3 clusters Score -1427743 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1427780.375000 Penalty: 4823.490234
	Iteration 24Q: 3 clusters Score -1427780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1427810.250000 Penalty: 4823.490234
	Iteration 25Q: 3 clusters Score -1427810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1427847.625000 Penalty: 4823.490234
	Iteration 26Q: 3 clusters Score -1427848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1427873.500000 Penalty: 4823.490234
	Iteration 27Q: 3 clusters Score -1427874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1427914.500000 Penalty: 4823.490234
	Iteration 28Q: 3 clusters Score -1427914 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1427963.500000 Penalty: 4823.490234
	Iteration 29Q: 3 clusters Score -1427964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1427995.750000 Penalty: 4823.490234
	Iteration 30Q: 3 clusters Score -1427996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1428022.375000 Penalty: 4823.490234
	Iteration 31Q: 3 clusters Score -1428022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1428042.875000 Penalty: 4823.490234
	Iteration 32Q: 3 clusters Score -1428043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1428067.250000 Penalty: 4823.490234
	Iteration 33Q: 3 clusters Score -1428067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1428078.000000 Penalty: 4823.490234
	Iteration 34Q: 3 clusters Score -1428078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1428082.375000 Penalty: 4823.490234
	Iteration 35Q: 3 clusters Score -1428082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1428086.250000 Penalty: 4823.490234
	Iteration 36Q: 3 clusters Score -1428086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1428092.750000 Penalty: 4823.490234
	Iteration 37Q: 3 clusters Score -1428093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1428094.750000 Penalty: 4823.490234
	Iteration 38Q: 3 clusters Score -1428095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1428098.000000 Penalty: 4823.490234
	Iteration 39Q: 3 clusters Score -1428098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1428103.000000 Penalty: 4823.490234
	Iteration 40F: 3 clusters Score -1428103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1428107.750000 Penalty: 4823.490234
	Iteration 41Q: 3 clusters Score -1428108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1428111.625000 Penalty: 4823.490234
	Iteration 42Q: 3 clusters Score -1428112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1428117.125000 Penalty: 4823.490234
	Iteration 43Q: 3 clusters Score -1428117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1428117.250000 Penalty: 4823.490234
	Iteration 44Q: 3 clusters Score -1428117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1428120.000000 Penalty: 4823.490234
	Iteration 45Q: 3 clusters Score -1428120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1428126.750000 Penalty: 4823.490234
	Iteration 46Q: 3 clusters Score -1428127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1428128.750000 Penalty: 4823.490234
	Iteration 47Q: 3 clusters Score -1428129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1428132.625000 Penalty: 4823.490234
	Iteration 48Q: 3 clusters Score -1428133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1428129.875000 Penalty: 4823.490234
	Iteration 49Q: 3 clusters Score -1428130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1428131.875000 Penalty: 4823.490234
	Iteration 50Q: 3 clusters Score -1428132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1428134.000000 Penalty: 4823.490234
	Iteration 51Q: 3 clusters Score -1428134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1428137.000000 Penalty: 4823.490234
	Iteration 52Q: 3 clusters Score -1428137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1428134.875000 Penalty: 4823.490234
	Iteration 53Q: 3 clusters Score -1428135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1428136.500000 Penalty: 4823.490234
	Iteration 54Q: 3 clusters Score -1428136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1428134.125000 Penalty: 4823.490234
	Iteration 55Q: 3 clusters Score -1428134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1428136.375000 Penalty: 4823.490234
	Iteration 56Q: 3 clusters Score -1428136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1428139.000000 Penalty: 4823.490234
	Iteration 57Q: 3 clusters Score -1428139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1428141.500000 Penalty: 4823.490234
	Iteration 58Q: 3 clusters Score -1428142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1428144.250000 Penalty: 4823.490234
	Iteration 59Q: 3 clusters Score -1428144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1428139.250000 Penalty: 4823.490234
	Iteration 60F: 3 clusters Score -1428139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1428142.375000 Penalty: 4823.490234
	Iteration 61Q: 3 clusters Score -1428142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1428146.000000 Penalty: 4823.490234
	Iteration 62Q: 3 clusters Score -1428146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1428146.750000 Penalty: 4823.490234
	Iteration 63Q: 3 clusters Score -1428147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1428155.875000 Penalty: 4823.490234
	Iteration 64Q: 3 clusters Score -1428156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1428158.125000 Penalty: 4823.490234
	Iteration 65Q: 3 clusters Score -1428158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1428160.750000 Penalty: 4823.490234
	Iteration 66Q: 3 clusters Score -1428161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1428161.250000 Penalty: 4823.490234
	Iteration 67Q: 3 clusters Score -1428161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1428162.000000 Penalty: 4823.490234
	Iteration 68Q: 3 clusters Score -1428162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1428167.750000 Penalty: 4823.490234
	Iteration 69Q: 3 clusters Score -1428168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1428167.750000 Penalty: 4823.490234
	Iteration 70Q: 3 clusters Score -1428168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1428165.250000 Penalty: 4823.490234
	Iteration 71Q: 3 clusters Score -1428165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1428166.125000 Penalty: 4823.490234
	Iteration 72Q: 3 clusters Score -1428166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1428168.375000 Penalty: 4823.490234
	Iteration 73Q: 3 clusters Score -1428168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1428168.250000 Penalty: 4823.490234
	Iteration 74Q: 3 clusters Score -1428168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1428168.625000 Penalty: 4823.490234
	Iteration 75Q: 3 clusters Score -1428169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1428167.250000 Penalty: 4823.490234
	Iteration 76Q: 3 clusters Score -1428167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1428168.250000 Penalty: 4823.490234
	Iteration 77Q: 3 clusters Score -1428168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1428170.125000 Penalty: 4823.490234
	Iteration 78Q: 3 clusters Score -1428170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1428166.625000 Penalty: 4823.490234
	Iteration 79Q: 3 clusters Score -1428167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1428167.125000 Penalty: 4823.490234
	Iteration 80F: 3 clusters Score -1428167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1428171.000000 Penalty: 4823.490234
	Iteration 81Q: 3 clusters Score -1428171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1428168.000000 Penalty: 4823.490234
	Iteration 82Q: 3 clusters Score -1428168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1428168.000000 Penalty: 4823.490234
	Iteration 83F: 3 clusters Score -1428168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (208632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208632 members 
Entering Unmasked Estep 
Score: -18316832.000000 Penalty: 3037.585205
	Iteration 0F: 2 clusters Score -1.831683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 104242 members 
Entering Unmasked Estep 
Score: -18176656.000000 Penalty: 6075.170410
	Iteration 0F: 3 clusters Score -1.817666e+07 nChanged 100433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -18235258.000000 Penalty: 6075.170410
	Iteration 1F: 3 clusters Score -1.823526e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -18236330.000000 Penalty: 6075.170410
	Iteration 2Q: 3 clusters Score -1.823633e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -18237238.000000 Penalty: 6075.170410
	Iteration 3Q: 3 clusters Score -1.823724e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -18238494.000000 Penalty: 6075.170410
	Iteration 4Q: 3 clusters Score -1.823849e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -18239996.000000 Penalty: 6075.170410
	Iteration 5Q: 3 clusters Score -1.824e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -18241762.000000 Penalty: 6075.170410
	Iteration 6Q: 3 clusters Score -1.824176e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -18243864.000000 Penalty: 6075.170410
	Iteration 7Q: 3 clusters Score -1.824386e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -18246870.000000 Penalty: 6075.170410
	Iteration 8Q: 3 clusters Score -1.824687e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -18251358.000000 Penalty: 6075.170410
	Iteration 9Q: 3 clusters Score -1.825136e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -18257586.000000 Penalty: 6075.170410
	Iteration 10F: 3 clusters Score -1.825759e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -18265462.000000 Penalty: 6075.170410
	Iteration 11F: 3 clusters Score -1.826546e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -18273310.000000 Penalty: 6075.170410
	Iteration 12F: 3 clusters Score -1.827331e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -18278804.000000 Penalty: 6075.170410
	Iteration 13Q: 3 clusters Score -1.82788e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -18282198.000000 Penalty: 6075.170410
	Iteration 14Q: 3 clusters Score -1.82822e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -18284066.000000 Penalty: 6075.170410
	Iteration 15Q: 3 clusters Score -1.828407e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155764 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -18285702.000000 Penalty: 6075.170410
	Iteration 16Q: 3 clusters Score -1.82857e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -18287166.000000 Penalty: 6075.170410
	Iteration 17Q: 3 clusters Score -1.828717e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -18288930.000000 Penalty: 6075.170410
	Iteration 18Q: 3 clusters Score -1.828893e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -18291082.000000 Penalty: 6075.170410
	Iteration 19Q: 3 clusters Score -1.829108e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174176 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -18293466.000000 Penalty: 6075.170410
	Iteration 20F: 3 clusters Score -1.829347e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179000 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -18295926.000000 Penalty: 6075.170410
	Iteration 21Q: 3 clusters Score -1.829593e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183747 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -18298564.000000 Penalty: 6075.170410
	Iteration 22Q: 3 clusters Score -1.829856e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -18301464.000000 Penalty: 6075.170410
	Iteration 23Q: 3 clusters Score -1.830146e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192484 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -18304154.000000 Penalty: 6075.170410
	Iteration 24Q: 3 clusters Score -1.830415e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196130 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -18306732.000000 Penalty: 6075.170410
	Iteration 25Q: 3 clusters Score -1.830673e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199180 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -18308824.000000 Penalty: 6075.170410
	Iteration 26Q: 3 clusters Score -1.830882e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201594 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -18310384.000000 Penalty: 6075.170410
	Iteration 27Q: 3 clusters Score -1.831038e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203417 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -18311702.000000 Penalty: 6075.170410
	Iteration 28Q: 3 clusters Score -1.83117e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204685 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -18312482.000000 Penalty: 6075.170410
	Iteration 29Q: 3 clusters Score -1.831248e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205617 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -18313054.000000 Penalty: 6075.170410
	Iteration 30Q: 3 clusters Score -1.831305e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206250 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -18313434.000000 Penalty: 6075.170410
	Iteration 31Q: 3 clusters Score -1.831343e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206666 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -18313696.000000 Penalty: 6075.170410
	Iteration 32Q: 3 clusters Score -1.83137e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206960 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -18313854.000000 Penalty: 6075.170410
	Iteration 33Q: 3 clusters Score -1.831385e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207189 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18313992.000000 Penalty: 6075.170410
	Iteration 34Q: 3 clusters Score -1.831399e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207354 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18314072.000000 Penalty: 6075.170410
	Iteration 35Q: 3 clusters Score -1.831407e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207463 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18314102.000000 Penalty: 6075.170410
	Iteration 36Q: 3 clusters Score -1.83141e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207540 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18314138.000000 Penalty: 6075.170410
	Iteration 37Q: 3 clusters Score -1.831414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207592 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -18314160.000000 Penalty: 6075.170410
	Iteration 38Q: 3 clusters Score -1.831416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207641 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18314188.000000 Penalty: 6075.170410
	Iteration 39Q: 3 clusters Score -1.831419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207686 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -18314204.000000 Penalty: 6075.170410
	Iteration 40F: 3 clusters Score -1.83142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18314204.000000 Penalty: 6075.170410
	Iteration 41Q: 3 clusters Score -1.83142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207731 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18314226.000000 Penalty: 6075.170410
	Iteration 42Q: 3 clusters Score -1.831423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207747 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -18314242.000000 Penalty: 6075.170410
	Iteration 43Q: 3 clusters Score -1.831424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207753 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18314238.000000 Penalty: 6075.170410
	Iteration 44Q: 3 clusters Score -1.831424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207757 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -18314230.000000 Penalty: 6075.170410
	Iteration 45Q: 3 clusters Score -1.831423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207770 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -18314226.000000 Penalty: 6075.170410
	Iteration 46Q: 3 clusters Score -1.831423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207776 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -18314240.000000 Penalty: 6075.170410
	Iteration 47Q: 3 clusters Score -1.831424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207777 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -18314250.000000 Penalty: 6075.170410
	Iteration 48Q: 3 clusters Score -1.831425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207777 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -18314246.000000 Penalty: 6075.170410
	Iteration 49Q: 3 clusters Score -1.831425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207778 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -18314252.000000 Penalty: 6075.170410
	Iteration 50Q: 3 clusters Score -1.831425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207780 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -18314252.000000 Penalty: 6075.170410
	Iteration 51Q: 3 clusters Score -1.831425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207782 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18314256.000000 Penalty: 6075.170410
	Iteration 52Q: 3 clusters Score -1.831426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207784 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -18314242.000000 Penalty: 6075.170410
	Iteration 53Q: 3 clusters Score -1.831424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207784 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -18314242.000000 Penalty: 6075.170410
	Iteration 54F: 3 clusters Score -1.831424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -614401.250000 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -614401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -608413.500000 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -608413.5 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -610080.812500 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -610080.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -610510.937500 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -610510.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -610931.500000 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -610931.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -611346.312500 Penalty: 4418.645508
	Iteration 4F: 3 clusters Score -611346.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -611701.312500 Penalty: 4418.645508
	Iteration 5F: 3 clusters Score -611701.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -611954.875000 Penalty: 4418.645508
	Iteration 6Q: 3 clusters Score -611954.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -612152.375000 Penalty: 4418.645508
	Iteration 7Q: 3 clusters Score -612152.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -612313.250000 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -612313.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -612427.062500 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -612427.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -612519.000000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -612519 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -612594.437500 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -612594.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -612659.687500 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -612659.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -612724.687500 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -612724.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -612777.000000 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -612777 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -612820.500000 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -612820.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -612851.125000 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -612851.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -612876.937500 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -612876.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -612899.562500 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -612899.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -612918.750000 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -612918.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -612942.125000 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -612942.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -612966.187500 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -612966.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -612987.562500 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -612987.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -613004.625000 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -613004.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -613020.562500 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -613020.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -613038.500000 Penalty: 4418.645508
	Iteration 25Q: 3 clusters Score -613038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -613042.625000 Penalty: 4418.645508
	Iteration 26Q: 3 clusters Score -613042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -613046.125000 Penalty: 4418.645508
	Iteration 27Q: 3 clusters Score -613046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -613049.750000 Penalty: 4418.645508
	Iteration 28Q: 3 clusters Score -613049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -613052.125000 Penalty: 4418.645508
	Iteration 29Q: 3 clusters Score -613052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -613053.625000 Penalty: 4418.645508
	Iteration 30Q: 3 clusters Score -613053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -613055.687500 Penalty: 4418.645508
	Iteration 31Q: 3 clusters Score -613055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -613056.937500 Penalty: 4418.645508
	Iteration 32Q: 3 clusters Score -613056.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -613060.437500 Penalty: 4418.645508
	Iteration 33Q: 3 clusters Score -613060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -613062.125000 Penalty: 4418.645508
	Iteration 34Q: 3 clusters Score -613062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -613064.375000 Penalty: 4418.645508
	Iteration 35Q: 3 clusters Score -613064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -613066.250000 Penalty: 4418.645508
	Iteration 36Q: 3 clusters Score -613066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -613066.937500 Penalty: 4418.645508
	Iteration 37Q: 3 clusters Score -613066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -613067.625000 Penalty: 4418.645508
	Iteration 38Q: 3 clusters Score -613067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -613067.500000 Penalty: 4418.645508
	Iteration 39Q: 3 clusters Score -613067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -613067.500000 Penalty: 4418.645508
	Iteration 40F: 3 clusters Score -613067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -258035.671875 Penalty: 2003.898926
	Iteration 0F: 2 clusters Score -258035.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -254627.078125 Penalty: 4007.797852
	Iteration 0F: 3 clusters Score -254627.1 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -255296.875000 Penalty: 4007.797852
	Iteration 1F: 3 clusters Score -255296.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -255462.828125 Penalty: 4007.797852
	Iteration 2F: 3 clusters Score -255462.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -255561.328125 Penalty: 4007.797852
	Iteration 3Q: 3 clusters Score -255561.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -255613.453125 Penalty: 4007.797852
	Iteration 4Q: 3 clusters Score -255613.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -255647.468750 Penalty: 4007.797852
	Iteration 5Q: 3 clusters Score -255647.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -255677.078125 Penalty: 4007.797852
	Iteration 6Q: 3 clusters Score -255677.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -255690.781250 Penalty: 4007.797852
	Iteration 7Q: 3 clusters Score -255690.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -255702.000000 Penalty: 4007.797852
	Iteration 8Q: 3 clusters Score -255702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -255715.453125 Penalty: 4007.797852
	Iteration 9Q: 3 clusters Score -255715.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -255727.062500 Penalty: 4007.797852
	Iteration 10Q: 3 clusters Score -255727.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -255737.031250 Penalty: 4007.797852
	Iteration 11Q: 3 clusters Score -255737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -255749.609375 Penalty: 4007.797852
	Iteration 12Q: 3 clusters Score -255749.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -255762.843750 Penalty: 4007.797852
	Iteration 13Q: 3 clusters Score -255762.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -255771.906250 Penalty: 4007.797852
	Iteration 14Q: 3 clusters Score -255771.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -255782.265625 Penalty: 4007.797852
	Iteration 15Q: 3 clusters Score -255782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -255789.609375 Penalty: 4007.797852
	Iteration 16Q: 3 clusters Score -255789.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -255793.218750 Penalty: 4007.797852
	Iteration 17Q: 3 clusters Score -255793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -255793.906250 Penalty: 4007.797852
	Iteration 18Q: 3 clusters Score -255793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -255795.750000 Penalty: 4007.797852
	Iteration 19Q: 3 clusters Score -255795.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -255796.843750 Penalty: 4007.797852
	Iteration 20F: 3 clusters Score -255796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255799.281250 Penalty: 4007.797852
	Iteration 21Q: 3 clusters Score -255799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255802.843750 Penalty: 4007.797852
	Iteration 22Q: 3 clusters Score -255802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -255804.765625 Penalty: 4007.797852
	Iteration 23Q: 3 clusters Score -255804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -255805.921875 Penalty: 4007.797852
	Iteration 24Q: 3 clusters Score -255805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -255807.250000 Penalty: 4007.797852
	Iteration 25Q: 3 clusters Score -255807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -255809.578125 Penalty: 4007.797852
	Iteration 26Q: 3 clusters Score -255809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -255811.171875 Penalty: 4007.797852
	Iteration 27Q: 3 clusters Score -255811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -255813.671875 Penalty: 4007.797852
	Iteration 28Q: 3 clusters Score -255813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -255816.328125 Penalty: 4007.797852
	Iteration 29Q: 3 clusters Score -255816.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -255818.921875 Penalty: 4007.797852
	Iteration 30Q: 3 clusters Score -255818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -255824.265625 Penalty: 4007.797852
	Iteration 31Q: 3 clusters Score -255824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -255828.984375 Penalty: 4007.797852
	Iteration 32Q: 3 clusters Score -255829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -255831.015625 Penalty: 4007.797852
	Iteration 33Q: 3 clusters Score -255831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -255837.015625 Penalty: 4007.797852
	Iteration 34Q: 3 clusters Score -255837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -255845.828125 Penalty: 4007.797852
	Iteration 35Q: 3 clusters Score -255845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -255853.187500 Penalty: 4007.797852
	Iteration 36Q: 3 clusters Score -255853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -255860.375000 Penalty: 4007.797852
	Iteration 37Q: 3 clusters Score -255860.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -255869.078125 Penalty: 4007.797852
	Iteration 38Q: 3 clusters Score -255869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -255882.078125 Penalty: 4007.797852
	Iteration 39Q: 3 clusters Score -255882.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -255925.140625 Penalty: 4007.797852
	Iteration 40F: 3 clusters Score -255925.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -255958.906250 Penalty: 4007.797852
	Iteration 41Q: 3 clusters Score -255958.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -255984.875000 Penalty: 4007.797852
	Iteration 42Q: 3 clusters Score -255984.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -256007.171875 Penalty: 4007.797852
	Iteration 43Q: 3 clusters Score -256007.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -256042.515625 Penalty: 4007.797852
	Iteration 44Q: 3 clusters Score -256042.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -256079.156250 Penalty: 4007.797852
	Iteration 45Q: 3 clusters Score -256079.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -256120.937500 Penalty: 4007.797852
	Iteration 46Q: 3 clusters Score -256120.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -256167.515625 Penalty: 4007.797852
	Iteration 47Q: 3 clusters Score -256167.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -256215.328125 Penalty: 4007.797852
	Iteration 48Q: 3 clusters Score -256215.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -256265.531250 Penalty: 4007.797852
	Iteration 49Q: 3 clusters Score -256265.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -256320.375000 Penalty: 4007.797852
	Iteration 50Q: 3 clusters Score -256320.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -256385.390625 Penalty: 4007.797852
	Iteration 51Q: 3 clusters Score -256385.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -256454.421875 Penalty: 4007.797852
	Iteration 52Q: 3 clusters Score -256454.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -256522.906250 Penalty: 4007.797852
	Iteration 53Q: 3 clusters Score -256522.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -256577.812500 Penalty: 4007.797852
	Iteration 54Q: 3 clusters Score -256577.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -256645.765625 Penalty: 4007.797852
	Iteration 55Q: 3 clusters Score -256645.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -256725.046875 Penalty: 4007.797852
	Iteration 56Q: 3 clusters Score -256725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -256786.062500 Penalty: 4007.797852
	Iteration 57Q: 3 clusters Score -256786.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -256842.031250 Penalty: 4007.797852
	Iteration 58Q: 3 clusters Score -256842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -256885.187500 Penalty: 4007.797852
	Iteration 59Q: 3 clusters Score -256885.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -256903.359375 Penalty: 4007.797852
	Iteration 60F: 3 clusters Score -256903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -256917.453125 Penalty: 4007.797852
	Iteration 61Q: 3 clusters Score -256917.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -256934.640625 Penalty: 4007.797852
	Iteration 62Q: 3 clusters Score -256934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -256946.921875 Penalty: 4007.797852
	Iteration 63Q: 3 clusters Score -256946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -256955.359375 Penalty: 4007.797852
	Iteration 64Q: 3 clusters Score -256955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -256962.843750 Penalty: 4007.797852
	Iteration 65Q: 3 clusters Score -256962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -256967.625000 Penalty: 4007.797852
	Iteration 66Q: 3 clusters Score -256967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -256973.328125 Penalty: 4007.797852
	Iteration 67Q: 3 clusters Score -256973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -256980.593750 Penalty: 4007.797852
	Iteration 68Q: 3 clusters Score -256980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -256984.593750 Penalty: 4007.797852
	Iteration 69Q: 3 clusters Score -256984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -256985.250000 Penalty: 4007.797852
	Iteration 70Q: 3 clusters Score -256985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -256985.250000 Penalty: 4007.797852
	Iteration 71F: 3 clusters Score -256985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -333910.687500 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -333910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -329650.843750 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -329650.8 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -330850.218750 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -330850.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -331197.062500 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -331197.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -331438.562500 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -331438.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -331680.062500 Penalty: 4190.130371
	Iteration 4F: 3 clusters Score -331680.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -331876.218750 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -331876.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -332040.062500 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -332040.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -332203.375000 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -332203.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -332331.781250 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -332331.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -332462.218750 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -332462.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -332559.937500 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -332559.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -332633.187500 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -332633.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -332687.375000 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -332687.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -332718.937500 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -332718.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -332739.812500 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -332739.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -332762.281250 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -332762.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -332782.468750 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -332782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -332800.312500 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -332800.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -332811.281250 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -332811.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -332821.156250 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -332821.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -332831.875000 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -332831.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -332843.031250 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -332843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -332854.125000 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -332854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -332861.187500 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -332861.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -332865.281250 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -332865.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -332871.468750 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -332871.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -332878.218750 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -332878.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -332887.437500 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -332887.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -332895.531250 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -332895.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -332898.437500 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -332898.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -332901.812500 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -332901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -332903.500000 Penalty: 4190.130371
	Iteration 31Q: 3 clusters Score -332903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -332904.718750 Penalty: 4190.130371
	Iteration 32Q: 3 clusters Score -332904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -332906.281250 Penalty: 4190.130371
	Iteration 33Q: 3 clusters Score -332906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -332906.187500 Penalty: 4190.130371
	Iteration 34Q: 3 clusters Score -332906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -332906.187500 Penalty: 4190.130371
	Iteration 35F: 3 clusters Score -332906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Entering Unmasked Estep 
Score: -1685890.625000 Penalty: 2453.447021
	Iteration 0F: 2 clusters Score -1685891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1672071.000000 Penalty: 4906.894043
	Iteration 0F: 3 clusters Score -1672071 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1677267.750000 Penalty: 4906.894043
	Iteration 1F: 3 clusters Score -1677268 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1678246.125000 Penalty: 4906.894043
	Iteration 2F: 3 clusters Score -1678246 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1679331.250000 Penalty: 4906.894043
	Iteration 3F: 3 clusters Score -1679331 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1680412.125000 Penalty: 4906.894043
	Iteration 4F: 3 clusters Score -1680412 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1681245.250000 Penalty: 4906.894043
	Iteration 5F: 3 clusters Score -1681245 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1681733.000000 Penalty: 4906.894043
	Iteration 6Q: 3 clusters Score -1681733 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1682038.000000 Penalty: 4906.894043
	Iteration 7Q: 3 clusters Score -1682038 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1682231.625000 Penalty: 4906.894043
	Iteration 8Q: 3 clusters Score -1682232 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1682353.875000 Penalty: 4906.894043
	Iteration 9Q: 3 clusters Score -1682354 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1682473.125000 Penalty: 4906.894043
	Iteration 10Q: 3 clusters Score -1682473 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1682585.000000 Penalty: 4906.894043
	Iteration 11Q: 3 clusters Score -1682585 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1682739.500000 Penalty: 4906.894043
	Iteration 12Q: 3 clusters Score -1682740 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1682953.000000 Penalty: 4906.894043
	Iteration 13Q: 3 clusters Score -1682953 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1683203.000000 Penalty: 4906.894043
	Iteration 14Q: 3 clusters Score -1683203 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1683464.125000 Penalty: 4906.894043
	Iteration 15Q: 3 clusters Score -1683464 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1683715.250000 Penalty: 4906.894043
	Iteration 16Q: 3 clusters Score -1683715 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1683910.125000 Penalty: 4906.894043
	Iteration 17Q: 3 clusters Score -1683910 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1684058.500000 Penalty: 4906.894043
	Iteration 18Q: 3 clusters Score -1684058 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1684160.500000 Penalty: 4906.894043
	Iteration 19Q: 3 clusters Score -1684160 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1684262.375000 Penalty: 4906.894043
	Iteration 20F: 3 clusters Score -1684262 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1684345.250000 Penalty: 4906.894043
	Iteration 21Q: 3 clusters Score -1684345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1684419.250000 Penalty: 4906.894043
	Iteration 22Q: 3 clusters Score -1684419 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1684473.500000 Penalty: 4906.894043
	Iteration 23Q: 3 clusters Score -1684474 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1684527.750000 Penalty: 4906.894043
	Iteration 24Q: 3 clusters Score -1684528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1684566.000000 Penalty: 4906.894043
	Iteration 25Q: 3 clusters Score -1684566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1684589.625000 Penalty: 4906.894043
	Iteration 26Q: 3 clusters Score -1684590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1684621.875000 Penalty: 4906.894043
	Iteration 27Q: 3 clusters Score -1684622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1684641.375000 Penalty: 4906.894043
	Iteration 28Q: 3 clusters Score -1684641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1684670.125000 Penalty: 4906.894043
	Iteration 29Q: 3 clusters Score -1684670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1684692.000000 Penalty: 4906.894043
	Iteration 30Q: 3 clusters Score -1684692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1684717.875000 Penalty: 4906.894043
	Iteration 31Q: 3 clusters Score -1684718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1684732.500000 Penalty: 4906.894043
	Iteration 32Q: 3 clusters Score -1684732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1684763.000000 Penalty: 4906.894043
	Iteration 33Q: 3 clusters Score -1684763 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1684796.000000 Penalty: 4906.894043
	Iteration 34Q: 3 clusters Score -1684796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1684837.875000 Penalty: 4906.894043
	Iteration 35Q: 3 clusters Score -1684838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1684862.500000 Penalty: 4906.894043
	Iteration 36Q: 3 clusters Score -1684862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1684899.500000 Penalty: 4906.894043
	Iteration 37Q: 3 clusters Score -1684900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1684935.750000 Penalty: 4906.894043
	Iteration 38Q: 3 clusters Score -1684936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1684958.875000 Penalty: 4906.894043
	Iteration 39Q: 3 clusters Score -1684959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1684986.375000 Penalty: 4906.894043
	Iteration 40F: 3 clusters Score -1684986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1685008.375000 Penalty: 4906.894043
	Iteration 41Q: 3 clusters Score -1685008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1685018.375000 Penalty: 4906.894043
	Iteration 42Q: 3 clusters Score -1685018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1685023.125000 Penalty: 4906.894043
	Iteration 43Q: 3 clusters Score -1685023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1685035.250000 Penalty: 4906.894043
	Iteration 44Q: 3 clusters Score -1685035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1685059.875000 Penalty: 4906.894043
	Iteration 45Q: 3 clusters Score -1685060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1685062.625000 Penalty: 4906.894043
	Iteration 46Q: 3 clusters Score -1685063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1685067.750000 Penalty: 4906.894043
	Iteration 47Q: 3 clusters Score -1685068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1685087.375000 Penalty: 4906.894043
	Iteration 48Q: 3 clusters Score -1685087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1685093.125000 Penalty: 4906.894043
	Iteration 49Q: 3 clusters Score -1685093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1685104.000000 Penalty: 4906.894043
	Iteration 50Q: 3 clusters Score -1685104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1685117.625000 Penalty: 4906.894043
	Iteration 51Q: 3 clusters Score -1685118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1685125.125000 Penalty: 4906.894043
	Iteration 52Q: 3 clusters Score -1685125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1685128.125000 Penalty: 4906.894043
	Iteration 53Q: 3 clusters Score -1685128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1685130.625000 Penalty: 4906.894043
	Iteration 54Q: 3 clusters Score -1685131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1685140.125000 Penalty: 4906.894043
	Iteration 55Q: 3 clusters Score -1685140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1685140.625000 Penalty: 4906.894043
	Iteration 56Q: 3 clusters Score -1685141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1685144.250000 Penalty: 4906.894043
	Iteration 57Q: 3 clusters Score -1685144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1685143.500000 Penalty: 4906.894043
	Iteration 58Q: 3 clusters Score -1685144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1685141.500000 Penalty: 4906.894043
	Iteration 59Q: 3 clusters Score -1685142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1685145.000000 Penalty: 4906.894043
	Iteration 60F: 3 clusters Score -1685145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1685143.000000 Penalty: 4906.894043
	Iteration 61Q: 3 clusters Score -1685143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1685148.750000 Penalty: 4906.894043
	Iteration 62Q: 3 clusters Score -1685149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1685148.875000 Penalty: 4906.894043
	Iteration 63Q: 3 clusters Score -1685149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1685153.500000 Penalty: 4906.894043
	Iteration 64Q: 3 clusters Score -1685154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1685155.000000 Penalty: 4906.894043
	Iteration 65Q: 3 clusters Score -1685155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1685153.375000 Penalty: 4906.894043
	Iteration 66Q: 3 clusters Score -1685153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1685151.500000 Penalty: 4906.894043
	Iteration 67Q: 3 clusters Score -1685152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1685151.875000 Penalty: 4906.894043
	Iteration 68Q: 3 clusters Score -1685152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1685152.625000 Penalty: 4906.894043
	Iteration 69Q: 3 clusters Score -1685153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1685151.125000 Penalty: 4906.894043
	Iteration 70Q: 3 clusters Score -1685151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1685153.875000 Penalty: 4906.894043
	Iteration 71Q: 3 clusters Score -1685154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1685155.875000 Penalty: 4906.894043
	Iteration 72Q: 3 clusters Score -1685156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1685156.125000 Penalty: 4906.894043
	Iteration 73Q: 3 clusters Score -1685156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1685158.625000 Penalty: 4906.894043
	Iteration 74Q: 3 clusters Score -1685159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1685160.500000 Penalty: 4906.894043
	Iteration 75Q: 3 clusters Score -1685160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1685158.250000 Penalty: 4906.894043
	Iteration 76Q: 3 clusters Score -1685158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1685161.875000 Penalty: 4906.894043
	Iteration 77Q: 3 clusters Score -1685162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1685166.250000 Penalty: 4906.894043
	Iteration 78Q: 3 clusters Score -1685166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1685168.125000 Penalty: 4906.894043
	Iteration 79Q: 3 clusters Score -1685168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1685167.625000 Penalty: 4906.894043
	Iteration 80F: 3 clusters Score -1685168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1685168.875000 Penalty: 4906.894043
	Iteration 81Q: 3 clusters Score -1685169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1685168.125000 Penalty: 4906.894043
	Iteration 82Q: 3 clusters Score -1685168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1685168.875000 Penalty: 4906.894043
	Iteration 83Q: 3 clusters Score -1685169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1685172.000000 Penalty: 4906.894043
	Iteration 84Q: 3 clusters Score -1685172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1685172.500000 Penalty: 4906.894043
	Iteration 85Q: 3 clusters Score -1685172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1685177.625000 Penalty: 4906.894043
	Iteration 86Q: 3 clusters Score -1685178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1685176.750000 Penalty: 4906.894043
	Iteration 87Q: 3 clusters Score -1685177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1685173.875000 Penalty: 4906.894043
	Iteration 88Q: 3 clusters Score -1685174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1685173.875000 Penalty: 4906.894043
	Iteration 89F: 3 clusters Score -1685174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Entering Unmasked Estep 
Score: -1666114.125000 Penalty: 2463.972656
	Iteration 0F: 2 clusters Score -1666114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1651557.375000 Penalty: 4927.945312
	Iteration 0F: 3 clusters Score -1651557 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1656324.125000 Penalty: 4927.945312
	Iteration 1F: 3 clusters Score -1656324 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1656716.625000 Penalty: 4927.945312
	Iteration 2F: 3 clusters Score -1656717 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1657014.000000 Penalty: 4927.945312
	Iteration 3Q: 3 clusters Score -1657014 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1657271.750000 Penalty: 4927.945312
	Iteration 4Q: 3 clusters Score -1657272 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1657516.000000 Penalty: 4927.945312
	Iteration 5Q: 3 clusters Score -1657516 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1657732.250000 Penalty: 4927.945312
	Iteration 6Q: 3 clusters Score -1657732 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1657947.375000 Penalty: 4927.945312
	Iteration 7Q: 3 clusters Score -1657947 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1658180.500000 Penalty: 4927.945312
	Iteration 8Q: 3 clusters Score -1658180 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1658432.125000 Penalty: 4927.945312
	Iteration 9Q: 3 clusters Score -1658432 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1658740.750000 Penalty: 4927.945312
	Iteration 10Q: 3 clusters Score -1658741 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1659147.375000 Penalty: 4927.945312
	Iteration 11Q: 3 clusters Score -1659147 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1659698.625000 Penalty: 4927.945312
	Iteration 12Q: 3 clusters Score -1659699 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1660372.875000 Penalty: 4927.945312
	Iteration 13Q: 3 clusters Score -1660373 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1661054.125000 Penalty: 4927.945312
	Iteration 14Q: 3 clusters Score -1661054 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1661735.500000 Penalty: 4927.945312
	Iteration 15Q: 3 clusters Score -1661736 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1662332.500000 Penalty: 4927.945312
	Iteration 16Q: 3 clusters Score -1662332 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1662835.375000 Penalty: 4927.945312
	Iteration 17Q: 3 clusters Score -1662835 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1663212.875000 Penalty: 4927.945312
	Iteration 18Q: 3 clusters Score -1663213 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1663455.875000 Penalty: 4927.945312
	Iteration 19Q: 3 clusters Score -1663456 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1663623.750000 Penalty: 4927.945312
	Iteration 20F: 3 clusters Score -1663624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1663761.125000 Penalty: 4927.945312
	Iteration 21Q: 3 clusters Score -1663761 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1663888.000000 Penalty: 4927.945312
	Iteration 22Q: 3 clusters Score -1663888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1663983.250000 Penalty: 4927.945312
	Iteration 23Q: 3 clusters Score -1663983 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1664059.750000 Penalty: 4927.945312
	Iteration 24Q: 3 clusters Score -1664060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1664097.625000 Penalty: 4927.945312
	Iteration 25Q: 3 clusters Score -1664098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1664131.000000 Penalty: 4927.945312
	Iteration 26Q: 3 clusters Score -1664131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1664159.375000 Penalty: 4927.945312
	Iteration 27Q: 3 clusters Score -1664159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1664185.250000 Penalty: 4927.945312
	Iteration 28Q: 3 clusters Score -1664185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1664206.125000 Penalty: 4927.945312
	Iteration 29Q: 3 clusters Score -1664206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1664221.500000 Penalty: 4927.945312
	Iteration 30Q: 3 clusters Score -1664222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1664225.375000 Penalty: 4927.945312
	Iteration 31Q: 3 clusters Score -1664225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -1664242.375000 Penalty: 4927.945312
	Iteration 32Q: 3 clusters Score -1664242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1664251.375000 Penalty: 4927.945312
	Iteration 33Q: 3 clusters Score -1664251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1664255.875000 Penalty: 4927.945312
	Iteration 34Q: 3 clusters Score -1664256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1664260.250000 Penalty: 4927.945312
	Iteration 35Q: 3 clusters Score -1664260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1664262.750000 Penalty: 4927.945312
	Iteration 36Q: 3 clusters Score -1664263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1664267.875000 Penalty: 4927.945312
	Iteration 37Q: 3 clusters Score -1664268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1664269.250000 Penalty: 4927.945312
	Iteration 38Q: 3 clusters Score -1664269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1664269.250000 Penalty: 4927.945312
	Iteration 39Q: 3 clusters Score -1664269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1664276.500000 Penalty: 4927.945312
	Iteration 40F: 3 clusters Score -1664276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1664273.750000 Penalty: 4927.945312
	Iteration 41Q: 3 clusters Score -1664274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1664273.125000 Penalty: 4927.945312
	Iteration 42Q: 3 clusters Score -1664273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1664274.500000 Penalty: 4927.945312
	Iteration 43Q: 3 clusters Score -1664274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1664277.125000 Penalty: 4927.945312
	Iteration 44Q: 3 clusters Score -1664277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1664278.375000 Penalty: 4927.945312
	Iteration 45Q: 3 clusters Score -1664278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1664278.500000 Penalty: 4927.945312
	Iteration 46Q: 3 clusters Score -1664278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1664278.625000 Penalty: 4927.945312
	Iteration 47Q: 3 clusters Score -1664279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1664282.000000 Penalty: 4927.945312
	Iteration 48Q: 3 clusters Score -1664282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1664282.250000 Penalty: 4927.945312
	Iteration 49Q: 3 clusters Score -1664282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1664284.000000 Penalty: 4927.945312
	Iteration 50Q: 3 clusters Score -1664284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1664283.500000 Penalty: 4927.945312
	Iteration 51Q: 3 clusters Score -1664284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1664288.750000 Penalty: 4927.945312
	Iteration 52Q: 3 clusters Score -1664289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1664289.500000 Penalty: 4927.945312
	Iteration 53Q: 3 clusters Score -1664290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1664291.000000 Penalty: 4927.945312
	Iteration 54Q: 3 clusters Score -1664291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1664290.750000 Penalty: 4927.945312
	Iteration 55Q: 3 clusters Score -1664291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1664290.125000 Penalty: 4927.945312
	Iteration 56Q: 3 clusters Score -1664290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1664289.125000 Penalty: 4927.945312
	Iteration 57Q: 3 clusters Score -1664289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1664289.125000 Penalty: 4927.945312
	Iteration 58F: 3 clusters Score -1664289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35412 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17883 members 
Mstep: Class 6 contains 41407 members 
Mstep: Class 7 contains 26047 members 
Mstep: Class 8 contains 130401 members 
Mstep: Class 9 contains 129592 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204978 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65218 members 
Mstep: Class 15 contains 21109 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67537 members 
Mstep: Class 19 contains 153665 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22832 members 
Mstep: Class 22 contains 6556 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380115 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208632 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19790 members 
Mstep: Class 32 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513392.000000 Penalty: 113876.406250
Iteration 239Q: 33 clusters Score -1.465134e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35406 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17883 members 
Mstep: Class 6 contains 41410 members 
Mstep: Class 7 contains 26046 members 
Mstep: Class 8 contains 130396 members 
Mstep: Class 9 contains 129683 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204955 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65219 members 
Mstep: Class 15 contains 21110 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67540 members 
Mstep: Class 19 contains 153659 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22826 members 
Mstep: Class 22 contains 6559 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 380051 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208635 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19792 members 
Mstep: Class 32 contains 20650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513472.000000 Penalty: 113876.406250
Iteration 240F: 33 clusters Score -1.465135e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35400 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17885 members 
Mstep: Class 6 contains 41412 members 
Mstep: Class 7 contains 26045 members 
Mstep: Class 8 contains 130384 members 
Mstep: Class 9 contains 129779 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204940 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65221 members 
Mstep: Class 15 contains 21114 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67541 members 
Mstep: Class 19 contains 153654 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22824 members 
Mstep: Class 22 contains 6561 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 379984 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208632 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19797 members 
Mstep: Class 32 contains 20646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513456.000000 Penalty: 113876.406250
Iteration 241Q: 33 clusters Score -1.465135e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35394 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17886 members 
Mstep: Class 6 contains 41409 members 
Mstep: Class 7 contains 26045 members 
Mstep: Class 8 contains 130371 members 
Mstep: Class 9 contains 129872 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204917 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65218 members 
Mstep: Class 15 contains 21121 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67542 members 
Mstep: Class 19 contains 153652 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22823 members 
Mstep: Class 22 contains 6561 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 379919 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208635 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19802 members 
Mstep: Class 32 contains 20651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513392.000000 Penalty: 113876.406250
Iteration 242Q: 33 clusters Score -1.465134e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35395 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 17888 members 
Mstep: Class 6 contains 41408 members 
Mstep: Class 7 contains 26045 members 
Mstep: Class 8 contains 130365 members 
Mstep: Class 9 contains 129934 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204904 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65216 members 
Mstep: Class 15 contains 21124 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67543 members 
Mstep: Class 19 contains 153654 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22823 members 
Mstep: Class 22 contains 6563 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 379869 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208634 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19805 members 
Mstep: Class 32 contains 20650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513472.000000 Penalty: 113876.406250
Iteration 243Q: 33 clusters Score -1.465135e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35392 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17890 members 
Mstep: Class 6 contains 41413 members 
Mstep: Class 7 contains 26044 members 
Mstep: Class 8 contains 130353 members 
Mstep: Class 9 contains 130001 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204885 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65213 members 
Mstep: Class 15 contains 21125 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67539 members 
Mstep: Class 19 contains 153656 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22824 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379822 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208640 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 32 contains 20650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513504.000000 Penalty: 113876.406250
Iteration 244Q: 33 clusters Score -1.465135e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35392 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17892 members 
Mstep: Class 6 contains 41415 members 
Mstep: Class 7 contains 26042 members 
Mstep: Class 8 contains 130344 members 
Mstep: Class 9 contains 130052 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204871 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65211 members 
Mstep: Class 15 contains 21127 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67537 members 
Mstep: Class 19 contains 153655 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22823 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379787 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208647 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19810 members 
Mstep: Class 32 contains 20652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513584.000000 Penalty: 113876.406250
Iteration 245Q: 33 clusters Score -1.465136e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35390 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17892 members 
Mstep: Class 6 contains 41416 members 
Mstep: Class 7 contains 26042 members 
Mstep: Class 8 contains 130338 members 
Mstep: Class 9 contains 130098 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204860 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65206 members 
Mstep: Class 15 contains 21130 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67535 members 
Mstep: Class 19 contains 153656 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22821 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379755 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208653 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19812 members 
Mstep: Class 32 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 246Q: 33 clusters Score -1.465136e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17892 members 
Mstep: Class 6 contains 41418 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130332 members 
Mstep: Class 9 contains 130149 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204852 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65203 members 
Mstep: Class 15 contains 21132 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67534 members 
Mstep: Class 19 contains 153656 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 6568 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379714 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208659 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19816 members 
Mstep: Class 32 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513472.000000 Penalty: 113876.406250
Iteration 247Q: 33 clusters Score -1.465135e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 17894 members 
Mstep: Class 6 contains 41421 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130329 members 
Mstep: Class 9 contains 130203 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204841 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65201 members 
Mstep: Class 15 contains 21137 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67535 members 
Mstep: Class 19 contains 153653 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22816 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379668 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208663 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 20651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513488.000000 Penalty: 113876.406250
Iteration 248Q: 33 clusters Score -1.465135e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 17894 members 
Mstep: Class 6 contains 41428 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130322 members 
Mstep: Class 9 contains 130262 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204829 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65202 members 
Mstep: Class 15 contains 21138 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67536 members 
Mstep: Class 19 contains 153652 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 22817 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379619 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208663 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19814 members 
Mstep: Class 32 contains 20651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513504.000000 Penalty: 113876.406250
Iteration 249Q: 33 clusters Score -1.465135e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35386 members 
Mstep: Class 4 contains 13918 members 
Mstep: Class 5 contains 17893 members 
Mstep: Class 6 contains 41431 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130314 members 
Mstep: Class 9 contains 130319 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204813 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65202 members 
Mstep: Class 15 contains 21139 members 
Mstep: Class 16 contains 24018 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67536 members 
Mstep: Class 19 contains 153648 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 22816 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379582 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208667 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 250Q: 33 clusters Score -1.465136e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35384 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 17894 members 
Mstep: Class 6 contains 41438 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130306 members 
Mstep: Class 9 contains 130371 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204791 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65202 members 
Mstep: Class 15 contains 21140 members 
Mstep: Class 16 contains 24018 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67536 members 
Mstep: Class 19 contains 153646 members 
Mstep: Class 20 contains 25288 members 
Mstep: Class 21 contains 22814 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379544 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208675 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 20656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513520.000000 Penalty: 113876.406250
Iteration 251Q: 33 clusters Score -1.465135e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 17895 members 
Mstep: Class 6 contains 41444 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130301 members 
Mstep: Class 9 contains 130429 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204762 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65205 members 
Mstep: Class 15 contains 21141 members 
Mstep: Class 16 contains 24019 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67538 members 
Mstep: Class 19 contains 153645 members 
Mstep: Class 20 contains 25288 members 
Mstep: Class 21 contains 22812 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379500 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208684 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19816 members 
Mstep: Class 32 contains 20656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513504.000000 Penalty: 113876.406250
Iteration 252Q: 33 clusters Score -1.465135e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35384 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41448 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130297 members 
Mstep: Class 9 contains 130486 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204734 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65213 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24019 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67539 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25288 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379455 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208692 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 253Q: 33 clusters Score -1.465136e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41451 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 130289 members 
Mstep: Class 9 contains 130551 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204706 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65217 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24018 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67541 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25289 members 
Mstep: Class 21 contains 22811 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379413 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208692 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513632.000000 Penalty: 113876.406250
Iteration 254Q: 33 clusters Score -1.465136e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41451 members 
Mstep: Class 7 contains 26040 members 
Mstep: Class 8 contains 130288 members 
Mstep: Class 9 contains 130597 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204688 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65218 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24016 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67541 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25290 members 
Mstep: Class 21 contains 22811 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379384 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208692 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513696.000000 Penalty: 113876.406250
Iteration 255Q: 33 clusters Score -1.465137e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41452 members 
Mstep: Class 7 contains 26039 members 
Mstep: Class 8 contains 130288 members 
Mstep: Class 9 contains 130639 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204676 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65221 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24013 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67540 members 
Mstep: Class 19 contains 153641 members 
Mstep: Class 20 contains 25291 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379354 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208693 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513648.000000 Penalty: 113876.406250
Iteration 256Q: 33 clusters Score -1.465136e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35386 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41454 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130285 members 
Mstep: Class 9 contains 130677 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204658 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65224 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24010 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67539 members 
Mstep: Class 19 contains 153641 members 
Mstep: Class 20 contains 25292 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379335 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208693 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513712.000000 Penalty: 113876.406250
Iteration 257Q: 33 clusters Score -1.465137e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35386 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 17897 members 
Mstep: Class 6 contains 41455 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130283 members 
Mstep: Class 9 contains 130722 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204632 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67540 members 
Mstep: Class 19 contains 153644 members 
Mstep: Class 20 contains 25292 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379318 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208690 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513680.000000 Penalty: 113876.406250
Iteration 258Q: 33 clusters Score -1.465137e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35388 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41455 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130282 members 
Mstep: Class 9 contains 130761 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204612 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65228 members 
Mstep: Class 15 contains 21146 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67542 members 
Mstep: Class 19 contains 153644 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379296 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208690 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513648.000000 Penalty: 113876.406250
Iteration 259Q: 33 clusters Score -1.465136e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35388 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41458 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130280 members 
Mstep: Class 9 contains 130801 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204591 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65229 members 
Mstep: Class 15 contains 21146 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67545 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25294 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379270 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208691 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513664.000000 Penalty: 113876.406250
Iteration 260F: 33 clusters Score -1.465137e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41460 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130275 members 
Mstep: Class 9 contains 130840 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204571 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65232 members 
Mstep: Class 15 contains 21146 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67545 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25294 members 
Mstep: Class 21 contains 22812 members 
Mstep: Class 22 contains 6568 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379253 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208692 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513664.000000 Penalty: 113876.406250
Iteration 261Q: 33 clusters Score -1.465137e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41461 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130271 members 
Mstep: Class 9 contains 130877 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204550 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65233 members 
Mstep: Class 15 contains 21146 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67548 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25296 members 
Mstep: Class 21 contains 22812 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379231 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208694 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513744.000000 Penalty: 113876.406250
Iteration 262Q: 33 clusters Score -1.465137e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35388 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41464 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130271 members 
Mstep: Class 9 contains 130910 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204535 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65235 members 
Mstep: Class 15 contains 21146 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67551 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25300 members 
Mstep: Class 21 contains 22812 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379200 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208693 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513632.000000 Penalty: 113876.406250
Iteration 263Q: 33 clusters Score -1.465136e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35390 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41465 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130270 members 
Mstep: Class 9 contains 130943 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204527 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65231 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67553 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22812 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379179 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208691 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 264Q: 33 clusters Score -1.465136e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35390 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41466 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130269 members 
Mstep: Class 9 contains 130983 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204516 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65228 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67554 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22811 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379152 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208691 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513488.000000 Penalty: 113876.406250
Iteration 265Q: 33 clusters Score -1.465135e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35391 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41467 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130270 members 
Mstep: Class 9 contains 131021 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204500 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65226 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67554 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379133 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208691 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513392.000000 Penalty: 113876.406250
Iteration 266Q: 33 clusters Score -1.465134e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41467 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130272 members 
Mstep: Class 9 contains 131047 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204488 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67555 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379117 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208696 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513504.000000 Penalty: 113876.406250
Iteration 267Q: 33 clusters Score -1.465135e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35386 members 
Mstep: Class 4 contains 13901 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41467 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130270 members 
Mstep: Class 9 contains 131067 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204483 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67555 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379106 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208696 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513456.000000 Penalty: 113876.406250
Iteration 268Q: 33 clusters Score -1.465135e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41467 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130268 members 
Mstep: Class 9 contains 131091 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204478 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21145 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67556 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379089 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208697 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513392.000000 Penalty: 113876.406250
Iteration 269Q: 33 clusters Score -1.465134e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41466 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130266 members 
Mstep: Class 9 contains 131114 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204473 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65226 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67556 members 
Mstep: Class 19 contains 153642 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379079 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208693 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513424.000000 Penalty: 113876.406250
Iteration 270Q: 33 clusters Score -1.465134e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35385 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 41465 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130262 members 
Mstep: Class 9 contains 131137 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204468 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67557 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379064 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208694 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513440.000000 Penalty: 113876.406250
Iteration 271Q: 33 clusters Score -1.465134e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35383 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17898 members 
Mstep: Class 6 contains 41466 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130259 members 
Mstep: Class 9 contains 131164 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204460 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67556 members 
Mstep: Class 19 contains 153644 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379043 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208695 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513440.000000 Penalty: 113876.406250
Iteration 272Q: 33 clusters Score -1.465134e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41469 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130256 members 
Mstep: Class 9 contains 131187 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204447 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153644 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379032 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208697 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19820 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513456.000000 Penalty: 113876.406250
Iteration 273Q: 33 clusters Score -1.465135e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41468 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130256 members 
Mstep: Class 9 contains 131207 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204439 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65224 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153644 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379021 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208697 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19820 members 
Mstep: Class 32 contains 20672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513456.000000 Penalty: 113876.406250
Iteration 274Q: 33 clusters Score -1.465135e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35382 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41467 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130255 members 
Mstep: Class 9 contains 131228 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204427 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65224 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 379010 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208698 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19820 members 
Mstep: Class 32 contains 20672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513472.000000 Penalty: 113876.406250
Iteration 275Q: 33 clusters Score -1.465135e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35382 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41468 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 130255 members 
Mstep: Class 9 contains 131252 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204418 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378998 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208698 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513488.000000 Penalty: 113876.406250
Iteration 276Q: 33 clusters Score -1.465135e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35382 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41471 members 
Mstep: Class 7 contains 26037 members 
Mstep: Class 8 contains 130253 members 
Mstep: Class 9 contains 131271 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204414 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67557 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378981 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208700 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513472.000000 Penalty: 113876.406250
Iteration 277Q: 33 clusters Score -1.465135e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35382 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41473 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130250 members 
Mstep: Class 9 contains 131288 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204408 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67557 members 
Mstep: Class 19 contains 153640 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378967 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208705 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513488.000000 Penalty: 113876.406250
Iteration 278Q: 33 clusters Score -1.465135e+08 nChanged 33
Entering ConstructFrom: 
Score: -146513488.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (11477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Entering Unmasked Estep 
Score: -1032889.750000 Penalty: 2318.328857
	Iteration 0F: 2 clusters Score -1032890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1024225.937500 Penalty: 4636.657715
	Iteration 0F: 3 clusters Score -1024226 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1026801.250000 Penalty: 4636.657715
	Iteration 1F: 3 clusters Score -1026801 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1027140.750000 Penalty: 4636.657715
	Iteration 2F: 3 clusters Score -1027141 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1027387.875000 Penalty: 4636.657715
	Iteration 3F: 3 clusters Score -1027388 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1027597.625000 Penalty: 4636.657715
	Iteration 4Q: 3 clusters Score -1027598 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1027829.250000 Penalty: 4636.657715
	Iteration 5Q: 3 clusters Score -1027829 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1028106.187500 Penalty: 4636.657715
	Iteration 6Q: 3 clusters Score -1028106 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1028443.125000 Penalty: 4636.657715
	Iteration 7Q: 3 clusters Score -1028443 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1028822.187500 Penalty: 4636.657715
	Iteration 8F: 3 clusters Score -1028822 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1029236.312500 Penalty: 4636.657715
	Iteration 9Q: 3 clusters Score -1029236 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1029655.687500 Penalty: 4636.657715
	Iteration 10Q: 3 clusters Score -1029656 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1030002.187500 Penalty: 4636.657715
	Iteration 11Q: 3 clusters Score -1030002 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1030275.062500 Penalty: 4636.657715
	Iteration 12Q: 3 clusters Score -1030275 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1030462.437500 Penalty: 4636.657715
	Iteration 13Q: 3 clusters Score -1030462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1030584.625000 Penalty: 4636.657715
	Iteration 14Q: 3 clusters Score -1030585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1030674.187500 Penalty: 4636.657715
	Iteration 15Q: 3 clusters Score -1030674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1030758.625000 Penalty: 4636.657715
	Iteration 16Q: 3 clusters Score -1030759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1030809.750000 Penalty: 4636.657715
	Iteration 17Q: 3 clusters Score -1030810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1030835.125000 Penalty: 4636.657715
	Iteration 18Q: 3 clusters Score -1030835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1030847.812500 Penalty: 4636.657715
	Iteration 19Q: 3 clusters Score -1030848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1030855.562500 Penalty: 4636.657715
	Iteration 20F: 3 clusters Score -1030856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1030856.250000 Penalty: 4636.657715
	Iteration 21Q: 3 clusters Score -1030856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1030861.625000 Penalty: 4636.657715
	Iteration 22Q: 3 clusters Score -1030862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1030861.687500 Penalty: 4636.657715
	Iteration 23Q: 3 clusters Score -1030862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1030863.812500 Penalty: 4636.657715
	Iteration 24Q: 3 clusters Score -1030864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1030865.750000 Penalty: 4636.657715
	Iteration 25Q: 3 clusters Score -1030866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1030865.187500 Penalty: 4636.657715
	Iteration 26Q: 3 clusters Score -1030865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1030867.250000 Penalty: 4636.657715
	Iteration 27Q: 3 clusters Score -1030867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1030870.000000 Penalty: 4636.657715
	Iteration 28Q: 3 clusters Score -1030870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1030870.750000 Penalty: 4636.657715
	Iteration 29Q: 3 clusters Score -1030871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1030872.750000 Penalty: 4636.657715
	Iteration 30Q: 3 clusters Score -1030873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1030874.500000 Penalty: 4636.657715
	Iteration 31Q: 3 clusters Score -1030874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1030876.562500 Penalty: 4636.657715
	Iteration 32Q: 3 clusters Score -1030877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1030876.562500 Penalty: 4636.657715
	Iteration 33F: 3 clusters Score -1030877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -175515.968750 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -175516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -172799.593750 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -172799.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -173294.593750 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -173294.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -173415.625000 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -173415.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173476.546875 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -173476.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173517.828125 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -173517.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -173539.828125 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -173539.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -173560.125000 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -173560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -173574.609375 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -173574.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -173588.734375 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -173588.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -173604.140625 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -173604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173611.109375 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -173611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -173614.796875 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -173614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -173618.843750 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -173618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -173625.140625 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -173625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -173630.531250 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -173630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -173634.140625 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -173634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -173638.437500 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -173638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -173640.703125 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -173640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -173640.968750 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -173641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -173640.968750 Penalty: 3794.011230
	Iteration 19F: 3 clusters Score -173641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Entering Unmasked Estep 
Score: -3084367.250000 Penalty: 2597.541748
	Iteration 0F: 2 clusters Score -3084367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3060192.500000 Penalty: 5195.083496
	Iteration 0F: 3 clusters Score -3060192 nChanged 16129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3069068.750000 Penalty: 5195.083496
	Iteration 1F: 3 clusters Score -3069069 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3069753.500000 Penalty: 5195.083496
	Iteration 2Q: 3 clusters Score -3069754 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3070467.000000 Penalty: 5195.083496
	Iteration 3Q: 3 clusters Score -3070467 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3071156.000000 Penalty: 5195.083496
	Iteration 4Q: 3 clusters Score -3071156 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3071927.500000 Penalty: 5195.083496
	Iteration 5Q: 3 clusters Score -3071928 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3072687.000000 Penalty: 5195.083496
	Iteration 6Q: 3 clusters Score -3072687 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3073376.000000 Penalty: 5195.083496
	Iteration 7Q: 3 clusters Score -3073376 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3074035.500000 Penalty: 5195.083496
	Iteration 8Q: 3 clusters Score -3074036 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3074648.750000 Penalty: 5195.083496
	Iteration 9Q: 3 clusters Score -3074649 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3075163.500000 Penalty: 5195.083496
	Iteration 10Q: 3 clusters Score -3075164 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3075583.250000 Penalty: 5195.083496
	Iteration 11Q: 3 clusters Score -3075583 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3075883.250000 Penalty: 5195.083496
	Iteration 12Q: 3 clusters Score -3075883 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3076116.000000 Penalty: 5195.083496
	Iteration 13Q: 3 clusters Score -3076116 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3076320.250000 Penalty: 5195.083496
	Iteration 14Q: 3 clusters Score -3076320 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3076505.000000 Penalty: 5195.083496
	Iteration 15Q: 3 clusters Score -3076505 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3076659.000000 Penalty: 5195.083496
	Iteration 16Q: 3 clusters Score -3076659 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3076859.000000 Penalty: 5195.083496
	Iteration 17Q: 3 clusters Score -3076859 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3077099.500000 Penalty: 5195.083496
	Iteration 18Q: 3 clusters Score -3077100 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3077380.250000 Penalty: 5195.083496
	Iteration 19Q: 3 clusters Score -3077380 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3077747.500000 Penalty: 5195.083496
	Iteration 20F: 3 clusters Score -3077748 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3078193.750000 Penalty: 5195.083496
	Iteration 21Q: 3 clusters Score -3078194 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3078768.000000 Penalty: 5195.083496
	Iteration 22Q: 3 clusters Score -3078768 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3079240.500000 Penalty: 5195.083496
	Iteration 23Q: 3 clusters Score -3079240 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3079678.750000 Penalty: 5195.083496
	Iteration 24Q: 3 clusters Score -3079679 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3080011.250000 Penalty: 5195.083496
	Iteration 25Q: 3 clusters Score -3080011 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3080248.500000 Penalty: 5195.083496
	Iteration 26Q: 3 clusters Score -3080248 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3080447.000000 Penalty: 5195.083496
	Iteration 27Q: 3 clusters Score -3080447 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3080631.250000 Penalty: 5195.083496
	Iteration 28Q: 3 clusters Score -3080631 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3080814.250000 Penalty: 5195.083496
	Iteration 29Q: 3 clusters Score -3080814 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3080937.750000 Penalty: 5195.083496
	Iteration 30Q: 3 clusters Score -3080938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3081044.750000 Penalty: 5195.083496
	Iteration 31Q: 3 clusters Score -3081045 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3081157.000000 Penalty: 5195.083496
	Iteration 32Q: 3 clusters Score -3081157 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3081265.750000 Penalty: 5195.083496
	Iteration 33Q: 3 clusters Score -3081266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3081372.250000 Penalty: 5195.083496
	Iteration 34Q: 3 clusters Score -3081372 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3081474.250000 Penalty: 5195.083496
	Iteration 35Q: 3 clusters Score -3081474 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3081584.500000 Penalty: 5195.083496
	Iteration 36Q: 3 clusters Score -3081584 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3081665.750000 Penalty: 5195.083496
	Iteration 37Q: 3 clusters Score -3081666 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3081740.000000 Penalty: 5195.083496
	Iteration 38Q: 3 clusters Score -3081740 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3081820.750000 Penalty: 5195.083496
	Iteration 39Q: 3 clusters Score -3081821 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3081889.250000 Penalty: 5195.083496
	Iteration 40F: 3 clusters Score -3081889 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3081930.500000 Penalty: 5195.083496
	Iteration 41Q: 3 clusters Score -3081930 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3081975.500000 Penalty: 5195.083496
	Iteration 42Q: 3 clusters Score -3081976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3082007.500000 Penalty: 5195.083496
	Iteration 43Q: 3 clusters Score -3082008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3082062.750000 Penalty: 5195.083496
	Iteration 44Q: 3 clusters Score -3082063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3082101.250000 Penalty: 5195.083496
	Iteration 45Q: 3 clusters Score -3082101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3082121.750000 Penalty: 5195.083496
	Iteration 46Q: 3 clusters Score -3082122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3082151.500000 Penalty: 5195.083496
	Iteration 47Q: 3 clusters Score -3082152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3082168.500000 Penalty: 5195.083496
	Iteration 48Q: 3 clusters Score -3082168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3082188.250000 Penalty: 5195.083496
	Iteration 49Q: 3 clusters Score -3082188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3082223.500000 Penalty: 5195.083496
	Iteration 50Q: 3 clusters Score -3082224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3082247.250000 Penalty: 5195.083496
	Iteration 51Q: 3 clusters Score -3082247 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3082266.000000 Penalty: 5195.083496
	Iteration 52Q: 3 clusters Score -3082266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3082287.250000 Penalty: 5195.083496
	Iteration 53Q: 3 clusters Score -3082287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3082303.250000 Penalty: 5195.083496
	Iteration 54Q: 3 clusters Score -3082303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3082316.500000 Penalty: 5195.083496
	Iteration 55Q: 3 clusters Score -3082316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3082319.000000 Penalty: 5195.083496
	Iteration 56Q: 3 clusters Score -3082319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3082329.750000 Penalty: 5195.083496
	Iteration 57Q: 3 clusters Score -3082330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3082337.750000 Penalty: 5195.083496
	Iteration 58Q: 3 clusters Score -3082338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3082344.750000 Penalty: 5195.083496
	Iteration 59Q: 3 clusters Score -3082345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3082348.750000 Penalty: 5195.083496
	Iteration 60F: 3 clusters Score -3082349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3082356.750000 Penalty: 5195.083496
	Iteration 61Q: 3 clusters Score -3082357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3082361.500000 Penalty: 5195.083496
	Iteration 62Q: 3 clusters Score -3082362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3082361.500000 Penalty: 5195.083496
	Iteration 63Q: 3 clusters Score -3082362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3082361.250000 Penalty: 5195.083496
	Iteration 64Q: 3 clusters Score -3082361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3082376.000000 Penalty: 5195.083496
	Iteration 65Q: 3 clusters Score -3082376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3082373.000000 Penalty: 5195.083496
	Iteration 66Q: 3 clusters Score -3082373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3082377.500000 Penalty: 5195.083496
	Iteration 67Q: 3 clusters Score -3082378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3082378.500000 Penalty: 5195.083496
	Iteration 68Q: 3 clusters Score -3082378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3082378.750000 Penalty: 5195.083496
	Iteration 69Q: 3 clusters Score -3082379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3082380.750000 Penalty: 5195.083496
	Iteration 70Q: 3 clusters Score -3082381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3082386.750000 Penalty: 5195.083496
	Iteration 71Q: 3 clusters Score -3082387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3082391.500000 Penalty: 5195.083496
	Iteration 72Q: 3 clusters Score -3082392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3082387.500000 Penalty: 5195.083496
	Iteration 73Q: 3 clusters Score -3082388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3082384.750000 Penalty: 5195.083496
	Iteration 74Q: 3 clusters Score -3082385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3082400.000000 Penalty: 5195.083496
	Iteration 75Q: 3 clusters Score -3082400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3082399.500000 Penalty: 5195.083496
	Iteration 76Q: 3 clusters Score -3082400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3082401.500000 Penalty: 5195.083496
	Iteration 77Q: 3 clusters Score -3082402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3082401.500000 Penalty: 5195.083496
	Iteration 78Q: 3 clusters Score -3082402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3082403.500000 Penalty: 5195.083496
	Iteration 79Q: 3 clusters Score -3082404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3082404.500000 Penalty: 5195.083496
	Iteration 80F: 3 clusters Score -3082404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3082403.500000 Penalty: 5195.083496
	Iteration 81Q: 3 clusters Score -3082404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3082405.000000 Penalty: 5195.083496
	Iteration 82Q: 3 clusters Score -3082405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3082406.250000 Penalty: 5195.083496
	Iteration 83Q: 3 clusters Score -3082406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3082405.750000 Penalty: 5195.083496
	Iteration 84Q: 3 clusters Score -3082406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3082405.750000 Penalty: 5195.083496
	Iteration 85F: 3 clusters Score -3082406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Entering Unmasked Estep 
Score: -1242792.125000 Penalty: 2365.813721
	Iteration 0F: 2 clusters Score -1242792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1232601.500000 Penalty: 4731.627441
	Iteration 0F: 3 clusters Score -1232602 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1235888.875000 Penalty: 4731.627441
	Iteration 1F: 3 clusters Score -1235889 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1236321.625000 Penalty: 4731.627441
	Iteration 2F: 3 clusters Score -1236322 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1236702.375000 Penalty: 4731.627441
	Iteration 3F: 3 clusters Score -1236702 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1237039.000000 Penalty: 4731.627441
	Iteration 4Q: 3 clusters Score -1237039 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1237344.375000 Penalty: 4731.627441
	Iteration 5Q: 3 clusters Score -1237344 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1237679.500000 Penalty: 4731.627441
	Iteration 6Q: 3 clusters Score -1237680 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1237995.000000 Penalty: 4731.627441
	Iteration 7Q: 3 clusters Score -1237995 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1238295.000000 Penalty: 4731.627441
	Iteration 8Q: 3 clusters Score -1238295 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1238535.500000 Penalty: 4731.627441
	Iteration 9Q: 3 clusters Score -1238536 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1238766.375000 Penalty: 4731.627441
	Iteration 10Q: 3 clusters Score -1238766 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1239025.000000 Penalty: 4731.627441
	Iteration 11Q: 3 clusters Score -1239025 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1239299.625000 Penalty: 4731.627441
	Iteration 12Q: 3 clusters Score -1239300 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1239592.625000 Penalty: 4731.627441
	Iteration 13Q: 3 clusters Score -1239593 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1239905.875000 Penalty: 4731.627441
	Iteration 14Q: 3 clusters Score -1239906 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1240206.125000 Penalty: 4731.627441
	Iteration 15Q: 3 clusters Score -1240206 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1240474.000000 Penalty: 4731.627441
	Iteration 16Q: 3 clusters Score -1240474 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1240686.375000 Penalty: 4731.627441
	Iteration 17Q: 3 clusters Score -1240686 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1240829.750000 Penalty: 4731.627441
	Iteration 18Q: 3 clusters Score -1240830 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1240932.250000 Penalty: 4731.627441
	Iteration 19Q: 3 clusters Score -1240932 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1241029.375000 Penalty: 4731.627441
	Iteration 20F: 3 clusters Score -1241029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1241120.000000 Penalty: 4731.627441
	Iteration 21Q: 3 clusters Score -1241120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1241195.500000 Penalty: 4731.627441
	Iteration 22Q: 3 clusters Score -1241196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1241252.000000 Penalty: 4731.627441
	Iteration 23Q: 3 clusters Score -1241252 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1241308.750000 Penalty: 4731.627441
	Iteration 24Q: 3 clusters Score -1241309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1241359.000000 Penalty: 4731.627441
	Iteration 25Q: 3 clusters Score -1241359 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1241394.750000 Penalty: 4731.627441
	Iteration 26Q: 3 clusters Score -1241395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1241436.375000 Penalty: 4731.627441
	Iteration 27Q: 3 clusters Score -1241436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1241466.750000 Penalty: 4731.627441
	Iteration 28Q: 3 clusters Score -1241467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1241496.000000 Penalty: 4731.627441
	Iteration 29Q: 3 clusters Score -1241496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1241527.250000 Penalty: 4731.627441
	Iteration 30Q: 3 clusters Score -1241527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1241557.250000 Penalty: 4731.627441
	Iteration 31Q: 3 clusters Score -1241557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1241583.875000 Penalty: 4731.627441
	Iteration 32Q: 3 clusters Score -1241584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1241606.625000 Penalty: 4731.627441
	Iteration 33Q: 3 clusters Score -1241607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1241633.875000 Penalty: 4731.627441
	Iteration 34Q: 3 clusters Score -1241634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1241648.375000 Penalty: 4731.627441
	Iteration 35Q: 3 clusters Score -1241648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1241656.750000 Penalty: 4731.627441
	Iteration 36Q: 3 clusters Score -1241657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1241665.125000 Penalty: 4731.627441
	Iteration 37Q: 3 clusters Score -1241665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1241668.875000 Penalty: 4731.627441
	Iteration 38Q: 3 clusters Score -1241669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1241672.625000 Penalty: 4731.627441
	Iteration 39Q: 3 clusters Score -1241673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1241675.375000 Penalty: 4731.627441
	Iteration 40F: 3 clusters Score -1241675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1241678.750000 Penalty: 4731.627441
	Iteration 41Q: 3 clusters Score -1241679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1241678.375000 Penalty: 4731.627441
	Iteration 42Q: 3 clusters Score -1241678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1241684.125000 Penalty: 4731.627441
	Iteration 43Q: 3 clusters Score -1241684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1241687.375000 Penalty: 4731.627441
	Iteration 44Q: 3 clusters Score -1241687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1241688.250000 Penalty: 4731.627441
	Iteration 45Q: 3 clusters Score -1241688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1241691.750000 Penalty: 4731.627441
	Iteration 46Q: 3 clusters Score -1241692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1241689.375000 Penalty: 4731.627441
	Iteration 47Q: 3 clusters Score -1241689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1241691.125000 Penalty: 4731.627441
	Iteration 48Q: 3 clusters Score -1241691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1241693.875000 Penalty: 4731.627441
	Iteration 49Q: 3 clusters Score -1241694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1241694.125000 Penalty: 4731.627441
	Iteration 50Q: 3 clusters Score -1241694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1241696.250000 Penalty: 4731.627441
	Iteration 51Q: 3 clusters Score -1241696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1241695.250000 Penalty: 4731.627441
	Iteration 52Q: 3 clusters Score -1241695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1241694.375000 Penalty: 4731.627441
	Iteration 53Q: 3 clusters Score -1241694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1241695.625000 Penalty: 4731.627441
	Iteration 54Q: 3 clusters Score -1241696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1241695.875000 Penalty: 4731.627441
	Iteration 55Q: 3 clusters Score -1241696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1241695.875000 Penalty: 4731.627441
	Iteration 56F: 3 clusters Score -1241696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Entering Unmasked Estep 
Score: -1544792.625000 Penalty: 2428.540039
	Iteration 0F: 2 clusters Score -1544793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1531998.625000 Penalty: 4857.080078
	Iteration 0F: 3 clusters Score -1531999 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1536156.125000 Penalty: 4857.080078
	Iteration 1F: 3 clusters Score -1536156 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1536513.750000 Penalty: 4857.080078
	Iteration 2F: 3 clusters Score -1536514 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1536811.375000 Penalty: 4857.080078
	Iteration 3Q: 3 clusters Score -1536811 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1537076.250000 Penalty: 4857.080078
	Iteration 4Q: 3 clusters Score -1537076 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1537347.250000 Penalty: 4857.080078
	Iteration 5Q: 3 clusters Score -1537347 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1537651.375000 Penalty: 4857.080078
	Iteration 6Q: 3 clusters Score -1537651 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1538002.375000 Penalty: 4857.080078
	Iteration 7Q: 3 clusters Score -1538002 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1538407.375000 Penalty: 4857.080078
	Iteration 8Q: 3 clusters Score -1538407 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1538880.500000 Penalty: 4857.080078
	Iteration 9Q: 3 clusters Score -1538880 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1539475.625000 Penalty: 4857.080078
	Iteration 10F: 3 clusters Score -1539476 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1540106.750000 Penalty: 4857.080078
	Iteration 11F: 3 clusters Score -1540107 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1540656.375000 Penalty: 4857.080078
	Iteration 12Q: 3 clusters Score -1540656 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1541114.125000 Penalty: 4857.080078
	Iteration 13Q: 3 clusters Score -1541114 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1541532.875000 Penalty: 4857.080078
	Iteration 14Q: 3 clusters Score -1541533 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1541895.625000 Penalty: 4857.080078
	Iteration 15Q: 3 clusters Score -1541896 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1542171.000000 Penalty: 4857.080078
	Iteration 16Q: 3 clusters Score -1542171 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1542462.625000 Penalty: 4857.080078
	Iteration 17Q: 3 clusters Score -1542463 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1542726.500000 Penalty: 4857.080078
	Iteration 18Q: 3 clusters Score -1542726 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1542922.625000 Penalty: 4857.080078
	Iteration 19Q: 3 clusters Score -1542923 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1543061.250000 Penalty: 4857.080078
	Iteration 20F: 3 clusters Score -1543061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1543160.250000 Penalty: 4857.080078
	Iteration 21Q: 3 clusters Score -1543160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1543227.125000 Penalty: 4857.080078
	Iteration 22Q: 3 clusters Score -1543227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1543272.375000 Penalty: 4857.080078
	Iteration 23Q: 3 clusters Score -1543272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1543305.375000 Penalty: 4857.080078
	Iteration 24Q: 3 clusters Score -1543305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1543324.625000 Penalty: 4857.080078
	Iteration 25Q: 3 clusters Score -1543325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1543340.375000 Penalty: 4857.080078
	Iteration 26Q: 3 clusters Score -1543340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1543344.625000 Penalty: 4857.080078
	Iteration 27Q: 3 clusters Score -1543345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1543347.000000 Penalty: 4857.080078
	Iteration 28Q: 3 clusters Score -1543347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1543351.750000 Penalty: 4857.080078
	Iteration 29Q: 3 clusters Score -1543352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1543352.625000 Penalty: 4857.080078
	Iteration 30Q: 3 clusters Score -1543353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1543354.125000 Penalty: 4857.080078
	Iteration 31Q: 3 clusters Score -1543354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1543354.375000 Penalty: 4857.080078
	Iteration 32Q: 3 clusters Score -1543354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1543356.125000 Penalty: 4857.080078
	Iteration 33Q: 3 clusters Score -1543356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1543355.875000 Penalty: 4857.080078
	Iteration 34Q: 3 clusters Score -1543356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1543354.875000 Penalty: 4857.080078
	Iteration 35Q: 3 clusters Score -1543355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1543354.250000 Penalty: 4857.080078
	Iteration 36Q: 3 clusters Score -1543354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1543354.250000 Penalty: 4857.080078
	Iteration 37F: 3 clusters Score -1543354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Entering Unmasked Estep 
Score: -3694405.250000 Penalty: 2636.945801
	Iteration 0F: 2 clusters Score -3694405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3666245.750000 Penalty: 5273.891602
	Iteration 0F: 3 clusters Score -3666246 nChanged 19024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3676939.750000 Penalty: 5273.891602
	Iteration 1F: 3 clusters Score -3676940 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3677641.500000 Penalty: 5273.891602
	Iteration 2Q: 3 clusters Score -3677642 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3678549.250000 Penalty: 5273.891602
	Iteration 3Q: 3 clusters Score -3678549 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3679721.500000 Penalty: 5273.891602
	Iteration 4F: 3 clusters Score -3679722 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3681553.500000 Penalty: 5273.891602
	Iteration 5F: 3 clusters Score -3681554 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -3683964.750000 Penalty: 5273.891602
	Iteration 6F: 3 clusters Score -3683965 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3686579.250000 Penalty: 5273.891602
	Iteration 7F: 3 clusters Score -3686579 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3688682.250000 Penalty: 5273.891602
	Iteration 8F: 3 clusters Score -3688682 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -3690128.000000 Penalty: 5273.891602
	Iteration 9Q: 3 clusters Score -3690128 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -3690988.000000 Penalty: 5273.891602
	Iteration 10Q: 3 clusters Score -3690988 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -3691460.250000 Penalty: 5273.891602
	Iteration 11Q: 3 clusters Score -3691460 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -3691711.250000 Penalty: 5273.891602
	Iteration 12Q: 3 clusters Score -3691711 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -3691877.500000 Penalty: 5273.891602
	Iteration 13Q: 3 clusters Score -3691878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -3691985.500000 Penalty: 5273.891602
	Iteration 14Q: 3 clusters Score -3691986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -3692040.250000 Penalty: 5273.891602
	Iteration 15Q: 3 clusters Score -3692040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3692076.750000 Penalty: 5273.891602
	Iteration 16Q: 3 clusters Score -3692077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -3692093.250000 Penalty: 5273.891602
	Iteration 17Q: 3 clusters Score -3692093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -3692109.750000 Penalty: 5273.891602
	Iteration 18Q: 3 clusters Score -3692110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -3692128.750000 Penalty: 5273.891602
	Iteration 19Q: 3 clusters Score -3692129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -3692146.750000 Penalty: 5273.891602
	Iteration 20F: 3 clusters Score -3692147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -3692155.500000 Penalty: 5273.891602
	Iteration 21Q: 3 clusters Score -3692156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -3692161.000000 Penalty: 5273.891602
	Iteration 22Q: 3 clusters Score -3692161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -3692173.000000 Penalty: 5273.891602
	Iteration 23Q: 3 clusters Score -3692173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -3692178.000000 Penalty: 5273.891602
	Iteration 24Q: 3 clusters Score -3692178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -3692176.000000 Penalty: 5273.891602
	Iteration 25Q: 3 clusters Score -3692176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -3692175.500000 Penalty: 5273.891602
	Iteration 26Q: 3 clusters Score -3692176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -3692176.500000 Penalty: 5273.891602
	Iteration 27Q: 3 clusters Score -3692176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -3692180.250000 Penalty: 5273.891602
	Iteration 28Q: 3 clusters Score -3692180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -3692182.000000 Penalty: 5273.891602
	Iteration 29Q: 3 clusters Score -3692182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -3692182.500000 Penalty: 5273.891602
	Iteration 30Q: 3 clusters Score -3692182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -3692182.500000 Penalty: 5273.891602
	Iteration 31F: 3 clusters Score -3692182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Entering Unmasked Estep 
Score: -2350743.750000 Penalty: 2521.474365
	Iteration 0F: 2 clusters Score -2350744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2332771.750000 Penalty: 5042.948730
	Iteration 0F: 3 clusters Score -2332772 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2339038.250000 Penalty: 5042.948730
	Iteration 1F: 3 clusters Score -2339038 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2339516.000000 Penalty: 5042.948730
	Iteration 2Q: 3 clusters Score -2339516 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2340017.000000 Penalty: 5042.948730
	Iteration 3Q: 3 clusters Score -2340017 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2340573.500000 Penalty: 5042.948730
	Iteration 4Q: 3 clusters Score -2340574 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2341205.000000 Penalty: 5042.948730
	Iteration 5Q: 3 clusters Score -2341205 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2341799.000000 Penalty: 5042.948730
	Iteration 6Q: 3 clusters Score -2341799 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2342394.000000 Penalty: 5042.948730
	Iteration 7Q: 3 clusters Score -2342394 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2342986.750000 Penalty: 5042.948730
	Iteration 8Q: 3 clusters Score -2342987 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2343553.000000 Penalty: 5042.948730
	Iteration 9Q: 3 clusters Score -2343553 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2344060.250000 Penalty: 5042.948730
	Iteration 10Q: 3 clusters Score -2344060 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2344492.750000 Penalty: 5042.948730
	Iteration 11Q: 3 clusters Score -2344493 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2344793.250000 Penalty: 5042.948730
	Iteration 12Q: 3 clusters Score -2344793 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2344974.250000 Penalty: 5042.948730
	Iteration 13Q: 3 clusters Score -2344974 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2345095.250000 Penalty: 5042.948730
	Iteration 14Q: 3 clusters Score -2345095 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2345164.500000 Penalty: 5042.948730
	Iteration 15Q: 3 clusters Score -2345164 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2345223.750000 Penalty: 5042.948730
	Iteration 16Q: 3 clusters Score -2345224 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2345259.750000 Penalty: 5042.948730
	Iteration 17Q: 3 clusters Score -2345260 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2345309.500000 Penalty: 5042.948730
	Iteration 18Q: 3 clusters Score -2345310 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2345343.250000 Penalty: 5042.948730
	Iteration 19Q: 3 clusters Score -2345343 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2345386.250000 Penalty: 5042.948730
	Iteration 20F: 3 clusters Score -2345386 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2345428.500000 Penalty: 5042.948730
	Iteration 21Q: 3 clusters Score -2345428 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2345458.500000 Penalty: 5042.948730
	Iteration 22Q: 3 clusters Score -2345458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2345482.250000 Penalty: 5042.948730
	Iteration 23Q: 3 clusters Score -2345482 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2345499.000000 Penalty: 5042.948730
	Iteration 24Q: 3 clusters Score -2345499 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2345513.500000 Penalty: 5042.948730
	Iteration 25Q: 3 clusters Score -2345514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2345539.000000 Penalty: 5042.948730
	Iteration 26Q: 3 clusters Score -2345539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2345557.500000 Penalty: 5042.948730
	Iteration 27Q: 3 clusters Score -2345558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2345576.750000 Penalty: 5042.948730
	Iteration 28Q: 3 clusters Score -2345577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2345585.750000 Penalty: 5042.948730
	Iteration 29Q: 3 clusters Score -2345586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2345599.750000 Penalty: 5042.948730
	Iteration 30Q: 3 clusters Score -2345600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2345616.500000 Penalty: 5042.948730
	Iteration 31Q: 3 clusters Score -2345616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2345627.500000 Penalty: 5042.948730
	Iteration 32Q: 3 clusters Score -2345628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2345650.000000 Penalty: 5042.948730
	Iteration 33Q: 3 clusters Score -2345650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2345656.250000 Penalty: 5042.948730
	Iteration 34Q: 3 clusters Score -2345656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2345665.500000 Penalty: 5042.948730
	Iteration 35Q: 3 clusters Score -2345666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2345680.000000 Penalty: 5042.948730
	Iteration 36Q: 3 clusters Score -2345680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2345682.250000 Penalty: 5042.948730
	Iteration 37Q: 3 clusters Score -2345682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2345688.000000 Penalty: 5042.948730
	Iteration 38Q: 3 clusters Score -2345688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2345697.000000 Penalty: 5042.948730
	Iteration 39Q: 3 clusters Score -2345697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2345698.500000 Penalty: 5042.948730
	Iteration 40F: 3 clusters Score -2345698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2345695.750000 Penalty: 5042.948730
	Iteration 41Q: 3 clusters Score -2345696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2345698.500000 Penalty: 5042.948730
	Iteration 42Q: 3 clusters Score -2345698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2345698.750000 Penalty: 5042.948730
	Iteration 43Q: 3 clusters Score -2345699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2345709.000000 Penalty: 5042.948730
	Iteration 44Q: 3 clusters Score -2345709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2345716.250000 Penalty: 5042.948730
	Iteration 45Q: 3 clusters Score -2345716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2345719.250000 Penalty: 5042.948730
	Iteration 46Q: 3 clusters Score -2345719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2345717.000000 Penalty: 5042.948730
	Iteration 47Q: 3 clusters Score -2345717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2345721.500000 Penalty: 5042.948730
	Iteration 48Q: 3 clusters Score -2345722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2345723.000000 Penalty: 5042.948730
	Iteration 49Q: 3 clusters Score -2345723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2345721.750000 Penalty: 5042.948730
	Iteration 50Q: 3 clusters Score -2345722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2345721.500000 Penalty: 5042.948730
	Iteration 51Q: 3 clusters Score -2345722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2345724.750000 Penalty: 5042.948730
	Iteration 52Q: 3 clusters Score -2345725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2345736.750000 Penalty: 5042.948730
	Iteration 53Q: 3 clusters Score -2345737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2345735.250000 Penalty: 5042.948730
	Iteration 54Q: 3 clusters Score -2345735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2345736.500000 Penalty: 5042.948730
	Iteration 55Q: 3 clusters Score -2345736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2345738.000000 Penalty: 5042.948730
	Iteration 56Q: 3 clusters Score -2345738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2345739.250000 Penalty: 5042.948730
	Iteration 57Q: 3 clusters Score -2345739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2345744.500000 Penalty: 5042.948730
	Iteration 58Q: 3 clusters Score -2345744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2345747.000000 Penalty: 5042.948730
	Iteration 59Q: 3 clusters Score -2345747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2345754.250000 Penalty: 5042.948730
	Iteration 60F: 3 clusters Score -2345754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2345758.250000 Penalty: 5042.948730
	Iteration 61Q: 3 clusters Score -2345758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2345758.500000 Penalty: 5042.948730
	Iteration 62Q: 3 clusters Score -2345758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2345762.500000 Penalty: 5042.948730
	Iteration 63Q: 3 clusters Score -2345762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2345761.250000 Penalty: 5042.948730
	Iteration 64Q: 3 clusters Score -2345761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2345752.250000 Penalty: 5042.948730
	Iteration 65Q: 3 clusters Score -2345752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2345759.250000 Penalty: 5042.948730
	Iteration 66Q: 3 clusters Score -2345759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2345761.750000 Penalty: 5042.948730
	Iteration 67Q: 3 clusters Score -2345762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2345761.250000 Penalty: 5042.948730
	Iteration 68Q: 3 clusters Score -2345761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2345765.000000 Penalty: 5042.948730
	Iteration 69Q: 3 clusters Score -2345765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2345773.500000 Penalty: 5042.948730
	Iteration 70Q: 3 clusters Score -2345774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2345768.250000 Penalty: 5042.948730
	Iteration 71Q: 3 clusters Score -2345768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2345771.750000 Penalty: 5042.948730
	Iteration 72Q: 3 clusters Score -2345772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2345771.000000 Penalty: 5042.948730
	Iteration 73Q: 3 clusters Score -2345771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2345776.750000 Penalty: 5042.948730
	Iteration 74Q: 3 clusters Score -2345777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2345780.250000 Penalty: 5042.948730
	Iteration 75Q: 3 clusters Score -2345780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2345783.500000 Penalty: 5042.948730
	Iteration 76Q: 3 clusters Score -2345784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2345780.500000 Penalty: 5042.948730
	Iteration 77Q: 3 clusters Score -2345780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2345776.750000 Penalty: 5042.948730
	Iteration 78Q: 3 clusters Score -2345777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2345780.000000 Penalty: 5042.948730
	Iteration 79Q: 3 clusters Score -2345780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2345783.500000 Penalty: 5042.948730
	Iteration 80F: 3 clusters Score -2345784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2345786.750000 Penalty: 5042.948730
	Iteration 81Q: 3 clusters Score -2345787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2345790.250000 Penalty: 5042.948730
	Iteration 82Q: 3 clusters Score -2345790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2345788.250000 Penalty: 5042.948730
	Iteration 83Q: 3 clusters Score -2345788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2345790.250000 Penalty: 5042.948730
	Iteration 84Q: 3 clusters Score -2345790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2345788.000000 Penalty: 5042.948730
	Iteration 85Q: 3 clusters Score -2345788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2345788.250000 Penalty: 5042.948730
	Iteration 86Q: 3 clusters Score -2345788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2345790.500000 Penalty: 5042.948730
	Iteration 87Q: 3 clusters Score -2345790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2345789.500000 Penalty: 5042.948730
	Iteration 88Q: 3 clusters Score -2345790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2345789.250000 Penalty: 5042.948730
	Iteration 89Q: 3 clusters Score -2345789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2345794.000000 Penalty: 5042.948730
	Iteration 90Q: 3 clusters Score -2345794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2345793.250000 Penalty: 5042.948730
	Iteration 91Q: 3 clusters Score -2345793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2345793.000000 Penalty: 5042.948730
	Iteration 92Q: 3 clusters Score -2345793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2345790.250000 Penalty: 5042.948730
	Iteration 93Q: 3 clusters Score -2345790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2345789.500000 Penalty: 5042.948730
	Iteration 94Q: 3 clusters Score -2345790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2345788.250000 Penalty: 5042.948730
	Iteration 95Q: 3 clusters Score -2345788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2345788.250000 Penalty: 5042.948730
	Iteration 96F: 3 clusters Score -2345788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (130247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130247 members 
Entering Unmasked Estep 
Score: -11876583.000000 Penalty: 2920.742676
	Iteration 0F: 2 clusters Score -1.187658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -11789583.000000 Penalty: 5841.485352
	Iteration 0F: 3 clusters Score -1.178958e+07 nChanged 62071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -11824834.000000 Penalty: 5841.485352
	Iteration 1F: 3 clusters Score -1.182483e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -11825657.000000 Penalty: 5841.485352
	Iteration 2Q: 3 clusters Score -1.182566e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -11826514.000000 Penalty: 5841.485352
	Iteration 3Q: 3 clusters Score -1.182651e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -11827607.000000 Penalty: 5841.485352
	Iteration 4Q: 3 clusters Score -1.182761e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -11829039.000000 Penalty: 5841.485352
	Iteration 5Q: 3 clusters Score -1.182904e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -11830954.000000 Penalty: 5841.485352
	Iteration 6Q: 3 clusters Score -1.183095e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -11833839.000000 Penalty: 5841.485352
	Iteration 7Q: 3 clusters Score -1.183384e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -11837956.000000 Penalty: 5841.485352
	Iteration 8Q: 3 clusters Score -1.183796e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -11843648.000000 Penalty: 5841.485352
	Iteration 9F: 3 clusters Score -1.184365e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -11850983.000000 Penalty: 5841.485352
	Iteration 10F: 3 clusters Score -1.185098e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -11858467.000000 Penalty: 5841.485352
	Iteration 11F: 3 clusters Score -1.185847e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -11864396.000000 Penalty: 5841.485352
	Iteration 12F: 3 clusters Score -1.18644e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -11868442.000000 Penalty: 5841.485352
	Iteration 13Q: 3 clusters Score -1.186844e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -11870836.000000 Penalty: 5841.485352
	Iteration 14Q: 3 clusters Score -1.187084e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -11872153.000000 Penalty: 5841.485352
	Iteration 15Q: 3 clusters Score -1.187215e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -11872879.000000 Penalty: 5841.485352
	Iteration 16Q: 3 clusters Score -1.187288e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 128500 members 
Entering Unmasked Estep 
Score: -11873332.000000 Penalty: 5841.485352
	Iteration 17Q: 3 clusters Score -1.187333e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 128847 members 
Entering Unmasked Estep 
Score: -11873528.000000 Penalty: 5841.485352
	Iteration 18Q: 3 clusters Score -1.187353e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -11873705.000000 Penalty: 5841.485352
	Iteration 19Q: 3 clusters Score -1.18737e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -11873827.000000 Penalty: 5841.485352
	Iteration 20F: 3 clusters Score -1.187383e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -11873896.000000 Penalty: 5841.485352
	Iteration 21Q: 3 clusters Score -1.18739e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -11873979.000000 Penalty: 5841.485352
	Iteration 22Q: 3 clusters Score -1.187398e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 129430 members 
Entering Unmasked Estep 
Score: -11874023.000000 Penalty: 5841.485352
	Iteration 23Q: 3 clusters Score -1.187402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 129449 members 
Entering Unmasked Estep 
Score: -11874045.000000 Penalty: 5841.485352
	Iteration 24Q: 3 clusters Score -1.187404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 129475 members 
Entering Unmasked Estep 
Score: -11874057.000000 Penalty: 5841.485352
	Iteration 25Q: 3 clusters Score -1.187406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -11874104.000000 Penalty: 5841.485352
	Iteration 26Q: 3 clusters Score -1.18741e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 129517 members 
Entering Unmasked Estep 
Score: -11874119.000000 Penalty: 5841.485352
	Iteration 27Q: 3 clusters Score -1.187412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -11874121.000000 Penalty: 5841.485352
	Iteration 28Q: 3 clusters Score -1.187412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -11874146.000000 Penalty: 5841.485352
	Iteration 29Q: 3 clusters Score -1.187415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -11874142.000000 Penalty: 5841.485352
	Iteration 30Q: 3 clusters Score -1.187414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 129559 members 
Entering Unmasked Estep 
Score: -11874158.000000 Penalty: 5841.485352
	Iteration 31Q: 3 clusters Score -1.187416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -11874166.000000 Penalty: 5841.485352
	Iteration 32Q: 3 clusters Score -1.187417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -11874160.000000 Penalty: 5841.485352
	Iteration 33Q: 3 clusters Score -1.187416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -11874165.000000 Penalty: 5841.485352
	Iteration 34Q: 3 clusters Score -1.187416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -11874163.000000 Penalty: 5841.485352
	Iteration 35Q: 3 clusters Score -1.187416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -11874167.000000 Penalty: 5841.485352
	Iteration 36Q: 3 clusters Score -1.187417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 129587 members 
Entering Unmasked Estep 
Score: -11874176.000000 Penalty: 5841.485352
	Iteration 37Q: 3 clusters Score -1.187418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -11874179.000000 Penalty: 5841.485352
	Iteration 38Q: 3 clusters Score -1.187418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -11874183.000000 Penalty: 5841.485352
	Iteration 39Q: 3 clusters Score -1.187418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -11874182.000000 Penalty: 5841.485352
	Iteration 40F: 3 clusters Score -1.187418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 129593 members 
Entering Unmasked Estep 
Score: -11874180.000000 Penalty: 5841.485352
	Iteration 41Q: 3 clusters Score -1.187418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 129593 members 
Entering Unmasked Estep 
Score: -11874180.000000 Penalty: 5841.485352
	Iteration 42F: 3 clusters Score -1.187418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (131306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Entering Unmasked Estep 
Score: -11748547.000000 Penalty: 2922.750977
	Iteration 0F: 2 clusters Score -1.174855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -11660488.000000 Penalty: 5845.501953
	Iteration 0F: 3 clusters Score -1.166049e+07 nChanged 62748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -11697193.000000 Penalty: 5845.501953
	Iteration 1F: 3 clusters Score -1.169719e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -11698033.000000 Penalty: 5845.501953
	Iteration 2Q: 3 clusters Score -1.169803e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -11699083.000000 Penalty: 5845.501953
	Iteration 3Q: 3 clusters Score -1.169908e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -11700335.000000 Penalty: 5845.501953
	Iteration 4Q: 3 clusters Score -1.170034e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -11701969.000000 Penalty: 5845.501953
	Iteration 5Q: 3 clusters Score -1.170197e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -11704082.000000 Penalty: 5845.501953
	Iteration 6Q: 3 clusters Score -1.170408e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -11706916.000000 Penalty: 5845.501953
	Iteration 7Q: 3 clusters Score -1.170692e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -11710816.000000 Penalty: 5845.501953
	Iteration 8Q: 3 clusters Score -1.171082e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -11715975.000000 Penalty: 5845.501953
	Iteration 9F: 3 clusters Score -1.171598e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -11721607.000000 Penalty: 5845.501953
	Iteration 10F: 3 clusters Score -1.172161e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -11725973.000000 Penalty: 5845.501953
	Iteration 11F: 3 clusters Score -1.172597e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -11728361.000000 Penalty: 5845.501953
	Iteration 12Q: 3 clusters Score -1.172836e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -11729335.000000 Penalty: 5845.501953
	Iteration 13Q: 3 clusters Score -1.172934e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -11729888.000000 Penalty: 5845.501953
	Iteration 14Q: 3 clusters Score -1.172989e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -11730427.000000 Penalty: 5845.501953
	Iteration 15Q: 3 clusters Score -1.173043e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -11730903.000000 Penalty: 5845.501953
	Iteration 16Q: 3 clusters Score -1.17309e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -11731418.000000 Penalty: 5845.501953
	Iteration 17Q: 3 clusters Score -1.173142e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -11731947.000000 Penalty: 5845.501953
	Iteration 18Q: 3 clusters Score -1.173195e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -11732466.000000 Penalty: 5845.501953
	Iteration 19Q: 3 clusters Score -1.173247e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -11733042.000000 Penalty: 5845.501953
	Iteration 20F: 3 clusters Score -1.173304e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -11733615.000000 Penalty: 5845.501953
	Iteration 21Q: 3 clusters Score -1.173362e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -11734201.000000 Penalty: 5845.501953
	Iteration 22Q: 3 clusters Score -1.17342e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 101858 members 
Entering Unmasked Estep 
Score: -11734748.000000 Penalty: 5845.501953
	Iteration 23Q: 3 clusters Score -1.173475e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -11735221.000000 Penalty: 5845.501953
	Iteration 24Q: 3 clusters Score -1.173522e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -11735714.000000 Penalty: 5845.501953
	Iteration 25Q: 3 clusters Score -1.173571e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -11736177.000000 Penalty: 5845.501953
	Iteration 26Q: 3 clusters Score -1.173618e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -11736662.000000 Penalty: 5845.501953
	Iteration 27Q: 3 clusters Score -1.173666e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -11737188.000000 Penalty: 5845.501953
	Iteration 28Q: 3 clusters Score -1.173719e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -11737737.000000 Penalty: 5845.501953
	Iteration 29Q: 3 clusters Score -1.173774e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -11738310.000000 Penalty: 5845.501953
	Iteration 30Q: 3 clusters Score -1.173831e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -11738801.000000 Penalty: 5845.501953
	Iteration 31Q: 3 clusters Score -1.17388e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -11739298.000000 Penalty: 5845.501953
	Iteration 32Q: 3 clusters Score -1.17393e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
Score: -11739821.000000 Penalty: 5845.501953
	Iteration 33Q: 3 clusters Score -1.173982e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -11740303.000000 Penalty: 5845.501953
	Iteration 34Q: 3 clusters Score -1.17403e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -11740919.000000 Penalty: 5845.501953
	Iteration 35Q: 3 clusters Score -1.174092e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -11741582.000000 Penalty: 5845.501953
	Iteration 36Q: 3 clusters Score -1.174158e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 121534 members 
Entering Unmasked Estep 
Score: -11742266.000000 Penalty: 5845.501953
	Iteration 37Q: 3 clusters Score -1.174227e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -11742784.000000 Penalty: 5845.501953
	Iteration 38Q: 3 clusters Score -1.174278e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -11743290.000000 Penalty: 5845.501953
	Iteration 39Q: 3 clusters Score -1.174329e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -11743617.000000 Penalty: 5845.501953
	Iteration 40F: 3 clusters Score -1.174362e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -11744071.000000 Penalty: 5845.501953
	Iteration 41Q: 3 clusters Score -1.174407e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -11744479.000000 Penalty: 5845.501953
	Iteration 42Q: 3 clusters Score -1.174448e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -11744851.000000 Penalty: 5845.501953
	Iteration 43Q: 3 clusters Score -1.174485e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -11745120.000000 Penalty: 5845.501953
	Iteration 44Q: 3 clusters Score -1.174512e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 128551 members 
Entering Unmasked Estep 
Score: -11745293.000000 Penalty: 5845.501953
	Iteration 45Q: 3 clusters Score -1.174529e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -11745445.000000 Penalty: 5845.501953
	Iteration 46Q: 3 clusters Score -1.174544e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 129176 members 
Entering Unmasked Estep 
Score: -11745587.000000 Penalty: 5845.501953
	Iteration 47Q: 3 clusters Score -1.174559e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 129403 members 
Entering Unmasked Estep 
Score: -11745695.000000 Penalty: 5845.501953
	Iteration 48Q: 3 clusters Score -1.17457e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -11745773.000000 Penalty: 5845.501953
	Iteration 49Q: 3 clusters Score -1.174577e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
Score: -11745846.000000 Penalty: 5845.501953
	Iteration 50Q: 3 clusters Score -1.174585e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 129828 members 
Entering Unmasked Estep 
Score: -11745885.000000 Penalty: 5845.501953
	Iteration 51Q: 3 clusters Score -1.174588e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 129901 members 
Entering Unmasked Estep 
Score: -11745933.000000 Penalty: 5845.501953
	Iteration 52Q: 3 clusters Score -1.174593e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 129963 members 
Entering Unmasked Estep 
Score: -11745978.000000 Penalty: 5845.501953
	Iteration 53Q: 3 clusters Score -1.174598e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -11746011.000000 Penalty: 5845.501953
	Iteration 54Q: 3 clusters Score -1.174601e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -11746056.000000 Penalty: 5845.501953
	Iteration 55Q: 3 clusters Score -1.174606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 130111 members 
Entering Unmasked Estep 
Score: -11746062.000000 Penalty: 5845.501953
	Iteration 56Q: 3 clusters Score -1.174606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -11746087.000000 Penalty: 5845.501953
	Iteration 57Q: 3 clusters Score -1.174609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -11746094.000000 Penalty: 5845.501953
	Iteration 58Q: 3 clusters Score -1.174609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -11746128.000000 Penalty: 5845.501953
	Iteration 59Q: 3 clusters Score -1.174613e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 130236 members 
Entering Unmasked Estep 
Score: -11746129.000000 Penalty: 5845.501953
	Iteration 60F: 3 clusters Score -1.174613e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -11746146.000000 Penalty: 5845.501953
	Iteration 61Q: 3 clusters Score -1.174615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -11746146.000000 Penalty: 5845.501953
	Iteration 62Q: 3 clusters Score -1.174615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -11746155.000000 Penalty: 5845.501953
	Iteration 63Q: 3 clusters Score -1.174616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -11746152.000000 Penalty: 5845.501953
	Iteration 64Q: 3 clusters Score -1.174615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 130320 members 
Entering Unmasked Estep 
Score: -11746165.000000 Penalty: 5845.501953
	Iteration 65Q: 3 clusters Score -1.174616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 130337 members 
Entering Unmasked Estep 
Score: -11746173.000000 Penalty: 5845.501953
	Iteration 66Q: 3 clusters Score -1.174617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -11746185.000000 Penalty: 5845.501953
	Iteration 67Q: 3 clusters Score -1.174618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 130363 members 
Entering Unmasked Estep 
Score: -11746202.000000 Penalty: 5845.501953
	Iteration 68Q: 3 clusters Score -1.17462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 130374 members 
Entering Unmasked Estep 
Score: -11746198.000000 Penalty: 5845.501953
	Iteration 69Q: 3 clusters Score -1.17462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 130380 members 
Entering Unmasked Estep 
Score: -11746202.000000 Penalty: 5845.501953
	Iteration 70Q: 3 clusters Score -1.17462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 130386 members 
Entering Unmasked Estep 
Score: -11746204.000000 Penalty: 5845.501953
	Iteration 71Q: 3 clusters Score -1.17462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 130392 members 
Entering Unmasked Estep 
Score: -11746211.000000 Penalty: 5845.501953
	Iteration 72Q: 3 clusters Score -1.174621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -11746215.000000 Penalty: 5845.501953
	Iteration 73Q: 3 clusters Score -1.174622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 130413 members 
Entering Unmasked Estep 
Score: -11746211.000000 Penalty: 5845.501953
	Iteration 74Q: 3 clusters Score -1.174621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 130416 members 
Entering Unmasked Estep 
Score: -11746222.000000 Penalty: 5845.501953
	Iteration 75Q: 3 clusters Score -1.174622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -11746223.000000 Penalty: 5845.501953
	Iteration 76Q: 3 clusters Score -1.174622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 130423 members 
Entering Unmasked Estep 
Score: -11746228.000000 Penalty: 5845.501953
	Iteration 77Q: 3 clusters Score -1.174623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 130423 members 
Entering Unmasked Estep 
Score: -11746226.000000 Penalty: 5845.501953
	Iteration 78Q: 3 clusters Score -1.174623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 130425 members 
Entering Unmasked Estep 
Score: -11746219.000000 Penalty: 5845.501953
	Iteration 79Q: 3 clusters Score -1.174622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 130429 members 
Entering Unmasked Estep 
Score: -11746222.000000 Penalty: 5845.501953
	Iteration 80F: 3 clusters Score -1.174622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 130432 members 
Entering Unmasked Estep 
Score: -11746225.000000 Penalty: 5845.501953
	Iteration 81Q: 3 clusters Score -1.174622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 130436 members 
Entering Unmasked Estep 
Score: -11746231.000000 Penalty: 5845.501953
	Iteration 82Q: 3 clusters Score -1.174623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 130438 members 
Entering Unmasked Estep 
Score: -11746233.000000 Penalty: 5845.501953
	Iteration 83Q: 3 clusters Score -1.174623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 130438 members 
Entering Unmasked Estep 
Score: -11746233.000000 Penalty: 5845.501953
	Iteration 84F: 3 clusters Score -1.174623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -576023.062500 Penalty: 2193.681396
	Iteration 0F: 2 clusters Score -576023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -570189.875000 Penalty: 4387.362793
	Iteration 0F: 3 clusters Score -570189.9 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -571946.500000 Penalty: 4387.362793
	Iteration 1F: 3 clusters Score -571946.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -572359.312500 Penalty: 4387.362793
	Iteration 2F: 3 clusters Score -572359.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -572684.625000 Penalty: 4387.362793
	Iteration 3F: 3 clusters Score -572684.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -573000.062500 Penalty: 4387.362793
	Iteration 4F: 3 clusters Score -573000.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -573271.125000 Penalty: 4387.362793
	Iteration 5Q: 3 clusters Score -573271.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -573444.375000 Penalty: 4387.362793
	Iteration 6Q: 3 clusters Score -573444.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -573557.125000 Penalty: 4387.362793
	Iteration 7Q: 3 clusters Score -573557.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -573648.625000 Penalty: 4387.362793
	Iteration 8Q: 3 clusters Score -573648.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -573710.812500 Penalty: 4387.362793
	Iteration 9Q: 3 clusters Score -573710.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -573780.375000 Penalty: 4387.362793
	Iteration 10Q: 3 clusters Score -573780.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -573839.000000 Penalty: 4387.362793
	Iteration 11Q: 3 clusters Score -573839 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -573905.625000 Penalty: 4387.362793
	Iteration 12Q: 3 clusters Score -573905.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -573970.125000 Penalty: 4387.362793
	Iteration 13Q: 3 clusters Score -573970.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -574042.312500 Penalty: 4387.362793
	Iteration 14Q: 3 clusters Score -574042.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -574119.875000 Penalty: 4387.362793
	Iteration 15Q: 3 clusters Score -574119.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -574196.500000 Penalty: 4387.362793
	Iteration 16Q: 3 clusters Score -574196.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -574306.562500 Penalty: 4387.362793
	Iteration 17Q: 3 clusters Score -574306.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -574441.250000 Penalty: 4387.362793
	Iteration 18Q: 3 clusters Score -574441.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -574574.875000 Penalty: 4387.362793
	Iteration 19Q: 3 clusters Score -574574.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -574715.625000 Penalty: 4387.362793
	Iteration 20F: 3 clusters Score -574715.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -574823.000000 Penalty: 4387.362793
	Iteration 21Q: 3 clusters Score -574823 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -574901.312500 Penalty: 4387.362793
	Iteration 22Q: 3 clusters Score -574901.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -574966.000000 Penalty: 4387.362793
	Iteration 23Q: 3 clusters Score -574966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -575014.812500 Penalty: 4387.362793
	Iteration 24Q: 3 clusters Score -575014.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -575043.812500 Penalty: 4387.362793
	Iteration 25Q: 3 clusters Score -575043.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -575066.125000 Penalty: 4387.362793
	Iteration 26Q: 3 clusters Score -575066.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -575077.812500 Penalty: 4387.362793
	Iteration 27Q: 3 clusters Score -575077.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -575090.250000 Penalty: 4387.362793
	Iteration 28Q: 3 clusters Score -575090.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -575100.187500 Penalty: 4387.362793
	Iteration 29Q: 3 clusters Score -575100.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -575108.125000 Penalty: 4387.362793
	Iteration 30Q: 3 clusters Score -575108.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -575112.250000 Penalty: 4387.362793
	Iteration 31Q: 3 clusters Score -575112.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -575115.562500 Penalty: 4387.362793
	Iteration 32Q: 3 clusters Score -575115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -575115.812500 Penalty: 4387.362793
	Iteration 33Q: 3 clusters Score -575115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -575117.437500 Penalty: 4387.362793
	Iteration 34Q: 3 clusters Score -575117.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -575121.562500 Penalty: 4387.362793
	Iteration 35Q: 3 clusters Score -575121.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -575123.500000 Penalty: 4387.362793
	Iteration 36Q: 3 clusters Score -575123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -575123.812500 Penalty: 4387.362793
	Iteration 37Q: 3 clusters Score -575123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -575125.875000 Penalty: 4387.362793
	Iteration 38Q: 3 clusters Score -575125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -575127.687500 Penalty: 4387.362793
	Iteration 39Q: 3 clusters Score -575127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -575129.937500 Penalty: 4387.362793
	Iteration 40F: 3 clusters Score -575129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -575130.812500 Penalty: 4387.362793
	Iteration 41Q: 3 clusters Score -575130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -575132.562500 Penalty: 4387.362793
	Iteration 42Q: 3 clusters Score -575132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -575132.125000 Penalty: 4387.362793
	Iteration 43Q: 3 clusters Score -575132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -575132.812500 Penalty: 4387.362793
	Iteration 44Q: 3 clusters Score -575132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -575132.812500 Penalty: 4387.362793
	Iteration 45F: 3 clusters Score -575132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204401 members 
Entering Unmasked Estep 
Score: -18215088.000000 Penalty: 3032.504150
	Iteration 0F: 2 clusters Score -1.821509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 101614 members 
Entering Unmasked Estep 
Score: -18078000.000000 Penalty: 6065.008301
	Iteration 0F: 3 clusters Score -1.8078e+07 nChanged 98237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -18136870.000000 Penalty: 6065.008301
	Iteration 1F: 3 clusters Score -1.813687e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -18140160.000000 Penalty: 6065.008301
	Iteration 2Q: 3 clusters Score -1.814016e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131446 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -18146154.000000 Penalty: 6065.008301
	Iteration 3F: 3 clusters Score -1.814615e+07 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -18157156.000000 Penalty: 6065.008301
	Iteration 4F: 3 clusters Score -1.815716e+07 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165523 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -18173868.000000 Penalty: 6065.008301
	Iteration 5F: 3 clusters Score -1.817387e+07 nChanged 18138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183615 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -18191972.000000 Penalty: 6065.008301
	Iteration 6F: 3 clusters Score -1.819197e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195914 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -18204670.000000 Penalty: 6065.008301
	Iteration 7F: 3 clusters Score -1.820467e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201590 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -18210010.000000 Penalty: 6065.008301
	Iteration 8Q: 3 clusters Score -1.821001e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203419 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -18211746.000000 Penalty: 6065.008301
	Iteration 9Q: 3 clusters Score -1.821175e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203874 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18212146.000000 Penalty: 6065.008301
	Iteration 10Q: 3 clusters Score -1.821215e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204012 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18212298.000000 Penalty: 6065.008301
	Iteration 11Q: 3 clusters Score -1.82123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204048 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18212380.000000 Penalty: 6065.008301
	Iteration 12Q: 3 clusters Score -1.821238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204066 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18212398.000000 Penalty: 6065.008301
	Iteration 13Q: 3 clusters Score -1.82124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204080 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18212416.000000 Penalty: 6065.008301
	Iteration 14Q: 3 clusters Score -1.821242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204088 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18212424.000000 Penalty: 6065.008301
	Iteration 15Q: 3 clusters Score -1.821242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204092 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18212428.000000 Penalty: 6065.008301
	Iteration 16Q: 3 clusters Score -1.821243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18212430.000000 Penalty: 6065.008301
	Iteration 17Q: 3 clusters Score -1.821243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204101 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18212420.000000 Penalty: 6065.008301
	Iteration 18Q: 3 clusters Score -1.821242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204101 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18212420.000000 Penalty: 6065.008301
	Iteration 19Q: 3 clusters Score -1.821242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204102 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18212432.000000 Penalty: 6065.008301
	Iteration 20F: 3 clusters Score -1.821243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Entering Unmasked Estep 
Score: -2071052.625000 Penalty: 2498.715088
	Iteration 0F: 2 clusters Score -2071053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2054636.250000 Penalty: 4997.430176
	Iteration 0F: 3 clusters Score -2054636 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2060174.000000 Penalty: 4997.430176
	Iteration 1F: 3 clusters Score -2060174 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2060659.250000 Penalty: 4997.430176
	Iteration 2F: 3 clusters Score -2060659 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2061135.375000 Penalty: 4997.430176
	Iteration 3F: 3 clusters Score -2061135 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2061646.625000 Penalty: 4997.430176
	Iteration 4F: 3 clusters Score -2061647 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2062210.000000 Penalty: 4997.430176
	Iteration 5Q: 3 clusters Score -2062210 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2062884.000000 Penalty: 4997.430176
	Iteration 6F: 3 clusters Score -2062884 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2063589.625000 Penalty: 4997.430176
	Iteration 7F: 3 clusters Score -2063590 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2064301.875000 Penalty: 4997.430176
	Iteration 8F: 3 clusters Score -2064302 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2064910.250000 Penalty: 4997.430176
	Iteration 9F: 3 clusters Score -2064910 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2065377.125000 Penalty: 4997.430176
	Iteration 10Q: 3 clusters Score -2065377 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2065708.250000 Penalty: 4997.430176
	Iteration 11Q: 3 clusters Score -2065708 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2065941.875000 Penalty: 4997.430176
	Iteration 12Q: 3 clusters Score -2065942 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2066117.375000 Penalty: 4997.430176
	Iteration 13Q: 3 clusters Score -2066117 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2066311.875000 Penalty: 4997.430176
	Iteration 14Q: 3 clusters Score -2066312 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2066471.875000 Penalty: 4997.430176
	Iteration 15Q: 3 clusters Score -2066472 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2066644.250000 Penalty: 4997.430176
	Iteration 16Q: 3 clusters Score -2066644 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2066844.625000 Penalty: 4997.430176
	Iteration 17Q: 3 clusters Score -2066845 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2067096.500000 Penalty: 4997.430176
	Iteration 18Q: 3 clusters Score -2067096 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2067344.000000 Penalty: 4997.430176
	Iteration 19Q: 3 clusters Score -2067344 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2067620.000000 Penalty: 4997.430176
	Iteration 20F: 3 clusters Score -2067620 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2067916.125000 Penalty: 4997.430176
	Iteration 21Q: 3 clusters Score -2067916 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2068192.750000 Penalty: 4997.430176
	Iteration 22Q: 3 clusters Score -2068193 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2068395.375000 Penalty: 4997.430176
	Iteration 23Q: 3 clusters Score -2068395 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2068538.375000 Penalty: 4997.430176
	Iteration 24Q: 3 clusters Score -2068538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2068655.125000 Penalty: 4997.430176
	Iteration 25Q: 3 clusters Score -2068655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2068721.500000 Penalty: 4997.430176
	Iteration 26Q: 3 clusters Score -2068722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2068769.500000 Penalty: 4997.430176
	Iteration 27Q: 3 clusters Score -2068770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2068806.125000 Penalty: 4997.430176
	Iteration 28Q: 3 clusters Score -2068806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2068841.125000 Penalty: 4997.430176
	Iteration 29Q: 3 clusters Score -2068841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2068854.250000 Penalty: 4997.430176
	Iteration 30Q: 3 clusters Score -2068854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2068864.750000 Penalty: 4997.430176
	Iteration 31Q: 3 clusters Score -2068865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2068871.875000 Penalty: 4997.430176
	Iteration 32Q: 3 clusters Score -2068872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2068873.000000 Penalty: 4997.430176
	Iteration 33Q: 3 clusters Score -2068873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2068880.375000 Penalty: 4997.430176
	Iteration 34Q: 3 clusters Score -2068880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2068883.000000 Penalty: 4997.430176
	Iteration 35Q: 3 clusters Score -2068883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2068881.875000 Penalty: 4997.430176
	Iteration 36Q: 3 clusters Score -2068882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2068887.125000 Penalty: 4997.430176
	Iteration 37Q: 3 clusters Score -2068887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2068888.125000 Penalty: 4997.430176
	Iteration 38Q: 3 clusters Score -2068888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2068888.125000 Penalty: 4997.430176
	Iteration 39F: 3 clusters Score -2068888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Entering Unmasked Estep 
Score: -314693.875000 Penalty: 2043.091675
	Iteration 0F: 2 clusters Score -314693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -310927.093750 Penalty: 4086.183350
	Iteration 0F: 3 clusters Score -310927.1 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -311740.093750 Penalty: 4086.183350
	Iteration 1F: 3 clusters Score -311740.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -311932.875000 Penalty: 4086.183350
	Iteration 2F: 3 clusters Score -311932.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -312064.875000 Penalty: 4086.183350
	Iteration 3F: 3 clusters Score -312064.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -312156.937500 Penalty: 4086.183350
	Iteration 4Q: 3 clusters Score -312156.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -312258.187500 Penalty: 4086.183350
	Iteration 5Q: 3 clusters Score -312258.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -312369.843750 Penalty: 4086.183350
	Iteration 6Q: 3 clusters Score -312369.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -312479.656250 Penalty: 4086.183350
	Iteration 7Q: 3 clusters Score -312479.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -312578.531250 Penalty: 4086.183350
	Iteration 8Q: 3 clusters Score -312578.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -312665.312500 Penalty: 4086.183350
	Iteration 9Q: 3 clusters Score -312665.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -312739.687500 Penalty: 4086.183350
	Iteration 10Q: 3 clusters Score -312739.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -312813.125000 Penalty: 4086.183350
	Iteration 11Q: 3 clusters Score -312813.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -312874.750000 Penalty: 4086.183350
	Iteration 12Q: 3 clusters Score -312874.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -312945.500000 Penalty: 4086.183350
	Iteration 13Q: 3 clusters Score -312945.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -313016.125000 Penalty: 4086.183350
	Iteration 14Q: 3 clusters Score -313016.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -313070.687500 Penalty: 4086.183350
	Iteration 15Q: 3 clusters Score -313070.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -313104.531250 Penalty: 4086.183350
	Iteration 16Q: 3 clusters Score -313104.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -313130.906250 Penalty: 4086.183350
	Iteration 17Q: 3 clusters Score -313130.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -313153.937500 Penalty: 4086.183350
	Iteration 18Q: 3 clusters Score -313153.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -313176.562500 Penalty: 4086.183350
	Iteration 19Q: 3 clusters Score -313176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -313198.625000 Penalty: 4086.183350
	Iteration 20F: 3 clusters Score -313198.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -313226.406250 Penalty: 4086.183350
	Iteration 21Q: 3 clusters Score -313226.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -313249.781250 Penalty: 4086.183350
	Iteration 22Q: 3 clusters Score -313249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -313263.218750 Penalty: 4086.183350
	Iteration 23Q: 3 clusters Score -313263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -313272.718750 Penalty: 4086.183350
	Iteration 24Q: 3 clusters Score -313272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -313279.218750 Penalty: 4086.183350
	Iteration 25Q: 3 clusters Score -313279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -313285.343750 Penalty: 4086.183350
	Iteration 26Q: 3 clusters Score -313285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -313286.656250 Penalty: 4086.183350
	Iteration 27Q: 3 clusters Score -313286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -313291.031250 Penalty: 4086.183350
	Iteration 28Q: 3 clusters Score -313291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -313298.406250 Penalty: 4086.183350
	Iteration 29Q: 3 clusters Score -313298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -313306.625000 Penalty: 4086.183350
	Iteration 30Q: 3 clusters Score -313306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -313311.656250 Penalty: 4086.183350
	Iteration 31Q: 3 clusters Score -313311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -313322.312500 Penalty: 4086.183350
	Iteration 32Q: 3 clusters Score -313322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -313330.687500 Penalty: 4086.183350
	Iteration 33Q: 3 clusters Score -313330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -313336.187500 Penalty: 4086.183350
	Iteration 34Q: 3 clusters Score -313336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -313338.406250 Penalty: 4086.183350
	Iteration 35Q: 3 clusters Score -313338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -313342.343750 Penalty: 4086.183350
	Iteration 36Q: 3 clusters Score -313342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -313343.781250 Penalty: 4086.183350
	Iteration 37Q: 3 clusters Score -313343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -313348.281250 Penalty: 4086.183350
	Iteration 38Q: 3 clusters Score -313348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -313348.687500 Penalty: 4086.183350
	Iteration 39Q: 3 clusters Score -313348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -313348.687500 Penalty: 4086.183350
	Iteration 40F: 3 clusters Score -313348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Entering Unmasked Estep 
Score: -5878358.000000 Penalty: 2749.220703
	Iteration 0F: 2 clusters Score -5878358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5834813.500000 Penalty: 5498.441406
	Iteration 0F: 3 clusters Score -5834814 nChanged 30381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -5851954.000000 Penalty: 5498.441406
	Iteration 1F: 3 clusters Score -5851954 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -5852748.500000 Penalty: 5498.441406
	Iteration 2Q: 3 clusters Score -5852748 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5853603.500000 Penalty: 5498.441406
	Iteration 3Q: 3 clusters Score -5853604 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5854635.000000 Penalty: 5498.441406
	Iteration 4Q: 3 clusters Score -5854635 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5855918.500000 Penalty: 5498.441406
	Iteration 5Q: 3 clusters Score -5855918 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -5857525.000000 Penalty: 5498.441406
	Iteration 6Q: 3 clusters Score -5857525 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5859570.500000 Penalty: 5498.441406
	Iteration 7F: 3 clusters Score -5859570 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -5861897.000000 Penalty: 5498.441406
	Iteration 8F: 3 clusters Score -5861897 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5864228.000000 Penalty: 5498.441406
	Iteration 9F: 3 clusters Score -5864228 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -5865927.000000 Penalty: 5498.441406
	Iteration 10Q: 3 clusters Score -5865927 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5866741.000000 Penalty: 5498.441406
	Iteration 11Q: 3 clusters Score -5866741 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -5867165.000000 Penalty: 5498.441406
	Iteration 12Q: 3 clusters Score -5867165 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -5867424.500000 Penalty: 5498.441406
	Iteration 13Q: 3 clusters Score -5867424 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5867561.500000 Penalty: 5498.441406
	Iteration 14Q: 3 clusters Score -5867562 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -5867680.000000 Penalty: 5498.441406
	Iteration 15Q: 3 clusters Score -5867680 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5867872.000000 Penalty: 5498.441406
	Iteration 16Q: 3 clusters Score -5867872 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -5867968.500000 Penalty: 5498.441406
	Iteration 17Q: 3 clusters Score -5867968 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5868115.500000 Penalty: 5498.441406
	Iteration 18Q: 3 clusters Score -5868116 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5868305.000000 Penalty: 5498.441406
	Iteration 19Q: 3 clusters Score -5868305 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5868519.500000 Penalty: 5498.441406
	Iteration 20F: 3 clusters Score -5868520 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -5868752.500000 Penalty: 5498.441406
	Iteration 21Q: 3 clusters Score -5868752 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5868963.500000 Penalty: 5498.441406
	Iteration 22Q: 3 clusters Score -5868964 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5869142.500000 Penalty: 5498.441406
	Iteration 23Q: 3 clusters Score -5869142 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5869286.500000 Penalty: 5498.441406
	Iteration 24Q: 3 clusters Score -5869286 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5869524.500000 Penalty: 5498.441406
	Iteration 25Q: 3 clusters Score -5869524 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5869747.500000 Penalty: 5498.441406
	Iteration 26Q: 3 clusters Score -5869748 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5869982.000000 Penalty: 5498.441406
	Iteration 27Q: 3 clusters Score -5869982 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -5870244.000000 Penalty: 5498.441406
	Iteration 28Q: 3 clusters Score -5870244 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5870462.500000 Penalty: 5498.441406
	Iteration 29Q: 3 clusters Score -5870462 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -5870778.500000 Penalty: 5498.441406
	Iteration 30Q: 3 clusters Score -5870778 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -5871058.000000 Penalty: 5498.441406
	Iteration 31Q: 3 clusters Score -5871058 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5871430.500000 Penalty: 5498.441406
	Iteration 32Q: 3 clusters Score -5871430 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5871811.000000 Penalty: 5498.441406
	Iteration 33Q: 3 clusters Score -5871811 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5872157.000000 Penalty: 5498.441406
	Iteration 34Q: 3 clusters Score -5872157 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5872619.000000 Penalty: 5498.441406
	Iteration 35Q: 3 clusters Score -5872619 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5873164.500000 Penalty: 5498.441406
	Iteration 36Q: 3 clusters Score -5873164 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5873768.000000 Penalty: 5498.441406
	Iteration 37Q: 3 clusters Score -5873768 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5874360.000000 Penalty: 5498.441406
	Iteration 38Q: 3 clusters Score -5874360 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5874866.000000 Penalty: 5498.441406
	Iteration 39Q: 3 clusters Score -5874866 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5875488.500000 Penalty: 5498.441406
	Iteration 40F: 3 clusters Score -5875488 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5876218.500000 Penalty: 5498.441406
	Iteration 41Q: 3 clusters Score -5876218 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -5876594.000000 Penalty: 5498.441406
	Iteration 42Q: 3 clusters Score -5876594 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -5876776.000000 Penalty: 5498.441406
	Iteration 43Q: 3 clusters Score -5876776 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5876846.500000 Penalty: 5498.441406
	Iteration 44Q: 3 clusters Score -5876846 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5876934.000000 Penalty: 5498.441406
	Iteration 45Q: 3 clusters Score -5876934 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -5876953.500000 Penalty: 5498.441406
	Iteration 46Q: 3 clusters Score -5876954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5876963.000000 Penalty: 5498.441406
	Iteration 47Q: 3 clusters Score -5876963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5876958.000000 Penalty: 5498.441406
	Iteration 48Q: 3 clusters Score -5876958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5876953.500000 Penalty: 5498.441406
	Iteration 49Q: 3 clusters Score -5876954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -5876963.500000 Penalty: 5498.441406
	Iteration 50Q: 3 clusters Score -5876964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -5876961.000000 Penalty: 5498.441406
	Iteration 51Q: 3 clusters Score -5876961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -5876955.000000 Penalty: 5498.441406
	Iteration 52Q: 3 clusters Score -5876955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5876957.500000 Penalty: 5498.441406
	Iteration 53Q: 3 clusters Score -5876958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5876947.000000 Penalty: 5498.441406
	Iteration 54Q: 3 clusters Score -5876947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -5876949.000000 Penalty: 5498.441406
	Iteration 55Q: 3 clusters Score -5876949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -5876961.500000 Penalty: 5498.441406
	Iteration 56Q: 3 clusters Score -5876962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5876960.500000 Penalty: 5498.441406
	Iteration 57Q: 3 clusters Score -5876960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -5876966.000000 Penalty: 5498.441406
	Iteration 58Q: 3 clusters Score -5876966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -5876956.000000 Penalty: 5498.441406
	Iteration 59Q: 3 clusters Score -5876956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5876960.000000 Penalty: 5498.441406
	Iteration 60F: 3 clusters Score -5876960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5876949.500000 Penalty: 5498.441406
	Iteration 61Q: 3 clusters Score -5876950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -5876950.500000 Penalty: 5498.441406
	Iteration 62Q: 3 clusters Score -5876950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -5876947.000000 Penalty: 5498.441406
	Iteration 63Q: 3 clusters Score -5876947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -5876948.000000 Penalty: 5498.441406
	Iteration 64Q: 3 clusters Score -5876948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5876954.500000 Penalty: 5498.441406
	Iteration 65Q: 3 clusters Score -5876954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -5876955.500000 Penalty: 5498.441406
	Iteration 66Q: 3 clusters Score -5876956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5876954.500000 Penalty: 5498.441406
	Iteration 67Q: 3 clusters Score -5876954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -5876956.000000 Penalty: 5498.441406
	Iteration 68Q: 3 clusters Score -5876956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -5876956.000000 Penalty: 5498.441406
	Iteration 69F: 3 clusters Score -5876956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Entering Unmasked Estep 
Score: -1875783.875000 Penalty: 2469.859619
	Iteration 0F: 2 clusters Score -1875784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1861039.000000 Penalty: 4939.719238
	Iteration 0F: 3 clusters Score -1861039 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1865773.875000 Penalty: 4939.719238
	Iteration 1F: 3 clusters Score -1865774 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1866167.000000 Penalty: 4939.719238
	Iteration 2F: 3 clusters Score -1866167 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1866468.875000 Penalty: 4939.719238
	Iteration 3Q: 3 clusters Score -1866469 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1866673.000000 Penalty: 4939.719238
	Iteration 4Q: 3 clusters Score -1866673 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1866855.375000 Penalty: 4939.719238
	Iteration 5Q: 3 clusters Score -1866855 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1867005.000000 Penalty: 4939.719238
	Iteration 6Q: 3 clusters Score -1867005 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1867148.875000 Penalty: 4939.719238
	Iteration 7Q: 3 clusters Score -1867149 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1867294.875000 Penalty: 4939.719238
	Iteration 8Q: 3 clusters Score -1867295 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1867459.000000 Penalty: 4939.719238
	Iteration 9Q: 3 clusters Score -1867459 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1867633.000000 Penalty: 4939.719238
	Iteration 10Q: 3 clusters Score -1867633 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1867837.875000 Penalty: 4939.719238
	Iteration 11Q: 3 clusters Score -1867838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1868057.750000 Penalty: 4939.719238
	Iteration 12Q: 3 clusters Score -1868058 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1868321.875000 Penalty: 4939.719238
	Iteration 13Q: 3 clusters Score -1868322 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1868655.000000 Penalty: 4939.719238
	Iteration 14Q: 3 clusters Score -1868655 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1869103.750000 Penalty: 4939.719238
	Iteration 15Q: 3 clusters Score -1869104 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1869680.750000 Penalty: 4939.719238
	Iteration 16Q: 3 clusters Score -1869681 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1870215.500000 Penalty: 4939.719238
	Iteration 17Q: 3 clusters Score -1870216 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1870600.625000 Penalty: 4939.719238
	Iteration 18Q: 3 clusters Score -1870601 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1870846.375000 Penalty: 4939.719238
	Iteration 19Q: 3 clusters Score -1870846 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1870957.750000 Penalty: 4939.719238
	Iteration 20F: 3 clusters Score -1870958 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1871022.250000 Penalty: 4939.719238
	Iteration 21Q: 3 clusters Score -1871022 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1871060.125000 Penalty: 4939.719238
	Iteration 22Q: 3 clusters Score -1871060 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1871094.125000 Penalty: 4939.719238
	Iteration 23Q: 3 clusters Score -1871094 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1871123.500000 Penalty: 4939.719238
	Iteration 24Q: 3 clusters Score -1871124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1871140.625000 Penalty: 4939.719238
	Iteration 25Q: 3 clusters Score -1871141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1871168.250000 Penalty: 4939.719238
	Iteration 26Q: 3 clusters Score -1871168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1871175.125000 Penalty: 4939.719238
	Iteration 27Q: 3 clusters Score -1871175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1871201.375000 Penalty: 4939.719238
	Iteration 28Q: 3 clusters Score -1871201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1871214.375000 Penalty: 4939.719238
	Iteration 29Q: 3 clusters Score -1871214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1871232.000000 Penalty: 4939.719238
	Iteration 30Q: 3 clusters Score -1871232 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1871254.000000 Penalty: 4939.719238
	Iteration 31Q: 3 clusters Score -1871254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1871284.750000 Penalty: 4939.719238
	Iteration 32Q: 3 clusters Score -1871285 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1871319.875000 Penalty: 4939.719238
	Iteration 33Q: 3 clusters Score -1871320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1871355 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1871378.000000 Penalty: 4939.719238
	Iteration 35Q: 3 clusters Score -1871378 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1871404.625000 Penalty: 4939.719238
	Iteration 36Q: 3 clusters Score -1871405 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1871448.125000 Penalty: 4939.719238
	Iteration 37Q: 3 clusters Score -1871448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1871479.750000 Penalty: 4939.719238
	Iteration 38Q: 3 clusters Score -1871480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1871528.750000 Penalty: 4939.719238
	Iteration 39Q: 3 clusters Score -1871529 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1871584.250000 Penalty: 4939.719238
	Iteration 40F: 3 clusters Score -1871584 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1871651.000000 Penalty: 4939.719238
	Iteration 41Q: 3 clusters Score -1871651 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1871696.000000 Penalty: 4939.719238
	Iteration 42Q: 3 clusters Score -1871696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1871730.500000 Penalty: 4939.719238
	Iteration 43Q: 3 clusters Score -1871730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1871764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1871796.625000 Penalty: 4939.719238
	Iteration 45Q: 3 clusters Score -1871797 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1871836.125000 Penalty: 4939.719238
	Iteration 46Q: 3 clusters Score -1871836 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1871869.375000 Penalty: 4939.719238
	Iteration 47Q: 3 clusters Score -1871869 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1871889.250000 Penalty: 4939.719238
	Iteration 48Q: 3 clusters Score -1871889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1871921.375000 Penalty: 4939.719238
	Iteration 49Q: 3 clusters Score -1871921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1871966.500000 Penalty: 4939.719238
	Iteration 50Q: 3 clusters Score -1871966 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1871997.875000 Penalty: 4939.719238
	Iteration 51Q: 3 clusters Score -1871998 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1872030.125000 Penalty: 4939.719238
	Iteration 52Q: 3 clusters Score -1872030 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1872068.500000 Penalty: 4939.719238
	Iteration 53Q: 3 clusters Score -1872068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1872117.125000 Penalty: 4939.719238
	Iteration 54Q: 3 clusters Score -1872117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1872164.625000 Penalty: 4939.719238
	Iteration 55Q: 3 clusters Score -1872165 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1872199.250000 Penalty: 4939.719238
	Iteration 56Q: 3 clusters Score -1872199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1872231.250000 Penalty: 4939.719238
	Iteration 57Q: 3 clusters Score -1872231 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1872262.750000 Penalty: 4939.719238
	Iteration 58Q: 3 clusters Score -1872263 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1872289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1872310.250000 Penalty: 4939.719238
	Iteration 60F: 3 clusters Score -1872310 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1872330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1872361.875000 Penalty: 4939.719238
	Iteration 62Q: 3 clusters Score -1872362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1872389 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1872410.875000 Penalty: 4939.719238
	Iteration 64Q: 3 clusters Score -1872411 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1872441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1872478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1872512.000000 Penalty: 4939.719238
	Iteration 67Q: 3 clusters Score -1872512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1872545 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1872574 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1872603.500000 Penalty: 4939.719238
	Iteration 70Q: 3 clusters Score -1872604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1872643.500000 Penalty: 4939.719238
	Iteration 71Q: 3 clusters Score -1872644 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1872669.375000 Penalty: 4939.719238
	Iteration 72Q: 3 clusters Score -1872669 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1872700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1872754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1872806.000000 Penalty: 4939.719238
	Iteration 75Q: 3 clusters Score -1872806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1872860.250000 Penalty: 4939.719238
	Iteration 76Q: 3 clusters Score -1872860 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1872914.625000 Penalty: 4939.719238
	Iteration 77Q: 3 clusters Score -1872915 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1872958.250000 Penalty: 4939.719238
	Iteration 78Q: 3 clusters Score -1872958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1873001.750000 Penalty: 4939.719238
	Iteration 79Q: 3 clusters Score -1873002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1873040.375000 Penalty: 4939.719238
	Iteration 80F: 3 clusters Score -1873040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1873083 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1873116.125000 Penalty: 4939.719238
	Iteration 82Q: 3 clusters Score -1873116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1873149.000000 Penalty: 4939.719238
	Iteration 83Q: 3 clusters Score -1873149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1873186.125000 Penalty: 4939.719238
	Iteration 84Q: 3 clusters Score -1873186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1873220.000000 Penalty: 4939.719238
	Iteration 85Q: 3 clusters Score -1873220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1873258.750000 Penalty: 4939.719238
	Iteration 86Q: 3 clusters Score -1873259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1873297.125000 Penalty: 4939.719238
	Iteration 87Q: 3 clusters Score -1873297 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1873322.625000 Penalty: 4939.719238
	Iteration 88Q: 3 clusters Score -1873323 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1873361.250000 Penalty: 4939.719238
	Iteration 89Q: 3 clusters Score -1873361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1873387.500000 Penalty: 4939.719238
	Iteration 90Q: 3 clusters Score -1873388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1873410.500000 Penalty: 4939.719238
	Iteration 91Q: 3 clusters Score -1873410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1873427.000000 Penalty: 4939.719238
	Iteration 92Q: 3 clusters Score -1873427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1873443.750000 Penalty: 4939.719238
	Iteration 93Q: 3 clusters Score -1873444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1873455.625000 Penalty: 4939.719238
	Iteration 94Q: 3 clusters Score -1873456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1873471.000000 Penalty: 4939.719238
	Iteration 95Q: 3 clusters Score -1873471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1873480.625000 Penalty: 4939.719238
	Iteration 96Q: 3 clusters Score -1873481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1873493.875000 Penalty: 4939.719238
	Iteration 97Q: 3 clusters Score -1873494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1873503.500000 Penalty: 4939.719238
	Iteration 98Q: 3 clusters Score -1873504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1873516.625000 Penalty: 4939.719238
	Iteration 99Q: 3 clusters Score -1873517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1873526.250000 Penalty: 4939.719238
	Iteration 100F: 3 clusters Score -1873526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1873527.750000 Penalty: 4939.719238
	Iteration 101Q: 3 clusters Score -1873528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1873532.875000 Penalty: 4939.719238
	Iteration 102Q: 3 clusters Score -1873533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1873538.250000 Penalty: 4939.719238
	Iteration 103Q: 3 clusters Score -1873538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1873547.875000 Penalty: 4939.719238
	Iteration 104Q: 3 clusters Score -1873548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1873554.000000 Penalty: 4939.719238
	Iteration 105Q: 3 clusters Score -1873554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1873561.625000 Penalty: 4939.719238
	Iteration 106Q: 3 clusters Score -1873562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1873567.500000 Penalty: 4939.719238
	Iteration 107Q: 3 clusters Score -1873568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1873581.000000 Penalty: 4939.719238
	Iteration 108Q: 3 clusters Score -1873581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1873589.125000 Penalty: 4939.719238
	Iteration 109Q: 3 clusters Score -1873589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1873600.125000 Penalty: 4939.719238
	Iteration 110Q: 3 clusters Score -1873600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1873611.250000 Penalty: 4939.719238
	Iteration 111Q: 3 clusters Score -1873611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1873620.750000 Penalty: 4939.719238
	Iteration 112Q: 3 clusters Score -1873621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1873625.250000 Penalty: 4939.719238
	Iteration 113Q: 3 clusters Score -1873625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -1873630.250000 Penalty: 4939.719238
	Iteration 114Q: 3 clusters Score -1873630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1873635.375000 Penalty: 4939.719238
	Iteration 115Q: 3 clusters Score -1873635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1873642.750000 Penalty: 4939.719238
	Iteration 116Q: 3 clusters Score -1873643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1873650.250000 Penalty: 4939.719238
	Iteration 117Q: 3 clusters Score -1873650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1873656.625000 Penalty: 4939.719238
	Iteration 118Q: 3 clusters Score -1873657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1873661.375000 Penalty: 4939.719238
	Iteration 119Q: 3 clusters Score -1873661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1873667.125000 Penalty: 4939.719238
	Iteration 120F: 3 clusters Score -1873667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1873675.000000 Penalty: 4939.719238
	Iteration 121Q: 3 clusters Score -1873675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1873683.125000 Penalty: 4939.719238
	Iteration 122Q: 3 clusters Score -1873683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1873694.500000 Penalty: 4939.719238
	Iteration 123Q: 3 clusters Score -1873694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1873704.375000 Penalty: 4939.719238
	Iteration 124Q: 3 clusters Score -1873704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1873704.125000 Penalty: 4939.719238
	Iteration 125Q: 3 clusters Score -1873704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1873704.000000 Penalty: 4939.719238
	Iteration 126Q: 3 clusters Score -1873704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1873706.625000 Penalty: 4939.719238
	Iteration 127Q: 3 clusters Score -1873707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1873708.750000 Penalty: 4939.719238
	Iteration 128Q: 3 clusters Score -1873709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -1873709.375000 Penalty: 4939.719238
	Iteration 129Q: 3 clusters Score -1873709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1873709.625000 Penalty: 4939.719238
	Iteration 130Q: 3 clusters Score -1873710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -1873711.750000 Penalty: 4939.719238
	Iteration 131Q: 3 clusters Score -1873712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -1873710.875000 Penalty: 4939.719238
	Iteration 132Q: 3 clusters Score -1873711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1873714.000000 Penalty: 4939.719238
	Iteration 133Q: 3 clusters Score -1873714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1873712.875000 Penalty: 4939.719238
	Iteration 134Q: 3 clusters Score -1873713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1873712.500000 Penalty: 4939.719238
	Iteration 135Q: 3 clusters Score -1873712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1873711.625000 Penalty: 4939.719238
	Iteration 136Q: 3 clusters Score -1873712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1873715.250000 Penalty: 4939.719238
	Iteration 137Q: 3 clusters Score -1873715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1873714.125000 Penalty: 4939.719238
	Iteration 138Q: 3 clusters Score -1873714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1873714.125000 Penalty: 4939.719238
	Iteration 139F: 3 clusters Score -1873714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Entering Unmasked Estep 
Score: -2167444.000000 Penalty: 2501.363281
	Iteration 0F: 2 clusters Score -2167444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2150832.250000 Penalty: 5002.726562
	Iteration 0F: 3 clusters Score -2150832 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2156374.250000 Penalty: 5002.726562
	Iteration 1F: 3 clusters Score -2156374 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2156772.500000 Penalty: 5002.726562
	Iteration 2Q: 3 clusters Score -2156772 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2157054.500000 Penalty: 5002.726562
	Iteration 3Q: 3 clusters Score -2157054 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2157295.500000 Penalty: 5002.726562
	Iteration 4Q: 3 clusters Score -2157296 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2157488.750000 Penalty: 5002.726562
	Iteration 5Q: 3 clusters Score -2157489 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2157678.250000 Penalty: 5002.726562
	Iteration 6Q: 3 clusters Score -2157678 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2157857.250000 Penalty: 5002.726562
	Iteration 7Q: 3 clusters Score -2157857 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2158049.250000 Penalty: 5002.726562
	Iteration 8Q: 3 clusters Score -2158049 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2158252.750000 Penalty: 5002.726562
	Iteration 9Q: 3 clusters Score -2158253 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2158469.750000 Penalty: 5002.726562
	Iteration 10Q: 3 clusters Score -2158470 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2158718.500000 Penalty: 5002.726562
	Iteration 11Q: 3 clusters Score -2158718 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2159016.750000 Penalty: 5002.726562
	Iteration 12Q: 3 clusters Score -2159017 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2159319.750000 Penalty: 5002.726562
	Iteration 13Q: 3 clusters Score -2159320 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2159632.000000 Penalty: 5002.726562
	Iteration 14Q: 3 clusters Score -2159632 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2159974.750000 Penalty: 5002.726562
	Iteration 15Q: 3 clusters Score -2159975 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2160392.750000 Penalty: 5002.726562
	Iteration 16Q: 3 clusters Score -2160393 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2160915.000000 Penalty: 5002.726562
	Iteration 17Q: 3 clusters Score -2160915 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2161547.750000 Penalty: 5002.726562
	Iteration 18Q: 3 clusters Score -2161548 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2162246.250000 Penalty: 5002.726562
	Iteration 19Q: 3 clusters Score -2162246 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2162962.750000 Penalty: 5002.726562
	Iteration 20F: 3 clusters Score -2162963 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2163672.750000 Penalty: 5002.726562
	Iteration 21Q: 3 clusters Score -2163673 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2164198.000000 Penalty: 5002.726562
	Iteration 22Q: 3 clusters Score -2164198 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2164598.250000 Penalty: 5002.726562
	Iteration 23Q: 3 clusters Score -2164598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2164856.750000 Penalty: 5002.726562
	Iteration 24Q: 3 clusters Score -2164857 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2165018.750000 Penalty: 5002.726562
	Iteration 25Q: 3 clusters Score -2165019 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2165132.000000 Penalty: 5002.726562
	Iteration 26Q: 3 clusters Score -2165132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2165183.000000 Penalty: 5002.726562
	Iteration 27Q: 3 clusters Score -2165183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2165219.000000 Penalty: 5002.726562
	Iteration 28Q: 3 clusters Score -2165219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2165242.000000 Penalty: 5002.726562
	Iteration 29Q: 3 clusters Score -2165242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2165264.000000 Penalty: 5002.726562
	Iteration 30Q: 3 clusters Score -2165264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2165279.250000 Penalty: 5002.726562
	Iteration 31Q: 3 clusters Score -2165279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2165291.500000 Penalty: 5002.726562
	Iteration 32Q: 3 clusters Score -2165292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2165295.250000 Penalty: 5002.726562
	Iteration 33Q: 3 clusters Score -2165295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2165295.000000 Penalty: 5002.726562
	Iteration 34Q: 3 clusters Score -2165295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2165302.500000 Penalty: 5002.726562
	Iteration 35Q: 3 clusters Score -2165302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2165306.250000 Penalty: 5002.726562
	Iteration 36Q: 3 clusters Score -2165306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2165307.500000 Penalty: 5002.726562
	Iteration 37Q: 3 clusters Score -2165308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2165310.250000 Penalty: 5002.726562
	Iteration 38Q: 3 clusters Score -2165310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2165314.000000 Penalty: 5002.726562
	Iteration 39Q: 3 clusters Score -2165314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2165315.500000 Penalty: 5002.726562
	Iteration 40F: 3 clusters Score -2165316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2165323.000000 Penalty: 5002.726562
	Iteration 41Q: 3 clusters Score -2165323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2165325.750000 Penalty: 5002.726562
	Iteration 42Q: 3 clusters Score -2165326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2165326.250000 Penalty: 5002.726562
	Iteration 43Q: 3 clusters Score -2165326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2165327.500000 Penalty: 5002.726562
	Iteration 44Q: 3 clusters Score -2165328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2165332.250000 Penalty: 5002.726562
	Iteration 45Q: 3 clusters Score -2165332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2165334.250000 Penalty: 5002.726562
	Iteration 46Q: 3 clusters Score -2165334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2165335.750000 Penalty: 5002.726562
	Iteration 47Q: 3 clusters Score -2165336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2165339.500000 Penalty: 5002.726562
	Iteration 48Q: 3 clusters Score -2165340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2165342.750000 Penalty: 5002.726562
	Iteration 49Q: 3 clusters Score -2165343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2165347.750000 Penalty: 5002.726562
	Iteration 50Q: 3 clusters Score -2165348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2165348.000000 Penalty: 5002.726562
	Iteration 51Q: 3 clusters Score -2165348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2165353.500000 Penalty: 5002.726562
	Iteration 52Q: 3 clusters Score -2165354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2165357.500000 Penalty: 5002.726562
	Iteration 53Q: 3 clusters Score -2165358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2165358.750000 Penalty: 5002.726562
	Iteration 54Q: 3 clusters Score -2165359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2165360.250000 Penalty: 5002.726562
	Iteration 55Q: 3 clusters Score -2165360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2165365.500000 Penalty: 5002.726562
	Iteration 56Q: 3 clusters Score -2165366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2165373.000000 Penalty: 5002.726562
	Iteration 57Q: 3 clusters Score -2165373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2165376.000000 Penalty: 5002.726562
	Iteration 58Q: 3 clusters Score -2165376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2165382.250000 Penalty: 5002.726562
	Iteration 59Q: 3 clusters Score -2165382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2165384.750000 Penalty: 5002.726562
	Iteration 60F: 3 clusters Score -2165385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2165388.000000 Penalty: 5002.726562
	Iteration 61Q: 3 clusters Score -2165388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2165388.000000 Penalty: 5002.726562
	Iteration 62F: 3 clusters Score -2165388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -167627.218750 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -167627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -164955.453125 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -164955.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -165479.218750 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -165479.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165649.750000 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -165649.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -165739.187500 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -165739.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165795.109375 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -165795.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165822.968750 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -165823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165843.015625 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -165843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165862.640625 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -165862.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -165882.656250 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -165882.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165899.828125 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -165899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165917.625000 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -165917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -165929.125000 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -165929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165938.750000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -165938.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -165955.562500 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -165955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -165966.531250 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -165966.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -165977.859375 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -165977.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -165990.875000 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -165990.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166007.203125 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -166007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -166020.937500 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -166020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -166028.703125 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -166028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -166038.765625 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -166038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -166058.187500 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -166058.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -166076.687500 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -166076.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -166091.812500 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -166091.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -166107.703125 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -166107.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -166121.875000 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -166121.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -166132.265625 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -166132.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -166146.890625 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -166146.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -166159.640625 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -166159.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -166166.343750 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -166166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -166171.734375 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -166171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166175.312500 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -166175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166182.328125 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -166182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166191.312500 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -166191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166196.406250 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -166196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166202.500000 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -166202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166213.421875 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -166213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166219.281250 Penalty: 3784.227051
	Iteration 37Q: 3 clusters Score -166219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166223.937500 Penalty: 3784.227051
	Iteration 38Q: 3 clusters Score -166223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166231.437500 Penalty: 3784.227051
	Iteration 39Q: 3 clusters Score -166231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166239.671875 Penalty: 3784.227051
	Iteration 40F: 3 clusters Score -166239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166247.203125 Penalty: 3784.227051
	Iteration 41Q: 3 clusters Score -166247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166252.312500 Penalty: 3784.227051
	Iteration 42Q: 3 clusters Score -166252.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166258.437500 Penalty: 3784.227051
	Iteration 43Q: 3 clusters Score -166258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -166265.937500 Penalty: 3784.227051
	Iteration 44Q: 3 clusters Score -166265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -166273.078125 Penalty: 3784.227051
	Iteration 45Q: 3 clusters Score -166273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -166284.484375 Penalty: 3784.227051
	Iteration 46Q: 3 clusters Score -166284.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166292.343750 Penalty: 3784.227051
	Iteration 47Q: 3 clusters Score -166292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166304.953125 Penalty: 3784.227051
	Iteration 48Q: 3 clusters Score -166305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166319.171875 Penalty: 3784.227051
	Iteration 49Q: 3 clusters Score -166319.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166333.828125 Penalty: 3784.227051
	Iteration 50Q: 3 clusters Score -166333.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -166354.937500 Penalty: 3784.227051
	Iteration 51Q: 3 clusters Score -166354.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166378.390625 Penalty: 3784.227051
	Iteration 52Q: 3 clusters Score -166378.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -166403.812500 Penalty: 3784.227051
	Iteration 53Q: 3 clusters Score -166403.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166436.203125 Penalty: 3784.227051
	Iteration 54Q: 3 clusters Score -166436.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166482.812500 Penalty: 3784.227051
	Iteration 55Q: 3 clusters Score -166482.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -166530.171875 Penalty: 3784.227051
	Iteration 56Q: 3 clusters Score -166530.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -166571.640625 Penalty: 3784.227051
	Iteration 57Q: 3 clusters Score -166571.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166599.937500 Penalty: 3784.227051
	Iteration 58Q: 3 clusters Score -166599.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166624.906250 Penalty: 3784.227051
	Iteration 59Q: 3 clusters Score -166624.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -166637.125000 Penalty: 3784.227051
	Iteration 60F: 3 clusters Score -166637.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166651.031250 Penalty: 3784.227051
	Iteration 61Q: 3 clusters Score -166651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -166667.281250 Penalty: 3784.227051
	Iteration 62Q: 3 clusters Score -166667.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -166691.843750 Penalty: 3784.227051
	Iteration 63Q: 3 clusters Score -166691.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -166714.875000 Penalty: 3784.227051
	Iteration 64Q: 3 clusters Score -166714.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -166730.703125 Penalty: 3784.227051
	Iteration 65Q: 3 clusters Score -166730.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -166755.468750 Penalty: 3784.227051
	Iteration 66Q: 3 clusters Score -166755.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -166776.984375 Penalty: 3784.227051
	Iteration 67Q: 3 clusters Score -166777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -166791.593750 Penalty: 3784.227051
	Iteration 68Q: 3 clusters Score -166791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -166803.968750 Penalty: 3784.227051
	Iteration 69Q: 3 clusters Score -166804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -166811.656250 Penalty: 3784.227051
	Iteration 70Q: 3 clusters Score -166811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -166818.765625 Penalty: 3784.227051
	Iteration 71Q: 3 clusters Score -166818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -166826.531250 Penalty: 3784.227051
	Iteration 72Q: 3 clusters Score -166826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -166836.609375 Penalty: 3784.227051
	Iteration 73Q: 3 clusters Score -166836.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166844.593750 Penalty: 3784.227051
	Iteration 74Q: 3 clusters Score -166844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -166855.593750 Penalty: 3784.227051
	Iteration 75Q: 3 clusters Score -166855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -166866.843750 Penalty: 3784.227051
	Iteration 76Q: 3 clusters Score -166866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -166876.609375 Penalty: 3784.227051
	Iteration 77Q: 3 clusters Score -166876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166883.453125 Penalty: 3784.227051
	Iteration 78Q: 3 clusters Score -166883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -166887.687500 Penalty: 3784.227051
	Iteration 79Q: 3 clusters Score -166887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -166892.953125 Penalty: 3784.227051
	Iteration 80F: 3 clusters Score -166893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -166897.937500 Penalty: 3784.227051
	Iteration 81Q: 3 clusters Score -166897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -166898.593750 Penalty: 3784.227051
	Iteration 82Q: 3 clusters Score -166898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -166898.593750 Penalty: 3784.227051
	Iteration 83F: 3 clusters Score -166898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Entering Unmasked Estep 
Score: -6070043.000000 Penalty: 2757.940186
	Iteration 0F: 2 clusters Score -6070043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6024750.500000 Penalty: 5515.880371
	Iteration 0F: 3 clusters Score -6024750 nChanged 31717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -6042751.500000 Penalty: 5515.880371
	Iteration 1F: 3 clusters Score -6042752 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6043664.500000 Penalty: 5515.880371
	Iteration 2Q: 3 clusters Score -6043664 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6044999.000000 Penalty: 5515.880371
	Iteration 3Q: 3 clusters Score -6044999 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -6047090.500000 Penalty: 5515.880371
	Iteration 4F: 3 clusters Score -6047090 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -6049095.000000 Penalty: 5515.880371
	Iteration 5F: 3 clusters Score -6049095 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -6051059.000000 Penalty: 5515.880371
	Iteration 6F: 3 clusters Score -6051059 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -6052674.500000 Penalty: 5515.880371
	Iteration 7F: 3 clusters Score -6052674 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -6054065.000000 Penalty: 5515.880371
	Iteration 8Q: 3 clusters Score -6054065 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -6055377.000000 Penalty: 5515.880371
	Iteration 9Q: 3 clusters Score -6055377 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6056696.000000 Penalty: 5515.880371
	Iteration 10Q: 3 clusters Score -6056696 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -6057980.000000 Penalty: 5515.880371
	Iteration 11Q: 3 clusters Score -6057980 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -6058965.000000 Penalty: 5515.880371
	Iteration 12Q: 3 clusters Score -6058965 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6059543.000000 Penalty: 5515.880371
	Iteration 13Q: 3 clusters Score -6059543 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -6059867.500000 Penalty: 5515.880371
	Iteration 14Q: 3 clusters Score -6059868 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -6060059.000000 Penalty: 5515.880371
	Iteration 15Q: 3 clusters Score -6060059 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6060216.000000 Penalty: 5515.880371
	Iteration 16Q: 3 clusters Score -6060216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6060290.000000 Penalty: 5515.880371
	Iteration 17Q: 3 clusters Score -6060290 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -6060383.500000 Penalty: 5515.880371
	Iteration 18Q: 3 clusters Score -6060384 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6060491.000000 Penalty: 5515.880371
	Iteration 19Q: 3 clusters Score -6060491 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -6060626.000000 Penalty: 5515.880371
	Iteration 20F: 3 clusters Score -6060626 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -6060766.000000 Penalty: 5515.880371
	Iteration 21Q: 3 clusters Score -6060766 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -6060935.500000 Penalty: 5515.880371
	Iteration 22Q: 3 clusters Score -6060936 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -6061111.000000 Penalty: 5515.880371
	Iteration 23Q: 3 clusters Score -6061111 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6061281.500000 Penalty: 5515.880371
	Iteration 24Q: 3 clusters Score -6061282 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -6061481.500000 Penalty: 5515.880371
	Iteration 25Q: 3 clusters Score -6061482 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -6061689.000000 Penalty: 5515.880371
	Iteration 26Q: 3 clusters Score -6061689 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6061918.500000 Penalty: 5515.880371
	Iteration 27Q: 3 clusters Score -6061918 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6062211.000000 Penalty: 5515.880371
	Iteration 28Q: 3 clusters Score -6062211 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -6062560.500000 Penalty: 5515.880371
	Iteration 29Q: 3 clusters Score -6062560 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -6062918.000000 Penalty: 5515.880371
	Iteration 30Q: 3 clusters Score -6062918 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -6063400.500000 Penalty: 5515.880371
	Iteration 31Q: 3 clusters Score -6063400 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -6063897.500000 Penalty: 5515.880371
	Iteration 32Q: 3 clusters Score -6063898 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -6064434.000000 Penalty: 5515.880371
	Iteration 33Q: 3 clusters Score -6064434 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -6064945.500000 Penalty: 5515.880371
	Iteration 34Q: 3 clusters Score -6064946 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -6065572.000000 Penalty: 5515.880371
	Iteration 35Q: 3 clusters Score -6065572 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -6066233.500000 Penalty: 5515.880371
	Iteration 36Q: 3 clusters Score -6066234 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -6066790.500000 Penalty: 5515.880371
	Iteration 37Q: 3 clusters Score -6066790 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -6067281.000000 Penalty: 5515.880371
	Iteration 38Q: 3 clusters Score -6067281 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -6067723.000000 Penalty: 5515.880371
	Iteration 39Q: 3 clusters Score -6067723 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -6068078.000000 Penalty: 5515.880371
	Iteration 40F: 3 clusters Score -6068078 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -6068378.000000 Penalty: 5515.880371
	Iteration 41Q: 3 clusters Score -6068378 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -6068602.000000 Penalty: 5515.880371
	Iteration 42Q: 3 clusters Score -6068602 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -6068783.000000 Penalty: 5515.880371
	Iteration 43Q: 3 clusters Score -6068783 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -6068866.000000 Penalty: 5515.880371
	Iteration 44Q: 3 clusters Score -6068866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -6068925.500000 Penalty: 5515.880371
	Iteration 45Q: 3 clusters Score -6068926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -6069001.000000 Penalty: 5515.880371
	Iteration 46Q: 3 clusters Score -6069001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -6069028.000000 Penalty: 5515.880371
	Iteration 47Q: 3 clusters Score -6069028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -6069058.500000 Penalty: 5515.880371
	Iteration 48Q: 3 clusters Score -6069058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -6069069.000000 Penalty: 5515.880371
	Iteration 49Q: 3 clusters Score -6069069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -6069072.500000 Penalty: 5515.880371
	Iteration 50Q: 3 clusters Score -6069072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -6069075.500000 Penalty: 5515.880371
	Iteration 51Q: 3 clusters Score -6069076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -6069088.000000 Penalty: 5515.880371
	Iteration 52Q: 3 clusters Score -6069088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -6069104.500000 Penalty: 5515.880371
	Iteration 53Q: 3 clusters Score -6069104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -6069100.500000 Penalty: 5515.880371
	Iteration 54Q: 3 clusters Score -6069100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -6069096.500000 Penalty: 5515.880371
	Iteration 55Q: 3 clusters Score -6069096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -6069095.500000 Penalty: 5515.880371
	Iteration 56Q: 3 clusters Score -6069096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -6069111.000000 Penalty: 5515.880371
	Iteration 57Q: 3 clusters Score -6069111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -6069116.500000 Penalty: 5515.880371
	Iteration 58Q: 3 clusters Score -6069116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -6069115.500000 Penalty: 5515.880371
	Iteration 59Q: 3 clusters Score -6069116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -6069114.000000 Penalty: 5515.880371
	Iteration 60F: 3 clusters Score -6069114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -6069121.000000 Penalty: 5515.880371
	Iteration 61Q: 3 clusters Score -6069121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -6069116.500000 Penalty: 5515.880371
	Iteration 62Q: 3 clusters Score -6069116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -6069116.500000 Penalty: 5515.880371
	Iteration 63F: 3 clusters Score -6069116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Entering Unmasked Estep 
Score: -13804664.000000 Penalty: 2961.703857
	Iteration 0F: 2 clusters Score -1.380466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -13701873.000000 Penalty: 5923.407715
	Iteration 0F: 3 clusters Score -1.370187e+07 nChanged 73266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -13744820.000000 Penalty: 5923.407715
	Iteration 1F: 3 clusters Score -1.374482e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -13746899.000000 Penalty: 5923.407715
	Iteration 2Q: 3 clusters Score -1.37469e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -13750038.000000 Penalty: 5923.407715
	Iteration 3Q: 3 clusters Score -1.375004e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -13754595.000000 Penalty: 5923.407715
	Iteration 4F: 3 clusters Score -1.37546e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -13760574.000000 Penalty: 5923.407715
	Iteration 5F: 3 clusters Score -1.376057e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -13767788.000000 Penalty: 5923.407715
	Iteration 6F: 3 clusters Score -1.376779e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -13775169.000000 Penalty: 5923.407715
	Iteration 7F: 3 clusters Score -1.377517e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -13782140.000000 Penalty: 5923.407715
	Iteration 8F: 3 clusters Score -1.378214e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -13787162.000000 Penalty: 5923.407715
	Iteration 9Q: 3 clusters Score -1.378716e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -13790027.000000 Penalty: 5923.407715
	Iteration 10Q: 3 clusters Score -1.379003e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -13791625.000000 Penalty: 5923.407715
	Iteration 11Q: 3 clusters Score -1.379162e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122108 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -13792763.000000 Penalty: 5923.407715
	Iteration 12Q: 3 clusters Score -1.379276e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124045 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -13793645.000000 Penalty: 5923.407715
	Iteration 13Q: 3 clusters Score -1.379364e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -13794381.000000 Penalty: 5923.407715
	Iteration 14Q: 3 clusters Score -1.379438e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -13794999.000000 Penalty: 5923.407715
	Iteration 15Q: 3 clusters Score -1.3795e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -13795535.000000 Penalty: 5923.407715
	Iteration 16Q: 3 clusters Score -1.379554e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -13796079.000000 Penalty: 5923.407715
	Iteration 17Q: 3 clusters Score -1.379608e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131897 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -13796508.000000 Penalty: 5923.407715
	Iteration 18Q: 3 clusters Score -1.379651e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133195 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -13796862.000000 Penalty: 5923.407715
	Iteration 19Q: 3 clusters Score -1.379686e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134398 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -13797177.000000 Penalty: 5923.407715
	Iteration 20F: 3 clusters Score -1.379718e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -13797517.000000 Penalty: 5923.407715
	Iteration 21Q: 3 clusters Score -1.379752e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -13797876.000000 Penalty: 5923.407715
	Iteration 22Q: 3 clusters Score -1.379788e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137787 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -13798199.000000 Penalty: 5923.407715
	Iteration 23Q: 3 clusters Score -1.37982e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -13798434.000000 Penalty: 5923.407715
	Iteration 24Q: 3 clusters Score -1.379843e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -13798726.000000 Penalty: 5923.407715
	Iteration 25Q: 3 clusters Score -1.379873e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -13798954.000000 Penalty: 5923.407715
	Iteration 26Q: 3 clusters Score -1.379895e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -13799198.000000 Penalty: 5923.407715
	Iteration 27Q: 3 clusters Score -1.37992e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -13799479.000000 Penalty: 5923.407715
	Iteration 28Q: 3 clusters Score -1.379948e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -13799715.000000 Penalty: 5923.407715
	Iteration 29Q: 3 clusters Score -1.379972e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -13799978.000000 Penalty: 5923.407715
	Iteration 30Q: 3 clusters Score -1.379998e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -13800145.000000 Penalty: 5923.407715
	Iteration 31Q: 3 clusters Score -1.380014e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -13800433.000000 Penalty: 5923.407715
	Iteration 32Q: 3 clusters Score -1.380043e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146464 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -13800627.000000 Penalty: 5923.407715
	Iteration 33Q: 3 clusters Score -1.380063e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -13800787.000000 Penalty: 5923.407715
	Iteration 34Q: 3 clusters Score -1.380079e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -13800974.000000 Penalty: 5923.407715
	Iteration 35Q: 3 clusters Score -1.380097e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -13801113.000000 Penalty: 5923.407715
	Iteration 36Q: 3 clusters Score -1.380111e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -13801275.000000 Penalty: 5923.407715
	Iteration 37Q: 3 clusters Score -1.380128e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -13801346.000000 Penalty: 5923.407715
	Iteration 38Q: 3 clusters Score -1.380135e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -13801429.000000 Penalty: 5923.407715
	Iteration 39Q: 3 clusters Score -1.380143e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -13801549.000000 Penalty: 5923.407715
	Iteration 40F: 3 clusters Score -1.380155e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150165 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -13801599.000000 Penalty: 5923.407715
	Iteration 41Q: 3 clusters Score -1.38016e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150432 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -13801659.000000 Penalty: 5923.407715
	Iteration 42Q: 3 clusters Score -1.380166e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150662 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -13801733.000000 Penalty: 5923.407715
	Iteration 43Q: 3 clusters Score -1.380173e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13801791.000000 Penalty: 5923.407715
	Iteration 44Q: 3 clusters Score -1.380179e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13801885.000000 Penalty: 5923.407715
	Iteration 45Q: 3 clusters Score -1.380188e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13801918.000000 Penalty: 5923.407715
	Iteration 46Q: 3 clusters Score -1.380192e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13801958.000000 Penalty: 5923.407715
	Iteration 47Q: 3 clusters Score -1.380196e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13801973.000000 Penalty: 5923.407715
	Iteration 48Q: 3 clusters Score -1.380197e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151549 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -13802005.000000 Penalty: 5923.407715
	Iteration 49Q: 3 clusters Score -1.3802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13802039.000000 Penalty: 5923.407715
	Iteration 50Q: 3 clusters Score -1.380204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13802060.000000 Penalty: 5923.407715
	Iteration 51Q: 3 clusters Score -1.380206e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151770 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13802083.000000 Penalty: 5923.407715
	Iteration 52Q: 3 clusters Score -1.380208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13802090.000000 Penalty: 5923.407715
	Iteration 53Q: 3 clusters Score -1.380209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151858 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13802130.000000 Penalty: 5923.407715
	Iteration 54Q: 3 clusters Score -1.380213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151894 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13802122.000000 Penalty: 5923.407715
	Iteration 55Q: 3 clusters Score -1.380212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151924 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13802155.000000 Penalty: 5923.407715
	Iteration 56Q: 3 clusters Score -1.380216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -13802153.000000 Penalty: 5923.407715
	Iteration 57Q: 3 clusters Score -1.380215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13802152.000000 Penalty: 5923.407715
	Iteration 58Q: 3 clusters Score -1.380215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151977 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13802163.000000 Penalty: 5923.407715
	Iteration 59Q: 3 clusters Score -1.380216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13802166.000000 Penalty: 5923.407715
	Iteration 60F: 3 clusters Score -1.380217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13802187.000000 Penalty: 5923.407715
	Iteration 61Q: 3 clusters Score -1.380219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13802185.000000 Penalty: 5923.407715
	Iteration 62Q: 3 clusters Score -1.380218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13802174.000000 Penalty: 5923.407715
	Iteration 63Q: 3 clusters Score -1.380217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13802182.000000 Penalty: 5923.407715
	Iteration 64Q: 3 clusters Score -1.380218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13802188.000000 Penalty: 5923.407715
	Iteration 65Q: 3 clusters Score -1.380219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -13802194.000000 Penalty: 5923.407715
	Iteration 66Q: 3 clusters Score -1.380219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152030 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13802195.000000 Penalty: 5923.407715
	Iteration 67Q: 3 clusters Score -1.38022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152036 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13802202.000000 Penalty: 5923.407715
	Iteration 68Q: 3 clusters Score -1.38022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13802197.000000 Penalty: 5923.407715
	Iteration 69Q: 3 clusters Score -1.38022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13802188.000000 Penalty: 5923.407715
	Iteration 70Q: 3 clusters Score -1.380219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13802192.000000 Penalty: 5923.407715
	Iteration 71Q: 3 clusters Score -1.380219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13802198.000000 Penalty: 5923.407715
	Iteration 72Q: 3 clusters Score -1.38022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13802205.000000 Penalty: 5923.407715
	Iteration 73Q: 3 clusters Score -1.38022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13802190.000000 Penalty: 5923.407715
	Iteration 74Q: 3 clusters Score -1.380219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13802198.000000 Penalty: 5923.407715
	Iteration 75Q: 3 clusters Score -1.38022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13802207.000000 Penalty: 5923.407715
	Iteration 76Q: 3 clusters Score -1.380221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13802204.000000 Penalty: 5923.407715
	Iteration 77Q: 3 clusters Score -1.38022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13802193.000000 Penalty: 5923.407715
	Iteration 78Q: 3 clusters Score -1.380219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13802199.000000 Penalty: 5923.407715
	Iteration 79Q: 3 clusters Score -1.38022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13802204.000000 Penalty: 5923.407715
	Iteration 80F: 3 clusters Score -1.38022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13802194.000000 Penalty: 5923.407715
	Iteration 81Q: 3 clusters Score -1.380219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13802201.000000 Penalty: 5923.407715
	Iteration 82Q: 3 clusters Score -1.38022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13802195.000000 Penalty: 5923.407715
	Iteration 83Q: 3 clusters Score -1.38022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13802191.000000 Penalty: 5923.407715
	Iteration 84Q: 3 clusters Score -1.380219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13802191.000000 Penalty: 5923.407715
	Iteration 85F: 3 clusters Score -1.380219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Entering Unmasked Estep 
Score: -2167900.500000 Penalty: 2514.382324
	Iteration 0F: 2 clusters Score -2167900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2150434.250000 Penalty: 5028.764648
	Iteration 0F: 3 clusters Score -2150434 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2156415.750000 Penalty: 5028.764648
	Iteration 1F: 3 clusters Score -2156416 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2156845.750000 Penalty: 5028.764648
	Iteration 2Q: 3 clusters Score -2156846 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2157251.250000 Penalty: 5028.764648
	Iteration 3Q: 3 clusters Score -2157251 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2157697.500000 Penalty: 5028.764648
	Iteration 4Q: 3 clusters Score -2157698 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2158273.250000 Penalty: 5028.764648
	Iteration 5Q: 3 clusters Score -2158273 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2158908.000000 Penalty: 5028.764648
	Iteration 6Q: 3 clusters Score -2158908 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2159565.000000 Penalty: 5028.764648
	Iteration 7Q: 3 clusters Score -2159565 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2160148.500000 Penalty: 5028.764648
	Iteration 8Q: 3 clusters Score -2160148 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2160716.500000 Penalty: 5028.764648
	Iteration 9Q: 3 clusters Score -2160716 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2161279.750000 Penalty: 5028.764648
	Iteration 10Q: 3 clusters Score -2161280 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2161775.250000 Penalty: 5028.764648
	Iteration 11Q: 3 clusters Score -2161775 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2162251.500000 Penalty: 5028.764648
	Iteration 12Q: 3 clusters Score -2162252 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2162689.250000 Penalty: 5028.764648
	Iteration 13Q: 3 clusters Score -2162689 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2163069.250000 Penalty: 5028.764648
	Iteration 14Q: 3 clusters Score -2163069 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2163434.000000 Penalty: 5028.764648
	Iteration 15Q: 3 clusters Score -2163434 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2163786.000000 Penalty: 5028.764648
	Iteration 16Q: 3 clusters Score -2163786 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2164064.500000 Penalty: 5028.764648
	Iteration 17Q: 3 clusters Score -2164064 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2164313.500000 Penalty: 5028.764648
	Iteration 18Q: 3 clusters Score -2164314 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2164499.250000 Penalty: 5028.764648
	Iteration 19Q: 3 clusters Score -2164499 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2164668.250000 Penalty: 5028.764648
	Iteration 20F: 3 clusters Score -2164668 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2164788.000000 Penalty: 5028.764648
	Iteration 21Q: 3 clusters Score -2164788 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2164885.250000 Penalty: 5028.764648
	Iteration 22Q: 3 clusters Score -2164885 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2164981.250000 Penalty: 5028.764648
	Iteration 23Q: 3 clusters Score -2164981 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2165043.250000 Penalty: 5028.764648
	Iteration 24Q: 3 clusters Score -2165043 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2165122.250000 Penalty: 5028.764648
	Iteration 25Q: 3 clusters Score -2165122 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2165192.750000 Penalty: 5028.764648
	Iteration 26Q: 3 clusters Score -2165193 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2165255.000000 Penalty: 5028.764648
	Iteration 27Q: 3 clusters Score -2165255 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2165330.250000 Penalty: 5028.764648
	Iteration 28Q: 3 clusters Score -2165330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2165377.500000 Penalty: 5028.764648
	Iteration 29Q: 3 clusters Score -2165378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2165425.250000 Penalty: 5028.764648
	Iteration 30Q: 3 clusters Score -2165425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2165458.750000 Penalty: 5028.764648
	Iteration 31Q: 3 clusters Score -2165459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2165497.000000 Penalty: 5028.764648
	Iteration 32Q: 3 clusters Score -2165497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2165525.500000 Penalty: 5028.764648
	Iteration 33Q: 3 clusters Score -2165526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2165553.500000 Penalty: 5028.764648
	Iteration 34Q: 3 clusters Score -2165554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2165574.250000 Penalty: 5028.764648
	Iteration 35Q: 3 clusters Score -2165574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2165589.750000 Penalty: 5028.764648
	Iteration 36Q: 3 clusters Score -2165590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2165611.750000 Penalty: 5028.764648
	Iteration 37Q: 3 clusters Score -2165612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2165634.250000 Penalty: 5028.764648
	Iteration 38Q: 3 clusters Score -2165634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2165649.000000 Penalty: 5028.764648
	Iteration 39Q: 3 clusters Score -2165649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2165665.500000 Penalty: 5028.764648
	Iteration 40F: 3 clusters Score -2165666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2165679.500000 Penalty: 5028.764648
	Iteration 41Q: 3 clusters Score -2165680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2165691.000000 Penalty: 5028.764648
	Iteration 42Q: 3 clusters Score -2165691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2165702.250000 Penalty: 5028.764648
	Iteration 43Q: 3 clusters Score -2165702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2165709.750000 Penalty: 5028.764648
	Iteration 44Q: 3 clusters Score -2165710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2165715.500000 Penalty: 5028.764648
	Iteration 45Q: 3 clusters Score -2165716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2165722.250000 Penalty: 5028.764648
	Iteration 46Q: 3 clusters Score -2165722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2165727.750000 Penalty: 5028.764648
	Iteration 47Q: 3 clusters Score -2165728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2165732.750000 Penalty: 5028.764648
	Iteration 48Q: 3 clusters Score -2165733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2165742.500000 Penalty: 5028.764648
	Iteration 49Q: 3 clusters Score -2165742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2165747.000000 Penalty: 5028.764648
	Iteration 50Q: 3 clusters Score -2165747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2165753.250000 Penalty: 5028.764648
	Iteration 51Q: 3 clusters Score -2165753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2165756.250000 Penalty: 5028.764648
	Iteration 52Q: 3 clusters Score -2165756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2165756.750000 Penalty: 5028.764648
	Iteration 53Q: 3 clusters Score -2165757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2165757.000000 Penalty: 5028.764648
	Iteration 54Q: 3 clusters Score -2165757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2165761.500000 Penalty: 5028.764648
	Iteration 55Q: 3 clusters Score -2165762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2165760.500000 Penalty: 5028.764648
	Iteration 56Q: 3 clusters Score -2165760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2165763.000000 Penalty: 5028.764648
	Iteration 57Q: 3 clusters Score -2165763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2165765.000000 Penalty: 5028.764648
	Iteration 58Q: 3 clusters Score -2165765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2165765.000000 Penalty: 5028.764648
	Iteration 59Q: 3 clusters Score -2165765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2165769.000000 Penalty: 5028.764648
	Iteration 60F: 3 clusters Score -2165769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2165768.500000 Penalty: 5028.764648
	Iteration 61Q: 3 clusters Score -2165768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2165767.000000 Penalty: 5028.764648
	Iteration 62Q: 3 clusters Score -2165767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2165767.000000 Penalty: 5028.764648
	Iteration 63F: 3 clusters Score -2165767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Entering Unmasked Estep 
Score: -1999880.125000 Penalty: 2488.657715
	Iteration 0F: 2 clusters Score -1999880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1983897.750000 Penalty: 4977.315430
	Iteration 0F: 3 clusters Score -1983898 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1989394.875000 Penalty: 4977.315430
	Iteration 1F: 3 clusters Score -1989395 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1989964.625000 Penalty: 4977.315430
	Iteration 2F: 3 clusters Score -1989965 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1990577.375000 Penalty: 4977.315430
	Iteration 3F: 3 clusters Score -1990577 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1991291.000000 Penalty: 4977.315430
	Iteration 4F: 3 clusters Score -1991291 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1992212.625000 Penalty: 4977.315430
	Iteration 5F: 3 clusters Score -1992213 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1993343.625000 Penalty: 4977.315430
	Iteration 6F: 3 clusters Score -1993344 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1994567.375000 Penalty: 4977.315430
	Iteration 7F: 3 clusters Score -1994567 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -1995719.375000 Penalty: 4977.315430
	Iteration 8F: 3 clusters Score -1995719 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1996555.125000 Penalty: 4977.315430
	Iteration 9Q: 3 clusters Score -1996555 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1997061.875000 Penalty: 4977.315430
	Iteration 10Q: 3 clusters Score -1997062 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1997331.375000 Penalty: 4977.315430
	Iteration 11Q: 3 clusters Score -1997331 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1997461.625000 Penalty: 4977.315430
	Iteration 12Q: 3 clusters Score -1997462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -1997538.750000 Penalty: 4977.315430
	Iteration 13Q: 3 clusters Score -1997539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1997587.375000 Penalty: 4977.315430
	Iteration 14Q: 3 clusters Score -1997587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1997620.875000 Penalty: 4977.315430
	Iteration 15Q: 3 clusters Score -1997621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1997649.375000 Penalty: 4977.315430
	Iteration 16Q: 3 clusters Score -1997649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1997676.250000 Penalty: 4977.315430
	Iteration 17Q: 3 clusters Score -1997676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -1997691.375000 Penalty: 4977.315430
	Iteration 18Q: 3 clusters Score -1997691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1997706.875000 Penalty: 4977.315430
	Iteration 19Q: 3 clusters Score -1997707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -1997715.500000 Penalty: 4977.315430
	Iteration 20F: 3 clusters Score -1997716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -1997720.250000 Penalty: 4977.315430
	Iteration 21Q: 3 clusters Score -1997720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -1997724.250000 Penalty: 4977.315430
	Iteration 22Q: 3 clusters Score -1997724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1997724.750000 Penalty: 4977.315430
	Iteration 23Q: 3 clusters Score -1997725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -1997728.000000 Penalty: 4977.315430
	Iteration 24Q: 3 clusters Score -1997728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1997728.750000 Penalty: 4977.315430
	Iteration 25Q: 3 clusters Score -1997729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1997728.750000 Penalty: 4977.315430
	Iteration 26F: 3 clusters Score -1997729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -550838.687500 Penalty: 2180.024414
	Iteration 0F: 2 clusters Score -550838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -545344.875000 Penalty: 4360.048828
	Iteration 0F: 3 clusters Score -545344.9 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -546695.625000 Penalty: 4360.048828
	Iteration 1F: 3 clusters Score -546695.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -546936.375000 Penalty: 4360.048828
	Iteration 2F: 3 clusters Score -546936.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -547100.312500 Penalty: 4360.048828
	Iteration 3F: 3 clusters Score -547100.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -547229.812500 Penalty: 4360.048828
	Iteration 4Q: 3 clusters Score -547229.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -547342.187500 Penalty: 4360.048828
	Iteration 5Q: 3 clusters Score -547342.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -547458.437500 Penalty: 4360.048828
	Iteration 6Q: 3 clusters Score -547458.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -547562.375000 Penalty: 4360.048828
	Iteration 7Q: 3 clusters Score -547562.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -547664.750000 Penalty: 4360.048828
	Iteration 8Q: 3 clusters Score -547664.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -547776.500000 Penalty: 4360.048828
	Iteration 9Q: 3 clusters Score -547776.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -547866.625000 Penalty: 4360.048828
	Iteration 10Q: 3 clusters Score -547866.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -547942.875000 Penalty: 4360.048828
	Iteration 11Q: 3 clusters Score -547942.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -548014.750000 Penalty: 4360.048828
	Iteration 12Q: 3 clusters Score -548014.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -548089.062500 Penalty: 4360.048828
	Iteration 13Q: 3 clusters Score -548089.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -548154.875000 Penalty: 4360.048828
	Iteration 14Q: 3 clusters Score -548154.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -548215.812500 Penalty: 4360.048828
	Iteration 15Q: 3 clusters Score -548215.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -548259.500000 Penalty: 4360.048828
	Iteration 16Q: 3 clusters Score -548259.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -548303.687500 Penalty: 4360.048828
	Iteration 17Q: 3 clusters Score -548303.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -548362.312500 Penalty: 4360.048828
	Iteration 18Q: 3 clusters Score -548362.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -548410.750000 Penalty: 4360.048828
	Iteration 19Q: 3 clusters Score -548410.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -548451.000000 Penalty: 4360.048828
	Iteration 20F: 3 clusters Score -548451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -548486.812500 Penalty: 4360.048828
	Iteration 21Q: 3 clusters Score -548486.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -548531.812500 Penalty: 4360.048828
	Iteration 22Q: 3 clusters Score -548531.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -548575.312500 Penalty: 4360.048828
	Iteration 23Q: 3 clusters Score -548575.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -548625.937500 Penalty: 4360.048828
	Iteration 24Q: 3 clusters Score -548625.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -548695.375000 Penalty: 4360.048828
	Iteration 25Q: 3 clusters Score -548695.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -548785.875000 Penalty: 4360.048828
	Iteration 26Q: 3 clusters Score -548785.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -548857.687500 Penalty: 4360.048828
	Iteration 27Q: 3 clusters Score -548857.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -548922.000000 Penalty: 4360.048828
	Iteration 28Q: 3 clusters Score -548922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -548996.687500 Penalty: 4360.048828
	Iteration 29Q: 3 clusters Score -548996.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -549070.875000 Penalty: 4360.048828
	Iteration 30Q: 3 clusters Score -549070.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -549141.125000 Penalty: 4360.048828
	Iteration 31Q: 3 clusters Score -549141.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -549184.812500 Penalty: 4360.048828
	Iteration 32Q: 3 clusters Score -549184.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -549212.312500 Penalty: 4360.048828
	Iteration 33Q: 3 clusters Score -549212.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -549234.812500 Penalty: 4360.048828
	Iteration 34Q: 3 clusters Score -549234.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -549259.687500 Penalty: 4360.048828
	Iteration 35Q: 3 clusters Score -549259.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -549273.687500 Penalty: 4360.048828
	Iteration 36Q: 3 clusters Score -549273.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -549284.625000 Penalty: 4360.048828
	Iteration 37Q: 3 clusters Score -549284.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -549289.937500 Penalty: 4360.048828
	Iteration 38Q: 3 clusters Score -549289.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -549297.625000 Penalty: 4360.048828
	Iteration 39Q: 3 clusters Score -549297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -549300.312500 Penalty: 4360.048828
	Iteration 40F: 3 clusters Score -549300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -549303.625000 Penalty: 4360.048828
	Iteration 41Q: 3 clusters Score -549303.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -549305.687500 Penalty: 4360.048828
	Iteration 42Q: 3 clusters Score -549305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -549305.875000 Penalty: 4360.048828
	Iteration 43Q: 3 clusters Score -549305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -549307.187500 Penalty: 4360.048828
	Iteration 44Q: 3 clusters Score -549307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -549306.250000 Penalty: 4360.048828
	Iteration 45Q: 3 clusters Score -549306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -549307.750000 Penalty: 4360.048828
	Iteration 46Q: 3 clusters Score -549307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -549309.750000 Penalty: 4360.048828
	Iteration 47Q: 3 clusters Score -549309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -549309.375000 Penalty: 4360.048828
	Iteration 48Q: 3 clusters Score -549309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -549310.375000 Penalty: 4360.048828
	Iteration 49Q: 3 clusters Score -549310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -549311.125000 Penalty: 4360.048828
	Iteration 50Q: 3 clusters Score -549311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -549311.125000 Penalty: 4360.048828
	Iteration 51F: 3 clusters Score -549311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -673636.312500 Penalty: 2227.550537
	Iteration 0F: 2 clusters Score -673636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -667224.250000 Penalty: 4455.101074
	Iteration 0F: 3 clusters Score -667224.2 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -668971.187500 Penalty: 4455.101074
	Iteration 1F: 3 clusters Score -668971.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -669364.250000 Penalty: 4455.101074
	Iteration 2F: 3 clusters Score -669364.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -669715.250000 Penalty: 4455.101074
	Iteration 3F: 3 clusters Score -669715.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -670094.437500 Penalty: 4455.101074
	Iteration 4F: 3 clusters Score -670094.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -670532.000000 Penalty: 4455.101074
	Iteration 5F: 3 clusters Score -670532 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -671062.562500 Penalty: 4455.101074
	Iteration 6F: 3 clusters Score -671062.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -671647.312500 Penalty: 4455.101074
	Iteration 7F: 3 clusters Score -671647.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -672087.937500 Penalty: 4455.101074
	Iteration 8F: 3 clusters Score -672087.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -672312.187500 Penalty: 4455.101074
	Iteration 9Q: 3 clusters Score -672312.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -672450.062500 Penalty: 4455.101074
	Iteration 10Q: 3 clusters Score -672450.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -672518.437500 Penalty: 4455.101074
	Iteration 11Q: 3 clusters Score -672518.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -672546.750000 Penalty: 4455.101074
	Iteration 12Q: 3 clusters Score -672546.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -672560.750000 Penalty: 4455.101074
	Iteration 13Q: 3 clusters Score -672560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -672563.937500 Penalty: 4455.101074
	Iteration 14Q: 3 clusters Score -672563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -672564.875000 Penalty: 4455.101074
	Iteration 15Q: 3 clusters Score -672564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -672565.125000 Penalty: 4455.101074
	Iteration 16Q: 3 clusters Score -672565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -672564.687500 Penalty: 4455.101074
	Iteration 17Q: 3 clusters Score -672564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -672564.125000 Penalty: 4455.101074
	Iteration 18Q: 3 clusters Score -672564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -672564.562500 Penalty: 4455.101074
	Iteration 19Q: 3 clusters Score -672564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -672565.312500 Penalty: 4455.101074
	Iteration 20F: 3 clusters Score -672565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (378957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378957 members 
Entering Unmasked Estep 
Score: -33537158.000000 Penalty: 3185.604004
	Iteration 0F: 2 clusters Score -3.353716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189584 members 
Mstep: Class 2 contains 189373 members 
Entering Unmasked Estep 
Score: -33285294.000000 Penalty: 6371.208008
	Iteration 0F: 3 clusters Score -3.328529e+07 nChanged 184064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 186869 members 
Entering Unmasked Estep 
Score: -33393436.000000 Penalty: 6371.208008
	Iteration 1F: 3 clusters Score -3.339344e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194274 members 
Mstep: Class 2 contains 184683 members 
Entering Unmasked Estep 
Score: -33395052.000000 Penalty: 6371.208008
	Iteration 2Q: 3 clusters Score -3.339505e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197905 members 
Mstep: Class 2 contains 181052 members 
Entering Unmasked Estep 
Score: -33396774.000000 Penalty: 6371.208008
	Iteration 3Q: 3 clusters Score -3.339677e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203431 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -33399098.000000 Penalty: 6371.208008
	Iteration 4Q: 3 clusters Score -3.33991e+07 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 166862 members 
Entering Unmasked Estep 
Score: -33402840.000000 Penalty: 6371.208008
	Iteration 5Q: 3 clusters Score -3.340284e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225489 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -33408802.000000 Penalty: 6371.208008
	Iteration 6Q: 3 clusters Score -3.34088e+07 nChanged 20274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244627 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -33419756.000000 Penalty: 6371.208008
	Iteration 7F: 3 clusters Score -3.341976e+07 nChanged 26537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270774 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -33438144.000000 Penalty: 6371.208008
	Iteration 8F: 3 clusters Score -3.343814e+07 nChanged 31562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302226 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -33464514.000000 Penalty: 6371.208008
	Iteration 9F: 3 clusters Score -3.346451e+07 nChanged 31478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333688 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -33493694.000000 Penalty: 6371.208008
	Iteration 10F: 3 clusters Score -3.349369e+07 nChanged 24259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357947 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -33516076.000000 Penalty: 6371.208008
	Iteration 11F: 3 clusters Score -3.351608e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371476 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -33528072.000000 Penalty: 6371.208008
	Iteration 12Q: 3 clusters Score -3.352807e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376728 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -33532572.000000 Penalty: 6371.208008
	Iteration 13Q: 3 clusters Score -3.353257e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378205 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -33533796.000000 Penalty: 6371.208008
	Iteration 14Q: 3 clusters Score -3.35338e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378545 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -33534020.000000 Penalty: 6371.208008
	Iteration 15Q: 3 clusters Score -3.353402e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378632 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33534162.000000 Penalty: 6371.208008
	Iteration 16Q: 3 clusters Score -3.353416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378660 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33534206.000000 Penalty: 6371.208008
	Iteration 17Q: 3 clusters Score -3.353421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378678 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33534230.000000 Penalty: 6371.208008
	Iteration 18Q: 3 clusters Score -3.353423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378680 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33534282.000000 Penalty: 6371.208008
	Iteration 19Q: 3 clusters Score -3.353428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378681 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33534304.000000 Penalty: 6371.208008
	Iteration 20F: 3 clusters Score -3.35343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378690 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33534332.000000 Penalty: 6371.208008
	Iteration 21Q: 3 clusters Score -3.353433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378693 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33534332.000000 Penalty: 6371.208008
	Iteration 22Q: 3 clusters Score -3.353433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378695 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33534326.000000 Penalty: 6371.208008
	Iteration 23Q: 3 clusters Score -3.353433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378696 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33534324.000000 Penalty: 6371.208008
	Iteration 24Q: 3 clusters Score -3.353432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378697 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33534322.000000 Penalty: 6371.208008
	Iteration 25Q: 3 clusters Score -3.353432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378698 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33534324.000000 Penalty: 6371.208008
	Iteration 26Q: 3 clusters Score -3.353432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378699 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33534330.000000 Penalty: 6371.208008
	Iteration 27Q: 3 clusters Score -3.353433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378698 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33534328.000000 Penalty: 6371.208008
	Iteration 28Q: 3 clusters Score -3.353433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378699 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33534352.000000 Penalty: 6371.208008
	Iteration 29Q: 3 clusters Score -3.353435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378701 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33534340.000000 Penalty: 6371.208008
	Iteration 30Q: 3 clusters Score -3.353434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378701 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33534340.000000 Penalty: 6371.208008
	Iteration 31F: 3 clusters Score -3.353434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22358.257812 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21086.667969 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21086.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21221.287109 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21221.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21245.533203 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21245.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21283.240234 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21283.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21298.851562 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21298.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21302.634766 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21302.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21302.634766 Penalty: 2829.076172
	Iteration 6F: 3 clusters Score -21302.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Entering Unmasked Estep 
Score: -1429723.500000 Penalty: 2411.745117
	Iteration 0F: 2 clusters Score -1429724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1417823.875000 Penalty: 4823.490234
	Iteration 0F: 3 clusters Score -1417824 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1421977.000000 Penalty: 4823.490234
	Iteration 1F: 3 clusters Score -1421977 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1422488.000000 Penalty: 4823.490234
	Iteration 2F: 3 clusters Score -1422488 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1422896.625000 Penalty: 4823.490234
	Iteration 3F: 3 clusters Score -1422897 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1423231.875000 Penalty: 4823.490234
	Iteration 4Q: 3 clusters Score -1423232 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1423553.625000 Penalty: 4823.490234
	Iteration 5Q: 3 clusters Score -1423554 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1423853.500000 Penalty: 4823.490234
	Iteration 6Q: 3 clusters Score -1423854 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1424153.125000 Penalty: 4823.490234
	Iteration 7Q: 3 clusters Score -1424153 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1424480.750000 Penalty: 4823.490234
	Iteration 8Q: 3 clusters Score -1424481 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1424780.125000 Penalty: 4823.490234
	Iteration 9Q: 3 clusters Score -1424780 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1425009.625000 Penalty: 4823.490234
	Iteration 10Q: 3 clusters Score -1425010 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1425188.625000 Penalty: 4823.490234
	Iteration 11Q: 3 clusters Score -1425189 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1425320.000000 Penalty: 4823.490234
	Iteration 12Q: 3 clusters Score -1425320 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1425425.250000 Penalty: 4823.490234
	Iteration 13Q: 3 clusters Score -1425425 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1425496.750000 Penalty: 4823.490234
	Iteration 14Q: 3 clusters Score -1425497 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1425549.875000 Penalty: 4823.490234
	Iteration 15Q: 3 clusters Score -1425550 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1425598.375000 Penalty: 4823.490234
	Iteration 16Q: 3 clusters Score -1425598 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1425652.625000 Penalty: 4823.490234
	Iteration 17Q: 3 clusters Score -1425653 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1425694.000000 Penalty: 4823.490234
	Iteration 18Q: 3 clusters Score -1425694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1425737.750000 Penalty: 4823.490234
	Iteration 19Q: 3 clusters Score -1425738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1425795.250000 Penalty: 4823.490234
	Iteration 20F: 3 clusters Score -1425795 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1425860.375000 Penalty: 4823.490234
	Iteration 21Q: 3 clusters Score -1425860 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1425933.875000 Penalty: 4823.490234
	Iteration 22Q: 3 clusters Score -1425934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1426038.375000 Penalty: 4823.490234
	Iteration 23Q: 3 clusters Score -1426038 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1426157.750000 Penalty: 4823.490234
	Iteration 24Q: 3 clusters Score -1426158 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1426304.500000 Penalty: 4823.490234
	Iteration 25Q: 3 clusters Score -1426304 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1426462.000000 Penalty: 4823.490234
	Iteration 26Q: 3 clusters Score -1426462 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1426606.000000 Penalty: 4823.490234
	Iteration 27Q: 3 clusters Score -1426606 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1426728.375000 Penalty: 4823.490234
	Iteration 28Q: 3 clusters Score -1426728 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1426842.250000 Penalty: 4823.490234
	Iteration 29Q: 3 clusters Score -1426842 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1426931.875000 Penalty: 4823.490234
	Iteration 30Q: 3 clusters Score -1426932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1427007.500000 Penalty: 4823.490234
	Iteration 31Q: 3 clusters Score -1427008 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1427072.750000 Penalty: 4823.490234
	Iteration 32Q: 3 clusters Score -1427073 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1427128.625000 Penalty: 4823.490234
	Iteration 33Q: 3 clusters Score -1427129 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1427197.250000 Penalty: 4823.490234
	Iteration 34Q: 3 clusters Score -1427197 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1427251.875000 Penalty: 4823.490234
	Iteration 35Q: 3 clusters Score -1427252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1427310.875000 Penalty: 4823.490234
	Iteration 36Q: 3 clusters Score -1427311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1427336.875000 Penalty: 4823.490234
	Iteration 37Q: 3 clusters Score -1427337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1427368.625000 Penalty: 4823.490234
	Iteration 38Q: 3 clusters Score -1427369 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1427395.125000 Penalty: 4823.490234
	Iteration 39Q: 3 clusters Score -1427395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1427427.500000 Penalty: 4823.490234
	Iteration 40F: 3 clusters Score -1427428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1427442.625000 Penalty: 4823.490234
	Iteration 41Q: 3 clusters Score -1427443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1427461.750000 Penalty: 4823.490234
	Iteration 42Q: 3 clusters Score -1427462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1427474.625000 Penalty: 4823.490234
	Iteration 43Q: 3 clusters Score -1427475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1427491.125000 Penalty: 4823.490234
	Iteration 44Q: 3 clusters Score -1427491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1427506.875000 Penalty: 4823.490234
	Iteration 45Q: 3 clusters Score -1427507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1427519.125000 Penalty: 4823.490234
	Iteration 46Q: 3 clusters Score -1427519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1427525.750000 Penalty: 4823.490234
	Iteration 47Q: 3 clusters Score -1427526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1427533.000000 Penalty: 4823.490234
	Iteration 48Q: 3 clusters Score -1427533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1427540.500000 Penalty: 4823.490234
	Iteration 49Q: 3 clusters Score -1427540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1427540.375000 Penalty: 4823.490234
	Iteration 50Q: 3 clusters Score -1427540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1427549.625000 Penalty: 4823.490234
	Iteration 51Q: 3 clusters Score -1427550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1427559.500000 Penalty: 4823.490234
	Iteration 52Q: 3 clusters Score -1427560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1427568.500000 Penalty: 4823.490234
	Iteration 53Q: 3 clusters Score -1427568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1427578.875000 Penalty: 4823.490234
	Iteration 54Q: 3 clusters Score -1427579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1427587.625000 Penalty: 4823.490234
	Iteration 55Q: 3 clusters Score -1427588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1427602.125000 Penalty: 4823.490234
	Iteration 56Q: 3 clusters Score -1427602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1427620.125000 Penalty: 4823.490234
	Iteration 57Q: 3 clusters Score -1427620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1427640.000000 Penalty: 4823.490234
	Iteration 58Q: 3 clusters Score -1427640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1427654.875000 Penalty: 4823.490234
	Iteration 59Q: 3 clusters Score -1427655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1427665.750000 Penalty: 4823.490234
	Iteration 60F: 3 clusters Score -1427666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1427674.125000 Penalty: 4823.490234
	Iteration 61Q: 3 clusters Score -1427674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1427677.625000 Penalty: 4823.490234
	Iteration 62Q: 3 clusters Score -1427678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1427687.500000 Penalty: 4823.490234
	Iteration 63Q: 3 clusters Score -1427688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1427695.625000 Penalty: 4823.490234
	Iteration 64Q: 3 clusters Score -1427696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1427695.000000 Penalty: 4823.490234
	Iteration 65Q: 3 clusters Score -1427695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1427704.625000 Penalty: 4823.490234
	Iteration 66Q: 3 clusters Score -1427705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1427702.250000 Penalty: 4823.490234
	Iteration 67Q: 3 clusters Score -1427702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1427709.500000 Penalty: 4823.490234
	Iteration 68Q: 3 clusters Score -1427710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1427725.250000 Penalty: 4823.490234
	Iteration 69Q: 3 clusters Score -1427725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1427727.375000 Penalty: 4823.490234
	Iteration 70Q: 3 clusters Score -1427727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1427739.875000 Penalty: 4823.490234
	Iteration 71Q: 3 clusters Score -1427740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1427750.500000 Penalty: 4823.490234
	Iteration 72Q: 3 clusters Score -1427750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1427762.500000 Penalty: 4823.490234
	Iteration 73Q: 3 clusters Score -1427762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1427766.625000 Penalty: 4823.490234
	Iteration 74Q: 3 clusters Score -1427767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1427771.250000 Penalty: 4823.490234
	Iteration 75Q: 3 clusters Score -1427771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1427778.750000 Penalty: 4823.490234
	Iteration 76Q: 3 clusters Score -1427779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1427782.625000 Penalty: 4823.490234
	Iteration 77Q: 3 clusters Score -1427783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1427782.375000 Penalty: 4823.490234
	Iteration 78Q: 3 clusters Score -1427782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1427791.500000 Penalty: 4823.490234
	Iteration 79Q: 3 clusters Score -1427792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1427796.375000 Penalty: 4823.490234
	Iteration 80F: 3 clusters Score -1427796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1427801.625000 Penalty: 4823.490234
	Iteration 81Q: 3 clusters Score -1427802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1427805.125000 Penalty: 4823.490234
	Iteration 82Q: 3 clusters Score -1427805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1427809.625000 Penalty: 4823.490234
	Iteration 83Q: 3 clusters Score -1427810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1427812.000000 Penalty: 4823.490234
	Iteration 84Q: 3 clusters Score -1427812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1427812.250000 Penalty: 4823.490234
	Iteration 85Q: 3 clusters Score -1427812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1427815.375000 Penalty: 4823.490234
	Iteration 86Q: 3 clusters Score -1427815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1427816.250000 Penalty: 4823.490234
	Iteration 87Q: 3 clusters Score -1427816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1427819.125000 Penalty: 4823.490234
	Iteration 88Q: 3 clusters Score -1427819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1427823.875000 Penalty: 4823.490234
	Iteration 89Q: 3 clusters Score -1427824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1427829.875000 Penalty: 4823.490234
	Iteration 90Q: 3 clusters Score -1427830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1427829.875000 Penalty: 4823.490234
	Iteration 91Q: 3 clusters Score -1427830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1427833.625000 Penalty: 4823.490234
	Iteration 92Q: 3 clusters Score -1427834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1427838.375000 Penalty: 4823.490234
	Iteration 93Q: 3 clusters Score -1427838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1427844.750000 Penalty: 4823.490234
	Iteration 94Q: 3 clusters Score -1427845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1427845.750000 Penalty: 4823.490234
	Iteration 95Q: 3 clusters Score -1427846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1427846.500000 Penalty: 4823.490234
	Iteration 96Q: 3 clusters Score -1427846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1427850.750000 Penalty: 4823.490234
	Iteration 97Q: 3 clusters Score -1427851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1427857.125000 Penalty: 4823.490234
	Iteration 98Q: 3 clusters Score -1427857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1427860.500000 Penalty: 4823.490234
	Iteration 99Q: 3 clusters Score -1427860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1427864.250000 Penalty: 4823.490234
	Iteration 100F: 3 clusters Score -1427864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1427867.250000 Penalty: 4823.490234
	Iteration 101Q: 3 clusters Score -1427867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1427865.750000 Penalty: 4823.490234
	Iteration 102Q: 3 clusters Score -1427866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1427867.000000 Penalty: 4823.490234
	Iteration 103Q: 3 clusters Score -1427867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1427867.875000 Penalty: 4823.490234
	Iteration 104Q: 3 clusters Score -1427868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1427867.875000 Penalty: 4823.490234
	Iteration 105F: 3 clusters Score -1427868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (208708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208708 members 
Entering Unmasked Estep 
Score: -18323532.000000 Penalty: 3037.675537
	Iteration 0F: 2 clusters Score -1.832353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -18183230.000000 Penalty: 6075.351074
	Iteration 0F: 3 clusters Score -1.818323e+07 nChanged 100505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -18241474.000000 Penalty: 6075.351074
	Iteration 1F: 3 clusters Score -1.824147e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -18242546.000000 Penalty: 6075.351074
	Iteration 2Q: 3 clusters Score -1.824255e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107057 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -18243556.000000 Penalty: 6075.351074
	Iteration 3Q: 3 clusters Score -1.824356e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -18244702.000000 Penalty: 6075.351074
	Iteration 4Q: 3 clusters Score -1.82447e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -18246284.000000 Penalty: 6075.351074
	Iteration 5Q: 3 clusters Score -1.824628e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -18248394.000000 Penalty: 6075.351074
	Iteration 6Q: 3 clusters Score -1.824839e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 86336 members 
Entering Unmasked Estep 
Score: -18252020.000000 Penalty: 6075.351074
	Iteration 7Q: 3 clusters Score -1.825202e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131817 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -18257390.000000 Penalty: 6075.351074
	Iteration 8Q: 3 clusters Score -1.825739e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -18266340.000000 Penalty: 6075.351074
	Iteration 9F: 3 clusters Score -1.826634e+07 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -18278860.000000 Penalty: 6075.351074
	Iteration 10F: 3 clusters Score -1.827886e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177717 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -18293510.000000 Penalty: 6075.351074
	Iteration 11F: 3 clusters Score -1.829351e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -18306280.000000 Penalty: 6075.351074
	Iteration 12F: 3 clusters Score -1.830628e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201056 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -18314402.000000 Penalty: 6075.351074
	Iteration 13Q: 3 clusters Score -1.83144e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205601 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -18318316.000000 Penalty: 6075.351074
	Iteration 14Q: 3 clusters Score -1.831832e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207338 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -18319818.000000 Penalty: 6075.351074
	Iteration 15Q: 3 clusters Score -1.831982e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18320332.000000 Penalty: 6075.351074
	Iteration 16Q: 3 clusters Score -1.832033e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208101 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18320540.000000 Penalty: 6075.351074
	Iteration 17Q: 3 clusters Score -1.832054e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208198 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18320644.000000 Penalty: 6075.351074
	Iteration 18Q: 3 clusters Score -1.832064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208241 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -18320726.000000 Penalty: 6075.351074
	Iteration 19Q: 3 clusters Score -1.832073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208270 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18320752.000000 Penalty: 6075.351074
	Iteration 20F: 3 clusters Score -1.832075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208278 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18320768.000000 Penalty: 6075.351074
	Iteration 21Q: 3 clusters Score -1.832077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208293 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18320784.000000 Penalty: 6075.351074
	Iteration 22Q: 3 clusters Score -1.832078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208301 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -18320804.000000 Penalty: 6075.351074
	Iteration 23Q: 3 clusters Score -1.83208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208306 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -18320808.000000 Penalty: 6075.351074
	Iteration 24Q: 3 clusters Score -1.832081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208314 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -18320822.000000 Penalty: 6075.351074
	Iteration 25Q: 3 clusters Score -1.832082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -18320836.000000 Penalty: 6075.351074
	Iteration 26Q: 3 clusters Score -1.832084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18320852.000000 Penalty: 6075.351074
	Iteration 27Q: 3 clusters Score -1.832085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208326 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -18320844.000000 Penalty: 6075.351074
	Iteration 28Q: 3 clusters Score -1.832084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18320844.000000 Penalty: 6075.351074
	Iteration 29Q: 3 clusters Score -1.832084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18320844.000000 Penalty: 6075.351074
	Iteration 30F: 3 clusters Score -1.832084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -614401.250000 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -614401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -608399.562500 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -608399.6 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -610237.312500 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -610237.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -610888.062500 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -610888.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -611607.062500 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -611607.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -612262.500000 Penalty: 4418.645508
	Iteration 4F: 3 clusters Score -612262.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -612750.375000 Penalty: 4418.645508
	Iteration 5F: 3 clusters Score -612750.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -613220.437500 Penalty: 4418.645508
	Iteration 6F: 3 clusters Score -613220.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -613643.812500 Penalty: 4418.645508
	Iteration 7F: 3 clusters Score -613643.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -613998.500000 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -613998.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -614295.687500 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -614295.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -614454.000000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -614454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -614537.687500 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -614537.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -614578.687500 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -614578.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -614596.375000 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -614596.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -614603.812500 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -614603.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -614609.000000 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -614609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -614613.687500 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -614613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -614614.437500 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -614614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -614616.375000 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -614616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -614617.250000 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -614617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -614616.312500 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -614616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -614616.312500 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -614616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -614618.187500 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -614618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -614617.125000 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -614617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -614618.437500 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -614618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -614618.437500 Penalty: 4418.645508
	Iteration 25F: 3 clusters Score -614618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35382 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130247 members 
Mstep: Class 9 contains 131306 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204401 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67557 members 
Mstep: Class 19 contains 153638 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378957 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208708 members 
Mstep: Class 28 contains 4516 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20672 members 
Mstep: Class 33 contains 2879 members 
Entering Unmasked Estep 
Score: -146512416.000000 Penalty: 117435.039062
Splitting cluster 28 changes total score from -146513488.000000 to -146512416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -258035.671875 Penalty: 2003.898926
	Iteration 0F: 2 clusters Score -258035.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -254672.406250 Penalty: 4007.797852
	Iteration 0F: 3 clusters Score -254672.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255496.546875 Penalty: 4007.797852
	Iteration 1F: 3 clusters Score -255496.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -255736.234375 Penalty: 4007.797852
	Iteration 2F: 3 clusters Score -255736.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -255907.640625 Penalty: 4007.797852
	Iteration 3F: 3 clusters Score -255907.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -256038.656250 Penalty: 4007.797852
	Iteration 4Q: 3 clusters Score -256038.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -256143.734375 Penalty: 4007.797852
	Iteration 5Q: 3 clusters Score -256143.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -256250.281250 Penalty: 4007.797852
	Iteration 6Q: 3 clusters Score -256250.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -256349.312500 Penalty: 4007.797852
	Iteration 7Q: 3 clusters Score -256349.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -256427.156250 Penalty: 4007.797852
	Iteration 8Q: 3 clusters Score -256427.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -256513.031250 Penalty: 4007.797852
	Iteration 9Q: 3 clusters Score -256513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -256580.359375 Penalty: 4007.797852
	Iteration 10Q: 3 clusters Score -256580.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -256648.203125 Penalty: 4007.797852
	Iteration 11Q: 3 clusters Score -256648.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -256711.453125 Penalty: 4007.797852
	Iteration 12Q: 3 clusters Score -256711.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -256766.515625 Penalty: 4007.797852
	Iteration 13Q: 3 clusters Score -256766.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -256805.312500 Penalty: 4007.797852
	Iteration 14Q: 3 clusters Score -256805.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -256827.609375 Penalty: 4007.797852
	Iteration 15Q: 3 clusters Score -256827.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -256842.484375 Penalty: 4007.797852
	Iteration 16Q: 3 clusters Score -256842.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -256854.656250 Penalty: 4007.797852
	Iteration 17Q: 3 clusters Score -256854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -256868.906250 Penalty: 4007.797852
	Iteration 18Q: 3 clusters Score -256868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -256881.484375 Penalty: 4007.797852
	Iteration 19Q: 3 clusters Score -256881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -256895.093750 Penalty: 4007.797852
	Iteration 20F: 3 clusters Score -256895.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -256906.000000 Penalty: 4007.797852
	Iteration 21Q: 3 clusters Score -256906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -256921.296875 Penalty: 4007.797852
	Iteration 22Q: 3 clusters Score -256921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -256933.484375 Penalty: 4007.797852
	Iteration 23Q: 3 clusters Score -256933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -256941.734375 Penalty: 4007.797852
	Iteration 24Q: 3 clusters Score -256941.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -256948.859375 Penalty: 4007.797852
	Iteration 25Q: 3 clusters Score -256948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -256950.875000 Penalty: 4007.797852
	Iteration 26Q: 3 clusters Score -256950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -256955.281250 Penalty: 4007.797852
	Iteration 27Q: 3 clusters Score -256955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -256959.718750 Penalty: 4007.797852
	Iteration 28Q: 3 clusters Score -256959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -256962.140625 Penalty: 4007.797852
	Iteration 29Q: 3 clusters Score -256962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -256964.046875 Penalty: 4007.797852
	Iteration 30Q: 3 clusters Score -256964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -256964.046875 Penalty: 4007.797852
	Iteration 31F: 3 clusters Score -256964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -333910.687500 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -333910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -329705.625000 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -329705.6 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -330937.875000 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -330937.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -331543.968750 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -331544 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -332013.625000 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -332013.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -332334.750000 Penalty: 4190.130371
	Iteration 4F: 3 clusters Score -332334.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -332536.937500 Penalty: 4190.130371
	Iteration 5F: 3 clusters Score -332536.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -332649.093750 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -332649.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -332710.031250 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -332710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -332754.500000 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -332754.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -332789.875000 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -332789.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -332821.125000 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -332821.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -332851.531250 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -332851.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -332874.031250 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -332874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -332895.343750 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -332895.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -332910.656250 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -332910.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -332929.781250 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -332929.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -332950.593750 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -332950.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -332964.781250 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -332964.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -332979.906250 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -332979.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -332989.468750 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -332989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -332994.843750 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -332994.8 nChanged 16
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: -333001.375000 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -333001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -333007.906250 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -333007.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -333012.343750 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -333012.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -333014.500000 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -333014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -333016.750000 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -333016.8 nChanged 5
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: -333019.406250 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -333019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -333019.625000 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -333019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -333020.531250 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -333020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -333021.437500 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -333021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -333021.625000 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -333021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -333021.625000 Penalty: 4190.130371
	Iteration 31F: 3 clusters Score -333021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Entering Unmasked Estep 
Score: -1688441.125000 Penalty: 2453.810303
	Iteration 0F: 2 clusters Score -1688441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1674592.625000 Penalty: 4907.620605
	Iteration 0F: 3 clusters Score -1674593 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1679466.000000 Penalty: 4907.620605
	Iteration 1F: 3 clusters Score -1679466 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1680096.875000 Penalty: 4907.620605
	Iteration 2F: 3 clusters Score -1680097 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1680803.125000 Penalty: 4907.620605
	Iteration 3F: 3 clusters Score -1680803 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1681619.500000 Penalty: 4907.620605
	Iteration 4F: 3 clusters Score -1681620 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1682626.375000 Penalty: 4907.620605
	Iteration 5F: 3 clusters Score -1682626 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1683805.500000 Penalty: 4907.620605
	Iteration 6F: 3 clusters Score -1683806 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1684971.875000 Penalty: 4907.620605
	Iteration 7F: 3 clusters Score -1684972 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1685793.000000 Penalty: 4907.620605
	Iteration 8Q: 3 clusters Score -1685793 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1686244.875000 Penalty: 4907.620605
	Iteration 9Q: 3 clusters Score -1686245 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1686478.750000 Penalty: 4907.620605
	Iteration 10Q: 3 clusters Score -1686479 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1686599.125000 Penalty: 4907.620605
	Iteration 11Q: 3 clusters Score -1686599 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1686670.250000 Penalty: 4907.620605
	Iteration 12Q: 3 clusters Score -1686670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1686716.375000 Penalty: 4907.620605
	Iteration 13Q: 3 clusters Score -1686716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1686725.625000 Penalty: 4907.620605
	Iteration 14Q: 3 clusters Score -1686726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1686736.625000 Penalty: 4907.620605
	Iteration 15Q: 3 clusters Score -1686737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1686752.125000 Penalty: 4907.620605
	Iteration 16Q: 3 clusters Score -1686752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1686762.000000 Penalty: 4907.620605
	Iteration 17Q: 3 clusters Score -1686762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1686763.875000 Penalty: 4907.620605
	Iteration 18Q: 3 clusters Score -1686764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1686764.125000 Penalty: 4907.620605
	Iteration 19Q: 3 clusters Score -1686764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1686766.625000 Penalty: 4907.620605
	Iteration 20F: 3 clusters Score -1686767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1686773.750000 Penalty: 4907.620605
	Iteration 21Q: 3 clusters Score -1686774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1686779.250000 Penalty: 4907.620605
	Iteration 22Q: 3 clusters Score -1686779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1686784.750000 Penalty: 4907.620605
	Iteration 23Q: 3 clusters Score -1686785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1686789.875000 Penalty: 4907.620605
	Iteration 24Q: 3 clusters Score -1686790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1686797.125000 Penalty: 4907.620605
	Iteration 25Q: 3 clusters Score -1686797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1686792.875000 Penalty: 4907.620605
	Iteration 26Q: 3 clusters Score -1686793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1686799.250000 Penalty: 4907.620605
	Iteration 27Q: 3 clusters Score -1686799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1686800.625000 Penalty: 4907.620605
	Iteration 28Q: 3 clusters Score -1686801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1686803.500000 Penalty: 4907.620605
	Iteration 29Q: 3 clusters Score -1686804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1686804.125000 Penalty: 4907.620605
	Iteration 30Q: 3 clusters Score -1686804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1686806.625000 Penalty: 4907.620605
	Iteration 31Q: 3 clusters Score -1686807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1686803.500000 Penalty: 4907.620605
	Iteration 32Q: 3 clusters Score -1686804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1686806.750000 Penalty: 4907.620605
	Iteration 33Q: 3 clusters Score -1686807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1686808.000000 Penalty: 4907.620605
	Iteration 34Q: 3 clusters Score -1686808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1686808.500000 Penalty: 4907.620605
	Iteration 35Q: 3 clusters Score -1686808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1686807.750000 Penalty: 4907.620605
	Iteration 36Q: 3 clusters Score -1686808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1686806.500000 Penalty: 4907.620605
	Iteration 37Q: 3 clusters Score -1686806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1686808.875000 Penalty: 4907.620605
	Iteration 38Q: 3 clusters Score -1686809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1686813.875000 Penalty: 4907.620605
	Iteration 39Q: 3 clusters Score -1686814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1686810.875000 Penalty: 4907.620605
	Iteration 40F: 3 clusters Score -1686811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1686812.625000 Penalty: 4907.620605
	Iteration 41Q: 3 clusters Score -1686813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1686810.625000 Penalty: 4907.620605
	Iteration 42Q: 3 clusters Score -1686811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1686809.625000 Penalty: 4907.620605
	Iteration 43Q: 3 clusters Score -1686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1686809.875000 Penalty: 4907.620605
	Iteration 44Q: 3 clusters Score -1686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1686809.375000 Penalty: 4907.620605
	Iteration 45Q: 3 clusters Score -1686809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1686809.375000 Penalty: 4907.620605
	Iteration 46F: 3 clusters Score -1686809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Entering Unmasked Estep 
Score: -1668136.000000 Penalty: 2464.260986
	Iteration 0F: 2 clusters Score -1668136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1653610.750000 Penalty: 4928.521973
	Iteration 0F: 3 clusters Score -1653611 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1658627.625000 Penalty: 4928.521973
	Iteration 1F: 3 clusters Score -1658628 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1659032.375000 Penalty: 4928.521973
	Iteration 2F: 3 clusters Score -1659032 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1659434.625000 Penalty: 4928.521973
	Iteration 3Q: 3 clusters Score -1659435 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1659818.875000 Penalty: 4928.521973
	Iteration 4Q: 3 clusters Score -1659819 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1660177.625000 Penalty: 4928.521973
	Iteration 5Q: 3 clusters Score -1660178 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1660503.125000 Penalty: 4928.521973
	Iteration 6Q: 3 clusters Score -1660503 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1660840.875000 Penalty: 4928.521973
	Iteration 7Q: 3 clusters Score -1660841 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1661205.250000 Penalty: 4928.521973
	Iteration 8Q: 3 clusters Score -1661205 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1661653.375000 Penalty: 4928.521973
	Iteration 9Q: 3 clusters Score -1661653 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1662135.250000 Penalty: 4928.521973
	Iteration 10Q: 3 clusters Score -1662135 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1662604.125000 Penalty: 4928.521973
	Iteration 11Q: 3 clusters Score -1662604 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1663048.250000 Penalty: 4928.521973
	Iteration 12Q: 3 clusters Score -1663048 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1663459.125000 Penalty: 4928.521973
	Iteration 13Q: 3 clusters Score -1663459 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1663779.000000 Penalty: 4928.521973
	Iteration 14Q: 3 clusters Score -1663779 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1664034.500000 Penalty: 4928.521973
	Iteration 15Q: 3 clusters Score -1664034 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1664221.875000 Penalty: 4928.521973
	Iteration 16Q: 3 clusters Score -1664222 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1664367.250000 Penalty: 4928.521973
	Iteration 17Q: 3 clusters Score -1664367 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1664479.875000 Penalty: 4928.521973
	Iteration 18Q: 3 clusters Score -1664480 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1664568.875000 Penalty: 4928.521973
	Iteration 19Q: 3 clusters Score -1664569 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1664652.875000 Penalty: 4928.521973
	Iteration 20F: 3 clusters Score -1664653 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1664727.625000 Penalty: 4928.521973
	Iteration 21Q: 3 clusters Score -1664728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1664791.000000 Penalty: 4928.521973
	Iteration 22Q: 3 clusters Score -1664791 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1664857.375000 Penalty: 4928.521973
	Iteration 23Q: 3 clusters Score -1664857 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1664926.000000 Penalty: 4928.521973
	Iteration 24Q: 3 clusters Score -1664926 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1664992.250000 Penalty: 4928.521973
	Iteration 25Q: 3 clusters Score -1664992 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1665052.625000 Penalty: 4928.521973
	Iteration 26Q: 3 clusters Score -1665053 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1665096.250000 Penalty: 4928.521973
	Iteration 27Q: 3 clusters Score -1665096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1665145.125000 Penalty: 4928.521973
	Iteration 28Q: 3 clusters Score -1665145 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1665197.125000 Penalty: 4928.521973
	Iteration 29Q: 3 clusters Score -1665197 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1665253.000000 Penalty: 4928.521973
	Iteration 30Q: 3 clusters Score -1665253 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1665296.250000 Penalty: 4928.521973
	Iteration 31Q: 3 clusters Score -1665296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1665347.625000 Penalty: 4928.521973
	Iteration 32Q: 3 clusters Score -1665348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -1665400.250000 Penalty: 4928.521973
	Iteration 33Q: 3 clusters Score -1665400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1665453.250000 Penalty: 4928.521973
	Iteration 34Q: 3 clusters Score -1665453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1665497.875000 Penalty: 4928.521973
	Iteration 35Q: 3 clusters Score -1665498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1665540.625000 Penalty: 4928.521973
	Iteration 36Q: 3 clusters Score -1665541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1665586.750000 Penalty: 4928.521973
	Iteration 37Q: 3 clusters Score -1665587 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1665627.250000 Penalty: 4928.521973
	Iteration 38Q: 3 clusters Score -1665627 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1665662.375000 Penalty: 4928.521973
	Iteration 39Q: 3 clusters Score -1665662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1665696.500000 Penalty: 4928.521973
	Iteration 40F: 3 clusters Score -1665696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1665731.875000 Penalty: 4928.521973
	Iteration 41Q: 3 clusters Score -1665732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1665760.125000 Penalty: 4928.521973
	Iteration 42Q: 3 clusters Score -1665760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1665785.250000 Penalty: 4928.521973
	Iteration 43Q: 3 clusters Score -1665785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1665815.125000 Penalty: 4928.521973
	Iteration 44Q: 3 clusters Score -1665815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1665843.000000 Penalty: 4928.521973
	Iteration 45Q: 3 clusters Score -1665843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1665863.500000 Penalty: 4928.521973
	Iteration 46Q: 3 clusters Score -1665864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1665876.875000 Penalty: 4928.521973
	Iteration 47Q: 3 clusters Score -1665877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1665888.875000 Penalty: 4928.521973
	Iteration 48Q: 3 clusters Score -1665889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1665897.875000 Penalty: 4928.521973
	Iteration 49Q: 3 clusters Score -1665898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1665914.250000 Penalty: 4928.521973
	Iteration 50Q: 3 clusters Score -1665914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1665923.250000 Penalty: 4928.521973
	Iteration 51Q: 3 clusters Score -1665923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1665929.125000 Penalty: 4928.521973
	Iteration 52Q: 3 clusters Score -1665929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1665941.375000 Penalty: 4928.521973
	Iteration 53Q: 3 clusters Score -1665941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1665944.125000 Penalty: 4928.521973
	Iteration 54Q: 3 clusters Score -1665944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1665947.625000 Penalty: 4928.521973
	Iteration 55Q: 3 clusters Score -1665948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1665953.500000 Penalty: 4928.521973
	Iteration 56Q: 3 clusters Score -1665954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1665955.875000 Penalty: 4928.521973
	Iteration 57Q: 3 clusters Score -1665956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1665962.375000 Penalty: 4928.521973
	Iteration 58Q: 3 clusters Score -1665962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1665966.250000 Penalty: 4928.521973
	Iteration 59Q: 3 clusters Score -1665966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -1665970.250000 Penalty: 4928.521973
	Iteration 60F: 3 clusters Score -1665970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -1665970.000000 Penalty: 4928.521973
	Iteration 61Q: 3 clusters Score -1665970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1665972.125000 Penalty: 4928.521973
	Iteration 62Q: 3 clusters Score -1665972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1665975.750000 Penalty: 4928.521973
	Iteration 63Q: 3 clusters Score -1665976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -1665978.250000 Penalty: 4928.521973
	Iteration 64Q: 3 clusters Score -1665978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1665987.000000 Penalty: 4928.521973
	Iteration 65Q: 3 clusters Score -1665987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1665989.250000 Penalty: 4928.521973
	Iteration 66Q: 3 clusters Score -1665989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -1665997.500000 Penalty: 4928.521973
	Iteration 67Q: 3 clusters Score -1665998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -1666003.125000 Penalty: 4928.521973
	Iteration 68Q: 3 clusters Score -1666003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1666005.750000 Penalty: 4928.521973
	Iteration 69Q: 3 clusters Score -1666006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1666007.375000 Penalty: 4928.521973
	Iteration 70Q: 3 clusters Score -1666007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1666009.375000 Penalty: 4928.521973
	Iteration 71Q: 3 clusters Score -1666009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1666015.375000 Penalty: 4928.521973
	Iteration 72Q: 3 clusters Score -1666015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1666017.125000 Penalty: 4928.521973
	Iteration 73Q: 3 clusters Score -1666017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -1666015.875000 Penalty: 4928.521973
	Iteration 74Q: 3 clusters Score -1666016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -1666020.500000 Penalty: 4928.521973
	Iteration 75Q: 3 clusters Score -1666020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1666023.750000 Penalty: 4928.521973
	Iteration 76Q: 3 clusters Score -1666024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1666023.750000 Penalty: 4928.521973
	Iteration 77F: 3 clusters Score -1666024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35382 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130247 members 
Mstep: Class 9 contains 131306 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204401 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67557 members 
Mstep: Class 19 contains 153638 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378957 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208708 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 279Q: 33 clusters Score -1.465136e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41476 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130246 members 
Mstep: Class 9 contains 131319 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204397 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65224 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67558 members 
Mstep: Class 19 contains 153635 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378950 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208708 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513536.000000 Penalty: 113876.406250
Iteration 280F: 33 clusters Score -1.465135e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41476 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130245 members 
Mstep: Class 9 contains 131331 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204394 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65226 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67560 members 
Mstep: Class 19 contains 153634 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378939 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208710 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 281Q: 33 clusters Score -1.465136e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41476 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130244 members 
Mstep: Class 9 contains 131343 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204389 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65228 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67560 members 
Mstep: Class 19 contains 153633 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378930 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208712 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 282Q: 33 clusters Score -1.465136e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41476 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130244 members 
Mstep: Class 9 contains 131352 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204383 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65228 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67562 members 
Mstep: Class 19 contains 153633 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378924 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208713 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513536.000000 Penalty: 113876.406250
Iteration 283Q: 33 clusters Score -1.465135e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41476 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130241 members 
Mstep: Class 9 contains 131360 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204380 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65228 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67563 members 
Mstep: Class 19 contains 153634 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378919 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208714 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 284Q: 33 clusters Score -1.465136e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41476 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130241 members 
Mstep: Class 9 contains 131368 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204375 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65228 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 153634 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378915 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208714 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513536.000000 Penalty: 113876.406250
Iteration 285Q: 33 clusters Score -1.465135e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130241 members 
Mstep: Class 9 contains 131379 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204368 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65229 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67562 members 
Mstep: Class 19 contains 153634 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378911 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208716 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 286Q: 33 clusters Score -1.465136e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131388 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204363 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65231 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67561 members 
Mstep: Class 19 contains 153634 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378903 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208718 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513536.000000 Penalty: 113876.406250
Iteration 287Q: 33 clusters Score -1.465135e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26035 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131394 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204358 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65233 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67560 members 
Mstep: Class 19 contains 153635 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378896 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208721 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513520.000000 Penalty: 113876.406250
Iteration 288Q: 33 clusters Score -1.465135e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26035 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131400 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204357 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65233 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67561 members 
Mstep: Class 19 contains 153635 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378888 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208724 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 289Q: 33 clusters Score -1.465136e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26035 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131404 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204356 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65236 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67562 members 
Mstep: Class 19 contains 153634 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378880 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208726 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513536.000000 Penalty: 113876.406250
Iteration 290Q: 33 clusters Score -1.465135e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131407 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204352 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67563 members 
Mstep: Class 19 contains 153633 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378877 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 291Q: 33 clusters Score -1.465136e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131414 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204348 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 153632 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378872 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208728 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 292Q: 33 clusters Score -1.465136e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130242 members 
Mstep: Class 9 contains 131422 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204342 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67566 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378871 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 293Q: 33 clusters Score -1.465136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130241 members 
Mstep: Class 9 contains 131426 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204341 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67566 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378868 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208728 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 294Q: 33 clusters Score -1.465136e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131432 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204337 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67566 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22808 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378866 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513584.000000 Penalty: 113876.406250
Iteration 295Q: 33 clusters Score -1.465136e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131435 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204334 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378866 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 296Q: 33 clusters Score -1.465136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17900 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131439 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 204332 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22805 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378865 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 297Q: 33 clusters Score -1.465136e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17900 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131443 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204331 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378862 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 298Q: 33 clusters Score -1.465136e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131446 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204330 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378861 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 299Q: 33 clusters Score -1.465136e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131447 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204329 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378861 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 300F: 33 clusters Score -1.465136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130239 members 
Mstep: Class 9 contains 131453 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204327 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378858 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208729 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513552.000000 Penalty: 113876.406250
Iteration 301Q: 33 clusters Score -1.465136e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130239 members 
Mstep: Class 9 contains 131460 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204325 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378854 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208728 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 302Q: 33 clusters Score -1.465136e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131470 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204322 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67566 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378850 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513584.000000 Penalty: 113876.406250
Iteration 303Q: 33 clusters Score -1.465136e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130237 members 
Mstep: Class 9 contains 131481 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204318 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378846 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 304Q: 33 clusters Score -1.465136e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130237 members 
Mstep: Class 9 contains 131491 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204315 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378839 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 305Q: 33 clusters Score -1.465136e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35380 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130237 members 
Mstep: Class 9 contains 131504 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204310 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378831 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208728 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513568.000000 Penalty: 113876.406250
Iteration 306Q: 33 clusters Score -1.465136e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131516 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204305 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378823 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208726 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513632.000000 Penalty: 113876.406250
Iteration 307Q: 33 clusters Score -1.465136e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131523 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204301 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153631 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378816 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513616.000000 Penalty: 113876.406250
Iteration 308Q: 33 clusters Score -1.465136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131528 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204300 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65242 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153631 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378811 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513616.000000 Penalty: 113876.406250
Iteration 309Q: 33 clusters Score -1.465136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131534 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204300 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65242 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378806 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513600.000000 Penalty: 113876.406250
Iteration 310Q: 33 clusters Score -1.465136e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131543 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204298 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378798 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513648.000000 Penalty: 113876.406250
Iteration 311Q: 33 clusters Score -1.465136e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13898 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131547 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204297 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153630 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378795 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208726 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513632.000000 Penalty: 113876.406250
Iteration 312Q: 33 clusters Score -1.465136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13897 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131553 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204295 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153629 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378793 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208726 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513680.000000 Penalty: 113876.406250
Iteration 313Q: 33 clusters Score -1.465137e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13896 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130238 members 
Mstep: Class 9 contains 131557 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204293 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153629 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378791 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513664.000000 Penalty: 113876.406250
Iteration 314Q: 33 clusters Score -1.465137e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13895 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130240 members 
Mstep: Class 9 contains 131557 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204291 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153629 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378792 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208727 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513648.000000 Penalty: 113876.406250
Iteration 315Q: 33 clusters Score -1.465136e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13895 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130241 members 
Mstep: Class 9 contains 131556 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204289 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153629 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378792 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208728 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513648.000000 Penalty: 113876.406250
Iteration 316Q: 33 clusters Score -1.465136e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 35381 members 
Mstep: Class 4 contains 13895 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 26034 members 
Mstep: Class 8 contains 130241 members 
Mstep: Class 9 contains 131556 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 204289 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 15 contains 21144 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 67565 members 
Mstep: Class 19 contains 153629 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 378792 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 16727 members 
Mstep: Class 27 contains 208728 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 19817 members 
Mstep: Class 32 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146513648.000000 Penalty: 113876.406250
Iteration 317F: 33 clusters Score -1.465136e+08 nChanged 0
Entering ConstructFrom: 
Score: -146513648.000000 Penalty: 113876.406250
Entering ConstructFrom: 
Trying to split cluster 1 (11477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Entering Unmasked Estep 
Score: -1032889.750000 Penalty: 2318.328857
	Iteration 0F: 2 clusters Score -1032890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1024263.937500 Penalty: 4636.657715
	Iteration 0F: 3 clusters Score -1024264 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1026753.750000 Penalty: 4636.657715
	Iteration 1F: 3 clusters Score -1026754 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1027070.000000 Penalty: 4636.657715
	Iteration 2F: 3 clusters Score -1027070 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1027294.500000 Penalty: 4636.657715
	Iteration 3Q: 3 clusters Score -1027294 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1027458.750000 Penalty: 4636.657715
	Iteration 4Q: 3 clusters Score -1027459 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1027571.687500 Penalty: 4636.657715
	Iteration 5Q: 3 clusters Score -1027572 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1027651.687500 Penalty: 4636.657715
	Iteration 6Q: 3 clusters Score -1027652 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1027730.250000 Penalty: 4636.657715
	Iteration 7Q: 3 clusters Score -1027730 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1027790.750000 Penalty: 4636.657715
	Iteration 8Q: 3 clusters Score -1027791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1027854.625000 Penalty: 4636.657715
	Iteration 9Q: 3 clusters Score -1027855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1027928.562500 Penalty: 4636.657715
	Iteration 10Q: 3 clusters Score -1027929 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1028006.125000 Penalty: 4636.657715
	Iteration 11Q: 3 clusters Score -1028006 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1028116.875000 Penalty: 4636.657715
	Iteration 12Q: 3 clusters Score -1028117 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1028238.750000 Penalty: 4636.657715
	Iteration 13Q: 3 clusters Score -1028239 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1028396.875000 Penalty: 4636.657715
	Iteration 14Q: 3 clusters Score -1028397 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1028597.625000 Penalty: 4636.657715
	Iteration 15Q: 3 clusters Score -1028598 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1028836.187500 Penalty: 4636.657715
	Iteration 16Q: 3 clusters Score -1028836 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1029100.875000 Penalty: 4636.657715
	Iteration 17Q: 3 clusters Score -1029101 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1029428.250000 Penalty: 4636.657715
	Iteration 18Q: 3 clusters Score -1029428 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1029733.625000 Penalty: 4636.657715
	Iteration 19Q: 3 clusters Score -1029734 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1029994.937500 Penalty: 4636.657715
	Iteration 20F: 3 clusters Score -1029995 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1030220.875000 Penalty: 4636.657715
	Iteration 21Q: 3 clusters Score -1030221 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1030372.750000 Penalty: 4636.657715
	Iteration 22Q: 3 clusters Score -1030373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1030477.000000 Penalty: 4636.657715
	Iteration 23Q: 3 clusters Score -1030477 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1030551.812500 Penalty: 4636.657715
	Iteration 24Q: 3 clusters Score -1030552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1030613.875000 Penalty: 4636.657715
	Iteration 25Q: 3 clusters Score -1030614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1030660.937500 Penalty: 4636.657715
	Iteration 26Q: 3 clusters Score -1030661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1030693.000000 Penalty: 4636.657715
	Iteration 27Q: 3 clusters Score -1030693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1030722.687500 Penalty: 4636.657715
	Iteration 28Q: 3 clusters Score -1030723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1030750.937500 Penalty: 4636.657715
	Iteration 29Q: 3 clusters Score -1030751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1030775.062500 Penalty: 4636.657715
	Iteration 30Q: 3 clusters Score -1030775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1030791.562500 Penalty: 4636.657715
	Iteration 31Q: 3 clusters Score -1030792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1030812.875000 Penalty: 4636.657715
	Iteration 32Q: 3 clusters Score -1030813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1030827.000000 Penalty: 4636.657715
	Iteration 33Q: 3 clusters Score -1030827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1030834.000000 Penalty: 4636.657715
	Iteration 34Q: 3 clusters Score -1030834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1030839.875000 Penalty: 4636.657715
	Iteration 35Q: 3 clusters Score -1030840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1030844.250000 Penalty: 4636.657715
	Iteration 36Q: 3 clusters Score -1030844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1030849.750000 Penalty: 4636.657715
	Iteration 37Q: 3 clusters Score -1030850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1030851.875000 Penalty: 4636.657715
	Iteration 38Q: 3 clusters Score -1030852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1030852.750000 Penalty: 4636.657715
	Iteration 39Q: 3 clusters Score -1030853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1030852.750000 Penalty: 4636.657715
	Iteration 40F: 3 clusters Score -1030853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -175515.968750 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -175516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -172794.781250 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -172794.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -173295.359375 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -173295.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -173408.906250 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -173408.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -173472.687500 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -173472.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -173513.000000 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -173513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -173533.937500 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -173533.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -173546.671875 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -173546.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -173557.343750 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -173557.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173565.421875 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -173565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173574.640625 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -173574.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173584.921875 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -173584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173593.109375 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -173593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173603.109375 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -173603.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173616.671875 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -173616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173623.421875 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -173623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173628.796875 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -173628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173634.937500 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -173634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173644.718750 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -173644.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -173654.750000 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -173654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -173658.781250 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -173658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173664.546875 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -173664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173668.781250 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -173668.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173674.546875 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -173674.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -173681.187500 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -173681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173685.515625 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -173685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173691.000000 Penalty: 3794.011230
	Iteration 25Q: 3 clusters Score -173691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173705.531250 Penalty: 3794.011230
	Iteration 26Q: 3 clusters Score -173705.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173718.453125 Penalty: 3794.011230
	Iteration 27Q: 3 clusters Score -173718.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173733.781250 Penalty: 3794.011230
	Iteration 28Q: 3 clusters Score -173733.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -173751.671875 Penalty: 3794.011230
	Iteration 29Q: 3 clusters Score -173751.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -173770.109375 Penalty: 3794.011230
	Iteration 30Q: 3 clusters Score -173770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -173777.312500 Penalty: 3794.011230
	Iteration 31Q: 3 clusters Score -173777.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -173787.359375 Penalty: 3794.011230
	Iteration 32Q: 3 clusters Score -173787.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -173799.031250 Penalty: 3794.011230
	Iteration 33Q: 3 clusters Score -173799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -173808.890625 Penalty: 3794.011230
	Iteration 34Q: 3 clusters Score -173808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -173814.843750 Penalty: 3794.011230
	Iteration 35Q: 3 clusters Score -173814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -173819.171875 Penalty: 3794.011230
	Iteration 36Q: 3 clusters Score -173819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -173821.875000 Penalty: 3794.011230
	Iteration 37Q: 3 clusters Score -173821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -173825.046875 Penalty: 3794.011230
	Iteration 38Q: 3 clusters Score -173825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -173825.578125 Penalty: 3794.011230
	Iteration 39Q: 3 clusters Score -173825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -173828.203125 Penalty: 3794.011230
	Iteration 40F: 3 clusters Score -173828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -173831.062500 Penalty: 3794.011230
	Iteration 41Q: 3 clusters Score -173831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173833.546875 Penalty: 3794.011230
	Iteration 42Q: 3 clusters Score -173833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -173837.125000 Penalty: 3794.011230
	Iteration 43Q: 3 clusters Score -173837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173842.375000 Penalty: 3794.011230
	Iteration 44Q: 3 clusters Score -173842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173849.687500 Penalty: 3794.011230
	Iteration 45Q: 3 clusters Score -173849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -173852.984375 Penalty: 3794.011230
	Iteration 46Q: 3 clusters Score -173853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173854.562500 Penalty: 3794.011230
	Iteration 47Q: 3 clusters Score -173854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173855.656250 Penalty: 3794.011230
	Iteration 48Q: 3 clusters Score -173855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173855.656250 Penalty: 3794.011230
	Iteration 49F: 3 clusters Score -173855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Entering Unmasked Estep 
Score: -3084274.000000 Penalty: 2597.534668
	Iteration 0F: 2 clusters Score -3084274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3060303.000000 Penalty: 5195.069336
	Iteration 0F: 3 clusters Score -3060303 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3069082.500000 Penalty: 5195.069336
	Iteration 1F: 3 clusters Score -3069082 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3069750.000000 Penalty: 5195.069336
	Iteration 2F: 3 clusters Score -3069750 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3070429.750000 Penalty: 5195.069336
	Iteration 3Q: 3 clusters Score -3070430 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3071274.750000 Penalty: 5195.069336
	Iteration 4Q: 3 clusters Score -3071275 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3072393.250000 Penalty: 5195.069336
	Iteration 5F: 3 clusters Score -3072393 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3073695.750000 Penalty: 5195.069336
	Iteration 6F: 3 clusters Score -3073696 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3075302.000000 Penalty: 5195.069336
	Iteration 7F: 3 clusters Score -3075302 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3077004.500000 Penalty: 5195.069336
	Iteration 8F: 3 clusters Score -3077004 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3078551.500000 Penalty: 5195.069336
	Iteration 9F: 3 clusters Score -3078552 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3079791.250000 Penalty: 5195.069336
	Iteration 10Q: 3 clusters Score -3079791 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -3080708.000000 Penalty: 5195.069336
	Iteration 11Q: 3 clusters Score -3080708 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3081242.250000 Penalty: 5195.069336
	Iteration 12Q: 3 clusters Score -3081242 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -3081545.500000 Penalty: 5195.069336
	Iteration 13Q: 3 clusters Score -3081546 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3081719.500000 Penalty: 5195.069336
	Iteration 14Q: 3 clusters Score -3081720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -3081833.250000 Penalty: 5195.069336
	Iteration 15Q: 3 clusters Score -3081833 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3081903.750000 Penalty: 5195.069336
	Iteration 16Q: 3 clusters Score -3081904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3081949.750000 Penalty: 5195.069336
	Iteration 17Q: 3 clusters Score -3081950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3081973.500000 Penalty: 5195.069336
	Iteration 18Q: 3 clusters Score -3081974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3082000.750000 Penalty: 5195.069336
	Iteration 19Q: 3 clusters Score -3082001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -3082014.250000 Penalty: 5195.069336
	Iteration 20F: 3 clusters Score -3082014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -3082020.750000 Penalty: 5195.069336
	Iteration 21Q: 3 clusters Score -3082021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3082028.000000 Penalty: 5195.069336
	Iteration 22Q: 3 clusters Score -3082028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -3082038.750000 Penalty: 5195.069336
	Iteration 23Q: 3 clusters Score -3082039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -3082051.500000 Penalty: 5195.069336
	Iteration 24Q: 3 clusters Score -3082052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3082062.250000 Penalty: 5195.069336
	Iteration 25Q: 3 clusters Score -3082062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -3082067.750000 Penalty: 5195.069336
	Iteration 26Q: 3 clusters Score -3082068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3082070.750000 Penalty: 5195.069336
	Iteration 27Q: 3 clusters Score -3082071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3082071.500000 Penalty: 5195.069336
	Iteration 28Q: 3 clusters Score -3082072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3082071.500000 Penalty: 5195.069336
	Iteration 29F: 3 clusters Score -3082072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Entering Unmasked Estep 
Score: -1242432.375000 Penalty: 2365.742676
	Iteration 0F: 2 clusters Score -1242432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1232304.625000 Penalty: 4731.485352
	Iteration 0F: 3 clusters Score -1232305 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1235542.625000 Penalty: 4731.485352
	Iteration 1F: 3 clusters Score -1235543 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1235916.500000 Penalty: 4731.485352
	Iteration 2F: 3 clusters Score -1235916 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1236244.875000 Penalty: 4731.485352
	Iteration 3F: 3 clusters Score -1236245 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1236609.125000 Penalty: 4731.485352
	Iteration 4Q: 3 clusters Score -1236609 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1237046.375000 Penalty: 4731.485352
	Iteration 5Q: 3 clusters Score -1237046 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1237511.250000 Penalty: 4731.485352
	Iteration 6F: 3 clusters Score -1237511 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1238011.000000 Penalty: 4731.485352
	Iteration 7F: 3 clusters Score -1238011 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1238501.875000 Penalty: 4731.485352
	Iteration 8F: 3 clusters Score -1238502 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1239048.000000 Penalty: 4731.485352
	Iteration 9F: 3 clusters Score -1239048 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1239577.750000 Penalty: 4731.485352
	Iteration 10Q: 3 clusters Score -1239578 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1239990.250000 Penalty: 4731.485352
	Iteration 11Q: 3 clusters Score -1239990 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1240262.375000 Penalty: 4731.485352
	Iteration 12Q: 3 clusters Score -1240262 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1240454.250000 Penalty: 4731.485352
	Iteration 13Q: 3 clusters Score -1240454 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1240575.375000 Penalty: 4731.485352
	Iteration 14Q: 3 clusters Score -1240575 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1240665.750000 Penalty: 4731.485352
	Iteration 15Q: 3 clusters Score -1240666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1240748.500000 Penalty: 4731.485352
	Iteration 16Q: 3 clusters Score -1240748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1240836.875000 Penalty: 4731.485352
	Iteration 17Q: 3 clusters Score -1240837 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1240916.625000 Penalty: 4731.485352
	Iteration 18Q: 3 clusters Score -1240917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1240989.875000 Penalty: 4731.485352
	Iteration 19Q: 3 clusters Score -1240990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1241047.625000 Penalty: 4731.485352
	Iteration 20F: 3 clusters Score -1241048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1241090.000000 Penalty: 4731.485352
	Iteration 21Q: 3 clusters Score -1241090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1241127.875000 Penalty: 4731.485352
	Iteration 22Q: 3 clusters Score -1241128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1241164.125000 Penalty: 4731.485352
	Iteration 23Q: 3 clusters Score -1241164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1241192.500000 Penalty: 4731.485352
	Iteration 24Q: 3 clusters Score -1241192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1241210.125000 Penalty: 4731.485352
	Iteration 25Q: 3 clusters Score -1241210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1241230.250000 Penalty: 4731.485352
	Iteration 26Q: 3 clusters Score -1241230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1241245.125000 Penalty: 4731.485352
	Iteration 27Q: 3 clusters Score -1241245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1241259.750000 Penalty: 4731.485352
	Iteration 28Q: 3 clusters Score -1241260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1241273.875000 Penalty: 4731.485352
	Iteration 29Q: 3 clusters Score -1241274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1241283.625000 Penalty: 4731.485352
	Iteration 30Q: 3 clusters Score -1241284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1241289.500000 Penalty: 4731.485352
	Iteration 31Q: 3 clusters Score -1241290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1241297.000000 Penalty: 4731.485352
	Iteration 32Q: 3 clusters Score -1241297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1241304.375000 Penalty: 4731.485352
	Iteration 33Q: 3 clusters Score -1241304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1241306.750000 Penalty: 4731.485352
	Iteration 34Q: 3 clusters Score -1241307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1241313.750000 Penalty: 4731.485352
	Iteration 35Q: 3 clusters Score -1241314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1241321.750000 Penalty: 4731.485352
	Iteration 36Q: 3 clusters Score -1241322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1241322.500000 Penalty: 4731.485352
	Iteration 37Q: 3 clusters Score -1241322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1241323.625000 Penalty: 4731.485352
	Iteration 38Q: 3 clusters Score -1241324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1241323.375000 Penalty: 4731.485352
	Iteration 39Q: 3 clusters Score -1241323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1241322.000000 Penalty: 4731.485352
	Iteration 40F: 3 clusters Score -1241322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1241322.750000 Penalty: 4731.485352
	Iteration 41Q: 3 clusters Score -1241323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1241325.250000 Penalty: 4731.485352
	Iteration 42Q: 3 clusters Score -1241325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1241325.375000 Penalty: 4731.485352
	Iteration 43Q: 3 clusters Score -1241325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1241328.125000 Penalty: 4731.485352
	Iteration 44Q: 3 clusters Score -1241328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1241329.875000 Penalty: 4731.485352
	Iteration 45Q: 3 clusters Score -1241330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1241332.125000 Penalty: 4731.485352
	Iteration 46Q: 3 clusters Score -1241332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1241332.625000 Penalty: 4731.485352
	Iteration 47Q: 3 clusters Score -1241333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1241337.125000 Penalty: 4731.485352
	Iteration 48Q: 3 clusters Score -1241337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1241340.250000 Penalty: 4731.485352
	Iteration 49Q: 3 clusters Score -1241340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1241348.000000 Penalty: 4731.485352
	Iteration 50Q: 3 clusters Score -1241348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1241351.250000 Penalty: 4731.485352
	Iteration 51Q: 3 clusters Score -1241351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1241353.125000 Penalty: 4731.485352
	Iteration 52Q: 3 clusters Score -1241353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1241354.125000 Penalty: 4731.485352
	Iteration 53Q: 3 clusters Score -1241354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1241355.500000 Penalty: 4731.485352
	Iteration 54Q: 3 clusters Score -1241356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1241354.750000 Penalty: 4731.485352
	Iteration 55Q: 3 clusters Score -1241355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1241354.750000 Penalty: 4731.485352
	Iteration 56F: 3 clusters Score -1241355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Entering Unmasked Estep 
Score: -1544785.625000 Penalty: 2428.540039
	Iteration 0F: 2 clusters Score -1544786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1532139.625000 Penalty: 4857.080078
	Iteration 0F: 3 clusters Score -1532140 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1536194.500000 Penalty: 4857.080078
	Iteration 1F: 3 clusters Score -1536194 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1536795.125000 Penalty: 4857.080078
	Iteration 2F: 3 clusters Score -1536795 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1537417.750000 Penalty: 4857.080078
	Iteration 3F: 3 clusters Score -1537418 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1538177.000000 Penalty: 4857.080078
	Iteration 4F: 3 clusters Score -1538177 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1538991.000000 Penalty: 4857.080078
	Iteration 5F: 3 clusters Score -1538991 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1539823.500000 Penalty: 4857.080078
	Iteration 6F: 3 clusters Score -1539824 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1540468.625000 Penalty: 4857.080078
	Iteration 7F: 3 clusters Score -1540469 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1540859.375000 Penalty: 4857.080078
	Iteration 8Q: 3 clusters Score -1540859 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1541112.750000 Penalty: 4857.080078
	Iteration 9Q: 3 clusters Score -1541113 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1541267.500000 Penalty: 4857.080078
	Iteration 10Q: 3 clusters Score -1541268 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1541357.625000 Penalty: 4857.080078
	Iteration 11Q: 3 clusters Score -1541358 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1541412.125000 Penalty: 4857.080078
	Iteration 12Q: 3 clusters Score -1541412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1541452.125000 Penalty: 4857.080078
	Iteration 13Q: 3 clusters Score -1541452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1541483.000000 Penalty: 4857.080078
	Iteration 14Q: 3 clusters Score -1541483 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1541499.500000 Penalty: 4857.080078
	Iteration 15Q: 3 clusters Score -1541500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1541525.500000 Penalty: 4857.080078
	Iteration 16Q: 3 clusters Score -1541526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1541532.750000 Penalty: 4857.080078
	Iteration 17Q: 3 clusters Score -1541533 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1541548.000000 Penalty: 4857.080078
	Iteration 18Q: 3 clusters Score -1541548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1541561.125000 Penalty: 4857.080078
	Iteration 19Q: 3 clusters Score -1541561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1541576.250000 Penalty: 4857.080078
	Iteration 20F: 3 clusters Score -1541576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1541583.250000 Penalty: 4857.080078
	Iteration 21Q: 3 clusters Score -1541583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1541594.125000 Penalty: 4857.080078
	Iteration 22Q: 3 clusters Score -1541594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1541599.750000 Penalty: 4857.080078
	Iteration 23Q: 3 clusters Score -1541600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1541607.750000 Penalty: 4857.080078
	Iteration 24Q: 3 clusters Score -1541608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1541619.125000 Penalty: 4857.080078
	Iteration 25Q: 3 clusters Score -1541619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1541627.625000 Penalty: 4857.080078
	Iteration 26Q: 3 clusters Score -1541628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1541627.500000 Penalty: 4857.080078
	Iteration 27Q: 3 clusters Score -1541628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1541636.000000 Penalty: 4857.080078
	Iteration 28Q: 3 clusters Score -1541636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1541646.000000 Penalty: 4857.080078
	Iteration 29Q: 3 clusters Score -1541646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1541643.500000 Penalty: 4857.080078
	Iteration 30Q: 3 clusters Score -1541644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1541647.000000 Penalty: 4857.080078
	Iteration 31Q: 3 clusters Score -1541647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1541650.250000 Penalty: 4857.080078
	Iteration 32Q: 3 clusters Score -1541650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1541654.500000 Penalty: 4857.080078
	Iteration 33Q: 3 clusters Score -1541654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1541656.500000 Penalty: 4857.080078
	Iteration 34Q: 3 clusters Score -1541656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1541660.500000 Penalty: 4857.080078
	Iteration 35Q: 3 clusters Score -1541660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1541667.625000 Penalty: 4857.080078
	Iteration 36Q: 3 clusters Score -1541668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1541665.875000 Penalty: 4857.080078
	Iteration 37Q: 3 clusters Score -1541666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1541663.875000 Penalty: 4857.080078
	Iteration 38Q: 3 clusters Score -1541664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1541663.625000 Penalty: 4857.080078
	Iteration 39Q: 3 clusters Score -1541664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1541663.500000 Penalty: 4857.080078
	Iteration 40F: 3 clusters Score -1541664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1541663.125000 Penalty: 4857.080078
	Iteration 41Q: 3 clusters Score -1541663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1541663.125000 Penalty: 4857.080078
	Iteration 42Q: 3 clusters Score -1541663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1541668.625000 Penalty: 4857.080078
	Iteration 43Q: 3 clusters Score -1541669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1541670.125000 Penalty: 4857.080078
	Iteration 44Q: 3 clusters Score -1541670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1541666.375000 Penalty: 4857.080078
	Iteration 45Q: 3 clusters Score -1541666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1541667.125000 Penalty: 4857.080078
	Iteration 46Q: 3 clusters Score -1541667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1541669.750000 Penalty: 4857.080078
	Iteration 47Q: 3 clusters Score -1541670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1541670.375000 Penalty: 4857.080078
	Iteration 48Q: 3 clusters Score -1541670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1541675.750000 Penalty: 4857.080078
	Iteration 49Q: 3 clusters Score -1541676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1541672.750000 Penalty: 4857.080078
	Iteration 50Q: 3 clusters Score -1541673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1541672.250000 Penalty: 4857.080078
	Iteration 51Q: 3 clusters Score -1541672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1541671.125000 Penalty: 4857.080078
	Iteration 52Q: 3 clusters Score -1541671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1541673.500000 Penalty: 4857.080078
	Iteration 53Q: 3 clusters Score -1541674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1541670.625000 Penalty: 4857.080078
	Iteration 54Q: 3 clusters Score -1541671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1541669.000000 Penalty: 4857.080078
	Iteration 55Q: 3 clusters Score -1541669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1541670.625000 Penalty: 4857.080078
	Iteration 56Q: 3 clusters Score -1541671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1541673.250000 Penalty: 4857.080078
	Iteration 57Q: 3 clusters Score -1541673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1541673.000000 Penalty: 4857.080078
	Iteration 58Q: 3 clusters Score -1541673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1541678.750000 Penalty: 4857.080078
	Iteration 59Q: 3 clusters Score -1541679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1541682.625000 Penalty: 4857.080078
	Iteration 60F: 3 clusters Score -1541683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1541681.125000 Penalty: 4857.080078
	Iteration 61Q: 3 clusters Score -1541681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1541681.125000 Penalty: 4857.080078
	Iteration 62Q: 3 clusters Score -1541681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1541680.125000 Penalty: 4857.080078
	Iteration 63Q: 3 clusters Score -1541680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1541681.625000 Penalty: 4857.080078
	Iteration 64Q: 3 clusters Score -1541682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1541682.250000 Penalty: 4857.080078
	Iteration 65Q: 3 clusters Score -1541682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1541685.750000 Penalty: 4857.080078
	Iteration 66Q: 3 clusters Score -1541686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1541685.625000 Penalty: 4857.080078
	Iteration 67Q: 3 clusters Score -1541686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1541689.375000 Penalty: 4857.080078
	Iteration 68Q: 3 clusters Score -1541689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1541688.750000 Penalty: 4857.080078
	Iteration 69Q: 3 clusters Score -1541689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1541687.750000 Penalty: 4857.080078
	Iteration 70Q: 3 clusters Score -1541688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1541688.750000 Penalty: 4857.080078
	Iteration 71Q: 3 clusters Score -1541689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1541689.500000 Penalty: 4857.080078
	Iteration 72Q: 3 clusters Score -1541690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1541687.375000 Penalty: 4857.080078
	Iteration 73Q: 3 clusters Score -1541687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1541689.000000 Penalty: 4857.080078
	Iteration 74Q: 3 clusters Score -1541689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1541689.625000 Penalty: 4857.080078
	Iteration 75Q: 3 clusters Score -1541690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1541693.250000 Penalty: 4857.080078
	Iteration 76Q: 3 clusters Score -1541693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1541692.875000 Penalty: 4857.080078
	Iteration 77Q: 3 clusters Score -1541693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1541689.375000 Penalty: 4857.080078
	Iteration 78Q: 3 clusters Score -1541689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1541689.375000 Penalty: 4857.080078
	Iteration 79F: 3 clusters Score -1541689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Entering Unmasked Estep 
Score: -3694415.500000 Penalty: 2636.945801
	Iteration 0F: 2 clusters Score -3694416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3666426.500000 Penalty: 5273.891602
	Iteration 0F: 3 clusters Score -3666426 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3676769.000000 Penalty: 5273.891602
	Iteration 1F: 3 clusters Score -3676769 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3677359.000000 Penalty: 5273.891602
	Iteration 2Q: 3 clusters Score -3677359 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3678015.500000 Penalty: 5273.891602
	Iteration 3Q: 3 clusters Score -3678016 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3678804.000000 Penalty: 5273.891602
	Iteration 4Q: 3 clusters Score -3678804 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3679965.000000 Penalty: 5273.891602
	Iteration 5F: 3 clusters Score -3679965 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3681498.000000 Penalty: 5273.891602
	Iteration 6F: 3 clusters Score -3681498 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3683337.000000 Penalty: 5273.891602
	Iteration 7F: 3 clusters Score -3683337 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3685468.750000 Penalty: 5273.891602
	Iteration 8F: 3 clusters Score -3685469 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3687706.750000 Penalty: 5273.891602
	Iteration 9F: 3 clusters Score -3687707 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3689241.750000 Penalty: 5273.891602
	Iteration 10Q: 3 clusters Score -3689242 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -3689903.750000 Penalty: 5273.891602
	Iteration 11Q: 3 clusters Score -3689904 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -3690194.250000 Penalty: 5273.891602
	Iteration 12Q: 3 clusters Score -3690194 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3690357.000000 Penalty: 5273.891602
	Iteration 13Q: 3 clusters Score -3690357 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -3690484.500000 Penalty: 5273.891602
	Iteration 14Q: 3 clusters Score -3690484 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3690565.250000 Penalty: 5273.891602
	Iteration 15Q: 3 clusters Score -3690565 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -3690629.000000 Penalty: 5273.891602
	Iteration 16Q: 3 clusters Score -3690629 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -3690672.250000 Penalty: 5273.891602
	Iteration 17Q: 3 clusters Score -3690672 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -3690719.500000 Penalty: 5273.891602
	Iteration 18Q: 3 clusters Score -3690720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -3690778.250000 Penalty: 5273.891602
	Iteration 19Q: 3 clusters Score -3690778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3690822.500000 Penalty: 5273.891602
	Iteration 20F: 3 clusters Score -3690822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -3690858.750000 Penalty: 5273.891602
	Iteration 21Q: 3 clusters Score -3690859 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -3690892.250000 Penalty: 5273.891602
	Iteration 22Q: 3 clusters Score -3690892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -3690936.750000 Penalty: 5273.891602
	Iteration 23Q: 3 clusters Score -3690937 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -3690986.750000 Penalty: 5273.891602
	Iteration 24Q: 3 clusters Score -3690987 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -3691034.000000 Penalty: 5273.891602
	Iteration 25Q: 3 clusters Score -3691034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -3691068.500000 Penalty: 5273.891602
	Iteration 26Q: 3 clusters Score -3691068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3691101.000000 Penalty: 5273.891602
	Iteration 27Q: 3 clusters Score -3691101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -3691128.500000 Penalty: 5273.891602
	Iteration 28Q: 3 clusters Score -3691128 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3691151.500000 Penalty: 5273.891602
	Iteration 29Q: 3 clusters Score -3691152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -3691189.750000 Penalty: 5273.891602
	Iteration 30Q: 3 clusters Score -3691190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -3691216.750000 Penalty: 5273.891602
	Iteration 31Q: 3 clusters Score -3691217 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -3691241.250000 Penalty: 5273.891602
	Iteration 32Q: 3 clusters Score -3691241 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -3691263.250000 Penalty: 5273.891602
	Iteration 33Q: 3 clusters Score -3691263 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -3691288.750000 Penalty: 5273.891602
	Iteration 34Q: 3 clusters Score -3691289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3691315.250000 Penalty: 5273.891602
	Iteration 35Q: 3 clusters Score -3691315 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -3691346.500000 Penalty: 5273.891602
	Iteration 36Q: 3 clusters Score -3691346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3691383.750000 Penalty: 5273.891602
	Iteration 37Q: 3 clusters Score -3691384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -3691404.250000 Penalty: 5273.891602
	Iteration 38Q: 3 clusters Score -3691404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -3691447.250000 Penalty: 5273.891602
	Iteration 39Q: 3 clusters Score -3691447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -3691464.000000 Penalty: 5273.891602
	Iteration 40F: 3 clusters Score -3691464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -3691489.500000 Penalty: 5273.891602
	Iteration 41Q: 3 clusters Score -3691490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -3691503.750000 Penalty: 5273.891602
	Iteration 42Q: 3 clusters Score -3691504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -3691516.500000 Penalty: 5273.891602
	Iteration 43Q: 3 clusters Score -3691516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -3691516.750000 Penalty: 5273.891602
	Iteration 44Q: 3 clusters Score -3691517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -3691539.750000 Penalty: 5273.891602
	Iteration 45Q: 3 clusters Score -3691540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -3691549.750000 Penalty: 5273.891602
	Iteration 46Q: 3 clusters Score -3691550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -3691552.250000 Penalty: 5273.891602
	Iteration 47Q: 3 clusters Score -3691552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -3691560.000000 Penalty: 5273.891602
	Iteration 48Q: 3 clusters Score -3691560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -3691580.000000 Penalty: 5273.891602
	Iteration 49Q: 3 clusters Score -3691580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -3691591.000000 Penalty: 5273.891602
	Iteration 50Q: 3 clusters Score -3691591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3691595.000000 Penalty: 5273.891602
	Iteration 51Q: 3 clusters Score -3691595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -3691602.500000 Penalty: 5273.891602
	Iteration 52Q: 3 clusters Score -3691602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -3691611.500000 Penalty: 5273.891602
	Iteration 53Q: 3 clusters Score -3691612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -3691618.000000 Penalty: 5273.891602
	Iteration 54Q: 3 clusters Score -3691618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -3691637.000000 Penalty: 5273.891602
	Iteration 55Q: 3 clusters Score -3691637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -3691640.750000 Penalty: 5273.891602
	Iteration 56Q: 3 clusters Score -3691641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -3691646.250000 Penalty: 5273.891602
	Iteration 57Q: 3 clusters Score -3691646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -3691663.500000 Penalty: 5273.891602
	Iteration 58Q: 3 clusters Score -3691664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -3691676.500000 Penalty: 5273.891602
	Iteration 59Q: 3 clusters Score -3691676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -3691685.250000 Penalty: 5273.891602
	Iteration 60F: 3 clusters Score -3691685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -3691699.250000 Penalty: 5273.891602
	Iteration 61Q: 3 clusters Score -3691699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -3691702.000000 Penalty: 5273.891602
	Iteration 62Q: 3 clusters Score -3691702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -3691708.250000 Penalty: 5273.891602
	Iteration 63Q: 3 clusters Score -3691708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -3691730.500000 Penalty: 5273.891602
	Iteration 64Q: 3 clusters Score -3691730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -3691739.750000 Penalty: 5273.891602
	Iteration 65Q: 3 clusters Score -3691740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -3691737.500000 Penalty: 5273.891602
	Iteration 66Q: 3 clusters Score -3691738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -3691766.500000 Penalty: 5273.891602
	Iteration 67Q: 3 clusters Score -3691766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -3691770.750000 Penalty: 5273.891602
	Iteration 68Q: 3 clusters Score -3691771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -3691784.500000 Penalty: 5273.891602
	Iteration 69Q: 3 clusters Score -3691784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -3691815.750000 Penalty: 5273.891602
	Iteration 70Q: 3 clusters Score -3691816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -3691837.500000 Penalty: 5273.891602
	Iteration 71Q: 3 clusters Score -3691838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -3691847.750000 Penalty: 5273.891602
	Iteration 72Q: 3 clusters Score -3691848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3691851.750000 Penalty: 5273.891602
	Iteration 73Q: 3 clusters Score -3691852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3691883.500000 Penalty: 5273.891602
	Iteration 74Q: 3 clusters Score -3691884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -3691888.250000 Penalty: 5273.891602
	Iteration 75Q: 3 clusters Score -3691888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -3691903.500000 Penalty: 5273.891602
	Iteration 76Q: 3 clusters Score -3691904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -3691915.000000 Penalty: 5273.891602
	Iteration 77Q: 3 clusters Score -3691915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -3691931.750000 Penalty: 5273.891602
	Iteration 78Q: 3 clusters Score -3691932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -3691941.250000 Penalty: 5273.891602
	Iteration 79Q: 3 clusters Score -3691941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -3691953.250000 Penalty: 5273.891602
	Iteration 80F: 3 clusters Score -3691953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -3691962.000000 Penalty: 5273.891602
	Iteration 81Q: 3 clusters Score -3691962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -3691977.500000 Penalty: 5273.891602
	Iteration 82Q: 3 clusters Score -3691978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -3691988.750000 Penalty: 5273.891602
	Iteration 83Q: 3 clusters Score -3691989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -3691983.000000 Penalty: 5273.891602
	Iteration 84Q: 3 clusters Score -3691983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -3692000.000000 Penalty: 5273.891602
	Iteration 85Q: 3 clusters Score -3692000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -3692011.000000 Penalty: 5273.891602
	Iteration 86Q: 3 clusters Score -3692011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -3692029.750000 Penalty: 5273.891602
	Iteration 87Q: 3 clusters Score -3692030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -3692036.000000 Penalty: 5273.891602
	Iteration 88Q: 3 clusters Score -3692036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -3692031.500000 Penalty: 5273.891602
	Iteration 89Q: 3 clusters Score -3692032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -3692048.000000 Penalty: 5273.891602
	Iteration 90Q: 3 clusters Score -3692048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -3692047.750000 Penalty: 5273.891602
	Iteration 91Q: 3 clusters Score -3692048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -3692057.000000 Penalty: 5273.891602
	Iteration 92Q: 3 clusters Score -3692057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -3692062.500000 Penalty: 5273.891602
	Iteration 93Q: 3 clusters Score -3692062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -3692068.750000 Penalty: 5273.891602
	Iteration 94Q: 3 clusters Score -3692069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -3692076.750000 Penalty: 5273.891602
	Iteration 95Q: 3 clusters Score -3692077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -3692079.500000 Penalty: 5273.891602
	Iteration 96Q: 3 clusters Score -3692080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -3692082.750000 Penalty: 5273.891602
	Iteration 97Q: 3 clusters Score -3692083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -3692084.500000 Penalty: 5273.891602
	Iteration 98Q: 3 clusters Score -3692084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -3692093.500000 Penalty: 5273.891602
	Iteration 99Q: 3 clusters Score -3692094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -3692098.500000 Penalty: 5273.891602
	Iteration 100F: 3 clusters Score -3692098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -3692098.750000 Penalty: 5273.891602
	Iteration 101Q: 3 clusters Score -3692099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -3692107.250000 Penalty: 5273.891602
	Iteration 102Q: 3 clusters Score -3692107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -3692112.000000 Penalty: 5273.891602
	Iteration 103Q: 3 clusters Score -3692112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3692116.750000 Penalty: 5273.891602
	Iteration 104Q: 3 clusters Score -3692117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -3692115.500000 Penalty: 5273.891602
	Iteration 105Q: 3 clusters Score -3692116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -3692115.250000 Penalty: 5273.891602
	Iteration 106Q: 3 clusters Score -3692115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -3692113.750000 Penalty: 5273.891602
	Iteration 107Q: 3 clusters Score -3692114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -3692113.500000 Penalty: 5273.891602
	Iteration 108Q: 3 clusters Score -3692114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -3692117.000000 Penalty: 5273.891602
	Iteration 109Q: 3 clusters Score -3692117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -3692117.000000 Penalty: 5273.891602
	Iteration 110F: 3 clusters Score -3692117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Entering Unmasked Estep 
Score: -2350567.000000 Penalty: 2521.455566
	Iteration 0F: 2 clusters Score -2350567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2332525.000000 Penalty: 5042.911133
	Iteration 0F: 3 clusters Score -2332525 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2338804.250000 Penalty: 5042.911133
	Iteration 1F: 3 clusters Score -2338804 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2339266.750000 Penalty: 5042.911133
	Iteration 2F: 3 clusters Score -2339267 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2339731.250000 Penalty: 5042.911133
	Iteration 3Q: 3 clusters Score -2339731 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2340271.500000 Penalty: 5042.911133
	Iteration 4Q: 3 clusters Score -2340272 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2340960.750000 Penalty: 5042.911133
	Iteration 5F: 3 clusters Score -2340961 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2341817.000000 Penalty: 5042.911133
	Iteration 6F: 3 clusters Score -2341817 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2342844.250000 Penalty: 5042.911133
	Iteration 7F: 3 clusters Score -2342844 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2344061.250000 Penalty: 5042.911133
	Iteration 8F: 3 clusters Score -2344061 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2345245.500000 Penalty: 5042.911133
	Iteration 9F: 3 clusters Score -2345246 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2346329.750000 Penalty: 5042.911133
	Iteration 10F: 3 clusters Score -2346330 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2347168.750000 Penalty: 5042.911133
	Iteration 11Q: 3 clusters Score -2347169 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2347745.750000 Penalty: 5042.911133
	Iteration 12Q: 3 clusters Score -2347746 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2348155.250000 Penalty: 5042.911133
	Iteration 13Q: 3 clusters Score -2348155 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2348380.000000 Penalty: 5042.911133
	Iteration 14Q: 3 clusters Score -2348380 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2348539.250000 Penalty: 5042.911133
	Iteration 15Q: 3 clusters Score -2348539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2348631.500000 Penalty: 5042.911133
	Iteration 16Q: 3 clusters Score -2348632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2348682.250000 Penalty: 5042.911133
	Iteration 17Q: 3 clusters Score -2348682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2348722.000000 Penalty: 5042.911133
	Iteration 18Q: 3 clusters Score -2348722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2348755.250000 Penalty: 5042.911133
	Iteration 19Q: 3 clusters Score -2348755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2348782.500000 Penalty: 5042.911133
	Iteration 20F: 3 clusters Score -2348782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2348801.250000 Penalty: 5042.911133
	Iteration 21Q: 3 clusters Score -2348801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2348810.750000 Penalty: 5042.911133
	Iteration 22Q: 3 clusters Score -2348811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2348817.750000 Penalty: 5042.911133
	Iteration 23Q: 3 clusters Score -2348818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2348821.250000 Penalty: 5042.911133
	Iteration 24Q: 3 clusters Score -2348821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2348823.750000 Penalty: 5042.911133
	Iteration 25Q: 3 clusters Score -2348824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2348829.500000 Penalty: 5042.911133
	Iteration 26Q: 3 clusters Score -2348830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2348832.750000 Penalty: 5042.911133
	Iteration 27Q: 3 clusters Score -2348833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2348834.750000 Penalty: 5042.911133
	Iteration 28Q: 3 clusters Score -2348835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2348836.000000 Penalty: 5042.911133
	Iteration 29Q: 3 clusters Score -2348836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2348836.000000 Penalty: 5042.911133
	Iteration 30F: 3 clusters Score -2348836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (130241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130241 members 
Entering Unmasked Estep 
Score: -11876036.000000 Penalty: 2920.731201
	Iteration 0F: 2 clusters Score -1.187604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -11788937.000000 Penalty: 5841.462402
	Iteration 0F: 3 clusters Score -1.178894e+07 nChanged 61950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -11824929.000000 Penalty: 5841.462402
	Iteration 1F: 3 clusters Score -1.182493e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -11825761.000000 Penalty: 5841.462402
	Iteration 2Q: 3 clusters Score -1.182576e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -11827071.000000 Penalty: 5841.462402
	Iteration 3Q: 3 clusters Score -1.182707e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -11828866.000000 Penalty: 5841.462402
	Iteration 4Q: 3 clusters Score -1.182887e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -11832278.000000 Penalty: 5841.462402
	Iteration 5Q: 3 clusters Score -1.183228e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -11837933.000000 Penalty: 5841.462402
	Iteration 6F: 3 clusters Score -1.183793e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -11846365.000000 Penalty: 5841.462402
	Iteration 7F: 3 clusters Score -1.184636e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -11856383.000000 Penalty: 5841.462402
	Iteration 8F: 3 clusters Score -1.185638e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -11864855.000000 Penalty: 5841.462402
	Iteration 9F: 3 clusters Score -1.186486e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -11869829.000000 Penalty: 5841.462402
	Iteration 10Q: 3 clusters Score -1.186983e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -11871979.000000 Penalty: 5841.462402
	Iteration 11Q: 3 clusters Score -1.187198e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 129409 members 
Entering Unmasked Estep 
Score: -11872823.000000 Penalty: 5841.462402
	Iteration 12Q: 3 clusters Score -1.187282e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -11873117.000000 Penalty: 5841.462402
	Iteration 13Q: 3 clusters Score -1.187312e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -11873236.000000 Penalty: 5841.462402
	Iteration 14Q: 3 clusters Score -1.187324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -11873322.000000 Penalty: 5841.462402
	Iteration 15Q: 3 clusters Score -1.187332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 129876 members 
Entering Unmasked Estep 
Score: -11873360.000000 Penalty: 5841.462402
	Iteration 16Q: 3 clusters Score -1.187336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 129890 members 
Entering Unmasked Estep 
Score: -11873394.000000 Penalty: 5841.462402
	Iteration 17Q: 3 clusters Score -1.187339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -11873412.000000 Penalty: 5841.462402
	Iteration 18Q: 3 clusters Score -1.187341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 129908 members 
Entering Unmasked Estep 
Score: -11873426.000000 Penalty: 5841.462402
	Iteration 19Q: 3 clusters Score -1.187343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -11873449.000000 Penalty: 5841.462402
	Iteration 20F: 3 clusters Score -1.187345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -11873449.000000 Penalty: 5841.462402
	Iteration 21Q: 3 clusters Score -1.187345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 129927 members 
Entering Unmasked Estep 
Score: -11873464.000000 Penalty: 5841.462402
	Iteration 22Q: 3 clusters Score -1.187346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 129932 members 
Entering Unmasked Estep 
Score: -11873469.000000 Penalty: 5841.462402
	Iteration 23Q: 3 clusters Score -1.187347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -11873463.000000 Penalty: 5841.462402
	Iteration 24Q: 3 clusters Score -1.187346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -11873468.000000 Penalty: 5841.462402
	Iteration 25Q: 3 clusters Score -1.187347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 129937 members 
Entering Unmasked Estep 
Score: -11873477.000000 Penalty: 5841.462402
	Iteration 26Q: 3 clusters Score -1.187348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -11873486.000000 Penalty: 5841.462402
	Iteration 27Q: 3 clusters Score -1.187349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 129939 members 
Entering Unmasked Estep 
Score: -11873479.000000 Penalty: 5841.462402
	Iteration 28Q: 3 clusters Score -1.187348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -11873489.000000 Penalty: 5841.462402
	Iteration 29Q: 3 clusters Score -1.187349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 129942 members 
Entering Unmasked Estep 
Score: -11873492.000000 Penalty: 5841.462402
	Iteration 30Q: 3 clusters Score -1.187349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -11873490.000000 Penalty: 5841.462402
	Iteration 31Q: 3 clusters Score -1.187349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -11873491.000000 Penalty: 5841.462402
	Iteration 32Q: 3 clusters Score -1.187349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -11873491.000000 Penalty: 5841.462402
	Iteration 33F: 3 clusters Score -1.187349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (131556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Entering Unmasked Estep 
Score: -11770480.000000 Penalty: 2923.222412
	Iteration 0F: 2 clusters Score -1.177048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -11681812.000000 Penalty: 5846.444824
	Iteration 0F: 3 clusters Score -1.168181e+07 nChanged 62998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -11718410.000000 Penalty: 5846.444824
	Iteration 1F: 3 clusters Score -1.171841e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -11719028.000000 Penalty: 5846.444824
	Iteration 2Q: 3 clusters Score -1.171903e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -11719565.000000 Penalty: 5846.444824
	Iteration 3Q: 3 clusters Score -1.171956e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -11720199.000000 Penalty: 5846.444824
	Iteration 4Q: 3 clusters Score -1.17202e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -11720709.000000 Penalty: 5846.444824
	Iteration 5Q: 3 clusters Score -1.172071e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -11721376.000000 Penalty: 5846.444824
	Iteration 6Q: 3 clusters Score -1.172138e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -11722098.000000 Penalty: 5846.444824
	Iteration 7Q: 3 clusters Score -1.17221e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -11722992.000000 Penalty: 5846.444824
	Iteration 8Q: 3 clusters Score -1.172299e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -11724270.000000 Penalty: 5846.444824
	Iteration 9Q: 3 clusters Score -1.172427e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -11725868.000000 Penalty: 5846.444824
	Iteration 10Q: 3 clusters Score -1.172587e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -11728197.000000 Penalty: 5846.444824
	Iteration 11Q: 3 clusters Score -1.17282e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -11731820.000000 Penalty: 5846.444824
	Iteration 12F: 3 clusters Score -1.173182e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -11736749.000000 Penalty: 5846.444824
	Iteration 13F: 3 clusters Score -1.173675e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -11743317.000000 Penalty: 5846.444824
	Iteration 14F: 3 clusters Score -1.174332e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -11749866.000000 Penalty: 5846.444824
	Iteration 15F: 3 clusters Score -1.174987e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -11753791.000000 Penalty: 5846.444824
	Iteration 16Q: 3 clusters Score -1.175379e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -11755412.000000 Penalty: 5846.444824
	Iteration 17Q: 3 clusters Score -1.175541e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -11756294.000000 Penalty: 5846.444824
	Iteration 18Q: 3 clusters Score -1.175629e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -11757076.000000 Penalty: 5846.444824
	Iteration 19Q: 3 clusters Score -1.175708e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -11757831.000000 Penalty: 5846.444824
	Iteration 20F: 3 clusters Score -1.175783e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -11758505.000000 Penalty: 5846.444824
	Iteration 21Q: 3 clusters Score -1.17585e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -11759138.000000 Penalty: 5846.444824
	Iteration 22Q: 3 clusters Score -1.175914e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -11759738.000000 Penalty: 5846.444824
	Iteration 23Q: 3 clusters Score -1.175974e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -11760258.000000 Penalty: 5846.444824
	Iteration 24Q: 3 clusters Score -1.176026e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -11760774.000000 Penalty: 5846.444824
	Iteration 25Q: 3 clusters Score -1.176077e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112180 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -11761256.000000 Penalty: 5846.444824
	Iteration 26Q: 3 clusters Score -1.176126e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -11761695.000000 Penalty: 5846.444824
	Iteration 27Q: 3 clusters Score -1.17617e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -11762194.000000 Penalty: 5846.444824
	Iteration 28Q: 3 clusters Score -1.176219e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -11762716.000000 Penalty: 5846.444824
	Iteration 29Q: 3 clusters Score -1.176272e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -11763091.000000 Penalty: 5846.444824
	Iteration 30Q: 3 clusters Score -1.176309e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118530 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -11763447.000000 Penalty: 5846.444824
	Iteration 31Q: 3 clusters Score -1.176345e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119604 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -11763838.000000 Penalty: 5846.444824
	Iteration 32Q: 3 clusters Score -1.176384e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -11764127.000000 Penalty: 5846.444824
	Iteration 33Q: 3 clusters Score -1.176413e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121649 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -11764466.000000 Penalty: 5846.444824
	Iteration 34Q: 3 clusters Score -1.176447e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -11764826.000000 Penalty: 5846.444824
	Iteration 35Q: 3 clusters Score -1.176483e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -11765152.000000 Penalty: 5846.444824
	Iteration 36Q: 3 clusters Score -1.176515e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -11765502.000000 Penalty: 5846.444824
	Iteration 37Q: 3 clusters Score -1.17655e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125145 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -11765793.000000 Penalty: 5846.444824
	Iteration 38Q: 3 clusters Score -1.176579e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -11766066.000000 Penalty: 5846.444824
	Iteration 39Q: 3 clusters Score -1.176607e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -11766384.000000 Penalty: 5846.444824
	Iteration 40F: 3 clusters Score -1.176638e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -11766671.000000 Penalty: 5846.444824
	Iteration 41Q: 3 clusters Score -1.176667e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -11766930.000000 Penalty: 5846.444824
	Iteration 42Q: 3 clusters Score -1.176693e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -11767080.000000 Penalty: 5846.444824
	Iteration 43Q: 3 clusters Score -1.176708e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128377 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11767238.000000 Penalty: 5846.444824
	Iteration 44Q: 3 clusters Score -1.176724e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128694 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11767322.000000 Penalty: 5846.444824
	Iteration 45Q: 3 clusters Score -1.176732e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -11767409.000000 Penalty: 5846.444824
	Iteration 46Q: 3 clusters Score -1.176741e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11767468.000000 Penalty: 5846.444824
	Iteration 47Q: 3 clusters Score -1.176747e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129310 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11767540.000000 Penalty: 5846.444824
	Iteration 48Q: 3 clusters Score -1.176754e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129428 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11767572.000000 Penalty: 5846.444824
	Iteration 49Q: 3 clusters Score -1.176757e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129527 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11767611.000000 Penalty: 5846.444824
	Iteration 50Q: 3 clusters Score -1.176761e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11767653.000000 Penalty: 5846.444824
	Iteration 51Q: 3 clusters Score -1.176765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129708 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11767695.000000 Penalty: 5846.444824
	Iteration 52Q: 3 clusters Score -1.17677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129794 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11767746.000000 Penalty: 5846.444824
	Iteration 53Q: 3 clusters Score -1.176775e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -11767771.000000 Penalty: 5846.444824
	Iteration 54Q: 3 clusters Score -1.176777e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129950 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11767799.000000 Penalty: 5846.444824
	Iteration 55Q: 3 clusters Score -1.17678e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11767825.000000 Penalty: 5846.444824
	Iteration 56Q: 3 clusters Score -1.176782e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11767809.000000 Penalty: 5846.444824
	Iteration 57Q: 3 clusters Score -1.176781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11767830.000000 Penalty: 5846.444824
	Iteration 58Q: 3 clusters Score -1.176783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11767865.000000 Penalty: 5846.444824
	Iteration 59Q: 3 clusters Score -1.176786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130179 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11767874.000000 Penalty: 5846.444824
	Iteration 60F: 3 clusters Score -1.176787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130207 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11767876.000000 Penalty: 5846.444824
	Iteration 61Q: 3 clusters Score -1.176788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11767878.000000 Penalty: 5846.444824
	Iteration 62Q: 3 clusters Score -1.176788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11767883.000000 Penalty: 5846.444824
	Iteration 63Q: 3 clusters Score -1.176788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11767893.000000 Penalty: 5846.444824
	Iteration 64Q: 3 clusters Score -1.176789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11767894.000000 Penalty: 5846.444824
	Iteration 65Q: 3 clusters Score -1.176789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130298 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11767902.000000 Penalty: 5846.444824
	Iteration 66Q: 3 clusters Score -1.17679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130305 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11767891.000000 Penalty: 5846.444824
	Iteration 67Q: 3 clusters Score -1.176789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130314 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11767891.000000 Penalty: 5846.444824
	Iteration 68Q: 3 clusters Score -1.176789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130323 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11767913.000000 Penalty: 5846.444824
	Iteration 69Q: 3 clusters Score -1.176791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11767910.000000 Penalty: 5846.444824
	Iteration 70Q: 3 clusters Score -1.176791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11767930.000000 Penalty: 5846.444824
	Iteration 71Q: 3 clusters Score -1.176793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130346 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11767930.000000 Penalty: 5846.444824
	Iteration 72Q: 3 clusters Score -1.176793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11767924.000000 Penalty: 5846.444824
	Iteration 73Q: 3 clusters Score -1.176792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130350 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11767929.000000 Penalty: 5846.444824
	Iteration 74Q: 3 clusters Score -1.176793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130352 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11767926.000000 Penalty: 5846.444824
	Iteration 75Q: 3 clusters Score -1.176793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11767918.000000 Penalty: 5846.444824
	Iteration 76Q: 3 clusters Score -1.176792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11767911.000000 Penalty: 5846.444824
	Iteration 77Q: 3 clusters Score -1.176791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130360 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11767921.000000 Penalty: 5846.444824
	Iteration 78Q: 3 clusters Score -1.176792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130360 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11767921.000000 Penalty: 5846.444824
	Iteration 79F: 3 clusters Score -1.176792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -576112.062500 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -576112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -570425.312500 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -570425.3 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -572052.375000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -572052.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -572556.750000 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -572556.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -573146.875000 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -573146.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -573663.937500 Penalty: 4387.434082
	Iteration 4F: 3 clusters Score -573663.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -574050.000000 Penalty: 4387.434082
	Iteration 5F: 3 clusters Score -574050 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -574337.687500 Penalty: 4387.434082
	Iteration 6F: 3 clusters Score -574337.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -574528.562500 Penalty: 4387.434082
	Iteration 7Q: 3 clusters Score -574528.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -574664.000000 Penalty: 4387.434082
	Iteration 8Q: 3 clusters Score -574664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -574755.812500 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -574755.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -574824.875000 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -574824.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -574865.437500 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -574865.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -574899.812500 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -574899.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -574933.062500 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -574933.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -574962.125000 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -574962.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -574991.750000 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -574991.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -575014.062500 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -575014.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -575036.437500 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -575036.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -575052.125000 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -575052.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -575068.937500 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -575068.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -575088.062500 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -575088.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -575110.875000 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -575110.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -575135.562500 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -575135.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -575159.500000 Penalty: 4387.434082
	Iteration 23Q: 3 clusters Score -575159.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -575183.062500 Penalty: 4387.434082
	Iteration 24Q: 3 clusters Score -575183.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -575199.500000 Penalty: 4387.434082
	Iteration 25Q: 3 clusters Score -575199.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -575213.437500 Penalty: 4387.434082
	Iteration 26Q: 3 clusters Score -575213.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -575223.937500 Penalty: 4387.434082
	Iteration 27Q: 3 clusters Score -575223.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -575237.437500 Penalty: 4387.434082
	Iteration 28Q: 3 clusters Score -575237.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -575251.062500 Penalty: 4387.434082
	Iteration 29Q: 3 clusters Score -575251.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -575271.625000 Penalty: 4387.434082
	Iteration 30Q: 3 clusters Score -575271.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -575295.437500 Penalty: 4387.434082
	Iteration 31Q: 3 clusters Score -575295.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -575316.875000 Penalty: 4387.434082
	Iteration 32Q: 3 clusters Score -575316.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -575336.750000 Penalty: 4387.434082
	Iteration 33Q: 3 clusters Score -575336.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -575351.812500 Penalty: 4387.434082
	Iteration 34Q: 3 clusters Score -575351.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -575363.312500 Penalty: 4387.434082
	Iteration 35Q: 3 clusters Score -575363.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -575374.875000 Penalty: 4387.434082
	Iteration 36Q: 3 clusters Score -575374.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -575386.125000 Penalty: 4387.434082
	Iteration 37Q: 3 clusters Score -575386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -575391.937500 Penalty: 4387.434082
	Iteration 38Q: 3 clusters Score -575391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -575396.375000 Penalty: 4387.434082
	Iteration 39Q: 3 clusters Score -575396.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -575399.812500 Penalty: 4387.434082
	Iteration 40F: 3 clusters Score -575399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -575400.187500 Penalty: 4387.434082
	Iteration 41Q: 3 clusters Score -575400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -575403.000000 Penalty: 4387.434082
	Iteration 42Q: 3 clusters Score -575403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -575402.312500 Penalty: 4387.434082
	Iteration 43Q: 3 clusters Score -575402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -575404.312500 Penalty: 4387.434082
	Iteration 44Q: 3 clusters Score -575404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -575404.062500 Penalty: 4387.434082
	Iteration 45Q: 3 clusters Score -575404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -575405.062500 Penalty: 4387.434082
	Iteration 46Q: 3 clusters Score -575405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -575406.875000 Penalty: 4387.434082
	Iteration 47Q: 3 clusters Score -575406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -575408.062500 Penalty: 4387.434082
	Iteration 48Q: 3 clusters Score -575408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -575408.250000 Penalty: 4387.434082
	Iteration 49Q: 3 clusters Score -575408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -575410.125000 Penalty: 4387.434082
	Iteration 50Q: 3 clusters Score -575410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -575410.312500 Penalty: 4387.434082
	Iteration 51Q: 3 clusters Score -575410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -575410.312500 Penalty: 4387.434082
	Iteration 52Q: 3 clusters Score -575410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -575410.312500 Penalty: 4387.434082
	Iteration 53F: 3 clusters Score -575410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204289 members 
Entering Unmasked Estep 
Score: -18205360.000000 Penalty: 3032.368164
	Iteration 0F: 2 clusters Score -1.820536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -18068344.000000 Penalty: 6064.736328
	Iteration 0F: 3 clusters Score -1.806834e+07 nChanged 98410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102058 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -18125552.000000 Penalty: 6064.736328
	Iteration 1F: 3 clusters Score -1.812555e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -18126372.000000 Penalty: 6064.736328
	Iteration 2Q: 3 clusters Score -1.812637e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -18127214.000000 Penalty: 6064.736328
	Iteration 3Q: 3 clusters Score -1.812721e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -18128126.000000 Penalty: 6064.736328
	Iteration 4Q: 3 clusters Score -1.812813e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101934 members 
Mstep: Class 2 contains 102355 members 
Entering Unmasked Estep 
Score: -18129210.000000 Penalty: 6064.736328
	Iteration 5Q: 3 clusters Score -1.812921e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -18130402.000000 Penalty: 6064.736328
	Iteration 6Q: 3 clusters Score -1.81304e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
Score: -18131832.000000 Penalty: 6064.736328
	Iteration 7Q: 3 clusters Score -1.813183e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 102744 members 
Entering Unmasked Estep 
Score: -18133674.000000 Penalty: 6064.736328
	Iteration 8Q: 3 clusters Score -1.813367e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -18136394.000000 Penalty: 6064.736328
	Iteration 9Q: 3 clusters Score -1.813639e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 103074 members 
Entering Unmasked Estep 
Score: -18140550.000000 Penalty: 6064.736328
	Iteration 10Q: 3 clusters Score -1.814055e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -18147104.000000 Penalty: 6064.736328
	Iteration 11F: 3 clusters Score -1.81471e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -18155292.000000 Penalty: 6064.736328
	Iteration 12F: 3 clusters Score -1.815529e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -18162004.000000 Penalty: 6064.736328
	Iteration 13F: 3 clusters Score -1.8162e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -18165468.000000 Penalty: 6064.736328
	Iteration 14Q: 3 clusters Score -1.816547e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -18166396.000000 Penalty: 6064.736328
	Iteration 15Q: 3 clusters Score -1.81664e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -18166662.000000 Penalty: 6064.736328
	Iteration 16Q: 3 clusters Score -1.816666e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -18166850.000000 Penalty: 6064.736328
	Iteration 17Q: 3 clusters Score -1.816685e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -18166944.000000 Penalty: 6064.736328
	Iteration 18Q: 3 clusters Score -1.816694e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -18167032.000000 Penalty: 6064.736328
	Iteration 19Q: 3 clusters Score -1.816703e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -18167150.000000 Penalty: 6064.736328
	Iteration 20F: 3 clusters Score -1.816715e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -18167366.000000 Penalty: 6064.736328
	Iteration 21Q: 3 clusters Score -1.816737e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -18167600.000000 Penalty: 6064.736328
	Iteration 22Q: 3 clusters Score -1.81676e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -18167676.000000 Penalty: 6064.736328
	Iteration 23Q: 3 clusters Score -1.816768e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -18167784.000000 Penalty: 6064.736328
	Iteration 24Q: 3 clusters Score -1.816778e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -18167874.000000 Penalty: 6064.736328
	Iteration 25Q: 3 clusters Score -1.816787e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104081 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -18168070.000000 Penalty: 6064.736328
	Iteration 26Q: 3 clusters Score -1.816807e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -18168194.000000 Penalty: 6064.736328
	Iteration 27Q: 3 clusters Score -1.816819e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -18168264.000000 Penalty: 6064.736328
	Iteration 28Q: 3 clusters Score -1.816826e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105427 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -18168574.000000 Penalty: 6064.736328
	Iteration 29Q: 3 clusters Score -1.816857e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -18168812.000000 Penalty: 6064.736328
	Iteration 30Q: 3 clusters Score -1.816881e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -18169000.000000 Penalty: 6064.736328
	Iteration 31Q: 3 clusters Score -1.8169e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -18169192.000000 Penalty: 6064.736328
	Iteration 32Q: 3 clusters Score -1.816919e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -18169476.000000 Penalty: 6064.736328
	Iteration 33Q: 3 clusters Score -1.816948e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -18169682.000000 Penalty: 6064.736328
	Iteration 34Q: 3 clusters Score -1.816968e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -18169944.000000 Penalty: 6064.736328
	Iteration 35Q: 3 clusters Score -1.816994e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -18170088.000000 Penalty: 6064.736328
	Iteration 36Q: 3 clusters Score -1.817009e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -18170434.000000 Penalty: 6064.736328
	Iteration 37Q: 3 clusters Score -1.817043e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -18170654.000000 Penalty: 6064.736328
	Iteration 38Q: 3 clusters Score -1.817065e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -18170986.000000 Penalty: 6064.736328
	Iteration 39Q: 3 clusters Score -1.817099e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -18171192.000000 Penalty: 6064.736328
	Iteration 40F: 3 clusters Score -1.817119e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -18171476.000000 Penalty: 6064.736328
	Iteration 41Q: 3 clusters Score -1.817148e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -18171750.000000 Penalty: 6064.736328
	Iteration 42Q: 3 clusters Score -1.817175e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116310 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -18172234.000000 Penalty: 6064.736328
	Iteration 43Q: 3 clusters Score -1.817223e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -18172624.000000 Penalty: 6064.736328
	Iteration 44Q: 3 clusters Score -1.817262e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -18173136.000000 Penalty: 6064.736328
	Iteration 45Q: 3 clusters Score -1.817314e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -18173620.000000 Penalty: 6064.736328
	Iteration 46Q: 3 clusters Score -1.817362e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -18174138.000000 Penalty: 6064.736328
	Iteration 47Q: 3 clusters Score -1.817414e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -18174638.000000 Penalty: 6064.736328
	Iteration 48Q: 3 clusters Score -1.817464e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -18175048.000000 Penalty: 6064.736328
	Iteration 49Q: 3 clusters Score -1.817505e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126884 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -18175512.000000 Penalty: 6064.736328
	Iteration 50Q: 3 clusters Score -1.817551e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -18175910.000000 Penalty: 6064.736328
	Iteration 51Q: 3 clusters Score -1.817591e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130544 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -18176242.000000 Penalty: 6064.736328
	Iteration 52Q: 3 clusters Score -1.817624e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132508 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -18176794.000000 Penalty: 6064.736328
	Iteration 53Q: 3 clusters Score -1.817679e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -18177378.000000 Penalty: 6064.736328
	Iteration 54Q: 3 clusters Score -1.817738e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -18177854.000000 Penalty: 6064.736328
	Iteration 55Q: 3 clusters Score -1.817785e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138915 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -18178290.000000 Penalty: 6064.736328
	Iteration 56Q: 3 clusters Score -1.817829e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -18178886.000000 Penalty: 6064.736328
	Iteration 57Q: 3 clusters Score -1.817889e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -18179376.000000 Penalty: 6064.736328
	Iteration 58Q: 3 clusters Score -1.817938e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -18179936.000000 Penalty: 6064.736328
	Iteration 59Q: 3 clusters Score -1.817994e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -18180588.000000 Penalty: 6064.736328
	Iteration 60F: 3 clusters Score -1.818059e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -18181326.000000 Penalty: 6064.736328
	Iteration 61Q: 3 clusters Score -1.818133e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -18181954.000000 Penalty: 6064.736328
	Iteration 62Q: 3 clusters Score -1.818195e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -18182772.000000 Penalty: 6064.736328
	Iteration 63Q: 3 clusters Score -1.818277e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -18183650.000000 Penalty: 6064.736328
	Iteration 64Q: 3 clusters Score -1.818365e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -18184654.000000 Penalty: 6064.736328
	Iteration 65Q: 3 clusters Score -1.818465e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -18185492.000000 Penalty: 6064.736328
	Iteration 66Q: 3 clusters Score -1.818549e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -18186312.000000 Penalty: 6064.736328
	Iteration 67Q: 3 clusters Score -1.818631e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169915 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -18187164.000000 Penalty: 6064.736328
	Iteration 68Q: 3 clusters Score -1.818716e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -18188042.000000 Penalty: 6064.736328
	Iteration 69Q: 3 clusters Score -1.818804e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174874 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -18189026.000000 Penalty: 6064.736328
	Iteration 70Q: 3 clusters Score -1.818903e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -18189952.000000 Penalty: 6064.736328
	Iteration 71Q: 3 clusters Score -1.818995e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -18190844.000000 Penalty: 6064.736328
	Iteration 72Q: 3 clusters Score -1.819084e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181694 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -18191818.000000 Penalty: 6064.736328
	Iteration 73Q: 3 clusters Score -1.819182e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183821 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -18192642.000000 Penalty: 6064.736328
	Iteration 74Q: 3 clusters Score -1.819264e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185819 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -18193480.000000 Penalty: 6064.736328
	Iteration 75Q: 3 clusters Score -1.819348e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187789 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -18194332.000000 Penalty: 6064.736328
	Iteration 76Q: 3 clusters Score -1.819433e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189715 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -18195134.000000 Penalty: 6064.736328
	Iteration 77Q: 3 clusters Score -1.819513e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191620 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -18196036.000000 Penalty: 6064.736328
	Iteration 78Q: 3 clusters Score -1.819604e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193512 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -18197054.000000 Penalty: 6064.736328
	Iteration 79Q: 3 clusters Score -1.819705e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -18197916.000000 Penalty: 6064.736328
	Iteration 80F: 3 clusters Score -1.819792e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196856 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -18198764.000000 Penalty: 6064.736328
	Iteration 81Q: 3 clusters Score -1.819876e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198339 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -18199630.000000 Penalty: 6064.736328
	Iteration 82Q: 3 clusters Score -1.819963e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199613 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -18200298.000000 Penalty: 6064.736328
	Iteration 83Q: 3 clusters Score -1.82003e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200669 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -18200836.000000 Penalty: 6064.736328
	Iteration 84Q: 3 clusters Score -1.820084e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201508 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18201270.000000 Penalty: 6064.736328
	Iteration 85Q: 3 clusters Score -1.820127e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202182 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18201668.000000 Penalty: 6064.736328
	Iteration 86Q: 3 clusters Score -1.820167e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202633 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -18201924.000000 Penalty: 6064.736328
	Iteration 87Q: 3 clusters Score -1.820192e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202951 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18202146.000000 Penalty: 6064.736328
	Iteration 88Q: 3 clusters Score -1.820215e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203175 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18202340.000000 Penalty: 6064.736328
	Iteration 89Q: 3 clusters Score -1.820234e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203340 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18202414.000000 Penalty: 6064.736328
	Iteration 90Q: 3 clusters Score -1.820241e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203463 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18202498.000000 Penalty: 6064.736328
	Iteration 91Q: 3 clusters Score -1.82025e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203537 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18202590.000000 Penalty: 6064.736328
	Iteration 92Q: 3 clusters Score -1.820259e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203599 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18202630.000000 Penalty: 6064.736328
	Iteration 93Q: 3 clusters Score -1.820263e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203651 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18202712.000000 Penalty: 6064.736328
	Iteration 94Q: 3 clusters Score -1.820271e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203676 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18202748.000000 Penalty: 6064.736328
	Iteration 95Q: 3 clusters Score -1.820275e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203698 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18202774.000000 Penalty: 6064.736328
	Iteration 96Q: 3 clusters Score -1.820277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203717 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -18202772.000000 Penalty: 6064.736328
	Iteration 97Q: 3 clusters Score -1.820277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203727 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -18202768.000000 Penalty: 6064.736328
	Iteration 98Q: 3 clusters Score -1.820277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203736 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18202778.000000 Penalty: 6064.736328
	Iteration 99Q: 3 clusters Score -1.820278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203743 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18202784.000000 Penalty: 6064.736328
	Iteration 100F: 3 clusters Score -1.820278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203748 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18202792.000000 Penalty: 6064.736328
	Iteration 101Q: 3 clusters Score -1.820279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203752 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18202786.000000 Penalty: 6064.736328
	Iteration 102Q: 3 clusters Score -1.820279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203752 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18202786.000000 Penalty: 6064.736328
	Iteration 103Q: 3 clusters Score -1.820279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18202788.000000 Penalty: 6064.736328
	Iteration 104Q: 3 clusters Score -1.820279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203754 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18202796.000000 Penalty: 6064.736328
	Iteration 105Q: 3 clusters Score -1.82028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18202792.000000 Penalty: 6064.736328
	Iteration 106Q: 3 clusters Score -1.820279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203754 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18202784.000000 Penalty: 6064.736328
	Iteration 107Q: 3 clusters Score -1.820278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203756 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -18202794.000000 Penalty: 6064.736328
	Iteration 108Q: 3 clusters Score -1.820279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203755 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18202796.000000 Penalty: 6064.736328
	Iteration 109Q: 3 clusters Score -1.82028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18202796.000000 Penalty: 6064.736328
	Iteration 110Q: 3 clusters Score -1.82028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18202796.000000 Penalty: 6064.736328
	Iteration 111F: 3 clusters Score -1.82028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Entering Unmasked Estep 
Score: -2071136.250000 Penalty: 2498.725586
	Iteration 0F: 2 clusters Score -2071136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2054494.625000 Penalty: 4997.451172
	Iteration 0F: 3 clusters Score -2054495 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2060368.750000 Penalty: 4997.451172
	Iteration 1F: 3 clusters Score -2060369 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2060843.250000 Penalty: 4997.451172
	Iteration 2F: 3 clusters Score -2060843 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2061282.375000 Penalty: 4997.451172
	Iteration 3Q: 3 clusters Score -2061282 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2061748.250000 Penalty: 4997.451172
	Iteration 4Q: 3 clusters Score -2061748 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2062236.625000 Penalty: 4997.451172
	Iteration 5Q: 3 clusters Score -2062237 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2062768.500000 Penalty: 4997.451172
	Iteration 6Q: 3 clusters Score -2062768 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2063338.500000 Penalty: 4997.451172
	Iteration 7Q: 3 clusters Score -2063338 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2064008.375000 Penalty: 4997.451172
	Iteration 8F: 3 clusters Score -2064008 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2064655.875000 Penalty: 4997.451172
	Iteration 9F: 3 clusters Score -2064656 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2065231.500000 Penalty: 4997.451172
	Iteration 10Q: 3 clusters Score -2065232 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2065710.125000 Penalty: 4997.451172
	Iteration 11Q: 3 clusters Score -2065710 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2066105.250000 Penalty: 4997.451172
	Iteration 12Q: 3 clusters Score -2066105 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2066436.625000 Penalty: 4997.451172
	Iteration 13Q: 3 clusters Score -2066437 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2066704.875000 Penalty: 4997.451172
	Iteration 14Q: 3 clusters Score -2066705 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2066952.000000 Penalty: 4997.451172
	Iteration 15Q: 3 clusters Score -2066952 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2067238.000000 Penalty: 4997.451172
	Iteration 16Q: 3 clusters Score -2067238 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2067548.625000 Penalty: 4997.451172
	Iteration 17Q: 3 clusters Score -2067549 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2067868.750000 Penalty: 4997.451172
	Iteration 18Q: 3 clusters Score -2067869 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2068157.500000 Penalty: 4997.451172
	Iteration 19Q: 3 clusters Score -2068158 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2068377.875000 Penalty: 4997.451172
	Iteration 20F: 3 clusters Score -2068378 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2068553.375000 Penalty: 4997.451172
	Iteration 21Q: 3 clusters Score -2068553 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2068693.375000 Penalty: 4997.451172
	Iteration 22Q: 3 clusters Score -2068693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2068790.250000 Penalty: 4997.451172
	Iteration 23Q: 3 clusters Score -2068790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2068862.125000 Penalty: 4997.451172
	Iteration 24Q: 3 clusters Score -2068862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2068912.625000 Penalty: 4997.451172
	Iteration 25Q: 3 clusters Score -2068913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2068962.125000 Penalty: 4997.451172
	Iteration 26Q: 3 clusters Score -2068962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2068993.500000 Penalty: 4997.451172
	Iteration 27Q: 3 clusters Score -2068994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2069015.375000 Penalty: 4997.451172
	Iteration 28Q: 3 clusters Score -2069015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2069027.250000 Penalty: 4997.451172
	Iteration 29Q: 3 clusters Score -2069027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2069043.250000 Penalty: 4997.451172
	Iteration 30Q: 3 clusters Score -2069043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2069047.250000 Penalty: 4997.451172
	Iteration 31Q: 3 clusters Score -2069047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2069052.875000 Penalty: 4997.451172
	Iteration 32Q: 3 clusters Score -2069053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2069054.000000 Penalty: 4997.451172
	Iteration 33Q: 3 clusters Score -2069054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2069056.375000 Penalty: 4997.451172
	Iteration 34Q: 3 clusters Score -2069056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2069056.375000 Penalty: 4997.451172
	Iteration 35Q: 3 clusters Score -2069056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2069064.125000 Penalty: 4997.451172
	Iteration 36Q: 3 clusters Score -2069064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2069065.000000 Penalty: 4997.451172
	Iteration 37Q: 3 clusters Score -2069065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2069065.250000 Penalty: 4997.451172
	Iteration 38Q: 3 clusters Score -2069065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2069068.875000 Penalty: 4997.451172
	Iteration 39Q: 3 clusters Score -2069069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2069069.250000 Penalty: 4997.451172
	Iteration 40F: 3 clusters Score -2069069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2069072.500000 Penalty: 4997.451172
	Iteration 41Q: 3 clusters Score -2069072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2069072.500000 Penalty: 4997.451172
	Iteration 42F: 3 clusters Score -2069072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Entering Unmasked Estep 
Score: -314693.875000 Penalty: 2043.091675
	Iteration 0F: 2 clusters Score -314693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -310927.531250 Penalty: 4086.183350
	Iteration 0F: 3 clusters Score -310927.5 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -311693.625000 Penalty: 4086.183350
	Iteration 1F: 3 clusters Score -311693.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -311882.125000 Penalty: 4086.183350
	Iteration 2F: 3 clusters Score -311882.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -312006.812500 Penalty: 4086.183350
	Iteration 3Q: 3 clusters Score -312006.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -312138.500000 Penalty: 4086.183350
	Iteration 4Q: 3 clusters Score -312138.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312262.031250 Penalty: 4086.183350
	Iteration 5Q: 3 clusters Score -312262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -312378.000000 Penalty: 4086.183350
	Iteration 6Q: 3 clusters Score -312378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -312504.031250 Penalty: 4086.183350
	Iteration 7Q: 3 clusters Score -312504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -312630.625000 Penalty: 4086.183350
	Iteration 8Q: 3 clusters Score -312630.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -312750.343750 Penalty: 4086.183350
	Iteration 9Q: 3 clusters Score -312750.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -312897.437500 Penalty: 4086.183350
	Iteration 10Q: 3 clusters Score -312897.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -313102.625000 Penalty: 4086.183350
	Iteration 11Q: 3 clusters Score -313102.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -313339.843750 Penalty: 4086.183350
	Iteration 12Q: 3 clusters Score -313339.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -313470.531250 Penalty: 4086.183350
	Iteration 13Q: 3 clusters Score -313470.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -313540.531250 Penalty: 4086.183350
	Iteration 14Q: 3 clusters Score -313540.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -313608.625000 Penalty: 4086.183350
	Iteration 15Q: 3 clusters Score -313608.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -313657.406250 Penalty: 4086.183350
	Iteration 16Q: 3 clusters Score -313657.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -313699.656250 Penalty: 4086.183350
	Iteration 17Q: 3 clusters Score -313699.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -313746.375000 Penalty: 4086.183350
	Iteration 18Q: 3 clusters Score -313746.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -313806.437500 Penalty: 4086.183350
	Iteration 19Q: 3 clusters Score -313806.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -313861.218750 Penalty: 4086.183350
	Iteration 20F: 3 clusters Score -313861.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -313891.781250 Penalty: 4086.183350
	Iteration 21Q: 3 clusters Score -313891.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -313911.781250 Penalty: 4086.183350
	Iteration 22Q: 3 clusters Score -313911.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -313937.968750 Penalty: 4086.183350
	Iteration 23Q: 3 clusters Score -313938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -313960.062500 Penalty: 4086.183350
	Iteration 24Q: 3 clusters Score -313960.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -313976.437500 Penalty: 4086.183350
	Iteration 25Q: 3 clusters Score -313976.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -313991.093750 Penalty: 4086.183350
	Iteration 26Q: 3 clusters Score -313991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -314006.125000 Penalty: 4086.183350
	Iteration 27Q: 3 clusters Score -314006.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -314014.312500 Penalty: 4086.183350
	Iteration 28Q: 3 clusters Score -314014.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -314020.656250 Penalty: 4086.183350
	Iteration 29Q: 3 clusters Score -314020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -314029.500000 Penalty: 4086.183350
	Iteration 30Q: 3 clusters Score -314029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -314042.312500 Penalty: 4086.183350
	Iteration 31Q: 3 clusters Score -314042.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -314056.218750 Penalty: 4086.183350
	Iteration 32Q: 3 clusters Score -314056.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -314069.125000 Penalty: 4086.183350
	Iteration 33Q: 3 clusters Score -314069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -314088.156250 Penalty: 4086.183350
	Iteration 34Q: 3 clusters Score -314088.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -314117.906250 Penalty: 4086.183350
	Iteration 35Q: 3 clusters Score -314117.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -314147.281250 Penalty: 4086.183350
	Iteration 36Q: 3 clusters Score -314147.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -314174.656250 Penalty: 4086.183350
	Iteration 37Q: 3 clusters Score -314174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -314192.125000 Penalty: 4086.183350
	Iteration 38Q: 3 clusters Score -314192.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -314199.656250 Penalty: 4086.183350
	Iteration 39Q: 3 clusters Score -314199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -314208.687500 Penalty: 4086.183350
	Iteration 40F: 3 clusters Score -314208.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -314213.718750 Penalty: 4086.183350
	Iteration 41Q: 3 clusters Score -314213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -314214.062500 Penalty: 4086.183350
	Iteration 42Q: 3 clusters Score -314214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -314215.031250 Penalty: 4086.183350
	Iteration 43Q: 3 clusters Score -314215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -314215.656250 Penalty: 4086.183350
	Iteration 44Q: 3 clusters Score -314215.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -314215.656250 Penalty: 4086.183350
	Iteration 45F: 3 clusters Score -314215.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Entering Unmasked Estep 
Score: -5880153.000000 Penalty: 2749.296631
	Iteration 0F: 2 clusters Score -5880153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5836392.000000 Penalty: 5498.593262
	Iteration 0F: 3 clusters Score -5836392 nChanged 30347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5853599.000000 Penalty: 5498.593262
	Iteration 1F: 3 clusters Score -5853599 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5854393.500000 Penalty: 5498.593262
	Iteration 2Q: 3 clusters Score -5854394 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -5855273.000000 Penalty: 5498.593262
	Iteration 3Q: 3 clusters Score -5855273 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5856107.000000 Penalty: 5498.593262
	Iteration 4Q: 3 clusters Score -5856107 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -5856960.500000 Penalty: 5498.593262
	Iteration 5Q: 3 clusters Score -5856960 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5857992.500000 Penalty: 5498.593262
	Iteration 6Q: 3 clusters Score -5857992 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5859114.500000 Penalty: 5498.593262
	Iteration 7Q: 3 clusters Score -5859114 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5860365.500000 Penalty: 5498.593262
	Iteration 8Q: 3 clusters Score -5860366 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -5861871.500000 Penalty: 5498.593262
	Iteration 9Q: 3 clusters Score -5861872 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -5863758.500000 Penalty: 5498.593262
	Iteration 10Q: 3 clusters Score -5863758 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5865827.500000 Penalty: 5498.593262
	Iteration 11Q: 3 clusters Score -5865828 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -5867445.500000 Penalty: 5498.593262
	Iteration 12Q: 3 clusters Score -5867446 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5868330.500000 Penalty: 5498.593262
	Iteration 13Q: 3 clusters Score -5868330 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5868745.500000 Penalty: 5498.593262
	Iteration 14Q: 3 clusters Score -5868746 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5869053.000000 Penalty: 5498.593262
	Iteration 15Q: 3 clusters Score -5869053 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5869259.000000 Penalty: 5498.593262
	Iteration 16Q: 3 clusters Score -5869259 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5869462.500000 Penalty: 5498.593262
	Iteration 17Q: 3 clusters Score -5869462 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5869677.500000 Penalty: 5498.593262
	Iteration 18Q: 3 clusters Score -5869678 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5869900.500000 Penalty: 5498.593262
	Iteration 19Q: 3 clusters Score -5869900 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5870142.000000 Penalty: 5498.593262
	Iteration 20F: 3 clusters Score -5870142 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5870447.000000 Penalty: 5498.593262
	Iteration 21Q: 3 clusters Score -5870447 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5870775.000000 Penalty: 5498.593262
	Iteration 22Q: 3 clusters Score -5870775 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5871068.000000 Penalty: 5498.593262
	Iteration 23Q: 3 clusters Score -5871068 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -5871400.000000 Penalty: 5498.593262
	Iteration 24Q: 3 clusters Score -5871400 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -5871762.000000 Penalty: 5498.593262
	Iteration 25Q: 3 clusters Score -5871762 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -5872191.500000 Penalty: 5498.593262
	Iteration 26Q: 3 clusters Score -5872192 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -5872595.000000 Penalty: 5498.593262
	Iteration 27Q: 3 clusters Score -5872595 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -5873077.500000 Penalty: 5498.593262
	Iteration 28Q: 3 clusters Score -5873078 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -5873564.000000 Penalty: 5498.593262
	Iteration 29Q: 3 clusters Score -5873564 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -5874037.500000 Penalty: 5498.593262
	Iteration 30Q: 3 clusters Score -5874038 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -5874479.000000 Penalty: 5498.593262
	Iteration 31Q: 3 clusters Score -5874479 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -5874975.500000 Penalty: 5498.593262
	Iteration 32Q: 3 clusters Score -5874976 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -5875437.000000 Penalty: 5498.593262
	Iteration 33Q: 3 clusters Score -5875437 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -5875828.500000 Penalty: 5498.593262
	Iteration 34Q: 3 clusters Score -5875828 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -5876231.500000 Penalty: 5498.593262
	Iteration 35Q: 3 clusters Score -5876232 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -5876547.000000 Penalty: 5498.593262
	Iteration 36Q: 3 clusters Score -5876547 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -5876818.500000 Penalty: 5498.593262
	Iteration 37Q: 3 clusters Score -5876818 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -5877029.000000 Penalty: 5498.593262
	Iteration 38Q: 3 clusters Score -5877029 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -5877244.500000 Penalty: 5498.593262
	Iteration 39Q: 3 clusters Score -5877244 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -5877360.000000 Penalty: 5498.593262
	Iteration 40F: 3 clusters Score -5877360 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -5877487.500000 Penalty: 5498.593262
	Iteration 41Q: 3 clusters Score -5877488 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -5877588.500000 Penalty: 5498.593262
	Iteration 42Q: 3 clusters Score -5877588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -5877676.500000 Penalty: 5498.593262
	Iteration 43Q: 3 clusters Score -5877676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -5877724.000000 Penalty: 5498.593262
	Iteration 44Q: 3 clusters Score -5877724 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -5877751.500000 Penalty: 5498.593262
	Iteration 45Q: 3 clusters Score -5877752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -5877798.000000 Penalty: 5498.593262
	Iteration 46Q: 3 clusters Score -5877798 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -5877849.500000 Penalty: 5498.593262
	Iteration 47Q: 3 clusters Score -5877850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -5877899.500000 Penalty: 5498.593262
	Iteration 48Q: 3 clusters Score -5877900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -5877932.000000 Penalty: 5498.593262
	Iteration 49Q: 3 clusters Score -5877932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -5877926.500000 Penalty: 5498.593262
	Iteration 50Q: 3 clusters Score -5877926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -5877952.000000 Penalty: 5498.593262
	Iteration 51Q: 3 clusters Score -5877952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -5877985.500000 Penalty: 5498.593262
	Iteration 52Q: 3 clusters Score -5877986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -5877997.000000 Penalty: 5498.593262
	Iteration 53Q: 3 clusters Score -5877997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -5878009.500000 Penalty: 5498.593262
	Iteration 54Q: 3 clusters Score -5878010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -5878037.000000 Penalty: 5498.593262
	Iteration 55Q: 3 clusters Score -5878037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -5878041.500000 Penalty: 5498.593262
	Iteration 56Q: 3 clusters Score -5878042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -5878047.500000 Penalty: 5498.593262
	Iteration 57Q: 3 clusters Score -5878048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -5878049.500000 Penalty: 5498.593262
	Iteration 58Q: 3 clusters Score -5878050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -5878060.000000 Penalty: 5498.593262
	Iteration 59Q: 3 clusters Score -5878060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -5878059.500000 Penalty: 5498.593262
	Iteration 60F: 3 clusters Score -5878060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -5878067.000000 Penalty: 5498.593262
	Iteration 61Q: 3 clusters Score -5878067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -5878080.000000 Penalty: 5498.593262
	Iteration 62Q: 3 clusters Score -5878080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -5878081.000000 Penalty: 5498.593262
	Iteration 63Q: 3 clusters Score -5878081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -5878086.500000 Penalty: 5498.593262
	Iteration 64Q: 3 clusters Score -5878086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -5878086.500000 Penalty: 5498.593262
	Iteration 65Q: 3 clusters Score -5878086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -5878076.000000 Penalty: 5498.593262
	Iteration 66Q: 3 clusters Score -5878076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -5878084.000000 Penalty: 5498.593262
	Iteration 67Q: 3 clusters Score -5878084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -5878092.500000 Penalty: 5498.593262
	Iteration 68Q: 3 clusters Score -5878092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -5878110.000000 Penalty: 5498.593262
	Iteration 69Q: 3 clusters Score -5878110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -5878113.500000 Penalty: 5498.593262
	Iteration 70Q: 3 clusters Score -5878114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -5878117.000000 Penalty: 5498.593262
	Iteration 71Q: 3 clusters Score -5878117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -5878124.000000 Penalty: 5498.593262
	Iteration 72Q: 3 clusters Score -5878124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -5878131.000000 Penalty: 5498.593262
	Iteration 73Q: 3 clusters Score -5878131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -5878132.000000 Penalty: 5498.593262
	Iteration 74Q: 3 clusters Score -5878132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -5878126.500000 Penalty: 5498.593262
	Iteration 75Q: 3 clusters Score -5878126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -5878128.500000 Penalty: 5498.593262
	Iteration 76Q: 3 clusters Score -5878128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -5878127.000000 Penalty: 5498.593262
	Iteration 77Q: 3 clusters Score -5878127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -5878124.000000 Penalty: 5498.593262
	Iteration 78Q: 3 clusters Score -5878124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -5878122.000000 Penalty: 5498.593262
	Iteration 79Q: 3 clusters Score -5878122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -5878125.500000 Penalty: 5498.593262
	Iteration 80F: 3 clusters Score -5878126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -5878127.000000 Penalty: 5498.593262
	Iteration 81Q: 3 clusters Score -5878127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -5878129.500000 Penalty: 5498.593262
	Iteration 82Q: 3 clusters Score -5878130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -5878129.500000 Penalty: 5498.593262
	Iteration 83F: 3 clusters Score -5878130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Entering Unmasked Estep 
Score: -1875783.875000 Penalty: 2469.859619
	Iteration 0F: 2 clusters Score -1875784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1860993.000000 Penalty: 4939.719238
	Iteration 0F: 3 clusters Score -1860993 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1865812.375000 Penalty: 4939.719238
	Iteration 1F: 3 clusters Score -1865812 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1866216.500000 Penalty: 4939.719238
	Iteration 2F: 3 clusters Score -1866216 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1866606.000000 Penalty: 4939.719238
	Iteration 3Q: 3 clusters Score -1866606 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1867046.500000 Penalty: 4939.719238
	Iteration 4Q: 3 clusters Score -1867046 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1867562.750000 Penalty: 4939.719238
	Iteration 5Q: 3 clusters Score -1867563 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1868098.750000 Penalty: 4939.719238
	Iteration 6Q: 3 clusters Score -1868099 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1868707.625000 Penalty: 4939.719238
	Iteration 7Q: 3 clusters Score -1868708 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1869344.750000 Penalty: 4939.719238
	Iteration 8Q: 3 clusters Score -1869345 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1869949.750000 Penalty: 4939.719238
	Iteration 9Q: 3 clusters Score -1869950 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1870511.625000 Penalty: 4939.719238
	Iteration 10Q: 3 clusters Score -1870512 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1870930.000000 Penalty: 4939.719238
	Iteration 11Q: 3 clusters Score -1870930 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1871230.250000 Penalty: 4939.719238
	Iteration 12Q: 3 clusters Score -1871230 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1871409.000000 Penalty: 4939.719238
	Iteration 13Q: 3 clusters Score -1871409 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1871543.375000 Penalty: 4939.719238
	Iteration 14Q: 3 clusters Score -1871543 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1871664.000000 Penalty: 4939.719238
	Iteration 15Q: 3 clusters Score -1871664 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1871747.125000 Penalty: 4939.719238
	Iteration 16Q: 3 clusters Score -1871747 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1871819.000000 Penalty: 4939.719238
	Iteration 17Q: 3 clusters Score -1871819 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1871902.500000 Penalty: 4939.719238
	Iteration 18Q: 3 clusters Score -1871902 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1871980.375000 Penalty: 4939.719238
	Iteration 19Q: 3 clusters Score -1871980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1872043.500000 Penalty: 4939.719238
	Iteration 20F: 3 clusters Score -1872044 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1872118.750000 Penalty: 4939.719238
	Iteration 21Q: 3 clusters Score -1872119 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1872183.625000 Penalty: 4939.719238
	Iteration 22Q: 3 clusters Score -1872184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1872241.875000 Penalty: 4939.719238
	Iteration 23Q: 3 clusters Score -1872242 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1872310.625000 Penalty: 4939.719238
	Iteration 24Q: 3 clusters Score -1872311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1872374.000000 Penalty: 4939.719238
	Iteration 25Q: 3 clusters Score -1872374 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1872437.750000 Penalty: 4939.719238
	Iteration 26Q: 3 clusters Score -1872438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1872501.875000 Penalty: 4939.719238
	Iteration 27Q: 3 clusters Score -1872502 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1872570.250000 Penalty: 4939.719238
	Iteration 28Q: 3 clusters Score -1872570 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1872630.250000 Penalty: 4939.719238
	Iteration 29Q: 3 clusters Score -1872630 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1872690.250000 Penalty: 4939.719238
	Iteration 30Q: 3 clusters Score -1872690 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1872738.625000 Penalty: 4939.719238
	Iteration 31Q: 3 clusters Score -1872739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1872786.375000 Penalty: 4939.719238
	Iteration 32Q: 3 clusters Score -1872786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1872827.500000 Penalty: 4939.719238
	Iteration 33Q: 3 clusters Score -1872828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1872873.000000 Penalty: 4939.719238
	Iteration 34Q: 3 clusters Score -1872873 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1872901.875000 Penalty: 4939.719238
	Iteration 35Q: 3 clusters Score -1872902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1872939.000000 Penalty: 4939.719238
	Iteration 36Q: 3 clusters Score -1872939 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1872971.250000 Penalty: 4939.719238
	Iteration 37Q: 3 clusters Score -1872971 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1873016.500000 Penalty: 4939.719238
	Iteration 38Q: 3 clusters Score -1873016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1873057.750000 Penalty: 4939.719238
	Iteration 39Q: 3 clusters Score -1873058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1873103.250000 Penalty: 4939.719238
	Iteration 40F: 3 clusters Score -1873103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1873142.500000 Penalty: 4939.719238
	Iteration 41Q: 3 clusters Score -1873142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1873166.125000 Penalty: 4939.719238
	Iteration 42Q: 3 clusters Score -1873166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1873203.625000 Penalty: 4939.719238
	Iteration 43Q: 3 clusters Score -1873204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1873225.875000 Penalty: 4939.719238
	Iteration 44Q: 3 clusters Score -1873226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1873266.250000 Penalty: 4939.719238
	Iteration 45Q: 3 clusters Score -1873266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1873293.750000 Penalty: 4939.719238
	Iteration 46Q: 3 clusters Score -1873294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1873326.500000 Penalty: 4939.719238
	Iteration 47Q: 3 clusters Score -1873326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1873355.250000 Penalty: 4939.719238
	Iteration 48Q: 3 clusters Score -1873355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1873374.125000 Penalty: 4939.719238
	Iteration 49Q: 3 clusters Score -1873374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1873389.125000 Penalty: 4939.719238
	Iteration 50Q: 3 clusters Score -1873389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1873404.625000 Penalty: 4939.719238
	Iteration 51Q: 3 clusters Score -1873405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1873422.875000 Penalty: 4939.719238
	Iteration 52Q: 3 clusters Score -1873423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1873442.625000 Penalty: 4939.719238
	Iteration 53Q: 3 clusters Score -1873443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1873457.375000 Penalty: 4939.719238
	Iteration 54Q: 3 clusters Score -1873457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1873475.250000 Penalty: 4939.719238
	Iteration 55Q: 3 clusters Score -1873475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1873485.500000 Penalty: 4939.719238
	Iteration 56Q: 3 clusters Score -1873486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1873504.375000 Penalty: 4939.719238
	Iteration 57Q: 3 clusters Score -1873504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1873518.250000 Penalty: 4939.719238
	Iteration 58Q: 3 clusters Score -1873518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1873537.125000 Penalty: 4939.719238
	Iteration 59Q: 3 clusters Score -1873537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1873543.625000 Penalty: 4939.719238
	Iteration 60F: 3 clusters Score -1873544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1873556.000000 Penalty: 4939.719238
	Iteration 61Q: 3 clusters Score -1873556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1873562.750000 Penalty: 4939.719238
	Iteration 62Q: 3 clusters Score -1873563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1873565.500000 Penalty: 4939.719238
	Iteration 63Q: 3 clusters Score -1873566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1873570.375000 Penalty: 4939.719238
	Iteration 64Q: 3 clusters Score -1873570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1873572.625000 Penalty: 4939.719238
	Iteration 65Q: 3 clusters Score -1873573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1873580.000000 Penalty: 4939.719238
	Iteration 66Q: 3 clusters Score -1873580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1873583.000000 Penalty: 4939.719238
	Iteration 67Q: 3 clusters Score -1873583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1873580.000000 Penalty: 4939.719238
	Iteration 68Q: 3 clusters Score -1873580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1873581.750000 Penalty: 4939.719238
	Iteration 69Q: 3 clusters Score -1873582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1873582.375000 Penalty: 4939.719238
	Iteration 70Q: 3 clusters Score -1873582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1873588.000000 Penalty: 4939.719238
	Iteration 71Q: 3 clusters Score -1873588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1873588.500000 Penalty: 4939.719238
	Iteration 72Q: 3 clusters Score -1873588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1873590.375000 Penalty: 4939.719238
	Iteration 73Q: 3 clusters Score -1873590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1873591.625000 Penalty: 4939.719238
	Iteration 74Q: 3 clusters Score -1873592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1873592.125000 Penalty: 4939.719238
	Iteration 75Q: 3 clusters Score -1873592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1873593.250000 Penalty: 4939.719238
	Iteration 76Q: 3 clusters Score -1873593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1873597.625000 Penalty: 4939.719238
	Iteration 77Q: 3 clusters Score -1873598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1873597.000000 Penalty: 4939.719238
	Iteration 78Q: 3 clusters Score -1873597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1873599.625000 Penalty: 4939.719238
	Iteration 79Q: 3 clusters Score -1873600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1873608.875000 Penalty: 4939.719238
	Iteration 80F: 3 clusters Score -1873609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1873618.000000 Penalty: 4939.719238
	Iteration 81Q: 3 clusters Score -1873618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1873623.750000 Penalty: 4939.719238
	Iteration 82Q: 3 clusters Score -1873624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1873626.000000 Penalty: 4939.719238
	Iteration 83Q: 3 clusters Score -1873626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1873627.875000 Penalty: 4939.719238
	Iteration 84Q: 3 clusters Score -1873628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1873628.750000 Penalty: 4939.719238
	Iteration 85Q: 3 clusters Score -1873629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1873628.750000 Penalty: 4939.719238
	Iteration 86F: 3 clusters Score -1873629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Entering Unmasked Estep 
Score: -2167444.000000 Penalty: 2501.363281
	Iteration 0F: 2 clusters Score -2167444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2150787.750000 Penalty: 5002.726562
	Iteration 0F: 3 clusters Score -2150788 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2156717.500000 Penalty: 5002.726562
	Iteration 1F: 3 clusters Score -2156718 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2157218.750000 Penalty: 5002.726562
	Iteration 2F: 3 clusters Score -2157219 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2157735.250000 Penalty: 5002.726562
	Iteration 3Q: 3 clusters Score -2157735 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2158253.250000 Penalty: 5002.726562
	Iteration 4Q: 3 clusters Score -2158253 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2158816.500000 Penalty: 5002.726562
	Iteration 5F: 3 clusters Score -2158816 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2159431.500000 Penalty: 5002.726562
	Iteration 6F: 3 clusters Score -2159432 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2160162.000000 Penalty: 5002.726562
	Iteration 7F: 3 clusters Score -2160162 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2161097.500000 Penalty: 5002.726562
	Iteration 8F: 3 clusters Score -2161098 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2162120.500000 Penalty: 5002.726562
	Iteration 9F: 3 clusters Score -2162120 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2163193.500000 Penalty: 5002.726562
	Iteration 10F: 3 clusters Score -2163194 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2164027.750000 Penalty: 5002.726562
	Iteration 11Q: 3 clusters Score -2164028 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2164623.500000 Penalty: 5002.726562
	Iteration 12Q: 3 clusters Score -2164624 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2164962.750000 Penalty: 5002.726562
	Iteration 13Q: 3 clusters Score -2164963 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2165143.250000 Penalty: 5002.726562
	Iteration 14Q: 3 clusters Score -2165143 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2165252.750000 Penalty: 5002.726562
	Iteration 15Q: 3 clusters Score -2165253 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2165337.500000 Penalty: 5002.726562
	Iteration 16Q: 3 clusters Score -2165338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2165398.250000 Penalty: 5002.726562
	Iteration 17Q: 3 clusters Score -2165398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2165441.500000 Penalty: 5002.726562
	Iteration 18Q: 3 clusters Score -2165442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2165471.250000 Penalty: 5002.726562
	Iteration 19Q: 3 clusters Score -2165471 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2165511.000000 Penalty: 5002.726562
	Iteration 20F: 3 clusters Score -2165511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2165527.750000 Penalty: 5002.726562
	Iteration 21Q: 3 clusters Score -2165528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2165544.000000 Penalty: 5002.726562
	Iteration 22Q: 3 clusters Score -2165544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2165563.000000 Penalty: 5002.726562
	Iteration 23Q: 3 clusters Score -2165563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2165575.750000 Penalty: 5002.726562
	Iteration 24Q: 3 clusters Score -2165576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2165594.500000 Penalty: 5002.726562
	Iteration 25Q: 3 clusters Score -2165594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2165602.500000 Penalty: 5002.726562
	Iteration 26Q: 3 clusters Score -2165602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2165603.750000 Penalty: 5002.726562
	Iteration 27Q: 3 clusters Score -2165604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2165610.000000 Penalty: 5002.726562
	Iteration 28Q: 3 clusters Score -2165610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2165618.750000 Penalty: 5002.726562
	Iteration 29Q: 3 clusters Score -2165619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2165624.000000 Penalty: 5002.726562
	Iteration 30Q: 3 clusters Score -2165624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2165630.250000 Penalty: 5002.726562
	Iteration 31Q: 3 clusters Score -2165630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2165634.000000 Penalty: 5002.726562
	Iteration 32Q: 3 clusters Score -2165634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2165635.750000 Penalty: 5002.726562
	Iteration 33Q: 3 clusters Score -2165636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2165638.250000 Penalty: 5002.726562
	Iteration 34Q: 3 clusters Score -2165638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2165639.000000 Penalty: 5002.726562
	Iteration 35Q: 3 clusters Score -2165639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2165639.000000 Penalty: 5002.726562
	Iteration 36F: 3 clusters Score -2165639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -167627.218750 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -167627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -164989.625000 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -164989.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -165524.546875 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -165524.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -165712.281250 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -165712.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165807.031250 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -165807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165862.250000 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -165862.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -165912.156250 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -165912.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -165957.343750 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -165957.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -166007.921875 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -166007.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -166036.234375 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -166036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166078.171875 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -166078.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166119.828125 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -166119.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -166155.765625 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -166155.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -166188.250000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -166188.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -166206.937500 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -166206.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166220.765625 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -166220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -166225.906250 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -166225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166231.515625 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -166231.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -166236.046875 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -166236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166245.281250 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -166245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166254.609375 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -166254.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166274.718750 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -166274.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -166292.906250 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -166292.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166314.296875 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -166314.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -166332.765625 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -166332.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -166345.984375 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -166346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166362.421875 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -166362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -166374.796875 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -166374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166388.421875 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -166388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166397.671875 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -166397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166403.640625 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -166403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166405.937500 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -166405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166407.031250 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -166407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166409.406250 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -166409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166411.062500 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -166411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166412.218750 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -166412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -166412.546875 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -166412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166412.984375 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -166413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166412.984375 Penalty: 3784.227051
	Iteration 37F: 3 clusters Score -166413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Entering Unmasked Estep 
Score: -6070742.000000 Penalty: 2757.969727
	Iteration 0F: 2 clusters Score -6070742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -6025336.000000 Penalty: 5515.939453
	Iteration 0F: 3 clusters Score -6025336 nChanged 31594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -6042992.500000 Penalty: 5515.939453
	Iteration 1F: 3 clusters Score -6042992 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -6043841.500000 Penalty: 5515.939453
	Iteration 2Q: 3 clusters Score -6043842 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6045013.500000 Penalty: 5515.939453
	Iteration 3Q: 3 clusters Score -6045014 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -6046856.000000 Penalty: 5515.939453
	Iteration 4F: 3 clusters Score -6046856 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -6049704.000000 Penalty: 5515.939453
	Iteration 5F: 3 clusters Score -6049704 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -6053790.500000 Penalty: 5515.939453
	Iteration 6F: 3 clusters Score -6053790 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -6058661.500000 Penalty: 5515.939453
	Iteration 7F: 3 clusters Score -6058662 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -6062855.000000 Penalty: 5515.939453
	Iteration 8F: 3 clusters Score -6062855 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6065446.000000 Penalty: 5515.939453
	Iteration 9Q: 3 clusters Score -6065446 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -6066847.500000 Penalty: 5515.939453
	Iteration 10Q: 3 clusters Score -6066848 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -6067490.500000 Penalty: 5515.939453
	Iteration 11Q: 3 clusters Score -6067490 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -6067919.500000 Penalty: 5515.939453
	Iteration 12Q: 3 clusters Score -6067920 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6068278.500000 Penalty: 5515.939453
	Iteration 13Q: 3 clusters Score -6068278 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6068548.000000 Penalty: 5515.939453
	Iteration 14Q: 3 clusters Score -6068548 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6068805.500000 Penalty: 5515.939453
	Iteration 15Q: 3 clusters Score -6068806 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6068953.500000 Penalty: 5515.939453
	Iteration 16Q: 3 clusters Score -6068954 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6069095.500000 Penalty: 5515.939453
	Iteration 17Q: 3 clusters Score -6069096 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6069238.500000 Penalty: 5515.939453
	Iteration 18Q: 3 clusters Score -6069238 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6069324.500000 Penalty: 5515.939453
	Iteration 19Q: 3 clusters Score -6069324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6069368.000000 Penalty: 5515.939453
	Iteration 20F: 3 clusters Score -6069368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6069429.000000 Penalty: 5515.939453
	Iteration 21Q: 3 clusters Score -6069429 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6069430.500000 Penalty: 5515.939453
	Iteration 22Q: 3 clusters Score -6069430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6069477.500000 Penalty: 5515.939453
	Iteration 23Q: 3 clusters Score -6069478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6069510.000000 Penalty: 5515.939453
	Iteration 24Q: 3 clusters Score -6069510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6069508.500000 Penalty: 5515.939453
	Iteration 25Q: 3 clusters Score -6069508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6069525.500000 Penalty: 5515.939453
	Iteration 26Q: 3 clusters Score -6069526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6069531.000000 Penalty: 5515.939453
	Iteration 27Q: 3 clusters Score -6069531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6069544.500000 Penalty: 5515.939453
	Iteration 28Q: 3 clusters Score -6069544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6069543.500000 Penalty: 5515.939453
	Iteration 29Q: 3 clusters Score -6069544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6069559.500000 Penalty: 5515.939453
	Iteration 30Q: 3 clusters Score -6069560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6069565.500000 Penalty: 5515.939453
	Iteration 31Q: 3 clusters Score -6069566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6069570.500000 Penalty: 5515.939453
	Iteration 32Q: 3 clusters Score -6069570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6069573.000000 Penalty: 5515.939453
	Iteration 33Q: 3 clusters Score -6069573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6069567.000000 Penalty: 5515.939453
	Iteration 34Q: 3 clusters Score -6069567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6069579.500000 Penalty: 5515.939453
	Iteration 35Q: 3 clusters Score -6069580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6069569.500000 Penalty: 5515.939453
	Iteration 36Q: 3 clusters Score -6069570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6069577.500000 Penalty: 5515.939453
	Iteration 37Q: 3 clusters Score -6069578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6069588.000000 Penalty: 5515.939453
	Iteration 38Q: 3 clusters Score -6069588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6069584.000000 Penalty: 5515.939453
	Iteration 39Q: 3 clusters Score -6069584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6069595.500000 Penalty: 5515.939453
	Iteration 40F: 3 clusters Score -6069596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6069598.500000 Penalty: 5515.939453
	Iteration 41Q: 3 clusters Score -6069598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6069601.000000 Penalty: 5515.939453
	Iteration 42Q: 3 clusters Score -6069601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6069605.000000 Penalty: 5515.939453
	Iteration 43Q: 3 clusters Score -6069605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6069612.500000 Penalty: 5515.939453
	Iteration 44Q: 3 clusters Score -6069612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6069620.000000 Penalty: 5515.939453
	Iteration 45Q: 3 clusters Score -6069620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6069631.000000 Penalty: 5515.939453
	Iteration 46Q: 3 clusters Score -6069631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6069629.500000 Penalty: 5515.939453
	Iteration 47Q: 3 clusters Score -6069630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6069624.000000 Penalty: 5515.939453
	Iteration 48Q: 3 clusters Score -6069624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6069624.500000 Penalty: 5515.939453
	Iteration 49Q: 3 clusters Score -6069624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6069627.500000 Penalty: 5515.939453
	Iteration 50Q: 3 clusters Score -6069628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6069627.500000 Penalty: 5515.939453
	Iteration 51F: 3 clusters Score -6069628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Entering Unmasked Estep 
Score: -13803904.000000 Penalty: 2961.689453
	Iteration 0F: 2 clusters Score -1.38039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -13700969.000000 Penalty: 5923.378906
	Iteration 0F: 3 clusters Score -1.370097e+07 nChanged 73315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -13743712.000000 Penalty: 5923.378906
	Iteration 1F: 3 clusters Score -1.374371e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -13744930.000000 Penalty: 5923.378906
	Iteration 2Q: 3 clusters Score -1.374493e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -13746235.000000 Penalty: 5923.378906
	Iteration 3Q: 3 clusters Score -1.374624e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -13748243.000000 Penalty: 5923.378906
	Iteration 4Q: 3 clusters Score -1.374824e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -13751270.000000 Penalty: 5923.378906
	Iteration 5Q: 3 clusters Score -1.375127e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -13755557.000000 Penalty: 5923.378906
	Iteration 6F: 3 clusters Score -1.375556e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -13761495.000000 Penalty: 5923.378906
	Iteration 7F: 3 clusters Score -1.37615e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -13769188.000000 Penalty: 5923.378906
	Iteration 8F: 3 clusters Score -1.376919e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -13777320.000000 Penalty: 5923.378906
	Iteration 9F: 3 clusters Score -1.377732e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -13783668.000000 Penalty: 5923.378906
	Iteration 10F: 3 clusters Score -1.378367e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -13787920.000000 Penalty: 5923.378906
	Iteration 11Q: 3 clusters Score -1.378792e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136707 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -13791208.000000 Penalty: 5923.378906
	Iteration 12Q: 3 clusters Score -1.379121e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -13793477.000000 Penalty: 5923.378906
	Iteration 13Q: 3 clusters Score -1.379348e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -13795323.000000 Penalty: 5923.378906
	Iteration 14Q: 3 clusters Score -1.379532e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -13796663.000000 Penalty: 5923.378906
	Iteration 15Q: 3 clusters Score -1.379666e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147266 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -13797862.000000 Penalty: 5923.378906
	Iteration 16Q: 3 clusters Score -1.379786e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -13798845.000000 Penalty: 5923.378906
	Iteration 17Q: 3 clusters Score -1.379884e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150037 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -13799609.000000 Penalty: 5923.378906
	Iteration 18Q: 3 clusters Score -1.379961e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -13800146.000000 Penalty: 5923.378906
	Iteration 19Q: 3 clusters Score -1.380015e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -13800474.000000 Penalty: 5923.378906
	Iteration 20F: 3 clusters Score -1.380047e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13800683.000000 Penalty: 5923.378906
	Iteration 21Q: 3 clusters Score -1.380068e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152118 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13800861.000000 Penalty: 5923.378906
	Iteration 22Q: 3 clusters Score -1.380086e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13800954.000000 Penalty: 5923.378906
	Iteration 23Q: 3 clusters Score -1.380095e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13801019.000000 Penalty: 5923.378906
	Iteration 24Q: 3 clusters Score -1.380102e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13801083.000000 Penalty: 5923.378906
	Iteration 25Q: 3 clusters Score -1.380108e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152597 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13801110.000000 Penalty: 5923.378906
	Iteration 26Q: 3 clusters Score -1.380111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13801136.000000 Penalty: 5923.378906
	Iteration 27Q: 3 clusters Score -1.380114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13801191.000000 Penalty: 5923.378906
	Iteration 28Q: 3 clusters Score -1.380119e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13801222.000000 Penalty: 5923.378906
	Iteration 29Q: 3 clusters Score -1.380122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152741 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13801251.000000 Penalty: 5923.378906
	Iteration 30Q: 3 clusters Score -1.380125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13801269.000000 Penalty: 5923.378906
	Iteration 31Q: 3 clusters Score -1.380127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152784 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13801289.000000 Penalty: 5923.378906
	Iteration 32Q: 3 clusters Score -1.380129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13801292.000000 Penalty: 5923.378906
	Iteration 33Q: 3 clusters Score -1.380129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13801304.000000 Penalty: 5923.378906
	Iteration 34Q: 3 clusters Score -1.38013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13801313.000000 Penalty: 5923.378906
	Iteration 35Q: 3 clusters Score -1.380131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13801304.000000 Penalty: 5923.378906
	Iteration 36Q: 3 clusters Score -1.38013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13801313.000000 Penalty: 5923.378906
	Iteration 37Q: 3 clusters Score -1.380131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13801311.000000 Penalty: 5923.378906
	Iteration 38Q: 3 clusters Score -1.380131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152864 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13801319.000000 Penalty: 5923.378906
	Iteration 39Q: 3 clusters Score -1.380132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13801330.000000 Penalty: 5923.378906
	Iteration 40F: 3 clusters Score -1.380133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152872 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13801330.000000 Penalty: 5923.378906
	Iteration 41Q: 3 clusters Score -1.380133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152876 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13801328.000000 Penalty: 5923.378906
	Iteration 42Q: 3 clusters Score -1.380133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152877 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13801331.000000 Penalty: 5923.378906
	Iteration 43Q: 3 clusters Score -1.380133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152878 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13801326.000000 Penalty: 5923.378906
	Iteration 44Q: 3 clusters Score -1.380133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13801332.000000 Penalty: 5923.378906
	Iteration 45Q: 3 clusters Score -1.380133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13801332.000000 Penalty: 5923.378906
	Iteration 46F: 3 clusters Score -1.380133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Entering Unmasked Estep 
Score: -2167900.500000 Penalty: 2514.382324
	Iteration 0F: 2 clusters Score -2167900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2150341.000000 Penalty: 5028.764648
	Iteration 0F: 3 clusters Score -2150341 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2156551.750000 Penalty: 5028.764648
	Iteration 1F: 3 clusters Score -2156552 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2157054.750000 Penalty: 5028.764648
	Iteration 2F: 3 clusters Score -2157055 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2157562.500000 Penalty: 5028.764648
	Iteration 3Q: 3 clusters Score -2157562 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2158150.000000 Penalty: 5028.764648
	Iteration 4Q: 3 clusters Score -2158150 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2158874.500000 Penalty: 5028.764648
	Iteration 5F: 3 clusters Score -2158874 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2159795.500000 Penalty: 5028.764648
	Iteration 6F: 3 clusters Score -2159796 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2160943.250000 Penalty: 5028.764648
	Iteration 7F: 3 clusters Score -2160943 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2162229.250000 Penalty: 5028.764648
	Iteration 8F: 3 clusters Score -2162229 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2163483.500000 Penalty: 5028.764648
	Iteration 9F: 3 clusters Score -2163484 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2164662.250000 Penalty: 5028.764648
	Iteration 10Q: 3 clusters Score -2164662 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2165511.000000 Penalty: 5028.764648
	Iteration 11Q: 3 clusters Score -2165511 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2165843.500000 Penalty: 5028.764648
	Iteration 12Q: 3 clusters Score -2165844 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2165969.000000 Penalty: 5028.764648
	Iteration 13Q: 3 clusters Score -2165969 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2166037.250000 Penalty: 5028.764648
	Iteration 14Q: 3 clusters Score -2166037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2166086.000000 Penalty: 5028.764648
	Iteration 15Q: 3 clusters Score -2166086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2166117.750000 Penalty: 5028.764648
	Iteration 16Q: 3 clusters Score -2166118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2166140.500000 Penalty: 5028.764648
	Iteration 17Q: 3 clusters Score -2166140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2166153.250000 Penalty: 5028.764648
	Iteration 18Q: 3 clusters Score -2166153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2166163.000000 Penalty: 5028.764648
	Iteration 19Q: 3 clusters Score -2166163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2166172.000000 Penalty: 5028.764648
	Iteration 20F: 3 clusters Score -2166172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2166172.250000 Penalty: 5028.764648
	Iteration 21Q: 3 clusters Score -2166172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2166179.750000 Penalty: 5028.764648
	Iteration 22Q: 3 clusters Score -2166180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2166183.750000 Penalty: 5028.764648
	Iteration 23Q: 3 clusters Score -2166184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2166187.750000 Penalty: 5028.764648
	Iteration 24Q: 3 clusters Score -2166188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2166188.750000 Penalty: 5028.764648
	Iteration 25Q: 3 clusters Score -2166189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2166194.750000 Penalty: 5028.764648
	Iteration 26Q: 3 clusters Score -2166195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2166199.500000 Penalty: 5028.764648
	Iteration 27Q: 3 clusters Score -2166200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2166200.750000 Penalty: 5028.764648
	Iteration 28Q: 3 clusters Score -2166201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2166200.250000 Penalty: 5028.764648
	Iteration 29Q: 3 clusters Score -2166200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2166200.500000 Penalty: 5028.764648
	Iteration 30Q: 3 clusters Score -2166200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2166202.000000 Penalty: 5028.764648
	Iteration 31Q: 3 clusters Score -2166202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2166201.250000 Penalty: 5028.764648
	Iteration 32Q: 3 clusters Score -2166201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2166203.500000 Penalty: 5028.764648
	Iteration 33Q: 3 clusters Score -2166204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2166205.750000 Penalty: 5028.764648
	Iteration 34Q: 3 clusters Score -2166206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2166206.000000 Penalty: 5028.764648
	Iteration 35Q: 3 clusters Score -2166206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2166206.250000 Penalty: 5028.764648
	Iteration 36Q: 3 clusters Score -2166206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2166205.000000 Penalty: 5028.764648
	Iteration 37Q: 3 clusters Score -2166205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2166207.000000 Penalty: 5028.764648
	Iteration 38Q: 3 clusters Score -2166207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2166207.000000 Penalty: 5028.764648
	Iteration 39F: 3 clusters Score -2166207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Entering Unmasked Estep 
Score: -1999459.875000 Penalty: 2488.603271
	Iteration 0F: 2 clusters Score -1999460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1983630.375000 Penalty: 4977.206543
	Iteration 0F: 3 clusters Score -1983630 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1989217.500000 Penalty: 4977.206543
	Iteration 1F: 3 clusters Score -1989218 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1989858.125000 Penalty: 4977.206543
	Iteration 2F: 3 clusters Score -1989858 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1990583.500000 Penalty: 4977.206543
	Iteration 3F: 3 clusters Score -1990584 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1991383.250000 Penalty: 4977.206543
	Iteration 4F: 3 clusters Score -1991383 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1992254.250000 Penalty: 4977.206543
	Iteration 5F: 3 clusters Score -1992254 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1993033.000000 Penalty: 4977.206543
	Iteration 6F: 3 clusters Score -1993033 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1993631.125000 Penalty: 4977.206543
	Iteration 7Q: 3 clusters Score -1993631 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1994085.500000 Penalty: 4977.206543
	Iteration 8Q: 3 clusters Score -1994086 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1994465.375000 Penalty: 4977.206543
	Iteration 9Q: 3 clusters Score -1994465 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1994824.875000 Penalty: 4977.206543
	Iteration 10Q: 3 clusters Score -1994825 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1995231.750000 Penalty: 4977.206543
	Iteration 11Q: 3 clusters Score -1995232 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1995633.750000 Penalty: 4977.206543
	Iteration 12Q: 3 clusters Score -1995634 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1996051.000000 Penalty: 4977.206543
	Iteration 13Q: 3 clusters Score -1996051 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1996434.125000 Penalty: 4977.206543
	Iteration 14Q: 3 clusters Score -1996434 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1996748.750000 Penalty: 4977.206543
	Iteration 15Q: 3 clusters Score -1996749 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1996961.250000 Penalty: 4977.206543
	Iteration 16Q: 3 clusters Score -1996961 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1997076.500000 Penalty: 4977.206543
	Iteration 17Q: 3 clusters Score -1997076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1997144.000000 Penalty: 4977.206543
	Iteration 18Q: 3 clusters Score -1997144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1997189.625000 Penalty: 4977.206543
	Iteration 19Q: 3 clusters Score -1997190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1997222.125000 Penalty: 4977.206543
	Iteration 20F: 3 clusters Score -1997222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1997243.875000 Penalty: 4977.206543
	Iteration 21Q: 3 clusters Score -1997244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1997263.625000 Penalty: 4977.206543
	Iteration 22Q: 3 clusters Score -1997264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1997283.125000 Penalty: 4977.206543
	Iteration 23Q: 3 clusters Score -1997283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1997291.500000 Penalty: 4977.206543
	Iteration 24Q: 3 clusters Score -1997292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -1997296.625000 Penalty: 4977.206543
	Iteration 25Q: 3 clusters Score -1997297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -1997305.625000 Penalty: 4977.206543
	Iteration 26Q: 3 clusters Score -1997306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1997313.375000 Penalty: 4977.206543
	Iteration 27Q: 3 clusters Score -1997313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1997318.125000 Penalty: 4977.206543
	Iteration 28Q: 3 clusters Score -1997318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1997321.500000 Penalty: 4977.206543
	Iteration 29Q: 3 clusters Score -1997322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1997322.000000 Penalty: 4977.206543
	Iteration 30Q: 3 clusters Score -1997322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1997330.875000 Penalty: 4977.206543
	Iteration 31Q: 3 clusters Score -1997331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1997331.750000 Penalty: 4977.206543
	Iteration 32Q: 3 clusters Score -1997332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1997335.750000 Penalty: 4977.206543
	Iteration 33Q: 3 clusters Score -1997336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1997344.500000 Penalty: 4977.206543
	Iteration 34Q: 3 clusters Score -1997344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1997345.375000 Penalty: 4977.206543
	Iteration 35Q: 3 clusters Score -1997345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -1997344.875000 Penalty: 4977.206543
	Iteration 36Q: 3 clusters Score -1997345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -1997343.500000 Penalty: 4977.206543
	Iteration 37Q: 3 clusters Score -1997344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -1997344.250000 Penalty: 4977.206543
	Iteration 38Q: 3 clusters Score -1997344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -1997344.250000 Penalty: 4977.206543
	Iteration 39F: 3 clusters Score -1997344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Entering Unmasked Estep 
Score: -550928.000000 Penalty: 2180.062012
	Iteration 0F: 2 clusters Score -550928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -545410.875000 Penalty: 4360.124023
	Iteration 0F: 3 clusters Score -545410.9 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -546858.187500 Penalty: 4360.124023
	Iteration 1F: 3 clusters Score -546858.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -547121.250000 Penalty: 4360.124023
	Iteration 2F: 3 clusters Score -547121.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -547310.375000 Penalty: 4360.124023
	Iteration 3F: 3 clusters Score -547310.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -547450.312500 Penalty: 4360.124023
	Iteration 4Q: 3 clusters Score -547450.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -547592.812500 Penalty: 4360.124023
	Iteration 5Q: 3 clusters Score -547592.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -547737.437500 Penalty: 4360.124023
	Iteration 6Q: 3 clusters Score -547737.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -547901.437500 Penalty: 4360.124023
	Iteration 7Q: 3 clusters Score -547901.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -548074.562500 Penalty: 4360.124023
	Iteration 8Q: 3 clusters Score -548074.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -548233.437500 Penalty: 4360.124023
	Iteration 9Q: 3 clusters Score -548233.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -548427.187500 Penalty: 4360.124023
	Iteration 10Q: 3 clusters Score -548427.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -548628.750000 Penalty: 4360.124023
	Iteration 11Q: 3 clusters Score -548628.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -548817.125000 Penalty: 4360.124023
	Iteration 12Q: 3 clusters Score -548817.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -548999.562500 Penalty: 4360.124023
	Iteration 13Q: 3 clusters Score -548999.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -549158.750000 Penalty: 4360.124023
	Iteration 14Q: 3 clusters Score -549158.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -549292.062500 Penalty: 4360.124023
	Iteration 15Q: 3 clusters Score -549292.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -549367.312500 Penalty: 4360.124023
	Iteration 16Q: 3 clusters Score -549367.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -549412.437500 Penalty: 4360.124023
	Iteration 17Q: 3 clusters Score -549412.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -549453.687500 Penalty: 4360.124023
	Iteration 18Q: 3 clusters Score -549453.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -549485.187500 Penalty: 4360.124023
	Iteration 19Q: 3 clusters Score -549485.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -549513.125000 Penalty: 4360.124023
	Iteration 20F: 3 clusters Score -549513.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -549533.062500 Penalty: 4360.124023
	Iteration 21Q: 3 clusters Score -549533.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -549545.875000 Penalty: 4360.124023
	Iteration 22Q: 3 clusters Score -549545.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -549558.750000 Penalty: 4360.124023
	Iteration 23Q: 3 clusters Score -549558.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -549565.250000 Penalty: 4360.124023
	Iteration 24Q: 3 clusters Score -549565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -549569.500000 Penalty: 4360.124023
	Iteration 25Q: 3 clusters Score -549569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -549572.500000 Penalty: 4360.124023
	Iteration 26Q: 3 clusters Score -549572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -549575.750000 Penalty: 4360.124023
	Iteration 27Q: 3 clusters Score -549575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -549576.312500 Penalty: 4360.124023
	Iteration 28Q: 3 clusters Score -549576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -549576.500000 Penalty: 4360.124023
	Iteration 29Q: 3 clusters Score -549576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -549576.562500 Penalty: 4360.124023
	Iteration 30Q: 3 clusters Score -549576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -549576.687500 Penalty: 4360.124023
	Iteration 31Q: 3 clusters Score -549576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -549576.687500 Penalty: 4360.124023
	Iteration 32F: 3 clusters Score -549576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -673636.312500 Penalty: 2227.550537
	Iteration 0F: 2 clusters Score -673636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -667269.375000 Penalty: 4455.101074
	Iteration 0F: 3 clusters Score -667269.4 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -669117.312500 Penalty: 4455.101074
	Iteration 1F: 3 clusters Score -669117.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -669544.250000 Penalty: 4455.101074
	Iteration 2F: 3 clusters Score -669544.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -669920.687500 Penalty: 4455.101074
	Iteration 3F: 3 clusters Score -669920.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -670269.625000 Penalty: 4455.101074
	Iteration 4F: 3 clusters Score -670269.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -670650.437500 Penalty: 4455.101074
	Iteration 5F: 3 clusters Score -670650.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -671038.062500 Penalty: 4455.101074
	Iteration 6F: 3 clusters Score -671038.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -671388.062500 Penalty: 4455.101074
	Iteration 7Q: 3 clusters Score -671388.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -671670.937500 Penalty: 4455.101074
	Iteration 8Q: 3 clusters Score -671670.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -671869.062500 Penalty: 4455.101074
	Iteration 9Q: 3 clusters Score -671869.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -672079.437500 Penalty: 4455.101074
	Iteration 10Q: 3 clusters Score -672079.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -672247.562500 Penalty: 4455.101074
	Iteration 11Q: 3 clusters Score -672247.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -672364.375000 Penalty: 4455.101074
	Iteration 12Q: 3 clusters Score -672364.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -672450.062500 Penalty: 4455.101074
	Iteration 13Q: 3 clusters Score -672450.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -672501.312500 Penalty: 4455.101074
	Iteration 14Q: 3 clusters Score -672501.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -672538.187500 Penalty: 4455.101074
	Iteration 15Q: 3 clusters Score -672538.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -672564.312500 Penalty: 4455.101074
	Iteration 16Q: 3 clusters Score -672564.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -672577.187500 Penalty: 4455.101074
	Iteration 17Q: 3 clusters Score -672577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -672582.687500 Penalty: 4455.101074
	Iteration 18Q: 3 clusters Score -672582.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -672586.312500 Penalty: 4455.101074
	Iteration 19Q: 3 clusters Score -672586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -672590.562500 Penalty: 4455.101074
	Iteration 20F: 3 clusters Score -672590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -672595.500000 Penalty: 4455.101074
	Iteration 21Q: 3 clusters Score -672595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -672598.875000 Penalty: 4455.101074
	Iteration 22Q: 3 clusters Score -672598.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -672602.062500 Penalty: 4455.101074
	Iteration 23Q: 3 clusters Score -672602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -672604.000000 Penalty: 4455.101074
	Iteration 24Q: 3 clusters Score -672604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -672607.125000 Penalty: 4455.101074
	Iteration 25Q: 3 clusters Score -672607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -672611.312500 Penalty: 4455.101074
	Iteration 26Q: 3 clusters Score -672611.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -672621.937500 Penalty: 4455.101074
	Iteration 27Q: 3 clusters Score -672621.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -672631.875000 Penalty: 4455.101074
	Iteration 28Q: 3 clusters Score -672631.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -672642.125000 Penalty: 4455.101074
	Iteration 29Q: 3 clusters Score -672642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -672655.125000 Penalty: 4455.101074
	Iteration 30Q: 3 clusters Score -672655.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -672668.250000 Penalty: 4455.101074
	Iteration 31Q: 3 clusters Score -672668.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -672676.750000 Penalty: 4455.101074
	Iteration 32Q: 3 clusters Score -672676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -672681.250000 Penalty: 4455.101074
	Iteration 33Q: 3 clusters Score -672681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -672684.562500 Penalty: 4455.101074
	Iteration 34Q: 3 clusters Score -672684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -672685.937500 Penalty: 4455.101074
	Iteration 35Q: 3 clusters Score -672685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -672685.562500 Penalty: 4455.101074
	Iteration 36Q: 3 clusters Score -672685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -672686.062500 Penalty: 4455.101074
	Iteration 37Q: 3 clusters Score -672686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -672686.062500 Penalty: 4455.101074
	Iteration 38F: 3 clusters Score -672686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (378792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378792 members 
Entering Unmasked Estep 
Score: -33522818.000000 Penalty: 3185.496094
	Iteration 0F: 2 clusters Score -3.352282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189150 members 
Mstep: Class 2 contains 189642 members 
Entering Unmasked Estep 
Score: -33271208.000000 Penalty: 6370.992188
	Iteration 0F: 3 clusters Score -3.327121e+07 nChanged 183842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 194714 members 
Entering Unmasked Estep 
Score: -33380680.000000 Penalty: 6370.992188
	Iteration 1F: 3 clusters Score -3.338068e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 198406 members 
Entering Unmasked Estep 
Score: -33382234.000000 Penalty: 6370.992188
	Iteration 2Q: 3 clusters Score -3.338223e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174625 members 
Mstep: Class 2 contains 204167 members 
Entering Unmasked Estep 
Score: -33384884.000000 Penalty: 6370.992188
	Iteration 3Q: 3 clusters Score -3.338488e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 213236 members 
Entering Unmasked Estep 
Score: -33388786.000000 Penalty: 6370.992188
	Iteration 4Q: 3 clusters Score -3.338879e+07 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 227098 members 
Entering Unmasked Estep 
Score: -33395820.000000 Penalty: 6370.992188
	Iteration 5Q: 3 clusters Score -3.339582e+07 nChanged 22170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131406 members 
Mstep: Class 2 contains 247386 members 
Entering Unmasked Estep 
Score: -33408452.000000 Penalty: 6370.992188
	Iteration 6F: 3 clusters Score -3.340845e+07 nChanged 28476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 274618 members 
Entering Unmasked Estep 
Score: -33429990.000000 Penalty: 6370.992188
	Iteration 7F: 3 clusters Score -3.342999e+07 nChanged 31300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 305348 members 
Entering Unmasked Estep 
Score: -33457920.000000 Penalty: 6370.992188
	Iteration 8F: 3 clusters Score -3.345792e+07 nChanged 27739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 332811 members 
Entering Unmasked Estep 
Score: -33484788.000000 Penalty: 6370.992188
	Iteration 9F: 3 clusters Score -3.348479e+07 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 351456 members 
Entering Unmasked Estep 
Score: -33503214.000000 Penalty: 6370.992188
	Iteration 10Q: 3 clusters Score -3.350321e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 360952 members 
Entering Unmasked Estep 
Score: -33512274.000000 Penalty: 6370.992188
	Iteration 11Q: 3 clusters Score -3.351227e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 365547 members 
Entering Unmasked Estep 
Score: -33515920.000000 Penalty: 6370.992188
	Iteration 12Q: 3 clusters Score -3.351592e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 368131 members 
Entering Unmasked Estep 
Score: -33517700.000000 Penalty: 6370.992188
	Iteration 13Q: 3 clusters Score -3.35177e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 369822 members 
Entering Unmasked Estep 
Score: -33518568.000000 Penalty: 6370.992188
	Iteration 14Q: 3 clusters Score -3.351857e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 371024 members 
Entering Unmasked Estep 
Score: -33519240.000000 Penalty: 6370.992188
	Iteration 15Q: 3 clusters Score -3.351924e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 371946 members 
Entering Unmasked Estep 
Score: -33519686.000000 Penalty: 6370.992188
	Iteration 16Q: 3 clusters Score -3.351969e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 372659 members 
Entering Unmasked Estep 
Score: -33519934.000000 Penalty: 6370.992188
	Iteration 17Q: 3 clusters Score -3.351993e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 373230 members 
Entering Unmasked Estep 
Score: -33520222.000000 Penalty: 6370.992188
	Iteration 18Q: 3 clusters Score -3.352022e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 373669 members 
Entering Unmasked Estep 
Score: -33520390.000000 Penalty: 6370.992188
	Iteration 19Q: 3 clusters Score -3.352039e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 373976 members 
Entering Unmasked Estep 
Score: -33520460.000000 Penalty: 6370.992188
	Iteration 20F: 3 clusters Score -3.352046e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 374227 members 
Entering Unmasked Estep 
Score: -33520554.000000 Penalty: 6370.992188
	Iteration 21Q: 3 clusters Score -3.352055e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 374428 members 
Entering Unmasked Estep 
Score: -33520640.000000 Penalty: 6370.992188
	Iteration 22Q: 3 clusters Score -3.352064e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 374589 members 
Entering Unmasked Estep 
Score: -33520624.000000 Penalty: 6370.992188
	Iteration 23Q: 3 clusters Score -3.352062e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 374727 members 
Entering Unmasked Estep 
Score: -33520616.000000 Penalty: 6370.992188
	Iteration 24Q: 3 clusters Score -3.352062e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 374842 members 
Entering Unmasked Estep 
Score: -33520630.000000 Penalty: 6370.992188
	Iteration 25Q: 3 clusters Score -3.352063e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 374948 members 
Entering Unmasked Estep 
Score: -33520688.000000 Penalty: 6370.992188
	Iteration 26Q: 3 clusters Score -3.352069e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 375053 members 
Entering Unmasked Estep 
Score: -33520700.000000 Penalty: 6370.992188
	Iteration 27Q: 3 clusters Score -3.35207e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 375125 members 
Entering Unmasked Estep 
Score: -33520686.000000 Penalty: 6370.992188
	Iteration 28Q: 3 clusters Score -3.352069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 375180 members 
Entering Unmasked Estep 
Score: -33520634.000000 Penalty: 6370.992188
	Iteration 29Q: 3 clusters Score -3.352063e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 375232 members 
Entering Unmasked Estep 
Score: -33520688.000000 Penalty: 6370.992188
	Iteration 30Q: 3 clusters Score -3.352069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 375276 members 
Entering Unmasked Estep 
Score: -33520716.000000 Penalty: 6370.992188
	Iteration 31Q: 3 clusters Score -3.352072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 375326 members 
Entering Unmasked Estep 
Score: -33520702.000000 Penalty: 6370.992188
	Iteration 32Q: 3 clusters Score -3.35207e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 375363 members 
Entering Unmasked Estep 
Score: -33520696.000000 Penalty: 6370.992188
	Iteration 33Q: 3 clusters Score -3.35207e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 375392 members 
Entering Unmasked Estep 
Score: -33520718.000000 Penalty: 6370.992188
	Iteration 34Q: 3 clusters Score -3.352072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 375422 members 
Entering Unmasked Estep 
Score: -33520698.000000 Penalty: 6370.992188
	Iteration 35Q: 3 clusters Score -3.35207e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 375447 members 
Entering Unmasked Estep 
Score: -33520700.000000 Penalty: 6370.992188
	Iteration 36Q: 3 clusters Score -3.35207e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 375474 members 
Entering Unmasked Estep 
Score: -33520740.000000 Penalty: 6370.992188
	Iteration 37Q: 3 clusters Score -3.352074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 375500 members 
Entering Unmasked Estep 
Score: -33520768.000000 Penalty: 6370.992188
	Iteration 38Q: 3 clusters Score -3.352077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 375523 members 
Entering Unmasked Estep 
Score: -33520780.000000 Penalty: 6370.992188
	Iteration 39Q: 3 clusters Score -3.352078e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 375544 members 
Entering Unmasked Estep 
Score: -33520758.000000 Penalty: 6370.992188
	Iteration 40F: 3 clusters Score -3.352076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 375569 members 
Entering Unmasked Estep 
Score: -33520772.000000 Penalty: 6370.992188
	Iteration 41Q: 3 clusters Score -3.352077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 375594 members 
Entering Unmasked Estep 
Score: -33520770.000000 Penalty: 6370.992188
	Iteration 42Q: 3 clusters Score -3.352077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 375619 members 
Entering Unmasked Estep 
Score: -33520778.000000 Penalty: 6370.992188
	Iteration 43Q: 3 clusters Score -3.352078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 375634 members 
Entering Unmasked Estep 
Score: -33520802.000000 Penalty: 6370.992188
	Iteration 44Q: 3 clusters Score -3.35208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 375649 members 
Entering Unmasked Estep 
Score: -33520816.000000 Penalty: 6370.992188
	Iteration 45Q: 3 clusters Score -3.352082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 375673 members 
Entering Unmasked Estep 
Score: -33520818.000000 Penalty: 6370.992188
	Iteration 46Q: 3 clusters Score -3.352082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 375695 members 
Entering Unmasked Estep 
Score: -33520806.000000 Penalty: 6370.992188
	Iteration 47Q: 3 clusters Score -3.352081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 375720 members 
Entering Unmasked Estep 
Score: -33520816.000000 Penalty: 6370.992188
	Iteration 48Q: 3 clusters Score -3.352082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 375739 members 
Entering Unmasked Estep 
Score: -33520836.000000 Penalty: 6370.992188
	Iteration 49Q: 3 clusters Score -3.352084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 375755 members 
Entering Unmasked Estep 
Score: -33520838.000000 Penalty: 6370.992188
	Iteration 50Q: 3 clusters Score -3.352084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 375779 members 
Entering Unmasked Estep 
Score: -33520832.000000 Penalty: 6370.992188
	Iteration 51Q: 3 clusters Score -3.352083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 375801 members 
Entering Unmasked Estep 
Score: -33520840.000000 Penalty: 6370.992188
	Iteration 52Q: 3 clusters Score -3.352084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 375818 members 
Entering Unmasked Estep 
Score: -33520860.000000 Penalty: 6370.992188
	Iteration 53Q: 3 clusters Score -3.352086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 375844 members 
Entering Unmasked Estep 
Score: -33520862.000000 Penalty: 6370.992188
	Iteration 54Q: 3 clusters Score -3.352086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 375859 members 
Entering Unmasked Estep 
Score: -33520872.000000 Penalty: 6370.992188
	Iteration 55Q: 3 clusters Score -3.352087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 375882 members 
Entering Unmasked Estep 
Score: -33520876.000000 Penalty: 6370.992188
	Iteration 56Q: 3 clusters Score -3.352088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 375891 members 
Entering Unmasked Estep 
Score: -33520894.000000 Penalty: 6370.992188
	Iteration 57Q: 3 clusters Score -3.352089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 375918 members 
Entering Unmasked Estep 
Score: -33520922.000000 Penalty: 6370.992188
	Iteration 58Q: 3 clusters Score -3.352092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 375945 members 
Entering Unmasked Estep 
Score: -33520940.000000 Penalty: 6370.992188
	Iteration 59Q: 3 clusters Score -3.352094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 375959 members 
Entering Unmasked Estep 
Score: -33520944.000000 Penalty: 6370.992188
	Iteration 60F: 3 clusters Score -3.352094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 375973 members 
Entering Unmasked Estep 
Score: -33520932.000000 Penalty: 6370.992188
	Iteration 61Q: 3 clusters Score -3.352093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 375988 members 
Entering Unmasked Estep 
Score: -33520930.000000 Penalty: 6370.992188
	Iteration 62Q: 3 clusters Score -3.352093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 375997 members 
Entering Unmasked Estep 
Score: -33520918.000000 Penalty: 6370.992188
	Iteration 63Q: 3 clusters Score -3.352092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 376007 members 
Entering Unmasked Estep 
Score: -33520914.000000 Penalty: 6370.992188
	Iteration 64Q: 3 clusters Score -3.352091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 376023 members 
Entering Unmasked Estep 
Score: -33520924.000000 Penalty: 6370.992188
	Iteration 65Q: 3 clusters Score -3.352092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 376040 members 
Entering Unmasked Estep 
Score: -33520942.000000 Penalty: 6370.992188
	Iteration 66Q: 3 clusters Score -3.352094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 376053 members 
Entering Unmasked Estep 
Score: -33520950.000000 Penalty: 6370.992188
	Iteration 67Q: 3 clusters Score -3.352095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 376060 members 
Entering Unmasked Estep 
Score: -33520946.000000 Penalty: 6370.992188
	Iteration 68Q: 3 clusters Score -3.352095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 376069 members 
Entering Unmasked Estep 
Score: -33520962.000000 Penalty: 6370.992188
	Iteration 69Q: 3 clusters Score -3.352096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 376082 members 
Entering Unmasked Estep 
Score: -33520958.000000 Penalty: 6370.992188
	Iteration 70Q: 3 clusters Score -3.352096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 376088 members 
Entering Unmasked Estep 
Score: -33520962.000000 Penalty: 6370.992188
	Iteration 71Q: 3 clusters Score -3.352096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 376094 members 
Entering Unmasked Estep 
Score: -33520970.000000 Penalty: 6370.992188
	Iteration 72Q: 3 clusters Score -3.352097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 376099 members 
Entering Unmasked Estep 
Score: -33520982.000000 Penalty: 6370.992188
	Iteration 73Q: 3 clusters Score -3.352098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 376101 members 
Entering Unmasked Estep 
Score: -33520982.000000 Penalty: 6370.992188
	Iteration 74Q: 3 clusters Score -3.352098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 376102 members 
Entering Unmasked Estep 
Score: -33520988.000000 Penalty: 6370.992188
	Iteration 75Q: 3 clusters Score -3.352099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 376106 members 
Entering Unmasked Estep 
Score: -33520980.000000 Penalty: 6370.992188
	Iteration 76Q: 3 clusters Score -3.352098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 376111 members 
Entering Unmasked Estep 
Score: -33520984.000000 Penalty: 6370.992188
	Iteration 77Q: 3 clusters Score -3.352098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 376119 members 
Entering Unmasked Estep 
Score: -33520978.000000 Penalty: 6370.992188
	Iteration 78Q: 3 clusters Score -3.352098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 376122 members 
Entering Unmasked Estep 
Score: -33520970.000000 Penalty: 6370.992188
	Iteration 79Q: 3 clusters Score -3.352097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 376129 members 
Entering Unmasked Estep 
Score: -33520962.000000 Penalty: 6370.992188
	Iteration 80F: 3 clusters Score -3.352096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 376134 members 
Entering Unmasked Estep 
Score: -33520956.000000 Penalty: 6370.992188
	Iteration 81Q: 3 clusters Score -3.352096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 376139 members 
Entering Unmasked Estep 
Score: -33520962.000000 Penalty: 6370.992188
	Iteration 82Q: 3 clusters Score -3.352096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 376145 members 
Entering Unmasked Estep 
Score: -33520950.000000 Penalty: 6370.992188
	Iteration 83Q: 3 clusters Score -3.352095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 376151 members 
Entering Unmasked Estep 
Score: -33520964.000000 Penalty: 6370.992188
	Iteration 84Q: 3 clusters Score -3.352096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 376156 members 
Entering Unmasked Estep 
Score: -33520946.000000 Penalty: 6370.992188
	Iteration 85Q: 3 clusters Score -3.352095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 376162 members 
Entering Unmasked Estep 
Score: -33520960.000000 Penalty: 6370.992188
	Iteration 86Q: 3 clusters Score -3.352096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 376164 members 
Entering Unmasked Estep 
Score: -33520958.000000 Penalty: 6370.992188
	Iteration 87Q: 3 clusters Score -3.352096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 376165 members 
Entering Unmasked Estep 
Score: -33520958.000000 Penalty: 6370.992188
	Iteration 88Q: 3 clusters Score -3.352096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 376166 members 
Entering Unmasked Estep 
Score: -33520968.000000 Penalty: 6370.992188
	Iteration 89Q: 3 clusters Score -3.352097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 376166 members 
Entering Unmasked Estep 
Score: -33520968.000000 Penalty: 6370.992188
	Iteration 90F: 3 clusters Score -3.352097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22358.257812 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21139.806641 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21139.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21270.251953 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21270.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21288.972656 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21288.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21291.132812 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21291.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21293.517578 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21293.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21295.406250 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21295.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21295.406250 Penalty: 2829.076172
	Iteration 6F: 3 clusters Score -21295.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Entering Unmasked Estep 
Score: -1429723.500000 Penalty: 2411.745117
	Iteration 0F: 2 clusters Score -1429724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1417901.000000 Penalty: 4823.490234
	Iteration 0F: 3 clusters Score -1417901 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1421903.125000 Penalty: 4823.490234
	Iteration 1F: 3 clusters Score -1421903 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1422478.250000 Penalty: 4823.490234
	Iteration 2F: 3 clusters Score -1422478 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1423034.750000 Penalty: 4823.490234
	Iteration 3F: 3 clusters Score -1423035 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1423575.500000 Penalty: 4823.490234
	Iteration 4F: 3 clusters Score -1423576 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1424071.625000 Penalty: 4823.490234
	Iteration 5F: 3 clusters Score -1424072 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1424566.625000 Penalty: 4823.490234
	Iteration 6F: 3 clusters Score -1424567 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1425078.250000 Penalty: 4823.490234
	Iteration 7Q: 3 clusters Score -1425078 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1425604.125000 Penalty: 4823.490234
	Iteration 8Q: 3 clusters Score -1425604 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1426146.375000 Penalty: 4823.490234
	Iteration 9Q: 3 clusters Score -1426146 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1426625.000000 Penalty: 4823.490234
	Iteration 10Q: 3 clusters Score -1426625 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1427047.375000 Penalty: 4823.490234
	Iteration 11Q: 3 clusters Score -1427047 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1427360.625000 Penalty: 4823.490234
	Iteration 12Q: 3 clusters Score -1427361 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1427635.375000 Penalty: 4823.490234
	Iteration 13Q: 3 clusters Score -1427635 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1427930.500000 Penalty: 4823.490234
	Iteration 14Q: 3 clusters Score -1427930 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1428145.500000 Penalty: 4823.490234
	Iteration 15Q: 3 clusters Score -1428146 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1428290.000000 Penalty: 4823.490234
	Iteration 16Q: 3 clusters Score -1428290 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1428396.375000 Penalty: 4823.490234
	Iteration 17Q: 3 clusters Score -1428396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1428459.500000 Penalty: 4823.490234
	Iteration 18Q: 3 clusters Score -1428460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1428502.375000 Penalty: 4823.490234
	Iteration 19Q: 3 clusters Score -1428502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1428520.375000 Penalty: 4823.490234
	Iteration 20F: 3 clusters Score -1428520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1428529.125000 Penalty: 4823.490234
	Iteration 21Q: 3 clusters Score -1428529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1428535.625000 Penalty: 4823.490234
	Iteration 22Q: 3 clusters Score -1428536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1428539.000000 Penalty: 4823.490234
	Iteration 23Q: 3 clusters Score -1428539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1428546.125000 Penalty: 4823.490234
	Iteration 24Q: 3 clusters Score -1428546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1428551.250000 Penalty: 4823.490234
	Iteration 25Q: 3 clusters Score -1428551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1428555.500000 Penalty: 4823.490234
	Iteration 26Q: 3 clusters Score -1428556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1428559.625000 Penalty: 4823.490234
	Iteration 27Q: 3 clusters Score -1428560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1428562.625000 Penalty: 4823.490234
	Iteration 28Q: 3 clusters Score -1428563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1428566.625000 Penalty: 4823.490234
	Iteration 29Q: 3 clusters Score -1428567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1428570.875000 Penalty: 4823.490234
	Iteration 30Q: 3 clusters Score -1428571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1428569.750000 Penalty: 4823.490234
	Iteration 31Q: 3 clusters Score -1428570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1428570.375000 Penalty: 4823.490234
	Iteration 32Q: 3 clusters Score -1428570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1428570.125000 Penalty: 4823.490234
	Iteration 33Q: 3 clusters Score -1428570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1428569.875000 Penalty: 4823.490234
	Iteration 34Q: 3 clusters Score -1428570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1428569.875000 Penalty: 4823.490234
	Iteration 35F: 3 clusters Score -1428570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (208728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208728 members 
Entering Unmasked Estep 
Score: -18325276.000000 Penalty: 3037.699219
	Iteration 0F: 2 clusters Score -1.832528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -18185180.000000 Penalty: 6075.398438
	Iteration 0F: 3 clusters Score -1.818518e+07 nChanged 100500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -18244368.000000 Penalty: 6075.398438
	Iteration 1F: 3 clusters Score -1.824437e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94083 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -18245880.000000 Penalty: 6075.398438
	Iteration 2Q: 3 clusters Score -1.824588e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -18248410.000000 Penalty: 6075.398438
	Iteration 3Q: 3 clusters Score -1.824841e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -18252800.000000 Penalty: 6075.398438
	Iteration 4Q: 3 clusters Score -1.82528e+07 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 142218 members 
Entering Unmasked Estep 
Score: -18260594.000000 Penalty: 6075.398438
	Iteration 5F: 3 clusters Score -1.826059e+07 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 158677 members 
Entering Unmasked Estep 
Score: -18273506.000000 Penalty: 6075.398438
	Iteration 6F: 3 clusters Score -1.827351e+07 nChanged 18468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -18290756.000000 Penalty: 6075.398438
	Iteration 7F: 3 clusters Score -1.829076e+07 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 193230 members 
Entering Unmasked Estep 
Score: -18306936.000000 Penalty: 6075.398438
	Iteration 8F: 3 clusters Score -1.830694e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 203154 members 
Entering Unmasked Estep 
Score: -18317006.000000 Penalty: 6075.398438
	Iteration 9Q: 3 clusters Score -1.831701e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 207209 members 
Entering Unmasked Estep 
Score: -18321002.000000 Penalty: 6075.398438
	Iteration 10Q: 3 clusters Score -1.8321e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 208250 members 
Entering Unmasked Estep 
Score: -18322060.000000 Penalty: 6075.398438
	Iteration 11Q: 3 clusters Score -1.832206e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 208464 members 
Entering Unmasked Estep 
Score: -18322328.000000 Penalty: 6075.398438
	Iteration 12Q: 3 clusters Score -1.832233e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208515 members 
Entering Unmasked Estep 
Score: -18322448.000000 Penalty: 6075.398438
	Iteration 13Q: 3 clusters Score -1.832245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208532 members 
Entering Unmasked Estep 
Score: -18322502.000000 Penalty: 6075.398438
	Iteration 14Q: 3 clusters Score -1.83225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208545 members 
Entering Unmasked Estep 
Score: -18322544.000000 Penalty: 6075.398438
	Iteration 15Q: 3 clusters Score -1.832254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208549 members 
Entering Unmasked Estep 
Score: -18322562.000000 Penalty: 6075.398438
	Iteration 16Q: 3 clusters Score -1.832256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208549 members 
Entering Unmasked Estep 
Score: -18322576.000000 Penalty: 6075.398438
	Iteration 17Q: 3 clusters Score -1.832258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208552 members 
Entering Unmasked Estep 
Score: -18322578.000000 Penalty: 6075.398438
	Iteration 18Q: 3 clusters Score -1.832258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208553 members 
Entering Unmasked Estep 
Score: -18322586.000000 Penalty: 6075.398438
	Iteration 19Q: 3 clusters Score -1.832259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -18322580.000000 Penalty: 6075.398438
	Iteration 20F: 3 clusters Score -1.832258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208557 members 
Entering Unmasked Estep 
Score: -18322580.000000 Penalty: 6075.398438
	Iteration 21Q: 3 clusters Score -1.832258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 208561 members 
Entering Unmasked Estep 
Score: -18322602.000000 Penalty: 6075.398438
	Iteration 22Q: 3 clusters Score -1.83226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208560 members 
Entering Unmasked Estep 
Score: -18322604.000000 Penalty: 6075.398438
	Iteration 23Q: 3 clusters Score -1.83226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208560 members 
Entering Unmasked Estep 
Score: -18322604.000000 Penalty: 6075.398438
	Iteration 24F: 3 clusters Score -1.83226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -614401.250000 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -614401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -608368.375000 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -608368.4 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -610097.625000 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -610097.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -610664.062500 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -610664.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -611283.875000 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -611283.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -611808.000000 Penalty: 4418.645508
	Iteration 4F: 3 clusters Score -611808 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -612246.750000 Penalty: 4418.645508
	Iteration 5F: 3 clusters Score -612246.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -612589.937500 Penalty: 4418.645508
	Iteration 6F: 3 clusters Score -612589.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -612844.437500 Penalty: 4418.645508
	Iteration 7Q: 3 clusters Score -612844.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -613020.625000 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -613020.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -613130.312500 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -613130.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -613201.125000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -613201.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -613240.000000 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -613240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -613275.875000 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -613275.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -613306.375000 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -613306.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -613331.687500 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -613331.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -613360.187500 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -613360.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -613410.125000 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -613410.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -613454.687500 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -613454.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -613500.750000 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -613500.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -613561.312500 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -613561.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -613608.312500 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -613608.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -613662.000000 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -613662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -613708.625000 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -613708.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -613772.687500 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -613772.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -613837.125000 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -613837.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -613881.375000 Penalty: 4418.645508
	Iteration 25Q: 3 clusters Score -613881.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -613899.812500 Penalty: 4418.645508
	Iteration 26Q: 3 clusters Score -613899.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -613910.875000 Penalty: 4418.645508
	Iteration 27Q: 3 clusters Score -613910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -613917.062500 Penalty: 4418.645508
	Iteration 28Q: 3 clusters Score -613917.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -613927.125000 Penalty: 4418.645508
	Iteration 29Q: 3 clusters Score -613927.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -613938.500000 Penalty: 4418.645508
	Iteration 30Q: 3 clusters Score -613938.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -613945.062500 Penalty: 4418.645508
	Iteration 31Q: 3 clusters Score -613945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -613951.000000 Penalty: 4418.645508
	Iteration 32Q: 3 clusters Score -613951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -613954.375000 Penalty: 4418.645508
	Iteration 33Q: 3 clusters Score -613954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -613955.937500 Penalty: 4418.645508
	Iteration 34Q: 3 clusters Score -613955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -613957.375000 Penalty: 4418.645508
	Iteration 35Q: 3 clusters Score -613957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -613959.062500 Penalty: 4418.645508
	Iteration 36Q: 3 clusters Score -613959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -613959.562500 Penalty: 4418.645508
	Iteration 37Q: 3 clusters Score -613959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -613959.937500 Penalty: 4418.645508
	Iteration 38Q: 3 clusters Score -613959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -613960.312500 Penalty: 4418.645508
	Iteration 39Q: 3 clusters Score -613960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -613962.062500 Penalty: 4418.645508
	Iteration 40F: 3 clusters Score -613962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -613962.437500 Penalty: 4418.645508
	Iteration 41Q: 3 clusters Score -613962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -613962.437500 Penalty: 4418.645508
	Iteration 42F: 3 clusters Score -613962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -258035.671875 Penalty: 2003.898926
	Iteration 0F: 2 clusters Score -258035.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -254725.375000 Penalty: 4007.797852
	Iteration 0F: 3 clusters Score -254725.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -255515.968750 Penalty: 4007.797852
	Iteration 1F: 3 clusters Score -255516 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -255799.046875 Penalty: 4007.797852
	Iteration 2F: 3 clusters Score -255799 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -256002.390625 Penalty: 4007.797852
	Iteration 3F: 3 clusters Score -256002.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -256182.250000 Penalty: 4007.797852
	Iteration 4F: 3 clusters Score -256182.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -256334.843750 Penalty: 4007.797852
	Iteration 5F: 3 clusters Score -256334.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -256445.484375 Penalty: 4007.797852
	Iteration 6Q: 3 clusters Score -256445.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -256538.984375 Penalty: 4007.797852
	Iteration 7Q: 3 clusters Score -256539 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -256635.609375 Penalty: 4007.797852
	Iteration 8Q: 3 clusters Score -256635.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -256724.484375 Penalty: 4007.797852
	Iteration 9Q: 3 clusters Score -256724.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -256785.140625 Penalty: 4007.797852
	Iteration 10Q: 3 clusters Score -256785.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -256833.562500 Penalty: 4007.797852
	Iteration 11Q: 3 clusters Score -256833.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -256865.750000 Penalty: 4007.797852
	Iteration 12Q: 3 clusters Score -256865.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -256899.921875 Penalty: 4007.797852
	Iteration 13Q: 3 clusters Score -256899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -256917.968750 Penalty: 4007.797852
	Iteration 14Q: 3 clusters Score -256918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -256928.625000 Penalty: 4007.797852
	Iteration 15Q: 3 clusters Score -256928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -256932.625000 Penalty: 4007.797852
	Iteration 16Q: 3 clusters Score -256932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -256934.796875 Penalty: 4007.797852
	Iteration 17Q: 3 clusters Score -256934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -256934.796875 Penalty: 4007.797852
	Iteration 18F: 3 clusters Score -256934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -333910.687500 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -333910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -329609.156250 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -329609.2 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -330707.750000 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -330707.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -330985.468750 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -330985.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -331172.218750 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -331172.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -331348.625000 Penalty: 4190.130371
	Iteration 4Q: 3 clusters Score -331348.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -331494.593750 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -331494.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -331643.843750 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -331643.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -331796.937500 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -331796.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -331928.812500 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -331928.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -332049.437500 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -332049.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -332143.218750 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -332143.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -332221.843750 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -332221.8 nChanged 96
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: -332287.031250 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -332287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -332334.093750 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -332334.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -332376.812500 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -332376.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -332426.000000 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -332426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -332482.656250 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -332482.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -332532.156250 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -332532.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -332580.812500 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -332580.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -332626.406250 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -332626.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -332675.500000 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -332675.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -332705.718750 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -332705.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -332728.375000 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -332728.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -332761.812500 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -332761.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -332784.875000 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -332784.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -332800.593750 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -332800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -332811.250000 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -332811.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -332822.031250 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -332822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -332830.500000 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -332830.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -332838.093750 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -332838.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -332842.156250 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -332842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -332843.468750 Penalty: 4190.130371
	Iteration 31Q: 3 clusters Score -332843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -332843.687500 Penalty: 4190.130371
	Iteration 32Q: 3 clusters Score -332843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -332846.000000 Penalty: 4190.130371
	Iteration 33Q: 3 clusters Score -332846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -332845.875000 Penalty: 4190.130371
	Iteration 34Q: 3 clusters Score -332845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -332847.125000 Penalty: 4190.130371
	Iteration 35Q: 3 clusters Score -332847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -332847.781250 Penalty: 4190.130371
	Iteration 36Q: 3 clusters Score -332847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -332849.531250 Penalty: 4190.130371
	Iteration 37Q: 3 clusters Score -332849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -332850.718750 Penalty: 4190.130371
	Iteration 38Q: 3 clusters Score -332850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -332851.437500 Penalty: 4190.130371
	Iteration 39Q: 3 clusters Score -332851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -332851.500000 Penalty: 4190.130371
	Iteration 40F: 3 clusters Score -332851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -332852.093750 Penalty: 4190.130371
	Iteration 41Q: 3 clusters Score -332852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -332854.718750 Penalty: 4190.130371
	Iteration 42Q: 3 clusters Score -332854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -332854.375000 Penalty: 4190.130371
	Iteration 43Q: 3 clusters Score -332854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -332855.468750 Penalty: 4190.130371
	Iteration 44Q: 3 clusters Score -332855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -332855.468750 Penalty: 4190.130371
	Iteration 45F: 3 clusters Score -332855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Entering Unmasked Estep 
Score: -1688266.375000 Penalty: 2453.785400
	Iteration 0F: 2 clusters Score -1688266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1674336.625000 Penalty: 4907.570801
	Iteration 0F: 3 clusters Score -1674337 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1679187.500000 Penalty: 4907.570801
	Iteration 1F: 3 clusters Score -1679188 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1679865.375000 Penalty: 4907.570801
	Iteration 2F: 3 clusters Score -1679865 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1680511.375000 Penalty: 4907.570801
	Iteration 3F: 3 clusters Score -1680511 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1681102.000000 Penalty: 4907.570801
	Iteration 4F: 3 clusters Score -1681102 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1681655.250000 Penalty: 4907.570801
	Iteration 5F: 3 clusters Score -1681655 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1682223.250000 Penalty: 4907.570801
	Iteration 6Q: 3 clusters Score -1682223 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1682762.125000 Penalty: 4907.570801
	Iteration 7Q: 3 clusters Score -1682762 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1683282.250000 Penalty: 4907.570801
	Iteration 8Q: 3 clusters Score -1683282 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1683699.000000 Penalty: 4907.570801
	Iteration 9Q: 3 clusters Score -1683699 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1684059.875000 Penalty: 4907.570801
	Iteration 10Q: 3 clusters Score -1684060 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1684376.375000 Penalty: 4907.570801
	Iteration 11Q: 3 clusters Score -1684376 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1684640.000000 Penalty: 4907.570801
	Iteration 12Q: 3 clusters Score -1684640 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1684855.375000 Penalty: 4907.570801
	Iteration 13Q: 3 clusters Score -1684855 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1685053.250000 Penalty: 4907.570801
	Iteration 14Q: 3 clusters Score -1685053 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1685234.875000 Penalty: 4907.570801
	Iteration 15Q: 3 clusters Score -1685235 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1685395.250000 Penalty: 4907.570801
	Iteration 16Q: 3 clusters Score -1685395 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1685555.875000 Penalty: 4907.570801
	Iteration 17Q: 3 clusters Score -1685556 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1685730.000000 Penalty: 4907.570801
	Iteration 18Q: 3 clusters Score -1685730 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1685887.750000 Penalty: 4907.570801
	Iteration 19Q: 3 clusters Score -1685888 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1686053.375000 Penalty: 4907.570801
	Iteration 20F: 3 clusters Score -1686053 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1686209.750000 Penalty: 4907.570801
	Iteration 21Q: 3 clusters Score -1686210 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1686369.875000 Penalty: 4907.570801
	Iteration 22Q: 3 clusters Score -1686370 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1686512.125000 Penalty: 4907.570801
	Iteration 23Q: 3 clusters Score -1686512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1686665.750000 Penalty: 4907.570801
	Iteration 24Q: 3 clusters Score -1686666 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1686832.875000 Penalty: 4907.570801
	Iteration 25Q: 3 clusters Score -1686833 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1686958.375000 Penalty: 4907.570801
	Iteration 26Q: 3 clusters Score -1686958 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1687082.125000 Penalty: 4907.570801
	Iteration 27Q: 3 clusters Score -1687082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1687167.750000 Penalty: 4907.570801
	Iteration 28Q: 3 clusters Score -1687168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1687212.000000 Penalty: 4907.570801
	Iteration 29Q: 3 clusters Score -1687212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1687238.625000 Penalty: 4907.570801
	Iteration 30Q: 3 clusters Score -1687239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1687261.250000 Penalty: 4907.570801
	Iteration 31Q: 3 clusters Score -1687261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1687278.750000 Penalty: 4907.570801
	Iteration 32Q: 3 clusters Score -1687279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1687301.125000 Penalty: 4907.570801
	Iteration 33Q: 3 clusters Score -1687301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1687335.500000 Penalty: 4907.570801
	Iteration 34Q: 3 clusters Score -1687336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1687360.500000 Penalty: 4907.570801
	Iteration 35Q: 3 clusters Score -1687360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1687389.875000 Penalty: 4907.570801
	Iteration 36Q: 3 clusters Score -1687390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1687420.750000 Penalty: 4907.570801
	Iteration 37Q: 3 clusters Score -1687421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1687444.750000 Penalty: 4907.570801
	Iteration 38Q: 3 clusters Score -1687445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1687466.000000 Penalty: 4907.570801
	Iteration 39Q: 3 clusters Score -1687466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1687482.375000 Penalty: 4907.570801
	Iteration 40F: 3 clusters Score -1687482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1687499.250000 Penalty: 4907.570801
	Iteration 41Q: 3 clusters Score -1687499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1687506.125000 Penalty: 4907.570801
	Iteration 42Q: 3 clusters Score -1687506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1687515.750000 Penalty: 4907.570801
	Iteration 43Q: 3 clusters Score -1687516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1687527.375000 Penalty: 4907.570801
	Iteration 44Q: 3 clusters Score -1687527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1687534.250000 Penalty: 4907.570801
	Iteration 45Q: 3 clusters Score -1687534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1687535.125000 Penalty: 4907.570801
	Iteration 46Q: 3 clusters Score -1687535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1687536.625000 Penalty: 4907.570801
	Iteration 47Q: 3 clusters Score -1687537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1687537.375000 Penalty: 4907.570801
	Iteration 48Q: 3 clusters Score -1687537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1687537.750000 Penalty: 4907.570801
	Iteration 49Q: 3 clusters Score -1687538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1687538.625000 Penalty: 4907.570801
	Iteration 50Q: 3 clusters Score -1687539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1687539.875000 Penalty: 4907.570801
	Iteration 51Q: 3 clusters Score -1687540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1687542.000000 Penalty: 4907.570801
	Iteration 52Q: 3 clusters Score -1687542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1687544.375000 Penalty: 4907.570801
	Iteration 53Q: 3 clusters Score -1687544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1687546.125000 Penalty: 4907.570801
	Iteration 54Q: 3 clusters Score -1687546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1687547.000000 Penalty: 4907.570801
	Iteration 55Q: 3 clusters Score -1687547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1687547.000000 Penalty: 4907.570801
	Iteration 56F: 3 clusters Score -1687547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Entering Unmasked Estep 
Score: -1668550.250000 Penalty: 2464.320801
	Iteration 0F: 2 clusters Score -1668550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1654005.000000 Penalty: 4928.641602
	Iteration 0F: 3 clusters Score -1654005 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1659021.375000 Penalty: 4928.641602
	Iteration 1F: 3 clusters Score -1659021 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1659536.250000 Penalty: 4928.641602
	Iteration 2F: 3 clusters Score -1659536 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1660031.875000 Penalty: 4928.641602
	Iteration 3F: 3 clusters Score -1660032 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1660515.375000 Penalty: 4928.641602
	Iteration 4F: 3 clusters Score -1660515 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1661050.875000 Penalty: 4928.641602
	Iteration 5F: 3 clusters Score -1661051 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1661625.000000 Penalty: 4928.641602
	Iteration 6F: 3 clusters Score -1661625 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1662246.000000 Penalty: 4928.641602
	Iteration 7Q: 3 clusters Score -1662246 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1662933.625000 Penalty: 4928.641602
	Iteration 8F: 3 clusters Score -1662934 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1663659.250000 Penalty: 4928.641602
	Iteration 9Q: 3 clusters Score -1663659 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1664326.125000 Penalty: 4928.641602
	Iteration 10Q: 3 clusters Score -1664326 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1664917.875000 Penalty: 4928.641602
	Iteration 11Q: 3 clusters Score -1664918 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1665356.500000 Penalty: 4928.641602
	Iteration 12Q: 3 clusters Score -1665356 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1665637.750000 Penalty: 4928.641602
	Iteration 13Q: 3 clusters Score -1665638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1665814.625000 Penalty: 4928.641602
	Iteration 14Q: 3 clusters Score -1665815 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -1665932.625000 Penalty: 4928.641602
	Iteration 15Q: 3 clusters Score -1665933 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -1666010.250000 Penalty: 4928.641602
	Iteration 16Q: 3 clusters Score -1666010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1666090.125000 Penalty: 4928.641602
	Iteration 17Q: 3 clusters Score -1666090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1666155.625000 Penalty: 4928.641602
	Iteration 18Q: 3 clusters Score -1666156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1666227.000000 Penalty: 4928.641602
	Iteration 19Q: 3 clusters Score -1666227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1666288.500000 Penalty: 4928.641602
	Iteration 20F: 3 clusters Score -1666288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1666344.875000 Penalty: 4928.641602
	Iteration 21Q: 3 clusters Score -1666345 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1666389.250000 Penalty: 4928.641602
	Iteration 22Q: 3 clusters Score -1666389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1666428.875000 Penalty: 4928.641602
	Iteration 23Q: 3 clusters Score -1666429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1666456.000000 Penalty: 4928.641602
	Iteration 24Q: 3 clusters Score -1666456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1666478.375000 Penalty: 4928.641602
	Iteration 25Q: 3 clusters Score -1666478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1666502.250000 Penalty: 4928.641602
	Iteration 26Q: 3 clusters Score -1666502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1666529.000000 Penalty: 4928.641602
	Iteration 27Q: 3 clusters Score -1666529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1666571.750000 Penalty: 4928.641602
	Iteration 28Q: 3 clusters Score -1666572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1666600.750000 Penalty: 4928.641602
	Iteration 29Q: 3 clusters Score -1666601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1666623.500000 Penalty: 4928.641602
	Iteration 30Q: 3 clusters Score -1666624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1666634.750000 Penalty: 4928.641602
	Iteration 31Q: 3 clusters Score -1666635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1666647.625000 Penalty: 4928.641602
	Iteration 32Q: 3 clusters Score -1666648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -1666650.500000 Penalty: 4928.641602
	Iteration 33Q: 3 clusters Score -1666650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1666659.875000 Penalty: 4928.641602
	Iteration 34Q: 3 clusters Score -1666660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1666671.750000 Penalty: 4928.641602
	Iteration 35Q: 3 clusters Score -1666672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1666683.000000 Penalty: 4928.641602
	Iteration 36Q: 3 clusters Score -1666683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -1666690.500000 Penalty: 4928.641602
	Iteration 37Q: 3 clusters Score -1666690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1666691.750000 Penalty: 4928.641602
	Iteration 38Q: 3 clusters Score -1666692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1666689.875000 Penalty: 4928.641602
	Iteration 39Q: 3 clusters Score -1666690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1666694.625000 Penalty: 4928.641602
	Iteration 40F: 3 clusters Score -1666695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1666695.625000 Penalty: 4928.641602
	Iteration 41Q: 3 clusters Score -1666696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -1666697.750000 Penalty: 4928.641602
	Iteration 42Q: 3 clusters Score -1666698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1666697.375000 Penalty: 4928.641602
	Iteration 43Q: 3 clusters Score -1666697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1666697.375000 Penalty: 4928.641602
	Iteration 44F: 3 clusters Score -1666697 nChanged 0
22->33 Clusters: Score -146513648.000000, best is -146512160.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 1705460 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 77810 members 
Mstep: Class 3 contains 77356 members 
Mstep: Class 4 contains 77765 members 
Mstep: Class 5 contains 77079 members 
Mstep: Class 6 contains 77441 members 
Mstep: Class 7 contains 77371 members 
Mstep: Class 8 contains 77217 members 
Mstep: Class 9 contains 77476 members 
Mstep: Class 10 contains 77267 members 
Mstep: Class 11 contains 77455 members 
Mstep: Class 12 contains 78199 members 
Mstep: Class 13 contains 76885 members 
Mstep: Class 14 contains 77654 members 
Mstep: Class 15 contains 77628 members 
Mstep: Class 16 contains 77406 members 
Mstep: Class 17 contains 77395 members 
Mstep: Class 18 contains 77906 members 
Mstep: Class 19 contains 77985 members 
Mstep: Class 20 contains 77536 members 
Mstep: Class 21 contains 77087 members 
Mstep: Class 22 contains 77747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1353.075562 but Gain 3558.640625
Score: -138990736.000000 Penalty: 74731.390625
Iteration 0F: 22 clusters Score -1.389907e+08 nChanged 1619885
Entering Unmasked Mstep 
Mstep: Class 0 contains 606 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 242658 members 
Mstep: Class 3 contains 69406 members 
Mstep: Class 4 contains 72123 members 
Mstep: Class 5 contains 155861 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 80818 members 
Mstep: Class 9 contains 55882 members 
Mstep: Class 10 contains 49366 members 
Mstep: Class 11 contains 50261 members 
Mstep: Class 12 contains 134685 members 
Mstep: Class 13 contains 53710 members 
Mstep: Class 14 contains 56081 members 
Mstep: Class 15 contains 65142 members 
Mstep: Class 16 contains 55130 members 
Mstep: Class 17 contains 62689 members 
Mstep: Class 18 contains 61425 members 
Mstep: Class 19 contains 86114 members 
Mstep: Class 20 contains 124875 members 
Mstep: Class 21 contains 35789 members 
Mstep: Class 22 contains 75263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143258784.000000 Penalty: 74731.390625
Iteration 1F: 22 clusters Score -1.432588e+08 nChanged 611383
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 284624 members 
Mstep: Class 3 contains 51648 members 
Mstep: Class 4 contains 91896 members 
Mstep: Class 5 contains 182088 members 
Mstep: Class 7 contains 38740 members 
Mstep: Class 8 contains 73272 members 
Mstep: Class 9 contains 34455 members 
Mstep: Class 10 contains 40801 members 
Mstep: Class 11 contains 56804 members 
Mstep: Class 12 contains 210702 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 34847 members 
Mstep: Class 15 contains 50792 members 
Mstep: Class 16 contains 40946 members 
Mstep: Class 17 contains 69929 members 
Mstep: Class 18 contains 42358 members 
Mstep: Class 19 contains 82603 members 
Mstep: Class 20 contains 111903 members 
Mstep: Class 21 contains 23385 members 
Mstep: Class 22 contains 88824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144287072.000000 Penalty: 74731.390625
Iteration 2F: 22 clusters Score -1.442871e+08 nChanged 458252
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 364573 members 
Mstep: Class 3 contains 37007 members 
Mstep: Class 4 contains 93562 members 
Mstep: Class 5 contains 200299 members 
Mstep: Class 7 contains 28215 members 
Mstep: Class 8 contains 57831 members 
Mstep: Class 9 contains 28604 members 
Mstep: Class 10 contains 28351 members 
Mstep: Class 11 contains 54520 members 
Mstep: Class 12 contains 268885 members 
Mstep: Class 13 contains 19522 members 
Mstep: Class 14 contains 19148 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 33706 members 
Mstep: Class 17 contains 71354 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 72532 members 
Mstep: Class 20 contains 102059 members 
Mstep: Class 21 contains 18615 members 
Mstep: Class 22 contains 81399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144877488.000000 Penalty: 74731.390625
Iteration 3F: 22 clusters Score -1.448775e+08 nChanged 348299
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 464065 members 
Mstep: Class 3 contains 29859 members 
Mstep: Class 4 contains 79952 members 
Mstep: Class 5 contains 211657 members 
Mstep: Class 7 contains 17868 members 
Mstep: Class 8 contains 45672 members 
Mstep: Class 9 contains 24388 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 48256 members 
Mstep: Class 12 contains 300463 members 
Mstep: Class 13 contains 16888 members 
Mstep: Class 14 contains 10441 members 
Mstep: Class 15 contains 41118 members 
Mstep: Class 16 contains 34896 members 
Mstep: Class 17 contains 70273 members 
Mstep: Class 18 contains 19969 members 
Mstep: Class 19 contains 63646 members 
Mstep: Class 20 contains 92062 members 
Mstep: Class 21 contains 17834 members 
Mstep: Class 22 contains 56570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145252096.000000 Penalty: 74731.390625
Iteration 4F: 22 clusters Score -1.452521e+08 nChanged 272952
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 550960 members 
Mstep: Class 3 contains 28797 members 
Mstep: Class 4 contains 65592 members 
Mstep: Class 5 contains 220193 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 38463 members 
Mstep: Class 9 contains 21978 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 12 contains 306603 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 5731 members 
Mstep: Class 15 contains 45200 members 
Mstep: Class 16 contains 36994 members 
Mstep: Class 17 contains 71803 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 54370 members 
Mstep: Class 20 contains 85323 members 
Mstep: Class 21 contains 16800 members 
Mstep: Class 22 contains 31925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145518928.000000 Penalty: 74731.390625
Iteration 5F: 22 clusters Score -1.455189e+08 nChanged 211131
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 610659 members 
Mstep: Class 3 contains 29914 members 
Mstep: Class 4 contains 57892 members 
Mstep: Class 5 contains 227038 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 35548 members 
Mstep: Class 9 contains 21164 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 36393 members 
Mstep: Class 12 contains 292041 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 55930 members 
Mstep: Class 16 contains 38597 members 
Mstep: Class 17 contains 73914 members 
Mstep: Class 18 contains 19058 members 
Mstep: Class 19 contains 45602 members 
Mstep: Class 20 contains 83382 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 16170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2804.406250 but Gain 3558.640625
Score: -145705648.000000 Penalty: 71172.750000
Iteration 6F: 21 clusters Score -1.457056e+08 nChanged 166604
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 648781 members 
Mstep: Class 3 contains 30696 members 
Mstep: Class 4 contains 55431 members 
Mstep: Class 5 contains 232808 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 35566 members 
Mstep: Class 9 contains 21105 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 30407 members 
Mstep: Class 12 contains 266672 members 
Mstep: Class 13 contains 13418 members 
Mstep: Class 15 contains 71537 members 
Mstep: Class 16 contains 39810 members 
Mstep: Class 17 contains 75603 members 
Mstep: Class 18 contains 19769 members 
Mstep: Class 19 contains 39689 members 
Mstep: Class 20 contains 83321 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2120.677979 but Gain 3558.632812
Score: -145836400.000000 Penalty: 67614.117188
Iteration 7F: 20 clusters Score -1.458364e+08 nChanged 129363
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 673371 members 
Mstep: Class 3 contains 30456 members 
Mstep: Class 4 contains 56994 members 
Mstep: Class 5 contains 235349 members 
Mstep: Class 8 contains 36736 members 
Mstep: Class 9 contains 21462 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 11 contains 25002 members 
Mstep: Class 12 contains 238857 members 
Mstep: Class 13 contains 13162 members 
Mstep: Class 15 contains 88531 members 
Mstep: Class 16 contains 40529 members 
Mstep: Class 17 contains 76262 members 
Mstep: Class 18 contains 20287 members 
Mstep: Class 19 contains 36855 members 
Mstep: Class 20 contains 83149 members 
Mstep: Class 21 contains 15077 members 
Mstep: Class 22 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1754.527954 but Gain 3558.640625
Score: -145925472.000000 Penalty: 64055.476562
Iteration 8F: 19 clusters Score -1.459255e+08 nChanged 101087
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 690535 members 
Mstep: Class 3 contains 29939 members 
Mstep: Class 4 contains 60837 members 
Mstep: Class 5 contains 235320 members 
Mstep: Class 8 contains 38313 members 
Mstep: Class 9 contains 21965 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 20165 members 
Mstep: Class 12 contains 212160 members 
Mstep: Class 13 contains 13121 members 
Mstep: Class 15 contains 103402 members 
Mstep: Class 16 contains 40966 members 
Mstep: Class 17 contains 76283 members 
Mstep: Class 18 contains 20698 members 
Mstep: Class 19 contains 35844 members 
Mstep: Class 20 contains 83009 members 
Mstep: Class 21 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145994992.000000 Penalty: 64055.476562
Iteration 9F: 19 clusters Score -1.45995e+08 nChanged 81320
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 706710 members 
Mstep: Class 3 contains 29036 members 
Mstep: Class 4 contains 66152 members 
Mstep: Class 5 contains 232465 members 
Mstep: Class 8 contains 39236 members 
Mstep: Class 9 contains 22654 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 15634 members 
Mstep: Class 12 contains 186926 members 
Mstep: Class 13 contains 13273 members 
Mstep: Class 15 contains 114668 members 
Mstep: Class 16 contains 41239 members 
Mstep: Class 17 contains 75947 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 35538 members 
Mstep: Class 20 contains 82788 members 
Mstep: Class 21 contains 14922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146056624.000000 Penalty: 64055.476562
Iteration 10Q: 19 clusters Score -1.460566e+08 nChanged 71817
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 722394 members 
Mstep: Class 3 contains 28125 members 
Mstep: Class 4 contains 74353 members 
Mstep: Class 5 contains 227536 members 
Mstep: Class 8 contains 39711 members 
Mstep: Class 9 contains 23578 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 162657 members 
Mstep: Class 13 contains 13491 members 
Mstep: Class 15 contains 123378 members 
Mstep: Class 16 contains 41408 members 
Mstep: Class 17 contains 76097 members 
Mstep: Class 18 contains 21470 members 
Mstep: Class 19 contains 35438 members 
Mstep: Class 20 contains 82304 members 
Mstep: Class 21 contains 14748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146116240.000000 Penalty: 64055.476562
Iteration 11Q: 19 clusters Score -1.461162e+08 nChanged 64418
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 736944 members 
Mstep: Class 3 contains 27211 members 
Mstep: Class 4 contains 85130 members 
Mstep: Class 5 contains 221237 members 
Mstep: Class 8 contains 39742 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 139354 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 15 contains 129674 members 
Mstep: Class 16 contains 41460 members 
Mstep: Class 17 contains 76672 members 
Mstep: Class 18 contains 21961 members 
Mstep: Class 19 contains 35335 members 
Mstep: Class 20 contains 81736 members 
Mstep: Class 21 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146158688.000000 Penalty: 64055.476562
Iteration 12Q: 19 clusters Score -1.461587e+08 nChanged 55280
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 750976 members 
Mstep: Class 3 contains 26382 members 
Mstep: Class 4 contains 94430 members 
Mstep: Class 5 contains 215010 members 
Mstep: Class 8 contains 39498 members 
Mstep: Class 9 contains 25798 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 5761 members 
Mstep: Class 12 contains 118151 members 
Mstep: Class 13 contains 14084 members 
Mstep: Class 15 contains 134368 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 77181 members 
Mstep: Class 18 contains 22511 members 
Mstep: Class 19 contains 35107 members 
Mstep: Class 20 contains 81143 members 
Mstep: Class 21 contains 14570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146185968.000000 Penalty: 64055.476562
Iteration 13Q: 19 clusters Score -1.46186e+08 nChanged 46715
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 764370 members 
Mstep: Class 3 contains 25680 members 
Mstep: Class 4 contains 101241 members 
Mstep: Class 5 contains 209432 members 
Mstep: Class 8 contains 39038 members 
Mstep: Class 9 contains 27063 members 
Mstep: Class 10 contains 7129 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 99660 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 15 contains 137881 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 77643 members 
Mstep: Class 18 contains 23118 members 
Mstep: Class 19 contains 34703 members 
Mstep: Class 20 contains 80540 members 
Mstep: Class 21 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146203792.000000 Penalty: 64055.476562
Iteration 14Q: 19 clusters Score -1.462038e+08 nChanged 39472
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 776562 members 
Mstep: Class 3 contains 25059 members 
Mstep: Class 4 contains 106211 members 
Mstep: Class 5 contains 204762 members 
Mstep: Class 8 contains 38448 members 
Mstep: Class 9 contains 28314 members 
Mstep: Class 10 contains 8013 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 83901 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 15 contains 140494 members 
Mstep: Class 16 contains 40946 members 
Mstep: Class 17 contains 77964 members 
Mstep: Class 18 contains 23697 members 
Mstep: Class 19 contains 34206 members 
Mstep: Class 20 contains 80042 members 
Mstep: Class 21 contains 14601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146214384.000000 Penalty: 64055.476562
Iteration 15Q: 19 clusters Score -1.462144e+08 nChanged 33696
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 787404 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 109838 members 
Mstep: Class 5 contains 201016 members 
Mstep: Class 8 contains 37861 members 
Mstep: Class 9 contains 29523 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 4244 members 
Mstep: Class 12 contains 70596 members 
Mstep: Class 13 contains 15105 members 
Mstep: Class 15 contains 142472 members 
Mstep: Class 16 contains 40569 members 
Mstep: Class 17 contains 78164 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 33646 members 
Mstep: Class 20 contains 79641 members 
Mstep: Class 21 contains 14671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146222352.000000 Penalty: 64055.476562
Iteration 16Q: 19 clusters Score -1.462224e+08 nChanged 28440
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 796480 members 
Mstep: Class 3 contains 24264 members 
Mstep: Class 4 contains 112497 members 
Mstep: Class 5 contains 198090 members 
Mstep: Class 8 contains 37216 members 
Mstep: Class 9 contains 30676 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 11 contains 4063 members 
Mstep: Class 12 contains 59779 members 
Mstep: Class 13 contains 15506 members 
Mstep: Class 15 contains 143952 members 
Mstep: Class 16 contains 40128 members 
Mstep: Class 17 contains 78301 members 
Mstep: Class 18 contains 24793 members 
Mstep: Class 19 contains 33086 members 
Mstep: Class 20 contains 79235 members 
Mstep: Class 21 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146227488.000000 Penalty: 64055.476562
Iteration 17Q: 19 clusters Score -1.462275e+08 nChanged 23896
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 803439 members 
Mstep: Class 3 contains 24044 members 
Mstep: Class 4 contains 114494 members 
Mstep: Class 5 contains 195755 members 
Mstep: Class 8 contains 36676 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 3912 members 
Mstep: Class 12 contains 51499 members 
Mstep: Class 13 contains 15867 members 
Mstep: Class 15 contains 145045 members 
Mstep: Class 16 contains 39634 members 
Mstep: Class 17 contains 78407 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 32514 members 
Mstep: Class 20 contains 78864 members 
Mstep: Class 21 contains 14819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146231616.000000 Penalty: 64055.476562
Iteration 18Q: 19 clusters Score -1.462316e+08 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 808443 members 
Mstep: Class 3 contains 23909 members 
Mstep: Class 4 contains 116022 members 
Mstep: Class 5 contains 193819 members 
Mstep: Class 8 contains 36278 members 
Mstep: Class 9 contains 32958 members 
Mstep: Class 10 contains 10140 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 12 contains 45534 members 
Mstep: Class 13 contains 16124 members 
Mstep: Class 15 contains 145820 members 
Mstep: Class 16 contains 39222 members 
Mstep: Class 17 contains 78521 members 
Mstep: Class 18 contains 25805 members 
Mstep: Class 19 contains 31978 members 
Mstep: Class 20 contains 78505 members 
Mstep: Class 21 contains 14910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146234800.000000 Penalty: 64055.476562
Iteration 19Q: 19 clusters Score -1.462348e+08 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 811544 members 
Mstep: Class 3 contains 23827 members 
Mstep: Class 4 contains 117248 members 
Mstep: Class 5 contains 192300 members 
Mstep: Class 8 contains 35999 members 
Mstep: Class 9 contains 33837 members 
Mstep: Class 10 contains 10397 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 41556 members 
Mstep: Class 13 contains 16297 members 
Mstep: Class 15 contains 146394 members 
Mstep: Class 16 contains 38897 members 
Mstep: Class 17 contains 78698 members 
Mstep: Class 18 contains 26327 members 
Mstep: Class 19 contains 31482 members 
Mstep: Class 20 contains 78147 members 
Mstep: Class 21 contains 14993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146239024.000000 Penalty: 64055.476562
Iteration 20F: 19 clusters Score -1.46239e+08 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 812880 members 
Mstep: Class 3 contains 23710 members 
Mstep: Class 4 contains 119279 members 
Mstep: Class 5 contains 190488 members 
Mstep: Class 8 contains 35853 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 38816 members 
Mstep: Class 13 contains 16516 members 
Mstep: Class 15 contains 146804 members 
Mstep: Class 16 contains 38578 members 
Mstep: Class 17 contains 78822 members 
Mstep: Class 18 contains 26822 members 
Mstep: Class 19 contains 31042 members 
Mstep: Class 20 contains 77773 members 
Mstep: Class 21 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146242832.000000 Penalty: 64055.476562
Iteration 21Q: 19 clusters Score -1.462428e+08 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 813439 members 
Mstep: Class 3 contains 23551 members 
Mstep: Class 4 contains 120872 members 
Mstep: Class 5 contains 188928 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 9 contains 35161 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 37090 members 
Mstep: Class 13 contains 16652 members 
Mstep: Class 15 contains 147154 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 79060 members 
Mstep: Class 18 contains 27290 members 
Mstep: Class 19 contains 30627 members 
Mstep: Class 20 contains 77476 members 
Mstep: Class 21 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146245632.000000 Penalty: 64055.476562
Iteration 22Q: 19 clusters Score -1.462456e+08 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 813489 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 122152 members 
Mstep: Class 5 contains 187620 members 
Mstep: Class 8 contains 35747 members 
Mstep: Class 9 contains 35707 members 
Mstep: Class 10 contains 11668 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 35995 members 
Mstep: Class 13 contains 16749 members 
Mstep: Class 15 contains 147484 members 
Mstep: Class 16 contains 38102 members 
Mstep: Class 17 contains 79345 members 
Mstep: Class 18 contains 27809 members 
Mstep: Class 19 contains 30218 members 
Mstep: Class 20 contains 77215 members 
Mstep: Class 21 contains 15049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146248816.000000 Penalty: 64055.476562
Iteration 23Q: 19 clusters Score -1.462488e+08 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 813290 members 
Mstep: Class 3 contains 23367 members 
Mstep: Class 4 contains 123277 members 
Mstep: Class 5 contains 186391 members 
Mstep: Class 8 contains 35775 members 
Mstep: Class 9 contains 36181 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 35259 members 
Mstep: Class 13 contains 16775 members 
Mstep: Class 15 contains 147733 members 
Mstep: Class 16 contains 37929 members 
Mstep: Class 17 contains 79607 members 
Mstep: Class 18 contains 28349 members 
Mstep: Class 19 contains 29869 members 
Mstep: Class 20 contains 76889 members 
Mstep: Class 21 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146251056.000000 Penalty: 64055.476562
Iteration 24Q: 19 clusters Score -1.462511e+08 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 812649 members 
Mstep: Class 3 contains 23324 members 
Mstep: Class 4 contains 124275 members 
Mstep: Class 5 contains 185309 members 
Mstep: Class 8 contains 35872 members 
Mstep: Class 9 contains 36565 members 
Mstep: Class 10 contains 12233 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 34783 members 
Mstep: Class 13 contains 16850 members 
Mstep: Class 15 contains 147998 members 
Mstep: Class 16 contains 37770 members 
Mstep: Class 17 contains 79847 members 
Mstep: Class 18 contains 28909 members 
Mstep: Class 19 contains 29562 members 
Mstep: Class 20 contains 76613 members 
Mstep: Class 21 contains 15014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146253744.000000 Penalty: 64055.476562
Iteration 25Q: 19 clusters Score -1.462537e+08 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 811789 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 125176 members 
Mstep: Class 5 contains 184269 members 
Mstep: Class 8 contains 36002 members 
Mstep: Class 9 contains 36860 members 
Mstep: Class 10 contains 12454 members 
Mstep: Class 11 contains 2137 members 
Mstep: Class 12 contains 34496 members 
Mstep: Class 13 contains 16971 members 
Mstep: Class 15 contains 148274 members 
Mstep: Class 16 contains 37670 members 
Mstep: Class 17 contains 80057 members 
Mstep: Class 18 contains 29468 members 
Mstep: Class 19 contains 29311 members 
Mstep: Class 20 contains 76326 members 
Mstep: Class 21 contains 14965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146257696.000000 Penalty: 64055.476562
Iteration 26Q: 19 clusters Score -1.462577e+08 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 810752 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 125964 members 
Mstep: Class 5 contains 183341 members 
Mstep: Class 8 contains 36114 members 
Mstep: Class 9 contains 37143 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 34325 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 15 contains 148542 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 17 contains 80192 members 
Mstep: Class 18 contains 30048 members 
Mstep: Class 19 contains 29086 members 
Mstep: Class 20 contains 75970 members 
Mstep: Class 21 contains 14900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146260048.000000 Penalty: 64055.476562
Iteration 27Q: 19 clusters Score -1.4626e+08 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 809494 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 126703 members 
Mstep: Class 5 contains 182541 members 
Mstep: Class 8 contains 36215 members 
Mstep: Class 9 contains 37365 members 
Mstep: Class 10 contains 12935 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 34268 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 15 contains 148858 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 80284 members 
Mstep: Class 18 contains 30594 members 
Mstep: Class 19 contains 28892 members 
Mstep: Class 20 contains 75663 members 
Mstep: Class 21 contains 14806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146263248.000000 Penalty: 64055.476562
Iteration 28Q: 19 clusters Score -1.462632e+08 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 808016 members 
Mstep: Class 3 contains 23334 members 
Mstep: Class 4 contains 127402 members 
Mstep: Class 5 contains 181755 members 
Mstep: Class 8 contains 36299 members 
Mstep: Class 9 contains 37736 members 
Mstep: Class 10 contains 13148 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 34278 members 
Mstep: Class 13 contains 17500 members 
Mstep: Class 15 contains 149151 members 
Mstep: Class 16 contains 37657 members 
Mstep: Class 17 contains 80358 members 
Mstep: Class 18 contains 31147 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 75325 members 
Mstep: Class 21 contains 14693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146266064.000000 Penalty: 64055.476562
Iteration 29Q: 19 clusters Score -1.462661e+08 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 806599 members 
Mstep: Class 3 contains 23368 members 
Mstep: Class 4 contains 128028 members 
Mstep: Class 5 contains 180936 members 
Mstep: Class 8 contains 36386 members 
Mstep: Class 9 contains 38135 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 34265 members 
Mstep: Class 13 contains 17657 members 
Mstep: Class 15 contains 149462 members 
Mstep: Class 16 contains 37788 members 
Mstep: Class 17 contains 80403 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 28610 members 
Mstep: Class 20 contains 75050 members 
Mstep: Class 21 contains 14580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146268528.000000 Penalty: 64055.476562
Iteration 30Q: 19 clusters Score -1.462685e+08 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 805234 members 
Mstep: Class 3 contains 23386 members 
Mstep: Class 4 contains 128636 members 
Mstep: Class 5 contains 180266 members 
Mstep: Class 8 contains 36471 members 
Mstep: Class 9 contains 38535 members 
Mstep: Class 10 contains 13437 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 34264 members 
Mstep: Class 13 contains 17778 members 
Mstep: Class 15 contains 149722 members 
Mstep: Class 16 contains 37911 members 
Mstep: Class 17 contains 80453 members 
Mstep: Class 18 contains 32159 members 
Mstep: Class 19 contains 28490 members 
Mstep: Class 20 contains 74797 members 
Mstep: Class 21 contains 14431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146270000.000000 Penalty: 64055.476562
Iteration 31Q: 19 clusters Score -1.4627e+08 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 804016 members 
Mstep: Class 3 contains 23428 members 
Mstep: Class 4 contains 129200 members 
Mstep: Class 5 contains 179596 members 
Mstep: Class 8 contains 36500 members 
Mstep: Class 9 contains 38872 members 
Mstep: Class 10 contains 13524 members 
Mstep: Class 11 contains 1236 members 
Mstep: Class 12 contains 34314 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 15 contains 149973 members 
Mstep: Class 16 contains 38068 members 
Mstep: Class 17 contains 80472 members 
Mstep: Class 18 contains 32616 members 
Mstep: Class 19 contains 28407 members 
Mstep: Class 20 contains 74562 members 
Mstep: Class 21 contains 14281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146271408.000000 Penalty: 64055.476562
Iteration 32Q: 19 clusters Score -1.462714e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 802932 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 129693 members 
Mstep: Class 5 contains 179037 members 
Mstep: Class 8 contains 36531 members 
Mstep: Class 9 contains 39188 members 
Mstep: Class 10 contains 13585 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 34381 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 15 contains 150219 members 
Mstep: Class 16 contains 38185 members 
Mstep: Class 17 contains 80452 members 
Mstep: Class 18 contains 33076 members 
Mstep: Class 19 contains 28329 members 
Mstep: Class 20 contains 74313 members 
Mstep: Class 21 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146272256.000000 Penalty: 64055.476562
Iteration 33Q: 19 clusters Score -1.462723e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 801958 members 
Mstep: Class 3 contains 23476 members 
Mstep: Class 4 contains 130165 members 
Mstep: Class 5 contains 178518 members 
Mstep: Class 8 contains 36524 members 
Mstep: Class 9 contains 39461 members 
Mstep: Class 10 contains 13654 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 34404 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 15 contains 150470 members 
Mstep: Class 16 contains 38299 members 
Mstep: Class 17 contains 80448 members 
Mstep: Class 18 contains 33521 members 
Mstep: Class 19 contains 28263 members 
Mstep: Class 20 contains 74060 members 
Mstep: Class 21 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146273456.000000 Penalty: 64055.476562
Iteration 34Q: 19 clusters Score -1.462735e+08 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 801129 members 
Mstep: Class 3 contains 23494 members 
Mstep: Class 4 contains 130661 members 
Mstep: Class 5 contains 177984 members 
Mstep: Class 8 contains 36504 members 
Mstep: Class 9 contains 39677 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 34400 members 
Mstep: Class 13 contains 18123 members 
Mstep: Class 15 contains 150718 members 
Mstep: Class 16 contains 38381 members 
Mstep: Class 17 contains 80451 members 
Mstep: Class 18 contains 33945 members 
Mstep: Class 19 contains 28199 members 
Mstep: Class 20 contains 73822 members 
Mstep: Class 21 contains 13712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146274464.000000 Penalty: 64055.476562
Iteration 35Q: 19 clusters Score -1.462745e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 800276 members 
Mstep: Class 3 contains 23513 members 
Mstep: Class 4 contains 131129 members 
Mstep: Class 5 contains 177510 members 
Mstep: Class 8 contains 36475 members 
Mstep: Class 9 contains 39852 members 
Mstep: Class 10 contains 13771 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 34431 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 15 contains 150983 members 
Mstep: Class 16 contains 38468 members 
Mstep: Class 17 contains 80453 members 
Mstep: Class 18 contains 34385 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 73640 members 
Mstep: Class 21 contains 13504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146275664.000000 Penalty: 64055.476562
Iteration 36Q: 19 clusters Score -1.462757e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 799583 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 131553 members 
Mstep: Class 5 contains 177036 members 
Mstep: Class 8 contains 36432 members 
Mstep: Class 9 contains 39976 members 
Mstep: Class 10 contains 13825 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 34454 members 
Mstep: Class 13 contains 18204 members 
Mstep: Class 15 contains 151288 members 
Mstep: Class 16 contains 38548 members 
Mstep: Class 17 contains 80447 members 
Mstep: Class 18 contains 34754 members 
Mstep: Class 19 contains 28065 members 
Mstep: Class 20 contains 73453 members 
Mstep: Class 21 contains 13311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146276032.000000 Penalty: 64055.476562
Iteration 37Q: 19 clusters Score -1.46276e+08 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 799017 members 
Mstep: Class 3 contains 23555 members 
Mstep: Class 4 contains 131955 members 
Mstep: Class 5 contains 176601 members 
Mstep: Class 8 contains 36373 members 
Mstep: Class 9 contains 40032 members 
Mstep: Class 10 contains 13867 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 34483 members 
Mstep: Class 13 contains 18244 members 
Mstep: Class 15 contains 151566 members 
Mstep: Class 16 contains 38624 members 
Mstep: Class 17 contains 80460 members 
Mstep: Class 18 contains 35088 members 
Mstep: Class 19 contains 28008 members 
Mstep: Class 20 contains 73274 members 
Mstep: Class 21 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146276688.000000 Penalty: 64055.476562
Iteration 38Q: 19 clusters Score -1.462767e+08 nChanged 3056
Entering ConstructFrom: 
Score: -146276688.000000 Penalty: 64055.476562
Entering ConstructFrom: 
Trying to split cluster 1 (10222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Entering Unmasked Estep 
Score: -923730.750000 Penalty: 2289.609863
	Iteration 0F: 2 clusters Score -923730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -915910.062500 Penalty: 4579.219727
	Iteration 0F: 3 clusters Score -915910.1 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -918260.625000 Penalty: 4579.219727
	Iteration 1F: 3 clusters Score -918260.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -918597.062500 Penalty: 4579.219727
	Iteration 2F: 3 clusters Score -918597.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -918850.625000 Penalty: 4579.219727
	Iteration 3F: 3 clusters Score -918850.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -919065.312500 Penalty: 4579.219727
	Iteration 4Q: 3 clusters Score -919065.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -919258.000000 Penalty: 4579.219727
	Iteration 5Q: 3 clusters Score -919258 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -919468.500000 Penalty: 4579.219727
	Iteration 6Q: 3 clusters Score -919468.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -919699.000000 Penalty: 4579.219727
	Iteration 7Q: 3 clusters Score -919699 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -919957.437500 Penalty: 4579.219727
	Iteration 8Q: 3 clusters Score -919957.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -920232.062500 Penalty: 4579.219727
	Iteration 9Q: 3 clusters Score -920232.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -920527.437500 Penalty: 4579.219727
	Iteration 10Q: 3 clusters Score -920527.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -920776.687500 Penalty: 4579.219727
	Iteration 11Q: 3 clusters Score -920776.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -920957.500000 Penalty: 4579.219727
	Iteration 12Q: 3 clusters Score -920957.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -921140.937500 Penalty: 4579.219727
	Iteration 13Q: 3 clusters Score -921140.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -921284.312500 Penalty: 4579.219727
	Iteration 14Q: 3 clusters Score -921284.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -921372.125000 Penalty: 4579.219727
	Iteration 15Q: 3 clusters Score -921372.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -921423.750000 Penalty: 4579.219727
	Iteration 16Q: 3 clusters Score -921423.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -921460.562500 Penalty: 4579.219727
	Iteration 17Q: 3 clusters Score -921460.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -921492.750000 Penalty: 4579.219727
	Iteration 18Q: 3 clusters Score -921492.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -921509.500000 Penalty: 4579.219727
	Iteration 19Q: 3 clusters Score -921509.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -921537.812500 Penalty: 4579.219727
	Iteration 20F: 3 clusters Score -921537.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -921559.687500 Penalty: 4579.219727
	Iteration 21Q: 3 clusters Score -921559.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -921582.437500 Penalty: 4579.219727
	Iteration 22Q: 3 clusters Score -921582.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -921600.875000 Penalty: 4579.219727
	Iteration 23Q: 3 clusters Score -921600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -921615.000000 Penalty: 4579.219727
	Iteration 24Q: 3 clusters Score -921615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -921628.687500 Penalty: 4579.219727
	Iteration 25Q: 3 clusters Score -921628.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -921639.937500 Penalty: 4579.219727
	Iteration 26Q: 3 clusters Score -921639.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -921648.937500 Penalty: 4579.219727
	Iteration 27Q: 3 clusters Score -921648.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -921655.875000 Penalty: 4579.219727
	Iteration 28Q: 3 clusters Score -921655.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -921666.000000 Penalty: 4579.219727
	Iteration 29Q: 3 clusters Score -921666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -921670.125000 Penalty: 4579.219727
	Iteration 30Q: 3 clusters Score -921670.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -921677.312500 Penalty: 4579.219727
	Iteration 31Q: 3 clusters Score -921677.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -921685.250000 Penalty: 4579.219727
	Iteration 32Q: 3 clusters Score -921685.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -921690.125000 Penalty: 4579.219727
	Iteration 33Q: 3 clusters Score -921690.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -921690.500000 Penalty: 4579.219727
	Iteration 34Q: 3 clusters Score -921690.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -921697.687500 Penalty: 4579.219727
	Iteration 35Q: 3 clusters Score -921697.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -921698.687500 Penalty: 4579.219727
	Iteration 36Q: 3 clusters Score -921698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -921703.437500 Penalty: 4579.219727
	Iteration 37Q: 3 clusters Score -921703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -921702.562500 Penalty: 4579.219727
	Iteration 38Q: 3 clusters Score -921702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -921710.062500 Penalty: 4579.219727
	Iteration 39Q: 3 clusters Score -921710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -921711.062500 Penalty: 4579.219727
	Iteration 40F: 3 clusters Score -921711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -921711.250000 Penalty: 4579.219727
	Iteration 41Q: 3 clusters Score -921711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -921713.625000 Penalty: 4579.219727
	Iteration 42Q: 3 clusters Score -921713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -921717.437500 Penalty: 4579.219727
	Iteration 43Q: 3 clusters Score -921717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -921718.375000 Penalty: 4579.219727
	Iteration 44Q: 3 clusters Score -921718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -921720.250000 Penalty: 4579.219727
	Iteration 45Q: 3 clusters Score -921720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -921720.625000 Penalty: 4579.219727
	Iteration 46Q: 3 clusters Score -921720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -921721.562500 Penalty: 4579.219727
	Iteration 47Q: 3 clusters Score -921721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -921724.687500 Penalty: 4579.219727
	Iteration 48Q: 3 clusters Score -921724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -921723.500000 Penalty: 4579.219727
	Iteration 49Q: 3 clusters Score -921723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -921726.250000 Penalty: 4579.219727
	Iteration 50Q: 3 clusters Score -921726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -921727.125000 Penalty: 4579.219727
	Iteration 51Q: 3 clusters Score -921727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -921729.812500 Penalty: 4579.219727
	Iteration 52Q: 3 clusters Score -921729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -921730.375000 Penalty: 4579.219727
	Iteration 53Q: 3 clusters Score -921730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -921733.500000 Penalty: 4579.219727
	Iteration 54Q: 3 clusters Score -921733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -921735.250000 Penalty: 4579.219727
	Iteration 55Q: 3 clusters Score -921735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -921738.375000 Penalty: 4579.219727
	Iteration 56Q: 3 clusters Score -921738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -921741.187500 Penalty: 4579.219727
	Iteration 57Q: 3 clusters Score -921741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -921742.437500 Penalty: 4579.219727
	Iteration 58Q: 3 clusters Score -921742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -921744.562500 Penalty: 4579.219727
	Iteration 59Q: 3 clusters Score -921744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -921744.437500 Penalty: 4579.219727
	Iteration 60F: 3 clusters Score -921744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -921744.125000 Penalty: 4579.219727
	Iteration 61Q: 3 clusters Score -921744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -921744.312500 Penalty: 4579.219727
	Iteration 62Q: 3 clusters Score -921744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -921746.500000 Penalty: 4579.219727
	Iteration 63Q: 3 clusters Score -921746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -921747.625000 Penalty: 4579.219727
	Iteration 64Q: 3 clusters Score -921747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -921747.500000 Penalty: 4579.219727
	Iteration 65Q: 3 clusters Score -921747.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -921747.500000 Penalty: 4579.219727
	Iteration 66F: 3 clusters Score -921747.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (798403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798403 members 
Entering Unmasked Estep 
Score: -69616600.000000 Penalty: 3370.411377
	Iteration 0F: 2 clusters Score -6.96166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400292 members 
Mstep: Class 2 contains 398111 members 
Entering Unmasked Estep 
Score: -69097280.000000 Penalty: 6740.822754
	Iteration 0F: 3 clusters Score -6.909728e+07 nChanged 391989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426259 members 
Mstep: Class 2 contains 372144 members 
Entering Unmasked Estep 
Score: -69339728.000000 Penalty: 6740.822754
	Iteration 1F: 3 clusters Score -6.933973e+07 nChanged 29588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434037 members 
Mstep: Class 2 contains 364366 members 
Entering Unmasked Estep 
Score: -69348448.000000 Penalty: 6740.822754
	Iteration 2Q: 3 clusters Score -6.934845e+07 nChanged 37000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443271 members 
Mstep: Class 2 contains 355132 members 
Entering Unmasked Estep 
Score: -69363984.000000 Penalty: 6740.822754
	Iteration 3Q: 3 clusters Score -6.936398e+07 nChanged 47040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453991 members 
Mstep: Class 2 contains 344412 members 
Entering Unmasked Estep 
Score: -69388424.000000 Penalty: 6740.822754
	Iteration 4F: 3 clusters Score -6.938842e+07 nChanged 56584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464521 members 
Mstep: Class 2 contains 333882 members 
Entering Unmasked Estep 
Score: -69425304.000000 Penalty: 6740.822754
	Iteration 5F: 3 clusters Score -6.94253e+07 nChanged 60432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470109 members 
Mstep: Class 2 contains 328294 members 
Entering Unmasked Estep 
Score: -69467832.000000 Penalty: 6740.822754
	Iteration 6F: 3 clusters Score -6.946783e+07 nChanged 55218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468147 members 
Mstep: Class 2 contains 330256 members 
Entering Unmasked Estep 
Score: -69503656.000000 Penalty: 6740.822754
	Iteration 7F: 3 clusters Score -6.950366e+07 nChanged 41688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461937 members 
Mstep: Class 2 contains 336466 members 
Entering Unmasked Estep 
Score: -69524176.000000 Penalty: 6740.822754
	Iteration 8F: 3 clusters Score -6.952418e+07 nChanged 27734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455621 members 
Mstep: Class 2 contains 342782 members 
Entering Unmasked Estep 
Score: -69535920.000000 Penalty: 6740.822754
	Iteration 9Q: 3 clusters Score -6.953592e+07 nChanged 20222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449493 members 
Mstep: Class 2 contains 348910 members 
Entering Unmasked Estep 
Score: -69545432.000000 Penalty: 6740.822754
	Iteration 10Q: 3 clusters Score -6.954543e+07 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443621 members 
Mstep: Class 2 contains 354782 members 
Entering Unmasked Estep 
Score: -69554984.000000 Penalty: 6740.822754
	Iteration 11Q: 3 clusters Score -6.955498e+07 nChanged 17516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438997 members 
Mstep: Class 2 contains 359406 members 
Entering Unmasked Estep 
Score: -69564048.000000 Penalty: 6740.822754
	Iteration 12Q: 3 clusters Score -6.956405e+07 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436424 members 
Mstep: Class 2 contains 361979 members 
Entering Unmasked Estep 
Score: -69572184.000000 Penalty: 6740.822754
	Iteration 13Q: 3 clusters Score -6.957218e+07 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436284 members 
Mstep: Class 2 contains 362119 members 
Entering Unmasked Estep 
Score: -69579864.000000 Penalty: 6740.822754
	Iteration 14Q: 3 clusters Score -6.957986e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438170 members 
Mstep: Class 2 contains 360233 members 
Entering Unmasked Estep 
Score: -69586440.000000 Penalty: 6740.822754
	Iteration 15Q: 3 clusters Score -6.958644e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441732 members 
Mstep: Class 2 contains 356671 members 
Entering Unmasked Estep 
Score: -69592640.000000 Penalty: 6740.822754
	Iteration 16Q: 3 clusters Score -6.959264e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446407 members 
Mstep: Class 2 contains 351996 members 
Entering Unmasked Estep 
Score: -69599000.000000 Penalty: 6740.822754
	Iteration 17Q: 3 clusters Score -6.9599e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451701 members 
Mstep: Class 2 contains 346702 members 
Entering Unmasked Estep 
Score: -69604152.000000 Penalty: 6740.822754
	Iteration 18Q: 3 clusters Score -6.960415e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457298 members 
Mstep: Class 2 contains 341105 members 
Entering Unmasked Estep 
Score: -69608216.000000 Penalty: 6740.822754
	Iteration 19Q: 3 clusters Score -6.960822e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462945 members 
Mstep: Class 2 contains 335458 members 
Entering Unmasked Estep 
Score: -69611616.000000 Penalty: 6740.822754
	Iteration 20F: 3 clusters Score -6.961162e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468048 members 
Mstep: Class 2 contains 330355 members 
Entering Unmasked Estep 
Score: -69614280.000000 Penalty: 6740.822754
	Iteration 21Q: 3 clusters Score -6.961428e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472456 members 
Mstep: Class 2 contains 325947 members 
Entering Unmasked Estep 
Score: -69617008.000000 Penalty: 6740.822754
	Iteration 22Q: 3 clusters Score -6.961701e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476107 members 
Mstep: Class 2 contains 322296 members 
Entering Unmasked Estep 
Score: -69618432.000000 Penalty: 6740.822754
	Iteration 23Q: 3 clusters Score -6.961843e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479177 members 
Mstep: Class 2 contains 319226 members 
Entering Unmasked Estep 
Score: -69619808.000000 Penalty: 6740.822754
	Iteration 24Q: 3 clusters Score -6.961981e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481534 members 
Mstep: Class 2 contains 316869 members 
Entering Unmasked Estep 
Score: -69620104.000000 Penalty: 6740.822754
	Iteration 25Q: 3 clusters Score -6.96201e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483419 members 
Mstep: Class 2 contains 314984 members 
Entering Unmasked Estep 
Score: -69620896.000000 Penalty: 6740.822754
	Iteration 26Q: 3 clusters Score -6.96209e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484841 members 
Mstep: Class 2 contains 313562 members 
Entering Unmasked Estep 
Score: -69621296.000000 Penalty: 6740.822754
	Iteration 27Q: 3 clusters Score -6.96213e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485874 members 
Mstep: Class 2 contains 312529 members 
Entering Unmasked Estep 
Score: -69621720.000000 Penalty: 6740.822754
	Iteration 28Q: 3 clusters Score -6.962172e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486527 members 
Mstep: Class 2 contains 311876 members 
Entering Unmasked Estep 
Score: -69622032.000000 Penalty: 6740.822754
	Iteration 29Q: 3 clusters Score -6.962203e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486929 members 
Mstep: Class 2 contains 311474 members 
Entering Unmasked Estep 
Score: -69622416.000000 Penalty: 6740.822754
	Iteration 30Q: 3 clusters Score -6.962242e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487174 members 
Mstep: Class 2 contains 311229 members 
Entering Unmasked Estep 
Score: -69622568.000000 Penalty: 6740.822754
	Iteration 31Q: 3 clusters Score -6.962257e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487169 members 
Mstep: Class 2 contains 311234 members 
Entering Unmasked Estep 
Score: -69622960.000000 Penalty: 6740.822754
	Iteration 32Q: 3 clusters Score -6.962296e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486971 members 
Mstep: Class 2 contains 311432 members 
Entering Unmasked Estep 
Score: -69623216.000000 Penalty: 6740.822754
	Iteration 33Q: 3 clusters Score -6.962322e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486495 members 
Mstep: Class 2 contains 311908 members 
Entering Unmasked Estep 
Score: -69623424.000000 Penalty: 6740.822754
	Iteration 34Q: 3 clusters Score -6.962342e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485796 members 
Mstep: Class 2 contains 312607 members 
Entering Unmasked Estep 
Score: -69623656.000000 Penalty: 6740.822754
	Iteration 35Q: 3 clusters Score -6.962366e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484924 members 
Mstep: Class 2 contains 313479 members 
Entering Unmasked Estep 
Score: -69624152.000000 Penalty: 6740.822754
	Iteration 36Q: 3 clusters Score -6.962415e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483761 members 
Mstep: Class 2 contains 314642 members 
Entering Unmasked Estep 
Score: -69624720.000000 Penalty: 6740.822754
	Iteration 37Q: 3 clusters Score -6.962472e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482243 members 
Mstep: Class 2 contains 316160 members 
Entering Unmasked Estep 
Score: -69625336.000000 Penalty: 6740.822754
	Iteration 38Q: 3 clusters Score -6.962534e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480421 members 
Mstep: Class 2 contains 317982 members 
Entering Unmasked Estep 
Score: -69626072.000000 Penalty: 6740.822754
	Iteration 39Q: 3 clusters Score -6.962607e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478348 members 
Mstep: Class 2 contains 320055 members 
Entering Unmasked Estep 
Score: -69626632.000000 Penalty: 6740.822754
	Iteration 40F: 3 clusters Score -6.962663e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475955 members 
Mstep: Class 2 contains 322448 members 
Entering Unmasked Estep 
Score: -69627048.000000 Penalty: 6740.822754
	Iteration 41Q: 3 clusters Score -6.962705e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473234 members 
Mstep: Class 2 contains 325169 members 
Entering Unmasked Estep 
Score: -69627496.000000 Penalty: 6740.822754
	Iteration 42Q: 3 clusters Score -6.96275e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470078 members 
Mstep: Class 2 contains 328325 members 
Entering Unmasked Estep 
Score: -69628208.000000 Penalty: 6740.822754
	Iteration 43Q: 3 clusters Score -6.962821e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466535 members 
Mstep: Class 2 contains 331868 members 
Entering Unmasked Estep 
Score: -69629280.000000 Penalty: 6740.822754
	Iteration 44Q: 3 clusters Score -6.962928e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462666 members 
Mstep: Class 2 contains 335737 members 
Entering Unmasked Estep 
Score: -69630104.000000 Penalty: 6740.822754
	Iteration 45Q: 3 clusters Score -6.96301e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458560 members 
Mstep: Class 2 contains 339843 members 
Entering Unmasked Estep 
Score: -69631224.000000 Penalty: 6740.822754
	Iteration 46Q: 3 clusters Score -6.963122e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454223 members 
Mstep: Class 2 contains 344180 members 
Entering Unmasked Estep 
Score: -69632624.000000 Penalty: 6740.822754
	Iteration 47Q: 3 clusters Score -6.963262e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449541 members 
Mstep: Class 2 contains 348862 members 
Entering Unmasked Estep 
Score: -69634384.000000 Penalty: 6740.822754
	Iteration 48Q: 3 clusters Score -6.963438e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444740 members 
Mstep: Class 2 contains 353663 members 
Entering Unmasked Estep 
Score: -69635880.000000 Penalty: 6740.822754
	Iteration 49Q: 3 clusters Score -6.963588e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439953 members 
Mstep: Class 2 contains 358450 members 
Entering Unmasked Estep 
Score: -69637608.000000 Penalty: 6740.822754
	Iteration 50Q: 3 clusters Score -6.963761e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435345 members 
Mstep: Class 2 contains 363058 members 
Entering Unmasked Estep 
Score: -69638536.000000 Penalty: 6740.822754
	Iteration 51Q: 3 clusters Score -6.963854e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430896 members 
Mstep: Class 2 contains 367507 members 
Entering Unmasked Estep 
Score: -69639384.000000 Penalty: 6740.822754
	Iteration 52Q: 3 clusters Score -6.963938e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426685 members 
Mstep: Class 2 contains 371718 members 
Entering Unmasked Estep 
Score: -69640240.000000 Penalty: 6740.822754
	Iteration 53Q: 3 clusters Score -6.964024e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422730 members 
Mstep: Class 2 contains 375673 members 
Entering Unmasked Estep 
Score: -69641032.000000 Penalty: 6740.822754
	Iteration 54Q: 3 clusters Score -6.964103e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419117 members 
Mstep: Class 2 contains 379286 members 
Entering Unmasked Estep 
Score: -69641776.000000 Penalty: 6740.822754
	Iteration 55Q: 3 clusters Score -6.964178e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415855 members 
Mstep: Class 2 contains 382548 members 
Entering Unmasked Estep 
Score: -69642280.000000 Penalty: 6740.822754
	Iteration 56Q: 3 clusters Score -6.964228e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412836 members 
Mstep: Class 2 contains 385567 members 
Entering Unmasked Estep 
Score: -69642632.000000 Penalty: 6740.822754
	Iteration 57Q: 3 clusters Score -6.964263e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410137 members 
Mstep: Class 2 contains 388266 members 
Entering Unmasked Estep 
Score: -69642616.000000 Penalty: 6740.822754
	Iteration 58Q: 3 clusters Score -6.964262e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407805 members 
Mstep: Class 2 contains 390598 members 
Entering Unmasked Estep 
Score: -69642784.000000 Penalty: 6740.822754
	Iteration 59Q: 3 clusters Score -6.964278e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405752 members 
Mstep: Class 2 contains 392651 members 
Entering Unmasked Estep 
Score: -69642800.000000 Penalty: 6740.822754
	Iteration 60F: 3 clusters Score -6.96428e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403986 members 
Mstep: Class 2 contains 394417 members 
Entering Unmasked Estep 
Score: -69642720.000000 Penalty: 6740.822754
	Iteration 61Q: 3 clusters Score -6.964272e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402456 members 
Mstep: Class 2 contains 395947 members 
Entering Unmasked Estep 
Score: -69642792.000000 Penalty: 6740.822754
	Iteration 62Q: 3 clusters Score -6.964279e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401116 members 
Mstep: Class 2 contains 397287 members 
Entering Unmasked Estep 
Score: -69642840.000000 Penalty: 6740.822754
	Iteration 63Q: 3 clusters Score -6.964284e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399982 members 
Mstep: Class 2 contains 398421 members 
Entering Unmasked Estep 
Score: -69642920.000000 Penalty: 6740.822754
	Iteration 64Q: 3 clusters Score -6.964292e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398959 members 
Mstep: Class 2 contains 399444 members 
Entering Unmasked Estep 
Score: -69642888.000000 Penalty: 6740.822754
	Iteration 65Q: 3 clusters Score -6.964289e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398031 members 
Mstep: Class 2 contains 400372 members 
Entering Unmasked Estep 
Score: -69642880.000000 Penalty: 6740.822754
	Iteration 66Q: 3 clusters Score -6.964288e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397204 members 
Mstep: Class 2 contains 401199 members 
Entering Unmasked Estep 
Score: -69642864.000000 Penalty: 6740.822754
	Iteration 67Q: 3 clusters Score -6.964286e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396461 members 
Mstep: Class 2 contains 401942 members 
Entering Unmasked Estep 
Score: -69642936.000000 Penalty: 6740.822754
	Iteration 68Q: 3 clusters Score -6.964294e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395803 members 
Mstep: Class 2 contains 402600 members 
Entering Unmasked Estep 
Score: -69642912.000000 Penalty: 6740.822754
	Iteration 69Q: 3 clusters Score -6.964291e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395278 members 
Mstep: Class 2 contains 403125 members 
Entering Unmasked Estep 
Score: -69642912.000000 Penalty: 6740.822754
	Iteration 70Q: 3 clusters Score -6.964291e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394812 members 
Mstep: Class 2 contains 403591 members 
Entering Unmasked Estep 
Score: -69642960.000000 Penalty: 6740.822754
	Iteration 71Q: 3 clusters Score -6.964296e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394396 members 
Mstep: Class 2 contains 404007 members 
Entering Unmasked Estep 
Score: -69642912.000000 Penalty: 6740.822754
	Iteration 72Q: 3 clusters Score -6.964291e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394068 members 
Mstep: Class 2 contains 404335 members 
Entering Unmasked Estep 
Score: -69642904.000000 Penalty: 6740.822754
	Iteration 73Q: 3 clusters Score -6.96429e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393771 members 
Mstep: Class 2 contains 404632 members 
Entering Unmasked Estep 
Score: -69642888.000000 Penalty: 6740.822754
	Iteration 74Q: 3 clusters Score -6.964289e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393540 members 
Mstep: Class 2 contains 404863 members 
Entering Unmasked Estep 
Score: -69642920.000000 Penalty: 6740.822754
	Iteration 75Q: 3 clusters Score -6.964292e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393308 members 
Mstep: Class 2 contains 405095 members 
Entering Unmasked Estep 
Score: -69642864.000000 Penalty: 6740.822754
	Iteration 76Q: 3 clusters Score -6.964286e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393092 members 
Mstep: Class 2 contains 405311 members 
Entering Unmasked Estep 
Score: -69642808.000000 Penalty: 6740.822754
	Iteration 77Q: 3 clusters Score -6.964281e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392902 members 
Mstep: Class 2 contains 405501 members 
Entering Unmasked Estep 
Score: -69642856.000000 Penalty: 6740.822754
	Iteration 78Q: 3 clusters Score -6.964286e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392738 members 
Mstep: Class 2 contains 405665 members 
Entering Unmasked Estep 
Score: -69642784.000000 Penalty: 6740.822754
	Iteration 79Q: 3 clusters Score -6.964278e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392619 members 
Mstep: Class 2 contains 405784 members 
Entering Unmasked Estep 
Score: -69642840.000000 Penalty: 6740.822754
	Iteration 80F: 3 clusters Score -6.964284e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392490 members 
Mstep: Class 2 contains 405913 members 
Entering Unmasked Estep 
Score: -69642808.000000 Penalty: 6740.822754
	Iteration 81Q: 3 clusters Score -6.964281e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392380 members 
Mstep: Class 2 contains 406023 members 
Entering Unmasked Estep 
Score: -69642904.000000 Penalty: 6740.822754
	Iteration 82Q: 3 clusters Score -6.96429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392287 members 
Mstep: Class 2 contains 406116 members 
Entering Unmasked Estep 
Score: -69642896.000000 Penalty: 6740.822754
	Iteration 83Q: 3 clusters Score -6.96429e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392220 members 
Mstep: Class 2 contains 406183 members 
Entering Unmasked Estep 
Score: -69642912.000000 Penalty: 6740.822754
	Iteration 84Q: 3 clusters Score -6.964291e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392150 members 
Mstep: Class 2 contains 406253 members 
Entering Unmasked Estep 
Score: -69642968.000000 Penalty: 6740.822754
	Iteration 85Q: 3 clusters Score -6.964297e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392083 members 
Mstep: Class 2 contains 406320 members 
Entering Unmasked Estep 
Score: -69642984.000000 Penalty: 6740.822754
	Iteration 86Q: 3 clusters Score -6.964298e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392036 members 
Mstep: Class 2 contains 406367 members 
Entering Unmasked Estep 
Score: -69643008.000000 Penalty: 6740.822754
	Iteration 87Q: 3 clusters Score -6.964301e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391988 members 
Mstep: Class 2 contains 406415 members 
Entering Unmasked Estep 
Score: -69643032.000000 Penalty: 6740.822754
	Iteration 88Q: 3 clusters Score -6.964303e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391941 members 
Mstep: Class 2 contains 406462 members 
Entering Unmasked Estep 
Score: -69643032.000000 Penalty: 6740.822754
	Iteration 89Q: 3 clusters Score -6.964303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391911 members 
Mstep: Class 2 contains 406492 members 
Entering Unmasked Estep 
Score: -69643040.000000 Penalty: 6740.822754
	Iteration 90Q: 3 clusters Score -6.964304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391885 members 
Mstep: Class 2 contains 406518 members 
Entering Unmasked Estep 
Score: -69643024.000000 Penalty: 6740.822754
	Iteration 91Q: 3 clusters Score -6.964302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391868 members 
Mstep: Class 2 contains 406535 members 
Entering Unmasked Estep 
Score: -69642984.000000 Penalty: 6740.822754
	Iteration 92Q: 3 clusters Score -6.964298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391854 members 
Mstep: Class 2 contains 406549 members 
Entering Unmasked Estep 
Score: -69642960.000000 Penalty: 6740.822754
	Iteration 93Q: 3 clusters Score -6.964296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391833 members 
Mstep: Class 2 contains 406570 members 
Entering Unmasked Estep 
Score: -69642952.000000 Penalty: 6740.822754
	Iteration 94Q: 3 clusters Score -6.964295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391814 members 
Mstep: Class 2 contains 406589 members 
Entering Unmasked Estep 
Score: -69642968.000000 Penalty: 6740.822754
	Iteration 95Q: 3 clusters Score -6.964297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391800 members 
Mstep: Class 2 contains 406603 members 
Entering Unmasked Estep 
Score: -69643016.000000 Penalty: 6740.822754
	Iteration 96Q: 3 clusters Score -6.964302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391783 members 
Mstep: Class 2 contains 406620 members 
Entering Unmasked Estep 
Score: -69642992.000000 Penalty: 6740.822754
	Iteration 97Q: 3 clusters Score -6.964299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391768 members 
Mstep: Class 2 contains 406635 members 
Entering Unmasked Estep 
Score: -69643024.000000 Penalty: 6740.822754
	Iteration 98Q: 3 clusters Score -6.964302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391752 members 
Mstep: Class 2 contains 406651 members 
Entering Unmasked Estep 
Score: -69643032.000000 Penalty: 6740.822754
	Iteration 99Q: 3 clusters Score -6.964303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391737 members 
Mstep: Class 2 contains 406666 members 
Entering Unmasked Estep 
Score: -69643024.000000 Penalty: 6740.822754
	Iteration 100F: 3 clusters Score -6.964302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391723 members 
Mstep: Class 2 contains 406680 members 
Entering Unmasked Estep 
Score: -69643048.000000 Penalty: 6740.822754
	Iteration 101Q: 3 clusters Score -6.964305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391707 members 
Mstep: Class 2 contains 406696 members 
Entering Unmasked Estep 
Score: -69643056.000000 Penalty: 6740.822754
	Iteration 102Q: 3 clusters Score -6.964306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391683 members 
Mstep: Class 2 contains 406720 members 
Entering Unmasked Estep 
Score: -69643000.000000 Penalty: 6740.822754
	Iteration 103Q: 3 clusters Score -6.9643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391665 members 
Mstep: Class 2 contains 406738 members 
Entering Unmasked Estep 
Score: -69643040.000000 Penalty: 6740.822754
	Iteration 104Q: 3 clusters Score -6.964304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391656 members 
Mstep: Class 2 contains 406747 members 
Entering Unmasked Estep 
Score: -69643040.000000 Penalty: 6740.822754
	Iteration 105Q: 3 clusters Score -6.964304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391643 members 
Mstep: Class 2 contains 406760 members 
Entering Unmasked Estep 
Score: -69643048.000000 Penalty: 6740.822754
	Iteration 106Q: 3 clusters Score -6.964305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391627 members 
Mstep: Class 2 contains 406776 members 
Entering Unmasked Estep 
Score: -69643000.000000 Penalty: 6740.822754
	Iteration 107Q: 3 clusters Score -6.9643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391617 members 
Mstep: Class 2 contains 406786 members 
Entering Unmasked Estep 
Score: -69642984.000000 Penalty: 6740.822754
	Iteration 108Q: 3 clusters Score -6.964298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391610 members 
Mstep: Class 2 contains 406793 members 
Entering Unmasked Estep 
Score: -69643000.000000 Penalty: 6740.822754
	Iteration 109Q: 3 clusters Score -6.9643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391598 members 
Mstep: Class 2 contains 406805 members 
Entering Unmasked Estep 
Score: -69643016.000000 Penalty: 6740.822754
	Iteration 110Q: 3 clusters Score -6.964302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391589 members 
Mstep: Class 2 contains 406814 members 
Entering Unmasked Estep 
Score: -69643024.000000 Penalty: 6740.822754
	Iteration 111Q: 3 clusters Score -6.964302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391581 members 
Mstep: Class 2 contains 406822 members 
Entering Unmasked Estep 
Score: -69643064.000000 Penalty: 6740.822754
	Iteration 112Q: 3 clusters Score -6.964306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391578 members 
Mstep: Class 2 contains 406825 members 
Entering Unmasked Estep 
Score: -69643040.000000 Penalty: 6740.822754
	Iteration 113Q: 3 clusters Score -6.964304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391573 members 
Mstep: Class 2 contains 406830 members 
Entering Unmasked Estep 
Score: -69643016.000000 Penalty: 6740.822754
	Iteration 114Q: 3 clusters Score -6.964302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391570 members 
Mstep: Class 2 contains 406833 members 
Entering Unmasked Estep 
Score: -69643024.000000 Penalty: 6740.822754
	Iteration 115Q: 3 clusters Score -6.964302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391568 members 
Mstep: Class 2 contains 406835 members 
Entering Unmasked Estep 
Score: -69643008.000000 Penalty: 6740.822754
	Iteration 116Q: 3 clusters Score -6.964301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391565 members 
Mstep: Class 2 contains 406838 members 
Entering Unmasked Estep 
Score: -69643016.000000 Penalty: 6740.822754
	Iteration 117Q: 3 clusters Score -6.964302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391564 members 
Mstep: Class 2 contains 406839 members 
Entering Unmasked Estep 
Score: -69643008.000000 Penalty: 6740.822754
	Iteration 118Q: 3 clusters Score -6.964301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391564 members 
Mstep: Class 2 contains 406839 members 
Entering Unmasked Estep 
Score: -69643008.000000 Penalty: 6740.822754
	Iteration 119F: 3 clusters Score -6.964301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 40071 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 18275 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 80485 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Entering Unmasked Estep 
Score: -146306224.000000 Penalty: 67614.117188
Splitting cluster 2 changes total score from -146276688.000000 to -146306224.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (23583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Entering Unmasked Estep 
Score: -2128895.000000 Penalty: 2496.933838
	Iteration 0F: 2 clusters Score -2128895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2112372.500000 Penalty: 4993.867676
	Iteration 0F: 3 clusters Score -2112372 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2118216.250000 Penalty: 4993.867676
	Iteration 1F: 3 clusters Score -2118216 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2118806.250000 Penalty: 4993.867676
	Iteration 2F: 3 clusters Score -2118806 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2119410.000000 Penalty: 4993.867676
	Iteration 3F: 3 clusters Score -2119410 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2120120.500000 Penalty: 4993.867676
	Iteration 4F: 3 clusters Score -2120120 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2121117.250000 Penalty: 4993.867676
	Iteration 5F: 3 clusters Score -2121117 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2122413.500000 Penalty: 4993.867676
	Iteration 6F: 3 clusters Score -2122414 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2124039.000000 Penalty: 4993.867676
	Iteration 7F: 3 clusters Score -2124039 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2125773.250000 Penalty: 4993.867676
	Iteration 8F: 3 clusters Score -2125773 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2127186.750000 Penalty: 4993.867676
	Iteration 9F: 3 clusters Score -2127187 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2128097.000000 Penalty: 4993.867676
	Iteration 10Q: 3 clusters Score -2128097 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2128531.250000 Penalty: 4993.867676
	Iteration 11Q: 3 clusters Score -2128531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2128717.000000 Penalty: 4993.867676
	Iteration 12Q: 3 clusters Score -2128717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2128804.500000 Penalty: 4993.867676
	Iteration 13Q: 3 clusters Score -2128804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2128843.500000 Penalty: 4993.867676
	Iteration 14Q: 3 clusters Score -2128844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2128863.250000 Penalty: 4993.867676
	Iteration 15Q: 3 clusters Score -2128863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2128870.250000 Penalty: 4993.867676
	Iteration 16Q: 3 clusters Score -2128870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2128874.500000 Penalty: 4993.867676
	Iteration 17Q: 3 clusters Score -2128874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2128876.500000 Penalty: 4993.867676
	Iteration 18Q: 3 clusters Score -2128876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2128883.000000 Penalty: 4993.867676
	Iteration 19Q: 3 clusters Score -2128883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2128882.250000 Penalty: 4993.867676
	Iteration 20F: 3 clusters Score -2128882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2128886.250000 Penalty: 4993.867676
	Iteration 21Q: 3 clusters Score -2128886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2128886.250000 Penalty: 4993.867676
	Iteration 22F: 3 clusters Score -2128886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (132342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Entering Unmasked Estep 
Score: -12044955.000000 Penalty: 2924.699951
	Iteration 0F: 2 clusters Score -1.204496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -11956359.000000 Penalty: 5849.399902
	Iteration 0F: 3 clusters Score -1.195636e+07 nChanged 63099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -11992958.000000 Penalty: 5849.399902
	Iteration 1F: 3 clusters Score -1.199296e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -11994056.000000 Penalty: 5849.399902
	Iteration 2Q: 3 clusters Score -1.199406e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -11995446.000000 Penalty: 5849.399902
	Iteration 3Q: 3 clusters Score -1.199545e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -11997885.000000 Penalty: 5849.399902
	Iteration 4Q: 3 clusters Score -1.199788e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -12002493.000000 Penalty: 5849.399902
	Iteration 5F: 3 clusters Score -1.200249e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -12011053.000000 Penalty: 5849.399902
	Iteration 6F: 3 clusters Score -1.201105e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -12023154.000000 Penalty: 5849.399902
	Iteration 7F: 3 clusters Score -1.202315e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124019 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -12034143.000000 Penalty: 5849.399902
	Iteration 8F: 3 clusters Score -1.203414e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -12039845.000000 Penalty: 5849.399902
	Iteration 9Q: 3 clusters Score -1.203984e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131420 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12041648.000000 Penalty: 5849.399902
	Iteration 10Q: 3 clusters Score -1.204165e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12042081.000000 Penalty: 5849.399902
	Iteration 11Q: 3 clusters Score -1.204208e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12042253.000000 Penalty: 5849.399902
	Iteration 12Q: 3 clusters Score -1.204225e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12042339.000000 Penalty: 5849.399902
	Iteration 13Q: 3 clusters Score -1.204234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12042386.000000 Penalty: 5849.399902
	Iteration 14Q: 3 clusters Score -1.204239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12042431.000000 Penalty: 5849.399902
	Iteration 15Q: 3 clusters Score -1.204243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12042439.000000 Penalty: 5849.399902
	Iteration 16Q: 3 clusters Score -1.204244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12042459.000000 Penalty: 5849.399902
	Iteration 17Q: 3 clusters Score -1.204246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12042472.000000 Penalty: 5849.399902
	Iteration 18Q: 3 clusters Score -1.204247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132037 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12042473.000000 Penalty: 5849.399902
	Iteration 19Q: 3 clusters Score -1.204247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12042480.000000 Penalty: 5849.399902
	Iteration 20F: 3 clusters Score -1.204248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12042484.000000 Penalty: 5849.399902
	Iteration 21Q: 3 clusters Score -1.204248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12042490.000000 Penalty: 5849.399902
	Iteration 22Q: 3 clusters Score -1.204249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12042487.000000 Penalty: 5849.399902
	Iteration 23Q: 3 clusters Score -1.204249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12042486.000000 Penalty: 5849.399902
	Iteration 24Q: 3 clusters Score -1.204249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12042492.000000 Penalty: 5849.399902
	Iteration 25Q: 3 clusters Score -1.204249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12042492.000000 Penalty: 5849.399902
	Iteration 26F: 3 clusters Score -1.204249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (176269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176269 members 
Entering Unmasked Estep 
Score: -15491571.000000 Penalty: 2995.781982
	Iteration 0F: 2 clusters Score -1.549157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -15373265.000000 Penalty: 5991.563965
	Iteration 0F: 3 clusters Score -1.537326e+07 nChanged 84571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -15422978.000000 Penalty: 5991.563965
	Iteration 1F: 3 clusters Score -1.542298e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -15423976.000000 Penalty: 5991.563965
	Iteration 2Q: 3 clusters Score -1.542398e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -15425344.000000 Penalty: 5991.563965
	Iteration 3Q: 3 clusters Score -1.542534e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -15426968.000000 Penalty: 5991.563965
	Iteration 4Q: 3 clusters Score -1.542697e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -15429342.000000 Penalty: 5991.563965
	Iteration 5Q: 3 clusters Score -1.542934e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -15432797.000000 Penalty: 5991.563965
	Iteration 6Q: 3 clusters Score -1.54328e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -15437108.000000 Penalty: 5991.563965
	Iteration 7F: 3 clusters Score -1.543711e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113694 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -15442762.000000 Penalty: 5991.563965
	Iteration 8F: 3 clusters Score -1.544276e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121720 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -15449294.000000 Penalty: 5991.563965
	Iteration 9F: 3 clusters Score -1.544929e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -15456018.000000 Penalty: 5991.563965
	Iteration 10F: 3 clusters Score -1.545602e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136975 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -15462217.000000 Penalty: 5991.563965
	Iteration 11Q: 3 clusters Score -1.546222e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -15467567.000000 Penalty: 5991.563965
	Iteration 12Q: 3 clusters Score -1.546757e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -15471626.000000 Penalty: 5991.563965
	Iteration 13Q: 3 clusters Score -1.547163e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -15474509.000000 Penalty: 5991.563965
	Iteration 14Q: 3 clusters Score -1.547451e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -15477014.000000 Penalty: 5991.563965
	Iteration 15Q: 3 clusters Score -1.547701e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -15479158.000000 Penalty: 5991.563965
	Iteration 16Q: 3 clusters Score -1.547916e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162577 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -15480950.000000 Penalty: 5991.563965
	Iteration 17Q: 3 clusters Score -1.548095e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -15482584.000000 Penalty: 5991.563965
	Iteration 18Q: 3 clusters Score -1.548258e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -15483897.000000 Penalty: 5991.563965
	Iteration 19Q: 3 clusters Score -1.54839e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -15484989.000000 Penalty: 5991.563965
	Iteration 20F: 3 clusters Score -1.548499e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -15485886.000000 Penalty: 5991.563965
	Iteration 21Q: 3 clusters Score -1.548589e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -15486640.000000 Penalty: 5991.563965
	Iteration 22Q: 3 clusters Score -1.548664e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172205 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -15487290.000000 Penalty: 5991.563965
	Iteration 23Q: 3 clusters Score -1.548729e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172837 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -15487686.000000 Penalty: 5991.563965
	Iteration 24Q: 3 clusters Score -1.548769e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -15487941.000000 Penalty: 5991.563965
	Iteration 25Q: 3 clusters Score -1.548794e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -15488234.000000 Penalty: 5991.563965
	Iteration 26Q: 3 clusters Score -1.548823e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174089 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -15488434.000000 Penalty: 5991.563965
	Iteration 27Q: 3 clusters Score -1.548843e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -15488557.000000 Penalty: 5991.563965
	Iteration 28Q: 3 clusters Score -1.548856e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174555 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -15488629.000000 Penalty: 5991.563965
	Iteration 29Q: 3 clusters Score -1.548863e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15488677.000000 Penalty: 5991.563965
	Iteration 30Q: 3 clusters Score -1.548868e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174791 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15488724.000000 Penalty: 5991.563965
	Iteration 31Q: 3 clusters Score -1.548872e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174867 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15488783.000000 Penalty: 5991.563965
	Iteration 32Q: 3 clusters Score -1.548878e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174956 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15488869.000000 Penalty: 5991.563965
	Iteration 33Q: 3 clusters Score -1.548887e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175020 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15488956.000000 Penalty: 5991.563965
	Iteration 34Q: 3 clusters Score -1.548896e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15488992.000000 Penalty: 5991.563965
	Iteration 35Q: 3 clusters Score -1.548899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15489002.000000 Penalty: 5991.563965
	Iteration 36Q: 3 clusters Score -1.5489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175162 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15488998.000000 Penalty: 5991.563965
	Iteration 37Q: 3 clusters Score -1.5489e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15489005.000000 Penalty: 5991.563965
	Iteration 38Q: 3 clusters Score -1.5489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -15488997.000000 Penalty: 5991.563965
	Iteration 39Q: 3 clusters Score -1.5489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15489017.000000 Penalty: 5991.563965
	Iteration 40F: 3 clusters Score -1.548902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15489042.000000 Penalty: 5991.563965
	Iteration 41Q: 3 clusters Score -1.548904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15489037.000000 Penalty: 5991.563965
	Iteration 42Q: 3 clusters Score -1.548904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175289 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15489066.000000 Penalty: 5991.563965
	Iteration 43Q: 3 clusters Score -1.548907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15489063.000000 Penalty: 5991.563965
	Iteration 44Q: 3 clusters Score -1.548906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175318 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15489085.000000 Penalty: 5991.563965
	Iteration 45Q: 3 clusters Score -1.548908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175330 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15489084.000000 Penalty: 5991.563965
	Iteration 46Q: 3 clusters Score -1.548908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15489110.000000 Penalty: 5991.563965
	Iteration 47Q: 3 clusters Score -1.548911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15489119.000000 Penalty: 5991.563965
	Iteration 48Q: 3 clusters Score -1.548912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175350 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15489121.000000 Penalty: 5991.563965
	Iteration 49Q: 3 clusters Score -1.548912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15489104.000000 Penalty: 5991.563965
	Iteration 50Q: 3 clusters Score -1.54891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15489108.000000 Penalty: 5991.563965
	Iteration 51Q: 3 clusters Score -1.548911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -15489120.000000 Penalty: 5991.563965
	Iteration 52Q: 3 clusters Score -1.548912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175358 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15489110.000000 Penalty: 5991.563965
	Iteration 53Q: 3 clusters Score -1.548911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175364 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15489121.000000 Penalty: 5991.563965
	Iteration 54Q: 3 clusters Score -1.548912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175370 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15489122.000000 Penalty: 5991.563965
	Iteration 55Q: 3 clusters Score -1.548912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15489139.000000 Penalty: 5991.563965
	Iteration 56Q: 3 clusters Score -1.548914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15489132.000000 Penalty: 5991.563965
	Iteration 57Q: 3 clusters Score -1.548913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -15489141.000000 Penalty: 5991.563965
	Iteration 58Q: 3 clusters Score -1.548914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15489138.000000 Penalty: 5991.563965
	Iteration 59Q: 3 clusters Score -1.548914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15489142.000000 Penalty: 5991.563965
	Iteration 60F: 3 clusters Score -1.548914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15489153.000000 Penalty: 5991.563965
	Iteration 61Q: 3 clusters Score -1.548915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15489149.000000 Penalty: 5991.563965
	Iteration 62Q: 3 clusters Score -1.548915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15489143.000000 Penalty: 5991.563965
	Iteration 63Q: 3 clusters Score -1.548914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15489143.000000 Penalty: 5991.563965
	Iteration 64F: 3 clusters Score -1.548914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Entering Unmasked Estep 
Score: -3126024.750000 Penalty: 2604.208008
	Iteration 0F: 2 clusters Score -3126025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3101375.500000 Penalty: 5208.416016
	Iteration 0F: 3 clusters Score -3101376 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3110740.250000 Penalty: 5208.416016
	Iteration 1F: 3 clusters Score -3110740 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3111490.750000 Penalty: 5208.416016
	Iteration 2F: 3 clusters Score -3111491 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3112260.250000 Penalty: 5208.416016
	Iteration 3Q: 3 clusters Score -3112260 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3113156.000000 Penalty: 5208.416016
	Iteration 4Q: 3 clusters Score -3113156 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3114234.500000 Penalty: 5208.416016
	Iteration 5F: 3 clusters Score -3114234 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3115327.750000 Penalty: 5208.416016
	Iteration 6F: 3 clusters Score -3115328 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3116341.750000 Penalty: 5208.416016
	Iteration 7Q: 3 clusters Score -3116342 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3117219.500000 Penalty: 5208.416016
	Iteration 8Q: 3 clusters Score -3117220 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3118014.000000 Penalty: 5208.416016
	Iteration 9Q: 3 clusters Score -3118014 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3118589.500000 Penalty: 5208.416016
	Iteration 10Q: 3 clusters Score -3118590 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3119035.250000 Penalty: 5208.416016
	Iteration 11Q: 3 clusters Score -3119035 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3119405.750000 Penalty: 5208.416016
	Iteration 12Q: 3 clusters Score -3119406 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3119747.500000 Penalty: 5208.416016
	Iteration 13Q: 3 clusters Score -3119748 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3120048.750000 Penalty: 5208.416016
	Iteration 14Q: 3 clusters Score -3120049 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3120310.250000 Penalty: 5208.416016
	Iteration 15Q: 3 clusters Score -3120310 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3120522.500000 Penalty: 5208.416016
	Iteration 16Q: 3 clusters Score -3120522 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3120682.500000 Penalty: 5208.416016
	Iteration 17Q: 3 clusters Score -3120682 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3120845.500000 Penalty: 5208.416016
	Iteration 18Q: 3 clusters Score -3120846 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3120976.000000 Penalty: 5208.416016
	Iteration 19Q: 3 clusters Score -3120976 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3121105.000000 Penalty: 5208.416016
	Iteration 20F: 3 clusters Score -3121105 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3121191.500000 Penalty: 5208.416016
	Iteration 21Q: 3 clusters Score -3121192 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3121293.250000 Penalty: 5208.416016
	Iteration 22Q: 3 clusters Score -3121293 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3121409.000000 Penalty: 5208.416016
	Iteration 23Q: 3 clusters Score -3121409 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3121527.000000 Penalty: 5208.416016
	Iteration 24Q: 3 clusters Score -3121527 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3121649.750000 Penalty: 5208.416016
	Iteration 25Q: 3 clusters Score -3121650 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3121748.750000 Penalty: 5208.416016
	Iteration 26Q: 3 clusters Score -3121749 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3121842.000000 Penalty: 5208.416016
	Iteration 27Q: 3 clusters Score -3121842 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3121942.000000 Penalty: 5208.416016
	Iteration 28Q: 3 clusters Score -3121942 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3122033.750000 Penalty: 5208.416016
	Iteration 29Q: 3 clusters Score -3122034 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3122155.750000 Penalty: 5208.416016
	Iteration 30Q: 3 clusters Score -3122156 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3122262.250000 Penalty: 5208.416016
	Iteration 31Q: 3 clusters Score -3122262 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3122369.500000 Penalty: 5208.416016
	Iteration 32Q: 3 clusters Score -3122370 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3122520.500000 Penalty: 5208.416016
	Iteration 33Q: 3 clusters Score -3122520 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3122668.750000 Penalty: 5208.416016
	Iteration 34Q: 3 clusters Score -3122669 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -3122821.000000 Penalty: 5208.416016
	Iteration 35Q: 3 clusters Score -3122821 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3122947.750000 Penalty: 5208.416016
	Iteration 36Q: 3 clusters Score -3122948 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3123096.000000 Penalty: 5208.416016
	Iteration 37Q: 3 clusters Score -3123096 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -3123220.250000 Penalty: 5208.416016
	Iteration 38Q: 3 clusters Score -3123220 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3123331.000000 Penalty: 5208.416016
	Iteration 39Q: 3 clusters Score -3123331 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3123441.250000 Penalty: 5208.416016
	Iteration 40F: 3 clusters Score -3123441 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3123526.750000 Penalty: 5208.416016
	Iteration 41Q: 3 clusters Score -3123527 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -3123639.500000 Penalty: 5208.416016
	Iteration 42Q: 3 clusters Score -3123640 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3123777.500000 Penalty: 5208.416016
	Iteration 43Q: 3 clusters Score -3123778 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -3123922.000000 Penalty: 5208.416016
	Iteration 44Q: 3 clusters Score -3123922 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3124085.750000 Penalty: 5208.416016
	Iteration 45Q: 3 clusters Score -3124086 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3124193.750000 Penalty: 5208.416016
	Iteration 46Q: 3 clusters Score -3124194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3124301.500000 Penalty: 5208.416016
	Iteration 47Q: 3 clusters Score -3124302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3124380.750000 Penalty: 5208.416016
	Iteration 48Q: 3 clusters Score -3124381 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3124440.250000 Penalty: 5208.416016
	Iteration 49Q: 3 clusters Score -3124440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3124471.500000 Penalty: 5208.416016
	Iteration 50Q: 3 clusters Score -3124472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3124498.500000 Penalty: 5208.416016
	Iteration 51Q: 3 clusters Score -3124498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3124527.750000 Penalty: 5208.416016
	Iteration 52Q: 3 clusters Score -3124528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3124542.250000 Penalty: 5208.416016
	Iteration 53Q: 3 clusters Score -3124542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3124554.750000 Penalty: 5208.416016
	Iteration 54Q: 3 clusters Score -3124555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3124563.000000 Penalty: 5208.416016
	Iteration 55Q: 3 clusters Score -3124563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -3124567.750000 Penalty: 5208.416016
	Iteration 56Q: 3 clusters Score -3124568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -3124581.500000 Penalty: 5208.416016
	Iteration 57Q: 3 clusters Score -3124582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -3124586.000000 Penalty: 5208.416016
	Iteration 58Q: 3 clusters Score -3124586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -3124587.250000 Penalty: 5208.416016
	Iteration 59Q: 3 clusters Score -3124587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3124585.750000 Penalty: 5208.416016
	Iteration 60F: 3 clusters Score -3124586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3124589.250000 Penalty: 5208.416016
	Iteration 61Q: 3 clusters Score -3124589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3124596.500000 Penalty: 5208.416016
	Iteration 62Q: 3 clusters Score -3124596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -3124592.500000 Penalty: 5208.416016
	Iteration 63Q: 3 clusters Score -3124592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -3124596.000000 Penalty: 5208.416016
	Iteration 64Q: 3 clusters Score -3124596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -3124593.000000 Penalty: 5208.416016
	Iteration 65Q: 3 clusters Score -3124593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -3124593.500000 Penalty: 5208.416016
	Iteration 66Q: 3 clusters Score -3124594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -3124594.000000 Penalty: 5208.416016
	Iteration 67Q: 3 clusters Score -3124594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -3124595.000000 Penalty: 5208.416016
	Iteration 68Q: 3 clusters Score -3124595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3124593.500000 Penalty: 5208.416016
	Iteration 69Q: 3 clusters Score -3124594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -3124592.750000 Penalty: 5208.416016
	Iteration 70Q: 3 clusters Score -3124593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -3124592.500000 Penalty: 5208.416016
	Iteration 71Q: 3 clusters Score -3124592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3124595.000000 Penalty: 5208.416016
	Iteration 72Q: 3 clusters Score -3124595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3124595.000000 Penalty: 5208.416016
	Iteration 73Q: 3 clusters Score -3124595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3124595.000000 Penalty: 5208.416016
	Iteration 74F: 3 clusters Score -3124595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Entering Unmasked Estep 
Score: -3414631.500000 Penalty: 2628.405029
	Iteration 0F: 2 clusters Score -3414632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3387550.000000 Penalty: 5256.810059
	Iteration 0F: 3 clusters Score -3387550 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3399711.500000 Penalty: 5256.810059
	Iteration 1F: 3 clusters Score -3399712 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3407285.750000 Penalty: 5256.810059
	Iteration 2F: 3 clusters Score -3407286 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3419182.500000 Penalty: 5256.810059
	Iteration 3F: 3 clusters Score -3419182 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3425659.000000 Penalty: 5256.810059
	Iteration 4F: 3 clusters Score -3425659 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3426908.500000 Penalty: 5256.810059
	Iteration 5Q: 3 clusters Score -3426908 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3427157.000000 Penalty: 5256.810059
	Iteration 6Q: 3 clusters Score -3427157 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3427250.750000 Penalty: 5256.810059
	Iteration 7Q: 3 clusters Score -3427251 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3427347.000000 Penalty: 5256.810059
	Iteration 8Q: 3 clusters Score -3427347 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -3427462.750000 Penalty: 5256.810059
	Iteration 9Q: 3 clusters Score -3427463 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3427531.750000 Penalty: 5256.810059
	Iteration 10Q: 3 clusters Score -3427532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3427552.750000 Penalty: 5256.810059
	Iteration 11Q: 3 clusters Score -3427553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3427568.250000 Penalty: 5256.810059
	Iteration 12Q: 3 clusters Score -3427568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3427585.750000 Penalty: 5256.810059
	Iteration 13Q: 3 clusters Score -3427586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3427594.500000 Penalty: 5256.810059
	Iteration 14Q: 3 clusters Score -3427594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3427593.500000 Penalty: 5256.810059
	Iteration 15Q: 3 clusters Score -3427594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3427590.250000 Penalty: 5256.810059
	Iteration 16Q: 3 clusters Score -3427590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3427590.250000 Penalty: 5256.810059
	Iteration 17Q: 3 clusters Score -3427590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3427595.000000 Penalty: 5256.810059
	Iteration 18Q: 3 clusters Score -3427595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3427587.250000 Penalty: 5256.810059
	Iteration 19Q: 3 clusters Score -3427587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3427594.000000 Penalty: 5256.810059
	Iteration 20F: 3 clusters Score -3427594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3427600.500000 Penalty: 5256.810059
	Iteration 21Q: 3 clusters Score -3427600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3427607.500000 Penalty: 5256.810059
	Iteration 22Q: 3 clusters Score -3427608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3427605.750000 Penalty: 5256.810059
	Iteration 23Q: 3 clusters Score -3427606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3427602.500000 Penalty: 5256.810059
	Iteration 24Q: 3 clusters Score -3427602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3427614.750000 Penalty: 5256.810059
	Iteration 25Q: 3 clusters Score -3427615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3427620.750000 Penalty: 5256.810059
	Iteration 26Q: 3 clusters Score -3427621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3427624.500000 Penalty: 5256.810059
	Iteration 27Q: 3 clusters Score -3427624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3427626.000000 Penalty: 5256.810059
	Iteration 28Q: 3 clusters Score -3427626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -3427625.250000 Penalty: 5256.810059
	Iteration 29Q: 3 clusters Score -3427625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3427626.750000 Penalty: 5256.810059
	Iteration 30Q: 3 clusters Score -3427627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3427624.750000 Penalty: 5256.810059
	Iteration 31Q: 3 clusters Score -3427625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3427628.750000 Penalty: 5256.810059
	Iteration 32Q: 3 clusters Score -3427629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3427624.000000 Penalty: 5256.810059
	Iteration 33Q: 3 clusters Score -3427624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3427631.250000 Penalty: 5256.810059
	Iteration 34Q: 3 clusters Score -3427631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3427629.750000 Penalty: 5256.810059
	Iteration 35Q: 3 clusters Score -3427630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3427626.500000 Penalty: 5256.810059
	Iteration 36Q: 3 clusters Score -3427626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3427631.250000 Penalty: 5256.810059
	Iteration 37Q: 3 clusters Score -3427631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3427629.000000 Penalty: 5256.810059
	Iteration 38Q: 3 clusters Score -3427629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3427630.250000 Penalty: 5256.810059
	Iteration 39Q: 3 clusters Score -3427630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3427624.000000 Penalty: 5256.810059
	Iteration 40F: 3 clusters Score -3427624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3427625.500000 Penalty: 5256.810059
	Iteration 41Q: 3 clusters Score -3427626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3427622.500000 Penalty: 5256.810059
	Iteration 42Q: 3 clusters Score -3427622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3427627.500000 Penalty: 5256.810059
	Iteration 43Q: 3 clusters Score -3427628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3427624.500000 Penalty: 5256.810059
	Iteration 44Q: 3 clusters Score -3427624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3427626.000000 Penalty: 5256.810059
	Iteration 45Q: 3 clusters Score -3427626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3427623.750000 Penalty: 5256.810059
	Iteration 46Q: 3 clusters Score -3427624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3427627.250000 Penalty: 5256.810059
	Iteration 47Q: 3 clusters Score -3427627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3427628.250000 Penalty: 5256.810059
	Iteration 48Q: 3 clusters Score -3427628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3427626.250000 Penalty: 5256.810059
	Iteration 49Q: 3 clusters Score -3427626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3427630.250000 Penalty: 5256.810059
	Iteration 50Q: 3 clusters Score -3427630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3427636.250000 Penalty: 5256.810059
	Iteration 51Q: 3 clusters Score -3427636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3427629.000000 Penalty: 5256.810059
	Iteration 52Q: 3 clusters Score -3427629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3427634.000000 Penalty: 5256.810059
	Iteration 53Q: 3 clusters Score -3427634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3427631.250000 Penalty: 5256.810059
	Iteration 54Q: 3 clusters Score -3427631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3427634.500000 Penalty: 5256.810059
	Iteration 55Q: 3 clusters Score -3427634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3427629.250000 Penalty: 5256.810059
	Iteration 56Q: 3 clusters Score -3427629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3427636.000000 Penalty: 5256.810059
	Iteration 57Q: 3 clusters Score -3427636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3427638.500000 Penalty: 5256.810059
	Iteration 58Q: 3 clusters Score -3427638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3427642.000000 Penalty: 5256.810059
	Iteration 59Q: 3 clusters Score -3427642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -3427639.500000 Penalty: 5256.810059
	Iteration 60F: 3 clusters Score -3427640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 18275 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 80485 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Entering Unmasked Estep 
Score: -146319248.000000 Penalty: 71172.750000
Splitting cluster 9 changes total score from -146276688.000000 to -146319248.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (13880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Entering Unmasked Estep 
Score: -1239857.125000 Penalty: 2365.474609
	Iteration 0F: 2 clusters Score -1239857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1229702.500000 Penalty: 4730.949219
	Iteration 0F: 3 clusters Score -1229702 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1232891.125000 Penalty: 4730.949219
	Iteration 1F: 3 clusters Score -1232891 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1233213.750000 Penalty: 4730.949219
	Iteration 2F: 3 clusters Score -1233214 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1233467.125000 Penalty: 4730.949219
	Iteration 3Q: 3 clusters Score -1233467 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1233673.250000 Penalty: 4730.949219
	Iteration 4Q: 3 clusters Score -1233673 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1233885.750000 Penalty: 4730.949219
	Iteration 5Q: 3 clusters Score -1233886 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1234103.500000 Penalty: 4730.949219
	Iteration 6Q: 3 clusters Score -1234104 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1234330.875000 Penalty: 4730.949219
	Iteration 7Q: 3 clusters Score -1234331 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1234645.125000 Penalty: 4730.949219
	Iteration 8Q: 3 clusters Score -1234645 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1235055.125000 Penalty: 4730.949219
	Iteration 9F: 3 clusters Score -1235055 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1235529.500000 Penalty: 4730.949219
	Iteration 10F: 3 clusters Score -1235530 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1236116.000000 Penalty: 4730.949219
	Iteration 11F: 3 clusters Score -1236116 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1236719.500000 Penalty: 4730.949219
	Iteration 12F: 3 clusters Score -1236720 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1237285.875000 Penalty: 4730.949219
	Iteration 13F: 3 clusters Score -1237286 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1237771.000000 Penalty: 4730.949219
	Iteration 14Q: 3 clusters Score -1237771 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1238111.375000 Penalty: 4730.949219
	Iteration 15Q: 3 clusters Score -1238111 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1238353.375000 Penalty: 4730.949219
	Iteration 16Q: 3 clusters Score -1238353 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1238509.125000 Penalty: 4730.949219
	Iteration 17Q: 3 clusters Score -1238509 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1238615.375000 Penalty: 4730.949219
	Iteration 18Q: 3 clusters Score -1238615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1238696.250000 Penalty: 4730.949219
	Iteration 19Q: 3 clusters Score -1238696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1238753.625000 Penalty: 4730.949219
	Iteration 20F: 3 clusters Score -1238754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1238784.250000 Penalty: 4730.949219
	Iteration 21Q: 3 clusters Score -1238784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1238810.625000 Penalty: 4730.949219
	Iteration 22Q: 3 clusters Score -1238811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1238820.500000 Penalty: 4730.949219
	Iteration 23Q: 3 clusters Score -1238820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1238830.875000 Penalty: 4730.949219
	Iteration 24Q: 3 clusters Score -1238831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1238837.750000 Penalty: 4730.949219
	Iteration 25Q: 3 clusters Score -1238838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1238840.625000 Penalty: 4730.949219
	Iteration 26Q: 3 clusters Score -1238841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1238845.500000 Penalty: 4730.949219
	Iteration 27Q: 3 clusters Score -1238846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1238848.250000 Penalty: 4730.949219
	Iteration 28Q: 3 clusters Score -1238848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1238849.375000 Penalty: 4730.949219
	Iteration 29Q: 3 clusters Score -1238849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1238849.250000 Penalty: 4730.949219
	Iteration 30Q: 3 clusters Score -1238849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1238852.375000 Penalty: 4730.949219
	Iteration 31Q: 3 clusters Score -1238852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1238854.875000 Penalty: 4730.949219
	Iteration 32Q: 3 clusters Score -1238855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1238855.250000 Penalty: 4730.949219
	Iteration 33Q: 3 clusters Score -1238855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1238854.250000 Penalty: 4730.949219
	Iteration 34Q: 3 clusters Score -1238854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1238858.375000 Penalty: 4730.949219
	Iteration 35Q: 3 clusters Score -1238858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1238860.375000 Penalty: 4730.949219
	Iteration 36Q: 3 clusters Score -1238860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1238861.000000 Penalty: 4730.949219
	Iteration 37Q: 3 clusters Score -1238861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1238863.000000 Penalty: 4730.949219
	Iteration 38Q: 3 clusters Score -1238863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1238863.625000 Penalty: 4730.949219
	Iteration 39Q: 3 clusters Score -1238864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1238865.625000 Penalty: 4730.949219
	Iteration 40F: 3 clusters Score -1238866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1238867.375000 Penalty: 4730.949219
	Iteration 41Q: 3 clusters Score -1238867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1238865.875000 Penalty: 4730.949219
	Iteration 42Q: 3 clusters Score -1238866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1238867.500000 Penalty: 4730.949219
	Iteration 43Q: 3 clusters Score -1238868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1238869.875000 Penalty: 4730.949219
	Iteration 44Q: 3 clusters Score -1238870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1238870.250000 Penalty: 4730.949219
	Iteration 45Q: 3 clusters Score -1238870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1238870.750000 Penalty: 4730.949219
	Iteration 46Q: 3 clusters Score -1238871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1238870.750000 Penalty: 4730.949219
	Iteration 47F: 3 clusters Score -1238871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -88135.648438 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -88135.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86191.179688 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -86191.18 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86528.046875 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -86528.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86704.070312 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -86704.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -86911.218750 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -86911.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -87098.476562 Penalty: 3435.095215
	Iteration 4F: 3 clusters Score -87098.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -87227.000000 Penalty: 3435.095215
	Iteration 5F: 3 clusters Score -87227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -87337.898438 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -87337.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -87414.406250 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -87414.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -87442.625000 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -87442.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -87470.734375 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -87470.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -87492.750000 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -87492.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -87509.281250 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -87509.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -87531.828125 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -87531.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -87545.390625 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -87545.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -87548.429688 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -87548.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -87553.085938 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -87553.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -87557.992188 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -87557.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -87559.281250 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -87559.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -87562.734375 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -87562.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -87565.109375 Penalty: 3435.095215
	Iteration 19Q: 3 clusters Score -87565.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -87572.210938 Penalty: 3435.095215
	Iteration 20F: 3 clusters Score -87572.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -87580.742188 Penalty: 3435.095215
	Iteration 21Q: 3 clusters Score -87580.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -87584.960938 Penalty: 3435.095215
	Iteration 22Q: 3 clusters Score -87584.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87588.007812 Penalty: 3435.095215
	Iteration 23Q: 3 clusters Score -87588.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87588.007812 Penalty: 3435.095215
	Iteration 24F: 3 clusters Score -87588.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Entering Unmasked Estep 
Score: -3191565.500000 Penalty: 2591.273926
	Iteration 0F: 2 clusters Score -3191566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3168082.500000 Penalty: 5182.547852
	Iteration 0F: 3 clusters Score -3168082 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3176705.250000 Penalty: 5182.547852
	Iteration 1F: 3 clusters Score -3176705 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3177197.750000 Penalty: 5182.547852
	Iteration 2Q: 3 clusters Score -3177198 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3177600.250000 Penalty: 5182.547852
	Iteration 3Q: 3 clusters Score -3177600 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3178025.000000 Penalty: 5182.547852
	Iteration 4Q: 3 clusters Score -3178025 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3178472.000000 Penalty: 5182.547852
	Iteration 5Q: 3 clusters Score -3178472 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3179024.750000 Penalty: 5182.547852
	Iteration 6Q: 3 clusters Score -3179025 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3179801.750000 Penalty: 5182.547852
	Iteration 7Q: 3 clusters Score -3179802 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3180933.000000 Penalty: 5182.547852
	Iteration 8F: 3 clusters Score -3180933 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3182539.000000 Penalty: 5182.547852
	Iteration 9F: 3 clusters Score -3182539 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3184485.750000 Penalty: 5182.547852
	Iteration 10F: 3 clusters Score -3184486 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3186372.250000 Penalty: 5182.547852
	Iteration 11F: 3 clusters Score -3186372 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3187743.250000 Penalty: 5182.547852
	Iteration 12Q: 3 clusters Score -3187743 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3188508.000000 Penalty: 5182.547852
	Iteration 13Q: 3 clusters Score -3188508 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -3188870.000000 Penalty: 5182.547852
	Iteration 14Q: 3 clusters Score -3188870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -3189074.750000 Penalty: 5182.547852
	Iteration 15Q: 3 clusters Score -3189075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3189204.500000 Penalty: 5182.547852
	Iteration 16Q: 3 clusters Score -3189204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3189312.750000 Penalty: 5182.547852
	Iteration 17Q: 3 clusters Score -3189313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3189383.500000 Penalty: 5182.547852
	Iteration 18Q: 3 clusters Score -3189384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3189439.500000 Penalty: 5182.547852
	Iteration 19Q: 3 clusters Score -3189440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -3189491.500000 Penalty: 5182.547852
	Iteration 20F: 3 clusters Score -3189492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -3189507.000000 Penalty: 5182.547852
	Iteration 21Q: 3 clusters Score -3189507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -3189514.000000 Penalty: 5182.547852
	Iteration 22Q: 3 clusters Score -3189514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3189521.750000 Penalty: 5182.547852
	Iteration 23Q: 3 clusters Score -3189522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3189522.000000 Penalty: 5182.547852
	Iteration 24Q: 3 clusters Score -3189522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -3189527.250000 Penalty: 5182.547852
	Iteration 25Q: 3 clusters Score -3189527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3189533.250000 Penalty: 5182.547852
	Iteration 26Q: 3 clusters Score -3189533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3189539.000000 Penalty: 5182.547852
	Iteration 27Q: 3 clusters Score -3189539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -3189537.750000 Penalty: 5182.547852
	Iteration 28Q: 3 clusters Score -3189538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -3189539.500000 Penalty: 5182.547852
	Iteration 29Q: 3 clusters Score -3189540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -3189538.250000 Penalty: 5182.547852
	Iteration 30Q: 3 clusters Score -3189538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3189539.500000 Penalty: 5182.547852
	Iteration 31Q: 3 clusters Score -3189540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3189539.500000 Penalty: 5182.547852
	Iteration 32F: 3 clusters Score -3189540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Entering Unmasked Estep 
Score: -1374547.500000 Penalty: 2433.695801
	Iteration 0F: 2 clusters Score -1374548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1361681.500000 Penalty: 4867.391602
	Iteration 0F: 3 clusters Score -1361682 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1367888.625000 Penalty: 4867.391602
	Iteration 1F: 3 clusters Score -1367889 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1370553.875000 Penalty: 4867.391602
	Iteration 2F: 3 clusters Score -1370554 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1373419.625000 Penalty: 4867.391602
	Iteration 3F: 3 clusters Score -1373420 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1376193.625000 Penalty: 4867.391602
	Iteration 4F: 3 clusters Score -1376194 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1378009.125000 Penalty: 4867.391602
	Iteration 5F: 3 clusters Score -1378009 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1379027.500000 Penalty: 4867.391602
	Iteration 6F: 3 clusters Score -1379028 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1379811.625000 Penalty: 4867.391602
	Iteration 7Q: 3 clusters Score -1379812 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1380352.500000 Penalty: 4867.391602
	Iteration 8Q: 3 clusters Score -1380352 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1380712.625000 Penalty: 4867.391602
	Iteration 9Q: 3 clusters Score -1380713 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1380973.625000 Penalty: 4867.391602
	Iteration 10Q: 3 clusters Score -1380974 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1381140.250000 Penalty: 4867.391602
	Iteration 11Q: 3 clusters Score -1381140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1381250.875000 Penalty: 4867.391602
	Iteration 12Q: 3 clusters Score -1381251 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1381329.375000 Penalty: 4867.391602
	Iteration 13Q: 3 clusters Score -1381329 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1381413.625000 Penalty: 4867.391602
	Iteration 14Q: 3 clusters Score -1381414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1381496.250000 Penalty: 4867.391602
	Iteration 15Q: 3 clusters Score -1381496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1381562.750000 Penalty: 4867.391602
	Iteration 16Q: 3 clusters Score -1381563 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1381607.125000 Penalty: 4867.391602
	Iteration 17Q: 3 clusters Score -1381607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1381634.125000 Penalty: 4867.391602
	Iteration 18Q: 3 clusters Score -1381634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1381654.375000 Penalty: 4867.391602
	Iteration 19Q: 3 clusters Score -1381654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1381665.250000 Penalty: 4867.391602
	Iteration 20F: 3 clusters Score -1381665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1381690.125000 Penalty: 4867.391602
	Iteration 21Q: 3 clusters Score -1381690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1381715.000000 Penalty: 4867.391602
	Iteration 22Q: 3 clusters Score -1381715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1381732.500000 Penalty: 4867.391602
	Iteration 23Q: 3 clusters Score -1381732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1381744.250000 Penalty: 4867.391602
	Iteration 24Q: 3 clusters Score -1381744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1381759.125000 Penalty: 4867.391602
	Iteration 25Q: 3 clusters Score -1381759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1381776.500000 Penalty: 4867.391602
	Iteration 26Q: 3 clusters Score -1381776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1381775.625000 Penalty: 4867.391602
	Iteration 27Q: 3 clusters Score -1381776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1381780.500000 Penalty: 4867.391602
	Iteration 28Q: 3 clusters Score -1381780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1381781.875000 Penalty: 4867.391602
	Iteration 29Q: 3 clusters Score -1381782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1381784.250000 Penalty: 4867.391602
	Iteration 30Q: 3 clusters Score -1381784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1381784.250000 Penalty: 4867.391602
	Iteration 31Q: 3 clusters Score -1381784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1381785.875000 Penalty: 4867.391602
	Iteration 32Q: 3 clusters Score -1381786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1381787.375000 Penalty: 4867.391602
	Iteration 33Q: 3 clusters Score -1381787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1381787.250000 Penalty: 4867.391602
	Iteration 34Q: 3 clusters Score -1381787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1381788.750000 Penalty: 4867.391602
	Iteration 35Q: 3 clusters Score -1381789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1381783.125000 Penalty: 4867.391602
	Iteration 36Q: 3 clusters Score -1381783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1381783.500000 Penalty: 4867.391602
	Iteration 37Q: 3 clusters Score -1381784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1381788.375000 Penalty: 4867.391602
	Iteration 38Q: 3 clusters Score -1381788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1381786.375000 Penalty: 4867.391602
	Iteration 39Q: 3 clusters Score -1381786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1381788.750000 Penalty: 4867.391602
	Iteration 40F: 3 clusters Score -1381789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1381790.500000 Penalty: 4867.391602
	Iteration 41Q: 3 clusters Score -1381790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1381788.250000 Penalty: 4867.391602
	Iteration 42Q: 3 clusters Score -1381788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1381790.375000 Penalty: 4867.391602
	Iteration 43Q: 3 clusters Score -1381790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1381790.125000 Penalty: 4867.391602
	Iteration 44Q: 3 clusters Score -1381790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1381790.125000 Penalty: 4867.391602
	Iteration 45F: 3 clusters Score -1381790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 80485 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Entering Unmasked Estep 
Score: -146326096.000000 Penalty: 74731.390625
Splitting cluster 13 changes total score from -146276688.000000 to -146326096.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (151883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151883 members 
Entering Unmasked Estep 
Score: -13638360.000000 Penalty: 2958.854736
	Iteration 0F: 2 clusters Score -1.363836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -13536267.000000 Penalty: 5917.709473
	Iteration 0F: 3 clusters Score -1.353627e+07 nChanged 72462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -13578433.000000 Penalty: 5917.709473
	Iteration 1F: 3 clusters Score -1.357843e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -13579609.000000 Penalty: 5917.709473
	Iteration 2Q: 3 clusters Score -1.357961e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -13581347.000000 Penalty: 5917.709473
	Iteration 3Q: 3 clusters Score -1.358135e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -13584428.000000 Penalty: 5917.709473
	Iteration 4Q: 3 clusters Score -1.358443e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -13589042.000000 Penalty: 5917.709473
	Iteration 5F: 3 clusters Score -1.358904e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -13595512.000000 Penalty: 5917.709473
	Iteration 6F: 3 clusters Score -1.359551e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -13602840.000000 Penalty: 5917.709473
	Iteration 7F: 3 clusters Score -1.360284e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -13609635.000000 Penalty: 5917.709473
	Iteration 8F: 3 clusters Score -1.360964e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -13615466.000000 Penalty: 5917.709473
	Iteration 9F: 3 clusters Score -1.361547e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -13620173.000000 Penalty: 5917.709473
	Iteration 10Q: 3 clusters Score -1.362017e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -13623774.000000 Penalty: 5917.709473
	Iteration 11Q: 3 clusters Score -1.362377e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -13626324.000000 Penalty: 5917.709473
	Iteration 12Q: 3 clusters Score -1.362632e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -13628015.000000 Penalty: 5917.709473
	Iteration 13Q: 3 clusters Score -1.362802e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -13629415.000000 Penalty: 5917.709473
	Iteration 14Q: 3 clusters Score -1.362942e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -13630636.000000 Penalty: 5917.709473
	Iteration 15Q: 3 clusters Score -1.363064e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129566 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -13631756.000000 Penalty: 5917.709473
	Iteration 16Q: 3 clusters Score -1.363176e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -13632707.000000 Penalty: 5917.709473
	Iteration 17Q: 3 clusters Score -1.363271e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133667 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -13633570.000000 Penalty: 5917.709473
	Iteration 18Q: 3 clusters Score -1.363357e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135402 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -13634441.000000 Penalty: 5917.709473
	Iteration 19Q: 3 clusters Score -1.363444e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136845 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -13635024.000000 Penalty: 5917.709473
	Iteration 20F: 3 clusters Score -1.363502e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -13635453.000000 Penalty: 5917.709473
	Iteration 21Q: 3 clusters Score -1.363545e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -13635872.000000 Penalty: 5917.709473
	Iteration 22Q: 3 clusters Score -1.363587e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140004 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -13636252.000000 Penalty: 5917.709473
	Iteration 23Q: 3 clusters Score -1.363625e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140765 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -13636588.000000 Penalty: 5917.709473
	Iteration 24Q: 3 clusters Score -1.363659e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141439 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -13636880.000000 Penalty: 5917.709473
	Iteration 25Q: 3 clusters Score -1.363688e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -13637117.000000 Penalty: 5917.709473
	Iteration 26Q: 3 clusters Score -1.363712e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -13637314.000000 Penalty: 5917.709473
	Iteration 27Q: 3 clusters Score -1.363731e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -13637414.000000 Penalty: 5917.709473
	Iteration 28Q: 3 clusters Score -1.363741e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -13637450.000000 Penalty: 5917.709473
	Iteration 29Q: 3 clusters Score -1.363745e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -13637450.000000 Penalty: 5917.709473
	Iteration 30Q: 3 clusters Score -1.363745e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -13637521.000000 Penalty: 5917.709473
	Iteration 31Q: 3 clusters Score -1.363752e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144128 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -13637578.000000 Penalty: 5917.709473
	Iteration 32Q: 3 clusters Score -1.363758e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144325 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -13637629.000000 Penalty: 5917.709473
	Iteration 33Q: 3 clusters Score -1.363763e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -13637681.000000 Penalty: 5917.709473
	Iteration 34Q: 3 clusters Score -1.363768e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -13637689.000000 Penalty: 5917.709473
	Iteration 35Q: 3 clusters Score -1.363769e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -13637720.000000 Penalty: 5917.709473
	Iteration 36Q: 3 clusters Score -1.363772e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144782 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -13637716.000000 Penalty: 5917.709473
	Iteration 37Q: 3 clusters Score -1.363772e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -13637692.000000 Penalty: 5917.709473
	Iteration 38Q: 3 clusters Score -1.363769e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -13637706.000000 Penalty: 5917.709473
	Iteration 39Q: 3 clusters Score -1.363771e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -13637720.000000 Penalty: 5917.709473
	Iteration 40F: 3 clusters Score -1.363772e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -13637705.000000 Penalty: 5917.709473
	Iteration 41Q: 3 clusters Score -1.36377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145075 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -13637698.000000 Penalty: 5917.709473
	Iteration 42Q: 3 clusters Score -1.36377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145107 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -13637723.000000 Penalty: 5917.709473
	Iteration 43Q: 3 clusters Score -1.363772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145139 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -13637696.000000 Penalty: 5917.709473
	Iteration 44Q: 3 clusters Score -1.36377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145167 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -13637704.000000 Penalty: 5917.709473
	Iteration 45Q: 3 clusters Score -1.36377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -13637709.000000 Penalty: 5917.709473
	Iteration 46Q: 3 clusters Score -1.363771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -13637710.000000 Penalty: 5917.709473
	Iteration 47Q: 3 clusters Score -1.363771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -13637706.000000 Penalty: 5917.709473
	Iteration 48Q: 3 clusters Score -1.363771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -13637698.000000 Penalty: 5917.709473
	Iteration 49Q: 3 clusters Score -1.36377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145227 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -13637717.000000 Penalty: 5917.709473
	Iteration 50Q: 3 clusters Score -1.363772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -13637719.000000 Penalty: 5917.709473
	Iteration 51Q: 3 clusters Score -1.363772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145247 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -13637715.000000 Penalty: 5917.709473
	Iteration 52Q: 3 clusters Score -1.363772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -13637727.000000 Penalty: 5917.709473
	Iteration 53Q: 3 clusters Score -1.363773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -13637722.000000 Penalty: 5917.709473
	Iteration 54Q: 3 clusters Score -1.363772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -13637736.000000 Penalty: 5917.709473
	Iteration 55Q: 3 clusters Score -1.363774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145277 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -13637730.000000 Penalty: 5917.709473
	Iteration 56Q: 3 clusters Score -1.363773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -13637724.000000 Penalty: 5917.709473
	Iteration 57Q: 3 clusters Score -1.363772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145286 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -13637725.000000 Penalty: 5917.709473
	Iteration 58Q: 3 clusters Score -1.363772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145291 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -13637738.000000 Penalty: 5917.709473
	Iteration 59Q: 3 clusters Score -1.363774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145295 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -13637741.000000 Penalty: 5917.709473
	Iteration 60F: 3 clusters Score -1.363774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -13637735.000000 Penalty: 5917.709473
	Iteration 61Q: 3 clusters Score -1.363774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145305 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -13637748.000000 Penalty: 5917.709473
	Iteration 62Q: 3 clusters Score -1.363775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -13637750.000000 Penalty: 5917.709473
	Iteration 63Q: 3 clusters Score -1.363775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -13637747.000000 Penalty: 5917.709473
	Iteration 64Q: 3 clusters Score -1.363775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -13637745.000000 Penalty: 5917.709473
	Iteration 65Q: 3 clusters Score -1.363774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145328 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -13637751.000000 Penalty: 5917.709473
	Iteration 66Q: 3 clusters Score -1.363775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -13637748.000000 Penalty: 5917.709473
	Iteration 67Q: 3 clusters Score -1.363775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -13637739.000000 Penalty: 5917.709473
	Iteration 68Q: 3 clusters Score -1.363774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145355 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -13637743.000000 Penalty: 5917.709473
	Iteration 69Q: 3 clusters Score -1.363774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -13637728.000000 Penalty: 5917.709473
	Iteration 70Q: 3 clusters Score -1.363773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -13637733.000000 Penalty: 5917.709473
	Iteration 71Q: 3 clusters Score -1.363773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -13637729.000000 Penalty: 5917.709473
	Iteration 72Q: 3 clusters Score -1.363773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145383 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -13637740.000000 Penalty: 5917.709473
	Iteration 73Q: 3 clusters Score -1.363774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -13637733.000000 Penalty: 5917.709473
	Iteration 74Q: 3 clusters Score -1.363773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -13637739.000000 Penalty: 5917.709473
	Iteration 75Q: 3 clusters Score -1.363774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -13637751.000000 Penalty: 5917.709473
	Iteration 76Q: 3 clusters Score -1.363775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145408 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -13637735.000000 Penalty: 5917.709473
	Iteration 77Q: 3 clusters Score -1.363774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -13637741.000000 Penalty: 5917.709473
	Iteration 78Q: 3 clusters Score -1.363774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -13637748.000000 Penalty: 5917.709473
	Iteration 79Q: 3 clusters Score -1.363775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -13637764.000000 Penalty: 5917.709473
	Iteration 80F: 3 clusters Score -1.363776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -13637768.000000 Penalty: 5917.709473
	Iteration 81Q: 3 clusters Score -1.363777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -13637769.000000 Penalty: 5917.709473
	Iteration 82Q: 3 clusters Score -1.363777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -13637759.000000 Penalty: 5917.709473
	Iteration 83Q: 3 clusters Score -1.363776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -13637752.000000 Penalty: 5917.709473
	Iteration 84Q: 3 clusters Score -1.363775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -13637750.000000 Penalty: 5917.709473
	Iteration 85Q: 3 clusters Score -1.363775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -13637752.000000 Penalty: 5917.709473
	Iteration 86Q: 3 clusters Score -1.363775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145494 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -13637765.000000 Penalty: 5917.709473
	Iteration 87Q: 3 clusters Score -1.363776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -13637772.000000 Penalty: 5917.709473
	Iteration 88Q: 3 clusters Score -1.363777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -13637776.000000 Penalty: 5917.709473
	Iteration 89Q: 3 clusters Score -1.363778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -13637783.000000 Penalty: 5917.709473
	Iteration 90Q: 3 clusters Score -1.363778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145553 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -13637767.000000 Penalty: 5917.709473
	Iteration 91Q: 3 clusters Score -1.363777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -13637755.000000 Penalty: 5917.709473
	Iteration 92Q: 3 clusters Score -1.363776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -13637769.000000 Penalty: 5917.709473
	Iteration 93Q: 3 clusters Score -1.363777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145574 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -13637774.000000 Penalty: 5917.709473
	Iteration 94Q: 3 clusters Score -1.363777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -13637774.000000 Penalty: 5917.709473
	Iteration 95Q: 3 clusters Score -1.363777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -13637778.000000 Penalty: 5917.709473
	Iteration 96Q: 3 clusters Score -1.363778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -13637784.000000 Penalty: 5917.709473
	Iteration 97Q: 3 clusters Score -1.363778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -13637796.000000 Penalty: 5917.709473
	Iteration 98Q: 3 clusters Score -1.36378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -13637796.000000 Penalty: 5917.709473
	Iteration 99F: 3 clusters Score -1.36378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Entering Unmasked Estep 
Score: -3243337.500000 Penalty: 2619.681885
	Iteration 0F: 2 clusters Score -3243338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3217113.000000 Penalty: 5239.363770
	Iteration 0F: 3 clusters Score -3217113 nChanged 17552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3226767.500000 Penalty: 5239.363770
	Iteration 1F: 3 clusters Score -3226768 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3227611.000000 Penalty: 5239.363770
	Iteration 2F: 3 clusters Score -3227611 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3228576.000000 Penalty: 5239.363770
	Iteration 3F: 3 clusters Score -3228576 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3229792.000000 Penalty: 5239.363770
	Iteration 4F: 3 clusters Score -3229792 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3231209.750000 Penalty: 5239.363770
	Iteration 5F: 3 clusters Score -3231210 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3232844.250000 Penalty: 5239.363770
	Iteration 6F: 3 clusters Score -3232844 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3234432.000000 Penalty: 5239.363770
	Iteration 7F: 3 clusters Score -3234432 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3235843.500000 Penalty: 5239.363770
	Iteration 8F: 3 clusters Score -3235844 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3236975.000000 Penalty: 5239.363770
	Iteration 9Q: 3 clusters Score -3236975 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3237916.250000 Penalty: 5239.363770
	Iteration 10Q: 3 clusters Score -3237916 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3238609.000000 Penalty: 5239.363770
	Iteration 11Q: 3 clusters Score -3238609 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3239076.250000 Penalty: 5239.363770
	Iteration 12Q: 3 clusters Score -3239076 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3239394.750000 Penalty: 5239.363770
	Iteration 13Q: 3 clusters Score -3239395 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3239611.000000 Penalty: 5239.363770
	Iteration 14Q: 3 clusters Score -3239611 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3239764.250000 Penalty: 5239.363770
	Iteration 15Q: 3 clusters Score -3239764 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3239879.000000 Penalty: 5239.363770
	Iteration 16Q: 3 clusters Score -3239879 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3240001.000000 Penalty: 5239.363770
	Iteration 17Q: 3 clusters Score -3240001 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3240090.000000 Penalty: 5239.363770
	Iteration 18Q: 3 clusters Score -3240090 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3240167.500000 Penalty: 5239.363770
	Iteration 19Q: 3 clusters Score -3240168 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3240256.750000 Penalty: 5239.363770
	Iteration 20F: 3 clusters Score -3240257 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3240328.250000 Penalty: 5239.363770
	Iteration 21Q: 3 clusters Score -3240328 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3240421.750000 Penalty: 5239.363770
	Iteration 22Q: 3 clusters Score -3240422 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3240558.500000 Penalty: 5239.363770
	Iteration 23Q: 3 clusters Score -3240558 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3240686.250000 Penalty: 5239.363770
	Iteration 24Q: 3 clusters Score -3240686 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3240816.250000 Penalty: 5239.363770
	Iteration 25Q: 3 clusters Score -3240816 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3240980.250000 Penalty: 5239.363770
	Iteration 26Q: 3 clusters Score -3240980 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3241139.250000 Penalty: 5239.363770
	Iteration 27Q: 3 clusters Score -3241139 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3241328.750000 Penalty: 5239.363770
	Iteration 28Q: 3 clusters Score -3241329 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3241511.500000 Penalty: 5239.363770
	Iteration 29Q: 3 clusters Score -3241512 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3241680.750000 Penalty: 5239.363770
	Iteration 30Q: 3 clusters Score -3241681 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3241839.250000 Penalty: 5239.363770
	Iteration 31Q: 3 clusters Score -3241839 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3242030.250000 Penalty: 5239.363770
	Iteration 32Q: 3 clusters Score -3242030 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3242222.500000 Penalty: 5239.363770
	Iteration 33Q: 3 clusters Score -3242222 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3242395.000000 Penalty: 5239.363770
	Iteration 34Q: 3 clusters Score -3242395 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3242537.500000 Penalty: 5239.363770
	Iteration 35Q: 3 clusters Score -3242538 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3242622.750000 Penalty: 5239.363770
	Iteration 36Q: 3 clusters Score -3242623 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3242703.750000 Penalty: 5239.363770
	Iteration 37Q: 3 clusters Score -3242704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3242788.500000 Penalty: 5239.363770
	Iteration 38Q: 3 clusters Score -3242788 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3242888.500000 Penalty: 5239.363770
	Iteration 39Q: 3 clusters Score -3242888 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3243014.500000 Penalty: 5239.363770
	Iteration 40F: 3 clusters Score -3243014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3243189.500000 Penalty: 5239.363770
	Iteration 41Q: 3 clusters Score -3243190 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3243440.250000 Penalty: 5239.363770
	Iteration 42Q: 3 clusters Score -3243440 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3243911.000000 Penalty: 5239.363770
	Iteration 43Q: 3 clusters Score -3243911 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3244873.750000 Penalty: 5239.363770
	Iteration 44Q: 3 clusters Score -3244874 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3245576.250000 Penalty: 5239.363770
	Iteration 45Q: 3 clusters Score -3245576 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3245769.250000 Penalty: 5239.363770
	Iteration 46Q: 3 clusters Score -3245769 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3245880.750000 Penalty: 5239.363770
	Iteration 47Q: 3 clusters Score -3245881 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3245964.750000 Penalty: 5239.363770
	Iteration 48Q: 3 clusters Score -3245965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3246032.250000 Penalty: 5239.363770
	Iteration 49Q: 3 clusters Score -3246032 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3246089.750000 Penalty: 5239.363770
	Iteration 50Q: 3 clusters Score -3246090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3246169.750000 Penalty: 5239.363770
	Iteration 51Q: 3 clusters Score -3246170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3246206.750000 Penalty: 5239.363770
	Iteration 52Q: 3 clusters Score -3246207 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3246240.750000 Penalty: 5239.363770
	Iteration 53Q: 3 clusters Score -3246241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3246275 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3246303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3246324.750000 Penalty: 5239.363770
	Iteration 56Q: 3 clusters Score -3246325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3246343.250000 Penalty: 5239.363770
	Iteration 57Q: 3 clusters Score -3246343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3246363.250000 Penalty: 5239.363770
	Iteration 58Q: 3 clusters Score -3246363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3246367.750000 Penalty: 5239.363770
	Iteration 59Q: 3 clusters Score -3246368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3246474 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3246681 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3246948.750000 Penalty: 5239.363770
	Iteration 62Q: 3 clusters Score -3246949 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3247219.500000 Penalty: 5239.363770
	Iteration 63Q: 3 clusters Score -3247220 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3247493.750000 Penalty: 5239.363770
	Iteration 64Q: 3 clusters Score -3247494 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3247717.250000 Penalty: 5239.363770
	Iteration 65Q: 3 clusters Score -3247717 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3247851 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3247955 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3248035.250000 Penalty: 5239.363770
	Iteration 68Q: 3 clusters Score -3248035 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3248108 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3248163.500000 Penalty: 5239.363770
	Iteration 70Q: 3 clusters Score -3248164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3248195.750000 Penalty: 5239.363770
	Iteration 71Q: 3 clusters Score -3248196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3248237.500000 Penalty: 5239.363770
	Iteration 72Q: 3 clusters Score -3248238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3248250.750000 Penalty: 5239.363770
	Iteration 73Q: 3 clusters Score -3248251 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3248291 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3248329.000000 Penalty: 5239.363770
	Iteration 75Q: 3 clusters Score -3248329 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3248366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3248393.500000 Penalty: 5239.363770
	Iteration 77Q: 3 clusters Score -3248394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3248406.000000 Penalty: 5239.363770
	Iteration 78Q: 3 clusters Score -3248406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3248410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3248463 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3248500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3248519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3248527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3248542.000000 Penalty: 5239.363770
	Iteration 84Q: 3 clusters Score -3248542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3248552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3248572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3248587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3248586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3248598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3248623.750000 Penalty: 5239.363770
	Iteration 90Q: 3 clusters Score -3248624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3248637.500000 Penalty: 5239.363770
	Iteration 91Q: 3 clusters Score -3248638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3248656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3248654 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3248689.250000 Penalty: 5239.363770
	Iteration 94Q: 3 clusters Score -3248689 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3248720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3248776.250000 Penalty: 5239.363770
	Iteration 96Q: 3 clusters Score -3248776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3248832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3248899 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3248968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3249041.500000 Penalty: 5239.363770
	Iteration 100F: 3 clusters Score -3249042 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3249102 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3249185.250000 Penalty: 5239.363770
	Iteration 102Q: 3 clusters Score -3249185 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3249243.250000 Penalty: 5239.363770
	Iteration 103Q: 3 clusters Score -3249243 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3249315.500000 Penalty: 5239.363770
	Iteration 104Q: 3 clusters Score -3249316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3249378 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3249452.500000 Penalty: 5239.363770
	Iteration 106Q: 3 clusters Score -3249452 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3249549 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3249638.750000 Penalty: 5239.363770
	Iteration 108Q: 3 clusters Score -3249639 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3249691.000000 Penalty: 5239.363770
	Iteration 109Q: 3 clusters Score -3249691 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3249756.000000 Penalty: 5239.363770
	Iteration 110Q: 3 clusters Score -3249756 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3249810 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3249849 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3249909.750000 Penalty: 5239.363770
	Iteration 113Q: 3 clusters Score -3249910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3249971 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3250010.750000 Penalty: 5239.363770
	Iteration 115Q: 3 clusters Score -3250011 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3250043.500000 Penalty: 5239.363770
	Iteration 116Q: 3 clusters Score -3250044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3250061.250000 Penalty: 5239.363770
	Iteration 117Q: 3 clusters Score -3250061 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3250067.750000 Penalty: 5239.363770
	Iteration 118Q: 3 clusters Score -3250068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3250072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3250100.500000 Penalty: 5239.363770
	Iteration 120F: 3 clusters Score -3250100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3250116.250000 Penalty: 5239.363770
	Iteration 121Q: 3 clusters Score -3250116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3250112.000000 Penalty: 5239.363770
	Iteration 122Q: 3 clusters Score -3250112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3250113.250000 Penalty: 5239.363770
	Iteration 123Q: 3 clusters Score -3250113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3250116.250000 Penalty: 5239.363770
	Iteration 124Q: 3 clusters Score -3250116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3250115.250000 Penalty: 5239.363770
	Iteration 125Q: 3 clusters Score -3250115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3250118.250000 Penalty: 5239.363770
	Iteration 126Q: 3 clusters Score -3250118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3250133.000000 Penalty: 5239.363770
	Iteration 127Q: 3 clusters Score -3250133 nChanged 51
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Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3250146.000000 Penalty: 5239.363770
	Iteration 128Q: 3 clusters Score -3250146 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3250154.500000 Penalty: 5239.363770
	Iteration 129Q: 3 clusters Score -3250154 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3250163.250000 Penalty: 5239.363770
	Iteration 130Q: 3 clusters Score -3250163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3250159.250000 Penalty: 5239.363770
	Iteration 131Q: 3 clusters Score -3250159 nChanged 50
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Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3250156.250000 Penalty: 5239.363770
	Iteration 132Q: 3 clusters Score -3250156 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3250165.000000 Penalty: 5239.363770
	Iteration 133Q: 3 clusters Score -3250165 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3250167.500000 Penalty: 5239.363770
	Iteration 134Q: 3 clusters Score -3250168 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3250164.000000 Penalty: 5239.363770
	Iteration 135Q: 3 clusters Score -3250164 nChanged 65
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Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3250168 nChanged 56
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Mstep: Class 1 contains 21704 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3250182 nChanged 61
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Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3250193 nChanged 61
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Mstep: Class 1 contains 21582 members 
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Entering Unmasked Estep 
Score: -3250211.750000 Penalty: 5239.363770
	Iteration 139Q: 3 clusters Score -3250212 nChanged 67
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Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3250203.000000 Penalty: 5239.363770
	Iteration 140F: 3 clusters Score -3250203 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3250219.250000 Penalty: 5239.363770
	Iteration 141Q: 3 clusters Score -3250219 nChanged 91
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Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3250233.500000 Penalty: 5239.363770
	Iteration 142Q: 3 clusters Score -3250234 nChanged 76
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Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3250251.750000 Penalty: 5239.363770
	Iteration 143Q: 3 clusters Score -3250252 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3250268.500000 Penalty: 5239.363770
	Iteration 144Q: 3 clusters Score -3250268 nChanged 82
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Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3250274 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3250288.000000 Penalty: 5239.363770
	Iteration 146Q: 3 clusters Score -3250288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3250309.500000 Penalty: 5239.363770
	Iteration 147Q: 3 clusters Score -3250310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3250327.500000 Penalty: 5239.363770
	Iteration 148Q: 3 clusters Score -3250328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3250359.750000 Penalty: 5239.363770
	Iteration 149Q: 3 clusters Score -3250360 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3250405.750000 Penalty: 5239.363770
	Iteration 150Q: 3 clusters Score -3250406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3250462.750000 Penalty: 5239.363770
	Iteration 151Q: 3 clusters Score -3250463 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3250539.250000 Penalty: 5239.363770
	Iteration 152Q: 3 clusters Score -3250539 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3250634.750000 Penalty: 5239.363770
	Iteration 153Q: 3 clusters Score -3250635 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3250756.000000 Penalty: 5239.363770
	Iteration 154Q: 3 clusters Score -3250756 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3250852.000000 Penalty: 5239.363770
	Iteration 155Q: 3 clusters Score -3250852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3250959.000000 Penalty: 5239.363770
	Iteration 156Q: 3 clusters Score -3250959 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3251045.250000 Penalty: 5239.363770
	Iteration 157Q: 3 clusters Score -3251045 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3251092.500000 Penalty: 5239.363770
	Iteration 158Q: 3 clusters Score -3251092 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3251127.750000 Penalty: 5239.363770
	Iteration 159Q: 3 clusters Score -3251128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3251139.750000 Penalty: 5239.363770
	Iteration 160F: 3 clusters Score -3251140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3251154.500000 Penalty: 5239.363770
	Iteration 161Q: 3 clusters Score -3251154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3251184.750000 Penalty: 5239.363770
	Iteration 162Q: 3 clusters Score -3251185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3251192.750000 Penalty: 5239.363770
	Iteration 163Q: 3 clusters Score -3251193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3251196.000000 Penalty: 5239.363770
	Iteration 164Q: 3 clusters Score -3251196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3251203.750000 Penalty: 5239.363770
	Iteration 165Q: 3 clusters Score -3251204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3251197.250000 Penalty: 5239.363770
	Iteration 166Q: 3 clusters Score -3251197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3251206.750000 Penalty: 5239.363770
	Iteration 167Q: 3 clusters Score -3251207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3251222.750000 Penalty: 5239.363770
	Iteration 168Q: 3 clusters Score -3251223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3251210.750000 Penalty: 5239.363770
	Iteration 169Q: 3 clusters Score -3251211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3251209.000000 Penalty: 5239.363770
	Iteration 170Q: 3 clusters Score -3251209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3251215.750000 Penalty: 5239.363770
	Iteration 171Q: 3 clusters Score -3251216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3251209.750000 Penalty: 5239.363770
	Iteration 172Q: 3 clusters Score -3251210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3251209.250000 Penalty: 5239.363770
	Iteration 173Q: 3 clusters Score -3251209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3251210.500000 Penalty: 5239.363770
	Iteration 174Q: 3 clusters Score -3251210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3251213.750000 Penalty: 5239.363770
	Iteration 175Q: 3 clusters Score -3251214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3251212.750000 Penalty: 5239.363770
	Iteration 176Q: 3 clusters Score -3251213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3251211.500000 Penalty: 5239.363770
	Iteration 177Q: 3 clusters Score -3251212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3251214.250000 Penalty: 5239.363770
	Iteration 178Q: 3 clusters Score -3251214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3251215.750000 Penalty: 5239.363770
	Iteration 179Q: 3 clusters Score -3251216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3251226.250000 Penalty: 5239.363770
	Iteration 180F: 3 clusters Score -3251226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3251216.250000 Penalty: 5239.363770
	Iteration 181Q: 3 clusters Score -3251216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3251221.000000 Penalty: 5239.363770
	Iteration 182Q: 3 clusters Score -3251221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3251219.500000 Penalty: 5239.363770
	Iteration 183Q: 3 clusters Score -3251220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3251220.750000 Penalty: 5239.363770
	Iteration 184Q: 3 clusters Score -3251221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3251220.750000 Penalty: 5239.363770
	Iteration 185F: 3 clusters Score -3251221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 18014 members 
Mstep: Class 17 contains 80485 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Mstep: Class 22 contains 20672 members 
Entering Unmasked Estep 
Score: -146333072.000000 Penalty: 78290.031250
Splitting cluster 16 changes total score from -146276688.000000 to -146333072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (80485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Entering Unmasked Estep 
Score: -7219420.000000 Penalty: 2801.364746
	Iteration 0F: 2 clusters Score -7219420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7165499.500000 Penalty: 5602.729492
	Iteration 0F: 3 clusters Score -7165500 nChanged 37898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7186956.000000 Penalty: 5602.729492
	Iteration 1F: 3 clusters Score -7186956 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -7187699.500000 Penalty: 5602.729492
	Iteration 2Q: 3 clusters Score -7187700 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -7188590.000000 Penalty: 5602.729492
	Iteration 3Q: 3 clusters Score -7188590 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -7189912.000000 Penalty: 5602.729492
	Iteration 4Q: 3 clusters Score -7189912 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -7191646.500000 Penalty: 5602.729492
	Iteration 5Q: 3 clusters Score -7191646 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -7194215.000000 Penalty: 5602.729492
	Iteration 6F: 3 clusters Score -7194215 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -7197800.500000 Penalty: 5602.729492
	Iteration 7F: 3 clusters Score -7197800 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -7202441.500000 Penalty: 5602.729492
	Iteration 8F: 3 clusters Score -7202442 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -7207118.500000 Penalty: 5602.729492
	Iteration 9F: 3 clusters Score -7207118 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -7211015.500000 Penalty: 5602.729492
	Iteration 10F: 3 clusters Score -7211016 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -7213591.000000 Penalty: 5602.729492
	Iteration 11Q: 3 clusters Score -7213591 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -7215521.000000 Penalty: 5602.729492
	Iteration 12Q: 3 clusters Score -7215521 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -7217213.500000 Penalty: 5602.729492
	Iteration 13Q: 3 clusters Score -7217214 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -7218555.500000 Penalty: 5602.729492
	Iteration 14Q: 3 clusters Score -7218556 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -7219622.500000 Penalty: 5602.729492
	Iteration 15Q: 3 clusters Score -7219622 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -7220153.500000 Penalty: 5602.729492
	Iteration 16Q: 3 clusters Score -7220154 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -7220441.000000 Penalty: 5602.729492
	Iteration 17Q: 3 clusters Score -7220441 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7220611.500000 Penalty: 5602.729492
	Iteration 18Q: 3 clusters Score -7220612 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7220720.500000 Penalty: 5602.729492
	Iteration 19Q: 3 clusters Score -7220720 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -7220799.500000 Penalty: 5602.729492
	Iteration 20F: 3 clusters Score -7220800 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -7220841.500000 Penalty: 5602.729492
	Iteration 21Q: 3 clusters Score -7220842 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7220876.000000 Penalty: 5602.729492
	Iteration 22Q: 3 clusters Score -7220876 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -7220908.500000 Penalty: 5602.729492
	Iteration 23Q: 3 clusters Score -7220908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -7220931.500000 Penalty: 5602.729492
	Iteration 24Q: 3 clusters Score -7220932 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -7220952.000000 Penalty: 5602.729492
	Iteration 25Q: 3 clusters Score -7220952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7220947.000000 Penalty: 5602.729492
	Iteration 26Q: 3 clusters Score -7220947 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -7220954.500000 Penalty: 5602.729492
	Iteration 27Q: 3 clusters Score -7220954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7220949.000000 Penalty: 5602.729492
	Iteration 28Q: 3 clusters Score -7220949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7220969.500000 Penalty: 5602.729492
	Iteration 29Q: 3 clusters Score -7220970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7220977.500000 Penalty: 5602.729492
	Iteration 30Q: 3 clusters Score -7220978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -7220980.500000 Penalty: 5602.729492
	Iteration 31Q: 3 clusters Score -7220980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -7221000.000000 Penalty: 5602.729492
	Iteration 32Q: 3 clusters Score -7221000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7220978.500000 Penalty: 5602.729492
	Iteration 33Q: 3 clusters Score -7220978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -7220986.500000 Penalty: 5602.729492
	Iteration 34Q: 3 clusters Score -7220986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -7220982.000000 Penalty: 5602.729492
	Iteration 35Q: 3 clusters Score -7220982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -7220994.000000 Penalty: 5602.729492
	Iteration 36Q: 3 clusters Score -7220994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -7220997.000000 Penalty: 5602.729492
	Iteration 37Q: 3 clusters Score -7220997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -7220982.500000 Penalty: 5602.729492
	Iteration 38Q: 3 clusters Score -7220982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -7220986.500000 Penalty: 5602.729492
	Iteration 39Q: 3 clusters Score -7220986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -7220981.000000 Penalty: 5602.729492
	Iteration 40F: 3 clusters Score -7220981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -7220978.500000 Penalty: 5602.729492
	Iteration 41Q: 3 clusters Score -7220978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -7220986.000000 Penalty: 5602.729492
	Iteration 42Q: 3 clusters Score -7220986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7220992.000000 Penalty: 5602.729492
	Iteration 43Q: 3 clusters Score -7220992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -7220988.000000 Penalty: 5602.729492
	Iteration 44Q: 3 clusters Score -7220988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -7220993.000000 Penalty: 5602.729492
	Iteration 45Q: 3 clusters Score -7220993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -7220993.500000 Penalty: 5602.729492
	Iteration 46Q: 3 clusters Score -7220994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7220990.000000 Penalty: 5602.729492
	Iteration 47Q: 3 clusters Score -7220990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -7220981.000000 Penalty: 5602.729492
	Iteration 48Q: 3 clusters Score -7220981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -7220982.000000 Penalty: 5602.729492
	Iteration 49Q: 3 clusters Score -7220982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -7220981.000000 Penalty: 5602.729492
	Iteration 50Q: 3 clusters Score -7220981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7220985.500000 Penalty: 5602.729492
	Iteration 51Q: 3 clusters Score -7220986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7220985.000000 Penalty: 5602.729492
	Iteration 52Q: 3 clusters Score -7220985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -7220989.000000 Penalty: 5602.729492
	Iteration 53Q: 3 clusters Score -7220989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -7220989.000000 Penalty: 5602.729492
	Iteration 54F: 3 clusters Score -7220989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 18014 members 
Mstep: Class 17 contains 23804 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Mstep: Class 22 contains 20672 members 
Mstep: Class 23 contains 56681 members 
Entering Unmasked Estep 
Score: -146334672.000000 Penalty: 81848.664062
Splitting cluster 17 changes total score from -146276688.000000 to -146334672.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (35380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Entering Unmasked Estep 
Score: -3040005.250000 Penalty: 2597.527588
	Iteration 0F: 2 clusters Score -3040005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3015903.750000 Penalty: 5195.055176
	Iteration 0F: 3 clusters Score -3015904 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3024809.250000 Penalty: 5195.055176
	Iteration 1F: 3 clusters Score -3024809 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3025660.000000 Penalty: 5195.055176
	Iteration 2F: 3 clusters Score -3025660 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3026974.500000 Penalty: 5195.055176
	Iteration 3F: 3 clusters Score -3026974 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3028876.500000 Penalty: 5195.055176
	Iteration 4F: 3 clusters Score -3028876 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3030692.750000 Penalty: 5195.055176
	Iteration 5F: 3 clusters Score -3030693 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3032235.500000 Penalty: 5195.055176
	Iteration 6F: 3 clusters Score -3032236 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3033611.750000 Penalty: 5195.055176
	Iteration 7F: 3 clusters Score -3033612 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3034912.000000 Penalty: 5195.055176
	Iteration 8F: 3 clusters Score -3034912 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3036012.250000 Penalty: 5195.055176
	Iteration 9F: 3 clusters Score -3036012 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3036955.500000 Penalty: 5195.055176
	Iteration 10Q: 3 clusters Score -3036956 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3037737.000000 Penalty: 5195.055176
	Iteration 11Q: 3 clusters Score -3037737 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3038477.000000 Penalty: 5195.055176
	Iteration 12Q: 3 clusters Score -3038477 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3039071.250000 Penalty: 5195.055176
	Iteration 13Q: 3 clusters Score -3039071 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3039514.250000 Penalty: 5195.055176
	Iteration 14Q: 3 clusters Score -3039514 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3039849.500000 Penalty: 5195.055176
	Iteration 15Q: 3 clusters Score -3039850 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3040091.750000 Penalty: 5195.055176
	Iteration 16Q: 3 clusters Score -3040092 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3040300.250000 Penalty: 5195.055176
	Iteration 17Q: 3 clusters Score -3040300 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3040469.500000 Penalty: 5195.055176
	Iteration 18Q: 3 clusters Score -3040470 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3040595.750000 Penalty: 5195.055176
	Iteration 19Q: 3 clusters Score -3040596 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3040671.750000 Penalty: 5195.055176
	Iteration 20F: 3 clusters Score -3040672 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3040767.000000 Penalty: 5195.055176
	Iteration 21Q: 3 clusters Score -3040767 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3040853.500000 Penalty: 5195.055176
	Iteration 22Q: 3 clusters Score -3040854 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3040935.500000 Penalty: 5195.055176
	Iteration 23Q: 3 clusters Score -3040936 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3041012.500000 Penalty: 5195.055176
	Iteration 24Q: 3 clusters Score -3041012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3041125.000000 Penalty: 5195.055176
	Iteration 25Q: 3 clusters Score -3041125 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3041229.000000 Penalty: 5195.055176
	Iteration 26Q: 3 clusters Score -3041229 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3041339.750000 Penalty: 5195.055176
	Iteration 27Q: 3 clusters Score -3041340 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3041507.750000 Penalty: 5195.055176
	Iteration 28Q: 3 clusters Score -3041508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3041701.500000 Penalty: 5195.055176
	Iteration 29Q: 3 clusters Score -3041702 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3041917.000000 Penalty: 5195.055176
	Iteration 30Q: 3 clusters Score -3041917 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -3042162.000000 Penalty: 5195.055176
	Iteration 31Q: 3 clusters Score -3042162 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -3042431.750000 Penalty: 5195.055176
	Iteration 32Q: 3 clusters Score -3042432 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -3042670.750000 Penalty: 5195.055176
	Iteration 33Q: 3 clusters Score -3042671 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3042803.250000 Penalty: 5195.055176
	Iteration 34Q: 3 clusters Score -3042803 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -3042856.250000 Penalty: 5195.055176
	Iteration 35Q: 3 clusters Score -3042856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -3042877.250000 Penalty: 5195.055176
	Iteration 36Q: 3 clusters Score -3042877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3042898.500000 Penalty: 5195.055176
	Iteration 37Q: 3 clusters Score -3042898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -3042902.500000 Penalty: 5195.055176
	Iteration 38Q: 3 clusters Score -3042902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -3042899.250000 Penalty: 5195.055176
	Iteration 39Q: 3 clusters Score -3042899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3042902.750000 Penalty: 5195.055176
	Iteration 40F: 3 clusters Score -3042903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3042903.000000 Penalty: 5195.055176
	Iteration 41Q: 3 clusters Score -3042903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3042904.750000 Penalty: 5195.055176
	Iteration 42Q: 3 clusters Score -3042905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3042899.500000 Penalty: 5195.055176
	Iteration 43Q: 3 clusters Score -3042900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3042904.750000 Penalty: 5195.055176
	Iteration 44Q: 3 clusters Score -3042905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3042904.750000 Penalty: 5195.055176
	Iteration 45F: 3 clusters Score -3042905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 18014 members 
Mstep: Class 17 contains 23804 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Mstep: Class 22 contains 20672 members 
Mstep: Class 23 contains 56681 members 
Mstep: Class 24 contains 32696 members 
Entering Unmasked Estep 
Score: -146336192.000000 Penalty: 85407.304688
Splitting cluster 18 changes total score from -146276688.000000 to -146336192.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (27941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Entering Unmasked Estep 
Score: -2339158.250000 Penalty: 2538.986816
	Iteration 0F: 2 clusters Score -2339158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2320072.250000 Penalty: 5077.973633
	Iteration 0F: 3 clusters Score -2320072 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2327535.250000 Penalty: 5077.973633
	Iteration 1F: 3 clusters Score -2327535 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2328675.250000 Penalty: 5077.973633
	Iteration 2F: 3 clusters Score -2328675 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2329702.250000 Penalty: 5077.973633
	Iteration 3F: 3 clusters Score -2329702 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2330735.000000 Penalty: 5077.973633
	Iteration 4F: 3 clusters Score -2330735 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2331805.500000 Penalty: 5077.973633
	Iteration 5F: 3 clusters Score -2331806 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2333072.500000 Penalty: 5077.973633
	Iteration 6F: 3 clusters Score -2333072 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2334522.500000 Penalty: 5077.973633
	Iteration 7F: 3 clusters Score -2334522 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2336013.000000 Penalty: 5077.973633
	Iteration 8F: 3 clusters Score -2336013 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2337215.500000 Penalty: 5077.973633
	Iteration 9F: 3 clusters Score -2337216 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2338108.750000 Penalty: 5077.973633
	Iteration 10Q: 3 clusters Score -2338109 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2338691.250000 Penalty: 5077.973633
	Iteration 11Q: 3 clusters Score -2338691 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2339075.000000 Penalty: 5077.973633
	Iteration 12Q: 3 clusters Score -2339075 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2339392.000000 Penalty: 5077.973633
	Iteration 13Q: 3 clusters Score -2339392 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2339598.250000 Penalty: 5077.973633
	Iteration 14Q: 3 clusters Score -2339598 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2339717.750000 Penalty: 5077.973633
	Iteration 15Q: 3 clusters Score -2339718 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2339817.000000 Penalty: 5077.973633
	Iteration 16Q: 3 clusters Score -2339817 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2339863.000000 Penalty: 5077.973633
	Iteration 17Q: 3 clusters Score -2339863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2339890.750000 Penalty: 5077.973633
	Iteration 18Q: 3 clusters Score -2339891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2339913.250000 Penalty: 5077.973633
	Iteration 19Q: 3 clusters Score -2339913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2339922.750000 Penalty: 5077.973633
	Iteration 20F: 3 clusters Score -2339923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2339931.000000 Penalty: 5077.973633
	Iteration 21Q: 3 clusters Score -2339931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2339929.500000 Penalty: 5077.973633
	Iteration 22Q: 3 clusters Score -2339930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2339934.250000 Penalty: 5077.973633
	Iteration 23Q: 3 clusters Score -2339934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2339933.750000 Penalty: 5077.973633
	Iteration 24Q: 3 clusters Score -2339934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2339932.250000 Penalty: 5077.973633
	Iteration 25Q: 3 clusters Score -2339932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2339936.250000 Penalty: 5077.973633
	Iteration 26Q: 3 clusters Score -2339936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2339934.250000 Penalty: 5077.973633
	Iteration 27Q: 3 clusters Score -2339934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2339934.250000 Penalty: 5077.973633
	Iteration 28F: 3 clusters Score -2339934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 6 contains 406839 members 
Mstep: Class 7 contains 29699 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 18014 members 
Mstep: Class 17 contains 23804 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 26846 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Mstep: Class 22 contains 20672 members 
Mstep: Class 23 contains 56681 members 
Mstep: Class 24 contains 32696 members 
Mstep: Class 25 contains 1095 members 
Entering Unmasked Estep 
Score: -146336336.000000 Penalty: 88965.937500
Splitting cluster 19 changes total score from -146276688.000000 to -146336336.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (73104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Entering Unmasked Estep 
Score: -6559574.500000 Penalty: 2777.510254
	Iteration 0F: 2 clusters Score -6559574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -6510890.500000 Penalty: 5555.020508
	Iteration 0F: 3 clusters Score -6510890 nChanged 33984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -6529861.000000 Penalty: 5555.020508
	Iteration 1F: 3 clusters Score -6529861 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -6530457.000000 Penalty: 5555.020508
	Iteration 2Q: 3 clusters Score -6530457 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -6531180.500000 Penalty: 5555.020508
	Iteration 3Q: 3 clusters Score -6531180 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6532395.000000 Penalty: 5555.020508
	Iteration 4Q: 3 clusters Score -6532395 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -6534641.000000 Penalty: 5555.020508
	Iteration 5F: 3 clusters Score -6534641 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6538421.000000 Penalty: 5555.020508
	Iteration 6F: 3 clusters Score -6538421 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -6543991.000000 Penalty: 5555.020508
	Iteration 7F: 3 clusters Score -6543991 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -6549832.000000 Penalty: 5555.020508
	Iteration 8F: 3 clusters Score -6549832 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -6553997.500000 Penalty: 5555.020508
	Iteration 9F: 3 clusters Score -6553998 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -6556429.500000 Penalty: 5555.020508
	Iteration 10Q: 3 clusters Score -6556430 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -6557581.500000 Penalty: 5555.020508
	Iteration 11Q: 3 clusters Score -6557582 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -6558092.000000 Penalty: 5555.020508
	Iteration 12Q: 3 clusters Score -6558092 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -6558317.000000 Penalty: 5555.020508
	Iteration 13Q: 3 clusters Score -6558317 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -6558423.000000 Penalty: 5555.020508
	Iteration 14Q: 3 clusters Score -6558423 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -6558486.500000 Penalty: 5555.020508
	Iteration 15Q: 3 clusters Score -6558486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -6558532.000000 Penalty: 5555.020508
	Iteration 16Q: 3 clusters Score -6558532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -6558544.000000 Penalty: 5555.020508
	Iteration 17Q: 3 clusters Score -6558544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -6558568.000000 Penalty: 5555.020508
	Iteration 18Q: 3 clusters Score -6558568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -6558578.500000 Penalty: 5555.020508
	Iteration 19Q: 3 clusters Score -6558578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -6558590.000000 Penalty: 5555.020508
	Iteration 20F: 3 clusters Score -6558590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -6558603.500000 Penalty: 5555.020508
	Iteration 21Q: 3 clusters Score -6558604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -6558594.000000 Penalty: 5555.020508
	Iteration 22Q: 3 clusters Score -6558594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -6558608.500000 Penalty: 5555.020508
	Iteration 23Q: 3 clusters Score -6558608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -6558621.500000 Penalty: 5555.020508
	Iteration 24Q: 3 clusters Score -6558622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -6558619.000000 Penalty: 5555.020508
	Iteration 25Q: 3 clusters Score -6558619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -6558622.500000 Penalty: 5555.020508
	Iteration 26Q: 3 clusters Score -6558622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -6558627.500000 Penalty: 5555.020508
	Iteration 27Q: 3 clusters Score -6558628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -6558622.500000 Penalty: 5555.020508
	Iteration 28Q: 3 clusters Score -6558622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -6558622.500000 Penalty: 5555.020508
	Iteration 29Q: 3 clusters Score -6558622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -6558630.000000 Penalty: 5555.020508
	Iteration 30Q: 3 clusters Score -6558630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -6558623.500000 Penalty: 5555.020508
	Iteration 31Q: 3 clusters Score -6558624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -6558638.000000 Penalty: 5555.020508
	Iteration 32Q: 3 clusters Score -6558638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -6558627.500000 Penalty: 5555.020508
	Iteration 33Q: 3 clusters Score -6558628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -6558621.500000 Penalty: 5555.020508
	Iteration 34Q: 3 clusters Score -6558622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -6558621.000000 Penalty: 5555.020508
	Iteration 35Q: 3 clusters Score -6558621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -6558620.500000 Penalty: 5555.020508
	Iteration 36Q: 3 clusters Score -6558620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -6558619.000000 Penalty: 5555.020508
	Iteration 37Q: 3 clusters Score -6558619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -6558620.500000 Penalty: 5555.020508
	Iteration 38Q: 3 clusters Score -6558620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -6558620.500000 Penalty: 5555.020508
	Iteration 39F: 3 clusters Score -6558620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1086110.500000 Penalty: 2348.370850
	Iteration 0F: 2 clusters Score -1086110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1076551.375000 Penalty: 4696.741699
	Iteration 0F: 3 clusters Score -1076551 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1079972.375000 Penalty: 4696.741699
	Iteration 1F: 3 clusters Score -1079972 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1081086.500000 Penalty: 4696.741699
	Iteration 2F: 3 clusters Score -1081086 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1082327.750000 Penalty: 4696.741699
	Iteration 3F: 3 clusters Score -1082328 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1083464.375000 Penalty: 4696.741699
	Iteration 4F: 3 clusters Score -1083464 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1084319.625000 Penalty: 4696.741699
	Iteration 5F: 3 clusters Score -1084320 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1084839.750000 Penalty: 4696.741699
	Iteration 6F: 3 clusters Score -1084840 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1085157.500000 Penalty: 4696.741699
	Iteration 7Q: 3 clusters Score -1085158 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1085360.000000 Penalty: 4696.741699
	Iteration 8Q: 3 clusters Score -1085360 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1085563.500000 Penalty: 4696.741699
	Iteration 9Q: 3 clusters Score -1085564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1085724.250000 Penalty: 4696.741699
	Iteration 10Q: 3 clusters Score -1085724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1085848.875000 Penalty: 4696.741699
	Iteration 11Q: 3 clusters Score -1085849 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1085923.750000 Penalty: 4696.741699
	Iteration 12Q: 3 clusters Score -1085924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1085978.875000 Penalty: 4696.741699
	Iteration 13Q: 3 clusters Score -1085979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1086010.375000 Penalty: 4696.741699
	Iteration 14Q: 3 clusters Score -1086010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1086032.000000 Penalty: 4696.741699
	Iteration 15Q: 3 clusters Score -1086032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1086042.250000 Penalty: 4696.741699
	Iteration 16Q: 3 clusters Score -1086042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1086052.375000 Penalty: 4696.741699
	Iteration 17Q: 3 clusters Score -1086052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1086060.250000 Penalty: 4696.741699
	Iteration 18Q: 3 clusters Score -1086060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1086065.250000 Penalty: 4696.741699
	Iteration 19Q: 3 clusters Score -1086065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1086067.375000 Penalty: 4696.741699
	Iteration 20F: 3 clusters Score -1086067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1086073.125000 Penalty: 4696.741699
	Iteration 21Q: 3 clusters Score -1086073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1086074.250000 Penalty: 4696.741699
	Iteration 22Q: 3 clusters Score -1086074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1086077.625000 Penalty: 4696.741699
	Iteration 23Q: 3 clusters Score -1086078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1086080.000000 Penalty: 4696.741699
	Iteration 24Q: 3 clusters Score -1086080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1086079.375000 Penalty: 4696.741699
	Iteration 25Q: 3 clusters Score -1086079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1086085.625000 Penalty: 4696.741699
	Iteration 26Q: 3 clusters Score -1086086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1086084.250000 Penalty: 4696.741699
	Iteration 27Q: 3 clusters Score -1086084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1086086.125000 Penalty: 4696.741699
	Iteration 28Q: 3 clusters Score -1086086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1086084.875000 Penalty: 4696.741699
	Iteration 29Q: 3 clusters Score -1086085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1086084.875000 Penalty: 4696.741699
	Iteration 30F: 3 clusters Score -1086085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 391564 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 132342 members 
Mstep: Class 5 contains 176269 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 34499 members 
Mstep: Class 13 contains 13817 members 
Mstep: Class 15 contains 151883 members 
Mstep: Class 16 contains 18014 members 
Mstep: Class 17 contains 23804 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 26846 members 
Mstep: Class 20 contains 73104 members 
Mstep: Class 21 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146373936.000000 Penalty: 88965.937500
Iteration 39Q: 26 clusters Score -1.463739e+08 nChanged 72323
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 404239 members 
Mstep: Class 3 contains 24055 members 
Mstep: Class 4 contains 134406 members 
Mstep: Class 5 contains 178819 members 
Mstep: Class 6 contains 405173 members 
Mstep: Class 7 contains 28691 members 
Mstep: Class 8 contains 36784 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 22039 members 
Mstep: Class 13 contains 15043 members 
Mstep: Class 14 contains 3952 members 
Mstep: Class 15 contains 151493 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 24174 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 27144 members 
Mstep: Class 20 contains 71894 members 
Mstep: Class 21 contains 12905 members 
Mstep: Class 22 contains 20310 members 
Mstep: Class 23 contains 54458 members 
Mstep: Class 24 contains 32565 members 
Mstep: Class 25 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146403072.000000 Penalty: 88965.937500
Iteration 40F: 26 clusters Score -1.464031e+08 nChanged 39747
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 411241 members 
Mstep: Class 3 contains 24139 members 
Mstep: Class 4 contains 136205 members 
Mstep: Class 5 contains 180333 members 
Mstep: Class 6 contains 403052 members 
Mstep: Class 7 contains 28250 members 
Mstep: Class 8 contains 36570 members 
Mstep: Class 9 contains 9700 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 13128 members 
Mstep: Class 13 contains 15627 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 151233 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 27358 members 
Mstep: Class 20 contains 70583 members 
Mstep: Class 21 contains 12502 members 
Mstep: Class 22 contains 21120 members 
Mstep: Class 23 contains 55484 members 
Mstep: Class 24 contains 32763 members 
Mstep: Class 25 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146417056.000000 Penalty: 88965.937500
Iteration 41Q: 26 clusters Score -1.464171e+08 nChanged 25718
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 414944 members 
Mstep: Class 3 contains 24267 members 
Mstep: Class 4 contains 137762 members 
Mstep: Class 5 contains 181830 members 
Mstep: Class 6 contains 401386 members 
Mstep: Class 7 contains 27953 members 
Mstep: Class 8 contains 36488 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 16040 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 151143 members 
Mstep: Class 16 contains 18317 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 27516 members 
Mstep: Class 20 contains 69436 members 
Mstep: Class 21 contains 12155 members 
Mstep: Class 22 contains 21617 members 
Mstep: Class 23 contains 56210 members 
Mstep: Class 24 contains 32962 members 
Mstep: Class 25 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146423680.000000 Penalty: 88965.937500
Iteration 42Q: 26 clusters Score -1.464237e+08 nChanged 17953
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 416575 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 139096 members 
Mstep: Class 5 contains 182933 members 
Mstep: Class 6 contains 399987 members 
Mstep: Class 7 contains 27815 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 9742 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 4357 members 
Mstep: Class 13 contains 16322 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 151022 members 
Mstep: Class 16 contains 18334 members 
Mstep: Class 17 contains 25107 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 27624 members 
Mstep: Class 20 contains 68542 members 
Mstep: Class 21 contains 11859 members 
Mstep: Class 22 contains 21992 members 
Mstep: Class 23 contains 56806 members 
Mstep: Class 24 contains 33193 members 
Mstep: Class 25 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2653.172119 but Gain 3558.632812
Score: -146429488.000000 Penalty: 85407.304688
Iteration 43Q: 25 clusters Score -1.464295e+08 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 419253 members 
Mstep: Class 3 contains 24395 members 
Mstep: Class 4 contains 140215 members 
Mstep: Class 5 contains 183835 members 
Mstep: Class 6 contains 398906 members 
Mstep: Class 7 contains 27776 members 
Mstep: Class 8 contains 36258 members 
Mstep: Class 9 contains 9748 members 
Mstep: Class 10 contains 14773 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 13 contains 16506 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 151035 members 
Mstep: Class 16 contains 18338 members 
Mstep: Class 17 contains 25332 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 27702 members 
Mstep: Class 20 contains 67818 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 22310 members 
Mstep: Class 23 contains 57215 members 
Mstep: Class 24 contains 33504 members 
Mstep: Class 25 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435328.000000 Penalty: 85407.304688
Iteration 44Q: 25 clusters Score -1.464353e+08 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 417823 members 
Mstep: Class 3 contains 24420 members 
Mstep: Class 4 contains 140967 members 
Mstep: Class 5 contains 184616 members 
Mstep: Class 6 contains 398249 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 36202 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 13 contains 16624 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 150876 members 
Mstep: Class 16 contains 18319 members 
Mstep: Class 17 contains 25536 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 27767 members 
Mstep: Class 20 contains 67240 members 
Mstep: Class 21 contains 11324 members 
Mstep: Class 22 contains 22567 members 
Mstep: Class 23 contains 57456 members 
Mstep: Class 24 contains 33818 members 
Mstep: Class 25 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437392.000000 Penalty: 85407.304688
Iteration 45Q: 25 clusters Score -1.464374e+08 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 416519 members 
Mstep: Class 3 contains 24425 members 
Mstep: Class 4 contains 141557 members 
Mstep: Class 5 contains 185237 members 
Mstep: Class 6 contains 397712 members 
Mstep: Class 7 contains 27910 members 
Mstep: Class 8 contains 36080 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 14796 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 150799 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 17 contains 25696 members 
Mstep: Class 18 contains 3637 members 
Mstep: Class 19 contains 27819 members 
Mstep: Class 20 contains 66767 members 
Mstep: Class 21 contains 11100 members 
Mstep: Class 22 contains 22772 members 
Mstep: Class 23 contains 57629 members 
Mstep: Class 24 contains 34118 members 
Mstep: Class 25 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146438400.000000 Penalty: 85407.304688
Iteration 46Q: 25 clusters Score -1.464384e+08 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 415421 members 
Mstep: Class 3 contains 24435 members 
Mstep: Class 4 contains 142091 members 
Mstep: Class 5 contains 185648 members 
Mstep: Class 6 contains 397251 members 
Mstep: Class 7 contains 28030 members 
Mstep: Class 8 contains 35979 members 
Mstep: Class 9 contains 9742 members 
Mstep: Class 10 contains 14783 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 13 contains 16732 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 150798 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 25830 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 27887 members 
Mstep: Class 20 contains 66374 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 22914 members 
Mstep: Class 23 contains 57739 members 
Mstep: Class 24 contains 34399 members 
Mstep: Class 25 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439392.000000 Penalty: 85407.304688
Iteration 47Q: 25 clusters Score -1.464394e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 414405 members 
Mstep: Class 3 contains 24433 members 
Mstep: Class 4 contains 142572 members 
Mstep: Class 5 contains 185953 members 
Mstep: Class 6 contains 396878 members 
Mstep: Class 7 contains 28154 members 
Mstep: Class 8 contains 35884 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 10 contains 14781 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 13 contains 16772 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 150867 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 25949 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 27936 members 
Mstep: Class 20 contains 66074 members 
Mstep: Class 21 contains 10710 members 
Mstep: Class 22 contains 23052 members 
Mstep: Class 23 contains 57818 members 
Mstep: Class 24 contains 34655 members 
Mstep: Class 25 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440272.000000 Penalty: 85407.304688
Iteration 48Q: 25 clusters Score -1.464403e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 413571 members 
Mstep: Class 3 contains 24423 members 
Mstep: Class 4 contains 142983 members 
Mstep: Class 5 contains 186144 members 
Mstep: Class 6 contains 396582 members 
Mstep: Class 7 contains 28285 members 
Mstep: Class 8 contains 35756 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 14775 members 
Mstep: Class 11 contains 338 members 
Mstep: Class 13 contains 16798 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 150923 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 26041 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 27978 members 
Mstep: Class 20 contains 65827 members 
Mstep: Class 21 contains 10526 members 
Mstep: Class 22 contains 23186 members 
Mstep: Class 23 contains 57848 members 
Mstep: Class 24 contains 34920 members 
Mstep: Class 25 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441072.000000 Penalty: 85407.304688
Iteration 49Q: 25 clusters Score -1.464411e+08 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 412772 members 
Mstep: Class 3 contains 24417 members 
Mstep: Class 4 contains 143379 members 
Mstep: Class 5 contains 186302 members 
Mstep: Class 6 contains 396356 members 
Mstep: Class 7 contains 28413 members 
Mstep: Class 8 contains 35645 members 
Mstep: Class 9 contains 9593 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 13 contains 16832 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 151018 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 26114 members 
Mstep: Class 18 contains 4020 members 
Mstep: Class 19 contains 28012 members 
Mstep: Class 20 contains 65569 members 
Mstep: Class 21 contains 10358 members 
Mstep: Class 22 contains 23305 members 
Mstep: Class 23 contains 57870 members 
Mstep: Class 24 contains 35174 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441760.000000 Penalty: 85407.304688
Iteration 50Q: 25 clusters Score -1.464418e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 412107 members 
Mstep: Class 3 contains 24393 members 
Mstep: Class 4 contains 143725 members 
Mstep: Class 5 contains 186448 members 
Mstep: Class 6 contains 396083 members 
Mstep: Class 7 contains 28530 members 
Mstep: Class 8 contains 35542 members 
Mstep: Class 9 contains 9520 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 13 contains 16851 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 151151 members 
Mstep: Class 16 contains 18317 members 
Mstep: Class 17 contains 26170 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 28043 members 
Mstep: Class 20 contains 65334 members 
Mstep: Class 21 contains 10207 members 
Mstep: Class 22 contains 23407 members 
Mstep: Class 23 contains 57891 members 
Mstep: Class 24 contains 35420 members 
Mstep: Class 25 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441952.000000 Penalty: 85407.304688
Iteration 51Q: 25 clusters Score -1.46442e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 411515 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 144020 members 
Mstep: Class 5 contains 186546 members 
Mstep: Class 6 contains 395927 members 
Mstep: Class 7 contains 28635 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 13 contains 16881 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 151256 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 4095 members 
Mstep: Class 19 contains 28069 members 
Mstep: Class 20 contains 65130 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 23492 members 
Mstep: Class 23 contains 57904 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442288.000000 Penalty: 85407.304688
Iteration 52Q: 25 clusters Score -1.464423e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 411000 members 
Mstep: Class 3 contains 24361 members 
Mstep: Class 4 contains 144240 members 
Mstep: Class 5 contains 186616 members 
Mstep: Class 6 contains 395872 members 
Mstep: Class 7 contains 28713 members 
Mstep: Class 8 contains 35374 members 
Mstep: Class 9 contains 9398 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 13 contains 16913 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 151345 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 17 contains 26266 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 28086 members 
Mstep: Class 20 contains 64967 members 
Mstep: Class 21 contains 9925 members 
Mstep: Class 22 contains 23549 members 
Mstep: Class 23 contains 57910 members 
Mstep: Class 24 contains 35801 members 
Mstep: Class 25 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442592.000000 Penalty: 85407.304688
Iteration 53Q: 25 clusters Score -1.464426e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 410547 members 
Mstep: Class 3 contains 24353 members 
Mstep: Class 4 contains 144435 members 
Mstep: Class 5 contains 186680 members 
Mstep: Class 6 contains 395811 members 
Mstep: Class 7 contains 28788 members 
Mstep: Class 8 contains 35314 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 13 contains 16939 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 151437 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 26292 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 28103 members 
Mstep: Class 20 contains 64806 members 
Mstep: Class 21 contains 9803 members 
Mstep: Class 22 contains 23591 members 
Mstep: Class 23 contains 57922 members 
Mstep: Class 24 contains 35987 members 
Mstep: Class 25 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442688.000000 Penalty: 85407.304688
Iteration 54Q: 25 clusters Score -1.464427e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 410120 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 144602 members 
Mstep: Class 5 contains 186741 members 
Mstep: Class 6 contains 395789 members 
Mstep: Class 7 contains 28855 members 
Mstep: Class 8 contains 35262 members 
Mstep: Class 9 contains 9287 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 13 contains 16967 members 
Mstep: Class 14 contains 3634 members 
Mstep: Class 15 contains 151523 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 26315 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 28131 members 
Mstep: Class 20 contains 64676 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 23622 members 
Mstep: Class 23 contains 57910 members 
Mstep: Class 24 contains 36147 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443184.000000 Penalty: 85407.304688
Iteration 55Q: 25 clusters Score -1.464432e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 409761 members 
Mstep: Class 3 contains 24340 members 
Mstep: Class 4 contains 144732 members 
Mstep: Class 5 contains 186806 members 
Mstep: Class 6 contains 395746 members 
Mstep: Class 7 contains 28914 members 
Mstep: Class 8 contains 35221 members 
Mstep: Class 9 contains 9253 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 13 contains 16978 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 151612 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 26327 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 64554 members 
Mstep: Class 21 contains 9596 members 
Mstep: Class 22 contains 23661 members 
Mstep: Class 23 contains 57912 members 
Mstep: Class 24 contains 36306 members 
Mstep: Class 25 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443920.000000 Penalty: 85407.304688
Iteration 56Q: 25 clusters Score -1.464439e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 409447 members 
Mstep: Class 3 contains 24339 members 
Mstep: Class 4 contains 144851 members 
Mstep: Class 5 contains 186859 members 
Mstep: Class 6 contains 395744 members 
Mstep: Class 7 contains 28958 members 
Mstep: Class 8 contains 35185 members 
Mstep: Class 9 contains 9228 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 13 contains 17001 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 151701 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 26336 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 28134 members 
Mstep: Class 20 contains 64443 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 23696 members 
Mstep: Class 23 contains 57916 members 
Mstep: Class 24 contains 36451 members 
Mstep: Class 25 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444016.000000 Penalty: 85407.304688
Iteration 57Q: 25 clusters Score -1.46444e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 409178 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 144972 members 
Mstep: Class 5 contains 186901 members 
Mstep: Class 6 contains 395714 members 
Mstep: Class 7 contains 29000 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 9207 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 13 contains 17004 members 
Mstep: Class 14 contains 3693 members 
Mstep: Class 15 contains 151766 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 26351 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 28126 members 
Mstep: Class 20 contains 64351 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 23726 members 
Mstep: Class 23 contains 57909 members 
Mstep: Class 24 contains 36599 members 
Mstep: Class 25 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444096.000000 Penalty: 85407.304688
Iteration 58Q: 25 clusters Score -1.464441e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 408930 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 145088 members 
Mstep: Class 5 contains 186924 members 
Mstep: Class 6 contains 395667 members 
Mstep: Class 7 contains 29054 members 
Mstep: Class 8 contains 35086 members 
Mstep: Class 9 contains 9179 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 13 contains 17027 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 151831 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 26360 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 28122 members 
Mstep: Class 20 contains 64290 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 23757 members 
Mstep: Class 23 contains 57899 members 
Mstep: Class 24 contains 36730 members 
Mstep: Class 25 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443952.000000 Penalty: 85407.304688
Iteration 59Q: 25 clusters Score -1.46444e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 408732 members 
Mstep: Class 3 contains 24327 members 
Mstep: Class 4 contains 145156 members 
Mstep: Class 5 contains 186940 members 
Mstep: Class 6 contains 395605 members 
Mstep: Class 7 contains 29105 members 
Mstep: Class 8 contains 35035 members 
Mstep: Class 9 contains 9163 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 13 contains 17028 members 
Mstep: Class 14 contains 3727 members 
Mstep: Class 15 contains 151887 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 26372 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 28123 members 
Mstep: Class 20 contains 64247 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 23787 members 
Mstep: Class 23 contains 57881 members 
Mstep: Class 24 contains 36842 members 
Mstep: Class 25 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445824.000000 Penalty: 85407.304688
Iteration 60F: 25 clusters Score -1.464458e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 408536 members 
Mstep: Class 3 contains 24323 members 
Mstep: Class 4 contains 145216 members 
Mstep: Class 5 contains 186934 members 
Mstep: Class 6 contains 395539 members 
Mstep: Class 7 contains 29151 members 
Mstep: Class 8 contains 34998 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 13 contains 17025 members 
Mstep: Class 14 contains 3752 members 
Mstep: Class 15 contains 151945 members 
Mstep: Class 16 contains 18241 members 
Mstep: Class 17 contains 26381 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 28119 members 
Mstep: Class 20 contains 64200 members 
Mstep: Class 21 contains 9130 members 
Mstep: Class 22 contains 23818 members 
Mstep: Class 23 contains 57868 members 
Mstep: Class 24 contains 36940 members 
Mstep: Class 25 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446576.000000 Penalty: 85407.304688
Iteration 61Q: 25 clusters Score -1.464466e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 408386 members 
Mstep: Class 3 contains 24330 members 
Mstep: Class 4 contains 145278 members 
Mstep: Class 5 contains 186941 members 
Mstep: Class 6 contains 395471 members 
Mstep: Class 7 contains 29189 members 
Mstep: Class 8 contains 34980 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 13 contains 17021 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 15 contains 151995 members 
Mstep: Class 16 contains 18205 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 28107 members 
Mstep: Class 20 contains 64156 members 
Mstep: Class 21 contains 9066 members 
Mstep: Class 22 contains 23854 members 
Mstep: Class 23 contains 57856 members 
Mstep: Class 24 contains 37026 members 
Mstep: Class 25 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446512.000000 Penalty: 85407.304688
Iteration 62Q: 25 clusters Score -1.464465e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 408230 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 145326 members 
Mstep: Class 5 contains 186945 members 
Mstep: Class 6 contains 395435 members 
Mstep: Class 7 contains 29220 members 
Mstep: Class 8 contains 34956 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 13 contains 17005 members 
Mstep: Class 14 contains 3777 members 
Mstep: Class 15 contains 152036 members 
Mstep: Class 16 contains 18173 members 
Mstep: Class 17 contains 26393 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 28093 members 
Mstep: Class 20 contains 64119 members 
Mstep: Class 21 contains 9005 members 
Mstep: Class 22 contains 23895 members 
Mstep: Class 23 contains 57838 members 
Mstep: Class 24 contains 37112 members 
Mstep: Class 25 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446656.000000 Penalty: 85407.304688
Iteration 63Q: 25 clusters Score -1.464467e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 408104 members 
Mstep: Class 3 contains 24335 members 
Mstep: Class 4 contains 145352 members 
Mstep: Class 5 contains 186953 members 
Mstep: Class 6 contains 395430 members 
Mstep: Class 7 contains 29244 members 
Mstep: Class 8 contains 34922 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 17010 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 152077 members 
Mstep: Class 16 contains 18152 members 
Mstep: Class 17 contains 26400 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 28072 members 
Mstep: Class 20 contains 64097 members 
Mstep: Class 21 contains 8937 members 
Mstep: Class 22 contains 23936 members 
Mstep: Class 23 contains 57821 members 
Mstep: Class 24 contains 37173 members 
Mstep: Class 25 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446592.000000 Penalty: 85407.304688
Iteration 64Q: 25 clusters Score -1.464466e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 407991 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 145376 members 
Mstep: Class 5 contains 186960 members 
Mstep: Class 6 contains 395443 members 
Mstep: Class 7 contains 29271 members 
Mstep: Class 8 contains 34892 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 17006 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 152100 members 
Mstep: Class 16 contains 18141 members 
Mstep: Class 17 contains 26405 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 28054 members 
Mstep: Class 20 contains 64069 members 
Mstep: Class 21 contains 8881 members 
Mstep: Class 22 contains 23968 members 
Mstep: Class 23 contains 57809 members 
Mstep: Class 24 contains 37244 members 
Mstep: Class 25 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446704.000000 Penalty: 85407.304688
Iteration 65Q: 25 clusters Score -1.464467e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 407896 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145399 members 
Mstep: Class 5 contains 186973 members 
Mstep: Class 6 contains 395421 members 
Mstep: Class 7 contains 29306 members 
Mstep: Class 8 contains 34873 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 17002 members 
Mstep: Class 14 contains 3785 members 
Mstep: Class 15 contains 152123 members 
Mstep: Class 16 contains 18143 members 
Mstep: Class 17 contains 26407 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 28041 members 
Mstep: Class 20 contains 64040 members 
Mstep: Class 21 contains 8826 members 
Mstep: Class 22 contains 23995 members 
Mstep: Class 23 contains 57811 members 
Mstep: Class 24 contains 37300 members 
Mstep: Class 25 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446832.000000 Penalty: 85407.304688
Iteration 66Q: 25 clusters Score -1.464468e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 407796 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145424 members 
Mstep: Class 5 contains 186977 members 
Mstep: Class 6 contains 395413 members 
Mstep: Class 7 contains 29343 members 
Mstep: Class 8 contains 34854 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 17003 members 
Mstep: Class 14 contains 3791 members 
Mstep: Class 15 contains 152145 members 
Mstep: Class 16 contains 18145 members 
Mstep: Class 17 contains 26408 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 28032 members 
Mstep: Class 20 contains 64022 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 24017 members 
Mstep: Class 23 contains 57803 members 
Mstep: Class 24 contains 37351 members 
Mstep: Class 25 contains 1235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446960.000000 Penalty: 85407.304688
Iteration 67Q: 25 clusters Score -1.46447e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 407716 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145443 members 
Mstep: Class 5 contains 186975 members 
Mstep: Class 6 contains 395391 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 34853 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16993 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 152165 members 
Mstep: Class 16 contains 18145 members 
Mstep: Class 17 contains 26408 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 28033 members 
Mstep: Class 20 contains 64001 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 24039 members 
Mstep: Class 23 contains 57794 members 
Mstep: Class 24 contains 37403 members 
Mstep: Class 25 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447040.000000 Penalty: 85407.304688
Iteration 68Q: 25 clusters Score -1.46447e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 407646 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 145465 members 
Mstep: Class 5 contains 186979 members 
Mstep: Class 6 contains 395357 members 
Mstep: Class 7 contains 29417 members 
Mstep: Class 8 contains 34836 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16992 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 152184 members 
Mstep: Class 16 contains 18141 members 
Mstep: Class 17 contains 26410 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 28035 members 
Mstep: Class 20 contains 63985 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 24068 members 
Mstep: Class 23 contains 57790 members 
Mstep: Class 24 contains 37457 members 
Mstep: Class 25 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447152.000000 Penalty: 85407.304688
Iteration 69Q: 25 clusters Score -1.464472e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 407597 members 
Mstep: Class 3 contains 24330 members 
Mstep: Class 4 contains 145492 members 
Mstep: Class 5 contains 186970 members 
Mstep: Class 6 contains 395316 members 
Mstep: Class 7 contains 29450 members 
Mstep: Class 8 contains 34831 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16985 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 152208 members 
Mstep: Class 16 contains 18137 members 
Mstep: Class 17 contains 26412 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 28044 members 
Mstep: Class 20 contains 63962 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 24094 members 
Mstep: Class 23 contains 57787 members 
Mstep: Class 24 contains 37494 members 
Mstep: Class 25 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446800.000000 Penalty: 85407.304688
Iteration 70Q: 25 clusters Score -1.464468e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 407542 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145524 members 
Mstep: Class 5 contains 186964 members 
Mstep: Class 6 contains 395253 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 34824 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16977 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 152240 members 
Mstep: Class 16 contains 18136 members 
Mstep: Class 17 contains 26415 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 28041 members 
Mstep: Class 20 contains 63954 members 
Mstep: Class 21 contains 8645 members 
Mstep: Class 22 contains 24124 members 
Mstep: Class 23 contains 57777 members 
Mstep: Class 24 contains 37521 members 
Mstep: Class 25 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146446880.000000 Penalty: 85407.304688
Iteration 71Q: 25 clusters Score -1.464469e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 407497 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145555 members 
Mstep: Class 5 contains 186957 members 
Mstep: Class 6 contains 395205 members 
Mstep: Class 7 contains 29508 members 
Mstep: Class 8 contains 34816 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 152260 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26416 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 28043 members 
Mstep: Class 20 contains 63935 members 
Mstep: Class 21 contains 8617 members 
Mstep: Class 22 contains 24154 members 
Mstep: Class 23 contains 57773 members 
Mstep: Class 24 contains 37565 members 
Mstep: Class 25 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447008.000000 Penalty: 85407.304688
Iteration 72Q: 25 clusters Score -1.46447e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 407450 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 145581 members 
Mstep: Class 5 contains 186964 members 
Mstep: Class 6 contains 395160 members 
Mstep: Class 7 contains 29534 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 152279 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26416 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 28042 members 
Mstep: Class 20 contains 63921 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 24176 members 
Mstep: Class 23 contains 57770 members 
Mstep: Class 24 contains 37601 members 
Mstep: Class 25 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447136.000000 Penalty: 85407.304688
Iteration 73Q: 25 clusters Score -1.464471e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 407417 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145608 members 
Mstep: Class 5 contains 186974 members 
Mstep: Class 6 contains 395120 members 
Mstep: Class 7 contains 29566 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16972 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 152291 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26418 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28037 members 
Mstep: Class 20 contains 63902 members 
Mstep: Class 21 contains 8562 members 
Mstep: Class 22 contains 24200 members 
Mstep: Class 23 contains 57756 members 
Mstep: Class 24 contains 37641 members 
Mstep: Class 25 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447312.000000 Penalty: 85407.304688
Iteration 74Q: 25 clusters Score -1.464473e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 407379 members 
Mstep: Class 3 contains 24330 members 
Mstep: Class 4 contains 145647 members 
Mstep: Class 5 contains 186971 members 
Mstep: Class 6 contains 395085 members 
Mstep: Class 7 contains 29596 members 
Mstep: Class 8 contains 34796 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16961 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 152302 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26421 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28033 members 
Mstep: Class 20 contains 63890 members 
Mstep: Class 21 contains 8516 members 
Mstep: Class 22 contains 24224 members 
Mstep: Class 23 contains 57744 members 
Mstep: Class 24 contains 37688 members 
Mstep: Class 25 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447104.000000 Penalty: 85407.304688
Iteration 75Q: 25 clusters Score -1.464471e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 407346 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 145669 members 
Mstep: Class 5 contains 186970 members 
Mstep: Class 6 contains 395063 members 
Mstep: Class 7 contains 29617 members 
Mstep: Class 8 contains 34782 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16954 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 152315 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26422 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28032 members 
Mstep: Class 20 contains 63875 members 
Mstep: Class 21 contains 8472 members 
Mstep: Class 22 contains 24248 members 
Mstep: Class 23 contains 57739 members 
Mstep: Class 24 contains 37741 members 
Mstep: Class 25 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447184.000000 Penalty: 85407.304688
Iteration 76Q: 25 clusters Score -1.464472e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 407319 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145679 members 
Mstep: Class 5 contains 186968 members 
Mstep: Class 6 contains 395057 members 
Mstep: Class 7 contains 29631 members 
Mstep: Class 8 contains 34759 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16949 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 152330 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26422 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28033 members 
Mstep: Class 20 contains 63860 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 24279 members 
Mstep: Class 23 contains 57734 members 
Mstep: Class 24 contains 37784 members 
Mstep: Class 25 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447168.000000 Penalty: 85407.304688
Iteration 77Q: 25 clusters Score -1.464472e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 407299 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145691 members 
Mstep: Class 5 contains 186971 members 
Mstep: Class 6 contains 395048 members 
Mstep: Class 7 contains 29642 members 
Mstep: Class 8 contains 34728 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 16938 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 152338 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26422 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28029 members 
Mstep: Class 20 contains 63841 members 
Mstep: Class 21 contains 8406 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 57734 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146447072.000000 Penalty: 85407.304688
Iteration 78Q: 25 clusters Score -1.464471e+08 nChanged 248
Entering ConstructFrom: 
Score: -146447072.000000 Penalty: 85407.304688
Entering ConstructFrom: 
Trying to split cluster 1 (14219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Entering Unmasked Estep 
Score: -1281812.875000 Penalty: 2371.458740
	Iteration 0F: 2 clusters Score -1281813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1271466.500000 Penalty: 4742.917480
	Iteration 0F: 3 clusters Score -1271466 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1274582.250000 Penalty: 4742.917480
	Iteration 1F: 3 clusters Score -1274582 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1274926.125000 Penalty: 4742.917480
	Iteration 2F: 3 clusters Score -1274926 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1275189.125000 Penalty: 4742.917480
	Iteration 3Q: 3 clusters Score -1275189 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1275383.500000 Penalty: 4742.917480
	Iteration 4Q: 3 clusters Score -1275384 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1275533.000000 Penalty: 4742.917480
	Iteration 5Q: 3 clusters Score -1275533 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1275652.250000 Penalty: 4742.917480
	Iteration 6Q: 3 clusters Score -1275652 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1275744.500000 Penalty: 4742.917480
	Iteration 7Q: 3 clusters Score -1275744 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1275832.125000 Penalty: 4742.917480
	Iteration 8Q: 3 clusters Score -1275832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1275898.875000 Penalty: 4742.917480
	Iteration 9Q: 3 clusters Score -1275899 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1275954.875000 Penalty: 4742.917480
	Iteration 10Q: 3 clusters Score -1275955 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1276021.375000 Penalty: 4742.917480
	Iteration 11Q: 3 clusters Score -1276021 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1276123.625000 Penalty: 4742.917480
	Iteration 12Q: 3 clusters Score -1276124 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1276269.500000 Penalty: 4742.917480
	Iteration 13Q: 3 clusters Score -1276270 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1276430.375000 Penalty: 4742.917480
	Iteration 14Q: 3 clusters Score -1276430 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1276626.125000 Penalty: 4742.917480
	Iteration 15Q: 3 clusters Score -1276626 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1276853.000000 Penalty: 4742.917480
	Iteration 16Q: 3 clusters Score -1276853 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1277113.875000 Penalty: 4742.917480
	Iteration 17Q: 3 clusters Score -1277114 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1277443.875000 Penalty: 4742.917480
	Iteration 18Q: 3 clusters Score -1277444 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1277804.625000 Penalty: 4742.917480
	Iteration 19Q: 3 clusters Score -1277805 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1278202.500000 Penalty: 4742.917480
	Iteration 20F: 3 clusters Score -1278202 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1278569.750000 Penalty: 4742.917480
	Iteration 21Q: 3 clusters Score -1278570 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1278876.000000 Penalty: 4742.917480
	Iteration 22Q: 3 clusters Score -1278876 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1279136.875000 Penalty: 4742.917480
	Iteration 23Q: 3 clusters Score -1279137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1279325.375000 Penalty: 4742.917480
	Iteration 24Q: 3 clusters Score -1279325 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1279470.125000 Penalty: 4742.917480
	Iteration 25Q: 3 clusters Score -1279470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1279562.625000 Penalty: 4742.917480
	Iteration 26Q: 3 clusters Score -1279563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1279632.250000 Penalty: 4742.917480
	Iteration 27Q: 3 clusters Score -1279632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1279681.125000 Penalty: 4742.917480
	Iteration 28Q: 3 clusters Score -1279681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1279735.375000 Penalty: 4742.917480
	Iteration 29Q: 3 clusters Score -1279735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1279764.375000 Penalty: 4742.917480
	Iteration 30Q: 3 clusters Score -1279764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1279785.625000 Penalty: 4742.917480
	Iteration 31Q: 3 clusters Score -1279786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1279801.250000 Penalty: 4742.917480
	Iteration 32Q: 3 clusters Score -1279801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1279808.750000 Penalty: 4742.917480
	Iteration 33Q: 3 clusters Score -1279809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1279823.750000 Penalty: 4742.917480
	Iteration 34Q: 3 clusters Score -1279824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1279832.375000 Penalty: 4742.917480
	Iteration 35Q: 3 clusters Score -1279832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1279835.875000 Penalty: 4742.917480
	Iteration 36Q: 3 clusters Score -1279836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1279837.625000 Penalty: 4742.917480
	Iteration 37Q: 3 clusters Score -1279838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1279843.250000 Penalty: 4742.917480
	Iteration 38Q: 3 clusters Score -1279843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1279849.500000 Penalty: 4742.917480
	Iteration 39Q: 3 clusters Score -1279850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1279848.625000 Penalty: 4742.917480
	Iteration 40F: 3 clusters Score -1279849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1279851.125000 Penalty: 4742.917480
	Iteration 41Q: 3 clusters Score -1279851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1279851.625000 Penalty: 4742.917480
	Iteration 42Q: 3 clusters Score -1279852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1279851.625000 Penalty: 4742.917480
	Iteration 43Q: 3 clusters Score -1279852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1279854.000000 Penalty: 4742.917480
	Iteration 44Q: 3 clusters Score -1279854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1279854.125000 Penalty: 4742.917480
	Iteration 45Q: 3 clusters Score -1279854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1279853.750000 Penalty: 4742.917480
	Iteration 46Q: 3 clusters Score -1279854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1279855.125000 Penalty: 4742.917480
	Iteration 47Q: 3 clusters Score -1279855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1279856.500000 Penalty: 4742.917480
	Iteration 48Q: 3 clusters Score -1279856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1279858.375000 Penalty: 4742.917480
	Iteration 49Q: 3 clusters Score -1279858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1279857.250000 Penalty: 4742.917480
	Iteration 50Q: 3 clusters Score -1279857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1279857.250000 Penalty: 4742.917480
	Iteration 51F: 3 clusters Score -1279857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (407278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407278 members 
Entering Unmasked Estep 
Score: -35862480.000000 Penalty: 3203.478516
	Iteration 0F: 2 clusters Score -3.586248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203951 members 
Mstep: Class 2 contains 203327 members 
Entering Unmasked Estep 
Score: -35593880.000000 Penalty: 6406.957031
	Iteration 0F: 3 clusters Score -3.559388e+07 nChanged 198430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210335 members 
Mstep: Class 2 contains 196943 members 
Entering Unmasked Estep 
Score: -35714476.000000 Penalty: 6406.957031
	Iteration 1F: 3 clusters Score -3.571448e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213355 members 
Mstep: Class 2 contains 193923 members 
Entering Unmasked Estep 
Score: -35719696.000000 Penalty: 6406.957031
	Iteration 2Q: 3 clusters Score -3.57197e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216724 members 
Mstep: Class 2 contains 190554 members 
Entering Unmasked Estep 
Score: -35728016.000000 Penalty: 6406.957031
	Iteration 3Q: 3 clusters Score -3.572802e+07 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219555 members 
Mstep: Class 2 contains 187723 members 
Entering Unmasked Estep 
Score: -35738916.000000 Penalty: 6406.957031
	Iteration 4Q: 3 clusters Score -3.573892e+07 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221154 members 
Mstep: Class 2 contains 186124 members 
Entering Unmasked Estep 
Score: -35749768.000000 Penalty: 6406.957031
	Iteration 5Q: 3 clusters Score -3.574977e+07 nChanged 21436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221188 members 
Mstep: Class 2 contains 186090 members 
Entering Unmasked Estep 
Score: -35760100.000000 Penalty: 6406.957031
	Iteration 6F: 3 clusters Score -3.57601e+07 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220310 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -35769076.000000 Penalty: 6406.957031
	Iteration 7F: 3 clusters Score -3.576908e+07 nChanged 19860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219686 members 
Mstep: Class 2 contains 187592 members 
Entering Unmasked Estep 
Score: -35776608.000000 Penalty: 6406.957031
	Iteration 8Q: 3 clusters Score -3.577661e+07 nChanged 17597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219787 members 
Mstep: Class 2 contains 187491 members 
Entering Unmasked Estep 
Score: -35782336.000000 Penalty: 6406.957031
	Iteration 9Q: 3 clusters Score -3.578234e+07 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221225 members 
Mstep: Class 2 contains 186053 members 
Entering Unmasked Estep 
Score: -35786648.000000 Penalty: 6406.957031
	Iteration 10Q: 3 clusters Score -3.578665e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 183395 members 
Entering Unmasked Estep 
Score: -35790292.000000 Penalty: 6406.957031
	Iteration 11Q: 3 clusters Score -3.579029e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227404 members 
Mstep: Class 2 contains 179874 members 
Entering Unmasked Estep 
Score: -35792992.000000 Penalty: 6406.957031
	Iteration 12Q: 3 clusters Score -3.579299e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231831 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -35795788.000000 Penalty: 6406.957031
	Iteration 13Q: 3 clusters Score -3.579579e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237104 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -35797656.000000 Penalty: 6406.957031
	Iteration 14Q: 3 clusters Score -3.579766e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243539 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -35800100.000000 Penalty: 6406.957031
	Iteration 15Q: 3 clusters Score -3.58001e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251147 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -35802328.000000 Penalty: 6406.957031
	Iteration 16Q: 3 clusters Score -3.580233e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259987 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -35804748.000000 Penalty: 6406.957031
	Iteration 17Q: 3 clusters Score -3.580475e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270277 members 
Mstep: Class 2 contains 137001 members 
Entering Unmasked Estep 
Score: -35807480.000000 Penalty: 6406.957031
	Iteration 18Q: 3 clusters Score -3.580748e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281925 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -35811016.000000 Penalty: 6406.957031
	Iteration 19Q: 3 clusters Score -3.581102e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294823 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -35815836.000000 Penalty: 6406.957031
	Iteration 20F: 3 clusters Score -3.581584e+07 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309091 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -35821180.000000 Penalty: 6406.957031
	Iteration 21Q: 3 clusters Score -3.582118e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324205 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -35827668.000000 Penalty: 6406.957031
	Iteration 22Q: 3 clusters Score -3.582767e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339403 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -35834248.000000 Penalty: 6406.957031
	Iteration 23Q: 3 clusters Score -3.583425e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353708 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -35840424.000000 Penalty: 6406.957031
	Iteration 24Q: 3 clusters Score -3.584042e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366383 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -35845904.000000 Penalty: 6406.957031
	Iteration 25Q: 3 clusters Score -3.58459e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376642 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -35850024.000000 Penalty: 6406.957031
	Iteration 26Q: 3 clusters Score -3.585002e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384781 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -35853060.000000 Penalty: 6406.957031
	Iteration 27Q: 3 clusters Score -3.585306e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390919 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -35855256.000000 Penalty: 6406.957031
	Iteration 28Q: 3 clusters Score -3.585526e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395324 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -35856748.000000 Penalty: 6406.957031
	Iteration 29Q: 3 clusters Score -3.585675e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398373 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -35857700.000000 Penalty: 6406.957031
	Iteration 30Q: 3 clusters Score -3.58577e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400482 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -35858464.000000 Penalty: 6406.957031
	Iteration 31Q: 3 clusters Score -3.585846e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401952 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -35858972.000000 Penalty: 6406.957031
	Iteration 32Q: 3 clusters Score -3.585897e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402920 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -35859300.000000 Penalty: 6406.957031
	Iteration 33Q: 3 clusters Score -3.58593e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403625 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -35859524.000000 Penalty: 6406.957031
	Iteration 34Q: 3 clusters Score -3.585952e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404123 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -35859548.000000 Penalty: 6406.957031
	Iteration 35Q: 3 clusters Score -3.585955e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404441 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -35859624.000000 Penalty: 6406.957031
	Iteration 36Q: 3 clusters Score -3.585962e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404682 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -35859676.000000 Penalty: 6406.957031
	Iteration 37Q: 3 clusters Score -3.585968e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404888 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -35859720.000000 Penalty: 6406.957031
	Iteration 38Q: 3 clusters Score -3.585972e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405060 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -35859728.000000 Penalty: 6406.957031
	Iteration 39Q: 3 clusters Score -3.585973e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405214 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -35859816.000000 Penalty: 6406.957031
	Iteration 40F: 3 clusters Score -3.585982e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405318 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -35859856.000000 Penalty: 6406.957031
	Iteration 41Q: 3 clusters Score -3.585986e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405401 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -35859928.000000 Penalty: 6406.957031
	Iteration 42Q: 3 clusters Score -3.585993e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405464 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -35859964.000000 Penalty: 6406.957031
	Iteration 43Q: 3 clusters Score -3.585996e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405516 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -35860032.000000 Penalty: 6406.957031
	Iteration 44Q: 3 clusters Score -3.586003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405555 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -35860012.000000 Penalty: 6406.957031
	Iteration 45Q: 3 clusters Score -3.586001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405592 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -35860092.000000 Penalty: 6406.957031
	Iteration 46Q: 3 clusters Score -3.586009e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -35860108.000000 Penalty: 6406.957031
	Iteration 47Q: 3 clusters Score -3.586011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405663 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -35860124.000000 Penalty: 6406.957031
	Iteration 48Q: 3 clusters Score -3.586012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405687 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -35860144.000000 Penalty: 6406.957031
	Iteration 49Q: 3 clusters Score -3.586014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405710 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -35860148.000000 Penalty: 6406.957031
	Iteration 50Q: 3 clusters Score -3.586015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405736 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -35860128.000000 Penalty: 6406.957031
	Iteration 51Q: 3 clusters Score -3.586013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405768 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -35860120.000000 Penalty: 6406.957031
	Iteration 52Q: 3 clusters Score -3.586012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405779 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -35860104.000000 Penalty: 6406.957031
	Iteration 53Q: 3 clusters Score -3.58601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405797 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -35860124.000000 Penalty: 6406.957031
	Iteration 54Q: 3 clusters Score -3.586012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405809 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -35860128.000000 Penalty: 6406.957031
	Iteration 55Q: 3 clusters Score -3.586013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405825 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -35860128.000000 Penalty: 6406.957031
	Iteration 56Q: 3 clusters Score -3.586013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405837 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -35860108.000000 Penalty: 6406.957031
	Iteration 57Q: 3 clusters Score -3.586011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405850 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -35860128.000000 Penalty: 6406.957031
	Iteration 58Q: 3 clusters Score -3.586013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405865 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -35860116.000000 Penalty: 6406.957031
	Iteration 59Q: 3 clusters Score -3.586012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405880 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -35860124.000000 Penalty: 6406.957031
	Iteration 60F: 3 clusters Score -3.586012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -35860148.000000 Penalty: 6406.957031
	Iteration 61Q: 3 clusters Score -3.586015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405887 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -35860136.000000 Penalty: 6406.957031
	Iteration 62Q: 3 clusters Score -3.586014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405893 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -35860156.000000 Penalty: 6406.957031
	Iteration 63Q: 3 clusters Score -3.586016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405897 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -35860156.000000 Penalty: 6406.957031
	Iteration 64Q: 3 clusters Score -3.586016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405903 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -35860152.000000 Penalty: 6406.957031
	Iteration 65Q: 3 clusters Score -3.586015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405910 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -35860148.000000 Penalty: 6406.957031
	Iteration 66Q: 3 clusters Score -3.586015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405913 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -35860152.000000 Penalty: 6406.957031
	Iteration 67Q: 3 clusters Score -3.586015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405913 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -35860148.000000 Penalty: 6406.957031
	Iteration 68Q: 3 clusters Score -3.586015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405914 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -35860144.000000 Penalty: 6406.957031
	Iteration 69Q: 3 clusters Score -3.586014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405918 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -35860148.000000 Penalty: 6406.957031
	Iteration 70Q: 3 clusters Score -3.586015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405922 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -35860144.000000 Penalty: 6406.957031
	Iteration 71Q: 3 clusters Score -3.586014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405924 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -35860156.000000 Penalty: 6406.957031
	Iteration 72Q: 3 clusters Score -3.586016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405927 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -35860156.000000 Penalty: 6406.957031
	Iteration 73Q: 3 clusters Score -3.586016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405929 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -35860172.000000 Penalty: 6406.957031
	Iteration 74Q: 3 clusters Score -3.586017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405929 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -35860172.000000 Penalty: 6406.957031
	Iteration 75F: 3 clusters Score -3.586017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Entering Unmasked Estep 
Score: -2196525.500000 Penalty: 2504.657227
	Iteration 0F: 2 clusters Score -2196526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2179690.750000 Penalty: 5009.314453
	Iteration 0F: 3 clusters Score -2179691 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2185415.250000 Penalty: 5009.314453
	Iteration 1F: 3 clusters Score -2185415 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2185828.250000 Penalty: 5009.314453
	Iteration 2Q: 3 clusters Score -2185828 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2186216.500000 Penalty: 5009.314453
	Iteration 3Q: 3 clusters Score -2186216 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2186591.000000 Penalty: 5009.314453
	Iteration 4Q: 3 clusters Score -2186591 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2186976.000000 Penalty: 5009.314453
	Iteration 5Q: 3 clusters Score -2186976 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2187370.750000 Penalty: 5009.314453
	Iteration 6Q: 3 clusters Score -2187371 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2187754.500000 Penalty: 5009.314453
	Iteration 7Q: 3 clusters Score -2187754 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2188139.750000 Penalty: 5009.314453
	Iteration 8Q: 3 clusters Score -2188140 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2188569.250000 Penalty: 5009.314453
	Iteration 9Q: 3 clusters Score -2188569 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2189073.750000 Penalty: 5009.314453
	Iteration 10Q: 3 clusters Score -2189074 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2189647.500000 Penalty: 5009.314453
	Iteration 11Q: 3 clusters Score -2189648 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2190208.000000 Penalty: 5009.314453
	Iteration 12Q: 3 clusters Score -2190208 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2190633.500000 Penalty: 5009.314453
	Iteration 13Q: 3 clusters Score -2190634 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2190984.250000 Penalty: 5009.314453
	Iteration 14Q: 3 clusters Score -2190984 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2191219.500000 Penalty: 5009.314453
	Iteration 15Q: 3 clusters Score -2191220 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2191405.750000 Penalty: 5009.314453
	Iteration 16Q: 3 clusters Score -2191406 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2191543.250000 Penalty: 5009.314453
	Iteration 17Q: 3 clusters Score -2191543 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2191678.250000 Penalty: 5009.314453
	Iteration 18Q: 3 clusters Score -2191678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2191813.000000 Penalty: 5009.314453
	Iteration 19Q: 3 clusters Score -2191813 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2191939.000000 Penalty: 5009.314453
	Iteration 20F: 3 clusters Score -2191939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2192067.500000 Penalty: 5009.314453
	Iteration 21Q: 3 clusters Score -2192068 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2192190.250000 Penalty: 5009.314453
	Iteration 22Q: 3 clusters Score -2192190 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2192324.500000 Penalty: 5009.314453
	Iteration 23Q: 3 clusters Score -2192324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2192456.500000 Penalty: 5009.314453
	Iteration 24Q: 3 clusters Score -2192456 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2192595.750000 Penalty: 5009.314453
	Iteration 25Q: 3 clusters Score -2192596 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2192731.250000 Penalty: 5009.314453
	Iteration 26Q: 3 clusters Score -2192731 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2192888.000000 Penalty: 5009.314453
	Iteration 27Q: 3 clusters Score -2192888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2193035.500000 Penalty: 5009.314453
	Iteration 28Q: 3 clusters Score -2193036 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2193139.750000 Penalty: 5009.314453
	Iteration 29Q: 3 clusters Score -2193140 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2193228.000000 Penalty: 5009.314453
	Iteration 30Q: 3 clusters Score -2193228 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2193334.750000 Penalty: 5009.314453
	Iteration 31Q: 3 clusters Score -2193335 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2193441.500000 Penalty: 5009.314453
	Iteration 32Q: 3 clusters Score -2193442 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2193540.750000 Penalty: 5009.314453
	Iteration 33Q: 3 clusters Score -2193541 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2193637.250000 Penalty: 5009.314453
	Iteration 34Q: 3 clusters Score -2193637 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2193709.000000 Penalty: 5009.314453
	Iteration 35Q: 3 clusters Score -2193709 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2193772.000000 Penalty: 5009.314453
	Iteration 36Q: 3 clusters Score -2193772 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2193838.500000 Penalty: 5009.314453
	Iteration 37Q: 3 clusters Score -2193838 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2193890.250000 Penalty: 5009.314453
	Iteration 38Q: 3 clusters Score -2193890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2193942.500000 Penalty: 5009.314453
	Iteration 39Q: 3 clusters Score -2193942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2193967.250000 Penalty: 5009.314453
	Iteration 40F: 3 clusters Score -2193967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2193998.500000 Penalty: 5009.314453
	Iteration 41Q: 3 clusters Score -2193998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2194013.500000 Penalty: 5009.314453
	Iteration 42Q: 3 clusters Score -2194014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2194044.500000 Penalty: 5009.314453
	Iteration 43Q: 3 clusters Score -2194044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2194059.000000 Penalty: 5009.314453
	Iteration 44Q: 3 clusters Score -2194059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2194090.000000 Penalty: 5009.314453
	Iteration 45Q: 3 clusters Score -2194090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2194113.500000 Penalty: 5009.314453
	Iteration 46Q: 3 clusters Score -2194114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2194124.500000 Penalty: 5009.314453
	Iteration 47Q: 3 clusters Score -2194124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2194133.500000 Penalty: 5009.314453
	Iteration 48Q: 3 clusters Score -2194134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2194151.000000 Penalty: 5009.314453
	Iteration 49Q: 3 clusters Score -2194151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2194159.750000 Penalty: 5009.314453
	Iteration 50Q: 3 clusters Score -2194160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2194168.750000 Penalty: 5009.314453
	Iteration 51Q: 3 clusters Score -2194169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2194181.500000 Penalty: 5009.314453
	Iteration 52Q: 3 clusters Score -2194182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2194193.500000 Penalty: 5009.314453
	Iteration 53Q: 3 clusters Score -2194194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2194206.250000 Penalty: 5009.314453
	Iteration 54Q: 3 clusters Score -2194206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2194217.750000 Penalty: 5009.314453
	Iteration 55Q: 3 clusters Score -2194218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2194230.250000 Penalty: 5009.314453
	Iteration 56Q: 3 clusters Score -2194230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2194240.000000 Penalty: 5009.314453
	Iteration 57Q: 3 clusters Score -2194240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2194245.250000 Penalty: 5009.314453
	Iteration 58Q: 3 clusters Score -2194245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2194245.750000 Penalty: 5009.314453
	Iteration 59Q: 3 clusters Score -2194246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2194249.500000 Penalty: 5009.314453
	Iteration 60F: 3 clusters Score -2194250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2194251.000000 Penalty: 5009.314453
	Iteration 61Q: 3 clusters Score -2194251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2194253.000000 Penalty: 5009.314453
	Iteration 62Q: 3 clusters Score -2194253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2194255.750000 Penalty: 5009.314453
	Iteration 63Q: 3 clusters Score -2194256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2194264.250000 Penalty: 5009.314453
	Iteration 64Q: 3 clusters Score -2194264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2194268.250000 Penalty: 5009.314453
	Iteration 65Q: 3 clusters Score -2194268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2194274.500000 Penalty: 5009.314453
	Iteration 66Q: 3 clusters Score -2194274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2194274.000000 Penalty: 5009.314453
	Iteration 67Q: 3 clusters Score -2194274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2194279.750000 Penalty: 5009.314453
	Iteration 68Q: 3 clusters Score -2194280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2194282.750000 Penalty: 5009.314453
	Iteration 69Q: 3 clusters Score -2194283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2194281.500000 Penalty: 5009.314453
	Iteration 70Q: 3 clusters Score -2194282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2194285.250000 Penalty: 5009.314453
	Iteration 71Q: 3 clusters Score -2194285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2194285.500000 Penalty: 5009.314453
	Iteration 72Q: 3 clusters Score -2194286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2194290.250000 Penalty: 5009.314453
	Iteration 73Q: 3 clusters Score -2194290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2194295.000000 Penalty: 5009.314453
	Iteration 74Q: 3 clusters Score -2194295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2194300.000000 Penalty: 5009.314453
	Iteration 75Q: 3 clusters Score -2194300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2194301.500000 Penalty: 5009.314453
	Iteration 76Q: 3 clusters Score -2194302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2194301.500000 Penalty: 5009.314453
	Iteration 77F: 3 clusters Score -2194302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Entering Unmasked Estep 
Score: -13212594.000000 Penalty: 2948.559570
	Iteration 0F: 2 clusters Score -1.321259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -13114953.000000 Penalty: 5897.119141
	Iteration 0F: 3 clusters Score -1.311495e+07 nChanged 69658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -13155353.000000 Penalty: 5897.119141
	Iteration 1F: 3 clusters Score -1.315535e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -13156625.000000 Penalty: 5897.119141
	Iteration 2Q: 3 clusters Score -1.315662e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -13158377.000000 Penalty: 5897.119141
	Iteration 3Q: 3 clusters Score -1.315838e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -13161327.000000 Penalty: 5897.119141
	Iteration 4Q: 3 clusters Score -1.316133e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -13165684.000000 Penalty: 5897.119141
	Iteration 5F: 3 clusters Score -1.316568e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -13171530.000000 Penalty: 5897.119141
	Iteration 6F: 3 clusters Score -1.317153e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -13178231.000000 Penalty: 5897.119141
	Iteration 7F: 3 clusters Score -1.317823e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -13184253.000000 Penalty: 5897.119141
	Iteration 8F: 3 clusters Score -1.318425e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -13188374.000000 Penalty: 5897.119141
	Iteration 9F: 3 clusters Score -1.318837e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -13190528.000000 Penalty: 5897.119141
	Iteration 10Q: 3 clusters Score -1.319053e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -13191728.000000 Penalty: 5897.119141
	Iteration 11Q: 3 clusters Score -1.319173e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -13192365.000000 Penalty: 5897.119141
	Iteration 12Q: 3 clusters Score -1.319236e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -13192864.000000 Penalty: 5897.119141
	Iteration 13Q: 3 clusters Score -1.319286e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -13193248.000000 Penalty: 5897.119141
	Iteration 14Q: 3 clusters Score -1.319325e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -13193538.000000 Penalty: 5897.119141
	Iteration 15Q: 3 clusters Score -1.319354e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -13193873.000000 Penalty: 5897.119141
	Iteration 16Q: 3 clusters Score -1.319387e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -13194158.000000 Penalty: 5897.119141
	Iteration 17Q: 3 clusters Score -1.319416e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -13194558.000000 Penalty: 5897.119141
	Iteration 18Q: 3 clusters Score -1.319456e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -13194905.000000 Penalty: 5897.119141
	Iteration 19Q: 3 clusters Score -1.31949e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -13195292.000000 Penalty: 5897.119141
	Iteration 20F: 3 clusters Score -1.319529e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -13195925.000000 Penalty: 5897.119141
	Iteration 21Q: 3 clusters Score -1.319592e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -13196496.000000 Penalty: 5897.119141
	Iteration 22Q: 3 clusters Score -1.31965e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -13197170.000000 Penalty: 5897.119141
	Iteration 23Q: 3 clusters Score -1.319717e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -13197941.000000 Penalty: 5897.119141
	Iteration 24Q: 3 clusters Score -1.319794e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -13198781.000000 Penalty: 5897.119141
	Iteration 25Q: 3 clusters Score -1.319878e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -13199712.000000 Penalty: 5897.119141
	Iteration 26Q: 3 clusters Score -1.319971e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112741 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -13200654.000000 Penalty: 5897.119141
	Iteration 27Q: 3 clusters Score -1.320065e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -13201632.000000 Penalty: 5897.119141
	Iteration 28Q: 3 clusters Score -1.320163e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -13202612.000000 Penalty: 5897.119141
	Iteration 29Q: 3 clusters Score -1.320261e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -13203636.000000 Penalty: 5897.119141
	Iteration 30Q: 3 clusters Score -1.320364e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -13204585.000000 Penalty: 5897.119141
	Iteration 31Q: 3 clusters Score -1.320458e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -13205437.000000 Penalty: 5897.119141
	Iteration 32Q: 3 clusters Score -1.320544e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -13206293.000000 Penalty: 5897.119141
	Iteration 33Q: 3 clusters Score -1.320629e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -13207000.000000 Penalty: 5897.119141
	Iteration 34Q: 3 clusters Score -1.3207e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -13207667.000000 Penalty: 5897.119141
	Iteration 35Q: 3 clusters Score -1.320767e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135531 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -13208196.000000 Penalty: 5897.119141
	Iteration 36Q: 3 clusters Score -1.32082e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136793 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -13208635.000000 Penalty: 5897.119141
	Iteration 37Q: 3 clusters Score -1.320864e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137883 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -13208982.000000 Penalty: 5897.119141
	Iteration 38Q: 3 clusters Score -1.320898e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138750 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -13209181.000000 Penalty: 5897.119141
	Iteration 39Q: 3 clusters Score -1.320918e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139469 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -13209340.000000 Penalty: 5897.119141
	Iteration 40F: 3 clusters Score -1.320934e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -13209534.000000 Penalty: 5897.119141
	Iteration 41Q: 3 clusters Score -1.320953e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140544 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -13209661.000000 Penalty: 5897.119141
	Iteration 42Q: 3 clusters Score -1.320966e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140933 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -13209762.000000 Penalty: 5897.119141
	Iteration 43Q: 3 clusters Score -1.320976e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -13209839.000000 Penalty: 5897.119141
	Iteration 44Q: 3 clusters Score -1.320984e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141560 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -13209932.000000 Penalty: 5897.119141
	Iteration 45Q: 3 clusters Score -1.320993e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -13210000.000000 Penalty: 5897.119141
	Iteration 46Q: 3 clusters Score -1.321e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141925 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -13210060.000000 Penalty: 5897.119141
	Iteration 47Q: 3 clusters Score -1.321006e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -13210096.000000 Penalty: 5897.119141
	Iteration 48Q: 3 clusters Score -1.32101e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13210127.000000 Penalty: 5897.119141
	Iteration 49Q: 3 clusters Score -1.321013e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -13210158.000000 Penalty: 5897.119141
	Iteration 50Q: 3 clusters Score -1.321016e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -13210180.000000 Penalty: 5897.119141
	Iteration 51Q: 3 clusters Score -1.321018e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13210193.000000 Penalty: 5897.119141
	Iteration 52Q: 3 clusters Score -1.321019e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -13210198.000000 Penalty: 5897.119141
	Iteration 53Q: 3 clusters Score -1.32102e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142665 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -13210228.000000 Penalty: 5897.119141
	Iteration 54Q: 3 clusters Score -1.321023e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -13210246.000000 Penalty: 5897.119141
	Iteration 55Q: 3 clusters Score -1.321025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142776 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -13210249.000000 Penalty: 5897.119141
	Iteration 56Q: 3 clusters Score -1.321025e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -13210267.000000 Penalty: 5897.119141
	Iteration 57Q: 3 clusters Score -1.321027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -13210295.000000 Penalty: 5897.119141
	Iteration 58Q: 3 clusters Score -1.32103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13210291.000000 Penalty: 5897.119141
	Iteration 59Q: 3 clusters Score -1.321029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142936 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -13210299.000000 Penalty: 5897.119141
	Iteration 60F: 3 clusters Score -1.32103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -13210284.000000 Penalty: 5897.119141
	Iteration 61Q: 3 clusters Score -1.321028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142991 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13210296.000000 Penalty: 5897.119141
	Iteration 62Q: 3 clusters Score -1.32103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -13210298.000000 Penalty: 5897.119141
	Iteration 63Q: 3 clusters Score -1.32103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -13210281.000000 Penalty: 5897.119141
	Iteration 64Q: 3 clusters Score -1.321028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143033 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -13210294.000000 Penalty: 5897.119141
	Iteration 65Q: 3 clusters Score -1.321029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13210291.000000 Penalty: 5897.119141
	Iteration 66Q: 3 clusters Score -1.321029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143057 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -13210275.000000 Penalty: 5897.119141
	Iteration 67Q: 3 clusters Score -1.321028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -13210282.000000 Penalty: 5897.119141
	Iteration 68Q: 3 clusters Score -1.321028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13210296.000000 Penalty: 5897.119141
	Iteration 69Q: 3 clusters Score -1.32103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -13210292.000000 Penalty: 5897.119141
	Iteration 70Q: 3 clusters Score -1.321029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143123 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13210299.000000 Penalty: 5897.119141
	Iteration 71Q: 3 clusters Score -1.32103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -13210301.000000 Penalty: 5897.119141
	Iteration 72Q: 3 clusters Score -1.32103e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -13210322.000000 Penalty: 5897.119141
	Iteration 73Q: 3 clusters Score -1.321032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143176 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -13210315.000000 Penalty: 5897.119141
	Iteration 74Q: 3 clusters Score -1.321032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143185 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13210323.000000 Penalty: 5897.119141
	Iteration 75Q: 3 clusters Score -1.321032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143187 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13210334.000000 Penalty: 5897.119141
	Iteration 76Q: 3 clusters Score -1.321033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143190 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13210332.000000 Penalty: 5897.119141
	Iteration 77Q: 3 clusters Score -1.321033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -13210333.000000 Penalty: 5897.119141
	Iteration 78Q: 3 clusters Score -1.321033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -13210328.000000 Penalty: 5897.119141
	Iteration 79Q: 3 clusters Score -1.321033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13210334.000000 Penalty: 5897.119141
	Iteration 80F: 3 clusters Score -1.321033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -13210336.000000 Penalty: 5897.119141
	Iteration 81Q: 3 clusters Score -1.321034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -13210328.000000 Penalty: 5897.119141
	Iteration 82Q: 3 clusters Score -1.321033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -13210330.000000 Penalty: 5897.119141
	Iteration 83Q: 3 clusters Score -1.321033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -13210323.000000 Penalty: 5897.119141
	Iteration 84Q: 3 clusters Score -1.321032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143227 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13210334.000000 Penalty: 5897.119141
	Iteration 85Q: 3 clusters Score -1.321033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143232 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -13210335.000000 Penalty: 5897.119141
	Iteration 86Q: 3 clusters Score -1.321034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143237 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13210325.000000 Penalty: 5897.119141
	Iteration 87Q: 3 clusters Score -1.321032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143246 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13210321.000000 Penalty: 5897.119141
	Iteration 88Q: 3 clusters Score -1.321032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13210335.000000 Penalty: 5897.119141
	Iteration 89Q: 3 clusters Score -1.321034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -13210325.000000 Penalty: 5897.119141
	Iteration 90Q: 3 clusters Score -1.321032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -13210327.000000 Penalty: 5897.119141
	Iteration 91Q: 3 clusters Score -1.321033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143276 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -13210336.000000 Penalty: 5897.119141
	Iteration 92Q: 3 clusters Score -1.321034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -13210331.000000 Penalty: 5897.119141
	Iteration 93Q: 3 clusters Score -1.321033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13210327.000000 Penalty: 5897.119141
	Iteration 94Q: 3 clusters Score -1.321033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143286 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -13210336.000000 Penalty: 5897.119141
	Iteration 95Q: 3 clusters Score -1.321034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13210331.000000 Penalty: 5897.119141
	Iteration 96Q: 3 clusters Score -1.321033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13210344.000000 Penalty: 5897.119141
	Iteration 97Q: 3 clusters Score -1.321034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13210344.000000 Penalty: 5897.119141
	Iteration 98F: 3 clusters Score -1.321034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (186968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186968 members 
Entering Unmasked Estep 
Score: -16425602.000000 Penalty: 3010.395752
	Iteration 0F: 2 clusters Score -1.64256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -16300480.000000 Penalty: 6020.791504
	Iteration 0F: 3 clusters Score -1.630048e+07 nChanged 89718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -16352552.000000 Penalty: 6020.791504
	Iteration 1F: 3 clusters Score -1.635255e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -16353468.000000 Penalty: 6020.791504
	Iteration 2Q: 3 clusters Score -1.635347e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -16354532.000000 Penalty: 6020.791504
	Iteration 3Q: 3 clusters Score -1.635453e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -16355739.000000 Penalty: 6020.791504
	Iteration 4Q: 3 clusters Score -1.635574e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -16357081.000000 Penalty: 6020.791504
	Iteration 5Q: 3 clusters Score -1.635708e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -16358712.000000 Penalty: 6020.791504
	Iteration 6Q: 3 clusters Score -1.635871e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -16361187.000000 Penalty: 6020.791504
	Iteration 7Q: 3 clusters Score -1.636119e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -16364303.000000 Penalty: 6020.791504
	Iteration 8Q: 3 clusters Score -1.63643e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -16369048.000000 Penalty: 6020.791504
	Iteration 9Q: 3 clusters Score -1.636905e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -16375869.000000 Penalty: 6020.791504
	Iteration 10F: 3 clusters Score -1.637587e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -16383196.000000 Penalty: 6020.791504
	Iteration 11F: 3 clusters Score -1.63832e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -16388641.000000 Penalty: 6020.791504
	Iteration 12F: 3 clusters Score -1.638864e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -16391018.000000 Penalty: 6020.791504
	Iteration 13Q: 3 clusters Score -1.639102e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -16391922.000000 Penalty: 6020.791504
	Iteration 14Q: 3 clusters Score -1.639192e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -16392318.000000 Penalty: 6020.791504
	Iteration 15Q: 3 clusters Score -1.639232e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -16392681.000000 Penalty: 6020.791504
	Iteration 16Q: 3 clusters Score -1.639268e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -16393047.000000 Penalty: 6020.791504
	Iteration 17Q: 3 clusters Score -1.639305e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -16393344.000000 Penalty: 6020.791504
	Iteration 18Q: 3 clusters Score -1.639334e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -16393736.000000 Penalty: 6020.791504
	Iteration 19Q: 3 clusters Score -1.639374e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -16394142.000000 Penalty: 6020.791504
	Iteration 20F: 3 clusters Score -1.639414e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 122005 members 
Entering Unmasked Estep 
Score: -16394770.000000 Penalty: 6020.791504
	Iteration 21Q: 3 clusters Score -1.639477e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 124594 members 
Entering Unmasked Estep 
Score: -16395361.000000 Penalty: 6020.791504
	Iteration 22Q: 3 clusters Score -1.639536e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 127273 members 
Entering Unmasked Estep 
Score: -16396114.000000 Penalty: 6020.791504
	Iteration 23Q: 3 clusters Score -1.639611e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -16396978.000000 Penalty: 6020.791504
	Iteration 24Q: 3 clusters Score -1.639698e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 133158 members 
Entering Unmasked Estep 
Score: -16397989.000000 Penalty: 6020.791504
	Iteration 25Q: 3 clusters Score -1.639799e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -16399106.000000 Penalty: 6020.791504
	Iteration 26Q: 3 clusters Score -1.639911e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 140090 members 
Entering Unmasked Estep 
Score: -16400381.000000 Penalty: 6020.791504
	Iteration 27Q: 3 clusters Score -1.640038e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -16401814.000000 Penalty: 6020.791504
	Iteration 28Q: 3 clusters Score -1.640181e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 147540 members 
Entering Unmasked Estep 
Score: -16403277.000000 Penalty: 6020.791504
	Iteration 29Q: 3 clusters Score -1.640328e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -16404950.000000 Penalty: 6020.791504
	Iteration 30Q: 3 clusters Score -1.640495e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -16406663.000000 Penalty: 6020.791504
	Iteration 31Q: 3 clusters Score -1.640666e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 158797 members 
Entering Unmasked Estep 
Score: -16408362.000000 Penalty: 6020.791504
	Iteration 32Q: 3 clusters Score -1.640836e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -16410250.000000 Penalty: 6020.791504
	Iteration 33Q: 3 clusters Score -1.641025e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -16412106.000000 Penalty: 6020.791504
	Iteration 34Q: 3 clusters Score -1.641211e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -16413977.000000 Penalty: 6020.791504
	Iteration 35Q: 3 clusters Score -1.641398e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 172351 members 
Entering Unmasked Estep 
Score: -16415693.000000 Penalty: 6020.791504
	Iteration 36Q: 3 clusters Score -1.641569e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -16417117.000000 Penalty: 6020.791504
	Iteration 37Q: 3 clusters Score -1.641712e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 177270 members 
Entering Unmasked Estep 
Score: -16418489.000000 Penalty: 6020.791504
	Iteration 38Q: 3 clusters Score -1.641849e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -16419446.000000 Penalty: 6020.791504
	Iteration 39Q: 3 clusters Score -1.641945e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 180595 members 
Entering Unmasked Estep 
Score: -16420370.000000 Penalty: 6020.791504
	Iteration 40F: 3 clusters Score -1.642037e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 181873 members 
Entering Unmasked Estep 
Score: -16421016.000000 Penalty: 6020.791504
	Iteration 41Q: 3 clusters Score -1.642102e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 182846 members 
Entering Unmasked Estep 
Score: -16421569.000000 Penalty: 6020.791504
	Iteration 42Q: 3 clusters Score -1.642157e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 183613 members 
Entering Unmasked Estep 
Score: -16421951.000000 Penalty: 6020.791504
	Iteration 43Q: 3 clusters Score -1.642195e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 184206 members 
Entering Unmasked Estep 
Score: -16422256.000000 Penalty: 6020.791504
	Iteration 44Q: 3 clusters Score -1.642226e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 184653 members 
Entering Unmasked Estep 
Score: -16422513.000000 Penalty: 6020.791504
	Iteration 45Q: 3 clusters Score -1.642251e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 184996 members 
Entering Unmasked Estep 
Score: -16422706.000000 Penalty: 6020.791504
	Iteration 46Q: 3 clusters Score -1.642271e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 185231 members 
Entering Unmasked Estep 
Score: -16422837.000000 Penalty: 6020.791504
	Iteration 47Q: 3 clusters Score -1.642284e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 185398 members 
Entering Unmasked Estep 
Score: -16422914.000000 Penalty: 6020.791504
	Iteration 48Q: 3 clusters Score -1.642291e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 185521 members 
Entering Unmasked Estep 
Score: -16422980.000000 Penalty: 6020.791504
	Iteration 49Q: 3 clusters Score -1.642298e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 185633 members 
Entering Unmasked Estep 
Score: -16423048.000000 Penalty: 6020.791504
	Iteration 50Q: 3 clusters Score -1.642305e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 185709 members 
Entering Unmasked Estep 
Score: -16423087.000000 Penalty: 6020.791504
	Iteration 51Q: 3 clusters Score -1.642309e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 185762 members 
Entering Unmasked Estep 
Score: -16423113.000000 Penalty: 6020.791504
	Iteration 52Q: 3 clusters Score -1.642311e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 185801 members 
Entering Unmasked Estep 
Score: -16423133.000000 Penalty: 6020.791504
	Iteration 53Q: 3 clusters Score -1.642313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 185834 members 
Entering Unmasked Estep 
Score: -16423154.000000 Penalty: 6020.791504
	Iteration 54Q: 3 clusters Score -1.642315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 185859 members 
Entering Unmasked Estep 
Score: -16423149.000000 Penalty: 6020.791504
	Iteration 55Q: 3 clusters Score -1.642315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 185877 members 
Entering Unmasked Estep 
Score: -16423144.000000 Penalty: 6020.791504
	Iteration 56Q: 3 clusters Score -1.642314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 185894 members 
Entering Unmasked Estep 
Score: -16423167.000000 Penalty: 6020.791504
	Iteration 57Q: 3 clusters Score -1.642317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -16423153.000000 Penalty: 6020.791504
	Iteration 58Q: 3 clusters Score -1.642315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -16423169.000000 Penalty: 6020.791504
	Iteration 59Q: 3 clusters Score -1.642317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 185933 members 
Entering Unmasked Estep 
Score: -16423173.000000 Penalty: 6020.791504
	Iteration 60F: 3 clusters Score -1.642317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 185941 members 
Entering Unmasked Estep 
Score: -16423176.000000 Penalty: 6020.791504
	Iteration 61Q: 3 clusters Score -1.642318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 185948 members 
Entering Unmasked Estep 
Score: -16423173.000000 Penalty: 6020.791504
	Iteration 62Q: 3 clusters Score -1.642317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 185953 members 
Entering Unmasked Estep 
Score: -16423174.000000 Penalty: 6020.791504
	Iteration 63Q: 3 clusters Score -1.642317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 185954 members 
Entering Unmasked Estep 
Score: -16423178.000000 Penalty: 6020.791504
	Iteration 64Q: 3 clusters Score -1.642318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 185955 members 
Entering Unmasked Estep 
Score: -16423178.000000 Penalty: 6020.791504
	Iteration 65Q: 3 clusters Score -1.642318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 185958 members 
Entering Unmasked Estep 
Score: -16423186.000000 Penalty: 6020.791504
	Iteration 66Q: 3 clusters Score -1.642319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 185959 members 
Entering Unmasked Estep 
Score: -16423189.000000 Penalty: 6020.791504
	Iteration 67Q: 3 clusters Score -1.642319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 185959 members 
Entering Unmasked Estep 
Score: -16423189.000000 Penalty: 6020.791504
	Iteration 68F: 3 clusters Score -1.642319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395028 members 
Entering Unmasked Estep 
Score: -34864280.000000 Penalty: 3195.904541
	Iteration 0F: 2 clusters Score -3.486428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197547 members 
Mstep: Class 2 contains 197481 members 
Entering Unmasked Estep 
Score: -34599648.000000 Penalty: 6391.809082
	Iteration 0F: 3 clusters Score -3.459965e+07 nChanged 192215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202218 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -34717040.000000 Penalty: 6391.809082
	Iteration 1F: 3 clusters Score -3.471704e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204593 members 
Mstep: Class 2 contains 190435 members 
Entering Unmasked Estep 
Score: -34721008.000000 Penalty: 6391.809082
	Iteration 2Q: 3 clusters Score -3.472101e+07 nChanged 16395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208380 members 
Mstep: Class 2 contains 186648 members 
Entering Unmasked Estep 
Score: -34727688.000000 Penalty: 6391.809082
	Iteration 3Q: 3 clusters Score -3.472769e+07 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214204 members 
Mstep: Class 2 contains 180824 members 
Entering Unmasked Estep 
Score: -34739384.000000 Penalty: 6391.809082
	Iteration 4F: 3 clusters Score -3.473938e+07 nChanged 25824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221924 members 
Mstep: Class 2 contains 173104 members 
Entering Unmasked Estep 
Score: -34757836.000000 Penalty: 6391.809082
	Iteration 5F: 3 clusters Score -3.475784e+07 nChanged 29541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229709 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -34785764.000000 Penalty: 6391.809082
	Iteration 6F: 3 clusters Score -3.478576e+07 nChanged 30413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235332 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -34819252.000000 Penalty: 6391.809082
	Iteration 7F: 3 clusters Score -3.481925e+07 nChanged 25859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237371 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -34843384.000000 Penalty: 6391.809082
	Iteration 8F: 3 clusters Score -3.484338e+07 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237827 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -34851876.000000 Penalty: 6391.809082
	Iteration 9Q: 3 clusters Score -3.485188e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237836 members 
Mstep: Class 2 contains 157192 members 
Entering Unmasked Estep 
Score: -34855088.000000 Penalty: 6391.809082
	Iteration 10Q: 3 clusters Score -3.485509e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237467 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -34856556.000000 Penalty: 6391.809082
	Iteration 11Q: 3 clusters Score -3.485656e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237017 members 
Mstep: Class 2 contains 158011 members 
Entering Unmasked Estep 
Score: -34857244.000000 Penalty: 6391.809082
	Iteration 12Q: 3 clusters Score -3.485724e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236558 members 
Mstep: Class 2 contains 158470 members 
Entering Unmasked Estep 
Score: -34857656.000000 Penalty: 6391.809082
	Iteration 13Q: 3 clusters Score -3.485766e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236115 members 
Mstep: Class 2 contains 158913 members 
Entering Unmasked Estep 
Score: -34857968.000000 Penalty: 6391.809082
	Iteration 14Q: 3 clusters Score -3.485797e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235636 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -34858136.000000 Penalty: 6391.809082
	Iteration 15Q: 3 clusters Score -3.485814e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235158 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -34858160.000000 Penalty: 6391.809082
	Iteration 16Q: 3 clusters Score -3.485816e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234671 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -34858224.000000 Penalty: 6391.809082
	Iteration 17Q: 3 clusters Score -3.485822e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234227 members 
Mstep: Class 2 contains 160801 members 
Entering Unmasked Estep 
Score: -34858356.000000 Penalty: 6391.809082
	Iteration 18Q: 3 clusters Score -3.485836e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233829 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -34858332.000000 Penalty: 6391.809082
	Iteration 19Q: 3 clusters Score -3.485833e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233433 members 
Mstep: Class 2 contains 161595 members 
Entering Unmasked Estep 
Score: -34858332.000000 Penalty: 6391.809082
	Iteration 20F: 3 clusters Score -3.485833e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233019 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -34858312.000000 Penalty: 6391.809082
	Iteration 21Q: 3 clusters Score -3.485831e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232633 members 
Mstep: Class 2 contains 162395 members 
Entering Unmasked Estep 
Score: -34858316.000000 Penalty: 6391.809082
	Iteration 22Q: 3 clusters Score -3.485832e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232251 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -34858332.000000 Penalty: 6391.809082
	Iteration 23Q: 3 clusters Score -3.485833e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231858 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -34858196.000000 Penalty: 6391.809082
	Iteration 24Q: 3 clusters Score -3.48582e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231467 members 
Mstep: Class 2 contains 163561 members 
Entering Unmasked Estep 
Score: -34858240.000000 Penalty: 6391.809082
	Iteration 25Q: 3 clusters Score -3.485824e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231050 members 
Mstep: Class 2 contains 163978 members 
Entering Unmasked Estep 
Score: -34858228.000000 Penalty: 6391.809082
	Iteration 26Q: 3 clusters Score -3.485823e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230666 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -34858192.000000 Penalty: 6391.809082
	Iteration 27Q: 3 clusters Score -3.485819e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230300 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -34858156.000000 Penalty: 6391.809082
	Iteration 28Q: 3 clusters Score -3.485816e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229971 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -34858144.000000 Penalty: 6391.809082
	Iteration 29Q: 3 clusters Score -3.485814e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229692 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -34858140.000000 Penalty: 6391.809082
	Iteration 30Q: 3 clusters Score -3.485814e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229437 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -34858148.000000 Penalty: 6391.809082
	Iteration 31Q: 3 clusters Score -3.485815e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229155 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -34858188.000000 Penalty: 6391.809082
	Iteration 32Q: 3 clusters Score -3.485819e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228901 members 
Mstep: Class 2 contains 166127 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 33Q: 3 clusters Score -3.485818e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228642 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -34858168.000000 Penalty: 6391.809082
	Iteration 34Q: 3 clusters Score -3.485817e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228405 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -34858184.000000 Penalty: 6391.809082
	Iteration 35Q: 3 clusters Score -3.485818e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228189 members 
Mstep: Class 2 contains 166839 members 
Entering Unmasked Estep 
Score: -34858216.000000 Penalty: 6391.809082
	Iteration 36Q: 3 clusters Score -3.485822e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227974 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -34858216.000000 Penalty: 6391.809082
	Iteration 37Q: 3 clusters Score -3.485822e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227778 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -34858224.000000 Penalty: 6391.809082
	Iteration 38Q: 3 clusters Score -3.485822e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227604 members 
Mstep: Class 2 contains 167424 members 
Entering Unmasked Estep 
Score: -34858256.000000 Penalty: 6391.809082
	Iteration 39Q: 3 clusters Score -3.485826e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227447 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -34858192.000000 Penalty: 6391.809082
	Iteration 40F: 3 clusters Score -3.485819e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227307 members 
Mstep: Class 2 contains 167721 members 
Entering Unmasked Estep 
Score: -34858236.000000 Penalty: 6391.809082
	Iteration 41Q: 3 clusters Score -3.485824e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227175 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -34858204.000000 Penalty: 6391.809082
	Iteration 42Q: 3 clusters Score -3.48582e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227062 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -34858152.000000 Penalty: 6391.809082
	Iteration 43Q: 3 clusters Score -3.485815e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226960 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -34858092.000000 Penalty: 6391.809082
	Iteration 44Q: 3 clusters Score -3.485809e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226849 members 
Mstep: Class 2 contains 168179 members 
Entering Unmasked Estep 
Score: -34858096.000000 Penalty: 6391.809082
	Iteration 45Q: 3 clusters Score -3.48581e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226748 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -34858108.000000 Penalty: 6391.809082
	Iteration 46Q: 3 clusters Score -3.485811e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226641 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -34858156.000000 Penalty: 6391.809082
	Iteration 47Q: 3 clusters Score -3.485816e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226550 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -34858168.000000 Penalty: 6391.809082
	Iteration 48Q: 3 clusters Score -3.485817e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226463 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -34858188.000000 Penalty: 6391.809082
	Iteration 49Q: 3 clusters Score -3.485819e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226384 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -34858204.000000 Penalty: 6391.809082
	Iteration 50Q: 3 clusters Score -3.48582e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226304 members 
Mstep: Class 2 contains 168724 members 
Entering Unmasked Estep 
Score: -34858136.000000 Penalty: 6391.809082
	Iteration 51Q: 3 clusters Score -3.485814e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226232 members 
Mstep: Class 2 contains 168796 members 
Entering Unmasked Estep 
Score: -34858172.000000 Penalty: 6391.809082
	Iteration 52Q: 3 clusters Score -3.485817e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226170 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -34858168.000000 Penalty: 6391.809082
	Iteration 53Q: 3 clusters Score -3.485817e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226107 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -34858192.000000 Penalty: 6391.809082
	Iteration 54Q: 3 clusters Score -3.485819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226054 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -34858208.000000 Penalty: 6391.809082
	Iteration 55Q: 3 clusters Score -3.485821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 169008 members 
Entering Unmasked Estep 
Score: -34858212.000000 Penalty: 6391.809082
	Iteration 56Q: 3 clusters Score -3.485821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -34858176.000000 Penalty: 6391.809082
	Iteration 57Q: 3 clusters Score -3.485818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225956 members 
Mstep: Class 2 contains 169072 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 58Q: 3 clusters Score -3.485818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225929 members 
Mstep: Class 2 contains 169099 members 
Entering Unmasked Estep 
Score: -34858176.000000 Penalty: 6391.809082
	Iteration 59Q: 3 clusters Score -3.485818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225909 members 
Mstep: Class 2 contains 169119 members 
Entering Unmasked Estep 
Score: -34858196.000000 Penalty: 6391.809082
	Iteration 60F: 3 clusters Score -3.48582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225886 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -34858184.000000 Penalty: 6391.809082
	Iteration 61Q: 3 clusters Score -3.485818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225866 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -34858200.000000 Penalty: 6391.809082
	Iteration 62Q: 3 clusters Score -3.48582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225840 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -34858204.000000 Penalty: 6391.809082
	Iteration 63Q: 3 clusters Score -3.48582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225818 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -34858176.000000 Penalty: 6391.809082
	Iteration 64Q: 3 clusters Score -3.485818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225795 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 65Q: 3 clusters Score -3.485818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225772 members 
Mstep: Class 2 contains 169256 members 
Entering Unmasked Estep 
Score: -34858192.000000 Penalty: 6391.809082
	Iteration 66Q: 3 clusters Score -3.485819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225747 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -34858220.000000 Penalty: 6391.809082
	Iteration 67Q: 3 clusters Score -3.485822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225724 members 
Mstep: Class 2 contains 169304 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 68Q: 3 clusters Score -3.485818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225697 members 
Mstep: Class 2 contains 169331 members 
Entering Unmasked Estep 
Score: -34858160.000000 Penalty: 6391.809082
	Iteration 69Q: 3 clusters Score -3.485816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225674 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -34858168.000000 Penalty: 6391.809082
	Iteration 70Q: 3 clusters Score -3.485817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225650 members 
Mstep: Class 2 contains 169378 members 
Entering Unmasked Estep 
Score: -34858156.000000 Penalty: 6391.809082
	Iteration 71Q: 3 clusters Score -3.485816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225628 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -34858144.000000 Penalty: 6391.809082
	Iteration 72Q: 3 clusters Score -3.485814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225606 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -34858128.000000 Penalty: 6391.809082
	Iteration 73Q: 3 clusters Score -3.485813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225587 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -34858156.000000 Penalty: 6391.809082
	Iteration 74Q: 3 clusters Score -3.485816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225567 members 
Mstep: Class 2 contains 169461 members 
Entering Unmasked Estep 
Score: -34858152.000000 Penalty: 6391.809082
	Iteration 75Q: 3 clusters Score -3.485815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225554 members 
Mstep: Class 2 contains 169474 members 
Entering Unmasked Estep 
Score: -34858160.000000 Penalty: 6391.809082
	Iteration 76Q: 3 clusters Score -3.485816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225540 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 77Q: 3 clusters Score -3.485818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225532 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -34858160.000000 Penalty: 6391.809082
	Iteration 78Q: 3 clusters Score -3.485816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225525 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -34858148.000000 Penalty: 6391.809082
	Iteration 79Q: 3 clusters Score -3.485815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225517 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -34858152.000000 Penalty: 6391.809082
	Iteration 80F: 3 clusters Score -3.485815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225512 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -34858184.000000 Penalty: 6391.809082
	Iteration 81Q: 3 clusters Score -3.485818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225508 members 
Mstep: Class 2 contains 169520 members 
Entering Unmasked Estep 
Score: -34858176.000000 Penalty: 6391.809082
	Iteration 82Q: 3 clusters Score -3.485818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225507 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -34858188.000000 Penalty: 6391.809082
	Iteration 83Q: 3 clusters Score -3.485819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225506 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 84Q: 3 clusters Score -3.485818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225505 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -34858188.000000 Penalty: 6391.809082
	Iteration 85Q: 3 clusters Score -3.485819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225500 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -34858196.000000 Penalty: 6391.809082
	Iteration 86Q: 3 clusters Score -3.48582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225494 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -34858168.000000 Penalty: 6391.809082
	Iteration 87Q: 3 clusters Score -3.485817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225486 members 
Mstep: Class 2 contains 169542 members 
Entering Unmasked Estep 
Score: -34858176.000000 Penalty: 6391.809082
	Iteration 88Q: 3 clusters Score -3.485818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225480 members 
Mstep: Class 2 contains 169548 members 
Entering Unmasked Estep 
Score: -34858180.000000 Penalty: 6391.809082
	Iteration 89Q: 3 clusters Score -3.485818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225476 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -34858156.000000 Penalty: 6391.809082
	Iteration 90Q: 3 clusters Score -3.485816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225475 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -34858164.000000 Penalty: 6391.809082
	Iteration 91Q: 3 clusters Score -3.485816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225475 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -34858164.000000 Penalty: 6391.809082
	Iteration 92F: 3 clusters Score -3.485816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Entering Unmasked Estep 
Score: -2582129.750000 Penalty: 2553.726807
	Iteration 0F: 2 clusters Score -2582130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2561861.750000 Penalty: 5107.453613
	Iteration 0F: 3 clusters Score -2561862 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2569390.750000 Penalty: 5107.453613
	Iteration 1F: 3 clusters Score -2569391 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2570242.500000 Penalty: 5107.453613
	Iteration 2F: 3 clusters Score -2570242 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2571236.000000 Penalty: 5107.453613
	Iteration 3F: 3 clusters Score -2571236 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2572405.750000 Penalty: 5107.453613
	Iteration 4F: 3 clusters Score -2572406 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2573576.750000 Penalty: 5107.453613
	Iteration 5F: 3 clusters Score -2573577 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2574655.500000 Penalty: 5107.453613
	Iteration 6F: 3 clusters Score -2574656 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2575482.000000 Penalty: 5107.453613
	Iteration 7F: 3 clusters Score -2575482 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2576149.500000 Penalty: 5107.453613
	Iteration 8Q: 3 clusters Score -2576150 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2576716.000000 Penalty: 5107.453613
	Iteration 9Q: 3 clusters Score -2576716 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2577238.750000 Penalty: 5107.453613
	Iteration 10Q: 3 clusters Score -2577239 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2577693.250000 Penalty: 5107.453613
	Iteration 11Q: 3 clusters Score -2577693 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2578068.000000 Penalty: 5107.453613
	Iteration 12Q: 3 clusters Score -2578068 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2578419.250000 Penalty: 5107.453613
	Iteration 13Q: 3 clusters Score -2578419 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2578729.750000 Penalty: 5107.453613
	Iteration 14Q: 3 clusters Score -2578730 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2579013.750000 Penalty: 5107.453613
	Iteration 15Q: 3 clusters Score -2579014 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2579242.250000 Penalty: 5107.453613
	Iteration 16Q: 3 clusters Score -2579242 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2579407.500000 Penalty: 5107.453613
	Iteration 17Q: 3 clusters Score -2579408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2579514.000000 Penalty: 5107.453613
	Iteration 18Q: 3 clusters Score -2579514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2579613.500000 Penalty: 5107.453613
	Iteration 19Q: 3 clusters Score -2579614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2579688.250000 Penalty: 5107.453613
	Iteration 20F: 3 clusters Score -2579688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2579733.000000 Penalty: 5107.453613
	Iteration 21Q: 3 clusters Score -2579733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2579770.000000 Penalty: 5107.453613
	Iteration 22Q: 3 clusters Score -2579770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2579796.500000 Penalty: 5107.453613
	Iteration 23Q: 3 clusters Score -2579796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2579823.250000 Penalty: 5107.453613
	Iteration 24Q: 3 clusters Score -2579823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2579833.250000 Penalty: 5107.453613
	Iteration 25Q: 3 clusters Score -2579833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2579846.500000 Penalty: 5107.453613
	Iteration 26Q: 3 clusters Score -2579846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2579854.500000 Penalty: 5107.453613
	Iteration 27Q: 3 clusters Score -2579854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2579872.250000 Penalty: 5107.453613
	Iteration 28Q: 3 clusters Score -2579872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2579880.500000 Penalty: 5107.453613
	Iteration 29Q: 3 clusters Score -2579880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2579888.500000 Penalty: 5107.453613
	Iteration 30Q: 3 clusters Score -2579888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2579892.250000 Penalty: 5107.453613
	Iteration 31Q: 3 clusters Score -2579892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2579894.000000 Penalty: 5107.453613
	Iteration 32Q: 3 clusters Score -2579894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2579898.250000 Penalty: 5107.453613
	Iteration 33Q: 3 clusters Score -2579898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2579908.000000 Penalty: 5107.453613
	Iteration 34Q: 3 clusters Score -2579908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2579905.750000 Penalty: 5107.453613
	Iteration 35Q: 3 clusters Score -2579906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2579907.500000 Penalty: 5107.453613
	Iteration 36Q: 3 clusters Score -2579908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2579907.500000 Penalty: 5107.453613
	Iteration 37F: 3 clusters Score -2579908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Entering Unmasked Estep 
Score: -3001729.500000 Penalty: 2592.800537
	Iteration 0F: 2 clusters Score -3001730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2978026.000000 Penalty: 5185.601074
	Iteration 0F: 3 clusters Score -2978026 nChanged 15865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2986711.750000 Penalty: 5185.601074
	Iteration 1F: 3 clusters Score -2986712 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2987413.500000 Penalty: 5185.601074
	Iteration 2F: 3 clusters Score -2987414 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2988296.750000 Penalty: 5185.601074
	Iteration 3F: 3 clusters Score -2988297 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2989462.250000 Penalty: 5185.601074
	Iteration 4F: 3 clusters Score -2989462 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2990961.000000 Penalty: 5185.601074
	Iteration 5F: 3 clusters Score -2990961 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2992630.750000 Penalty: 5185.601074
	Iteration 6F: 3 clusters Score -2992631 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -2994060.500000 Penalty: 5185.601074
	Iteration 7F: 3 clusters Score -2994060 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -2995035.250000 Penalty: 5185.601074
	Iteration 8Q: 3 clusters Score -2995035 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -2995614.250000 Penalty: 5185.601074
	Iteration 9Q: 3 clusters Score -2995614 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -2996055.500000 Penalty: 5185.601074
	Iteration 10Q: 3 clusters Score -2996056 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -2996487.250000 Penalty: 5185.601074
	Iteration 11Q: 3 clusters Score -2996487 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -2997033.750000 Penalty: 5185.601074
	Iteration 12Q: 3 clusters Score -2997034 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -2997722.250000 Penalty: 5185.601074
	Iteration 13Q: 3 clusters Score -2997722 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -2998434.250000 Penalty: 5185.601074
	Iteration 14Q: 3 clusters Score -2998434 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -2998948.750000 Penalty: 5185.601074
	Iteration 15Q: 3 clusters Score -2998949 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -2999193.250000 Penalty: 5185.601074
	Iteration 16Q: 3 clusters Score -2999193 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -2999325.250000 Penalty: 5185.601074
	Iteration 17Q: 3 clusters Score -2999325 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -2999393.250000 Penalty: 5185.601074
	Iteration 18Q: 3 clusters Score -2999393 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -2999463.000000 Penalty: 5185.601074
	Iteration 19Q: 3 clusters Score -2999463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -2999517.500000 Penalty: 5185.601074
	Iteration 20F: 3 clusters Score -2999518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -2999541.250000 Penalty: 5185.601074
	Iteration 21Q: 3 clusters Score -2999541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -2999582.500000 Penalty: 5185.601074
	Iteration 22Q: 3 clusters Score -2999582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -2999621.750000 Penalty: 5185.601074
	Iteration 23Q: 3 clusters Score -2999622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -2999675.250000 Penalty: 5185.601074
	Iteration 24Q: 3 clusters Score -2999675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -2999697.750000 Penalty: 5185.601074
	Iteration 25Q: 3 clusters Score -2999698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -2999725.250000 Penalty: 5185.601074
	Iteration 26Q: 3 clusters Score -2999725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -2999736.250000 Penalty: 5185.601074
	Iteration 27Q: 3 clusters Score -2999736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -2999743.000000 Penalty: 5185.601074
	Iteration 28Q: 3 clusters Score -2999743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -2999754.000000 Penalty: 5185.601074
	Iteration 29Q: 3 clusters Score -2999754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -2999767.250000 Penalty: 5185.601074
	Iteration 30Q: 3 clusters Score -2999767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -2999777.250000 Penalty: 5185.601074
	Iteration 31Q: 3 clusters Score -2999777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -2999787.250000 Penalty: 5185.601074
	Iteration 32Q: 3 clusters Score -2999787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -2999786.500000 Penalty: 5185.601074
	Iteration 33Q: 3 clusters Score -2999786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -2999794.000000 Penalty: 5185.601074
	Iteration 34Q: 3 clusters Score -2999794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -2999796.750000 Penalty: 5185.601074
	Iteration 35Q: 3 clusters Score -2999797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -2999809.250000 Penalty: 5185.601074
	Iteration 36Q: 3 clusters Score -2999809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -2999812.250000 Penalty: 5185.601074
	Iteration 37Q: 3 clusters Score -2999812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -2999814.250000 Penalty: 5185.601074
	Iteration 38Q: 3 clusters Score -2999814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -2999816.250000 Penalty: 5185.601074
	Iteration 39Q: 3 clusters Score -2999816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2999829.500000 Penalty: 5185.601074
	Iteration 40F: 3 clusters Score -2999830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -2999834.500000 Penalty: 5185.601074
	Iteration 41Q: 3 clusters Score -2999834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -2999841.500000 Penalty: 5185.601074
	Iteration 42Q: 3 clusters Score -2999842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -2999845.000000 Penalty: 5185.601074
	Iteration 43Q: 3 clusters Score -2999845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -2999845.000000 Penalty: 5185.601074
	Iteration 44Q: 3 clusters Score -2999845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2999848.250000 Penalty: 5185.601074
	Iteration 45Q: 3 clusters Score -2999848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -2999848.750000 Penalty: 5185.601074
	Iteration 46Q: 3 clusters Score -2999849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2999850.000000 Penalty: 5185.601074
	Iteration 47Q: 3 clusters Score -2999850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2999850.000000 Penalty: 5185.601074
	Iteration 48F: 3 clusters Score -2999850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Entering Unmasked Estep 
Score: -759452.562500 Penalty: 2260.938721
	Iteration 0F: 2 clusters Score -759452.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -752228.562500 Penalty: 4521.877441
	Iteration 0F: 3 clusters Score -752228.6 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -754327.875000 Penalty: 4521.877441
	Iteration 1F: 3 clusters Score -754327.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -754707.000000 Penalty: 4521.877441
	Iteration 2F: 3 clusters Score -754707 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -755015.750000 Penalty: 4521.877441
	Iteration 3F: 3 clusters Score -755015.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -755354.750000 Penalty: 4521.877441
	Iteration 4F: 3 clusters Score -755354.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -755687.125000 Penalty: 4521.877441
	Iteration 5F: 3 clusters Score -755687.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -756011.312500 Penalty: 4521.877441
	Iteration 6Q: 3 clusters Score -756011.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -756362.437500 Penalty: 4521.877441
	Iteration 7Q: 3 clusters Score -756362.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -756778.375000 Penalty: 4521.877441
	Iteration 8Q: 3 clusters Score -756778.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -757188.437500 Penalty: 4521.877441
	Iteration 9F: 3 clusters Score -757188.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -757473.875000 Penalty: 4521.877441
	Iteration 10Q: 3 clusters Score -757473.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -757774.000000 Penalty: 4521.877441
	Iteration 11Q: 3 clusters Score -757774 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -758131.312500 Penalty: 4521.877441
	Iteration 12Q: 3 clusters Score -758131.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -758385.500000 Penalty: 4521.877441
	Iteration 13Q: 3 clusters Score -758385.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -758539.625000 Penalty: 4521.877441
	Iteration 14Q: 3 clusters Score -758539.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -758642.625000 Penalty: 4521.877441
	Iteration 15Q: 3 clusters Score -758642.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -758722.500000 Penalty: 4521.877441
	Iteration 16Q: 3 clusters Score -758722.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -758796.312500 Penalty: 4521.877441
	Iteration 17Q: 3 clusters Score -758796.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -758891.375000 Penalty: 4521.877441
	Iteration 18Q: 3 clusters Score -758891.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -759017.937500 Penalty: 4521.877441
	Iteration 19Q: 3 clusters Score -759017.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -759151.250000 Penalty: 4521.877441
	Iteration 20F: 3 clusters Score -759151.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -759285.625000 Penalty: 4521.877441
	Iteration 21Q: 3 clusters Score -759285.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -759375.250000 Penalty: 4521.877441
	Iteration 22Q: 3 clusters Score -759375.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -759443.312500 Penalty: 4521.877441
	Iteration 23Q: 3 clusters Score -759443.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -759485.187500 Penalty: 4521.877441
	Iteration 24Q: 3 clusters Score -759485.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -759515.375000 Penalty: 4521.877441
	Iteration 25Q: 3 clusters Score -759515.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -759537.000000 Penalty: 4521.877441
	Iteration 26Q: 3 clusters Score -759537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -759555.187500 Penalty: 4521.877441
	Iteration 27Q: 3 clusters Score -759555.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -759566.375000 Penalty: 4521.877441
	Iteration 28Q: 3 clusters Score -759566.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -759574.562500 Penalty: 4521.877441
	Iteration 29Q: 3 clusters Score -759574.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -759581.625000 Penalty: 4521.877441
	Iteration 30Q: 3 clusters Score -759581.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -759586.375000 Penalty: 4521.877441
	Iteration 31Q: 3 clusters Score -759586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -759588.312500 Penalty: 4521.877441
	Iteration 32Q: 3 clusters Score -759588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -759591.125000 Penalty: 4521.877441
	Iteration 33Q: 3 clusters Score -759591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -759593.312500 Penalty: 4521.877441
	Iteration 34Q: 3 clusters Score -759593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -759594.750000 Penalty: 4521.877441
	Iteration 35Q: 3 clusters Score -759594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -759596.625000 Penalty: 4521.877441
	Iteration 36Q: 3 clusters Score -759596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -759597.000000 Penalty: 4521.877441
	Iteration 37Q: 3 clusters Score -759597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -759598.250000 Penalty: 4521.877441
	Iteration 38Q: 3 clusters Score -759598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -759597.625000 Penalty: 4521.877441
	Iteration 39Q: 3 clusters Score -759597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -759596.312500 Penalty: 4521.877441
	Iteration 40F: 3 clusters Score -759596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -759596.625000 Penalty: 4521.877441
	Iteration 41Q: 3 clusters Score -759596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -759596.625000 Penalty: 4521.877441
	Iteration 42F: 3 clusters Score -759596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 407278 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145707 members 
Mstep: Class 5 contains 186968 members 
Mstep: Class 6 contains 395028 members 
Mstep: Class 7 contains 29652 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 16924 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 152352 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26423 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28030 members 
Mstep: Class 20 contains 63828 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 24340 members 
Mstep: Class 23 contains 57733 members 
Mstep: Class 24 contains 37872 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
Score: -146445552.000000 Penalty: 88965.937500
Splitting cluster 9 changes total score from -146447072.000000 to -146445552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Entering Unmasked Estep 
Score: -1316322.500000 Penalty: 2380.181396
	Iteration 0F: 2 clusters Score -1316322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1305664.375000 Penalty: 4760.362793
	Iteration 0F: 3 clusters Score -1305664 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1309093.500000 Penalty: 4760.362793
	Iteration 1F: 3 clusters Score -1309094 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1309676.375000 Penalty: 4760.362793
	Iteration 2F: 3 clusters Score -1309676 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1310299.625000 Penalty: 4760.362793
	Iteration 3F: 3 clusters Score -1310300 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1311000.000000 Penalty: 4760.362793
	Iteration 4F: 3 clusters Score -1311000 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1311801.000000 Penalty: 4760.362793
	Iteration 5F: 3 clusters Score -1311801 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1312677.875000 Penalty: 4760.362793
	Iteration 6F: 3 clusters Score -1312678 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1313557.375000 Penalty: 4760.362793
	Iteration 7F: 3 clusters Score -1313557 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1314225.375000 Penalty: 4760.362793
	Iteration 8Q: 3 clusters Score -1314225 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1314616.375000 Penalty: 4760.362793
	Iteration 9Q: 3 clusters Score -1314616 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1314830.375000 Penalty: 4760.362793
	Iteration 10Q: 3 clusters Score -1314830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1314969.250000 Penalty: 4760.362793
	Iteration 11Q: 3 clusters Score -1314969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1315066.500000 Penalty: 4760.362793
	Iteration 12Q: 3 clusters Score -1315066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1315128.875000 Penalty: 4760.362793
	Iteration 13Q: 3 clusters Score -1315129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1315186.375000 Penalty: 4760.362793
	Iteration 14Q: 3 clusters Score -1315186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1315221.000000 Penalty: 4760.362793
	Iteration 15Q: 3 clusters Score -1315221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1315234.625000 Penalty: 4760.362793
	Iteration 16Q: 3 clusters Score -1315235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1315255.875000 Penalty: 4760.362793
	Iteration 17Q: 3 clusters Score -1315256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1315259.875000 Penalty: 4760.362793
	Iteration 18Q: 3 clusters Score -1315260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1315266.000000 Penalty: 4760.362793
	Iteration 19Q: 3 clusters Score -1315266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1315269.125000 Penalty: 4760.362793
	Iteration 20F: 3 clusters Score -1315269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1315275.125000 Penalty: 4760.362793
	Iteration 21Q: 3 clusters Score -1315275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1315282.625000 Penalty: 4760.362793
	Iteration 22Q: 3 clusters Score -1315283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1315287.250000 Penalty: 4760.362793
	Iteration 23Q: 3 clusters Score -1315287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1315288.750000 Penalty: 4760.362793
	Iteration 24Q: 3 clusters Score -1315289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1315288.750000 Penalty: 4760.362793
	Iteration 25Q: 3 clusters Score -1315289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1315292.625000 Penalty: 4760.362793
	Iteration 26Q: 3 clusters Score -1315293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1315294.875000 Penalty: 4760.362793
	Iteration 27Q: 3 clusters Score -1315295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1315292.750000 Penalty: 4760.362793
	Iteration 28Q: 3 clusters Score -1315293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1315297.625000 Penalty: 4760.362793
	Iteration 29Q: 3 clusters Score -1315298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1315299.625000 Penalty: 4760.362793
	Iteration 30Q: 3 clusters Score -1315300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1315301.375000 Penalty: 4760.362793
	Iteration 31Q: 3 clusters Score -1315301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1315305.375000 Penalty: 4760.362793
	Iteration 32Q: 3 clusters Score -1315305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1315311.125000 Penalty: 4760.362793
	Iteration 33Q: 3 clusters Score -1315311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1315314.375000 Penalty: 4760.362793
	Iteration 34Q: 3 clusters Score -1315314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1315314.625000 Penalty: 4760.362793
	Iteration 35Q: 3 clusters Score -1315315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1315319.250000 Penalty: 4760.362793
	Iteration 36Q: 3 clusters Score -1315319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1315319.625000 Penalty: 4760.362793
	Iteration 37Q: 3 clusters Score -1315320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1315319.750000 Penalty: 4760.362793
	Iteration 38Q: 3 clusters Score -1315320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1315320.625000 Penalty: 4760.362793
	Iteration 39Q: 3 clusters Score -1315321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1315319.375000 Penalty: 4760.362793
	Iteration 40F: 3 clusters Score -1315319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1315322.125000 Penalty: 4760.362793
	Iteration 41Q: 3 clusters Score -1315322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1315323.250000 Penalty: 4760.362793
	Iteration 42Q: 3 clusters Score -1315323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1315323.250000 Penalty: 4760.362793
	Iteration 43F: 3 clusters Score -1315323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -23210.689453 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -23210.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21914.925781 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -21914.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22009.642578 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -22009.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22050.632812 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -22050.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22077.541016 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -22077.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22100.626953 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -22100.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22100.626953 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -22100.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Entering Unmasked Estep 
Score: -1284086.375000 Penalty: 2414.649170
	Iteration 0F: 2 clusters Score -1284086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1271959.000000 Penalty: 4829.298340
	Iteration 0F: 3 clusters Score -1271959 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1276858.250000 Penalty: 4829.298340
	Iteration 1F: 3 clusters Score -1276858 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1278665.250000 Penalty: 4829.298340
	Iteration 2F: 3 clusters Score -1278665 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1280410.750000 Penalty: 4829.298340
	Iteration 3F: 3 clusters Score -1280411 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1281517.500000 Penalty: 4829.298340
	Iteration 4F: 3 clusters Score -1281518 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1282175.000000 Penalty: 4829.298340
	Iteration 5F: 3 clusters Score -1282175 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1282609.875000 Penalty: 4829.298340
	Iteration 6Q: 3 clusters Score -1282610 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1282894.000000 Penalty: 4829.298340
	Iteration 7Q: 3 clusters Score -1282894 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1283096.000000 Penalty: 4829.298340
	Iteration 8Q: 3 clusters Score -1283096 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1283242.750000 Penalty: 4829.298340
	Iteration 9Q: 3 clusters Score -1283243 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1283370.375000 Penalty: 4829.298340
	Iteration 10Q: 3 clusters Score -1283370 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1283516.500000 Penalty: 4829.298340
	Iteration 11Q: 3 clusters Score -1283516 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1283678.500000 Penalty: 4829.298340
	Iteration 12Q: 3 clusters Score -1283678 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1283829.000000 Penalty: 4829.298340
	Iteration 13Q: 3 clusters Score -1283829 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1283979.375000 Penalty: 4829.298340
	Iteration 14Q: 3 clusters Score -1283979 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1284125.625000 Penalty: 4829.298340
	Iteration 15Q: 3 clusters Score -1284126 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1284256.625000 Penalty: 4829.298340
	Iteration 16Q: 3 clusters Score -1284257 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1284393.125000 Penalty: 4829.298340
	Iteration 17Q: 3 clusters Score -1284393 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1284525.625000 Penalty: 4829.298340
	Iteration 18Q: 3 clusters Score -1284526 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1284667.250000 Penalty: 4829.298340
	Iteration 19Q: 3 clusters Score -1284667 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1284812.125000 Penalty: 4829.298340
	Iteration 20F: 3 clusters Score -1284812 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1284953.250000 Penalty: 4829.298340
	Iteration 21Q: 3 clusters Score -1284953 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1285107.250000 Penalty: 4829.298340
	Iteration 22Q: 3 clusters Score -1285107 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1285280.125000 Penalty: 4829.298340
	Iteration 23Q: 3 clusters Score -1285280 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1285486.500000 Penalty: 4829.298340
	Iteration 24Q: 3 clusters Score -1285486 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1285715.875000 Penalty: 4829.298340
	Iteration 25Q: 3 clusters Score -1285716 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1286008.750000 Penalty: 4829.298340
	Iteration 26Q: 3 clusters Score -1286009 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1286328.125000 Penalty: 4829.298340
	Iteration 27Q: 3 clusters Score -1286328 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1286659.750000 Penalty: 4829.298340
	Iteration 28Q: 3 clusters Score -1286660 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1286984.000000 Penalty: 4829.298340
	Iteration 29Q: 3 clusters Score -1286984 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1287191.875000 Penalty: 4829.298340
	Iteration 30Q: 3 clusters Score -1287192 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1287299.500000 Penalty: 4829.298340
	Iteration 31Q: 3 clusters Score -1287300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1287337.500000 Penalty: 4829.298340
	Iteration 32Q: 3 clusters Score -1287338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1287365.125000 Penalty: 4829.298340
	Iteration 33Q: 3 clusters Score -1287365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1287381.125000 Penalty: 4829.298340
	Iteration 34Q: 3 clusters Score -1287381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1287399.750000 Penalty: 4829.298340
	Iteration 35Q: 3 clusters Score -1287400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1287413.875000 Penalty: 4829.298340
	Iteration 36Q: 3 clusters Score -1287414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1287417.875000 Penalty: 4829.298340
	Iteration 37Q: 3 clusters Score -1287418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1287421.125000 Penalty: 4829.298340
	Iteration 38Q: 3 clusters Score -1287421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1287423.625000 Penalty: 4829.298340
	Iteration 39Q: 3 clusters Score -1287424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1287425.000000 Penalty: 4829.298340
	Iteration 40F: 3 clusters Score -1287425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1287426.250000 Penalty: 4829.298340
	Iteration 41Q: 3 clusters Score -1287426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1287428.125000 Penalty: 4829.298340
	Iteration 42Q: 3 clusters Score -1287428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1287429.375000 Penalty: 4829.298340
	Iteration 43Q: 3 clusters Score -1287429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1287427.500000 Penalty: 4829.298340
	Iteration 44Q: 3 clusters Score -1287428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1287428.125000 Penalty: 4829.298340
	Iteration 45Q: 3 clusters Score -1287428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1287428.125000 Penalty: 4829.298340
	Iteration 46F: 3 clusters Score -1287428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 407278 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145707 members 
Mstep: Class 5 contains 186968 members 
Mstep: Class 6 contains 395028 members 
Mstep: Class 7 contains 29652 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 14080 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 152352 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26423 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28030 members 
Mstep: Class 20 contains 63828 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 24340 members 
Mstep: Class 23 contains 57733 members 
Mstep: Class 24 contains 37872 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
Score: -146449264.000000 Penalty: 88965.937500
Splitting cluster 13 changes total score from -146447072.000000 to -146449264.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -301848.062500 Penalty: 2044.138184
	Iteration 0F: 2 clusters Score -301848.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -298084.031250 Penalty: 4088.276367
	Iteration 0F: 3 clusters Score -298084 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -298952.781250 Penalty: 4088.276367
	Iteration 1F: 3 clusters Score -298952.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299333.937500 Penalty: 4088.276367
	Iteration 2F: 3 clusters Score -299333.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -299760.875000 Penalty: 4088.276367
	Iteration 3F: 3 clusters Score -299760.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -300214.812500 Penalty: 4088.276367
	Iteration 4F: 3 clusters Score -300214.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300530.281250 Penalty: 4088.276367
	Iteration 5F: 3 clusters Score -300530.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -300706.343750 Penalty: 4088.276367
	Iteration 6Q: 3 clusters Score -300706.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300799.312500 Penalty: 4088.276367
	Iteration 7Q: 3 clusters Score -300799.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -300861.750000 Penalty: 4088.276367
	Iteration 8Q: 3 clusters Score -300861.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -300893.156250 Penalty: 4088.276367
	Iteration 9Q: 3 clusters Score -300893.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -300929.468750 Penalty: 4088.276367
	Iteration 10Q: 3 clusters Score -300929.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -300986.750000 Penalty: 4088.276367
	Iteration 11Q: 3 clusters Score -300986.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -301034.625000 Penalty: 4088.276367
	Iteration 12Q: 3 clusters Score -301034.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -301071.187500 Penalty: 4088.276367
	Iteration 13Q: 3 clusters Score -301071.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -301095.500000 Penalty: 4088.276367
	Iteration 14Q: 3 clusters Score -301095.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -301112.531250 Penalty: 4088.276367
	Iteration 15Q: 3 clusters Score -301112.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301122.906250 Penalty: 4088.276367
	Iteration 16Q: 3 clusters Score -301122.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -301133.187500 Penalty: 4088.276367
	Iteration 17Q: 3 clusters Score -301133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301141.031250 Penalty: 4088.276367
	Iteration 18Q: 3 clusters Score -301141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -301145.187500 Penalty: 4088.276367
	Iteration 19Q: 3 clusters Score -301145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -301148.093750 Penalty: 4088.276367
	Iteration 20F: 3 clusters Score -301148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -301152.500000 Penalty: 4088.276367
	Iteration 21Q: 3 clusters Score -301152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -301155.031250 Penalty: 4088.276367
	Iteration 22Q: 3 clusters Score -301155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -301155.375000 Penalty: 4088.276367
	Iteration 23Q: 3 clusters Score -301155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -301156.625000 Penalty: 4088.276367
	Iteration 24Q: 3 clusters Score -301156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -301157.593750 Penalty: 4088.276367
	Iteration 25Q: 3 clusters Score -301157.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -301157.593750 Penalty: 4088.276367
	Iteration 26F: 3 clusters Score -301157.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (152352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152352 members 
Entering Unmasked Estep 
Score: -13683109.000000 Penalty: 2959.619141
	Iteration 0F: 2 clusters Score -1.368311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -13580974.000000 Penalty: 5919.238281
	Iteration 0F: 3 clusters Score -1.358097e+07 nChanged 72852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -13623521.000000 Penalty: 5919.238281
	Iteration 1F: 3 clusters Score -1.362352e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -13624826.000000 Penalty: 5919.238281
	Iteration 2Q: 3 clusters Score -1.362483e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -13626274.000000 Penalty: 5919.238281
	Iteration 3Q: 3 clusters Score -1.362627e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -13628287.000000 Penalty: 5919.238281
	Iteration 4Q: 3 clusters Score -1.362829e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -13631041.000000 Penalty: 5919.238281
	Iteration 5Q: 3 clusters Score -1.363104e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -13635271.000000 Penalty: 5919.238281
	Iteration 6F: 3 clusters Score -1.363527e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -13641192.000000 Penalty: 5919.238281
	Iteration 7F: 3 clusters Score -1.364119e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -13648661.000000 Penalty: 5919.238281
	Iteration 8F: 3 clusters Score -1.364866e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112531 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -13656270.000000 Penalty: 5919.238281
	Iteration 9F: 3 clusters Score -1.365627e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -13661971.000000 Penalty: 5919.238281
	Iteration 10Q: 3 clusters Score -1.366197e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -13665447.000000 Penalty: 5919.238281
	Iteration 11Q: 3 clusters Score -1.366545e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -13667562.000000 Penalty: 5919.238281
	Iteration 12Q: 3 clusters Score -1.366756e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -13669117.000000 Penalty: 5919.238281
	Iteration 13Q: 3 clusters Score -1.366912e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -13670542.000000 Penalty: 5919.238281
	Iteration 14Q: 3 clusters Score -1.367054e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133979 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -13671787.000000 Penalty: 5919.238281
	Iteration 15Q: 3 clusters Score -1.367179e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136320 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -13672917.000000 Penalty: 5919.238281
	Iteration 16Q: 3 clusters Score -1.367292e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138432 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -13674040.000000 Penalty: 5919.238281
	Iteration 17Q: 3 clusters Score -1.367404e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140396 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -13674932.000000 Penalty: 5919.238281
	Iteration 18Q: 3 clusters Score -1.367493e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142172 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -13675816.000000 Penalty: 5919.238281
	Iteration 19Q: 3 clusters Score -1.367582e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143745 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -13676673.000000 Penalty: 5919.238281
	Iteration 20F: 3 clusters Score -1.367667e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145154 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -13677309.000000 Penalty: 5919.238281
	Iteration 21Q: 3 clusters Score -1.367731e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -13677889.000000 Penalty: 5919.238281
	Iteration 22Q: 3 clusters Score -1.367789e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -13678462.000000 Penalty: 5919.238281
	Iteration 23Q: 3 clusters Score -1.367846e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -13678911.000000 Penalty: 5919.238281
	Iteration 24Q: 3 clusters Score -1.367891e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -13679304.000000 Penalty: 5919.238281
	Iteration 25Q: 3 clusters Score -1.36793e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -13679573.000000 Penalty: 5919.238281
	Iteration 26Q: 3 clusters Score -1.367957e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -13679857.000000 Penalty: 5919.238281
	Iteration 27Q: 3 clusters Score -1.367986e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13679998.000000 Penalty: 5919.238281
	Iteration 28Q: 3 clusters Score -1.368e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150650 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13680147.000000 Penalty: 5919.238281
	Iteration 29Q: 3 clusters Score -1.368015e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13680263.000000 Penalty: 5919.238281
	Iteration 30Q: 3 clusters Score -1.368026e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13680345.000000 Penalty: 5919.238281
	Iteration 31Q: 3 clusters Score -1.368034e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13680417.000000 Penalty: 5919.238281
	Iteration 32Q: 3 clusters Score -1.368042e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151236 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13680458.000000 Penalty: 5919.238281
	Iteration 33Q: 3 clusters Score -1.368046e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13680475.000000 Penalty: 5919.238281
	Iteration 34Q: 3 clusters Score -1.368048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13680489.000000 Penalty: 5919.238281
	Iteration 35Q: 3 clusters Score -1.368049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13680502.000000 Penalty: 5919.238281
	Iteration 36Q: 3 clusters Score -1.36805e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13680516.000000 Penalty: 5919.238281
	Iteration 37Q: 3 clusters Score -1.368052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13680545.000000 Penalty: 5919.238281
	Iteration 38Q: 3 clusters Score -1.368054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -13680557.000000 Penalty: 5919.238281
	Iteration 39Q: 3 clusters Score -1.368056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13680580.000000 Penalty: 5919.238281
	Iteration 40F: 3 clusters Score -1.368058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151548 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13680579.000000 Penalty: 5919.238281
	Iteration 41Q: 3 clusters Score -1.368058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151568 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13680590.000000 Penalty: 5919.238281
	Iteration 42Q: 3 clusters Score -1.368059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13680588.000000 Penalty: 5919.238281
	Iteration 43Q: 3 clusters Score -1.368059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13680586.000000 Penalty: 5919.238281
	Iteration 44Q: 3 clusters Score -1.368059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13680591.000000 Penalty: 5919.238281
	Iteration 45Q: 3 clusters Score -1.368059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13680592.000000 Penalty: 5919.238281
	Iteration 46Q: 3 clusters Score -1.368059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151599 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13680604.000000 Penalty: 5919.238281
	Iteration 47Q: 3 clusters Score -1.36806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13680611.000000 Penalty: 5919.238281
	Iteration 48Q: 3 clusters Score -1.368061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13680604.000000 Penalty: 5919.238281
	Iteration 49Q: 3 clusters Score -1.36806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13680601.000000 Penalty: 5919.238281
	Iteration 50Q: 3 clusters Score -1.36806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13680601.000000 Penalty: 5919.238281
	Iteration 51F: 3 clusters Score -1.36806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Entering Unmasked Estep 
Score: -1544582.875000 Penalty: 2431.774902
	Iteration 0F: 2 clusters Score -1544583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1531774.500000 Penalty: 4863.549805
	Iteration 0F: 3 clusters Score -1531774 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1536414.750000 Penalty: 4863.549805
	Iteration 1F: 3 clusters Score -1536415 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1537610.000000 Penalty: 4863.549805
	Iteration 2F: 3 clusters Score -1537610 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1538987.375000 Penalty: 4863.549805
	Iteration 3F: 3 clusters Score -1538987 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1540025.625000 Penalty: 4863.549805
	Iteration 4F: 3 clusters Score -1540026 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1540730.625000 Penalty: 4863.549805
	Iteration 5F: 3 clusters Score -1540731 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1541192.250000 Penalty: 4863.549805
	Iteration 6Q: 3 clusters Score -1541192 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1541482.375000 Penalty: 4863.549805
	Iteration 7Q: 3 clusters Score -1541482 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1541677.500000 Penalty: 4863.549805
	Iteration 8Q: 3 clusters Score -1541678 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1541840.125000 Penalty: 4863.549805
	Iteration 9Q: 3 clusters Score -1541840 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1541967.500000 Penalty: 4863.549805
	Iteration 10Q: 3 clusters Score -1541968 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1542067.500000 Penalty: 4863.549805
	Iteration 11Q: 3 clusters Score -1542068 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1542167.625000 Penalty: 4863.549805
	Iteration 12Q: 3 clusters Score -1542168 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1542269.250000 Penalty: 4863.549805
	Iteration 13Q: 3 clusters Score -1542269 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1542351.875000 Penalty: 4863.549805
	Iteration 14Q: 3 clusters Score -1542352 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1542441.375000 Penalty: 4863.549805
	Iteration 15Q: 3 clusters Score -1542441 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1542491.000000 Penalty: 4863.549805
	Iteration 16Q: 3 clusters Score -1542491 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1542534.625000 Penalty: 4863.549805
	Iteration 17Q: 3 clusters Score -1542535 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1542561.125000 Penalty: 4863.549805
	Iteration 18Q: 3 clusters Score -1542561 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1542599.625000 Penalty: 4863.549805
	Iteration 19Q: 3 clusters Score -1542600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1542625.750000 Penalty: 4863.549805
	Iteration 20F: 3 clusters Score -1542626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1542646.250000 Penalty: 4863.549805
	Iteration 21Q: 3 clusters Score -1542646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1542682.375000 Penalty: 4863.549805
	Iteration 22Q: 3 clusters Score -1542682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1542701.375000 Penalty: 4863.549805
	Iteration 23Q: 3 clusters Score -1542701 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1542726.375000 Penalty: 4863.549805
	Iteration 24Q: 3 clusters Score -1542726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1542742.250000 Penalty: 4863.549805
	Iteration 25Q: 3 clusters Score -1542742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1542756.250000 Penalty: 4863.549805
	Iteration 26Q: 3 clusters Score -1542756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1542763.375000 Penalty: 4863.549805
	Iteration 27Q: 3 clusters Score -1542763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1542769.000000 Penalty: 4863.549805
	Iteration 28Q: 3 clusters Score -1542769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1542777.750000 Penalty: 4863.549805
	Iteration 29Q: 3 clusters Score -1542778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1542796.250000 Penalty: 4863.549805
	Iteration 30Q: 3 clusters Score -1542796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1542803.250000 Penalty: 4863.549805
	Iteration 31Q: 3 clusters Score -1542803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1542824.250000 Penalty: 4863.549805
	Iteration 32Q: 3 clusters Score -1542824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1542837.875000 Penalty: 4863.549805
	Iteration 33Q: 3 clusters Score -1542838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1542853.625000 Penalty: 4863.549805
	Iteration 34Q: 3 clusters Score -1542854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1542864.625000 Penalty: 4863.549805
	Iteration 35Q: 3 clusters Score -1542865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1542881.125000 Penalty: 4863.549805
	Iteration 36Q: 3 clusters Score -1542881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1542892.875000 Penalty: 4863.549805
	Iteration 37Q: 3 clusters Score -1542893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1542909.625000 Penalty: 4863.549805
	Iteration 38Q: 3 clusters Score -1542910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1542921.625000 Penalty: 4863.549805
	Iteration 39Q: 3 clusters Score -1542922 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1542938.000000 Penalty: 4863.549805
	Iteration 40F: 3 clusters Score -1542938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1542945.000000 Penalty: 4863.549805
	Iteration 41Q: 3 clusters Score -1542945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1542956.750000 Penalty: 4863.549805
	Iteration 42Q: 3 clusters Score -1542957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1542965.875000 Penalty: 4863.549805
	Iteration 43Q: 3 clusters Score -1542966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1542975.750000 Penalty: 4863.549805
	Iteration 44Q: 3 clusters Score -1542976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1542984.625000 Penalty: 4863.549805
	Iteration 45Q: 3 clusters Score -1542985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1542994.125000 Penalty: 4863.549805
	Iteration 46Q: 3 clusters Score -1542994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1542994.875000 Penalty: 4863.549805
	Iteration 47Q: 3 clusters Score -1542995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1543004.125000 Penalty: 4863.549805
	Iteration 48Q: 3 clusters Score -1543004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1543013.375000 Penalty: 4863.549805
	Iteration 49Q: 3 clusters Score -1543013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1543027.500000 Penalty: 4863.549805
	Iteration 50Q: 3 clusters Score -1543028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1543037.625000 Penalty: 4863.549805
	Iteration 51Q: 3 clusters Score -1543038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1543052.250000 Penalty: 4863.549805
	Iteration 52Q: 3 clusters Score -1543052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1543065.625000 Penalty: 4863.549805
	Iteration 53Q: 3 clusters Score -1543066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1543085.875000 Penalty: 4863.549805
	Iteration 54Q: 3 clusters Score -1543086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1543100.250000 Penalty: 4863.549805
	Iteration 55Q: 3 clusters Score -1543100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1543113.500000 Penalty: 4863.549805
	Iteration 56Q: 3 clusters Score -1543114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1543136.375000 Penalty: 4863.549805
	Iteration 57Q: 3 clusters Score -1543136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1543145.250000 Penalty: 4863.549805
	Iteration 58Q: 3 clusters Score -1543145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1543158.500000 Penalty: 4863.549805
	Iteration 59Q: 3 clusters Score -1543158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1543170.750000 Penalty: 4863.549805
	Iteration 60F: 3 clusters Score -1543171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1543183.000000 Penalty: 4863.549805
	Iteration 61Q: 3 clusters Score -1543183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1543185.375000 Penalty: 4863.549805
	Iteration 62Q: 3 clusters Score -1543185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1543200.750000 Penalty: 4863.549805
	Iteration 63Q: 3 clusters Score -1543201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1543213.125000 Penalty: 4863.549805
	Iteration 64Q: 3 clusters Score -1543213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1543227.750000 Penalty: 4863.549805
	Iteration 65Q: 3 clusters Score -1543228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1543235.375000 Penalty: 4863.549805
	Iteration 66Q: 3 clusters Score -1543235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1543248.875000 Penalty: 4863.549805
	Iteration 67Q: 3 clusters Score -1543249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1543255.375000 Penalty: 4863.549805
	Iteration 68Q: 3 clusters Score -1543255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1543261.250000 Penalty: 4863.549805
	Iteration 69Q: 3 clusters Score -1543261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1543260.125000 Penalty: 4863.549805
	Iteration 70Q: 3 clusters Score -1543260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1543266.000000 Penalty: 4863.549805
	Iteration 71Q: 3 clusters Score -1543266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1543268.625000 Penalty: 4863.549805
	Iteration 72Q: 3 clusters Score -1543269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1543267.625000 Penalty: 4863.549805
	Iteration 73Q: 3 clusters Score -1543268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1543272.625000 Penalty: 4863.549805
	Iteration 74Q: 3 clusters Score -1543273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1543274.125000 Penalty: 4863.549805
	Iteration 75Q: 3 clusters Score -1543274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1543279.250000 Penalty: 4863.549805
	Iteration 76Q: 3 clusters Score -1543279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1543278.250000 Penalty: 4863.549805
	Iteration 77Q: 3 clusters Score -1543278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1543284.125000 Penalty: 4863.549805
	Iteration 78Q: 3 clusters Score -1543284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1543282.500000 Penalty: 4863.549805
	Iteration 79Q: 3 clusters Score -1543282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1543287.250000 Penalty: 4863.549805
	Iteration 80F: 3 clusters Score -1543287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1543287.500000 Penalty: 4863.549805
	Iteration 81Q: 3 clusters Score -1543288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1543293.750000 Penalty: 4863.549805
	Iteration 82Q: 3 clusters Score -1543294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1543296.500000 Penalty: 4863.549805
	Iteration 83Q: 3 clusters Score -1543296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1543289.625000 Penalty: 4863.549805
	Iteration 84Q: 3 clusters Score -1543290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1543295.250000 Penalty: 4863.549805
	Iteration 85Q: 3 clusters Score -1543295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1543305.750000 Penalty: 4863.549805
	Iteration 86Q: 3 clusters Score -1543306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1543303.250000 Penalty: 4863.549805
	Iteration 87Q: 3 clusters Score -1543303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1543310.000000 Penalty: 4863.549805
	Iteration 88Q: 3 clusters Score -1543310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1543314.625000 Penalty: 4863.549805
	Iteration 89Q: 3 clusters Score -1543315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1543322.500000 Penalty: 4863.549805
	Iteration 90Q: 3 clusters Score -1543322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1543323.500000 Penalty: 4863.549805
	Iteration 91Q: 3 clusters Score -1543324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1543328.000000 Penalty: 4863.549805
	Iteration 92Q: 3 clusters Score -1543328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1543330.625000 Penalty: 4863.549805
	Iteration 93Q: 3 clusters Score -1543331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1543333.500000 Penalty: 4863.549805
	Iteration 94Q: 3 clusters Score -1543334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1543332.250000 Penalty: 4863.549805
	Iteration 95Q: 3 clusters Score -1543332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1543334.750000 Penalty: 4863.549805
	Iteration 96Q: 3 clusters Score -1543335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1543333.000000 Penalty: 4863.549805
	Iteration 97Q: 3 clusters Score -1543333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1543335.625000 Penalty: 4863.549805
	Iteration 98Q: 3 clusters Score -1543336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1543339.000000 Penalty: 4863.549805
	Iteration 99Q: 3 clusters Score -1543339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1543335.000000 Penalty: 4863.549805
	Iteration 100F: 3 clusters Score -1543335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1543334.000000 Penalty: 4863.549805
	Iteration 101Q: 3 clusters Score -1543334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1543335.750000 Penalty: 4863.549805
	Iteration 102Q: 3 clusters Score -1543336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1543336.250000 Penalty: 4863.549805
	Iteration 103Q: 3 clusters Score -1543336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1543334.250000 Penalty: 4863.549805
	Iteration 104Q: 3 clusters Score -1543334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1543334.250000 Penalty: 4863.549805
	Iteration 105F: 3 clusters Score -1543334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Entering Unmasked Estep 
Score: -2386523.000000 Penalty: 2525.133545
	Iteration 0F: 2 clusters Score -2386523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2368350.000000 Penalty: 5050.267090
	Iteration 0F: 3 clusters Score -2368350 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2374740.000000 Penalty: 5050.267090
	Iteration 1F: 3 clusters Score -2374740 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2375367.750000 Penalty: 5050.267090
	Iteration 2F: 3 clusters Score -2375368 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2375966.500000 Penalty: 5050.267090
	Iteration 3F: 3 clusters Score -2375966 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2376551.500000 Penalty: 5050.267090
	Iteration 4Q: 3 clusters Score -2376552 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2377089.250000 Penalty: 5050.267090
	Iteration 5Q: 3 clusters Score -2377089 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2377573.500000 Penalty: 5050.267090
	Iteration 6Q: 3 clusters Score -2377574 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2378029.750000 Penalty: 5050.267090
	Iteration 7Q: 3 clusters Score -2378030 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2378491.500000 Penalty: 5050.267090
	Iteration 8Q: 3 clusters Score -2378492 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2379037.000000 Penalty: 5050.267090
	Iteration 9Q: 3 clusters Score -2379037 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2379682.000000 Penalty: 5050.267090
	Iteration 10Q: 3 clusters Score -2379682 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2380463.750000 Penalty: 5050.267090
	Iteration 11Q: 3 clusters Score -2380464 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2381316.750000 Penalty: 5050.267090
	Iteration 12Q: 3 clusters Score -2381317 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2382185.500000 Penalty: 5050.267090
	Iteration 13Q: 3 clusters Score -2382186 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2382907.750000 Penalty: 5050.267090
	Iteration 14Q: 3 clusters Score -2382908 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2383407.750000 Penalty: 5050.267090
	Iteration 15Q: 3 clusters Score -2383408 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2383777.250000 Penalty: 5050.267090
	Iteration 16Q: 3 clusters Score -2383777 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2384040.000000 Penalty: 5050.267090
	Iteration 17Q: 3 clusters Score -2384040 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2384278.750000 Penalty: 5050.267090
	Iteration 18Q: 3 clusters Score -2384279 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2384497.000000 Penalty: 5050.267090
	Iteration 19Q: 3 clusters Score -2384497 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2384668.750000 Penalty: 5050.267090
	Iteration 20F: 3 clusters Score -2384669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2384783.750000 Penalty: 5050.267090
	Iteration 21Q: 3 clusters Score -2384784 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2384862.250000 Penalty: 5050.267090
	Iteration 22Q: 3 clusters Score -2384862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2384902.000000 Penalty: 5050.267090
	Iteration 23Q: 3 clusters Score -2384902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2384944.750000 Penalty: 5050.267090
	Iteration 24Q: 3 clusters Score -2384945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2384963.000000 Penalty: 5050.267090
	Iteration 25Q: 3 clusters Score -2384963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2384979.750000 Penalty: 5050.267090
	Iteration 26Q: 3 clusters Score -2384980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2384986.750000 Penalty: 5050.267090
	Iteration 27Q: 3 clusters Score -2384987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2385006.000000 Penalty: 5050.267090
	Iteration 28Q: 3 clusters Score -2385006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2385008.250000 Penalty: 5050.267090
	Iteration 29Q: 3 clusters Score -2385008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2385013.750000 Penalty: 5050.267090
	Iteration 30Q: 3 clusters Score -2385014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2385013.750000 Penalty: 5050.267090
	Iteration 31Q: 3 clusters Score -2385014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2385018.500000 Penalty: 5050.267090
	Iteration 32Q: 3 clusters Score -2385018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2385023.000000 Penalty: 5050.267090
	Iteration 33Q: 3 clusters Score -2385023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2385016.000000 Penalty: 5050.267090
	Iteration 34Q: 3 clusters Score -2385016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2385021.500000 Penalty: 5050.267090
	Iteration 35Q: 3 clusters Score -2385022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2385019.750000 Penalty: 5050.267090
	Iteration 36Q: 3 clusters Score -2385020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2385019.750000 Penalty: 5050.267090
	Iteration 37F: 3 clusters Score -2385020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -355431.812500 Penalty: 2074.859863
	Iteration 0F: 2 clusters Score -355431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -351326.250000 Penalty: 4149.719727
	Iteration 0F: 3 clusters Score -351326.2 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -352309.093750 Penalty: 4149.719727
	Iteration 1F: 3 clusters Score -352309.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -352633.625000 Penalty: 4149.719727
	Iteration 2F: 3 clusters Score -352633.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -352923.750000 Penalty: 4149.719727
	Iteration 3F: 3 clusters Score -352923.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -353162.156250 Penalty: 4149.719727
	Iteration 4F: 3 clusters Score -353162.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -353366.187500 Penalty: 4149.719727
	Iteration 5F: 3 clusters Score -353366.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -353561.937500 Penalty: 4149.719727
	Iteration 6F: 3 clusters Score -353561.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -353716.625000 Penalty: 4149.719727
	Iteration 7Q: 3 clusters Score -353716.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -353834.250000 Penalty: 4149.719727
	Iteration 8Q: 3 clusters Score -353834.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -353922.062500 Penalty: 4149.719727
	Iteration 9Q: 3 clusters Score -353922.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -353978.781250 Penalty: 4149.719727
	Iteration 10Q: 3 clusters Score -353978.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -354020.593750 Penalty: 4149.719727
	Iteration 11Q: 3 clusters Score -354020.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -354055.718750 Penalty: 4149.719727
	Iteration 12Q: 3 clusters Score -354055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -354085.937500 Penalty: 4149.719727
	Iteration 13Q: 3 clusters Score -354085.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -354104.656250 Penalty: 4149.719727
	Iteration 14Q: 3 clusters Score -354104.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -354118.625000 Penalty: 4149.719727
	Iteration 15Q: 3 clusters Score -354118.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -354129.625000 Penalty: 4149.719727
	Iteration 16Q: 3 clusters Score -354129.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -354137.062500 Penalty: 4149.719727
	Iteration 17Q: 3 clusters Score -354137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -354141.500000 Penalty: 4149.719727
	Iteration 18Q: 3 clusters Score -354141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -354145.781250 Penalty: 4149.719727
	Iteration 19Q: 3 clusters Score -354145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -354147.187500 Penalty: 4149.719727
	Iteration 20F: 3 clusters Score -354147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -354148.656250 Penalty: 4149.719727
	Iteration 21Q: 3 clusters Score -354148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -354150.812500 Penalty: 4149.719727
	Iteration 22Q: 3 clusters Score -354150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -354153.812500 Penalty: 4149.719727
	Iteration 23Q: 3 clusters Score -354153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -354155.187500 Penalty: 4149.719727
	Iteration 24Q: 3 clusters Score -354155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -354154.593750 Penalty: 4149.719727
	Iteration 25Q: 3 clusters Score -354154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -354154.593750 Penalty: 4149.719727
	Iteration 26F: 3 clusters Score -354154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Entering Unmasked Estep 
Score: -2376581.500000 Penalty: 2539.775635
	Iteration 0F: 2 clusters Score -2376582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2357394.250000 Penalty: 5079.551270
	Iteration 0F: 3 clusters Score -2357394 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2364045.250000 Penalty: 5079.551270
	Iteration 1F: 3 clusters Score -2364045 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2364439.250000 Penalty: 5079.551270
	Iteration 2Q: 3 clusters Score -2364439 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2364756.500000 Penalty: 5079.551270
	Iteration 3Q: 3 clusters Score -2364756 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2365055.750000 Penalty: 5079.551270
	Iteration 4Q: 3 clusters Score -2365056 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2365342.250000 Penalty: 5079.551270
	Iteration 5Q: 3 clusters Score -2365342 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2365667.250000 Penalty: 5079.551270
	Iteration 6Q: 3 clusters Score -2365667 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2366030.750000 Penalty: 5079.551270
	Iteration 7Q: 3 clusters Score -2366031 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2366464.000000 Penalty: 5079.551270
	Iteration 8Q: 3 clusters Score -2366464 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2367092.250000 Penalty: 5079.551270
	Iteration 9Q: 3 clusters Score -2367092 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2367912.250000 Penalty: 5079.551270
	Iteration 10Q: 3 clusters Score -2367912 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2368768.750000 Penalty: 5079.551270
	Iteration 11F: 3 clusters Score -2368769 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2369442.000000 Penalty: 5079.551270
	Iteration 12Q: 3 clusters Score -2369442 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2370042.250000 Penalty: 5079.551270
	Iteration 13Q: 3 clusters Score -2370042 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2370545.750000 Penalty: 5079.551270
	Iteration 14Q: 3 clusters Score -2370546 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2371022.500000 Penalty: 5079.551270
	Iteration 15Q: 3 clusters Score -2371022 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2371489.250000 Penalty: 5079.551270
	Iteration 16Q: 3 clusters Score -2371489 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2372026.250000 Penalty: 5079.551270
	Iteration 17Q: 3 clusters Score -2372026 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2372640.000000 Penalty: 5079.551270
	Iteration 18Q: 3 clusters Score -2372640 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2373194.500000 Penalty: 5079.551270
	Iteration 19Q: 3 clusters Score -2373194 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2373574.750000 Penalty: 5079.551270
	Iteration 20F: 3 clusters Score -2373575 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2373884.000000 Penalty: 5079.551270
	Iteration 21Q: 3 clusters Score -2373884 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2374111.000000 Penalty: 5079.551270
	Iteration 22Q: 3 clusters Score -2374111 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2374301.000000 Penalty: 5079.551270
	Iteration 23Q: 3 clusters Score -2374301 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2374445.750000 Penalty: 5079.551270
	Iteration 24Q: 3 clusters Score -2374446 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2374571.000000 Penalty: 5079.551270
	Iteration 25Q: 3 clusters Score -2374571 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2374642.250000 Penalty: 5079.551270
	Iteration 26Q: 3 clusters Score -2374642 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2374734.250000 Penalty: 5079.551270
	Iteration 27Q: 3 clusters Score -2374734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2374805.750000 Penalty: 5079.551270
	Iteration 28Q: 3 clusters Score -2374806 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2374865.500000 Penalty: 5079.551270
	Iteration 29Q: 3 clusters Score -2374866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2374921.000000 Penalty: 5079.551270
	Iteration 30Q: 3 clusters Score -2374921 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2374959.500000 Penalty: 5079.551270
	Iteration 31Q: 3 clusters Score -2374960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2374986.750000 Penalty: 5079.551270
	Iteration 32Q: 3 clusters Score -2374987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2375008.750000 Penalty: 5079.551270
	Iteration 33Q: 3 clusters Score -2375009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2375020.000000 Penalty: 5079.551270
	Iteration 34Q: 3 clusters Score -2375020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2375034.250000 Penalty: 5079.551270
	Iteration 35Q: 3 clusters Score -2375034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2375039.750000 Penalty: 5079.551270
	Iteration 36Q: 3 clusters Score -2375040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2375039.500000 Penalty: 5079.551270
	Iteration 37Q: 3 clusters Score -2375040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2375049.500000 Penalty: 5079.551270
	Iteration 38Q: 3 clusters Score -2375050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2375055.750000 Penalty: 5079.551270
	Iteration 39Q: 3 clusters Score -2375056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2375055.000000 Penalty: 5079.551270
	Iteration 40F: 3 clusters Score -2375055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2375057.250000 Penalty: 5079.551270
	Iteration 41Q: 3 clusters Score -2375057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2375057.000000 Penalty: 5079.551270
	Iteration 42Q: 3 clusters Score -2375057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2375061.500000 Penalty: 5079.551270
	Iteration 43Q: 3 clusters Score -2375062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2375064.750000 Penalty: 5079.551270
	Iteration 44Q: 3 clusters Score -2375065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2375065.250000 Penalty: 5079.551270
	Iteration 45Q: 3 clusters Score -2375065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2375064.500000 Penalty: 5079.551270
	Iteration 46Q: 3 clusters Score -2375064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2375059.000000 Penalty: 5079.551270
	Iteration 47Q: 3 clusters Score -2375059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2375058.500000 Penalty: 5079.551270
	Iteration 48Q: 3 clusters Score -2375058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2375063.000000 Penalty: 5079.551270
	Iteration 49Q: 3 clusters Score -2375063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2375063.250000 Penalty: 5079.551270
	Iteration 50Q: 3 clusters Score -2375063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2375064.750000 Penalty: 5079.551270
	Iteration 51Q: 3 clusters Score -2375065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2375067.500000 Penalty: 5079.551270
	Iteration 52Q: 3 clusters Score -2375068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2375068.750000 Penalty: 5079.551270
	Iteration 53Q: 3 clusters Score -2375069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2375070.750000 Penalty: 5079.551270
	Iteration 54Q: 3 clusters Score -2375071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2375067.000000 Penalty: 5079.551270
	Iteration 55Q: 3 clusters Score -2375067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2375067.000000 Penalty: 5079.551270
	Iteration 56Q: 3 clusters Score -2375067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2375068.750000 Penalty: 5079.551270
	Iteration 57Q: 3 clusters Score -2375069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2375070.750000 Penalty: 5079.551270
	Iteration 58Q: 3 clusters Score -2375071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2375071.500000 Penalty: 5079.551270
	Iteration 59Q: 3 clusters Score -2375072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2375071.750000 Penalty: 5079.551270
	Iteration 60F: 3 clusters Score -2375072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2375071.750000 Penalty: 5079.551270
	Iteration 61Q: 3 clusters Score -2375072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2375072.000000 Penalty: 5079.551270
	Iteration 62Q: 3 clusters Score -2375072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2375072.000000 Penalty: 5079.551270
	Iteration 63F: 3 clusters Score -2375072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Entering Unmasked Estep 
Score: -5741597.000000 Penalty: 2743.859131
	Iteration 0F: 2 clusters Score -5741597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5698741.500000 Penalty: 5487.718262
	Iteration 0F: 3 clusters Score -5698742 nChanged 29626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5715463.500000 Penalty: 5487.718262
	Iteration 1F: 3 clusters Score -5715464 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -5716227.500000 Penalty: 5487.718262
	Iteration 2Q: 3 clusters Score -5716228 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -5717381.500000 Penalty: 5487.718262
	Iteration 3Q: 3 clusters Score -5717382 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -5718951.000000 Penalty: 5487.718262
	Iteration 4Q: 3 clusters Score -5718951 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -5721089.500000 Penalty: 5487.718262
	Iteration 5F: 3 clusters Score -5721090 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5723520.500000 Penalty: 5487.718262
	Iteration 6F: 3 clusters Score -5723520 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5725923.500000 Penalty: 5487.718262
	Iteration 7F: 3 clusters Score -5725924 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5727950.000000 Penalty: 5487.718262
	Iteration 8F: 3 clusters Score -5727950 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5729753.000000 Penalty: 5487.718262
	Iteration 9F: 3 clusters Score -5729753 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -5731042.000000 Penalty: 5487.718262
	Iteration 10Q: 3 clusters Score -5731042 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5731837.000000 Penalty: 5487.718262
	Iteration 11Q: 3 clusters Score -5731837 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5732296.500000 Penalty: 5487.718262
	Iteration 12Q: 3 clusters Score -5732296 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5732555.500000 Penalty: 5487.718262
	Iteration 13Q: 3 clusters Score -5732556 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5732681.500000 Penalty: 5487.718262
	Iteration 14Q: 3 clusters Score -5732682 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5732735.500000 Penalty: 5487.718262
	Iteration 15Q: 3 clusters Score -5732736 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -5732814.500000 Penalty: 5487.718262
	Iteration 16Q: 3 clusters Score -5732814 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -5732834.000000 Penalty: 5487.718262
	Iteration 17Q: 3 clusters Score -5732834 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5732885.500000 Penalty: 5487.718262
	Iteration 18Q: 3 clusters Score -5732886 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5732954.000000 Penalty: 5487.718262
	Iteration 19Q: 3 clusters Score -5732954 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5732973.000000 Penalty: 5487.718262
	Iteration 20F: 3 clusters Score -5732973 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -5733054.000000 Penalty: 5487.718262
	Iteration 21Q: 3 clusters Score -5733054 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -5733080.500000 Penalty: 5487.718262
	Iteration 22Q: 3 clusters Score -5733080 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -5733108.500000 Penalty: 5487.718262
	Iteration 23Q: 3 clusters Score -5733108 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5733154.000000 Penalty: 5487.718262
	Iteration 24Q: 3 clusters Score -5733154 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5733192.500000 Penalty: 5487.718262
	Iteration 25Q: 3 clusters Score -5733192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5733203.500000 Penalty: 5487.718262
	Iteration 26Q: 3 clusters Score -5733204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -5733230.500000 Penalty: 5487.718262
	Iteration 27Q: 3 clusters Score -5733230 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5733242.500000 Penalty: 5487.718262
	Iteration 28Q: 3 clusters Score -5733242 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5733266.000000 Penalty: 5487.718262
	Iteration 29Q: 3 clusters Score -5733266 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -5733273.000000 Penalty: 5487.718262
	Iteration 30Q: 3 clusters Score -5733273 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -5733314.000000 Penalty: 5487.718262
	Iteration 31Q: 3 clusters Score -5733314 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -5733345.000000 Penalty: 5487.718262
	Iteration 32Q: 3 clusters Score -5733345 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5733339.000000 Penalty: 5487.718262
	Iteration 33Q: 3 clusters Score -5733339 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5733378.500000 Penalty: 5487.718262
	Iteration 34Q: 3 clusters Score -5733378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -5733371.000000 Penalty: 5487.718262
	Iteration 35Q: 3 clusters Score -5733371 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -5733370.500000 Penalty: 5487.718262
	Iteration 36Q: 3 clusters Score -5733370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5733392.000000 Penalty: 5487.718262
	Iteration 37Q: 3 clusters Score -5733392 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5733432.000000 Penalty: 5487.718262
	Iteration 38Q: 3 clusters Score -5733432 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5733454.500000 Penalty: 5487.718262
	Iteration 39Q: 3 clusters Score -5733454 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5733515.500000 Penalty: 5487.718262
	Iteration 40F: 3 clusters Score -5733516 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5733532.000000 Penalty: 5487.718262
	Iteration 41Q: 3 clusters Score -5733532 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -5733594.000000 Penalty: 5487.718262
	Iteration 42Q: 3 clusters Score -5733594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5733640.500000 Penalty: 5487.718262
	Iteration 43Q: 3 clusters Score -5733640 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5733674.500000 Penalty: 5487.718262
	Iteration 44Q: 3 clusters Score -5733674 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5733724.500000 Penalty: 5487.718262
	Iteration 45Q: 3 clusters Score -5733724 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5733755.000000 Penalty: 5487.718262
	Iteration 46Q: 3 clusters Score -5733755 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -5733800.500000 Penalty: 5487.718262
	Iteration 47Q: 3 clusters Score -5733800 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5733845.500000 Penalty: 5487.718262
	Iteration 48Q: 3 clusters Score -5733846 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5733899.000000 Penalty: 5487.718262
	Iteration 49Q: 3 clusters Score -5733899 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5733988.500000 Penalty: 5487.718262
	Iteration 50Q: 3 clusters Score -5733988 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -5734079.500000 Penalty: 5487.718262
	Iteration 51Q: 3 clusters Score -5734080 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5734176.500000 Penalty: 5487.718262
	Iteration 52Q: 3 clusters Score -5734176 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5734231.000000 Penalty: 5487.718262
	Iteration 53Q: 3 clusters Score -5734231 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5734328.500000 Penalty: 5487.718262
	Iteration 54Q: 3 clusters Score -5734328 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5734428.500000 Penalty: 5487.718262
	Iteration 55Q: 3 clusters Score -5734428 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5734509.500000 Penalty: 5487.718262
	Iteration 56Q: 3 clusters Score -5734510 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5734614.000000 Penalty: 5487.718262
	Iteration 57Q: 3 clusters Score -5734614 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5734772.500000 Penalty: 5487.718262
	Iteration 58Q: 3 clusters Score -5734772 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5734878.500000 Penalty: 5487.718262
	Iteration 59Q: 3 clusters Score -5734878 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5734989.000000 Penalty: 5487.718262
	Iteration 60F: 3 clusters Score -5734989 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -5735117.000000 Penalty: 5487.718262
	Iteration 61Q: 3 clusters Score -5735117 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5735265.500000 Penalty: 5487.718262
	Iteration 62Q: 3 clusters Score -5735266 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5735396.000000 Penalty: 5487.718262
	Iteration 63Q: 3 clusters Score -5735396 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5735579.500000 Penalty: 5487.718262
	Iteration 64Q: 3 clusters Score -5735580 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -5735752.000000 Penalty: 5487.718262
	Iteration 65Q: 3 clusters Score -5735752 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -5735887.000000 Penalty: 5487.718262
	Iteration 66Q: 3 clusters Score -5735887 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -5736082.000000 Penalty: 5487.718262
	Iteration 67Q: 3 clusters Score -5736082 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -5736224.000000 Penalty: 5487.718262
	Iteration 68Q: 3 clusters Score -5736224 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -5736404.000000 Penalty: 5487.718262
	Iteration 69Q: 3 clusters Score -5736404 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -5736606.500000 Penalty: 5487.718262
	Iteration 70Q: 3 clusters Score -5736606 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -5736801.500000 Penalty: 5487.718262
	Iteration 71Q: 3 clusters Score -5736802 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -5736982.500000 Penalty: 5487.718262
	Iteration 72Q: 3 clusters Score -5736982 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -5737164.500000 Penalty: 5487.718262
	Iteration 73Q: 3 clusters Score -5737164 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -5737359.000000 Penalty: 5487.718262
	Iteration 74Q: 3 clusters Score -5737359 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -5737589.500000 Penalty: 5487.718262
	Iteration 75Q: 3 clusters Score -5737590 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -5737781.000000 Penalty: 5487.718262
	Iteration 76Q: 3 clusters Score -5737781 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -5737953.500000 Penalty: 5487.718262
	Iteration 77Q: 3 clusters Score -5737954 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -5738111.500000 Penalty: 5487.718262
	Iteration 78Q: 3 clusters Score -5738112 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -5738280.500000 Penalty: 5487.718262
	Iteration 79Q: 3 clusters Score -5738280 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -5738487.500000 Penalty: 5487.718262
	Iteration 80F: 3 clusters Score -5738488 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -5738695.000000 Penalty: 5487.718262
	Iteration 81Q: 3 clusters Score -5738695 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -5738888.000000 Penalty: 5487.718262
	Iteration 82Q: 3 clusters Score -5738888 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -5739043.000000 Penalty: 5487.718262
	Iteration 83Q: 3 clusters Score -5739043 nChanged 433
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -5739201.000000 Penalty: 5487.718262
	Iteration 84Q: 3 clusters Score -5739201 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -5739359.000000 Penalty: 5487.718262
	Iteration 85Q: 3 clusters Score -5739359 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -5739479.000000 Penalty: 5487.718262
	Iteration 86Q: 3 clusters Score -5739479 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -5739631.000000 Penalty: 5487.718262
	Iteration 87Q: 3 clusters Score -5739631 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -5739727.500000 Penalty: 5487.718262
	Iteration 88Q: 3 clusters Score -5739728 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -5739816.500000 Penalty: 5487.718262
	Iteration 89Q: 3 clusters Score -5739816 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -5739902.500000 Penalty: 5487.718262
	Iteration 90Q: 3 clusters Score -5739902 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -5739955.500000 Penalty: 5487.718262
	Iteration 91Q: 3 clusters Score -5739956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -5739998.500000 Penalty: 5487.718262
	Iteration 92Q: 3 clusters Score -5739998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -5740028.000000 Penalty: 5487.718262
	Iteration 93Q: 3 clusters Score -5740028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -5740054.500000 Penalty: 5487.718262
	Iteration 94Q: 3 clusters Score -5740054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -5740085.500000 Penalty: 5487.718262
	Iteration 95Q: 3 clusters Score -5740086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -5740097.500000 Penalty: 5487.718262
	Iteration 96Q: 3 clusters Score -5740098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -5740116.500000 Penalty: 5487.718262
	Iteration 97Q: 3 clusters Score -5740116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -5740127.500000 Penalty: 5487.718262
	Iteration 98Q: 3 clusters Score -5740128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -5740151.500000 Penalty: 5487.718262
	Iteration 99Q: 3 clusters Score -5740152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -5740152.000000 Penalty: 5487.718262
	Iteration 100F: 3 clusters Score -5740152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -5740170.500000 Penalty: 5487.718262
	Iteration 101Q: 3 clusters Score -5740170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -5740176.500000 Penalty: 5487.718262
	Iteration 102Q: 3 clusters Score -5740176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -5740177.500000 Penalty: 5487.718262
	Iteration 103Q: 3 clusters Score -5740178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -5740182.500000 Penalty: 5487.718262
	Iteration 104Q: 3 clusters Score -5740182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -5740189.000000 Penalty: 5487.718262
	Iteration 105Q: 3 clusters Score -5740189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -5740195.000000 Penalty: 5487.718262
	Iteration 106Q: 3 clusters Score -5740195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -5740203.000000 Penalty: 5487.718262
	Iteration 107Q: 3 clusters Score -5740203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -5740205.000000 Penalty: 5487.718262
	Iteration 108Q: 3 clusters Score -5740205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -5740197.500000 Penalty: 5487.718262
	Iteration 109Q: 3 clusters Score -5740198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -5740209.500000 Penalty: 5487.718262
	Iteration 110Q: 3 clusters Score -5740210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -5740206.000000 Penalty: 5487.718262
	Iteration 111Q: 3 clusters Score -5740206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -5740213.500000 Penalty: 5487.718262
	Iteration 112Q: 3 clusters Score -5740214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -5740212.500000 Penalty: 5487.718262
	Iteration 113Q: 3 clusters Score -5740212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -5740213.000000 Penalty: 5487.718262
	Iteration 114Q: 3 clusters Score -5740213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -5740214.000000 Penalty: 5487.718262
	Iteration 115Q: 3 clusters Score -5740214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -5740214.000000 Penalty: 5487.718262
	Iteration 116F: 3 clusters Score -5740214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -704009.062500 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -704009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -697419.375000 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -697419.4 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -699259.250000 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -699259.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -699581.875000 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -699581.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -699835.937500 Penalty: 4480.726562
	Iteration 3F: 3 clusters Score -699835.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -700088.875000 Penalty: 4480.726562
	Iteration 4Q: 3 clusters Score -700088.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -700292.937500 Penalty: 4480.726562
	Iteration 5Q: 3 clusters Score -700292.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -700480.250000 Penalty: 4480.726562
	Iteration 6Q: 3 clusters Score -700480.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -700668.312500 Penalty: 4480.726562
	Iteration 7Q: 3 clusters Score -700668.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -700884.687500 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -700884.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -701086.187500 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -701086.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -701219.062500 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -701219.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -701341.062500 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -701341.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -701446.437500 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -701446.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -701537.437500 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -701537.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -701627.625000 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -701627.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -701721.562500 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -701721.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -701810.062500 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -701810.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -701890.937500 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -701890.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -701962.375000 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -701962.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -702015.312500 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -702015.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -702050.375000 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -702050.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -702080.312500 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -702080.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -702115.187500 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -702115.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -702154.750000 Penalty: 4480.726562
	Iteration 23Q: 3 clusters Score -702154.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -702189.062500 Penalty: 4480.726562
	Iteration 24Q: 3 clusters Score -702189.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -702221.812500 Penalty: 4480.726562
	Iteration 25Q: 3 clusters Score -702221.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -702248.125000 Penalty: 4480.726562
	Iteration 26Q: 3 clusters Score -702248.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -702274.562500 Penalty: 4480.726562
	Iteration 27Q: 3 clusters Score -702274.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -702291.187500 Penalty: 4480.726562
	Iteration 28Q: 3 clusters Score -702291.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -702304.812500 Penalty: 4480.726562
	Iteration 29Q: 3 clusters Score -702304.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -702315.250000 Penalty: 4480.726562
	Iteration 30Q: 3 clusters Score -702315.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -702322.875000 Penalty: 4480.726562
	Iteration 31Q: 3 clusters Score -702322.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -702335.437500 Penalty: 4480.726562
	Iteration 32Q: 3 clusters Score -702335.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -702348.062500 Penalty: 4480.726562
	Iteration 33Q: 3 clusters Score -702348.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -702369.937500 Penalty: 4480.726562
	Iteration 34Q: 3 clusters Score -702369.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -702384.062500 Penalty: 4480.726562
	Iteration 35Q: 3 clusters Score -702384.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -702403.062500 Penalty: 4480.726562
	Iteration 36Q: 3 clusters Score -702403.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -702424.812500 Penalty: 4480.726562
	Iteration 37Q: 3 clusters Score -702424.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -702454.187500 Penalty: 4480.726562
	Iteration 38Q: 3 clusters Score -702454.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -702488.750000 Penalty: 4480.726562
	Iteration 39Q: 3 clusters Score -702488.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -702535.187500 Penalty: 4480.726562
	Iteration 40F: 3 clusters Score -702535.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -702589.187500 Penalty: 4480.726562
	Iteration 41Q: 3 clusters Score -702589.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -702669.375000 Penalty: 4480.726562
	Iteration 42Q: 3 clusters Score -702669.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -702783.375000 Penalty: 4480.726562
	Iteration 43Q: 3 clusters Score -702783.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -702882.625000 Penalty: 4480.726562
	Iteration 44Q: 3 clusters Score -702882.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -702987.125000 Penalty: 4480.726562
	Iteration 45Q: 3 clusters Score -702987.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -703069.500000 Penalty: 4480.726562
	Iteration 46Q: 3 clusters Score -703069.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -703104.312500 Penalty: 4480.726562
	Iteration 47Q: 3 clusters Score -703104.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -703118.250000 Penalty: 4480.726562
	Iteration 48Q: 3 clusters Score -703118.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -703124.812500 Penalty: 4480.726562
	Iteration 49Q: 3 clusters Score -703124.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -703129.687500 Penalty: 4480.726562
	Iteration 50Q: 3 clusters Score -703129.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -703136.187500 Penalty: 4480.726562
	Iteration 51Q: 3 clusters Score -703136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -703136.625000 Penalty: 4480.726562
	Iteration 52Q: 3 clusters Score -703136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -703135.937500 Penalty: 4480.726562
	Iteration 53Q: 3 clusters Score -703135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -703135.937500 Penalty: 4480.726562
	Iteration 54F: 3 clusters Score -703135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Entering Unmasked Estep 
Score: -2057338.250000 Penalty: 2504.769287
	Iteration 0F: 2 clusters Score -2057338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2040583.625000 Penalty: 5009.538574
	Iteration 0F: 3 clusters Score -2040584 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2046939.125000 Penalty: 5009.538574
	Iteration 1F: 3 clusters Score -2046939 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2047996.875000 Penalty: 5009.538574
	Iteration 2F: 3 clusters Score -2047997 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2049113.250000 Penalty: 5009.538574
	Iteration 3F: 3 clusters Score -2049113 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2050142.000000 Penalty: 5009.538574
	Iteration 4F: 3 clusters Score -2050142 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2051116.500000 Penalty: 5009.538574
	Iteration 5F: 3 clusters Score -2051116 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2052118.500000 Penalty: 5009.538574
	Iteration 6F: 3 clusters Score -2052118 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2053243.875000 Penalty: 5009.538574
	Iteration 7F: 3 clusters Score -2053244 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2054322.000000 Penalty: 5009.538574
	Iteration 8F: 3 clusters Score -2054322 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2055144.500000 Penalty: 5009.538574
	Iteration 9Q: 3 clusters Score -2055144 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2055629.625000 Penalty: 5009.538574
	Iteration 10Q: 3 clusters Score -2055630 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2055926.500000 Penalty: 5009.538574
	Iteration 11Q: 3 clusters Score -2055926 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2056108.500000 Penalty: 5009.538574
	Iteration 12Q: 3 clusters Score -2056108 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2056212.125000 Penalty: 5009.538574
	Iteration 13Q: 3 clusters Score -2056212 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2056285.375000 Penalty: 5009.538574
	Iteration 14Q: 3 clusters Score -2056285 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2056339.875000 Penalty: 5009.538574
	Iteration 15Q: 3 clusters Score -2056340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2056374.500000 Penalty: 5009.538574
	Iteration 16Q: 3 clusters Score -2056374 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2056397.875000 Penalty: 5009.538574
	Iteration 17Q: 3 clusters Score -2056398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2056425.125000 Penalty: 5009.538574
	Iteration 18Q: 3 clusters Score -2056425 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2056444.500000 Penalty: 5009.538574
	Iteration 19Q: 3 clusters Score -2056444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2056472.750000 Penalty: 5009.538574
	Iteration 20F: 3 clusters Score -2056473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2056494.375000 Penalty: 5009.538574
	Iteration 21Q: 3 clusters Score -2056494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2056505.500000 Penalty: 5009.538574
	Iteration 22Q: 3 clusters Score -2056506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2056519.875000 Penalty: 5009.538574
	Iteration 23Q: 3 clusters Score -2056520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2056539.000000 Penalty: 5009.538574
	Iteration 24Q: 3 clusters Score -2056539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2056547.750000 Penalty: 5009.538574
	Iteration 25Q: 3 clusters Score -2056548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2056560.125000 Penalty: 5009.538574
	Iteration 26Q: 3 clusters Score -2056560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2056568.500000 Penalty: 5009.538574
	Iteration 27Q: 3 clusters Score -2056568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2056578.875000 Penalty: 5009.538574
	Iteration 28Q: 3 clusters Score -2056579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2056586.875000 Penalty: 5009.538574
	Iteration 29Q: 3 clusters Score -2056587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2056591.750000 Penalty: 5009.538574
	Iteration 30Q: 3 clusters Score -2056592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2056600.625000 Penalty: 5009.538574
	Iteration 31Q: 3 clusters Score -2056601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2056608.250000 Penalty: 5009.538574
	Iteration 32Q: 3 clusters Score -2056608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2056615.125000 Penalty: 5009.538574
	Iteration 33Q: 3 clusters Score -2056615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2056616.625000 Penalty: 5009.538574
	Iteration 34Q: 3 clusters Score -2056617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2056627.875000 Penalty: 5009.538574
	Iteration 35Q: 3 clusters Score -2056628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2056634.750000 Penalty: 5009.538574
	Iteration 36Q: 3 clusters Score -2056635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2056629.625000 Penalty: 5009.538574
	Iteration 37Q: 3 clusters Score -2056630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2056633.750000 Penalty: 5009.538574
	Iteration 38Q: 3 clusters Score -2056634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2056641.125000 Penalty: 5009.538574
	Iteration 39Q: 3 clusters Score -2056641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2056648.625000 Penalty: 5009.538574
	Iteration 40F: 3 clusters Score -2056649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2056653.000000 Penalty: 5009.538574
	Iteration 41Q: 3 clusters Score -2056653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2056652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2056660.875000 Penalty: 5009.538574
	Iteration 43Q: 3 clusters Score -2056661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2056665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2056675.125000 Penalty: 5009.538574
	Iteration 45Q: 3 clusters Score -2056675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2056675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2056674.375000 Penalty: 5009.538574
	Iteration 47Q: 3 clusters Score -2056674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2056684.750000 Penalty: 5009.538574
	Iteration 48Q: 3 clusters Score -2056685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2056684.500000 Penalty: 5009.538574
	Iteration 49Q: 3 clusters Score -2056684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2056684.625000 Penalty: 5009.538574
	Iteration 50Q: 3 clusters Score -2056685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2056681.000000 Penalty: 5009.538574
	Iteration 51Q: 3 clusters Score -2056681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2056687.375000 Penalty: 5009.538574
	Iteration 52Q: 3 clusters Score -2056687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2056688.000000 Penalty: 5009.538574
	Iteration 53Q: 3 clusters Score -2056688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2056695.000000 Penalty: 5009.538574
	Iteration 54Q: 3 clusters Score -2056695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2056698.500000 Penalty: 5009.538574
	Iteration 55Q: 3 clusters Score -2056698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2056698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2056701.250000 Penalty: 5009.538574
	Iteration 57Q: 3 clusters Score -2056701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2056704.875000 Penalty: 5009.538574
	Iteration 58Q: 3 clusters Score -2056705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2056704.125000 Penalty: 5009.538574
	Iteration 59Q: 3 clusters Score -2056704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2056706.875000 Penalty: 5009.538574
	Iteration 60F: 3 clusters Score -2056707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2056706.000000 Penalty: 5009.538574
	Iteration 61Q: 3 clusters Score -2056706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2056704.625000 Penalty: 5009.538574
	Iteration 62Q: 3 clusters Score -2056705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2056710.375000 Penalty: 5009.538574
	Iteration 63Q: 3 clusters Score -2056710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2056711.000000 Penalty: 5009.538574
	Iteration 64Q: 3 clusters Score -2056711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2056709.125000 Penalty: 5009.538574
	Iteration 65Q: 3 clusters Score -2056709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2056714.250000 Penalty: 5009.538574
	Iteration 66Q: 3 clusters Score -2056714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2056715.000000 Penalty: 5009.538574
	Iteration 67Q: 3 clusters Score -2056715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2056714.375000 Penalty: 5009.538574
	Iteration 68Q: 3 clusters Score -2056714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2056721.875000 Penalty: 5009.538574
	Iteration 69Q: 3 clusters Score -2056722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2056721.750000 Penalty: 5009.538574
	Iteration 70Q: 3 clusters Score -2056722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2056715.625000 Penalty: 5009.538574
	Iteration 71Q: 3 clusters Score -2056716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2056718.125000 Penalty: 5009.538574
	Iteration 72Q: 3 clusters Score -2056718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2056718.625000 Penalty: 5009.538574
	Iteration 73Q: 3 clusters Score -2056719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2056721.250000 Penalty: 5009.538574
	Iteration 74Q: 3 clusters Score -2056721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2056720.750000 Penalty: 5009.538574
	Iteration 75Q: 3 clusters Score -2056721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2056717.875000 Penalty: 5009.538574
	Iteration 76Q: 3 clusters Score -2056718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2056718.250000 Penalty: 5009.538574
	Iteration 77Q: 3 clusters Score -2056718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2056716.750000 Penalty: 5009.538574
	Iteration 78Q: 3 clusters Score -2056717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2056718.625000 Penalty: 5009.538574
	Iteration 79Q: 3 clusters Score -2056719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2056718.000000 Penalty: 5009.538574
	Iteration 80F: 3 clusters Score -2056718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2056723.750000 Penalty: 5009.538574
	Iteration 81Q: 3 clusters Score -2056724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2056724.000000 Penalty: 5009.538574
	Iteration 82Q: 3 clusters Score -2056724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2056723.125000 Penalty: 5009.538574
	Iteration 83Q: 3 clusters Score -2056723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2056722.875000 Penalty: 5009.538574
	Iteration 84Q: 3 clusters Score -2056723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2056725.750000 Penalty: 5009.538574
	Iteration 85Q: 3 clusters Score -2056726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2056722.875000 Penalty: 5009.538574
	Iteration 86Q: 3 clusters Score -2056723 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2056721.375000 Penalty: 5009.538574
	Iteration 87Q: 3 clusters Score -2056721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2056720.625000 Penalty: 5009.538574
	Iteration 88Q: 3 clusters Score -2056721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2056722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2056721.625000 Penalty: 5009.538574
	Iteration 90Q: 3 clusters Score -2056722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2056721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2056718.125000 Penalty: 5009.538574
	Iteration 92Q: 3 clusters Score -2056718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2056722.375000 Penalty: 5009.538574
	Iteration 93Q: 3 clusters Score -2056722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2056716.875000 Penalty: 5009.538574
	Iteration 94Q: 3 clusters Score -2056717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2056726 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2056726.875000 Penalty: 5009.538574
	Iteration 96Q: 3 clusters Score -2056727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2056729.125000 Penalty: 5009.538574
	Iteration 97Q: 3 clusters Score -2056729 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2056727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2056727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2056731.875000 Penalty: 5009.538574
	Iteration 100F: 3 clusters Score -2056732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2056730.500000 Penalty: 5009.538574
	Iteration 101Q: 3 clusters Score -2056730 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2056734.000000 Penalty: 5009.538574
	Iteration 102Q: 3 clusters Score -2056734 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2056736.750000 Penalty: 5009.538574
	Iteration 103Q: 3 clusters Score -2056737 nChanged 10
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Mstep: Class 1 contains 7030 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2056735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2056732.000000 Penalty: 5009.538574
	Iteration 105Q: 3 clusters Score -2056732 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2056735 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2056740.125000 Penalty: 5009.538574
	Iteration 107Q: 3 clusters Score -2056740 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2056739.875000 Penalty: 5009.538574
	Iteration 108Q: 3 clusters Score -2056740 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2056739.375000 Penalty: 5009.538574
	Iteration 109Q: 3 clusters Score -2056739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2056739.625000 Penalty: 5009.538574
	Iteration 110Q: 3 clusters Score -2056740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2056742.000000 Penalty: 5009.538574
	Iteration 111Q: 3 clusters Score -2056742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2056745.750000 Penalty: 5009.538574
	Iteration 112Q: 3 clusters Score -2056746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2056746.750000 Penalty: 5009.538574
	Iteration 113Q: 3 clusters Score -2056747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2056746.375000 Penalty: 5009.538574
	Iteration 114Q: 3 clusters Score -2056746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2056750.750000 Penalty: 5009.538574
	Iteration 115Q: 3 clusters Score -2056751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2056754.375000 Penalty: 5009.538574
	Iteration 116Q: 3 clusters Score -2056754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2056758.000000 Penalty: 5009.538574
	Iteration 117Q: 3 clusters Score -2056758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2056759.375000 Penalty: 5009.538574
	Iteration 118Q: 3 clusters Score -2056759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2056755.500000 Penalty: 5009.538574
	Iteration 119Q: 3 clusters Score -2056756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2056759.125000 Penalty: 5009.538574
	Iteration 120F: 3 clusters Score -2056759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2056763.750000 Penalty: 5009.538574
	Iteration 121Q: 3 clusters Score -2056764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2056761.750000 Penalty: 5009.538574
	Iteration 122Q: 3 clusters Score -2056762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2056756.125000 Penalty: 5009.538574
	Iteration 123Q: 3 clusters Score -2056756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2056755.125000 Penalty: 5009.538574
	Iteration 124Q: 3 clusters Score -2056755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2056757.250000 Penalty: 5009.538574
	Iteration 125Q: 3 clusters Score -2056757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2056761.250000 Penalty: 5009.538574
	Iteration 126Q: 3 clusters Score -2056761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2056758.375000 Penalty: 5009.538574
	Iteration 127Q: 3 clusters Score -2056758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2056761.375000 Penalty: 5009.538574
	Iteration 128Q: 3 clusters Score -2056761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2056761.000000 Penalty: 5009.538574
	Iteration 129Q: 3 clusters Score -2056761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2056761.000000 Penalty: 5009.538574
	Iteration 130F: 3 clusters Score -2056761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (57733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Entering Unmasked Estep 
Score: -5210210.000000 Penalty: 2718.968750
	Iteration 0F: 2 clusters Score -5210210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5171281.500000 Penalty: 5437.937500
	Iteration 0F: 3 clusters Score -5171282 nChanged 26952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -5186215.500000 Penalty: 5437.937500
	Iteration 1F: 3 clusters Score -5186216 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5186653.500000 Penalty: 5437.937500
	Iteration 2Q: 3 clusters Score -5186654 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -5187091.500000 Penalty: 5437.937500
	Iteration 3Q: 3 clusters Score -5187092 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -5187427.500000 Penalty: 5437.937500
	Iteration 4Q: 3 clusters Score -5187428 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -5187687.500000 Penalty: 5437.937500
	Iteration 5Q: 3 clusters Score -5187688 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -5188029.500000 Penalty: 5437.937500
	Iteration 6Q: 3 clusters Score -5188030 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5188386.000000 Penalty: 5437.937500
	Iteration 7Q: 3 clusters Score -5188386 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5188811.000000 Penalty: 5437.937500
	Iteration 8Q: 3 clusters Score -5188811 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -5189283.500000 Penalty: 5437.937500
	Iteration 9Q: 3 clusters Score -5189284 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5189964.500000 Penalty: 5437.937500
	Iteration 10Q: 3 clusters Score -5189964 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -5190974.500000 Penalty: 5437.937500
	Iteration 11Q: 3 clusters Score -5190974 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -5192526.000000 Penalty: 5437.937500
	Iteration 12Q: 3 clusters Score -5192526 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -5194596.000000 Penalty: 5437.937500
	Iteration 13F: 3 clusters Score -5194596 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -5196864.500000 Penalty: 5437.937500
	Iteration 14F: 3 clusters Score -5196864 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5199023.000000 Penalty: 5437.937500
	Iteration 15F: 3 clusters Score -5199023 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5200751.500000 Penalty: 5437.937500
	Iteration 16Q: 3 clusters Score -5200752 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5202005.000000 Penalty: 5437.937500
	Iteration 17Q: 3 clusters Score -5202005 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -5202939.000000 Penalty: 5437.937500
	Iteration 18Q: 3 clusters Score -5202939 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -5203703.500000 Penalty: 5437.937500
	Iteration 19Q: 3 clusters Score -5203704 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -5204358.000000 Penalty: 5437.937500
	Iteration 20F: 3 clusters Score -5204358 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -5204942.500000 Penalty: 5437.937500
	Iteration 21Q: 3 clusters Score -5204942 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -5205422.000000 Penalty: 5437.937500
	Iteration 22Q: 3 clusters Score -5205422 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -5205882.500000 Penalty: 5437.937500
	Iteration 23Q: 3 clusters Score -5205882 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -5206248.000000 Penalty: 5437.937500
	Iteration 24Q: 3 clusters Score -5206248 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -5206588.500000 Penalty: 5437.937500
	Iteration 25Q: 3 clusters Score -5206588 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -5206821.500000 Penalty: 5437.937500
	Iteration 26Q: 3 clusters Score -5206822 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -5207072.000000 Penalty: 5437.937500
	Iteration 27Q: 3 clusters Score -5207072 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -5207311.000000 Penalty: 5437.937500
	Iteration 28Q: 3 clusters Score -5207311 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -5207448.500000 Penalty: 5437.937500
	Iteration 29Q: 3 clusters Score -5207448 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -5207568.500000 Penalty: 5437.937500
	Iteration 30Q: 3 clusters Score -5207568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -5207677.500000 Penalty: 5437.937500
	Iteration 31Q: 3 clusters Score -5207678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -5207737.500000 Penalty: 5437.937500
	Iteration 32Q: 3 clusters Score -5207738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -5207805.000000 Penalty: 5437.937500
	Iteration 33Q: 3 clusters Score -5207805 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -5207832.000000 Penalty: 5437.937500
	Iteration 34Q: 3 clusters Score -5207832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5207867.500000 Penalty: 5437.937500
	Iteration 35Q: 3 clusters Score -5207868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -5207894.000000 Penalty: 5437.937500
	Iteration 36Q: 3 clusters Score -5207894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -5207900.000000 Penalty: 5437.937500
	Iteration 37Q: 3 clusters Score -5207900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -5207919.500000 Penalty: 5437.937500
	Iteration 38Q: 3 clusters Score -5207920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -5207931.500000 Penalty: 5437.937500
	Iteration 39Q: 3 clusters Score -5207932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -5207951.500000 Penalty: 5437.937500
	Iteration 40F: 3 clusters Score -5207952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -5207951.500000 Penalty: 5437.937500
	Iteration 41Q: 3 clusters Score -5207952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -5207954.500000 Penalty: 5437.937500
	Iteration 42Q: 3 clusters Score -5207954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -5207968.500000 Penalty: 5437.937500
	Iteration 43Q: 3 clusters Score -5207968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -5207965.000000 Penalty: 5437.937500
	Iteration 44Q: 3 clusters Score -5207965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -5207975.500000 Penalty: 5437.937500
	Iteration 45Q: 3 clusters Score -5207976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -5207986.500000 Penalty: 5437.937500
	Iteration 46Q: 3 clusters Score -5207986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -5207987.500000 Penalty: 5437.937500
	Iteration 47Q: 3 clusters Score -5207988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -5207985.000000 Penalty: 5437.937500
	Iteration 48Q: 3 clusters Score -5207985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -5207982.500000 Penalty: 5437.937500
	Iteration 49Q: 3 clusters Score -5207982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -5207988.000000 Penalty: 5437.937500
	Iteration 50Q: 3 clusters Score -5207988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -5207988.500000 Penalty: 5437.937500
	Iteration 51Q: 3 clusters Score -5207988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -5207988.500000 Penalty: 5437.937500
	Iteration 52F: 3 clusters Score -5207988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Entering Unmasked Estep 
Score: -3266935.500000 Penalty: 2614.407959
	Iteration 0F: 2 clusters Score -3266936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3241129.750000 Penalty: 5228.815918
	Iteration 0F: 3 clusters Score -3241130 nChanged 17257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3250739.000000 Penalty: 5228.815918
	Iteration 1F: 3 clusters Score -3250739 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3251449.000000 Penalty: 5228.815918
	Iteration 2Q: 3 clusters Score -3251449 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3252186.500000 Penalty: 5228.815918
	Iteration 3Q: 3 clusters Score -3252186 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3253076.500000 Penalty: 5228.815918
	Iteration 4F: 3 clusters Score -3253076 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3254102.500000 Penalty: 5228.815918
	Iteration 5F: 3 clusters Score -3254102 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3255174.000000 Penalty: 5228.815918
	Iteration 6F: 3 clusters Score -3255174 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3256256.750000 Penalty: 5228.815918
	Iteration 7F: 3 clusters Score -3256257 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3257303.250000 Penalty: 5228.815918
	Iteration 8F: 3 clusters Score -3257303 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3258276.250000 Penalty: 5228.815918
	Iteration 9Q: 3 clusters Score -3258276 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3259330.250000 Penalty: 5228.815918
	Iteration 10Q: 3 clusters Score -3259330 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3260344.750000 Penalty: 5228.815918
	Iteration 11Q: 3 clusters Score -3260345 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3261170.500000 Penalty: 5228.815918
	Iteration 12Q: 3 clusters Score -3261170 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3261858.500000 Penalty: 5228.815918
	Iteration 13Q: 3 clusters Score -3261858 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3262471.000000 Penalty: 5228.815918
	Iteration 14Q: 3 clusters Score -3262471 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3262937.500000 Penalty: 5228.815918
	Iteration 15Q: 3 clusters Score -3262938 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3263292.250000 Penalty: 5228.815918
	Iteration 16Q: 3 clusters Score -3263292 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3263598.750000 Penalty: 5228.815918
	Iteration 17Q: 3 clusters Score -3263599 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3263872.750000 Penalty: 5228.815918
	Iteration 18Q: 3 clusters Score -3263873 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3264096.500000 Penalty: 5228.815918
	Iteration 19Q: 3 clusters Score -3264096 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -3264298.250000 Penalty: 5228.815918
	Iteration 20F: 3 clusters Score -3264298 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3264481.750000 Penalty: 5228.815918
	Iteration 21Q: 3 clusters Score -3264482 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -3264620.500000 Penalty: 5228.815918
	Iteration 22Q: 3 clusters Score -3264620 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -3264709.000000 Penalty: 5228.815918
	Iteration 23Q: 3 clusters Score -3264709 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3264790.500000 Penalty: 5228.815918
	Iteration 24Q: 3 clusters Score -3264790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3264849.500000 Penalty: 5228.815918
	Iteration 25Q: 3 clusters Score -3264850 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3264909.500000 Penalty: 5228.815918
	Iteration 26Q: 3 clusters Score -3264910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3264937.500000 Penalty: 5228.815918
	Iteration 27Q: 3 clusters Score -3264938 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3264991.500000 Penalty: 5228.815918
	Iteration 28Q: 3 clusters Score -3264992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3265020.250000 Penalty: 5228.815918
	Iteration 29Q: 3 clusters Score -3265020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -3265060.000000 Penalty: 5228.815918
	Iteration 30Q: 3 clusters Score -3265060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -3265072.500000 Penalty: 5228.815918
	Iteration 31Q: 3 clusters Score -3265072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -3265096.750000 Penalty: 5228.815918
	Iteration 32Q: 3 clusters Score -3265097 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3265131.250000 Penalty: 5228.815918
	Iteration 33Q: 3 clusters Score -3265131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3265164.750000 Penalty: 5228.815918
	Iteration 34Q: 3 clusters Score -3265165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -3265167.750000 Penalty: 5228.815918
	Iteration 35Q: 3 clusters Score -3265168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -3265178.500000 Penalty: 5228.815918
	Iteration 36Q: 3 clusters Score -3265178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3265201.500000 Penalty: 5228.815918
	Iteration 37Q: 3 clusters Score -3265202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -3265216.000000 Penalty: 5228.815918
	Iteration 38Q: 3 clusters Score -3265216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3265231.000000 Penalty: 5228.815918
	Iteration 39Q: 3 clusters Score -3265231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -3265243.250000 Penalty: 5228.815918
	Iteration 40F: 3 clusters Score -3265243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -3265263.000000 Penalty: 5228.815918
	Iteration 41Q: 3 clusters Score -3265263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -3265261.250000 Penalty: 5228.815918
	Iteration 42Q: 3 clusters Score -3265261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3265268.500000 Penalty: 5228.815918
	Iteration 43Q: 3 clusters Score -3265268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3265261.000000 Penalty: 5228.815918
	Iteration 44Q: 3 clusters Score -3265261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3265269.750000 Penalty: 5228.815918
	Iteration 45Q: 3 clusters Score -3265270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -3265277.000000 Penalty: 5228.815918
	Iteration 46Q: 3 clusters Score -3265277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -3265277.250000 Penalty: 5228.815918
	Iteration 47Q: 3 clusters Score -3265277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -3265284.750000 Penalty: 5228.815918
	Iteration 48Q: 3 clusters Score -3265285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3265287.000000 Penalty: 5228.815918
	Iteration 49Q: 3 clusters Score -3265287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3265292.000000 Penalty: 5228.815918
	Iteration 50Q: 3 clusters Score -3265292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3265308.750000 Penalty: 5228.815918
	Iteration 51Q: 3 clusters Score -3265309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -3265306.750000 Penalty: 5228.815918
	Iteration 52Q: 3 clusters Score -3265307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3265314.500000 Penalty: 5228.815918
	Iteration 53Q: 3 clusters Score -3265314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3265318.750000 Penalty: 5228.815918
	Iteration 54Q: 3 clusters Score -3265319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3265316.750000 Penalty: 5228.815918
	Iteration 55Q: 3 clusters Score -3265317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3265317.500000 Penalty: 5228.815918
	Iteration 56Q: 3 clusters Score -3265318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -3265316.750000 Penalty: 5228.815918
	Iteration 57Q: 3 clusters Score -3265317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -3265315.750000 Penalty: 5228.815918
	Iteration 58Q: 3 clusters Score -3265316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3265318.750000 Penalty: 5228.815918
	Iteration 59Q: 3 clusters Score -3265319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3265322.750000 Penalty: 5228.815918
	Iteration 60F: 3 clusters Score -3265323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -3265321.750000 Penalty: 5228.815918
	Iteration 61Q: 3 clusters Score -3265322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -3265319.000000 Penalty: 5228.815918
	Iteration 62Q: 3 clusters Score -3265319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3265326.000000 Penalty: 5228.815918
	Iteration 63Q: 3 clusters Score -3265326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -3265334.750000 Penalty: 5228.815918
	Iteration 64Q: 3 clusters Score -3265335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3265349.500000 Penalty: 5228.815918
	Iteration 65Q: 3 clusters Score -3265350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -3265352.500000 Penalty: 5228.815918
	Iteration 66Q: 3 clusters Score -3265352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -3265352.250000 Penalty: 5228.815918
	Iteration 67Q: 3 clusters Score -3265352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3265355.500000 Penalty: 5228.815918
	Iteration 68Q: 3 clusters Score -3265356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -3265368.000000 Penalty: 5228.815918
	Iteration 69Q: 3 clusters Score -3265368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -3265364.750000 Penalty: 5228.815918
	Iteration 70Q: 3 clusters Score -3265365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -3265367.750000 Penalty: 5228.815918
	Iteration 71Q: 3 clusters Score -3265368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -3265367.000000 Penalty: 5228.815918
	Iteration 72Q: 3 clusters Score -3265367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -3265367.000000 Penalty: 5228.815918
	Iteration 73Q: 3 clusters Score -3265367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -3265369.500000 Penalty: 5228.815918
	Iteration 74Q: 3 clusters Score -3265370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -3265363.500000 Penalty: 5228.815918
	Iteration 75Q: 3 clusters Score -3265364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3265362.000000 Penalty: 5228.815918
	Iteration 76Q: 3 clusters Score -3265362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3265364.500000 Penalty: 5228.815918
	Iteration 77Q: 3 clusters Score -3265364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -3265364.500000 Penalty: 5228.815918
	Iteration 78Q: 3 clusters Score -3265364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -3265362.750000 Penalty: 5228.815918
	Iteration 79Q: 3 clusters Score -3265363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3265368.000000 Penalty: 5228.815918
	Iteration 80F: 3 clusters Score -3265368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -3265367.250000 Penalty: 5228.815918
	Iteration 81Q: 3 clusters Score -3265367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3265369.000000 Penalty: 5228.815918
	Iteration 82Q: 3 clusters Score -3265369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3265367.000000 Penalty: 5228.815918
	Iteration 83Q: 3 clusters Score -3265367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3265366.750000 Penalty: 5228.815918
	Iteration 84Q: 3 clusters Score -3265367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3265364.250000 Penalty: 5228.815918
	Iteration 85Q: 3 clusters Score -3265364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3265362.750000 Penalty: 5228.815918
	Iteration 86Q: 3 clusters Score -3265363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3265362.750000 Penalty: 5228.815918
	Iteration 87F: 3 clusters Score -3265363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -100108.757812 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -100108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98003.617188 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -98003.62 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98364.453125 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -98364.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98554.531250 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -98554.53 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98677.671875 Penalty: 3550.623047
	Iteration 3F: 3 clusters Score -98677.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98788.281250 Penalty: 3550.623047
	Iteration 4F: 3 clusters Score -98788.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98880.984375 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -98880.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99026.625000 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -99026.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99155.609375 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -99155.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -99219.367188 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -99219.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99241.945312 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -99241.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99264.632812 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -99264.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99275.140625 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -99275.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99284.250000 Penalty: 3550.623047
	Iteration 12Q: 3 clusters Score -99284.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99292.164062 Penalty: 3550.623047
	Iteration 13Q: 3 clusters Score -99292.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -99302.359375 Penalty: 3550.623047
	Iteration 14Q: 3 clusters Score -99302.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99305.656250 Penalty: 3550.623047
	Iteration 15Q: 3 clusters Score -99305.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99308.289062 Penalty: 3550.623047
	Iteration 16Q: 3 clusters Score -99308.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99311.671875 Penalty: 3550.623047
	Iteration 17Q: 3 clusters Score -99311.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99312.437500 Penalty: 3550.623047
	Iteration 18Q: 3 clusters Score -99312.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99312.437500 Penalty: 3550.623047
	Iteration 19F: 3 clusters Score -99312.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 407278 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 145707 members 
Mstep: Class 5 contains 186968 members 
Mstep: Class 6 contains 395028 members 
Mstep: Class 7 contains 29652 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 14728 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 152352 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26423 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 28030 members 
Mstep: Class 20 contains 63828 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 24340 members 
Mstep: Class 23 contains 57733 members 
Mstep: Class 24 contains 37872 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450112.000000 Penalty: 88965.937500
Iteration 79Q: 26 clusters Score -1.464501e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 407319 members 
Mstep: Class 3 contains 24330 members 
Mstep: Class 4 contains 145723 members 
Mstep: Class 5 contains 186977 members 
Mstep: Class 6 contains 395051 members 
Mstep: Class 7 contains 29695 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 13476 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 152359 members 
Mstep: Class 16 contains 18188 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 28035 members 
Mstep: Class 20 contains 63815 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 24248 members 
Mstep: Class 23 contains 57728 members 
Mstep: Class 24 contains 37927 members 
Mstep: Class 25 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450560.000000 Penalty: 88965.937500
Iteration 80F: 26 clusters Score -1.464506e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 407212 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 145724 members 
Mstep: Class 5 contains 186955 members 
Mstep: Class 6 contains 394982 members 
Mstep: Class 7 contains 29677 members 
Mstep: Class 8 contains 34640 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 13799 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 152365 members 
Mstep: Class 16 contains 18187 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 28005 members 
Mstep: Class 20 contains 63809 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 24086 members 
Mstep: Class 23 contains 57727 members 
Mstep: Class 24 contains 37917 members 
Mstep: Class 25 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450944.000000 Penalty: 88965.937500
Iteration 81Q: 26 clusters Score -1.464509e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 407122 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 145731 members 
Mstep: Class 5 contains 186958 members 
Mstep: Class 6 contains 394940 members 
Mstep: Class 7 contains 29668 members 
Mstep: Class 8 contains 34638 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 13972 members 
Mstep: Class 13 contains 3737 members 
Mstep: Class 14 contains 3871 members 
Mstep: Class 15 contains 152377 members 
Mstep: Class 16 contains 18179 members 
Mstep: Class 17 contains 26425 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 27982 members 
Mstep: Class 20 contains 63806 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 23959 members 
Mstep: Class 23 contains 57725 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451312.000000 Penalty: 88965.937500
Iteration 82Q: 26 clusters Score -1.464513e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 407048 members 
Mstep: Class 3 contains 24327 members 
Mstep: Class 4 contains 145729 members 
Mstep: Class 5 contains 186978 members 
Mstep: Class 6 contains 394913 members 
Mstep: Class 7 contains 29671 members 
Mstep: Class 8 contains 34648 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 14074 members 
Mstep: Class 13 contains 3888 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 152394 members 
Mstep: Class 16 contains 18183 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 27954 members 
Mstep: Class 20 contains 63790 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 57717 members 
Mstep: Class 24 contains 37969 members 
Mstep: Class 25 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451392.000000 Penalty: 88965.937500
Iteration 83Q: 26 clusters Score -1.464514e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 407010 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 145731 members 
Mstep: Class 5 contains 186989 members 
Mstep: Class 6 contains 394888 members 
Mstep: Class 7 contains 29676 members 
Mstep: Class 8 contains 34657 members 
Mstep: Class 9 contains 8975 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 14132 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 3897 members 
Mstep: Class 15 contains 152407 members 
Mstep: Class 16 contains 18181 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 27930 members 
Mstep: Class 20 contains 63787 members 
Mstep: Class 21 contains 8111 members 
Mstep: Class 22 contains 23709 members 
Mstep: Class 23 contains 57716 members 
Mstep: Class 24 contains 38005 members 
Mstep: Class 25 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451504.000000 Penalty: 88965.937500
Iteration 84Q: 26 clusters Score -1.464515e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 406986 members 
Mstep: Class 3 contains 24324 members 
Mstep: Class 4 contains 145729 members 
Mstep: Class 5 contains 187006 members 
Mstep: Class 6 contains 394885 members 
Mstep: Class 7 contains 29680 members 
Mstep: Class 8 contains 34673 members 
Mstep: Class 9 contains 8954 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 14187 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 152414 members 
Mstep: Class 16 contains 18166 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 27912 members 
Mstep: Class 20 contains 63769 members 
Mstep: Class 21 contains 8053 members 
Mstep: Class 22 contains 23576 members 
Mstep: Class 23 contains 57715 members 
Mstep: Class 24 contains 38036 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451616.000000 Penalty: 88965.937500
Iteration 85Q: 26 clusters Score -1.464516e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 406936 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 145737 members 
Mstep: Class 5 contains 187019 members 
Mstep: Class 6 contains 394884 members 
Mstep: Class 7 contains 29686 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 14234 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 152427 members 
Mstep: Class 16 contains 18147 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 27890 members 
Mstep: Class 20 contains 63749 members 
Mstep: Class 21 contains 8019 members 
Mstep: Class 22 contains 23504 members 
Mstep: Class 23 contains 57713 members 
Mstep: Class 24 contains 38058 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451712.000000 Penalty: 88965.937500
Iteration 86Q: 26 clusters Score -1.464517e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 406900 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 145737 members 
Mstep: Class 5 contains 187032 members 
Mstep: Class 6 contains 394877 members 
Mstep: Class 7 contains 29690 members 
Mstep: Class 8 contains 34693 members 
Mstep: Class 9 contains 8904 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 14272 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 152442 members 
Mstep: Class 16 contains 18140 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 27870 members 
Mstep: Class 20 contains 63742 members 
Mstep: Class 21 contains 7989 members 
Mstep: Class 22 contains 23438 members 
Mstep: Class 23 contains 57711 members 
Mstep: Class 24 contains 38065 members 
Mstep: Class 25 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451792.000000 Penalty: 88965.937500
Iteration 87Q: 26 clusters Score -1.464518e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 406861 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 145741 members 
Mstep: Class 5 contains 187050 members 
Mstep: Class 6 contains 394864 members 
Mstep: Class 7 contains 29687 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14316 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 3935 members 
Mstep: Class 15 contains 152453 members 
Mstep: Class 16 contains 18127 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 27863 members 
Mstep: Class 20 contains 63736 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 23379 members 
Mstep: Class 23 contains 57711 members 
Mstep: Class 24 contains 38079 members 
Mstep: Class 25 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451920.000000 Penalty: 88965.937500
Iteration 88Q: 26 clusters Score -1.464519e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 406832 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 145742 members 
Mstep: Class 5 contains 187058 members 
Mstep: Class 6 contains 394847 members 
Mstep: Class 7 contains 29693 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14346 members 
Mstep: Class 13 contains 4527 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 152462 members 
Mstep: Class 16 contains 18119 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27857 members 
Mstep: Class 20 contains 63730 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 23338 members 
Mstep: Class 23 contains 57715 members 
Mstep: Class 24 contains 38094 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451984.000000 Penalty: 88965.937500
Iteration 89Q: 26 clusters Score -1.46452e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 406799 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 145743 members 
Mstep: Class 5 contains 187072 members 
Mstep: Class 6 contains 394851 members 
Mstep: Class 7 contains 29686 members 
Mstep: Class 8 contains 34687 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14367 members 
Mstep: Class 13 contains 4564 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 152466 members 
Mstep: Class 16 contains 18110 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27853 members 
Mstep: Class 20 contains 63723 members 
Mstep: Class 21 contains 7918 members 
Mstep: Class 22 contains 23317 members 
Mstep: Class 23 contains 57713 members 
Mstep: Class 24 contains 38119 members 
Mstep: Class 25 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452176.000000 Penalty: 88965.937500
Iteration 90Q: 26 clusters Score -1.464522e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 406773 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145744 members 
Mstep: Class 5 contains 187084 members 
Mstep: Class 6 contains 394833 members 
Mstep: Class 7 contains 29680 members 
Mstep: Class 8 contains 34685 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 3953 members 
Mstep: Class 15 contains 152467 members 
Mstep: Class 16 contains 18107 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 27851 members 
Mstep: Class 20 contains 63719 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 23302 members 
Mstep: Class 23 contains 57711 members 
Mstep: Class 24 contains 38138 members 
Mstep: Class 25 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452224.000000 Penalty: 88965.937500
Iteration 91Q: 26 clusters Score -1.464522e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 406749 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 145744 members 
Mstep: Class 5 contains 187093 members 
Mstep: Class 6 contains 394828 members 
Mstep: Class 7 contains 29683 members 
Mstep: Class 8 contains 34686 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 152470 members 
Mstep: Class 16 contains 18104 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 27850 members 
Mstep: Class 20 contains 63713 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 23288 members 
Mstep: Class 23 contains 57708 members 
Mstep: Class 24 contains 38139 members 
Mstep: Class 25 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452336.000000 Penalty: 88965.937500
Iteration 92Q: 26 clusters Score -1.464523e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 406723 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 145742 members 
Mstep: Class 5 contains 187103 members 
Mstep: Class 6 contains 394833 members 
Mstep: Class 7 contains 29681 members 
Mstep: Class 8 contains 34682 members 
Mstep: Class 9 contains 8880 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 3959 members 
Mstep: Class 15 contains 152467 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 27850 members 
Mstep: Class 20 contains 63703 members 
Mstep: Class 21 contains 7891 members 
Mstep: Class 22 contains 23275 members 
Mstep: Class 23 contains 57707 members 
Mstep: Class 24 contains 38152 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452496.000000 Penalty: 88965.937500
Iteration 93Q: 26 clusters Score -1.464525e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 406701 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 145742 members 
Mstep: Class 5 contains 187107 members 
Mstep: Class 6 contains 394840 members 
Mstep: Class 7 contains 29677 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 8879 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 3963 members 
Mstep: Class 15 contains 152467 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 27852 members 
Mstep: Class 20 contains 63701 members 
Mstep: Class 21 contains 7884 members 
Mstep: Class 22 contains 23268 members 
Mstep: Class 23 contains 57705 members 
Mstep: Class 24 contains 38159 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452512.000000 Penalty: 88965.937500
Iteration 94Q: 26 clusters Score -1.464525e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 406675 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 145744 members 
Mstep: Class 5 contains 187111 members 
Mstep: Class 6 contains 394832 members 
Mstep: Class 7 contains 29673 members 
Mstep: Class 8 contains 34682 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14450 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 152471 members 
Mstep: Class 16 contains 18107 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 27856 members 
Mstep: Class 20 contains 63701 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 23265 members 
Mstep: Class 23 contains 57703 members 
Mstep: Class 24 contains 38172 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452368.000000 Penalty: 88965.937500
Iteration 95Q: 26 clusters Score -1.464524e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 406659 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 145746 members 
Mstep: Class 5 contains 187115 members 
Mstep: Class 6 contains 394823 members 
Mstep: Class 7 contains 29672 members 
Mstep: Class 8 contains 34680 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 152475 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 27856 members 
Mstep: Class 20 contains 63697 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 23257 members 
Mstep: Class 23 contains 57702 members 
Mstep: Class 24 contains 38192 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452304.000000 Penalty: 88965.937500
Iteration 96Q: 26 clusters Score -1.464523e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 406636 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145748 members 
Mstep: Class 5 contains 187128 members 
Mstep: Class 6 contains 394813 members 
Mstep: Class 7 contains 29668 members 
Mstep: Class 8 contains 34678 members 
Mstep: Class 9 contains 8891 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 152477 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 27855 members 
Mstep: Class 20 contains 63694 members 
Mstep: Class 21 contains 7857 members 
Mstep: Class 22 contains 23253 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38204 members 
Mstep: Class 25 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452288.000000 Penalty: 88965.937500
Iteration 97Q: 26 clusters Score -1.464523e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 406610 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145749 members 
Mstep: Class 5 contains 187142 members 
Mstep: Class 6 contains 394810 members 
Mstep: Class 7 contains 29661 members 
Mstep: Class 8 contains 34678 members 
Mstep: Class 9 contains 8895 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 152479 members 
Mstep: Class 16 contains 18116 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 27851 members 
Mstep: Class 20 contains 63688 members 
Mstep: Class 21 contains 7846 members 
Mstep: Class 22 contains 23249 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38219 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452256.000000 Penalty: 88965.937500
Iteration 98Q: 26 clusters Score -1.464523e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 406593 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145748 members 
Mstep: Class 5 contains 187155 members 
Mstep: Class 6 contains 394807 members 
Mstep: Class 7 contains 29660 members 
Mstep: Class 8 contains 34680 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14480 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 152482 members 
Mstep: Class 16 contains 18114 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63681 members 
Mstep: Class 21 contains 7831 members 
Mstep: Class 22 contains 23246 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38228 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452400.000000 Penalty: 88965.937500
Iteration 99Q: 26 clusters Score -1.464524e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 406576 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145749 members 
Mstep: Class 5 contains 187166 members 
Mstep: Class 6 contains 394792 members 
Mstep: Class 7 contains 29657 members 
Mstep: Class 8 contains 34680 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 152487 members 
Mstep: Class 16 contains 18114 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 27844 members 
Mstep: Class 20 contains 63679 members 
Mstep: Class 21 contains 7820 members 
Mstep: Class 22 contains 23250 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38241 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452288.000000 Penalty: 88965.937500
Iteration 100F: 26 clusters Score -1.464523e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 406561 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145749 members 
Mstep: Class 5 contains 187171 members 
Mstep: Class 6 contains 394790 members 
Mstep: Class 7 contains 29655 members 
Mstep: Class 8 contains 34678 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14492 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 152490 members 
Mstep: Class 16 contains 18113 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27841 members 
Mstep: Class 20 contains 63672 members 
Mstep: Class 21 contains 7813 members 
Mstep: Class 22 contains 23256 members 
Mstep: Class 23 contains 57702 members 
Mstep: Class 24 contains 38251 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452400.000000 Penalty: 88965.937500
Iteration 101Q: 26 clusters Score -1.464524e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 406550 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145749 members 
Mstep: Class 5 contains 187177 members 
Mstep: Class 6 contains 394793 members 
Mstep: Class 7 contains 29655 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 3986 members 
Mstep: Class 15 contains 152492 members 
Mstep: Class 16 contains 18113 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27841 members 
Mstep: Class 20 contains 63664 members 
Mstep: Class 21 contains 7807 members 
Mstep: Class 22 contains 23260 members 
Mstep: Class 23 contains 57700 members 
Mstep: Class 24 contains 38262 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452576.000000 Penalty: 88965.937500
Iteration 102Q: 26 clusters Score -1.464526e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 406539 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 145751 members 
Mstep: Class 5 contains 187182 members 
Mstep: Class 6 contains 394785 members 
Mstep: Class 7 contains 29653 members 
Mstep: Class 8 contains 34674 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 152495 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27841 members 
Mstep: Class 20 contains 63656 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 23262 members 
Mstep: Class 23 contains 57703 members 
Mstep: Class 24 contains 38274 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452640.000000 Penalty: 88965.937500
Iteration 103Q: 26 clusters Score -1.464526e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 406527 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 145754 members 
Mstep: Class 5 contains 187186 members 
Mstep: Class 6 contains 394781 members 
Mstep: Class 7 contains 29652 members 
Mstep: Class 8 contains 34671 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 152495 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27842 members 
Mstep: Class 20 contains 63648 members 
Mstep: Class 21 contains 7797 members 
Mstep: Class 22 contains 23266 members 
Mstep: Class 23 contains 57703 members 
Mstep: Class 24 contains 38280 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452688.000000 Penalty: 88965.937500
Iteration 104Q: 26 clusters Score -1.464527e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 406512 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187185 members 
Mstep: Class 6 contains 394783 members 
Mstep: Class 7 contains 29652 members 
Mstep: Class 8 contains 34669 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14511 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 152495 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27844 members 
Mstep: Class 20 contains 63643 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 23270 members 
Mstep: Class 23 contains 57706 members 
Mstep: Class 24 contains 38287 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452624.000000 Penalty: 88965.937500
Iteration 105Q: 26 clusters Score -1.464526e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 406507 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145754 members 
Mstep: Class 5 contains 187189 members 
Mstep: Class 6 contains 394779 members 
Mstep: Class 7 contains 29646 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 152496 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27846 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 23276 members 
Mstep: Class 23 contains 57706 members 
Mstep: Class 24 contains 38292 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452816.000000 Penalty: 88965.937500
Iteration 106Q: 26 clusters Score -1.464528e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 406504 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187189 members 
Mstep: Class 6 contains 394777 members 
Mstep: Class 7 contains 29642 members 
Mstep: Class 8 contains 34660 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 152499 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7789 members 
Mstep: Class 22 contains 23284 members 
Mstep: Class 23 contains 57705 members 
Mstep: Class 24 contains 38289 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452784.000000 Penalty: 88965.937500
Iteration 107Q: 26 clusters Score -1.464528e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 406502 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145752 members 
Mstep: Class 5 contains 187189 members 
Mstep: Class 6 contains 394774 members 
Mstep: Class 7 contains 29640 members 
Mstep: Class 8 contains 34655 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14520 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 152500 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 27848 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 23287 members 
Mstep: Class 23 contains 57704 members 
Mstep: Class 24 contains 38290 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452784.000000 Penalty: 88965.937500
Iteration 108Q: 26 clusters Score -1.464528e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 406494 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145752 members 
Mstep: Class 5 contains 187188 members 
Mstep: Class 6 contains 394768 members 
Mstep: Class 7 contains 29641 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152499 members 
Mstep: Class 16 contains 18110 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27848 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 22 contains 23286 members 
Mstep: Class 23 contains 57706 members 
Mstep: Class 24 contains 38291 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452608.000000 Penalty: 88965.937500
Iteration 109Q: 26 clusters Score -1.464526e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 406481 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145754 members 
Mstep: Class 5 contains 187189 members 
Mstep: Class 6 contains 394766 members 
Mstep: Class 7 contains 29640 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152500 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27848 members 
Mstep: Class 20 contains 63640 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 23286 members 
Mstep: Class 23 contains 57706 members 
Mstep: Class 24 contains 38295 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452672.000000 Penalty: 88965.937500
Iteration 110Q: 26 clusters Score -1.464527e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406472 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145756 members 
Mstep: Class 5 contains 187191 members 
Mstep: Class 6 contains 394760 members 
Mstep: Class 7 contains 29641 members 
Mstep: Class 8 contains 34653 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152501 members 
Mstep: Class 16 contains 18107 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27848 members 
Mstep: Class 20 contains 63640 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 23291 members 
Mstep: Class 23 contains 57707 members 
Mstep: Class 24 contains 38296 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452848.000000 Penalty: 88965.937500
Iteration 111Q: 26 clusters Score -1.464528e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406463 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145756 members 
Mstep: Class 5 contains 187196 members 
Mstep: Class 6 contains 394757 members 
Mstep: Class 7 contains 29642 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152503 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27848 members 
Mstep: Class 20 contains 63638 members 
Mstep: Class 21 contains 7781 members 
Mstep: Class 22 contains 23294 members 
Mstep: Class 23 contains 57705 members 
Mstep: Class 24 contains 38299 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452800.000000 Penalty: 88965.937500
Iteration 112Q: 26 clusters Score -1.464528e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406454 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187204 members 
Mstep: Class 6 contains 394757 members 
Mstep: Class 7 contains 29642 members 
Mstep: Class 8 contains 34653 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152503 members 
Mstep: Class 16 contains 18108 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27848 members 
Mstep: Class 20 contains 63638 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23295 members 
Mstep: Class 23 contains 57705 members 
Mstep: Class 24 contains 38301 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452816.000000 Penalty: 88965.937500
Iteration 113Q: 26 clusters Score -1.464528e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406451 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187204 members 
Mstep: Class 6 contains 394757 members 
Mstep: Class 7 contains 29642 members 
Mstep: Class 8 contains 34650 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152505 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27849 members 
Mstep: Class 20 contains 63637 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 23296 members 
Mstep: Class 23 contains 57704 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452928.000000 Penalty: 88965.937500
Iteration 114Q: 26 clusters Score -1.464529e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406444 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187211 members 
Mstep: Class 6 contains 394756 members 
Mstep: Class 7 contains 29641 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152508 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27850 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23297 members 
Mstep: Class 23 contains 57702 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452944.000000 Penalty: 88965.937500
Iteration 115Q: 26 clusters Score -1.464529e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406442 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187212 members 
Mstep: Class 6 contains 394753 members 
Mstep: Class 7 contains 29641 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14540 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27851 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23296 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452992.000000 Penalty: 88965.937500
Iteration 116Q: 26 clusters Score -1.46453e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406442 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187213 members 
Mstep: Class 6 contains 394752 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14543 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18108 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27849 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452976.000000 Penalty: 88965.937500
Iteration 117Q: 26 clusters Score -1.46453e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406442 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145755 members 
Mstep: Class 5 contains 187216 members 
Mstep: Class 6 contains 394749 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14544 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146453008.000000 Penalty: 88965.937500
Iteration 118Q: 26 clusters Score -1.46453e+08 nChanged 6
Entering ConstructFrom: 
Score: -146453008.000000 Penalty: 88965.937500
Entering ConstructFrom: 
Trying to split cluster 1 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -1292761.875000 Penalty: 2373.560547
	Iteration 0F: 2 clusters Score -1292762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1282316.125000 Penalty: 4747.121094
	Iteration 0F: 3 clusters Score -1282316 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1285604.750000 Penalty: 4747.121094
	Iteration 1F: 3 clusters Score -1285605 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1285938.125000 Penalty: 4747.121094
	Iteration 2F: 3 clusters Score -1285938 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1286219.125000 Penalty: 4747.121094
	Iteration 3Q: 3 clusters Score -1286219 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1286483.750000 Penalty: 4747.121094
	Iteration 4Q: 3 clusters Score -1286484 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1286752.500000 Penalty: 4747.121094
	Iteration 5Q: 3 clusters Score -1286752 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1287028.500000 Penalty: 4747.121094
	Iteration 6Q: 3 clusters Score -1287028 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1287385.875000 Penalty: 4747.121094
	Iteration 7Q: 3 clusters Score -1287386 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1287826.000000 Penalty: 4747.121094
	Iteration 8Q: 3 clusters Score -1287826 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1288350.000000 Penalty: 4747.121094
	Iteration 9F: 3 clusters Score -1288350 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1288915.500000 Penalty: 4747.121094
	Iteration 10Q: 3 clusters Score -1288916 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1289445.875000 Penalty: 4747.121094
	Iteration 11Q: 3 clusters Score -1289446 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1289891.875000 Penalty: 4747.121094
	Iteration 12Q: 3 clusters Score -1289892 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1290230.750000 Penalty: 4747.121094
	Iteration 13Q: 3 clusters Score -1290231 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1290449.500000 Penalty: 4747.121094
	Iteration 14Q: 3 clusters Score -1290450 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1290590.750000 Penalty: 4747.121094
	Iteration 15Q: 3 clusters Score -1290591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1290664.125000 Penalty: 4747.121094
	Iteration 16Q: 3 clusters Score -1290664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1290710.875000 Penalty: 4747.121094
	Iteration 17Q: 3 clusters Score -1290711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1290745.625000 Penalty: 4747.121094
	Iteration 18Q: 3 clusters Score -1290746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1290774.625000 Penalty: 4747.121094
	Iteration 19Q: 3 clusters Score -1290775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1290806.375000 Penalty: 4747.121094
	Iteration 20F: 3 clusters Score -1290806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1290819.000000 Penalty: 4747.121094
	Iteration 21Q: 3 clusters Score -1290819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1290834.750000 Penalty: 4747.121094
	Iteration 22Q: 3 clusters Score -1290835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1290848.750000 Penalty: 4747.121094
	Iteration 23Q: 3 clusters Score -1290849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1290851.750000 Penalty: 4747.121094
	Iteration 24Q: 3 clusters Score -1290852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1290858.625000 Penalty: 4747.121094
	Iteration 25Q: 3 clusters Score -1290859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1290864.250000 Penalty: 4747.121094
	Iteration 26Q: 3 clusters Score -1290864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1290868.125000 Penalty: 4747.121094
	Iteration 27Q: 3 clusters Score -1290868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1290877.000000 Penalty: 4747.121094
	Iteration 28Q: 3 clusters Score -1290877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1290882.000000 Penalty: 4747.121094
	Iteration 29Q: 3 clusters Score -1290882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1290890.500000 Penalty: 4747.121094
	Iteration 30Q: 3 clusters Score -1290890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1290907.625000 Penalty: 4747.121094
	Iteration 31Q: 3 clusters Score -1290908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1290916.125000 Penalty: 4747.121094
	Iteration 32Q: 3 clusters Score -1290916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1290917.875000 Penalty: 4747.121094
	Iteration 33Q: 3 clusters Score -1290918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1290917.125000 Penalty: 4747.121094
	Iteration 34Q: 3 clusters Score -1290917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1290917.625000 Penalty: 4747.121094
	Iteration 35Q: 3 clusters Score -1290918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1290919.250000 Penalty: 4747.121094
	Iteration 36Q: 3 clusters Score -1290919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1290921.750000 Penalty: 4747.121094
	Iteration 37Q: 3 clusters Score -1290922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1290923.500000 Penalty: 4747.121094
	Iteration 38Q: 3 clusters Score -1290924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1290923.500000 Penalty: 4747.121094
	Iteration 39F: 3 clusters Score -1290924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (406440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406440 members 
Entering Unmasked Estep 
Score: -35792796.000000 Penalty: 3202.967529
	Iteration 0F: 2 clusters Score -3.57928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202578 members 
Mstep: Class 2 contains 203862 members 
Entering Unmasked Estep 
Score: -35523988.000000 Penalty: 6405.935059
	Iteration 0F: 3 clusters Score -3.552399e+07 nChanged 197914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 219618 members 
Entering Unmasked Estep 
Score: -35644384.000000 Penalty: 6405.935059
	Iteration 1F: 3 clusters Score -3.564438e+07 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176028 members 
Mstep: Class 2 contains 230412 members 
Entering Unmasked Estep 
Score: -35648796.000000 Penalty: 6405.935059
	Iteration 2Q: 3 clusters Score -3.56488e+07 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 247284 members 
Entering Unmasked Estep 
Score: -35657524.000000 Penalty: 6405.935059
	Iteration 3Q: 3 clusters Score -3.565752e+07 nChanged 26978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 272588 members 
Entering Unmasked Estep 
Score: -35673808.000000 Penalty: 6405.935059
	Iteration 4F: 3 clusters Score -3.567381e+07 nChanged 35192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 306692 members 
Entering Unmasked Estep 
Score: -35702420.000000 Penalty: 6405.935059
	Iteration 5F: 3 clusters Score -3.570242e+07 nChanged 38720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 344888 members 
Entering Unmasked Estep 
Score: -35739192.000000 Penalty: 6405.935059
	Iteration 6F: 3 clusters Score -3.573919e+07 nChanged 31202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 375944 members 
Entering Unmasked Estep 
Score: -35768176.000000 Penalty: 6405.935059
	Iteration 7F: 3 clusters Score -3.576818e+07 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 393048 members 
Entering Unmasked Estep 
Score: -35783164.000000 Penalty: 6405.935059
	Iteration 8Q: 3 clusters Score -3.578316e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 399776 members 
Entering Unmasked Estep 
Score: -35789008.000000 Penalty: 6405.935059
	Iteration 9Q: 3 clusters Score -3.578901e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 401906 members 
Entering Unmasked Estep 
Score: -35791236.000000 Penalty: 6405.935059
	Iteration 10Q: 3 clusters Score -3.579124e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 402453 members 
Entering Unmasked Estep 
Score: -35792152.000000 Penalty: 6405.935059
	Iteration 11Q: 3 clusters Score -3.579215e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 402579 members 
Entering Unmasked Estep 
Score: -35792596.000000 Penalty: 6405.935059
	Iteration 12Q: 3 clusters Score -3.57926e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 402628 members 
Entering Unmasked Estep 
Score: -35792832.000000 Penalty: 6405.935059
	Iteration 13Q: 3 clusters Score -3.579283e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 402656 members 
Entering Unmasked Estep 
Score: -35793000.000000 Penalty: 6405.935059
	Iteration 14Q: 3 clusters Score -3.5793e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 402651 members 
Entering Unmasked Estep 
Score: -35793004.000000 Penalty: 6405.935059
	Iteration 15Q: 3 clusters Score -3.5793e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 402669 members 
Entering Unmasked Estep 
Score: -35793096.000000 Penalty: 6405.935059
	Iteration 16Q: 3 clusters Score -3.57931e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 402689 members 
Entering Unmasked Estep 
Score: -35793196.000000 Penalty: 6405.935059
	Iteration 17Q: 3 clusters Score -3.57932e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 402693 members 
Entering Unmasked Estep 
Score: -35793172.000000 Penalty: 6405.935059
	Iteration 18Q: 3 clusters Score -3.579317e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 402701 members 
Entering Unmasked Estep 
Score: -35793228.000000 Penalty: 6405.935059
	Iteration 19Q: 3 clusters Score -3.579323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 402709 members 
Entering Unmasked Estep 
Score: -35793196.000000 Penalty: 6405.935059
	Iteration 20F: 3 clusters Score -3.57932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 402726 members 
Entering Unmasked Estep 
Score: -35793216.000000 Penalty: 6405.935059
	Iteration 21Q: 3 clusters Score -3.579322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 402740 members 
Entering Unmasked Estep 
Score: -35793220.000000 Penalty: 6405.935059
	Iteration 22Q: 3 clusters Score -3.579322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 402754 members 
Entering Unmasked Estep 
Score: -35793188.000000 Penalty: 6405.935059
	Iteration 23Q: 3 clusters Score -3.579319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 402763 members 
Entering Unmasked Estep 
Score: -35793208.000000 Penalty: 6405.935059
	Iteration 24Q: 3 clusters Score -3.579321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 402773 members 
Entering Unmasked Estep 
Score: -35793184.000000 Penalty: 6405.935059
	Iteration 25Q: 3 clusters Score -3.579318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 402786 members 
Entering Unmasked Estep 
Score: -35793208.000000 Penalty: 6405.935059
	Iteration 26Q: 3 clusters Score -3.579321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 402791 members 
Entering Unmasked Estep 
Score: -35793184.000000 Penalty: 6405.935059
	Iteration 27Q: 3 clusters Score -3.579318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 402794 members 
Entering Unmasked Estep 
Score: -35793160.000000 Penalty: 6405.935059
	Iteration 28Q: 3 clusters Score -3.579316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 402794 members 
Entering Unmasked Estep 
Score: -35793152.000000 Penalty: 6405.935059
	Iteration 29Q: 3 clusters Score -3.579315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 402795 members 
Entering Unmasked Estep 
Score: -35793196.000000 Penalty: 6405.935059
	Iteration 30Q: 3 clusters Score -3.57932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 402794 members 
Entering Unmasked Estep 
Score: -35793184.000000 Penalty: 6405.935059
	Iteration 31Q: 3 clusters Score -3.579318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 402794 members 
Entering Unmasked Estep 
Score: -35793184.000000 Penalty: 6405.935059
	Iteration 32F: 3 clusters Score -3.579318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3646 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187218 members 
Mstep: Class 6 contains 394750 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 14544 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 402794 members 
Entering Unmasked Estep 
Score: -146452304.000000 Penalty: 92524.578125
Splitting cluster 2 changes total score from -146453008.000000 to -146452304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Entering Unmasked Estep 
Score: -2195374.500000 Penalty: 2504.524902
	Iteration 0F: 2 clusters Score -2195374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2178482.000000 Penalty: 5009.049805
	Iteration 0F: 3 clusters Score -2178482 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2184322.500000 Penalty: 5009.049805
	Iteration 1F: 3 clusters Score -2184322 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2184692.000000 Penalty: 5009.049805
	Iteration 2Q: 3 clusters Score -2184692 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2185000.250000 Penalty: 5009.049805
	Iteration 3Q: 3 clusters Score -2185000 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2185291.250000 Penalty: 5009.049805
	Iteration 4Q: 3 clusters Score -2185291 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2185539.750000 Penalty: 5009.049805
	Iteration 5Q: 3 clusters Score -2185540 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2185824.500000 Penalty: 5009.049805
	Iteration 6Q: 3 clusters Score -2185824 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2186173.500000 Penalty: 5009.049805
	Iteration 7Q: 3 clusters Score -2186174 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2186641.500000 Penalty: 5009.049805
	Iteration 8Q: 3 clusters Score -2186642 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2187250.250000 Penalty: 5009.049805
	Iteration 9Q: 3 clusters Score -2187250 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2188039.750000 Penalty: 5009.049805
	Iteration 10F: 3 clusters Score -2188040 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2189023.500000 Penalty: 5009.049805
	Iteration 11F: 3 clusters Score -2189024 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2190112.250000 Penalty: 5009.049805
	Iteration 12F: 3 clusters Score -2190112 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2191015.000000 Penalty: 5009.049805
	Iteration 13Q: 3 clusters Score -2191015 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2191696.000000 Penalty: 5009.049805
	Iteration 14Q: 3 clusters Score -2191696 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2192124.500000 Penalty: 5009.049805
	Iteration 15Q: 3 clusters Score -2192124 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2192391.500000 Penalty: 5009.049805
	Iteration 16Q: 3 clusters Score -2192392 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2192601.250000 Penalty: 5009.049805
	Iteration 17Q: 3 clusters Score -2192601 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2192745.500000 Penalty: 5009.049805
	Iteration 18Q: 3 clusters Score -2192746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2192860.750000 Penalty: 5009.049805
	Iteration 19Q: 3 clusters Score -2192861 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2192979.750000 Penalty: 5009.049805
	Iteration 20F: 3 clusters Score -2192980 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2193086.000000 Penalty: 5009.049805
	Iteration 21Q: 3 clusters Score -2193086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2193158.750000 Penalty: 5009.049805
	Iteration 22Q: 3 clusters Score -2193159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2193227.000000 Penalty: 5009.049805
	Iteration 23Q: 3 clusters Score -2193227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2193279.500000 Penalty: 5009.049805
	Iteration 24Q: 3 clusters Score -2193280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2193314.250000 Penalty: 5009.049805
	Iteration 25Q: 3 clusters Score -2193314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2193343.750000 Penalty: 5009.049805
	Iteration 26Q: 3 clusters Score -2193344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2193364.250000 Penalty: 5009.049805
	Iteration 27Q: 3 clusters Score -2193364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2193373.500000 Penalty: 5009.049805
	Iteration 28Q: 3 clusters Score -2193374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2193373.750000 Penalty: 5009.049805
	Iteration 29Q: 3 clusters Score -2193374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2193391.250000 Penalty: 5009.049805
	Iteration 30Q: 3 clusters Score -2193391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2193408.750000 Penalty: 5009.049805
	Iteration 31Q: 3 clusters Score -2193409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2193419.500000 Penalty: 5009.049805
	Iteration 32Q: 3 clusters Score -2193420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2193432.500000 Penalty: 5009.049805
	Iteration 33Q: 3 clusters Score -2193432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2193449.750000 Penalty: 5009.049805
	Iteration 34Q: 3 clusters Score -2193450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2193455.750000 Penalty: 5009.049805
	Iteration 35Q: 3 clusters Score -2193456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2193461.750000 Penalty: 5009.049805
	Iteration 36Q: 3 clusters Score -2193462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2193469.250000 Penalty: 5009.049805
	Iteration 37Q: 3 clusters Score -2193469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2193476.500000 Penalty: 5009.049805
	Iteration 38Q: 3 clusters Score -2193476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2193485.500000 Penalty: 5009.049805
	Iteration 39Q: 3 clusters Score -2193486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2193488.000000 Penalty: 5009.049805
	Iteration 40F: 3 clusters Score -2193488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2193495.500000 Penalty: 5009.049805
	Iteration 41Q: 3 clusters Score -2193496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2193498.750000 Penalty: 5009.049805
	Iteration 42Q: 3 clusters Score -2193499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2193507.500000 Penalty: 5009.049805
	Iteration 43Q: 3 clusters Score -2193508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2193512.500000 Penalty: 5009.049805
	Iteration 44Q: 3 clusters Score -2193512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2193515.500000 Penalty: 5009.049805
	Iteration 45Q: 3 clusters Score -2193516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2193517.000000 Penalty: 5009.049805
	Iteration 46Q: 3 clusters Score -2193517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2193526.500000 Penalty: 5009.049805
	Iteration 47Q: 3 clusters Score -2193526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2193526.250000 Penalty: 5009.049805
	Iteration 48Q: 3 clusters Score -2193526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2193529.500000 Penalty: 5009.049805
	Iteration 49Q: 3 clusters Score -2193530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2193535.500000 Penalty: 5009.049805
	Iteration 50Q: 3 clusters Score -2193536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2193532.500000 Penalty: 5009.049805
	Iteration 51Q: 3 clusters Score -2193532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2193535.750000 Penalty: 5009.049805
	Iteration 52Q: 3 clusters Score -2193536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2193540.750000 Penalty: 5009.049805
	Iteration 53Q: 3 clusters Score -2193541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2193542.750000 Penalty: 5009.049805
	Iteration 54Q: 3 clusters Score -2193543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2193546.000000 Penalty: 5009.049805
	Iteration 55Q: 3 clusters Score -2193546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2193547.250000 Penalty: 5009.049805
	Iteration 56Q: 3 clusters Score -2193547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2193547.500000 Penalty: 5009.049805
	Iteration 57Q: 3 clusters Score -2193548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2193547.500000 Penalty: 5009.049805
	Iteration 58Q: 3 clusters Score -2193548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2193547.500000 Penalty: 5009.049805
	Iteration 59F: 3 clusters Score -2193548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145753 members 
Entering Unmasked Estep 
Score: -13216877.000000 Penalty: 2948.637695
	Iteration 0F: 2 clusters Score -1.321688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 72840 members 
Entering Unmasked Estep 
Score: -13119180.000000 Penalty: 5897.275391
	Iteration 0F: 3 clusters Score -1.311918e+07 nChanged 69623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -13159170.000000 Penalty: 5897.275391
	Iteration 1F: 3 clusters Score -1.315917e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -13160088.000000 Penalty: 5897.275391
	Iteration 2Q: 3 clusters Score -1.316009e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -13161532.000000 Penalty: 5897.275391
	Iteration 3Q: 3 clusters Score -1.316153e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -13163852.000000 Penalty: 5897.275391
	Iteration 4Q: 3 clusters Score -1.316385e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -13168052.000000 Penalty: 5897.275391
	Iteration 5F: 3 clusters Score -1.316805e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -13175187.000000 Penalty: 5897.275391
	Iteration 6F: 3 clusters Score -1.317519e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -13184276.000000 Penalty: 5897.275391
	Iteration 7F: 3 clusters Score -1.318428e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -13191982.000000 Penalty: 5897.275391
	Iteration 8F: 3 clusters Score -1.319198e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -13196433.000000 Penalty: 5897.275391
	Iteration 9F: 3 clusters Score -1.319643e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -13198595.000000 Penalty: 5897.275391
	Iteration 10Q: 3 clusters Score -1.31986e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112526 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -13200061.000000 Penalty: 5897.275391
	Iteration 11Q: 3 clusters Score -1.320006e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115604 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -13201470.000000 Penalty: 5897.275391
	Iteration 12Q: 3 clusters Score -1.320147e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118702 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -13202858.000000 Penalty: 5897.275391
	Iteration 13Q: 3 clusters Score -1.320286e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -13204449.000000 Penalty: 5897.275391
	Iteration 14Q: 3 clusters Score -1.320445e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -13206117.000000 Penalty: 5897.275391
	Iteration 15Q: 3 clusters Score -1.320612e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -13207696.000000 Penalty: 5897.275391
	Iteration 16Q: 3 clusters Score -1.32077e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130039 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -13209026.000000 Penalty: 5897.275391
	Iteration 17Q: 3 clusters Score -1.320903e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132071 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -13209958.000000 Penalty: 5897.275391
	Iteration 18Q: 3 clusters Score -1.320996e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133855 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -13210804.000000 Penalty: 5897.275391
	Iteration 19Q: 3 clusters Score -1.32108e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135374 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -13211437.000000 Penalty: 5897.275391
	Iteration 20F: 3 clusters Score -1.321144e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136666 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -13211925.000000 Penalty: 5897.275391
	Iteration 21Q: 3 clusters Score -1.321192e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137766 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -13212347.000000 Penalty: 5897.275391
	Iteration 22Q: 3 clusters Score -1.321235e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -13212701.000000 Penalty: 5897.275391
	Iteration 23Q: 3 clusters Score -1.32127e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139472 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -13213034.000000 Penalty: 5897.275391
	Iteration 24Q: 3 clusters Score -1.321303e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140154 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -13213317.000000 Penalty: 5897.275391
	Iteration 25Q: 3 clusters Score -1.321332e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140742 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -13213513.000000 Penalty: 5897.275391
	Iteration 26Q: 3 clusters Score -1.321351e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141239 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -13213701.000000 Penalty: 5897.275391
	Iteration 27Q: 3 clusters Score -1.32137e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -13213846.000000 Penalty: 5897.275391
	Iteration 28Q: 3 clusters Score -1.321385e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141926 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -13213941.000000 Penalty: 5897.275391
	Iteration 29Q: 3 clusters Score -1.321394e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142179 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -13214063.000000 Penalty: 5897.275391
	Iteration 30Q: 3 clusters Score -1.321406e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -13214224.000000 Penalty: 5897.275391
	Iteration 31Q: 3 clusters Score -1.321422e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -13214356.000000 Penalty: 5897.275391
	Iteration 32Q: 3 clusters Score -1.321436e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -13214550.000000 Penalty: 5897.275391
	Iteration 33Q: 3 clusters Score -1.321455e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -13214704.000000 Penalty: 5897.275391
	Iteration 34Q: 3 clusters Score -1.32147e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -13214895.000000 Penalty: 5897.275391
	Iteration 35Q: 3 clusters Score -1.32149e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -13215114.000000 Penalty: 5897.275391
	Iteration 36Q: 3 clusters Score -1.321511e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13215335.000000 Penalty: 5897.275391
	Iteration 37Q: 3 clusters Score -1.321534e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -13215569.000000 Penalty: 5897.275391
	Iteration 38Q: 3 clusters Score -1.321557e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -13215770.000000 Penalty: 5897.275391
	Iteration 39Q: 3 clusters Score -1.321577e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142989 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -13215915.000000 Penalty: 5897.275391
	Iteration 40F: 3 clusters Score -1.321592e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -13216033.000000 Penalty: 5897.275391
	Iteration 41Q: 3 clusters Score -1.321603e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142885 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -13216120.000000 Penalty: 5897.275391
	Iteration 42Q: 3 clusters Score -1.321612e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13216185.000000 Penalty: 5897.275391
	Iteration 43Q: 3 clusters Score -1.321618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13216193.000000 Penalty: 5897.275391
	Iteration 44Q: 3 clusters Score -1.321619e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -13216205.000000 Penalty: 5897.275391
	Iteration 45Q: 3 clusters Score -1.32162e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142791 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -13216229.000000 Penalty: 5897.275391
	Iteration 46Q: 3 clusters Score -1.321623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142776 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -13216210.000000 Penalty: 5897.275391
	Iteration 47Q: 3 clusters Score -1.321621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -13216232.000000 Penalty: 5897.275391
	Iteration 48Q: 3 clusters Score -1.321623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13216239.000000 Penalty: 5897.275391
	Iteration 49Q: 3 clusters Score -1.321624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13216224.000000 Penalty: 5897.275391
	Iteration 50Q: 3 clusters Score -1.321622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13216221.000000 Penalty: 5897.275391
	Iteration 51Q: 3 clusters Score -1.321622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13216208.000000 Penalty: 5897.275391
	Iteration 52Q: 3 clusters Score -1.321621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13216212.000000 Penalty: 5897.275391
	Iteration 53Q: 3 clusters Score -1.321621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13216212.000000 Penalty: 5897.275391
	Iteration 54F: 3 clusters Score -1.321621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (187218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187218 members 
Entering Unmasked Estep 
Score: -16447398.000000 Penalty: 3010.727295
	Iteration 0F: 2 clusters Score -1.64474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -16321760.000000 Penalty: 6021.454590
	Iteration 0F: 3 clusters Score -1.632176e+07 nChanged 90228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -16375503.000000 Penalty: 6021.454590
	Iteration 1F: 3 clusters Score -1.63755e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -16376664.000000 Penalty: 6021.454590
	Iteration 2Q: 3 clusters Score -1.637666e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -16378267.000000 Penalty: 6021.454590
	Iteration 3Q: 3 clusters Score -1.637827e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 109417 members 
Entering Unmasked Estep 
Score: -16380731.000000 Penalty: 6021.454590
	Iteration 4Q: 3 clusters Score -1.638073e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -16385163.000000 Penalty: 6021.454590
	Iteration 5Q: 3 clusters Score -1.638516e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -16392946.000000 Penalty: 6021.454590
	Iteration 6F: 3 clusters Score -1.639295e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -16404826.000000 Penalty: 6021.454590
	Iteration 7F: 3 clusters Score -1.640483e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -16418844.000000 Penalty: 6021.454590
	Iteration 8F: 3 clusters Score -1.641884e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 172001 members 
Entering Unmasked Estep 
Score: -16431287.000000 Penalty: 6021.454590
	Iteration 9F: 3 clusters Score -1.643129e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 180249 members 
Entering Unmasked Estep 
Score: -16439146.000000 Penalty: 6021.454590
	Iteration 10Q: 3 clusters Score -1.643915e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 184300 members 
Entering Unmasked Estep 
Score: -16442797.000000 Penalty: 6021.454590
	Iteration 11Q: 3 clusters Score -1.64428e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 185873 members 
Entering Unmasked Estep 
Score: -16444054.000000 Penalty: 6021.454590
	Iteration 12Q: 3 clusters Score -1.644405e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 186402 members 
Entering Unmasked Estep 
Score: -16444521.000000 Penalty: 6021.454590
	Iteration 13Q: 3 clusters Score -1.644452e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 186568 members 
Entering Unmasked Estep 
Score: -16444698.000000 Penalty: 6021.454590
	Iteration 14Q: 3 clusters Score -1.64447e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -16444838.000000 Penalty: 6021.454590
	Iteration 15Q: 3 clusters Score -1.644484e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -16444929.000000 Penalty: 6021.454590
	Iteration 16Q: 3 clusters Score -1.644493e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 186674 members 
Entering Unmasked Estep 
Score: -16444986.000000 Penalty: 6021.454590
	Iteration 17Q: 3 clusters Score -1.644499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 186683 members 
Entering Unmasked Estep 
Score: -16444995.000000 Penalty: 6021.454590
	Iteration 18Q: 3 clusters Score -1.6445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 186690 members 
Entering Unmasked Estep 
Score: -16445027.000000 Penalty: 6021.454590
	Iteration 19Q: 3 clusters Score -1.644503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 186688 members 
Entering Unmasked Estep 
Score: -16445044.000000 Penalty: 6021.454590
	Iteration 20F: 3 clusters Score -1.644504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -16445095.000000 Penalty: 6021.454590
	Iteration 21Q: 3 clusters Score -1.64451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 186706 members 
Entering Unmasked Estep 
Score: -16445136.000000 Penalty: 6021.454590
	Iteration 22Q: 3 clusters Score -1.644514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -16445212.000000 Penalty: 6021.454590
	Iteration 23Q: 3 clusters Score -1.644521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 186715 members 
Entering Unmasked Estep 
Score: -16445263.000000 Penalty: 6021.454590
	Iteration 24Q: 3 clusters Score -1.644526e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 186710 members 
Entering Unmasked Estep 
Score: -16445304.000000 Penalty: 6021.454590
	Iteration 25Q: 3 clusters Score -1.64453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 186695 members 
Entering Unmasked Estep 
Score: -16445327.000000 Penalty: 6021.454590
	Iteration 26Q: 3 clusters Score -1.644533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 186694 members 
Entering Unmasked Estep 
Score: -16445351.000000 Penalty: 6021.454590
	Iteration 27Q: 3 clusters Score -1.644535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 186680 members 
Entering Unmasked Estep 
Score: -16445372.000000 Penalty: 6021.454590
	Iteration 28Q: 3 clusters Score -1.644537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 186661 members 
Entering Unmasked Estep 
Score: -16445383.000000 Penalty: 6021.454590
	Iteration 29Q: 3 clusters Score -1.644538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -16445400.000000 Penalty: 6021.454590
	Iteration 30Q: 3 clusters Score -1.64454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 186650 members 
Entering Unmasked Estep 
Score: -16445414.000000 Penalty: 6021.454590
	Iteration 31Q: 3 clusters Score -1.644541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -16445416.000000 Penalty: 6021.454590
	Iteration 32Q: 3 clusters Score -1.644542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -16445422.000000 Penalty: 6021.454590
	Iteration 33Q: 3 clusters Score -1.644542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 186635 members 
Entering Unmasked Estep 
Score: -16445427.000000 Penalty: 6021.454590
	Iteration 34Q: 3 clusters Score -1.644543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 186634 members 
Entering Unmasked Estep 
Score: -16445426.000000 Penalty: 6021.454590
	Iteration 35Q: 3 clusters Score -1.644543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -16445431.000000 Penalty: 6021.454590
	Iteration 36Q: 3 clusters Score -1.644543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -16445428.000000 Penalty: 6021.454590
	Iteration 37Q: 3 clusters Score -1.644543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 186634 members 
Entering Unmasked Estep 
Score: -16445426.000000 Penalty: 6021.454590
	Iteration 38Q: 3 clusters Score -1.644543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -16445429.000000 Penalty: 6021.454590
	Iteration 39Q: 3 clusters Score -1.644543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -16445438.000000 Penalty: 6021.454590
	Iteration 40F: 3 clusters Score -1.644544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -16445441.000000 Penalty: 6021.454590
	Iteration 41Q: 3 clusters Score -1.644544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -16445443.000000 Penalty: 6021.454590
	Iteration 42Q: 3 clusters Score -1.644544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 186630 members 
Entering Unmasked Estep 
Score: -16445451.000000 Penalty: 6021.454590
	Iteration 43Q: 3 clusters Score -1.644545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 186628 members 
Entering Unmasked Estep 
Score: -16445453.000000 Penalty: 6021.454590
	Iteration 44Q: 3 clusters Score -1.644545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 186626 members 
Entering Unmasked Estep 
Score: -16445449.000000 Penalty: 6021.454590
	Iteration 45Q: 3 clusters Score -1.644545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 186618 members 
Entering Unmasked Estep 
Score: -16445437.000000 Penalty: 6021.454590
	Iteration 46Q: 3 clusters Score -1.644544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -16445437.000000 Penalty: 6021.454590
	Iteration 47Q: 3 clusters Score -1.644544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 186614 members 
Entering Unmasked Estep 
Score: -16445441.000000 Penalty: 6021.454590
	Iteration 48Q: 3 clusters Score -1.644544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 186612 members 
Entering Unmasked Estep 
Score: -16445443.000000 Penalty: 6021.454590
	Iteration 49Q: 3 clusters Score -1.644544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 186610 members 
Entering Unmasked Estep 
Score: -16445440.000000 Penalty: 6021.454590
	Iteration 50Q: 3 clusters Score -1.644544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -16445455.000000 Penalty: 6021.454590
	Iteration 51Q: 3 clusters Score -1.644546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -16445442.000000 Penalty: 6021.454590
	Iteration 52Q: 3 clusters Score -1.644544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -16445446.000000 Penalty: 6021.454590
	Iteration 53Q: 3 clusters Score -1.644545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -16445440.000000 Penalty: 6021.454590
	Iteration 54Q: 3 clusters Score -1.644544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 186600 members 
Entering Unmasked Estep 
Score: -16445453.000000 Penalty: 6021.454590
	Iteration 55Q: 3 clusters Score -1.644545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 186597 members 
Entering Unmasked Estep 
Score: -16445463.000000 Penalty: 6021.454590
	Iteration 56Q: 3 clusters Score -1.644546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 186595 members 
Entering Unmasked Estep 
Score: -16445454.000000 Penalty: 6021.454590
	Iteration 57Q: 3 clusters Score -1.644545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 186592 members 
Entering Unmasked Estep 
Score: -16445464.000000 Penalty: 6021.454590
	Iteration 58Q: 3 clusters Score -1.644546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 186590 members 
Entering Unmasked Estep 
Score: -16445459.000000 Penalty: 6021.454590
	Iteration 59Q: 3 clusters Score -1.644546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 186590 members 
Entering Unmasked Estep 
Score: -16445462.000000 Penalty: 6021.454590
	Iteration 60F: 3 clusters Score -1.644546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 186587 members 
Entering Unmasked Estep 
Score: -16445467.000000 Penalty: 6021.454590
	Iteration 61Q: 3 clusters Score -1.644547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 186586 members 
Entering Unmasked Estep 
Score: -16445471.000000 Penalty: 6021.454590
	Iteration 62Q: 3 clusters Score -1.644547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -16445463.000000 Penalty: 6021.454590
	Iteration 63Q: 3 clusters Score -1.644546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 186584 members 
Entering Unmasked Estep 
Score: -16445462.000000 Penalty: 6021.454590
	Iteration 64Q: 3 clusters Score -1.644546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 186583 members 
Entering Unmasked Estep 
Score: -16445466.000000 Penalty: 6021.454590
	Iteration 65Q: 3 clusters Score -1.644547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 186583 members 
Entering Unmasked Estep 
Score: -16445477.000000 Penalty: 6021.454590
	Iteration 66Q: 3 clusters Score -1.644548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 186583 members 
Entering Unmasked Estep 
Score: -16445477.000000 Penalty: 6021.454590
	Iteration 67F: 3 clusters Score -1.644548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (394750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394750 members 
Entering Unmasked Estep 
Score: -34842012.000000 Penalty: 3195.729980
	Iteration 0F: 2 clusters Score -3.484201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197621 members 
Mstep: Class 2 contains 197129 members 
Entering Unmasked Estep 
Score: -34577292.000000 Penalty: 6391.459961
	Iteration 0F: 3 clusters Score -3.457729e+07 nChanged 192421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201986 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -34692728.000000 Penalty: 6391.459961
	Iteration 1F: 3 clusters Score -3.469273e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204959 members 
Mstep: Class 2 contains 189791 members 
Entering Unmasked Estep 
Score: -34694816.000000 Penalty: 6391.459961
	Iteration 2Q: 3 clusters Score -3.469482e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209512 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -34697080.000000 Penalty: 6391.459961
	Iteration 3Q: 3 clusters Score -3.469708e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216449 members 
Mstep: Class 2 contains 178301 members 
Entering Unmasked Estep 
Score: -34701140.000000 Penalty: 6391.459961
	Iteration 4Q: 3 clusters Score -3.470114e+07 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227047 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -34707104.000000 Penalty: 6391.459961
	Iteration 5Q: 3 clusters Score -3.47071e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242437 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -34716920.000000 Penalty: 6391.459961
	Iteration 6Q: 3 clusters Score -3.471692e+07 nChanged 23828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263587 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -34732828.000000 Penalty: 6391.459961
	Iteration 7F: 3 clusters Score -3.473283e+07 nChanged 27337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288786 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -34754572.000000 Penalty: 6391.459961
	Iteration 8F: 3 clusters Score -3.475457e+07 nChanged 27047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314249 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -34777748.000000 Penalty: 6391.459961
	Iteration 9F: 3 clusters Score -3.477775e+07 nChanged 22093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334932 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -34796904.000000 Penalty: 6391.459961
	Iteration 10F: 3 clusters Score -3.47969e+07 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350258 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -34810192.000000 Penalty: 6391.459961
	Iteration 11Q: 3 clusters Score -3.481019e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361630 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -34819240.000000 Penalty: 6391.459961
	Iteration 12Q: 3 clusters Score -3.481924e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370333 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -34826004.000000 Penalty: 6391.459961
	Iteration 13Q: 3 clusters Score -3.4826e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376669 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -34830424.000000 Penalty: 6391.459961
	Iteration 14Q: 3 clusters Score -3.483042e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381176 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -34833580.000000 Penalty: 6391.459961
	Iteration 15Q: 3 clusters Score -3.483358e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384437 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -34835484.000000 Penalty: 6391.459961
	Iteration 16Q: 3 clusters Score -3.483548e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386762 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -34836660.000000 Penalty: 6391.459961
	Iteration 17Q: 3 clusters Score -3.483666e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388465 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -34837412.000000 Penalty: 6391.459961
	Iteration 18Q: 3 clusters Score -3.483741e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389762 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -34837928.000000 Penalty: 6391.459961
	Iteration 19Q: 3 clusters Score -3.483793e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390674 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -34838292.000000 Penalty: 6391.459961
	Iteration 20F: 3 clusters Score -3.483829e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391394 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -34838656.000000 Penalty: 6391.459961
	Iteration 21Q: 3 clusters Score -3.483866e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391892 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -34838804.000000 Penalty: 6391.459961
	Iteration 22Q: 3 clusters Score -3.48388e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392247 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -34838956.000000 Penalty: 6391.459961
	Iteration 23Q: 3 clusters Score -3.483896e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392501 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -34839004.000000 Penalty: 6391.459961
	Iteration 24Q: 3 clusters Score -3.4839e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392701 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -34839044.000000 Penalty: 6391.459961
	Iteration 25Q: 3 clusters Score -3.483904e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392848 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -34839064.000000 Penalty: 6391.459961
	Iteration 26Q: 3 clusters Score -3.483906e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392965 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -34839120.000000 Penalty: 6391.459961
	Iteration 27Q: 3 clusters Score -3.483912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393055 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -34839188.000000 Penalty: 6391.459961
	Iteration 28Q: 3 clusters Score -3.483919e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393120 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -34839252.000000 Penalty: 6391.459961
	Iteration 29Q: 3 clusters Score -3.483925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393171 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -34839264.000000 Penalty: 6391.459961
	Iteration 30Q: 3 clusters Score -3.483926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393217 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -34839272.000000 Penalty: 6391.459961
	Iteration 31Q: 3 clusters Score -3.483927e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393267 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -34839268.000000 Penalty: 6391.459961
	Iteration 32Q: 3 clusters Score -3.483927e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393308 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -34839300.000000 Penalty: 6391.459961
	Iteration 33Q: 3 clusters Score -3.48393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393338 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -34839320.000000 Penalty: 6391.459961
	Iteration 34Q: 3 clusters Score -3.483932e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393362 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -34839332.000000 Penalty: 6391.459961
	Iteration 35Q: 3 clusters Score -3.483933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393396 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -34839312.000000 Penalty: 6391.459961
	Iteration 36Q: 3 clusters Score -3.483931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393411 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -34839328.000000 Penalty: 6391.459961
	Iteration 37Q: 3 clusters Score -3.483933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393431 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -34839316.000000 Penalty: 6391.459961
	Iteration 38Q: 3 clusters Score -3.483932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393448 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -34839332.000000 Penalty: 6391.459961
	Iteration 39Q: 3 clusters Score -3.483933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393459 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -34839336.000000 Penalty: 6391.459961
	Iteration 40F: 3 clusters Score -3.483934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393469 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -34839336.000000 Penalty: 6391.459961
	Iteration 41Q: 3 clusters Score -3.483934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393475 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -34839352.000000 Penalty: 6391.459961
	Iteration 42Q: 3 clusters Score -3.483935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393478 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -34839364.000000 Penalty: 6391.459961
	Iteration 43Q: 3 clusters Score -3.483936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393485 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -34839356.000000 Penalty: 6391.459961
	Iteration 44Q: 3 clusters Score -3.483936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393486 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -34839356.000000 Penalty: 6391.459961
	Iteration 45Q: 3 clusters Score -3.483936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393488 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -34839364.000000 Penalty: 6391.459961
	Iteration 46Q: 3 clusters Score -3.483936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -34839372.000000 Penalty: 6391.459961
	Iteration 47Q: 3 clusters Score -3.483937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393496 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -34839368.000000 Penalty: 6391.459961
	Iteration 48Q: 3 clusters Score -3.483937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393499 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -34839380.000000 Penalty: 6391.459961
	Iteration 49Q: 3 clusters Score -3.483938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393505 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -34839396.000000 Penalty: 6391.459961
	Iteration 50Q: 3 clusters Score -3.48394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -34839380.000000 Penalty: 6391.459961
	Iteration 51Q: 3 clusters Score -3.483938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393518 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -34839384.000000 Penalty: 6391.459961
	Iteration 52Q: 3 clusters Score -3.483938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393523 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -34839372.000000 Penalty: 6391.459961
	Iteration 53Q: 3 clusters Score -3.483937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393530 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -34839364.000000 Penalty: 6391.459961
	Iteration 54Q: 3 clusters Score -3.483936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393532 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -34839352.000000 Penalty: 6391.459961
	Iteration 55Q: 3 clusters Score -3.483935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393531 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -34839364.000000 Penalty: 6391.459961
	Iteration 56Q: 3 clusters Score -3.483936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393531 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -34839356.000000 Penalty: 6391.459961
	Iteration 57Q: 3 clusters Score -3.483936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393529 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -34839352.000000 Penalty: 6391.459961
	Iteration 58Q: 3 clusters Score -3.483935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393527 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -34839348.000000 Penalty: 6391.459961
	Iteration 59Q: 3 clusters Score -3.483935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393526 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -34839336.000000 Penalty: 6391.459961
	Iteration 60F: 3 clusters Score -3.483934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393527 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -34839340.000000 Penalty: 6391.459961
	Iteration 61Q: 3 clusters Score -3.483934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393527 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -34839340.000000 Penalty: 6391.459961
	Iteration 62F: 3 clusters Score -3.483934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Entering Unmasked Estep 
Score: -2582375.500000 Penalty: 2553.617920
	Iteration 0F: 2 clusters Score -2582376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2562086.750000 Penalty: 5107.235840
	Iteration 0F: 3 clusters Score -2562087 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2569390.500000 Penalty: 5107.235840
	Iteration 1F: 3 clusters Score -2569390 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2569740.250000 Penalty: 5107.235840
	Iteration 2Q: 3 clusters Score -2569740 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2570042.500000 Penalty: 5107.235840
	Iteration 3Q: 3 clusters Score -2570042 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2570330.500000 Penalty: 5107.235840
	Iteration 4Q: 3 clusters Score -2570330 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2570590.750000 Penalty: 5107.235840
	Iteration 5Q: 3 clusters Score -2570591 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2570859.000000 Penalty: 5107.235840
	Iteration 6Q: 3 clusters Score -2570859 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2571118.750000 Penalty: 5107.235840
	Iteration 7Q: 3 clusters Score -2571119 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2571357.500000 Penalty: 5107.235840
	Iteration 8Q: 3 clusters Score -2571358 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2571611.500000 Penalty: 5107.235840
	Iteration 9Q: 3 clusters Score -2571612 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2571903.250000 Penalty: 5107.235840
	Iteration 10Q: 3 clusters Score -2571903 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2572210.000000 Penalty: 5107.235840
	Iteration 11Q: 3 clusters Score -2572210 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2572536.750000 Penalty: 5107.235840
	Iteration 12Q: 3 clusters Score -2572537 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2572943.250000 Penalty: 5107.235840
	Iteration 13Q: 3 clusters Score -2572943 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2573362.250000 Penalty: 5107.235840
	Iteration 14Q: 3 clusters Score -2573362 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2573866.250000 Penalty: 5107.235840
	Iteration 15Q: 3 clusters Score -2573866 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2574382.750000 Penalty: 5107.235840
	Iteration 16Q: 3 clusters Score -2574383 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2574988.000000 Penalty: 5107.235840
	Iteration 17Q: 3 clusters Score -2574988 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2575582.750000 Penalty: 5107.235840
	Iteration 18Q: 3 clusters Score -2575583 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2576092.750000 Penalty: 5107.235840
	Iteration 19Q: 3 clusters Score -2576093 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2576514.750000 Penalty: 5107.235840
	Iteration 20F: 3 clusters Score -2576515 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2576821.750000 Penalty: 5107.235840
	Iteration 21Q: 3 clusters Score -2576822 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2576994.750000 Penalty: 5107.235840
	Iteration 22Q: 3 clusters Score -2576995 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2577148.500000 Penalty: 5107.235840
	Iteration 23Q: 3 clusters Score -2577148 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2577291.500000 Penalty: 5107.235840
	Iteration 24Q: 3 clusters Score -2577292 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2577450.500000 Penalty: 5107.235840
	Iteration 25Q: 3 clusters Score -2577450 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2577627.500000 Penalty: 5107.235840
	Iteration 26Q: 3 clusters Score -2577628 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2577804.000000 Penalty: 5107.235840
	Iteration 27Q: 3 clusters Score -2577804 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2578042.000000 Penalty: 5107.235840
	Iteration 28Q: 3 clusters Score -2578042 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2578335.750000 Penalty: 5107.235840
	Iteration 29Q: 3 clusters Score -2578336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2578661.250000 Penalty: 5107.235840
	Iteration 30Q: 3 clusters Score -2578661 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2579007.250000 Penalty: 5107.235840
	Iteration 31Q: 3 clusters Score -2579007 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2579299.750000 Penalty: 5107.235840
	Iteration 32Q: 3 clusters Score -2579300 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2579493.250000 Penalty: 5107.235840
	Iteration 33Q: 3 clusters Score -2579493 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2579632.000000 Penalty: 5107.235840
	Iteration 34Q: 3 clusters Score -2579632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -2579744.500000 Penalty: 5107.235840
	Iteration 35Q: 3 clusters Score -2579744 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2579811.500000 Penalty: 5107.235840
	Iteration 36Q: 3 clusters Score -2579812 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2579877.500000 Penalty: 5107.235840
	Iteration 37Q: 3 clusters Score -2579878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2579941.500000 Penalty: 5107.235840
	Iteration 38Q: 3 clusters Score -2579942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2579992.250000 Penalty: 5107.235840
	Iteration 39Q: 3 clusters Score -2579992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2580037.750000 Penalty: 5107.235840
	Iteration 40F: 3 clusters Score -2580038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2580078.750000 Penalty: 5107.235840
	Iteration 41Q: 3 clusters Score -2580079 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2580131.500000 Penalty: 5107.235840
	Iteration 42Q: 3 clusters Score -2580132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2580162.750000 Penalty: 5107.235840
	Iteration 43Q: 3 clusters Score -2580163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2580188.000000 Penalty: 5107.235840
	Iteration 44Q: 3 clusters Score -2580188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2580215.250000 Penalty: 5107.235840
	Iteration 45Q: 3 clusters Score -2580215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2580255.000000 Penalty: 5107.235840
	Iteration 46Q: 3 clusters Score -2580255 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2580298.750000 Penalty: 5107.235840
	Iteration 47Q: 3 clusters Score -2580299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2580341.500000 Penalty: 5107.235840
	Iteration 48Q: 3 clusters Score -2580342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -2580386.250000 Penalty: 5107.235840
	Iteration 49Q: 3 clusters Score -2580386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2580420.750000 Penalty: 5107.235840
	Iteration 50Q: 3 clusters Score -2580421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2580471.750000 Penalty: 5107.235840
	Iteration 51Q: 3 clusters Score -2580472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -2580509.500000 Penalty: 5107.235840
	Iteration 52Q: 3 clusters Score -2580510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2580532.250000 Penalty: 5107.235840
	Iteration 53Q: 3 clusters Score -2580532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2580544.750000 Penalty: 5107.235840
	Iteration 54Q: 3 clusters Score -2580545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -2580569.250000 Penalty: 5107.235840
	Iteration 55Q: 3 clusters Score -2580569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2580580.750000 Penalty: 5107.235840
	Iteration 56Q: 3 clusters Score -2580581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2580592.750000 Penalty: 5107.235840
	Iteration 57Q: 3 clusters Score -2580593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2580597.500000 Penalty: 5107.235840
	Iteration 58Q: 3 clusters Score -2580598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2580604.750000 Penalty: 5107.235840
	Iteration 59Q: 3 clusters Score -2580605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2580605.000000 Penalty: 5107.235840
	Iteration 60F: 3 clusters Score -2580605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2580607.000000 Penalty: 5107.235840
	Iteration 61Q: 3 clusters Score -2580607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2580610.250000 Penalty: 5107.235840
	Iteration 62Q: 3 clusters Score -2580610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -2580615.000000 Penalty: 5107.235840
	Iteration 63Q: 3 clusters Score -2580615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2580614.000000 Penalty: 5107.235840
	Iteration 64Q: 3 clusters Score -2580614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2580613.750000 Penalty: 5107.235840
	Iteration 65Q: 3 clusters Score -2580614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2580615.500000 Penalty: 5107.235840
	Iteration 66Q: 3 clusters Score -2580616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2580615.000000 Penalty: 5107.235840
	Iteration 67Q: 3 clusters Score -2580615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2580617.250000 Penalty: 5107.235840
	Iteration 68Q: 3 clusters Score -2580617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2580617.250000 Penalty: 5107.235840
	Iteration 69F: 3 clusters Score -2580617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Entering Unmasked Estep 
Score: -2997653.250000 Penalty: 2592.349854
	Iteration 0F: 2 clusters Score -2997653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2973943.250000 Penalty: 5184.699707
	Iteration 0F: 3 clusters Score -2973943 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2982732.750000 Penalty: 5184.699707
	Iteration 1F: 3 clusters Score -2982733 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2983572.750000 Penalty: 5184.699707
	Iteration 2F: 3 clusters Score -2983573 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2984566.500000 Penalty: 5184.699707
	Iteration 3F: 3 clusters Score -2984566 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2985646.500000 Penalty: 5184.699707
	Iteration 4F: 3 clusters Score -2985646 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2986768.500000 Penalty: 5184.699707
	Iteration 5F: 3 clusters Score -2986768 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2988043.250000 Penalty: 5184.699707
	Iteration 6F: 3 clusters Score -2988043 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2989207.250000 Penalty: 5184.699707
	Iteration 7F: 3 clusters Score -2989207 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2990282.000000 Penalty: 5184.699707
	Iteration 8F: 3 clusters Score -2990282 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2991214.750000 Penalty: 5184.699707
	Iteration 9Q: 3 clusters Score -2991215 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2991973.500000 Penalty: 5184.699707
	Iteration 10Q: 3 clusters Score -2991974 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2992597.500000 Penalty: 5184.699707
	Iteration 11Q: 3 clusters Score -2992598 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2993119.250000 Penalty: 5184.699707
	Iteration 12Q: 3 clusters Score -2993119 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2993499.000000 Penalty: 5184.699707
	Iteration 13Q: 3 clusters Score -2993499 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2993790.250000 Penalty: 5184.699707
	Iteration 14Q: 3 clusters Score -2993790 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2993983.500000 Penalty: 5184.699707
	Iteration 15Q: 3 clusters Score -2993984 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -2994133.500000 Penalty: 5184.699707
	Iteration 16Q: 3 clusters Score -2994134 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2994239.250000 Penalty: 5184.699707
	Iteration 17Q: 3 clusters Score -2994239 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -2994317.500000 Penalty: 5184.699707
	Iteration 18Q: 3 clusters Score -2994318 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -2994399.000000 Penalty: 5184.699707
	Iteration 19Q: 3 clusters Score -2994399 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2994478.000000 Penalty: 5184.699707
	Iteration 20F: 3 clusters Score -2994478 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -2994546.750000 Penalty: 5184.699707
	Iteration 21Q: 3 clusters Score -2994547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2994616.000000 Penalty: 5184.699707
	Iteration 22Q: 3 clusters Score -2994616 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -2994669.750000 Penalty: 5184.699707
	Iteration 23Q: 3 clusters Score -2994670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -2994727.000000 Penalty: 5184.699707
	Iteration 24Q: 3 clusters Score -2994727 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -2994777.500000 Penalty: 5184.699707
	Iteration 25Q: 3 clusters Score -2994778 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -2994834.750000 Penalty: 5184.699707
	Iteration 26Q: 3 clusters Score -2994835 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -2994884.250000 Penalty: 5184.699707
	Iteration 27Q: 3 clusters Score -2994884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2994932.500000 Penalty: 5184.699707
	Iteration 28Q: 3 clusters Score -2994932 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -2995004.500000 Penalty: 5184.699707
	Iteration 29Q: 3 clusters Score -2995004 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2995062.750000 Penalty: 5184.699707
	Iteration 30Q: 3 clusters Score -2995063 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -2995115.000000 Penalty: 5184.699707
	Iteration 31Q: 3 clusters Score -2995115 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -2995188.500000 Penalty: 5184.699707
	Iteration 32Q: 3 clusters Score -2995188 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -2995256.500000 Penalty: 5184.699707
	Iteration 33Q: 3 clusters Score -2995256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -2995304.000000 Penalty: 5184.699707
	Iteration 34Q: 3 clusters Score -2995304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -2995368.750000 Penalty: 5184.699707
	Iteration 35Q: 3 clusters Score -2995369 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -2995413.250000 Penalty: 5184.699707
	Iteration 36Q: 3 clusters Score -2995413 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -2995464.500000 Penalty: 5184.699707
	Iteration 37Q: 3 clusters Score -2995464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -2995494.000000 Penalty: 5184.699707
	Iteration 38Q: 3 clusters Score -2995494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -2995550.250000 Penalty: 5184.699707
	Iteration 39Q: 3 clusters Score -2995550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -2995575.000000 Penalty: 5184.699707
	Iteration 40F: 3 clusters Score -2995575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -2995612.750000 Penalty: 5184.699707
	Iteration 41Q: 3 clusters Score -2995613 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -2995640.250000 Penalty: 5184.699707
	Iteration 42Q: 3 clusters Score -2995640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -2995640.500000 Penalty: 5184.699707
	Iteration 43Q: 3 clusters Score -2995640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -2995646.250000 Penalty: 5184.699707
	Iteration 44Q: 3 clusters Score -2995646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -2995658.500000 Penalty: 5184.699707
	Iteration 45Q: 3 clusters Score -2995658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -2995669.250000 Penalty: 5184.699707
	Iteration 46Q: 3 clusters Score -2995669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -2995676.500000 Penalty: 5184.699707
	Iteration 47Q: 3 clusters Score -2995676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -2995677.500000 Penalty: 5184.699707
	Iteration 48Q: 3 clusters Score -2995678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -2995691.750000 Penalty: 5184.699707
	Iteration 49Q: 3 clusters Score -2995692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -2995693.000000 Penalty: 5184.699707
	Iteration 50Q: 3 clusters Score -2995693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -2995688.500000 Penalty: 5184.699707
	Iteration 51Q: 3 clusters Score -2995688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -2995708.250000 Penalty: 5184.699707
	Iteration 52Q: 3 clusters Score -2995708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -2995710.000000 Penalty: 5184.699707
	Iteration 53Q: 3 clusters Score -2995710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -2995711.500000 Penalty: 5184.699707
	Iteration 54Q: 3 clusters Score -2995712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -2995725.250000 Penalty: 5184.699707
	Iteration 55Q: 3 clusters Score -2995725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -2995722.250000 Penalty: 5184.699707
	Iteration 56Q: 3 clusters Score -2995722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -2995723.500000 Penalty: 5184.699707
	Iteration 57Q: 3 clusters Score -2995724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -2995728.750000 Penalty: 5184.699707
	Iteration 58Q: 3 clusters Score -2995729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -2995740.000000 Penalty: 5184.699707
	Iteration 59Q: 3 clusters Score -2995740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -2995749.750000 Penalty: 5184.699707
	Iteration 60F: 3 clusters Score -2995750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -2995765.750000 Penalty: 5184.699707
	Iteration 61Q: 3 clusters Score -2995766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -2995763.250000 Penalty: 5184.699707
	Iteration 62Q: 3 clusters Score -2995763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -2995785.750000 Penalty: 5184.699707
	Iteration 63Q: 3 clusters Score -2995786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -2995798.000000 Penalty: 5184.699707
	Iteration 64Q: 3 clusters Score -2995798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -2995810.000000 Penalty: 5184.699707
	Iteration 65Q: 3 clusters Score -2995810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -2995816.500000 Penalty: 5184.699707
	Iteration 66Q: 3 clusters Score -2995816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -2995822.250000 Penalty: 5184.699707
	Iteration 67Q: 3 clusters Score -2995822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -2995837.250000 Penalty: 5184.699707
	Iteration 68Q: 3 clusters Score -2995837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -2995844.250000 Penalty: 5184.699707
	Iteration 69Q: 3 clusters Score -2995844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -2995851.000000 Penalty: 5184.699707
	Iteration 70Q: 3 clusters Score -2995851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -2995861.500000 Penalty: 5184.699707
	Iteration 71Q: 3 clusters Score -2995862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2995872.500000 Penalty: 5184.699707
	Iteration 72Q: 3 clusters Score -2995872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -2995884.750000 Penalty: 5184.699707
	Iteration 73Q: 3 clusters Score -2995885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -2995893.500000 Penalty: 5184.699707
	Iteration 74Q: 3 clusters Score -2995894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -2995896.500000 Penalty: 5184.699707
	Iteration 75Q: 3 clusters Score -2995896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -2995897.500000 Penalty: 5184.699707
	Iteration 76Q: 3 clusters Score -2995898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -2995908.000000 Penalty: 5184.699707
	Iteration 77Q: 3 clusters Score -2995908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -2995913.750000 Penalty: 5184.699707
	Iteration 78Q: 3 clusters Score -2995914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -2995911.500000 Penalty: 5184.699707
	Iteration 79Q: 3 clusters Score -2995912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -2995915.250000 Penalty: 5184.699707
	Iteration 80F: 3 clusters Score -2995915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -2995916.500000 Penalty: 5184.699707
	Iteration 81Q: 3 clusters Score -2995916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -2995920.500000 Penalty: 5184.699707
	Iteration 82Q: 3 clusters Score -2995920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -2995917.750000 Penalty: 5184.699707
	Iteration 83Q: 3 clusters Score -2995918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -2995921.250000 Penalty: 5184.699707
	Iteration 84Q: 3 clusters Score -2995921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -2995916.500000 Penalty: 5184.699707
	Iteration 85Q: 3 clusters Score -2995916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -2995919.250000 Penalty: 5184.699707
	Iteration 86Q: 3 clusters Score -2995919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -2995921.250000 Penalty: 5184.699707
	Iteration 87Q: 3 clusters Score -2995921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -2995921.500000 Penalty: 5184.699707
	Iteration 88Q: 3 clusters Score -2995922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -2995921.000000 Penalty: 5184.699707
	Iteration 89Q: 3 clusters Score -2995921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -2995921.250000 Penalty: 5184.699707
	Iteration 90Q: 3 clusters Score -2995921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -2995928.750000 Penalty: 5184.699707
	Iteration 91Q: 3 clusters Score -2995929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -2995924.250000 Penalty: 5184.699707
	Iteration 92Q: 3 clusters Score -2995924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -2995924.250000 Penalty: 5184.699707
	Iteration 93Q: 3 clusters Score -2995924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -2995925.250000 Penalty: 5184.699707
	Iteration 94Q: 3 clusters Score -2995925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -2995923.250000 Penalty: 5184.699707
	Iteration 95Q: 3 clusters Score -2995923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -2995927.750000 Penalty: 5184.699707
	Iteration 96Q: 3 clusters Score -2995928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -2995925.500000 Penalty: 5184.699707
	Iteration 97Q: 3 clusters Score -2995926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -2995932.250000 Penalty: 5184.699707
	Iteration 98Q: 3 clusters Score -2995932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2995930.500000 Penalty: 5184.699707
	Iteration 99Q: 3 clusters Score -2995930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2995930.500000 Penalty: 5184.699707
	Iteration 100F: 3 clusters Score -2995930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -743189.625000 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -743189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -736238.375000 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -736238.4 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -738318.750000 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -738318.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -738637.375000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -738637.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -738893.625000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -738893.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -739148.062500 Penalty: 4509.803223
	Iteration 4Q: 3 clusters Score -739148.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -739428.562500 Penalty: 4509.803223
	Iteration 5Q: 3 clusters Score -739428.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -739790.250000 Penalty: 4509.803223
	Iteration 6Q: 3 clusters Score -739790.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -740181.812500 Penalty: 4509.803223
	Iteration 7Q: 3 clusters Score -740181.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -740490.937500 Penalty: 4509.803223
	Iteration 8Q: 3 clusters Score -740490.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -740747.437500 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -740747.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -740990.000000 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -740990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -741200.625000 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -741200.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -741372.625000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -741372.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -741514.500000 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -741514.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -741656.812500 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -741656.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -741746.875000 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -741746.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -741822.625000 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -741822.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -741908.187500 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -741908.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -741982.937500 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -741982.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -742069.250000 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -742069.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -742155.625000 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -742155.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -742207.375000 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -742207.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -742248.375000 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -742248.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -742279.875000 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -742279.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -742317.750000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -742317.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -742369.312500 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -742369.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -742428.125000 Penalty: 4509.803223
	Iteration 26Q: 3 clusters Score -742428.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -742484.062500 Penalty: 4509.803223
	Iteration 27Q: 3 clusters Score -742484.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -742535.250000 Penalty: 4509.803223
	Iteration 28Q: 3 clusters Score -742535.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -742578.000000 Penalty: 4509.803223
	Iteration 29Q: 3 clusters Score -742578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -742629.750000 Penalty: 4509.803223
	Iteration 30Q: 3 clusters Score -742629.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -742678.437500 Penalty: 4509.803223
	Iteration 31Q: 3 clusters Score -742678.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -742720.812500 Penalty: 4509.803223
	Iteration 32Q: 3 clusters Score -742720.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -742756.875000 Penalty: 4509.803223
	Iteration 33Q: 3 clusters Score -742756.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -742781.187500 Penalty: 4509.803223
	Iteration 34Q: 3 clusters Score -742781.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -742802.750000 Penalty: 4509.803223
	Iteration 35Q: 3 clusters Score -742802.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -742826.375000 Penalty: 4509.803223
	Iteration 36Q: 3 clusters Score -742826.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -742847.562500 Penalty: 4509.803223
	Iteration 37Q: 3 clusters Score -742847.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -742865.750000 Penalty: 4509.803223
	Iteration 38Q: 3 clusters Score -742865.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -742881.875000 Penalty: 4509.803223
	Iteration 39Q: 3 clusters Score -742881.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -742899.562500 Penalty: 4509.803223
	Iteration 40F: 3 clusters Score -742899.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -742917.062500 Penalty: 4509.803223
	Iteration 41Q: 3 clusters Score -742917.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -742928.812500 Penalty: 4509.803223
	Iteration 42Q: 3 clusters Score -742928.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -742940.625000 Penalty: 4509.803223
	Iteration 43Q: 3 clusters Score -742940.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -742950.250000 Penalty: 4509.803223
	Iteration 44Q: 3 clusters Score -742950.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -742962.437500 Penalty: 4509.803223
	Iteration 45Q: 3 clusters Score -742962.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -742980.125000 Penalty: 4509.803223
	Iteration 46Q: 3 clusters Score -742980.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -743002.375000 Penalty: 4509.803223
	Iteration 47Q: 3 clusters Score -743002.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -743030.062500 Penalty: 4509.803223
	Iteration 48Q: 3 clusters Score -743030.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -743048.562500 Penalty: 4509.803223
	Iteration 49Q: 3 clusters Score -743048.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -743063.625000 Penalty: 4509.803223
	Iteration 50Q: 3 clusters Score -743063.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -743078.500000 Penalty: 4509.803223
	Iteration 51Q: 3 clusters Score -743078.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -743093.375000 Penalty: 4509.803223
	Iteration 52Q: 3 clusters Score -743093.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -743103.687500 Penalty: 4509.803223
	Iteration 53Q: 3 clusters Score -743103.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -743118.500000 Penalty: 4509.803223
	Iteration 54Q: 3 clusters Score -743118.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -743132.687500 Penalty: 4509.803223
	Iteration 55Q: 3 clusters Score -743132.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -743143.750000 Penalty: 4509.803223
	Iteration 56Q: 3 clusters Score -743143.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -743151.562500 Penalty: 4509.803223
	Iteration 57Q: 3 clusters Score -743151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -743154.500000 Penalty: 4509.803223
	Iteration 58Q: 3 clusters Score -743154.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -743155.500000 Penalty: 4509.803223
	Iteration 59Q: 3 clusters Score -743155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -743157.312500 Penalty: 4509.803223
	Iteration 60F: 3 clusters Score -743157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -743157.812500 Penalty: 4509.803223
	Iteration 61Q: 3 clusters Score -743157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -743159.125000 Penalty: 4509.803223
	Iteration 62Q: 3 clusters Score -743159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -743159.687500 Penalty: 4509.803223
	Iteration 63Q: 3 clusters Score -743159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -743163.000000 Penalty: 4509.803223
	Iteration 64Q: 3 clusters Score -743163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -743163.312500 Penalty: 4509.803223
	Iteration 65Q: 3 clusters Score -743163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -743161.250000 Penalty: 4509.803223
	Iteration 66Q: 3 clusters Score -743161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -743163.687500 Penalty: 4509.803223
	Iteration 67Q: 3 clusters Score -743163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -743162.625000 Penalty: 4509.803223
	Iteration 68Q: 3 clusters Score -743162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -743165.625000 Penalty: 4509.803223
	Iteration 69Q: 3 clusters Score -743165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -743165.875000 Penalty: 4509.803223
	Iteration 70Q: 3 clusters Score -743165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -743165.562500 Penalty: 4509.803223
	Iteration 71Q: 3 clusters Score -743165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -743166.375000 Penalty: 4509.803223
	Iteration 72Q: 3 clusters Score -743166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -743166.375000 Penalty: 4509.803223
	Iteration 73F: 3 clusters Score -743166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Entering Unmasked Estep 
Score: -1317486.125000 Penalty: 2380.349854
	Iteration 0F: 2 clusters Score -1317486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1306858.125000 Penalty: 4760.699707
	Iteration 0F: 3 clusters Score -1306858 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1310219.500000 Penalty: 4760.699707
	Iteration 1F: 3 clusters Score -1310220 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1310871.250000 Penalty: 4760.699707
	Iteration 2F: 3 clusters Score -1310871 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1311550.750000 Penalty: 4760.699707
	Iteration 3F: 3 clusters Score -1311551 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1312367.250000 Penalty: 4760.699707
	Iteration 4F: 3 clusters Score -1312367 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1313322.125000 Penalty: 4760.699707
	Iteration 5F: 3 clusters Score -1313322 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1314276.875000 Penalty: 4760.699707
	Iteration 6F: 3 clusters Score -1314277 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1315008.875000 Penalty: 4760.699707
	Iteration 7F: 3 clusters Score -1315009 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1315567.125000 Penalty: 4760.699707
	Iteration 8Q: 3 clusters Score -1315567 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1315866.250000 Penalty: 4760.699707
	Iteration 9Q: 3 clusters Score -1315866 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1316049.000000 Penalty: 4760.699707
	Iteration 10Q: 3 clusters Score -1316049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1316157.500000 Penalty: 4760.699707
	Iteration 11Q: 3 clusters Score -1316158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1316230.375000 Penalty: 4760.699707
	Iteration 12Q: 3 clusters Score -1316230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1316279.000000 Penalty: 4760.699707
	Iteration 13Q: 3 clusters Score -1316279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1316320.500000 Penalty: 4760.699707
	Iteration 14Q: 3 clusters Score -1316320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1316352.875000 Penalty: 4760.699707
	Iteration 15Q: 3 clusters Score -1316353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1316374.125000 Penalty: 4760.699707
	Iteration 16Q: 3 clusters Score -1316374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1316390.250000 Penalty: 4760.699707
	Iteration 17Q: 3 clusters Score -1316390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1316397.375000 Penalty: 4760.699707
	Iteration 18Q: 3 clusters Score -1316397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1316402.000000 Penalty: 4760.699707
	Iteration 19Q: 3 clusters Score -1316402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1316406.500000 Penalty: 4760.699707
	Iteration 20F: 3 clusters Score -1316406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1316405.875000 Penalty: 4760.699707
	Iteration 21Q: 3 clusters Score -1316406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1316407.375000 Penalty: 4760.699707
	Iteration 22Q: 3 clusters Score -1316407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1316411.625000 Penalty: 4760.699707
	Iteration 23Q: 3 clusters Score -1316412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1316415.375000 Penalty: 4760.699707
	Iteration 24Q: 3 clusters Score -1316415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1316421.625000 Penalty: 4760.699707
	Iteration 25Q: 3 clusters Score -1316422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1316421.625000 Penalty: 4760.699707
	Iteration 26Q: 3 clusters Score -1316422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1316422.875000 Penalty: 4760.699707
	Iteration 27Q: 3 clusters Score -1316423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1316422.250000 Penalty: 4760.699707
	Iteration 28Q: 3 clusters Score -1316422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1316423.875000 Penalty: 4760.699707
	Iteration 29Q: 3 clusters Score -1316424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1316423.000000 Penalty: 4760.699707
	Iteration 30Q: 3 clusters Score -1316423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1316422.375000 Penalty: 4760.699707
	Iteration 31Q: 3 clusters Score -1316422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1316423.500000 Penalty: 4760.699707
	Iteration 32Q: 3 clusters Score -1316424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1316421.250000 Penalty: 4760.699707
	Iteration 33Q: 3 clusters Score -1316421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1316422.125000 Penalty: 4760.699707
	Iteration 34Q: 3 clusters Score -1316422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1316421.625000 Penalty: 4760.699707
	Iteration 35Q: 3 clusters Score -1316422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1316424.250000 Penalty: 4760.699707
	Iteration 36Q: 3 clusters Score -1316424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1316424.625000 Penalty: 4760.699707
	Iteration 37Q: 3 clusters Score -1316425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1316425.375000 Penalty: 4760.699707
	Iteration 38Q: 3 clusters Score -1316425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1316427.500000 Penalty: 4760.699707
	Iteration 39Q: 3 clusters Score -1316428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1316431.500000 Penalty: 4760.699707
	Iteration 40F: 3 clusters Score -1316432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1316431.125000 Penalty: 4760.699707
	Iteration 41Q: 3 clusters Score -1316431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1316431.125000 Penalty: 4760.699707
	Iteration 42Q: 3 clusters Score -1316431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1316429.875000 Penalty: 4760.699707
	Iteration 43Q: 3 clusters Score -1316430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1316430.875000 Penalty: 4760.699707
	Iteration 44Q: 3 clusters Score -1316431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1316430.875000 Penalty: 4760.699707
	Iteration 45F: 3 clusters Score -1316431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -22671.214844 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -22671.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21355.921875 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -21355.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21466.617188 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -21466.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21490.054688 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -21490.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21494.087891 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -21494.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21494.962891 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -21494.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21494.962891 Penalty: 2835.645752
	Iteration 5F: 3 clusters Score -21494.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -1099809.750000 Penalty: 2377.063721
	Iteration 0F: 2 clusters Score -1099810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1089293.000000 Penalty: 4754.127441
	Iteration 0F: 3 clusters Score -1089293 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1093001.125000 Penalty: 4754.127441
	Iteration 1F: 3 clusters Score -1093001 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1093801.250000 Penalty: 4754.127441
	Iteration 2F: 3 clusters Score -1093801 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1094795.250000 Penalty: 4754.127441
	Iteration 3F: 3 clusters Score -1094795 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1096107.375000 Penalty: 4754.127441
	Iteration 4F: 3 clusters Score -1096107 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1097645.875000 Penalty: 4754.127441
	Iteration 5F: 3 clusters Score -1097646 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1099060.375000 Penalty: 4754.127441
	Iteration 6F: 3 clusters Score -1099060 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1100123.250000 Penalty: 4754.127441
	Iteration 7F: 3 clusters Score -1100123 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1100739.875000 Penalty: 4754.127441
	Iteration 8Q: 3 clusters Score -1100740 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1101023.000000 Penalty: 4754.127441
	Iteration 9Q: 3 clusters Score -1101023 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1101193.250000 Penalty: 4754.127441
	Iteration 10Q: 3 clusters Score -1101193 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1101278.375000 Penalty: 4754.127441
	Iteration 11Q: 3 clusters Score -1101278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1101318.250000 Penalty: 4754.127441
	Iteration 12Q: 3 clusters Score -1101318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1101342.375000 Penalty: 4754.127441
	Iteration 13Q: 3 clusters Score -1101342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1101364.250000 Penalty: 4754.127441
	Iteration 14Q: 3 clusters Score -1101364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1101371.875000 Penalty: 4754.127441
	Iteration 15Q: 3 clusters Score -1101372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1101385.500000 Penalty: 4754.127441
	Iteration 16Q: 3 clusters Score -1101386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1101395.125000 Penalty: 4754.127441
	Iteration 17Q: 3 clusters Score -1101395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1101399.750000 Penalty: 4754.127441
	Iteration 18Q: 3 clusters Score -1101400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1101407.250000 Penalty: 4754.127441
	Iteration 19Q: 3 clusters Score -1101407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1101414.500000 Penalty: 4754.127441
	Iteration 20F: 3 clusters Score -1101414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1101418.625000 Penalty: 4754.127441
	Iteration 21Q: 3 clusters Score -1101419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1101422.250000 Penalty: 4754.127441
	Iteration 22Q: 3 clusters Score -1101422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1101421.750000 Penalty: 4754.127441
	Iteration 23Q: 3 clusters Score -1101422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1101424.125000 Penalty: 4754.127441
	Iteration 24Q: 3 clusters Score -1101424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1101425.500000 Penalty: 4754.127441
	Iteration 25Q: 3 clusters Score -1101426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1101426.000000 Penalty: 4754.127441
	Iteration 26Q: 3 clusters Score -1101426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1101427.375000 Penalty: 4754.127441
	Iteration 27Q: 3 clusters Score -1101427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1101428.500000 Penalty: 4754.127441
	Iteration 28Q: 3 clusters Score -1101428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1101427.750000 Penalty: 4754.127441
	Iteration 29Q: 3 clusters Score -1101428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1101428.375000 Penalty: 4754.127441
	Iteration 30Q: 3 clusters Score -1101428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1101428.875000 Penalty: 4754.127441
	Iteration 31Q: 3 clusters Score -1101429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1101430.375000 Penalty: 4754.127441
	Iteration 32Q: 3 clusters Score -1101430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1101428.500000 Penalty: 4754.127441
	Iteration 33Q: 3 clusters Score -1101428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1101434.500000 Penalty: 4754.127441
	Iteration 34Q: 3 clusters Score -1101434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1101437.875000 Penalty: 4754.127441
	Iteration 35Q: 3 clusters Score -1101438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1101436.750000 Penalty: 4754.127441
	Iteration 36Q: 3 clusters Score -1101437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1101437.750000 Penalty: 4754.127441
	Iteration 37Q: 3 clusters Score -1101438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1101437.500000 Penalty: 4754.127441
	Iteration 38Q: 3 clusters Score -1101438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1101439.000000 Penalty: 4754.127441
	Iteration 39Q: 3 clusters Score -1101439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1101439.000000 Penalty: 4754.127441
	Iteration 40F: 3 clusters Score -1101439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406440 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187218 members 
Mstep: Class 6 contains 394750 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 11709 members 
Entering Unmasked Estep 
Score: -146453616.000000 Penalty: 92524.578125
Splitting cluster 12 changes total score from -146453008.000000 to -146453616.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -384165.687500 Penalty: 2095.383789
	Iteration 0F: 2 clusters Score -384165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -379833.375000 Penalty: 4190.767578
	Iteration 0F: 3 clusters Score -379833.4 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -381005.031250 Penalty: 4190.767578
	Iteration 1F: 3 clusters Score -381005 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -381380.781250 Penalty: 4190.767578
	Iteration 2F: 3 clusters Score -381380.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -381651.312500 Penalty: 4190.767578
	Iteration 3F: 3 clusters Score -381651.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -381901.531250 Penalty: 4190.767578
	Iteration 4F: 3 clusters Score -381901.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -382147.656250 Penalty: 4190.767578
	Iteration 5Q: 3 clusters Score -382147.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -382438.687500 Penalty: 4190.767578
	Iteration 6Q: 3 clusters Score -382438.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -382696.968750 Penalty: 4190.767578
	Iteration 7Q: 3 clusters Score -382697 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -382932.875000 Penalty: 4190.767578
	Iteration 8Q: 3 clusters Score -382932.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -383201.531250 Penalty: 4190.767578
	Iteration 9Q: 3 clusters Score -383201.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -383516.968750 Penalty: 4190.767578
	Iteration 10F: 3 clusters Score -383517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -383935.843750 Penalty: 4190.767578
	Iteration 11F: 3 clusters Score -383935.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -384434.875000 Penalty: 4190.767578
	Iteration 12F: 3 clusters Score -384434.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -384745.843750 Penalty: 4190.767578
	Iteration 13Q: 3 clusters Score -384745.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -384884.812500 Penalty: 4190.767578
	Iteration 14Q: 3 clusters Score -384884.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -384936.062500 Penalty: 4190.767578
	Iteration 15Q: 3 clusters Score -384936.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -384953.062500 Penalty: 4190.767578
	Iteration 16Q: 3 clusters Score -384953.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -384962.281250 Penalty: 4190.767578
	Iteration 17Q: 3 clusters Score -384962.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -384967.843750 Penalty: 4190.767578
	Iteration 18Q: 3 clusters Score -384967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -384971.875000 Penalty: 4190.767578
	Iteration 19Q: 3 clusters Score -384971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -384977.250000 Penalty: 4190.767578
	Iteration 20F: 3 clusters Score -384977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -384978.281250 Penalty: 4190.767578
	Iteration 21Q: 3 clusters Score -384978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -384980.937500 Penalty: 4190.767578
	Iteration 22Q: 3 clusters Score -384980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -384982.093750 Penalty: 4190.767578
	Iteration 23Q: 3 clusters Score -384982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -384982.750000 Penalty: 4190.767578
	Iteration 24Q: 3 clusters Score -384982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -384982.750000 Penalty: 4190.767578
	Iteration 25F: 3 clusters Score -384982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406440 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187218 members 
Mstep: Class 6 contains 394750 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 11709 members 
Mstep: Class 27 contains 1774 members 
Entering Unmasked Estep 
Score: -146452864.000000 Penalty: 96083.218750
Splitting cluster 13 changes total score from -146453008.000000 to -146452864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -317609.718750 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -317609.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -313739.906250 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -313739.9 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -314764.843750 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -314764.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -315153.000000 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -315153 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -315534.000000 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -315534 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -315896.500000 Penalty: 4114.468262
	Iteration 4F: 3 clusters Score -315896.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -316134.000000 Penalty: 4114.468262
	Iteration 5F: 3 clusters Score -316134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -316298.937500 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -316298.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -316409.593750 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -316409.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -316503.281250 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -316503.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -316603.656250 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -316603.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -316744.687500 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -316744.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -316907.218750 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -316907.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -317086.187500 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -317086.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -317278.187500 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -317278.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -317464.656250 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -317464.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -317717.093750 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -317717.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -317831.156250 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -317831.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -317865.812500 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -317865.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -317881.062500 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -317881.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -317893.000000 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -317893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -317899.968750 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -317900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -317902.343750 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -317902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -317902.468750 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -317902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -317902.468750 Penalty: 4114.468262
	Iteration 23F: 3 clusters Score -317902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406440 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187218 members 
Mstep: Class 6 contains 394750 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 11709 members 
Mstep: Class 27 contains 1760 members 
Entering Unmasked Estep 
Score: -146452464.000000 Penalty: 96083.218750
Splitting cluster 14 changes total score from -146453008.000000 to -146452464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (152510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152510 members 
Entering Unmasked Estep 
Score: -13696729.000000 Penalty: 2959.876221
	Iteration 0F: 2 clusters Score -1.369673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -13594430.000000 Penalty: 5919.752441
	Iteration 0F: 3 clusters Score -1.359443e+07 nChanged 72962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -13636867.000000 Penalty: 5919.752441
	Iteration 1F: 3 clusters Score -1.363687e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -13637991.000000 Penalty: 5919.752441
	Iteration 2Q: 3 clusters Score -1.363799e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -13639598.000000 Penalty: 5919.752441
	Iteration 3Q: 3 clusters Score -1.36396e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -13642125.000000 Penalty: 5919.752441
	Iteration 4Q: 3 clusters Score -1.364212e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -13645364.000000 Penalty: 5919.752441
	Iteration 5Q: 3 clusters Score -1.364536e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -13650042.000000 Penalty: 5919.752441
	Iteration 6F: 3 clusters Score -1.365004e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -13656191.000000 Penalty: 5919.752441
	Iteration 7F: 3 clusters Score -1.365619e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -13663212.000000 Penalty: 5919.752441
	Iteration 8F: 3 clusters Score -1.366321e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -13669469.000000 Penalty: 5919.752441
	Iteration 9F: 3 clusters Score -1.366947e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -13674163.000000 Penalty: 5919.752441
	Iteration 10Q: 3 clusters Score -1.367416e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -13677551.000000 Penalty: 5919.752441
	Iteration 11Q: 3 clusters Score -1.367755e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122261 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -13680001.000000 Penalty: 5919.752441
	Iteration 12Q: 3 clusters Score -1.368e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125929 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -13681876.000000 Penalty: 5919.752441
	Iteration 13Q: 3 clusters Score -1.368188e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129276 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -13683417.000000 Penalty: 5919.752441
	Iteration 14Q: 3 clusters Score -1.368342e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -13684833.000000 Penalty: 5919.752441
	Iteration 15Q: 3 clusters Score -1.368483e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -13686281.000000 Penalty: 5919.752441
	Iteration 16Q: 3 clusters Score -1.368628e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137992 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -13687687.000000 Penalty: 5919.752441
	Iteration 17Q: 3 clusters Score -1.368769e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140423 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -13688858.000000 Penalty: 5919.752441
	Iteration 18Q: 3 clusters Score -1.368886e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -13689988.000000 Penalty: 5919.752441
	Iteration 19Q: 3 clusters Score -1.368999e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144428 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -13690903.000000 Penalty: 5919.752441
	Iteration 20F: 3 clusters Score -1.36909e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -13691708.000000 Penalty: 5919.752441
	Iteration 21Q: 3 clusters Score -1.369171e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147187 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -13692327.000000 Penalty: 5919.752441
	Iteration 22Q: 3 clusters Score -1.369233e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -13692770.000000 Penalty: 5919.752441
	Iteration 23Q: 3 clusters Score -1.369277e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -13693149.000000 Penalty: 5919.752441
	Iteration 24Q: 3 clusters Score -1.369315e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -13693411.000000 Penalty: 5919.752441
	Iteration 25Q: 3 clusters Score -1.369341e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149910 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13693564.000000 Penalty: 5919.752441
	Iteration 26Q: 3 clusters Score -1.369356e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13693737.000000 Penalty: 5919.752441
	Iteration 27Q: 3 clusters Score -1.369374e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150468 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13693811.000000 Penalty: 5919.752441
	Iteration 28Q: 3 clusters Score -1.369381e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13693907.000000 Penalty: 5919.752441
	Iteration 29Q: 3 clusters Score -1.369391e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13694012.000000 Penalty: 5919.752441
	Iteration 30Q: 3 clusters Score -1.369401e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13694084.000000 Penalty: 5919.752441
	Iteration 31Q: 3 clusters Score -1.369408e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13694133.000000 Penalty: 5919.752441
	Iteration 32Q: 3 clusters Score -1.369413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13694175.000000 Penalty: 5919.752441
	Iteration 33Q: 3 clusters Score -1.369418e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13694216.000000 Penalty: 5919.752441
	Iteration 34Q: 3 clusters Score -1.369422e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13694262.000000 Penalty: 5919.752441
	Iteration 35Q: 3 clusters Score -1.369426e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -13694279.000000 Penalty: 5919.752441
	Iteration 36Q: 3 clusters Score -1.369428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13694273.000000 Penalty: 5919.752441
	Iteration 37Q: 3 clusters Score -1.369427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151307 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13694296.000000 Penalty: 5919.752441
	Iteration 38Q: 3 clusters Score -1.36943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151333 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13694302.000000 Penalty: 5919.752441
	Iteration 39Q: 3 clusters Score -1.36943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13694301.000000 Penalty: 5919.752441
	Iteration 40F: 3 clusters Score -1.36943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13694318.000000 Penalty: 5919.752441
	Iteration 41Q: 3 clusters Score -1.369432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13694352.000000 Penalty: 5919.752441
	Iteration 42Q: 3 clusters Score -1.369435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151411 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13694339.000000 Penalty: 5919.752441
	Iteration 43Q: 3 clusters Score -1.369434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13694348.000000 Penalty: 5919.752441
	Iteration 44Q: 3 clusters Score -1.369435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151423 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13694334.000000 Penalty: 5919.752441
	Iteration 45Q: 3 clusters Score -1.369433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -13694342.000000 Penalty: 5919.752441
	Iteration 46Q: 3 clusters Score -1.369434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13694346.000000 Penalty: 5919.752441
	Iteration 47Q: 3 clusters Score -1.369435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -13694343.000000 Penalty: 5919.752441
	Iteration 48Q: 3 clusters Score -1.369434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13694350.000000 Penalty: 5919.752441
	Iteration 49Q: 3 clusters Score -1.369435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -13694351.000000 Penalty: 5919.752441
	Iteration 50Q: 3 clusters Score -1.369435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13694344.000000 Penalty: 5919.752441
	Iteration 51Q: 3 clusters Score -1.369434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151436 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13694340.000000 Penalty: 5919.752441
	Iteration 52Q: 3 clusters Score -1.369434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151441 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13694349.000000 Penalty: 5919.752441
	Iteration 53Q: 3 clusters Score -1.369435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13694356.000000 Penalty: 5919.752441
	Iteration 54Q: 3 clusters Score -1.369436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151449 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13694364.000000 Penalty: 5919.752441
	Iteration 55Q: 3 clusters Score -1.369436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151453 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13694360.000000 Penalty: 5919.752441
	Iteration 56Q: 3 clusters Score -1.369436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13694369.000000 Penalty: 5919.752441
	Iteration 57Q: 3 clusters Score -1.369437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151458 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13694375.000000 Penalty: 5919.752441
	Iteration 58Q: 3 clusters Score -1.369438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13694367.000000 Penalty: 5919.752441
	Iteration 59Q: 3 clusters Score -1.369437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13694392.000000 Penalty: 5919.752441
	Iteration 60F: 3 clusters Score -1.369439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13694392.000000 Penalty: 5919.752441
	Iteration 61Q: 3 clusters Score -1.369439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13694390.000000 Penalty: 5919.752441
	Iteration 62Q: 3 clusters Score -1.369439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13694385.000000 Penalty: 5919.752441
	Iteration 63Q: 3 clusters Score -1.369438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13694402.000000 Penalty: 5919.752441
	Iteration 64Q: 3 clusters Score -1.36944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13694400.000000 Penalty: 5919.752441
	Iteration 65Q: 3 clusters Score -1.36944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13694392.000000 Penalty: 5919.752441
	Iteration 66Q: 3 clusters Score -1.369439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13694392.000000 Penalty: 5919.752441
	Iteration 67Q: 3 clusters Score -1.369439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151476 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13694384.000000 Penalty: 5919.752441
	Iteration 68Q: 3 clusters Score -1.369438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151479 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13694386.000000 Penalty: 5919.752441
	Iteration 69Q: 3 clusters Score -1.369439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151482 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13694393.000000 Penalty: 5919.752441
	Iteration 70Q: 3 clusters Score -1.369439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13694398.000000 Penalty: 5919.752441
	Iteration 71Q: 3 clusters Score -1.36944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151495 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13694395.000000 Penalty: 5919.752441
	Iteration 72Q: 3 clusters Score -1.36944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13694408.000000 Penalty: 5919.752441
	Iteration 73Q: 3 clusters Score -1.369441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151502 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13694407.000000 Penalty: 5919.752441
	Iteration 74Q: 3 clusters Score -1.369441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13694424.000000 Penalty: 5919.752441
	Iteration 75Q: 3 clusters Score -1.369442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13694412.000000 Penalty: 5919.752441
	Iteration 76Q: 3 clusters Score -1.369441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13694420.000000 Penalty: 5919.752441
	Iteration 77Q: 3 clusters Score -1.369442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13694423.000000 Penalty: 5919.752441
	Iteration 78Q: 3 clusters Score -1.369442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13694436.000000 Penalty: 5919.752441
	Iteration 79Q: 3 clusters Score -1.369444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13694428.000000 Penalty: 5919.752441
	Iteration 80F: 3 clusters Score -1.369443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151519 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13694427.000000 Penalty: 5919.752441
	Iteration 81Q: 3 clusters Score -1.369443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13694427.000000 Penalty: 5919.752441
	Iteration 82Q: 3 clusters Score -1.369443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13694427.000000 Penalty: 5919.752441
	Iteration 83F: 3 clusters Score -1.369443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Entering Unmasked Estep 
Score: -1540727.875000 Penalty: 2431.432617
	Iteration 0F: 2 clusters Score -1540728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1527869.875000 Penalty: 4862.865234
	Iteration 0F: 3 clusters Score -1527870 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1532140.875000 Penalty: 4862.865234
	Iteration 1F: 3 clusters Score -1532141 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1532856.250000 Penalty: 4862.865234
	Iteration 2F: 3 clusters Score -1532856 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1533682.375000 Penalty: 4862.865234
	Iteration 3F: 3 clusters Score -1533682 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1534556.125000 Penalty: 4862.865234
	Iteration 4F: 3 clusters Score -1534556 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1535442.375000 Penalty: 4862.865234
	Iteration 5F: 3 clusters Score -1535442 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1536281.625000 Penalty: 4862.865234
	Iteration 6F: 3 clusters Score -1536282 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1537011.125000 Penalty: 4862.865234
	Iteration 7F: 3 clusters Score -1537011 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1537642.500000 Penalty: 4862.865234
	Iteration 8F: 3 clusters Score -1537642 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1538123.625000 Penalty: 4862.865234
	Iteration 9Q: 3 clusters Score -1538124 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1538547.875000 Penalty: 4862.865234
	Iteration 10Q: 3 clusters Score -1538548 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1538883.875000 Penalty: 4862.865234
	Iteration 11Q: 3 clusters Score -1538884 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1539165.125000 Penalty: 4862.865234
	Iteration 12Q: 3 clusters Score -1539165 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1539367.000000 Penalty: 4862.865234
	Iteration 13Q: 3 clusters Score -1539367 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1539528.625000 Penalty: 4862.865234
	Iteration 14Q: 3 clusters Score -1539529 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1539624.250000 Penalty: 4862.865234
	Iteration 15Q: 3 clusters Score -1539624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1539693.875000 Penalty: 4862.865234
	Iteration 16Q: 3 clusters Score -1539694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1539753.500000 Penalty: 4862.865234
	Iteration 17Q: 3 clusters Score -1539754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1539796.000000 Penalty: 4862.865234
	Iteration 18Q: 3 clusters Score -1539796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1539808.250000 Penalty: 4862.865234
	Iteration 19Q: 3 clusters Score -1539808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1539828.125000 Penalty: 4862.865234
	Iteration 20F: 3 clusters Score -1539828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1539838.250000 Penalty: 4862.865234
	Iteration 21Q: 3 clusters Score -1539838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1539849.375000 Penalty: 4862.865234
	Iteration 22Q: 3 clusters Score -1539849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1539854.875000 Penalty: 4862.865234
	Iteration 23Q: 3 clusters Score -1539855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1539856.125000 Penalty: 4862.865234
	Iteration 24Q: 3 clusters Score -1539856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1539861.500000 Penalty: 4862.865234
	Iteration 25Q: 3 clusters Score -1539862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1539866.375000 Penalty: 4862.865234
	Iteration 26Q: 3 clusters Score -1539866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1539868.000000 Penalty: 4862.865234
	Iteration 27Q: 3 clusters Score -1539868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1539865.000000 Penalty: 4862.865234
	Iteration 28Q: 3 clusters Score -1539865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1539865.125000 Penalty: 4862.865234
	Iteration 29Q: 3 clusters Score -1539865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1539868.625000 Penalty: 4862.865234
	Iteration 30Q: 3 clusters Score -1539869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1539869.750000 Penalty: 4862.865234
	Iteration 31Q: 3 clusters Score -1539870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1539873.375000 Penalty: 4862.865234
	Iteration 32Q: 3 clusters Score -1539873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1539877.125000 Penalty: 4862.865234
	Iteration 33Q: 3 clusters Score -1539877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1539882.750000 Penalty: 4862.865234
	Iteration 34Q: 3 clusters Score -1539883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1539885.500000 Penalty: 4862.865234
	Iteration 35Q: 3 clusters Score -1539886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1539885.000000 Penalty: 4862.865234
	Iteration 36Q: 3 clusters Score -1539885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1539887.125000 Penalty: 4862.865234
	Iteration 37Q: 3 clusters Score -1539887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1539888.000000 Penalty: 4862.865234
	Iteration 38Q: 3 clusters Score -1539888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1539887.500000 Penalty: 4862.865234
	Iteration 39Q: 3 clusters Score -1539888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1539887.625000 Penalty: 4862.865234
	Iteration 40F: 3 clusters Score -1539888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1539894.375000 Penalty: 4862.865234
	Iteration 41Q: 3 clusters Score -1539894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1539891.750000 Penalty: 4862.865234
	Iteration 42Q: 3 clusters Score -1539892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1539892.875000 Penalty: 4862.865234
	Iteration 43Q: 3 clusters Score -1539893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1539890.000000 Penalty: 4862.865234
	Iteration 44Q: 3 clusters Score -1539890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1539892.250000 Penalty: 4862.865234
	Iteration 45Q: 3 clusters Score -1539892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1539890.000000 Penalty: 4862.865234
	Iteration 46Q: 3 clusters Score -1539890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1539892.375000 Penalty: 4862.865234
	Iteration 47Q: 3 clusters Score -1539892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1539888.625000 Penalty: 4862.865234
	Iteration 48Q: 3 clusters Score -1539889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1539890.875000 Penalty: 4862.865234
	Iteration 49Q: 3 clusters Score -1539891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1539891.750000 Penalty: 4862.865234
	Iteration 50Q: 3 clusters Score -1539892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1539892.250000 Penalty: 4862.865234
	Iteration 51Q: 3 clusters Score -1539892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1539892.750000 Penalty: 4862.865234
	Iteration 52Q: 3 clusters Score -1539893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1539893.375000 Penalty: 4862.865234
	Iteration 53Q: 3 clusters Score -1539893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1539893.375000 Penalty: 4862.865234
	Iteration 54Q: 3 clusters Score -1539893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1539892.250000 Penalty: 4862.865234
	Iteration 55Q: 3 clusters Score -1539892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1539894.000000 Penalty: 4862.865234
	Iteration 56Q: 3 clusters Score -1539894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1539892.875000 Penalty: 4862.865234
	Iteration 57Q: 3 clusters Score -1539893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1539891.625000 Penalty: 4862.865234
	Iteration 58Q: 3 clusters Score -1539892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1539893.375000 Penalty: 4862.865234
	Iteration 59Q: 3 clusters Score -1539893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1539894.625000 Penalty: 4862.865234
	Iteration 60F: 3 clusters Score -1539895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1539897.125000 Penalty: 4862.865234
	Iteration 61Q: 3 clusters Score -1539897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1539896.875000 Penalty: 4862.865234
	Iteration 62Q: 3 clusters Score -1539897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1539898.750000 Penalty: 4862.865234
	Iteration 63Q: 3 clusters Score -1539899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1539899.750000 Penalty: 4862.865234
	Iteration 64Q: 3 clusters Score -1539900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1539899.750000 Penalty: 4862.865234
	Iteration 65F: 3 clusters Score -1539900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Entering Unmasked Estep 
Score: -2386952.000000 Penalty: 2525.171143
	Iteration 0F: 2 clusters Score -2386952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2368600.750000 Penalty: 5050.342285
	Iteration 0F: 3 clusters Score -2368601 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2374985.750000 Penalty: 5050.342285
	Iteration 1F: 3 clusters Score -2374986 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2375443.250000 Penalty: 5050.342285
	Iteration 2F: 3 clusters Score -2375443 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2375836.500000 Penalty: 5050.342285
	Iteration 3Q: 3 clusters Score -2375836 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2376170.750000 Penalty: 5050.342285
	Iteration 4Q: 3 clusters Score -2376171 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2376570.250000 Penalty: 5050.342285
	Iteration 5Q: 3 clusters Score -2376570 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2377107.250000 Penalty: 5050.342285
	Iteration 6Q: 3 clusters Score -2377107 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2377929.500000 Penalty: 5050.342285
	Iteration 7F: 3 clusters Score -2377930 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2379201.000000 Penalty: 5050.342285
	Iteration 8F: 3 clusters Score -2379201 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2380931.250000 Penalty: 5050.342285
	Iteration 9F: 3 clusters Score -2380931 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2382648.250000 Penalty: 5050.342285
	Iteration 10F: 3 clusters Score -2382648 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2383897.250000 Penalty: 5050.342285
	Iteration 11Q: 3 clusters Score -2383897 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2384519.250000 Penalty: 5050.342285
	Iteration 12Q: 3 clusters Score -2384519 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2384827.250000 Penalty: 5050.342285
	Iteration 13Q: 3 clusters Score -2384827 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2384959.500000 Penalty: 5050.342285
	Iteration 14Q: 3 clusters Score -2384960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2385053.000000 Penalty: 5050.342285
	Iteration 15Q: 3 clusters Score -2385053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2385117.500000 Penalty: 5050.342285
	Iteration 16Q: 3 clusters Score -2385118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2385151.000000 Penalty: 5050.342285
	Iteration 17Q: 3 clusters Score -2385151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2385179.250000 Penalty: 5050.342285
	Iteration 18Q: 3 clusters Score -2385179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2385195.500000 Penalty: 5050.342285
	Iteration 19Q: 3 clusters Score -2385196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2385212.500000 Penalty: 5050.342285
	Iteration 20F: 3 clusters Score -2385212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2385211.750000 Penalty: 5050.342285
	Iteration 21Q: 3 clusters Score -2385212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2385221.500000 Penalty: 5050.342285
	Iteration 22Q: 3 clusters Score -2385222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2385224.500000 Penalty: 5050.342285
	Iteration 23Q: 3 clusters Score -2385224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2385229.750000 Penalty: 5050.342285
	Iteration 24Q: 3 clusters Score -2385230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2385230.000000 Penalty: 5050.342285
	Iteration 25Q: 3 clusters Score -2385230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2385230.000000 Penalty: 5050.342285
	Iteration 26F: 3 clusters Score -2385230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -354420.375000 Penalty: 2073.877441
	Iteration 0F: 2 clusters Score -354420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -350394.843750 Penalty: 4147.754883
	Iteration 0F: 3 clusters Score -350394.8 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -351536.218750 Penalty: 4147.754883
	Iteration 1F: 3 clusters Score -351536.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -351981.562500 Penalty: 4147.754883
	Iteration 2F: 3 clusters Score -351981.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -352348.281250 Penalty: 4147.754883
	Iteration 3F: 3 clusters Score -352348.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -352597.312500 Penalty: 4147.754883
	Iteration 4F: 3 clusters Score -352597.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -352761.343750 Penalty: 4147.754883
	Iteration 5Q: 3 clusters Score -352761.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -352880.687500 Penalty: 4147.754883
	Iteration 6Q: 3 clusters Score -352880.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -352968.000000 Penalty: 4147.754883
	Iteration 7Q: 3 clusters Score -352968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -353038.250000 Penalty: 4147.754883
	Iteration 8Q: 3 clusters Score -353038.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -353078.843750 Penalty: 4147.754883
	Iteration 9Q: 3 clusters Score -353078.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -353103.156250 Penalty: 4147.754883
	Iteration 10Q: 3 clusters Score -353103.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -353115.250000 Penalty: 4147.754883
	Iteration 11Q: 3 clusters Score -353115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -353123.000000 Penalty: 4147.754883
	Iteration 12Q: 3 clusters Score -353123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -353128.343750 Penalty: 4147.754883
	Iteration 13Q: 3 clusters Score -353128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -353134.750000 Penalty: 4147.754883
	Iteration 14Q: 3 clusters Score -353134.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -353145.281250 Penalty: 4147.754883
	Iteration 15Q: 3 clusters Score -353145.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -353157.156250 Penalty: 4147.754883
	Iteration 16Q: 3 clusters Score -353157.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -353168.187500 Penalty: 4147.754883
	Iteration 17Q: 3 clusters Score -353168.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -353173.843750 Penalty: 4147.754883
	Iteration 18Q: 3 clusters Score -353173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -353178.781250 Penalty: 4147.754883
	Iteration 19Q: 3 clusters Score -353178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -353182.875000 Penalty: 4147.754883
	Iteration 20F: 3 clusters Score -353182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -353184.843750 Penalty: 4147.754883
	Iteration 21Q: 3 clusters Score -353184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -353186.875000 Penalty: 4147.754883
	Iteration 22Q: 3 clusters Score -353186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -353187.562500 Penalty: 4147.754883
	Iteration 23Q: 3 clusters Score -353187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -353188.718750 Penalty: 4147.754883
	Iteration 24Q: 3 clusters Score -353188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -353190.031250 Penalty: 4147.754883
	Iteration 25Q: 3 clusters Score -353190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -353191.093750 Penalty: 4147.754883
	Iteration 26Q: 3 clusters Score -353191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -353192.437500 Penalty: 4147.754883
	Iteration 27Q: 3 clusters Score -353192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -353194.281250 Penalty: 4147.754883
	Iteration 28Q: 3 clusters Score -353194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -353194.531250 Penalty: 4147.754883
	Iteration 29Q: 3 clusters Score -353194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -353196.687500 Penalty: 4147.754883
	Iteration 30Q: 3 clusters Score -353196.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -353199.125000 Penalty: 4147.754883
	Iteration 31Q: 3 clusters Score -353199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -353202.593750 Penalty: 4147.754883
	Iteration 32Q: 3 clusters Score -353202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -353205.937500 Penalty: 4147.754883
	Iteration 33Q: 3 clusters Score -353205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -353208.625000 Penalty: 4147.754883
	Iteration 34Q: 3 clusters Score -353208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -353212.281250 Penalty: 4147.754883
	Iteration 35Q: 3 clusters Score -353212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -353214.281250 Penalty: 4147.754883
	Iteration 36Q: 3 clusters Score -353214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -353216.718750 Penalty: 4147.754883
	Iteration 37Q: 3 clusters Score -353216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -353216.687500 Penalty: 4147.754883
	Iteration 38Q: 3 clusters Score -353216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -353217.625000 Penalty: 4147.754883
	Iteration 39Q: 3 clusters Score -353217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -353217.593750 Penalty: 4147.754883
	Iteration 40F: 3 clusters Score -353217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -353217.718750 Penalty: 4147.754883
	Iteration 41Q: 3 clusters Score -353217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -353217.875000 Penalty: 4147.754883
	Iteration 42Q: 3 clusters Score -353217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -353217.875000 Penalty: 4147.754883
	Iteration 43F: 3 clusters Score -353217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Entering Unmasked Estep 
Score: -2362909.500000 Penalty: 2538.151367
	Iteration 0F: 2 clusters Score -2362910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2343696.500000 Penalty: 5076.302734
	Iteration 0F: 3 clusters Score -2343696 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2350460.000000 Penalty: 5076.302734
	Iteration 1F: 3 clusters Score -2350460 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2350965.250000 Penalty: 5076.302734
	Iteration 2Q: 3 clusters Score -2350965 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2351411.000000 Penalty: 5076.302734
	Iteration 3Q: 3 clusters Score -2351411 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2351898.500000 Penalty: 5076.302734
	Iteration 4Q: 3 clusters Score -2351898 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2352515.250000 Penalty: 5076.302734
	Iteration 5Q: 3 clusters Score -2352515 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2353311.250000 Penalty: 5076.302734
	Iteration 6F: 3 clusters Score -2353311 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2354141.500000 Penalty: 5076.302734
	Iteration 7F: 3 clusters Score -2354142 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2354979.250000 Penalty: 5076.302734
	Iteration 8F: 3 clusters Score -2354979 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2355884.000000 Penalty: 5076.302734
	Iteration 9F: 3 clusters Score -2355884 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2356833.500000 Penalty: 5076.302734
	Iteration 10F: 3 clusters Score -2356834 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2357756.000000 Penalty: 5076.302734
	Iteration 11Q: 3 clusters Score -2357756 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2358486.500000 Penalty: 5076.302734
	Iteration 12Q: 3 clusters Score -2358486 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2358997.500000 Penalty: 5076.302734
	Iteration 13Q: 3 clusters Score -2358998 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2359395.250000 Penalty: 5076.302734
	Iteration 14Q: 3 clusters Score -2359395 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2359701.000000 Penalty: 5076.302734
	Iteration 15Q: 3 clusters Score -2359701 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2360049.750000 Penalty: 5076.302734
	Iteration 16Q: 3 clusters Score -2360050 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2360326.750000 Penalty: 5076.302734
	Iteration 17Q: 3 clusters Score -2360327 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2360541.500000 Penalty: 5076.302734
	Iteration 18Q: 3 clusters Score -2360542 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2360712.250000 Penalty: 5076.302734
	Iteration 19Q: 3 clusters Score -2360712 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2360848.750000 Penalty: 5076.302734
	Iteration 20F: 3 clusters Score -2360849 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2360930.500000 Penalty: 5076.302734
	Iteration 21Q: 3 clusters Score -2360930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2360981.750000 Penalty: 5076.302734
	Iteration 22Q: 3 clusters Score -2360982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -2361025.250000 Penalty: 5076.302734
	Iteration 23Q: 3 clusters Score -2361025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2361055.000000 Penalty: 5076.302734
	Iteration 24Q: 3 clusters Score -2361055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -2361080.500000 Penalty: 5076.302734
	Iteration 25Q: 3 clusters Score -2361080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2361091.000000 Penalty: 5076.302734
	Iteration 26Q: 3 clusters Score -2361091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2361105.250000 Penalty: 5076.302734
	Iteration 27Q: 3 clusters Score -2361105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -2361116.000000 Penalty: 5076.302734
	Iteration 28Q: 3 clusters Score -2361116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2361120.000000 Penalty: 5076.302734
	Iteration 29Q: 3 clusters Score -2361120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2361120.000000 Penalty: 5076.302734
	Iteration 30Q: 3 clusters Score -2361120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2361122.250000 Penalty: 5076.302734
	Iteration 31Q: 3 clusters Score -2361122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2361122.750000 Penalty: 5076.302734
	Iteration 32Q: 3 clusters Score -2361123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -2361127.750000 Penalty: 5076.302734
	Iteration 33Q: 3 clusters Score -2361128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -2361138.250000 Penalty: 5076.302734
	Iteration 34Q: 3 clusters Score -2361138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2361143.500000 Penalty: 5076.302734
	Iteration 35Q: 3 clusters Score -2361144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2361144.000000 Penalty: 5076.302734
	Iteration 36Q: 3 clusters Score -2361144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2361144.750000 Penalty: 5076.302734
	Iteration 37Q: 3 clusters Score -2361145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2361142.500000 Penalty: 5076.302734
	Iteration 38Q: 3 clusters Score -2361142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2361146.500000 Penalty: 5076.302734
	Iteration 39Q: 3 clusters Score -2361146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2361149.750000 Penalty: 5076.302734
	Iteration 40F: 3 clusters Score -2361150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2361152.250000 Penalty: 5076.302734
	Iteration 41Q: 3 clusters Score -2361152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2361153.000000 Penalty: 5076.302734
	Iteration 42Q: 3 clusters Score -2361153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2361155.250000 Penalty: 5076.302734
	Iteration 43Q: 3 clusters Score -2361155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2361156.000000 Penalty: 5076.302734
	Iteration 44Q: 3 clusters Score -2361156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2361155.000000 Penalty: 5076.302734
	Iteration 45Q: 3 clusters Score -2361155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2361156.500000 Penalty: 5076.302734
	Iteration 46Q: 3 clusters Score -2361156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2361152.750000 Penalty: 5076.302734
	Iteration 47Q: 3 clusters Score -2361153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2361154.750000 Penalty: 5076.302734
	Iteration 48Q: 3 clusters Score -2361155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2361154.500000 Penalty: 5076.302734
	Iteration 49Q: 3 clusters Score -2361154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2361154.500000 Penalty: 5076.302734
	Iteration 50Q: 3 clusters Score -2361154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -2361154.750000 Penalty: 5076.302734
	Iteration 51Q: 3 clusters Score -2361155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -2361158.000000 Penalty: 5076.302734
	Iteration 52Q: 3 clusters Score -2361158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2361156.250000 Penalty: 5076.302734
	Iteration 53Q: 3 clusters Score -2361156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2361158.250000 Penalty: 5076.302734
	Iteration 54Q: 3 clusters Score -2361158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2361157.750000 Penalty: 5076.302734
	Iteration 55Q: 3 clusters Score -2361158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -2361159.000000 Penalty: 5076.302734
	Iteration 56Q: 3 clusters Score -2361159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2361162.750000 Penalty: 5076.302734
	Iteration 57Q: 3 clusters Score -2361163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2361164.750000 Penalty: 5076.302734
	Iteration 58Q: 3 clusters Score -2361165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -2361163.000000 Penalty: 5076.302734
	Iteration 59Q: 3 clusters Score -2361163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2361163.750000 Penalty: 5076.302734
	Iteration 60F: 3 clusters Score -2361164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -2361163.000000 Penalty: 5076.302734
	Iteration 61Q: 3 clusters Score -2361163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2361163.000000 Penalty: 5076.302734
	Iteration 62Q: 3 clusters Score -2361163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2361163.000000 Penalty: 5076.302734
	Iteration 63Q: 3 clusters Score -2361163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -2361165.500000 Penalty: 5076.302734
	Iteration 64Q: 3 clusters Score -2361166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2361165.750000 Penalty: 5076.302734
	Iteration 65Q: 3 clusters Score -2361166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2361166.500000 Penalty: 5076.302734
	Iteration 66Q: 3 clusters Score -2361166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2361173.250000 Penalty: 5076.302734
	Iteration 67Q: 3 clusters Score -2361173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2361177.250000 Penalty: 5076.302734
	Iteration 68Q: 3 clusters Score -2361177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2361178.000000 Penalty: 5076.302734
	Iteration 69Q: 3 clusters Score -2361178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2361181.250000 Penalty: 5076.302734
	Iteration 70Q: 3 clusters Score -2361181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2361179.500000 Penalty: 5076.302734
	Iteration 71Q: 3 clusters Score -2361180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2361183.000000 Penalty: 5076.302734
	Iteration 72Q: 3 clusters Score -2361183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2361181.250000 Penalty: 5076.302734
	Iteration 73Q: 3 clusters Score -2361181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2361183.250000 Penalty: 5076.302734
	Iteration 74Q: 3 clusters Score -2361183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2361182.000000 Penalty: 5076.302734
	Iteration 75Q: 3 clusters Score -2361182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -2361185.000000 Penalty: 5076.302734
	Iteration 76Q: 3 clusters Score -2361185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -2361185.000000 Penalty: 5076.302734
	Iteration 77Q: 3 clusters Score -2361185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2361186.000000 Penalty: 5076.302734
	Iteration 78Q: 3 clusters Score -2361186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2361187.250000 Penalty: 5076.302734
	Iteration 79Q: 3 clusters Score -2361187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -2361186.250000 Penalty: 5076.302734
	Iteration 80F: 3 clusters Score -2361186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2361188.000000 Penalty: 5076.302734
	Iteration 81Q: 3 clusters Score -2361188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2361188.500000 Penalty: 5076.302734
	Iteration 82Q: 3 clusters Score -2361188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2361190.000000 Penalty: 5076.302734
	Iteration 83Q: 3 clusters Score -2361190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2361189.750000 Penalty: 5076.302734
	Iteration 84Q: 3 clusters Score -2361190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2361194.500000 Penalty: 5076.302734
	Iteration 85Q: 3 clusters Score -2361194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -2361198.250000 Penalty: 5076.302734
	Iteration 86Q: 3 clusters Score -2361198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -2361200.750000 Penalty: 5076.302734
	Iteration 87Q: 3 clusters Score -2361201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2361200.250000 Penalty: 5076.302734
	Iteration 88Q: 3 clusters Score -2361200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2361199.500000 Penalty: 5076.302734
	Iteration 89Q: 3 clusters Score -2361200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2361199.500000 Penalty: 5076.302734
	Iteration 90Q: 3 clusters Score -2361200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2361199.750000 Penalty: 5076.302734
	Iteration 91Q: 3 clusters Score -2361200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2361198.750000 Penalty: 5076.302734
	Iteration 92Q: 3 clusters Score -2361199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2361198.750000 Penalty: 5076.302734
	Iteration 93F: 3 clusters Score -2361199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Entering Unmasked Estep 
Score: -5724656.500000 Penalty: 2743.111816
	Iteration 0F: 2 clusters Score -5724656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -5681719.500000 Penalty: 5486.223633
	Iteration 0F: 3 clusters Score -5681720 nChanged 29851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -5698991.500000 Penalty: 5486.223633
	Iteration 1F: 3 clusters Score -5698992 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5700205.000000 Penalty: 5486.223633
	Iteration 2Q: 3 clusters Score -5700205 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5701695.000000 Penalty: 5486.223633
	Iteration 3Q: 3 clusters Score -5701695 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5703525.500000 Penalty: 5486.223633
	Iteration 4F: 3 clusters Score -5703526 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -5705463.500000 Penalty: 5486.223633
	Iteration 5F: 3 clusters Score -5705464 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5707447.500000 Penalty: 5486.223633
	Iteration 6F: 3 clusters Score -5707448 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5709475.500000 Penalty: 5486.223633
	Iteration 7F: 3 clusters Score -5709476 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5711390.500000 Penalty: 5486.223633
	Iteration 8F: 3 clusters Score -5711390 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5713284.500000 Penalty: 5486.223633
	Iteration 9Q: 3 clusters Score -5713284 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -5714744.000000 Penalty: 5486.223633
	Iteration 10Q: 3 clusters Score -5714744 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5715613.500000 Penalty: 5486.223633
	Iteration 11Q: 3 clusters Score -5715614 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -5716355.000000 Penalty: 5486.223633
	Iteration 12Q: 3 clusters Score -5716355 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5716803.500000 Penalty: 5486.223633
	Iteration 13Q: 3 clusters Score -5716804 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -5717274.500000 Penalty: 5486.223633
	Iteration 14Q: 3 clusters Score -5717274 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -5717716.500000 Penalty: 5486.223633
	Iteration 15Q: 3 clusters Score -5717716 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5718245.500000 Penalty: 5486.223633
	Iteration 16Q: 3 clusters Score -5718246 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -5718838.500000 Penalty: 5486.223633
	Iteration 17Q: 3 clusters Score -5718838 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -5719433.500000 Penalty: 5486.223633
	Iteration 18Q: 3 clusters Score -5719434 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -5720044.500000 Penalty: 5486.223633
	Iteration 19Q: 3 clusters Score -5720044 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5720691.500000 Penalty: 5486.223633
	Iteration 20F: 3 clusters Score -5720692 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5721349.500000 Penalty: 5486.223633
	Iteration 21Q: 3 clusters Score -5721350 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5721951.500000 Penalty: 5486.223633
	Iteration 22Q: 3 clusters Score -5721952 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5722489.500000 Penalty: 5486.223633
	Iteration 23Q: 3 clusters Score -5722490 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5722943.500000 Penalty: 5486.223633
	Iteration 24Q: 3 clusters Score -5722944 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5723317.500000 Penalty: 5486.223633
	Iteration 25Q: 3 clusters Score -5723318 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5723562.000000 Penalty: 5486.223633
	Iteration 26Q: 3 clusters Score -5723562 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5723731.000000 Penalty: 5486.223633
	Iteration 27Q: 3 clusters Score -5723731 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5723809.500000 Penalty: 5486.223633
	Iteration 28Q: 3 clusters Score -5723810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5723859.000000 Penalty: 5486.223633
	Iteration 29Q: 3 clusters Score -5723859 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5723874.000000 Penalty: 5486.223633
	Iteration 30Q: 3 clusters Score -5723874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5723899.000000 Penalty: 5486.223633
	Iteration 31Q: 3 clusters Score -5723899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5723920.500000 Penalty: 5486.223633
	Iteration 32Q: 3 clusters Score -5723920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5723930.500000 Penalty: 5486.223633
	Iteration 33Q: 3 clusters Score -5723930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5723938.000000 Penalty: 5486.223633
	Iteration 34Q: 3 clusters Score -5723938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5723933.000000 Penalty: 5486.223633
	Iteration 35Q: 3 clusters Score -5723933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5723937.500000 Penalty: 5486.223633
	Iteration 36Q: 3 clusters Score -5723938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5723938.000000 Penalty: 5486.223633
	Iteration 37Q: 3 clusters Score -5723938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5723941.000000 Penalty: 5486.223633
	Iteration 38Q: 3 clusters Score -5723941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5723938.000000 Penalty: 5486.223633
	Iteration 39Q: 3 clusters Score -5723938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5723939.500000 Penalty: 5486.223633
	Iteration 40F: 3 clusters Score -5723940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5723930.000000 Penalty: 5486.223633
	Iteration 41Q: 3 clusters Score -5723930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5723937.000000 Penalty: 5486.223633
	Iteration 42Q: 3 clusters Score -5723937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5723932.000000 Penalty: 5486.223633
	Iteration 43Q: 3 clusters Score -5723932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5723935.000000 Penalty: 5486.223633
	Iteration 44Q: 3 clusters Score -5723935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5723935.000000 Penalty: 5486.223633
	Iteration 45Q: 3 clusters Score -5723935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5723933.500000 Penalty: 5486.223633
	Iteration 46Q: 3 clusters Score -5723934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5723938.500000 Penalty: 5486.223633
	Iteration 47Q: 3 clusters Score -5723938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5723933.500000 Penalty: 5486.223633
	Iteration 48Q: 3 clusters Score -5723934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5723937.500000 Penalty: 5486.223633
	Iteration 49Q: 3 clusters Score -5723938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5723937.500000 Penalty: 5486.223633
	Iteration 50F: 3 clusters Score -5723938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Entering Unmasked Estep 
Score: -655461.812500 Penalty: 2221.845703
	Iteration 0F: 2 clusters Score -655461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -649151.812500 Penalty: 4443.691406
	Iteration 0F: 3 clusters Score -649151.8 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -651048.437500 Penalty: 4443.691406
	Iteration 1F: 3 clusters Score -651048.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -651515.125000 Penalty: 4443.691406
	Iteration 2F: 3 clusters Score -651515.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -651913.250000 Penalty: 4443.691406
	Iteration 3F: 3 clusters Score -651913.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -652319.312500 Penalty: 4443.691406
	Iteration 4F: 3 clusters Score -652319.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -652684.375000 Penalty: 4443.691406
	Iteration 5F: 3 clusters Score -652684.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -652930.250000 Penalty: 4443.691406
	Iteration 6F: 3 clusters Score -652930.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -653116.250000 Penalty: 4443.691406
	Iteration 7Q: 3 clusters Score -653116.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -653272.812500 Penalty: 4443.691406
	Iteration 8Q: 3 clusters Score -653272.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -653407.562500 Penalty: 4443.691406
	Iteration 9Q: 3 clusters Score -653407.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -653528.250000 Penalty: 4443.691406
	Iteration 10Q: 3 clusters Score -653528.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -653626.937500 Penalty: 4443.691406
	Iteration 11Q: 3 clusters Score -653626.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -653719.562500 Penalty: 4443.691406
	Iteration 12Q: 3 clusters Score -653719.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -653816.312500 Penalty: 4443.691406
	Iteration 13Q: 3 clusters Score -653816.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -653882.000000 Penalty: 4443.691406
	Iteration 14Q: 3 clusters Score -653882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -653932.062500 Penalty: 4443.691406
	Iteration 15Q: 3 clusters Score -653932.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -653981.125000 Penalty: 4443.691406
	Iteration 16Q: 3 clusters Score -653981.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -654036.687500 Penalty: 4443.691406
	Iteration 17Q: 3 clusters Score -654036.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -654077.937500 Penalty: 4443.691406
	Iteration 18Q: 3 clusters Score -654077.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -654112.000000 Penalty: 4443.691406
	Iteration 19Q: 3 clusters Score -654112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -654144.125000 Penalty: 4443.691406
	Iteration 20F: 3 clusters Score -654144.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -654184.312500 Penalty: 4443.691406
	Iteration 21Q: 3 clusters Score -654184.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -654211.937500 Penalty: 4443.691406
	Iteration 22Q: 3 clusters Score -654211.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -654236.000000 Penalty: 4443.691406
	Iteration 23Q: 3 clusters Score -654236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -654250.500000 Penalty: 4443.691406
	Iteration 24Q: 3 clusters Score -654250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -654259.250000 Penalty: 4443.691406
	Iteration 25Q: 3 clusters Score -654259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -654264.937500 Penalty: 4443.691406
	Iteration 26Q: 3 clusters Score -654264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -654271.562500 Penalty: 4443.691406
	Iteration 27Q: 3 clusters Score -654271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -654277.500000 Penalty: 4443.691406
	Iteration 28Q: 3 clusters Score -654277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -654279.562500 Penalty: 4443.691406
	Iteration 29Q: 3 clusters Score -654279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -654284.062500 Penalty: 4443.691406
	Iteration 30Q: 3 clusters Score -654284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -654286.312500 Penalty: 4443.691406
	Iteration 31Q: 3 clusters Score -654286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -654288.187500 Penalty: 4443.691406
	Iteration 32Q: 3 clusters Score -654288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -654288.812500 Penalty: 4443.691406
	Iteration 33Q: 3 clusters Score -654288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -654290.500000 Penalty: 4443.691406
	Iteration 34Q: 3 clusters Score -654290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -654293.000000 Penalty: 4443.691406
	Iteration 35Q: 3 clusters Score -654293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -654294.625000 Penalty: 4443.691406
	Iteration 36Q: 3 clusters Score -654294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -654292.937500 Penalty: 4443.691406
	Iteration 37Q: 3 clusters Score -654292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -654293.687500 Penalty: 4443.691406
	Iteration 38Q: 3 clusters Score -654293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -654293.687500 Penalty: 4443.691406
	Iteration 39F: 3 clusters Score -654293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Entering Unmasked Estep 
Score: -1971490.250000 Penalty: 2493.918457
	Iteration 0F: 2 clusters Score -1971490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1955347.125000 Penalty: 4987.836914
	Iteration 0F: 3 clusters Score -1955347 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1961108.250000 Penalty: 4987.836914
	Iteration 1F: 3 clusters Score -1961108 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1962004.500000 Penalty: 4987.836914
	Iteration 2F: 3 clusters Score -1962004 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1963193.500000 Penalty: 4987.836914
	Iteration 3F: 3 clusters Score -1963194 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1964582.625000 Penalty: 4987.836914
	Iteration 4F: 3 clusters Score -1964583 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1965974.625000 Penalty: 4987.836914
	Iteration 5F: 3 clusters Score -1965975 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1967122.875000 Penalty: 4987.836914
	Iteration 6F: 3 clusters Score -1967123 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1968067.750000 Penalty: 4987.836914
	Iteration 7F: 3 clusters Score -1968068 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1968763.125000 Penalty: 4987.836914
	Iteration 8Q: 3 clusters Score -1968763 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1969360.125000 Penalty: 4987.836914
	Iteration 9Q: 3 clusters Score -1969360 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1969863.125000 Penalty: 4987.836914
	Iteration 10Q: 3 clusters Score -1969863 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1970187.000000 Penalty: 4987.836914
	Iteration 11Q: 3 clusters Score -1970187 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1970437.000000 Penalty: 4987.836914
	Iteration 12Q: 3 clusters Score -1970437 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1970681.250000 Penalty: 4987.836914
	Iteration 13Q: 3 clusters Score -1970681 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1970873.875000 Penalty: 4987.836914
	Iteration 14Q: 3 clusters Score -1970874 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1971085.500000 Penalty: 4987.836914
	Iteration 15Q: 3 clusters Score -1971086 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1971323.125000 Penalty: 4987.836914
	Iteration 16Q: 3 clusters Score -1971323 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1971612.250000 Penalty: 4987.836914
	Iteration 17Q: 3 clusters Score -1971612 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1971774.875000 Penalty: 4987.836914
	Iteration 18Q: 3 clusters Score -1971775 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1971845.500000 Penalty: 4987.836914
	Iteration 19Q: 3 clusters Score -1971846 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1971861.875000 Penalty: 4987.836914
	Iteration 20F: 3 clusters Score -1971862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1971875.625000 Penalty: 4987.836914
	Iteration 21Q: 3 clusters Score -1971876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1971885.500000 Penalty: 4987.836914
	Iteration 22Q: 3 clusters Score -1971886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1971899.625000 Penalty: 4987.836914
	Iteration 23Q: 3 clusters Score -1971900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1971907.375000 Penalty: 4987.836914
	Iteration 24Q: 3 clusters Score -1971907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1971909.875000 Penalty: 4987.836914
	Iteration 25Q: 3 clusters Score -1971910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1971917.250000 Penalty: 4987.836914
	Iteration 26Q: 3 clusters Score -1971917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1971916.500000 Penalty: 4987.836914
	Iteration 27Q: 3 clusters Score -1971916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1971914.000000 Penalty: 4987.836914
	Iteration 28Q: 3 clusters Score -1971914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1971918.375000 Penalty: 4987.836914
	Iteration 29Q: 3 clusters Score -1971918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1971928.250000 Penalty: 4987.836914
	Iteration 30Q: 3 clusters Score -1971928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1971927.750000 Penalty: 4987.836914
	Iteration 31Q: 3 clusters Score -1971928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1971932.625000 Penalty: 4987.836914
	Iteration 32Q: 3 clusters Score -1971933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1971933.375000 Penalty: 4987.836914
	Iteration 33Q: 3 clusters Score -1971933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1971936.500000 Penalty: 4987.836914
	Iteration 34Q: 3 clusters Score -1971936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1971940.000000 Penalty: 4987.836914
	Iteration 35Q: 3 clusters Score -1971940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1971947.000000 Penalty: 4987.836914
	Iteration 36Q: 3 clusters Score -1971947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1971948.125000 Penalty: 4987.836914
	Iteration 37Q: 3 clusters Score -1971948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1971957.250000 Penalty: 4987.836914
	Iteration 38Q: 3 clusters Score -1971957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1971955.125000 Penalty: 4987.836914
	Iteration 39Q: 3 clusters Score -1971955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1971954.625000 Penalty: 4987.836914
	Iteration 40F: 3 clusters Score -1971955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1971960.750000 Penalty: 4987.836914
	Iteration 41Q: 3 clusters Score -1971961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1971955.625000 Penalty: 4987.836914
	Iteration 42Q: 3 clusters Score -1971956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1971957.750000 Penalty: 4987.836914
	Iteration 43Q: 3 clusters Score -1971958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1971958.500000 Penalty: 4987.836914
	Iteration 44Q: 3 clusters Score -1971958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1971958.625000 Penalty: 4987.836914
	Iteration 45Q: 3 clusters Score -1971959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1971956.750000 Penalty: 4987.836914
	Iteration 46Q: 3 clusters Score -1971957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1971963.000000 Penalty: 4987.836914
	Iteration 47Q: 3 clusters Score -1971963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1971966.375000 Penalty: 4987.836914
	Iteration 48Q: 3 clusters Score -1971966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1971962.125000 Penalty: 4987.836914
	Iteration 49Q: 3 clusters Score -1971962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1971968.500000 Penalty: 4987.836914
	Iteration 50Q: 3 clusters Score -1971968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1971972.375000 Penalty: 4987.836914
	Iteration 51Q: 3 clusters Score -1971972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1971975.000000 Penalty: 4987.836914
	Iteration 52Q: 3 clusters Score -1971975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1971976.125000 Penalty: 4987.836914
	Iteration 53Q: 3 clusters Score -1971976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1971979.750000 Penalty: 4987.836914
	Iteration 54Q: 3 clusters Score -1971980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1971986.875000 Penalty: 4987.836914
	Iteration 55Q: 3 clusters Score -1971987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1971982.000000 Penalty: 4987.836914
	Iteration 56Q: 3 clusters Score -1971982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1971984.625000 Penalty: 4987.836914
	Iteration 57Q: 3 clusters Score -1971985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1971981.625000 Penalty: 4987.836914
	Iteration 58Q: 3 clusters Score -1971982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1971980.250000 Penalty: 4987.836914
	Iteration 59Q: 3 clusters Score -1971980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1971984.875000 Penalty: 4987.836914
	Iteration 60F: 3 clusters Score -1971985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1971986.875000 Penalty: 4987.836914
	Iteration 61Q: 3 clusters Score -1971987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1971984.000000 Penalty: 4987.836914
	Iteration 62Q: 3 clusters Score -1971984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1971990.125000 Penalty: 4987.836914
	Iteration 63Q: 3 clusters Score -1971990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1971985.250000 Penalty: 4987.836914
	Iteration 64Q: 3 clusters Score -1971985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1971989.375000 Penalty: 4987.836914
	Iteration 65Q: 3 clusters Score -1971989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1971991.000000 Penalty: 4987.836914
	Iteration 66Q: 3 clusters Score -1971991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1971987.375000 Penalty: 4987.836914
	Iteration 67Q: 3 clusters Score -1971987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1971987.625000 Penalty: 4987.836914
	Iteration 68Q: 3 clusters Score -1971988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1971987.625000 Penalty: 4987.836914
	Iteration 69F: 3 clusters Score -1971988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406440 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187218 members 
Mstep: Class 6 contains 394750 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 18457 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 11709 members 
Mstep: Class 27 contains 4841 members 
Entering Unmasked Estep 
Score: -146452400.000000 Penalty: 96083.218750
Splitting cluster 22 changes total score from -146453008.000000 to -146452400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (57701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Entering Unmasked Estep 
Score: -5207158.500000 Penalty: 2718.831299
	Iteration 0F: 2 clusters Score -5207158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5168359.000000 Penalty: 5437.662598
	Iteration 0F: 3 clusters Score -5168359 nChanged 26985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5183531.000000 Penalty: 5437.662598
	Iteration 1F: 3 clusters Score -5183531 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5184083.500000 Penalty: 5437.662598
	Iteration 2Q: 3 clusters Score -5184084 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5184570.500000 Penalty: 5437.662598
	Iteration 3Q: 3 clusters Score -5184570 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -5185039.000000 Penalty: 5437.662598
	Iteration 4Q: 3 clusters Score -5185039 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5185525.000000 Penalty: 5437.662598
	Iteration 5Q: 3 clusters Score -5185525 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5185995.500000 Penalty: 5437.662598
	Iteration 6Q: 3 clusters Score -5185996 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -5186606.000000 Penalty: 5437.662598
	Iteration 7Q: 3 clusters Score -5186606 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5187412.500000 Penalty: 5437.662598
	Iteration 8Q: 3 clusters Score -5187412 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5188668.000000 Penalty: 5437.662598
	Iteration 9Q: 3 clusters Score -5188668 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -5190714.500000 Penalty: 5437.662598
	Iteration 10F: 3 clusters Score -5190714 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5193619.000000 Penalty: 5437.662598
	Iteration 11F: 3 clusters Score -5193619 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -5197009.000000 Penalty: 5437.662598
	Iteration 12F: 3 clusters Score -5197009 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5199979.500000 Penalty: 5437.662598
	Iteration 13F: 3 clusters Score -5199980 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5202020.000000 Penalty: 5437.662598
	Iteration 14Q: 3 clusters Score -5202020 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5203249.500000 Penalty: 5437.662598
	Iteration 15Q: 3 clusters Score -5203250 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5203966.500000 Penalty: 5437.662598
	Iteration 16Q: 3 clusters Score -5203966 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5204384.000000 Penalty: 5437.662598
	Iteration 17Q: 3 clusters Score -5204384 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5204624.000000 Penalty: 5437.662598
	Iteration 18Q: 3 clusters Score -5204624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5204744.000000 Penalty: 5437.662598
	Iteration 19Q: 3 clusters Score -5204744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5204830.500000 Penalty: 5437.662598
	Iteration 20F: 3 clusters Score -5204830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5204884.000000 Penalty: 5437.662598
	Iteration 21Q: 3 clusters Score -5204884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5204931.500000 Penalty: 5437.662598
	Iteration 22Q: 3 clusters Score -5204932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5204964.500000 Penalty: 5437.662598
	Iteration 23Q: 3 clusters Score -5204964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5204990.000000 Penalty: 5437.662598
	Iteration 24Q: 3 clusters Score -5204990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5205030.000000 Penalty: 5437.662598
	Iteration 25Q: 3 clusters Score -5205030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5205033.500000 Penalty: 5437.662598
	Iteration 26Q: 3 clusters Score -5205034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5205042.500000 Penalty: 5437.662598
	Iteration 27Q: 3 clusters Score -5205042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5205045.000000 Penalty: 5437.662598
	Iteration 28Q: 3 clusters Score -5205045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5205044.000000 Penalty: 5437.662598
	Iteration 29Q: 3 clusters Score -5205044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5205045.500000 Penalty: 5437.662598
	Iteration 30Q: 3 clusters Score -5205046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5205043.500000 Penalty: 5437.662598
	Iteration 31Q: 3 clusters Score -5205044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5205047.000000 Penalty: 5437.662598
	Iteration 32Q: 3 clusters Score -5205047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5205043.000000 Penalty: 5437.662598
	Iteration 33Q: 3 clusters Score -5205043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5205053.000000 Penalty: 5437.662598
	Iteration 34Q: 3 clusters Score -5205053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5205059.000000 Penalty: 5437.662598
	Iteration 35Q: 3 clusters Score -5205059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5205060.500000 Penalty: 5437.662598
	Iteration 36Q: 3 clusters Score -5205060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5205060.500000 Penalty: 5437.662598
	Iteration 37F: 3 clusters Score -5205060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Entering Unmasked Estep 
Score: -3304519.500000 Penalty: 2617.220703
	Iteration 0F: 2 clusters Score -3304520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3278644.750000 Penalty: 5234.441406
	Iteration 0F: 3 clusters Score -3278645 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3288163.500000 Penalty: 5234.441406
	Iteration 1F: 3 clusters Score -3288164 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3288862.250000 Penalty: 5234.441406
	Iteration 2Q: 3 clusters Score -3288862 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3289587.500000 Penalty: 5234.441406
	Iteration 3Q: 3 clusters Score -3289588 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3290551.500000 Penalty: 5234.441406
	Iteration 4Q: 3 clusters Score -3290552 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3291871.250000 Penalty: 5234.441406
	Iteration 5F: 3 clusters Score -3291871 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3293793.000000 Penalty: 5234.441406
	Iteration 6F: 3 clusters Score -3293793 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3296162.750000 Penalty: 5234.441406
	Iteration 7F: 3 clusters Score -3296163 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -3298225.250000 Penalty: 5234.441406
	Iteration 8F: 3 clusters Score -3298225 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -3299862.750000 Penalty: 5234.441406
	Iteration 9Q: 3 clusters Score -3299863 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -3300960.750000 Penalty: 5234.441406
	Iteration 10Q: 3 clusters Score -3300961 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -3301501.500000 Penalty: 5234.441406
	Iteration 11Q: 3 clusters Score -3301502 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -3301781.000000 Penalty: 5234.441406
	Iteration 12Q: 3 clusters Score -3301781 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -3301972.750000 Penalty: 5234.441406
	Iteration 13Q: 3 clusters Score -3301973 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -3302076.750000 Penalty: 5234.441406
	Iteration 14Q: 3 clusters Score -3302077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -3302145.000000 Penalty: 5234.441406
	Iteration 15Q: 3 clusters Score -3302145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -3302196.250000 Penalty: 5234.441406
	Iteration 16Q: 3 clusters Score -3302196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3302219.500000 Penalty: 5234.441406
	Iteration 17Q: 3 clusters Score -3302220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3302236.500000 Penalty: 5234.441406
	Iteration 18Q: 3 clusters Score -3302236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -3302252.750000 Penalty: 5234.441406
	Iteration 19Q: 3 clusters Score -3302253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -3302257.000000 Penalty: 5234.441406
	Iteration 20F: 3 clusters Score -3302257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -3302262.000000 Penalty: 5234.441406
	Iteration 21Q: 3 clusters Score -3302262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -3302262.000000 Penalty: 5234.441406
	Iteration 22Q: 3 clusters Score -3302262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -3302262.000000 Penalty: 5234.441406
	Iteration 23F: 3 clusters Score -3302262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -100895.445312 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -100895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -98768.351562 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -98768.35 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99105.828125 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -99105.83 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -99219.585938 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -99219.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -99275.429688 Penalty: 3553.701416
	Iteration 3Q: 3 clusters Score -99275.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -99315.179688 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -99315.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99354.179688 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -99354.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -99385.726562 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -99385.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -99417.492188 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -99417.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -99428.648438 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -99428.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99441.328125 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -99441.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99464.062500 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -99464.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -99486.859375 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -99486.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -99509.492188 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -99509.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -99533.757812 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -99533.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -99559.265625 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -99559.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -99579.062500 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -99579.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -99596.929688 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -99596.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -99612.210938 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -99612.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -99627.070312 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -99627.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -99647.390625 Penalty: 3553.701416
	Iteration 19Q: 3 clusters Score -99647.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -99686.484375 Penalty: 3553.701416
	Iteration 20F: 3 clusters Score -99686.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -99828.773438 Penalty: 3553.701416
	Iteration 21Q: 3 clusters Score -99828.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -99876.687500 Penalty: 3553.701416
	Iteration 22Q: 3 clusters Score -99876.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -99910.687500 Penalty: 3553.701416
	Iteration 23Q: 3 clusters Score -99910.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -99946.132812 Penalty: 3553.701416
	Iteration 24Q: 3 clusters Score -99946.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -99956.000000 Penalty: 3553.701416
	Iteration 25Q: 3 clusters Score -99956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -99968.593750 Penalty: 3553.701416
	Iteration 26Q: 3 clusters Score -99968.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -99973.062500 Penalty: 3553.701416
	Iteration 27Q: 3 clusters Score -99973.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -99973.484375 Penalty: 3553.701416
	Iteration 28Q: 3 clusters Score -99973.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -99975.156250 Penalty: 3553.701416
	Iteration 29Q: 3 clusters Score -99975.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -99976.101562 Penalty: 3553.701416
	Iteration 30Q: 3 clusters Score -99976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -99976.101562 Penalty: 3553.701416
	Iteration 31F: 3 clusters Score -99976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 406440 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 145753 members 
Mstep: Class 5 contains 187218 members 
Mstep: Class 6 contains 394750 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 34649 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 152510 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23298 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 38304 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146454784.000000 Penalty: 92524.578125
Iteration 119Q: 27 clusters Score -1.464548e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 406462 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 145754 members 
Mstep: Class 5 contains 187223 members 
Mstep: Class 6 contains 394747 members 
Mstep: Class 7 contains 29609 members 
Mstep: Class 8 contains 34671 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2833 members 
Mstep: Class 13 contains 4739 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 152514 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 26429 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 27849 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 23514 members 
Mstep: Class 23 contains 57703 members 
Mstep: Class 24 contains 38348 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 11301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146455584.000000 Penalty: 92524.578125
Iteration 120F: 27 clusters Score -1.464556e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 405658 members 
Mstep: Class 3 contains 24314 members 
Mstep: Class 4 contains 145672 members 
Mstep: Class 5 contains 187126 members 
Mstep: Class 6 contains 394411 members 
Mstep: Class 7 contains 29456 members 
Mstep: Class 8 contains 34422 members 
Mstep: Class 9 contains 8910 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 3964 members 
Mstep: Class 15 contains 152511 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 27691 members 
Mstep: Class 20 contains 63629 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23579 members 
Mstep: Class 23 contains 57705 members 
Mstep: Class 24 contains 38125 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 13447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146457728.000000 Penalty: 92524.578125
Iteration 121Q: 27 clusters Score -1.464577e+08 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 404957 members 
Mstep: Class 3 contains 24310 members 
Mstep: Class 4 contains 145620 members 
Mstep: Class 5 contains 187082 members 
Mstep: Class 6 contains 394147 members 
Mstep: Class 7 contains 29314 members 
Mstep: Class 8 contains 34192 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 3965 members 
Mstep: Class 15 contains 152533 members 
Mstep: Class 16 contains 18130 members 
Mstep: Class 17 contains 26434 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 27538 members 
Mstep: Class 20 contains 63610 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 22 contains 23626 members 
Mstep: Class 23 contains 57712 members 
Mstep: Class 24 contains 37965 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 15133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146459328.000000 Penalty: 92524.578125
Iteration 122Q: 27 clusters Score -1.464593e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 404291 members 
Mstep: Class 3 contains 24310 members 
Mstep: Class 4 contains 145575 members 
Mstep: Class 5 contains 187065 members 
Mstep: Class 6 contains 393960 members 
Mstep: Class 7 contains 29201 members 
Mstep: Class 8 contains 34017 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 152569 members 
Mstep: Class 16 contains 18124 members 
Mstep: Class 17 contains 26432 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 27386 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7692 members 
Mstep: Class 22 contains 23644 members 
Mstep: Class 23 contains 57745 members 
Mstep: Class 24 contains 37852 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 16459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146459712.000000 Penalty: 92524.578125
Iteration 123Q: 27 clusters Score -1.464597e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 403667 members 
Mstep: Class 3 contains 24310 members 
Mstep: Class 4 contains 145547 members 
Mstep: Class 5 contains 187097 members 
Mstep: Class 6 contains 393794 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 33871 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 3963 members 
Mstep: Class 15 contains 152618 members 
Mstep: Class 16 contains 18121 members 
Mstep: Class 17 contains 26433 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 27263 members 
Mstep: Class 20 contains 63575 members 
Mstep: Class 21 contains 7671 members 
Mstep: Class 22 contains 23686 members 
Mstep: Class 23 contains 57771 members 
Mstep: Class 24 contains 37757 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 17524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146460464.000000 Penalty: 92524.578125
Iteration 124Q: 27 clusters Score -1.464605e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 403090 members 
Mstep: Class 3 contains 24309 members 
Mstep: Class 4 contains 145531 members 
Mstep: Class 5 contains 187139 members 
Mstep: Class 6 contains 393637 members 
Mstep: Class 7 contains 28994 members 
Mstep: Class 8 contains 33774 members 
Mstep: Class 9 contains 8782 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 152675 members 
Mstep: Class 16 contains 18116 members 
Mstep: Class 17 contains 26436 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 27168 members 
Mstep: Class 20 contains 63555 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 23711 members 
Mstep: Class 23 contains 57806 members 
Mstep: Class 24 contains 37723 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 18325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146460768.000000 Penalty: 92524.578125
Iteration 125Q: 27 clusters Score -1.464608e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 402550 members 
Mstep: Class 3 contains 24303 members 
Mstep: Class 4 contains 145532 members 
Mstep: Class 5 contains 187259 members 
Mstep: Class 6 contains 393519 members 
Mstep: Class 7 contains 28891 members 
Mstep: Class 8 contains 33670 members 
Mstep: Class 9 contains 8778 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 152737 members 
Mstep: Class 16 contains 18114 members 
Mstep: Class 17 contains 26438 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 63546 members 
Mstep: Class 21 contains 7639 members 
Mstep: Class 22 contains 23714 members 
Mstep: Class 23 contains 57824 members 
Mstep: Class 24 contains 37683 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 19013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461312.000000 Penalty: 92524.578125
Iteration 126Q: 27 clusters Score -1.464613e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 402089 members 
Mstep: Class 3 contains 24298 members 
Mstep: Class 4 contains 145547 members 
Mstep: Class 5 contains 187366 members 
Mstep: Class 6 contains 393419 members 
Mstep: Class 7 contains 28792 members 
Mstep: Class 8 contains 33579 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3411 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 152782 members 
Mstep: Class 16 contains 18108 members 
Mstep: Class 17 contains 26442 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 26950 members 
Mstep: Class 20 contains 63538 members 
Mstep: Class 21 contains 7632 members 
Mstep: Class 22 contains 23708 members 
Mstep: Class 23 contains 57854 members 
Mstep: Class 24 contains 37679 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461824.000000 Penalty: 92524.578125
Iteration 127Q: 27 clusters Score -1.464618e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 401691 members 
Mstep: Class 3 contains 24293 members 
Mstep: Class 4 contains 145556 members 
Mstep: Class 5 contains 187484 members 
Mstep: Class 6 contains 393320 members 
Mstep: Class 7 contains 28709 members 
Mstep: Class 8 contains 33496 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 152827 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 26445 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 26844 members 
Mstep: Class 20 contains 63540 members 
Mstep: Class 21 contains 7616 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 57889 members 
Mstep: Class 24 contains 37668 members 
Mstep: Class 25 contains 1320 members 
Mstep: Class 26 contains 20058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462080.000000 Penalty: 92524.578125
Iteration 128Q: 27 clusters Score -1.464621e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 401308 members 
Mstep: Class 3 contains 24288 members 
Mstep: Class 4 contains 145578 members 
Mstep: Class 5 contains 187586 members 
Mstep: Class 6 contains 393218 members 
Mstep: Class 7 contains 28638 members 
Mstep: Class 8 contains 33439 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 152875 members 
Mstep: Class 16 contains 18105 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 26743 members 
Mstep: Class 20 contains 63554 members 
Mstep: Class 21 contains 7622 members 
Mstep: Class 22 contains 23683 members 
Mstep: Class 23 contains 57910 members 
Mstep: Class 24 contains 37659 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 20477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461936.000000 Penalty: 92524.578125
Iteration 129Q: 27 clusters Score -1.464619e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 400961 members 
Mstep: Class 3 contains 24282 members 
Mstep: Class 4 contains 145591 members 
Mstep: Class 5 contains 187667 members 
Mstep: Class 6 contains 393164 members 
Mstep: Class 7 contains 28588 members 
Mstep: Class 8 contains 33387 members 
Mstep: Class 9 contains 8778 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 152928 members 
Mstep: Class 16 contains 18101 members 
Mstep: Class 17 contains 26449 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 26662 members 
Mstep: Class 20 contains 63565 members 
Mstep: Class 21 contains 7621 members 
Mstep: Class 22 contains 23676 members 
Mstep: Class 23 contains 57940 members 
Mstep: Class 24 contains 37645 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 20814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462000.000000 Penalty: 92524.578125
Iteration 130Q: 27 clusters Score -1.46462e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 400653 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 145601 members 
Mstep: Class 5 contains 187758 members 
Mstep: Class 6 contains 393092 members 
Mstep: Class 7 contains 28548 members 
Mstep: Class 8 contains 33333 members 
Mstep: Class 9 contains 8781 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3662 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 152970 members 
Mstep: Class 16 contains 18097 members 
Mstep: Class 17 contains 26458 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 63569 members 
Mstep: Class 21 contains 7628 members 
Mstep: Class 22 contains 23680 members 
Mstep: Class 23 contains 57955 members 
Mstep: Class 24 contains 37635 members 
Mstep: Class 25 contains 1344 members 
Mstep: Class 26 contains 21129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462064.000000 Penalty: 92524.578125
Iteration 131Q: 27 clusters Score -1.464621e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 400391 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145622 members 
Mstep: Class 5 contains 187842 members 
Mstep: Class 6 contains 393051 members 
Mstep: Class 7 contains 28484 members 
Mstep: Class 8 contains 33294 members 
Mstep: Class 9 contains 8783 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 5128 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 152998 members 
Mstep: Class 16 contains 18092 members 
Mstep: Class 17 contains 26465 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26509 members 
Mstep: Class 20 contains 63572 members 
Mstep: Class 21 contains 7632 members 
Mstep: Class 22 contains 23676 members 
Mstep: Class 23 contains 57968 members 
Mstep: Class 24 contains 37639 members 
Mstep: Class 25 contains 1357 members 
Mstep: Class 26 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462192.000000 Penalty: 92524.578125
Iteration 132Q: 27 clusters Score -1.464622e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 400146 members 
Mstep: Class 3 contains 24274 members 
Mstep: Class 4 contains 145649 members 
Mstep: Class 5 contains 187912 members 
Mstep: Class 6 contains 393017 members 
Mstep: Class 7 contains 28431 members 
Mstep: Class 8 contains 33255 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3753 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 153015 members 
Mstep: Class 16 contains 18092 members 
Mstep: Class 17 contains 26470 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26445 members 
Mstep: Class 20 contains 63586 members 
Mstep: Class 21 contains 7632 members 
Mstep: Class 22 contains 23685 members 
Mstep: Class 23 contains 57972 members 
Mstep: Class 24 contains 37639 members 
Mstep: Class 25 contains 1369 members 
Mstep: Class 26 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462064.000000 Penalty: 92524.578125
Iteration 133Q: 27 clusters Score -1.464621e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 399956 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 4 contains 145673 members 
Mstep: Class 5 contains 187972 members 
Mstep: Class 6 contains 392980 members 
Mstep: Class 7 contains 28381 members 
Mstep: Class 8 contains 33231 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 5138 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 153033 members 
Mstep: Class 16 contains 18091 members 
Mstep: Class 17 contains 26469 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 63594 members 
Mstep: Class 21 contains 7633 members 
Mstep: Class 22 contains 23684 members 
Mstep: Class 23 contains 57984 members 
Mstep: Class 24 contains 37644 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 21751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462272.000000 Penalty: 92524.578125
Iteration 134Q: 27 clusters Score -1.464623e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 399799 members 
Mstep: Class 3 contains 24269 members 
Mstep: Class 4 contains 145692 members 
Mstep: Class 5 contains 188024 members 
Mstep: Class 6 contains 392973 members 
Mstep: Class 7 contains 28336 members 
Mstep: Class 8 contains 33204 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3828 members 
Mstep: Class 13 contains 5138 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 153035 members 
Mstep: Class 16 contains 18093 members 
Mstep: Class 17 contains 26468 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26341 members 
Mstep: Class 20 contains 63597 members 
Mstep: Class 21 contains 7633 members 
Mstep: Class 22 contains 23681 members 
Mstep: Class 23 contains 57998 members 
Mstep: Class 24 contains 37653 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 21898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462448.000000 Penalty: 92524.578125
Iteration 135Q: 27 clusters Score -1.464624e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 399664 members 
Mstep: Class 3 contains 24271 members 
Mstep: Class 4 contains 145702 members 
Mstep: Class 5 contains 188070 members 
Mstep: Class 6 contains 392981 members 
Mstep: Class 7 contains 28288 members 
Mstep: Class 8 contains 33178 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3865 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 153045 members 
Mstep: Class 16 contains 18090 members 
Mstep: Class 17 contains 26466 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26291 members 
Mstep: Class 20 contains 63600 members 
Mstep: Class 21 contains 7635 members 
Mstep: Class 22 contains 23681 members 
Mstep: Class 23 contains 58005 members 
Mstep: Class 24 contains 37652 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 22011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462256.000000 Penalty: 92524.578125
Iteration 136Q: 27 clusters Score -1.464623e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 399548 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 4 contains 145716 members 
Mstep: Class 5 contains 188096 members 
Mstep: Class 6 contains 392983 members 
Mstep: Class 7 contains 28248 members 
Mstep: Class 8 contains 33156 members 
Mstep: Class 9 contains 8838 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3887 members 
Mstep: Class 13 contains 5146 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 153050 members 
Mstep: Class 16 contains 18083 members 
Mstep: Class 17 contains 26466 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26253 members 
Mstep: Class 20 contains 63604 members 
Mstep: Class 21 contains 7635 members 
Mstep: Class 22 contains 23681 members 
Mstep: Class 23 contains 58012 members 
Mstep: Class 24 contains 37658 members 
Mstep: Class 25 contains 1395 members 
Mstep: Class 26 contains 22115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462128.000000 Penalty: 92524.578125
Iteration 137Q: 27 clusters Score -1.464621e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 399451 members 
Mstep: Class 3 contains 24274 members 
Mstep: Class 4 contains 145732 members 
Mstep: Class 5 contains 188115 members 
Mstep: Class 6 contains 392984 members 
Mstep: Class 7 contains 28216 members 
Mstep: Class 8 contains 33132 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 153055 members 
Mstep: Class 16 contains 18082 members 
Mstep: Class 17 contains 26464 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26220 members 
Mstep: Class 20 contains 63601 members 
Mstep: Class 21 contains 7636 members 
Mstep: Class 22 contains 23682 members 
Mstep: Class 23 contains 58013 members 
Mstep: Class 24 contains 37661 members 
Mstep: Class 25 contains 1400 members 
Mstep: Class 26 contains 22214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462336.000000 Penalty: 92524.578125
Iteration 138Q: 27 clusters Score -1.464623e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 399352 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 145751 members 
Mstep: Class 5 contains 188133 members 
Mstep: Class 6 contains 392982 members 
Mstep: Class 7 contains 28190 members 
Mstep: Class 8 contains 33114 members 
Mstep: Class 9 contains 8860 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 153058 members 
Mstep: Class 16 contains 18082 members 
Mstep: Class 17 contains 26463 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 63607 members 
Mstep: Class 21 contains 7637 members 
Mstep: Class 22 contains 23681 members 
Mstep: Class 23 contains 58019 members 
Mstep: Class 24 contains 37668 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 22287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461984.000000 Penalty: 92524.578125
Iteration 139Q: 27 clusters Score -1.46462e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 399257 members 
Mstep: Class 3 contains 24278 members 
Mstep: Class 4 contains 145764 members 
Mstep: Class 5 contains 188155 members 
Mstep: Class 6 contains 392988 members 
Mstep: Class 7 contains 28166 members 
Mstep: Class 8 contains 33094 members 
Mstep: Class 9 contains 8862 members 
Mstep: Class 10 contains 14748 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 153063 members 
Mstep: Class 16 contains 18081 members 
Mstep: Class 17 contains 26462 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 26168 members 
Mstep: Class 20 contains 63615 members 
Mstep: Class 21 contains 7640 members 
Mstep: Class 22 contains 23682 members 
Mstep: Class 23 contains 58021 members 
Mstep: Class 24 contains 37679 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 22352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462272.000000 Penalty: 92524.578125
Iteration 140F: 27 clusters Score -1.464623e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 399186 members 
Mstep: Class 3 contains 24278 members 
Mstep: Class 4 contains 145781 members 
Mstep: Class 5 contains 188174 members 
Mstep: Class 6 contains 392995 members 
Mstep: Class 7 contains 28145 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 8862 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3949 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 153068 members 
Mstep: Class 16 contains 18080 members 
Mstep: Class 17 contains 26459 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26141 members 
Mstep: Class 20 contains 63621 members 
Mstep: Class 21 contains 7642 members 
Mstep: Class 22 contains 23685 members 
Mstep: Class 23 contains 58018 members 
Mstep: Class 24 contains 37683 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 22409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462064.000000 Penalty: 92524.578125
Iteration 141Q: 27 clusters Score -1.464621e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 399126 members 
Mstep: Class 3 contains 24278 members 
Mstep: Class 4 contains 145796 members 
Mstep: Class 5 contains 188194 members 
Mstep: Class 6 contains 392986 members 
Mstep: Class 7 contains 28120 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 8861 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3958 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 153073 members 
Mstep: Class 16 contains 18080 members 
Mstep: Class 17 contains 26458 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 26110 members 
Mstep: Class 20 contains 63628 members 
Mstep: Class 21 contains 7644 members 
Mstep: Class 22 contains 23690 members 
Mstep: Class 23 contains 58014 members 
Mstep: Class 24 contains 37688 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 22468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462256.000000 Penalty: 92524.578125
Iteration 142Q: 27 clusters Score -1.464623e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 399079 members 
Mstep: Class 3 contains 24278 members 
Mstep: Class 4 contains 145804 members 
Mstep: Class 5 contains 188207 members 
Mstep: Class 6 contains 392981 members 
Mstep: Class 7 contains 28103 members 
Mstep: Class 8 contains 33062 members 
Mstep: Class 9 contains 8864 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3976 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 153083 members 
Mstep: Class 16 contains 18079 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 26086 members 
Mstep: Class 20 contains 63631 members 
Mstep: Class 21 contains 7654 members 
Mstep: Class 22 contains 23688 members 
Mstep: Class 23 contains 58009 members 
Mstep: Class 24 contains 37689 members 
Mstep: Class 25 contains 1421 members 
Mstep: Class 26 contains 22508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462448.000000 Penalty: 92524.578125
Iteration 143Q: 27 clusters Score -1.464624e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 399005 members 
Mstep: Class 3 contains 24277 members 
Mstep: Class 4 contains 145814 members 
Mstep: Class 5 contains 188213 members 
Mstep: Class 6 contains 392972 members 
Mstep: Class 7 contains 28092 members 
Mstep: Class 8 contains 33047 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 153092 members 
Mstep: Class 16 contains 18079 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 26068 members 
Mstep: Class 20 contains 63632 members 
Mstep: Class 21 contains 7661 members 
Mstep: Class 22 contains 23684 members 
Mstep: Class 23 contains 58010 members 
Mstep: Class 24 contains 37698 members 
Mstep: Class 25 contains 1426 members 
Mstep: Class 26 contains 22569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462320.000000 Penalty: 92524.578125
Iteration 144Q: 27 clusters Score -1.464623e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 398968 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188226 members 
Mstep: Class 6 contains 392981 members 
Mstep: Class 7 contains 28080 members 
Mstep: Class 8 contains 33024 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4003 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 153095 members 
Mstep: Class 16 contains 18078 members 
Mstep: Class 17 contains 26458 members 
Mstep: Class 18 contains 4206 members 
Mstep: Class 19 contains 26050 members 
Mstep: Class 20 contains 63631 members 
Mstep: Class 21 contains 7663 members 
Mstep: Class 22 contains 23678 members 
Mstep: Class 23 contains 58016 members 
Mstep: Class 24 contains 37704 members 
Mstep: Class 25 contains 1430 members 
Mstep: Class 26 contains 22613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462256.000000 Penalty: 92524.578125
Iteration 145Q: 27 clusters Score -1.464623e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 398920 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 145818 members 
Mstep: Class 5 contains 188238 members 
Mstep: Class 6 contains 392987 members 
Mstep: Class 7 contains 28072 members 
Mstep: Class 8 contains 33012 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 3982 members 
Mstep: Class 15 contains 153100 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26458 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 26032 members 
Mstep: Class 20 contains 63634 members 
Mstep: Class 21 contains 7664 members 
Mstep: Class 22 contains 23678 members 
Mstep: Class 23 contains 58016 members 
Mstep: Class 24 contains 37705 members 
Mstep: Class 25 contains 1436 members 
Mstep: Class 26 contains 22646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462512.000000 Penalty: 92524.578125
Iteration 146Q: 27 clusters Score -1.464625e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 398882 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 145821 members 
Mstep: Class 5 contains 188243 members 
Mstep: Class 6 contains 392996 members 
Mstep: Class 7 contains 28064 members 
Mstep: Class 8 contains 32997 members 
Mstep: Class 9 contains 8865 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 3982 members 
Mstep: Class 15 contains 153107 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 63635 members 
Mstep: Class 21 contains 7666 members 
Mstep: Class 22 contains 23680 members 
Mstep: Class 23 contains 58013 members 
Mstep: Class 24 contains 37710 members 
Mstep: Class 25 contains 1444 members 
Mstep: Class 26 contains 22676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462432.000000 Penalty: 92524.578125
Iteration 147Q: 27 clusters Score -1.464624e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 398846 members 
Mstep: Class 3 contains 24275 members 
Mstep: Class 4 contains 145822 members 
Mstep: Class 5 contains 188248 members 
Mstep: Class 6 contains 392999 members 
Mstep: Class 7 contains 28061 members 
Mstep: Class 8 contains 32988 members 
Mstep: Class 9 contains 8864 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 153113 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 25997 members 
Mstep: Class 20 contains 63634 members 
Mstep: Class 21 contains 7667 members 
Mstep: Class 22 contains 23679 members 
Mstep: Class 23 contains 58012 members 
Mstep: Class 24 contains 37715 members 
Mstep: Class 25 contains 1451 members 
Mstep: Class 26 contains 22697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462400.000000 Penalty: 92524.578125
Iteration 148Q: 27 clusters Score -1.464624e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 398794 members 
Mstep: Class 3 contains 24278 members 
Mstep: Class 4 contains 145826 members 
Mstep: Class 5 contains 188260 members 
Mstep: Class 6 contains 393008 members 
Mstep: Class 7 contains 28051 members 
Mstep: Class 8 contains 32982 members 
Mstep: Class 9 contains 8863 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 3987 members 
Mstep: Class 15 contains 153117 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 25976 members 
Mstep: Class 20 contains 63634 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 23680 members 
Mstep: Class 23 contains 58014 members 
Mstep: Class 24 contains 37721 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 22719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462256.000000 Penalty: 92524.578125
Iteration 149Q: 27 clusters Score -1.464623e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 398747 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 145830 members 
Mstep: Class 5 contains 188269 members 
Mstep: Class 6 contains 393027 members 
Mstep: Class 7 contains 28042 members 
Mstep: Class 8 contains 32969 members 
Mstep: Class 9 contains 8862 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4068 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 3990 members 
Mstep: Class 15 contains 153125 members 
Mstep: Class 16 contains 18075 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 25967 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7675 members 
Mstep: Class 22 contains 23685 members 
Mstep: Class 23 contains 58016 members 
Mstep: Class 24 contains 37720 members 
Mstep: Class 25 contains 1458 members 
Mstep: Class 26 contains 22732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462112.000000 Penalty: 92524.578125
Iteration 150Q: 27 clusters Score -1.464621e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 398673 members 
Mstep: Class 3 contains 24277 members 
Mstep: Class 4 contains 145845 members 
Mstep: Class 5 contains 188287 members 
Mstep: Class 6 contains 393026 members 
Mstep: Class 7 contains 28035 members 
Mstep: Class 8 contains 32957 members 
Mstep: Class 9 contains 8864 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 153133 members 
Mstep: Class 16 contains 18073 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 4205 members 
Mstep: Class 19 contains 25948 members 
Mstep: Class 20 contains 63635 members 
Mstep: Class 21 contains 7678 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 58016 members 
Mstep: Class 24 contains 37728 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 22758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462112.000000 Penalty: 92524.578125
Iteration 151Q: 27 clusters Score -1.464621e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 398613 members 
Mstep: Class 3 contains 24277 members 
Mstep: Class 4 contains 145848 members 
Mstep: Class 5 contains 188293 members 
Mstep: Class 6 contains 393024 members 
Mstep: Class 7 contains 28028 members 
Mstep: Class 8 contains 32954 members 
Mstep: Class 9 contains 8864 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 153141 members 
Mstep: Class 16 contains 18075 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 25940 members 
Mstep: Class 20 contains 63635 members 
Mstep: Class 21 contains 7682 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 58025 members 
Mstep: Class 24 contains 37733 members 
Mstep: Class 25 contains 1476 members 
Mstep: Class 26 contains 22781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462080.000000 Penalty: 92524.578125
Iteration 152Q: 27 clusters Score -1.464621e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 398566 members 
Mstep: Class 3 contains 24278 members 
Mstep: Class 4 contains 145844 members 
Mstep: Class 5 contains 188306 members 
Mstep: Class 6 contains 393022 members 
Mstep: Class 7 contains 28018 members 
Mstep: Class 8 contains 32949 members 
Mstep: Class 9 contains 8865 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4100 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 153148 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 25927 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7684 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 58023 members 
Mstep: Class 24 contains 37740 members 
Mstep: Class 25 contains 1480 members 
Mstep: Class 26 contains 22817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462272.000000 Penalty: 92524.578125
Iteration 153Q: 27 clusters Score -1.464623e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 398525 members 
Mstep: Class 3 contains 24275 members 
Mstep: Class 4 contains 145840 members 
Mstep: Class 5 contains 188329 members 
Mstep: Class 6 contains 393011 members 
Mstep: Class 7 contains 28010 members 
Mstep: Class 8 contains 32941 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4115 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153151 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26458 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 25901 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7686 members 
Mstep: Class 22 contains 23693 members 
Mstep: Class 23 contains 58024 members 
Mstep: Class 24 contains 37746 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 22858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462240.000000 Penalty: 92524.578125
Iteration 154Q: 27 clusters Score -1.464622e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 398472 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 4 contains 145832 members 
Mstep: Class 5 contains 188370 members 
Mstep: Class 6 contains 393006 members 
Mstep: Class 7 contains 28011 members 
Mstep: Class 8 contains 32934 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 153163 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25863 members 
Mstep: Class 20 contains 63641 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 23689 members 
Mstep: Class 23 contains 58025 members 
Mstep: Class 24 contains 37753 members 
Mstep: Class 25 contains 1489 members 
Mstep: Class 26 contains 22893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462160.000000 Penalty: 92524.578125
Iteration 155Q: 27 clusters Score -1.464622e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 398422 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145829 members 
Mstep: Class 5 contains 188397 members 
Mstep: Class 6 contains 392995 members 
Mstep: Class 7 contains 28008 members 
Mstep: Class 8 contains 32934 members 
Mstep: Class 9 contains 8866 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 153172 members 
Mstep: Class 16 contains 18078 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25834 members 
Mstep: Class 20 contains 63642 members 
Mstep: Class 21 contains 7692 members 
Mstep: Class 22 contains 23690 members 
Mstep: Class 23 contains 58031 members 
Mstep: Class 24 contains 37757 members 
Mstep: Class 25 contains 1498 members 
Mstep: Class 26 contains 22919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462128.000000 Penalty: 92524.578125
Iteration 156Q: 27 clusters Score -1.464621e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 398378 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 4 contains 145825 members 
Mstep: Class 5 contains 188424 members 
Mstep: Class 6 contains 392989 members 
Mstep: Class 7 contains 28010 members 
Mstep: Class 8 contains 32920 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153180 members 
Mstep: Class 16 contains 18077 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25796 members 
Mstep: Class 20 contains 63641 members 
Mstep: Class 21 contains 7701 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 58037 members 
Mstep: Class 24 contains 37763 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 22940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462160.000000 Penalty: 92524.578125
Iteration 157Q: 27 clusters Score -1.464622e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 398342 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188448 members 
Mstep: Class 6 contains 392982 members 
Mstep: Class 7 contains 28012 members 
Mstep: Class 8 contains 32919 members 
Mstep: Class 9 contains 8869 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 3994 members 
Mstep: Class 15 contains 153186 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 26458 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25746 members 
Mstep: Class 20 contains 63641 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 58044 members 
Mstep: Class 24 contains 37773 members 
Mstep: Class 25 contains 1540 members 
Mstep: Class 26 contains 22952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462128.000000 Penalty: 92524.578125
Iteration 158Q: 27 clusters Score -1.464621e+08 nChanged 267
Entering ConstructFrom: 
Score: -146462128.000000 Penalty: 92524.578125
Entering ConstructFrom: 
Trying to split cluster 1 (14387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Entering Unmasked Estep 
Score: -1296383.375000 Penalty: 2374.372070
	Iteration 0F: 2 clusters Score -1296383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1285919.375000 Penalty: 4748.744141
	Iteration 0F: 3 clusters Score -1285919 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1289146.500000 Penalty: 4748.744141
	Iteration 1F: 3 clusters Score -1289146 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1289516.750000 Penalty: 4748.744141
	Iteration 2F: 3 clusters Score -1289517 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1289784.750000 Penalty: 4748.744141
	Iteration 3Q: 3 clusters Score -1289785 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1290018.875000 Penalty: 4748.744141
	Iteration 4Q: 3 clusters Score -1290019 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1290270.375000 Penalty: 4748.744141
	Iteration 5Q: 3 clusters Score -1290270 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1290571.875000 Penalty: 4748.744141
	Iteration 6Q: 3 clusters Score -1290572 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1290945.250000 Penalty: 4748.744141
	Iteration 7Q: 3 clusters Score -1290945 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1291394.125000 Penalty: 4748.744141
	Iteration 8Q: 3 clusters Score -1291394 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1291880.000000 Penalty: 4748.744141
	Iteration 9Q: 3 clusters Score -1291880 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1292409.250000 Penalty: 4748.744141
	Iteration 10Q: 3 clusters Score -1292409 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1292947.750000 Penalty: 4748.744141
	Iteration 11Q: 3 clusters Score -1292948 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1293379.125000 Penalty: 4748.744141
	Iteration 12Q: 3 clusters Score -1293379 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1293696.000000 Penalty: 4748.744141
	Iteration 13Q: 3 clusters Score -1293696 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1293908.625000 Penalty: 4748.744141
	Iteration 14Q: 3 clusters Score -1293909 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1294054.625000 Penalty: 4748.744141
	Iteration 15Q: 3 clusters Score -1294055 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1294163.875000 Penalty: 4748.744141
	Iteration 16Q: 3 clusters Score -1294164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1294220.625000 Penalty: 4748.744141
	Iteration 17Q: 3 clusters Score -1294221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1294267.125000 Penalty: 4748.744141
	Iteration 18Q: 3 clusters Score -1294267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1294294.375000 Penalty: 4748.744141
	Iteration 19Q: 3 clusters Score -1294294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1294316.250000 Penalty: 4748.744141
	Iteration 20F: 3 clusters Score -1294316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1294334.375000 Penalty: 4748.744141
	Iteration 21Q: 3 clusters Score -1294334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1294345.250000 Penalty: 4748.744141
	Iteration 22Q: 3 clusters Score -1294345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1294354.875000 Penalty: 4748.744141
	Iteration 23Q: 3 clusters Score -1294355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1294363.125000 Penalty: 4748.744141
	Iteration 24Q: 3 clusters Score -1294363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1294368.000000 Penalty: 4748.744141
	Iteration 25Q: 3 clusters Score -1294368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1294368.750000 Penalty: 4748.744141
	Iteration 26Q: 3 clusters Score -1294369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1294372.000000 Penalty: 4748.744141
	Iteration 27Q: 3 clusters Score -1294372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1294371.625000 Penalty: 4748.744141
	Iteration 28Q: 3 clusters Score -1294372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1294371.625000 Penalty: 4748.744141
	Iteration 29F: 3 clusters Score -1294372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (398311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398311 members 
Entering Unmasked Estep 
Score: -35130228.000000 Penalty: 3197.957031
	Iteration 0F: 2 clusters Score -3.513023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198518 members 
Mstep: Class 2 contains 199793 members 
Entering Unmasked Estep 
Score: -34866924.000000 Penalty: 6395.914062
	Iteration 0F: 3 clusters Score -3.486692e+07 nChanged 193175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181019 members 
Mstep: Class 2 contains 217292 members 
Entering Unmasked Estep 
Score: -34983004.000000 Penalty: 6395.914062
	Iteration 1F: 3 clusters Score -3.4983e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170154 members 
Mstep: Class 2 contains 228157 members 
Entering Unmasked Estep 
Score: -34987928.000000 Penalty: 6395.914062
	Iteration 2Q: 3 clusters Score -3.498793e+07 nChanged 17851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153869 members 
Mstep: Class 2 contains 244442 members 
Entering Unmasked Estep 
Score: -34996536.000000 Penalty: 6395.914062
	Iteration 3Q: 3 clusters Score -3.499654e+07 nChanged 24078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130545 members 
Mstep: Class 2 contains 267766 members 
Entering Unmasked Estep 
Score: -35012580.000000 Penalty: 6395.914062
	Iteration 4F: 3 clusters Score -3.501258e+07 nChanged 30696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 298064 members 
Entering Unmasked Estep 
Score: -35037400.000000 Penalty: 6395.914062
	Iteration 5F: 3 clusters Score -3.50374e+07 nChanged 34533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 332479 members 
Entering Unmasked Estep 
Score: -35068968.000000 Penalty: 6395.914062
	Iteration 6F: 3 clusters Score -3.506897e+07 nChanged 31280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 363723 members 
Entering Unmasked Estep 
Score: -35097936.000000 Penalty: 6395.914062
	Iteration 7F: 3 clusters Score -3.509794e+07 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 384150 members 
Entering Unmasked Estep 
Score: -35115744.000000 Penalty: 6395.914062
	Iteration 8F: 3 clusters Score -3.511574e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 393448 members 
Entering Unmasked Estep 
Score: -35123576.000000 Penalty: 6395.914062
	Iteration 9Q: 3 clusters Score -3.512358e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 396717 members 
Entering Unmasked Estep 
Score: -35126256.000000 Penalty: 6395.914062
	Iteration 10Q: 3 clusters Score -3.512626e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 397655 members 
Entering Unmasked Estep 
Score: -35127004.000000 Penalty: 6395.914062
	Iteration 11Q: 3 clusters Score -3.5127e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 397890 members 
Entering Unmasked Estep 
Score: -35127204.000000 Penalty: 6395.914062
	Iteration 12Q: 3 clusters Score -3.51272e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 397982 members 
Entering Unmasked Estep 
Score: -35127320.000000 Penalty: 6395.914062
	Iteration 13Q: 3 clusters Score -3.512732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 398003 members 
Entering Unmasked Estep 
Score: -35127416.000000 Penalty: 6395.914062
	Iteration 14Q: 3 clusters Score -3.512742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 398024 members 
Entering Unmasked Estep 
Score: -35127472.000000 Penalty: 6395.914062
	Iteration 15Q: 3 clusters Score -3.512747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 398032 members 
Entering Unmasked Estep 
Score: -35127492.000000 Penalty: 6395.914062
	Iteration 16Q: 3 clusters Score -3.512749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 398040 members 
Entering Unmasked Estep 
Score: -35127520.000000 Penalty: 6395.914062
	Iteration 17Q: 3 clusters Score -3.512752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 398039 members 
Entering Unmasked Estep 
Score: -35127516.000000 Penalty: 6395.914062
	Iteration 18Q: 3 clusters Score -3.512752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 398041 members 
Entering Unmasked Estep 
Score: -35127512.000000 Penalty: 6395.914062
	Iteration 19Q: 3 clusters Score -3.512751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 398042 members 
Entering Unmasked Estep 
Score: -35127524.000000 Penalty: 6395.914062
	Iteration 20F: 3 clusters Score -3.512752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 398044 members 
Entering Unmasked Estep 
Score: -35127540.000000 Penalty: 6395.914062
	Iteration 21Q: 3 clusters Score -3.512754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 398046 members 
Entering Unmasked Estep 
Score: -35127536.000000 Penalty: 6395.914062
	Iteration 22Q: 3 clusters Score -3.512754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 398048 members 
Entering Unmasked Estep 
Score: -35127540.000000 Penalty: 6395.914062
	Iteration 23Q: 3 clusters Score -3.512754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 398050 members 
Entering Unmasked Estep 
Score: -35127528.000000 Penalty: 6395.914062
	Iteration 24Q: 3 clusters Score -3.512753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 398049 members 
Entering Unmasked Estep 
Score: -35127520.000000 Penalty: 6395.914062
	Iteration 25Q: 3 clusters Score -3.512752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 398050 members 
Entering Unmasked Estep 
Score: -35127520.000000 Penalty: 6395.914062
	Iteration 26Q: 3 clusters Score -3.512752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 398049 members 
Entering Unmasked Estep 
Score: -35127524.000000 Penalty: 6395.914062
	Iteration 27Q: 3 clusters Score -3.512752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 398049 members 
Entering Unmasked Estep 
Score: -35127524.000000 Penalty: 6395.914062
	Iteration 28F: 3 clusters Score -3.512752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Entering Unmasked Estep 
Score: -2191475.500000 Penalty: 2504.085938
	Iteration 0F: 2 clusters Score -2191476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2174722.250000 Penalty: 5008.171875
	Iteration 0F: 3 clusters Score -2174722 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2180680.500000 Penalty: 5008.171875
	Iteration 1F: 3 clusters Score -2180680 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2181499.250000 Penalty: 5008.171875
	Iteration 2F: 3 clusters Score -2181499 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2182424.500000 Penalty: 5008.171875
	Iteration 3F: 3 clusters Score -2182424 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2183418.000000 Penalty: 5008.171875
	Iteration 4F: 3 clusters Score -2183418 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2184420.000000 Penalty: 5008.171875
	Iteration 5F: 3 clusters Score -2184420 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2185466.000000 Penalty: 5008.171875
	Iteration 6F: 3 clusters Score -2185466 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2186467.750000 Penalty: 5008.171875
	Iteration 7F: 3 clusters Score -2186468 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2187356.250000 Penalty: 5008.171875
	Iteration 8Q: 3 clusters Score -2187356 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2187998.500000 Penalty: 5008.171875
	Iteration 9Q: 3 clusters Score -2187998 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2188424.250000 Penalty: 5008.171875
	Iteration 10Q: 3 clusters Score -2188424 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2188699.750000 Penalty: 5008.171875
	Iteration 11Q: 3 clusters Score -2188700 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2188899.250000 Penalty: 5008.171875
	Iteration 12Q: 3 clusters Score -2188899 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2189048.750000 Penalty: 5008.171875
	Iteration 13Q: 3 clusters Score -2189049 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2189186.250000 Penalty: 5008.171875
	Iteration 14Q: 3 clusters Score -2189186 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2189278.500000 Penalty: 5008.171875
	Iteration 15Q: 3 clusters Score -2189278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2189338.000000 Penalty: 5008.171875
	Iteration 16Q: 3 clusters Score -2189338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2189379.250000 Penalty: 5008.171875
	Iteration 17Q: 3 clusters Score -2189379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2189406.750000 Penalty: 5008.171875
	Iteration 18Q: 3 clusters Score -2189407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2189428.750000 Penalty: 5008.171875
	Iteration 19Q: 3 clusters Score -2189429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2189449.750000 Penalty: 5008.171875
	Iteration 20F: 3 clusters Score -2189450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2189473.500000 Penalty: 5008.171875
	Iteration 21Q: 3 clusters Score -2189474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2189495.000000 Penalty: 5008.171875
	Iteration 22Q: 3 clusters Score -2189495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2189510.250000 Penalty: 5008.171875
	Iteration 23Q: 3 clusters Score -2189510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2189528.750000 Penalty: 5008.171875
	Iteration 24Q: 3 clusters Score -2189529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2189534.500000 Penalty: 5008.171875
	Iteration 25Q: 3 clusters Score -2189534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2189538.750000 Penalty: 5008.171875
	Iteration 26Q: 3 clusters Score -2189539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2189550.000000 Penalty: 5008.171875
	Iteration 27Q: 3 clusters Score -2189550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2189557.750000 Penalty: 5008.171875
	Iteration 28Q: 3 clusters Score -2189558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2189566.500000 Penalty: 5008.171875
	Iteration 29Q: 3 clusters Score -2189566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2189571.750000 Penalty: 5008.171875
	Iteration 30Q: 3 clusters Score -2189572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2189576.500000 Penalty: 5008.171875
	Iteration 31Q: 3 clusters Score -2189576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2189582.250000 Penalty: 5008.171875
	Iteration 32Q: 3 clusters Score -2189582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2189588.750000 Penalty: 5008.171875
	Iteration 33Q: 3 clusters Score -2189589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2189591.250000 Penalty: 5008.171875
	Iteration 34Q: 3 clusters Score -2189591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2189604.500000 Penalty: 5008.171875
	Iteration 35Q: 3 clusters Score -2189604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2189607.000000 Penalty: 5008.171875
	Iteration 36Q: 3 clusters Score -2189607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2189619.500000 Penalty: 5008.171875
	Iteration 37Q: 3 clusters Score -2189620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2189633.250000 Penalty: 5008.171875
	Iteration 38Q: 3 clusters Score -2189633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2189636.000000 Penalty: 5008.171875
	Iteration 39Q: 3 clusters Score -2189636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2189639.500000 Penalty: 5008.171875
	Iteration 40F: 3 clusters Score -2189640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2189639.000000 Penalty: 5008.171875
	Iteration 41Q: 3 clusters Score -2189639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2189640.500000 Penalty: 5008.171875
	Iteration 42Q: 3 clusters Score -2189640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2189641.250000 Penalty: 5008.171875
	Iteration 43Q: 3 clusters Score -2189641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2189644.250000 Penalty: 5008.171875
	Iteration 44Q: 3 clusters Score -2189644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2189645.000000 Penalty: 5008.171875
	Iteration 45Q: 3 clusters Score -2189645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2189645.750000 Penalty: 5008.171875
	Iteration 46Q: 3 clusters Score -2189646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2189648.250000 Penalty: 5008.171875
	Iteration 47Q: 3 clusters Score -2189648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2189649.250000 Penalty: 5008.171875
	Iteration 48Q: 3 clusters Score -2189649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2189645.750000 Penalty: 5008.171875
	Iteration 49Q: 3 clusters Score -2189646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2189647.750000 Penalty: 5008.171875
	Iteration 50Q: 3 clusters Score -2189648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2189646.250000 Penalty: 5008.171875
	Iteration 51Q: 3 clusters Score -2189646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2189645.250000 Penalty: 5008.171875
	Iteration 52Q: 3 clusters Score -2189645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2189648.500000 Penalty: 5008.171875
	Iteration 53Q: 3 clusters Score -2189648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2189649.000000 Penalty: 5008.171875
	Iteration 54Q: 3 clusters Score -2189649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2189651.000000 Penalty: 5008.171875
	Iteration 55Q: 3 clusters Score -2189651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2189652.000000 Penalty: 5008.171875
	Iteration 56Q: 3 clusters Score -2189652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2189652.000000 Penalty: 5008.171875
	Iteration 57F: 3 clusters Score -2189652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Entering Unmasked Estep 
Score: -13227856.000000 Penalty: 2948.743164
	Iteration 0F: 2 clusters Score -1.322786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -13130701.000000 Penalty: 5897.486328
	Iteration 0F: 3 clusters Score -1.31307e+07 nChanged 69495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -13172080.000000 Penalty: 5897.486328
	Iteration 1F: 3 clusters Score -1.317208e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -13175334.000000 Penalty: 5897.486328
	Iteration 2Q: 3 clusters Score -1.317533e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -13180815.000000 Penalty: 5897.486328
	Iteration 3F: 3 clusters Score -1.318082e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -13188244.000000 Penalty: 5897.486328
	Iteration 4F: 3 clusters Score -1.318824e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -13195667.000000 Penalty: 5897.486328
	Iteration 5F: 3 clusters Score -1.319567e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -13201209.000000 Penalty: 5897.486328
	Iteration 6F: 3 clusters Score -1.320121e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -13204338.000000 Penalty: 5897.486328
	Iteration 7F: 3 clusters Score -1.320434e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -13205771.000000 Penalty: 5897.486328
	Iteration 8Q: 3 clusters Score -1.320577e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -13206415.000000 Penalty: 5897.486328
	Iteration 9Q: 3 clusters Score -1.320642e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -13206691.000000 Penalty: 5897.486328
	Iteration 10Q: 3 clusters Score -1.320669e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -13207011.000000 Penalty: 5897.486328
	Iteration 11Q: 3 clusters Score -1.320701e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -13207212.000000 Penalty: 5897.486328
	Iteration 12Q: 3 clusters Score -1.320721e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -13207416.000000 Penalty: 5897.486328
	Iteration 13Q: 3 clusters Score -1.320742e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -13207649.000000 Penalty: 5897.486328
	Iteration 14Q: 3 clusters Score -1.320765e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -13207989.000000 Penalty: 5897.486328
	Iteration 15Q: 3 clusters Score -1.320799e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -13208388.000000 Penalty: 5897.486328
	Iteration 16Q: 3 clusters Score -1.320839e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -13208998.000000 Penalty: 5897.486328
	Iteration 17Q: 3 clusters Score -1.3209e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -13209804.000000 Penalty: 5897.486328
	Iteration 18Q: 3 clusters Score -1.32098e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -13210797.000000 Penalty: 5897.486328
	Iteration 19Q: 3 clusters Score -1.32108e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -13211788.000000 Penalty: 5897.486328
	Iteration 20F: 3 clusters Score -1.321179e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -13212701.000000 Penalty: 5897.486328
	Iteration 21Q: 3 clusters Score -1.32127e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -13213272.000000 Penalty: 5897.486328
	Iteration 22Q: 3 clusters Score -1.321327e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -13213749.000000 Penalty: 5897.486328
	Iteration 23Q: 3 clusters Score -1.321375e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -13214171.000000 Penalty: 5897.486328
	Iteration 24Q: 3 clusters Score -1.321417e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -13214647.000000 Penalty: 5897.486328
	Iteration 25Q: 3 clusters Score -1.321465e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -13215040.000000 Penalty: 5897.486328
	Iteration 26Q: 3 clusters Score -1.321504e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 113075 members 
Entering Unmasked Estep 
Score: -13215453.000000 Penalty: 5897.486328
	Iteration 27Q: 3 clusters Score -1.321545e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -13215786.000000 Penalty: 5897.486328
	Iteration 28Q: 3 clusters Score -1.321579e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -13216207.000000 Penalty: 5897.486328
	Iteration 29Q: 3 clusters Score -1.321621e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 118141 members 
Entering Unmasked Estep 
Score: -13216673.000000 Penalty: 5897.486328
	Iteration 30Q: 3 clusters Score -1.321667e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 119823 members 
Entering Unmasked Estep 
Score: -13217169.000000 Penalty: 5897.486328
	Iteration 31Q: 3 clusters Score -1.321717e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 121437 members 
Entering Unmasked Estep 
Score: -13217681.000000 Penalty: 5897.486328
	Iteration 32Q: 3 clusters Score -1.321768e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -13218247.000000 Penalty: 5897.486328
	Iteration 33Q: 3 clusters Score -1.321825e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -13218804.000000 Penalty: 5897.486328
	Iteration 34Q: 3 clusters Score -1.32188e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -13219319.000000 Penalty: 5897.486328
	Iteration 35Q: 3 clusters Score -1.321932e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 127794 members 
Entering Unmasked Estep 
Score: -13219865.000000 Penalty: 5897.486328
	Iteration 36Q: 3 clusters Score -1.321986e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
Score: -13220437.000000 Penalty: 5897.486328
	Iteration 37Q: 3 clusters Score -1.322044e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 130684 members 
Entering Unmasked Estep 
Score: -13220993.000000 Penalty: 5897.486328
	Iteration 38Q: 3 clusters Score -1.322099e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -13221609.000000 Penalty: 5897.486328
	Iteration 39Q: 3 clusters Score -1.322161e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -13222114.000000 Penalty: 5897.486328
	Iteration 40F: 3 clusters Score -1.322211e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -13222620.000000 Penalty: 5897.486328
	Iteration 41Q: 3 clusters Score -1.322262e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -13223165.000000 Penalty: 5897.486328
	Iteration 42Q: 3 clusters Score -1.322316e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 136289 members 
Entering Unmasked Estep 
Score: -13223640.000000 Penalty: 5897.486328
	Iteration 43Q: 3 clusters Score -1.322364e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -13224015.000000 Penalty: 5897.486328
	Iteration 44Q: 3 clusters Score -1.322402e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -13224422.000000 Penalty: 5897.486328
	Iteration 45Q: 3 clusters Score -1.322442e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -13224870.000000 Penalty: 5897.486328
	Iteration 46Q: 3 clusters Score -1.322487e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 138964 members 
Entering Unmasked Estep 
Score: -13225282.000000 Penalty: 5897.486328
	Iteration 47Q: 3 clusters Score -1.322528e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 139484 members 
Entering Unmasked Estep 
Score: -13225743.000000 Penalty: 5897.486328
	Iteration 48Q: 3 clusters Score -1.322574e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -13226121.000000 Penalty: 5897.486328
	Iteration 49Q: 3 clusters Score -1.322612e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 140327 members 
Entering Unmasked Estep 
Score: -13226420.000000 Penalty: 5897.486328
	Iteration 50Q: 3 clusters Score -1.322642e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 140652 members 
Entering Unmasked Estep 
Score: -13226646.000000 Penalty: 5897.486328
	Iteration 51Q: 3 clusters Score -1.322665e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -13226787.000000 Penalty: 5897.486328
	Iteration 52Q: 3 clusters Score -1.322679e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 141179 members 
Entering Unmasked Estep 
Score: -13226925.000000 Penalty: 5897.486328
	Iteration 53Q: 3 clusters Score -1.322692e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 141374 members 
Entering Unmasked Estep 
Score: -13227007.000000 Penalty: 5897.486328
	Iteration 54Q: 3 clusters Score -1.322701e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -13227110.000000 Penalty: 5897.486328
	Iteration 55Q: 3 clusters Score -1.322711e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -13227108.000000 Penalty: 5897.486328
	Iteration 56Q: 3 clusters Score -1.322711e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 141822 members 
Entering Unmasked Estep 
Score: -13227164.000000 Penalty: 5897.486328
	Iteration 57Q: 3 clusters Score -1.322716e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -13227225.000000 Penalty: 5897.486328
	Iteration 58Q: 3 clusters Score -1.322722e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 142055 members 
Entering Unmasked Estep 
Score: -13227245.000000 Penalty: 5897.486328
	Iteration 59Q: 3 clusters Score -1.322724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -13227284.000000 Penalty: 5897.486328
	Iteration 60F: 3 clusters Score -1.322728e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 142222 members 
Entering Unmasked Estep 
Score: -13227295.000000 Penalty: 5897.486328
	Iteration 61Q: 3 clusters Score -1.32273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -13227300.000000 Penalty: 5897.486328
	Iteration 62Q: 3 clusters Score -1.32273e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -13227316.000000 Penalty: 5897.486328
	Iteration 63Q: 3 clusters Score -1.322732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 142354 members 
Entering Unmasked Estep 
Score: -13227322.000000 Penalty: 5897.486328
	Iteration 64Q: 3 clusters Score -1.322732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -13227309.000000 Penalty: 5897.486328
	Iteration 65Q: 3 clusters Score -1.322731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -13227332.000000 Penalty: 5897.486328
	Iteration 66Q: 3 clusters Score -1.322733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 142439 members 
Entering Unmasked Estep 
Score: -13227342.000000 Penalty: 5897.486328
	Iteration 67Q: 3 clusters Score -1.322734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -13227338.000000 Penalty: 5897.486328
	Iteration 68Q: 3 clusters Score -1.322734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -13227343.000000 Penalty: 5897.486328
	Iteration 69Q: 3 clusters Score -1.322734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -13227344.000000 Penalty: 5897.486328
	Iteration 70Q: 3 clusters Score -1.322734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 142482 members 
Entering Unmasked Estep 
Score: -13227330.000000 Penalty: 5897.486328
	Iteration 71Q: 3 clusters Score -1.322733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 142491 members 
Entering Unmasked Estep 
Score: -13227336.000000 Penalty: 5897.486328
	Iteration 72Q: 3 clusters Score -1.322734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 142499 members 
Entering Unmasked Estep 
Score: -13227330.000000 Penalty: 5897.486328
	Iteration 73Q: 3 clusters Score -1.322733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 142500 members 
Entering Unmasked Estep 
Score: -13227323.000000 Penalty: 5897.486328
	Iteration 74Q: 3 clusters Score -1.322732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -13227326.000000 Penalty: 5897.486328
	Iteration 75Q: 3 clusters Score -1.322733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 142505 members 
Entering Unmasked Estep 
Score: -13227331.000000 Penalty: 5897.486328
	Iteration 76Q: 3 clusters Score -1.322733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -13227328.000000 Penalty: 5897.486328
	Iteration 77Q: 3 clusters Score -1.322733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 142511 members 
Entering Unmasked Estep 
Score: -13227336.000000 Penalty: 5897.486328
	Iteration 78Q: 3 clusters Score -1.322734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -13227336.000000 Penalty: 5897.486328
	Iteration 79Q: 3 clusters Score -1.322734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 142521 members 
Entering Unmasked Estep 
Score: -13227329.000000 Penalty: 5897.486328
	Iteration 80F: 3 clusters Score -1.322733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -13227332.000000 Penalty: 5897.486328
	Iteration 81Q: 3 clusters Score -1.322733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 142526 members 
Entering Unmasked Estep 
Score: -13227330.000000 Penalty: 5897.486328
	Iteration 82Q: 3 clusters Score -1.322733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -13227323.000000 Penalty: 5897.486328
	Iteration 83Q: 3 clusters Score -1.322732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -13227320.000000 Penalty: 5897.486328
	Iteration 84Q: 3 clusters Score -1.322732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 142533 members 
Entering Unmasked Estep 
Score: -13227321.000000 Penalty: 5897.486328
	Iteration 85Q: 3 clusters Score -1.322732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 142536 members 
Entering Unmasked Estep 
Score: -13227329.000000 Penalty: 5897.486328
	Iteration 86Q: 3 clusters Score -1.322733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 142538 members 
Entering Unmasked Estep 
Score: -13227323.000000 Penalty: 5897.486328
	Iteration 87Q: 3 clusters Score -1.322732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 142540 members 
Entering Unmasked Estep 
Score: -13227337.000000 Penalty: 5897.486328
	Iteration 88Q: 3 clusters Score -1.322734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -13227332.000000 Penalty: 5897.486328
	Iteration 89Q: 3 clusters Score -1.322733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -13227332.000000 Penalty: 5897.486328
	Iteration 90F: 3 clusters Score -1.322733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (188461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188461 members 
Entering Unmasked Estep 
Score: -16555357.000000 Penalty: 3012.368408
	Iteration 0F: 2 clusters Score -1.655536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -16429526.000000 Penalty: 6024.736816
	Iteration 0F: 3 clusters Score -1.642953e+07 nChanged 90173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -16481386.000000 Penalty: 6024.736816
	Iteration 1F: 3 clusters Score -1.648139e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -16482405.000000 Penalty: 6024.736816
	Iteration 2Q: 3 clusters Score -1.64824e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 104045 members 
Entering Unmasked Estep 
Score: -16483733.000000 Penalty: 6024.736816
	Iteration 3Q: 3 clusters Score -1.648373e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -16485718.000000 Penalty: 6024.736816
	Iteration 4Q: 3 clusters Score -1.648572e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -16489955.000000 Penalty: 6024.736816
	Iteration 5Q: 3 clusters Score -1.648996e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 130561 members 
Entering Unmasked Estep 
Score: -16497772.000000 Penalty: 6024.736816
	Iteration 6F: 3 clusters Score -1.649777e+07 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -16511151.000000 Penalty: 6024.736816
	Iteration 7F: 3 clusters Score -1.651115e+07 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 164535 members 
Entering Unmasked Estep 
Score: -16528576.000000 Penalty: 6024.736816
	Iteration 8F: 3 clusters Score -1.652858e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 178640 members 
Entering Unmasked Estep 
Score: -16543015.000000 Penalty: 6024.736816
	Iteration 9F: 3 clusters Score -1.654302e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -16549898.000000 Penalty: 6024.736816
	Iteration 10Q: 3 clusters Score -1.65499e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 187628 members 
Entering Unmasked Estep 
Score: -16551978.000000 Penalty: 6024.736816
	Iteration 11Q: 3 clusters Score -1.655198e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188075 members 
Entering Unmasked Estep 
Score: -16552432.000000 Penalty: 6024.736816
	Iteration 12Q: 3 clusters Score -1.655243e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 188161 members 
Entering Unmasked Estep 
Score: -16552560.000000 Penalty: 6024.736816
	Iteration 13Q: 3 clusters Score -1.655256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -16552617.000000 Penalty: 6024.736816
	Iteration 14Q: 3 clusters Score -1.655262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188206 members 
Entering Unmasked Estep 
Score: -16552650.000000 Penalty: 6024.736816
	Iteration 15Q: 3 clusters Score -1.655265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -16552676.000000 Penalty: 6024.736816
	Iteration 16Q: 3 clusters Score -1.655268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -16552699.000000 Penalty: 6024.736816
	Iteration 17Q: 3 clusters Score -1.65527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -16552711.000000 Penalty: 6024.736816
	Iteration 18Q: 3 clusters Score -1.655271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -16552723.000000 Penalty: 6024.736816
	Iteration 19Q: 3 clusters Score -1.655272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188229 members 
Entering Unmasked Estep 
Score: -16552750.000000 Penalty: 6024.736816
	Iteration 20F: 3 clusters Score -1.655275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -16552754.000000 Penalty: 6024.736816
	Iteration 21Q: 3 clusters Score -1.655275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -16552755.000000 Penalty: 6024.736816
	Iteration 22Q: 3 clusters Score -1.655276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -16552755.000000 Penalty: 6024.736816
	Iteration 23F: 3 clusters Score -1.655276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (392977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392977 members 
Entering Unmasked Estep 
Score: -34701592.000000 Penalty: 3194.613525
	Iteration 0F: 2 clusters Score -3.470159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196984 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -34438544.000000 Penalty: 6389.227051
	Iteration 0F: 3 clusters Score -3.443854e+07 nChanged 190855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206729 members 
Mstep: Class 2 contains 186248 members 
Entering Unmasked Estep 
Score: -34553512.000000 Penalty: 6389.227051
	Iteration 1F: 3 clusters Score -3.455351e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212551 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -34556236.000000 Penalty: 6389.227051
	Iteration 2Q: 3 clusters Score -3.455624e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221798 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -34560436.000000 Penalty: 6389.227051
	Iteration 3Q: 3 clusters Score -3.456044e+07 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236124 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -34567976.000000 Penalty: 6389.227051
	Iteration 4Q: 3 clusters Score -3.456798e+07 nChanged 23158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257506 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -34582116.000000 Penalty: 6389.227051
	Iteration 5F: 3 clusters Score -3.458212e+07 nChanged 29333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285907 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -34605088.000000 Penalty: 6389.227051
	Iteration 6F: 3 clusters Score -3.460509e+07 nChanged 32745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318286 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -34635496.000000 Penalty: 6389.227051
	Iteration 7F: 3 clusters Score -3.46355e+07 nChanged 28770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346914 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -34663180.000000 Penalty: 6389.227051
	Iteration 8F: 3 clusters Score -3.466318e+07 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366353 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -34681312.000000 Penalty: 6389.227051
	Iteration 9Q: 3 clusters Score -3.468131e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376961 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -34690612.000000 Penalty: 6389.227051
	Iteration 10Q: 3 clusters Score -3.469061e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382371 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -34694872.000000 Penalty: 6389.227051
	Iteration 11Q: 3 clusters Score -3.469487e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385301 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -34697136.000000 Penalty: 6389.227051
	Iteration 12Q: 3 clusters Score -3.469714e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387038 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -34698480.000000 Penalty: 6389.227051
	Iteration 13Q: 3 clusters Score -3.469848e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388084 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -34699052.000000 Penalty: 6389.227051
	Iteration 14Q: 3 clusters Score -3.469905e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388755 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -34699452.000000 Penalty: 6389.227051
	Iteration 15Q: 3 clusters Score -3.469945e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389192 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -34699696.000000 Penalty: 6389.227051
	Iteration 16Q: 3 clusters Score -3.46997e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389517 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -34699944.000000 Penalty: 6389.227051
	Iteration 17Q: 3 clusters Score -3.469994e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389730 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -34700144.000000 Penalty: 6389.227051
	Iteration 18Q: 3 clusters Score -3.470014e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389900 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -34700476.000000 Penalty: 6389.227051
	Iteration 19Q: 3 clusters Score -3.470048e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389995 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -34700788.000000 Penalty: 6389.227051
	Iteration 20F: 3 clusters Score -3.470079e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390012 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -34701076.000000 Penalty: 6389.227051
	Iteration 21Q: 3 clusters Score -3.470108e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389977 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -34701252.000000 Penalty: 6389.227051
	Iteration 22Q: 3 clusters Score -3.470125e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389919 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -34701424.000000 Penalty: 6389.227051
	Iteration 23Q: 3 clusters Score -3.470142e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389862 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -34701460.000000 Penalty: 6389.227051
	Iteration 24Q: 3 clusters Score -3.470146e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389815 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -34701548.000000 Penalty: 6389.227051
	Iteration 25Q: 3 clusters Score -3.470155e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389775 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -34701532.000000 Penalty: 6389.227051
	Iteration 26Q: 3 clusters Score -3.470153e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389751 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -34701568.000000 Penalty: 6389.227051
	Iteration 27Q: 3 clusters Score -3.470157e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389740 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -34701600.000000 Penalty: 6389.227051
	Iteration 28Q: 3 clusters Score -3.47016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389726 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -34701608.000000 Penalty: 6389.227051
	Iteration 29Q: 3 clusters Score -3.470161e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389708 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -34701628.000000 Penalty: 6389.227051
	Iteration 30Q: 3 clusters Score -3.470163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389686 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -34701628.000000 Penalty: 6389.227051
	Iteration 31Q: 3 clusters Score -3.470163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389673 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -34701628.000000 Penalty: 6389.227051
	Iteration 32Q: 3 clusters Score -3.470163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389673 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -34701632.000000 Penalty: 6389.227051
	Iteration 33Q: 3 clusters Score -3.470163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389675 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -34701648.000000 Penalty: 6389.227051
	Iteration 34Q: 3 clusters Score -3.470165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389672 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -34701660.000000 Penalty: 6389.227051
	Iteration 35Q: 3 clusters Score -3.470166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389653 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -34701680.000000 Penalty: 6389.227051
	Iteration 36Q: 3 clusters Score -3.470168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389635 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -34701644.000000 Penalty: 6389.227051
	Iteration 37Q: 3 clusters Score -3.470164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389623 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -34701652.000000 Penalty: 6389.227051
	Iteration 38Q: 3 clusters Score -3.470165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389620 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -34701644.000000 Penalty: 6389.227051
	Iteration 39Q: 3 clusters Score -3.470164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389615 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -34701656.000000 Penalty: 6389.227051
	Iteration 40F: 3 clusters Score -3.470166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389613 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -34701644.000000 Penalty: 6389.227051
	Iteration 41Q: 3 clusters Score -3.470164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389612 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -34701640.000000 Penalty: 6389.227051
	Iteration 42Q: 3 clusters Score -3.470164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389611 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -34701636.000000 Penalty: 6389.227051
	Iteration 43Q: 3 clusters Score -3.470164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389610 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -34701652.000000 Penalty: 6389.227051
	Iteration 44Q: 3 clusters Score -3.470165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389608 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -34701636.000000 Penalty: 6389.227051
	Iteration 45Q: 3 clusters Score -3.470164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389608 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -34701640.000000 Penalty: 6389.227051
	Iteration 46Q: 3 clusters Score -3.470164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389607 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -34701648.000000 Penalty: 6389.227051
	Iteration 47Q: 3 clusters Score -3.470165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389607 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -34701648.000000 Penalty: 6389.227051
	Iteration 48F: 3 clusters Score -3.470165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 398311 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188461 members 
Mstep: Class 6 contains 389607 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153191 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 58049 members 
Mstep: Class 24 contains 37779 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 22980 members 
Mstep: Class 27 contains 3370 members 
Entering Unmasked Estep 
Score: -146462672.000000 Penalty: 96083.218750
Splitting cluster 6 changes total score from -146462128.000000 to -146462672.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (28013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Entering Unmasked Estep 
Score: -2451231.500000 Penalty: 2539.625244
	Iteration 0F: 2 clusters Score -2451232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2431926.250000 Penalty: 5079.250488
	Iteration 0F: 3 clusters Score -2431926 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2438876.000000 Penalty: 5079.250488
	Iteration 1F: 3 clusters Score -2438876 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2439363.250000 Penalty: 5079.250488
	Iteration 2Q: 3 clusters Score -2439363 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2439802.000000 Penalty: 5079.250488
	Iteration 3Q: 3 clusters Score -2439802 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2440220.250000 Penalty: 5079.250488
	Iteration 4Q: 3 clusters Score -2440220 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2440633.000000 Penalty: 5079.250488
	Iteration 5Q: 3 clusters Score -2440633 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2441016.000000 Penalty: 5079.250488
	Iteration 6Q: 3 clusters Score -2441016 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2441360.750000 Penalty: 5079.250488
	Iteration 7Q: 3 clusters Score -2441361 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2441630.750000 Penalty: 5079.250488
	Iteration 8Q: 3 clusters Score -2441631 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2441910.250000 Penalty: 5079.250488
	Iteration 9Q: 3 clusters Score -2441910 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2442189.750000 Penalty: 5079.250488
	Iteration 10Q: 3 clusters Score -2442190 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2442507.500000 Penalty: 5079.250488
	Iteration 11Q: 3 clusters Score -2442508 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2442879.500000 Penalty: 5079.250488
	Iteration 12Q: 3 clusters Score -2442880 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2443342.000000 Penalty: 5079.250488
	Iteration 13Q: 3 clusters Score -2443342 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2443925.500000 Penalty: 5079.250488
	Iteration 14Q: 3 clusters Score -2443926 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2444600.500000 Penalty: 5079.250488
	Iteration 15Q: 3 clusters Score -2444600 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2445234.500000 Penalty: 5079.250488
	Iteration 16Q: 3 clusters Score -2445234 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2445940.250000 Penalty: 5079.250488
	Iteration 17Q: 3 clusters Score -2445940 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2446562.500000 Penalty: 5079.250488
	Iteration 18Q: 3 clusters Score -2446562 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2447096.500000 Penalty: 5079.250488
	Iteration 19Q: 3 clusters Score -2447096 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2447528.750000 Penalty: 5079.250488
	Iteration 20F: 3 clusters Score -2447529 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2447874.250000 Penalty: 5079.250488
	Iteration 21Q: 3 clusters Score -2447874 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2448158.250000 Penalty: 5079.250488
	Iteration 22Q: 3 clusters Score -2448158 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -2448383.750000 Penalty: 5079.250488
	Iteration 23Q: 3 clusters Score -2448384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2448541.750000 Penalty: 5079.250488
	Iteration 24Q: 3 clusters Score -2448542 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2448679.000000 Penalty: 5079.250488
	Iteration 25Q: 3 clusters Score -2448679 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2448769.250000 Penalty: 5079.250488
	Iteration 26Q: 3 clusters Score -2448769 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2448853.500000 Penalty: 5079.250488
	Iteration 27Q: 3 clusters Score -2448854 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2448912.250000 Penalty: 5079.250488
	Iteration 28Q: 3 clusters Score -2448912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -2448943.000000 Penalty: 5079.250488
	Iteration 29Q: 3 clusters Score -2448943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -2448969.250000 Penalty: 5079.250488
	Iteration 30Q: 3 clusters Score -2448969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -2448990.250000 Penalty: 5079.250488
	Iteration 31Q: 3 clusters Score -2448990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -2449005.250000 Penalty: 5079.250488
	Iteration 32Q: 3 clusters Score -2449005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2449022.500000 Penalty: 5079.250488
	Iteration 33Q: 3 clusters Score -2449022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2449027.500000 Penalty: 5079.250488
	Iteration 34Q: 3 clusters Score -2449028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -2449039.500000 Penalty: 5079.250488
	Iteration 35Q: 3 clusters Score -2449040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -2449055.500000 Penalty: 5079.250488
	Iteration 36Q: 3 clusters Score -2449056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -2449060.000000 Penalty: 5079.250488
	Iteration 37Q: 3 clusters Score -2449060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2449070.250000 Penalty: 5079.250488
	Iteration 38Q: 3 clusters Score -2449070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2449071.500000 Penalty: 5079.250488
	Iteration 39Q: 3 clusters Score -2449072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2449077.500000 Penalty: 5079.250488
	Iteration 40F: 3 clusters Score -2449078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2449083.500000 Penalty: 5079.250488
	Iteration 41Q: 3 clusters Score -2449084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2449081.500000 Penalty: 5079.250488
	Iteration 42Q: 3 clusters Score -2449082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2449086.000000 Penalty: 5079.250488
	Iteration 43Q: 3 clusters Score -2449086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -2449085.000000 Penalty: 5079.250488
	Iteration 44Q: 3 clusters Score -2449085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -2449085.250000 Penalty: 5079.250488
	Iteration 45Q: 3 clusters Score -2449085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -2449085.750000 Penalty: 5079.250488
	Iteration 46Q: 3 clusters Score -2449086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -2449087.250000 Penalty: 5079.250488
	Iteration 47Q: 3 clusters Score -2449087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -2449086.750000 Penalty: 5079.250488
	Iteration 48Q: 3 clusters Score -2449087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -2449086.750000 Penalty: 5079.250488
	Iteration 49F: 3 clusters Score -2449087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Entering Unmasked Estep 
Score: -2860313.750000 Penalty: 2579.602539
	Iteration 0F: 2 clusters Score -2860314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2837865.000000 Penalty: 5159.205078
	Iteration 0F: 3 clusters Score -2837865 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2846215.750000 Penalty: 5159.205078
	Iteration 1F: 3 clusters Score -2846216 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2847000.500000 Penalty: 5159.205078
	Iteration 2F: 3 clusters Score -2847000 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2847855.000000 Penalty: 5159.205078
	Iteration 3Q: 3 clusters Score -2847855 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2848723.250000 Penalty: 5159.205078
	Iteration 4Q: 3 clusters Score -2848723 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2849476.500000 Penalty: 5159.205078
	Iteration 5Q: 3 clusters Score -2849476 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2850146.500000 Penalty: 5159.205078
	Iteration 6Q: 3 clusters Score -2850146 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2850736.500000 Penalty: 5159.205078
	Iteration 7Q: 3 clusters Score -2850736 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2851387.250000 Penalty: 5159.205078
	Iteration 8Q: 3 clusters Score -2851387 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2852130.000000 Penalty: 5159.205078
	Iteration 9Q: 3 clusters Score -2852130 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2853025.250000 Penalty: 5159.205078
	Iteration 10Q: 3 clusters Score -2853025 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2853985.000000 Penalty: 5159.205078
	Iteration 11Q: 3 clusters Score -2853985 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2854810.750000 Penalty: 5159.205078
	Iteration 12Q: 3 clusters Score -2854811 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2855454.500000 Penalty: 5159.205078
	Iteration 13Q: 3 clusters Score -2855454 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2855943.000000 Penalty: 5159.205078
	Iteration 14Q: 3 clusters Score -2855943 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2856299.750000 Penalty: 5159.205078
	Iteration 15Q: 3 clusters Score -2856300 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2856612.250000 Penalty: 5159.205078
	Iteration 16Q: 3 clusters Score -2856612 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2856843.250000 Penalty: 5159.205078
	Iteration 17Q: 3 clusters Score -2856843 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2857032.500000 Penalty: 5159.205078
	Iteration 18Q: 3 clusters Score -2857032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2857199.500000 Penalty: 5159.205078
	Iteration 19Q: 3 clusters Score -2857200 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2857321.250000 Penalty: 5159.205078
	Iteration 20F: 3 clusters Score -2857321 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2857454.250000 Penalty: 5159.205078
	Iteration 21Q: 3 clusters Score -2857454 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2857546.250000 Penalty: 5159.205078
	Iteration 22Q: 3 clusters Score -2857546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2857617.750000 Penalty: 5159.205078
	Iteration 23Q: 3 clusters Score -2857618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2857693.250000 Penalty: 5159.205078
	Iteration 24Q: 3 clusters Score -2857693 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2857750.500000 Penalty: 5159.205078
	Iteration 25Q: 3 clusters Score -2857750 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2857806.750000 Penalty: 5159.205078
	Iteration 26Q: 3 clusters Score -2857807 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2857866.250000 Penalty: 5159.205078
	Iteration 27Q: 3 clusters Score -2857866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2857919.000000 Penalty: 5159.205078
	Iteration 28Q: 3 clusters Score -2857919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2857952.500000 Penalty: 5159.205078
	Iteration 29Q: 3 clusters Score -2857952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2857990.000000 Penalty: 5159.205078
	Iteration 30Q: 3 clusters Score -2857990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2858018.500000 Penalty: 5159.205078
	Iteration 31Q: 3 clusters Score -2858018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2858033.000000 Penalty: 5159.205078
	Iteration 32Q: 3 clusters Score -2858033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2858039.750000 Penalty: 5159.205078
	Iteration 33Q: 3 clusters Score -2858040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2858055.750000 Penalty: 5159.205078
	Iteration 34Q: 3 clusters Score -2858056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2858072.250000 Penalty: 5159.205078
	Iteration 35Q: 3 clusters Score -2858072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2858083.000000 Penalty: 5159.205078
	Iteration 36Q: 3 clusters Score -2858083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2858092.750000 Penalty: 5159.205078
	Iteration 37Q: 3 clusters Score -2858093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2858102.000000 Penalty: 5159.205078
	Iteration 38Q: 3 clusters Score -2858102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2858124.000000 Penalty: 5159.205078
	Iteration 39Q: 3 clusters Score -2858124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2858139.250000 Penalty: 5159.205078
	Iteration 40F: 3 clusters Score -2858139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2858155.250000 Penalty: 5159.205078
	Iteration 41Q: 3 clusters Score -2858155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2858166.750000 Penalty: 5159.205078
	Iteration 42Q: 3 clusters Score -2858167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2858176.000000 Penalty: 5159.205078
	Iteration 43Q: 3 clusters Score -2858176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2858191.750000 Penalty: 5159.205078
	Iteration 44Q: 3 clusters Score -2858192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2858200.750000 Penalty: 5159.205078
	Iteration 45Q: 3 clusters Score -2858201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2858214.500000 Penalty: 5159.205078
	Iteration 46Q: 3 clusters Score -2858214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2858234.750000 Penalty: 5159.205078
	Iteration 47Q: 3 clusters Score -2858235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2858250.000000 Penalty: 5159.205078
	Iteration 48Q: 3 clusters Score -2858250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2858266.250000 Penalty: 5159.205078
	Iteration 49Q: 3 clusters Score -2858266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2858275.750000 Penalty: 5159.205078
	Iteration 50Q: 3 clusters Score -2858276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2858293.250000 Penalty: 5159.205078
	Iteration 51Q: 3 clusters Score -2858293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2858300.500000 Penalty: 5159.205078
	Iteration 52Q: 3 clusters Score -2858300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2858310.500000 Penalty: 5159.205078
	Iteration 53Q: 3 clusters Score -2858310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2858316.750000 Penalty: 5159.205078
	Iteration 54Q: 3 clusters Score -2858317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2858317.250000 Penalty: 5159.205078
	Iteration 55Q: 3 clusters Score -2858317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2858324.000000 Penalty: 5159.205078
	Iteration 56Q: 3 clusters Score -2858324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2858330.000000 Penalty: 5159.205078
	Iteration 57Q: 3 clusters Score -2858330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2858329.000000 Penalty: 5159.205078
	Iteration 58Q: 3 clusters Score -2858329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2858331.250000 Penalty: 5159.205078
	Iteration 59Q: 3 clusters Score -2858331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2858332.250000 Penalty: 5159.205078
	Iteration 60F: 3 clusters Score -2858332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2858339.000000 Penalty: 5159.205078
	Iteration 61Q: 3 clusters Score -2858339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2858342.000000 Penalty: 5159.205078
	Iteration 62Q: 3 clusters Score -2858342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2858347.250000 Penalty: 5159.205078
	Iteration 63Q: 3 clusters Score -2858347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2858348.250000 Penalty: 5159.205078
	Iteration 64Q: 3 clusters Score -2858348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2858343.500000 Penalty: 5159.205078
	Iteration 65Q: 3 clusters Score -2858344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2858346.500000 Penalty: 5159.205078
	Iteration 66Q: 3 clusters Score -2858346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2858346.000000 Penalty: 5159.205078
	Iteration 67Q: 3 clusters Score -2858346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2858343.000000 Penalty: 5159.205078
	Iteration 68Q: 3 clusters Score -2858343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2858347.750000 Penalty: 5159.205078
	Iteration 69Q: 3 clusters Score -2858348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2858352.250000 Penalty: 5159.205078
	Iteration 70Q: 3 clusters Score -2858352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2858361.000000 Penalty: 5159.205078
	Iteration 71Q: 3 clusters Score -2858361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2858357.250000 Penalty: 5159.205078
	Iteration 72Q: 3 clusters Score -2858357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2858355.500000 Penalty: 5159.205078
	Iteration 73Q: 3 clusters Score -2858356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2858355.750000 Penalty: 5159.205078
	Iteration 74Q: 3 clusters Score -2858356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2858357.750000 Penalty: 5159.205078
	Iteration 75Q: 3 clusters Score -2858358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2858357.750000 Penalty: 5159.205078
	Iteration 76F: 3 clusters Score -2858358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -741879.812500 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -741879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -734974.562500 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -734974.6 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -736866.562500 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -736866.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -737282.750000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -737282.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -737674.625000 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -737674.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -738129.750000 Penalty: 4508.964844
	Iteration 4F: 3 clusters Score -738129.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -738606.437500 Penalty: 4508.964844
	Iteration 5F: 3 clusters Score -738606.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -739069.125000 Penalty: 4508.964844
	Iteration 6F: 3 clusters Score -739069.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -739461.875000 Penalty: 4508.964844
	Iteration 7F: 3 clusters Score -739461.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -739742.375000 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -739742.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -739906.000000 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -739906 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -740018.687500 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -740018.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -740113.375000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -740113.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -740201.437500 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -740201.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -740276.562500 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -740276.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -740364.187500 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -740364.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -740446.875000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -740446.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -740541.562500 Penalty: 4508.964844
	Iteration 16Q: 3 clusters Score -740541.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -740669.437500 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -740669.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -740800.062500 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -740800.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -740957.750000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -740957.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -741141.812500 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -741141.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -741367.312500 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -741367.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -741605.687500 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -741605.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -741764.500000 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -741764.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -741834.937500 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -741834.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -741862.000000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -741862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -741875.000000 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -741875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -741877.562500 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -741877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -741881.312500 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -741881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -741882.375000 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -741882.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -741882.375000 Penalty: 4508.964844
	Iteration 30F: 3 clusters Score -741882.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 398311 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188461 members 
Mstep: Class 6 contains 389607 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 4102 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153191 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 58049 members 
Mstep: Class 24 contains 37779 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 22980 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 4770 members 
Entering Unmasked Estep 
Score: -146461200.000000 Penalty: 99641.851562
Splitting cluster 9 changes total score from -146462128.000000 to -146461200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Entering Unmasked Estep 
Score: -1319811.250000 Penalty: 2380.820312
	Iteration 0F: 2 clusters Score -1319811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1309212.750000 Penalty: 4761.640625
	Iteration 0F: 3 clusters Score -1309213 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1312582.375000 Penalty: 4761.640625
	Iteration 1F: 3 clusters Score -1312582 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1313220.750000 Penalty: 4761.640625
	Iteration 2F: 3 clusters Score -1313221 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1313926.875000 Penalty: 4761.640625
	Iteration 3F: 3 clusters Score -1313927 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1314667.375000 Penalty: 4761.640625
	Iteration 4F: 3 clusters Score -1314667 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1315377.500000 Penalty: 4761.640625
	Iteration 5F: 3 clusters Score -1315378 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1316008.125000 Penalty: 4761.640625
	Iteration 6F: 3 clusters Score -1316008 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1316622.125000 Penalty: 4761.640625
	Iteration 7F: 3 clusters Score -1316622 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1317151.250000 Penalty: 4761.640625
	Iteration 8Q: 3 clusters Score -1317151 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1317554.750000 Penalty: 4761.640625
	Iteration 9Q: 3 clusters Score -1317555 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1317835.125000 Penalty: 4761.640625
	Iteration 10Q: 3 clusters Score -1317835 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1318007.750000 Penalty: 4761.640625
	Iteration 11Q: 3 clusters Score -1318008 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1318120.375000 Penalty: 4761.640625
	Iteration 12Q: 3 clusters Score -1318120 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1318206.125000 Penalty: 4761.640625
	Iteration 13Q: 3 clusters Score -1318206 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1318301.000000 Penalty: 4761.640625
	Iteration 14Q: 3 clusters Score -1318301 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1318368.000000 Penalty: 4761.640625
	Iteration 15Q: 3 clusters Score -1318368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1318430.875000 Penalty: 4761.640625
	Iteration 16Q: 3 clusters Score -1318431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1318477.875000 Penalty: 4761.640625
	Iteration 17Q: 3 clusters Score -1318478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1318530.125000 Penalty: 4761.640625
	Iteration 18Q: 3 clusters Score -1318530 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1318565.500000 Penalty: 4761.640625
	Iteration 19Q: 3 clusters Score -1318566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1318595.875000 Penalty: 4761.640625
	Iteration 20F: 3 clusters Score -1318596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1318628.125000 Penalty: 4761.640625
	Iteration 21Q: 3 clusters Score -1318628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1318651.125000 Penalty: 4761.640625
	Iteration 22Q: 3 clusters Score -1318651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1318668.625000 Penalty: 4761.640625
	Iteration 23Q: 3 clusters Score -1318669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1318688.375000 Penalty: 4761.640625
	Iteration 24Q: 3 clusters Score -1318688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1318701.500000 Penalty: 4761.640625
	Iteration 25Q: 3 clusters Score -1318702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1318718.625000 Penalty: 4761.640625
	Iteration 26Q: 3 clusters Score -1318719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1318722.000000 Penalty: 4761.640625
	Iteration 27Q: 3 clusters Score -1318722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1318725.375000 Penalty: 4761.640625
	Iteration 28Q: 3 clusters Score -1318725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1318733.375000 Penalty: 4761.640625
	Iteration 29Q: 3 clusters Score -1318733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1318737.500000 Penalty: 4761.640625
	Iteration 30Q: 3 clusters Score -1318738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1318739.500000 Penalty: 4761.640625
	Iteration 31Q: 3 clusters Score -1318740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1318738.125000 Penalty: 4761.640625
	Iteration 32Q: 3 clusters Score -1318738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1318737.125000 Penalty: 4761.640625
	Iteration 33Q: 3 clusters Score -1318737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1318738.250000 Penalty: 4761.640625
	Iteration 34Q: 3 clusters Score -1318738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1318738.750000 Penalty: 4761.640625
	Iteration 35Q: 3 clusters Score -1318739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1318738.750000 Penalty: 4761.640625
	Iteration 36Q: 3 clusters Score -1318739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1318740.750000 Penalty: 4761.640625
	Iteration 37Q: 3 clusters Score -1318741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1318741.250000 Penalty: 4761.640625
	Iteration 38Q: 3 clusters Score -1318741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1318741.250000 Penalty: 4761.640625
	Iteration 39F: 3 clusters Score -1318741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -22592.232422 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -22592.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21320.152344 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -21320.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21451.306641 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -21451.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21466.533203 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -21466.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21484.787109 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -21484.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21497.285156 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -21497.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21509.259766 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -21509.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21510.548828 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -21510.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21510.548828 Penalty: 2834.011475
	Iteration 7F: 3 clusters Score -21510.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -296615.750000 Penalty: 2066.591309
	Iteration 0F: 2 clusters Score -296615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -292665.406250 Penalty: 4133.182617
	Iteration 0F: 3 clusters Score -292665.4 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -293762.781250 Penalty: 4133.182617
	Iteration 1F: 3 clusters Score -293762.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -294087.031250 Penalty: 4133.182617
	Iteration 2F: 3 clusters Score -294087 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -294366.343750 Penalty: 4133.182617
	Iteration 3F: 3 clusters Score -294366.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -294586.250000 Penalty: 4133.182617
	Iteration 4F: 3 clusters Score -294586.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -294763.562500 Penalty: 4133.182617
	Iteration 5F: 3 clusters Score -294763.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -294922.562500 Penalty: 4133.182617
	Iteration 6Q: 3 clusters Score -294922.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -295036.031250 Penalty: 4133.182617
	Iteration 7Q: 3 clusters Score -295036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -295135.281250 Penalty: 4133.182617
	Iteration 8Q: 3 clusters Score -295135.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -295206.968750 Penalty: 4133.182617
	Iteration 9Q: 3 clusters Score -295207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -295272.468750 Penalty: 4133.182617
	Iteration 10Q: 3 clusters Score -295272.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -295313.750000 Penalty: 4133.182617
	Iteration 11Q: 3 clusters Score -295313.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -295350.937500 Penalty: 4133.182617
	Iteration 12Q: 3 clusters Score -295350.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -295377.437500 Penalty: 4133.182617
	Iteration 13Q: 3 clusters Score -295377.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -295399.843750 Penalty: 4133.182617
	Iteration 14Q: 3 clusters Score -295399.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -295415.812500 Penalty: 4133.182617
	Iteration 15Q: 3 clusters Score -295415.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -295427.906250 Penalty: 4133.182617
	Iteration 16Q: 3 clusters Score -295427.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -295437.625000 Penalty: 4133.182617
	Iteration 17Q: 3 clusters Score -295437.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -295448.968750 Penalty: 4133.182617
	Iteration 18Q: 3 clusters Score -295449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -295461.937500 Penalty: 4133.182617
	Iteration 19Q: 3 clusters Score -295461.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -295474.781250 Penalty: 4133.182617
	Iteration 20F: 3 clusters Score -295474.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -295485.125000 Penalty: 4133.182617
	Iteration 21Q: 3 clusters Score -295485.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -295498.125000 Penalty: 4133.182617
	Iteration 22Q: 3 clusters Score -295498.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -295512.375000 Penalty: 4133.182617
	Iteration 23Q: 3 clusters Score -295512.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -295530.531250 Penalty: 4133.182617
	Iteration 24Q: 3 clusters Score -295530.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -295545.500000 Penalty: 4133.182617
	Iteration 25Q: 3 clusters Score -295545.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -295567.093750 Penalty: 4133.182617
	Iteration 26Q: 3 clusters Score -295567.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -295582.531250 Penalty: 4133.182617
	Iteration 27Q: 3 clusters Score -295582.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -295597.593750 Penalty: 4133.182617
	Iteration 28Q: 3 clusters Score -295597.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -295616.093750 Penalty: 4133.182617
	Iteration 29Q: 3 clusters Score -295616.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -295637.218750 Penalty: 4133.182617
	Iteration 30Q: 3 clusters Score -295637.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -295659.812500 Penalty: 4133.182617
	Iteration 31Q: 3 clusters Score -295659.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -295681.312500 Penalty: 4133.182617
	Iteration 32Q: 3 clusters Score -295681.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -295710.625000 Penalty: 4133.182617
	Iteration 33Q: 3 clusters Score -295710.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -295734.000000 Penalty: 4133.182617
	Iteration 34Q: 3 clusters Score -295734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -295753.656250 Penalty: 4133.182617
	Iteration 35Q: 3 clusters Score -295753.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -295769.468750 Penalty: 4133.182617
	Iteration 36Q: 3 clusters Score -295769.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -295779.187500 Penalty: 4133.182617
	Iteration 37Q: 3 clusters Score -295779.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -295791.593750 Penalty: 4133.182617
	Iteration 38Q: 3 clusters Score -295791.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -295803.656250 Penalty: 4133.182617
	Iteration 39Q: 3 clusters Score -295803.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -295816.343750 Penalty: 4133.182617
	Iteration 40F: 3 clusters Score -295816.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -295826.968750 Penalty: 4133.182617
	Iteration 41Q: 3 clusters Score -295827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -295832.062500 Penalty: 4133.182617
	Iteration 42Q: 3 clusters Score -295832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -295836.937500 Penalty: 4133.182617
	Iteration 43Q: 3 clusters Score -295836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -295841.187500 Penalty: 4133.182617
	Iteration 44Q: 3 clusters Score -295841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -295844.687500 Penalty: 4133.182617
	Iteration 45Q: 3 clusters Score -295844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -295845.843750 Penalty: 4133.182617
	Iteration 46Q: 3 clusters Score -295845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -295846.437500 Penalty: 4133.182617
	Iteration 47Q: 3 clusters Score -295846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -295848.437500 Penalty: 4133.182617
	Iteration 48Q: 3 clusters Score -295848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -295850.187500 Penalty: 4133.182617
	Iteration 49Q: 3 clusters Score -295850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -295850.312500 Penalty: 4133.182617
	Iteration 50Q: 3 clusters Score -295850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -295851.406250 Penalty: 4133.182617
	Iteration 51Q: 3 clusters Score -295851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -295850.812500 Penalty: 4133.182617
	Iteration 52Q: 3 clusters Score -295850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -295850.812500 Penalty: 4133.182617
	Iteration 53F: 3 clusters Score -295850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -424894.500000 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -424894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -420281.781250 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -420281.8 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -421414.718750 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -421414.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -421699.187500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -421699.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -421890.156250 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -421890.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -422044.968750 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -422045 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -422194.687500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -422194.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -422329.000000 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -422329 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -422497.031250 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -422497 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -422759.093750 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -422759.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -423091.937500 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -423091.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -423508.781250 Penalty: 4241.015137
	Iteration 10F: 3 clusters Score -423508.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -424096.437500 Penalty: 4241.015137
	Iteration 11F: 3 clusters Score -424096.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -424783.375000 Penalty: 4241.015137
	Iteration 12F: 3 clusters Score -424783.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -425212.875000 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -425212.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425479.968750 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -425480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -425690.843750 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -425690.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -425786.312500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -425786.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -425832.875000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -425832.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -425847.093750 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -425847.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -425853.187500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -425853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -425854.812500 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -425854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -425854.125000 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -425854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -425854.125000 Penalty: 4241.015137
	Iteration 22F: 3 clusters Score -425854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 398311 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188461 members 
Mstep: Class 6 contains 389607 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153191 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 58049 members 
Mstep: Class 24 contains 37779 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 22980 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 1741 members 
Entering Unmasked Estep 
Score: -146461904.000000 Penalty: 99641.851562
Splitting cluster 13 changes total score from -146462128.000000 to -146461904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -320155.031250 Penalty: 2056.489990
	Iteration 0F: 2 clusters Score -320155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -316298.218750 Penalty: 4112.979980
	Iteration 0F: 3 clusters Score -316298.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -317218.937500 Penalty: 4112.979980
	Iteration 1F: 3 clusters Score -317218.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -317478.781250 Penalty: 4112.979980
	Iteration 2F: 3 clusters Score -317478.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -317612.593750 Penalty: 4112.979980
	Iteration 3F: 3 clusters Score -317612.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -317715.500000 Penalty: 4112.979980
	Iteration 4Q: 3 clusters Score -317715.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -317792.875000 Penalty: 4112.979980
	Iteration 5Q: 3 clusters Score -317792.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -317846.531250 Penalty: 4112.979980
	Iteration 6Q: 3 clusters Score -317846.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -317897.250000 Penalty: 4112.979980
	Iteration 7Q: 3 clusters Score -317897.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -317968.156250 Penalty: 4112.979980
	Iteration 8Q: 3 clusters Score -317968.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -318025.750000 Penalty: 4112.979980
	Iteration 9Q: 3 clusters Score -318025.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -318089.093750 Penalty: 4112.979980
	Iteration 10Q: 3 clusters Score -318089.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -318136.906250 Penalty: 4112.979980
	Iteration 11Q: 3 clusters Score -318136.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -318182.343750 Penalty: 4112.979980
	Iteration 12Q: 3 clusters Score -318182.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -318228.750000 Penalty: 4112.979980
	Iteration 13Q: 3 clusters Score -318228.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -318279.812500 Penalty: 4112.979980
	Iteration 14Q: 3 clusters Score -318279.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -318323.218750 Penalty: 4112.979980
	Iteration 15Q: 3 clusters Score -318323.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -318362.937500 Penalty: 4112.979980
	Iteration 16Q: 3 clusters Score -318362.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -318411.781250 Penalty: 4112.979980
	Iteration 17Q: 3 clusters Score -318411.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -318470.718750 Penalty: 4112.979980
	Iteration 18Q: 3 clusters Score -318470.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -318541.875000 Penalty: 4112.979980
	Iteration 19Q: 3 clusters Score -318541.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -318623.906250 Penalty: 4112.979980
	Iteration 20F: 3 clusters Score -318623.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -318710.187500 Penalty: 4112.979980
	Iteration 21Q: 3 clusters Score -318710.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -318836.812500 Penalty: 4112.979980
	Iteration 22Q: 3 clusters Score -318836.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -319011.187500 Penalty: 4112.979980
	Iteration 23Q: 3 clusters Score -319011.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -319143.218750 Penalty: 4112.979980
	Iteration 24Q: 3 clusters Score -319143.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -319244.312500 Penalty: 4112.979980
	Iteration 25Q: 3 clusters Score -319244.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -319342.500000 Penalty: 4112.979980
	Iteration 26Q: 3 clusters Score -319342.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -319401.562500 Penalty: 4112.979980
	Iteration 27Q: 3 clusters Score -319401.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -319431.000000 Penalty: 4112.979980
	Iteration 28Q: 3 clusters Score -319431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -319447.468750 Penalty: 4112.979980
	Iteration 29Q: 3 clusters Score -319447.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -319458.218750 Penalty: 4112.979980
	Iteration 30Q: 3 clusters Score -319458.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -319465.468750 Penalty: 4112.979980
	Iteration 31Q: 3 clusters Score -319465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -319473.812500 Penalty: 4112.979980
	Iteration 32Q: 3 clusters Score -319473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -319475.218750 Penalty: 4112.979980
	Iteration 33Q: 3 clusters Score -319475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -319475.125000 Penalty: 4112.979980
	Iteration 34Q: 3 clusters Score -319475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -319478.187500 Penalty: 4112.979980
	Iteration 35Q: 3 clusters Score -319478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -319479.656250 Penalty: 4112.979980
	Iteration 36Q: 3 clusters Score -319479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -319480.718750 Penalty: 4112.979980
	Iteration 37Q: 3 clusters Score -319480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -319480.656250 Penalty: 4112.979980
	Iteration 38Q: 3 clusters Score -319480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -319481.937500 Penalty: 4112.979980
	Iteration 39Q: 3 clusters Score -319481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -319481.937500 Penalty: 4112.979980
	Iteration 40F: 3 clusters Score -319481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (153191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Entering Unmasked Estep 
Score: -13755482.000000 Penalty: 2960.981201
	Iteration 0F: 2 clusters Score -1.375548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -13652978.000000 Penalty: 5921.962402
	Iteration 0F: 3 clusters Score -1.365298e+07 nChanged 73386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -13696039.000000 Penalty: 5921.962402
	Iteration 1F: 3 clusters Score -1.369604e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -13697669.000000 Penalty: 5921.962402
	Iteration 2Q: 3 clusters Score -1.369767e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -13699743.000000 Penalty: 5921.962402
	Iteration 3Q: 3 clusters Score -1.369974e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -13702375.000000 Penalty: 5921.962402
	Iteration 4Q: 3 clusters Score -1.370238e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -13706082.000000 Penalty: 5921.962402
	Iteration 5Q: 3 clusters Score -1.370608e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -13711042.000000 Penalty: 5921.962402
	Iteration 6F: 3 clusters Score -1.371104e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -13717004.000000 Penalty: 5921.962402
	Iteration 7F: 3 clusters Score -1.3717e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -13722841.000000 Penalty: 5921.962402
	Iteration 8F: 3 clusters Score -1.372284e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -13727477.000000 Penalty: 5921.962402
	Iteration 9F: 3 clusters Score -1.372748e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -13730476.000000 Penalty: 5921.962402
	Iteration 10Q: 3 clusters Score -1.373048e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -13732499.000000 Penalty: 5921.962402
	Iteration 11Q: 3 clusters Score -1.37325e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -13733546.000000 Penalty: 5921.962402
	Iteration 12Q: 3 clusters Score -1.373355e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -13734184.000000 Penalty: 5921.962402
	Iteration 13Q: 3 clusters Score -1.373418e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -13734637.000000 Penalty: 5921.962402
	Iteration 14Q: 3 clusters Score -1.373464e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -13735124.000000 Penalty: 5921.962402
	Iteration 15Q: 3 clusters Score -1.373512e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -13735463.000000 Penalty: 5921.962402
	Iteration 16Q: 3 clusters Score -1.373546e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -13735659.000000 Penalty: 5921.962402
	Iteration 17Q: 3 clusters Score -1.373566e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -13735904.000000 Penalty: 5921.962402
	Iteration 18Q: 3 clusters Score -1.37359e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -13736108.000000 Penalty: 5921.962402
	Iteration 19Q: 3 clusters Score -1.373611e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -13736310.000000 Penalty: 5921.962402
	Iteration 20F: 3 clusters Score -1.373631e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -13736592.000000 Penalty: 5921.962402
	Iteration 21Q: 3 clusters Score -1.373659e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -13736723.000000 Penalty: 5921.962402
	Iteration 22Q: 3 clusters Score -1.373672e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -13736980.000000 Penalty: 5921.962402
	Iteration 23Q: 3 clusters Score -1.373698e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -13737096.000000 Penalty: 5921.962402
	Iteration 24Q: 3 clusters Score -1.37371e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107202 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -13737295.000000 Penalty: 5921.962402
	Iteration 25Q: 3 clusters Score -1.37373e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -13737522.000000 Penalty: 5921.962402
	Iteration 26Q: 3 clusters Score -1.373752e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -13737755.000000 Penalty: 5921.962402
	Iteration 27Q: 3 clusters Score -1.373776e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -13737975.000000 Penalty: 5921.962402
	Iteration 28Q: 3 clusters Score -1.373798e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -13738239.000000 Penalty: 5921.962402
	Iteration 29Q: 3 clusters Score -1.373824e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113523 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -13738585.000000 Penalty: 5921.962402
	Iteration 30Q: 3 clusters Score -1.373858e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -13738948.000000 Penalty: 5921.962402
	Iteration 31Q: 3 clusters Score -1.373895e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -13739383.000000 Penalty: 5921.962402
	Iteration 32Q: 3 clusters Score -1.373938e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118515 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -13739855.000000 Penalty: 5921.962402
	Iteration 33Q: 3 clusters Score -1.373986e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120348 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -13740381.000000 Penalty: 5921.962402
	Iteration 34Q: 3 clusters Score -1.374038e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122361 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -13740963.000000 Penalty: 5921.962402
	Iteration 35Q: 3 clusters Score -1.374096e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -13741605.000000 Penalty: 5921.962402
	Iteration 36Q: 3 clusters Score -1.37416e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126709 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -13742357.000000 Penalty: 5921.962402
	Iteration 37Q: 3 clusters Score -1.374236e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129074 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -13743148.000000 Penalty: 5921.962402
	Iteration 38Q: 3 clusters Score -1.374315e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131436 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -13743998.000000 Penalty: 5921.962402
	Iteration 39Q: 3 clusters Score -1.3744e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133873 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -13744893.000000 Penalty: 5921.962402
	Iteration 40F: 3 clusters Score -1.374489e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -13745845.000000 Penalty: 5921.962402
	Iteration 41Q: 3 clusters Score -1.374584e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138540 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -13746718.000000 Penalty: 5921.962402
	Iteration 42Q: 3 clusters Score -1.374672e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140749 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -13747766.000000 Penalty: 5921.962402
	Iteration 43Q: 3 clusters Score -1.374777e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -13748599.000000 Penalty: 5921.962402
	Iteration 44Q: 3 clusters Score -1.37486e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -13749477.000000 Penalty: 5921.962402
	Iteration 45Q: 3 clusters Score -1.374948e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146284 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -13750192.000000 Penalty: 5921.962402
	Iteration 46Q: 3 clusters Score -1.375019e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147650 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -13750769.000000 Penalty: 5921.962402
	Iteration 47Q: 3 clusters Score -1.375077e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -13751328.000000 Penalty: 5921.962402
	Iteration 48Q: 3 clusters Score -1.375133e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13751733.000000 Penalty: 5921.962402
	Iteration 49Q: 3 clusters Score -1.375173e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150198 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -13752062.000000 Penalty: 5921.962402
	Iteration 50Q: 3 clusters Score -1.375206e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150592 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13752236.000000 Penalty: 5921.962402
	Iteration 51Q: 3 clusters Score -1.375224e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150910 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13752356.000000 Penalty: 5921.962402
	Iteration 52Q: 3 clusters Score -1.375236e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -13752510.000000 Penalty: 5921.962402
	Iteration 53Q: 3 clusters Score -1.375251e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151370 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13752579.000000 Penalty: 5921.962402
	Iteration 54Q: 3 clusters Score -1.375258e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13752664.000000 Penalty: 5921.962402
	Iteration 55Q: 3 clusters Score -1.375266e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -13752741.000000 Penalty: 5921.962402
	Iteration 56Q: 3 clusters Score -1.375274e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13752790.000000 Penalty: 5921.962402
	Iteration 57Q: 3 clusters Score -1.375279e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13752835.000000 Penalty: 5921.962402
	Iteration 58Q: 3 clusters Score -1.375284e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13752858.000000 Penalty: 5921.962402
	Iteration 59Q: 3 clusters Score -1.375286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151869 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13752882.000000 Penalty: 5921.962402
	Iteration 60F: 3 clusters Score -1.375288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151907 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13752896.000000 Penalty: 5921.962402
	Iteration 61Q: 3 clusters Score -1.37529e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -13752896.000000 Penalty: 5921.962402
	Iteration 62Q: 3 clusters Score -1.37529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13752916.000000 Penalty: 5921.962402
	Iteration 63Q: 3 clusters Score -1.375292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13752930.000000 Penalty: 5921.962402
	Iteration 64Q: 3 clusters Score -1.375293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13752943.000000 Penalty: 5921.962402
	Iteration 65Q: 3 clusters Score -1.375294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151975 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13752964.000000 Penalty: 5921.962402
	Iteration 66Q: 3 clusters Score -1.375296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151980 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -13752964.000000 Penalty: 5921.962402
	Iteration 67Q: 3 clusters Score -1.375296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151990 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13752975.000000 Penalty: 5921.962402
	Iteration 68Q: 3 clusters Score -1.375298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -13752983.000000 Penalty: 5921.962402
	Iteration 69Q: 3 clusters Score -1.375298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13752992.000000 Penalty: 5921.962402
	Iteration 70Q: 3 clusters Score -1.375299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152021 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13752989.000000 Penalty: 5921.962402
	Iteration 71Q: 3 clusters Score -1.375299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13753007.000000 Penalty: 5921.962402
	Iteration 72Q: 3 clusters Score -1.375301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152041 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13752994.000000 Penalty: 5921.962402
	Iteration 73Q: 3 clusters Score -1.375299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13752976.000000 Penalty: 5921.962402
	Iteration 74Q: 3 clusters Score -1.375298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13752984.000000 Penalty: 5921.962402
	Iteration 75Q: 3 clusters Score -1.375298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13752995.000000 Penalty: 5921.962402
	Iteration 76Q: 3 clusters Score -1.3753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152076 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13753004.000000 Penalty: 5921.962402
	Iteration 77Q: 3 clusters Score -1.3753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13753005.000000 Penalty: 5921.962402
	Iteration 78Q: 3 clusters Score -1.3753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13753005.000000 Penalty: 5921.962402
	Iteration 79F: 3 clusters Score -1.3753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Entering Unmasked Estep 
Score: -1538151.875000 Penalty: 2430.953125
	Iteration 0F: 2 clusters Score -1538152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1525359.000000 Penalty: 4861.906250
	Iteration 0F: 3 clusters Score -1525359 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1529855.125000 Penalty: 4861.906250
	Iteration 1F: 3 clusters Score -1529855 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1530786.250000 Penalty: 4861.906250
	Iteration 2F: 3 clusters Score -1530786 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1531753.375000 Penalty: 4861.906250
	Iteration 3F: 3 clusters Score -1531753 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1532650.875000 Penalty: 4861.906250
	Iteration 4F: 3 clusters Score -1532651 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1533544.375000 Penalty: 4861.906250
	Iteration 5F: 3 clusters Score -1533544 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1534326.250000 Penalty: 4861.906250
	Iteration 6F: 3 clusters Score -1534326 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1534910.250000 Penalty: 4861.906250
	Iteration 7F: 3 clusters Score -1534910 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1535306.875000 Penalty: 4861.906250
	Iteration 8Q: 3 clusters Score -1535307 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1535568.375000 Penalty: 4861.906250
	Iteration 9Q: 3 clusters Score -1535568 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1535741.000000 Penalty: 4861.906250
	Iteration 10Q: 3 clusters Score -1535741 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1535865.375000 Penalty: 4861.906250
	Iteration 11Q: 3 clusters Score -1535865 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1535956.125000 Penalty: 4861.906250
	Iteration 12Q: 3 clusters Score -1535956 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1536039.250000 Penalty: 4861.906250
	Iteration 13Q: 3 clusters Score -1536039 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1536096.250000 Penalty: 4861.906250
	Iteration 14Q: 3 clusters Score -1536096 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1536160.125000 Penalty: 4861.906250
	Iteration 15Q: 3 clusters Score -1536160 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1536210.125000 Penalty: 4861.906250
	Iteration 16Q: 3 clusters Score -1536210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1536246.375000 Penalty: 4861.906250
	Iteration 17Q: 3 clusters Score -1536246 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1536286.125000 Penalty: 4861.906250
	Iteration 18Q: 3 clusters Score -1536286 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1536324.250000 Penalty: 4861.906250
	Iteration 19Q: 3 clusters Score -1536324 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1536356.250000 Penalty: 4861.906250
	Iteration 20F: 3 clusters Score -1536356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1536382.000000 Penalty: 4861.906250
	Iteration 21Q: 3 clusters Score -1536382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1536413.500000 Penalty: 4861.906250
	Iteration 22Q: 3 clusters Score -1536414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1536456.125000 Penalty: 4861.906250
	Iteration 23Q: 3 clusters Score -1536456 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1536482.500000 Penalty: 4861.906250
	Iteration 24Q: 3 clusters Score -1536482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1536517.250000 Penalty: 4861.906250
	Iteration 25Q: 3 clusters Score -1536517 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1536546.500000 Penalty: 4861.906250
	Iteration 26Q: 3 clusters Score -1536546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1536575.000000 Penalty: 4861.906250
	Iteration 27Q: 3 clusters Score -1536575 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1536598.750000 Penalty: 4861.906250
	Iteration 28Q: 3 clusters Score -1536599 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1536619.625000 Penalty: 4861.906250
	Iteration 29Q: 3 clusters Score -1536620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1536626.875000 Penalty: 4861.906250
	Iteration 30Q: 3 clusters Score -1536627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1536639.875000 Penalty: 4861.906250
	Iteration 31Q: 3 clusters Score -1536640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1536642.500000 Penalty: 4861.906250
	Iteration 32Q: 3 clusters Score -1536642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1536650.500000 Penalty: 4861.906250
	Iteration 33Q: 3 clusters Score -1536650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1536657.500000 Penalty: 4861.906250
	Iteration 34Q: 3 clusters Score -1536658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1536661.000000 Penalty: 4861.906250
	Iteration 35Q: 3 clusters Score -1536661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1536672.250000 Penalty: 4861.906250
	Iteration 36Q: 3 clusters Score -1536672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1536685.375000 Penalty: 4861.906250
	Iteration 37Q: 3 clusters Score -1536685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1536692.875000 Penalty: 4861.906250
	Iteration 38Q: 3 clusters Score -1536693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1536702.125000 Penalty: 4861.906250
	Iteration 39Q: 3 clusters Score -1536702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1536708.125000 Penalty: 4861.906250
	Iteration 40F: 3 clusters Score -1536708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1536726.500000 Penalty: 4861.906250
	Iteration 41Q: 3 clusters Score -1536726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1536728.625000 Penalty: 4861.906250
	Iteration 42Q: 3 clusters Score -1536729 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1536740.625000 Penalty: 4861.906250
	Iteration 43Q: 3 clusters Score -1536741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1536756.875000 Penalty: 4861.906250
	Iteration 44Q: 3 clusters Score -1536757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1536775.250000 Penalty: 4861.906250
	Iteration 45Q: 3 clusters Score -1536775 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1536795.000000 Penalty: 4861.906250
	Iteration 46Q: 3 clusters Score -1536795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1536811.750000 Penalty: 4861.906250
	Iteration 47Q: 3 clusters Score -1536812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1536851.875000 Penalty: 4861.906250
	Iteration 48Q: 3 clusters Score -1536852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1536891.875000 Penalty: 4861.906250
	Iteration 49Q: 3 clusters Score -1536892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1536934.250000 Penalty: 4861.906250
	Iteration 50Q: 3 clusters Score -1536934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1536979.875000 Penalty: 4861.906250
	Iteration 51Q: 3 clusters Score -1536980 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1537027.125000 Penalty: 4861.906250
	Iteration 52Q: 3 clusters Score -1537027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1537067.625000 Penalty: 4861.906250
	Iteration 53Q: 3 clusters Score -1537068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1537122.625000 Penalty: 4861.906250
	Iteration 54Q: 3 clusters Score -1537123 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1537153.500000 Penalty: 4861.906250
	Iteration 55Q: 3 clusters Score -1537154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1537185.125000 Penalty: 4861.906250
	Iteration 56Q: 3 clusters Score -1537185 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1537221.000000 Penalty: 4861.906250
	Iteration 57Q: 3 clusters Score -1537221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1537248.000000 Penalty: 4861.906250
	Iteration 58Q: 3 clusters Score -1537248 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1537276.250000 Penalty: 4861.906250
	Iteration 59Q: 3 clusters Score -1537276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1537290.750000 Penalty: 4861.906250
	Iteration 60F: 3 clusters Score -1537291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1537303.750000 Penalty: 4861.906250
	Iteration 61Q: 3 clusters Score -1537304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1537315.250000 Penalty: 4861.906250
	Iteration 62Q: 3 clusters Score -1537315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1537327.500000 Penalty: 4861.906250
	Iteration 63Q: 3 clusters Score -1537328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1537330.500000 Penalty: 4861.906250
	Iteration 64Q: 3 clusters Score -1537330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1537331.250000 Penalty: 4861.906250
	Iteration 65Q: 3 clusters Score -1537331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1537339.750000 Penalty: 4861.906250
	Iteration 66Q: 3 clusters Score -1537340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1537339.500000 Penalty: 4861.906250
	Iteration 67Q: 3 clusters Score -1537340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1537339.250000 Penalty: 4861.906250
	Iteration 68Q: 3 clusters Score -1537339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1537336.875000 Penalty: 4861.906250
	Iteration 69Q: 3 clusters Score -1537337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1537338.625000 Penalty: 4861.906250
	Iteration 70Q: 3 clusters Score -1537339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1537340.875000 Penalty: 4861.906250
	Iteration 71Q: 3 clusters Score -1537341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1537344.500000 Penalty: 4861.906250
	Iteration 72Q: 3 clusters Score -1537344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1537339.250000 Penalty: 4861.906250
	Iteration 73Q: 3 clusters Score -1537339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1537342.125000 Penalty: 4861.906250
	Iteration 74Q: 3 clusters Score -1537342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1537340.875000 Penalty: 4861.906250
	Iteration 75Q: 3 clusters Score -1537341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1537347.375000 Penalty: 4861.906250
	Iteration 76Q: 3 clusters Score -1537347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1537343.750000 Penalty: 4861.906250
	Iteration 77Q: 3 clusters Score -1537344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1537348.625000 Penalty: 4861.906250
	Iteration 78Q: 3 clusters Score -1537349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1537350.125000 Penalty: 4861.906250
	Iteration 79Q: 3 clusters Score -1537350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1537351.625000 Penalty: 4861.906250
	Iteration 80F: 3 clusters Score -1537352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1537353.000000 Penalty: 4861.906250
	Iteration 81Q: 3 clusters Score -1537353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1537356.000000 Penalty: 4861.906250
	Iteration 82Q: 3 clusters Score -1537356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1537354.375000 Penalty: 4861.906250
	Iteration 83Q: 3 clusters Score -1537354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1537354.625000 Penalty: 4861.906250
	Iteration 84Q: 3 clusters Score -1537355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1537354.875000 Penalty: 4861.906250
	Iteration 85Q: 3 clusters Score -1537355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1537354.875000 Penalty: 4861.906250
	Iteration 86F: 3 clusters Score -1537355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Entering Unmasked Estep 
Score: -2389437.250000 Penalty: 2525.452393
	Iteration 0F: 2 clusters Score -2389437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2371170.500000 Penalty: 5050.904785
	Iteration 0F: 3 clusters Score -2371170 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2377419.750000 Penalty: 5050.904785
	Iteration 1F: 3 clusters Score -2377420 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2377880.250000 Penalty: 5050.904785
	Iteration 2Q: 3 clusters Score -2377880 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2378398.000000 Penalty: 5050.904785
	Iteration 3Q: 3 clusters Score -2378398 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2379007.750000 Penalty: 5050.904785
	Iteration 4Q: 3 clusters Score -2379008 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2379798.500000 Penalty: 5050.904785
	Iteration 5F: 3 clusters Score -2379798 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2380929.750000 Penalty: 5050.904785
	Iteration 6F: 3 clusters Score -2380930 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2382441.000000 Penalty: 5050.904785
	Iteration 7F: 3 clusters Score -2382441 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2384098.250000 Penalty: 5050.904785
	Iteration 8F: 3 clusters Score -2384098 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2385562.250000 Penalty: 5050.904785
	Iteration 9F: 3 clusters Score -2385562 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2386453.000000 Penalty: 5050.904785
	Iteration 10Q: 3 clusters Score -2386453 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2386949.000000 Penalty: 5050.904785
	Iteration 11Q: 3 clusters Score -2386949 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2387213.000000 Penalty: 5050.904785
	Iteration 12Q: 3 clusters Score -2387213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2387359.500000 Penalty: 5050.904785
	Iteration 13Q: 3 clusters Score -2387360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2387498.250000 Penalty: 5050.904785
	Iteration 14Q: 3 clusters Score -2387498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2387561.500000 Penalty: 5050.904785
	Iteration 15Q: 3 clusters Score -2387562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2387592.750000 Penalty: 5050.904785
	Iteration 16Q: 3 clusters Score -2387593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2387617.750000 Penalty: 5050.904785
	Iteration 17Q: 3 clusters Score -2387618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2387634.250000 Penalty: 5050.904785
	Iteration 18Q: 3 clusters Score -2387634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2387633.750000 Penalty: 5050.904785
	Iteration 19Q: 3 clusters Score -2387634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2387641.000000 Penalty: 5050.904785
	Iteration 20F: 3 clusters Score -2387641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2387646.500000 Penalty: 5050.904785
	Iteration 21Q: 3 clusters Score -2387646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2387650.000000 Penalty: 5050.904785
	Iteration 22Q: 3 clusters Score -2387650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2387651.250000 Penalty: 5050.904785
	Iteration 23Q: 3 clusters Score -2387651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2387652.500000 Penalty: 5050.904785
	Iteration 24Q: 3 clusters Score -2387652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2387660.000000 Penalty: 5050.904785
	Iteration 25Q: 3 clusters Score -2387660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2387658.500000 Penalty: 5050.904785
	Iteration 26Q: 3 clusters Score -2387658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2387667.750000 Penalty: 5050.904785
	Iteration 27Q: 3 clusters Score -2387668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2387673.500000 Penalty: 5050.904785
	Iteration 28Q: 3 clusters Score -2387674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2387683.000000 Penalty: 5050.904785
	Iteration 29Q: 3 clusters Score -2387683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2387684.000000 Penalty: 5050.904785
	Iteration 30Q: 3 clusters Score -2387684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2387685.250000 Penalty: 5050.904785
	Iteration 31Q: 3 clusters Score -2387685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2387685.250000 Penalty: 5050.904785
	Iteration 32F: 3 clusters Score -2387685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Entering Unmasked Estep 
Score: -349183.468750 Penalty: 2068.906006
	Iteration 0F: 2 clusters Score -349183.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -345172.781250 Penalty: 4137.812012
	Iteration 0F: 3 clusters Score -345172.8 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -346117.156250 Penalty: 4137.812012
	Iteration 1F: 3 clusters Score -346117.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -346310.250000 Penalty: 4137.812012
	Iteration 2F: 3 clusters Score -346310.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -346463.125000 Penalty: 4137.812012
	Iteration 3F: 3 clusters Score -346463.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -346621.781250 Penalty: 4137.812012
	Iteration 4Q: 3 clusters Score -346621.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -346806.000000 Penalty: 4137.812012
	Iteration 5Q: 3 clusters Score -346806 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -346997.781250 Penalty: 4137.812012
	Iteration 6Q: 3 clusters Score -346997.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -347220.031250 Penalty: 4137.812012
	Iteration 7Q: 3 clusters Score -347220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -347439.593750 Penalty: 4137.812012
	Iteration 8Q: 3 clusters Score -347439.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -347636.343750 Penalty: 4137.812012
	Iteration 9Q: 3 clusters Score -347636.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -347769.156250 Penalty: 4137.812012
	Iteration 10Q: 3 clusters Score -347769.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -347856.500000 Penalty: 4137.812012
	Iteration 11Q: 3 clusters Score -347856.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -347920.156250 Penalty: 4137.812012
	Iteration 12Q: 3 clusters Score -347920.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -347970.125000 Penalty: 4137.812012
	Iteration 13Q: 3 clusters Score -347970.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -348026.000000 Penalty: 4137.812012
	Iteration 14Q: 3 clusters Score -348026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -348069.812500 Penalty: 4137.812012
	Iteration 15Q: 3 clusters Score -348069.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -348114.031250 Penalty: 4137.812012
	Iteration 16Q: 3 clusters Score -348114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -348155.218750 Penalty: 4137.812012
	Iteration 17Q: 3 clusters Score -348155.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -348192.843750 Penalty: 4137.812012
	Iteration 18Q: 3 clusters Score -348192.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -348246.062500 Penalty: 4137.812012
	Iteration 19Q: 3 clusters Score -348246.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -348302.125000 Penalty: 4137.812012
	Iteration 20F: 3 clusters Score -348302.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348334.031250 Penalty: 4137.812012
	Iteration 21Q: 3 clusters Score -348334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -348362.125000 Penalty: 4137.812012
	Iteration 22Q: 3 clusters Score -348362.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -348398.187500 Penalty: 4137.812012
	Iteration 23Q: 3 clusters Score -348398.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -348457.750000 Penalty: 4137.812012
	Iteration 24Q: 3 clusters Score -348457.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -348565.656250 Penalty: 4137.812012
	Iteration 25Q: 3 clusters Score -348565.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -348652.656250 Penalty: 4137.812012
	Iteration 26Q: 3 clusters Score -348652.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -348681.187500 Penalty: 4137.812012
	Iteration 27Q: 3 clusters Score -348681.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -348693.406250 Penalty: 4137.812012
	Iteration 28Q: 3 clusters Score -348693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -348701.000000 Penalty: 4137.812012
	Iteration 29Q: 3 clusters Score -348701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -348702.500000 Penalty: 4137.812012
	Iteration 30Q: 3 clusters Score -348702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -348703.312500 Penalty: 4137.812012
	Iteration 31Q: 3 clusters Score -348703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -348704.281250 Penalty: 4137.812012
	Iteration 32F: 3 clusters Score -348704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -348705.718750 Penalty: 4137.812012
	Iteration 33Q: 3 clusters Score -348705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -348705.250000 Penalty: 4137.812012
	Iteration 34Q: 3 clusters Score -348705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -348705.250000 Penalty: 4137.812012
	Iteration 35F: 3 clusters Score -348705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Entering Unmasked Estep 
Score: -2190429.750000 Penalty: 2518.146973
	Iteration 0F: 2 clusters Score -2190430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2172672.000000 Penalty: 5036.293945
	Iteration 0F: 3 clusters Score -2172672 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2179066.000000 Penalty: 5036.293945
	Iteration 1F: 3 clusters Score -2179066 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2179598.250000 Penalty: 5036.293945
	Iteration 2F: 3 clusters Score -2179598 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2180171.500000 Penalty: 5036.293945
	Iteration 3Q: 3 clusters Score -2180172 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2180822.000000 Penalty: 5036.293945
	Iteration 4Q: 3 clusters Score -2180822 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2181688.000000 Penalty: 5036.293945
	Iteration 5Q: 3 clusters Score -2181688 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2182718.750000 Penalty: 5036.293945
	Iteration 6F: 3 clusters Score -2182719 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2183882.000000 Penalty: 5036.293945
	Iteration 7F: 3 clusters Score -2183882 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2185007.000000 Penalty: 5036.293945
	Iteration 8F: 3 clusters Score -2185007 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2185880.000000 Penalty: 5036.293945
	Iteration 9Q: 3 clusters Score -2185880 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2186506.250000 Penalty: 5036.293945
	Iteration 10Q: 3 clusters Score -2186506 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2186968.500000 Penalty: 5036.293945
	Iteration 11Q: 3 clusters Score -2186968 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2187319.500000 Penalty: 5036.293945
	Iteration 12Q: 3 clusters Score -2187320 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2187575.250000 Penalty: 5036.293945
	Iteration 13Q: 3 clusters Score -2187575 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2187750.500000 Penalty: 5036.293945
	Iteration 14Q: 3 clusters Score -2187750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2187864.750000 Penalty: 5036.293945
	Iteration 15Q: 3 clusters Score -2187865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2187935.000000 Penalty: 5036.293945
	Iteration 16Q: 3 clusters Score -2187935 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2187984.750000 Penalty: 5036.293945
	Iteration 17Q: 3 clusters Score -2187985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2188033.250000 Penalty: 5036.293945
	Iteration 18Q: 3 clusters Score -2188033 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2188073.000000 Penalty: 5036.293945
	Iteration 19Q: 3 clusters Score -2188073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2188117.500000 Penalty: 5036.293945
	Iteration 20F: 3 clusters Score -2188118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2188150.750000 Penalty: 5036.293945
	Iteration 21Q: 3 clusters Score -2188151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2188182.000000 Penalty: 5036.293945
	Iteration 22Q: 3 clusters Score -2188182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2188208.000000 Penalty: 5036.293945
	Iteration 23Q: 3 clusters Score -2188208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2188226.000000 Penalty: 5036.293945
	Iteration 24Q: 3 clusters Score -2188226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -2188244.000000 Penalty: 5036.293945
	Iteration 25Q: 3 clusters Score -2188244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2188263.500000 Penalty: 5036.293945
	Iteration 26Q: 3 clusters Score -2188264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -2188281.000000 Penalty: 5036.293945
	Iteration 27Q: 3 clusters Score -2188281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -2188301.750000 Penalty: 5036.293945
	Iteration 28Q: 3 clusters Score -2188302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2188301.750000 Penalty: 5036.293945
	Iteration 29Q: 3 clusters Score -2188302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2188309.750000 Penalty: 5036.293945
	Iteration 30Q: 3 clusters Score -2188310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2188314.000000 Penalty: 5036.293945
	Iteration 31Q: 3 clusters Score -2188314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2188318.000000 Penalty: 5036.293945
	Iteration 32Q: 3 clusters Score -2188318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2188321.500000 Penalty: 5036.293945
	Iteration 33Q: 3 clusters Score -2188322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2188328.250000 Penalty: 5036.293945
	Iteration 34Q: 3 clusters Score -2188328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2188328.750000 Penalty: 5036.293945
	Iteration 35Q: 3 clusters Score -2188329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -2188330.500000 Penalty: 5036.293945
	Iteration 36Q: 3 clusters Score -2188330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2188332.750000 Penalty: 5036.293945
	Iteration 37Q: 3 clusters Score -2188333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2188335.250000 Penalty: 5036.293945
	Iteration 38Q: 3 clusters Score -2188335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2188337.000000 Penalty: 5036.293945
	Iteration 39Q: 3 clusters Score -2188337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2188341.250000 Penalty: 5036.293945
	Iteration 40F: 3 clusters Score -2188341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2188348.500000 Penalty: 5036.293945
	Iteration 41Q: 3 clusters Score -2188348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2188355.750000 Penalty: 5036.293945
	Iteration 42Q: 3 clusters Score -2188356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -2188364.750000 Penalty: 5036.293945
	Iteration 43Q: 3 clusters Score -2188365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2188370.750000 Penalty: 5036.293945
	Iteration 44Q: 3 clusters Score -2188371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2188374.500000 Penalty: 5036.293945
	Iteration 45Q: 3 clusters Score -2188374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2188375.500000 Penalty: 5036.293945
	Iteration 46Q: 3 clusters Score -2188376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2188378.250000 Penalty: 5036.293945
	Iteration 47Q: 3 clusters Score -2188378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2188384.500000 Penalty: 5036.293945
	Iteration 48Q: 3 clusters Score -2188384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2188390.250000 Penalty: 5036.293945
	Iteration 49Q: 3 clusters Score -2188390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2188399.250000 Penalty: 5036.293945
	Iteration 50Q: 3 clusters Score -2188399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2188409.500000 Penalty: 5036.293945
	Iteration 51Q: 3 clusters Score -2188410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2188411.750000 Penalty: 5036.293945
	Iteration 52Q: 3 clusters Score -2188412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2188411.250000 Penalty: 5036.293945
	Iteration 53Q: 3 clusters Score -2188411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2188411.250000 Penalty: 5036.293945
	Iteration 54Q: 3 clusters Score -2188411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2188414.250000 Penalty: 5036.293945
	Iteration 55Q: 3 clusters Score -2188414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2188416.250000 Penalty: 5036.293945
	Iteration 56Q: 3 clusters Score -2188416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2188417.250000 Penalty: 5036.293945
	Iteration 57Q: 3 clusters Score -2188417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2188417.250000 Penalty: 5036.293945
	Iteration 58F: 3 clusters Score -2188417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Entering Unmasked Estep 
Score: -5724042.500000 Penalty: 2743.111816
	Iteration 0F: 2 clusters Score -5724042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -5681377.500000 Penalty: 5486.223633
	Iteration 0F: 3 clusters Score -5681378 nChanged 29421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5698207.500000 Penalty: 5486.223633
	Iteration 1F: 3 clusters Score -5698208 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5699550.000000 Penalty: 5486.223633
	Iteration 2Q: 3 clusters Score -5699550 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -5701686.500000 Penalty: 5486.223633
	Iteration 3F: 3 clusters Score -5701686 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5705043.000000 Penalty: 5486.223633
	Iteration 4F: 3 clusters Score -5705043 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5709514.000000 Penalty: 5486.223633
	Iteration 5F: 3 clusters Score -5709514 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -5714231.500000 Penalty: 5486.223633
	Iteration 6F: 3 clusters Score -5714232 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5717837.000000 Penalty: 5486.223633
	Iteration 7F: 3 clusters Score -5717837 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5719913.500000 Penalty: 5486.223633
	Iteration 8Q: 3 clusters Score -5719914 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5721117.500000 Penalty: 5486.223633
	Iteration 9Q: 3 clusters Score -5721118 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5721718.500000 Penalty: 5486.223633
	Iteration 10Q: 3 clusters Score -5721718 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5722100.000000 Penalty: 5486.223633
	Iteration 11Q: 3 clusters Score -5722100 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5722315.500000 Penalty: 5486.223633
	Iteration 12Q: 3 clusters Score -5722316 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5722443.000000 Penalty: 5486.223633
	Iteration 13Q: 3 clusters Score -5722443 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5722544.000000 Penalty: 5486.223633
	Iteration 14Q: 3 clusters Score -5722544 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5722612.500000 Penalty: 5486.223633
	Iteration 15Q: 3 clusters Score -5722612 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5722681.500000 Penalty: 5486.223633
	Iteration 16Q: 3 clusters Score -5722682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5722722.500000 Penalty: 5486.223633
	Iteration 17Q: 3 clusters Score -5722722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5722723.500000 Penalty: 5486.223633
	Iteration 18Q: 3 clusters Score -5722724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5722752.000000 Penalty: 5486.223633
	Iteration 19Q: 3 clusters Score -5722752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5722768.000000 Penalty: 5486.223633
	Iteration 20F: 3 clusters Score -5722768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5722793.500000 Penalty: 5486.223633
	Iteration 21Q: 3 clusters Score -5722794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5722799.000000 Penalty: 5486.223633
	Iteration 22Q: 3 clusters Score -5722799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5722819.000000 Penalty: 5486.223633
	Iteration 23Q: 3 clusters Score -5722819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5722818.500000 Penalty: 5486.223633
	Iteration 24Q: 3 clusters Score -5722818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5722822.500000 Penalty: 5486.223633
	Iteration 25Q: 3 clusters Score -5722822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5722819.000000 Penalty: 5486.223633
	Iteration 26Q: 3 clusters Score -5722819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5722833.000000 Penalty: 5486.223633
	Iteration 27Q: 3 clusters Score -5722833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5722840.000000 Penalty: 5486.223633
	Iteration 28Q: 3 clusters Score -5722840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5722838.500000 Penalty: 5486.223633
	Iteration 29Q: 3 clusters Score -5722838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5722843.500000 Penalty: 5486.223633
	Iteration 30Q: 3 clusters Score -5722844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5722837.500000 Penalty: 5486.223633
	Iteration 31Q: 3 clusters Score -5722838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5722844.000000 Penalty: 5486.223633
	Iteration 32Q: 3 clusters Score -5722844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5722847.000000 Penalty: 5486.223633
	Iteration 33Q: 3 clusters Score -5722847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5722844.500000 Penalty: 5486.223633
	Iteration 34Q: 3 clusters Score -5722844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5722844.500000 Penalty: 5486.223633
	Iteration 35F: 3 clusters Score -5722844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -650077.375000 Penalty: 2219.796387
	Iteration 0F: 2 clusters Score -650077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -643814.500000 Penalty: 4439.592773
	Iteration 0F: 3 clusters Score -643814.5 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -645523.937500 Penalty: 4439.592773
	Iteration 1F: 3 clusters Score -645523.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -645799.562500 Penalty: 4439.592773
	Iteration 2F: 3 clusters Score -645799.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -646024.187500 Penalty: 4439.592773
	Iteration 3F: 3 clusters Score -646024.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -646241.000000 Penalty: 4439.592773
	Iteration 4Q: 3 clusters Score -646241 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -646518.250000 Penalty: 4439.592773
	Iteration 5Q: 3 clusters Score -646518.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -646852.687500 Penalty: 4439.592773
	Iteration 6F: 3 clusters Score -646852.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -647216.562500 Penalty: 4439.592773
	Iteration 7F: 3 clusters Score -647216.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -647577.125000 Penalty: 4439.592773
	Iteration 8F: 3 clusters Score -647577.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -647893.375000 Penalty: 4439.592773
	Iteration 9Q: 3 clusters Score -647893.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -648243.875000 Penalty: 4439.592773
	Iteration 10F: 3 clusters Score -648243.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -648516.375000 Penalty: 4439.592773
	Iteration 11Q: 3 clusters Score -648516.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -648688.437500 Penalty: 4439.592773
	Iteration 12Q: 3 clusters Score -648688.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -648810.437500 Penalty: 4439.592773
	Iteration 13Q: 3 clusters Score -648810.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -648889.250000 Penalty: 4439.592773
	Iteration 14Q: 3 clusters Score -648889.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -648935.562500 Penalty: 4439.592773
	Iteration 15Q: 3 clusters Score -648935.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -648964.437500 Penalty: 4439.592773
	Iteration 16Q: 3 clusters Score -648964.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -648991.562500 Penalty: 4439.592773
	Iteration 17Q: 3 clusters Score -648991.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -649016.187500 Penalty: 4439.592773
	Iteration 18Q: 3 clusters Score -649016.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -649031.812500 Penalty: 4439.592773
	Iteration 19Q: 3 clusters Score -649031.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -649041.437500 Penalty: 4439.592773
	Iteration 20F: 3 clusters Score -649041.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -649045.250000 Penalty: 4439.592773
	Iteration 21Q: 3 clusters Score -649045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -649047.125000 Penalty: 4439.592773
	Iteration 22Q: 3 clusters Score -649047.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -649051.125000 Penalty: 4439.592773
	Iteration 23Q: 3 clusters Score -649051.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -649053.312500 Penalty: 4439.592773
	Iteration 24Q: 3 clusters Score -649053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -649053.500000 Penalty: 4439.592773
	Iteration 25Q: 3 clusters Score -649053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -649053.125000 Penalty: 4439.592773
	Iteration 26Q: 3 clusters Score -649053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -649053.125000 Penalty: 4439.592773
	Iteration 27F: 3 clusters Score -649053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Entering Unmasked Estep 
Score: -1999512.000000 Penalty: 2498.108643
	Iteration 0F: 2 clusters Score -1999512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1983044.375000 Penalty: 4996.217285
	Iteration 0F: 3 clusters Score -1983044 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1988993.000000 Penalty: 4996.217285
	Iteration 1F: 3 clusters Score -1988993 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1989916.250000 Penalty: 4996.217285
	Iteration 2F: 3 clusters Score -1989916 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1991268.750000 Penalty: 4996.217285
	Iteration 3F: 3 clusters Score -1991269 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1992994.875000 Penalty: 4996.217285
	Iteration 4F: 3 clusters Score -1992995 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1994701.250000 Penalty: 4996.217285
	Iteration 5F: 3 clusters Score -1994701 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1996047.000000 Penalty: 4996.217285
	Iteration 6F: 3 clusters Score -1996047 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1996987.875000 Penalty: 4996.217285
	Iteration 7F: 3 clusters Score -1996988 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1997875.125000 Penalty: 4996.217285
	Iteration 8Q: 3 clusters Score -1997875 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1998727.000000 Penalty: 4996.217285
	Iteration 9Q: 3 clusters Score -1998727 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1999336.375000 Penalty: 4996.217285
	Iteration 10Q: 3 clusters Score -1999336 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1999667.250000 Penalty: 4996.217285
	Iteration 11Q: 3 clusters Score -1999667 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1999805.125000 Penalty: 4996.217285
	Iteration 12Q: 3 clusters Score -1999805 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1999862.000000 Penalty: 4996.217285
	Iteration 13Q: 3 clusters Score -1999862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1999887.500000 Penalty: 4996.217285
	Iteration 14Q: 3 clusters Score -1999888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1999928.125000 Penalty: 4996.217285
	Iteration 15Q: 3 clusters Score -1999928 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1999954.375000 Penalty: 4996.217285
	Iteration 16Q: 3 clusters Score -1999954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1999977.250000 Penalty: 4996.217285
	Iteration 17Q: 3 clusters Score -1999977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1999990.375000 Penalty: 4996.217285
	Iteration 18Q: 3 clusters Score -1999990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2000003.500000 Penalty: 4996.217285
	Iteration 19Q: 3 clusters Score -2000004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2000010.250000 Penalty: 4996.217285
	Iteration 20F: 3 clusters Score -2000010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2000019.000000 Penalty: 4996.217285
	Iteration 21Q: 3 clusters Score -2000019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2000022.750000 Penalty: 4996.217285
	Iteration 22Q: 3 clusters Score -2000023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2000024.250000 Penalty: 4996.217285
	Iteration 23Q: 3 clusters Score -2000024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2000029.750000 Penalty: 4996.217285
	Iteration 24Q: 3 clusters Score -2000030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2000033.875000 Penalty: 4996.217285
	Iteration 25Q: 3 clusters Score -2000034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2000038.125000 Penalty: 4996.217285
	Iteration 26Q: 3 clusters Score -2000038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2000043.750000 Penalty: 4996.217285
	Iteration 27Q: 3 clusters Score -2000044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2000041.750000 Penalty: 4996.217285
	Iteration 28Q: 3 clusters Score -2000042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2000051.375000 Penalty: 4996.217285
	Iteration 29Q: 3 clusters Score -2000051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2000053.625000 Penalty: 4996.217285
	Iteration 30Q: 3 clusters Score -2000054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2000058.000000 Penalty: 4996.217285
	Iteration 31Q: 3 clusters Score -2000058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2000061.500000 Penalty: 4996.217285
	Iteration 32Q: 3 clusters Score -2000062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2000058.250000 Penalty: 4996.217285
	Iteration 33Q: 3 clusters Score -2000058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2000052.125000 Penalty: 4996.217285
	Iteration 34Q: 3 clusters Score -2000052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2000057.375000 Penalty: 4996.217285
	Iteration 35Q: 3 clusters Score -2000057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2000054.875000 Penalty: 4996.217285
	Iteration 36Q: 3 clusters Score -2000055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2000056.750000 Penalty: 4996.217285
	Iteration 37Q: 3 clusters Score -2000057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2000059.875000 Penalty: 4996.217285
	Iteration 38Q: 3 clusters Score -2000060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2000062.625000 Penalty: 4996.217285
	Iteration 39Q: 3 clusters Score -2000063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2000065.375000 Penalty: 4996.217285
	Iteration 40F: 3 clusters Score -2000065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2000071.750000 Penalty: 4996.217285
	Iteration 41Q: 3 clusters Score -2000072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2000069.750000 Penalty: 4996.217285
	Iteration 42Q: 3 clusters Score -2000070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2000069.500000 Penalty: 4996.217285
	Iteration 43Q: 3 clusters Score -2000070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2000073.375000 Penalty: 4996.217285
	Iteration 44Q: 3 clusters Score -2000073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2000072.000000 Penalty: 4996.217285
	Iteration 45Q: 3 clusters Score -2000072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2000070.500000 Penalty: 4996.217285
	Iteration 46Q: 3 clusters Score -2000070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2000071.875000 Penalty: 4996.217285
	Iteration 47Q: 3 clusters Score -2000072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2000072.000000 Penalty: 4996.217285
	Iteration 48Q: 3 clusters Score -2000072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2000075.000000 Penalty: 4996.217285
	Iteration 49Q: 3 clusters Score -2000075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2000072.500000 Penalty: 4996.217285
	Iteration 50Q: 3 clusters Score -2000072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2000073.000000 Penalty: 4996.217285
	Iteration 51Q: 3 clusters Score -2000073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2000071.000000 Penalty: 4996.217285
	Iteration 52Q: 3 clusters Score -2000071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2000072.125000 Penalty: 4996.217285
	Iteration 53Q: 3 clusters Score -2000072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2000073.000000 Penalty: 4996.217285
	Iteration 54Q: 3 clusters Score -2000073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2000076.250000 Penalty: 4996.217285
	Iteration 55Q: 3 clusters Score -2000076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2000075.125000 Penalty: 4996.217285
	Iteration 56Q: 3 clusters Score -2000075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2000073.750000 Penalty: 4996.217285
	Iteration 57Q: 3 clusters Score -2000074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2000073.750000 Penalty: 4996.217285
	Iteration 58F: 3 clusters Score -2000074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 398311 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188461 members 
Mstep: Class 6 contains 389607 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153191 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 58049 members 
Mstep: Class 24 contains 37779 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 22980 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 17840 members 
Entering Unmasked Estep 
Score: -146461776.000000 Penalty: 99641.851562
Splitting cluster 22 changes total score from -146462128.000000 to -146461776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (58049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Entering Unmasked Estep 
Score: -5236976.500000 Penalty: 2720.322510
	Iteration 0F: 2 clusters Score -5236976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5198109.000000 Penalty: 5440.645020
	Iteration 0F: 3 clusters Score -5198109 nChanged 26823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5212886.000000 Penalty: 5440.645020
	Iteration 1F: 3 clusters Score -5212886 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -5213519.500000 Penalty: 5440.645020
	Iteration 2Q: 3 clusters Score -5213520 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5214050.500000 Penalty: 5440.645020
	Iteration 3Q: 3 clusters Score -5214050 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5214683.000000 Penalty: 5440.645020
	Iteration 4Q: 3 clusters Score -5214683 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -5215516.500000 Penalty: 5440.645020
	Iteration 5Q: 3 clusters Score -5215516 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5216636.000000 Penalty: 5440.645020
	Iteration 6Q: 3 clusters Score -5216636 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5218291.000000 Penalty: 5440.645020
	Iteration 7F: 3 clusters Score -5218291 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5220568.000000 Penalty: 5440.645020
	Iteration 8F: 3 clusters Score -5220568 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5223445.000000 Penalty: 5440.645020
	Iteration 9F: 3 clusters Score -5223445 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -5226219.500000 Penalty: 5440.645020
	Iteration 10F: 3 clusters Score -5226220 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5228675.500000 Penalty: 5440.645020
	Iteration 11F: 3 clusters Score -5228676 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5230465.500000 Penalty: 5440.645020
	Iteration 12Q: 3 clusters Score -5230466 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -5231646.500000 Penalty: 5440.645020
	Iteration 13Q: 3 clusters Score -5231646 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5232443.500000 Penalty: 5440.645020
	Iteration 14Q: 3 clusters Score -5232444 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -5232982.500000 Penalty: 5440.645020
	Iteration 15Q: 3 clusters Score -5232982 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -5233377.000000 Penalty: 5440.645020
	Iteration 16Q: 3 clusters Score -5233377 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5233662.000000 Penalty: 5440.645020
	Iteration 17Q: 3 clusters Score -5233662 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5233909.000000 Penalty: 5440.645020
	Iteration 18Q: 3 clusters Score -5233909 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5234056.500000 Penalty: 5440.645020
	Iteration 19Q: 3 clusters Score -5234056 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5234136.500000 Penalty: 5440.645020
	Iteration 20F: 3 clusters Score -5234136 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5234208.500000 Penalty: 5440.645020
	Iteration 21Q: 3 clusters Score -5234208 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5234277.500000 Penalty: 5440.645020
	Iteration 22Q: 3 clusters Score -5234278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5234317.500000 Penalty: 5440.645020
	Iteration 23Q: 3 clusters Score -5234318 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5234363.000000 Penalty: 5440.645020
	Iteration 24Q: 3 clusters Score -5234363 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5234395.000000 Penalty: 5440.645020
	Iteration 25Q: 3 clusters Score -5234395 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5234445.000000 Penalty: 5440.645020
	Iteration 26Q: 3 clusters Score -5234445 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5234466.000000 Penalty: 5440.645020
	Iteration 27Q: 3 clusters Score -5234466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5234474.000000 Penalty: 5440.645020
	Iteration 28Q: 3 clusters Score -5234474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5234496.000000 Penalty: 5440.645020
	Iteration 29Q: 3 clusters Score -5234496 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5234511.500000 Penalty: 5440.645020
	Iteration 30Q: 3 clusters Score -5234512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5234544.000000 Penalty: 5440.645020
	Iteration 31Q: 3 clusters Score -5234544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5234560.000000 Penalty: 5440.645020
	Iteration 32Q: 3 clusters Score -5234560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5234589.000000 Penalty: 5440.645020
	Iteration 33Q: 3 clusters Score -5234589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5234602.500000 Penalty: 5440.645020
	Iteration 34Q: 3 clusters Score -5234602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5234623.500000 Penalty: 5440.645020
	Iteration 35Q: 3 clusters Score -5234624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5234630.500000 Penalty: 5440.645020
	Iteration 36Q: 3 clusters Score -5234630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5234639.000000 Penalty: 5440.645020
	Iteration 37Q: 3 clusters Score -5234639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5234664.000000 Penalty: 5440.645020
	Iteration 38Q: 3 clusters Score -5234664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5234673.000000 Penalty: 5440.645020
	Iteration 39Q: 3 clusters Score -5234673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5234671.000000 Penalty: 5440.645020
	Iteration 40F: 3 clusters Score -5234671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5234704.000000 Penalty: 5440.645020
	Iteration 41Q: 3 clusters Score -5234704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5234723.500000 Penalty: 5440.645020
	Iteration 42Q: 3 clusters Score -5234724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5234736.500000 Penalty: 5440.645020
	Iteration 43Q: 3 clusters Score -5234736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5234747.000000 Penalty: 5440.645020
	Iteration 44Q: 3 clusters Score -5234747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5234773.000000 Penalty: 5440.645020
	Iteration 45Q: 3 clusters Score -5234773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5234786.000000 Penalty: 5440.645020
	Iteration 46Q: 3 clusters Score -5234786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5234791.500000 Penalty: 5440.645020
	Iteration 47Q: 3 clusters Score -5234792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5234812.500000 Penalty: 5440.645020
	Iteration 48Q: 3 clusters Score -5234812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5234827.000000 Penalty: 5440.645020
	Iteration 49Q: 3 clusters Score -5234827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5234823.500000 Penalty: 5440.645020
	Iteration 50Q: 3 clusters Score -5234824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5234851.000000 Penalty: 5440.645020
	Iteration 51Q: 3 clusters Score -5234851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5234858.500000 Penalty: 5440.645020
	Iteration 52Q: 3 clusters Score -5234858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5234876.000000 Penalty: 5440.645020
	Iteration 53Q: 3 clusters Score -5234876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5234887.000000 Penalty: 5440.645020
	Iteration 54Q: 3 clusters Score -5234887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5234899.500000 Penalty: 5440.645020
	Iteration 55Q: 3 clusters Score -5234900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5234905.500000 Penalty: 5440.645020
	Iteration 56Q: 3 clusters Score -5234906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5234921.000000 Penalty: 5440.645020
	Iteration 57Q: 3 clusters Score -5234921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5234931.000000 Penalty: 5440.645020
	Iteration 58Q: 3 clusters Score -5234931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5234940.500000 Penalty: 5440.645020
	Iteration 59Q: 3 clusters Score -5234940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5234951.500000 Penalty: 5440.645020
	Iteration 60F: 3 clusters Score -5234952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5234952.500000 Penalty: 5440.645020
	Iteration 61Q: 3 clusters Score -5234952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5234960.500000 Penalty: 5440.645020
	Iteration 62Q: 3 clusters Score -5234960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5234958.000000 Penalty: 5440.645020
	Iteration 63Q: 3 clusters Score -5234958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5234957.000000 Penalty: 5440.645020
	Iteration 64Q: 3 clusters Score -5234957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5234958.500000 Penalty: 5440.645020
	Iteration 65Q: 3 clusters Score -5234958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5234959.000000 Penalty: 5440.645020
	Iteration 66Q: 3 clusters Score -5234959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5234965.500000 Penalty: 5440.645020
	Iteration 67Q: 3 clusters Score -5234966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5234964.000000 Penalty: 5440.645020
	Iteration 68Q: 3 clusters Score -5234964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5234963.000000 Penalty: 5440.645020
	Iteration 69Q: 3 clusters Score -5234963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5234969.000000 Penalty: 5440.645020
	Iteration 70Q: 3 clusters Score -5234969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5234974.500000 Penalty: 5440.645020
	Iteration 71Q: 3 clusters Score -5234974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5234975.000000 Penalty: 5440.645020
	Iteration 72Q: 3 clusters Score -5234975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5234971.500000 Penalty: 5440.645020
	Iteration 73Q: 3 clusters Score -5234972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5234972.000000 Penalty: 5440.645020
	Iteration 74Q: 3 clusters Score -5234972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5234972.000000 Penalty: 5440.645020
	Iteration 75F: 3 clusters Score -5234972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Entering Unmasked Estep 
Score: -3262783.000000 Penalty: 2613.798096
	Iteration 0F: 2 clusters Score -3262783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3237181.000000 Penalty: 5227.596191
	Iteration 0F: 3 clusters Score -3237181 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3247305.000000 Penalty: 5227.596191
	Iteration 1F: 3 clusters Score -3247305 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3248483.000000 Penalty: 5227.596191
	Iteration 2F: 3 clusters Score -3248483 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3250027.500000 Penalty: 5227.596191
	Iteration 3F: 3 clusters Score -3250028 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3251796.250000 Penalty: 5227.596191
	Iteration 4F: 3 clusters Score -3251796 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3253533.250000 Penalty: 5227.596191
	Iteration 5F: 3 clusters Score -3253533 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3254799.000000 Penalty: 5227.596191
	Iteration 6F: 3 clusters Score -3254799 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3255614.000000 Penalty: 5227.596191
	Iteration 7Q: 3 clusters Score -3255614 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3256138.500000 Penalty: 5227.596191
	Iteration 8Q: 3 clusters Score -3256138 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3256484.000000 Penalty: 5227.596191
	Iteration 9Q: 3 clusters Score -3256484 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3256770.250000 Penalty: 5227.596191
	Iteration 10Q: 3 clusters Score -3256770 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3257049.500000 Penalty: 5227.596191
	Iteration 11Q: 3 clusters Score -3257050 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3257361.250000 Penalty: 5227.596191
	Iteration 12Q: 3 clusters Score -3257361 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3257784.750000 Penalty: 5227.596191
	Iteration 13Q: 3 clusters Score -3257785 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3258325.500000 Penalty: 5227.596191
	Iteration 14Q: 3 clusters Score -3258326 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3258987.500000 Penalty: 5227.596191
	Iteration 15Q: 3 clusters Score -3258988 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -3259528.250000 Penalty: 5227.596191
	Iteration 16Q: 3 clusters Score -3259528 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -3259924.750000 Penalty: 5227.596191
	Iteration 17Q: 3 clusters Score -3259925 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -3260183.000000 Penalty: 5227.596191
	Iteration 18Q: 3 clusters Score -3260183 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -3260379.250000 Penalty: 5227.596191
	Iteration 19Q: 3 clusters Score -3260379 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -3260528.750000 Penalty: 5227.596191
	Iteration 20F: 3 clusters Score -3260529 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -3260638.500000 Penalty: 5227.596191
	Iteration 21Q: 3 clusters Score -3260638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -3260731.000000 Penalty: 5227.596191
	Iteration 22Q: 3 clusters Score -3260731 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -3260818.500000 Penalty: 5227.596191
	Iteration 23Q: 3 clusters Score -3260818 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -3260868.250000 Penalty: 5227.596191
	Iteration 24Q: 3 clusters Score -3260868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -3260920.500000 Penalty: 5227.596191
	Iteration 25Q: 3 clusters Score -3260920 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -3260962.500000 Penalty: 5227.596191
	Iteration 26Q: 3 clusters Score -3260962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -3260993.500000 Penalty: 5227.596191
	Iteration 27Q: 3 clusters Score -3260994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -3261018.000000 Penalty: 5227.596191
	Iteration 28Q: 3 clusters Score -3261018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3261030.250000 Penalty: 5227.596191
	Iteration 29Q: 3 clusters Score -3261030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -3261044.250000 Penalty: 5227.596191
	Iteration 30Q: 3 clusters Score -3261044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3261051.500000 Penalty: 5227.596191
	Iteration 31Q: 3 clusters Score -3261052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3261062.750000 Penalty: 5227.596191
	Iteration 32Q: 3 clusters Score -3261063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -3261068.500000 Penalty: 5227.596191
	Iteration 33Q: 3 clusters Score -3261068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3261078.750000 Penalty: 5227.596191
	Iteration 34Q: 3 clusters Score -3261079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -3261084.750000 Penalty: 5227.596191
	Iteration 35Q: 3 clusters Score -3261085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -3261087.250000 Penalty: 5227.596191
	Iteration 36Q: 3 clusters Score -3261087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -3261094.750000 Penalty: 5227.596191
	Iteration 37Q: 3 clusters Score -3261095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -3261102.500000 Penalty: 5227.596191
	Iteration 38Q: 3 clusters Score -3261102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -3261108.500000 Penalty: 5227.596191
	Iteration 39Q: 3 clusters Score -3261108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -3261119.750000 Penalty: 5227.596191
	Iteration 40F: 3 clusters Score -3261120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3261116.750000 Penalty: 5227.596191
	Iteration 41Q: 3 clusters Score -3261117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -3261137.250000 Penalty: 5227.596191
	Iteration 42Q: 3 clusters Score -3261137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -3261156.500000 Penalty: 5227.596191
	Iteration 43Q: 3 clusters Score -3261156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -3261171.250000 Penalty: 5227.596191
	Iteration 44Q: 3 clusters Score -3261171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3261183.250000 Penalty: 5227.596191
	Iteration 45Q: 3 clusters Score -3261183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3261202.250000 Penalty: 5227.596191
	Iteration 46Q: 3 clusters Score -3261202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3261209.750000 Penalty: 5227.596191
	Iteration 47Q: 3 clusters Score -3261210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3261220.750000 Penalty: 5227.596191
	Iteration 48Q: 3 clusters Score -3261221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -3261226.500000 Penalty: 5227.596191
	Iteration 49Q: 3 clusters Score -3261226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -3261236.000000 Penalty: 5227.596191
	Iteration 50Q: 3 clusters Score -3261236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -3261238.500000 Penalty: 5227.596191
	Iteration 51Q: 3 clusters Score -3261238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -3261242.750000 Penalty: 5227.596191
	Iteration 52Q: 3 clusters Score -3261243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3261245.750000 Penalty: 5227.596191
	Iteration 53Q: 3 clusters Score -3261246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -3261252.250000 Penalty: 5227.596191
	Iteration 54Q: 3 clusters Score -3261252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -3261248.000000 Penalty: 5227.596191
	Iteration 55Q: 3 clusters Score -3261248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -3261252.500000 Penalty: 5227.596191
	Iteration 56Q: 3 clusters Score -3261252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3261250.000000 Penalty: 5227.596191
	Iteration 57Q: 3 clusters Score -3261250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -3261253.500000 Penalty: 5227.596191
	Iteration 58Q: 3 clusters Score -3261254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3261254.250000 Penalty: 5227.596191
	Iteration 59Q: 3 clusters Score -3261254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3261248.000000 Penalty: 5227.596191
	Iteration 60F: 3 clusters Score -3261248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -3261251.250000 Penalty: 5227.596191
	Iteration 61Q: 3 clusters Score -3261251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -3261252.250000 Penalty: 5227.596191
	Iteration 62Q: 3 clusters Score -3261252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -3261253.750000 Penalty: 5227.596191
	Iteration 63Q: 3 clusters Score -3261254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -3261252.250000 Penalty: 5227.596191
	Iteration 64Q: 3 clusters Score -3261252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3261253.000000 Penalty: 5227.596191
	Iteration 65Q: 3 clusters Score -3261253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -3261259.250000 Penalty: 5227.596191
	Iteration 66Q: 3 clusters Score -3261259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3261259.000000 Penalty: 5227.596191
	Iteration 67Q: 3 clusters Score -3261259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -3261262.250000 Penalty: 5227.596191
	Iteration 68Q: 3 clusters Score -3261262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -3261264.000000 Penalty: 5227.596191
	Iteration 69Q: 3 clusters Score -3261264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3261262.250000 Penalty: 5227.596191
	Iteration 70Q: 3 clusters Score -3261262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3261264.500000 Penalty: 5227.596191
	Iteration 71Q: 3 clusters Score -3261264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3261265.250000 Penalty: 5227.596191
	Iteration 72Q: 3 clusters Score -3261265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3261263.250000 Penalty: 5227.596191
	Iteration 73Q: 3 clusters Score -3261263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3261263.250000 Penalty: 5227.596191
	Iteration 74F: 3 clusters Score -3261263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -123243.664062 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -123243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -120931.117188 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -120931.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121417.250000 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -121417.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121583.625000 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -121583.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -121695.515625 Penalty: 3649.347900
	Iteration 3F: 3 clusters Score -121695.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121788.390625 Penalty: 3649.347900
	Iteration 4Q: 3 clusters Score -121788.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121896.039062 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -121896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -121963.078125 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -121963.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122022.210938 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -122022.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122107.945312 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -122107.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -122172.773438 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -122172.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122213.554688 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -122213.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122233.171875 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -122233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -122244.679688 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -122244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -122262.742188 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -122262.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -122280.046875 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -122280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122285.453125 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -122285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122291.218750 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -122291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -122302.101562 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -122302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -122310.507812 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -122310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -122318.984375 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -122319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122323.328125 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -122323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122327.789062 Penalty: 3649.347900
	Iteration 21Q: 3 clusters Score -122327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122329.937500 Penalty: 3649.347900
	Iteration 22Q: 3 clusters Score -122329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122333.015625 Penalty: 3649.347900
	Iteration 23Q: 3 clusters Score -122333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122333.015625 Penalty: 3649.347900
	Iteration 24F: 3 clusters Score -122333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Entering Unmasked Estep 
Score: -1847934.625000 Penalty: 2490.510010
	Iteration 0F: 2 clusters Score -1847935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1831922.625000 Penalty: 4981.020020
	Iteration 0F: 3 clusters Score -1831923 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1837597.000000 Penalty: 4981.020020
	Iteration 1F: 3 clusters Score -1837597 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1838163.125000 Penalty: 4981.020020
	Iteration 2F: 3 clusters Score -1838163 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1838741.750000 Penalty: 4981.020020
	Iteration 3F: 3 clusters Score -1838742 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1839314.625000 Penalty: 4981.020020
	Iteration 4F: 3 clusters Score -1839315 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1839856.375000 Penalty: 4981.020020
	Iteration 5F: 3 clusters Score -1839856 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1840392.125000 Penalty: 4981.020020
	Iteration 6Q: 3 clusters Score -1840392 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1840985.250000 Penalty: 4981.020020
	Iteration 7Q: 3 clusters Score -1840985 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1841703.375000 Penalty: 4981.020020
	Iteration 8F: 3 clusters Score -1841703 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1842490.000000 Penalty: 4981.020020
	Iteration 9F: 3 clusters Score -1842490 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1843257.000000 Penalty: 4981.020020
	Iteration 10Q: 3 clusters Score -1843257 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1843890.750000 Penalty: 4981.020020
	Iteration 11Q: 3 clusters Score -1843891 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1844399.875000 Penalty: 4981.020020
	Iteration 12Q: 3 clusters Score -1844400 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1844842.000000 Penalty: 4981.020020
	Iteration 13Q: 3 clusters Score -1844842 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1845190.500000 Penalty: 4981.020020
	Iteration 14Q: 3 clusters Score -1845190 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1845425.750000 Penalty: 4981.020020
	Iteration 15Q: 3 clusters Score -1845426 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1845581.500000 Penalty: 4981.020020
	Iteration 16Q: 3 clusters Score -1845582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1845665.250000 Penalty: 4981.020020
	Iteration 17Q: 3 clusters Score -1845665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1845734.125000 Penalty: 4981.020020
	Iteration 18Q: 3 clusters Score -1845734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1845788.500000 Penalty: 4981.020020
	Iteration 19Q: 3 clusters Score -1845788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1845828.500000 Penalty: 4981.020020
	Iteration 20F: 3 clusters Score -1845828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1845857.625000 Penalty: 4981.020020
	Iteration 21Q: 3 clusters Score -1845858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1845882.625000 Penalty: 4981.020020
	Iteration 22Q: 3 clusters Score -1845883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1845892.750000 Penalty: 4981.020020
	Iteration 23Q: 3 clusters Score -1845893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1845900.000000 Penalty: 4981.020020
	Iteration 24Q: 3 clusters Score -1845900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1845905.875000 Penalty: 4981.020020
	Iteration 25Q: 3 clusters Score -1845906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1845910.375000 Penalty: 4981.020020
	Iteration 26Q: 3 clusters Score -1845910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1845912.125000 Penalty: 4981.020020
	Iteration 27Q: 3 clusters Score -1845912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1845916.500000 Penalty: 4981.020020
	Iteration 28Q: 3 clusters Score -1845916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1845919.625000 Penalty: 4981.020020
	Iteration 29Q: 3 clusters Score -1845920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1845922.750000 Penalty: 4981.020020
	Iteration 30Q: 3 clusters Score -1845923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1845928.875000 Penalty: 4981.020020
	Iteration 31Q: 3 clusters Score -1845929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1845927.500000 Penalty: 4981.020020
	Iteration 32Q: 3 clusters Score -1845928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1845929.500000 Penalty: 4981.020020
	Iteration 33Q: 3 clusters Score -1845930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1845929.250000 Penalty: 4981.020020
	Iteration 34Q: 3 clusters Score -1845929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1845927.500000 Penalty: 4981.020020
	Iteration 35Q: 3 clusters Score -1845928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1845929.875000 Penalty: 4981.020020
	Iteration 36Q: 3 clusters Score -1845930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1845934.750000 Penalty: 4981.020020
	Iteration 37Q: 3 clusters Score -1845935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1845933.500000 Penalty: 4981.020020
	Iteration 38Q: 3 clusters Score -1845934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1845933.125000 Penalty: 4981.020020
	Iteration 39Q: 3 clusters Score -1845933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1845935.000000 Penalty: 4981.020020
	Iteration 40F: 3 clusters Score -1845935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1845940.250000 Penalty: 4981.020020
	Iteration 41Q: 3 clusters Score -1845940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1845939.875000 Penalty: 4981.020020
	Iteration 42Q: 3 clusters Score -1845940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1845942.500000 Penalty: 4981.020020
	Iteration 43Q: 3 clusters Score -1845942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1845944.125000 Penalty: 4981.020020
	Iteration 44Q: 3 clusters Score -1845944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1845946.500000 Penalty: 4981.020020
	Iteration 45Q: 3 clusters Score -1845946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1845947.000000 Penalty: 4981.020020
	Iteration 46Q: 3 clusters Score -1845947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1845947.000000 Penalty: 4981.020020
	Iteration 47Q: 3 clusters Score -1845947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1845947.000000 Penalty: 4981.020020
	Iteration 48F: 3 clusters Score -1845947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 398311 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 145815 members 
Mstep: Class 5 contains 188461 members 
Mstep: Class 6 contains 389607 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153191 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25689 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 58049 members 
Mstep: Class 24 contains 37779 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 22980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146464000.000000 Penalty: 96083.218750
Iteration 159Q: 28 clusters Score -1.46464e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 398218 members 
Mstep: Class 3 contains 24268 members 
Mstep: Class 4 contains 146078 members 
Mstep: Class 5 contains 188491 members 
Mstep: Class 6 contains 388115 members 
Mstep: Class 7 contains 27974 members 
Mstep: Class 8 contains 32908 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 14773 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4164 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 153613 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25631 members 
Mstep: Class 20 contains 63622 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 23688 members 
Mstep: Class 23 contains 58013 members 
Mstep: Class 24 contains 37776 members 
Mstep: Class 25 contains 1607 members 
Mstep: Class 26 contains 23019 members 
Mstep: Class 27 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146465504.000000 Penalty: 96083.218750
Iteration 160F: 28 clusters Score -1.464655e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 398086 members 
Mstep: Class 3 contains 24267 members 
Mstep: Class 4 contains 146169 members 
Mstep: Class 5 contains 188422 members 
Mstep: Class 6 contains 387039 members 
Mstep: Class 7 contains 27784 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 8881 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 154015 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 26437 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 63618 members 
Mstep: Class 21 contains 7729 members 
Mstep: Class 22 contains 23685 members 
Mstep: Class 23 contains 57985 members 
Mstep: Class 24 contains 37778 members 
Mstep: Class 25 contains 1654 members 
Mstep: Class 26 contains 23036 members 
Mstep: Class 27 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146466960.000000 Penalty: 96083.218750
Iteration 161Q: 28 clusters Score -1.46467e+08 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 397976 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 146056 members 
Mstep: Class 5 contains 188375 members 
Mstep: Class 6 contains 386173 members 
Mstep: Class 7 contains 27538 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 8892 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 154363 members 
Mstep: Class 16 contains 18073 members 
Mstep: Class 17 contains 26432 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25502 members 
Mstep: Class 20 contains 63638 members 
Mstep: Class 21 contains 7735 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 57965 members 
Mstep: Class 24 contains 37780 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 23043 members 
Mstep: Class 27 contains 6326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146467648.000000 Penalty: 96083.218750
Iteration 162Q: 28 clusters Score -1.464676e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 397858 members 
Mstep: Class 3 contains 24264 members 
Mstep: Class 4 contains 145860 members 
Mstep: Class 5 contains 188365 members 
Mstep: Class 6 contains 385529 members 
Mstep: Class 7 contains 27327 members 
Mstep: Class 8 contains 32907 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 14769 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 154633 members 
Mstep: Class 16 contains 18070 members 
Mstep: Class 17 contains 26423 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25439 members 
Mstep: Class 20 contains 63644 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 57946 members 
Mstep: Class 24 contains 37788 members 
Mstep: Class 25 contains 1751 members 
Mstep: Class 26 contains 23054 members 
Mstep: Class 27 contains 7212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468032.000000 Penalty: 96083.218750
Iteration 163Q: 28 clusters Score -1.46468e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 397722 members 
Mstep: Class 3 contains 24268 members 
Mstep: Class 4 contains 145661 members 
Mstep: Class 5 contains 188333 members 
Mstep: Class 6 contains 385039 members 
Mstep: Class 7 contains 27148 members 
Mstep: Class 8 contains 32919 members 
Mstep: Class 9 contains 8922 members 
Mstep: Class 10 contains 14772 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 154851 members 
Mstep: Class 16 contains 18067 members 
Mstep: Class 17 contains 26416 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 25400 members 
Mstep: Class 20 contains 63648 members 
Mstep: Class 21 contains 7745 members 
Mstep: Class 22 contains 23699 members 
Mstep: Class 23 contains 57939 members 
Mstep: Class 24 contains 37795 members 
Mstep: Class 25 contains 1794 members 
Mstep: Class 26 contains 23085 members 
Mstep: Class 27 contains 7938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468080.000000 Penalty: 96083.218750
Iteration 164Q: 28 clusters Score -1.464681e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 397648 members 
Mstep: Class 3 contains 24264 members 
Mstep: Class 4 contains 145483 members 
Mstep: Class 5 contains 188332 members 
Mstep: Class 6 contains 384583 members 
Mstep: Class 7 contains 27018 members 
Mstep: Class 8 contains 32920 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 14774 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 155027 members 
Mstep: Class 16 contains 18064 members 
Mstep: Class 17 contains 26413 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 25353 members 
Mstep: Class 20 contains 63659 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57925 members 
Mstep: Class 24 contains 37799 members 
Mstep: Class 25 contains 1837 members 
Mstep: Class 26 contains 23124 members 
Mstep: Class 27 contains 8542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468240.000000 Penalty: 96083.218750
Iteration 165Q: 28 clusters Score -1.464682e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 397599 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 145319 members 
Mstep: Class 5 contains 188370 members 
Mstep: Class 6 contains 384229 members 
Mstep: Class 7 contains 26910 members 
Mstep: Class 8 contains 32914 members 
Mstep: Class 9 contains 8931 members 
Mstep: Class 10 contains 14769 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 155156 members 
Mstep: Class 16 contains 18062 members 
Mstep: Class 17 contains 26406 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 25288 members 
Mstep: Class 20 contains 63664 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23705 members 
Mstep: Class 23 contains 57919 members 
Mstep: Class 24 contains 37794 members 
Mstep: Class 25 contains 1883 members 
Mstep: Class 26 contains 23161 members 
Mstep: Class 27 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468144.000000 Penalty: 96083.218750
Iteration 166Q: 28 clusters Score -1.464681e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 397557 members 
Mstep: Class 3 contains 24260 members 
Mstep: Class 4 contains 145170 members 
Mstep: Class 5 contains 188403 members 
Mstep: Class 6 contains 383939 members 
Mstep: Class 7 contains 26835 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 14771 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 155257 members 
Mstep: Class 16 contains 18060 members 
Mstep: Class 17 contains 26400 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 25226 members 
Mstep: Class 20 contains 63671 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 23707 members 
Mstep: Class 23 contains 57912 members 
Mstep: Class 24 contains 37788 members 
Mstep: Class 25 contains 1930 members 
Mstep: Class 26 contains 23190 members 
Mstep: Class 27 contains 9445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468352.000000 Penalty: 96083.218750
Iteration 167Q: 28 clusters Score -1.464684e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 397510 members 
Mstep: Class 3 contains 24258 members 
Mstep: Class 4 contains 145049 members 
Mstep: Class 5 contains 188443 members 
Mstep: Class 6 contains 383695 members 
Mstep: Class 7 contains 26775 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 155335 members 
Mstep: Class 16 contains 18057 members 
Mstep: Class 17 contains 26395 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 63670 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23702 members 
Mstep: Class 23 contains 57903 members 
Mstep: Class 24 contains 37787 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 23243 members 
Mstep: Class 27 contains 9776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468512.000000 Penalty: 96083.218750
Iteration 168Q: 28 clusters Score -1.464685e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 397468 members 
Mstep: Class 3 contains 24258 members 
Mstep: Class 4 contains 144952 members 
Mstep: Class 5 contains 188466 members 
Mstep: Class 6 contains 383503 members 
Mstep: Class 7 contains 26727 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8931 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4280 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 155410 members 
Mstep: Class 16 contains 18055 members 
Mstep: Class 17 contains 26392 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 25116 members 
Mstep: Class 20 contains 63669 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23700 members 
Mstep: Class 23 contains 57890 members 
Mstep: Class 24 contains 37792 members 
Mstep: Class 25 contains 2008 members 
Mstep: Class 26 contains 23267 members 
Mstep: Class 27 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468496.000000 Penalty: 96083.218750
Iteration 169Q: 28 clusters Score -1.464685e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 397449 members 
Mstep: Class 3 contains 24260 members 
Mstep: Class 4 contains 144909 members 
Mstep: Class 5 contains 188479 members 
Mstep: Class 6 contains 383325 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 32898 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 155479 members 
Mstep: Class 16 contains 18053 members 
Mstep: Class 17 contains 26392 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 25077 members 
Mstep: Class 20 contains 63656 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 23701 members 
Mstep: Class 23 contains 57872 members 
Mstep: Class 24 contains 37797 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 23286 members 
Mstep: Class 27 contains 10248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468960.000000 Penalty: 96083.218750
Iteration 170Q: 28 clusters Score -1.46469e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 397427 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 144889 members 
Mstep: Class 5 contains 188516 members 
Mstep: Class 6 contains 383146 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 8 contains 32896 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 155533 members 
Mstep: Class 16 contains 18053 members 
Mstep: Class 17 contains 26390 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 25035 members 
Mstep: Class 20 contains 63645 members 
Mstep: Class 21 contains 7761 members 
Mstep: Class 22 contains 23699 members 
Mstep: Class 23 contains 57863 members 
Mstep: Class 24 contains 37809 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 23301 members 
Mstep: Class 27 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469120.000000 Penalty: 96083.218750
Iteration 171Q: 28 clusters Score -1.464691e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 397426 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 144873 members 
Mstep: Class 5 contains 188532 members 
Mstep: Class 6 contains 382995 members 
Mstep: Class 7 contains 26610 members 
Mstep: Class 8 contains 32895 members 
Mstep: Class 9 contains 8928 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 5182 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 155578 members 
Mstep: Class 16 contains 18050 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 25000 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7764 members 
Mstep: Class 22 contains 23699 members 
Mstep: Class 23 contains 57861 members 
Mstep: Class 24 contains 37811 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 23325 members 
Mstep: Class 27 contains 10562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469424.000000 Penalty: 96083.218750
Iteration 172Q: 28 clusters Score -1.464694e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 397398 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 144875 members 
Mstep: Class 5 contains 188552 members 
Mstep: Class 6 contains 382900 members 
Mstep: Class 7 contains 26567 members 
Mstep: Class 8 contains 32898 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 155618 members 
Mstep: Class 16 contains 18051 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4197 members 
Mstep: Class 19 contains 24965 members 
Mstep: Class 20 contains 63634 members 
Mstep: Class 21 contains 7762 members 
Mstep: Class 22 contains 23699 members 
Mstep: Class 23 contains 57849 members 
Mstep: Class 24 contains 37822 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 23326 members 
Mstep: Class 27 contains 10667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469328.000000 Penalty: 96083.218750
Iteration 173Q: 28 clusters Score -1.464693e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 397379 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 144867 members 
Mstep: Class 5 contains 188570 members 
Mstep: Class 6 contains 382813 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 155657 members 
Mstep: Class 16 contains 18051 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 63637 members 
Mstep: Class 21 contains 7760 members 
Mstep: Class 22 contains 23698 members 
Mstep: Class 23 contains 57842 members 
Mstep: Class 24 contains 37827 members 
Mstep: Class 25 contains 2138 members 
Mstep: Class 26 contains 23338 members 
Mstep: Class 27 contains 10751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469408.000000 Penalty: 96083.218750
Iteration 174Q: 28 clusters Score -1.464694e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397350 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 144846 members 
Mstep: Class 5 contains 188581 members 
Mstep: Class 6 contains 382760 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 32899 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 155679 members 
Mstep: Class 16 contains 18051 members 
Mstep: Class 17 contains 26390 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24892 members 
Mstep: Class 20 contains 63638 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 23700 members 
Mstep: Class 23 contains 57842 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 23357 members 
Mstep: Class 27 contains 10827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469344.000000 Penalty: 96083.218750
Iteration 175Q: 28 clusters Score -1.464693e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397339 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 144824 members 
Mstep: Class 5 contains 188607 members 
Mstep: Class 6 contains 382706 members 
Mstep: Class 7 contains 26489 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 14756 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4339 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 155698 members 
Mstep: Class 16 contains 18050 members 
Mstep: Class 17 contains 26388 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24858 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7757 members 
Mstep: Class 22 contains 23701 members 
Mstep: Class 23 contains 57837 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 23362 members 
Mstep: Class 27 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469424.000000 Penalty: 96083.218750
Iteration 176Q: 28 clusters Score -1.464694e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397321 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 144808 members 
Mstep: Class 5 contains 188611 members 
Mstep: Class 6 contains 382667 members 
Mstep: Class 7 contains 26479 members 
Mstep: Class 8 contains 32896 members 
Mstep: Class 9 contains 8906 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 155723 members 
Mstep: Class 16 contains 18050 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 63638 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57833 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 23369 members 
Mstep: Class 27 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469248.000000 Penalty: 96083.218750
Iteration 177Q: 28 clusters Score -1.464692e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397304 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 144797 members 
Mstep: Class 5 contains 188619 members 
Mstep: Class 6 contains 382627 members 
Mstep: Class 7 contains 26482 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4347 members 
Mstep: Class 13 contains 5196 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 155739 members 
Mstep: Class 16 contains 18048 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24812 members 
Mstep: Class 20 contains 63643 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23702 members 
Mstep: Class 23 contains 57832 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 23364 members 
Mstep: Class 27 contains 10960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469296.000000 Penalty: 96083.218750
Iteration 178Q: 28 clusters Score -1.464693e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397284 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 144794 members 
Mstep: Class 5 contains 188633 members 
Mstep: Class 6 contains 382596 members 
Mstep: Class 7 contains 26473 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 8907 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155752 members 
Mstep: Class 16 contains 18048 members 
Mstep: Class 17 contains 26384 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24785 members 
Mstep: Class 20 contains 63646 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57834 members 
Mstep: Class 24 contains 37836 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 23363 members 
Mstep: Class 27 contains 10987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469408.000000 Penalty: 96083.218750
Iteration 179Q: 28 clusters Score -1.464694e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397271 members 
Mstep: Class 3 contains 24255 members 
Mstep: Class 4 contains 144786 members 
Mstep: Class 5 contains 188636 members 
Mstep: Class 6 contains 382588 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 8904 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155760 members 
Mstep: Class 16 contains 18046 members 
Mstep: Class 17 contains 26384 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24769 members 
Mstep: Class 20 contains 63646 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23702 members 
Mstep: Class 23 contains 57835 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 23366 members 
Mstep: Class 27 contains 11002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469568.000000 Penalty: 96083.218750
Iteration 180F: 28 clusters Score -1.464696e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 397257 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 144680 members 
Mstep: Class 5 contains 188625 members 
Mstep: Class 6 contains 382562 members 
Mstep: Class 7 contains 26418 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155772 members 
Mstep: Class 16 contains 18046 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24766 members 
Mstep: Class 20 contains 63648 members 
Mstep: Class 21 contains 7757 members 
Mstep: Class 22 contains 23701 members 
Mstep: Class 23 contains 57833 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 23363 members 
Mstep: Class 27 contains 11180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469408.000000 Penalty: 96083.218750
Iteration 181Q: 28 clusters Score -1.464694e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 397247 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 144566 members 
Mstep: Class 5 contains 188623 members 
Mstep: Class 6 contains 382550 members 
Mstep: Class 7 contains 26354 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4369 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155780 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24760 members 
Mstep: Class 20 contains 63649 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57830 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 23363 members 
Mstep: Class 27 contains 11372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469360.000000 Penalty: 96083.218750
Iteration 182Q: 28 clusters Score -1.464694e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397231 members 
Mstep: Class 3 contains 24255 members 
Mstep: Class 4 contains 144464 members 
Mstep: Class 5 contains 188621 members 
Mstep: Class 6 contains 382539 members 
Mstep: Class 7 contains 26295 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8904 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4371 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155784 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24753 members 
Mstep: Class 20 contains 63651 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23701 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37836 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 23376 members 
Mstep: Class 27 contains 11541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469600.000000 Penalty: 96083.218750
Iteration 183Q: 28 clusters Score -1.464696e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 397222 members 
Mstep: Class 3 contains 24258 members 
Mstep: Class 4 contains 144364 members 
Mstep: Class 5 contains 188610 members 
Mstep: Class 6 contains 382519 members 
Mstep: Class 7 contains 26237 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 5204 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155791 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24751 members 
Mstep: Class 20 contains 63651 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57823 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 23386 members 
Mstep: Class 27 contains 11714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469872.000000 Penalty: 96083.218750
Iteration 184Q: 28 clusters Score -1.464699e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 397210 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 144281 members 
Mstep: Class 5 contains 188609 members 
Mstep: Class 6 contains 382505 members 
Mstep: Class 7 contains 26194 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 5204 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155795 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24749 members 
Mstep: Class 20 contains 63644 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23704 members 
Mstep: Class 23 contains 57824 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 23393 members 
Mstep: Class 27 contains 11856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469680.000000 Penalty: 96083.218750
Iteration 185Q: 28 clusters Score -1.464697e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 397200 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 144198 members 
Mstep: Class 5 contains 188621 members 
Mstep: Class 6 contains 382506 members 
Mstep: Class 7 contains 26132 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155802 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24749 members 
Mstep: Class 20 contains 63639 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 2328 members 
Mstep: Class 26 contains 23399 members 
Mstep: Class 27 contains 11977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469776.000000 Penalty: 96083.218750
Iteration 186Q: 28 clusters Score -1.464698e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 397183 members 
Mstep: Class 3 contains 24260 members 
Mstep: Class 4 contains 144131 members 
Mstep: Class 5 contains 188635 members 
Mstep: Class 6 contains 382495 members 
Mstep: Class 7 contains 26086 members 
Mstep: Class 8 contains 32898 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155807 members 
Mstep: Class 16 contains 18046 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 63638 members 
Mstep: Class 21 contains 7755 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 57827 members 
Mstep: Class 24 contains 37833 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469824.000000 Penalty: 96083.218750
Iteration 187Q: 28 clusters Score -1.464698e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 397179 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 144080 members 
Mstep: Class 5 contains 188643 members 
Mstep: Class 6 contains 382487 members 
Mstep: Class 7 contains 26040 members 
Mstep: Class 8 contains 32899 members 
Mstep: Class 9 contains 8895 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 155810 members 
Mstep: Class 16 contains 18046 members 
Mstep: Class 17 contains 26388 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24744 members 
Mstep: Class 20 contains 63636 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 23702 members 
Mstep: Class 23 contains 57832 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 23415 members 
Mstep: Class 27 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469792.000000 Penalty: 96083.218750
Iteration 188Q: 28 clusters Score -1.464698e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 397178 members 
Mstep: Class 3 contains 24258 members 
Mstep: Class 4 contains 144036 members 
Mstep: Class 5 contains 188655 members 
Mstep: Class 6 contains 382492 members 
Mstep: Class 7 contains 25987 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 5207 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155813 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24738 members 
Mstep: Class 20 contains 63633 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 23700 members 
Mstep: Class 23 contains 57832 members 
Mstep: Class 24 contains 37836 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 23426 members 
Mstep: Class 27 contains 12237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469840.000000 Penalty: 96083.218750
Iteration 189Q: 28 clusters Score -1.464698e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 397180 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143980 members 
Mstep: Class 5 contains 188668 members 
Mstep: Class 6 contains 382484 members 
Mstep: Class 7 contains 25943 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4382 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 155823 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24733 members 
Mstep: Class 20 contains 63629 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23700 members 
Mstep: Class 23 contains 57832 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 23441 members 
Mstep: Class 27 contains 12318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469792.000000 Penalty: 96083.218750
Iteration 190Q: 28 clusters Score -1.464698e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397175 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143927 members 
Mstep: Class 5 contains 188681 members 
Mstep: Class 6 contains 382474 members 
Mstep: Class 7 contains 25893 members 
Mstep: Class 8 contains 32896 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 5204 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 155833 members 
Mstep: Class 16 contains 18048 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24730 members 
Mstep: Class 20 contains 63623 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23699 members 
Mstep: Class 23 contains 57829 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 23459 members 
Mstep: Class 27 contains 12406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469856.000000 Penalty: 96083.218750
Iteration 191Q: 28 clusters Score -1.464699e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 397169 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143872 members 
Mstep: Class 5 contains 188692 members 
Mstep: Class 6 contains 382481 members 
Mstep: Class 7 contains 25829 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4385 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155838 members 
Mstep: Class 16 contains 18048 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24723 members 
Mstep: Class 20 contains 63616 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23698 members 
Mstep: Class 23 contains 57833 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 23470 members 
Mstep: Class 27 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469744.000000 Penalty: 96083.218750
Iteration 192Q: 28 clusters Score -1.464697e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397173 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143826 members 
Mstep: Class 5 contains 188703 members 
Mstep: Class 6 contains 382489 members 
Mstep: Class 7 contains 25767 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4386 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 155843 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24720 members 
Mstep: Class 20 contains 63611 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 57834 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 23476 members 
Mstep: Class 27 contains 12586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469728.000000 Penalty: 96083.218750
Iteration 193Q: 28 clusters Score -1.464697e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397171 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143766 members 
Mstep: Class 5 contains 188708 members 
Mstep: Class 6 contains 382507 members 
Mstep: Class 7 contains 25719 members 
Mstep: Class 8 contains 32899 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155844 members 
Mstep: Class 16 contains 18047 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24717 members 
Mstep: Class 20 contains 63611 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 57834 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 23492 members 
Mstep: Class 27 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469648.000000 Penalty: 96083.218750
Iteration 194Q: 28 clusters Score -1.464696e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397163 members 
Mstep: Class 3 contains 24255 members 
Mstep: Class 4 contains 143715 members 
Mstep: Class 5 contains 188711 members 
Mstep: Class 6 contains 382530 members 
Mstep: Class 7 contains 25685 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155846 members 
Mstep: Class 16 contains 18046 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24719 members 
Mstep: Class 20 contains 63606 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 57831 members 
Mstep: Class 24 contains 37827 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 23502 members 
Mstep: Class 27 contains 12718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469840.000000 Penalty: 96083.218750
Iteration 195Q: 28 clusters Score -1.464698e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397152 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143684 members 
Mstep: Class 5 contains 188719 members 
Mstep: Class 6 contains 382523 members 
Mstep: Class 7 contains 25664 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8896 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155851 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24719 members 
Mstep: Class 20 contains 63605 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 57829 members 
Mstep: Class 24 contains 37826 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 23516 members 
Mstep: Class 27 contains 12765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469920.000000 Penalty: 96083.218750
Iteration 196Q: 28 clusters Score -1.464699e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397141 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143657 members 
Mstep: Class 5 contains 188723 members 
Mstep: Class 6 contains 382535 members 
Mstep: Class 7 contains 25629 members 
Mstep: Class 8 contains 32907 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 155854 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24720 members 
Mstep: Class 20 contains 63604 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23693 members 
Mstep: Class 23 contains 57831 members 
Mstep: Class 24 contains 37826 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 23519 members 
Mstep: Class 27 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469952.000000 Penalty: 96083.218750
Iteration 197Q: 28 clusters Score -1.4647e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397133 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143632 members 
Mstep: Class 5 contains 188736 members 
Mstep: Class 6 contains 382538 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 32908 members 
Mstep: Class 9 contains 8895 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155857 members 
Mstep: Class 16 contains 18044 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24716 members 
Mstep: Class 20 contains 63604 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 57827 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 23523 members 
Mstep: Class 27 contains 12853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469840.000000 Penalty: 96083.218750
Iteration 198Q: 28 clusters Score -1.464698e+08 nChanged 136
Entering ConstructFrom: 
Score: -146469840.000000 Penalty: 96083.218750
Entering ConstructFrom: 
Trying to split cluster 1 (14432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Entering Unmasked Estep 
Score: -1300176.125000 Penalty: 2375.146240
	Iteration 0F: 2 clusters Score -1300176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1289637.375000 Penalty: 4750.292480
	Iteration 0F: 3 clusters Score -1289637 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1292929.750000 Penalty: 4750.292480
	Iteration 1F: 3 clusters Score -1292930 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1293256.125000 Penalty: 4750.292480
	Iteration 2F: 3 clusters Score -1293256 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1293495.500000 Penalty: 4750.292480
	Iteration 3Q: 3 clusters Score -1293496 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1293693.375000 Penalty: 4750.292480
	Iteration 4Q: 3 clusters Score -1293693 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1293886.500000 Penalty: 4750.292480
	Iteration 5Q: 3 clusters Score -1293886 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1294050.000000 Penalty: 4750.292480
	Iteration 6Q: 3 clusters Score -1294050 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1294236.250000 Penalty: 4750.292480
	Iteration 7Q: 3 clusters Score -1294236 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1294405.625000 Penalty: 4750.292480
	Iteration 8Q: 3 clusters Score -1294406 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1294608.250000 Penalty: 4750.292480
	Iteration 9Q: 3 clusters Score -1294608 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1294871.875000 Penalty: 4750.292480
	Iteration 10Q: 3 clusters Score -1294872 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1295158.250000 Penalty: 4750.292480
	Iteration 11Q: 3 clusters Score -1295158 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1295526.500000 Penalty: 4750.292480
	Iteration 12Q: 3 clusters Score -1295526 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1295964.750000 Penalty: 4750.292480
	Iteration 13Q: 3 clusters Score -1295965 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1296425.875000 Penalty: 4750.292480
	Iteration 14Q: 3 clusters Score -1296426 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1296890.500000 Penalty: 4750.292480
	Iteration 15Q: 3 clusters Score -1296890 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1297291.000000 Penalty: 4750.292480
	Iteration 16Q: 3 clusters Score -1297291 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1297574.875000 Penalty: 4750.292480
	Iteration 17Q: 3 clusters Score -1297575 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1297751.250000 Penalty: 4750.292480
	Iteration 18Q: 3 clusters Score -1297751 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1297872.250000 Penalty: 4750.292480
	Iteration 19Q: 3 clusters Score -1297872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1297971.000000 Penalty: 4750.292480
	Iteration 20F: 3 clusters Score -1297971 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1298059.250000 Penalty: 4750.292480
	Iteration 21Q: 3 clusters Score -1298059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1298127.125000 Penalty: 4750.292480
	Iteration 22Q: 3 clusters Score -1298127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1298175.375000 Penalty: 4750.292480
	Iteration 23Q: 3 clusters Score -1298175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1298207.875000 Penalty: 4750.292480
	Iteration 24Q: 3 clusters Score -1298208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1298235.625000 Penalty: 4750.292480
	Iteration 25Q: 3 clusters Score -1298236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1298245.500000 Penalty: 4750.292480
	Iteration 26Q: 3 clusters Score -1298246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1298248.125000 Penalty: 4750.292480
	Iteration 27Q: 3 clusters Score -1298248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1298255.000000 Penalty: 4750.292480
	Iteration 28Q: 3 clusters Score -1298255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1298257.750000 Penalty: 4750.292480
	Iteration 29Q: 3 clusters Score -1298258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1298260.875000 Penalty: 4750.292480
	Iteration 30Q: 3 clusters Score -1298261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1298266.125000 Penalty: 4750.292480
	Iteration 31Q: 3 clusters Score -1298266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1298267.750000 Penalty: 4750.292480
	Iteration 32Q: 3 clusters Score -1298268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1298266.000000 Penalty: 4750.292480
	Iteration 33Q: 3 clusters Score -1298266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1298267.000000 Penalty: 4750.292480
	Iteration 34Q: 3 clusters Score -1298267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1298268.500000 Penalty: 4750.292480
	Iteration 35Q: 3 clusters Score -1298268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1298268.875000 Penalty: 4750.292480
	Iteration 36Q: 3 clusters Score -1298269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1298270.750000 Penalty: 4750.292480
	Iteration 37Q: 3 clusters Score -1298271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1298272.375000 Penalty: 4750.292480
	Iteration 38Q: 3 clusters Score -1298272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1298273.875000 Penalty: 4750.292480
	Iteration 39Q: 3 clusters Score -1298274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1298277.000000 Penalty: 4750.292480
	Iteration 40F: 3 clusters Score -1298277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1298280.875000 Penalty: 4750.292480
	Iteration 41Q: 3 clusters Score -1298281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1298284.125000 Penalty: 4750.292480
	Iteration 42Q: 3 clusters Score -1298284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1298290.750000 Penalty: 4750.292480
	Iteration 43Q: 3 clusters Score -1298291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1298291.625000 Penalty: 4750.292480
	Iteration 44Q: 3 clusters Score -1298292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1298293.250000 Penalty: 4750.292480
	Iteration 45Q: 3 clusters Score -1298293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1298291.375000 Penalty: 4750.292480
	Iteration 46Q: 3 clusters Score -1298291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1298292.250000 Penalty: 4750.292480
	Iteration 47Q: 3 clusters Score -1298292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1298294.625000 Penalty: 4750.292480
	Iteration 48Q: 3 clusters Score -1298295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1298292.000000 Penalty: 4750.292480
	Iteration 49Q: 3 clusters Score -1298292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1298295.375000 Penalty: 4750.292480
	Iteration 50Q: 3 clusters Score -1298295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1298295.125000 Penalty: 4750.292480
	Iteration 51Q: 3 clusters Score -1298295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1298302.375000 Penalty: 4750.292480
	Iteration 52Q: 3 clusters Score -1298302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1298304.000000 Penalty: 4750.292480
	Iteration 53Q: 3 clusters Score -1298304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1298303.125000 Penalty: 4750.292480
	Iteration 54Q: 3 clusters Score -1298303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1298303.125000 Penalty: 4750.292480
	Iteration 55F: 3 clusters Score -1298303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (397120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397120 members 
Entering Unmasked Estep 
Score: -35028172.000000 Penalty: 3197.214355
	Iteration 0F: 2 clusters Score -3.502817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198480 members 
Mstep: Class 2 contains 198640 members 
Entering Unmasked Estep 
Score: -34764512.000000 Penalty: 6394.428711
	Iteration 0F: 3 clusters Score -3.476451e+07 nChanged 193203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196175 members 
Mstep: Class 2 contains 200945 members 
Entering Unmasked Estep 
Score: -34879596.000000 Penalty: 6394.428711
	Iteration 1F: 3 clusters Score -3.48796e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195110 members 
Mstep: Class 2 contains 202010 members 
Entering Unmasked Estep 
Score: -34881040.000000 Penalty: 6394.428711
	Iteration 2Q: 3 clusters Score -3.488104e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 203833 members 
Entering Unmasked Estep 
Score: -34882624.000000 Penalty: 6394.428711
	Iteration 3Q: 3 clusters Score -3.488262e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190216 members 
Mstep: Class 2 contains 206904 members 
Entering Unmasked Estep 
Score: -34884944.000000 Penalty: 6394.428711
	Iteration 4Q: 3 clusters Score -3.488494e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185149 members 
Mstep: Class 2 contains 211971 members 
Entering Unmasked Estep 
Score: -34888224.000000 Penalty: 6394.428711
	Iteration 5Q: 3 clusters Score -3.488822e+07 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 219989 members 
Entering Unmasked Estep 
Score: -34893760.000000 Penalty: 6394.428711
	Iteration 6Q: 3 clusters Score -3.489376e+07 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 231928 members 
Entering Unmasked Estep 
Score: -34902480.000000 Penalty: 6394.428711
	Iteration 7Q: 3 clusters Score -3.490248e+07 nChanged 21765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 248395 members 
Entering Unmasked Estep 
Score: -34915992.000000 Penalty: 6394.428711
	Iteration 8F: 3 clusters Score -3.491599e+07 nChanged 25217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128070 members 
Mstep: Class 2 contains 269050 members 
Entering Unmasked Estep 
Score: -34934792.000000 Penalty: 6394.428711
	Iteration 9F: 3 clusters Score -3.493479e+07 nChanged 26270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 291330 members 
Entering Unmasked Estep 
Score: -34956260.000000 Penalty: 6394.428711
	Iteration 10F: 3 clusters Score -3.495626e+07 nChanged 23883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 311601 members 
Entering Unmasked Estep 
Score: -34975816.000000 Penalty: 6394.428711
	Iteration 11F: 3 clusters Score -3.497582e+07 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 328142 members 
Entering Unmasked Estep 
Score: -34989988.000000 Penalty: 6394.428711
	Iteration 12Q: 3 clusters Score -3.498999e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 341389 members 
Entering Unmasked Estep 
Score: -34998700.000000 Penalty: 6394.428711
	Iteration 13Q: 3 clusters Score -3.49987e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 352440 members 
Entering Unmasked Estep 
Score: -35005372.000000 Penalty: 6394.428711
	Iteration 14Q: 3 clusters Score -3.500537e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 361926 members 
Entering Unmasked Estep 
Score: -35010316.000000 Penalty: 6394.428711
	Iteration 15Q: 3 clusters Score -3.501032e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 369929 members 
Entering Unmasked Estep 
Score: -35014472.000000 Penalty: 6394.428711
	Iteration 16Q: 3 clusters Score -3.501447e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 376390 members 
Entering Unmasked Estep 
Score: -35017776.000000 Penalty: 6394.428711
	Iteration 17Q: 3 clusters Score -3.501778e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 381413 members 
Entering Unmasked Estep 
Score: -35020592.000000 Penalty: 6394.428711
	Iteration 18Q: 3 clusters Score -3.502059e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 385250 members 
Entering Unmasked Estep 
Score: -35022536.000000 Penalty: 6394.428711
	Iteration 19Q: 3 clusters Score -3.502254e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 388076 members 
Entering Unmasked Estep 
Score: -35023840.000000 Penalty: 6394.428711
	Iteration 20F: 3 clusters Score -3.502384e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 390144 members 
Entering Unmasked Estep 
Score: -35024824.000000 Penalty: 6394.428711
	Iteration 21Q: 3 clusters Score -3.502482e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 391615 members 
Entering Unmasked Estep 
Score: -35025384.000000 Penalty: 6394.428711
	Iteration 22Q: 3 clusters Score -3.502538e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 392632 members 
Entering Unmasked Estep 
Score: -35025864.000000 Penalty: 6394.428711
	Iteration 23Q: 3 clusters Score -3.502586e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 393316 members 
Entering Unmasked Estep 
Score: -35026028.000000 Penalty: 6394.428711
	Iteration 24Q: 3 clusters Score -3.502603e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 393783 members 
Entering Unmasked Estep 
Score: -35026260.000000 Penalty: 6394.428711
	Iteration 25Q: 3 clusters Score -3.502626e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 394123 members 
Entering Unmasked Estep 
Score: -35026428.000000 Penalty: 6394.428711
	Iteration 26Q: 3 clusters Score -3.502643e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 394362 members 
Entering Unmasked Estep 
Score: -35026560.000000 Penalty: 6394.428711
	Iteration 27Q: 3 clusters Score -3.502656e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 394526 members 
Entering Unmasked Estep 
Score: -35026664.000000 Penalty: 6394.428711
	Iteration 28Q: 3 clusters Score -3.502666e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 394680 members 
Entering Unmasked Estep 
Score: -35026768.000000 Penalty: 6394.428711
	Iteration 29Q: 3 clusters Score -3.502677e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 394791 members 
Entering Unmasked Estep 
Score: -35026804.000000 Penalty: 6394.428711
	Iteration 30Q: 3 clusters Score -3.50268e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 394871 members 
Entering Unmasked Estep 
Score: -35026872.000000 Penalty: 6394.428711
	Iteration 31Q: 3 clusters Score -3.502687e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 394939 members 
Entering Unmasked Estep 
Score: -35026888.000000 Penalty: 6394.428711
	Iteration 32Q: 3 clusters Score -3.502689e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 394983 members 
Entering Unmasked Estep 
Score: -35026888.000000 Penalty: 6394.428711
	Iteration 33Q: 3 clusters Score -3.502689e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 395021 members 
Entering Unmasked Estep 
Score: -35026888.000000 Penalty: 6394.428711
	Iteration 34Q: 3 clusters Score -3.502689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 395044 members 
Entering Unmasked Estep 
Score: -35026900.000000 Penalty: 6394.428711
	Iteration 35Q: 3 clusters Score -3.50269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 395062 members 
Entering Unmasked Estep 
Score: -35026904.000000 Penalty: 6394.428711
	Iteration 36Q: 3 clusters Score -3.50269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 395074 members 
Entering Unmasked Estep 
Score: -35026892.000000 Penalty: 6394.428711
	Iteration 37Q: 3 clusters Score -3.502689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 395083 members 
Entering Unmasked Estep 
Score: -35026876.000000 Penalty: 6394.428711
	Iteration 38Q: 3 clusters Score -3.502688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 395091 members 
Entering Unmasked Estep 
Score: -35026884.000000 Penalty: 6394.428711
	Iteration 39Q: 3 clusters Score -3.502688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 395098 members 
Entering Unmasked Estep 
Score: -35026876.000000 Penalty: 6394.428711
	Iteration 40F: 3 clusters Score -3.502688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 395102 members 
Entering Unmasked Estep 
Score: -35026868.000000 Penalty: 6394.428711
	Iteration 41Q: 3 clusters Score -3.502687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 395105 members 
Entering Unmasked Estep 
Score: -35026884.000000 Penalty: 6394.428711
	Iteration 42Q: 3 clusters Score -3.502688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 395106 members 
Entering Unmasked Estep 
Score: -35026876.000000 Penalty: 6394.428711
	Iteration 43Q: 3 clusters Score -3.502688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 395108 members 
Entering Unmasked Estep 
Score: -35026872.000000 Penalty: 6394.428711
	Iteration 44Q: 3 clusters Score -3.502687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 395111 members 
Entering Unmasked Estep 
Score: -35026876.000000 Penalty: 6394.428711
	Iteration 45Q: 3 clusters Score -3.502688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 395117 members 
Entering Unmasked Estep 
Score: -35026916.000000 Penalty: 6394.428711
	Iteration 46Q: 3 clusters Score -3.502692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 395122 members 
Entering Unmasked Estep 
Score: -35026928.000000 Penalty: 6394.428711
	Iteration 47Q: 3 clusters Score -3.502693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 395124 members 
Entering Unmasked Estep 
Score: -35026928.000000 Penalty: 6394.428711
	Iteration 48Q: 3 clusters Score -3.502693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 395126 members 
Entering Unmasked Estep 
Score: -35026912.000000 Penalty: 6394.428711
	Iteration 49Q: 3 clusters Score -3.502691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 395130 members 
Entering Unmasked Estep 
Score: -35026920.000000 Penalty: 6394.428711
	Iteration 50Q: 3 clusters Score -3.502692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 395130 members 
Entering Unmasked Estep 
Score: -35026944.000000 Penalty: 6394.428711
	Iteration 51Q: 3 clusters Score -3.502694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 395130 members 
Entering Unmasked Estep 
Score: -35026908.000000 Penalty: 6394.428711
	Iteration 52Q: 3 clusters Score -3.502691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 395131 members 
Entering Unmasked Estep 
Score: -35026924.000000 Penalty: 6394.428711
	Iteration 53Q: 3 clusters Score -3.502692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 395133 members 
Entering Unmasked Estep 
Score: -35026924.000000 Penalty: 6394.428711
	Iteration 54Q: 3 clusters Score -3.502692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 395135 members 
Entering Unmasked Estep 
Score: -35026908.000000 Penalty: 6394.428711
	Iteration 55Q: 3 clusters Score -3.502691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 395136 members 
Entering Unmasked Estep 
Score: -35026904.000000 Penalty: 6394.428711
	Iteration 56Q: 3 clusters Score -3.50269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 395138 members 
Entering Unmasked Estep 
Score: -35026892.000000 Penalty: 6394.428711
	Iteration 57Q: 3 clusters Score -3.502689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 395139 members 
Entering Unmasked Estep 
Score: -35026904.000000 Penalty: 6394.428711
	Iteration 58Q: 3 clusters Score -3.50269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 395140 members 
Entering Unmasked Estep 
Score: -35026900.000000 Penalty: 6394.428711
	Iteration 59Q: 3 clusters Score -3.50269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 395142 members 
Entering Unmasked Estep 
Score: -35026920.000000 Penalty: 6394.428711
	Iteration 60F: 3 clusters Score -3.502692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 395141 members 
Entering Unmasked Estep 
Score: -35026916.000000 Penalty: 6394.428711
	Iteration 61Q: 3 clusters Score -3.502692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 395141 members 
Entering Unmasked Estep 
Score: -35026912.000000 Penalty: 6394.428711
	Iteration 62Q: 3 clusters Score -3.502691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 395143 members 
Entering Unmasked Estep 
Score: -35026920.000000 Penalty: 6394.428711
	Iteration 63Q: 3 clusters Score -3.502692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 395144 members 
Entering Unmasked Estep 
Score: -35026908.000000 Penalty: 6394.428711
	Iteration 64Q: 3 clusters Score -3.502691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 395145 members 
Entering Unmasked Estep 
Score: -35026920.000000 Penalty: 6394.428711
	Iteration 65Q: 3 clusters Score -3.502692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 395145 members 
Entering Unmasked Estep 
Score: -35026920.000000 Penalty: 6394.428711
	Iteration 66F: 3 clusters Score -3.502692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Entering Unmasked Estep 
Score: -2189630.750000 Penalty: 2503.881348
	Iteration 0F: 2 clusters Score -2189631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2172830.500000 Penalty: 5007.762695
	Iteration 0F: 3 clusters Score -2172830 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2178589.500000 Penalty: 5007.762695
	Iteration 1F: 3 clusters Score -2178590 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2179013.500000 Penalty: 5007.762695
	Iteration 2Q: 3 clusters Score -2179014 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2179405.500000 Penalty: 5007.762695
	Iteration 3Q: 3 clusters Score -2179406 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2179730.000000 Penalty: 5007.762695
	Iteration 4Q: 3 clusters Score -2179730 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2180075.000000 Penalty: 5007.762695
	Iteration 5Q: 3 clusters Score -2180075 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2180482.000000 Penalty: 5007.762695
	Iteration 6Q: 3 clusters Score -2180482 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2180899.250000 Penalty: 5007.762695
	Iteration 7Q: 3 clusters Score -2180899 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2181287.750000 Penalty: 5007.762695
	Iteration 8Q: 3 clusters Score -2181288 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2181656.250000 Penalty: 5007.762695
	Iteration 9Q: 3 clusters Score -2181656 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2182086.250000 Penalty: 5007.762695
	Iteration 10Q: 3 clusters Score -2182086 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2182522.750000 Penalty: 5007.762695
	Iteration 11Q: 3 clusters Score -2182523 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2182979.750000 Penalty: 5007.762695
	Iteration 12Q: 3 clusters Score -2182980 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2183520.500000 Penalty: 5007.762695
	Iteration 13Q: 3 clusters Score -2183520 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2184057.250000 Penalty: 5007.762695
	Iteration 14Q: 3 clusters Score -2184057 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2184581.500000 Penalty: 5007.762695
	Iteration 15Q: 3 clusters Score -2184582 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2184971.750000 Penalty: 5007.762695
	Iteration 16Q: 3 clusters Score -2184972 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2185199.250000 Penalty: 5007.762695
	Iteration 17Q: 3 clusters Score -2185199 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2185341.250000 Penalty: 5007.762695
	Iteration 18Q: 3 clusters Score -2185341 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2185441.500000 Penalty: 5007.762695
	Iteration 19Q: 3 clusters Score -2185442 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2185525.250000 Penalty: 5007.762695
	Iteration 20F: 3 clusters Score -2185525 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2185597.750000 Penalty: 5007.762695
	Iteration 21Q: 3 clusters Score -2185598 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2185681.500000 Penalty: 5007.762695
	Iteration 22Q: 3 clusters Score -2185682 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2185760.750000 Penalty: 5007.762695
	Iteration 23Q: 3 clusters Score -2185761 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2185832.250000 Penalty: 5007.762695
	Iteration 24Q: 3 clusters Score -2185832 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2185884.000000 Penalty: 5007.762695
	Iteration 25Q: 3 clusters Score -2185884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2185946.500000 Penalty: 5007.762695
	Iteration 26Q: 3 clusters Score -2185946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2185994.500000 Penalty: 5007.762695
	Iteration 27Q: 3 clusters Score -2185994 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2186051.000000 Penalty: 5007.762695
	Iteration 28Q: 3 clusters Score -2186051 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2186099.500000 Penalty: 5007.762695
	Iteration 29Q: 3 clusters Score -2186100 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2186158.750000 Penalty: 5007.762695
	Iteration 30Q: 3 clusters Score -2186159 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2186218.750000 Penalty: 5007.762695
	Iteration 31Q: 3 clusters Score -2186219 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2186290.250000 Penalty: 5007.762695
	Iteration 32Q: 3 clusters Score -2186290 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2186377.250000 Penalty: 5007.762695
	Iteration 33Q: 3 clusters Score -2186377 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2186474.500000 Penalty: 5007.762695
	Iteration 34Q: 3 clusters Score -2186474 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2186564.000000 Penalty: 5007.762695
	Iteration 35Q: 3 clusters Score -2186564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2186649.000000 Penalty: 5007.762695
	Iteration 36Q: 3 clusters Score -2186649 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2186738.250000 Penalty: 5007.762695
	Iteration 37Q: 3 clusters Score -2186738 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2186836.500000 Penalty: 5007.762695
	Iteration 38Q: 3 clusters Score -2186836 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2186904.000000 Penalty: 5007.762695
	Iteration 39Q: 3 clusters Score -2186904 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2186999.500000 Penalty: 5007.762695
	Iteration 40F: 3 clusters Score -2187000 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2187080.500000 Penalty: 5007.762695
	Iteration 41Q: 3 clusters Score -2187080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2187161.750000 Penalty: 5007.762695
	Iteration 42Q: 3 clusters Score -2187162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2187216.250000 Penalty: 5007.762695
	Iteration 43Q: 3 clusters Score -2187216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2187279.750000 Penalty: 5007.762695
	Iteration 44Q: 3 clusters Score -2187280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2187352.000000 Penalty: 5007.762695
	Iteration 45Q: 3 clusters Score -2187352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2187423.000000 Penalty: 5007.762695
	Iteration 46Q: 3 clusters Score -2187423 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2187479.750000 Penalty: 5007.762695
	Iteration 47Q: 3 clusters Score -2187480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2187522.750000 Penalty: 5007.762695
	Iteration 48Q: 3 clusters Score -2187523 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2187564.250000 Penalty: 5007.762695
	Iteration 49Q: 3 clusters Score -2187564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2187587.750000 Penalty: 5007.762695
	Iteration 50Q: 3 clusters Score -2187588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2187617.750000 Penalty: 5007.762695
	Iteration 51Q: 3 clusters Score -2187618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2187630.250000 Penalty: 5007.762695
	Iteration 52Q: 3 clusters Score -2187630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2187651.500000 Penalty: 5007.762695
	Iteration 53Q: 3 clusters Score -2187652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2187666.750000 Penalty: 5007.762695
	Iteration 54Q: 3 clusters Score -2187667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2187689.000000 Penalty: 5007.762695
	Iteration 55Q: 3 clusters Score -2187689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2187713.000000 Penalty: 5007.762695
	Iteration 56Q: 3 clusters Score -2187713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2187723.750000 Penalty: 5007.762695
	Iteration 57Q: 3 clusters Score -2187724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2187731.000000 Penalty: 5007.762695
	Iteration 58Q: 3 clusters Score -2187731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2187738.250000 Penalty: 5007.762695
	Iteration 59Q: 3 clusters Score -2187738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2187744.750000 Penalty: 5007.762695
	Iteration 60F: 3 clusters Score -2187745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2187745.500000 Penalty: 5007.762695
	Iteration 61Q: 3 clusters Score -2187746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2187751.750000 Penalty: 5007.762695
	Iteration 62Q: 3 clusters Score -2187752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2187754.250000 Penalty: 5007.762695
	Iteration 63Q: 3 clusters Score -2187754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2187761.250000 Penalty: 5007.762695
	Iteration 64Q: 3 clusters Score -2187761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2187762.000000 Penalty: 5007.762695
	Iteration 65Q: 3 clusters Score -2187762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2187767.750000 Penalty: 5007.762695
	Iteration 66Q: 3 clusters Score -2187768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2187781.250000 Penalty: 5007.762695
	Iteration 67Q: 3 clusters Score -2187781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2187790.000000 Penalty: 5007.762695
	Iteration 68Q: 3 clusters Score -2187790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2187794.000000 Penalty: 5007.762695
	Iteration 69Q: 3 clusters Score -2187794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2187801.000000 Penalty: 5007.762695
	Iteration 70Q: 3 clusters Score -2187801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2187802.500000 Penalty: 5007.762695
	Iteration 71Q: 3 clusters Score -2187802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2187803.000000 Penalty: 5007.762695
	Iteration 72Q: 3 clusters Score -2187803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2187809.750000 Penalty: 5007.762695
	Iteration 73Q: 3 clusters Score -2187810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2187811.500000 Penalty: 5007.762695
	Iteration 74Q: 3 clusters Score -2187812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2187814.250000 Penalty: 5007.762695
	Iteration 75Q: 3 clusters Score -2187814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2187813.250000 Penalty: 5007.762695
	Iteration 76Q: 3 clusters Score -2187813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2187820.000000 Penalty: 5007.762695
	Iteration 77Q: 3 clusters Score -2187820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2187820.500000 Penalty: 5007.762695
	Iteration 78Q: 3 clusters Score -2187820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2187821.250000 Penalty: 5007.762695
	Iteration 79Q: 3 clusters Score -2187821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2187818.750000 Penalty: 5007.762695
	Iteration 80F: 3 clusters Score -2187819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2187819.000000 Penalty: 5007.762695
	Iteration 81Q: 3 clusters Score -2187819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2187823.000000 Penalty: 5007.762695
	Iteration 82Q: 3 clusters Score -2187823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2187822.750000 Penalty: 5007.762695
	Iteration 83Q: 3 clusters Score -2187823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2187821.000000 Penalty: 5007.762695
	Iteration 84Q: 3 clusters Score -2187821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2187826.500000 Penalty: 5007.762695
	Iteration 85Q: 3 clusters Score -2187826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2187827.750000 Penalty: 5007.762695
	Iteration 86Q: 3 clusters Score -2187828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2187826.500000 Penalty: 5007.762695
	Iteration 87Q: 3 clusters Score -2187826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2187826.250000 Penalty: 5007.762695
	Iteration 88Q: 3 clusters Score -2187826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2187824.750000 Penalty: 5007.762695
	Iteration 89Q: 3 clusters Score -2187825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2187826.750000 Penalty: 5007.762695
	Iteration 90Q: 3 clusters Score -2187827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2187826.750000 Penalty: 5007.762695
	Iteration 91F: 3 clusters Score -2187827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (143611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Entering Unmasked Estep 
Score: -13043218.000000 Penalty: 2944.966064
	Iteration 0F: 2 clusters Score -1.304322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -12946994.000000 Penalty: 5889.932129
	Iteration 0F: 3 clusters Score -1.294699e+07 nChanged 68773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -12987024.000000 Penalty: 5889.932129
	Iteration 1F: 3 clusters Score -1.298702e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -12988775.000000 Penalty: 5889.932129
	Iteration 2Q: 3 clusters Score -1.298878e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -12991468.000000 Penalty: 5889.932129
	Iteration 3Q: 3 clusters Score -1.299147e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -12995419.000000 Penalty: 5889.932129
	Iteration 4F: 3 clusters Score -1.299542e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -13000696.000000 Penalty: 5889.932129
	Iteration 5F: 3 clusters Score -1.30007e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -13006687.000000 Penalty: 5889.932129
	Iteration 6F: 3 clusters Score -1.300669e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -13011710.000000 Penalty: 5889.932129
	Iteration 7F: 3 clusters Score -1.301171e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -13015072.000000 Penalty: 5889.932129
	Iteration 8F: 3 clusters Score -1.301507e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -13017176.000000 Penalty: 5889.932129
	Iteration 9Q: 3 clusters Score -1.301718e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -13018640.000000 Penalty: 5889.932129
	Iteration 10Q: 3 clusters Score -1.301864e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -13019765.000000 Penalty: 5889.932129
	Iteration 11Q: 3 clusters Score -1.301976e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -13020815.000000 Penalty: 5889.932129
	Iteration 12Q: 3 clusters Score -1.302082e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -13021991.000000 Penalty: 5889.932129
	Iteration 13Q: 3 clusters Score -1.302199e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -13023296.000000 Penalty: 5889.932129
	Iteration 14Q: 3 clusters Score -1.30233e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -13024963.000000 Penalty: 5889.932129
	Iteration 15Q: 3 clusters Score -1.302496e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -13027202.000000 Penalty: 5889.932129
	Iteration 16Q: 3 clusters Score -1.30272e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -13029885.000000 Penalty: 5889.932129
	Iteration 17Q: 3 clusters Score -1.302988e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -13032876.000000 Penalty: 5889.932129
	Iteration 18Q: 3 clusters Score -1.303288e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -13035697.000000 Penalty: 5889.932129
	Iteration 19Q: 3 clusters Score -1.30357e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -13038044.000000 Penalty: 5889.932129
	Iteration 20F: 3 clusters Score -1.303804e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134963 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -13039286.000000 Penalty: 5889.932129
	Iteration 21Q: 3 clusters Score -1.303929e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -13039906.000000 Penalty: 5889.932129
	Iteration 22Q: 3 clusters Score -1.303991e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136413 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -13040325.000000 Penalty: 5889.932129
	Iteration 23Q: 3 clusters Score -1.304032e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -13040521.000000 Penalty: 5889.932129
	Iteration 24Q: 3 clusters Score -1.304052e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -13040696.000000 Penalty: 5889.932129
	Iteration 25Q: 3 clusters Score -1.30407e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137734 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -13040763.000000 Penalty: 5889.932129
	Iteration 26Q: 3 clusters Score -1.304076e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138037 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -13040839.000000 Penalty: 5889.932129
	Iteration 27Q: 3 clusters Score -1.304084e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -13040906.000000 Penalty: 5889.932129
	Iteration 28Q: 3 clusters Score -1.304091e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -13040957.000000 Penalty: 5889.932129
	Iteration 29Q: 3 clusters Score -1.304096e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138700 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -13040994.000000 Penalty: 5889.932129
	Iteration 30Q: 3 clusters Score -1.304099e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -13041001.000000 Penalty: 5889.932129
	Iteration 31Q: 3 clusters Score -1.3041e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139014 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -13041006.000000 Penalty: 5889.932129
	Iteration 32Q: 3 clusters Score -1.304101e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -13041088.000000 Penalty: 5889.932129
	Iteration 33Q: 3 clusters Score -1.304109e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -13041110.000000 Penalty: 5889.932129
	Iteration 34Q: 3 clusters Score -1.304111e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -13041145.000000 Penalty: 5889.932129
	Iteration 35Q: 3 clusters Score -1.304114e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -13041175.000000 Penalty: 5889.932129
	Iteration 36Q: 3 clusters Score -1.304118e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -13041243.000000 Penalty: 5889.932129
	Iteration 37Q: 3 clusters Score -1.304124e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -13041267.000000 Penalty: 5889.932129
	Iteration 38Q: 3 clusters Score -1.304127e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139857 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -13041288.000000 Penalty: 5889.932129
	Iteration 39Q: 3 clusters Score -1.304129e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -13041306.000000 Penalty: 5889.932129
	Iteration 40F: 3 clusters Score -1.304131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140004 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13041333.000000 Penalty: 5889.932129
	Iteration 41Q: 3 clusters Score -1.304133e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140074 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -13041337.000000 Penalty: 5889.932129
	Iteration 42Q: 3 clusters Score -1.304134e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140143 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -13041330.000000 Penalty: 5889.932129
	Iteration 43Q: 3 clusters Score -1.304133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13041315.000000 Penalty: 5889.932129
	Iteration 44Q: 3 clusters Score -1.304132e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -13041325.000000 Penalty: 5889.932129
	Iteration 45Q: 3 clusters Score -1.304132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140276 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -13041346.000000 Penalty: 5889.932129
	Iteration 46Q: 3 clusters Score -1.304135e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -13041345.000000 Penalty: 5889.932129
	Iteration 47Q: 3 clusters Score -1.304134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -13041352.000000 Penalty: 5889.932129
	Iteration 48Q: 3 clusters Score -1.304135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -13041348.000000 Penalty: 5889.932129
	Iteration 49Q: 3 clusters Score -1.304135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -13041350.000000 Penalty: 5889.932129
	Iteration 50Q: 3 clusters Score -1.304135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -13041362.000000 Penalty: 5889.932129
	Iteration 51Q: 3 clusters Score -1.304136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13041377.000000 Penalty: 5889.932129
	Iteration 52Q: 3 clusters Score -1.304138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140471 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -13041409.000000 Penalty: 5889.932129
	Iteration 53Q: 3 clusters Score -1.304141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140505 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13041398.000000 Penalty: 5889.932129
	Iteration 54Q: 3 clusters Score -1.30414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140532 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -13041416.000000 Penalty: 5889.932129
	Iteration 55Q: 3 clusters Score -1.304142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -13041431.000000 Penalty: 5889.932129
	Iteration 56Q: 3 clusters Score -1.304143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -13041435.000000 Penalty: 5889.932129
	Iteration 57Q: 3 clusters Score -1.304144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140580 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -13041444.000000 Penalty: 5889.932129
	Iteration 58Q: 3 clusters Score -1.304144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140597 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -13041442.000000 Penalty: 5889.932129
	Iteration 59Q: 3 clusters Score -1.304144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13041441.000000 Penalty: 5889.932129
	Iteration 60F: 3 clusters Score -1.304144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140634 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -13041452.000000 Penalty: 5889.932129
	Iteration 61Q: 3 clusters Score -1.304145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -13041450.000000 Penalty: 5889.932129
	Iteration 62Q: 3 clusters Score -1.304145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140656 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -13041440.000000 Penalty: 5889.932129
	Iteration 63Q: 3 clusters Score -1.304144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13041437.000000 Penalty: 5889.932129
	Iteration 64Q: 3 clusters Score -1.304144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140676 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13041448.000000 Penalty: 5889.932129
	Iteration 65Q: 3 clusters Score -1.304145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -13041468.000000 Penalty: 5889.932129
	Iteration 66Q: 3 clusters Score -1.304147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -13041463.000000 Penalty: 5889.932129
	Iteration 67Q: 3 clusters Score -1.304146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -13041466.000000 Penalty: 5889.932129
	Iteration 68Q: 3 clusters Score -1.304147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -13041470.000000 Penalty: 5889.932129
	Iteration 69Q: 3 clusters Score -1.304147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -13041472.000000 Penalty: 5889.932129
	Iteration 70Q: 3 clusters Score -1.304147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140720 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -13041464.000000 Penalty: 5889.932129
	Iteration 71Q: 3 clusters Score -1.304146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -13041470.000000 Penalty: 5889.932129
	Iteration 72Q: 3 clusters Score -1.304147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140731 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -13041457.000000 Penalty: 5889.932129
	Iteration 73Q: 3 clusters Score -1.304146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -13041451.000000 Penalty: 5889.932129
	Iteration 74Q: 3 clusters Score -1.304145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140739 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13041453.000000 Penalty: 5889.932129
	Iteration 75Q: 3 clusters Score -1.304145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140739 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13041453.000000 Penalty: 5889.932129
	Iteration 76F: 3 clusters Score -1.304145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (188740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188740 members 
Entering Unmasked Estep 
Score: -16579459.000000 Penalty: 3012.735107
	Iteration 0F: 2 clusters Score -1.657946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -16452791.000000 Penalty: 6025.470215
	Iteration 0F: 3 clusters Score -1.645279e+07 nChanged 91033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -16506404.000000 Penalty: 6025.470215
	Iteration 1F: 3 clusters Score -1.65064e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -16507674.000000 Penalty: 6025.470215
	Iteration 2Q: 3 clusters Score -1.650767e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -16509275.000000 Penalty: 6025.470215
	Iteration 3Q: 3 clusters Score -1.650928e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106105 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -16511534.000000 Penalty: 6025.470215
	Iteration 4Q: 3 clusters Score -1.651153e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -16515019.000000 Penalty: 6025.470215
	Iteration 5Q: 3 clusters Score -1.651502e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -16520155.000000 Penalty: 6025.470215
	Iteration 6F: 3 clusters Score -1.652016e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -16527685.000000 Penalty: 6025.470215
	Iteration 7F: 3 clusters Score -1.652768e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142824 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -16537649.000000 Penalty: 6025.470215
	Iteration 8F: 3 clusters Score -1.653765e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -16548655.000000 Penalty: 6025.470215
	Iteration 9F: 3 clusters Score -1.654866e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -16558096.000000 Penalty: 6025.470215
	Iteration 10F: 3 clusters Score -1.65581e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -16564538.000000 Penalty: 6025.470215
	Iteration 11Q: 3 clusters Score -1.656454e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173627 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -16568465.000000 Penalty: 6025.470215
	Iteration 12Q: 3 clusters Score -1.656846e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -16570819.000000 Penalty: 6025.470215
	Iteration 13Q: 3 clusters Score -1.657082e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -16572121.000000 Penalty: 6025.470215
	Iteration 14Q: 3 clusters Score -1.657212e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -16573029.000000 Penalty: 6025.470215
	Iteration 15Q: 3 clusters Score -1.657303e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179919 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -16573700.000000 Penalty: 6025.470215
	Iteration 16Q: 3 clusters Score -1.65737e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180809 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -16574169.000000 Penalty: 6025.470215
	Iteration 17Q: 3 clusters Score -1.657417e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181579 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -16574560.000000 Penalty: 6025.470215
	Iteration 18Q: 3 clusters Score -1.657456e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182240 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -16574895.000000 Penalty: 6025.470215
	Iteration 19Q: 3 clusters Score -1.65749e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182825 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -16575071.000000 Penalty: 6025.470215
	Iteration 20F: 3 clusters Score -1.657507e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183330 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -16575263.000000 Penalty: 6025.470215
	Iteration 21Q: 3 clusters Score -1.657526e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183774 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -16575386.000000 Penalty: 6025.470215
	Iteration 22Q: 3 clusters Score -1.657539e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184165 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -16575505.000000 Penalty: 6025.470215
	Iteration 23Q: 3 clusters Score -1.65755e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184536 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -16575655.000000 Penalty: 6025.470215
	Iteration 24Q: 3 clusters Score -1.657566e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184891 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -16575842.000000 Penalty: 6025.470215
	Iteration 25Q: 3 clusters Score -1.657584e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185185 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -16575950.000000 Penalty: 6025.470215
	Iteration 26Q: 3 clusters Score -1.657595e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185424 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -16576055.000000 Penalty: 6025.470215
	Iteration 27Q: 3 clusters Score -1.657606e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185650 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -16576126.000000 Penalty: 6025.470215
	Iteration 28Q: 3 clusters Score -1.657613e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -16576211.000000 Penalty: 6025.470215
	Iteration 29Q: 3 clusters Score -1.657621e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -16576236.000000 Penalty: 6025.470215
	Iteration 30Q: 3 clusters Score -1.657624e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186233 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -16576337.000000 Penalty: 6025.470215
	Iteration 31Q: 3 clusters Score -1.657634e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186387 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -16576405.000000 Penalty: 6025.470215
	Iteration 32Q: 3 clusters Score -1.65764e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186533 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16576455.000000 Penalty: 6025.470215
	Iteration 33Q: 3 clusters Score -1.657646e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -16576537.000000 Penalty: 6025.470215
	Iteration 34Q: 3 clusters Score -1.657654e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186766 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -16576543.000000 Penalty: 6025.470215
	Iteration 35Q: 3 clusters Score -1.657654e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186858 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -16576624.000000 Penalty: 6025.470215
	Iteration 36Q: 3 clusters Score -1.657662e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186952 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -16576639.000000 Penalty: 6025.470215
	Iteration 37Q: 3 clusters Score -1.657664e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187022 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -16576701.000000 Penalty: 6025.470215
	Iteration 38Q: 3 clusters Score -1.65767e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -16576741.000000 Penalty: 6025.470215
	Iteration 39Q: 3 clusters Score -1.657674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187148 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16576767.000000 Penalty: 6025.470215
	Iteration 40F: 3 clusters Score -1.657677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -16576770.000000 Penalty: 6025.470215
	Iteration 41Q: 3 clusters Score -1.657677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187237 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16576783.000000 Penalty: 6025.470215
	Iteration 42Q: 3 clusters Score -1.657678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187287 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16576796.000000 Penalty: 6025.470215
	Iteration 43Q: 3 clusters Score -1.65768e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187324 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16576786.000000 Penalty: 6025.470215
	Iteration 44Q: 3 clusters Score -1.657679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187347 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16576784.000000 Penalty: 6025.470215
	Iteration 45Q: 3 clusters Score -1.657678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187365 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16576790.000000 Penalty: 6025.470215
	Iteration 46Q: 3 clusters Score -1.657679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187380 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16576789.000000 Penalty: 6025.470215
	Iteration 47Q: 3 clusters Score -1.657679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187398 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16576793.000000 Penalty: 6025.470215
	Iteration 48Q: 3 clusters Score -1.657679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187410 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16576809.000000 Penalty: 6025.470215
	Iteration 49Q: 3 clusters Score -1.657681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16576808.000000 Penalty: 6025.470215
	Iteration 50Q: 3 clusters Score -1.657681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187429 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16576820.000000 Penalty: 6025.470215
	Iteration 51Q: 3 clusters Score -1.657682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187435 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16576836.000000 Penalty: 6025.470215
	Iteration 52Q: 3 clusters Score -1.657684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187441 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16576839.000000 Penalty: 6025.470215
	Iteration 53Q: 3 clusters Score -1.657684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187445 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16576830.000000 Penalty: 6025.470215
	Iteration 54Q: 3 clusters Score -1.657683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16576833.000000 Penalty: 6025.470215
	Iteration 55Q: 3 clusters Score -1.657683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187459 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16576845.000000 Penalty: 6025.470215
	Iteration 56Q: 3 clusters Score -1.657684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187460 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16576845.000000 Penalty: 6025.470215
	Iteration 57Q: 3 clusters Score -1.657684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16576841.000000 Penalty: 6025.470215
	Iteration 58Q: 3 clusters Score -1.657684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16576851.000000 Penalty: 6025.470215
	Iteration 59Q: 3 clusters Score -1.657685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187474 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16576857.000000 Penalty: 6025.470215
	Iteration 60F: 3 clusters Score -1.657686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187480 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16576836.000000 Penalty: 6025.470215
	Iteration 61Q: 3 clusters Score -1.657684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187488 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -16576842.000000 Penalty: 6025.470215
	Iteration 62Q: 3 clusters Score -1.657684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187494 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -16576856.000000 Penalty: 6025.470215
	Iteration 63Q: 3 clusters Score -1.657686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187497 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16576841.000000 Penalty: 6025.470215
	Iteration 64Q: 3 clusters Score -1.657684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187498 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16576846.000000 Penalty: 6025.470215
	Iteration 65Q: 3 clusters Score -1.657685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187498 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16576846.000000 Penalty: 6025.470215
	Iteration 66F: 3 clusters Score -1.657685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (382547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382547 members 
Entering Unmasked Estep 
Score: -33805168.000000 Penalty: 3187.942383
	Iteration 0F: 2 clusters Score -3.380517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190820 members 
Mstep: Class 2 contains 191727 members 
Entering Unmasked Estep 
Score: -33548882.000000 Penalty: 6375.884766
	Iteration 0F: 3 clusters Score -3.354888e+07 nChanged 185907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 201416 members 
Entering Unmasked Estep 
Score: -33662316.000000 Penalty: 6375.884766
	Iteration 1F: 3 clusters Score -3.366232e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175337 members 
Mstep: Class 2 contains 207210 members 
Entering Unmasked Estep 
Score: -33666440.000000 Penalty: 6375.884766
	Iteration 2Q: 3 clusters Score -3.366644e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 215694 members 
Entering Unmasked Estep 
Score: -33672956.000000 Penalty: 6375.884766
	Iteration 3Q: 3 clusters Score -3.367296e+07 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Mstep: Class 2 contains 227623 members 
Entering Unmasked Estep 
Score: -33683428.000000 Penalty: 6375.884766
	Iteration 4Q: 3 clusters Score -3.368343e+07 nChanged 22743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139617 members 
Mstep: Class 2 contains 242930 members 
Entering Unmasked Estep 
Score: -33699120.000000 Penalty: 6375.884766
	Iteration 5F: 3 clusters Score -3.369912e+07 nChanged 25480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 260012 members 
Entering Unmasked Estep 
Score: -33720808.000000 Penalty: 6375.884766
	Iteration 6F: 3 clusters Score -3.372081e+07 nChanged 24967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 275013 members 
Entering Unmasked Estep 
Score: -33743568.000000 Penalty: 6375.884766
	Iteration 7F: 3 clusters Score -3.374357e+07 nChanged 21419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 285150 members 
Entering Unmasked Estep 
Score: -33761236.000000 Penalty: 6375.884766
	Iteration 8F: 3 clusters Score -3.376124e+07 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 291164 members 
Entering Unmasked Estep 
Score: -33771220.000000 Penalty: 6375.884766
	Iteration 9Q: 3 clusters Score -3.377122e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 295156 members 
Entering Unmasked Estep 
Score: -33775788.000000 Penalty: 6375.884766
	Iteration 10Q: 3 clusters Score -3.377579e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 298197 members 
Entering Unmasked Estep 
Score: -33778152.000000 Penalty: 6375.884766
	Iteration 11Q: 3 clusters Score -3.377815e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 300817 members 
Entering Unmasked Estep 
Score: -33779784.000000 Penalty: 6375.884766
	Iteration 12Q: 3 clusters Score -3.377978e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 303182 members 
Entering Unmasked Estep 
Score: -33780860.000000 Penalty: 6375.884766
	Iteration 13Q: 3 clusters Score -3.378086e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 305348 members 
Entering Unmasked Estep 
Score: -33781504.000000 Penalty: 6375.884766
	Iteration 14Q: 3 clusters Score -3.37815e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 307467 members 
Entering Unmasked Estep 
Score: -33782284.000000 Penalty: 6375.884766
	Iteration 15Q: 3 clusters Score -3.378228e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 309517 members 
Entering Unmasked Estep 
Score: -33782832.000000 Penalty: 6375.884766
	Iteration 16Q: 3 clusters Score -3.378283e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 311518 members 
Entering Unmasked Estep 
Score: -33783212.000000 Penalty: 6375.884766
	Iteration 17Q: 3 clusters Score -3.378321e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 313549 members 
Entering Unmasked Estep 
Score: -33783684.000000 Penalty: 6375.884766
	Iteration 18Q: 3 clusters Score -3.378368e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 315633 members 
Entering Unmasked Estep 
Score: -33784060.000000 Penalty: 6375.884766
	Iteration 19Q: 3 clusters Score -3.378406e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 317874 members 
Entering Unmasked Estep 
Score: -33784332.000000 Penalty: 6375.884766
	Iteration 20F: 3 clusters Score -3.378433e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 320306 members 
Entering Unmasked Estep 
Score: -33784548.000000 Penalty: 6375.884766
	Iteration 21Q: 3 clusters Score -3.378455e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 322858 members 
Entering Unmasked Estep 
Score: -33785012.000000 Penalty: 6375.884766
	Iteration 22Q: 3 clusters Score -3.378501e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 325604 members 
Entering Unmasked Estep 
Score: -33785448.000000 Penalty: 6375.884766
	Iteration 23Q: 3 clusters Score -3.378545e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 328624 members 
Entering Unmasked Estep 
Score: -33786072.000000 Penalty: 6375.884766
	Iteration 24Q: 3 clusters Score -3.378607e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 331840 members 
Entering Unmasked Estep 
Score: -33786836.000000 Penalty: 6375.884766
	Iteration 25Q: 3 clusters Score -3.378684e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 335220 members 
Entering Unmasked Estep 
Score: -33787720.000000 Penalty: 6375.884766
	Iteration 26Q: 3 clusters Score -3.378772e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 338815 members 
Entering Unmasked Estep 
Score: -33788680.000000 Penalty: 6375.884766
	Iteration 27Q: 3 clusters Score -3.378868e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 342569 members 
Entering Unmasked Estep 
Score: -33789712.000000 Penalty: 6375.884766
	Iteration 28Q: 3 clusters Score -3.378971e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 346437 members 
Entering Unmasked Estep 
Score: -33791012.000000 Penalty: 6375.884766
	Iteration 29Q: 3 clusters Score -3.379101e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 350436 members 
Entering Unmasked Estep 
Score: -33792220.000000 Penalty: 6375.884766
	Iteration 30Q: 3 clusters Score -3.379222e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 354427 members 
Entering Unmasked Estep 
Score: -33793508.000000 Penalty: 6375.884766
	Iteration 31Q: 3 clusters Score -3.379351e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 358364 members 
Entering Unmasked Estep 
Score: -33794888.000000 Penalty: 6375.884766
	Iteration 32Q: 3 clusters Score -3.379489e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 362054 members 
Entering Unmasked Estep 
Score: -33796324.000000 Penalty: 6375.884766
	Iteration 33Q: 3 clusters Score -3.379632e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 365447 members 
Entering Unmasked Estep 
Score: -33797612.000000 Penalty: 6375.884766
	Iteration 34Q: 3 clusters Score -3.379761e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 368465 members 
Entering Unmasked Estep 
Score: -33798836.000000 Penalty: 6375.884766
	Iteration 35Q: 3 clusters Score -3.379884e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 371030 members 
Entering Unmasked Estep 
Score: -33799812.000000 Penalty: 6375.884766
	Iteration 36Q: 3 clusters Score -3.379981e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 373081 members 
Entering Unmasked Estep 
Score: -33800632.000000 Penalty: 6375.884766
	Iteration 37Q: 3 clusters Score -3.380063e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 374707 members 
Entering Unmasked Estep 
Score: -33801080.000000 Penalty: 6375.884766
	Iteration 38Q: 3 clusters Score -3.380108e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 375945 members 
Entering Unmasked Estep 
Score: -33801444.000000 Penalty: 6375.884766
	Iteration 39Q: 3 clusters Score -3.380144e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 376931 members 
Entering Unmasked Estep 
Score: -33801800.000000 Penalty: 6375.884766
	Iteration 40F: 3 clusters Score -3.38018e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 377728 members 
Entering Unmasked Estep 
Score: -33801984.000000 Penalty: 6375.884766
	Iteration 41Q: 3 clusters Score -3.380198e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 378301 members 
Entering Unmasked Estep 
Score: -33802132.000000 Penalty: 6375.884766
	Iteration 42Q: 3 clusters Score -3.380213e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 378744 members 
Entering Unmasked Estep 
Score: -33802292.000000 Penalty: 6375.884766
	Iteration 43Q: 3 clusters Score -3.380229e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 379077 members 
Entering Unmasked Estep 
Score: -33802308.000000 Penalty: 6375.884766
	Iteration 44Q: 3 clusters Score -3.380231e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 379334 members 
Entering Unmasked Estep 
Score: -33802396.000000 Penalty: 6375.884766
	Iteration 45Q: 3 clusters Score -3.38024e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 379543 members 
Entering Unmasked Estep 
Score: -33802480.000000 Penalty: 6375.884766
	Iteration 46Q: 3 clusters Score -3.380248e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 379726 members 
Entering Unmasked Estep 
Score: -33802548.000000 Penalty: 6375.884766
	Iteration 47Q: 3 clusters Score -3.380255e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 379855 members 
Entering Unmasked Estep 
Score: -33802580.000000 Penalty: 6375.884766
	Iteration 48Q: 3 clusters Score -3.380258e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 379960 members 
Entering Unmasked Estep 
Score: -33802596.000000 Penalty: 6375.884766
	Iteration 49Q: 3 clusters Score -3.38026e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 380075 members 
Entering Unmasked Estep 
Score: -33802672.000000 Penalty: 6375.884766
	Iteration 50Q: 3 clusters Score -3.380267e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 380159 members 
Entering Unmasked Estep 
Score: -33802728.000000 Penalty: 6375.884766
	Iteration 51Q: 3 clusters Score -3.380273e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 380227 members 
Entering Unmasked Estep 
Score: -33802764.000000 Penalty: 6375.884766
	Iteration 52Q: 3 clusters Score -3.380276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 380276 members 
Entering Unmasked Estep 
Score: -33802764.000000 Penalty: 6375.884766
	Iteration 53Q: 3 clusters Score -3.380276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 380317 members 
Entering Unmasked Estep 
Score: -33802736.000000 Penalty: 6375.884766
	Iteration 54Q: 3 clusters Score -3.380274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 380350 members 
Entering Unmasked Estep 
Score: -33802772.000000 Penalty: 6375.884766
	Iteration 55Q: 3 clusters Score -3.380277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 380386 members 
Entering Unmasked Estep 
Score: -33802752.000000 Penalty: 6375.884766
	Iteration 56Q: 3 clusters Score -3.380275e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 380418 members 
Entering Unmasked Estep 
Score: -33802736.000000 Penalty: 6375.884766
	Iteration 57Q: 3 clusters Score -3.380274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 380434 members 
Entering Unmasked Estep 
Score: -33802724.000000 Penalty: 6375.884766
	Iteration 58Q: 3 clusters Score -3.380272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 380458 members 
Entering Unmasked Estep 
Score: -33802776.000000 Penalty: 6375.884766
	Iteration 59Q: 3 clusters Score -3.380278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 380474 members 
Entering Unmasked Estep 
Score: -33802780.000000 Penalty: 6375.884766
	Iteration 60F: 3 clusters Score -3.380278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 380499 members 
Entering Unmasked Estep 
Score: -33802796.000000 Penalty: 6375.884766
	Iteration 61Q: 3 clusters Score -3.38028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 380513 members 
Entering Unmasked Estep 
Score: -33802796.000000 Penalty: 6375.884766
	Iteration 62Q: 3 clusters Score -3.38028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 380523 members 
Entering Unmasked Estep 
Score: -33802776.000000 Penalty: 6375.884766
	Iteration 63Q: 3 clusters Score -3.380278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 380537 members 
Entering Unmasked Estep 
Score: -33802784.000000 Penalty: 6375.884766
	Iteration 64Q: 3 clusters Score -3.380278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 380548 members 
Entering Unmasked Estep 
Score: -33802788.000000 Penalty: 6375.884766
	Iteration 65Q: 3 clusters Score -3.380279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 380562 members 
Entering Unmasked Estep 
Score: -33802788.000000 Penalty: 6375.884766
	Iteration 66Q: 3 clusters Score -3.380279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 380573 members 
Entering Unmasked Estep 
Score: -33802800.000000 Penalty: 6375.884766
	Iteration 67Q: 3 clusters Score -3.38028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 380588 members 
Entering Unmasked Estep 
Score: -33802788.000000 Penalty: 6375.884766
	Iteration 68Q: 3 clusters Score -3.380279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 380595 members 
Entering Unmasked Estep 
Score: -33802796.000000 Penalty: 6375.884766
	Iteration 69Q: 3 clusters Score -3.38028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 380596 members 
Entering Unmasked Estep 
Score: -33802804.000000 Penalty: 6375.884766
	Iteration 70Q: 3 clusters Score -3.38028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 380595 members 
Entering Unmasked Estep 
Score: -33802788.000000 Penalty: 6375.884766
	Iteration 71Q: 3 clusters Score -3.380279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 380599 members 
Entering Unmasked Estep 
Score: -33802784.000000 Penalty: 6375.884766
	Iteration 72Q: 3 clusters Score -3.380278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 380600 members 
Entering Unmasked Estep 
Score: -33802784.000000 Penalty: 6375.884766
	Iteration 73Q: 3 clusters Score -3.380278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 380601 members 
Entering Unmasked Estep 
Score: -33802788.000000 Penalty: 6375.884766
	Iteration 74Q: 3 clusters Score -3.380279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 380601 members 
Entering Unmasked Estep 
Score: -33802788.000000 Penalty: 6375.884766
	Iteration 75F: 3 clusters Score -3.380279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Entering Unmasked Estep 
Score: -2238288.500000 Penalty: 2517.024414
	Iteration 0F: 2 clusters Score -2238288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2220435.250000 Penalty: 5034.048828
	Iteration 0F: 3 clusters Score -2220435 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2226912.750000 Penalty: 5034.048828
	Iteration 1F: 3 clusters Score -2226913 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2227456.750000 Penalty: 5034.048828
	Iteration 2F: 3 clusters Score -2227457 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2227974.250000 Penalty: 5034.048828
	Iteration 3Q: 3 clusters Score -2227974 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2228486.750000 Penalty: 5034.048828
	Iteration 4Q: 3 clusters Score -2228487 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2229074.250000 Penalty: 5034.048828
	Iteration 5Q: 3 clusters Score -2229074 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2229802.500000 Penalty: 5034.048828
	Iteration 6Q: 3 clusters Score -2229802 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2230730.000000 Penalty: 5034.048828
	Iteration 7F: 3 clusters Score -2230730 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2231728.750000 Penalty: 5034.048828
	Iteration 8F: 3 clusters Score -2231729 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2232769.000000 Penalty: 5034.048828
	Iteration 9F: 3 clusters Score -2232769 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2233686.250000 Penalty: 5034.048828
	Iteration 10Q: 3 clusters Score -2233686 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2234441.500000 Penalty: 5034.048828
	Iteration 11Q: 3 clusters Score -2234442 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2234969.250000 Penalty: 5034.048828
	Iteration 12Q: 3 clusters Score -2234969 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2235313.750000 Penalty: 5034.048828
	Iteration 13Q: 3 clusters Score -2235314 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2235574.000000 Penalty: 5034.048828
	Iteration 14Q: 3 clusters Score -2235574 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2235744.750000 Penalty: 5034.048828
	Iteration 15Q: 3 clusters Score -2235745 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2235850.250000 Penalty: 5034.048828
	Iteration 16Q: 3 clusters Score -2235850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2235922.250000 Penalty: 5034.048828
	Iteration 17Q: 3 clusters Score -2235922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2235964.000000 Penalty: 5034.048828
	Iteration 18Q: 3 clusters Score -2235964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2236003.250000 Penalty: 5034.048828
	Iteration 19Q: 3 clusters Score -2236003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2236029.500000 Penalty: 5034.048828
	Iteration 20F: 3 clusters Score -2236030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2236055.000000 Penalty: 5034.048828
	Iteration 21Q: 3 clusters Score -2236055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2236075.500000 Penalty: 5034.048828
	Iteration 22Q: 3 clusters Score -2236076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2236101.750000 Penalty: 5034.048828
	Iteration 23Q: 3 clusters Score -2236102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2236118.500000 Penalty: 5034.048828
	Iteration 24Q: 3 clusters Score -2236118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2236132.750000 Penalty: 5034.048828
	Iteration 25Q: 3 clusters Score -2236133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2236137.000000 Penalty: 5034.048828
	Iteration 26Q: 3 clusters Score -2236137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2236138.750000 Penalty: 5034.048828
	Iteration 27Q: 3 clusters Score -2236139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2236138.250000 Penalty: 5034.048828
	Iteration 28Q: 3 clusters Score -2236138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2236142.000000 Penalty: 5034.048828
	Iteration 29Q: 3 clusters Score -2236142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2236145.250000 Penalty: 5034.048828
	Iteration 30Q: 3 clusters Score -2236145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2236152.000000 Penalty: 5034.048828
	Iteration 31Q: 3 clusters Score -2236152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2236152.000000 Penalty: 5034.048828
	Iteration 32Q: 3 clusters Score -2236152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2236154.000000 Penalty: 5034.048828
	Iteration 33Q: 3 clusters Score -2236154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2236152.250000 Penalty: 5034.048828
	Iteration 34Q: 3 clusters Score -2236152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2236153.500000 Penalty: 5034.048828
	Iteration 35Q: 3 clusters Score -2236154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2236156.000000 Penalty: 5034.048828
	Iteration 36Q: 3 clusters Score -2236156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2236155.000000 Penalty: 5034.048828
	Iteration 37Q: 3 clusters Score -2236155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2236157.500000 Penalty: 5034.048828
	Iteration 38Q: 3 clusters Score -2236158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2236163.250000 Penalty: 5034.048828
	Iteration 39Q: 3 clusters Score -2236163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2236168.000000 Penalty: 5034.048828
	Iteration 40F: 3 clusters Score -2236168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2236171.000000 Penalty: 5034.048828
	Iteration 41Q: 3 clusters Score -2236171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2236170.000000 Penalty: 5034.048828
	Iteration 42Q: 3 clusters Score -2236170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2236170.750000 Penalty: 5034.048828
	Iteration 43Q: 3 clusters Score -2236171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2236168.750000 Penalty: 5034.048828
	Iteration 44Q: 3 clusters Score -2236169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2236172.500000 Penalty: 5034.048828
	Iteration 45Q: 3 clusters Score -2236172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2236173.250000 Penalty: 5034.048828
	Iteration 46Q: 3 clusters Score -2236173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2236174.750000 Penalty: 5034.048828
	Iteration 47Q: 3 clusters Score -2236175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2236178.500000 Penalty: 5034.048828
	Iteration 48Q: 3 clusters Score -2236178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2236179.500000 Penalty: 5034.048828
	Iteration 49Q: 3 clusters Score -2236180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2236180.250000 Penalty: 5034.048828
	Iteration 50Q: 3 clusters Score -2236180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2236180.250000 Penalty: 5034.048828
	Iteration 51F: 3 clusters Score -2236180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Entering Unmasked Estep 
Score: -2859902.000000 Penalty: 2579.564941
	Iteration 0F: 2 clusters Score -2859902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2837449.000000 Penalty: 5159.129883
	Iteration 0F: 3 clusters Score -2837449 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2845541.250000 Penalty: 5159.129883
	Iteration 1F: 3 clusters Score -2845541 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2846076.500000 Penalty: 5159.129883
	Iteration 2Q: 3 clusters Score -2846076 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2846697.500000 Penalty: 5159.129883
	Iteration 3Q: 3 clusters Score -2846698 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2847361.750000 Penalty: 5159.129883
	Iteration 4Q: 3 clusters Score -2847362 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2848133.000000 Penalty: 5159.129883
	Iteration 5Q: 3 clusters Score -2848133 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2848874.000000 Penalty: 5159.129883
	Iteration 6Q: 3 clusters Score -2848874 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2849594.500000 Penalty: 5159.129883
	Iteration 7Q: 3 clusters Score -2849594 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2850320.500000 Penalty: 5159.129883
	Iteration 8Q: 3 clusters Score -2850320 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2851024.250000 Penalty: 5159.129883
	Iteration 9Q: 3 clusters Score -2851024 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2851667.000000 Penalty: 5159.129883
	Iteration 10Q: 3 clusters Score -2851667 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2852314.250000 Penalty: 5159.129883
	Iteration 11Q: 3 clusters Score -2852314 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2853013.750000 Penalty: 5159.129883
	Iteration 12Q: 3 clusters Score -2853014 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2853810.000000 Penalty: 5159.129883
	Iteration 13Q: 3 clusters Score -2853810 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2854656.250000 Penalty: 5159.129883
	Iteration 14Q: 3 clusters Score -2854656 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2855333.250000 Penalty: 5159.129883
	Iteration 15Q: 3 clusters Score -2855333 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2855752.500000 Penalty: 5159.129883
	Iteration 16Q: 3 clusters Score -2855752 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2856054.750000 Penalty: 5159.129883
	Iteration 17Q: 3 clusters Score -2856055 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2856311.500000 Penalty: 5159.129883
	Iteration 18Q: 3 clusters Score -2856312 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2856511.500000 Penalty: 5159.129883
	Iteration 19Q: 3 clusters Score -2856512 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2856685.000000 Penalty: 5159.129883
	Iteration 20F: 3 clusters Score -2856685 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2856826.750000 Penalty: 5159.129883
	Iteration 21Q: 3 clusters Score -2856827 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2856981.250000 Penalty: 5159.129883
	Iteration 22Q: 3 clusters Score -2856981 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2857118.250000 Penalty: 5159.129883
	Iteration 23Q: 3 clusters Score -2857118 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2857242.750000 Penalty: 5159.129883
	Iteration 24Q: 3 clusters Score -2857243 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2857354.750000 Penalty: 5159.129883
	Iteration 25Q: 3 clusters Score -2857355 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2857419.250000 Penalty: 5159.129883
	Iteration 26Q: 3 clusters Score -2857419 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2857455.750000 Penalty: 5159.129883
	Iteration 27Q: 3 clusters Score -2857456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2857481.750000 Penalty: 5159.129883
	Iteration 28Q: 3 clusters Score -2857482 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2857512.250000 Penalty: 5159.129883
	Iteration 29Q: 3 clusters Score -2857512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2857527.000000 Penalty: 5159.129883
	Iteration 30Q: 3 clusters Score -2857527 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2857538.500000 Penalty: 5159.129883
	Iteration 31Q: 3 clusters Score -2857538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2857546.250000 Penalty: 5159.129883
	Iteration 32Q: 3 clusters Score -2857546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2857555.000000 Penalty: 5159.129883
	Iteration 33Q: 3 clusters Score -2857555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2857564.500000 Penalty: 5159.129883
	Iteration 34Q: 3 clusters Score -2857564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2857568.250000 Penalty: 5159.129883
	Iteration 35Q: 3 clusters Score -2857568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2857571.500000 Penalty: 5159.129883
	Iteration 36Q: 3 clusters Score -2857572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2857571.000000 Penalty: 5159.129883
	Iteration 37Q: 3 clusters Score -2857571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2857573.500000 Penalty: 5159.129883
	Iteration 38Q: 3 clusters Score -2857574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2857572.500000 Penalty: 5159.129883
	Iteration 39Q: 3 clusters Score -2857572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2857574.750000 Penalty: 5159.129883
	Iteration 40F: 3 clusters Score -2857575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2857576.250000 Penalty: 5159.129883
	Iteration 41Q: 3 clusters Score -2857576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2857579.250000 Penalty: 5159.129883
	Iteration 42Q: 3 clusters Score -2857579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2857581.000000 Penalty: 5159.129883
	Iteration 43Q: 3 clusters Score -2857581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2857592.250000 Penalty: 5159.129883
	Iteration 44Q: 3 clusters Score -2857592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2857588.750000 Penalty: 5159.129883
	Iteration 45Q: 3 clusters Score -2857589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2857596.000000 Penalty: 5159.129883
	Iteration 46Q: 3 clusters Score -2857596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2857598.000000 Penalty: 5159.129883
	Iteration 47Q: 3 clusters Score -2857598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2857602.250000 Penalty: 5159.129883
	Iteration 48Q: 3 clusters Score -2857602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2857602.750000 Penalty: 5159.129883
	Iteration 49Q: 3 clusters Score -2857603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2857602.500000 Penalty: 5159.129883
	Iteration 50Q: 3 clusters Score -2857602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2857604.500000 Penalty: 5159.129883
	Iteration 51Q: 3 clusters Score -2857604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2857605.500000 Penalty: 5159.129883
	Iteration 52Q: 3 clusters Score -2857606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2857611.250000 Penalty: 5159.129883
	Iteration 53Q: 3 clusters Score -2857611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2857608.750000 Penalty: 5159.129883
	Iteration 54Q: 3 clusters Score -2857609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2857610.250000 Penalty: 5159.129883
	Iteration 55Q: 3 clusters Score -2857610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2857610.250000 Penalty: 5159.129883
	Iteration 56Q: 3 clusters Score -2857610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2857608.750000 Penalty: 5159.129883
	Iteration 57Q: 3 clusters Score -2857609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2857605.500000 Penalty: 5159.129883
	Iteration 58Q: 3 clusters Score -2857606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2857605.000000 Penalty: 5159.129883
	Iteration 59Q: 3 clusters Score -2857605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2857605.750000 Penalty: 5159.129883
	Iteration 60F: 3 clusters Score -2857606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2857606.750000 Penalty: 5159.129883
	Iteration 61Q: 3 clusters Score -2857607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2857607.250000 Penalty: 5159.129883
	Iteration 62Q: 3 clusters Score -2857607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2857607.250000 Penalty: 5159.129883
	Iteration 63F: 3 clusters Score -2857607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -743972.937500 Penalty: 2255.096680
	Iteration 0F: 2 clusters Score -743972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -736958.000000 Penalty: 4510.193359
	Iteration 0F: 3 clusters Score -736958 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -739025.562500 Penalty: 4510.193359
	Iteration 1F: 3 clusters Score -739025.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -739580.562500 Penalty: 4510.193359
	Iteration 2F: 3 clusters Score -739580.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -740123.000000 Penalty: 4510.193359
	Iteration 3F: 3 clusters Score -740123 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -740577.500000 Penalty: 4510.193359
	Iteration 4F: 3 clusters Score -740577.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -740940.437500 Penalty: 4510.193359
	Iteration 5F: 3 clusters Score -740940.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -741343.437500 Penalty: 4510.193359
	Iteration 6F: 3 clusters Score -741343.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -741711.812500 Penalty: 4510.193359
	Iteration 7F: 3 clusters Score -741711.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -742030.625000 Penalty: 4510.193359
	Iteration 8Q: 3 clusters Score -742030.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -742268.250000 Penalty: 4510.193359
	Iteration 9Q: 3 clusters Score -742268.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -742471.750000 Penalty: 4510.193359
	Iteration 10Q: 3 clusters Score -742471.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -742642.937500 Penalty: 4510.193359
	Iteration 11Q: 3 clusters Score -742642.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -742801.062500 Penalty: 4510.193359
	Iteration 12Q: 3 clusters Score -742801.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -742903.000000 Penalty: 4510.193359
	Iteration 13Q: 3 clusters Score -742903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -742989.500000 Penalty: 4510.193359
	Iteration 14Q: 3 clusters Score -742989.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -743055.875000 Penalty: 4510.193359
	Iteration 15Q: 3 clusters Score -743055.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -743102.687500 Penalty: 4510.193359
	Iteration 16Q: 3 clusters Score -743102.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -743129.062500 Penalty: 4510.193359
	Iteration 17Q: 3 clusters Score -743129.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -743147.875000 Penalty: 4510.193359
	Iteration 18Q: 3 clusters Score -743147.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -743157.312500 Penalty: 4510.193359
	Iteration 19Q: 3 clusters Score -743157.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -743161.500000 Penalty: 4510.193359
	Iteration 20F: 3 clusters Score -743161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -743167.312500 Penalty: 4510.193359
	Iteration 21Q: 3 clusters Score -743167.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -743170.375000 Penalty: 4510.193359
	Iteration 22Q: 3 clusters Score -743170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -743173.625000 Penalty: 4510.193359
	Iteration 23Q: 3 clusters Score -743173.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -743175.875000 Penalty: 4510.193359
	Iteration 24Q: 3 clusters Score -743175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -743177.500000 Penalty: 4510.193359
	Iteration 25Q: 3 clusters Score -743177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -743179.562500 Penalty: 4510.193359
	Iteration 26Q: 3 clusters Score -743179.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -743178.937500 Penalty: 4510.193359
	Iteration 27Q: 3 clusters Score -743178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -743179.187500 Penalty: 4510.193359
	Iteration 28Q: 3 clusters Score -743179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -743183.750000 Penalty: 4510.193359
	Iteration 29Q: 3 clusters Score -743183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -743185.812500 Penalty: 4510.193359
	Iteration 30Q: 3 clusters Score -743185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -743187.875000 Penalty: 4510.193359
	Iteration 31Q: 3 clusters Score -743187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -743190.250000 Penalty: 4510.193359
	Iteration 32Q: 3 clusters Score -743190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -743189.750000 Penalty: 4510.193359
	Iteration 33Q: 3 clusters Score -743189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -743191.000000 Penalty: 4510.193359
	Iteration 34Q: 3 clusters Score -743191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -743191.000000 Penalty: 4510.193359
	Iteration 35Q: 3 clusters Score -743191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -743191.187500 Penalty: 4510.193359
	Iteration 36Q: 3 clusters Score -743191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -743189.187500 Penalty: 4510.193359
	Iteration 37Q: 3 clusters Score -743189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -743192.250000 Penalty: 4510.193359
	Iteration 38Q: 3 clusters Score -743192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -743192.625000 Penalty: 4510.193359
	Iteration 39Q: 3 clusters Score -743192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -743192.625000 Penalty: 4510.193359
	Iteration 40F: 3 clusters Score -743192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Entering Unmasked Estep 
Score: -1319322.750000 Penalty: 2380.753174
	Iteration 0F: 2 clusters Score -1319323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1308633.875000 Penalty: 4761.506348
	Iteration 0F: 3 clusters Score -1308634 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1312027.125000 Penalty: 4761.506348
	Iteration 1F: 3 clusters Score -1312027 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1312422.750000 Penalty: 4761.506348
	Iteration 2F: 3 clusters Score -1312423 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1312693.875000 Penalty: 4761.506348
	Iteration 3Q: 3 clusters Score -1312694 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1312895.875000 Penalty: 4761.506348
	Iteration 4Q: 3 clusters Score -1312896 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1313041.500000 Penalty: 4761.506348
	Iteration 5Q: 3 clusters Score -1313042 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1313156.500000 Penalty: 4761.506348
	Iteration 6Q: 3 clusters Score -1313156 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1313256.625000 Penalty: 4761.506348
	Iteration 7Q: 3 clusters Score -1313257 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1313365.250000 Penalty: 4761.506348
	Iteration 8Q: 3 clusters Score -1313365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1313498.750000 Penalty: 4761.506348
	Iteration 9Q: 3 clusters Score -1313499 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1313664.000000 Penalty: 4761.506348
	Iteration 10Q: 3 clusters Score -1313664 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1313868.375000 Penalty: 4761.506348
	Iteration 11Q: 3 clusters Score -1313868 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1314156.000000 Penalty: 4761.506348
	Iteration 12Q: 3 clusters Score -1314156 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1314511.250000 Penalty: 4761.506348
	Iteration 13Q: 3 clusters Score -1314511 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1314923.500000 Penalty: 4761.506348
	Iteration 14Q: 3 clusters Score -1314924 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1315397.000000 Penalty: 4761.506348
	Iteration 15Q: 3 clusters Score -1315397 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1315923.125000 Penalty: 4761.506348
	Iteration 16Q: 3 clusters Score -1315923 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1316420.625000 Penalty: 4761.506348
	Iteration 17Q: 3 clusters Score -1316421 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1316844.125000 Penalty: 4761.506348
	Iteration 18Q: 3 clusters Score -1316844 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1317173.000000 Penalty: 4761.506348
	Iteration 19Q: 3 clusters Score -1317173 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1317393.750000 Penalty: 4761.506348
	Iteration 20F: 3 clusters Score -1317394 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1317541.750000 Penalty: 4761.506348
	Iteration 21Q: 3 clusters Score -1317542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1317673.125000 Penalty: 4761.506348
	Iteration 22Q: 3 clusters Score -1317673 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1317762.125000 Penalty: 4761.506348
	Iteration 23Q: 3 clusters Score -1317762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1317832.625000 Penalty: 4761.506348
	Iteration 24Q: 3 clusters Score -1317833 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1317876.500000 Penalty: 4761.506348
	Iteration 25Q: 3 clusters Score -1317876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1317923.875000 Penalty: 4761.506348
	Iteration 26Q: 3 clusters Score -1317924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1317968.500000 Penalty: 4761.506348
	Iteration 27Q: 3 clusters Score -1317968 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1318018.625000 Penalty: 4761.506348
	Iteration 28Q: 3 clusters Score -1318019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1318060.500000 Penalty: 4761.506348
	Iteration 29Q: 3 clusters Score -1318060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1318101.125000 Penalty: 4761.506348
	Iteration 30Q: 3 clusters Score -1318101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1318138.875000 Penalty: 4761.506348
	Iteration 31Q: 3 clusters Score -1318139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1318165.625000 Penalty: 4761.506348
	Iteration 32Q: 3 clusters Score -1318166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1318185.125000 Penalty: 4761.506348
	Iteration 33Q: 3 clusters Score -1318185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1318197.750000 Penalty: 4761.506348
	Iteration 34Q: 3 clusters Score -1318198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1318203.125000 Penalty: 4761.506348
	Iteration 35Q: 3 clusters Score -1318203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1318212.500000 Penalty: 4761.506348
	Iteration 36Q: 3 clusters Score -1318212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1318215.625000 Penalty: 4761.506348
	Iteration 37Q: 3 clusters Score -1318216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1318216.000000 Penalty: 4761.506348
	Iteration 38Q: 3 clusters Score -1318216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1318221.000000 Penalty: 4761.506348
	Iteration 39Q: 3 clusters Score -1318221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1318227.125000 Penalty: 4761.506348
	Iteration 40F: 3 clusters Score -1318227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1318232.375000 Penalty: 4761.506348
	Iteration 41Q: 3 clusters Score -1318232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1318235.250000 Penalty: 4761.506348
	Iteration 42Q: 3 clusters Score -1318235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1318239.875000 Penalty: 4761.506348
	Iteration 43Q: 3 clusters Score -1318240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1318241.000000 Penalty: 4761.506348
	Iteration 44Q: 3 clusters Score -1318241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1318244.000000 Penalty: 4761.506348
	Iteration 45Q: 3 clusters Score -1318244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1318242.875000 Penalty: 4761.506348
	Iteration 46Q: 3 clusters Score -1318243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1318250.250000 Penalty: 4761.506348
	Iteration 47Q: 3 clusters Score -1318250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1318250.500000 Penalty: 4761.506348
	Iteration 48Q: 3 clusters Score -1318250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1318251.375000 Penalty: 4761.506348
	Iteration 49Q: 3 clusters Score -1318251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1318253.375000 Penalty: 4761.506348
	Iteration 50Q: 3 clusters Score -1318253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1318255.250000 Penalty: 4761.506348
	Iteration 51Q: 3 clusters Score -1318255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1318261.875000 Penalty: 4761.506348
	Iteration 52Q: 3 clusters Score -1318262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1318264.000000 Penalty: 4761.506348
	Iteration 53Q: 3 clusters Score -1318264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1318267.500000 Penalty: 4761.506348
	Iteration 54Q: 3 clusters Score -1318268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1318271.000000 Penalty: 4761.506348
	Iteration 55Q: 3 clusters Score -1318271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1318273.000000 Penalty: 4761.506348
	Iteration 56Q: 3 clusters Score -1318273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1318272.625000 Penalty: 4761.506348
	Iteration 57Q: 3 clusters Score -1318273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1318273.125000 Penalty: 4761.506348
	Iteration 58Q: 3 clusters Score -1318273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1318273.125000 Penalty: 4761.506348
	Iteration 59F: 3 clusters Score -1318273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -22592.232422 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -22592.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21313.773438 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -21313.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21414.464844 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -21414.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21444.388672 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -21444.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21459.876953 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -21459.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21461.574219 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -21461.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21461.574219 Penalty: 2834.011475
	Iteration 5F: 3 clusters Score -21461.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -313995.031250 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -313995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -309818.906250 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -309818.9 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -310838.187500 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -310838.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -311129.531250 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -311129.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -311357.468750 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -311357.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -311567.500000 Penalty: 4160.671387
	Iteration 4F: 3 clusters Score -311567.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -311765.687500 Penalty: 4160.671387
	Iteration 5F: 3 clusters Score -311765.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -311935.937500 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -311935.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -312052.500000 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -312052.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -312153.062500 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -312153.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -312223.187500 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -312223.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -312284.968750 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -312285 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -312337.406250 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -312337.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -312386.406250 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -312386.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312444.250000 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -312444.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312496.968750 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -312497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -312547.343750 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -312547.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -312576.875000 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -312576.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -312602.531250 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -312602.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -312618.187500 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -312618.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -312636.750000 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -312636.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -312657.218750 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -312657.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -312678.531250 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -312678.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -312688.281250 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -312688.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -312694.625000 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -312694.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -312701.156250 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -312701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -312705.187500 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -312705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -312708.437500 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -312708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -312715.812500 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -312715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -312721.687500 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -312721.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -312728.750000 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -312728.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -312732.343750 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -312732.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -312740.687500 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -312740.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -312746.812500 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -312746.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -312753.406250 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -312753.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -312758.437500 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -312758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -312764.906250 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -312764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -312769.312500 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -312769.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -312773.093750 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -312773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -312774.375000 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -312774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -312775.812500 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -312775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -312776.875000 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -312776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -312780.312500 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -312780.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -312784.812500 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -312784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -312786.656250 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -312786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -312787.562500 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -312787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -312788.406250 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -312788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -312788.906250 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -312788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -312789.843750 Penalty: 4160.671387
	Iteration 47Q: 3 clusters Score -312789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -312789.875000 Penalty: 4160.671387
	Iteration 48Q: 3 clusters Score -312789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -312789.875000 Penalty: 4160.671387
	Iteration 49F: 3 clusters Score -312789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Entering Unmasked Estep 
Score: -428310.406250 Penalty: 2122.467041
	Iteration 0F: 2 clusters Score -428310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -423647.000000 Penalty: 4244.934082
	Iteration 0F: 3 clusters Score -423647 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -424857.781250 Penalty: 4244.934082
	Iteration 1F: 3 clusters Score -424857.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -425203.375000 Penalty: 4244.934082
	Iteration 2F: 3 clusters Score -425203.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -425440.312500 Penalty: 4244.934082
	Iteration 3F: 3 clusters Score -425440.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -425628.062500 Penalty: 4244.934082
	Iteration 4F: 3 clusters Score -425628.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -425804.125000 Penalty: 4244.934082
	Iteration 5Q: 3 clusters Score -425804.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -425973.718750 Penalty: 4244.934082
	Iteration 6Q: 3 clusters Score -425973.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -426149.062500 Penalty: 4244.934082
	Iteration 7Q: 3 clusters Score -426149.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -426313.156250 Penalty: 4244.934082
	Iteration 8Q: 3 clusters Score -426313.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -426432.093750 Penalty: 4244.934082
	Iteration 9Q: 3 clusters Score -426432.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -426508.687500 Penalty: 4244.934082
	Iteration 10Q: 3 clusters Score -426508.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -426560.687500 Penalty: 4244.934082
	Iteration 11Q: 3 clusters Score -426560.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -426609.812500 Penalty: 4244.934082
	Iteration 12Q: 3 clusters Score -426609.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -426644.843750 Penalty: 4244.934082
	Iteration 13Q: 3 clusters Score -426644.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -426665.718750 Penalty: 4244.934082
	Iteration 14Q: 3 clusters Score -426665.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -426684.562500 Penalty: 4244.934082
	Iteration 15Q: 3 clusters Score -426684.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -426702.718750 Penalty: 4244.934082
	Iteration 16Q: 3 clusters Score -426702.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -426723.843750 Penalty: 4244.934082
	Iteration 17Q: 3 clusters Score -426723.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -426749.781250 Penalty: 4244.934082
	Iteration 18Q: 3 clusters Score -426749.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -426774.781250 Penalty: 4244.934082
	Iteration 19Q: 3 clusters Score -426774.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -426794.000000 Penalty: 4244.934082
	Iteration 20F: 3 clusters Score -426794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -426811.937500 Penalty: 4244.934082
	Iteration 21Q: 3 clusters Score -426811.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -426841.781250 Penalty: 4244.934082
	Iteration 22Q: 3 clusters Score -426841.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -426884.281250 Penalty: 4244.934082
	Iteration 23Q: 3 clusters Score -426884.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -426936.031250 Penalty: 4244.934082
	Iteration 24Q: 3 clusters Score -426936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -426993.750000 Penalty: 4244.934082
	Iteration 25Q: 3 clusters Score -426993.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -427023.968750 Penalty: 4244.934082
	Iteration 26Q: 3 clusters Score -427024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -427054.000000 Penalty: 4244.934082
	Iteration 27Q: 3 clusters Score -427054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -427078.375000 Penalty: 4244.934082
	Iteration 28Q: 3 clusters Score -427078.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -427097.156250 Penalty: 4244.934082
	Iteration 29Q: 3 clusters Score -427097.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -427118.125000 Penalty: 4244.934082
	Iteration 30Q: 3 clusters Score -427118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -427141.843750 Penalty: 4244.934082
	Iteration 31Q: 3 clusters Score -427141.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -427160.312500 Penalty: 4244.934082
	Iteration 32Q: 3 clusters Score -427160.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -427177.281250 Penalty: 4244.934082
	Iteration 33Q: 3 clusters Score -427177.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -427189.937500 Penalty: 4244.934082
	Iteration 34Q: 3 clusters Score -427189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -427199.000000 Penalty: 4244.934082
	Iteration 35Q: 3 clusters Score -427199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -427213.000000 Penalty: 4244.934082
	Iteration 36Q: 3 clusters Score -427213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -427227.875000 Penalty: 4244.934082
	Iteration 37Q: 3 clusters Score -427227.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -427245.093750 Penalty: 4244.934082
	Iteration 38Q: 3 clusters Score -427245.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -427268.593750 Penalty: 4244.934082
	Iteration 39Q: 3 clusters Score -427268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -427293.562500 Penalty: 4244.934082
	Iteration 40F: 3 clusters Score -427293.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -427326.156250 Penalty: 4244.934082
	Iteration 41Q: 3 clusters Score -427326.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -427356.343750 Penalty: 4244.934082
	Iteration 42Q: 3 clusters Score -427356.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -427388.562500 Penalty: 4244.934082
	Iteration 43Q: 3 clusters Score -427388.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -427417.312500 Penalty: 4244.934082
	Iteration 44Q: 3 clusters Score -427417.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -427444.375000 Penalty: 4244.934082
	Iteration 45Q: 3 clusters Score -427444.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -427470.187500 Penalty: 4244.934082
	Iteration 46Q: 3 clusters Score -427470.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -427493.218750 Penalty: 4244.934082
	Iteration 47Q: 3 clusters Score -427493.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -427523.156250 Penalty: 4244.934082
	Iteration 48Q: 3 clusters Score -427523.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -427555.343750 Penalty: 4244.934082
	Iteration 49Q: 3 clusters Score -427555.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -427595.843750 Penalty: 4244.934082
	Iteration 50Q: 3 clusters Score -427595.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -427642.562500 Penalty: 4244.934082
	Iteration 51Q: 3 clusters Score -427642.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -427710.562500 Penalty: 4244.934082
	Iteration 52Q: 3 clusters Score -427710.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -427798.843750 Penalty: 4244.934082
	Iteration 53Q: 3 clusters Score -427798.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -427950.875000 Penalty: 4244.934082
	Iteration 54Q: 3 clusters Score -427950.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -428150.000000 Penalty: 4244.934082
	Iteration 55Q: 3 clusters Score -428150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -428367.531250 Penalty: 4244.934082
	Iteration 56Q: 3 clusters Score -428367.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -428664.625000 Penalty: 4244.934082
	Iteration 57Q: 3 clusters Score -428664.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -428939.843750 Penalty: 4244.934082
	Iteration 58Q: 3 clusters Score -428939.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -429132.312500 Penalty: 4244.934082
	Iteration 59Q: 3 clusters Score -429132.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -429249.656250 Penalty: 4244.934082
	Iteration 60F: 3 clusters Score -429249.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -429277.843750 Penalty: 4244.934082
	Iteration 61Q: 3 clusters Score -429277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -429282.093750 Penalty: 4244.934082
	Iteration 62Q: 3 clusters Score -429282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -429283.593750 Penalty: 4244.934082
	Iteration 63Q: 3 clusters Score -429283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -429283.593750 Penalty: 4244.934082
	Iteration 64F: 3 clusters Score -429283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397120 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143611 members 
Mstep: Class 5 contains 188740 members 
Mstep: Class 6 contains 382547 members 
Mstep: Class 7 contains 25573 members 
Mstep: Class 8 contains 32908 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 18044 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24715 members 
Mstep: Class 20 contains 63602 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 23693 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 23530 members 
Mstep: Class 27 contains 12895 members 
Mstep: Class 28 contains 3494 members 
Entering Unmasked Estep 
Score: -146469168.000000 Penalty: 99641.851562
Splitting cluster 13 changes total score from -146469840.000000 to -146469168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -321265.250000 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -321265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -317356.625000 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -317356.6 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -318419.906250 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -318419.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -318948.312500 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -318948.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -319405.250000 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -319405.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -319763.750000 Penalty: 4114.468262
	Iteration 4F: 3 clusters Score -319763.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -320077.437500 Penalty: 4114.468262
	Iteration 5F: 3 clusters Score -320077.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -320362.375000 Penalty: 4114.468262
	Iteration 6F: 3 clusters Score -320362.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -320563.187500 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -320563.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -320708.531250 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -320708.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -320795.625000 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -320795.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -320856.281250 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -320856.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -320887.093750 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -320887.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -320903.843750 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -320903.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -320922.250000 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -320922.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -320936.437500 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -320936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -320943.437500 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -320943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -320947.843750 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -320947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -320952.843750 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -320952.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -320958.406250 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -320958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -320965.656250 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -320965.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -320972.875000 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -320972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -320975.781250 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -320975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -320978.343750 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -320978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -320980.343750 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -320980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -320981.687500 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -320981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -320982.156250 Penalty: 4114.468262
	Iteration 25Q: 3 clusters Score -320982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -320983.343750 Penalty: 4114.468262
	Iteration 26Q: 3 clusters Score -320983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -320983.281250 Penalty: 4114.468262
	Iteration 27Q: 3 clusters Score -320983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -320983.781250 Penalty: 4114.468262
	Iteration 28Q: 3 clusters Score -320983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -320984.406250 Penalty: 4114.468262
	Iteration 29Q: 3 clusters Score -320984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -320985.375000 Penalty: 4114.468262
	Iteration 30Q: 3 clusters Score -320985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -320986.312500 Penalty: 4114.468262
	Iteration 31Q: 3 clusters Score -320986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -320986.062500 Penalty: 4114.468262
	Iteration 32Q: 3 clusters Score -320986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -320986.062500 Penalty: 4114.468262
	Iteration 33F: 3 clusters Score -320986.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Entering Unmasked Estep 
Score: -13987909.000000 Penalty: 2965.264893
	Iteration 0F: 2 clusters Score -1.398791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -13883507.000000 Penalty: 5930.529785
	Iteration 0F: 3 clusters Score -1.388351e+07 nChanged 74401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -13926713.000000 Penalty: 5930.529785
	Iteration 1F: 3 clusters Score -1.392671e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -13927801.000000 Penalty: 5930.529785
	Iteration 2Q: 3 clusters Score -1.39278e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -13929538.000000 Penalty: 5930.529785
	Iteration 3Q: 3 clusters Score -1.392954e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -13931737.000000 Penalty: 5930.529785
	Iteration 4Q: 3 clusters Score -1.393174e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -13934631.000000 Penalty: 5930.529785
	Iteration 5Q: 3 clusters Score -1.393463e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -13938847.000000 Penalty: 5930.529785
	Iteration 6F: 3 clusters Score -1.393885e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -13943910.000000 Penalty: 5930.529785
	Iteration 7F: 3 clusters Score -1.394391e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -13949959.000000 Penalty: 5930.529785
	Iteration 8F: 3 clusters Score -1.394996e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -13955525.000000 Penalty: 5930.529785
	Iteration 9F: 3 clusters Score -1.395552e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -13959754.000000 Penalty: 5930.529785
	Iteration 10F: 3 clusters Score -1.395975e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -13962176.000000 Penalty: 5930.529785
	Iteration 11Q: 3 clusters Score -1.396218e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -13963310.000000 Penalty: 5930.529785
	Iteration 12Q: 3 clusters Score -1.396331e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -13963878.000000 Penalty: 5930.529785
	Iteration 13Q: 3 clusters Score -1.396388e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -13964255.000000 Penalty: 5930.529785
	Iteration 14Q: 3 clusters Score -1.396426e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -13964657.000000 Penalty: 5930.529785
	Iteration 15Q: 3 clusters Score -1.396466e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -13964933.000000 Penalty: 5930.529785
	Iteration 16Q: 3 clusters Score -1.396493e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -13965275.000000 Penalty: 5930.529785
	Iteration 17Q: 3 clusters Score -1.396528e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -13965622.000000 Penalty: 5930.529785
	Iteration 18Q: 3 clusters Score -1.396562e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -13966012.000000 Penalty: 5930.529785
	Iteration 19Q: 3 clusters Score -1.396601e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -13966408.000000 Penalty: 5930.529785
	Iteration 20F: 3 clusters Score -1.396641e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -13966799.000000 Penalty: 5930.529785
	Iteration 21Q: 3 clusters Score -1.39668e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -13967118.000000 Penalty: 5930.529785
	Iteration 22Q: 3 clusters Score -1.396712e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -13967376.000000 Penalty: 5930.529785
	Iteration 23Q: 3 clusters Score -1.396738e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -13967746.000000 Penalty: 5930.529785
	Iteration 24Q: 3 clusters Score -1.396775e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -13968063.000000 Penalty: 5930.529785
	Iteration 25Q: 3 clusters Score -1.396806e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -13968258.000000 Penalty: 5930.529785
	Iteration 26Q: 3 clusters Score -1.396826e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 102761 members 
Entering Unmasked Estep 
Score: -13968554.000000 Penalty: 5930.529785
	Iteration 27Q: 3 clusters Score -1.396855e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -13968803.000000 Penalty: 5930.529785
	Iteration 28Q: 3 clusters Score -1.39688e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -13969075.000000 Penalty: 5930.529785
	Iteration 29Q: 3 clusters Score -1.396908e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -13969335.000000 Penalty: 5930.529785
	Iteration 30Q: 3 clusters Score -1.396934e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -13969585.000000 Penalty: 5930.529785
	Iteration 31Q: 3 clusters Score -1.396958e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 109622 members 
Entering Unmasked Estep 
Score: -13969928.000000 Penalty: 5930.529785
	Iteration 32Q: 3 clusters Score -1.396993e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -13970174.000000 Penalty: 5930.529785
	Iteration 33Q: 3 clusters Score -1.397017e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -13970438.000000 Penalty: 5930.529785
	Iteration 34Q: 3 clusters Score -1.397044e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 114112 members 
Entering Unmasked Estep 
Score: -13970761.000000 Penalty: 5930.529785
	Iteration 35Q: 3 clusters Score -1.397076e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -13971178.000000 Penalty: 5930.529785
	Iteration 36Q: 3 clusters Score -1.397118e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -13971586.000000 Penalty: 5930.529785
	Iteration 37Q: 3 clusters Score -1.397159e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -13971919.000000 Penalty: 5930.529785
	Iteration 38Q: 3 clusters Score -1.397192e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 121148 members 
Entering Unmasked Estep 
Score: -13972508.000000 Penalty: 5930.529785
	Iteration 39Q: 3 clusters Score -1.397251e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -13973055.000000 Penalty: 5930.529785
	Iteration 40F: 3 clusters Score -1.397306e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
Score: -13973648.000000 Penalty: 5930.529785
	Iteration 41Q: 3 clusters Score -1.397365e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -13974303.000000 Penalty: 5930.529785
	Iteration 42Q: 3 clusters Score -1.39743e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 129773 members 
Entering Unmasked Estep 
Score: -13975199.000000 Penalty: 5930.529785
	Iteration 43Q: 3 clusters Score -1.39752e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -13975966.000000 Penalty: 5930.529785
	Iteration 44Q: 3 clusters Score -1.397597e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 134384 members 
Entering Unmasked Estep 
Score: -13976745.000000 Penalty: 5930.529785
	Iteration 45Q: 3 clusters Score -1.397674e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -13977503.000000 Penalty: 5930.529785
	Iteration 46Q: 3 clusters Score -1.39775e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 138837 members 
Entering Unmasked Estep 
Score: -13978370.000000 Penalty: 5930.529785
	Iteration 47Q: 3 clusters Score -1.397837e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -13979262.000000 Penalty: 5930.529785
	Iteration 48Q: 3 clusters Score -1.397926e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -13980327.000000 Penalty: 5930.529785
	Iteration 49Q: 3 clusters Score -1.398033e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 145236 members 
Entering Unmasked Estep 
Score: -13981119.000000 Penalty: 5930.529785
	Iteration 50Q: 3 clusters Score -1.398112e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -13981956.000000 Penalty: 5930.529785
	Iteration 51Q: 3 clusters Score -1.398196e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -13982656.000000 Penalty: 5930.529785
	Iteration 52Q: 3 clusters Score -1.398266e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -13983188.000000 Penalty: 5930.529785
	Iteration 53Q: 3 clusters Score -1.398319e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 150871 members 
Entering Unmasked Estep 
Score: -13983613.000000 Penalty: 5930.529785
	Iteration 54Q: 3 clusters Score -1.398361e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -13983972.000000 Penalty: 5930.529785
	Iteration 55Q: 3 clusters Score -1.398397e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -13984310.000000 Penalty: 5930.529785
	Iteration 56Q: 3 clusters Score -1.398431e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -13984621.000000 Penalty: 5930.529785
	Iteration 57Q: 3 clusters Score -1.398462e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -13984838.000000 Penalty: 5930.529785
	Iteration 58Q: 3 clusters Score -1.398484e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -13984940.000000 Penalty: 5930.529785
	Iteration 59Q: 3 clusters Score -1.398494e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 153974 members 
Entering Unmasked Estep 
Score: -13985031.000000 Penalty: 5930.529785
	Iteration 60F: 3 clusters Score -1.398503e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 154147 members 
Entering Unmasked Estep 
Score: -13985112.000000 Penalty: 5930.529785
	Iteration 61Q: 3 clusters Score -1.398511e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -13985190.000000 Penalty: 5930.529785
	Iteration 62Q: 3 clusters Score -1.398519e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -13985234.000000 Penalty: 5930.529785
	Iteration 63Q: 3 clusters Score -1.398523e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -13985298.000000 Penalty: 5930.529785
	Iteration 64Q: 3 clusters Score -1.39853e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -13985337.000000 Penalty: 5930.529785
	Iteration 65Q: 3 clusters Score -1.398534e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -13985390.000000 Penalty: 5930.529785
	Iteration 66Q: 3 clusters Score -1.398539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -13985386.000000 Penalty: 5930.529785
	Iteration 67Q: 3 clusters Score -1.398539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -13985408.000000 Penalty: 5930.529785
	Iteration 68Q: 3 clusters Score -1.398541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -13985412.000000 Penalty: 5930.529785
	Iteration 69Q: 3 clusters Score -1.398541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -13985419.000000 Penalty: 5930.529785
	Iteration 70Q: 3 clusters Score -1.398542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -13985431.000000 Penalty: 5930.529785
	Iteration 71Q: 3 clusters Score -1.398543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 154751 members 
Entering Unmasked Estep 
Score: -13985444.000000 Penalty: 5930.529785
	Iteration 72Q: 3 clusters Score -1.398544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 154766 members 
Entering Unmasked Estep 
Score: -13985453.000000 Penalty: 5930.529785
	Iteration 73Q: 3 clusters Score -1.398545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -13985451.000000 Penalty: 5930.529785
	Iteration 74Q: 3 clusters Score -1.398545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -13985456.000000 Penalty: 5930.529785
	Iteration 75Q: 3 clusters Score -1.398546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -13985469.000000 Penalty: 5930.529785
	Iteration 76Q: 3 clusters Score -1.398547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -13985464.000000 Penalty: 5930.529785
	Iteration 77Q: 3 clusters Score -1.398546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 154842 members 
Entering Unmasked Estep 
Score: -13985478.000000 Penalty: 5930.529785
	Iteration 78Q: 3 clusters Score -1.398548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -13985489.000000 Penalty: 5930.529785
	Iteration 79Q: 3 clusters Score -1.398549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -13985493.000000 Penalty: 5930.529785
	Iteration 80F: 3 clusters Score -1.398549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -13985506.000000 Penalty: 5930.529785
	Iteration 81Q: 3 clusters Score -1.398551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -13985493.000000 Penalty: 5930.529785
	Iteration 82Q: 3 clusters Score -1.398549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -13985507.000000 Penalty: 5930.529785
	Iteration 83Q: 3 clusters Score -1.398551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -13985515.000000 Penalty: 5930.529785
	Iteration 84Q: 3 clusters Score -1.398552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -13985509.000000 Penalty: 5930.529785
	Iteration 85Q: 3 clusters Score -1.398551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -13985509.000000 Penalty: 5930.529785
	Iteration 86Q: 3 clusters Score -1.398551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -13985517.000000 Penalty: 5930.529785
	Iteration 87Q: 3 clusters Score -1.398552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -13985510.000000 Penalty: 5930.529785
	Iteration 88Q: 3 clusters Score -1.398551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -13985510.000000 Penalty: 5930.529785
	Iteration 89F: 3 clusters Score -1.398551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Entering Unmasked Estep 
Score: -1535720.125000 Penalty: 2430.541016
	Iteration 0F: 2 clusters Score -1535720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1522913.250000 Penalty: 4861.082031
	Iteration 0F: 3 clusters Score -1522913 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1527373.000000 Penalty: 4861.082031
	Iteration 1F: 3 clusters Score -1527373 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1527946.625000 Penalty: 4861.082031
	Iteration 2F: 3 clusters Score -1527947 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1528579.375000 Penalty: 4861.082031
	Iteration 3F: 3 clusters Score -1528579 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1529147.125000 Penalty: 4861.082031
	Iteration 4F: 3 clusters Score -1529147 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1529663.750000 Penalty: 4861.082031
	Iteration 5F: 3 clusters Score -1529664 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1530129.375000 Penalty: 4861.082031
	Iteration 6F: 3 clusters Score -1530129 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1530552.375000 Penalty: 4861.082031
	Iteration 7Q: 3 clusters Score -1530552 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1531035.125000 Penalty: 4861.082031
	Iteration 8Q: 3 clusters Score -1531035 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1531592.250000 Penalty: 4861.082031
	Iteration 9Q: 3 clusters Score -1531592 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1532108.250000 Penalty: 4861.082031
	Iteration 10Q: 3 clusters Score -1532108 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1532551.500000 Penalty: 4861.082031
	Iteration 11Q: 3 clusters Score -1532552 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1532904.750000 Penalty: 4861.082031
	Iteration 12Q: 3 clusters Score -1532905 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1533150.250000 Penalty: 4861.082031
	Iteration 13Q: 3 clusters Score -1533150 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1533365.375000 Penalty: 4861.082031
	Iteration 14Q: 3 clusters Score -1533365 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1533561.875000 Penalty: 4861.082031
	Iteration 15Q: 3 clusters Score -1533562 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1533703.625000 Penalty: 4861.082031
	Iteration 16Q: 3 clusters Score -1533704 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1533794.375000 Penalty: 4861.082031
	Iteration 17Q: 3 clusters Score -1533794 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1533869.500000 Penalty: 4861.082031
	Iteration 18Q: 3 clusters Score -1533870 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1533913.500000 Penalty: 4861.082031
	Iteration 19Q: 3 clusters Score -1533914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1533952.250000 Penalty: 4861.082031
	Iteration 20F: 3 clusters Score -1533952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1533984.750000 Penalty: 4861.082031
	Iteration 21Q: 3 clusters Score -1533985 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1534001.500000 Penalty: 4861.082031
	Iteration 22Q: 3 clusters Score -1534002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1534030.875000 Penalty: 4861.082031
	Iteration 23Q: 3 clusters Score -1534031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1534052.000000 Penalty: 4861.082031
	Iteration 24Q: 3 clusters Score -1534052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1534075.750000 Penalty: 4861.082031
	Iteration 25Q: 3 clusters Score -1534076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1534092.875000 Penalty: 4861.082031
	Iteration 26Q: 3 clusters Score -1534093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1534103.375000 Penalty: 4861.082031
	Iteration 27Q: 3 clusters Score -1534103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1534126.875000 Penalty: 4861.082031
	Iteration 28Q: 3 clusters Score -1534127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1534148.250000 Penalty: 4861.082031
	Iteration 29Q: 3 clusters Score -1534148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1534162.125000 Penalty: 4861.082031
	Iteration 30Q: 3 clusters Score -1534162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1534179.375000 Penalty: 4861.082031
	Iteration 31Q: 3 clusters Score -1534179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1534189.625000 Penalty: 4861.082031
	Iteration 32Q: 3 clusters Score -1534190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1534197.000000 Penalty: 4861.082031
	Iteration 33Q: 3 clusters Score -1534197 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1534208.875000 Penalty: 4861.082031
	Iteration 34Q: 3 clusters Score -1534209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1534217.500000 Penalty: 4861.082031
	Iteration 35Q: 3 clusters Score -1534218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1534224.625000 Penalty: 4861.082031
	Iteration 36Q: 3 clusters Score -1534225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1534237.000000 Penalty: 4861.082031
	Iteration 37Q: 3 clusters Score -1534237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1534240.875000 Penalty: 4861.082031
	Iteration 38Q: 3 clusters Score -1534241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1534253.625000 Penalty: 4861.082031
	Iteration 39Q: 3 clusters Score -1534254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1534261.250000 Penalty: 4861.082031
	Iteration 40F: 3 clusters Score -1534261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1534268.750000 Penalty: 4861.082031
	Iteration 41Q: 3 clusters Score -1534269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1534280.875000 Penalty: 4861.082031
	Iteration 42Q: 3 clusters Score -1534281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1534279.250000 Penalty: 4861.082031
	Iteration 43Q: 3 clusters Score -1534279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1534290.000000 Penalty: 4861.082031
	Iteration 44Q: 3 clusters Score -1534290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1534291.625000 Penalty: 4861.082031
	Iteration 45Q: 3 clusters Score -1534292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1534293.625000 Penalty: 4861.082031
	Iteration 46Q: 3 clusters Score -1534294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1534292.875000 Penalty: 4861.082031
	Iteration 47Q: 3 clusters Score -1534293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1534296.625000 Penalty: 4861.082031
	Iteration 48Q: 3 clusters Score -1534297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1534296.875000 Penalty: 4861.082031
	Iteration 49Q: 3 clusters Score -1534297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1534297.000000 Penalty: 4861.082031
	Iteration 50Q: 3 clusters Score -1534297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1534299.875000 Penalty: 4861.082031
	Iteration 51Q: 3 clusters Score -1534300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1534298.000000 Penalty: 4861.082031
	Iteration 52Q: 3 clusters Score -1534298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1534298.125000 Penalty: 4861.082031
	Iteration 53Q: 3 clusters Score -1534298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1534299.250000 Penalty: 4861.082031
	Iteration 54Q: 3 clusters Score -1534299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1534298.125000 Penalty: 4861.082031
	Iteration 55Q: 3 clusters Score -1534298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1534298.750000 Penalty: 4861.082031
	Iteration 56Q: 3 clusters Score -1534299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1534303.250000 Penalty: 4861.082031
	Iteration 57Q: 3 clusters Score -1534303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1534306.250000 Penalty: 4861.082031
	Iteration 58Q: 3 clusters Score -1534306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1534305.125000 Penalty: 4861.082031
	Iteration 59Q: 3 clusters Score -1534305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1534305.000000 Penalty: 4861.082031
	Iteration 60F: 3 clusters Score -1534305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1534307.750000 Penalty: 4861.082031
	Iteration 61Q: 3 clusters Score -1534308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1534310.000000 Penalty: 4861.082031
	Iteration 62Q: 3 clusters Score -1534310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1534308.250000 Penalty: 4861.082031
	Iteration 63Q: 3 clusters Score -1534308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1534310.375000 Penalty: 4861.082031
	Iteration 64Q: 3 clusters Score -1534310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1534307.500000 Penalty: 4861.082031
	Iteration 65Q: 3 clusters Score -1534308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1534309.375000 Penalty: 4861.082031
	Iteration 66Q: 3 clusters Score -1534309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1534308.250000 Penalty: 4861.082031
	Iteration 67Q: 3 clusters Score -1534308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1534306.250000 Penalty: 4861.082031
	Iteration 68Q: 3 clusters Score -1534306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1534307.250000 Penalty: 4861.082031
	Iteration 69Q: 3 clusters Score -1534307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1534306.000000 Penalty: 4861.082031
	Iteration 70Q: 3 clusters Score -1534306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1534308.125000 Penalty: 4861.082031
	Iteration 71Q: 3 clusters Score -1534308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1534308.625000 Penalty: 4861.082031
	Iteration 72Q: 3 clusters Score -1534309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1534308.250000 Penalty: 4861.082031
	Iteration 73Q: 3 clusters Score -1534308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1534308.500000 Penalty: 4861.082031
	Iteration 74Q: 3 clusters Score -1534308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1534310.125000 Penalty: 4861.082031
	Iteration 75Q: 3 clusters Score -1534310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1534310.875000 Penalty: 4861.082031
	Iteration 76Q: 3 clusters Score -1534311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1534311.250000 Penalty: 4861.082031
	Iteration 77Q: 3 clusters Score -1534311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1534309.750000 Penalty: 4861.082031
	Iteration 78Q: 3 clusters Score -1534310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1534310.750000 Penalty: 4861.082031
	Iteration 79Q: 3 clusters Score -1534311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1534312.625000 Penalty: 4861.082031
	Iteration 80F: 3 clusters Score -1534313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1534313.750000 Penalty: 4861.082031
	Iteration 81Q: 3 clusters Score -1534314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1534313.750000 Penalty: 4861.082031
	Iteration 82Q: 3 clusters Score -1534314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1534313.750000 Penalty: 4861.082031
	Iteration 83Q: 3 clusters Score -1534314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1534320.875000 Penalty: 4861.082031
	Iteration 84Q: 3 clusters Score -1534321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1534320.375000 Penalty: 4861.082031
	Iteration 85Q: 3 clusters Score -1534320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1534322.500000 Penalty: 4861.082031
	Iteration 86Q: 3 clusters Score -1534322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1534322.125000 Penalty: 4861.082031
	Iteration 87Q: 3 clusters Score -1534322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1534327.000000 Penalty: 4861.082031
	Iteration 88Q: 3 clusters Score -1534327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1534327.125000 Penalty: 4861.082031
	Iteration 89Q: 3 clusters Score -1534327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1534333.500000 Penalty: 4861.082031
	Iteration 90Q: 3 clusters Score -1534334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1534330.500000 Penalty: 4861.082031
	Iteration 91Q: 3 clusters Score -1534330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1534329.000000 Penalty: 4861.082031
	Iteration 92Q: 3 clusters Score -1534329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1534327.250000 Penalty: 4861.082031
	Iteration 93Q: 3 clusters Score -1534327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1534327.250000 Penalty: 4861.082031
	Iteration 94F: 3 clusters Score -1534327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Entering Unmasked Estep 
Score: -2383104.250000 Penalty: 2524.785889
	Iteration 0F: 2 clusters Score -2383104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2364880.750000 Penalty: 5049.571777
	Iteration 0F: 3 clusters Score -2364881 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2371320.250000 Penalty: 5049.571777
	Iteration 1F: 3 clusters Score -2371320 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2372044.750000 Penalty: 5049.571777
	Iteration 2F: 3 clusters Score -2372045 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2372871.750000 Penalty: 5049.571777
	Iteration 3F: 3 clusters Score -2372872 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2373811.000000 Penalty: 5049.571777
	Iteration 4F: 3 clusters Score -2373811 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2374825.000000 Penalty: 5049.571777
	Iteration 5F: 3 clusters Score -2374825 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2375916.750000 Penalty: 5049.571777
	Iteration 6F: 3 clusters Score -2375917 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2377158.000000 Penalty: 5049.571777
	Iteration 7F: 3 clusters Score -2377158 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2378427.500000 Penalty: 5049.571777
	Iteration 8F: 3 clusters Score -2378428 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2379497.000000 Penalty: 5049.571777
	Iteration 9Q: 3 clusters Score -2379497 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2380221.750000 Penalty: 5049.571777
	Iteration 10Q: 3 clusters Score -2380222 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2380637.000000 Penalty: 5049.571777
	Iteration 11Q: 3 clusters Score -2380637 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2380901.250000 Penalty: 5049.571777
	Iteration 12Q: 3 clusters Score -2380901 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2381051.250000 Penalty: 5049.571777
	Iteration 13Q: 3 clusters Score -2381051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2381141.500000 Penalty: 5049.571777
	Iteration 14Q: 3 clusters Score -2381142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2381189.000000 Penalty: 5049.571777
	Iteration 15Q: 3 clusters Score -2381189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2381222.250000 Penalty: 5049.571777
	Iteration 16Q: 3 clusters Score -2381222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2381243.250000 Penalty: 5049.571777
	Iteration 17Q: 3 clusters Score -2381243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2381260.000000 Penalty: 5049.571777
	Iteration 18Q: 3 clusters Score -2381260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2381267.000000 Penalty: 5049.571777
	Iteration 19Q: 3 clusters Score -2381267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2381277.750000 Penalty: 5049.571777
	Iteration 20F: 3 clusters Score -2381278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2381283.250000 Penalty: 5049.571777
	Iteration 21Q: 3 clusters Score -2381283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2381284.250000 Penalty: 5049.571777
	Iteration 22Q: 3 clusters Score -2381284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2381284.250000 Penalty: 5049.571777
	Iteration 23F: 3 clusters Score -2381284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -349031.156250 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -349031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -344986.500000 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -344986.5 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -345937.468750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -345937.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -346150.000000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -346150 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -346330.343750 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -346330.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -346476.281250 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -346476.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -346596.375000 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -346596.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -346712.562500 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -346712.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -346817.656250 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -346817.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346889.312500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -346889.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -346953.093750 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -346953.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -347012.687500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -347012.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -347063.125000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -347063.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -347119.250000 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -347119.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -347188.531250 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -347188.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -347267.125000 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -347267.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -347335.625000 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -347335.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -347402.531250 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -347402.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -347475.250000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -347475.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -347574.593750 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -347574.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -347688.375000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -347688.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -347778.625000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -347778.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -347872.968750 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -347873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -347979.687500 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -347979.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -348077.625000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -348077.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -348158.750000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -348158.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -348236.187500 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -348236.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -348306.125000 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -348306.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -348375.625000 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -348375.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -348446.156250 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -348446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -348493.000000 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -348493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -348511.531250 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -348511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -348521.187500 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -348521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -348530.093750 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -348530.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -348533.750000 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -348533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -348536.562500 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -348536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348537.875000 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -348537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -348538.281250 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -348538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -348538.281250 Penalty: 4137.575684
	Iteration 37F: 3 clusters Score -348538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Entering Unmasked Estep 
Score: -2113234.000000 Penalty: 2508.561035
	Iteration 0F: 2 clusters Score -2113234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2096112.000000 Penalty: 5017.122070
	Iteration 0F: 3 clusters Score -2096112 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2101957.000000 Penalty: 5017.122070
	Iteration 1F: 3 clusters Score -2101957 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2102374.750000 Penalty: 5017.122070
	Iteration 2Q: 3 clusters Score -2102375 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2102735.500000 Penalty: 5017.122070
	Iteration 3Q: 3 clusters Score -2102736 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2103110.500000 Penalty: 5017.122070
	Iteration 4Q: 3 clusters Score -2103110 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2103542.500000 Penalty: 5017.122070
	Iteration 5Q: 3 clusters Score -2103542 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2104045.250000 Penalty: 5017.122070
	Iteration 6Q: 3 clusters Score -2104045 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2104573.500000 Penalty: 5017.122070
	Iteration 7Q: 3 clusters Score -2104574 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2105125.500000 Penalty: 5017.122070
	Iteration 8Q: 3 clusters Score -2105126 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2105652.250000 Penalty: 5017.122070
	Iteration 9Q: 3 clusters Score -2105652 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2106148.500000 Penalty: 5017.122070
	Iteration 10Q: 3 clusters Score -2106148 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2106628.000000 Penalty: 5017.122070
	Iteration 11Q: 3 clusters Score -2106628 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2107035.750000 Penalty: 5017.122070
	Iteration 12Q: 3 clusters Score -2107036 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2107433.250000 Penalty: 5017.122070
	Iteration 13Q: 3 clusters Score -2107433 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2107848.000000 Penalty: 5017.122070
	Iteration 14Q: 3 clusters Score -2107848 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2108234.500000 Penalty: 5017.122070
	Iteration 15Q: 3 clusters Score -2108234 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2108569.750000 Penalty: 5017.122070
	Iteration 16Q: 3 clusters Score -2108570 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2108879.000000 Penalty: 5017.122070
	Iteration 17Q: 3 clusters Score -2108879 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2109132.500000 Penalty: 5017.122070
	Iteration 18Q: 3 clusters Score -2109132 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2109363.250000 Penalty: 5017.122070
	Iteration 19Q: 3 clusters Score -2109363 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2109560.750000 Penalty: 5017.122070
	Iteration 20F: 3 clusters Score -2109561 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2109733.000000 Penalty: 5017.122070
	Iteration 21Q: 3 clusters Score -2109733 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2109898.750000 Penalty: 5017.122070
	Iteration 22Q: 3 clusters Score -2109899 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2110046.750000 Penalty: 5017.122070
	Iteration 23Q: 3 clusters Score -2110047 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2110172.250000 Penalty: 5017.122070
	Iteration 24Q: 3 clusters Score -2110172 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2110288.250000 Penalty: 5017.122070
	Iteration 25Q: 3 clusters Score -2110288 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2110386.750000 Penalty: 5017.122070
	Iteration 26Q: 3 clusters Score -2110387 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2110472.250000 Penalty: 5017.122070
	Iteration 27Q: 3 clusters Score -2110472 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2110561.750000 Penalty: 5017.122070
	Iteration 28Q: 3 clusters Score -2110562 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2110630.000000 Penalty: 5017.122070
	Iteration 29Q: 3 clusters Score -2110630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2110690.250000 Penalty: 5017.122070
	Iteration 30Q: 3 clusters Score -2110690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2110746.000000 Penalty: 5017.122070
	Iteration 31Q: 3 clusters Score -2110746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2110785.000000 Penalty: 5017.122070
	Iteration 32Q: 3 clusters Score -2110785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2110813.000000 Penalty: 5017.122070
	Iteration 33Q: 3 clusters Score -2110813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2110841.250000 Penalty: 5017.122070
	Iteration 34Q: 3 clusters Score -2110841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2110866.250000 Penalty: 5017.122070
	Iteration 35Q: 3 clusters Score -2110866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2110886.500000 Penalty: 5017.122070
	Iteration 36Q: 3 clusters Score -2110886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2110911.000000 Penalty: 5017.122070
	Iteration 37Q: 3 clusters Score -2110911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2110929.500000 Penalty: 5017.122070
	Iteration 38Q: 3 clusters Score -2110930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2110952.250000 Penalty: 5017.122070
	Iteration 39Q: 3 clusters Score -2110952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2110979.750000 Penalty: 5017.122070
	Iteration 40F: 3 clusters Score -2110980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2110996.750000 Penalty: 5017.122070
	Iteration 41Q: 3 clusters Score -2110997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2111012.250000 Penalty: 5017.122070
	Iteration 42Q: 3 clusters Score -2111012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2111020.500000 Penalty: 5017.122070
	Iteration 43Q: 3 clusters Score -2111020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2111035.000000 Penalty: 5017.122070
	Iteration 44Q: 3 clusters Score -2111035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2111043.750000 Penalty: 5017.122070
	Iteration 45Q: 3 clusters Score -2111044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2111063.750000 Penalty: 5017.122070
	Iteration 46Q: 3 clusters Score -2111064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2111069.000000 Penalty: 5017.122070
	Iteration 47Q: 3 clusters Score -2111069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2111082.500000 Penalty: 5017.122070
	Iteration 48Q: 3 clusters Score -2111082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2111090.000000 Penalty: 5017.122070
	Iteration 49Q: 3 clusters Score -2111090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2111096.750000 Penalty: 5017.122070
	Iteration 50Q: 3 clusters Score -2111097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2111112.750000 Penalty: 5017.122070
	Iteration 51Q: 3 clusters Score -2111113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2111115.000000 Penalty: 5017.122070
	Iteration 52Q: 3 clusters Score -2111115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2111118.750000 Penalty: 5017.122070
	Iteration 53Q: 3 clusters Score -2111119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2111119.500000 Penalty: 5017.122070
	Iteration 54Q: 3 clusters Score -2111120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2111127.750000 Penalty: 5017.122070
	Iteration 55Q: 3 clusters Score -2111128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2111129.500000 Penalty: 5017.122070
	Iteration 56Q: 3 clusters Score -2111130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2111125.250000 Penalty: 5017.122070
	Iteration 57Q: 3 clusters Score -2111125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2111127.750000 Penalty: 5017.122070
	Iteration 58Q: 3 clusters Score -2111128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2111131.500000 Penalty: 5017.122070
	Iteration 59Q: 3 clusters Score -2111132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2111133.500000 Penalty: 5017.122070
	Iteration 60F: 3 clusters Score -2111134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2111136.750000 Penalty: 5017.122070
	Iteration 61Q: 3 clusters Score -2111137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2111140.250000 Penalty: 5017.122070
	Iteration 62Q: 3 clusters Score -2111140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2111146.000000 Penalty: 5017.122070
	Iteration 63Q: 3 clusters Score -2111146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2111148.000000 Penalty: 5017.122070
	Iteration 64Q: 3 clusters Score -2111148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2111147.500000 Penalty: 5017.122070
	Iteration 65Q: 3 clusters Score -2111148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2111150.250000 Penalty: 5017.122070
	Iteration 66Q: 3 clusters Score -2111150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2111150.750000 Penalty: 5017.122070
	Iteration 67Q: 3 clusters Score -2111151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2111155.250000 Penalty: 5017.122070
	Iteration 68Q: 3 clusters Score -2111155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2111155.750000 Penalty: 5017.122070
	Iteration 69Q: 3 clusters Score -2111156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2111155.000000 Penalty: 5017.122070
	Iteration 70Q: 3 clusters Score -2111155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2111159.500000 Penalty: 5017.122070
	Iteration 71Q: 3 clusters Score -2111160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2111158.000000 Penalty: 5017.122070
	Iteration 72Q: 3 clusters Score -2111158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2111160.750000 Penalty: 5017.122070
	Iteration 73Q: 3 clusters Score -2111161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2111161.000000 Penalty: 5017.122070
	Iteration 74Q: 3 clusters Score -2111161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2111162.500000 Penalty: 5017.122070
	Iteration 75Q: 3 clusters Score -2111162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2111163.000000 Penalty: 5017.122070
	Iteration 76Q: 3 clusters Score -2111163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2111168.000000 Penalty: 5017.122070
	Iteration 77Q: 3 clusters Score -2111168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2111169.750000 Penalty: 5017.122070
	Iteration 78Q: 3 clusters Score -2111170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2111170.500000 Penalty: 5017.122070
	Iteration 79Q: 3 clusters Score -2111170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2111172.250000 Penalty: 5017.122070
	Iteration 80F: 3 clusters Score -2111172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2111175.750000 Penalty: 5017.122070
	Iteration 81Q: 3 clusters Score -2111176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2111177.000000 Penalty: 5017.122070
	Iteration 82Q: 3 clusters Score -2111177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2111177.000000 Penalty: 5017.122070
	Iteration 83F: 3 clusters Score -2111177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Entering Unmasked Estep 
Score: -5720613.000000 Penalty: 2742.979248
	Iteration 0F: 2 clusters Score -5720613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5677937.500000 Penalty: 5485.958496
	Iteration 0F: 3 clusters Score -5677938 nChanged 29611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -5694561.000000 Penalty: 5485.958496
	Iteration 1F: 3 clusters Score -5694561 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5695266.000000 Penalty: 5485.958496
	Iteration 2Q: 3 clusters Score -5695266 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5696259.500000 Penalty: 5485.958496
	Iteration 3Q: 3 clusters Score -5696260 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5697715.500000 Penalty: 5485.958496
	Iteration 4Q: 3 clusters Score -5697716 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5700079.500000 Penalty: 5485.958496
	Iteration 5F: 3 clusters Score -5700080 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5703299.500000 Penalty: 5485.958496
	Iteration 6F: 3 clusters Score -5703300 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5707390.000000 Penalty: 5485.958496
	Iteration 7F: 3 clusters Score -5707390 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5711399.500000 Penalty: 5485.958496
	Iteration 8F: 3 clusters Score -5711400 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -5714538.500000 Penalty: 5485.958496
	Iteration 9F: 3 clusters Score -5714538 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5716563.000000 Penalty: 5485.958496
	Iteration 10Q: 3 clusters Score -5716563 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5717659.000000 Penalty: 5485.958496
	Iteration 11Q: 3 clusters Score -5717659 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5718276.000000 Penalty: 5485.958496
	Iteration 12Q: 3 clusters Score -5718276 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5718577.000000 Penalty: 5485.958496
	Iteration 13Q: 3 clusters Score -5718577 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5718753.000000 Penalty: 5485.958496
	Iteration 14Q: 3 clusters Score -5718753 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5718852.000000 Penalty: 5485.958496
	Iteration 15Q: 3 clusters Score -5718852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5718929.000000 Penalty: 5485.958496
	Iteration 16Q: 3 clusters Score -5718929 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5718982.000000 Penalty: 5485.958496
	Iteration 17Q: 3 clusters Score -5718982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5719010.500000 Penalty: 5485.958496
	Iteration 18Q: 3 clusters Score -5719010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5719054.500000 Penalty: 5485.958496
	Iteration 19Q: 3 clusters Score -5719054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5719086.500000 Penalty: 5485.958496
	Iteration 20F: 3 clusters Score -5719086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5719110.000000 Penalty: 5485.958496
	Iteration 21Q: 3 clusters Score -5719110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5719140.000000 Penalty: 5485.958496
	Iteration 22Q: 3 clusters Score -5719140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5719158.000000 Penalty: 5485.958496
	Iteration 23Q: 3 clusters Score -5719158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5719158.000000 Penalty: 5485.958496
	Iteration 24Q: 3 clusters Score -5719158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5719171.000000 Penalty: 5485.958496
	Iteration 25Q: 3 clusters Score -5719171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5719177.500000 Penalty: 5485.958496
	Iteration 26Q: 3 clusters Score -5719178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5719179.000000 Penalty: 5485.958496
	Iteration 27Q: 3 clusters Score -5719179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5719203.500000 Penalty: 5485.958496
	Iteration 28Q: 3 clusters Score -5719204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5719213.500000 Penalty: 5485.958496
	Iteration 29Q: 3 clusters Score -5719214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5719218.500000 Penalty: 5485.958496
	Iteration 30Q: 3 clusters Score -5719218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5719217.500000 Penalty: 5485.958496
	Iteration 31Q: 3 clusters Score -5719218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5719212.000000 Penalty: 5485.958496
	Iteration 32Q: 3 clusters Score -5719212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5719216.500000 Penalty: 5485.958496
	Iteration 33Q: 3 clusters Score -5719216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5719215.500000 Penalty: 5485.958496
	Iteration 34Q: 3 clusters Score -5719216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5719214.500000 Penalty: 5485.958496
	Iteration 35Q: 3 clusters Score -5719214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5719211.000000 Penalty: 5485.958496
	Iteration 36Q: 3 clusters Score -5719211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5719211.000000 Penalty: 5485.958496
	Iteration 37F: 3 clusters Score -5719211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -653165.375000 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -653165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -646857.937500 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -646857.9 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -648737.875000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -648737.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -649123.437500 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -649123.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -649451.312500 Penalty: 4441.966309
	Iteration 3F: 3 clusters Score -649451.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -649787.062500 Penalty: 4441.966309
	Iteration 4F: 3 clusters Score -649787.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -650111.000000 Penalty: 4441.966309
	Iteration 5F: 3 clusters Score -650111 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -650434.812500 Penalty: 4441.966309
	Iteration 6F: 3 clusters Score -650434.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -650725.312500 Penalty: 4441.966309
	Iteration 7Q: 3 clusters Score -650725.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -650925.750000 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -650925.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -651093.750000 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -651093.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -651218.437500 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -651218.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -651321.812500 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -651321.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -651396.750000 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -651396.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -651456.875000 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -651456.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -651509.500000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -651509.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -651571.562500 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -651571.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -651619.000000 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -651619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -651659.062500 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -651659.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -651688.812500 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -651688.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -651729.625000 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -651729.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -651768.125000 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -651768.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -651808.000000 Penalty: 4441.966309
	Iteration 21Q: 3 clusters Score -651808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -651848.312500 Penalty: 4441.966309
	Iteration 22Q: 3 clusters Score -651848.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -651888.812500 Penalty: 4441.966309
	Iteration 23Q: 3 clusters Score -651888.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -651932.437500 Penalty: 4441.966309
	Iteration 24Q: 3 clusters Score -651932.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -651996.812500 Penalty: 4441.966309
	Iteration 25Q: 3 clusters Score -651996.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -652073.250000 Penalty: 4441.966309
	Iteration 26Q: 3 clusters Score -652073.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -652163.687500 Penalty: 4441.966309
	Iteration 27Q: 3 clusters Score -652163.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -652237.937500 Penalty: 4441.966309
	Iteration 28Q: 3 clusters Score -652237.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -652274.562500 Penalty: 4441.966309
	Iteration 29Q: 3 clusters Score -652274.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -652294.500000 Penalty: 4441.966309
	Iteration 30Q: 3 clusters Score -652294.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -652310.375000 Penalty: 4441.966309
	Iteration 31Q: 3 clusters Score -652310.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -652319.937500 Penalty: 4441.966309
	Iteration 32Q: 3 clusters Score -652319.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -652326.687500 Penalty: 4441.966309
	Iteration 33Q: 3 clusters Score -652326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -652331.625000 Penalty: 4441.966309
	Iteration 34Q: 3 clusters Score -652331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -652330.812500 Penalty: 4441.966309
	Iteration 35Q: 3 clusters Score -652330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -652331.250000 Penalty: 4441.966309
	Iteration 36Q: 3 clusters Score -652331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -652334.250000 Penalty: 4441.966309
	Iteration 37Q: 3 clusters Score -652334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -652332.875000 Penalty: 4441.966309
	Iteration 38Q: 3 clusters Score -652332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -652333.125000 Penalty: 4441.966309
	Iteration 39F: 3 clusters Score -652333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -652334.500000 Penalty: 4441.966309
	Iteration 40F: 3 clusters Score -652334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -652334.312500 Penalty: 4441.966309
	Iteration 41Q: 3 clusters Score -652334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -652334.312500 Penalty: 4441.966309
	Iteration 42F: 3 clusters Score -652334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Entering Unmasked Estep 
Score: -1999207.875000 Penalty: 2498.087891
	Iteration 0F: 2 clusters Score -1999208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1982819.500000 Penalty: 4996.175781
	Iteration 0F: 3 clusters Score -1982820 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1988589.250000 Penalty: 4996.175781
	Iteration 1F: 3 clusters Score -1988589 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1989246.375000 Penalty: 4996.175781
	Iteration 2F: 3 clusters Score -1989246 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1990072.125000 Penalty: 4996.175781
	Iteration 3F: 3 clusters Score -1990072 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1991070.750000 Penalty: 4996.175781
	Iteration 4F: 3 clusters Score -1991071 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1992212.125000 Penalty: 4996.175781
	Iteration 5F: 3 clusters Score -1992212 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1993461.125000 Penalty: 4996.175781
	Iteration 6F: 3 clusters Score -1993461 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1994642.250000 Penalty: 4996.175781
	Iteration 7F: 3 clusters Score -1994642 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1995601.250000 Penalty: 4996.175781
	Iteration 8F: 3 clusters Score -1995601 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1996398.625000 Penalty: 4996.175781
	Iteration 9Q: 3 clusters Score -1996399 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1996998.500000 Penalty: 4996.175781
	Iteration 10Q: 3 clusters Score -1996998 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1997501.375000 Penalty: 4996.175781
	Iteration 11Q: 3 clusters Score -1997501 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1997886.375000 Penalty: 4996.175781
	Iteration 12Q: 3 clusters Score -1997886 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1998155.000000 Penalty: 4996.175781
	Iteration 13Q: 3 clusters Score -1998155 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1998389.000000 Penalty: 4996.175781
	Iteration 14Q: 3 clusters Score -1998389 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1998572.750000 Penalty: 4996.175781
	Iteration 15Q: 3 clusters Score -1998573 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1998783.875000 Penalty: 4996.175781
	Iteration 16Q: 3 clusters Score -1998784 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1999020.875000 Penalty: 4996.175781
	Iteration 17Q: 3 clusters Score -1999021 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1999195.750000 Penalty: 4996.175781
	Iteration 18Q: 3 clusters Score -1999196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1999302.000000 Penalty: 4996.175781
	Iteration 19Q: 3 clusters Score -1999302 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1999396.750000 Penalty: 4996.175781
	Iteration 20F: 3 clusters Score -1999397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1999480.750000 Penalty: 4996.175781
	Iteration 21Q: 3 clusters Score -1999481 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1999525.125000 Penalty: 4996.175781
	Iteration 22Q: 3 clusters Score -1999525 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1999569.250000 Penalty: 4996.175781
	Iteration 23Q: 3 clusters Score -1999569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1999595.750000 Penalty: 4996.175781
	Iteration 24Q: 3 clusters Score -1999596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1999608.750000 Penalty: 4996.175781
	Iteration 25Q: 3 clusters Score -1999609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1999626.875000 Penalty: 4996.175781
	Iteration 26Q: 3 clusters Score -1999627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1999638.125000 Penalty: 4996.175781
	Iteration 27Q: 3 clusters Score -1999638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1999640.125000 Penalty: 4996.175781
	Iteration 28Q: 3 clusters Score -1999640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1999641.125000 Penalty: 4996.175781
	Iteration 29Q: 3 clusters Score -1999641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1999655.375000 Penalty: 4996.175781
	Iteration 30Q: 3 clusters Score -1999655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1999657.875000 Penalty: 4996.175781
	Iteration 31Q: 3 clusters Score -1999658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1999671.625000 Penalty: 4996.175781
	Iteration 32Q: 3 clusters Score -1999672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1999669.625000 Penalty: 4996.175781
	Iteration 33Q: 3 clusters Score -1999670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1999671.875000 Penalty: 4996.175781
	Iteration 34Q: 3 clusters Score -1999672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1999671.500000 Penalty: 4996.175781
	Iteration 35Q: 3 clusters Score -1999672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1999678.875000 Penalty: 4996.175781
	Iteration 36Q: 3 clusters Score -1999679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1999676.500000 Penalty: 4996.175781
	Iteration 37Q: 3 clusters Score -1999676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1999687.000000 Penalty: 4996.175781
	Iteration 38Q: 3 clusters Score -1999687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1999691.625000 Penalty: 4996.175781
	Iteration 39Q: 3 clusters Score -1999692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1999685.500000 Penalty: 4996.175781
	Iteration 40F: 3 clusters Score -1999686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1999689.750000 Penalty: 4996.175781
	Iteration 41Q: 3 clusters Score -1999690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1999694.375000 Penalty: 4996.175781
	Iteration 42Q: 3 clusters Score -1999694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1999692.000000 Penalty: 4996.175781
	Iteration 43Q: 3 clusters Score -1999692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1999694.750000 Penalty: 4996.175781
	Iteration 44Q: 3 clusters Score -1999695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1999697.625000 Penalty: 4996.175781
	Iteration 45Q: 3 clusters Score -1999698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1999701.125000 Penalty: 4996.175781
	Iteration 46Q: 3 clusters Score -1999701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1999699.375000 Penalty: 4996.175781
	Iteration 47Q: 3 clusters Score -1999699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1999703.375000 Penalty: 4996.175781
	Iteration 48Q: 3 clusters Score -1999703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1999697.000000 Penalty: 4996.175781
	Iteration 49Q: 3 clusters Score -1999697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1999698.250000 Penalty: 4996.175781
	Iteration 50Q: 3 clusters Score -1999698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1999697.250000 Penalty: 4996.175781
	Iteration 51Q: 3 clusters Score -1999697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1999699.750000 Penalty: 4996.175781
	Iteration 52Q: 3 clusters Score -1999700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1999701.125000 Penalty: 4996.175781
	Iteration 53Q: 3 clusters Score -1999701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1999704.375000 Penalty: 4996.175781
	Iteration 54Q: 3 clusters Score -1999704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1999704.375000 Penalty: 4996.175781
	Iteration 55Q: 3 clusters Score -1999704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1999707.125000 Penalty: 4996.175781
	Iteration 56Q: 3 clusters Score -1999707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1999709.875000 Penalty: 4996.175781
	Iteration 57Q: 3 clusters Score -1999710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1999709.125000 Penalty: 4996.175781
	Iteration 58Q: 3 clusters Score -1999709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1999713.875000 Penalty: 4996.175781
	Iteration 59Q: 3 clusters Score -1999714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1999710.000000 Penalty: 4996.175781
	Iteration 60F: 3 clusters Score -1999710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1999715.000000 Penalty: 4996.175781
	Iteration 61Q: 3 clusters Score -1999715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1999715.875000 Penalty: 4996.175781
	Iteration 62Q: 3 clusters Score -1999716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1999715.875000 Penalty: 4996.175781
	Iteration 63Q: 3 clusters Score -1999716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1999715.500000 Penalty: 4996.175781
	Iteration 64Q: 3 clusters Score -1999716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1999715.375000 Penalty: 4996.175781
	Iteration 65Q: 3 clusters Score -1999715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1999717.750000 Penalty: 4996.175781
	Iteration 66Q: 3 clusters Score -1999718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1999718.125000 Penalty: 4996.175781
	Iteration 67Q: 3 clusters Score -1999718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1999719.000000 Penalty: 4996.175781
	Iteration 68Q: 3 clusters Score -1999719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1999717.000000 Penalty: 4996.175781
	Iteration 69Q: 3 clusters Score -1999717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1999717.000000 Penalty: 4996.175781
	Iteration 70F: 3 clusters Score -1999717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397120 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143611 members 
Mstep: Class 5 contains 188740 members 
Mstep: Class 6 contains 382547 members 
Mstep: Class 7 contains 25573 members 
Mstep: Class 8 contains 32908 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 18044 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24715 members 
Mstep: Class 20 contains 63602 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 18680 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 23530 members 
Mstep: Class 27 contains 12895 members 
Mstep: Class 28 contains 5013 members 
Entering Unmasked Estep 
Score: -146469136.000000 Penalty: 99641.851562
Splitting cluster 22 changes total score from -146469840.000000 to -146469136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (57826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Entering Unmasked Estep 
Score: -5216828.500000 Penalty: 2719.368164
	Iteration 0F: 2 clusters Score -5216828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -5178012.500000 Penalty: 5438.736328
	Iteration 0F: 3 clusters Score -5178012 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -5193058.000000 Penalty: 5438.736328
	Iteration 1F: 3 clusters Score -5193058 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -5193665.500000 Penalty: 5438.736328
	Iteration 2Q: 3 clusters Score -5193666 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -5194312.000000 Penalty: 5438.736328
	Iteration 3Q: 3 clusters Score -5194312 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -5195113.500000 Penalty: 5438.736328
	Iteration 4Q: 3 clusters Score -5195114 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -5196218.500000 Penalty: 5438.736328
	Iteration 5Q: 3 clusters Score -5196218 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5197809.500000 Penalty: 5438.736328
	Iteration 6F: 3 clusters Score -5197810 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5199923.500000 Penalty: 5438.736328
	Iteration 7F: 3 clusters Score -5199924 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5202565.500000 Penalty: 5438.736328
	Iteration 8F: 3 clusters Score -5202566 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5205269.000000 Penalty: 5438.736328
	Iteration 9F: 3 clusters Score -5205269 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5207463.500000 Penalty: 5438.736328
	Iteration 10F: 3 clusters Score -5207464 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5208942.000000 Penalty: 5438.736328
	Iteration 11Q: 3 clusters Score -5208942 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5209825.500000 Penalty: 5438.736328
	Iteration 12Q: 3 clusters Score -5209826 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -5210449.000000 Penalty: 5438.736328
	Iteration 13Q: 3 clusters Score -5210449 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -5210918.500000 Penalty: 5438.736328
	Iteration 14Q: 3 clusters Score -5210918 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -5211405.500000 Penalty: 5438.736328
	Iteration 15Q: 3 clusters Score -5211406 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -5211841.500000 Penalty: 5438.736328
	Iteration 16Q: 3 clusters Score -5211842 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -5212255.000000 Penalty: 5438.736328
	Iteration 17Q: 3 clusters Score -5212255 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -5212625.000000 Penalty: 5438.736328
	Iteration 18Q: 3 clusters Score -5212625 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -5212941.000000 Penalty: 5438.736328
	Iteration 19Q: 3 clusters Score -5212941 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -5213234.000000 Penalty: 5438.736328
	Iteration 20F: 3 clusters Score -5213234 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -5213486.500000 Penalty: 5438.736328
	Iteration 21Q: 3 clusters Score -5213486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -5213669.000000 Penalty: 5438.736328
	Iteration 22Q: 3 clusters Score -5213669 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -5213883.000000 Penalty: 5438.736328
	Iteration 23Q: 3 clusters Score -5213883 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -5214033.000000 Penalty: 5438.736328
	Iteration 24Q: 3 clusters Score -5214033 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -5214223.500000 Penalty: 5438.736328
	Iteration 25Q: 3 clusters Score -5214224 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -5214344.000000 Penalty: 5438.736328
	Iteration 26Q: 3 clusters Score -5214344 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -5214454.000000 Penalty: 5438.736328
	Iteration 27Q: 3 clusters Score -5214454 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -5214527.000000 Penalty: 5438.736328
	Iteration 28Q: 3 clusters Score -5214527 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -5214584.500000 Penalty: 5438.736328
	Iteration 29Q: 3 clusters Score -5214584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -5214630.000000 Penalty: 5438.736328
	Iteration 30Q: 3 clusters Score -5214630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -5214666.500000 Penalty: 5438.736328
	Iteration 31Q: 3 clusters Score -5214666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -5214700.500000 Penalty: 5438.736328
	Iteration 32Q: 3 clusters Score -5214700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -5214732.000000 Penalty: 5438.736328
	Iteration 33Q: 3 clusters Score -5214732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -5214748.500000 Penalty: 5438.736328
	Iteration 34Q: 3 clusters Score -5214748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -5214751.000000 Penalty: 5438.736328
	Iteration 35Q: 3 clusters Score -5214751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -5214755.000000 Penalty: 5438.736328
	Iteration 36Q: 3 clusters Score -5214755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5214763.500000 Penalty: 5438.736328
	Iteration 37Q: 3 clusters Score -5214764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -5214772.000000 Penalty: 5438.736328
	Iteration 38Q: 3 clusters Score -5214772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -5214774.000000 Penalty: 5438.736328
	Iteration 39Q: 3 clusters Score -5214774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -5214785.500000 Penalty: 5438.736328
	Iteration 40F: 3 clusters Score -5214786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -5214798.500000 Penalty: 5438.736328
	Iteration 41Q: 3 clusters Score -5214798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -5214796.000000 Penalty: 5438.736328
	Iteration 42Q: 3 clusters Score -5214796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -5214796.500000 Penalty: 5438.736328
	Iteration 43Q: 3 clusters Score -5214796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -5214806.000000 Penalty: 5438.736328
	Iteration 44Q: 3 clusters Score -5214806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -5214810.000000 Penalty: 5438.736328
	Iteration 45Q: 3 clusters Score -5214810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -5214811.500000 Penalty: 5438.736328
	Iteration 46Q: 3 clusters Score -5214812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -5214809.000000 Penalty: 5438.736328
	Iteration 47Q: 3 clusters Score -5214809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -5214813.500000 Penalty: 5438.736328
	Iteration 48Q: 3 clusters Score -5214814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -5214816.000000 Penalty: 5438.736328
	Iteration 49Q: 3 clusters Score -5214816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -5214812.500000 Penalty: 5438.736328
	Iteration 50Q: 3 clusters Score -5214812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -5214806.500000 Penalty: 5438.736328
	Iteration 51Q: 3 clusters Score -5214806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -5214812.000000 Penalty: 5438.736328
	Iteration 52Q: 3 clusters Score -5214812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -5214815.500000 Penalty: 5438.736328
	Iteration 53Q: 3 clusters Score -5214816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -5214824.500000 Penalty: 5438.736328
	Iteration 54Q: 3 clusters Score -5214824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -5214826.000000 Penalty: 5438.736328
	Iteration 55Q: 3 clusters Score -5214826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -5214826.000000 Penalty: 5438.736328
	Iteration 56F: 3 clusters Score -5214826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Entering Unmasked Estep 
Score: -3265523.500000 Penalty: 2614.093262
	Iteration 0F: 2 clusters Score -3265524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3239733.250000 Penalty: 5228.186523
	Iteration 0F: 3 clusters Score -3239733 nChanged 17311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3249078.500000 Penalty: 5228.186523
	Iteration 1F: 3 clusters Score -3249078 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3249749.500000 Penalty: 5228.186523
	Iteration 2Q: 3 clusters Score -3249750 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3250435.000000 Penalty: 5228.186523
	Iteration 3Q: 3 clusters Score -3250435 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3251285.250000 Penalty: 5228.186523
	Iteration 4Q: 3 clusters Score -3251285 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3252376.250000 Penalty: 5228.186523
	Iteration 5F: 3 clusters Score -3252376 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3253775.000000 Penalty: 5228.186523
	Iteration 6F: 3 clusters Score -3253775 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3255535.750000 Penalty: 5228.186523
	Iteration 7F: 3 clusters Score -3255536 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3257428.000000 Penalty: 5228.186523
	Iteration 8F: 3 clusters Score -3257428 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3259092.000000 Penalty: 5228.186523
	Iteration 9F: 3 clusters Score -3259092 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3260328.000000 Penalty: 5228.186523
	Iteration 10Q: 3 clusters Score -3260328 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3261238.000000 Penalty: 5228.186523
	Iteration 11Q: 3 clusters Score -3261238 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3261976.500000 Penalty: 5228.186523
	Iteration 12Q: 3 clusters Score -3261976 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -3262492.750000 Penalty: 5228.186523
	Iteration 13Q: 3 clusters Score -3262493 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3262808.500000 Penalty: 5228.186523
	Iteration 14Q: 3 clusters Score -3262808 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3262990.000000 Penalty: 5228.186523
	Iteration 15Q: 3 clusters Score -3262990 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3263167.750000 Penalty: 5228.186523
	Iteration 16Q: 3 clusters Score -3263168 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3263313.500000 Penalty: 5228.186523
	Iteration 17Q: 3 clusters Score -3263314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -3263431.750000 Penalty: 5228.186523
	Iteration 18Q: 3 clusters Score -3263432 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3263524.250000 Penalty: 5228.186523
	Iteration 19Q: 3 clusters Score -3263524 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -3263610.500000 Penalty: 5228.186523
	Iteration 20F: 3 clusters Score -3263610 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3263682.750000 Penalty: 5228.186523
	Iteration 21Q: 3 clusters Score -3263683 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -3263740.750000 Penalty: 5228.186523
	Iteration 22Q: 3 clusters Score -3263741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -3263785.000000 Penalty: 5228.186523
	Iteration 23Q: 3 clusters Score -3263785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3263800.500000 Penalty: 5228.186523
	Iteration 24Q: 3 clusters Score -3263800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3263815.750000 Penalty: 5228.186523
	Iteration 25Q: 3 clusters Score -3263816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -3263829.250000 Penalty: 5228.186523
	Iteration 26Q: 3 clusters Score -3263829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3263843.750000 Penalty: 5228.186523
	Iteration 27Q: 3 clusters Score -3263844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -3263849.500000 Penalty: 5228.186523
	Iteration 28Q: 3 clusters Score -3263850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -3263853.250000 Penalty: 5228.186523
	Iteration 29Q: 3 clusters Score -3263853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -3263865.500000 Penalty: 5228.186523
	Iteration 30Q: 3 clusters Score -3263866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3263868.250000 Penalty: 5228.186523
	Iteration 31Q: 3 clusters Score -3263868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3263879.750000 Penalty: 5228.186523
	Iteration 32Q: 3 clusters Score -3263880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3263887.500000 Penalty: 5228.186523
	Iteration 33Q: 3 clusters Score -3263888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3263892.000000 Penalty: 5228.186523
	Iteration 34Q: 3 clusters Score -3263892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3263894.750000 Penalty: 5228.186523
	Iteration 35Q: 3 clusters Score -3263895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3263900.500000 Penalty: 5228.186523
	Iteration 36Q: 3 clusters Score -3263900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3263922.750000 Penalty: 5228.186523
	Iteration 37Q: 3 clusters Score -3263923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -3263930.750000 Penalty: 5228.186523
	Iteration 38Q: 3 clusters Score -3263931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -3263948.750000 Penalty: 5228.186523
	Iteration 39Q: 3 clusters Score -3263949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -3263962.250000 Penalty: 5228.186523
	Iteration 40F: 3 clusters Score -3263962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -3263976.000000 Penalty: 5228.186523
	Iteration 41Q: 3 clusters Score -3263976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3263978.500000 Penalty: 5228.186523
	Iteration 42Q: 3 clusters Score -3263978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3263986.250000 Penalty: 5228.186523
	Iteration 43Q: 3 clusters Score -3263986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3263997.000000 Penalty: 5228.186523
	Iteration 44Q: 3 clusters Score -3263997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -3264009.250000 Penalty: 5228.186523
	Iteration 45Q: 3 clusters Score -3264009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3264019.250000 Penalty: 5228.186523
	Iteration 46Q: 3 clusters Score -3264019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -3264021.750000 Penalty: 5228.186523
	Iteration 47Q: 3 clusters Score -3264022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -3264023.000000 Penalty: 5228.186523
	Iteration 48Q: 3 clusters Score -3264023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3264028.000000 Penalty: 5228.186523
	Iteration 49Q: 3 clusters Score -3264028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -3264031.250000 Penalty: 5228.186523
	Iteration 50Q: 3 clusters Score -3264031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -3264029.500000 Penalty: 5228.186523
	Iteration 51Q: 3 clusters Score -3264030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -3264037.000000 Penalty: 5228.186523
	Iteration 52Q: 3 clusters Score -3264037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3264033.000000 Penalty: 5228.186523
	Iteration 53Q: 3 clusters Score -3264033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3264035.750000 Penalty: 5228.186523
	Iteration 54Q: 3 clusters Score -3264036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3264039.000000 Penalty: 5228.186523
	Iteration 55Q: 3 clusters Score -3264039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3264039.000000 Penalty: 5228.186523
	Iteration 56F: 3 clusters Score -3264039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -187758.156250 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -187758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -184929.015625 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -184929 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -185513.390625 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -185513.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -185669.359375 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -185669.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -185751.000000 Penalty: 3853.402344
	Iteration 3Q: 3 clusters Score -185751 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -185811.421875 Penalty: 3853.402344
	Iteration 4Q: 3 clusters Score -185811.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -185877.953125 Penalty: 3853.402344
	Iteration 5Q: 3 clusters Score -185878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -185926.140625 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -185926.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -185987.890625 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -185987.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -186036.062500 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -186036.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -186101.546875 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -186101.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -186157.890625 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -186157.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -186198.890625 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -186198.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -186255.828125 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -186255.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -186312.421875 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -186312.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -186368.718750 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -186368.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -186436.265625 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -186436.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -186486.484375 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -186486.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -186535.937500 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -186535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -186570.796875 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -186570.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -186591.906250 Penalty: 3853.402344
	Iteration 19Q: 3 clusters Score -186591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -186604.296875 Penalty: 3853.402344
	Iteration 20F: 3 clusters Score -186604.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -186618.953125 Penalty: 3853.402344
	Iteration 21Q: 3 clusters Score -186619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -186627.468750 Penalty: 3853.402344
	Iteration 22Q: 3 clusters Score -186627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -186638.031250 Penalty: 3853.402344
	Iteration 23Q: 3 clusters Score -186638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -186641.593750 Penalty: 3853.402344
	Iteration 24Q: 3 clusters Score -186641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -186644.015625 Penalty: 3853.402344
	Iteration 25Q: 3 clusters Score -186644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -186648.671875 Penalty: 3853.402344
	Iteration 26Q: 3 clusters Score -186648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -186650.500000 Penalty: 3853.402344
	Iteration 27Q: 3 clusters Score -186650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -186652.359375 Penalty: 3853.402344
	Iteration 28Q: 3 clusters Score -186652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -186653.765625 Penalty: 3853.402344
	Iteration 29Q: 3 clusters Score -186653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -186653.765625 Penalty: 3853.402344
	Iteration 30F: 3 clusters Score -186653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Entering Unmasked Estep 
Score: -1900675.625000 Penalty: 2496.375732
	Iteration 0F: 2 clusters Score -1900676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1884280.000000 Penalty: 4992.751465
	Iteration 0F: 3 clusters Score -1884280 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1890014.125000 Penalty: 4992.751465
	Iteration 1F: 3 clusters Score -1890014 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1890482.375000 Penalty: 4992.751465
	Iteration 2F: 3 clusters Score -1890482 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1890897.375000 Penalty: 4992.751465
	Iteration 3Q: 3 clusters Score -1890897 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1891282.375000 Penalty: 4992.751465
	Iteration 4Q: 3 clusters Score -1891282 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1891662.875000 Penalty: 4992.751465
	Iteration 5Q: 3 clusters Score -1891663 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1892070.875000 Penalty: 4992.751465
	Iteration 6Q: 3 clusters Score -1892071 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1892543.875000 Penalty: 4992.751465
	Iteration 7Q: 3 clusters Score -1892544 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1893135.500000 Penalty: 4992.751465
	Iteration 8Q: 3 clusters Score -1893136 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1893722.375000 Penalty: 4992.751465
	Iteration 9Q: 3 clusters Score -1893722 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1894336.125000 Penalty: 4992.751465
	Iteration 10Q: 3 clusters Score -1894336 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1894993.500000 Penalty: 4992.751465
	Iteration 11Q: 3 clusters Score -1894994 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1895545.375000 Penalty: 4992.751465
	Iteration 12Q: 3 clusters Score -1895545 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1896027.875000 Penalty: 4992.751465
	Iteration 13Q: 3 clusters Score -1896028 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1896475.000000 Penalty: 4992.751465
	Iteration 14Q: 3 clusters Score -1896475 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1896851.250000 Penalty: 4992.751465
	Iteration 15Q: 3 clusters Score -1896851 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -1897204.250000 Penalty: 4992.751465
	Iteration 16Q: 3 clusters Score -1897204 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1897522.750000 Penalty: 4992.751465
	Iteration 17Q: 3 clusters Score -1897523 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1897775.375000 Penalty: 4992.751465
	Iteration 18Q: 3 clusters Score -1897775 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1897952.875000 Penalty: 4992.751465
	Iteration 19Q: 3 clusters Score -1897953 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -1898086.125000 Penalty: 4992.751465
	Iteration 20F: 3 clusters Score -1898086 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1898190.500000 Penalty: 4992.751465
	Iteration 21Q: 3 clusters Score -1898190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1898277.750000 Penalty: 4992.751465
	Iteration 22Q: 3 clusters Score -1898278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -1898349.625000 Penalty: 4992.751465
	Iteration 23Q: 3 clusters Score -1898350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -1898408.750000 Penalty: 4992.751465
	Iteration 24Q: 3 clusters Score -1898409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1898449.250000 Penalty: 4992.751465
	Iteration 25Q: 3 clusters Score -1898449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1898490.875000 Penalty: 4992.751465
	Iteration 26Q: 3 clusters Score -1898491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -1898530.375000 Penalty: 4992.751465
	Iteration 27Q: 3 clusters Score -1898530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1898556.000000 Penalty: 4992.751465
	Iteration 28Q: 3 clusters Score -1898556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -1898574.125000 Penalty: 4992.751465
	Iteration 29Q: 3 clusters Score -1898574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -1898587.375000 Penalty: 4992.751465
	Iteration 30Q: 3 clusters Score -1898587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -1898595.000000 Penalty: 4992.751465
	Iteration 31Q: 3 clusters Score -1898595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -1898604.000000 Penalty: 4992.751465
	Iteration 32Q: 3 clusters Score -1898604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -1898609.625000 Penalty: 4992.751465
	Iteration 33Q: 3 clusters Score -1898610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -1898616.375000 Penalty: 4992.751465
	Iteration 34Q: 3 clusters Score -1898616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -1898625.250000 Penalty: 4992.751465
	Iteration 35Q: 3 clusters Score -1898625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -1898637.125000 Penalty: 4992.751465
	Iteration 36Q: 3 clusters Score -1898637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1898639.625000 Penalty: 4992.751465
	Iteration 37Q: 3 clusters Score -1898640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1898641.375000 Penalty: 4992.751465
	Iteration 38Q: 3 clusters Score -1898641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -1898642.000000 Penalty: 4992.751465
	Iteration 39Q: 3 clusters Score -1898642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1898642.375000 Penalty: 4992.751465
	Iteration 40F: 3 clusters Score -1898642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -1898647.750000 Penalty: 4992.751465
	Iteration 41Q: 3 clusters Score -1898648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -1898646.125000 Penalty: 4992.751465
	Iteration 42Q: 3 clusters Score -1898646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -1898646.500000 Penalty: 4992.751465
	Iteration 43Q: 3 clusters Score -1898646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1898649.250000 Penalty: 4992.751465
	Iteration 44Q: 3 clusters Score -1898649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -1898648.625000 Penalty: 4992.751465
	Iteration 45Q: 3 clusters Score -1898649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1898649.500000 Penalty: 4992.751465
	Iteration 46Q: 3 clusters Score -1898650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1898649.250000 Penalty: 4992.751465
	Iteration 47Q: 3 clusters Score -1898649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1898651.625000 Penalty: 4992.751465
	Iteration 48Q: 3 clusters Score -1898652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1898651.625000 Penalty: 4992.751465
	Iteration 49F: 3 clusters Score -1898652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1164638.250000 Penalty: 2347.219482
	Iteration 0F: 2 clusters Score -1164638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1155101.250000 Penalty: 4694.438965
	Iteration 0F: 3 clusters Score -1155101 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1157909.125000 Penalty: 4694.438965
	Iteration 1F: 3 clusters Score -1157909 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1158205.625000 Penalty: 4694.438965
	Iteration 2F: 3 clusters Score -1158206 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1158435.500000 Penalty: 4694.438965
	Iteration 3Q: 3 clusters Score -1158436 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1158617.500000 Penalty: 4694.438965
	Iteration 4Q: 3 clusters Score -1158618 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1158756.625000 Penalty: 4694.438965
	Iteration 5Q: 3 clusters Score -1158757 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1158877.375000 Penalty: 4694.438965
	Iteration 6Q: 3 clusters Score -1158877 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1159002.375000 Penalty: 4694.438965
	Iteration 7Q: 3 clusters Score -1159002 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1159138.000000 Penalty: 4694.438965
	Iteration 8Q: 3 clusters Score -1159138 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1159284.250000 Penalty: 4694.438965
	Iteration 9Q: 3 clusters Score -1159284 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1159459.375000 Penalty: 4694.438965
	Iteration 10Q: 3 clusters Score -1159459 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1159657.500000 Penalty: 4694.438965
	Iteration 11Q: 3 clusters Score -1159658 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1159910.125000 Penalty: 4694.438965
	Iteration 12Q: 3 clusters Score -1159910 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1160232.000000 Penalty: 4694.438965
	Iteration 13Q: 3 clusters Score -1160232 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1160587.250000 Penalty: 4694.438965
	Iteration 14Q: 3 clusters Score -1160587 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1160905.125000 Penalty: 4694.438965
	Iteration 15Q: 3 clusters Score -1160905 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1161218.250000 Penalty: 4694.438965
	Iteration 16Q: 3 clusters Score -1161218 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1161530.625000 Penalty: 4694.438965
	Iteration 17Q: 3 clusters Score -1161531 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1161784.125000 Penalty: 4694.438965
	Iteration 18Q: 3 clusters Score -1161784 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1161982.875000 Penalty: 4694.438965
	Iteration 19Q: 3 clusters Score -1161983 nChanged 206
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: -1162127.375000 Penalty: 4694.438965
	Iteration 20F: 3 clusters Score -1162127 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1162237.750000 Penalty: 4694.438965
	Iteration 21Q: 3 clusters Score -1162238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1162315.000000 Penalty: 4694.438965
	Iteration 22Q: 3 clusters Score -1162315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1162374.000000 Penalty: 4694.438965
	Iteration 23Q: 3 clusters Score -1162374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1162411.125000 Penalty: 4694.438965
	Iteration 24Q: 3 clusters Score -1162411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1162437.250000 Penalty: 4694.438965
	Iteration 25Q: 3 clusters Score -1162437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1162470.750000 Penalty: 4694.438965
	Iteration 26Q: 3 clusters Score -1162471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1162505.500000 Penalty: 4694.438965
	Iteration 27Q: 3 clusters Score -1162506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1162531.000000 Penalty: 4694.438965
	Iteration 28Q: 3 clusters Score -1162531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1162562.125000 Penalty: 4694.438965
	Iteration 29Q: 3 clusters Score -1162562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1162582.500000 Penalty: 4694.438965
	Iteration 30Q: 3 clusters Score -1162582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1162596.000000 Penalty: 4694.438965
	Iteration 31Q: 3 clusters Score -1162596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1162605.625000 Penalty: 4694.438965
	Iteration 32Q: 3 clusters Score -1162606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1162613.250000 Penalty: 4694.438965
	Iteration 33Q: 3 clusters Score -1162613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1162616.250000 Penalty: 4694.438965
	Iteration 34Q: 3 clusters Score -1162616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1162617.625000 Penalty: 4694.438965
	Iteration 35Q: 3 clusters Score -1162618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1162620.500000 Penalty: 4694.438965
	Iteration 36Q: 3 clusters Score -1162620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1162622.500000 Penalty: 4694.438965
	Iteration 37Q: 3 clusters Score -1162622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1162624.500000 Penalty: 4694.438965
	Iteration 38Q: 3 clusters Score -1162624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1162627.000000 Penalty: 4694.438965
	Iteration 39Q: 3 clusters Score -1162627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1162632.375000 Penalty: 4694.438965
	Iteration 40F: 3 clusters Score -1162632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1162636.625000 Penalty: 4694.438965
	Iteration 41Q: 3 clusters Score -1162637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1162640.500000 Penalty: 4694.438965
	Iteration 42Q: 3 clusters Score -1162640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1162642.875000 Penalty: 4694.438965
	Iteration 43Q: 3 clusters Score -1162643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1162644.500000 Penalty: 4694.438965
	Iteration 44Q: 3 clusters Score -1162644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1162649.125000 Penalty: 4694.438965
	Iteration 45Q: 3 clusters Score -1162649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1162650.625000 Penalty: 4694.438965
	Iteration 46Q: 3 clusters Score -1162651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1162653.250000 Penalty: 4694.438965
	Iteration 47Q: 3 clusters Score -1162653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1162654.250000 Penalty: 4694.438965
	Iteration 48Q: 3 clusters Score -1162654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1162657.500000 Penalty: 4694.438965
	Iteration 49Q: 3 clusters Score -1162658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1162660.375000 Penalty: 4694.438965
	Iteration 50Q: 3 clusters Score -1162660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1162665.125000 Penalty: 4694.438965
	Iteration 51Q: 3 clusters Score -1162665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1162667.375000 Penalty: 4694.438965
	Iteration 52Q: 3 clusters Score -1162667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1162667.875000 Penalty: 4694.438965
	Iteration 53Q: 3 clusters Score -1162668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1162667.750000 Penalty: 4694.438965
	Iteration 54Q: 3 clusters Score -1162668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1162669.125000 Penalty: 4694.438965
	Iteration 55Q: 3 clusters Score -1162669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1162669.125000 Penalty: 4694.438965
	Iteration 56Q: 3 clusters Score -1162669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1162669.750000 Penalty: 4694.438965
	Iteration 57Q: 3 clusters Score -1162670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1162669.750000 Penalty: 4694.438965
	Iteration 58F: 3 clusters Score -1162670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397120 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143611 members 
Mstep: Class 5 contains 188740 members 
Mstep: Class 6 contains 382547 members 
Mstep: Class 7 contains 25573 members 
Mstep: Class 8 contains 32908 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 18044 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24715 members 
Mstep: Class 20 contains 63602 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 23693 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 23530 members 
Mstep: Class 27 contains 12895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469920.000000 Penalty: 96083.218750
Iteration 199Q: 28 clusters Score -1.464699e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397115 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143590 members 
Mstep: Class 5 contains 188736 members 
Mstep: Class 6 contains 382561 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 32906 members 
Mstep: Class 9 contains 8889 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24714 members 
Mstep: Class 20 contains 63601 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 23692 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2371 members 
Mstep: Class 26 contains 23539 members 
Mstep: Class 27 contains 12930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469984.000000 Penalty: 96083.218750
Iteration 200F: 28 clusters Score -1.4647e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397117 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143559 members 
Mstep: Class 5 contains 188731 members 
Mstep: Class 6 contains 382569 members 
Mstep: Class 7 contains 25520 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 8890 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 155860 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24712 members 
Mstep: Class 20 contains 63600 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 57826 members 
Mstep: Class 24 contains 37823 members 
Mstep: Class 25 contains 2374 members 
Mstep: Class 26 contains 23540 members 
Mstep: Class 27 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469904.000000 Penalty: 96083.218750
Iteration 201Q: 28 clusters Score -1.464699e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397108 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143545 members 
Mstep: Class 5 contains 188734 members 
Mstep: Class 6 contains 382571 members 
Mstep: Class 7 contains 25503 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 8889 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4409 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 155861 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24706 members 
Mstep: Class 20 contains 63599 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23692 members 
Mstep: Class 23 contains 57823 members 
Mstep: Class 24 contains 37822 members 
Mstep: Class 25 contains 2378 members 
Mstep: Class 26 contains 23541 members 
Mstep: Class 27 contains 13012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469936.000000 Penalty: 96083.218750
Iteration 202Q: 28 clusters Score -1.464699e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 397097 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143530 members 
Mstep: Class 5 contains 188737 members 
Mstep: Class 6 contains 382576 members 
Mstep: Class 7 contains 25481 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4413 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155864 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24701 members 
Mstep: Class 20 contains 63596 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 57823 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2385 members 
Mstep: Class 26 contains 23547 members 
Mstep: Class 27 contains 13043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469984.000000 Penalty: 96083.218750
Iteration 203Q: 28 clusters Score -1.4647e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397091 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143512 members 
Mstep: Class 5 contains 188740 members 
Mstep: Class 6 contains 382582 members 
Mstep: Class 7 contains 25467 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4415 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155865 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24700 members 
Mstep: Class 20 contains 63596 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 57822 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2389 members 
Mstep: Class 26 contains 23544 members 
Mstep: Class 27 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470000.000000 Penalty: 96083.218750
Iteration 204Q: 28 clusters Score -1.4647e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397088 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143495 members 
Mstep: Class 5 contains 188743 members 
Mstep: Class 6 contains 382596 members 
Mstep: Class 7 contains 25452 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155863 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24694 members 
Mstep: Class 20 contains 63597 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23690 members 
Mstep: Class 23 contains 57820 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2395 members 
Mstep: Class 26 contains 23547 members 
Mstep: Class 27 contains 13085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470192.000000 Penalty: 96083.218750
Iteration 205Q: 28 clusters Score -1.464702e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397095 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143483 members 
Mstep: Class 5 contains 188743 members 
Mstep: Class 6 contains 382606 members 
Mstep: Class 7 contains 25434 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155863 members 
Mstep: Class 16 contains 18044 members 
Mstep: Class 17 contains 26384 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24687 members 
Mstep: Class 20 contains 63597 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23688 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 23554 members 
Mstep: Class 27 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470176.000000 Penalty: 96083.218750
Iteration 206Q: 28 clusters Score -1.464702e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397095 members 
Mstep: Class 3 contains 24252 members 
Mstep: Class 4 contains 143475 members 
Mstep: Class 5 contains 188741 members 
Mstep: Class 6 contains 382611 members 
Mstep: Class 7 contains 25419 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155865 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24684 members 
Mstep: Class 20 contains 63597 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 23686 members 
Mstep: Class 23 contains 57818 members 
Mstep: Class 24 contains 37823 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 23552 members 
Mstep: Class 27 contains 13109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470160.000000 Penalty: 96083.218750
Iteration 207Q: 28 clusters Score -1.464702e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397089 members 
Mstep: Class 3 contains 24252 members 
Mstep: Class 4 contains 143466 members 
Mstep: Class 5 contains 188742 members 
Mstep: Class 6 contains 382610 members 
Mstep: Class 7 contains 25407 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155866 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24680 members 
Mstep: Class 20 contains 63596 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 23684 members 
Mstep: Class 23 contains 57817 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2423 members 
Mstep: Class 26 contains 23553 members 
Mstep: Class 27 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470112.000000 Penalty: 96083.218750
Iteration 208Q: 28 clusters Score -1.464701e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397082 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143457 members 
Mstep: Class 5 contains 188744 members 
Mstep: Class 6 contains 382611 members 
Mstep: Class 7 contains 25403 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155867 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24674 members 
Mstep: Class 20 contains 63596 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 23683 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 23558 members 
Mstep: Class 27 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470208.000000 Penalty: 96083.218750
Iteration 209Q: 28 clusters Score -1.464702e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397077 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 143447 members 
Mstep: Class 5 contains 188752 members 
Mstep: Class 6 contains 382610 members 
Mstep: Class 7 contains 25398 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4427 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155872 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24664 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23682 members 
Mstep: Class 23 contains 57822 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 23558 members 
Mstep: Class 27 contains 13148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470400.000000 Penalty: 96083.218750
Iteration 210Q: 28 clusters Score -1.464704e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 397067 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 143434 members 
Mstep: Class 5 contains 188754 members 
Mstep: Class 6 contains 382615 members 
Mstep: Class 7 contains 25395 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155874 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24654 members 
Mstep: Class 20 contains 63596 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23680 members 
Mstep: Class 23 contains 57821 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 23563 members 
Mstep: Class 27 contains 13159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 211Q: 28 clusters Score -1.464703e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397060 members 
Mstep: Class 3 contains 24255 members 
Mstep: Class 4 contains 143425 members 
Mstep: Class 5 contains 188754 members 
Mstep: Class 6 contains 382624 members 
Mstep: Class 7 contains 25394 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155873 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24645 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57820 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2457 members 
Mstep: Class 26 contains 23565 members 
Mstep: Class 27 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470464.000000 Penalty: 96083.218750
Iteration 212Q: 28 clusters Score -1.464705e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 397056 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143418 members 
Mstep: Class 5 contains 188759 members 
Mstep: Class 6 contains 382625 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155874 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24637 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57821 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 23564 members 
Mstep: Class 27 contains 13170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470368.000000 Penalty: 96083.218750
Iteration 213Q: 28 clusters Score -1.464704e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 397054 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143413 members 
Mstep: Class 5 contains 188767 members 
Mstep: Class 6 contains 382621 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155875 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24630 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57821 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 23567 members 
Mstep: Class 27 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470368.000000 Penalty: 96083.218750
Iteration 214Q: 28 clusters Score -1.464704e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 397052 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143408 members 
Mstep: Class 5 contains 188777 members 
Mstep: Class 6 contains 382615 members 
Mstep: Class 7 contains 25391 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155875 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24620 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23676 members 
Mstep: Class 23 contains 57821 members 
Mstep: Class 24 contains 37824 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 23566 members 
Mstep: Class 27 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470368.000000 Penalty: 96083.218750
Iteration 215Q: 28 clusters Score -1.464704e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397048 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143410 members 
Mstep: Class 5 contains 188782 members 
Mstep: Class 6 contains 382612 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155875 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24608 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37823 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 23571 members 
Mstep: Class 27 contains 13180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470416.000000 Penalty: 96083.218750
Iteration 216Q: 28 clusters Score -1.464704e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397046 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143410 members 
Mstep: Class 5 contains 188784 members 
Mstep: Class 6 contains 382612 members 
Mstep: Class 7 contains 25388 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8881 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155875 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24594 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37823 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470384.000000 Penalty: 96083.218750
Iteration 217Q: 28 clusters Score -1.464704e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397045 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143408 members 
Mstep: Class 5 contains 188788 members 
Mstep: Class 6 contains 382614 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8880 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155875 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24578 members 
Mstep: Class 20 contains 63594 members 
Mstep: Class 21 contains 7747 members 
Mstep: Class 22 contains 23678 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2513 members 
Mstep: Class 26 contains 23572 members 
Mstep: Class 27 contains 13184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470416.000000 Penalty: 96083.218750
Iteration 218Q: 28 clusters Score -1.464704e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397043 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 143405 members 
Mstep: Class 5 contains 188789 members 
Mstep: Class 6 contains 382615 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8879 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155876 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24568 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23678 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2520 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 13188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470432.000000 Penalty: 96083.218750
Iteration 219Q: 28 clusters Score -1.464704e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143402 members 
Mstep: Class 5 contains 188793 members 
Mstep: Class 6 contains 382611 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155876 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 63595 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2532 members 
Mstep: Class 26 contains 23572 members 
Mstep: Class 27 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470352.000000 Penalty: 96083.218750
Iteration 220F: 28 clusters Score -1.464704e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397039 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143399 members 
Mstep: Class 5 contains 188800 members 
Mstep: Class 6 contains 382607 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32901 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155876 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 23571 members 
Mstep: Class 27 contains 13194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470288.000000 Penalty: 96083.218750
Iteration 221Q: 28 clusters Score -1.464703e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397037 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143398 members 
Mstep: Class 5 contains 188803 members 
Mstep: Class 6 contains 382600 members 
Mstep: Class 7 contains 25392 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155878 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24546 members 
Mstep: Class 20 contains 63594 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2543 members 
Mstep: Class 26 contains 23573 members 
Mstep: Class 27 contains 13199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470288.000000 Penalty: 96083.218750
Iteration 222Q: 28 clusters Score -1.464703e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397037 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143394 members 
Mstep: Class 5 contains 188804 members 
Mstep: Class 6 contains 382600 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155880 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24540 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2545 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470416.000000 Penalty: 96083.218750
Iteration 223Q: 28 clusters Score -1.464704e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397037 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143392 members 
Mstep: Class 5 contains 188804 members 
Mstep: Class 6 contains 382596 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155880 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24545 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23677 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 23574 members 
Mstep: Class 27 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470368.000000 Penalty: 96083.218750
Iteration 224Q: 28 clusters Score -1.464704e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397039 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 143393 members 
Mstep: Class 5 contains 188800 members 
Mstep: Class 6 contains 382596 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155880 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24541 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23676 members 
Mstep: Class 23 contains 57820 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470368.000000 Penalty: 96083.218750
Iteration 225Q: 28 clusters Score -1.464704e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24258 members 
Mstep: Class 4 contains 143393 members 
Mstep: Class 5 contains 188794 members 
Mstep: Class 6 contains 382597 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26384 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24540 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23676 members 
Mstep: Class 23 contains 57820 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2553 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470400.000000 Penalty: 96083.218750
Iteration 226Q: 28 clusters Score -1.464704e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24260 members 
Mstep: Class 4 contains 143393 members 
Mstep: Class 5 contains 188796 members 
Mstep: Class 6 contains 382596 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26381 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24537 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2556 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470368.000000 Penalty: 96083.218750
Iteration 227Q: 28 clusters Score -1.464704e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143391 members 
Mstep: Class 5 contains 188802 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24536 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23577 members 
Mstep: Class 27 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470288.000000 Penalty: 96083.218750
Iteration 228Q: 28 clusters Score -1.464703e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397043 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143390 members 
Mstep: Class 5 contains 188800 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24537 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470320.000000 Penalty: 96083.218750
Iteration 229Q: 28 clusters Score -1.464703e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397043 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143390 members 
Mstep: Class 5 contains 188801 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24536 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470288.000000 Penalty: 96083.218750
Iteration 230Q: 28 clusters Score -1.464703e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397043 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143390 members 
Mstep: Class 5 contains 188802 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23577 members 
Mstep: Class 27 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470256.000000 Penalty: 96083.218750
Iteration 231Q: 28 clusters Score -1.464703e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143390 members 
Mstep: Class 5 contains 188804 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23577 members 
Mstep: Class 27 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 232Q: 28 clusters Score -1.464703e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143389 members 
Mstep: Class 5 contains 188805 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63593 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23577 members 
Mstep: Class 27 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470288.000000 Penalty: 96083.218750
Iteration 233Q: 28 clusters Score -1.464703e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143387 members 
Mstep: Class 5 contains 188805 members 
Mstep: Class 6 contains 382594 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23577 members 
Mstep: Class 27 contains 13205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 234Q: 28 clusters Score -1.464703e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 188805 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470256.000000 Penalty: 96083.218750
Iteration 235Q: 28 clusters Score -1.464703e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397043 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 188803 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 236Q: 28 clusters Score -1.464703e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143383 members 
Mstep: Class 5 contains 188805 members 
Mstep: Class 6 contains 382595 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470288.000000 Penalty: 96083.218750
Iteration 237Q: 28 clusters Score -1.464703e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397042 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 188806 members 
Mstep: Class 6 contains 382593 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470304.000000 Penalty: 96083.218750
Iteration 238Q: 28 clusters Score -1.464703e+08 nChanged 2
Entering ConstructFrom: 
Score: -146470304.000000 Penalty: 96083.218750
Entering ConstructFrom: 
Trying to split cluster 1 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1300303.500000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1300304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1289822.250000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1289822 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1293254.750000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1293255 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1293590.625000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1293591 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1293827.875000 Penalty: 4750.361816
	Iteration 3Q: 3 clusters Score -1293828 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1294027.625000 Penalty: 4750.361816
	Iteration 4Q: 3 clusters Score -1294028 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1294202.500000 Penalty: 4750.361816
	Iteration 5Q: 3 clusters Score -1294202 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1294372.000000 Penalty: 4750.361816
	Iteration 6Q: 3 clusters Score -1294372 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1294567.000000 Penalty: 4750.361816
	Iteration 7Q: 3 clusters Score -1294567 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1294794.875000 Penalty: 4750.361816
	Iteration 8Q: 3 clusters Score -1294795 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1295045.250000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1295045 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1295309.500000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1295310 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1295627.375000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1295627 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1295982.625000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1295983 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1296320.000000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1296320 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1296601.250000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1296601 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1296805.250000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1296805 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1296938.375000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1296938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1297026.750000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1297027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1297085.125000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1297085 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1297138.500000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1297138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1297182.250000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1297182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1297222.500000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1297222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1297252.250000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1297252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1297280.125000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1297280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1297299.375000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1297299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1297319.500000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1297320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1297345.375000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1297345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1297365.250000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1297365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1297399.375000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1297399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1297432.000000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1297432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1297463.125000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1297463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1297500.375000 Penalty: 4750.361816
	Iteration 31Q: 3 clusters Score -1297500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1297519.250000 Penalty: 4750.361816
	Iteration 32Q: 3 clusters Score -1297519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1297542.375000 Penalty: 4750.361816
	Iteration 33Q: 3 clusters Score -1297542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1297557.000000 Penalty: 4750.361816
	Iteration 34Q: 3 clusters Score -1297557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1297572.125000 Penalty: 4750.361816
	Iteration 35Q: 3 clusters Score -1297572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1297588.625000 Penalty: 4750.361816
	Iteration 36Q: 3 clusters Score -1297589 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1297606.625000 Penalty: 4750.361816
	Iteration 37Q: 3 clusters Score -1297607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1297625.875000 Penalty: 4750.361816
	Iteration 38Q: 3 clusters Score -1297626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1297643.500000 Penalty: 4750.361816
	Iteration 39Q: 3 clusters Score -1297644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1297661.750000 Penalty: 4750.361816
	Iteration 40F: 3 clusters Score -1297662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1297669.500000 Penalty: 4750.361816
	Iteration 41Q: 3 clusters Score -1297670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1297677.000000 Penalty: 4750.361816
	Iteration 42Q: 3 clusters Score -1297677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1297697.375000 Penalty: 4750.361816
	Iteration 43Q: 3 clusters Score -1297697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1297707.250000 Penalty: 4750.361816
	Iteration 44Q: 3 clusters Score -1297707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1297720.750000 Penalty: 4750.361816
	Iteration 45Q: 3 clusters Score -1297721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1297733.125000 Penalty: 4750.361816
	Iteration 46Q: 3 clusters Score -1297733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1297746.125000 Penalty: 4750.361816
	Iteration 47Q: 3 clusters Score -1297746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1297760.375000 Penalty: 4750.361816
	Iteration 48Q: 3 clusters Score -1297760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1297776.625000 Penalty: 4750.361816
	Iteration 49Q: 3 clusters Score -1297777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1297800.000000 Penalty: 4750.361816
	Iteration 50Q: 3 clusters Score -1297800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1297816.125000 Penalty: 4750.361816
	Iteration 51Q: 3 clusters Score -1297816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1297837.500000 Penalty: 4750.361816
	Iteration 52Q: 3 clusters Score -1297838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1297856.375000 Penalty: 4750.361816
	Iteration 53Q: 3 clusters Score -1297856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1297877.875000 Penalty: 4750.361816
	Iteration 54Q: 3 clusters Score -1297878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1297897.000000 Penalty: 4750.361816
	Iteration 55Q: 3 clusters Score -1297897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1297915.000000 Penalty: 4750.361816
	Iteration 56Q: 3 clusters Score -1297915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1297928.500000 Penalty: 4750.361816
	Iteration 57Q: 3 clusters Score -1297928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1297952.500000 Penalty: 4750.361816
	Iteration 58Q: 3 clusters Score -1297952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1297974.000000 Penalty: 4750.361816
	Iteration 59Q: 3 clusters Score -1297974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1297987.250000 Penalty: 4750.361816
	Iteration 60F: 3 clusters Score -1297987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1298010.625000 Penalty: 4750.361816
	Iteration 61Q: 3 clusters Score -1298011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1298042.250000 Penalty: 4750.361816
	Iteration 62Q: 3 clusters Score -1298042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1298062.750000 Penalty: 4750.361816
	Iteration 63Q: 3 clusters Score -1298063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1298082.875000 Penalty: 4750.361816
	Iteration 64Q: 3 clusters Score -1298083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1298109.250000 Penalty: 4750.361816
	Iteration 65Q: 3 clusters Score -1298109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1298127.750000 Penalty: 4750.361816
	Iteration 66Q: 3 clusters Score -1298128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1298142.000000 Penalty: 4750.361816
	Iteration 67Q: 3 clusters Score -1298142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1298148.500000 Penalty: 4750.361816
	Iteration 68Q: 3 clusters Score -1298148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1298160.000000 Penalty: 4750.361816
	Iteration 69Q: 3 clusters Score -1298160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1298166.000000 Penalty: 4750.361816
	Iteration 70Q: 3 clusters Score -1298166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1298173.750000 Penalty: 4750.361816
	Iteration 71Q: 3 clusters Score -1298174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1298181.375000 Penalty: 4750.361816
	Iteration 72Q: 3 clusters Score -1298181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1298181.500000 Penalty: 4750.361816
	Iteration 73Q: 3 clusters Score -1298182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1298187.375000 Penalty: 4750.361816
	Iteration 74Q: 3 clusters Score -1298187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1298194.000000 Penalty: 4750.361816
	Iteration 75Q: 3 clusters Score -1298194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1298196.125000 Penalty: 4750.361816
	Iteration 76Q: 3 clusters Score -1298196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1298203.500000 Penalty: 4750.361816
	Iteration 77Q: 3 clusters Score -1298204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1298213.625000 Penalty: 4750.361816
	Iteration 78Q: 3 clusters Score -1298214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1298219.750000 Penalty: 4750.361816
	Iteration 79Q: 3 clusters Score -1298220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1298225.625000 Penalty: 4750.361816
	Iteration 80F: 3 clusters Score -1298226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1298233.250000 Penalty: 4750.361816
	Iteration 81Q: 3 clusters Score -1298233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1298238.250000 Penalty: 4750.361816
	Iteration 82Q: 3 clusters Score -1298238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1298246.625000 Penalty: 4750.361816
	Iteration 83Q: 3 clusters Score -1298247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1298255.750000 Penalty: 4750.361816
	Iteration 84Q: 3 clusters Score -1298256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1298265.625000 Penalty: 4750.361816
	Iteration 85Q: 3 clusters Score -1298266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1298273.500000 Penalty: 4750.361816
	Iteration 86Q: 3 clusters Score -1298274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1298274.375000 Penalty: 4750.361816
	Iteration 87Q: 3 clusters Score -1298274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1298279.000000 Penalty: 4750.361816
	Iteration 88Q: 3 clusters Score -1298279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1298288.250000 Penalty: 4750.361816
	Iteration 89Q: 3 clusters Score -1298288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1298299.000000 Penalty: 4750.361816
	Iteration 90Q: 3 clusters Score -1298299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1298304.000000 Penalty: 4750.361816
	Iteration 91Q: 3 clusters Score -1298304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1298313.000000 Penalty: 4750.361816
	Iteration 92Q: 3 clusters Score -1298313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1298323.875000 Penalty: 4750.361816
	Iteration 93Q: 3 clusters Score -1298324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1298329.500000 Penalty: 4750.361816
	Iteration 94Q: 3 clusters Score -1298330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1298336.750000 Penalty: 4750.361816
	Iteration 95Q: 3 clusters Score -1298337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1298341.750000 Penalty: 4750.361816
	Iteration 96Q: 3 clusters Score -1298342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1298342.125000 Penalty: 4750.361816
	Iteration 97Q: 3 clusters Score -1298342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1298344.125000 Penalty: 4750.361816
	Iteration 98Q: 3 clusters Score -1298344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1298343.625000 Penalty: 4750.361816
	Iteration 99Q: 3 clusters Score -1298344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1298345.000000 Penalty: 4750.361816
	Iteration 100F: 3 clusters Score -1298345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1298349.625000 Penalty: 4750.361816
	Iteration 101Q: 3 clusters Score -1298350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1298353.000000 Penalty: 4750.361816
	Iteration 102Q: 3 clusters Score -1298353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1298357.250000 Penalty: 4750.361816
	Iteration 103Q: 3 clusters Score -1298357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1298361.625000 Penalty: 4750.361816
	Iteration 104Q: 3 clusters Score -1298362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1298365.750000 Penalty: 4750.361816
	Iteration 105Q: 3 clusters Score -1298366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1298370.750000 Penalty: 4750.361816
	Iteration 106Q: 3 clusters Score -1298371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1298375.875000 Penalty: 4750.361816
	Iteration 107Q: 3 clusters Score -1298376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1298377.250000 Penalty: 4750.361816
	Iteration 108Q: 3 clusters Score -1298377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1298382.750000 Penalty: 4750.361816
	Iteration 109Q: 3 clusters Score -1298383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1298391.000000 Penalty: 4750.361816
	Iteration 110Q: 3 clusters Score -1298391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1298396.750000 Penalty: 4750.361816
	Iteration 111Q: 3 clusters Score -1298397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1298401.750000 Penalty: 4750.361816
	Iteration 112Q: 3 clusters Score -1298402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1298402.375000 Penalty: 4750.361816
	Iteration 113Q: 3 clusters Score -1298402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1298406.250000 Penalty: 4750.361816
	Iteration 114Q: 3 clusters Score -1298406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1298405.625000 Penalty: 4750.361816
	Iteration 115Q: 3 clusters Score -1298406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1298411.000000 Penalty: 4750.361816
	Iteration 116Q: 3 clusters Score -1298411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1298410.625000 Penalty: 4750.361816
	Iteration 117Q: 3 clusters Score -1298411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1298411.000000 Penalty: 4750.361816
	Iteration 118Q: 3 clusters Score -1298411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1298414.125000 Penalty: 4750.361816
	Iteration 119Q: 3 clusters Score -1298414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1298417.375000 Penalty: 4750.361816
	Iteration 120F: 3 clusters Score -1298417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1298419.625000 Penalty: 4750.361816
	Iteration 121Q: 3 clusters Score -1298420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1298418.750000 Penalty: 4750.361816
	Iteration 122Q: 3 clusters Score -1298419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1298421.625000 Penalty: 4750.361816
	Iteration 123Q: 3 clusters Score -1298422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1298421.875000 Penalty: 4750.361816
	Iteration 124Q: 3 clusters Score -1298422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1298425.250000 Penalty: 4750.361816
	Iteration 125Q: 3 clusters Score -1298425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1298425.625000 Penalty: 4750.361816
	Iteration 126Q: 3 clusters Score -1298426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1298425.750000 Penalty: 4750.361816
	Iteration 127Q: 3 clusters Score -1298426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1298425.750000 Penalty: 4750.361816
	Iteration 128F: 3 clusters Score -1298426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (397041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397041 members 
Entering Unmasked Estep 
Score: -35021536.000000 Penalty: 3197.165283
	Iteration 0F: 2 clusters Score -3.502154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198075 members 
Mstep: Class 2 contains 198966 members 
Entering Unmasked Estep 
Score: -34758452.000000 Penalty: 6394.330566
	Iteration 0F: 3 clusters Score -3.475845e+07 nChanged 193318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189549 members 
Mstep: Class 2 contains 207492 members 
Entering Unmasked Estep 
Score: -34875472.000000 Penalty: 6394.330566
	Iteration 1F: 3 clusters Score -3.487547e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183875 members 
Mstep: Class 2 contains 213166 members 
Entering Unmasked Estep 
Score: -34879052.000000 Penalty: 6394.330566
	Iteration 2Q: 3 clusters Score -3.487905e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174761 members 
Mstep: Class 2 contains 222280 members 
Entering Unmasked Estep 
Score: -34885812.000000 Penalty: 6394.330566
	Iteration 3Q: 3 clusters Score -3.488581e+07 nChanged 20495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 235857 members 
Entering Unmasked Estep 
Score: -34897388.000000 Penalty: 6394.330566
	Iteration 4F: 3 clusters Score -3.489739e+07 nChanged 25988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 254441 members 
Entering Unmasked Estep 
Score: -34915416.000000 Penalty: 6394.330566
	Iteration 5F: 3 clusters Score -3.491542e+07 nChanged 28996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 276597 members 
Entering Unmasked Estep 
Score: -34936416.000000 Penalty: 6394.330566
	Iteration 6F: 3 clusters Score -3.493642e+07 nChanged 27394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97740 members 
Mstep: Class 2 contains 299301 members 
Entering Unmasked Estep 
Score: -34954692.000000 Penalty: 6394.330566
	Iteration 7F: 3 clusters Score -3.495469e+07 nChanged 23325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 320674 members 
Entering Unmasked Estep 
Score: -34969876.000000 Penalty: 6394.330566
	Iteration 8F: 3 clusters Score -3.496988e+07 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 340114 members 
Entering Unmasked Estep 
Score: -34983304.000000 Penalty: 6394.330566
	Iteration 9F: 3 clusters Score -3.49833e+07 nChanged 17242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 357298 members 
Entering Unmasked Estep 
Score: -34994676.000000 Penalty: 6394.330566
	Iteration 10Q: 3 clusters Score -3.499468e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 370869 members 
Entering Unmasked Estep 
Score: -35003628.000000 Penalty: 6394.330566
	Iteration 11Q: 3 clusters Score -3.500363e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 380497 members 
Entering Unmasked Estep 
Score: -35009504.000000 Penalty: 6394.330566
	Iteration 12Q: 3 clusters Score -3.50095e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 386802 members 
Entering Unmasked Estep 
Score: -35014108.000000 Penalty: 6394.330566
	Iteration 13Q: 3 clusters Score -3.501411e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 390353 members 
Entering Unmasked Estep 
Score: -35017164.000000 Penalty: 6394.330566
	Iteration 14Q: 3 clusters Score -3.501716e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 392026 members 
Entering Unmasked Estep 
Score: -35018328.000000 Penalty: 6394.330566
	Iteration 15Q: 3 clusters Score -3.501833e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 392779 members 
Entering Unmasked Estep 
Score: -35018788.000000 Penalty: 6394.330566
	Iteration 16Q: 3 clusters Score -3.501879e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 393245 members 
Entering Unmasked Estep 
Score: -35018996.000000 Penalty: 6394.330566
	Iteration 17Q: 3 clusters Score -3.5019e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 393530 members 
Entering Unmasked Estep 
Score: -35019092.000000 Penalty: 6394.330566
	Iteration 18Q: 3 clusters Score -3.501909e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 393751 members 
Entering Unmasked Estep 
Score: -35019192.000000 Penalty: 6394.330566
	Iteration 19Q: 3 clusters Score -3.501919e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 393945 members 
Entering Unmasked Estep 
Score: -35019244.000000 Penalty: 6394.330566
	Iteration 20F: 3 clusters Score -3.501924e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 394081 members 
Entering Unmasked Estep 
Score: -35019256.000000 Penalty: 6394.330566
	Iteration 21Q: 3 clusters Score -3.501926e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 394200 members 
Entering Unmasked Estep 
Score: -35019320.000000 Penalty: 6394.330566
	Iteration 22Q: 3 clusters Score -3.501932e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 394302 members 
Entering Unmasked Estep 
Score: -35019300.000000 Penalty: 6394.330566
	Iteration 23Q: 3 clusters Score -3.50193e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 394395 members 
Entering Unmasked Estep 
Score: -35019348.000000 Penalty: 6394.330566
	Iteration 24Q: 3 clusters Score -3.501935e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 394469 members 
Entering Unmasked Estep 
Score: -35019416.000000 Penalty: 6394.330566
	Iteration 25Q: 3 clusters Score -3.501942e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 394535 members 
Entering Unmasked Estep 
Score: -35019412.000000 Penalty: 6394.330566
	Iteration 26Q: 3 clusters Score -3.501941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 394581 members 
Entering Unmasked Estep 
Score: -35019364.000000 Penalty: 6394.330566
	Iteration 27Q: 3 clusters Score -3.501936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 394623 members 
Entering Unmasked Estep 
Score: -35019352.000000 Penalty: 6394.330566
	Iteration 28Q: 3 clusters Score -3.501935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 394658 members 
Entering Unmasked Estep 
Score: -35019368.000000 Penalty: 6394.330566
	Iteration 29Q: 3 clusters Score -3.501937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 394698 members 
Entering Unmasked Estep 
Score: -35019388.000000 Penalty: 6394.330566
	Iteration 30Q: 3 clusters Score -3.501939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 394745 members 
Entering Unmasked Estep 
Score: -35019420.000000 Penalty: 6394.330566
	Iteration 31Q: 3 clusters Score -3.501942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 394786 members 
Entering Unmasked Estep 
Score: -35019468.000000 Penalty: 6394.330566
	Iteration 32Q: 3 clusters Score -3.501947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 394823 members 
Entering Unmasked Estep 
Score: -35019448.000000 Penalty: 6394.330566
	Iteration 33Q: 3 clusters Score -3.501945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 394855 members 
Entering Unmasked Estep 
Score: -35019420.000000 Penalty: 6394.330566
	Iteration 34Q: 3 clusters Score -3.501942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 394880 members 
Entering Unmasked Estep 
Score: -35019444.000000 Penalty: 6394.330566
	Iteration 35Q: 3 clusters Score -3.501944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 394901 members 
Entering Unmasked Estep 
Score: -35019440.000000 Penalty: 6394.330566
	Iteration 36Q: 3 clusters Score -3.501944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 394916 members 
Entering Unmasked Estep 
Score: -35019436.000000 Penalty: 6394.330566
	Iteration 37Q: 3 clusters Score -3.501944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 394923 members 
Entering Unmasked Estep 
Score: -35019452.000000 Penalty: 6394.330566
	Iteration 38Q: 3 clusters Score -3.501945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 394935 members 
Entering Unmasked Estep 
Score: -35019456.000000 Penalty: 6394.330566
	Iteration 39Q: 3 clusters Score -3.501946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 394946 members 
Entering Unmasked Estep 
Score: -35019440.000000 Penalty: 6394.330566
	Iteration 40F: 3 clusters Score -3.501944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 394951 members 
Entering Unmasked Estep 
Score: -35019468.000000 Penalty: 6394.330566
	Iteration 41Q: 3 clusters Score -3.501947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 394964 members 
Entering Unmasked Estep 
Score: -35019476.000000 Penalty: 6394.330566
	Iteration 42Q: 3 clusters Score -3.501948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 394973 members 
Entering Unmasked Estep 
Score: -35019472.000000 Penalty: 6394.330566
	Iteration 43Q: 3 clusters Score -3.501947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 394990 members 
Entering Unmasked Estep 
Score: -35019468.000000 Penalty: 6394.330566
	Iteration 44Q: 3 clusters Score -3.501947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 395006 members 
Entering Unmasked Estep 
Score: -35019444.000000 Penalty: 6394.330566
	Iteration 45Q: 3 clusters Score -3.501944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 395025 members 
Entering Unmasked Estep 
Score: -35019460.000000 Penalty: 6394.330566
	Iteration 46Q: 3 clusters Score -3.501946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 395040 members 
Entering Unmasked Estep 
Score: -35019448.000000 Penalty: 6394.330566
	Iteration 47Q: 3 clusters Score -3.501945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 395063 members 
Entering Unmasked Estep 
Score: -35019428.000000 Penalty: 6394.330566
	Iteration 48Q: 3 clusters Score -3.501943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 395078 members 
Entering Unmasked Estep 
Score: -35019428.000000 Penalty: 6394.330566
	Iteration 49Q: 3 clusters Score -3.501943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 395088 members 
Entering Unmasked Estep 
Score: -35019448.000000 Penalty: 6394.330566
	Iteration 50Q: 3 clusters Score -3.501945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 395096 members 
Entering Unmasked Estep 
Score: -35019456.000000 Penalty: 6394.330566
	Iteration 51Q: 3 clusters Score -3.501946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 395110 members 
Entering Unmasked Estep 
Score: -35019448.000000 Penalty: 6394.330566
	Iteration 52Q: 3 clusters Score -3.501945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 395117 members 
Entering Unmasked Estep 
Score: -35019456.000000 Penalty: 6394.330566
	Iteration 53Q: 3 clusters Score -3.501946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 395128 members 
Entering Unmasked Estep 
Score: -35019456.000000 Penalty: 6394.330566
	Iteration 54Q: 3 clusters Score -3.501946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 395141 members 
Entering Unmasked Estep 
Score: -35019468.000000 Penalty: 6394.330566
	Iteration 55Q: 3 clusters Score -3.501947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 395154 members 
Entering Unmasked Estep 
Score: -35019456.000000 Penalty: 6394.330566
	Iteration 56Q: 3 clusters Score -3.501946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 395168 members 
Entering Unmasked Estep 
Score: -35019440.000000 Penalty: 6394.330566
	Iteration 57Q: 3 clusters Score -3.501944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 395178 members 
Entering Unmasked Estep 
Score: -35019440.000000 Penalty: 6394.330566
	Iteration 58Q: 3 clusters Score -3.501944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 395187 members 
Entering Unmasked Estep 
Score: -35019444.000000 Penalty: 6394.330566
	Iteration 59Q: 3 clusters Score -3.501944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 395197 members 
Entering Unmasked Estep 
Score: -35019436.000000 Penalty: 6394.330566
	Iteration 60F: 3 clusters Score -3.501944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 395209 members 
Entering Unmasked Estep 
Score: -35019424.000000 Penalty: 6394.330566
	Iteration 61Q: 3 clusters Score -3.501942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 395217 members 
Entering Unmasked Estep 
Score: -35019436.000000 Penalty: 6394.330566
	Iteration 62Q: 3 clusters Score -3.501944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 395226 members 
Entering Unmasked Estep 
Score: -35019436.000000 Penalty: 6394.330566
	Iteration 63Q: 3 clusters Score -3.501944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 395229 members 
Entering Unmasked Estep 
Score: -35019440.000000 Penalty: 6394.330566
	Iteration 64Q: 3 clusters Score -3.501944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 395231 members 
Entering Unmasked Estep 
Score: -35019420.000000 Penalty: 6394.330566
	Iteration 65Q: 3 clusters Score -3.501942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 395233 members 
Entering Unmasked Estep 
Score: -35019416.000000 Penalty: 6394.330566
	Iteration 66Q: 3 clusters Score -3.501942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 395236 members 
Entering Unmasked Estep 
Score: -35019416.000000 Penalty: 6394.330566
	Iteration 67Q: 3 clusters Score -3.501942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 395241 members 
Entering Unmasked Estep 
Score: -35019404.000000 Penalty: 6394.330566
	Iteration 68Q: 3 clusters Score -3.50194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 395242 members 
Entering Unmasked Estep 
Score: -35019428.000000 Penalty: 6394.330566
	Iteration 69Q: 3 clusters Score -3.501943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 395243 members 
Entering Unmasked Estep 
Score: -35019424.000000 Penalty: 6394.330566
	Iteration 70Q: 3 clusters Score -3.501942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 395244 members 
Entering Unmasked Estep 
Score: -35019420.000000 Penalty: 6394.330566
	Iteration 71Q: 3 clusters Score -3.501942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 395244 members 
Entering Unmasked Estep 
Score: -35019420.000000 Penalty: 6394.330566
	Iteration 72F: 3 clusters Score -3.501942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Entering Unmasked Estep 
Score: -2190165.250000 Penalty: 2503.942627
	Iteration 0F: 2 clusters Score -2190165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2173398.250000 Penalty: 5007.885254
	Iteration 0F: 3 clusters Score -2173398 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2179227.250000 Penalty: 5007.885254
	Iteration 1F: 3 clusters Score -2179227 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2179783.250000 Penalty: 5007.885254
	Iteration 2F: 3 clusters Score -2179783 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2180315.250000 Penalty: 5007.885254
	Iteration 3Q: 3 clusters Score -2180315 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2180852.000000 Penalty: 5007.885254
	Iteration 4Q: 3 clusters Score -2180852 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2181416.500000 Penalty: 5007.885254
	Iteration 5F: 3 clusters Score -2181416 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2182006.500000 Penalty: 5007.885254
	Iteration 6F: 3 clusters Score -2182006 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2182569.750000 Penalty: 5007.885254
	Iteration 7F: 3 clusters Score -2182570 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2183156.750000 Penalty: 5007.885254
	Iteration 8Q: 3 clusters Score -2183157 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2183752.750000 Penalty: 5007.885254
	Iteration 9Q: 3 clusters Score -2183753 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2184406.750000 Penalty: 5007.885254
	Iteration 10Q: 3 clusters Score -2184407 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2185082.500000 Penalty: 5007.885254
	Iteration 11Q: 3 clusters Score -2185082 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2185748.500000 Penalty: 5007.885254
	Iteration 12Q: 3 clusters Score -2185748 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2186366.750000 Penalty: 5007.885254
	Iteration 13Q: 3 clusters Score -2186367 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2186974.000000 Penalty: 5007.885254
	Iteration 14Q: 3 clusters Score -2186974 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2187421.000000 Penalty: 5007.885254
	Iteration 15Q: 3 clusters Score -2187421 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2187744.000000 Penalty: 5007.885254
	Iteration 16Q: 3 clusters Score -2187744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2187942.500000 Penalty: 5007.885254
	Iteration 17Q: 3 clusters Score -2187942 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2188071.500000 Penalty: 5007.885254
	Iteration 18Q: 3 clusters Score -2188072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2188163.000000 Penalty: 5007.885254
	Iteration 19Q: 3 clusters Score -2188163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2188231.750000 Penalty: 5007.885254
	Iteration 20F: 3 clusters Score -2188232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2188286.250000 Penalty: 5007.885254
	Iteration 21Q: 3 clusters Score -2188286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2188323.500000 Penalty: 5007.885254
	Iteration 22Q: 3 clusters Score -2188324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2188367.500000 Penalty: 5007.885254
	Iteration 23Q: 3 clusters Score -2188368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2188400.750000 Penalty: 5007.885254
	Iteration 24Q: 3 clusters Score -2188401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2188419.500000 Penalty: 5007.885254
	Iteration 25Q: 3 clusters Score -2188420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2188434.500000 Penalty: 5007.885254
	Iteration 26Q: 3 clusters Score -2188434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2188443.000000 Penalty: 5007.885254
	Iteration 27Q: 3 clusters Score -2188443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2188466.000000 Penalty: 5007.885254
	Iteration 28Q: 3 clusters Score -2188466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2188494.750000 Penalty: 5007.885254
	Iteration 29Q: 3 clusters Score -2188495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2188524.750000 Penalty: 5007.885254
	Iteration 30Q: 3 clusters Score -2188525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2188575.500000 Penalty: 5007.885254
	Iteration 31Q: 3 clusters Score -2188576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2188613.000000 Penalty: 5007.885254
	Iteration 32Q: 3 clusters Score -2188613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2188638.000000 Penalty: 5007.885254
	Iteration 33Q: 3 clusters Score -2188638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2188652.750000 Penalty: 5007.885254
	Iteration 34Q: 3 clusters Score -2188653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2188656.000000 Penalty: 5007.885254
	Iteration 35Q: 3 clusters Score -2188656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2188663.250000 Penalty: 5007.885254
	Iteration 36Q: 3 clusters Score -2188663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2188660.750000 Penalty: 5007.885254
	Iteration 37Q: 3 clusters Score -2188661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2188662.250000 Penalty: 5007.885254
	Iteration 38Q: 3 clusters Score -2188662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2188662.250000 Penalty: 5007.885254
	Iteration 39F: 3 clusters Score -2188662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (143384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Entering Unmasked Estep 
Score: -13023631.000000 Penalty: 2944.573730
	Iteration 0F: 2 clusters Score -1.302363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -12927557.000000 Penalty: 5889.147461
	Iteration 0F: 3 clusters Score -1.292756e+07 nChanged 68331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -12967809.000000 Penalty: 5889.147461
	Iteration 1F: 3 clusters Score -1.296781e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -12970459.000000 Penalty: 5889.147461
	Iteration 2Q: 3 clusters Score -1.297046e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -12975611.000000 Penalty: 5889.147461
	Iteration 3F: 3 clusters Score -1.297561e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -12985394.000000 Penalty: 5889.147461
	Iteration 4F: 3 clusters Score -1.298539e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116701 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -12997818.000000 Penalty: 5889.147461
	Iteration 5F: 3 clusters Score -1.299782e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -13008117.000000 Penalty: 5889.147461
	Iteration 6F: 3 clusters Score -1.300812e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134299 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -13014337.000000 Penalty: 5889.147461
	Iteration 7Q: 3 clusters Score -1.301434e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137998 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -13017980.000000 Penalty: 5889.147461
	Iteration 8Q: 3 clusters Score -1.301798e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -13020137.000000 Penalty: 5889.147461
	Iteration 9Q: 3 clusters Score -1.302014e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -13021020.000000 Penalty: 5889.147461
	Iteration 10Q: 3 clusters Score -1.302102e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -13021414.000000 Penalty: 5889.147461
	Iteration 11Q: 3 clusters Score -1.302141e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -13021593.000000 Penalty: 5889.147461
	Iteration 12Q: 3 clusters Score -1.302159e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13021679.000000 Penalty: 5889.147461
	Iteration 13Q: 3 clusters Score -1.302168e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140786 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13021739.000000 Penalty: 5889.147461
	Iteration 14Q: 3 clusters Score -1.302174e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140810 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13021767.000000 Penalty: 5889.147461
	Iteration 15Q: 3 clusters Score -1.302177e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140828 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13021777.000000 Penalty: 5889.147461
	Iteration 16Q: 3 clusters Score -1.302178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140833 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13021780.000000 Penalty: 5889.147461
	Iteration 17Q: 3 clusters Score -1.302178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -13021803.000000 Penalty: 5889.147461
	Iteration 18Q: 3 clusters Score -1.30218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -13021805.000000 Penalty: 5889.147461
	Iteration 19Q: 3 clusters Score -1.30218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13021805.000000 Penalty: 5889.147461
	Iteration 20F: 3 clusters Score -1.30218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140863 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13021814.000000 Penalty: 5889.147461
	Iteration 21Q: 3 clusters Score -1.302181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13021815.000000 Penalty: 5889.147461
	Iteration 22Q: 3 clusters Score -1.302182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13021815.000000 Penalty: 5889.147461
	Iteration 23Q: 3 clusters Score -1.302182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -13021807.000000 Penalty: 5889.147461
	Iteration 24Q: 3 clusters Score -1.302181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -13021807.000000 Penalty: 5889.147461
	Iteration 25Q: 3 clusters Score -1.302181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13021820.000000 Penalty: 5889.147461
	Iteration 26Q: 3 clusters Score -1.302182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -13021820.000000 Penalty: 5889.147461
	Iteration 27Q: 3 clusters Score -1.302182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -13021825.000000 Penalty: 5889.147461
	Iteration 28Q: 3 clusters Score -1.302182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13021820.000000 Penalty: 5889.147461
	Iteration 29Q: 3 clusters Score -1.302182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13021816.000000 Penalty: 5889.147461
	Iteration 30Q: 3 clusters Score -1.302182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -13021830.000000 Penalty: 5889.147461
	Iteration 31Q: 3 clusters Score -1.302183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -13021829.000000 Penalty: 5889.147461
	Iteration 32Q: 3 clusters Score -1.302183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -13021839.000000 Penalty: 5889.147461
	Iteration 33Q: 3 clusters Score -1.302184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140919 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -13021828.000000 Penalty: 5889.147461
	Iteration 34Q: 3 clusters Score -1.302183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -13021838.000000 Penalty: 5889.147461
	Iteration 35Q: 3 clusters Score -1.302184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -13021838.000000 Penalty: 5889.147461
	Iteration 36F: 3 clusters Score -1.302184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (188808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188808 members 
Entering Unmasked Estep 
Score: -16585000.000000 Penalty: 3012.824463
	Iteration 0F: 2 clusters Score -1.6585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -16458139.000000 Penalty: 6025.648926
	Iteration 0F: 3 clusters Score -1.645814e+07 nChanged 90749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -16511126.000000 Penalty: 6025.648926
	Iteration 1F: 3 clusters Score -1.651113e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -16511761.000000 Penalty: 6025.648926
	Iteration 2Q: 3 clusters Score -1.651176e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -16512540.000000 Penalty: 6025.648926
	Iteration 3Q: 3 clusters Score -1.651254e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -16513370.000000 Penalty: 6025.648926
	Iteration 4Q: 3 clusters Score -1.651337e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -16514398.000000 Penalty: 6025.648926
	Iteration 5Q: 3 clusters Score -1.65144e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -16515792.000000 Penalty: 6025.648926
	Iteration 6Q: 3 clusters Score -1.651579e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -16517794.000000 Penalty: 6025.648926
	Iteration 7Q: 3 clusters Score -1.651779e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 104679 members 
Entering Unmasked Estep 
Score: -16521140.000000 Penalty: 6025.648926
	Iteration 8Q: 3 clusters Score -1.652114e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 108796 members 
Entering Unmasked Estep 
Score: -16526560.000000 Penalty: 6025.648926
	Iteration 9Q: 3 clusters Score -1.652656e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -16534752.000000 Penalty: 6025.648926
	Iteration 10F: 3 clusters Score -1.653475e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -16543686.000000 Penalty: 6025.648926
	Iteration 11F: 3 clusters Score -1.654369e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -16549512.000000 Penalty: 6025.648926
	Iteration 12F: 3 clusters Score -1.654951e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -16551765.000000 Penalty: 6025.648926
	Iteration 13Q: 3 clusters Score -1.655176e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -16552631.000000 Penalty: 6025.648926
	Iteration 14Q: 3 clusters Score -1.655263e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 130191 members 
Entering Unmasked Estep 
Score: -16553528.000000 Penalty: 6025.648926
	Iteration 15Q: 3 clusters Score -1.655353e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 133356 members 
Entering Unmasked Estep 
Score: -16554453.000000 Penalty: 6025.648926
	Iteration 16Q: 3 clusters Score -1.655445e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 136717 members 
Entering Unmasked Estep 
Score: -16555437.000000 Penalty: 6025.648926
	Iteration 17Q: 3 clusters Score -1.655544e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 140275 members 
Entering Unmasked Estep 
Score: -16556521.000000 Penalty: 6025.648926
	Iteration 18Q: 3 clusters Score -1.655652e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 143967 members 
Entering Unmasked Estep 
Score: -16557876.000000 Penalty: 6025.648926
	Iteration 19Q: 3 clusters Score -1.655788e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -16559385.000000 Penalty: 6025.648926
	Iteration 20F: 3 clusters Score -1.655938e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 151789 members 
Entering Unmasked Estep 
Score: -16560941.000000 Penalty: 6025.648926
	Iteration 21Q: 3 clusters Score -1.656094e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -16562776.000000 Penalty: 6025.648926
	Iteration 22Q: 3 clusters Score -1.656278e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 159856 members 
Entering Unmasked Estep 
Score: -16564806.000000 Penalty: 6025.648926
	Iteration 23Q: 3 clusters Score -1.656481e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -16566700.000000 Penalty: 6025.648926
	Iteration 24Q: 3 clusters Score -1.65667e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 167658 members 
Entering Unmasked Estep 
Score: -16568816.000000 Penalty: 6025.648926
	Iteration 25Q: 3 clusters Score -1.656882e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -16571006.000000 Penalty: 6025.648926
	Iteration 26Q: 3 clusters Score -1.657101e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -16573109.000000 Penalty: 6025.648926
	Iteration 27Q: 3 clusters Score -1.657311e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -16575160.000000 Penalty: 6025.648926
	Iteration 28Q: 3 clusters Score -1.657516e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 180434 members 
Entering Unmasked Estep 
Score: -16576941.000000 Penalty: 6025.648926
	Iteration 29Q: 3 clusters Score -1.657694e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -16578446.000000 Penalty: 6025.648926
	Iteration 30Q: 3 clusters Score -1.657845e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 184452 members 
Entering Unmasked Estep 
Score: -16579801.000000 Penalty: 6025.648926
	Iteration 31Q: 3 clusters Score -1.65798e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 185847 members 
Entering Unmasked Estep 
Score: -16580888.000000 Penalty: 6025.648926
	Iteration 32Q: 3 clusters Score -1.658089e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 186794 members 
Entering Unmasked Estep 
Score: -16581661.000000 Penalty: 6025.648926
	Iteration 33Q: 3 clusters Score -1.658166e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 187353 members 
Entering Unmasked Estep 
Score: -16582071.000000 Penalty: 6025.648926
	Iteration 34Q: 3 clusters Score -1.658207e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 187667 members 
Entering Unmasked Estep 
Score: -16582312.000000 Penalty: 6025.648926
	Iteration 35Q: 3 clusters Score -1.658231e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 187849 members 
Entering Unmasked Estep 
Score: -16582450.000000 Penalty: 6025.648926
	Iteration 36Q: 3 clusters Score -1.658245e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 187951 members 
Entering Unmasked Estep 
Score: -16582548.000000 Penalty: 6025.648926
	Iteration 37Q: 3 clusters Score -1.658255e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 188020 members 
Entering Unmasked Estep 
Score: -16582602.000000 Penalty: 6025.648926
	Iteration 38Q: 3 clusters Score -1.65826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -16582655.000000 Penalty: 6025.648926
	Iteration 39Q: 3 clusters Score -1.658266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 188078 members 
Entering Unmasked Estep 
Score: -16582711.000000 Penalty: 6025.648926
	Iteration 40F: 3 clusters Score -1.658271e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 188098 members 
Entering Unmasked Estep 
Score: -16582741.000000 Penalty: 6025.648926
	Iteration 41Q: 3 clusters Score -1.658274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 188114 members 
Entering Unmasked Estep 
Score: -16582764.000000 Penalty: 6025.648926
	Iteration 42Q: 3 clusters Score -1.658276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -16582805.000000 Penalty: 6025.648926
	Iteration 43Q: 3 clusters Score -1.65828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188123 members 
Entering Unmasked Estep 
Score: -16582828.000000 Penalty: 6025.648926
	Iteration 44Q: 3 clusters Score -1.658283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 188129 members 
Entering Unmasked Estep 
Score: -16582852.000000 Penalty: 6025.648926
	Iteration 45Q: 3 clusters Score -1.658285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 188129 members 
Entering Unmasked Estep 
Score: -16582853.000000 Penalty: 6025.648926
	Iteration 46Q: 3 clusters Score -1.658285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 188128 members 
Entering Unmasked Estep 
Score: -16582872.000000 Penalty: 6025.648926
	Iteration 47Q: 3 clusters Score -1.658287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 188128 members 
Entering Unmasked Estep 
Score: -16582875.000000 Penalty: 6025.648926
	Iteration 48Q: 3 clusters Score -1.658288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 188124 members 
Entering Unmasked Estep 
Score: -16582915.000000 Penalty: 6025.648926
	Iteration 49Q: 3 clusters Score -1.658292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 188121 members 
Entering Unmasked Estep 
Score: -16582941.000000 Penalty: 6025.648926
	Iteration 50Q: 3 clusters Score -1.658294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 188122 members 
Entering Unmasked Estep 
Score: -16582944.000000 Penalty: 6025.648926
	Iteration 51Q: 3 clusters Score -1.658294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188123 members 
Entering Unmasked Estep 
Score: -16582965.000000 Penalty: 6025.648926
	Iteration 52Q: 3 clusters Score -1.658296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -16582976.000000 Penalty: 6025.648926
	Iteration 53Q: 3 clusters Score -1.658298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 188121 members 
Entering Unmasked Estep 
Score: -16583004.000000 Penalty: 6025.648926
	Iteration 54Q: 3 clusters Score -1.6583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 188116 members 
Entering Unmasked Estep 
Score: -16583034.000000 Penalty: 6025.648926
	Iteration 55Q: 3 clusters Score -1.658303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 188106 members 
Entering Unmasked Estep 
Score: -16583034.000000 Penalty: 6025.648926
	Iteration 56Q: 3 clusters Score -1.658303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 188095 members 
Entering Unmasked Estep 
Score: -16583027.000000 Penalty: 6025.648926
	Iteration 57Q: 3 clusters Score -1.658303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 188096 members 
Entering Unmasked Estep 
Score: -16583026.000000 Penalty: 6025.648926
	Iteration 58Q: 3 clusters Score -1.658303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 188097 members 
Entering Unmasked Estep 
Score: -16583023.000000 Penalty: 6025.648926
	Iteration 59Q: 3 clusters Score -1.658302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 188097 members 
Entering Unmasked Estep 
Score: -16583023.000000 Penalty: 6025.648926
	Iteration 60F: 3 clusters Score -1.658302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 188096 members 
Entering Unmasked Estep 
Score: -16583034.000000 Penalty: 6025.648926
	Iteration 61Q: 3 clusters Score -1.658303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 188094 members 
Entering Unmasked Estep 
Score: -16583041.000000 Penalty: 6025.648926
	Iteration 62Q: 3 clusters Score -1.658304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 188095 members 
Entering Unmasked Estep 
Score: -16583038.000000 Penalty: 6025.648926
	Iteration 63Q: 3 clusters Score -1.658304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 188095 members 
Entering Unmasked Estep 
Score: -16583038.000000 Penalty: 6025.648926
	Iteration 64F: 3 clusters Score -1.658304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (382592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382592 members 
Entering Unmasked Estep 
Score: -33809048.000000 Penalty: 3187.971680
	Iteration 0F: 2 clusters Score -3.380905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 191333 members 
Entering Unmasked Estep 
Score: -33551918.000000 Penalty: 6375.943359
	Iteration 0F: 3 clusters Score -3.355192e+07 nChanged 186356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 193417 members 
Entering Unmasked Estep 
Score: -33663132.000000 Penalty: 6375.943359
	Iteration 1F: 3 clusters Score -3.366313e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 195158 members 
Entering Unmasked Estep 
Score: -33664504.000000 Penalty: 6375.943359
	Iteration 2Q: 3 clusters Score -3.36645e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184774 members 
Mstep: Class 2 contains 197818 members 
Entering Unmasked Estep 
Score: -33666196.000000 Penalty: 6375.943359
	Iteration 3Q: 3 clusters Score -3.36662e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 201935 members 
Entering Unmasked Estep 
Score: -33668524.000000 Penalty: 6375.943359
	Iteration 4Q: 3 clusters Score -3.366852e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174388 members 
Mstep: Class 2 contains 208204 members 
Entering Unmasked Estep 
Score: -33671860.000000 Penalty: 6375.943359
	Iteration 5Q: 3 clusters Score -3.367186e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 217654 members 
Entering Unmasked Estep 
Score: -33676764.000000 Penalty: 6375.943359
	Iteration 6Q: 3 clusters Score -3.367676e+07 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 231348 members 
Entering Unmasked Estep 
Score: -33684692.000000 Penalty: 6375.943359
	Iteration 7Q: 3 clusters Score -3.368469e+07 nChanged 21168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132794 members 
Mstep: Class 2 contains 249798 members 
Entering Unmasked Estep 
Score: -33695988.000000 Penalty: 6375.943359
	Iteration 8F: 3 clusters Score -3.369599e+07 nChanged 25047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 273153 members 
Entering Unmasked Estep 
Score: -33712816.000000 Penalty: 6375.943359
	Iteration 9F: 3 clusters Score -3.371282e+07 nChanged 27474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 299955 members 
Entering Unmasked Estep 
Score: -33734892.000000 Penalty: 6375.943359
	Iteration 10F: 3 clusters Score -3.373489e+07 nChanged 26515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 326270 members 
Entering Unmasked Estep 
Score: -33757484.000000 Penalty: 6375.943359
	Iteration 11F: 3 clusters Score -3.375748e+07 nChanged 22143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 348399 members 
Entering Unmasked Estep 
Score: -33776956.000000 Penalty: 6375.943359
	Iteration 12F: 3 clusters Score -3.377696e+07 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 364300 members 
Entering Unmasked Estep 
Score: -33790812.000000 Penalty: 6375.943359
	Iteration 13Q: 3 clusters Score -3.379081e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 373994 members 
Entering Unmasked Estep 
Score: -33799136.000000 Penalty: 6375.943359
	Iteration 14Q: 3 clusters Score -3.379914e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 378974 members 
Entering Unmasked Estep 
Score: -33803316.000000 Penalty: 6375.943359
	Iteration 15Q: 3 clusters Score -3.380332e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 381091 members 
Entering Unmasked Estep 
Score: -33805120.000000 Penalty: 6375.943359
	Iteration 16Q: 3 clusters Score -3.380512e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 381826 members 
Entering Unmasked Estep 
Score: -33805720.000000 Penalty: 6375.943359
	Iteration 17Q: 3 clusters Score -3.380572e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 382093 members 
Entering Unmasked Estep 
Score: -33805968.000000 Penalty: 6375.943359
	Iteration 18Q: 3 clusters Score -3.380597e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 382205 members 
Entering Unmasked Estep 
Score: -33806060.000000 Penalty: 6375.943359
	Iteration 19Q: 3 clusters Score -3.380606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 382250 members 
Entering Unmasked Estep 
Score: -33806124.000000 Penalty: 6375.943359
	Iteration 20F: 3 clusters Score -3.380612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 382267 members 
Entering Unmasked Estep 
Score: -33806156.000000 Penalty: 6375.943359
	Iteration 21Q: 3 clusters Score -3.380616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 382266 members 
Entering Unmasked Estep 
Score: -33806176.000000 Penalty: 6375.943359
	Iteration 22Q: 3 clusters Score -3.380618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 382272 members 
Entering Unmasked Estep 
Score: -33806192.000000 Penalty: 6375.943359
	Iteration 23Q: 3 clusters Score -3.380619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 382277 members 
Entering Unmasked Estep 
Score: -33806204.000000 Penalty: 6375.943359
	Iteration 24Q: 3 clusters Score -3.38062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 382284 members 
Entering Unmasked Estep 
Score: -33806212.000000 Penalty: 6375.943359
	Iteration 25Q: 3 clusters Score -3.380621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 382285 members 
Entering Unmasked Estep 
Score: -33806220.000000 Penalty: 6375.943359
	Iteration 26Q: 3 clusters Score -3.380622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382286 members 
Entering Unmasked Estep 
Score: -33806228.000000 Penalty: 6375.943359
	Iteration 27Q: 3 clusters Score -3.380623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 382288 members 
Entering Unmasked Estep 
Score: -33806228.000000 Penalty: 6375.943359
	Iteration 28Q: 3 clusters Score -3.380623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382289 members 
Entering Unmasked Estep 
Score: -33806224.000000 Penalty: 6375.943359
	Iteration 29Q: 3 clusters Score -3.380622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 382290 members 
Entering Unmasked Estep 
Score: -33806224.000000 Penalty: 6375.943359
	Iteration 30Q: 3 clusters Score -3.380622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 382292 members 
Entering Unmasked Estep 
Score: -33806224.000000 Penalty: 6375.943359
	Iteration 31Q: 3 clusters Score -3.380622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 382292 members 
Entering Unmasked Estep 
Score: -33806224.000000 Penalty: 6375.943359
	Iteration 32F: 3 clusters Score -3.380622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Entering Unmasked Estep 
Score: -2222605.250000 Penalty: 2515.272705
	Iteration 0F: 2 clusters Score -2222605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2204890.750000 Penalty: 5030.545410
	Iteration 0F: 3 clusters Score -2204891 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2211222.250000 Penalty: 5030.545410
	Iteration 1F: 3 clusters Score -2211222 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2211739.000000 Penalty: 5030.545410
	Iteration 2F: 3 clusters Score -2211739 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2212212.250000 Penalty: 5030.545410
	Iteration 3Q: 3 clusters Score -2212212 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2212764.750000 Penalty: 5030.545410
	Iteration 4Q: 3 clusters Score -2212765 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2213465.250000 Penalty: 5030.545410
	Iteration 5F: 3 clusters Score -2213465 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2214346.250000 Penalty: 5030.545410
	Iteration 6F: 3 clusters Score -2214346 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2215433.750000 Penalty: 5030.545410
	Iteration 7F: 3 clusters Score -2215434 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2216667.500000 Penalty: 5030.545410
	Iteration 8F: 3 clusters Score -2216668 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2217924.000000 Penalty: 5030.545410
	Iteration 9F: 3 clusters Score -2217924 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2218928.250000 Penalty: 5030.545410
	Iteration 10Q: 3 clusters Score -2218928 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2219575.750000 Penalty: 5030.545410
	Iteration 11Q: 3 clusters Score -2219576 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2219972.250000 Penalty: 5030.545410
	Iteration 12Q: 3 clusters Score -2219972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2220192.250000 Penalty: 5030.545410
	Iteration 13Q: 3 clusters Score -2220192 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2220292.500000 Penalty: 5030.545410
	Iteration 14Q: 3 clusters Score -2220292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2220352.500000 Penalty: 5030.545410
	Iteration 15Q: 3 clusters Score -2220352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2220395.250000 Penalty: 5030.545410
	Iteration 16Q: 3 clusters Score -2220395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2220420.000000 Penalty: 5030.545410
	Iteration 17Q: 3 clusters Score -2220420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2220438.500000 Penalty: 5030.545410
	Iteration 18Q: 3 clusters Score -2220438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2220452.750000 Penalty: 5030.545410
	Iteration 19Q: 3 clusters Score -2220453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2220459.250000 Penalty: 5030.545410
	Iteration 20F: 3 clusters Score -2220459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2220462.750000 Penalty: 5030.545410
	Iteration 21Q: 3 clusters Score -2220463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2220470.750000 Penalty: 5030.545410
	Iteration 22Q: 3 clusters Score -2220471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2220472.750000 Penalty: 5030.545410
	Iteration 23Q: 3 clusters Score -2220473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2220482.000000 Penalty: 5030.545410
	Iteration 24Q: 3 clusters Score -2220482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2220480.750000 Penalty: 5030.545410
	Iteration 25Q: 3 clusters Score -2220481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2220482.000000 Penalty: 5030.545410
	Iteration 26Q: 3 clusters Score -2220482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2220482.000000 Penalty: 5030.545410
	Iteration 27F: 3 clusters Score -2220482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Entering Unmasked Estep 
Score: -2859216.750000 Penalty: 2579.504639
	Iteration 0F: 2 clusters Score -2859217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2836769.750000 Penalty: 5159.009277
	Iteration 0F: 3 clusters Score -2836770 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2845107.750000 Penalty: 5159.009277
	Iteration 1F: 3 clusters Score -2845108 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2845950.250000 Penalty: 5159.009277
	Iteration 2F: 3 clusters Score -2845950 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2846920.500000 Penalty: 5159.009277
	Iteration 3F: 3 clusters Score -2846920 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2847976.250000 Penalty: 5159.009277
	Iteration 4F: 3 clusters Score -2847976 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2849110.000000 Penalty: 5159.009277
	Iteration 5F: 3 clusters Score -2849110 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2850154.750000 Penalty: 5159.009277
	Iteration 6F: 3 clusters Score -2850155 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2851074.250000 Penalty: 5159.009277
	Iteration 7F: 3 clusters Score -2851074 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2851824.250000 Penalty: 5159.009277
	Iteration 8Q: 3 clusters Score -2851824 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2852390.500000 Penalty: 5159.009277
	Iteration 9Q: 3 clusters Score -2852390 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2852847.500000 Penalty: 5159.009277
	Iteration 10Q: 3 clusters Score -2852848 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2853215.250000 Penalty: 5159.009277
	Iteration 11Q: 3 clusters Score -2853215 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2853488.750000 Penalty: 5159.009277
	Iteration 12Q: 3 clusters Score -2853489 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2853695.750000 Penalty: 5159.009277
	Iteration 13Q: 3 clusters Score -2853696 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -2853859.250000 Penalty: 5159.009277
	Iteration 14Q: 3 clusters Score -2853859 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -2854016.000000 Penalty: 5159.009277
	Iteration 15Q: 3 clusters Score -2854016 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2854166.750000 Penalty: 5159.009277
	Iteration 16Q: 3 clusters Score -2854167 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -2854309.750000 Penalty: 5159.009277
	Iteration 17Q: 3 clusters Score -2854310 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2854497.750000 Penalty: 5159.009277
	Iteration 18Q: 3 clusters Score -2854498 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -2854711.500000 Penalty: 5159.009277
	Iteration 19Q: 3 clusters Score -2854712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2854978.000000 Penalty: 5159.009277
	Iteration 20F: 3 clusters Score -2854978 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -2855267.750000 Penalty: 5159.009277
	Iteration 21Q: 3 clusters Score -2855268 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -2855570.250000 Penalty: 5159.009277
	Iteration 22Q: 3 clusters Score -2855570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -2855851.500000 Penalty: 5159.009277
	Iteration 23Q: 3 clusters Score -2855852 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -2856119.750000 Penalty: 5159.009277
	Iteration 24Q: 3 clusters Score -2856120 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -2856327.250000 Penalty: 5159.009277
	Iteration 25Q: 3 clusters Score -2856327 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -2856511.500000 Penalty: 5159.009277
	Iteration 26Q: 3 clusters Score -2856512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -2856624.500000 Penalty: 5159.009277
	Iteration 27Q: 3 clusters Score -2856624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -2856710.000000 Penalty: 5159.009277
	Iteration 28Q: 3 clusters Score -2856710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -2856780.000000 Penalty: 5159.009277
	Iteration 29Q: 3 clusters Score -2856780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -2856826.250000 Penalty: 5159.009277
	Iteration 30Q: 3 clusters Score -2856826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -2856851.250000 Penalty: 5159.009277
	Iteration 31Q: 3 clusters Score -2856851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -2856870.250000 Penalty: 5159.009277
	Iteration 32Q: 3 clusters Score -2856870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -2856884.250000 Penalty: 5159.009277
	Iteration 33Q: 3 clusters Score -2856884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -2856892.750000 Penalty: 5159.009277
	Iteration 34Q: 3 clusters Score -2856893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -2856903.750000 Penalty: 5159.009277
	Iteration 35Q: 3 clusters Score -2856904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -2856908.000000 Penalty: 5159.009277
	Iteration 36Q: 3 clusters Score -2856908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -2856918.500000 Penalty: 5159.009277
	Iteration 37Q: 3 clusters Score -2856918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -2856930.500000 Penalty: 5159.009277
	Iteration 38Q: 3 clusters Score -2856930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2856930.250000 Penalty: 5159.009277
	Iteration 39Q: 3 clusters Score -2856930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -2856937.250000 Penalty: 5159.009277
	Iteration 40F: 3 clusters Score -2856937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -2856939.000000 Penalty: 5159.009277
	Iteration 41Q: 3 clusters Score -2856939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2856943.000000 Penalty: 5159.009277
	Iteration 42Q: 3 clusters Score -2856943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2856943.000000 Penalty: 5159.009277
	Iteration 43F: 3 clusters Score -2856943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Entering Unmasked Estep 
Score: -742656.250000 Penalty: 2254.650146
	Iteration 0F: 2 clusters Score -742656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -735687.937500 Penalty: 4509.300293
	Iteration 0F: 3 clusters Score -735687.9 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -737721.062500 Penalty: 4509.300293
	Iteration 1F: 3 clusters Score -737721.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -738042.250000 Penalty: 4509.300293
	Iteration 2F: 3 clusters Score -738042.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -738331.437500 Penalty: 4509.300293
	Iteration 3F: 3 clusters Score -738331.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -738607.250000 Penalty: 4509.300293
	Iteration 4F: 3 clusters Score -738607.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -738886.562500 Penalty: 4509.300293
	Iteration 5Q: 3 clusters Score -738886.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -739168.750000 Penalty: 4509.300293
	Iteration 6Q: 3 clusters Score -739168.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -739380.000000 Penalty: 4509.300293
	Iteration 7Q: 3 clusters Score -739380 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -739526.250000 Penalty: 4509.300293
	Iteration 8Q: 3 clusters Score -739526.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -739659.875000 Penalty: 4509.300293
	Iteration 9Q: 3 clusters Score -739659.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -739778.875000 Penalty: 4509.300293
	Iteration 10Q: 3 clusters Score -739778.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -739869.875000 Penalty: 4509.300293
	Iteration 11Q: 3 clusters Score -739869.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -739964.000000 Penalty: 4509.300293
	Iteration 12Q: 3 clusters Score -739964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -740058.562500 Penalty: 4509.300293
	Iteration 13Q: 3 clusters Score -740058.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -740144.062500 Penalty: 4509.300293
	Iteration 14Q: 3 clusters Score -740144.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -740226.562500 Penalty: 4509.300293
	Iteration 15Q: 3 clusters Score -740226.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -740310.500000 Penalty: 4509.300293
	Iteration 16Q: 3 clusters Score -740310.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -740384.500000 Penalty: 4509.300293
	Iteration 17Q: 3 clusters Score -740384.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -740464.625000 Penalty: 4509.300293
	Iteration 18Q: 3 clusters Score -740464.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -740549.875000 Penalty: 4509.300293
	Iteration 19Q: 3 clusters Score -740549.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -740649.875000 Penalty: 4509.300293
	Iteration 20F: 3 clusters Score -740649.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -740742.562500 Penalty: 4509.300293
	Iteration 21Q: 3 clusters Score -740742.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -740819.812500 Penalty: 4509.300293
	Iteration 22Q: 3 clusters Score -740819.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -740909.375000 Penalty: 4509.300293
	Iteration 23Q: 3 clusters Score -740909.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -740984.062500 Penalty: 4509.300293
	Iteration 24Q: 3 clusters Score -740984.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -741046.062500 Penalty: 4509.300293
	Iteration 25Q: 3 clusters Score -741046.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -741105.812500 Penalty: 4509.300293
	Iteration 26Q: 3 clusters Score -741105.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -741157.937500 Penalty: 4509.300293
	Iteration 27Q: 3 clusters Score -741157.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -741198.625000 Penalty: 4509.300293
	Iteration 28Q: 3 clusters Score -741198.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -741224.125000 Penalty: 4509.300293
	Iteration 29Q: 3 clusters Score -741224.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -741253.937500 Penalty: 4509.300293
	Iteration 30Q: 3 clusters Score -741253.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -741286.437500 Penalty: 4509.300293
	Iteration 31Q: 3 clusters Score -741286.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -741320.375000 Penalty: 4509.300293
	Iteration 32Q: 3 clusters Score -741320.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -741355.250000 Penalty: 4509.300293
	Iteration 33Q: 3 clusters Score -741355.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -741379.937500 Penalty: 4509.300293
	Iteration 34Q: 3 clusters Score -741379.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -741401.500000 Penalty: 4509.300293
	Iteration 35Q: 3 clusters Score -741401.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -741414.000000 Penalty: 4509.300293
	Iteration 36Q: 3 clusters Score -741414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -741426.687500 Penalty: 4509.300293
	Iteration 37Q: 3 clusters Score -741426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -741438.562500 Penalty: 4509.300293
	Iteration 38Q: 3 clusters Score -741438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -741449.062500 Penalty: 4509.300293
	Iteration 39Q: 3 clusters Score -741449.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -741453.750000 Penalty: 4509.300293
	Iteration 40F: 3 clusters Score -741453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -741456.937500 Penalty: 4509.300293
	Iteration 41Q: 3 clusters Score -741456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -741461.375000 Penalty: 4509.300293
	Iteration 42Q: 3 clusters Score -741461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -741462.625000 Penalty: 4509.300293
	Iteration 43Q: 3 clusters Score -741462.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -741468.625000 Penalty: 4509.300293
	Iteration 44Q: 3 clusters Score -741468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -741473.375000 Penalty: 4509.300293
	Iteration 45Q: 3 clusters Score -741473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -741472.500000 Penalty: 4509.300293
	Iteration 46Q: 3 clusters Score -741472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -741474.500000 Penalty: 4509.300293
	Iteration 47Q: 3 clusters Score -741474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -741475.750000 Penalty: 4509.300293
	Iteration 48Q: 3 clusters Score -741475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -741476.625000 Penalty: 4509.300293
	Iteration 49Q: 3 clusters Score -741476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -741479.000000 Penalty: 4509.300293
	Iteration 50Q: 3 clusters Score -741479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -741481.250000 Penalty: 4509.300293
	Iteration 51Q: 3 clusters Score -741481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -741481.375000 Penalty: 4509.300293
	Iteration 52Q: 3 clusters Score -741481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -741481.375000 Penalty: 4509.300293
	Iteration 53F: 3 clusters Score -741481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Entering Unmasked Estep 
Score: -1319329.125000 Penalty: 2380.753174
	Iteration 0F: 2 clusters Score -1319329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1308582.750000 Penalty: 4761.506348
	Iteration 0F: 3 clusters Score -1308583 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1311995.375000 Penalty: 4761.506348
	Iteration 1F: 3 clusters Score -1311995 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1312374.875000 Penalty: 4761.506348
	Iteration 2F: 3 clusters Score -1312375 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1312701.500000 Penalty: 4761.506348
	Iteration 3Q: 3 clusters Score -1312702 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1313051.750000 Penalty: 4761.506348
	Iteration 4Q: 3 clusters Score -1313052 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1313405.125000 Penalty: 4761.506348
	Iteration 5Q: 3 clusters Score -1313405 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1313731.000000 Penalty: 4761.506348
	Iteration 6Q: 3 clusters Score -1313731 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1314029.625000 Penalty: 4761.506348
	Iteration 7Q: 3 clusters Score -1314030 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1314263.250000 Penalty: 4761.506348
	Iteration 8Q: 3 clusters Score -1314263 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1314449.375000 Penalty: 4761.506348
	Iteration 9Q: 3 clusters Score -1314449 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1314620.500000 Penalty: 4761.506348
	Iteration 10Q: 3 clusters Score -1314620 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1314779.375000 Penalty: 4761.506348
	Iteration 11Q: 3 clusters Score -1314779 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1314928.250000 Penalty: 4761.506348
	Iteration 12Q: 3 clusters Score -1314928 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1315091.875000 Penalty: 4761.506348
	Iteration 13Q: 3 clusters Score -1315092 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1315267.500000 Penalty: 4761.506348
	Iteration 14Q: 3 clusters Score -1315268 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1315448.500000 Penalty: 4761.506348
	Iteration 15Q: 3 clusters Score -1315448 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1315621.500000 Penalty: 4761.506348
	Iteration 16Q: 3 clusters Score -1315622 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1315776.125000 Penalty: 4761.506348
	Iteration 17Q: 3 clusters Score -1315776 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1315911.750000 Penalty: 4761.506348
	Iteration 18Q: 3 clusters Score -1315912 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1316025.250000 Penalty: 4761.506348
	Iteration 19Q: 3 clusters Score -1316025 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1316137.750000 Penalty: 4761.506348
	Iteration 20F: 3 clusters Score -1316138 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1316227.125000 Penalty: 4761.506348
	Iteration 21Q: 3 clusters Score -1316227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1316319.750000 Penalty: 4761.506348
	Iteration 22Q: 3 clusters Score -1316320 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1316387.750000 Penalty: 4761.506348
	Iteration 23Q: 3 clusters Score -1316388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1316451.875000 Penalty: 4761.506348
	Iteration 24Q: 3 clusters Score -1316452 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1316496.875000 Penalty: 4761.506348
	Iteration 25Q: 3 clusters Score -1316497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1316545.625000 Penalty: 4761.506348
	Iteration 26Q: 3 clusters Score -1316546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1316597.375000 Penalty: 4761.506348
	Iteration 27Q: 3 clusters Score -1316597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1316635.875000 Penalty: 4761.506348
	Iteration 28Q: 3 clusters Score -1316636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1316685.500000 Penalty: 4761.506348
	Iteration 29Q: 3 clusters Score -1316686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1316741.125000 Penalty: 4761.506348
	Iteration 30Q: 3 clusters Score -1316741 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1316789.250000 Penalty: 4761.506348
	Iteration 31Q: 3 clusters Score -1316789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1316828.125000 Penalty: 4761.506348
	Iteration 32Q: 3 clusters Score -1316828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1316871.750000 Penalty: 4761.506348
	Iteration 33Q: 3 clusters Score -1316872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1316930.125000 Penalty: 4761.506348
	Iteration 34Q: 3 clusters Score -1316930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1316993.375000 Penalty: 4761.506348
	Iteration 35Q: 3 clusters Score -1316993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1317046.750000 Penalty: 4761.506348
	Iteration 36Q: 3 clusters Score -1317047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1317091.750000 Penalty: 4761.506348
	Iteration 37Q: 3 clusters Score -1317092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1317136.500000 Penalty: 4761.506348
	Iteration 38Q: 3 clusters Score -1317136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1317171.875000 Penalty: 4761.506348
	Iteration 39Q: 3 clusters Score -1317172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1317210.750000 Penalty: 4761.506348
	Iteration 40F: 3 clusters Score -1317211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1317242.125000 Penalty: 4761.506348
	Iteration 41Q: 3 clusters Score -1317242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1317267.750000 Penalty: 4761.506348
	Iteration 42Q: 3 clusters Score -1317268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1317285.625000 Penalty: 4761.506348
	Iteration 43Q: 3 clusters Score -1317286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1317304.500000 Penalty: 4761.506348
	Iteration 44Q: 3 clusters Score -1317304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1317321.125000 Penalty: 4761.506348
	Iteration 45Q: 3 clusters Score -1317321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1317330.000000 Penalty: 4761.506348
	Iteration 46Q: 3 clusters Score -1317330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1317337.000000 Penalty: 4761.506348
	Iteration 47Q: 3 clusters Score -1317337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1317339.000000 Penalty: 4761.506348
	Iteration 48Q: 3 clusters Score -1317339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1317344.750000 Penalty: 4761.506348
	Iteration 49Q: 3 clusters Score -1317345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1317344.125000 Penalty: 4761.506348
	Iteration 50Q: 3 clusters Score -1317344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1317343.750000 Penalty: 4761.506348
	Iteration 51Q: 3 clusters Score -1317344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1317343.750000 Penalty: 4761.506348
	Iteration 52F: 3 clusters Score -1317344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -22592.232422 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -22592.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21327.980469 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -21327.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21446.511719 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -21446.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21485.437500 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -21485.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21494.283203 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -21494.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21494.283203 Penalty: 2834.011475
	Iteration 4F: 3 clusters Score -21494.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -316604.000000 Penalty: 2082.358398
	Iteration 0F: 2 clusters Score -316604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -312427.125000 Penalty: 4164.716797
	Iteration 0F: 3 clusters Score -312427.1 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -313599.593750 Penalty: 4164.716797
	Iteration 1F: 3 clusters Score -313599.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -313941.875000 Penalty: 4164.716797
	Iteration 2F: 3 clusters Score -313941.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -314167.156250 Penalty: 4164.716797
	Iteration 3F: 3 clusters Score -314167.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -314311.593750 Penalty: 4164.716797
	Iteration 4Q: 3 clusters Score -314311.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -314427.031250 Penalty: 4164.716797
	Iteration 5Q: 3 clusters Score -314427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -314550.750000 Penalty: 4164.716797
	Iteration 6Q: 3 clusters Score -314550.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -314695.718750 Penalty: 4164.716797
	Iteration 7Q: 3 clusters Score -314695.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -314829.625000 Penalty: 4164.716797
	Iteration 8Q: 3 clusters Score -314829.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -314951.343750 Penalty: 4164.716797
	Iteration 9Q: 3 clusters Score -314951.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -315032.906250 Penalty: 4164.716797
	Iteration 10Q: 3 clusters Score -315032.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -315085.750000 Penalty: 4164.716797
	Iteration 11Q: 3 clusters Score -315085.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -315132.906250 Penalty: 4164.716797
	Iteration 12Q: 3 clusters Score -315132.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -315166.218750 Penalty: 4164.716797
	Iteration 13Q: 3 clusters Score -315166.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -315204.000000 Penalty: 4164.716797
	Iteration 14Q: 3 clusters Score -315204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -315235.187500 Penalty: 4164.716797
	Iteration 15Q: 3 clusters Score -315235.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -315260.343750 Penalty: 4164.716797
	Iteration 16Q: 3 clusters Score -315260.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -315282.156250 Penalty: 4164.716797
	Iteration 17Q: 3 clusters Score -315282.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -315300.968750 Penalty: 4164.716797
	Iteration 18Q: 3 clusters Score -315301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -315309.625000 Penalty: 4164.716797
	Iteration 19Q: 3 clusters Score -315309.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315313.500000 Penalty: 4164.716797
	Iteration 20F: 3 clusters Score -315313.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -315316.437500 Penalty: 4164.716797
	Iteration 21Q: 3 clusters Score -315316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -315318.343750 Penalty: 4164.716797
	Iteration 22Q: 3 clusters Score -315318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -315318.875000 Penalty: 4164.716797
	Iteration 23Q: 3 clusters Score -315318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -315319.656250 Penalty: 4164.716797
	Iteration 24Q: 3 clusters Score -315319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -315320.625000 Penalty: 4164.716797
	Iteration 25Q: 3 clusters Score -315320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315322.187500 Penalty: 4164.716797
	Iteration 26Q: 3 clusters Score -315322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -315321.812500 Penalty: 4164.716797
	Iteration 27Q: 3 clusters Score -315321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -315321.812500 Penalty: 4164.716797
	Iteration 28F: 3 clusters Score -315321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -429046.343750 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -429046.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -424354.125000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -424354.1 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -425517.375000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -425517.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -425833.093750 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -425833.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -426052.906250 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -426052.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -426235.406250 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -426235.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -426391.718750 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -426391.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -426558.625000 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -426558.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -426736.968750 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -426737 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -426909.125000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -426909.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -427072.531250 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -427072.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -427218.500000 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -427218.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -427334.093750 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -427334.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -427477.781250 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -427477.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -427601.593750 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -427601.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -427693.406250 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -427693.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -427747.656250 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -427747.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -427776.000000 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -427776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -427794.250000 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -427794.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -427807.937500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -427807.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -427820.000000 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -427820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -427830.250000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -427830.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -427842.468750 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -427842.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -427853.281250 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -427853.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -427858.343750 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -427858.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -427863.687500 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -427863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -427865.468750 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -427865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -427869.343750 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -427869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -427869.281250 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -427869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -427870.500000 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -427870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -427873.218750 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -427873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -427876.281250 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -427876.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -427878.906250 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -427878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -427881.937500 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -427881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -427883.906250 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -427883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -427886.625000 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -427886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -427888.875000 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -427888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -427889.281250 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -427889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -427889.468750 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -427889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -427891.625000 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -427891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -427893.406250 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -427893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -427893.500000 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -427893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -427895.125000 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -427895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -427895.843750 Penalty: 4245.790527
	Iteration 42Q: 3 clusters Score -427895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -427896.343750 Penalty: 4245.790527
	Iteration 43Q: 3 clusters Score -427896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -427897.218750 Penalty: 4245.790527
	Iteration 44Q: 3 clusters Score -427897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -427897.218750 Penalty: 4245.790527
	Iteration 45F: 3 clusters Score -427897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -321261.187500 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -321261.2 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 2019 members 
Entering Unmasked Estep 
Score: -317347.062500 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -317347.1 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -318251.687500 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -318251.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -318530.562500 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -318530.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -318773.281250 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -318773.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -318965.500000 Penalty: 4114.468262
	Iteration 4F: 3 clusters Score -318965.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -319141.843750 Penalty: 4114.468262
	Iteration 5Q: 3 clusters Score -319141.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -319279.406250 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -319279.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -319355.125000 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -319355.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -319415.125000 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -319415.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -319453.531250 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -319453.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -319502.125000 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -319502.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -319555.125000 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -319555.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -319616.406250 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -319616.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -319702.937500 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -319702.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -319805.468750 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -319805.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -319903.625000 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -319903.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -319983.312500 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -319983.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -320076.187500 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -320076.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -320206.812500 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -320206.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -320384.906250 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -320384.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -320540.750000 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -320540.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -320624.937500 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -320624.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -320679.562500 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -320679.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -320715.156250 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -320715.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -320728.656250 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -320728.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -320736.375000 Penalty: 4114.468262
	Iteration 25Q: 3 clusters Score -320736.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -320747.875000 Penalty: 4114.468262
	Iteration 26Q: 3 clusters Score -320747.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -320754.093750 Penalty: 4114.468262
	Iteration 27Q: 3 clusters Score -320754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -320759.406250 Penalty: 4114.468262
	Iteration 28Q: 3 clusters Score -320759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -320760.875000 Penalty: 4114.468262
	Iteration 29Q: 3 clusters Score -320760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -320764.406250 Penalty: 4114.468262
	Iteration 30Q: 3 clusters Score -320764.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -320768.281250 Penalty: 4114.468262
	Iteration 31Q: 3 clusters Score -320768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -320772.437500 Penalty: 4114.468262
	Iteration 32Q: 3 clusters Score -320772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -320776.375000 Penalty: 4114.468262
	Iteration 33Q: 3 clusters Score -320776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -320780.562500 Penalty: 4114.468262
	Iteration 34Q: 3 clusters Score -320780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -320786.125000 Penalty: 4114.468262
	Iteration 35Q: 3 clusters Score -320786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -320805.500000 Penalty: 4114.468262
	Iteration 36Q: 3 clusters Score -320805.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -320827.062500 Penalty: 4114.468262
	Iteration 37Q: 3 clusters Score -320827.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -320857.718750 Penalty: 4114.468262
	Iteration 38Q: 3 clusters Score -320857.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -320902.250000 Penalty: 4114.468262
	Iteration 39Q: 3 clusters Score -320902.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -320991.468750 Penalty: 4114.468262
	Iteration 40F: 3 clusters Score -320991.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -321209.781250 Penalty: 4114.468262
	Iteration 41Q: 3 clusters Score -321209.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -321498.531250 Penalty: 4114.468262
	Iteration 42Q: 3 clusters Score -321498.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -321727.125000 Penalty: 4114.468262
	Iteration 43Q: 3 clusters Score -321727.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321837.062500 Penalty: 4114.468262
	Iteration 44Q: 3 clusters Score -321837.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -321881.937500 Penalty: 4114.468262
	Iteration 45Q: 3 clusters Score -321881.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321904.062500 Penalty: 4114.468262
	Iteration 46Q: 3 clusters Score -321904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -321912.156250 Penalty: 4114.468262
	Iteration 47Q: 3 clusters Score -321912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -321915.875000 Penalty: 4114.468262
	Iteration 48Q: 3 clusters Score -321915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -321918.281250 Penalty: 4114.468262
	Iteration 49Q: 3 clusters Score -321918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321919.125000 Penalty: 4114.468262
	Iteration 50Q: 3 clusters Score -321919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321920.062500 Penalty: 4114.468262
	Iteration 51Q: 3 clusters Score -321920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -321920.656250 Penalty: 4114.468262
	Iteration 52Q: 3 clusters Score -321920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -321920.656250 Penalty: 4114.468262
	Iteration 53F: 3 clusters Score -321920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 188808 members 
Mstep: Class 6 contains 382592 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 1442 members 
Entering Unmasked Estep 
Score: -146469376.000000 Penalty: 99641.851562
Splitting cluster 14 changes total score from -146470304.000000 to -146469376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (155881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Entering Unmasked Estep 
Score: -13989786.000000 Penalty: 2965.298340
	Iteration 0F: 2 clusters Score -1.398979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -13885302.000000 Penalty: 5930.596680
	Iteration 0F: 3 clusters Score -1.38853e+07 nChanged 74427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -13928370.000000 Penalty: 5930.596680
	Iteration 1F: 3 clusters Score -1.392837e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -13929275.000000 Penalty: 5930.596680
	Iteration 2Q: 3 clusters Score -1.392928e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -13930450.000000 Penalty: 5930.596680
	Iteration 3Q: 3 clusters Score -1.393045e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -13932194.000000 Penalty: 5930.596680
	Iteration 4Q: 3 clusters Score -1.393219e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -13934464.000000 Penalty: 5930.596680
	Iteration 5Q: 3 clusters Score -1.393446e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -13937502.000000 Penalty: 5930.596680
	Iteration 6Q: 3 clusters Score -1.39375e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -13941623.000000 Penalty: 5930.596680
	Iteration 7F: 3 clusters Score -1.394162e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -13946493.000000 Penalty: 5930.596680
	Iteration 8F: 3 clusters Score -1.394649e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -13952013.000000 Penalty: 5930.596680
	Iteration 9F: 3 clusters Score -1.395201e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -13957414.000000 Penalty: 5930.596680
	Iteration 10F: 3 clusters Score -1.395741e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -13962424.000000 Penalty: 5930.596680
	Iteration 11Q: 3 clusters Score -1.396242e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -13966593.000000 Penalty: 5930.596680
	Iteration 12Q: 3 clusters Score -1.396659e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -13969380.000000 Penalty: 5930.596680
	Iteration 13Q: 3 clusters Score -1.396938e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -13971397.000000 Penalty: 5930.596680
	Iteration 14Q: 3 clusters Score -1.39714e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 123413 members 
Entering Unmasked Estep 
Score: -13972918.000000 Penalty: 5930.596680
	Iteration 15Q: 3 clusters Score -1.397292e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 126017 members 
Entering Unmasked Estep 
Score: -13974309.000000 Penalty: 5930.596680
	Iteration 16Q: 3 clusters Score -1.397431e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -13975616.000000 Penalty: 5930.596680
	Iteration 17Q: 3 clusters Score -1.397562e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -13976794.000000 Penalty: 5930.596680
	Iteration 18Q: 3 clusters Score -1.397679e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 133128 members 
Entering Unmasked Estep 
Score: -13978048.000000 Penalty: 5930.596680
	Iteration 19Q: 3 clusters Score -1.397805e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 135280 members 
Entering Unmasked Estep 
Score: -13979190.000000 Penalty: 5930.596680
	Iteration 20F: 3 clusters Score -1.397919e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 137333 members 
Entering Unmasked Estep 
Score: -13980209.000000 Penalty: 5930.596680
	Iteration 21Q: 3 clusters Score -1.398021e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -13981167.000000 Penalty: 5930.596680
	Iteration 22Q: 3 clusters Score -1.398117e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -13982009.000000 Penalty: 5930.596680
	Iteration 23Q: 3 clusters Score -1.398201e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -13982879.000000 Penalty: 5930.596680
	Iteration 24Q: 3 clusters Score -1.398288e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 143979 members 
Entering Unmasked Estep 
Score: -13983640.000000 Penalty: 5930.596680
	Iteration 25Q: 3 clusters Score -1.398364e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 145262 members 
Entering Unmasked Estep 
Score: -13984317.000000 Penalty: 5930.596680
	Iteration 26Q: 3 clusters Score -1.398432e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 146371 members 
Entering Unmasked Estep 
Score: -13984802.000000 Penalty: 5930.596680
	Iteration 27Q: 3 clusters Score -1.39848e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -13985308.000000 Penalty: 5930.596680
	Iteration 28Q: 3 clusters Score -1.398531e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -13985669.000000 Penalty: 5930.596680
	Iteration 29Q: 3 clusters Score -1.398567e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -13985993.000000 Penalty: 5930.596680
	Iteration 30Q: 3 clusters Score -1.398599e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -13986193.000000 Penalty: 5930.596680
	Iteration 31Q: 3 clusters Score -1.398619e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -13986469.000000 Penalty: 5930.596680
	Iteration 32Q: 3 clusters Score -1.398647e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 150481 members 
Entering Unmasked Estep 
Score: -13986586.000000 Penalty: 5930.596680
	Iteration 33Q: 3 clusters Score -1.398659e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -13986734.000000 Penalty: 5930.596680
	Iteration 34Q: 3 clusters Score -1.398673e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -13986807.000000 Penalty: 5930.596680
	Iteration 35Q: 3 clusters Score -1.398681e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -13986870.000000 Penalty: 5930.596680
	Iteration 36Q: 3 clusters Score -1.398687e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 151623 members 
Entering Unmasked Estep 
Score: -13986918.000000 Penalty: 5930.596680
	Iteration 37Q: 3 clusters Score -1.398692e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 151819 members 
Entering Unmasked Estep 
Score: -13986960.000000 Penalty: 5930.596680
	Iteration 38Q: 3 clusters Score -1.398696e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -13987002.000000 Penalty: 5930.596680
	Iteration 39Q: 3 clusters Score -1.3987e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -13987048.000000 Penalty: 5930.596680
	Iteration 40F: 3 clusters Score -1.398705e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -13987087.000000 Penalty: 5930.596680
	Iteration 41Q: 3 clusters Score -1.398709e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 152456 members 
Entering Unmasked Estep 
Score: -13987111.000000 Penalty: 5930.596680
	Iteration 42Q: 3 clusters Score -1.398711e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -13987130.000000 Penalty: 5930.596680
	Iteration 43Q: 3 clusters Score -1.398713e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -13987111.000000 Penalty: 5930.596680
	Iteration 44Q: 3 clusters Score -1.398711e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 152761 members 
Entering Unmasked Estep 
Score: -13987162.000000 Penalty: 5930.596680
	Iteration 45Q: 3 clusters Score -1.398716e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 152845 members 
Entering Unmasked Estep 
Score: -13987196.000000 Penalty: 5930.596680
	Iteration 46Q: 3 clusters Score -1.39872e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -13987227.000000 Penalty: 5930.596680
	Iteration 47Q: 3 clusters Score -1.398723e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -13987252.000000 Penalty: 5930.596680
	Iteration 48Q: 3 clusters Score -1.398725e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -13987249.000000 Penalty: 5930.596680
	Iteration 49Q: 3 clusters Score -1.398725e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 153156 members 
Entering Unmasked Estep 
Score: -13987265.000000 Penalty: 5930.596680
	Iteration 50Q: 3 clusters Score -1.398726e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -13987282.000000 Penalty: 5930.596680
	Iteration 51Q: 3 clusters Score -1.398728e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 153277 members 
Entering Unmasked Estep 
Score: -13987317.000000 Penalty: 5930.596680
	Iteration 52Q: 3 clusters Score -1.398732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -13987325.000000 Penalty: 5930.596680
	Iteration 53Q: 3 clusters Score -1.398732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -13987330.000000 Penalty: 5930.596680
	Iteration 54Q: 3 clusters Score -1.398733e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -13987327.000000 Penalty: 5930.596680
	Iteration 55Q: 3 clusters Score -1.398733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -13987333.000000 Penalty: 5930.596680
	Iteration 56Q: 3 clusters Score -1.398733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -13987324.000000 Penalty: 5930.596680
	Iteration 57Q: 3 clusters Score -1.398732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -13987339.000000 Penalty: 5930.596680
	Iteration 58Q: 3 clusters Score -1.398734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
Score: -13987355.000000 Penalty: 5930.596680
	Iteration 59Q: 3 clusters Score -1.398736e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -13987377.000000 Penalty: 5930.596680
	Iteration 60F: 3 clusters Score -1.398738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 153609 members 
Entering Unmasked Estep 
Score: -13987394.000000 Penalty: 5930.596680
	Iteration 61Q: 3 clusters Score -1.398739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 153627 members 
Entering Unmasked Estep 
Score: -13987399.000000 Penalty: 5930.596680
	Iteration 62Q: 3 clusters Score -1.39874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -13987393.000000 Penalty: 5930.596680
	Iteration 63Q: 3 clusters Score -1.398739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -13987400.000000 Penalty: 5930.596680
	Iteration 64Q: 3 clusters Score -1.39874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -13987409.000000 Penalty: 5930.596680
	Iteration 65Q: 3 clusters Score -1.398741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -13987406.000000 Penalty: 5930.596680
	Iteration 66Q: 3 clusters Score -1.398741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 153706 members 
Entering Unmasked Estep 
Score: -13987411.000000 Penalty: 5930.596680
	Iteration 67Q: 3 clusters Score -1.398741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 153726 members 
Entering Unmasked Estep 
Score: -13987418.000000 Penalty: 5930.596680
	Iteration 68Q: 3 clusters Score -1.398742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -13987415.000000 Penalty: 5930.596680
	Iteration 69Q: 3 clusters Score -1.398742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 153749 members 
Entering Unmasked Estep 
Score: -13987422.000000 Penalty: 5930.596680
	Iteration 70Q: 3 clusters Score -1.398742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 153756 members 
Entering Unmasked Estep 
Score: -13987435.000000 Penalty: 5930.596680
	Iteration 71Q: 3 clusters Score -1.398744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -13987440.000000 Penalty: 5930.596680
	Iteration 72Q: 3 clusters Score -1.398744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -13987446.000000 Penalty: 5930.596680
	Iteration 73Q: 3 clusters Score -1.398745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 153770 members 
Entering Unmasked Estep 
Score: -13987453.000000 Penalty: 5930.596680
	Iteration 74Q: 3 clusters Score -1.398745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 153774 members 
Entering Unmasked Estep 
Score: -13987448.000000 Penalty: 5930.596680
	Iteration 75Q: 3 clusters Score -1.398745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -13987468.000000 Penalty: 5930.596680
	Iteration 76Q: 3 clusters Score -1.398747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 153784 members 
Entering Unmasked Estep 
Score: -13987457.000000 Penalty: 5930.596680
	Iteration 77Q: 3 clusters Score -1.398746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -13987460.000000 Penalty: 5930.596680
	Iteration 78Q: 3 clusters Score -1.398746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -13987445.000000 Penalty: 5930.596680
	Iteration 79Q: 3 clusters Score -1.398744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -13987435.000000 Penalty: 5930.596680
	Iteration 80F: 3 clusters Score -1.398744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -13987435.000000 Penalty: 5930.596680
	Iteration 81Q: 3 clusters Score -1.398744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -13987451.000000 Penalty: 5930.596680
	Iteration 82Q: 3 clusters Score -1.398745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -13987446.000000 Penalty: 5930.596680
	Iteration 83Q: 3 clusters Score -1.398745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 153809 members 
Entering Unmasked Estep 
Score: -13987439.000000 Penalty: 5930.596680
	Iteration 84Q: 3 clusters Score -1.398744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 153813 members 
Entering Unmasked Estep 
Score: -13987445.000000 Penalty: 5930.596680
	Iteration 85Q: 3 clusters Score -1.398744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 153821 members 
Entering Unmasked Estep 
Score: -13987454.000000 Penalty: 5930.596680
	Iteration 86Q: 3 clusters Score -1.398745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -13987455.000000 Penalty: 5930.596680
	Iteration 87Q: 3 clusters Score -1.398746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 153833 members 
Entering Unmasked Estep 
Score: -13987465.000000 Penalty: 5930.596680
	Iteration 88Q: 3 clusters Score -1.398746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -13987452.000000 Penalty: 5930.596680
	Iteration 89Q: 3 clusters Score -1.398745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -13987459.000000 Penalty: 5930.596680
	Iteration 90Q: 3 clusters Score -1.398746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 153844 members 
Entering Unmasked Estep 
Score: -13987461.000000 Penalty: 5930.596680
	Iteration 91Q: 3 clusters Score -1.398746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 153849 members 
Entering Unmasked Estep 
Score: -13987469.000000 Penalty: 5930.596680
	Iteration 92Q: 3 clusters Score -1.398747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -13987471.000000 Penalty: 5930.596680
	Iteration 93Q: 3 clusters Score -1.398747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -13987476.000000 Penalty: 5930.596680
	Iteration 94Q: 3 clusters Score -1.398748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 153865 members 
Entering Unmasked Estep 
Score: -13987489.000000 Penalty: 5930.596680
	Iteration 95Q: 3 clusters Score -1.398749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -13987492.000000 Penalty: 5930.596680
	Iteration 96Q: 3 clusters Score -1.398749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -13987488.000000 Penalty: 5930.596680
	Iteration 97Q: 3 clusters Score -1.398749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 153875 members 
Entering Unmasked Estep 
Score: -13987485.000000 Penalty: 5930.596680
	Iteration 98Q: 3 clusters Score -1.398748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -13987478.000000 Penalty: 5930.596680
	Iteration 99Q: 3 clusters Score -1.398748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -13987481.000000 Penalty: 5930.596680
	Iteration 100F: 3 clusters Score -1.398748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -13987486.000000 Penalty: 5930.596680
	Iteration 101Q: 3 clusters Score -1.398749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -13987486.000000 Penalty: 5930.596680
	Iteration 102F: 3 clusters Score -1.398749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Entering Unmasked Estep 
Score: -1535548.750000 Penalty: 2430.513672
	Iteration 0F: 2 clusters Score -1535549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1522717.250000 Penalty: 4861.027344
	Iteration 0F: 3 clusters Score -1522717 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1527136.750000 Penalty: 4861.027344
	Iteration 1F: 3 clusters Score -1527137 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1527933.625000 Penalty: 4861.027344
	Iteration 2F: 3 clusters Score -1527934 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1528791.125000 Penalty: 4861.027344
	Iteration 3F: 3 clusters Score -1528791 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1529541.375000 Penalty: 4861.027344
	Iteration 4F: 3 clusters Score -1529541 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1530201.750000 Penalty: 4861.027344
	Iteration 5F: 3 clusters Score -1530202 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1530770.500000 Penalty: 4861.027344
	Iteration 6F: 3 clusters Score -1530770 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1531278.375000 Penalty: 4861.027344
	Iteration 7Q: 3 clusters Score -1531278 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1531681.750000 Penalty: 4861.027344
	Iteration 8Q: 3 clusters Score -1531682 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1531994.500000 Penalty: 4861.027344
	Iteration 9Q: 3 clusters Score -1531994 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1532280.625000 Penalty: 4861.027344
	Iteration 10Q: 3 clusters Score -1532281 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1532534.500000 Penalty: 4861.027344
	Iteration 11Q: 3 clusters Score -1532534 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1532751.000000 Penalty: 4861.027344
	Iteration 12Q: 3 clusters Score -1532751 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1532971.000000 Penalty: 4861.027344
	Iteration 13Q: 3 clusters Score -1532971 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1533196.625000 Penalty: 4861.027344
	Iteration 14Q: 3 clusters Score -1533197 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1533405.375000 Penalty: 4861.027344
	Iteration 15Q: 3 clusters Score -1533405 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1533584.125000 Penalty: 4861.027344
	Iteration 16Q: 3 clusters Score -1533584 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1533716.375000 Penalty: 4861.027344
	Iteration 17Q: 3 clusters Score -1533716 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1533808.875000 Penalty: 4861.027344
	Iteration 18Q: 3 clusters Score -1533809 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1533882.000000 Penalty: 4861.027344
	Iteration 19Q: 3 clusters Score -1533882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1533955.875000 Penalty: 4861.027344
	Iteration 20F: 3 clusters Score -1533956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1534014.750000 Penalty: 4861.027344
	Iteration 21Q: 3 clusters Score -1534015 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1534079.500000 Penalty: 4861.027344
	Iteration 22Q: 3 clusters Score -1534080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1534120.875000 Penalty: 4861.027344
	Iteration 23Q: 3 clusters Score -1534121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1534156.625000 Penalty: 4861.027344
	Iteration 24Q: 3 clusters Score -1534157 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1534178.625000 Penalty: 4861.027344
	Iteration 25Q: 3 clusters Score -1534179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1534191.375000 Penalty: 4861.027344
	Iteration 26Q: 3 clusters Score -1534191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1534205.000000 Penalty: 4861.027344
	Iteration 27Q: 3 clusters Score -1534205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1534211.375000 Penalty: 4861.027344
	Iteration 28Q: 3 clusters Score -1534211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1534219.375000 Penalty: 4861.027344
	Iteration 29Q: 3 clusters Score -1534219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1534226.125000 Penalty: 4861.027344
	Iteration 30Q: 3 clusters Score -1534226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1534228.750000 Penalty: 4861.027344
	Iteration 31Q: 3 clusters Score -1534229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1534234.250000 Penalty: 4861.027344
	Iteration 32Q: 3 clusters Score -1534234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1534244.000000 Penalty: 4861.027344
	Iteration 33Q: 3 clusters Score -1534244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1534249.625000 Penalty: 4861.027344
	Iteration 34Q: 3 clusters Score -1534250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1534256.875000 Penalty: 4861.027344
	Iteration 35Q: 3 clusters Score -1534257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1534257.375000 Penalty: 4861.027344
	Iteration 36Q: 3 clusters Score -1534257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1534269.625000 Penalty: 4861.027344
	Iteration 37Q: 3 clusters Score -1534270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1534277.375000 Penalty: 4861.027344
	Iteration 38Q: 3 clusters Score -1534277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1534277.625000 Penalty: 4861.027344
	Iteration 39Q: 3 clusters Score -1534278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1534283.500000 Penalty: 4861.027344
	Iteration 40F: 3 clusters Score -1534284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1534288.875000 Penalty: 4861.027344
	Iteration 41Q: 3 clusters Score -1534289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1534295.875000 Penalty: 4861.027344
	Iteration 42Q: 3 clusters Score -1534296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1534303.125000 Penalty: 4861.027344
	Iteration 43Q: 3 clusters Score -1534303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1534302.750000 Penalty: 4861.027344
	Iteration 44Q: 3 clusters Score -1534303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1534314.875000 Penalty: 4861.027344
	Iteration 45Q: 3 clusters Score -1534315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1534320.250000 Penalty: 4861.027344
	Iteration 46Q: 3 clusters Score -1534320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1534318.000000 Penalty: 4861.027344
	Iteration 47Q: 3 clusters Score -1534318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1534322.125000 Penalty: 4861.027344
	Iteration 48Q: 3 clusters Score -1534322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1534324.375000 Penalty: 4861.027344
	Iteration 49Q: 3 clusters Score -1534324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1534323.750000 Penalty: 4861.027344
	Iteration 50Q: 3 clusters Score -1534324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1534326.000000 Penalty: 4861.027344
	Iteration 51Q: 3 clusters Score -1534326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1534325.375000 Penalty: 4861.027344
	Iteration 52Q: 3 clusters Score -1534325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1534325.375000 Penalty: 4861.027344
	Iteration 53F: 3 clusters Score -1534325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Entering Unmasked Estep 
Score: -2382472.750000 Penalty: 2524.720215
	Iteration 0F: 2 clusters Score -2382473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2364183.250000 Penalty: 5049.440430
	Iteration 0F: 3 clusters Score -2364183 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2370855.750000 Penalty: 5049.440430
	Iteration 1F: 3 clusters Score -2370856 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2371454.000000 Penalty: 5049.440430
	Iteration 2F: 3 clusters Score -2371454 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2372141.000000 Penalty: 5049.440430
	Iteration 3F: 3 clusters Score -2372141 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2373041.250000 Penalty: 5049.440430
	Iteration 4F: 3 clusters Score -2373041 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2374115.000000 Penalty: 5049.440430
	Iteration 5F: 3 clusters Score -2374115 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2375381.500000 Penalty: 5049.440430
	Iteration 6F: 3 clusters Score -2375382 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2376735.250000 Penalty: 5049.440430
	Iteration 7F: 3 clusters Score -2376735 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2377971.750000 Penalty: 5049.440430
	Iteration 8F: 3 clusters Score -2377972 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2378936.250000 Penalty: 5049.440430
	Iteration 9Q: 3 clusters Score -2378936 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2379633.500000 Penalty: 5049.440430
	Iteration 10Q: 3 clusters Score -2379634 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2380086.250000 Penalty: 5049.440430
	Iteration 11Q: 3 clusters Score -2380086 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2380320.500000 Penalty: 5049.440430
	Iteration 12Q: 3 clusters Score -2380320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2380445.000000 Penalty: 5049.440430
	Iteration 13Q: 3 clusters Score -2380445 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2380544.500000 Penalty: 5049.440430
	Iteration 14Q: 3 clusters Score -2380544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2380611.750000 Penalty: 5049.440430
	Iteration 15Q: 3 clusters Score -2380612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2380649.000000 Penalty: 5049.440430
	Iteration 16Q: 3 clusters Score -2380649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2380664.750000 Penalty: 5049.440430
	Iteration 17Q: 3 clusters Score -2380665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2380677.500000 Penalty: 5049.440430
	Iteration 18Q: 3 clusters Score -2380678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2380684.000000 Penalty: 5049.440430
	Iteration 19Q: 3 clusters Score -2380684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2380694.250000 Penalty: 5049.440430
	Iteration 20F: 3 clusters Score -2380694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2380706.250000 Penalty: 5049.440430
	Iteration 21Q: 3 clusters Score -2380706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2380710.250000 Penalty: 5049.440430
	Iteration 22Q: 3 clusters Score -2380710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2380716.750000 Penalty: 5049.440430
	Iteration 23Q: 3 clusters Score -2380717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2380724.250000 Penalty: 5049.440430
	Iteration 24Q: 3 clusters Score -2380724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2380724.500000 Penalty: 5049.440430
	Iteration 25Q: 3 clusters Score -2380724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2380731.250000 Penalty: 5049.440430
	Iteration 26Q: 3 clusters Score -2380731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2380735.250000 Penalty: 5049.440430
	Iteration 27Q: 3 clusters Score -2380735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2380736.750000 Penalty: 5049.440430
	Iteration 28Q: 3 clusters Score -2380737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2380736.500000 Penalty: 5049.440430
	Iteration 29Q: 3 clusters Score -2380736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2380736.500000 Penalty: 5049.440430
	Iteration 30Q: 3 clusters Score -2380736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2380739.500000 Penalty: 5049.440430
	Iteration 31Q: 3 clusters Score -2380740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2380741.000000 Penalty: 5049.440430
	Iteration 32Q: 3 clusters Score -2380741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2380744.750000 Penalty: 5049.440430
	Iteration 33Q: 3 clusters Score -2380745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2380745.000000 Penalty: 5049.440430
	Iteration 34Q: 3 clusters Score -2380745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2380747.500000 Penalty: 5049.440430
	Iteration 35Q: 3 clusters Score -2380748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2380747.500000 Penalty: 5049.440430
	Iteration 36Q: 3 clusters Score -2380748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2380747.500000 Penalty: 5049.440430
	Iteration 37F: 3 clusters Score -2380748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -349031.156250 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -349031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -344994.406250 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -344994.4 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345900.468750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -345900.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -346116.562500 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -346116.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346287.812500 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -346287.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -346446.625000 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -346446.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -346606.187500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -346606.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -346756.875000 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -346756.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -346916.218750 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -346916.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -347066.375000 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -347066.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -347245.968750 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -347246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -347463.437500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -347463.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -347608.593750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -347608.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -347706.281250 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -347706.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -347766.468750 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -347766.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -347802.218750 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -347802.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -347827.250000 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -347827.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -347852.437500 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -347852.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -347872.843750 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -347872.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347892.406250 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -347892.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347908.812500 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -347908.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -347922.843750 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -347922.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -347939.468750 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -347939.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -347956.750000 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -347956.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -347973.218750 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -347973.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -348000.875000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -348000.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -348038.625000 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -348038.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -348068.437500 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -348068.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -348104.343750 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -348104.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -348161.781250 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -348161.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -348238.343750 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -348238.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -348311.250000 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -348311.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -348382.656250 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -348382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -348412.781250 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -348412.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -348433.125000 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -348433.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -348463.406250 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -348463.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -348492.218750 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -348492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -348522.062500 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -348522.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -348554.500000 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -348554.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -348580.687500 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -348580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -348593.062500 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -348593.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -348600.406250 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -348600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -348605.687500 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -348605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -348607.187500 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -348607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -348608.187500 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -348608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -348608.187500 Penalty: 4137.575684
	Iteration 44F: 3 clusters Score -348608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Entering Unmasked Estep 
Score: -2099122.250000 Penalty: 2506.748291
	Iteration 0F: 2 clusters Score -2099122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2082074.625000 Penalty: 5013.496582
	Iteration 0F: 3 clusters Score -2082075 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2088180.500000 Penalty: 5013.496582
	Iteration 1F: 3 clusters Score -2088180 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2088827.000000 Penalty: 5013.496582
	Iteration 2F: 3 clusters Score -2088827 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2089539.625000 Penalty: 5013.496582
	Iteration 3F: 3 clusters Score -2089540 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2090243.875000 Penalty: 5013.496582
	Iteration 4F: 3 clusters Score -2090244 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2090967.625000 Penalty: 5013.496582
	Iteration 5F: 3 clusters Score -2090968 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2091755.000000 Penalty: 5013.496582
	Iteration 6F: 3 clusters Score -2091755 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2092467.500000 Penalty: 5013.496582
	Iteration 7F: 3 clusters Score -2092468 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2093144.375000 Penalty: 5013.496582
	Iteration 8Q: 3 clusters Score -2093144 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2093754.500000 Penalty: 5013.496582
	Iteration 9Q: 3 clusters Score -2093754 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2094313.500000 Penalty: 5013.496582
	Iteration 10Q: 3 clusters Score -2094314 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2094761.500000 Penalty: 5013.496582
	Iteration 11Q: 3 clusters Score -2094762 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2095155.250000 Penalty: 5013.496582
	Iteration 12Q: 3 clusters Score -2095155 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2095469.500000 Penalty: 5013.496582
	Iteration 13Q: 3 clusters Score -2095470 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2095781.875000 Penalty: 5013.496582
	Iteration 14Q: 3 clusters Score -2095782 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2096058.625000 Penalty: 5013.496582
	Iteration 15Q: 3 clusters Score -2096059 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2096287.500000 Penalty: 5013.496582
	Iteration 16Q: 3 clusters Score -2096288 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2096496.875000 Penalty: 5013.496582
	Iteration 17Q: 3 clusters Score -2096497 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2096619.000000 Penalty: 5013.496582
	Iteration 18Q: 3 clusters Score -2096619 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2096742.250000 Penalty: 5013.496582
	Iteration 19Q: 3 clusters Score -2096742 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2096831.000000 Penalty: 5013.496582
	Iteration 20F: 3 clusters Score -2096831 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2096917.250000 Penalty: 5013.496582
	Iteration 21Q: 3 clusters Score -2096917 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2096991.500000 Penalty: 5013.496582
	Iteration 22Q: 3 clusters Score -2096992 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2097054.500000 Penalty: 5013.496582
	Iteration 23Q: 3 clusters Score -2097054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2097114.500000 Penalty: 5013.496582
	Iteration 24Q: 3 clusters Score -2097114 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2097153.000000 Penalty: 5013.496582
	Iteration 25Q: 3 clusters Score -2097153 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2097178.250000 Penalty: 5013.496582
	Iteration 26Q: 3 clusters Score -2097178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2097205.750000 Penalty: 5013.496582
	Iteration 27Q: 3 clusters Score -2097206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2097234.750000 Penalty: 5013.496582
	Iteration 28Q: 3 clusters Score -2097235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2097262.000000 Penalty: 5013.496582
	Iteration 29Q: 3 clusters Score -2097262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2097282.000000 Penalty: 5013.496582
	Iteration 30Q: 3 clusters Score -2097282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2097299.750000 Penalty: 5013.496582
	Iteration 31Q: 3 clusters Score -2097300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2097309.250000 Penalty: 5013.496582
	Iteration 32Q: 3 clusters Score -2097309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2097321.750000 Penalty: 5013.496582
	Iteration 33Q: 3 clusters Score -2097322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2097340.000000 Penalty: 5013.496582
	Iteration 34Q: 3 clusters Score -2097340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2097359.250000 Penalty: 5013.496582
	Iteration 35Q: 3 clusters Score -2097359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2097365.750000 Penalty: 5013.496582
	Iteration 36Q: 3 clusters Score -2097366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2097379.500000 Penalty: 5013.496582
	Iteration 37Q: 3 clusters Score -2097380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2097394.000000 Penalty: 5013.496582
	Iteration 38Q: 3 clusters Score -2097394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2097406.750000 Penalty: 5013.496582
	Iteration 39Q: 3 clusters Score -2097407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2097409.750000 Penalty: 5013.496582
	Iteration 40F: 3 clusters Score -2097410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2097420.250000 Penalty: 5013.496582
	Iteration 41Q: 3 clusters Score -2097420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2097422.000000 Penalty: 5013.496582
	Iteration 42Q: 3 clusters Score -2097422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2097429.500000 Penalty: 5013.496582
	Iteration 43Q: 3 clusters Score -2097430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2097433.750000 Penalty: 5013.496582
	Iteration 44Q: 3 clusters Score -2097434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2097442.250000 Penalty: 5013.496582
	Iteration 45Q: 3 clusters Score -2097442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2097443.750000 Penalty: 5013.496582
	Iteration 46Q: 3 clusters Score -2097444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2097444.750000 Penalty: 5013.496582
	Iteration 47Q: 3 clusters Score -2097445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2097444.000000 Penalty: 5013.496582
	Iteration 48Q: 3 clusters Score -2097444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2097454.000000 Penalty: 5013.496582
	Iteration 49Q: 3 clusters Score -2097454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2097454.500000 Penalty: 5013.496582
	Iteration 50Q: 3 clusters Score -2097454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2097461.000000 Penalty: 5013.496582
	Iteration 51Q: 3 clusters Score -2097461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2097462.750000 Penalty: 5013.496582
	Iteration 52Q: 3 clusters Score -2097463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2097465.500000 Penalty: 5013.496582
	Iteration 53Q: 3 clusters Score -2097466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2097467.500000 Penalty: 5013.496582
	Iteration 54Q: 3 clusters Score -2097468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2097472.500000 Penalty: 5013.496582
	Iteration 55Q: 3 clusters Score -2097472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2097473.000000 Penalty: 5013.496582
	Iteration 56Q: 3 clusters Score -2097473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2097476.000000 Penalty: 5013.496582
	Iteration 57Q: 3 clusters Score -2097476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2097473.750000 Penalty: 5013.496582
	Iteration 58Q: 3 clusters Score -2097474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2097479.250000 Penalty: 5013.496582
	Iteration 59Q: 3 clusters Score -2097479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2097479.250000 Penalty: 5013.496582
	Iteration 60F: 3 clusters Score -2097479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2097481.500000 Penalty: 5013.496582
	Iteration 61Q: 3 clusters Score -2097482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2097484.500000 Penalty: 5013.496582
	Iteration 62Q: 3 clusters Score -2097484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2097484.250000 Penalty: 5013.496582
	Iteration 63Q: 3 clusters Score -2097484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2097489.000000 Penalty: 5013.496582
	Iteration 64Q: 3 clusters Score -2097489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2097492.250000 Penalty: 5013.496582
	Iteration 65Q: 3 clusters Score -2097492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2097501.250000 Penalty: 5013.496582
	Iteration 66Q: 3 clusters Score -2097501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2097505.000000 Penalty: 5013.496582
	Iteration 67Q: 3 clusters Score -2097505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2097509.000000 Penalty: 5013.496582
	Iteration 68Q: 3 clusters Score -2097509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2097511.250000 Penalty: 5013.496582
	Iteration 69Q: 3 clusters Score -2097511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2097514.750000 Penalty: 5013.496582
	Iteration 70Q: 3 clusters Score -2097515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2097513.000000 Penalty: 5013.496582
	Iteration 71Q: 3 clusters Score -2097513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2097516.750000 Penalty: 5013.496582
	Iteration 72Q: 3 clusters Score -2097517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2097516.500000 Penalty: 5013.496582
	Iteration 73Q: 3 clusters Score -2097516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2097522.250000 Penalty: 5013.496582
	Iteration 74Q: 3 clusters Score -2097522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2097523.250000 Penalty: 5013.496582
	Iteration 75Q: 3 clusters Score -2097523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2097527.000000 Penalty: 5013.496582
	Iteration 76Q: 3 clusters Score -2097527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2097529.750000 Penalty: 5013.496582
	Iteration 77Q: 3 clusters Score -2097530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2097533.250000 Penalty: 5013.496582
	Iteration 78Q: 3 clusters Score -2097533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2097534.000000 Penalty: 5013.496582
	Iteration 79Q: 3 clusters Score -2097534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2097534.250000 Penalty: 5013.496582
	Iteration 80F: 3 clusters Score -2097534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2097537.250000 Penalty: 5013.496582
	Iteration 81Q: 3 clusters Score -2097537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2097546.500000 Penalty: 5013.496582
	Iteration 82Q: 3 clusters Score -2097546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2097542.750000 Penalty: 5013.496582
	Iteration 83Q: 3 clusters Score -2097543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2097547.750000 Penalty: 5013.496582
	Iteration 84Q: 3 clusters Score -2097548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2097548.000000 Penalty: 5013.496582
	Iteration 85Q: 3 clusters Score -2097548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2097551.750000 Penalty: 5013.496582
	Iteration 86Q: 3 clusters Score -2097552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2097555.500000 Penalty: 5013.496582
	Iteration 87Q: 3 clusters Score -2097556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2097555.750000 Penalty: 5013.496582
	Iteration 88Q: 3 clusters Score -2097556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2097557.750000 Penalty: 5013.496582
	Iteration 89Q: 3 clusters Score -2097558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2097555.500000 Penalty: 5013.496582
	Iteration 90Q: 3 clusters Score -2097556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2097556.000000 Penalty: 5013.496582
	Iteration 91Q: 3 clusters Score -2097556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2097555.500000 Penalty: 5013.496582
	Iteration 92Q: 3 clusters Score -2097556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2097559.750000 Penalty: 5013.496582
	Iteration 93Q: 3 clusters Score -2097560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2097564.250000 Penalty: 5013.496582
	Iteration 94Q: 3 clusters Score -2097564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2097562.500000 Penalty: 5013.496582
	Iteration 95Q: 3 clusters Score -2097562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2097566.000000 Penalty: 5013.496582
	Iteration 96Q: 3 clusters Score -2097566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2097565.750000 Penalty: 5013.496582
	Iteration 97Q: 3 clusters Score -2097566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2097566.500000 Penalty: 5013.496582
	Iteration 98Q: 3 clusters Score -2097566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2097565.250000 Penalty: 5013.496582
	Iteration 99Q: 3 clusters Score -2097565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2097565.250000 Penalty: 5013.496582
	Iteration 100F: 3 clusters Score -2097565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Entering Unmasked Estep 
Score: -5719620.500000 Penalty: 2742.936279
	Iteration 0F: 2 clusters Score -5719620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -5676844.500000 Penalty: 5485.872559
	Iteration 0F: 3 clusters Score -5676844 nChanged 29667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5693695.000000 Penalty: 5485.872559
	Iteration 1F: 3 clusters Score -5693695 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -5694869.000000 Penalty: 5485.872559
	Iteration 2Q: 3 clusters Score -5694869 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -5696389.500000 Penalty: 5485.872559
	Iteration 3Q: 3 clusters Score -5696390 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -5698003.000000 Penalty: 5485.872559
	Iteration 4F: 3 clusters Score -5698003 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5699918.000000 Penalty: 5485.872559
	Iteration 5F: 3 clusters Score -5699918 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5702126.500000 Penalty: 5485.872559
	Iteration 6F: 3 clusters Score -5702126 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5704620.000000 Penalty: 5485.872559
	Iteration 7F: 3 clusters Score -5704620 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5707385.500000 Penalty: 5485.872559
	Iteration 8F: 3 clusters Score -5707386 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5710224.000000 Penalty: 5485.872559
	Iteration 9F: 3 clusters Score -5710224 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5712665.000000 Penalty: 5485.872559
	Iteration 10Q: 3 clusters Score -5712665 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5714300.000000 Penalty: 5485.872559
	Iteration 11Q: 3 clusters Score -5714300 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5715280.000000 Penalty: 5485.872559
	Iteration 12Q: 3 clusters Score -5715280 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -5715785.000000 Penalty: 5485.872559
	Iteration 13Q: 3 clusters Score -5715785 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5716185.000000 Penalty: 5485.872559
	Iteration 14Q: 3 clusters Score -5716185 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -5716459.000000 Penalty: 5485.872559
	Iteration 15Q: 3 clusters Score -5716459 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -5716718.000000 Penalty: 5485.872559
	Iteration 16Q: 3 clusters Score -5716718 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5716925.500000 Penalty: 5485.872559
	Iteration 17Q: 3 clusters Score -5716926 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5717118.000000 Penalty: 5485.872559
	Iteration 18Q: 3 clusters Score -5717118 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -5717267.000000 Penalty: 5485.872559
	Iteration 19Q: 3 clusters Score -5717267 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5717417.500000 Penalty: 5485.872559
	Iteration 20F: 3 clusters Score -5717418 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -5717576.000000 Penalty: 5485.872559
	Iteration 21Q: 3 clusters Score -5717576 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5717695.500000 Penalty: 5485.872559
	Iteration 22Q: 3 clusters Score -5717696 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -5717831.000000 Penalty: 5485.872559
	Iteration 23Q: 3 clusters Score -5717831 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5717955.500000 Penalty: 5485.872559
	Iteration 24Q: 3 clusters Score -5717956 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5718016.000000 Penalty: 5485.872559
	Iteration 25Q: 3 clusters Score -5718016 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5718106.500000 Penalty: 5485.872559
	Iteration 26Q: 3 clusters Score -5718106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5718133.500000 Penalty: 5485.872559
	Iteration 27Q: 3 clusters Score -5718134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5718193.000000 Penalty: 5485.872559
	Iteration 28Q: 3 clusters Score -5718193 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5718246.000000 Penalty: 5485.872559
	Iteration 29Q: 3 clusters Score -5718246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5718303.500000 Penalty: 5485.872559
	Iteration 30Q: 3 clusters Score -5718304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5718312.500000 Penalty: 5485.872559
	Iteration 31Q: 3 clusters Score -5718312 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5718329.500000 Penalty: 5485.872559
	Iteration 32Q: 3 clusters Score -5718330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5718349.500000 Penalty: 5485.872559
	Iteration 33Q: 3 clusters Score -5718350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5718356.000000 Penalty: 5485.872559
	Iteration 34Q: 3 clusters Score -5718356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5718360.500000 Penalty: 5485.872559
	Iteration 35Q: 3 clusters Score -5718360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5718371.000000 Penalty: 5485.872559
	Iteration 36Q: 3 clusters Score -5718371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5718379.500000 Penalty: 5485.872559
	Iteration 37Q: 3 clusters Score -5718380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5718391.500000 Penalty: 5485.872559
	Iteration 38Q: 3 clusters Score -5718392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5718404.000000 Penalty: 5485.872559
	Iteration 39Q: 3 clusters Score -5718404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5718404.500000 Penalty: 5485.872559
	Iteration 40F: 3 clusters Score -5718404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5718409.000000 Penalty: 5485.872559
	Iteration 41Q: 3 clusters Score -5718409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5718414.500000 Penalty: 5485.872559
	Iteration 42Q: 3 clusters Score -5718414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5718434.000000 Penalty: 5485.872559
	Iteration 43Q: 3 clusters Score -5718434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5718418.500000 Penalty: 5485.872559
	Iteration 44Q: 3 clusters Score -5718418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5718415.500000 Penalty: 5485.872559
	Iteration 45Q: 3 clusters Score -5718416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5718410.000000 Penalty: 5485.872559
	Iteration 46Q: 3 clusters Score -5718410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5718420.500000 Penalty: 5485.872559
	Iteration 47Q: 3 clusters Score -5718420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5718420.500000 Penalty: 5485.872559
	Iteration 48Q: 3 clusters Score -5718420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5718436.000000 Penalty: 5485.872559
	Iteration 49Q: 3 clusters Score -5718436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5718437.500000 Penalty: 5485.872559
	Iteration 50Q: 3 clusters Score -5718438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5718434.000000 Penalty: 5485.872559
	Iteration 51Q: 3 clusters Score -5718434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5718443.000000 Penalty: 5485.872559
	Iteration 52Q: 3 clusters Score -5718443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5718439.000000 Penalty: 5485.872559
	Iteration 53Q: 3 clusters Score -5718439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5718440.500000 Penalty: 5485.872559
	Iteration 54Q: 3 clusters Score -5718440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5718440.500000 Penalty: 5485.872559
	Iteration 55F: 3 clusters Score -5718440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -652734.562500 Penalty: 2220.823242
	Iteration 0F: 2 clusters Score -652734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -646517.875000 Penalty: 4441.646484
	Iteration 0F: 3 clusters Score -646517.9 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -648360.500000 Penalty: 4441.646484
	Iteration 1F: 3 clusters Score -648360.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -648767.312500 Penalty: 4441.646484
	Iteration 2F: 3 clusters Score -648767.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -649191.250000 Penalty: 4441.646484
	Iteration 3F: 3 clusters Score -649191.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -649663.687500 Penalty: 4441.646484
	Iteration 4F: 3 clusters Score -649663.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -650176.125000 Penalty: 4441.646484
	Iteration 5F: 3 clusters Score -650176.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -650620.687500 Penalty: 4441.646484
	Iteration 6F: 3 clusters Score -650620.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -650952.937500 Penalty: 4441.646484
	Iteration 7F: 3 clusters Score -650952.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -651174.000000 Penalty: 4441.646484
	Iteration 8Q: 3 clusters Score -651174 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -651329.312500 Penalty: 4441.646484
	Iteration 9Q: 3 clusters Score -651329.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -651447.500000 Penalty: 4441.646484
	Iteration 10Q: 3 clusters Score -651447.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -651550.562500 Penalty: 4441.646484
	Iteration 11Q: 3 clusters Score -651550.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -651650.875000 Penalty: 4441.646484
	Iteration 12Q: 3 clusters Score -651650.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -651721.812500 Penalty: 4441.646484
	Iteration 13Q: 3 clusters Score -651721.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -651773.375000 Penalty: 4441.646484
	Iteration 14Q: 3 clusters Score -651773.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -651800.875000 Penalty: 4441.646484
	Iteration 15Q: 3 clusters Score -651800.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -651816.562500 Penalty: 4441.646484
	Iteration 16Q: 3 clusters Score -651816.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -651828.625000 Penalty: 4441.646484
	Iteration 17Q: 3 clusters Score -651828.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -651836.937500 Penalty: 4441.646484
	Iteration 18Q: 3 clusters Score -651836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -651843.000000 Penalty: 4441.646484
	Iteration 19Q: 3 clusters Score -651843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -651847.250000 Penalty: 4441.646484
	Iteration 20F: 3 clusters Score -651847.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -651854.500000 Penalty: 4441.646484
	Iteration 21Q: 3 clusters Score -651854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -651863.937500 Penalty: 4441.646484
	Iteration 22Q: 3 clusters Score -651863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -651867.437500 Penalty: 4441.646484
	Iteration 23Q: 3 clusters Score -651867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -651873.687500 Penalty: 4441.646484
	Iteration 24Q: 3 clusters Score -651873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -651876.500000 Penalty: 4441.646484
	Iteration 25Q: 3 clusters Score -651876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -651878.500000 Penalty: 4441.646484
	Iteration 26Q: 3 clusters Score -651878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -651879.500000 Penalty: 4441.646484
	Iteration 27Q: 3 clusters Score -651879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -651878.687500 Penalty: 4441.646484
	Iteration 28Q: 3 clusters Score -651878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -651878.687500 Penalty: 4441.646484
	Iteration 29F: 3 clusters Score -651878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Entering Unmasked Estep 
Score: -1997751.000000 Penalty: 2497.899414
	Iteration 0F: 2 clusters Score -1997751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1981352.000000 Penalty: 4995.798828
	Iteration 0F: 3 clusters Score -1981352 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1987142.125000 Penalty: 4995.798828
	Iteration 1F: 3 clusters Score -1987142 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1987835.000000 Penalty: 4995.798828
	Iteration 2F: 3 clusters Score -1987835 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1988574.125000 Penalty: 4995.798828
	Iteration 3F: 3 clusters Score -1988574 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1989402.875000 Penalty: 4995.798828
	Iteration 4F: 3 clusters Score -1989403 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1990418.500000 Penalty: 4995.798828
	Iteration 5F: 3 clusters Score -1990418 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1991413.250000 Penalty: 4995.798828
	Iteration 6F: 3 clusters Score -1991413 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1992257.125000 Penalty: 4995.798828
	Iteration 7F: 3 clusters Score -1992257 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1993011.000000 Penalty: 4995.798828
	Iteration 8Q: 3 clusters Score -1993011 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1993521.875000 Penalty: 4995.798828
	Iteration 9Q: 3 clusters Score -1993522 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1993878.625000 Penalty: 4995.798828
	Iteration 10Q: 3 clusters Score -1993879 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1994088.500000 Penalty: 4995.798828
	Iteration 11Q: 3 clusters Score -1994088 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1994233.250000 Penalty: 4995.798828
	Iteration 12Q: 3 clusters Score -1994233 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1994348.625000 Penalty: 4995.798828
	Iteration 13Q: 3 clusters Score -1994349 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1994445.875000 Penalty: 4995.798828
	Iteration 14Q: 3 clusters Score -1994446 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1994523.375000 Penalty: 4995.798828
	Iteration 15Q: 3 clusters Score -1994523 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1994571.125000 Penalty: 4995.798828
	Iteration 16Q: 3 clusters Score -1994571 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1994608.250000 Penalty: 4995.798828
	Iteration 17Q: 3 clusters Score -1994608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1994648.125000 Penalty: 4995.798828
	Iteration 18Q: 3 clusters Score -1994648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1994668.250000 Penalty: 4995.798828
	Iteration 19Q: 3 clusters Score -1994668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1994698.750000 Penalty: 4995.798828
	Iteration 20F: 3 clusters Score -1994699 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1994741.500000 Penalty: 4995.798828
	Iteration 21Q: 3 clusters Score -1994742 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1994792.500000 Penalty: 4995.798828
	Iteration 22Q: 3 clusters Score -1994792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1994862.500000 Penalty: 4995.798828
	Iteration 23Q: 3 clusters Score -1994862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1994954.625000 Penalty: 4995.798828
	Iteration 24Q: 3 clusters Score -1994955 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1995058.625000 Penalty: 4995.798828
	Iteration 25Q: 3 clusters Score -1995059 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1995169.250000 Penalty: 4995.798828
	Iteration 26Q: 3 clusters Score -1995169 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1995311.875000 Penalty: 4995.798828
	Iteration 27Q: 3 clusters Score -1995312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1995486.250000 Penalty: 4995.798828
	Iteration 28Q: 3 clusters Score -1995486 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1995662.125000 Penalty: 4995.798828
	Iteration 29Q: 3 clusters Score -1995662 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1995842.750000 Penalty: 4995.798828
	Iteration 30Q: 3 clusters Score -1995843 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1996005.375000 Penalty: 4995.798828
	Iteration 31Q: 3 clusters Score -1996005 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1996197.500000 Penalty: 4995.798828
	Iteration 32Q: 3 clusters Score -1996198 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1996386.125000 Penalty: 4995.798828
	Iteration 33Q: 3 clusters Score -1996386 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1996557.375000 Penalty: 4995.798828
	Iteration 34Q: 3 clusters Score -1996557 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1996685.000000 Penalty: 4995.798828
	Iteration 35Q: 3 clusters Score -1996685 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1996770.750000 Penalty: 4995.798828
	Iteration 36Q: 3 clusters Score -1996771 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1996811.375000 Penalty: 4995.798828
	Iteration 37Q: 3 clusters Score -1996811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1996836.000000 Penalty: 4995.798828
	Iteration 38Q: 3 clusters Score -1996836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1996861.625000 Penalty: 4995.798828
	Iteration 39Q: 3 clusters Score -1996862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1996870.000000 Penalty: 4995.798828
	Iteration 40F: 3 clusters Score -1996870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1996876.375000 Penalty: 4995.798828
	Iteration 41Q: 3 clusters Score -1996876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1996874.625000 Penalty: 4995.798828
	Iteration 42Q: 3 clusters Score -1996875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1996878.125000 Penalty: 4995.798828
	Iteration 43Q: 3 clusters Score -1996878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1996883.375000 Penalty: 4995.798828
	Iteration 44Q: 3 clusters Score -1996883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1996886.500000 Penalty: 4995.798828
	Iteration 45Q: 3 clusters Score -1996886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1996886.750000 Penalty: 4995.798828
	Iteration 46Q: 3 clusters Score -1996887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1996889.750000 Penalty: 4995.798828
	Iteration 47Q: 3 clusters Score -1996890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1996890.375000 Penalty: 4995.798828
	Iteration 48Q: 3 clusters Score -1996890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1996892.500000 Penalty: 4995.798828
	Iteration 49Q: 3 clusters Score -1996892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1996890.875000 Penalty: 4995.798828
	Iteration 50Q: 3 clusters Score -1996891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1996894.125000 Penalty: 4995.798828
	Iteration 51Q: 3 clusters Score -1996894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1996893.000000 Penalty: 4995.798828
	Iteration 52Q: 3 clusters Score -1996893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1996892.625000 Penalty: 4995.798828
	Iteration 53Q: 3 clusters Score -1996893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1996891.000000 Penalty: 4995.798828
	Iteration 54Q: 3 clusters Score -1996891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1996892.750000 Penalty: 4995.798828
	Iteration 55Q: 3 clusters Score -1996893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1996890.375000 Penalty: 4995.798828
	Iteration 56Q: 3 clusters Score -1996890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1996888.000000 Penalty: 4995.798828
	Iteration 57Q: 3 clusters Score -1996888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1996890.000000 Penalty: 4995.798828
	Iteration 58Q: 3 clusters Score -1996890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1996887.750000 Penalty: 4995.798828
	Iteration 59Q: 3 clusters Score -1996888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1996892.750000 Penalty: 4995.798828
	Iteration 60F: 3 clusters Score -1996893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1996893.750000 Penalty: 4995.798828
	Iteration 61Q: 3 clusters Score -1996894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1996897.750000 Penalty: 4995.798828
	Iteration 62Q: 3 clusters Score -1996898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1996896.750000 Penalty: 4995.798828
	Iteration 63Q: 3 clusters Score -1996897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1996895.750000 Penalty: 4995.798828
	Iteration 64Q: 3 clusters Score -1996896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1996896.875000 Penalty: 4995.798828
	Iteration 65Q: 3 clusters Score -1996897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1996896.750000 Penalty: 4995.798828
	Iteration 66Q: 3 clusters Score -1996897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1996897.375000 Penalty: 4995.798828
	Iteration 67Q: 3 clusters Score -1996897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1996898.875000 Penalty: 4995.798828
	Iteration 68Q: 3 clusters Score -1996899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1996898.750000 Penalty: 4995.798828
	Iteration 69Q: 3 clusters Score -1996899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1996901.125000 Penalty: 4995.798828
	Iteration 70Q: 3 clusters Score -1996901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1996899.875000 Penalty: 4995.798828
	Iteration 71Q: 3 clusters Score -1996900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1996899.875000 Penalty: 4995.798828
	Iteration 72F: 3 clusters Score -1996900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (57819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Entering Unmasked Estep 
Score: -5216199.000000 Penalty: 2719.337891
	Iteration 0F: 2 clusters Score -5216199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -5177460.500000 Penalty: 5438.675781
	Iteration 0F: 3 clusters Score -5177460 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5192315.000000 Penalty: 5438.675781
	Iteration 1F: 3 clusters Score -5192315 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5192933.500000 Penalty: 5438.675781
	Iteration 2Q: 3 clusters Score -5192934 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -5193551.500000 Penalty: 5438.675781
	Iteration 3Q: 3 clusters Score -5193552 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5194148.500000 Penalty: 5438.675781
	Iteration 4Q: 3 clusters Score -5194148 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -5194827.000000 Penalty: 5438.675781
	Iteration 5Q: 3 clusters Score -5194827 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5195557.500000 Penalty: 5438.675781
	Iteration 6Q: 3 clusters Score -5195558 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5196532.000000 Penalty: 5438.675781
	Iteration 7Q: 3 clusters Score -5196532 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -5197820.000000 Penalty: 5438.675781
	Iteration 8Q: 3 clusters Score -5197820 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5199493.500000 Penalty: 5438.675781
	Iteration 9F: 3 clusters Score -5199494 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5201674.500000 Penalty: 5438.675781
	Iteration 10F: 3 clusters Score -5201674 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -5204152.000000 Penalty: 5438.675781
	Iteration 11F: 3 clusters Score -5204152 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5206305.500000 Penalty: 5438.675781
	Iteration 12Q: 3 clusters Score -5206306 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5207928.500000 Penalty: 5438.675781
	Iteration 13Q: 3 clusters Score -5207928 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5208927.000000 Penalty: 5438.675781
	Iteration 14Q: 3 clusters Score -5208927 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5209629.500000 Penalty: 5438.675781
	Iteration 15Q: 3 clusters Score -5209630 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5210348.000000 Penalty: 5438.675781
	Iteration 16Q: 3 clusters Score -5210348 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5211136.500000 Penalty: 5438.675781
	Iteration 17Q: 3 clusters Score -5211136 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -5212016.000000 Penalty: 5438.675781
	Iteration 18Q: 3 clusters Score -5212016 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -5212947.500000 Penalty: 5438.675781
	Iteration 19Q: 3 clusters Score -5212948 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5213621.500000 Penalty: 5438.675781
	Iteration 20F: 3 clusters Score -5213622 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -5214086.500000 Penalty: 5438.675781
	Iteration 21Q: 3 clusters Score -5214086 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -5214420.000000 Penalty: 5438.675781
	Iteration 22Q: 3 clusters Score -5214420 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5214602.000000 Penalty: 5438.675781
	Iteration 23Q: 3 clusters Score -5214602 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -5214684.500000 Penalty: 5438.675781
	Iteration 24Q: 3 clusters Score -5214684 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5214743.500000 Penalty: 5438.675781
	Iteration 25Q: 3 clusters Score -5214744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -5214764.000000 Penalty: 5438.675781
	Iteration 26Q: 3 clusters Score -5214764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -5214809.500000 Penalty: 5438.675781
	Iteration 27Q: 3 clusters Score -5214810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5214809.000000 Penalty: 5438.675781
	Iteration 28Q: 3 clusters Score -5214809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5214804.000000 Penalty: 5438.675781
	Iteration 29Q: 3 clusters Score -5214804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5214824.000000 Penalty: 5438.675781
	Iteration 30Q: 3 clusters Score -5214824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -5214818.000000 Penalty: 5438.675781
	Iteration 31Q: 3 clusters Score -5214818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -5214823.500000 Penalty: 5438.675781
	Iteration 32Q: 3 clusters Score -5214824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5214820.000000 Penalty: 5438.675781
	Iteration 33Q: 3 clusters Score -5214820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -5214816.000000 Penalty: 5438.675781
	Iteration 34Q: 3 clusters Score -5214816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5214816.500000 Penalty: 5438.675781
	Iteration 35Q: 3 clusters Score -5214816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5214817.500000 Penalty: 5438.675781
	Iteration 36Q: 3 clusters Score -5214818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5214823.500000 Penalty: 5438.675781
	Iteration 37Q: 3 clusters Score -5214824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -5214818.000000 Penalty: 5438.675781
	Iteration 38Q: 3 clusters Score -5214818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -5214812.500000 Penalty: 5438.675781
	Iteration 39Q: 3 clusters Score -5214812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5214815.000000 Penalty: 5438.675781
	Iteration 40F: 3 clusters Score -5214815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5214828.000000 Penalty: 5438.675781
	Iteration 41Q: 3 clusters Score -5214828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5214827.000000 Penalty: 5438.675781
	Iteration 42Q: 3 clusters Score -5214827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5214833.500000 Penalty: 5438.675781
	Iteration 43Q: 3 clusters Score -5214834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -5214825.500000 Penalty: 5438.675781
	Iteration 44Q: 3 clusters Score -5214826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5214825.500000 Penalty: 5438.675781
	Iteration 45Q: 3 clusters Score -5214826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5214831.500000 Penalty: 5438.675781
	Iteration 46Q: 3 clusters Score -5214832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5214825.000000 Penalty: 5438.675781
	Iteration 47Q: 3 clusters Score -5214825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5214829.500000 Penalty: 5438.675781
	Iteration 48Q: 3 clusters Score -5214830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -5214829.500000 Penalty: 5438.675781
	Iteration 49Q: 3 clusters Score -5214830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -5214829.500000 Penalty: 5438.675781
	Iteration 50Q: 3 clusters Score -5214830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -5214827.000000 Penalty: 5438.675781
	Iteration 51Q: 3 clusters Score -5214827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5214824.500000 Penalty: 5438.675781
	Iteration 52Q: 3 clusters Score -5214824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5214824.500000 Penalty: 5438.675781
	Iteration 53F: 3 clusters Score -5214824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Entering Unmasked Estep 
Score: -3265555.750000 Penalty: 2614.100098
	Iteration 0F: 2 clusters Score -3265556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3239856.250000 Penalty: 5228.200195
	Iteration 0F: 3 clusters Score -3239856 nChanged 17353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3249491.000000 Penalty: 5228.200195
	Iteration 1F: 3 clusters Score -3249491 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3250180.250000 Penalty: 5228.200195
	Iteration 2Q: 3 clusters Score -3250180 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3250976.500000 Penalty: 5228.200195
	Iteration 3Q: 3 clusters Score -3250976 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3252080.750000 Penalty: 5228.200195
	Iteration 4F: 3 clusters Score -3252081 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3253472.500000 Penalty: 5228.200195
	Iteration 5F: 3 clusters Score -3253472 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3255320.750000 Penalty: 5228.200195
	Iteration 6F: 3 clusters Score -3255321 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3257577.500000 Penalty: 5228.200195
	Iteration 7F: 3 clusters Score -3257578 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3259609.250000 Penalty: 5228.200195
	Iteration 8F: 3 clusters Score -3259609 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3261093.500000 Penalty: 5228.200195
	Iteration 9F: 3 clusters Score -3261094 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3262012.250000 Penalty: 5228.200195
	Iteration 10Q: 3 clusters Score -3262012 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3262487.000000 Penalty: 5228.200195
	Iteration 11Q: 3 clusters Score -3262487 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3262797.750000 Penalty: 5228.200195
	Iteration 12Q: 3 clusters Score -3262798 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3263009.750000 Penalty: 5228.200195
	Iteration 13Q: 3 clusters Score -3263010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3263161.000000 Penalty: 5228.200195
	Iteration 14Q: 3 clusters Score -3263161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3263289.250000 Penalty: 5228.200195
	Iteration 15Q: 3 clusters Score -3263289 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3263377.500000 Penalty: 5228.200195
	Iteration 16Q: 3 clusters Score -3263378 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3263442.250000 Penalty: 5228.200195
	Iteration 17Q: 3 clusters Score -3263442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3263478.500000 Penalty: 5228.200195
	Iteration 18Q: 3 clusters Score -3263478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3263534.250000 Penalty: 5228.200195
	Iteration 19Q: 3 clusters Score -3263534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3263537.000000 Penalty: 5228.200195
	Iteration 20F: 3 clusters Score -3263537 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3263549.750000 Penalty: 5228.200195
	Iteration 21Q: 3 clusters Score -3263550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3263561.500000 Penalty: 5228.200195
	Iteration 22Q: 3 clusters Score -3263562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3263559.250000 Penalty: 5228.200195
	Iteration 23Q: 3 clusters Score -3263559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3263574.500000 Penalty: 5228.200195
	Iteration 24Q: 3 clusters Score -3263574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3263576.500000 Penalty: 5228.200195
	Iteration 25Q: 3 clusters Score -3263576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3263578.000000 Penalty: 5228.200195
	Iteration 26Q: 3 clusters Score -3263578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3263585.000000 Penalty: 5228.200195
	Iteration 27Q: 3 clusters Score -3263585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3263591.000000 Penalty: 5228.200195
	Iteration 28Q: 3 clusters Score -3263591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3263582.000000 Penalty: 5228.200195
	Iteration 29Q: 3 clusters Score -3263582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3263574.000000 Penalty: 5228.200195
	Iteration 30Q: 3 clusters Score -3263574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3263584.750000 Penalty: 5228.200195
	Iteration 31Q: 3 clusters Score -3263585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3263588.000000 Penalty: 5228.200195
	Iteration 32Q: 3 clusters Score -3263588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3263587.500000 Penalty: 5228.200195
	Iteration 33Q: 3 clusters Score -3263588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3263589.500000 Penalty: 5228.200195
	Iteration 34Q: 3 clusters Score -3263590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3263587.500000 Penalty: 5228.200195
	Iteration 35Q: 3 clusters Score -3263588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3263584.250000 Penalty: 5228.200195
	Iteration 36Q: 3 clusters Score -3263584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3263585.750000 Penalty: 5228.200195
	Iteration 37Q: 3 clusters Score -3263586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3263587.500000 Penalty: 5228.200195
	Iteration 38Q: 3 clusters Score -3263588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3263594.250000 Penalty: 5228.200195
	Iteration 39Q: 3 clusters Score -3263594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3263589.250000 Penalty: 5228.200195
	Iteration 40F: 3 clusters Score -3263589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3263597.250000 Penalty: 5228.200195
	Iteration 41Q: 3 clusters Score -3263597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3263597.000000 Penalty: 5228.200195
	Iteration 42Q: 3 clusters Score -3263597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3263597.250000 Penalty: 5228.200195
	Iteration 43Q: 3 clusters Score -3263597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3263593.500000 Penalty: 5228.200195
	Iteration 44Q: 3 clusters Score -3263594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3263597.250000 Penalty: 5228.200195
	Iteration 45Q: 3 clusters Score -3263597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3263599.500000 Penalty: 5228.200195
	Iteration 46Q: 3 clusters Score -3263600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3263603.500000 Penalty: 5228.200195
	Iteration 47Q: 3 clusters Score -3263604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3263594.500000 Penalty: 5228.200195
	Iteration 48Q: 3 clusters Score -3263594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3263597.000000 Penalty: 5228.200195
	Iteration 49Q: 3 clusters Score -3263597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3263598.750000 Penalty: 5228.200195
	Iteration 50Q: 3 clusters Score -3263599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3263600.000000 Penalty: 5228.200195
	Iteration 51Q: 3 clusters Score -3263600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3263600.750000 Penalty: 5228.200195
	Iteration 52Q: 3 clusters Score -3263601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3263604.750000 Penalty: 5228.200195
	Iteration 53Q: 3 clusters Score -3263605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3263602.000000 Penalty: 5228.200195
	Iteration 54Q: 3 clusters Score -3263602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3263602.000000 Penalty: 5228.200195
	Iteration 55F: 3 clusters Score -3263602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -203527.921875 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -203527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -200615.468750 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -200615.5 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -201219.109375 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -201219.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -201399.765625 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -201399.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -201524.750000 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -201524.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -201624.328125 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -201624.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -201702.750000 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -201702.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201766.500000 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -201766.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201832.765625 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -201832.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -201882.671875 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -201882.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201938.468750 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -201938.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -202008.250000 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -202008.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -202094.968750 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -202095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -202154.421875 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -202154.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -202203.734375 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -202203.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -202242.734375 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -202242.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -202268.687500 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -202268.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -202290.765625 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -202290.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -202304.890625 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -202304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -202314.750000 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -202314.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -202326.859375 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -202326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -202334.437500 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -202334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -202342.906250 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -202342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -202349.906250 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -202349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -202370.640625 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -202370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -202377.046875 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -202377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -202379.812500 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -202379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -202382.296875 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -202382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -202384.796875 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -202384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -202387.484375 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -202387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -202392.437500 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -202392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -202396.453125 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -202396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -202399.484375 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -202399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -202400.953125 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -202401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -202402.046875 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -202402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -202402.046875 Penalty: 3891.908691
	Iteration 34F: 3 clusters Score -202402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -1905261.625000 Penalty: 2496.860107
	Iteration 0F: 2 clusters Score -1905262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1888709.875000 Penalty: 4993.720215
	Iteration 0F: 3 clusters Score -1888710 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1894544.500000 Penalty: 4993.720215
	Iteration 1F: 3 clusters Score -1894544 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1895076.125000 Penalty: 4993.720215
	Iteration 2F: 3 clusters Score -1895076 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1895668.250000 Penalty: 4993.720215
	Iteration 3F: 3 clusters Score -1895668 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1896284.500000 Penalty: 4993.720215
	Iteration 4F: 3 clusters Score -1896284 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1896939.500000 Penalty: 4993.720215
	Iteration 5F: 3 clusters Score -1896940 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1897698.000000 Penalty: 4993.720215
	Iteration 6F: 3 clusters Score -1897698 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1898491.125000 Penalty: 4993.720215
	Iteration 7F: 3 clusters Score -1898491 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1899331.125000 Penalty: 4993.720215
	Iteration 8F: 3 clusters Score -1899331 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1900064.875000 Penalty: 4993.720215
	Iteration 9Q: 3 clusters Score -1900065 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1900730.500000 Penalty: 4993.720215
	Iteration 10Q: 3 clusters Score -1900730 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1901294.250000 Penalty: 4993.720215
	Iteration 11Q: 3 clusters Score -1901294 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1901779.750000 Penalty: 4993.720215
	Iteration 12Q: 3 clusters Score -1901780 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1902140.375000 Penalty: 4993.720215
	Iteration 13Q: 3 clusters Score -1902140 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1902389.000000 Penalty: 4993.720215
	Iteration 14Q: 3 clusters Score -1902389 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1902579.500000 Penalty: 4993.720215
	Iteration 15Q: 3 clusters Score -1902580 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1902696.875000 Penalty: 4993.720215
	Iteration 16Q: 3 clusters Score -1902697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1902784.375000 Penalty: 4993.720215
	Iteration 17Q: 3 clusters Score -1902784 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1902858.375000 Penalty: 4993.720215
	Iteration 18Q: 3 clusters Score -1902858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1902927.875000 Penalty: 4993.720215
	Iteration 19Q: 3 clusters Score -1902928 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1902991.625000 Penalty: 4993.720215
	Iteration 20F: 3 clusters Score -1902992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1903050.125000 Penalty: 4993.720215
	Iteration 21Q: 3 clusters Score -1903050 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1903101.000000 Penalty: 4993.720215
	Iteration 22Q: 3 clusters Score -1903101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1903141.875000 Penalty: 4993.720215
	Iteration 23Q: 3 clusters Score -1903142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1903173.750000 Penalty: 4993.720215
	Iteration 24Q: 3 clusters Score -1903174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1903192.125000 Penalty: 4993.720215
	Iteration 25Q: 3 clusters Score -1903192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1903211.500000 Penalty: 4993.720215
	Iteration 26Q: 3 clusters Score -1903212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1903224.125000 Penalty: 4993.720215
	Iteration 27Q: 3 clusters Score -1903224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1903228.125000 Penalty: 4993.720215
	Iteration 28Q: 3 clusters Score -1903228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1903233.000000 Penalty: 4993.720215
	Iteration 29Q: 3 clusters Score -1903233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1903240.750000 Penalty: 4993.720215
	Iteration 30Q: 3 clusters Score -1903241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1903246.125000 Penalty: 4993.720215
	Iteration 31Q: 3 clusters Score -1903246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1903249.500000 Penalty: 4993.720215
	Iteration 32Q: 3 clusters Score -1903250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1903246.000000 Penalty: 4993.720215
	Iteration 33Q: 3 clusters Score -1903246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1903254.750000 Penalty: 4993.720215
	Iteration 34Q: 3 clusters Score -1903255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1903257.750000 Penalty: 4993.720215
	Iteration 35Q: 3 clusters Score -1903258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1903260.625000 Penalty: 4993.720215
	Iteration 36Q: 3 clusters Score -1903261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1903267.125000 Penalty: 4993.720215
	Iteration 37Q: 3 clusters Score -1903267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1903269.250000 Penalty: 4993.720215
	Iteration 38Q: 3 clusters Score -1903269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1903272.000000 Penalty: 4993.720215
	Iteration 39Q: 3 clusters Score -1903272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1903275.125000 Penalty: 4993.720215
	Iteration 40F: 3 clusters Score -1903275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1903274.625000 Penalty: 4993.720215
	Iteration 41Q: 3 clusters Score -1903275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1903276.375000 Penalty: 4993.720215
	Iteration 42Q: 3 clusters Score -1903276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1903277.000000 Penalty: 4993.720215
	Iteration 43Q: 3 clusters Score -1903277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1903277.750000 Penalty: 4993.720215
	Iteration 44Q: 3 clusters Score -1903278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1903278.375000 Penalty: 4993.720215
	Iteration 45Q: 3 clusters Score -1903278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1903281.125000 Penalty: 4993.720215
	Iteration 46Q: 3 clusters Score -1903281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1903282.500000 Penalty: 4993.720215
	Iteration 47Q: 3 clusters Score -1903282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1903278.250000 Penalty: 4993.720215
	Iteration 48Q: 3 clusters Score -1903278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1903278.000000 Penalty: 4993.720215
	Iteration 49Q: 3 clusters Score -1903278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1903281.875000 Penalty: 4993.720215
	Iteration 50Q: 3 clusters Score -1903282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1903281.125000 Penalty: 4993.720215
	Iteration 51Q: 3 clusters Score -1903281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1903279.750000 Penalty: 4993.720215
	Iteration 52Q: 3 clusters Score -1903280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1903279.750000 Penalty: 4993.720215
	Iteration 53F: 3 clusters Score -1903280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Entering Unmasked Estep 
Score: -1192324.000000 Penalty: 2353.204834
	Iteration 0F: 2 clusters Score -1192324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1182608.375000 Penalty: 4706.409668
	Iteration 0F: 3 clusters Score -1182608 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1185498.250000 Penalty: 4706.409668
	Iteration 1F: 3 clusters Score -1185498 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1185806.875000 Penalty: 4706.409668
	Iteration 2F: 3 clusters Score -1185807 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1186024.375000 Penalty: 4706.409668
	Iteration 3Q: 3 clusters Score -1186024 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1186197.750000 Penalty: 4706.409668
	Iteration 4Q: 3 clusters Score -1186198 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1186341.750000 Penalty: 4706.409668
	Iteration 5Q: 3 clusters Score -1186342 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1186467.250000 Penalty: 4706.409668
	Iteration 6Q: 3 clusters Score -1186467 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1186587.000000 Penalty: 4706.409668
	Iteration 7Q: 3 clusters Score -1186587 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1186702.500000 Penalty: 4706.409668
	Iteration 8Q: 3 clusters Score -1186702 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1186841.250000 Penalty: 4706.409668
	Iteration 9Q: 3 clusters Score -1186841 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1187002.500000 Penalty: 4706.409668
	Iteration 10Q: 3 clusters Score -1187002 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1187211.375000 Penalty: 4706.409668
	Iteration 11Q: 3 clusters Score -1187211 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1187472.625000 Penalty: 4706.409668
	Iteration 12Q: 3 clusters Score -1187473 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1187809.500000 Penalty: 4706.409668
	Iteration 13Q: 3 clusters Score -1187810 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1188200.250000 Penalty: 4706.409668
	Iteration 14Q: 3 clusters Score -1188200 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1188673.750000 Penalty: 4706.409668
	Iteration 15Q: 3 clusters Score -1188674 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1189128.750000 Penalty: 4706.409668
	Iteration 16Q: 3 clusters Score -1189129 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1189464.750000 Penalty: 4706.409668
	Iteration 17Q: 3 clusters Score -1189465 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1189652.375000 Penalty: 4706.409668
	Iteration 18Q: 3 clusters Score -1189652 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1189764.500000 Penalty: 4706.409668
	Iteration 19Q: 3 clusters Score -1189764 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1189824.875000 Penalty: 4706.409668
	Iteration 20F: 3 clusters Score -1189825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1189854.875000 Penalty: 4706.409668
	Iteration 21Q: 3 clusters Score -1189855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1189872.375000 Penalty: 4706.409668
	Iteration 22Q: 3 clusters Score -1189872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1189889.125000 Penalty: 4706.409668
	Iteration 23Q: 3 clusters Score -1189889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1189896.625000 Penalty: 4706.409668
	Iteration 24Q: 3 clusters Score -1189897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1189908.875000 Penalty: 4706.409668
	Iteration 25Q: 3 clusters Score -1189909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1189921.500000 Penalty: 4706.409668
	Iteration 26Q: 3 clusters Score -1189922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1189925.625000 Penalty: 4706.409668
	Iteration 27Q: 3 clusters Score -1189926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1189929.250000 Penalty: 4706.409668
	Iteration 28Q: 3 clusters Score -1189929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1189936.125000 Penalty: 4706.409668
	Iteration 29Q: 3 clusters Score -1189936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1189937.125000 Penalty: 4706.409668
	Iteration 30Q: 3 clusters Score -1189937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1189939.250000 Penalty: 4706.409668
	Iteration 31Q: 3 clusters Score -1189939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1189944.875000 Penalty: 4706.409668
	Iteration 32Q: 3 clusters Score -1189945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1189951.625000 Penalty: 4706.409668
	Iteration 33Q: 3 clusters Score -1189952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1189956.250000 Penalty: 4706.409668
	Iteration 34Q: 3 clusters Score -1189956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1189958.250000 Penalty: 4706.409668
	Iteration 35Q: 3 clusters Score -1189958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1189960.125000 Penalty: 4706.409668
	Iteration 36Q: 3 clusters Score -1189960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1189960.875000 Penalty: 4706.409668
	Iteration 37Q: 3 clusters Score -1189961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1189967.500000 Penalty: 4706.409668
	Iteration 38Q: 3 clusters Score -1189968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1189970.500000 Penalty: 4706.409668
	Iteration 39Q: 3 clusters Score -1189970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1189970.750000 Penalty: 4706.409668
	Iteration 40F: 3 clusters Score -1189971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1189968.375000 Penalty: 4706.409668
	Iteration 41Q: 3 clusters Score -1189968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1189971.375000 Penalty: 4706.409668
	Iteration 42Q: 3 clusters Score -1189971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1189975.375000 Penalty: 4706.409668
	Iteration 43Q: 3 clusters Score -1189975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1189977.500000 Penalty: 4706.409668
	Iteration 44Q: 3 clusters Score -1189978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1189978.375000 Penalty: 4706.409668
	Iteration 45Q: 3 clusters Score -1189978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1189985.375000 Penalty: 4706.409668
	Iteration 46Q: 3 clusters Score -1189985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1189984.500000 Penalty: 4706.409668
	Iteration 47Q: 3 clusters Score -1189984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1189988.750000 Penalty: 4706.409668
	Iteration 48Q: 3 clusters Score -1189989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1189988.375000 Penalty: 4706.409668
	Iteration 49Q: 3 clusters Score -1189988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1189988.625000 Penalty: 4706.409668
	Iteration 50Q: 3 clusters Score -1189989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1189990.375000 Penalty: 4706.409668
	Iteration 51Q: 3 clusters Score -1189990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1189992.750000 Penalty: 4706.409668
	Iteration 52Q: 3 clusters Score -1189993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1189992.250000 Penalty: 4706.409668
	Iteration 53Q: 3 clusters Score -1189992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1189994.625000 Penalty: 4706.409668
	Iteration 54Q: 3 clusters Score -1189995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1189995.625000 Penalty: 4706.409668
	Iteration 55Q: 3 clusters Score -1189996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1189997.125000 Penalty: 4706.409668
	Iteration 56Q: 3 clusters Score -1189997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1189997.000000 Penalty: 4706.409668
	Iteration 57Q: 3 clusters Score -1189997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1189998.500000 Penalty: 4706.409668
	Iteration 58Q: 3 clusters Score -1189998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1189996.250000 Penalty: 4706.409668
	Iteration 59Q: 3 clusters Score -1189996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1189996.250000 Penalty: 4706.409668
	Iteration 60F: 3 clusters Score -1189996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 188808 members 
Mstep: Class 6 contains 382592 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155881 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23576 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 239Q: 28 clusters Score -1.464703e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 188810 members 
Mstep: Class 6 contains 382590 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63591 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 240F: 28 clusters Score -1.464703e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143383 members 
Mstep: Class 5 contains 188809 members 
Mstep: Class 6 contains 382591 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 241Q: 28 clusters Score -1.464703e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143383 members 
Mstep: Class 5 contains 188809 members 
Mstep: Class 6 contains 382591 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470272.000000 Penalty: 96083.218750
Iteration 242F: 28 clusters Score -1.464703e+08 nChanged 0
Entering ConstructFrom: 
Score: -146470272.000000 Penalty: 96083.218750
Entering ConstructFrom: 
Trying to split cluster 1 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1300303.500000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1300304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1289723.125000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1289723 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1293117.000000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1293117 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1293405.750000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1293406 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1293606.500000 Penalty: 4750.361816
	Iteration 3Q: 3 clusters Score -1293606 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1293765.875000 Penalty: 4750.361816
	Iteration 4Q: 3 clusters Score -1293766 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1293906.750000 Penalty: 4750.361816
	Iteration 5Q: 3 clusters Score -1293907 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1294021.250000 Penalty: 4750.361816
	Iteration 6Q: 3 clusters Score -1294021 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1294138.125000 Penalty: 4750.361816
	Iteration 7Q: 3 clusters Score -1294138 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1294248.000000 Penalty: 4750.361816
	Iteration 8Q: 3 clusters Score -1294248 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1294382.125000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1294382 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1294536.250000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1294536 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1294717.500000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1294718 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1294930.375000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1294930 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1295176.000000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1295176 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1295414.000000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1295414 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1295635.875000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1295636 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1295877.000000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1295877 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1296132.375000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1296132 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1296351.375000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1296351 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1296519.500000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1296520 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1296649.750000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1296650 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1296750.500000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1296750 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1296819.250000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1296819 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1296868.750000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1296869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1296898.875000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1296899 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1296921.375000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1296921 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1296953.875000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1296954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1296977.500000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1296978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1296988.875000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1296989 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1296999.250000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1296999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1297018.875000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1297019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1297028.250000 Penalty: 4750.361816
	Iteration 31Q: 3 clusters Score -1297028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1297041.750000 Penalty: 4750.361816
	Iteration 32Q: 3 clusters Score -1297042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1297046.375000 Penalty: 4750.361816
	Iteration 33Q: 3 clusters Score -1297046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1297048.875000 Penalty: 4750.361816
	Iteration 34Q: 3 clusters Score -1297049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1297050.000000 Penalty: 4750.361816
	Iteration 35Q: 3 clusters Score -1297050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1297058.875000 Penalty: 4750.361816
	Iteration 36Q: 3 clusters Score -1297059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1297061.750000 Penalty: 4750.361816
	Iteration 37Q: 3 clusters Score -1297062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1297064.500000 Penalty: 4750.361816
	Iteration 38Q: 3 clusters Score -1297064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1297063.750000 Penalty: 4750.361816
	Iteration 39Q: 3 clusters Score -1297064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1297065.500000 Penalty: 4750.361816
	Iteration 40F: 3 clusters Score -1297066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1297072.875000 Penalty: 4750.361816
	Iteration 41Q: 3 clusters Score -1297073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1297070.250000 Penalty: 4750.361816
	Iteration 42Q: 3 clusters Score -1297070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1297071.375000 Penalty: 4750.361816
	Iteration 43Q: 3 clusters Score -1297071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1297071.000000 Penalty: 4750.361816
	Iteration 44Q: 3 clusters Score -1297071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1297073.125000 Penalty: 4750.361816
	Iteration 45Q: 3 clusters Score -1297073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1297076.625000 Penalty: 4750.361816
	Iteration 46Q: 3 clusters Score -1297077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1297075.875000 Penalty: 4750.361816
	Iteration 47Q: 3 clusters Score -1297076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1297078.125000 Penalty: 4750.361816
	Iteration 48Q: 3 clusters Score -1297078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1297080.875000 Penalty: 4750.361816
	Iteration 49Q: 3 clusters Score -1297081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1297083.250000 Penalty: 4750.361816
	Iteration 50Q: 3 clusters Score -1297083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1297080.875000 Penalty: 4750.361816
	Iteration 51Q: 3 clusters Score -1297081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1297085.875000 Penalty: 4750.361816
	Iteration 52Q: 3 clusters Score -1297086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1297086.750000 Penalty: 4750.361816
	Iteration 53Q: 3 clusters Score -1297087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1297090.000000 Penalty: 4750.361816
	Iteration 54Q: 3 clusters Score -1297090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1297090.625000 Penalty: 4750.361816
	Iteration 55Q: 3 clusters Score -1297091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1297090.375000 Penalty: 4750.361816
	Iteration 56Q: 3 clusters Score -1297090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1297092.125000 Penalty: 4750.361816
	Iteration 57Q: 3 clusters Score -1297092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1297092.125000 Penalty: 4750.361816
	Iteration 58F: 3 clusters Score -1297092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (397041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397041 members 
Entering Unmasked Estep 
Score: -35021536.000000 Penalty: 3197.165283
	Iteration 0F: 2 clusters Score -3.502154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198937 members 
Mstep: Class 2 contains 198104 members 
Entering Unmasked Estep 
Score: -34758164.000000 Penalty: 6394.330566
	Iteration 0F: 3 clusters Score -3.475816e+07 nChanged 193156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211139 members 
Mstep: Class 2 contains 185902 members 
Entering Unmasked Estep 
Score: -34874844.000000 Penalty: 6394.330566
	Iteration 1F: 3 clusters Score -3.487484e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219357 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -34878108.000000 Penalty: 6394.330566
	Iteration 2Q: 3 clusters Score -3.487811e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232024 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -34884132.000000 Penalty: 6394.330566
	Iteration 3Q: 3 clusters Score -3.488413e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251386 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -34896396.000000 Penalty: 6394.330566
	Iteration 4F: 3 clusters Score -3.48964e+07 nChanged 28435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278047 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -34916420.000000 Penalty: 6394.330566
	Iteration 5F: 3 clusters Score -3.491642e+07 nChanged 32994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310139 members 
Mstep: Class 2 contains 86902 members 
Entering Unmasked Estep 
Score: -34944256.000000 Penalty: 6394.330566
	Iteration 6F: 3 clusters Score -3.494426e+07 nChanged 32665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342494 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -34974916.000000 Penalty: 6394.330566
	Iteration 7F: 3 clusters Score -3.497492e+07 nChanged 25208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367624 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -34997852.000000 Penalty: 6394.330566
	Iteration 8F: 3 clusters Score -3.499785e+07 nChanged 14416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382010 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -35009860.000000 Penalty: 6394.330566
	Iteration 9Q: 3 clusters Score -3.500986e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388669 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -35015608.000000 Penalty: 6394.330566
	Iteration 10Q: 3 clusters Score -3.501561e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391455 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -35018000.000000 Penalty: 6394.330566
	Iteration 11Q: 3 clusters Score -3.5018e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392618 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -35019060.000000 Penalty: 6394.330566
	Iteration 12Q: 3 clusters Score -3.501906e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393272 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -35019560.000000 Penalty: 6394.330566
	Iteration 13Q: 3 clusters Score -3.501956e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393655 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -35019840.000000 Penalty: 6394.330566
	Iteration 14Q: 3 clusters Score -3.501984e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393912 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -35019972.000000 Penalty: 6394.330566
	Iteration 15Q: 3 clusters Score -3.501997e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394101 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -35020092.000000 Penalty: 6394.330566
	Iteration 16Q: 3 clusters Score -3.502009e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394266 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -35020204.000000 Penalty: 6394.330566
	Iteration 17Q: 3 clusters Score -3.50202e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394376 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -35020248.000000 Penalty: 6394.330566
	Iteration 18Q: 3 clusters Score -3.502025e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394472 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -35020228.000000 Penalty: 6394.330566
	Iteration 19Q: 3 clusters Score -3.502023e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394552 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -35020224.000000 Penalty: 6394.330566
	Iteration 20F: 3 clusters Score -3.502022e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394614 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -35020248.000000 Penalty: 6394.330566
	Iteration 21Q: 3 clusters Score -3.502025e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394664 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -35020248.000000 Penalty: 6394.330566
	Iteration 22Q: 3 clusters Score -3.502025e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394707 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -35020276.000000 Penalty: 6394.330566
	Iteration 23Q: 3 clusters Score -3.502028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394740 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -35020272.000000 Penalty: 6394.330566
	Iteration 24Q: 3 clusters Score -3.502027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394770 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -35020296.000000 Penalty: 6394.330566
	Iteration 25Q: 3 clusters Score -3.50203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394795 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -35020272.000000 Penalty: 6394.330566
	Iteration 26Q: 3 clusters Score -3.502027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394813 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -35020256.000000 Penalty: 6394.330566
	Iteration 27Q: 3 clusters Score -3.502026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394822 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -35020264.000000 Penalty: 6394.330566
	Iteration 28Q: 3 clusters Score -3.502026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394837 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -35020256.000000 Penalty: 6394.330566
	Iteration 29Q: 3 clusters Score -3.502026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394849 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -35020244.000000 Penalty: 6394.330566
	Iteration 30Q: 3 clusters Score -3.502024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394856 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -35020264.000000 Penalty: 6394.330566
	Iteration 31Q: 3 clusters Score -3.502026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394864 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -35020260.000000 Penalty: 6394.330566
	Iteration 32Q: 3 clusters Score -3.502026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394866 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -35020256.000000 Penalty: 6394.330566
	Iteration 33Q: 3 clusters Score -3.502026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394866 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -35020256.000000 Penalty: 6394.330566
	Iteration 34Q: 3 clusters Score -3.502026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394867 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -35020260.000000 Penalty: 6394.330566
	Iteration 35Q: 3 clusters Score -3.502026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394869 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -35020264.000000 Penalty: 6394.330566
	Iteration 36Q: 3 clusters Score -3.502026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394869 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -35020264.000000 Penalty: 6394.330566
	Iteration 37F: 3 clusters Score -3.502026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Entering Unmasked Estep 
Score: -2190165.250000 Penalty: 2503.942627
	Iteration 0F: 2 clusters Score -2190165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2173228.750000 Penalty: 5007.885254
	Iteration 0F: 3 clusters Score -2173229 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2179224.000000 Penalty: 5007.885254
	Iteration 1F: 3 clusters Score -2179224 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2179719.750000 Penalty: 5007.885254
	Iteration 2F: 3 clusters Score -2179720 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2180185.250000 Penalty: 5007.885254
	Iteration 3Q: 3 clusters Score -2180185 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2180633.750000 Penalty: 5007.885254
	Iteration 4Q: 3 clusters Score -2180634 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2181093.500000 Penalty: 5007.885254
	Iteration 5Q: 3 clusters Score -2181094 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2181555.750000 Penalty: 5007.885254
	Iteration 6Q: 3 clusters Score -2181556 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2182087.000000 Penalty: 5007.885254
	Iteration 7Q: 3 clusters Score -2182087 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2182720.500000 Penalty: 5007.885254
	Iteration 8Q: 3 clusters Score -2182720 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2183398.500000 Penalty: 5007.885254
	Iteration 9Q: 3 clusters Score -2183398 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2184240.500000 Penalty: 5007.885254
	Iteration 10F: 3 clusters Score -2184240 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2185210.750000 Penalty: 5007.885254
	Iteration 11F: 3 clusters Score -2185211 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2186163.000000 Penalty: 5007.885254
	Iteration 12Q: 3 clusters Score -2186163 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2186943.750000 Penalty: 5007.885254
	Iteration 13Q: 3 clusters Score -2186944 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2187440.750000 Penalty: 5007.885254
	Iteration 14Q: 3 clusters Score -2187441 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2187719.750000 Penalty: 5007.885254
	Iteration 15Q: 3 clusters Score -2187720 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2187901.250000 Penalty: 5007.885254
	Iteration 16Q: 3 clusters Score -2187901 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2188029.750000 Penalty: 5007.885254
	Iteration 17Q: 3 clusters Score -2188030 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2188125.000000 Penalty: 5007.885254
	Iteration 18Q: 3 clusters Score -2188125 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2188220.250000 Penalty: 5007.885254
	Iteration 19Q: 3 clusters Score -2188220 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2188309.000000 Penalty: 5007.885254
	Iteration 20F: 3 clusters Score -2188309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2188398.000000 Penalty: 5007.885254
	Iteration 21Q: 3 clusters Score -2188398 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2188499.500000 Penalty: 5007.885254
	Iteration 22Q: 3 clusters Score -2188500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2188560.000000 Penalty: 5007.885254
	Iteration 23Q: 3 clusters Score -2188560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2188584.500000 Penalty: 5007.885254
	Iteration 24Q: 3 clusters Score -2188584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2188615.500000 Penalty: 5007.885254
	Iteration 25Q: 3 clusters Score -2188616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2188631.750000 Penalty: 5007.885254
	Iteration 26Q: 3 clusters Score -2188632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2188637.000000 Penalty: 5007.885254
	Iteration 27Q: 3 clusters Score -2188637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2188637.000000 Penalty: 5007.885254
	Iteration 28Q: 3 clusters Score -2188637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2188644.500000 Penalty: 5007.885254
	Iteration 29Q: 3 clusters Score -2188644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2188646.000000 Penalty: 5007.885254
	Iteration 30Q: 3 clusters Score -2188646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2188646.250000 Penalty: 5007.885254
	Iteration 31Q: 3 clusters Score -2188646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2188646.250000 Penalty: 5007.885254
	Iteration 32Q: 3 clusters Score -2188646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2188647.500000 Penalty: 5007.885254
	Iteration 33Q: 3 clusters Score -2188648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2188647.500000 Penalty: 5007.885254
	Iteration 34F: 3 clusters Score -2188648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (143383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Entering Unmasked Estep 
Score: -13023545.000000 Penalty: 2944.572266
	Iteration 0F: 2 clusters Score -1.302354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -12927740.000000 Penalty: 5889.144531
	Iteration 0F: 3 clusters Score -1.292774e+07 nChanged 68222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -12967877.000000 Penalty: 5889.144531
	Iteration 1F: 3 clusters Score -1.296788e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -12970030.000000 Penalty: 5889.144531
	Iteration 2Q: 3 clusters Score -1.297003e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -12973370.000000 Penalty: 5889.144531
	Iteration 3Q: 3 clusters Score -1.297337e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -12978576.000000 Penalty: 5889.144531
	Iteration 4F: 3 clusters Score -1.297858e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -12985393.000000 Penalty: 5889.144531
	Iteration 5F: 3 clusters Score -1.298539e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -12992543.000000 Penalty: 5889.144531
	Iteration 6F: 3 clusters Score -1.299254e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -12998498.000000 Penalty: 5889.144531
	Iteration 7F: 3 clusters Score -1.29985e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -13002503.000000 Penalty: 5889.144531
	Iteration 8F: 3 clusters Score -1.30025e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -13005544.000000 Penalty: 5889.144531
	Iteration 9Q: 3 clusters Score -1.300554e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -13008234.000000 Penalty: 5889.144531
	Iteration 10Q: 3 clusters Score -1.300823e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 128347 members 
Entering Unmasked Estep 
Score: -13011374.000000 Penalty: 5889.144531
	Iteration 11Q: 3 clusters Score -1.301137e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -13014853.000000 Penalty: 5889.144531
	Iteration 12Q: 3 clusters Score -1.301485e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 134739 members 
Entering Unmasked Estep 
Score: -13018013.000000 Penalty: 5889.144531
	Iteration 13Q: 3 clusters Score -1.301801e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -13019674.000000 Penalty: 5889.144531
	Iteration 14Q: 3 clusters Score -1.301967e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 136822 members 
Entering Unmasked Estep 
Score: -13020453.000000 Penalty: 5889.144531
	Iteration 15Q: 3 clusters Score -1.302045e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -13020873.000000 Penalty: 5889.144531
	Iteration 16Q: 3 clusters Score -1.302087e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 137725 members 
Entering Unmasked Estep 
Score: -13021076.000000 Penalty: 5889.144531
	Iteration 17Q: 3 clusters Score -1.302108e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -13021204.000000 Penalty: 5889.144531
	Iteration 18Q: 3 clusters Score -1.30212e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 138334 members 
Entering Unmasked Estep 
Score: -13021254.000000 Penalty: 5889.144531
	Iteration 19Q: 3 clusters Score -1.302125e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -13021320.000000 Penalty: 5889.144531
	Iteration 20F: 3 clusters Score -1.302132e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -13021355.000000 Penalty: 5889.144531
	Iteration 21Q: 3 clusters Score -1.302136e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 138912 members 
Entering Unmasked Estep 
Score: -13021391.000000 Penalty: 5889.144531
	Iteration 22Q: 3 clusters Score -1.302139e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -13021421.000000 Penalty: 5889.144531
	Iteration 23Q: 3 clusters Score -1.302142e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 139165 members 
Entering Unmasked Estep 
Score: -13021476.000000 Penalty: 5889.144531
	Iteration 24Q: 3 clusters Score -1.302148e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -13021501.000000 Penalty: 5889.144531
	Iteration 25Q: 3 clusters Score -1.30215e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 139383 members 
Entering Unmasked Estep 
Score: -13021528.000000 Penalty: 5889.144531
	Iteration 26Q: 3 clusters Score -1.302153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 139470 members 
Entering Unmasked Estep 
Score: -13021543.000000 Penalty: 5889.144531
	Iteration 27Q: 3 clusters Score -1.302154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -13021590.000000 Penalty: 5889.144531
	Iteration 28Q: 3 clusters Score -1.302159e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -13021603.000000 Penalty: 5889.144531
	Iteration 29Q: 3 clusters Score -1.30216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 139666 members 
Entering Unmasked Estep 
Score: -13021591.000000 Penalty: 5889.144531
	Iteration 30Q: 3 clusters Score -1.302159e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -13021614.000000 Penalty: 5889.144531
	Iteration 31Q: 3 clusters Score -1.302161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -13021653.000000 Penalty: 5889.144531
	Iteration 32Q: 3 clusters Score -1.302165e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -13021645.000000 Penalty: 5889.144531
	Iteration 33Q: 3 clusters Score -1.302164e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 139886 members 
Entering Unmasked Estep 
Score: -13021644.000000 Penalty: 5889.144531
	Iteration 34Q: 3 clusters Score -1.302164e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -13021670.000000 Penalty: 5889.144531
	Iteration 35Q: 3 clusters Score -1.302167e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 140016 members 
Entering Unmasked Estep 
Score: -13021662.000000 Penalty: 5889.144531
	Iteration 36Q: 3 clusters Score -1.302166e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -13021678.000000 Penalty: 5889.144531
	Iteration 37Q: 3 clusters Score -1.302168e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -13021707.000000 Penalty: 5889.144531
	Iteration 38Q: 3 clusters Score -1.302171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 140149 members 
Entering Unmasked Estep 
Score: -13021714.000000 Penalty: 5889.144531
	Iteration 39Q: 3 clusters Score -1.302171e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -13021698.000000 Penalty: 5889.144531
	Iteration 40F: 3 clusters Score -1.30217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 140214 members 
Entering Unmasked Estep 
Score: -13021714.000000 Penalty: 5889.144531
	Iteration 41Q: 3 clusters Score -1.302171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 140238 members 
Entering Unmasked Estep 
Score: -13021712.000000 Penalty: 5889.144531
	Iteration 42Q: 3 clusters Score -1.302171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 140267 members 
Entering Unmasked Estep 
Score: -13021723.000000 Penalty: 5889.144531
	Iteration 43Q: 3 clusters Score -1.302172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -13021738.000000 Penalty: 5889.144531
	Iteration 44Q: 3 clusters Score -1.302174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -13021746.000000 Penalty: 5889.144531
	Iteration 45Q: 3 clusters Score -1.302175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 140322 members 
Entering Unmasked Estep 
Score: -13021738.000000 Penalty: 5889.144531
	Iteration 46Q: 3 clusters Score -1.302174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 140335 members 
Entering Unmasked Estep 
Score: -13021720.000000 Penalty: 5889.144531
	Iteration 47Q: 3 clusters Score -1.302172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -13021717.000000 Penalty: 5889.144531
	Iteration 48Q: 3 clusters Score -1.302172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 140361 members 
Entering Unmasked Estep 
Score: -13021713.000000 Penalty: 5889.144531
	Iteration 49Q: 3 clusters Score -1.302171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 140376 members 
Entering Unmasked Estep 
Score: -13021712.000000 Penalty: 5889.144531
	Iteration 50Q: 3 clusters Score -1.302171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 140393 members 
Entering Unmasked Estep 
Score: -13021725.000000 Penalty: 5889.144531
	Iteration 51Q: 3 clusters Score -1.302172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -13021720.000000 Penalty: 5889.144531
	Iteration 52Q: 3 clusters Score -1.302172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 140429 members 
Entering Unmasked Estep 
Score: -13021734.000000 Penalty: 5889.144531
	Iteration 53Q: 3 clusters Score -1.302173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 140440 members 
Entering Unmasked Estep 
Score: -13021745.000000 Penalty: 5889.144531
	Iteration 54Q: 3 clusters Score -1.302174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 140447 members 
Entering Unmasked Estep 
Score: -13021746.000000 Penalty: 5889.144531
	Iteration 55Q: 3 clusters Score -1.302175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -13021737.000000 Penalty: 5889.144531
	Iteration 56Q: 3 clusters Score -1.302174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -13021748.000000 Penalty: 5889.144531
	Iteration 57Q: 3 clusters Score -1.302175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -13021753.000000 Penalty: 5889.144531
	Iteration 58Q: 3 clusters Score -1.302175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 140473 members 
Entering Unmasked Estep 
Score: -13021748.000000 Penalty: 5889.144531
	Iteration 59Q: 3 clusters Score -1.302175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -13021751.000000 Penalty: 5889.144531
	Iteration 60F: 3 clusters Score -1.302175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 140479 members 
Entering Unmasked Estep 
Score: -13021748.000000 Penalty: 5889.144531
	Iteration 61Q: 3 clusters Score -1.302175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 140481 members 
Entering Unmasked Estep 
Score: -13021744.000000 Penalty: 5889.144531
	Iteration 62Q: 3 clusters Score -1.302174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 140482 members 
Entering Unmasked Estep 
Score: -13021740.000000 Penalty: 5889.144531
	Iteration 63Q: 3 clusters Score -1.302174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 140482 members 
Entering Unmasked Estep 
Score: -13021740.000000 Penalty: 5889.144531
	Iteration 64F: 3 clusters Score -1.302174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (188809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188809 members 
Entering Unmasked Estep 
Score: -16585079.000000 Penalty: 3012.825684
	Iteration 0F: 2 clusters Score -1.658508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -16458087.000000 Penalty: 6025.651367
	Iteration 0F: 3 clusters Score -1.645809e+07 nChanged 91011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -16511469.000000 Penalty: 6025.651367
	Iteration 1F: 3 clusters Score -1.651147e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -16512593.000000 Penalty: 6025.651367
	Iteration 2Q: 3 clusters Score -1.651259e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -16513992.000000 Penalty: 6025.651367
	Iteration 3Q: 3 clusters Score -1.651399e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -16515706.000000 Penalty: 6025.651367
	Iteration 4Q: 3 clusters Score -1.651571e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -16518518.000000 Penalty: 6025.651367
	Iteration 5Q: 3 clusters Score -1.651852e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -16522668.000000 Penalty: 6025.651367
	Iteration 6Q: 3 clusters Score -1.652267e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -16528775.000000 Penalty: 6025.651367
	Iteration 7F: 3 clusters Score -1.652878e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -16538075.000000 Penalty: 6025.651367
	Iteration 8F: 3 clusters Score -1.653808e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -16549727.000000 Penalty: 6025.651367
	Iteration 9F: 3 clusters Score -1.654973e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162476 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -16561343.000000 Penalty: 6025.651367
	Iteration 10F: 3 clusters Score -1.656134e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172135 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -16570120.000000 Penalty: 6025.651367
	Iteration 11F: 3 clusters Score -1.657012e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178152 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -16575410.000000 Penalty: 6025.651367
	Iteration 12Q: 3 clusters Score -1.657541e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181777 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -16578485.000000 Penalty: 6025.651367
	Iteration 13Q: 3 clusters Score -1.657848e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183955 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -16580199.000000 Penalty: 6025.651367
	Iteration 14Q: 3 clusters Score -1.65802e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185243 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -16581182.000000 Penalty: 6025.651367
	Iteration 15Q: 3 clusters Score -1.658118e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185986 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -16581606.000000 Penalty: 6025.651367
	Iteration 16Q: 3 clusters Score -1.658161e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186462 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -16581803.000000 Penalty: 6025.651367
	Iteration 17Q: 3 clusters Score -1.65818e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186802 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -16582004.000000 Penalty: 6025.651367
	Iteration 18Q: 3 clusters Score -1.6582e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -16582097.000000 Penalty: 6025.651367
	Iteration 19Q: 3 clusters Score -1.65821e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16582263.000000 Penalty: 6025.651367
	Iteration 20F: 3 clusters Score -1.658226e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16582357.000000 Penalty: 6025.651367
	Iteration 21Q: 3 clusters Score -1.658236e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187488 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16582414.000000 Penalty: 6025.651367
	Iteration 22Q: 3 clusters Score -1.658241e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187549 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16582430.000000 Penalty: 6025.651367
	Iteration 23Q: 3 clusters Score -1.658243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187596 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -16582471.000000 Penalty: 6025.651367
	Iteration 24Q: 3 clusters Score -1.658247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187633 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16582518.000000 Penalty: 6025.651367
	Iteration 25Q: 3 clusters Score -1.658252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16582518.000000 Penalty: 6025.651367
	Iteration 26Q: 3 clusters Score -1.658252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187696 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16582549.000000 Penalty: 6025.651367
	Iteration 27Q: 3 clusters Score -1.658255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187718 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16582538.000000 Penalty: 6025.651367
	Iteration 28Q: 3 clusters Score -1.658254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187728 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16582552.000000 Penalty: 6025.651367
	Iteration 29Q: 3 clusters Score -1.658255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187739 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16582554.000000 Penalty: 6025.651367
	Iteration 30Q: 3 clusters Score -1.658255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187744 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16582567.000000 Penalty: 6025.651367
	Iteration 31Q: 3 clusters Score -1.658257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16582570.000000 Penalty: 6025.651367
	Iteration 32Q: 3 clusters Score -1.658257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187752 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16582559.000000 Penalty: 6025.651367
	Iteration 33Q: 3 clusters Score -1.658256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187756 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16582565.000000 Penalty: 6025.651367
	Iteration 34Q: 3 clusters Score -1.658256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16582558.000000 Penalty: 6025.651367
	Iteration 35Q: 3 clusters Score -1.658256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187768 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16582557.000000 Penalty: 6025.651367
	Iteration 36Q: 3 clusters Score -1.658256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187774 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16582549.000000 Penalty: 6025.651367
	Iteration 37Q: 3 clusters Score -1.658255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187780 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16582569.000000 Penalty: 6025.651367
	Iteration 38Q: 3 clusters Score -1.658257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16582569.000000 Penalty: 6025.651367
	Iteration 39Q: 3 clusters Score -1.658257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16582569.000000 Penalty: 6025.651367
	Iteration 40F: 3 clusters Score -1.658257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (382591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382591 members 
Entering Unmasked Estep 
Score: -33808968.000000 Penalty: 3187.970947
	Iteration 0F: 2 clusters Score -3.380897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191732 members 
Mstep: Class 2 contains 190859 members 
Entering Unmasked Estep 
Score: -33551934.000000 Penalty: 6375.941895
	Iteration 0F: 3 clusters Score -3.355193e+07 nChanged 186246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200598 members 
Mstep: Class 2 contains 181993 members 
Entering Unmasked Estep 
Score: -33663728.000000 Penalty: 6375.941895
	Iteration 1F: 3 clusters Score -3.366373e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206201 members 
Mstep: Class 2 contains 176390 members 
Entering Unmasked Estep 
Score: -33665912.000000 Penalty: 6375.941895
	Iteration 2Q: 3 clusters Score -3.366591e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215136 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -33669820.000000 Penalty: 6375.941895
	Iteration 3Q: 3 clusters Score -3.366982e+07 nChanged 16082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229186 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -33676936.000000 Penalty: 6375.941895
	Iteration 4Q: 3 clusters Score -3.367694e+07 nChanged 22150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250086 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -33689784.000000 Penalty: 6375.941895
	Iteration 5F: 3 clusters Score -3.368978e+07 nChanged 29060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278498 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -33711824.000000 Penalty: 6375.941895
	Iteration 6F: 3 clusters Score -3.371182e+07 nChanged 33408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311652 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -33741932.000000 Penalty: 6375.941895
	Iteration 7F: 3 clusters Score -3.374193e+07 nChanged 30260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341820 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -33771176.000000 Penalty: 6375.941895
	Iteration 8F: 3 clusters Score -3.377118e+07 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362114 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -33790896.000000 Penalty: 6375.941895
	Iteration 9F: 3 clusters Score -3.37909e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372669 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -33799960.000000 Penalty: 6375.941895
	Iteration 10Q: 3 clusters Score -3.379996e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377459 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -33803532.000000 Penalty: 6375.941895
	Iteration 11Q: 3 clusters Score -3.380353e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379615 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -33804784.000000 Penalty: 6375.941895
	Iteration 12Q: 3 clusters Score -3.380478e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380620 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -33805388.000000 Penalty: 6375.941895
	Iteration 13Q: 3 clusters Score -3.380539e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381139 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -33805716.000000 Penalty: 6375.941895
	Iteration 14Q: 3 clusters Score -3.380572e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -33805920.000000 Penalty: 6375.941895
	Iteration 15Q: 3 clusters Score -3.380592e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381571 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -33806116.000000 Penalty: 6375.941895
	Iteration 16Q: 3 clusters Score -3.380612e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -33806160.000000 Penalty: 6375.941895
	Iteration 17Q: 3 clusters Score -3.380616e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -33806208.000000 Penalty: 6375.941895
	Iteration 18Q: 3 clusters Score -3.380621e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381746 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -33806280.000000 Penalty: 6375.941895
	Iteration 19Q: 3 clusters Score -3.380628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381766 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -33806276.000000 Penalty: 6375.941895
	Iteration 20F: 3 clusters Score -3.380628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381789 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -33806276.000000 Penalty: 6375.941895
	Iteration 21Q: 3 clusters Score -3.380628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381809 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -33806328.000000 Penalty: 6375.941895
	Iteration 22Q: 3 clusters Score -3.380633e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381828 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -33806344.000000 Penalty: 6375.941895
	Iteration 23Q: 3 clusters Score -3.380634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381845 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -33806388.000000 Penalty: 6375.941895
	Iteration 24Q: 3 clusters Score -3.380639e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381857 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -33806396.000000 Penalty: 6375.941895
	Iteration 25Q: 3 clusters Score -3.38064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381873 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -33806428.000000 Penalty: 6375.941895
	Iteration 26Q: 3 clusters Score -3.380643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381879 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -33806456.000000 Penalty: 6375.941895
	Iteration 27Q: 3 clusters Score -3.380646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381894 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -33806460.000000 Penalty: 6375.941895
	Iteration 28Q: 3 clusters Score -3.380646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381904 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -33806472.000000 Penalty: 6375.941895
	Iteration 29Q: 3 clusters Score -3.380647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381913 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -33806464.000000 Penalty: 6375.941895
	Iteration 30Q: 3 clusters Score -3.380646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381917 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -33806476.000000 Penalty: 6375.941895
	Iteration 31Q: 3 clusters Score -3.380648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381919 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -33806452.000000 Penalty: 6375.941895
	Iteration 32Q: 3 clusters Score -3.380645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381919 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -33806456.000000 Penalty: 6375.941895
	Iteration 33Q: 3 clusters Score -3.380646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381920 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -33806448.000000 Penalty: 6375.941895
	Iteration 34Q: 3 clusters Score -3.380645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -33806452.000000 Penalty: 6375.941895
	Iteration 35Q: 3 clusters Score -3.380645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381922 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -33806440.000000 Penalty: 6375.941895
	Iteration 36Q: 3 clusters Score -3.380644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -33806448.000000 Penalty: 6375.941895
	Iteration 37Q: 3 clusters Score -3.380645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381922 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -33806456.000000 Penalty: 6375.941895
	Iteration 38Q: 3 clusters Score -3.380646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381925 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -33806460.000000 Penalty: 6375.941895
	Iteration 39Q: 3 clusters Score -3.380646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381927 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -33806472.000000 Penalty: 6375.941895
	Iteration 40F: 3 clusters Score -3.380647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -33806488.000000 Penalty: 6375.941895
	Iteration 41Q: 3 clusters Score -3.380649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -33806464.000000 Penalty: 6375.941895
	Iteration 42Q: 3 clusters Score -3.380646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381931 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33806480.000000 Penalty: 6375.941895
	Iteration 43Q: 3 clusters Score -3.380648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381934 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -33806480.000000 Penalty: 6375.941895
	Iteration 44Q: 3 clusters Score -3.380648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381937 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33806484.000000 Penalty: 6375.941895
	Iteration 45Q: 3 clusters Score -3.380648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381937 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33806484.000000 Penalty: 6375.941895
	Iteration 46F: 3 clusters Score -3.380648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Entering Unmasked Estep 
Score: -2222605.250000 Penalty: 2515.272705
	Iteration 0F: 2 clusters Score -2222605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2205054.750000 Penalty: 5030.545410
	Iteration 0F: 3 clusters Score -2205055 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2211188.750000 Penalty: 5030.545410
	Iteration 1F: 3 clusters Score -2211189 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2211642.500000 Penalty: 5030.545410
	Iteration 2F: 3 clusters Score -2211642 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2212084.250000 Penalty: 5030.545410
	Iteration 3Q: 3 clusters Score -2212084 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2212589.500000 Penalty: 5030.545410
	Iteration 4Q: 3 clusters Score -2212590 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2213136.000000 Penalty: 5030.545410
	Iteration 5Q: 3 clusters Score -2213136 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2213781.000000 Penalty: 5030.545410
	Iteration 6Q: 3 clusters Score -2213781 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2214526.000000 Penalty: 5030.545410
	Iteration 7F: 3 clusters Score -2214526 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2215271.500000 Penalty: 5030.545410
	Iteration 8F: 3 clusters Score -2215272 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2215928.500000 Penalty: 5030.545410
	Iteration 9F: 3 clusters Score -2215928 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2216385.500000 Penalty: 5030.545410
	Iteration 10Q: 3 clusters Score -2216386 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2216715.750000 Penalty: 5030.545410
	Iteration 11Q: 3 clusters Score -2216716 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2216953.000000 Penalty: 5030.545410
	Iteration 12Q: 3 clusters Score -2216953 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2217091.250000 Penalty: 5030.545410
	Iteration 13Q: 3 clusters Score -2217091 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2217212.750000 Penalty: 5030.545410
	Iteration 14Q: 3 clusters Score -2217213 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2217307.500000 Penalty: 5030.545410
	Iteration 15Q: 3 clusters Score -2217308 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2217404.000000 Penalty: 5030.545410
	Iteration 16Q: 3 clusters Score -2217404 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2217470.000000 Penalty: 5030.545410
	Iteration 17Q: 3 clusters Score -2217470 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2217529.250000 Penalty: 5030.545410
	Iteration 18Q: 3 clusters Score -2217529 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2217585.250000 Penalty: 5030.545410
	Iteration 19Q: 3 clusters Score -2217585 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2217653.500000 Penalty: 5030.545410
	Iteration 20F: 3 clusters Score -2217654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2217712.250000 Penalty: 5030.545410
	Iteration 21Q: 3 clusters Score -2217712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2217794.500000 Penalty: 5030.545410
	Iteration 22Q: 3 clusters Score -2217794 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2217922.500000 Penalty: 5030.545410
	Iteration 23Q: 3 clusters Score -2217922 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2218089.250000 Penalty: 5030.545410
	Iteration 24Q: 3 clusters Score -2218089 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2218315.750000 Penalty: 5030.545410
	Iteration 25Q: 3 clusters Score -2218316 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2218600.500000 Penalty: 5030.545410
	Iteration 26Q: 3 clusters Score -2218600 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2218914.500000 Penalty: 5030.545410
	Iteration 27Q: 3 clusters Score -2218914 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2219281.000000 Penalty: 5030.545410
	Iteration 28Q: 3 clusters Score -2219281 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2219614.750000 Penalty: 5030.545410
	Iteration 29Q: 3 clusters Score -2219615 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2219871.250000 Penalty: 5030.545410
	Iteration 30Q: 3 clusters Score -2219871 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2220031.000000 Penalty: 5030.545410
	Iteration 31Q: 3 clusters Score -2220031 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2220139.750000 Penalty: 5030.545410
	Iteration 32Q: 3 clusters Score -2220140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -2220236.250000 Penalty: 5030.545410
	Iteration 33Q: 3 clusters Score -2220236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2220290.750000 Penalty: 5030.545410
	Iteration 34Q: 3 clusters Score -2220291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2220328.500000 Penalty: 5030.545410
	Iteration 35Q: 3 clusters Score -2220328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2220367.250000 Penalty: 5030.545410
	Iteration 36Q: 3 clusters Score -2220367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2220394.750000 Penalty: 5030.545410
	Iteration 37Q: 3 clusters Score -2220395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2220420.750000 Penalty: 5030.545410
	Iteration 38Q: 3 clusters Score -2220421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2220442.000000 Penalty: 5030.545410
	Iteration 39Q: 3 clusters Score -2220442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2220460.250000 Penalty: 5030.545410
	Iteration 40F: 3 clusters Score -2220460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2220465.750000 Penalty: 5030.545410
	Iteration 41Q: 3 clusters Score -2220466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -2220468.500000 Penalty: 5030.545410
	Iteration 42Q: 3 clusters Score -2220468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -2220474.750000 Penalty: 5030.545410
	Iteration 43Q: 3 clusters Score -2220475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2220483.750000 Penalty: 5030.545410
	Iteration 44Q: 3 clusters Score -2220484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -2220489.750000 Penalty: 5030.545410
	Iteration 45Q: 3 clusters Score -2220490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2220493.500000 Penalty: 5030.545410
	Iteration 46Q: 3 clusters Score -2220494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2220497.000000 Penalty: 5030.545410
	Iteration 47Q: 3 clusters Score -2220497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2220498.500000 Penalty: 5030.545410
	Iteration 48Q: 3 clusters Score -2220498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2220498.500000 Penalty: 5030.545410
	Iteration 49F: 3 clusters Score -2220498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Entering Unmasked Estep 
Score: -2859216.750000 Penalty: 2579.504639
	Iteration 0F: 2 clusters Score -2859217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2836674.250000 Penalty: 5159.009277
	Iteration 0F: 3 clusters Score -2836674 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2844971.000000 Penalty: 5159.009277
	Iteration 1F: 3 clusters Score -2844971 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2845684.000000 Penalty: 5159.009277
	Iteration 2F: 3 clusters Score -2845684 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2846390.750000 Penalty: 5159.009277
	Iteration 3F: 3 clusters Score -2846391 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2847211.000000 Penalty: 5159.009277
	Iteration 4Q: 3 clusters Score -2847211 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2848059.750000 Penalty: 5159.009277
	Iteration 5F: 3 clusters Score -2848060 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2849073.000000 Penalty: 5159.009277
	Iteration 6F: 3 clusters Score -2849073 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2850116.750000 Penalty: 5159.009277
	Iteration 7F: 3 clusters Score -2850117 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2851108.750000 Penalty: 5159.009277
	Iteration 8F: 3 clusters Score -2851109 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2851951.000000 Penalty: 5159.009277
	Iteration 9Q: 3 clusters Score -2851951 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2852591.750000 Penalty: 5159.009277
	Iteration 10Q: 3 clusters Score -2852592 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2853064.500000 Penalty: 5159.009277
	Iteration 11Q: 3 clusters Score -2853064 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2853480.750000 Penalty: 5159.009277
	Iteration 12Q: 3 clusters Score -2853481 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2853844.750000 Penalty: 5159.009277
	Iteration 13Q: 3 clusters Score -2853845 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2854225.500000 Penalty: 5159.009277
	Iteration 14Q: 3 clusters Score -2854226 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2854537.750000 Penalty: 5159.009277
	Iteration 15Q: 3 clusters Score -2854538 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2854858.000000 Penalty: 5159.009277
	Iteration 16Q: 3 clusters Score -2854858 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2855161.750000 Penalty: 5159.009277
	Iteration 17Q: 3 clusters Score -2855162 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2855442.250000 Penalty: 5159.009277
	Iteration 18Q: 3 clusters Score -2855442 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2855648.250000 Penalty: 5159.009277
	Iteration 19Q: 3 clusters Score -2855648 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2855792.250000 Penalty: 5159.009277
	Iteration 20F: 3 clusters Score -2855792 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2855925.000000 Penalty: 5159.009277
	Iteration 21Q: 3 clusters Score -2855925 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2856003.750000 Penalty: 5159.009277
	Iteration 22Q: 3 clusters Score -2856004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2856072.500000 Penalty: 5159.009277
	Iteration 23Q: 3 clusters Score -2856072 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2856117.500000 Penalty: 5159.009277
	Iteration 24Q: 3 clusters Score -2856118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2856146.500000 Penalty: 5159.009277
	Iteration 25Q: 3 clusters Score -2856146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2856176.750000 Penalty: 5159.009277
	Iteration 26Q: 3 clusters Score -2856177 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2856198.000000 Penalty: 5159.009277
	Iteration 27Q: 3 clusters Score -2856198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2856213.000000 Penalty: 5159.009277
	Iteration 28Q: 3 clusters Score -2856213 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2856230.000000 Penalty: 5159.009277
	Iteration 29Q: 3 clusters Score -2856230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2856257.500000 Penalty: 5159.009277
	Iteration 30Q: 3 clusters Score -2856258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2856271.000000 Penalty: 5159.009277
	Iteration 31Q: 3 clusters Score -2856271 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2856276.000000 Penalty: 5159.009277
	Iteration 32Q: 3 clusters Score -2856276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2856294.250000 Penalty: 5159.009277
	Iteration 33Q: 3 clusters Score -2856294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2856308.250000 Penalty: 5159.009277
	Iteration 34Q: 3 clusters Score -2856308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2856323.000000 Penalty: 5159.009277
	Iteration 35Q: 3 clusters Score -2856323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2856327.250000 Penalty: 5159.009277
	Iteration 36Q: 3 clusters Score -2856327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2856346.250000 Penalty: 5159.009277
	Iteration 37Q: 3 clusters Score -2856346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2856348.000000 Penalty: 5159.009277
	Iteration 38Q: 3 clusters Score -2856348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2856366.250000 Penalty: 5159.009277
	Iteration 39Q: 3 clusters Score -2856366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2856370.250000 Penalty: 5159.009277
	Iteration 40F: 3 clusters Score -2856370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2856391.000000 Penalty: 5159.009277
	Iteration 41Q: 3 clusters Score -2856391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2856402.000000 Penalty: 5159.009277
	Iteration 42Q: 3 clusters Score -2856402 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2856411.750000 Penalty: 5159.009277
	Iteration 43Q: 3 clusters Score -2856412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2856418.250000 Penalty: 5159.009277
	Iteration 44Q: 3 clusters Score -2856418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2856426.500000 Penalty: 5159.009277
	Iteration 45Q: 3 clusters Score -2856426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2856429.750000 Penalty: 5159.009277
	Iteration 46Q: 3 clusters Score -2856430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2856431.750000 Penalty: 5159.009277
	Iteration 47Q: 3 clusters Score -2856432 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2856440.500000 Penalty: 5159.009277
	Iteration 48Q: 3 clusters Score -2856440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2856464.500000 Penalty: 5159.009277
	Iteration 49Q: 3 clusters Score -2856464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2856461.000000 Penalty: 5159.009277
	Iteration 50Q: 3 clusters Score -2856461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2856472.000000 Penalty: 5159.009277
	Iteration 51Q: 3 clusters Score -2856472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2856486.500000 Penalty: 5159.009277
	Iteration 52Q: 3 clusters Score -2856486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2856495.750000 Penalty: 5159.009277
	Iteration 53Q: 3 clusters Score -2856496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2856503.000000 Penalty: 5159.009277
	Iteration 54Q: 3 clusters Score -2856503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2856505.000000 Penalty: 5159.009277
	Iteration 55Q: 3 clusters Score -2856505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2856511.500000 Penalty: 5159.009277
	Iteration 56Q: 3 clusters Score -2856512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2856526.250000 Penalty: 5159.009277
	Iteration 57Q: 3 clusters Score -2856526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2856530.000000 Penalty: 5159.009277
	Iteration 58Q: 3 clusters Score -2856530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2856536.250000 Penalty: 5159.009277
	Iteration 59Q: 3 clusters Score -2856536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2856539.250000 Penalty: 5159.009277
	Iteration 60F: 3 clusters Score -2856539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2856538.250000 Penalty: 5159.009277
	Iteration 61Q: 3 clusters Score -2856538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2856551.500000 Penalty: 5159.009277
	Iteration 62Q: 3 clusters Score -2856552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2856563.500000 Penalty: 5159.009277
	Iteration 63Q: 3 clusters Score -2856564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2856562.250000 Penalty: 5159.009277
	Iteration 64Q: 3 clusters Score -2856562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2856573.500000 Penalty: 5159.009277
	Iteration 65Q: 3 clusters Score -2856574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2856588.500000 Penalty: 5159.009277
	Iteration 66Q: 3 clusters Score -2856588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2856601.250000 Penalty: 5159.009277
	Iteration 67Q: 3 clusters Score -2856601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2856607.750000 Penalty: 5159.009277
	Iteration 68Q: 3 clusters Score -2856608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2856606.250000 Penalty: 5159.009277
	Iteration 69Q: 3 clusters Score -2856606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2856608.000000 Penalty: 5159.009277
	Iteration 70Q: 3 clusters Score -2856608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2856614.500000 Penalty: 5159.009277
	Iteration 71Q: 3 clusters Score -2856614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2856610.000000 Penalty: 5159.009277
	Iteration 72Q: 3 clusters Score -2856610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2856620.250000 Penalty: 5159.009277
	Iteration 73Q: 3 clusters Score -2856620 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2856621.000000 Penalty: 5159.009277
	Iteration 74Q: 3 clusters Score -2856621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2856624.500000 Penalty: 5159.009277
	Iteration 75Q: 3 clusters Score -2856624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2856626.000000 Penalty: 5159.009277
	Iteration 76Q: 3 clusters Score -2856626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2856635.750000 Penalty: 5159.009277
	Iteration 77Q: 3 clusters Score -2856636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2856632.250000 Penalty: 5159.009277
	Iteration 78Q: 3 clusters Score -2856632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2856641.250000 Penalty: 5159.009277
	Iteration 79Q: 3 clusters Score -2856641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2856648.250000 Penalty: 5159.009277
	Iteration 80F: 3 clusters Score -2856648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2856650.500000 Penalty: 5159.009277
	Iteration 81Q: 3 clusters Score -2856650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2856655.000000 Penalty: 5159.009277
	Iteration 82Q: 3 clusters Score -2856655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2856650.000000 Penalty: 5159.009277
	Iteration 83Q: 3 clusters Score -2856650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2856649.250000 Penalty: 5159.009277
	Iteration 84Q: 3 clusters Score -2856649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2856645.750000 Penalty: 5159.009277
	Iteration 85Q: 3 clusters Score -2856646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2856644.750000 Penalty: 5159.009277
	Iteration 86Q: 3 clusters Score -2856645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2856645.500000 Penalty: 5159.009277
	Iteration 87Q: 3 clusters Score -2856646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2856649.250000 Penalty: 5159.009277
	Iteration 88Q: 3 clusters Score -2856649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2856648.250000 Penalty: 5159.009277
	Iteration 89Q: 3 clusters Score -2856648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2856648.000000 Penalty: 5159.009277
	Iteration 90Q: 3 clusters Score -2856648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2856648.250000 Penalty: 5159.009277
	Iteration 91Q: 3 clusters Score -2856648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2856657.000000 Penalty: 5159.009277
	Iteration 92Q: 3 clusters Score -2856657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2856659.000000 Penalty: 5159.009277
	Iteration 93Q: 3 clusters Score -2856659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2856669.500000 Penalty: 5159.009277
	Iteration 94Q: 3 clusters Score -2856670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2856672.250000 Penalty: 5159.009277
	Iteration 95Q: 3 clusters Score -2856672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2856680.250000 Penalty: 5159.009277
	Iteration 96Q: 3 clusters Score -2856680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2856686.750000 Penalty: 5159.009277
	Iteration 97Q: 3 clusters Score -2856687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2856688.500000 Penalty: 5159.009277
	Iteration 98Q: 3 clusters Score -2856688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2856692.750000 Penalty: 5159.009277
	Iteration 99Q: 3 clusters Score -2856693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2856708.750000 Penalty: 5159.009277
	Iteration 100F: 3 clusters Score -2856709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2856710.250000 Penalty: 5159.009277
	Iteration 101Q: 3 clusters Score -2856710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2856718.750000 Penalty: 5159.009277
	Iteration 102Q: 3 clusters Score -2856719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2856724.000000 Penalty: 5159.009277
	Iteration 103Q: 3 clusters Score -2856724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2856730.250000 Penalty: 5159.009277
	Iteration 104Q: 3 clusters Score -2856730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2856736.000000 Penalty: 5159.009277
	Iteration 105Q: 3 clusters Score -2856736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2856732.750000 Penalty: 5159.009277
	Iteration 106Q: 3 clusters Score -2856733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2856735.000000 Penalty: 5159.009277
	Iteration 107Q: 3 clusters Score -2856735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2856740.250000 Penalty: 5159.009277
	Iteration 108Q: 3 clusters Score -2856740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2856744.000000 Penalty: 5159.009277
	Iteration 109Q: 3 clusters Score -2856744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2856757.750000 Penalty: 5159.009277
	Iteration 110Q: 3 clusters Score -2856758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2856758.750000 Penalty: 5159.009277
	Iteration 111Q: 3 clusters Score -2856759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2856755.250000 Penalty: 5159.009277
	Iteration 112Q: 3 clusters Score -2856755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2856755.750000 Penalty: 5159.009277
	Iteration 113Q: 3 clusters Score -2856756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2856763.500000 Penalty: 5159.009277
	Iteration 114Q: 3 clusters Score -2856764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2856756.750000 Penalty: 5159.009277
	Iteration 115Q: 3 clusters Score -2856757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2856775.500000 Penalty: 5159.009277
	Iteration 116Q: 3 clusters Score -2856776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2856771.250000 Penalty: 5159.009277
	Iteration 117Q: 3 clusters Score -2856771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2856777.750000 Penalty: 5159.009277
	Iteration 118Q: 3 clusters Score -2856778 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2856779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2856775.000000 Penalty: 5159.009277
	Iteration 120F: 3 clusters Score -2856775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2856774.500000 Penalty: 5159.009277
	Iteration 121Q: 3 clusters Score -2856774 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2856780.500000 Penalty: 5159.009277
	Iteration 122Q: 3 clusters Score -2856780 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2856785.500000 Penalty: 5159.009277
	Iteration 123Q: 3 clusters Score -2856786 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2856788.250000 Penalty: 5159.009277
	Iteration 124Q: 3 clusters Score -2856788 nChanged 30
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Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2856790.250000 Penalty: 5159.009277
	Iteration 125Q: 3 clusters Score -2856790 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2856796 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2856799.750000 Penalty: 5159.009277
	Iteration 127Q: 3 clusters Score -2856800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2856801.000000 Penalty: 5159.009277
	Iteration 128Q: 3 clusters Score -2856801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2856807.250000 Penalty: 5159.009277
	Iteration 129Q: 3 clusters Score -2856807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2856803.500000 Penalty: 5159.009277
	Iteration 130Q: 3 clusters Score -2856804 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2856801.500000 Penalty: 5159.009277
	Iteration 131Q: 3 clusters Score -2856802 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2856802 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2856799 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2856801 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2856800 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2856804.500000 Penalty: 5159.009277
	Iteration 136Q: 3 clusters Score -2856804 nChanged 27
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Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2856799.500000 Penalty: 5159.009277
	Iteration 137Q: 3 clusters Score -2856800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2856803.000000 Penalty: 5159.009277
	Iteration 138Q: 3 clusters Score -2856803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2856805.750000 Penalty: 5159.009277
	Iteration 139Q: 3 clusters Score -2856806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2856807.000000 Penalty: 5159.009277
	Iteration 140F: 3 clusters Score -2856807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2856810.000000 Penalty: 5159.009277
	Iteration 141Q: 3 clusters Score -2856810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2856806.000000 Penalty: 5159.009277
	Iteration 142Q: 3 clusters Score -2856806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2856810.250000 Penalty: 5159.009277
	Iteration 143Q: 3 clusters Score -2856810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2856814.500000 Penalty: 5159.009277
	Iteration 144Q: 3 clusters Score -2856814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2856813.250000 Penalty: 5159.009277
	Iteration 145Q: 3 clusters Score -2856813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2856815.250000 Penalty: 5159.009277
	Iteration 146Q: 3 clusters Score -2856815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2856816.500000 Penalty: 5159.009277
	Iteration 147Q: 3 clusters Score -2856816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2856821.250000 Penalty: 5159.009277
	Iteration 148Q: 3 clusters Score -2856821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2856819.000000 Penalty: 5159.009277
	Iteration 149Q: 3 clusters Score -2856819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2856814.000000 Penalty: 5159.009277
	Iteration 150Q: 3 clusters Score -2856814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2856811.250000 Penalty: 5159.009277
	Iteration 151Q: 3 clusters Score -2856811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2856813.250000 Penalty: 5159.009277
	Iteration 152Q: 3 clusters Score -2856813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2856818.000000 Penalty: 5159.009277
	Iteration 153Q: 3 clusters Score -2856818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2856821.750000 Penalty: 5159.009277
	Iteration 154Q: 3 clusters Score -2856822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2856813.250000 Penalty: 5159.009277
	Iteration 155Q: 3 clusters Score -2856813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2856807.750000 Penalty: 5159.009277
	Iteration 156Q: 3 clusters Score -2856808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2856814.000000 Penalty: 5159.009277
	Iteration 157Q: 3 clusters Score -2856814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -2856818.000000 Penalty: 5159.009277
	Iteration 158Q: 3 clusters Score -2856818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2856819.250000 Penalty: 5159.009277
	Iteration 159Q: 3 clusters Score -2856819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2856812.750000 Penalty: 5159.009277
	Iteration 160F: 3 clusters Score -2856813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2856817.250000 Penalty: 5159.009277
	Iteration 161Q: 3 clusters Score -2856817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2856819.500000 Penalty: 5159.009277
	Iteration 162Q: 3 clusters Score -2856820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2856814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2856814.250000 Penalty: 5159.009277
	Iteration 164Q: 3 clusters Score -2856814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2856815.750000 Penalty: 5159.009277
	Iteration 165Q: 3 clusters Score -2856816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2856815.500000 Penalty: 5159.009277
	Iteration 166Q: 3 clusters Score -2856816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2856821.750000 Penalty: 5159.009277
	Iteration 167Q: 3 clusters Score -2856822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2856825.000000 Penalty: 5159.009277
	Iteration 168Q: 3 clusters Score -2856825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2856824.750000 Penalty: 5159.009277
	Iteration 169Q: 3 clusters Score -2856825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2856831.000000 Penalty: 5159.009277
	Iteration 170Q: 3 clusters Score -2856831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2856833.750000 Penalty: 5159.009277
	Iteration 171Q: 3 clusters Score -2856834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2856831.000000 Penalty: 5159.009277
	Iteration 172Q: 3 clusters Score -2856831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2856832.000000 Penalty: 5159.009277
	Iteration 173Q: 3 clusters Score -2856832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2856829.500000 Penalty: 5159.009277
	Iteration 174Q: 3 clusters Score -2856830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2856820.750000 Penalty: 5159.009277
	Iteration 175Q: 3 clusters Score -2856821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2856827.000000 Penalty: 5159.009277
	Iteration 176Q: 3 clusters Score -2856827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2856829.500000 Penalty: 5159.009277
	Iteration 177Q: 3 clusters Score -2856830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2856830.750000 Penalty: 5159.009277
	Iteration 178Q: 3 clusters Score -2856831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2856836.750000 Penalty: 5159.009277
	Iteration 179Q: 3 clusters Score -2856837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2856842.250000 Penalty: 5159.009277
	Iteration 180F: 3 clusters Score -2856842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2856845.250000 Penalty: 5159.009277
	Iteration 181Q: 3 clusters Score -2856845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2856848.000000 Penalty: 5159.009277
	Iteration 182Q: 3 clusters Score -2856848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2856847.000000 Penalty: 5159.009277
	Iteration 183Q: 3 clusters Score -2856847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2856837.250000 Penalty: 5159.009277
	Iteration 184Q: 3 clusters Score -2856837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2856847.500000 Penalty: 5159.009277
	Iteration 185Q: 3 clusters Score -2856848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2856841.500000 Penalty: 5159.009277
	Iteration 186Q: 3 clusters Score -2856842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2856847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2856849.750000 Penalty: 5159.009277
	Iteration 188Q: 3 clusters Score -2856850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2856851.750000 Penalty: 5159.009277
	Iteration 189Q: 3 clusters Score -2856852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2856855.250000 Penalty: 5159.009277
	Iteration 190Q: 3 clusters Score -2856855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2856866.500000 Penalty: 5159.009277
	Iteration 191Q: 3 clusters Score -2856866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2856865.750000 Penalty: 5159.009277
	Iteration 192Q: 3 clusters Score -2856866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2856868.250000 Penalty: 5159.009277
	Iteration 193Q: 3 clusters Score -2856868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2856864.000000 Penalty: 5159.009277
	Iteration 194Q: 3 clusters Score -2856864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2856873.750000 Penalty: 5159.009277
	Iteration 195Q: 3 clusters Score -2856874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2856880.250000 Penalty: 5159.009277
	Iteration 196Q: 3 clusters Score -2856880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2856888.500000 Penalty: 5159.009277
	Iteration 197Q: 3 clusters Score -2856888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2856901.000000 Penalty: 5159.009277
	Iteration 198Q: 3 clusters Score -2856901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2856908.500000 Penalty: 5159.009277
	Iteration 199Q: 3 clusters Score -2856908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2856904.250000 Penalty: 5159.009277
	Iteration 200F: 3 clusters Score -2856904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2856900.500000 Penalty: 5159.009277
	Iteration 201Q: 3 clusters Score -2856900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2856911.000000 Penalty: 5159.009277
	Iteration 202Q: 3 clusters Score -2856911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2856911.750000 Penalty: 5159.009277
	Iteration 203Q: 3 clusters Score -2856912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2856910.750000 Penalty: 5159.009277
	Iteration 204Q: 3 clusters Score -2856911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2856907.750000 Penalty: 5159.009277
	Iteration 205Q: 3 clusters Score -2856908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2856916.500000 Penalty: 5159.009277
	Iteration 206Q: 3 clusters Score -2856916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2856913.750000 Penalty: 5159.009277
	Iteration 207Q: 3 clusters Score -2856914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2856915.250000 Penalty: 5159.009277
	Iteration 208Q: 3 clusters Score -2856915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2856928.500000 Penalty: 5159.009277
	Iteration 209Q: 3 clusters Score -2856928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2856924.750000 Penalty: 5159.009277
	Iteration 210Q: 3 clusters Score -2856925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2856931.000000 Penalty: 5159.009277
	Iteration 211Q: 3 clusters Score -2856931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2856936.500000 Penalty: 5159.009277
	Iteration 212Q: 3 clusters Score -2856936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2856932.750000 Penalty: 5159.009277
	Iteration 213Q: 3 clusters Score -2856933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2856936.500000 Penalty: 5159.009277
	Iteration 214Q: 3 clusters Score -2856936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2856936.750000 Penalty: 5159.009277
	Iteration 215Q: 3 clusters Score -2856937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2856935.250000 Penalty: 5159.009277
	Iteration 216Q: 3 clusters Score -2856935 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2856936.250000 Penalty: 5159.009277
	Iteration 217Q: 3 clusters Score -2856936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2856939.750000 Penalty: 5159.009277
	Iteration 218Q: 3 clusters Score -2856940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2856944.250000 Penalty: 5159.009277
	Iteration 219Q: 3 clusters Score -2856944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2856948.500000 Penalty: 5159.009277
	Iteration 220F: 3 clusters Score -2856948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2856951.500000 Penalty: 5159.009277
	Iteration 221Q: 3 clusters Score -2856952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2856956.250000 Penalty: 5159.009277
	Iteration 222Q: 3 clusters Score -2856956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2856954.000000 Penalty: 5159.009277
	Iteration 223Q: 3 clusters Score -2856954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2856963.500000 Penalty: 5159.009277
	Iteration 224Q: 3 clusters Score -2856964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2856969.000000 Penalty: 5159.009277
	Iteration 225Q: 3 clusters Score -2856969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2856967.250000 Penalty: 5159.009277
	Iteration 226Q: 3 clusters Score -2856967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2856962.500000 Penalty: 5159.009277
	Iteration 227Q: 3 clusters Score -2856962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -2856965.000000 Penalty: 5159.009277
	Iteration 228Q: 3 clusters Score -2856965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -2856968.000000 Penalty: 5159.009277
	Iteration 229Q: 3 clusters Score -2856968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2856969.000000 Penalty: 5159.009277
	Iteration 230Q: 3 clusters Score -2856969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2856973.500000 Penalty: 5159.009277
	Iteration 231Q: 3 clusters Score -2856974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2856974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2856974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2856966.000000 Penalty: 5159.009277
	Iteration 234Q: 3 clusters Score -2856966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2856974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2856976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -2856979.750000 Penalty: 5159.009277
	Iteration 237Q: 3 clusters Score -2856980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2856982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2856980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2856985.000000 Penalty: 5159.009277
	Iteration 240F: 3 clusters Score -2856985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2856986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2856998 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2856998 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2856998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2856999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -2857006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2857014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2857013 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2857019.000000 Penalty: 5159.009277
	Iteration 249Q: 3 clusters Score -2857019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2857018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2857018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -2857023.500000 Penalty: 5159.009277
	Iteration 252Q: 3 clusters Score -2857024 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2857024 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2857023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2857034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2857042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -2857051.250000 Penalty: 5159.009277
	Iteration 257Q: 3 clusters Score -2857051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -2857052 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2857059.250000 Penalty: 5159.009277
	Iteration 259Q: 3 clusters Score -2857059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2857058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2857064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2857072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -2857076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2857077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2857077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2857084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -2857083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -2857095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -2857097 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2857096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2857101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2857102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2857107.000000 Penalty: 5159.009277
	Iteration 273Q: 3 clusters Score -2857107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2857100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2857104.000000 Penalty: 5159.009277
	Iteration 275Q: 3 clusters Score -2857104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2857110.250000 Penalty: 5159.009277
	Iteration 276Q: 3 clusters Score -2857110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -2857109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -2857103.250000 Penalty: 5159.009277
	Iteration 278Q: 3 clusters Score -2857103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -2857110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -2857104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -2857106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2857111.250000 Penalty: 5159.009277
	Iteration 282Q: 3 clusters Score -2857111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2857114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -2857119.250000 Penalty: 5159.009277
	Iteration 284Q: 3 clusters Score -2857119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -2857121 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -2857121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 26811 members 
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	Iteration 287Q: 3 clusters Score -2857122 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 26822 members 
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	Iteration 288Q: 3 clusters Score -2857120 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -2857123 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2857129.000000 Penalty: 5159.009277
	Iteration 290Q: 3 clusters Score -2857129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -2857126.500000 Penalty: 5159.009277
	Iteration 291Q: 3 clusters Score -2857126 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -2857134 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 26922 members 
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Score: -2857131.250000 Penalty: 5159.009277
	Iteration 293Q: 3 clusters Score -2857131 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 26945 members 
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	Iteration 294Q: 3 clusters Score -2857132 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -2857134 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -2857136.750000 Penalty: 5159.009277
	Iteration 296Q: 3 clusters Score -2857137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -2857132 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2857141.250000 Penalty: 5159.009277
	Iteration 298Q: 3 clusters Score -2857141 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -2857144.500000 Penalty: 5159.009277
	Iteration 299Q: 3 clusters Score -2857144 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2857152.250000 Penalty: 5159.009277
	Iteration 300F: 3 clusters Score -2857152 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -2857147 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 27090 members 
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	Iteration 302Q: 3 clusters Score -2857155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -2857154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -2857158 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -2857169 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -2857165.000000 Penalty: 5159.009277
	Iteration 306Q: 3 clusters Score -2857165 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -2857169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2857174.250000 Penalty: 5159.009277
	Iteration 308Q: 3 clusters Score -2857174 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2857186.250000 Penalty: 5159.009277
	Iteration 309Q: 3 clusters Score -2857186 nChanged 32
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -2857186 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -2857183 nChanged 19
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -2857188 nChanged 10
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Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -2857188 nChanged 8
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Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 27356 members 
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	Iteration 314Q: 3 clusters Score -2857187 nChanged 10
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Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 27366 members 
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	Iteration 315Q: 3 clusters Score -2857190 nChanged 10
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Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -2857190 nChanged 10
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Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 27386 members 
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	Iteration 317Q: 3 clusters Score -2857188 nChanged 13
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Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -2857193.000000 Penalty: 5159.009277
	Iteration 318Q: 3 clusters Score -2857193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -2857204.500000 Penalty: 5159.009277
	Iteration 319Q: 3 clusters Score -2857204 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -2857201 nChanged 18
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Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -2857194 nChanged 24
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Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 27462 members 
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Score: -2857197.500000 Penalty: 5159.009277
	Iteration 322Q: 3 clusters Score -2857198 nChanged 19
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -2857194 nChanged 20
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 27499 members 
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	Iteration 324Q: 3 clusters Score -2857200 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2857198.000000 Penalty: 5159.009277
	Iteration 325Q: 3 clusters Score -2857198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2857198.000000 Penalty: 5159.009277
	Iteration 326Q: 3 clusters Score -2857198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2857198.750000 Penalty: 5159.009277
	Iteration 327Q: 3 clusters Score -2857199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2857201.000000 Penalty: 5159.009277
	Iteration 328Q: 3 clusters Score -2857201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2857194.000000 Penalty: 5159.009277
	Iteration 329Q: 3 clusters Score -2857194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2857199.500000 Penalty: 5159.009277
	Iteration 330Q: 3 clusters Score -2857200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -2857202.250000 Penalty: 5159.009277
	Iteration 331Q: 3 clusters Score -2857202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -2857202.000000 Penalty: 5159.009277
	Iteration 332Q: 3 clusters Score -2857202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2857201.750000 Penalty: 5159.009277
	Iteration 333Q: 3 clusters Score -2857202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2857206.750000 Penalty: 5159.009277
	Iteration 334Q: 3 clusters Score -2857207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -2857206.750000 Penalty: 5159.009277
	Iteration 335Q: 3 clusters Score -2857207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -2857207.000000 Penalty: 5159.009277
	Iteration 336Q: 3 clusters Score -2857207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -2857211.750000 Penalty: 5159.009277
	Iteration 337Q: 3 clusters Score -2857212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -2857218.250000 Penalty: 5159.009277
	Iteration 338Q: 3 clusters Score -2857218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2857218.500000 Penalty: 5159.009277
	Iteration 339Q: 3 clusters Score -2857218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -2857221.250000 Penalty: 5159.009277
	Iteration 340F: 3 clusters Score -2857221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -2857218.000000 Penalty: 5159.009277
	Iteration 341Q: 3 clusters Score -2857218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -2857223.750000 Penalty: 5159.009277
	Iteration 342Q: 3 clusters Score -2857224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -2857223.000000 Penalty: 5159.009277
	Iteration 343Q: 3 clusters Score -2857223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2857229.750000 Penalty: 5159.009277
	Iteration 344Q: 3 clusters Score -2857230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2857235.250000 Penalty: 5159.009277
	Iteration 345Q: 3 clusters Score -2857235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -2857239.250000 Penalty: 5159.009277
	Iteration 346Q: 3 clusters Score -2857239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -2857240.000000 Penalty: 5159.009277
	Iteration 347Q: 3 clusters Score -2857240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2857247.250000 Penalty: 5159.009277
	Iteration 348Q: 3 clusters Score -2857247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -2857249.250000 Penalty: 5159.009277
	Iteration 349Q: 3 clusters Score -2857249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -2857255.000000 Penalty: 5159.009277
	Iteration 350Q: 3 clusters Score -2857255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2857254.500000 Penalty: 5159.009277
	Iteration 351Q: 3 clusters Score -2857254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -2857257.250000 Penalty: 5159.009277
	Iteration 352Q: 3 clusters Score -2857257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2857260.500000 Penalty: 5159.009277
	Iteration 353Q: 3 clusters Score -2857260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -2857273.750000 Penalty: 5159.009277
	Iteration 354Q: 3 clusters Score -2857274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -2857273.000000 Penalty: 5159.009277
	Iteration 355Q: 3 clusters Score -2857273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -2857272.750000 Penalty: 5159.009277
	Iteration 356Q: 3 clusters Score -2857273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -2857274.750000 Penalty: 5159.009277
	Iteration 357Q: 3 clusters Score -2857275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -2857280.250000 Penalty: 5159.009277
	Iteration 358Q: 3 clusters Score -2857280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2857278.500000 Penalty: 5159.009277
	Iteration 359Q: 3 clusters Score -2857278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -2857278.250000 Penalty: 5159.009277
	Iteration 360F: 3 clusters Score -2857278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2857290.750000 Penalty: 5159.009277
	Iteration 361Q: 3 clusters Score -2857291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -2857288.250000 Penalty: 5159.009277
	Iteration 362Q: 3 clusters Score -2857288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -2857288.750000 Penalty: 5159.009277
	Iteration 363Q: 3 clusters Score -2857289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -2857294.000000 Penalty: 5159.009277
	Iteration 364Q: 3 clusters Score -2857294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -2857293.000000 Penalty: 5159.009277
	Iteration 365Q: 3 clusters Score -2857293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -2857298.000000 Penalty: 5159.009277
	Iteration 366Q: 3 clusters Score -2857298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -2857296.500000 Penalty: 5159.009277
	Iteration 367Q: 3 clusters Score -2857296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -2857296.000000 Penalty: 5159.009277
	Iteration 368Q: 3 clusters Score -2857296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -2857297.750000 Penalty: 5159.009277
	Iteration 369Q: 3 clusters Score -2857298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -2857298.000000 Penalty: 5159.009277
	Iteration 370Q: 3 clusters Score -2857298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2857297.000000 Penalty: 5159.009277
	Iteration 371Q: 3 clusters Score -2857297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -2857300.000000 Penalty: 5159.009277
	Iteration 372Q: 3 clusters Score -2857300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -2857300.250000 Penalty: 5159.009277
	Iteration 373Q: 3 clusters Score -2857300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2857295.000000 Penalty: 5159.009277
	Iteration 374Q: 3 clusters Score -2857295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -2857293.750000 Penalty: 5159.009277
	Iteration 375Q: 3 clusters Score -2857294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -2857296.000000 Penalty: 5159.009277
	Iteration 376Q: 3 clusters Score -2857296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -2857295.750000 Penalty: 5159.009277
	Iteration 377Q: 3 clusters Score -2857296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -2857301.000000 Penalty: 5159.009277
	Iteration 378Q: 3 clusters Score -2857301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2857306.500000 Penalty: 5159.009277
	Iteration 379Q: 3 clusters Score -2857306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -2857307.000000 Penalty: 5159.009277
	Iteration 380F: 3 clusters Score -2857307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -2857302.000000 Penalty: 5159.009277
	Iteration 381Q: 3 clusters Score -2857302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2857300.750000 Penalty: 5159.009277
	Iteration 382Q: 3 clusters Score -2857301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -2857302.000000 Penalty: 5159.009277
	Iteration 383Q: 3 clusters Score -2857302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2857301.750000 Penalty: 5159.009277
	Iteration 384Q: 3 clusters Score -2857302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -2857301.750000 Penalty: 5159.009277
	Iteration 385Q: 3 clusters Score -2857302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2857299.250000 Penalty: 5159.009277
	Iteration 386Q: 3 clusters Score -2857299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -2857303.750000 Penalty: 5159.009277
	Iteration 387Q: 3 clusters Score -2857304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -2857305.000000 Penalty: 5159.009277
	Iteration 388Q: 3 clusters Score -2857305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -2857304.000000 Penalty: 5159.009277
	Iteration 389Q: 3 clusters Score -2857304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -2857304.000000 Penalty: 5159.009277
	Iteration 390F: 3 clusters Score -2857304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Entering Unmasked Estep 
Score: -742656.250000 Penalty: 2254.650146
	Iteration 0F: 2 clusters Score -742656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -735728.375000 Penalty: 4509.300293
	Iteration 0F: 3 clusters Score -735728.4 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -737744.125000 Penalty: 4509.300293
	Iteration 1F: 3 clusters Score -737744.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -738150.937500 Penalty: 4509.300293
	Iteration 2F: 3 clusters Score -738150.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -738615.750000 Penalty: 4509.300293
	Iteration 3F: 3 clusters Score -738615.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -739225.687500 Penalty: 4509.300293
	Iteration 4F: 3 clusters Score -739225.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -739906.250000 Penalty: 4509.300293
	Iteration 5F: 3 clusters Score -739906.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -740411.812500 Penalty: 4509.300293
	Iteration 6F: 3 clusters Score -740411.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -740765.187500 Penalty: 4509.300293
	Iteration 7F: 3 clusters Score -740765.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -741010.187500 Penalty: 4509.300293
	Iteration 8Q: 3 clusters Score -741010.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -741160.812500 Penalty: 4509.300293
	Iteration 9Q: 3 clusters Score -741160.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -741245.000000 Penalty: 4509.300293
	Iteration 10Q: 3 clusters Score -741245 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -741296.875000 Penalty: 4509.300293
	Iteration 11Q: 3 clusters Score -741296.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -741323.125000 Penalty: 4509.300293
	Iteration 12Q: 3 clusters Score -741323.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -741336.500000 Penalty: 4509.300293
	Iteration 13Q: 3 clusters Score -741336.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -741345.937500 Penalty: 4509.300293
	Iteration 14Q: 3 clusters Score -741345.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -741350.500000 Penalty: 4509.300293
	Iteration 15Q: 3 clusters Score -741350.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -741353.125000 Penalty: 4509.300293
	Iteration 16Q: 3 clusters Score -741353.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -741355.500000 Penalty: 4509.300293
	Iteration 17Q: 3 clusters Score -741355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -741359.875000 Penalty: 4509.300293
	Iteration 18Q: 3 clusters Score -741359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -741361.312500 Penalty: 4509.300293
	Iteration 19Q: 3 clusters Score -741361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -741359.875000 Penalty: 4509.300293
	Iteration 20F: 3 clusters Score -741359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -741362.937500 Penalty: 4509.300293
	Iteration 21Q: 3 clusters Score -741362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -741364.312500 Penalty: 4509.300293
	Iteration 22Q: 3 clusters Score -741364.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -741366.375000 Penalty: 4509.300293
	Iteration 23Q: 3 clusters Score -741366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -741368.437500 Penalty: 4509.300293
	Iteration 24Q: 3 clusters Score -741368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -741369.500000 Penalty: 4509.300293
	Iteration 25Q: 3 clusters Score -741369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -741367.687500 Penalty: 4509.300293
	Iteration 26Q: 3 clusters Score -741367.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -741369.750000 Penalty: 4509.300293
	Iteration 27Q: 3 clusters Score -741369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -741370.250000 Penalty: 4509.300293
	Iteration 28Q: 3 clusters Score -741370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -741371.437500 Penalty: 4509.300293
	Iteration 29Q: 3 clusters Score -741371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -741371.250000 Penalty: 4509.300293
	Iteration 30Q: 3 clusters Score -741371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -741371.500000 Penalty: 4509.300293
	Iteration 31Q: 3 clusters Score -741371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -741372.187500 Penalty: 4509.300293
	Iteration 32Q: 3 clusters Score -741372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -741371.000000 Penalty: 4509.300293
	Iteration 33Q: 3 clusters Score -741371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -741371.000000 Penalty: 4509.300293
	Iteration 34F: 3 clusters Score -741371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Entering Unmasked Estep 
Score: -1319329.125000 Penalty: 2380.753174
	Iteration 0F: 2 clusters Score -1319329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1308621.875000 Penalty: 4761.506348
	Iteration 0F: 3 clusters Score -1308622 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1312336.875000 Penalty: 4761.506348
	Iteration 1F: 3 clusters Score -1312337 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1312983.125000 Penalty: 4761.506348
	Iteration 2F: 3 clusters Score -1312983 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1313659.000000 Penalty: 4761.506348
	Iteration 3F: 3 clusters Score -1313659 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1314307.750000 Penalty: 4761.506348
	Iteration 4F: 3 clusters Score -1314308 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1314954.250000 Penalty: 4761.506348
	Iteration 5F: 3 clusters Score -1314954 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1315664.750000 Penalty: 4761.506348
	Iteration 6F: 3 clusters Score -1315665 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1316371.250000 Penalty: 4761.506348
	Iteration 7F: 3 clusters Score -1316371 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1316969.000000 Penalty: 4761.506348
	Iteration 8Q: 3 clusters Score -1316969 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1317449.875000 Penalty: 4761.506348
	Iteration 9Q: 3 clusters Score -1317450 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1317771.250000 Penalty: 4761.506348
	Iteration 10Q: 3 clusters Score -1317771 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1317939.500000 Penalty: 4761.506348
	Iteration 11Q: 3 clusters Score -1317940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1318041.625000 Penalty: 4761.506348
	Iteration 12Q: 3 clusters Score -1318042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1318112.125000 Penalty: 4761.506348
	Iteration 13Q: 3 clusters Score -1318112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1318160.500000 Penalty: 4761.506348
	Iteration 14Q: 3 clusters Score -1318160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1318199.375000 Penalty: 4761.506348
	Iteration 15Q: 3 clusters Score -1318199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1318232.375000 Penalty: 4761.506348
	Iteration 16Q: 3 clusters Score -1318232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1318251.125000 Penalty: 4761.506348
	Iteration 17Q: 3 clusters Score -1318251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1318267.500000 Penalty: 4761.506348
	Iteration 18Q: 3 clusters Score -1318268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1318272.500000 Penalty: 4761.506348
	Iteration 19Q: 3 clusters Score -1318272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1318281.000000 Penalty: 4761.506348
	Iteration 20F: 3 clusters Score -1318281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1318286.375000 Penalty: 4761.506348
	Iteration 21Q: 3 clusters Score -1318286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1318289.125000 Penalty: 4761.506348
	Iteration 22Q: 3 clusters Score -1318289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1318293.375000 Penalty: 4761.506348
	Iteration 23Q: 3 clusters Score -1318293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1318293.625000 Penalty: 4761.506348
	Iteration 24Q: 3 clusters Score -1318294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1318296.125000 Penalty: 4761.506348
	Iteration 25Q: 3 clusters Score -1318296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1318304.250000 Penalty: 4761.506348
	Iteration 26Q: 3 clusters Score -1318304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1318303.500000 Penalty: 4761.506348
	Iteration 27Q: 3 clusters Score -1318304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1318307.125000 Penalty: 4761.506348
	Iteration 28Q: 3 clusters Score -1318307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1318309.750000 Penalty: 4761.506348
	Iteration 29Q: 3 clusters Score -1318310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1318308.750000 Penalty: 4761.506348
	Iteration 30Q: 3 clusters Score -1318309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1318310.000000 Penalty: 4761.506348
	Iteration 31Q: 3 clusters Score -1318310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1318310.500000 Penalty: 4761.506348
	Iteration 32Q: 3 clusters Score -1318310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1318310.625000 Penalty: 4761.506348
	Iteration 33Q: 3 clusters Score -1318311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1318311.250000 Penalty: 4761.506348
	Iteration 34Q: 3 clusters Score -1318311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1318312.125000 Penalty: 4761.506348
	Iteration 35Q: 3 clusters Score -1318312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1318312.500000 Penalty: 4761.506348
	Iteration 36Q: 3 clusters Score -1318312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1318313.375000 Penalty: 4761.506348
	Iteration 37Q: 3 clusters Score -1318313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1318316.625000 Penalty: 4761.506348
	Iteration 38Q: 3 clusters Score -1318317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1318318.250000 Penalty: 4761.506348
	Iteration 39Q: 3 clusters Score -1318318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1318325.000000 Penalty: 4761.506348
	Iteration 40F: 3 clusters Score -1318325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1318329.500000 Penalty: 4761.506348
	Iteration 41Q: 3 clusters Score -1318330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1318333.000000 Penalty: 4761.506348
	Iteration 42Q: 3 clusters Score -1318333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1318335.875000 Penalty: 4761.506348
	Iteration 43Q: 3 clusters Score -1318336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1318337.875000 Penalty: 4761.506348
	Iteration 44Q: 3 clusters Score -1318338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1318337.625000 Penalty: 4761.506348
	Iteration 45Q: 3 clusters Score -1318338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1318335.375000 Penalty: 4761.506348
	Iteration 46Q: 3 clusters Score -1318335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1318336.750000 Penalty: 4761.506348
	Iteration 47Q: 3 clusters Score -1318337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1318339.625000 Penalty: 4761.506348
	Iteration 48Q: 3 clusters Score -1318340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1318340.750000 Penalty: 4761.506348
	Iteration 49Q: 3 clusters Score -1318341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1318339.750000 Penalty: 4761.506348
	Iteration 50Q: 3 clusters Score -1318340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1318339.750000 Penalty: 4761.506348
	Iteration 51F: 3 clusters Score -1318340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -22592.232422 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -22592.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21280.640625 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -21280.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21372.332031 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -21372.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21402.044922 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -21402.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21405.558594 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -21405.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21413.285156 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -21413.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21415.435547 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -21415.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21417.822266 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -21417.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21417.822266 Penalty: 2834.011475
	Iteration 7F: 3 clusters Score -21417.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -316604.000000 Penalty: 2082.358398
	Iteration 0F: 2 clusters Score -316604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -312489.906250 Penalty: 4164.716797
	Iteration 0F: 3 clusters Score -312489.9 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -313703.125000 Penalty: 4164.716797
	Iteration 1F: 3 clusters Score -313703.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -314199.031250 Penalty: 4164.716797
	Iteration 2F: 3 clusters Score -314199 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -314516.343750 Penalty: 4164.716797
	Iteration 3F: 3 clusters Score -314516.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -314708.781250 Penalty: 4164.716797
	Iteration 4F: 3 clusters Score -314708.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314868.906250 Penalty: 4164.716797
	Iteration 5Q: 3 clusters Score -314868.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -315021.250000 Penalty: 4164.716797
	Iteration 6Q: 3 clusters Score -315021.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -315142.843750 Penalty: 4164.716797
	Iteration 7Q: 3 clusters Score -315142.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315248.656250 Penalty: 4164.716797
	Iteration 8Q: 3 clusters Score -315248.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -315341.281250 Penalty: 4164.716797
	Iteration 9Q: 3 clusters Score -315341.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -315418.343750 Penalty: 4164.716797
	Iteration 10Q: 3 clusters Score -315418.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -315482.062500 Penalty: 4164.716797
	Iteration 11Q: 3 clusters Score -315482.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -315522.218750 Penalty: 4164.716797
	Iteration 12Q: 3 clusters Score -315522.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315556.968750 Penalty: 4164.716797
	Iteration 13Q: 3 clusters Score -315557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -315587.656250 Penalty: 4164.716797
	Iteration 14Q: 3 clusters Score -315587.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315623.031250 Penalty: 4164.716797
	Iteration 15Q: 3 clusters Score -315623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -315650.312500 Penalty: 4164.716797
	Iteration 16Q: 3 clusters Score -315650.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315666.531250 Penalty: 4164.716797
	Iteration 17Q: 3 clusters Score -315666.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -315682.281250 Penalty: 4164.716797
	Iteration 18Q: 3 clusters Score -315682.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -315692.218750 Penalty: 4164.716797
	Iteration 19Q: 3 clusters Score -315692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -315697.437500 Penalty: 4164.716797
	Iteration 20F: 3 clusters Score -315697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315702.812500 Penalty: 4164.716797
	Iteration 21Q: 3 clusters Score -315702.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -315706.000000 Penalty: 4164.716797
	Iteration 22Q: 3 clusters Score -315706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -315708.937500 Penalty: 4164.716797
	Iteration 23Q: 3 clusters Score -315708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -315709.125000 Penalty: 4164.716797
	Iteration 24Q: 3 clusters Score -315709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -315710.625000 Penalty: 4164.716797
	Iteration 25Q: 3 clusters Score -315710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -315712.531250 Penalty: 4164.716797
	Iteration 26Q: 3 clusters Score -315712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -315713.875000 Penalty: 4164.716797
	Iteration 27Q: 3 clusters Score -315713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -315716.000000 Penalty: 4164.716797
	Iteration 28Q: 3 clusters Score -315716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -315717.906250 Penalty: 4164.716797
	Iteration 29Q: 3 clusters Score -315717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -315721.031250 Penalty: 4164.716797
	Iteration 30Q: 3 clusters Score -315721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -315724.687500 Penalty: 4164.716797
	Iteration 31Q: 3 clusters Score -315724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -315727.375000 Penalty: 4164.716797
	Iteration 32Q: 3 clusters Score -315727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -315730.843750 Penalty: 4164.716797
	Iteration 33Q: 3 clusters Score -315730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -315740.187500 Penalty: 4164.716797
	Iteration 34Q: 3 clusters Score -315740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -315742.000000 Penalty: 4164.716797
	Iteration 35Q: 3 clusters Score -315742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -315743.218750 Penalty: 4164.716797
	Iteration 36Q: 3 clusters Score -315743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -315744.187500 Penalty: 4164.716797
	Iteration 37Q: 3 clusters Score -315744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -315745.125000 Penalty: 4164.716797
	Iteration 38Q: 3 clusters Score -315745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -315746.281250 Penalty: 4164.716797
	Iteration 39Q: 3 clusters Score -315746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -315746.531250 Penalty: 4164.716797
	Iteration 40F: 3 clusters Score -315746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -429046.343750 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -429046.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -424437.562500 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -424437.6 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -425550.718750 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -425550.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -425740.750000 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -425740.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -425878.750000 Penalty: 4245.790527
	Iteration 3Q: 3 clusters Score -425878.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -426017.531250 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -426017.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -426156.218750 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -426156.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -426296.156250 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -426296.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -426469.562500 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -426469.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -426700.218750 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -426700.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -426913.562500 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -426913.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -427100.562500 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -427100.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -427277.906250 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -427277.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -427438.187500 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -427438.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -427543.281250 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -427543.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -427622.218750 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -427622.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -427705.562500 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -427705.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -427766.187500 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -427766.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -427811.156250 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -427811.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -427856.937500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -427856.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -427903.718750 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -427903.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -427940.031250 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -427940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -427978.250000 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -427978.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -428022.687500 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -428022.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -428068.812500 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -428068.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -428156.218750 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -428156.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -428292.875000 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -428292.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -428489.312500 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -428489.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -428748.406250 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -428748.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -429193.718750 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -429193.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -429619.437500 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -429619.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -429888.468750 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -429888.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -429969.656250 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -429969.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -429999.812500 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -429999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -430007.343750 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -430007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -430009.468750 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -430009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -430010.437500 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -430010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -430012.375000 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -430012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -430012.718750 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -430012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -430013.093750 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -430013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -430014.531250 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -430014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -430019.156250 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -430019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -430024.937500 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -430024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -430027.125000 Penalty: 4245.790527
	Iteration 42Q: 3 clusters Score -430027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -430028.625000 Penalty: 4245.790527
	Iteration 43Q: 3 clusters Score -430028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -430029.656250 Penalty: 4245.790527
	Iteration 44Q: 3 clusters Score -430029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -430029.656250 Penalty: 4245.790527
	Iteration 45Q: 3 clusters Score -430029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -430029.656250 Penalty: 4245.790527
	Iteration 46F: 3 clusters Score -430029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143383 members 
Mstep: Class 5 contains 188809 members 
Mstep: Class 6 contains 382591 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 3534 members 
Entering Unmasked Estep 
Score: -146469536.000000 Penalty: 99641.851562
Splitting cluster 13 changes total score from -146470272.000000 to -146469536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -321261.187500 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -321261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317387.531250 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -317387.5 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -318342.000000 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -318342 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -318732.718750 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -318732.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -319015.468750 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -319015.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -319251.687500 Penalty: 4114.468262
	Iteration 4F: 3 clusters Score -319251.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -319464.968750 Penalty: 4114.468262
	Iteration 5Q: 3 clusters Score -319465 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -319620.250000 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -319620.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -319787.437500 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -319787.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -319983.250000 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -319983.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -320168.343750 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -320168.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -320298.187500 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -320298.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -320383.718750 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -320383.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -320454.812500 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -320454.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -320491.562500 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -320491.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -320517.218750 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -320517.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -320536.375000 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -320536.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -320548.750000 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -320548.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -320558.937500 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -320558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -320562.000000 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -320562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -320566.375000 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -320566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -320571.968750 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -320572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -320578.687500 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -320578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -320580.125000 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -320580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -320581.781250 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -320581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -320582.125000 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -320582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -320583.312500 Penalty: 4114.468262
	Iteration 25Q: 3 clusters Score -320583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -320585.218750 Penalty: 4114.468262
	Iteration 26Q: 3 clusters Score -320585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -320587.781250 Penalty: 4114.468262
	Iteration 27Q: 3 clusters Score -320587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -320589.250000 Penalty: 4114.468262
	Iteration 28Q: 3 clusters Score -320589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -320590.093750 Penalty: 4114.468262
	Iteration 29Q: 3 clusters Score -320590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -320589.968750 Penalty: 4114.468262
	Iteration 30Q: 3 clusters Score -320590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -320590.312500 Penalty: 4114.468262
	Iteration 31Q: 3 clusters Score -320590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -320590.312500 Penalty: 4114.468262
	Iteration 32F: 3 clusters Score -320590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Entering Unmasked Estep 
Score: -13989872.000000 Penalty: 2965.300049
	Iteration 0F: 2 clusters Score -1.398987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -13885302.000000 Penalty: 5930.600098
	Iteration 0F: 3 clusters Score -1.38853e+07 nChanged 74427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -13928816.000000 Penalty: 5930.600098
	Iteration 1F: 3 clusters Score -1.392882e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -13929985.000000 Penalty: 5930.600098
	Iteration 2Q: 3 clusters Score -1.392998e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -13931219.000000 Penalty: 5930.600098
	Iteration 3Q: 3 clusters Score -1.393122e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -13932782.000000 Penalty: 5930.600098
	Iteration 4Q: 3 clusters Score -1.393278e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -13934836.000000 Penalty: 5930.600098
	Iteration 5Q: 3 clusters Score -1.393484e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -13937743.000000 Penalty: 5930.600098
	Iteration 6Q: 3 clusters Score -1.393774e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -13942188.000000 Penalty: 5930.600098
	Iteration 7F: 3 clusters Score -1.394219e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -13948611.000000 Penalty: 5930.600098
	Iteration 8F: 3 clusters Score -1.394861e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -13955565.000000 Penalty: 5930.600098
	Iteration 9F: 3 clusters Score -1.395556e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -13961491.000000 Penalty: 5930.600098
	Iteration 10F: 3 clusters Score -1.396149e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -13965711.000000 Penalty: 5930.600098
	Iteration 11Q: 3 clusters Score -1.396571e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115832 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -13968305.000000 Penalty: 5930.600098
	Iteration 12Q: 3 clusters Score -1.39683e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119569 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -13970267.000000 Penalty: 5930.600098
	Iteration 13Q: 3 clusters Score -1.397027e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123077 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -13971847.000000 Penalty: 5930.600098
	Iteration 14Q: 3 clusters Score -1.397185e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -13973335.000000 Penalty: 5930.600098
	Iteration 15Q: 3 clusters Score -1.397334e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -13974747.000000 Penalty: 5930.600098
	Iteration 16Q: 3 clusters Score -1.397475e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -13976168.000000 Penalty: 5930.600098
	Iteration 17Q: 3 clusters Score -1.397617e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135961 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -13977601.000000 Penalty: 5930.600098
	Iteration 18Q: 3 clusters Score -1.39776e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -13979110.000000 Penalty: 5930.600098
	Iteration 19Q: 3 clusters Score -1.397911e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -13980546.000000 Penalty: 5930.600098
	Iteration 20F: 3 clusters Score -1.398055e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144183 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -13981885.000000 Penalty: 5930.600098
	Iteration 21Q: 3 clusters Score -1.398188e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -13983073.000000 Penalty: 5930.600098
	Iteration 22Q: 3 clusters Score -1.398307e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148332 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -13984199.000000 Penalty: 5930.600098
	Iteration 23Q: 3 clusters Score -1.39842e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149892 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -13985059.000000 Penalty: 5930.600098
	Iteration 24Q: 3 clusters Score -1.398506e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -13985615.000000 Penalty: 5930.600098
	Iteration 25Q: 3 clusters Score -1.398562e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -13986090.000000 Penalty: 5930.600098
	Iteration 26Q: 3 clusters Score -1.398609e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -13986459.000000 Penalty: 5930.600098
	Iteration 27Q: 3 clusters Score -1.398646e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -13986693.000000 Penalty: 5930.600098
	Iteration 28Q: 3 clusters Score -1.398669e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13986835.000000 Penalty: 5930.600098
	Iteration 29Q: 3 clusters Score -1.398684e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13986955.000000 Penalty: 5930.600098
	Iteration 30Q: 3 clusters Score -1.398696e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13987037.000000 Penalty: 5930.600098
	Iteration 31Q: 3 clusters Score -1.398704e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13987117.000000 Penalty: 5930.600098
	Iteration 32Q: 3 clusters Score -1.398712e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13987180.000000 Penalty: 5930.600098
	Iteration 33Q: 3 clusters Score -1.398718e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13987203.000000 Penalty: 5930.600098
	Iteration 34Q: 3 clusters Score -1.39872e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13987250.000000 Penalty: 5930.600098
	Iteration 35Q: 3 clusters Score -1.398725e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13987268.000000 Penalty: 5930.600098
	Iteration 36Q: 3 clusters Score -1.398727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13987290.000000 Penalty: 5930.600098
	Iteration 37Q: 3 clusters Score -1.398729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13987315.000000 Penalty: 5930.600098
	Iteration 38Q: 3 clusters Score -1.398732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13987321.000000 Penalty: 5930.600098
	Iteration 39Q: 3 clusters Score -1.398732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154633 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13987332.000000 Penalty: 5930.600098
	Iteration 40F: 3 clusters Score -1.398733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13987339.000000 Penalty: 5930.600098
	Iteration 41Q: 3 clusters Score -1.398734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -13987351.000000 Penalty: 5930.600098
	Iteration 42Q: 3 clusters Score -1.398735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13987355.000000 Penalty: 5930.600098
	Iteration 43Q: 3 clusters Score -1.398736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13987359.000000 Penalty: 5930.600098
	Iteration 44Q: 3 clusters Score -1.398736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13987349.000000 Penalty: 5930.600098
	Iteration 45Q: 3 clusters Score -1.398735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13987359.000000 Penalty: 5930.600098
	Iteration 46Q: 3 clusters Score -1.398736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13987353.000000 Penalty: 5930.600098
	Iteration 47Q: 3 clusters Score -1.398735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13987361.000000 Penalty: 5930.600098
	Iteration 48Q: 3 clusters Score -1.398736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154698 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13987377.000000 Penalty: 5930.600098
	Iteration 49Q: 3 clusters Score -1.398738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13987393.000000 Penalty: 5930.600098
	Iteration 50Q: 3 clusters Score -1.398739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13987393.000000 Penalty: 5930.600098
	Iteration 51Q: 3 clusters Score -1.398739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -13987396.000000 Penalty: 5930.600098
	Iteration 52Q: 3 clusters Score -1.39874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13987394.000000 Penalty: 5930.600098
	Iteration 53Q: 3 clusters Score -1.398739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13987395.000000 Penalty: 5930.600098
	Iteration 54Q: 3 clusters Score -1.39874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13987405.000000 Penalty: 5930.600098
	Iteration 55Q: 3 clusters Score -1.39874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13987393.000000 Penalty: 5930.600098
	Iteration 56Q: 3 clusters Score -1.398739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13987389.000000 Penalty: 5930.600098
	Iteration 57Q: 3 clusters Score -1.398739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13987396.000000 Penalty: 5930.600098
	Iteration 58Q: 3 clusters Score -1.39874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13987395.000000 Penalty: 5930.600098
	Iteration 59Q: 3 clusters Score -1.39874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13987399.000000 Penalty: 5930.600098
	Iteration 60F: 3 clusters Score -1.39874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13987411.000000 Penalty: 5930.600098
	Iteration 61Q: 3 clusters Score -1.398741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13987406.000000 Penalty: 5930.600098
	Iteration 62Q: 3 clusters Score -1.398741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13987413.000000 Penalty: 5930.600098
	Iteration 63Q: 3 clusters Score -1.398741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13987407.000000 Penalty: 5930.600098
	Iteration 64Q: 3 clusters Score -1.398741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13987406.000000 Penalty: 5930.600098
	Iteration 65Q: 3 clusters Score -1.398741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13987407.000000 Penalty: 5930.600098
	Iteration 66Q: 3 clusters Score -1.398741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13987407.000000 Penalty: 5930.600098
	Iteration 67F: 3 clusters Score -1.398741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Entering Unmasked Estep 
Score: -1535548.750000 Penalty: 2430.513672
	Iteration 0F: 2 clusters Score -1535549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1522771.500000 Penalty: 4861.027344
	Iteration 0F: 3 clusters Score -1522772 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1526967.375000 Penalty: 4861.027344
	Iteration 1F: 3 clusters Score -1526967 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1527531.875000 Penalty: 4861.027344
	Iteration 2F: 3 clusters Score -1527532 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1528229.250000 Penalty: 4861.027344
	Iteration 3F: 3 clusters Score -1528229 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1528974.625000 Penalty: 4861.027344
	Iteration 4F: 3 clusters Score -1528975 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1529819.750000 Penalty: 4861.027344
	Iteration 5F: 3 clusters Score -1529820 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1530833.625000 Penalty: 4861.027344
	Iteration 6F: 3 clusters Score -1530834 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1531796.375000 Penalty: 4861.027344
	Iteration 7F: 3 clusters Score -1531796 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1532492.625000 Penalty: 4861.027344
	Iteration 8F: 3 clusters Score -1532493 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1533034.000000 Penalty: 4861.027344
	Iteration 9Q: 3 clusters Score -1533034 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1533408.125000 Penalty: 4861.027344
	Iteration 10Q: 3 clusters Score -1533408 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1533694.750000 Penalty: 4861.027344
	Iteration 11Q: 3 clusters Score -1533695 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1533902.750000 Penalty: 4861.027344
	Iteration 12Q: 3 clusters Score -1533903 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1534048.750000 Penalty: 4861.027344
	Iteration 13Q: 3 clusters Score -1534049 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1534169.375000 Penalty: 4861.027344
	Iteration 14Q: 3 clusters Score -1534169 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1534259.125000 Penalty: 4861.027344
	Iteration 15Q: 3 clusters Score -1534259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1534321.125000 Penalty: 4861.027344
	Iteration 16Q: 3 clusters Score -1534321 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1534363.000000 Penalty: 4861.027344
	Iteration 17Q: 3 clusters Score -1534363 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1534398.250000 Penalty: 4861.027344
	Iteration 18Q: 3 clusters Score -1534398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1534431.875000 Penalty: 4861.027344
	Iteration 19Q: 3 clusters Score -1534432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1534462.750000 Penalty: 4861.027344
	Iteration 20F: 3 clusters Score -1534463 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1534495.000000 Penalty: 4861.027344
	Iteration 21Q: 3 clusters Score -1534495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1534515.625000 Penalty: 4861.027344
	Iteration 22Q: 3 clusters Score -1534516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1534549.250000 Penalty: 4861.027344
	Iteration 23Q: 3 clusters Score -1534549 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1534567.000000 Penalty: 4861.027344
	Iteration 24Q: 3 clusters Score -1534567 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1534585.625000 Penalty: 4861.027344
	Iteration 25Q: 3 clusters Score -1534586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1534596.250000 Penalty: 4861.027344
	Iteration 26Q: 3 clusters Score -1534596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1534609.875000 Penalty: 4861.027344
	Iteration 27Q: 3 clusters Score -1534610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1534617.125000 Penalty: 4861.027344
	Iteration 28Q: 3 clusters Score -1534617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1534623.750000 Penalty: 4861.027344
	Iteration 29Q: 3 clusters Score -1534624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1534630.125000 Penalty: 4861.027344
	Iteration 30Q: 3 clusters Score -1534630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1534635.375000 Penalty: 4861.027344
	Iteration 31Q: 3 clusters Score -1534635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1534636.375000 Penalty: 4861.027344
	Iteration 32Q: 3 clusters Score -1534636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1534644.375000 Penalty: 4861.027344
	Iteration 33Q: 3 clusters Score -1534644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1534647.125000 Penalty: 4861.027344
	Iteration 34Q: 3 clusters Score -1534647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1534654.375000 Penalty: 4861.027344
	Iteration 35Q: 3 clusters Score -1534654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1534655.000000 Penalty: 4861.027344
	Iteration 36Q: 3 clusters Score -1534655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1534656.750000 Penalty: 4861.027344
	Iteration 37Q: 3 clusters Score -1534657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1534657.125000 Penalty: 4861.027344
	Iteration 38Q: 3 clusters Score -1534657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1534661.375000 Penalty: 4861.027344
	Iteration 39Q: 3 clusters Score -1534661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1534664.375000 Penalty: 4861.027344
	Iteration 40F: 3 clusters Score -1534664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1534664.125000 Penalty: 4861.027344
	Iteration 41Q: 3 clusters Score -1534664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1534665.875000 Penalty: 4861.027344
	Iteration 42Q: 3 clusters Score -1534666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1534667.250000 Penalty: 4861.027344
	Iteration 43Q: 3 clusters Score -1534667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1534671.125000 Penalty: 4861.027344
	Iteration 44Q: 3 clusters Score -1534671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1534668.875000 Penalty: 4861.027344
	Iteration 45Q: 3 clusters Score -1534669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1534670.375000 Penalty: 4861.027344
	Iteration 46Q: 3 clusters Score -1534670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1534671.875000 Penalty: 4861.027344
	Iteration 47Q: 3 clusters Score -1534672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1534672.375000 Penalty: 4861.027344
	Iteration 48Q: 3 clusters Score -1534672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1534668.500000 Penalty: 4861.027344
	Iteration 49Q: 3 clusters Score -1534668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1534671.750000 Penalty: 4861.027344
	Iteration 50Q: 3 clusters Score -1534672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1534674.125000 Penalty: 4861.027344
	Iteration 51Q: 3 clusters Score -1534674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1534676.875000 Penalty: 4861.027344
	Iteration 52Q: 3 clusters Score -1534677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1534674.750000 Penalty: 4861.027344
	Iteration 53Q: 3 clusters Score -1534675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1534670.875000 Penalty: 4861.027344
	Iteration 54Q: 3 clusters Score -1534671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1534671.500000 Penalty: 4861.027344
	Iteration 55Q: 3 clusters Score -1534672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1534674.875000 Penalty: 4861.027344
	Iteration 56Q: 3 clusters Score -1534675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1534678.000000 Penalty: 4861.027344
	Iteration 57Q: 3 clusters Score -1534678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1534677.250000 Penalty: 4861.027344
	Iteration 58Q: 3 clusters Score -1534677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1534679.875000 Penalty: 4861.027344
	Iteration 59Q: 3 clusters Score -1534680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1534682.125000 Penalty: 4861.027344
	Iteration 60F: 3 clusters Score -1534682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1534682.250000 Penalty: 4861.027344
	Iteration 61Q: 3 clusters Score -1534682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1534684.000000 Penalty: 4861.027344
	Iteration 62Q: 3 clusters Score -1534684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1534684.000000 Penalty: 4861.027344
	Iteration 63Q: 3 clusters Score -1534684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1534684.250000 Penalty: 4861.027344
	Iteration 64Q: 3 clusters Score -1534684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1534688.500000 Penalty: 4861.027344
	Iteration 65Q: 3 clusters Score -1534688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1534690.000000 Penalty: 4861.027344
	Iteration 66Q: 3 clusters Score -1534690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1534690.875000 Penalty: 4861.027344
	Iteration 67Q: 3 clusters Score -1534691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1534692.875000 Penalty: 4861.027344
	Iteration 68Q: 3 clusters Score -1534693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1534695.625000 Penalty: 4861.027344
	Iteration 69Q: 3 clusters Score -1534696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1534689.000000 Penalty: 4861.027344
	Iteration 70Q: 3 clusters Score -1534689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1534691.125000 Penalty: 4861.027344
	Iteration 71Q: 3 clusters Score -1534691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1534692.250000 Penalty: 4861.027344
	Iteration 72Q: 3 clusters Score -1534692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1534692.000000 Penalty: 4861.027344
	Iteration 73Q: 3 clusters Score -1534692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1534692.000000 Penalty: 4861.027344
	Iteration 74F: 3 clusters Score -1534692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Entering Unmasked Estep 
Score: -2382472.750000 Penalty: 2524.720215
	Iteration 0F: 2 clusters Score -2382473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2364391.500000 Penalty: 5049.440430
	Iteration 0F: 3 clusters Score -2364392 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2370834.000000 Penalty: 5049.440430
	Iteration 1F: 3 clusters Score -2370834 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2371444.250000 Penalty: 5049.440430
	Iteration 2F: 3 clusters Score -2371444 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2372074.000000 Penalty: 5049.440430
	Iteration 3F: 3 clusters Score -2372074 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2372781.750000 Penalty: 5049.440430
	Iteration 4F: 3 clusters Score -2372782 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2373471.250000 Penalty: 5049.440430
	Iteration 5F: 3 clusters Score -2373471 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2374133.500000 Penalty: 5049.440430
	Iteration 6F: 3 clusters Score -2374134 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2374768.250000 Penalty: 5049.440430
	Iteration 7Q: 3 clusters Score -2374768 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2375446.250000 Penalty: 5049.440430
	Iteration 8Q: 3 clusters Score -2375446 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2376262.000000 Penalty: 5049.440430
	Iteration 9Q: 3 clusters Score -2376262 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2377177.250000 Penalty: 5049.440430
	Iteration 10Q: 3 clusters Score -2377177 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2378181.000000 Penalty: 5049.440430
	Iteration 11Q: 3 clusters Score -2378181 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2379071.250000 Penalty: 5049.440430
	Iteration 12Q: 3 clusters Score -2379071 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2379649.500000 Penalty: 5049.440430
	Iteration 13Q: 3 clusters Score -2379650 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2380022.500000 Penalty: 5049.440430
	Iteration 14Q: 3 clusters Score -2380022 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2380244.250000 Penalty: 5049.440430
	Iteration 15Q: 3 clusters Score -2380244 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2380382.000000 Penalty: 5049.440430
	Iteration 16Q: 3 clusters Score -2380382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2380489.750000 Penalty: 5049.440430
	Iteration 17Q: 3 clusters Score -2380490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2380580.500000 Penalty: 5049.440430
	Iteration 18Q: 3 clusters Score -2380580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2380660.000000 Penalty: 5049.440430
	Iteration 19Q: 3 clusters Score -2380660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -2380732.250000 Penalty: 5049.440430
	Iteration 20F: 3 clusters Score -2380732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -2380779.000000 Penalty: 5049.440430
	Iteration 21Q: 3 clusters Score -2380779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2380818.250000 Penalty: 5049.440430
	Iteration 22Q: 3 clusters Score -2380818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2380852.500000 Penalty: 5049.440430
	Iteration 23Q: 3 clusters Score -2380852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2380882.250000 Penalty: 5049.440430
	Iteration 24Q: 3 clusters Score -2380882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2380905.500000 Penalty: 5049.440430
	Iteration 25Q: 3 clusters Score -2380906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2380916.250000 Penalty: 5049.440430
	Iteration 26Q: 3 clusters Score -2380916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2380926.250000 Penalty: 5049.440430
	Iteration 27Q: 3 clusters Score -2380926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2380931.750000 Penalty: 5049.440430
	Iteration 28Q: 3 clusters Score -2380932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2380935.500000 Penalty: 5049.440430
	Iteration 29Q: 3 clusters Score -2380936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2380943.500000 Penalty: 5049.440430
	Iteration 30Q: 3 clusters Score -2380944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2380946.750000 Penalty: 5049.440430
	Iteration 31Q: 3 clusters Score -2380947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2380951.250000 Penalty: 5049.440430
	Iteration 32Q: 3 clusters Score -2380951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2380949.750000 Penalty: 5049.440430
	Iteration 33Q: 3 clusters Score -2380950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2380951.750000 Penalty: 5049.440430
	Iteration 34Q: 3 clusters Score -2380952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2380953.000000 Penalty: 5049.440430
	Iteration 35Q: 3 clusters Score -2380953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2380950.500000 Penalty: 5049.440430
	Iteration 36Q: 3 clusters Score -2380950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2380960.250000 Penalty: 5049.440430
	Iteration 37Q: 3 clusters Score -2380960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2380959.000000 Penalty: 5049.440430
	Iteration 38Q: 3 clusters Score -2380959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2380959.000000 Penalty: 5049.440430
	Iteration 39F: 3 clusters Score -2380959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -349031.156250 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -349031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -345041.500000 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -345041.5 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -345966.312500 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -345966.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -346182.531250 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -346182.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -346319.406250 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -346319.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -346427.656250 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -346427.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -346532.437500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -346532.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -346620.062500 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -346620.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -346704.406250 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -346704.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -346792.718750 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -346792.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -346869.562500 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -346869.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -346955.843750 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -346955.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -347038.500000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -347038.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -347138.812500 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -347138.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -347235.343750 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -347235.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -347317.312500 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -347317.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -347378.406250 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -347378.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -347435.125000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -347435.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -347498.843750 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -347498.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -347561.187500 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -347561.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -347618.718750 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -347618.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -347715.593750 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -347715.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -347809.250000 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -347809.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -347888.468750 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -347888.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -347975.562500 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -347975.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -348064.062500 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -348064.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -348172.562500 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -348172.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -348266.406250 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -348266.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -348361.906250 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -348361.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -348457.812500 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -348457.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -348504.718750 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -348504.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -348529.093750 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -348529.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -348547.156250 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -348547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -348553.187500 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -348553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -348555.781250 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -348555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -348557.187500 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -348557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -348558.468750 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -348558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -348558.468750 Penalty: 4137.575684
	Iteration 36F: 3 clusters Score -348558.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Entering Unmasked Estep 
Score: -2099122.250000 Penalty: 2506.748291
	Iteration 0F: 2 clusters Score -2099122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2082153.125000 Penalty: 5013.496582
	Iteration 0F: 3 clusters Score -2082153 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2087999.500000 Penalty: 5013.496582
	Iteration 1F: 3 clusters Score -2088000 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2088462.000000 Penalty: 5013.496582
	Iteration 2F: 3 clusters Score -2088462 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2088914.250000 Penalty: 5013.496582
	Iteration 3Q: 3 clusters Score -2088914 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2089426.125000 Penalty: 5013.496582
	Iteration 4Q: 3 clusters Score -2089426 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2090030.750000 Penalty: 5013.496582
	Iteration 5Q: 3 clusters Score -2090031 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2090722.125000 Penalty: 5013.496582
	Iteration 6Q: 3 clusters Score -2090722 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2091488.000000 Penalty: 5013.496582
	Iteration 7F: 3 clusters Score -2091488 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2092234.250000 Penalty: 5013.496582
	Iteration 8Q: 3 clusters Score -2092234 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2092990.375000 Penalty: 5013.496582
	Iteration 9F: 3 clusters Score -2092990 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2093608.625000 Penalty: 5013.496582
	Iteration 10Q: 3 clusters Score -2093609 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2093994.500000 Penalty: 5013.496582
	Iteration 11Q: 3 clusters Score -2093994 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2094259.375000 Penalty: 5013.496582
	Iteration 12Q: 3 clusters Score -2094259 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2094437.500000 Penalty: 5013.496582
	Iteration 13Q: 3 clusters Score -2094438 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2094567.875000 Penalty: 5013.496582
	Iteration 14Q: 3 clusters Score -2094568 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2094644.250000 Penalty: 5013.496582
	Iteration 15Q: 3 clusters Score -2094644 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2094697.125000 Penalty: 5013.496582
	Iteration 16Q: 3 clusters Score -2094697 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2094743.125000 Penalty: 5013.496582
	Iteration 17Q: 3 clusters Score -2094743 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2094778.125000 Penalty: 5013.496582
	Iteration 18Q: 3 clusters Score -2094778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2094796.000000 Penalty: 5013.496582
	Iteration 19Q: 3 clusters Score -2094796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2094813.750000 Penalty: 5013.496582
	Iteration 20F: 3 clusters Score -2094814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2094837.375000 Penalty: 5013.496582
	Iteration 21Q: 3 clusters Score -2094837 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2094856.875000 Penalty: 5013.496582
	Iteration 22Q: 3 clusters Score -2094857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2094869.750000 Penalty: 5013.496582
	Iteration 23Q: 3 clusters Score -2094870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2094886.250000 Penalty: 5013.496582
	Iteration 24Q: 3 clusters Score -2094886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2094902.125000 Penalty: 5013.496582
	Iteration 25Q: 3 clusters Score -2094902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2094913.625000 Penalty: 5013.496582
	Iteration 26Q: 3 clusters Score -2094914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2094921.250000 Penalty: 5013.496582
	Iteration 27Q: 3 clusters Score -2094921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2094925.125000 Penalty: 5013.496582
	Iteration 28Q: 3 clusters Score -2094925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2094933.750000 Penalty: 5013.496582
	Iteration 29Q: 3 clusters Score -2094934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2094942.875000 Penalty: 5013.496582
	Iteration 30Q: 3 clusters Score -2094943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2094954.875000 Penalty: 5013.496582
	Iteration 31Q: 3 clusters Score -2094955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2094952.500000 Penalty: 5013.496582
	Iteration 32Q: 3 clusters Score -2094952 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2094967 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2094974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2094977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2094995 nChanged 73
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Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2094996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2095005 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2095020 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2095044 nChanged 101
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2095051 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2095072 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2095087 nChanged 98
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2095096 nChanged 108
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Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2095136 nChanged 139
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Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2095161 nChanged 142
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Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2095179 nChanged 138
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Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2095211 nChanged 134
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Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2095241 nChanged 136
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Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2095258 nChanged 149
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Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2095315 nChanged 165
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Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2095360 nChanged 168
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Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2095388 nChanged 183
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Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2095446 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2095822 nChanged 321
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Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2096199 nChanged 360
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2096422 nChanged 354
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Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2096604 nChanged 292
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 19106 members 
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	Iteration 65Q: 3 clusters Score -2096740 nChanged 280
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Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2096854 nChanged 253
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Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2097037 nChanged 173
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Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2097089 nChanged 168
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Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2097140 nChanged 162
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Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2097187 nChanged 132
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Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2097227 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2097253 nChanged 72
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Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2097264 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2097283 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2097307 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2097313 nChanged 61
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Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2097330 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2097346 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2097367 nChanged 63
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Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2097374 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2097380 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2097391.250000 Penalty: 5013.496582
	Iteration 83Q: 3 clusters Score -2097391 nChanged 42
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Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2097394 nChanged 40
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Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2097401 nChanged 40
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Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2097415 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2097420 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2097424 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2097428 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2097432 nChanged 27
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Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 21474 members 
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	Iteration 91Q: 3 clusters Score -2097439 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2097440 nChanged 20
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Mstep: Class 1 contains 3021 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2097448 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2097452 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2972 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2097458 nChanged 17
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Mstep: Class 1 contains 2955 members 
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	Iteration 96Q: 3 clusters Score -2097459 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2097464 nChanged 19
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Mstep: Class 1 contains 2919 members 
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Entering Unmasked Estep 
Score: -2097461.750000 Penalty: 5013.496582
	Iteration 98Q: 3 clusters Score -2097462 nChanged 19
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Mstep: Class 1 contains 2900 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2097467 nChanged 12
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2097464 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2097474 nChanged 11
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Mstep: Class 1 contains 2863 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2097477 nChanged 14
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Mstep: Class 1 contains 2849 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2097479 nChanged 11
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Mstep: Class 1 contains 2838 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2097477 nChanged 11
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Mstep: Class 1 contains 2827 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2097479 nChanged 20
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Mstep: Class 1 contains 2807 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2097481 nChanged 19
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Mstep: Class 1 contains 2790 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2097483 nChanged 15
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Mstep: Class 1 contains 2775 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2097484 nChanged 18
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Mstep: Class 1 contains 2757 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2097488 nChanged 18
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Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2097494 nChanged 19
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Mstep: Class 1 contains 2720 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2097500 nChanged 23
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Mstep: Class 1 contains 2697 members 
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	Iteration 112Q: 3 clusters Score -2097502 nChanged 26
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Mstep: Class 1 contains 2671 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2097511 nChanged 14
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Mstep: Class 1 contains 2657 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2097512 nChanged 10
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Mstep: Class 1 contains 2647 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2097510 nChanged 8
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Mstep: Class 1 contains 2639 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2097515 nChanged 11
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Mstep: Class 1 contains 2628 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2097519 nChanged 14
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Entering Unmasked Estep 
Score: -2097521.000000 Penalty: 5013.496582
	Iteration 118Q: 3 clusters Score -2097521 nChanged 12
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Mstep: Class 1 contains 2602 members 
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Entering Unmasked Estep 
Score: -2097525.250000 Penalty: 5013.496582
	Iteration 119Q: 3 clusters Score -2097525 nChanged 13
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Mstep: Class 1 contains 2589 members 
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Entering Unmasked Estep 
Score: -2097523.500000 Penalty: 5013.496582
	Iteration 120F: 3 clusters Score -2097524 nChanged 18
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Mstep: Class 1 contains 2571 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2097527 nChanged 19
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Mstep: Class 1 contains 2552 members 
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Entering Unmasked Estep 
Score: -2097529.750000 Penalty: 5013.496582
	Iteration 122Q: 3 clusters Score -2097530 nChanged 11
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Mstep: Class 1 contains 2541 members 
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Entering Unmasked Estep 
Score: -2097534.250000 Penalty: 5013.496582
	Iteration 123Q: 3 clusters Score -2097534 nChanged 21
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Entering Unmasked Estep 
Score: -2097536.750000 Penalty: 5013.496582
	Iteration 124Q: 3 clusters Score -2097537 nChanged 12
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Entering Unmasked Estep 
Score: -2097538.250000 Penalty: 5013.496582
	Iteration 125Q: 3 clusters Score -2097538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2097541.000000 Penalty: 5013.496582
	Iteration 126Q: 3 clusters Score -2097541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2097541.000000 Penalty: 5013.496582
	Iteration 127Q: 3 clusters Score -2097541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2097547.750000 Penalty: 5013.496582
	Iteration 128Q: 3 clusters Score -2097548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2097554.000000 Penalty: 5013.496582
	Iteration 129Q: 3 clusters Score -2097554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2097559.500000 Penalty: 5013.496582
	Iteration 130Q: 3 clusters Score -2097560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2097559.000000 Penalty: 5013.496582
	Iteration 131Q: 3 clusters Score -2097559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2097562.000000 Penalty: 5013.496582
	Iteration 132Q: 3 clusters Score -2097562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2097566.000000 Penalty: 5013.496582
	Iteration 133Q: 3 clusters Score -2097566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2097567.750000 Penalty: 5013.496582
	Iteration 134Q: 3 clusters Score -2097568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2097565.250000 Penalty: 5013.496582
	Iteration 135Q: 3 clusters Score -2097565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2097564.250000 Penalty: 5013.496582
	Iteration 136Q: 3 clusters Score -2097564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2097562.750000 Penalty: 5013.496582
	Iteration 137Q: 3 clusters Score -2097563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2097567.000000 Penalty: 5013.496582
	Iteration 138Q: 3 clusters Score -2097567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2097568.250000 Penalty: 5013.496582
	Iteration 139Q: 3 clusters Score -2097568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2097569.500000 Penalty: 5013.496582
	Iteration 140F: 3 clusters Score -2097570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2097569.750000 Penalty: 5013.496582
	Iteration 141Q: 3 clusters Score -2097570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2097571.000000 Penalty: 5013.496582
	Iteration 142Q: 3 clusters Score -2097571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2097571.750000 Penalty: 5013.496582
	Iteration 143Q: 3 clusters Score -2097572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2097571.750000 Penalty: 5013.496582
	Iteration 144Q: 3 clusters Score -2097572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2097572.000000 Penalty: 5013.496582
	Iteration 145Q: 3 clusters Score -2097572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2097574.500000 Penalty: 5013.496582
	Iteration 146Q: 3 clusters Score -2097574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2097574.500000 Penalty: 5013.496582
	Iteration 147F: 3 clusters Score -2097574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Entering Unmasked Estep 
Score: -5719708.500000 Penalty: 2742.940186
	Iteration 0F: 2 clusters Score -5719708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5676970.500000 Penalty: 5485.880371
	Iteration 0F: 3 clusters Score -5676970 nChanged 29636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -5694117.000000 Penalty: 5485.880371
	Iteration 1F: 3 clusters Score -5694117 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -5695152.000000 Penalty: 5485.880371
	Iteration 2Q: 3 clusters Score -5695152 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5696638.500000 Penalty: 5485.880371
	Iteration 3Q: 3 clusters Score -5696638 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -5698581.500000 Penalty: 5485.880371
	Iteration 4F: 3 clusters Score -5698582 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5701124.500000 Penalty: 5485.880371
	Iteration 5F: 3 clusters Score -5701124 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5704271.500000 Penalty: 5485.880371
	Iteration 6F: 3 clusters Score -5704272 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5707516.500000 Penalty: 5485.880371
	Iteration 7F: 3 clusters Score -5707516 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -5710555.000000 Penalty: 5485.880371
	Iteration 8F: 3 clusters Score -5710555 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5712762.000000 Penalty: 5485.880371
	Iteration 9Q: 3 clusters Score -5712762 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -5714173.000000 Penalty: 5485.880371
	Iteration 10Q: 3 clusters Score -5714173 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -5715004.000000 Penalty: 5485.880371
	Iteration 11Q: 3 clusters Score -5715004 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -5715586.000000 Penalty: 5485.880371
	Iteration 12Q: 3 clusters Score -5715586 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -5716080.000000 Penalty: 5485.880371
	Iteration 13Q: 3 clusters Score -5716080 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -5716464.000000 Penalty: 5485.880371
	Iteration 14Q: 3 clusters Score -5716464 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -5716744.000000 Penalty: 5485.880371
	Iteration 15Q: 3 clusters Score -5716744 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -5716978.500000 Penalty: 5485.880371
	Iteration 16Q: 3 clusters Score -5716978 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -5717164.500000 Penalty: 5485.880371
	Iteration 17Q: 3 clusters Score -5717164 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -5717310.500000 Penalty: 5485.880371
	Iteration 18Q: 3 clusters Score -5717310 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -5717448.000000 Penalty: 5485.880371
	Iteration 19Q: 3 clusters Score -5717448 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -5717583.000000 Penalty: 5485.880371
	Iteration 20F: 3 clusters Score -5717583 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -5717755.000000 Penalty: 5485.880371
	Iteration 21Q: 3 clusters Score -5717755 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -5717829.000000 Penalty: 5485.880371
	Iteration 22Q: 3 clusters Score -5717829 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -5717973.000000 Penalty: 5485.880371
	Iteration 23Q: 3 clusters Score -5717973 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -5718079.500000 Penalty: 5485.880371
	Iteration 24Q: 3 clusters Score -5718080 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -5718157.000000 Penalty: 5485.880371
	Iteration 25Q: 3 clusters Score -5718157 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -5718212.500000 Penalty: 5485.880371
	Iteration 26Q: 3 clusters Score -5718212 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -5718255.000000 Penalty: 5485.880371
	Iteration 27Q: 3 clusters Score -5718255 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -5718312.500000 Penalty: 5485.880371
	Iteration 28Q: 3 clusters Score -5718312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -5718351.500000 Penalty: 5485.880371
	Iteration 29Q: 3 clusters Score -5718352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -5718389.500000 Penalty: 5485.880371
	Iteration 30Q: 3 clusters Score -5718390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -5718418.000000 Penalty: 5485.880371
	Iteration 31Q: 3 clusters Score -5718418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -5718432.500000 Penalty: 5485.880371
	Iteration 32Q: 3 clusters Score -5718432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -5718442.500000 Penalty: 5485.880371
	Iteration 33Q: 3 clusters Score -5718442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -5718444.000000 Penalty: 5485.880371
	Iteration 34Q: 3 clusters Score -5718444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -5718441.500000 Penalty: 5485.880371
	Iteration 35Q: 3 clusters Score -5718442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -5718451.500000 Penalty: 5485.880371
	Iteration 36Q: 3 clusters Score -5718452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -5718460.500000 Penalty: 5485.880371
	Iteration 37Q: 3 clusters Score -5718460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -5718477.000000 Penalty: 5485.880371
	Iteration 38Q: 3 clusters Score -5718477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -5718487.500000 Penalty: 5485.880371
	Iteration 39Q: 3 clusters Score -5718488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -5718496.500000 Penalty: 5485.880371
	Iteration 40F: 3 clusters Score -5718496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -5718493.500000 Penalty: 5485.880371
	Iteration 41Q: 3 clusters Score -5718494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -5718502.000000 Penalty: 5485.880371
	Iteration 42Q: 3 clusters Score -5718502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -5718506.000000 Penalty: 5485.880371
	Iteration 43Q: 3 clusters Score -5718506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -5718500.500000 Penalty: 5485.880371
	Iteration 44Q: 3 clusters Score -5718500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -5718503.000000 Penalty: 5485.880371
	Iteration 45Q: 3 clusters Score -5718503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -5718507.000000 Penalty: 5485.880371
	Iteration 46Q: 3 clusters Score -5718507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -5718507.500000 Penalty: 5485.880371
	Iteration 47Q: 3 clusters Score -5718508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -5718514.500000 Penalty: 5485.880371
	Iteration 48Q: 3 clusters Score -5718514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -5718517.000000 Penalty: 5485.880371
	Iteration 49Q: 3 clusters Score -5718517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -5718519.000000 Penalty: 5485.880371
	Iteration 50Q: 3 clusters Score -5718519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -5718530.500000 Penalty: 5485.880371
	Iteration 51Q: 3 clusters Score -5718530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -5718523.000000 Penalty: 5485.880371
	Iteration 52Q: 3 clusters Score -5718523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -5718530.000000 Penalty: 5485.880371
	Iteration 53Q: 3 clusters Score -5718530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -5718535.500000 Penalty: 5485.880371
	Iteration 54Q: 3 clusters Score -5718536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -5718538.500000 Penalty: 5485.880371
	Iteration 55Q: 3 clusters Score -5718538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -5718532.500000 Penalty: 5485.880371
	Iteration 56Q: 3 clusters Score -5718532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -5718537.500000 Penalty: 5485.880371
	Iteration 57Q: 3 clusters Score -5718538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -5718539.500000 Penalty: 5485.880371
	Iteration 58Q: 3 clusters Score -5718540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -5718534.000000 Penalty: 5485.880371
	Iteration 59Q: 3 clusters Score -5718534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -5718534.000000 Penalty: 5485.880371
	Iteration 60F: 3 clusters Score -5718534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -5718539.500000 Penalty: 5485.880371
	Iteration 61Q: 3 clusters Score -5718540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -5718537.500000 Penalty: 5485.880371
	Iteration 62Q: 3 clusters Score -5718538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -5718535.000000 Penalty: 5485.880371
	Iteration 63Q: 3 clusters Score -5718535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -5718539.000000 Penalty: 5485.880371
	Iteration 64Q: 3 clusters Score -5718539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -5718547.000000 Penalty: 5485.880371
	Iteration 65Q: 3 clusters Score -5718547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -5718540.000000 Penalty: 5485.880371
	Iteration 66Q: 3 clusters Score -5718540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -5718550.000000 Penalty: 5485.880371
	Iteration 67Q: 3 clusters Score -5718550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -5718545.500000 Penalty: 5485.880371
	Iteration 68Q: 3 clusters Score -5718546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -5718545.500000 Penalty: 5485.880371
	Iteration 69F: 3 clusters Score -5718546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -652734.562500 Penalty: 2220.823242
	Iteration 0F: 2 clusters Score -652734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -646491.187500 Penalty: 4441.646484
	Iteration 0F: 3 clusters Score -646491.2 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -648250.000000 Penalty: 4441.646484
	Iteration 1F: 3 clusters Score -648250 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -648545.062500 Penalty: 4441.646484
	Iteration 2F: 3 clusters Score -648545.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -648738.125000 Penalty: 4441.646484
	Iteration 3Q: 3 clusters Score -648738.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -648905.062500 Penalty: 4441.646484
	Iteration 4Q: 3 clusters Score -648905.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -649043.125000 Penalty: 4441.646484
	Iteration 5Q: 3 clusters Score -649043.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -649187.000000 Penalty: 4441.646484
	Iteration 6Q: 3 clusters Score -649187 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -649305.687500 Penalty: 4441.646484
	Iteration 7Q: 3 clusters Score -649305.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -649433.375000 Penalty: 4441.646484
	Iteration 8Q: 3 clusters Score -649433.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -649555.062500 Penalty: 4441.646484
	Iteration 9Q: 3 clusters Score -649555.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -649679.312500 Penalty: 4441.646484
	Iteration 10Q: 3 clusters Score -649679.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -649793.687500 Penalty: 4441.646484
	Iteration 11Q: 3 clusters Score -649793.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -649919.500000 Penalty: 4441.646484
	Iteration 12Q: 3 clusters Score -649919.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -650060.562500 Penalty: 4441.646484
	Iteration 13Q: 3 clusters Score -650060.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -650200.687500 Penalty: 4441.646484
	Iteration 14Q: 3 clusters Score -650200.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -650374.312500 Penalty: 4441.646484
	Iteration 15Q: 3 clusters Score -650374.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -650531.000000 Penalty: 4441.646484
	Iteration 16Q: 3 clusters Score -650531 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -650633.062500 Penalty: 4441.646484
	Iteration 17Q: 3 clusters Score -650633.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -650711.375000 Penalty: 4441.646484
	Iteration 18Q: 3 clusters Score -650711.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -650780.250000 Penalty: 4441.646484
	Iteration 19Q: 3 clusters Score -650780.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -650839.062500 Penalty: 4441.646484
	Iteration 20F: 3 clusters Score -650839.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -650884.500000 Penalty: 4441.646484
	Iteration 21Q: 3 clusters Score -650884.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -650919.312500 Penalty: 4441.646484
	Iteration 22Q: 3 clusters Score -650919.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -650952.750000 Penalty: 4441.646484
	Iteration 23Q: 3 clusters Score -650952.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -650990.750000 Penalty: 4441.646484
	Iteration 24Q: 3 clusters Score -650990.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -651019.500000 Penalty: 4441.646484
	Iteration 25Q: 3 clusters Score -651019.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -651045.312500 Penalty: 4441.646484
	Iteration 26Q: 3 clusters Score -651045.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -651075.312500 Penalty: 4441.646484
	Iteration 27Q: 3 clusters Score -651075.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -651106.625000 Penalty: 4441.646484
	Iteration 28Q: 3 clusters Score -651106.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -651132.625000 Penalty: 4441.646484
	Iteration 29Q: 3 clusters Score -651132.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -651154.625000 Penalty: 4441.646484
	Iteration 30Q: 3 clusters Score -651154.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -651174.937500 Penalty: 4441.646484
	Iteration 31Q: 3 clusters Score -651174.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -651192.687500 Penalty: 4441.646484
	Iteration 32Q: 3 clusters Score -651192.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -651211.687500 Penalty: 4441.646484
	Iteration 33Q: 3 clusters Score -651211.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -651234.062500 Penalty: 4441.646484
	Iteration 34Q: 3 clusters Score -651234.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -651257.500000 Penalty: 4441.646484
	Iteration 35Q: 3 clusters Score -651257.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -651280.125000 Penalty: 4441.646484
	Iteration 36Q: 3 clusters Score -651280.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -651297.125000 Penalty: 4441.646484
	Iteration 37Q: 3 clusters Score -651297.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -651312.125000 Penalty: 4441.646484
	Iteration 38Q: 3 clusters Score -651312.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -651328.000000 Penalty: 4441.646484
	Iteration 39Q: 3 clusters Score -651328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -651343.875000 Penalty: 4441.646484
	Iteration 40F: 3 clusters Score -651343.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -651362.187500 Penalty: 4441.646484
	Iteration 41Q: 3 clusters Score -651362.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -651381.187500 Penalty: 4441.646484
	Iteration 42Q: 3 clusters Score -651381.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -651415.562500 Penalty: 4441.646484
	Iteration 43Q: 3 clusters Score -651415.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -651468.937500 Penalty: 4441.646484
	Iteration 44Q: 3 clusters Score -651468.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -651541.937500 Penalty: 4441.646484
	Iteration 45Q: 3 clusters Score -651541.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -651577.375000 Penalty: 4441.646484
	Iteration 46Q: 3 clusters Score -651577.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -651594.875000 Penalty: 4441.646484
	Iteration 47Q: 3 clusters Score -651594.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -651602.500000 Penalty: 4441.646484
	Iteration 48Q: 3 clusters Score -651602.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -651611.250000 Penalty: 4441.646484
	Iteration 49Q: 3 clusters Score -651611.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -651616.562500 Penalty: 4441.646484
	Iteration 50Q: 3 clusters Score -651616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -651619.937500 Penalty: 4441.646484
	Iteration 51Q: 3 clusters Score -651619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -651619.812500 Penalty: 4441.646484
	Iteration 52Q: 3 clusters Score -651619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -651621.875000 Penalty: 4441.646484
	Iteration 53Q: 3 clusters Score -651621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -651624.312500 Penalty: 4441.646484
	Iteration 54Q: 3 clusters Score -651624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -651624.687500 Penalty: 4441.646484
	Iteration 55Q: 3 clusters Score -651624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -651626.437500 Penalty: 4441.646484
	Iteration 56Q: 3 clusters Score -651626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -651630.750000 Penalty: 4441.646484
	Iteration 57Q: 3 clusters Score -651630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -651629.625000 Penalty: 4441.646484
	Iteration 58Q: 3 clusters Score -651629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -651631.125000 Penalty: 4441.646484
	Iteration 59Q: 3 clusters Score -651631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -651633.062500 Penalty: 4441.646484
	Iteration 60F: 3 clusters Score -651633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -651632.750000 Penalty: 4441.646484
	Iteration 61Q: 3 clusters Score -651632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -651634.375000 Penalty: 4441.646484
	Iteration 62Q: 3 clusters Score -651634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -651634.375000 Penalty: 4441.646484
	Iteration 63F: 3 clusters Score -651634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Entering Unmasked Estep 
Score: -1997751.000000 Penalty: 2497.899414
	Iteration 0F: 2 clusters Score -1997751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1981289.125000 Penalty: 4995.798828
	Iteration 0F: 3 clusters Score -1981289 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1987182.625000 Penalty: 4995.798828
	Iteration 1F: 3 clusters Score -1987183 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1987921.000000 Penalty: 4995.798828
	Iteration 2F: 3 clusters Score -1987921 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1988623.625000 Penalty: 4995.798828
	Iteration 3F: 3 clusters Score -1988624 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1989321.375000 Penalty: 4995.798828
	Iteration 4F: 3 clusters Score -1989321 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1990046.000000 Penalty: 4995.798828
	Iteration 5F: 3 clusters Score -1990046 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1990754.375000 Penalty: 4995.798828
	Iteration 6F: 3 clusters Score -1990754 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1991424.500000 Penalty: 4995.798828
	Iteration 7Q: 3 clusters Score -1991424 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1992120.375000 Penalty: 4995.798828
	Iteration 8Q: 3 clusters Score -1992120 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1992785.125000 Penalty: 4995.798828
	Iteration 9Q: 3 clusters Score -1992785 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1993434.375000 Penalty: 4995.798828
	Iteration 10Q: 3 clusters Score -1993434 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1993963.750000 Penalty: 4995.798828
	Iteration 11Q: 3 clusters Score -1993964 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1994427.625000 Penalty: 4995.798828
	Iteration 12Q: 3 clusters Score -1994428 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1994895.500000 Penalty: 4995.798828
	Iteration 13Q: 3 clusters Score -1994896 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1995345.500000 Penalty: 4995.798828
	Iteration 14Q: 3 clusters Score -1995346 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1995748.750000 Penalty: 4995.798828
	Iteration 15Q: 3 clusters Score -1995749 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1996091.250000 Penalty: 4995.798828
	Iteration 16Q: 3 clusters Score -1996091 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1996365.125000 Penalty: 4995.798828
	Iteration 17Q: 3 clusters Score -1996365 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1996546.625000 Penalty: 4995.798828
	Iteration 18Q: 3 clusters Score -1996547 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1996678.750000 Penalty: 4995.798828
	Iteration 19Q: 3 clusters Score -1996679 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1996750.625000 Penalty: 4995.798828
	Iteration 20F: 3 clusters Score -1996751 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1996812.500000 Penalty: 4995.798828
	Iteration 21Q: 3 clusters Score -1996812 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1996838.500000 Penalty: 4995.798828
	Iteration 22Q: 3 clusters Score -1996838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1996857.250000 Penalty: 4995.798828
	Iteration 23Q: 3 clusters Score -1996857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1996868.625000 Penalty: 4995.798828
	Iteration 24Q: 3 clusters Score -1996869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1996886.750000 Penalty: 4995.798828
	Iteration 25Q: 3 clusters Score -1996887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1996891.125000 Penalty: 4995.798828
	Iteration 26Q: 3 clusters Score -1996891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1996906.750000 Penalty: 4995.798828
	Iteration 27Q: 3 clusters Score -1996907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1996916.000000 Penalty: 4995.798828
	Iteration 28Q: 3 clusters Score -1996916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1996919.250000 Penalty: 4995.798828
	Iteration 29Q: 3 clusters Score -1996919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1996926.875000 Penalty: 4995.798828
	Iteration 30Q: 3 clusters Score -1996927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1996936.875000 Penalty: 4995.798828
	Iteration 31Q: 3 clusters Score -1996937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1996945.875000 Penalty: 4995.798828
	Iteration 32Q: 3 clusters Score -1996946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1996956.125000 Penalty: 4995.798828
	Iteration 33Q: 3 clusters Score -1996956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1996975.875000 Penalty: 4995.798828
	Iteration 34Q: 3 clusters Score -1996976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1997006.750000 Penalty: 4995.798828
	Iteration 35Q: 3 clusters Score -1997007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1997067.625000 Penalty: 4995.798828
	Iteration 36Q: 3 clusters Score -1997068 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1997191.375000 Penalty: 4995.798828
	Iteration 37Q: 3 clusters Score -1997191 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1997410.750000 Penalty: 4995.798828
	Iteration 38Q: 3 clusters Score -1997411 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1997737.750000 Penalty: 4995.798828
	Iteration 39Q: 3 clusters Score -1997738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1998010.625000 Penalty: 4995.798828
	Iteration 40F: 3 clusters Score -1998011 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1998096.250000 Penalty: 4995.798828
	Iteration 41Q: 3 clusters Score -1998096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1998114.250000 Penalty: 4995.798828
	Iteration 42Q: 3 clusters Score -1998114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1998129.625000 Penalty: 4995.798828
	Iteration 43Q: 3 clusters Score -1998130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1998130.750000 Penalty: 4995.798828
	Iteration 44Q: 3 clusters Score -1998131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1998130.250000 Penalty: 4995.798828
	Iteration 45Q: 3 clusters Score -1998130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1998133.750000 Penalty: 4995.798828
	Iteration 46Q: 3 clusters Score -1998134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1998136.750000 Penalty: 4995.798828
	Iteration 47Q: 3 clusters Score -1998137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1998135.875000 Penalty: 4995.798828
	Iteration 48Q: 3 clusters Score -1998136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1998134.000000 Penalty: 4995.798828
	Iteration 49Q: 3 clusters Score -1998134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1998136.375000 Penalty: 4995.798828
	Iteration 50Q: 3 clusters Score -1998136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1998138.000000 Penalty: 4995.798828
	Iteration 51Q: 3 clusters Score -1998138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1998138.250000 Penalty: 4995.798828
	Iteration 52Q: 3 clusters Score -1998138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1998139.625000 Penalty: 4995.798828
	Iteration 53Q: 3 clusters Score -1998140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1998139.625000 Penalty: 4995.798828
	Iteration 54F: 3 clusters Score -1998140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 397041 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 143383 members 
Mstep: Class 5 contains 188809 members 
Mstep: Class 6 contains 382591 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 18042 members 
Mstep: Class 17 contains 26379 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 63592 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 57819 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 23575 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 19337 members 
Entering Unmasked Estep 
Score: -146469600.000000 Penalty: 99641.851562
Splitting cluster 22 changes total score from -146470272.000000 to -146469600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (57819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Entering Unmasked Estep 
Score: -5216199.000000 Penalty: 2719.337891
	Iteration 0F: 2 clusters Score -5216199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -5177457.000000 Penalty: 5438.675781
	Iteration 0F: 3 clusters Score -5177457 nChanged 26786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5192562.500000 Penalty: 5438.675781
	Iteration 1F: 3 clusters Score -5192562 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5193441.000000 Penalty: 5438.675781
	Iteration 2Q: 3 clusters Score -5193441 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5194330.500000 Penalty: 5438.675781
	Iteration 3Q: 3 clusters Score -5194330 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5195538.000000 Penalty: 5438.675781
	Iteration 4Q: 3 clusters Score -5195538 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5197023.500000 Penalty: 5438.675781
	Iteration 5Q: 3 clusters Score -5197024 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -5198780.000000 Penalty: 5438.675781
	Iteration 6F: 3 clusters Score -5198780 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5200733.500000 Penalty: 5438.675781
	Iteration 7F: 3 clusters Score -5200734 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -5202872.000000 Penalty: 5438.675781
	Iteration 8F: 3 clusters Score -5202872 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5204647.000000 Penalty: 5438.675781
	Iteration 9F: 3 clusters Score -5204647 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5205686.000000 Penalty: 5438.675781
	Iteration 10Q: 3 clusters Score -5205686 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5206145.500000 Penalty: 5438.675781
	Iteration 11Q: 3 clusters Score -5206146 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5206330.000000 Penalty: 5438.675781
	Iteration 12Q: 3 clusters Score -5206330 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -5206413.000000 Penalty: 5438.675781
	Iteration 13Q: 3 clusters Score -5206413 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5206464.500000 Penalty: 5438.675781
	Iteration 14Q: 3 clusters Score -5206464 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5206495.500000 Penalty: 5438.675781
	Iteration 15Q: 3 clusters Score -5206496 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -5206531.500000 Penalty: 5438.675781
	Iteration 16Q: 3 clusters Score -5206532 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5206576.000000 Penalty: 5438.675781
	Iteration 17Q: 3 clusters Score -5206576 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -5206613.000000 Penalty: 5438.675781
	Iteration 18Q: 3 clusters Score -5206613 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5206643.000000 Penalty: 5438.675781
	Iteration 19Q: 3 clusters Score -5206643 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -5206670.500000 Penalty: 5438.675781
	Iteration 20F: 3 clusters Score -5206670 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5206683.500000 Penalty: 5438.675781
	Iteration 21Q: 3 clusters Score -5206684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -5206717.500000 Penalty: 5438.675781
	Iteration 22Q: 3 clusters Score -5206718 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5206748.000000 Penalty: 5438.675781
	Iteration 23Q: 3 clusters Score -5206748 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5206767.500000 Penalty: 5438.675781
	Iteration 24Q: 3 clusters Score -5206768 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5206797.500000 Penalty: 5438.675781
	Iteration 25Q: 3 clusters Score -5206798 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -5206840.000000 Penalty: 5438.675781
	Iteration 26Q: 3 clusters Score -5206840 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5206854.500000 Penalty: 5438.675781
	Iteration 27Q: 3 clusters Score -5206854 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5206880.500000 Penalty: 5438.675781
	Iteration 28Q: 3 clusters Score -5206880 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5206946.500000 Penalty: 5438.675781
	Iteration 29Q: 3 clusters Score -5206946 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -5207001.500000 Penalty: 5438.675781
	Iteration 30Q: 3 clusters Score -5207002 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -5207031.500000 Penalty: 5438.675781
	Iteration 31Q: 3 clusters Score -5207032 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5207045.500000 Penalty: 5438.675781
	Iteration 32Q: 3 clusters Score -5207046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -5207081.500000 Penalty: 5438.675781
	Iteration 33Q: 3 clusters Score -5207082 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -5207100.500000 Penalty: 5438.675781
	Iteration 34Q: 3 clusters Score -5207100 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -5207144.500000 Penalty: 5438.675781
	Iteration 35Q: 3 clusters Score -5207144 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5207156.500000 Penalty: 5438.675781
	Iteration 36Q: 3 clusters Score -5207156 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5207210.500000 Penalty: 5438.675781
	Iteration 37Q: 3 clusters Score -5207210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -5207262.500000 Penalty: 5438.675781
	Iteration 38Q: 3 clusters Score -5207262 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5207281.500000 Penalty: 5438.675781
	Iteration 39Q: 3 clusters Score -5207282 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -5207312.500000 Penalty: 5438.675781
	Iteration 40F: 3 clusters Score -5207312 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -5207338.000000 Penalty: 5438.675781
	Iteration 41Q: 3 clusters Score -5207338 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -5207362.500000 Penalty: 5438.675781
	Iteration 42Q: 3 clusters Score -5207362 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5207393.500000 Penalty: 5438.675781
	Iteration 43Q: 3 clusters Score -5207394 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5207422.000000 Penalty: 5438.675781
	Iteration 44Q: 3 clusters Score -5207422 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5207444.500000 Penalty: 5438.675781
	Iteration 45Q: 3 clusters Score -5207444 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5207488.000000 Penalty: 5438.675781
	Iteration 46Q: 3 clusters Score -5207488 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5207521.500000 Penalty: 5438.675781
	Iteration 47Q: 3 clusters Score -5207522 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -5207537.500000 Penalty: 5438.675781
	Iteration 48Q: 3 clusters Score -5207538 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5207567.000000 Penalty: 5438.675781
	Iteration 49Q: 3 clusters Score -5207567 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -5207591.500000 Penalty: 5438.675781
	Iteration 50Q: 3 clusters Score -5207592 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5207661.000000 Penalty: 5438.675781
	Iteration 51Q: 3 clusters Score -5207661 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5207695.500000 Penalty: 5438.675781
	Iteration 52Q: 3 clusters Score -5207696 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -5207777.500000 Penalty: 5438.675781
	Iteration 53Q: 3 clusters Score -5207778 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -5207856.500000 Penalty: 5438.675781
	Iteration 54Q: 3 clusters Score -5207856 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5207935.500000 Penalty: 5438.675781
	Iteration 55Q: 3 clusters Score -5207936 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5208036.000000 Penalty: 5438.675781
	Iteration 56Q: 3 clusters Score -5208036 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -5208111.000000 Penalty: 5438.675781
	Iteration 57Q: 3 clusters Score -5208111 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5208234.500000 Penalty: 5438.675781
	Iteration 58Q: 3 clusters Score -5208234 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5208375.000000 Penalty: 5438.675781
	Iteration 59Q: 3 clusters Score -5208375 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5208511.500000 Penalty: 5438.675781
	Iteration 60F: 3 clusters Score -5208512 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5208654.000000 Penalty: 5438.675781
	Iteration 61Q: 3 clusters Score -5208654 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -5208840.500000 Penalty: 5438.675781
	Iteration 62Q: 3 clusters Score -5208840 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -5209008.500000 Penalty: 5438.675781
	Iteration 63Q: 3 clusters Score -5209008 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5209210.500000 Penalty: 5438.675781
	Iteration 64Q: 3 clusters Score -5209210 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5209422.500000 Penalty: 5438.675781
	Iteration 65Q: 3 clusters Score -5209422 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5209663.000000 Penalty: 5438.675781
	Iteration 66Q: 3 clusters Score -5209663 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5209910.000000 Penalty: 5438.675781
	Iteration 67Q: 3 clusters Score -5209910 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5210130.500000 Penalty: 5438.675781
	Iteration 68Q: 3 clusters Score -5210130 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5210367.500000 Penalty: 5438.675781
	Iteration 69Q: 3 clusters Score -5210368 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -5210606.000000 Penalty: 5438.675781
	Iteration 70Q: 3 clusters Score -5210606 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -5210857.000000 Penalty: 5438.675781
	Iteration 71Q: 3 clusters Score -5210857 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -5211133.500000 Penalty: 5438.675781
	Iteration 72Q: 3 clusters Score -5211134 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -5211374.500000 Penalty: 5438.675781
	Iteration 73Q: 3 clusters Score -5211374 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5211620.000000 Penalty: 5438.675781
	Iteration 74Q: 3 clusters Score -5211620 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -5211836.000000 Penalty: 5438.675781
	Iteration 75Q: 3 clusters Score -5211836 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -5212111.000000 Penalty: 5438.675781
	Iteration 76Q: 3 clusters Score -5212111 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -5212351.000000 Penalty: 5438.675781
	Iteration 77Q: 3 clusters Score -5212351 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -5212553.500000 Penalty: 5438.675781
	Iteration 78Q: 3 clusters Score -5212554 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -5212755.000000 Penalty: 5438.675781
	Iteration 79Q: 3 clusters Score -5212755 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -5212946.500000 Penalty: 5438.675781
	Iteration 80F: 3 clusters Score -5212946 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -5213109.500000 Penalty: 5438.675781
	Iteration 81Q: 3 clusters Score -5213110 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -5213222.000000 Penalty: 5438.675781
	Iteration 82Q: 3 clusters Score -5213222 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -5213330.000000 Penalty: 5438.675781
	Iteration 83Q: 3 clusters Score -5213330 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -5213460.500000 Penalty: 5438.675781
	Iteration 84Q: 3 clusters Score -5213460 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -5213547.000000 Penalty: 5438.675781
	Iteration 85Q: 3 clusters Score -5213547 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -5213622.500000 Penalty: 5438.675781
	Iteration 86Q: 3 clusters Score -5213622 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -5213699.000000 Penalty: 5438.675781
	Iteration 87Q: 3 clusters Score -5213699 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -5213774.000000 Penalty: 5438.675781
	Iteration 88Q: 3 clusters Score -5213774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -5213844.000000 Penalty: 5438.675781
	Iteration 89Q: 3 clusters Score -5213844 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -5213905.000000 Penalty: 5438.675781
	Iteration 90Q: 3 clusters Score -5213905 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -5213982.500000 Penalty: 5438.675781
	Iteration 91Q: 3 clusters Score -5213982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -5214032.500000 Penalty: 5438.675781
	Iteration 92Q: 3 clusters Score -5214032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -5214073.500000 Penalty: 5438.675781
	Iteration 93Q: 3 clusters Score -5214074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -5214103.500000 Penalty: 5438.675781
	Iteration 94Q: 3 clusters Score -5214104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -5214110.000000 Penalty: 5438.675781
	Iteration 95Q: 3 clusters Score -5214110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -5214128.500000 Penalty: 5438.675781
	Iteration 96Q: 3 clusters Score -5214128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -5214135.500000 Penalty: 5438.675781
	Iteration 97Q: 3 clusters Score -5214136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -5214146.000000 Penalty: 5438.675781
	Iteration 98Q: 3 clusters Score -5214146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -5214155.000000 Penalty: 5438.675781
	Iteration 99Q: 3 clusters Score -5214155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -5214158.500000 Penalty: 5438.675781
	Iteration 100F: 3 clusters Score -5214158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -5214156.500000 Penalty: 5438.675781
	Iteration 101Q: 3 clusters Score -5214156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -5214170.000000 Penalty: 5438.675781
	Iteration 102Q: 3 clusters Score -5214170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -5214173.000000 Penalty: 5438.675781
	Iteration 103Q: 3 clusters Score -5214173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -5214168.000000 Penalty: 5438.675781
	Iteration 104Q: 3 clusters Score -5214168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -5214170.500000 Penalty: 5438.675781
	Iteration 105Q: 3 clusters Score -5214170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -5214164.500000 Penalty: 5438.675781
	Iteration 106Q: 3 clusters Score -5214164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -5214166.000000 Penalty: 5438.675781
	Iteration 107Q: 3 clusters Score -5214166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -5214163.500000 Penalty: 5438.675781
	Iteration 108Q: 3 clusters Score -5214164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -5214169.500000 Penalty: 5438.675781
	Iteration 109Q: 3 clusters Score -5214170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -5214171.000000 Penalty: 5438.675781
	Iteration 110Q: 3 clusters Score -5214171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -5214171.000000 Penalty: 5438.675781
	Iteration 111F: 3 clusters Score -5214171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Entering Unmasked Estep 
Score: -3265555.750000 Penalty: 2614.100098
	Iteration 0F: 2 clusters Score -3265556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3239735.250000 Penalty: 5228.200195
	Iteration 0F: 3 clusters Score -3239735 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3249382.500000 Penalty: 5228.200195
	Iteration 1F: 3 clusters Score -3249382 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3250137.500000 Penalty: 5228.200195
	Iteration 2Q: 3 clusters Score -3250138 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3251097.000000 Penalty: 5228.200195
	Iteration 3Q: 3 clusters Score -3251097 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3252278.000000 Penalty: 5228.200195
	Iteration 4F: 3 clusters Score -3252278 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3253613.500000 Penalty: 5228.200195
	Iteration 5F: 3 clusters Score -3253614 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3254881.000000 Penalty: 5228.200195
	Iteration 6F: 3 clusters Score -3254881 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3255927.750000 Penalty: 5228.200195
	Iteration 7Q: 3 clusters Score -3255928 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3256810.250000 Penalty: 5228.200195
	Iteration 8Q: 3 clusters Score -3256810 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3257660.250000 Penalty: 5228.200195
	Iteration 9Q: 3 clusters Score -3257660 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3258478.000000 Penalty: 5228.200195
	Iteration 10Q: 3 clusters Score -3258478 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3259268.000000 Penalty: 5228.200195
	Iteration 11Q: 3 clusters Score -3259268 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3260027.500000 Penalty: 5228.200195
	Iteration 12Q: 3 clusters Score -3260028 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3260730.250000 Penalty: 5228.200195
	Iteration 13Q: 3 clusters Score -3260730 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3261336.250000 Penalty: 5228.200195
	Iteration 14Q: 3 clusters Score -3261336 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3261820.250000 Penalty: 5228.200195
	Iteration 15Q: 3 clusters Score -3261820 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3262238.500000 Penalty: 5228.200195
	Iteration 16Q: 3 clusters Score -3262238 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3262547.250000 Penalty: 5228.200195
	Iteration 17Q: 3 clusters Score -3262547 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3262758.500000 Penalty: 5228.200195
	Iteration 18Q: 3 clusters Score -3262758 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3262922.750000 Penalty: 5228.200195
	Iteration 19Q: 3 clusters Score -3262923 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3263062.750000 Penalty: 5228.200195
	Iteration 20F: 3 clusters Score -3263063 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3263156.500000 Penalty: 5228.200195
	Iteration 21Q: 3 clusters Score -3263156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3263229.250000 Penalty: 5228.200195
	Iteration 22Q: 3 clusters Score -3263229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3263275.000000 Penalty: 5228.200195
	Iteration 23Q: 3 clusters Score -3263275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3263306.250000 Penalty: 5228.200195
	Iteration 24Q: 3 clusters Score -3263306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3263337.750000 Penalty: 5228.200195
	Iteration 25Q: 3 clusters Score -3263338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3263353.500000 Penalty: 5228.200195
	Iteration 26Q: 3 clusters Score -3263354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3263371.000000 Penalty: 5228.200195
	Iteration 27Q: 3 clusters Score -3263371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3263373.000000 Penalty: 5228.200195
	Iteration 28Q: 3 clusters Score -3263373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3263378.000000 Penalty: 5228.200195
	Iteration 29Q: 3 clusters Score -3263378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3263385.000000 Penalty: 5228.200195
	Iteration 30Q: 3 clusters Score -3263385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3263403.000000 Penalty: 5228.200195
	Iteration 31Q: 3 clusters Score -3263403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3263406.250000 Penalty: 5228.200195
	Iteration 32Q: 3 clusters Score -3263406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3263403.750000 Penalty: 5228.200195
	Iteration 33Q: 3 clusters Score -3263404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3263416.250000 Penalty: 5228.200195
	Iteration 34Q: 3 clusters Score -3263416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3263424.000000 Penalty: 5228.200195
	Iteration 35Q: 3 clusters Score -3263424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3263434.000000 Penalty: 5228.200195
	Iteration 36Q: 3 clusters Score -3263434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3263439.500000 Penalty: 5228.200195
	Iteration 37Q: 3 clusters Score -3263440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3263447.750000 Penalty: 5228.200195
	Iteration 38Q: 3 clusters Score -3263448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3263458.000000 Penalty: 5228.200195
	Iteration 39Q: 3 clusters Score -3263458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3263466.500000 Penalty: 5228.200195
	Iteration 40F: 3 clusters Score -3263466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3263477.250000 Penalty: 5228.200195
	Iteration 41Q: 3 clusters Score -3263477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3263480.250000 Penalty: 5228.200195
	Iteration 42Q: 3 clusters Score -3263480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3263479.000000 Penalty: 5228.200195
	Iteration 43Q: 3 clusters Score -3263479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3263481.250000 Penalty: 5228.200195
	Iteration 44Q: 3 clusters Score -3263481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3263481.750000 Penalty: 5228.200195
	Iteration 45Q: 3 clusters Score -3263482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3263485.000000 Penalty: 5228.200195
	Iteration 46Q: 3 clusters Score -3263485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3263485.750000 Penalty: 5228.200195
	Iteration 47Q: 3 clusters Score -3263486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3263489.250000 Penalty: 5228.200195
	Iteration 48Q: 3 clusters Score -3263489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3263489.250000 Penalty: 5228.200195
	Iteration 49Q: 3 clusters Score -3263489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3263499.250000 Penalty: 5228.200195
	Iteration 50Q: 3 clusters Score -3263499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3263504.250000 Penalty: 5228.200195
	Iteration 51Q: 3 clusters Score -3263504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3263506.750000 Penalty: 5228.200195
	Iteration 52Q: 3 clusters Score -3263507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3263506.750000 Penalty: 5228.200195
	Iteration 53F: 3 clusters Score -3263507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -203527.921875 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -203527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -200572.062500 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -200572.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -201170.734375 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -201170.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -201343.484375 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -201343.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -201438.562500 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -201438.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -201533.937500 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -201533.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -201627.390625 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -201627.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -201722.765625 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -201722.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -201801.078125 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -201801.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -201883.437500 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -201883.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -201956.046875 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -201956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -202025.921875 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -202025.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -202099.031250 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -202099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -202162.875000 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -202162.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -202214.296875 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -202214.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -202261.468750 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -202261.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -202302.062500 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -202302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -202323.953125 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -202324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -202340.734375 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -202340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -202362.500000 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -202362.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -202374.859375 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -202374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -202381.093750 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -202381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -202384.812500 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -202384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -202389.015625 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -202389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -202393.812500 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -202393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -202397.140625 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -202397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -202398.031250 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -202398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -202398.687500 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -202398.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -202398.687500 Penalty: 3891.908691
	Iteration 27F: 3 clusters Score -202398.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Entering Unmasked Estep 
Score: -1905174.375000 Penalty: 2496.849609
	Iteration 0F: 2 clusters Score -1905174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1888784.250000 Penalty: 4993.699219
	Iteration 0F: 3 clusters Score -1888784 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1894604.250000 Penalty: 4993.699219
	Iteration 1F: 3 clusters Score -1894604 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1895263.375000 Penalty: 4993.699219
	Iteration 2F: 3 clusters Score -1895263 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1895940.500000 Penalty: 4993.699219
	Iteration 3F: 3 clusters Score -1895940 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1896734.500000 Penalty: 4993.699219
	Iteration 4F: 3 clusters Score -1896734 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1897683.500000 Penalty: 4993.699219
	Iteration 5F: 3 clusters Score -1897684 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1898642.500000 Penalty: 4993.699219
	Iteration 6F: 3 clusters Score -1898642 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1899548.250000 Penalty: 4993.699219
	Iteration 7F: 3 clusters Score -1899548 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1900328.125000 Penalty: 4993.699219
	Iteration 8Q: 3 clusters Score -1900328 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1900968.625000 Penalty: 4993.699219
	Iteration 9Q: 3 clusters Score -1900969 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1901502.250000 Penalty: 4993.699219
	Iteration 10Q: 3 clusters Score -1901502 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -1901953.375000 Penalty: 4993.699219
	Iteration 11Q: 3 clusters Score -1901953 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1902307.250000 Penalty: 4993.699219
	Iteration 12Q: 3 clusters Score -1902307 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1902550.875000 Penalty: 4993.699219
	Iteration 13Q: 3 clusters Score -1902551 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1902715.875000 Penalty: 4993.699219
	Iteration 14Q: 3 clusters Score -1902716 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -1902829.875000 Penalty: 4993.699219
	Iteration 15Q: 3 clusters Score -1902830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -1902904.000000 Penalty: 4993.699219
	Iteration 16Q: 3 clusters Score -1902904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1902949.250000 Penalty: 4993.699219
	Iteration 17Q: 3 clusters Score -1902949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1902983.875000 Penalty: 4993.699219
	Iteration 18Q: 3 clusters Score -1902984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -1903003.625000 Penalty: 4993.699219
	Iteration 19Q: 3 clusters Score -1903004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -1903022.750000 Penalty: 4993.699219
	Iteration 20F: 3 clusters Score -1903023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -1903041.375000 Penalty: 4993.699219
	Iteration 21Q: 3 clusters Score -1903041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -1903051.625000 Penalty: 4993.699219
	Iteration 22Q: 3 clusters Score -1903052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -1903058.250000 Penalty: 4993.699219
	Iteration 23Q: 3 clusters Score -1903058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1903072.000000 Penalty: 4993.699219
	Iteration 24Q: 3 clusters Score -1903072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -1903079.500000 Penalty: 4993.699219
	Iteration 25Q: 3 clusters Score -1903080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1903093.250000 Penalty: 4993.699219
	Iteration 26Q: 3 clusters Score -1903093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -1903094.625000 Penalty: 4993.699219
	Iteration 27Q: 3 clusters Score -1903095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -1903095.125000 Penalty: 4993.699219
	Iteration 28Q: 3 clusters Score -1903095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -1903099.000000 Penalty: 4993.699219
	Iteration 29Q: 3 clusters Score -1903099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -1903103.625000 Penalty: 4993.699219
	Iteration 30Q: 3 clusters Score -1903104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -1903107.625000 Penalty: 4993.699219
	Iteration 31Q: 3 clusters Score -1903108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1903107.375000 Penalty: 4993.699219
	Iteration 32Q: 3 clusters Score -1903107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -1903107.250000 Penalty: 4993.699219
	Iteration 33Q: 3 clusters Score -1903107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -1903109.250000 Penalty: 4993.699219
	Iteration 34Q: 3 clusters Score -1903109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1903110.625000 Penalty: 4993.699219
	Iteration 35Q: 3 clusters Score -1903111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1903113.125000 Penalty: 4993.699219
	Iteration 36Q: 3 clusters Score -1903113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -1903116.250000 Penalty: 4993.699219
	Iteration 37Q: 3 clusters Score -1903116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -1903118.375000 Penalty: 4993.699219
	Iteration 38Q: 3 clusters Score -1903118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1903123.875000 Penalty: 4993.699219
	Iteration 39Q: 3 clusters Score -1903124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -1903128.250000 Penalty: 4993.699219
	Iteration 40F: 3 clusters Score -1903128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -1903132.750000 Penalty: 4993.699219
	Iteration 41Q: 3 clusters Score -1903133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1903139.375000 Penalty: 4993.699219
	Iteration 42Q: 3 clusters Score -1903139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -1903140.750000 Penalty: 4993.699219
	Iteration 43Q: 3 clusters Score -1903141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -1903140.500000 Penalty: 4993.699219
	Iteration 44Q: 3 clusters Score -1903140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -1903142.750000 Penalty: 4993.699219
	Iteration 45Q: 3 clusters Score -1903143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -1903143.625000 Penalty: 4993.699219
	Iteration 46Q: 3 clusters Score -1903144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1903150.500000 Penalty: 4993.699219
	Iteration 47Q: 3 clusters Score -1903150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -1903153.250000 Penalty: 4993.699219
	Iteration 48Q: 3 clusters Score -1903153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -1903152.375000 Penalty: 4993.699219
	Iteration 49Q: 3 clusters Score -1903152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -1903153.250000 Penalty: 4993.699219
	Iteration 50Q: 3 clusters Score -1903153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1903155.500000 Penalty: 4993.699219
	Iteration 51Q: 3 clusters Score -1903156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -1903158.875000 Penalty: 4993.699219
	Iteration 52Q: 3 clusters Score -1903159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -1903160.500000 Penalty: 4993.699219
	Iteration 53Q: 3 clusters Score -1903160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -1903163.625000 Penalty: 4993.699219
	Iteration 54Q: 3 clusters Score -1903164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -1903163.500000 Penalty: 4993.699219
	Iteration 55Q: 3 clusters Score -1903164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1903165.375000 Penalty: 4993.699219
	Iteration 56Q: 3 clusters Score -1903165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1903171.625000 Penalty: 4993.699219
	Iteration 57Q: 3 clusters Score -1903172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1903173.125000 Penalty: 4993.699219
	Iteration 58Q: 3 clusters Score -1903173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1903173.125000 Penalty: 4993.699219
	Iteration 59F: 3 clusters Score -1903173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Entering Unmasked Estep 
Score: -1192324.000000 Penalty: 2353.204834
	Iteration 0F: 2 clusters Score -1192324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1182634.125000 Penalty: 4706.409668
	Iteration 0F: 3 clusters Score -1182634 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1185559.625000 Penalty: 4706.409668
	Iteration 1F: 3 clusters Score -1185560 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1185837.125000 Penalty: 4706.409668
	Iteration 2F: 3 clusters Score -1185837 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1186041.500000 Penalty: 4706.409668
	Iteration 3Q: 3 clusters Score -1186042 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1186209.125000 Penalty: 4706.409668
	Iteration 4Q: 3 clusters Score -1186209 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1186337.500000 Penalty: 4706.409668
	Iteration 5Q: 3 clusters Score -1186338 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1186450.125000 Penalty: 4706.409668
	Iteration 6Q: 3 clusters Score -1186450 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1186565.000000 Penalty: 4706.409668
	Iteration 7Q: 3 clusters Score -1186565 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1186678.250000 Penalty: 4706.409668
	Iteration 8Q: 3 clusters Score -1186678 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1186820.500000 Penalty: 4706.409668
	Iteration 9Q: 3 clusters Score -1186820 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1186978.750000 Penalty: 4706.409668
	Iteration 10Q: 3 clusters Score -1186979 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1187189.625000 Penalty: 4706.409668
	Iteration 11Q: 3 clusters Score -1187190 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1187475.500000 Penalty: 4706.409668
	Iteration 12Q: 3 clusters Score -1187476 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1187807.875000 Penalty: 4706.409668
	Iteration 13Q: 3 clusters Score -1187808 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1188185.500000 Penalty: 4706.409668
	Iteration 14Q: 3 clusters Score -1188186 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1188608.250000 Penalty: 4706.409668
	Iteration 15Q: 3 clusters Score -1188608 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1189005.750000 Penalty: 4706.409668
	Iteration 16Q: 3 clusters Score -1189006 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1189320.500000 Penalty: 4706.409668
	Iteration 17Q: 3 clusters Score -1189320 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1189552.250000 Penalty: 4706.409668
	Iteration 18Q: 3 clusters Score -1189552 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1189720.875000 Penalty: 4706.409668
	Iteration 19Q: 3 clusters Score -1189721 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1189841.375000 Penalty: 4706.409668
	Iteration 20F: 3 clusters Score -1189841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1189916.375000 Penalty: 4706.409668
	Iteration 21Q: 3 clusters Score -1189916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1189979.125000 Penalty: 4706.409668
	Iteration 22Q: 3 clusters Score -1189979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1190048.875000 Penalty: 4706.409668
	Iteration 23Q: 3 clusters Score -1190049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1190100.625000 Penalty: 4706.409668
	Iteration 24Q: 3 clusters Score -1190101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1190132.750000 Penalty: 4706.409668
	Iteration 25Q: 3 clusters Score -1190133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1190167.000000 Penalty: 4706.409668
	Iteration 26Q: 3 clusters Score -1190167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1190192.125000 Penalty: 4706.409668
	Iteration 27Q: 3 clusters Score -1190192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1190205.375000 Penalty: 4706.409668
	Iteration 28Q: 3 clusters Score -1190205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1190214.625000 Penalty: 4706.409668
	Iteration 29Q: 3 clusters Score -1190215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1190232.500000 Penalty: 4706.409668
	Iteration 30Q: 3 clusters Score -1190232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1190241.750000 Penalty: 4706.409668
	Iteration 31Q: 3 clusters Score -1190242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1190246.750000 Penalty: 4706.409668
	Iteration 32Q: 3 clusters Score -1190247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1190252.625000 Penalty: 4706.409668
	Iteration 33Q: 3 clusters Score -1190253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1190257.750000 Penalty: 4706.409668
	Iteration 34Q: 3 clusters Score -1190258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1190262.875000 Penalty: 4706.409668
	Iteration 35Q: 3 clusters Score -1190263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1190264.375000 Penalty: 4706.409668
	Iteration 36Q: 3 clusters Score -1190264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1190266.375000 Penalty: 4706.409668
	Iteration 37Q: 3 clusters Score -1190266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1190267.750000 Penalty: 4706.409668
	Iteration 38Q: 3 clusters Score -1190268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1190269.125000 Penalty: 4706.409668
	Iteration 39Q: 3 clusters Score -1190269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1190270.625000 Penalty: 4706.409668
	Iteration 40F: 3 clusters Score -1190271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1190270.625000 Penalty: 4706.409668
	Iteration 41Q: 3 clusters Score -1190271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1190270.625000 Penalty: 4706.409668
	Iteration 42F: 3 clusters Score -1190271 nChanged 0
23->28 Clusters: Score -146470272.000000, best is -146513648.000000

Starting from 24 clusters...
--- Clustering full data set of 1705460 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 73510 members 
Mstep: Class 3 contains 74156 members 
Mstep: Class 4 contains 74320 members 
Mstep: Class 5 contains 74117 members 
Mstep: Class 6 contains 74206 members 
Mstep: Class 7 contains 73805 members 
Mstep: Class 8 contains 73976 members 
Mstep: Class 9 contains 74525 members 
Mstep: Class 10 contains 74299 members 
Mstep: Class 11 contains 74556 members 
Mstep: Class 12 contains 73662 members 
Mstep: Class 13 contains 73874 members 
Mstep: Class 14 contains 74377 members 
Mstep: Class 15 contains 74180 members 
Mstep: Class 16 contains 74246 members 
Mstep: Class 17 contains 74497 members 
Mstep: Class 18 contains 74484 members 
Mstep: Class 19 contains 73858 members 
Mstep: Class 20 contains 73981 members 
Mstep: Class 21 contains 74129 members 
Mstep: Class 22 contains 74483 members 
Mstep: Class 23 contains 74210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1090.883789 but Gain 3558.632812
Score: -138923968.000000 Penalty: 78290.031250
Iteration 0F: 23 clusters Score -1.38924e+08 nChanged 1623388
Entering Unmasked Mstep 
Mstep: Class 0 contains 606 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 68326 members 
Mstep: Class 3 contains 57248 members 
Mstep: Class 4 contains 72823 members 
Mstep: Class 5 contains 58500 members 
Mstep: Class 6 contains 54789 members 
Mstep: Class 7 contains 44320 members 
Mstep: Class 8 contains 50501 members 
Mstep: Class 9 contains 48053 members 
Mstep: Class 10 contains 94308 members 
Mstep: Class 11 contains 77689 members 
Mstep: Class 12 contains 59830 members 
Mstep: Class 14 contains 59531 members 
Mstep: Class 15 contains 234433 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 89875 members 
Mstep: Class 18 contains 199550 members 
Mstep: Class 19 contains 44013 members 
Mstep: Class 20 contains 66946 members 
Mstep: Class 21 contains 43954 members 
Mstep: Class 22 contains 91891 members 
Mstep: Class 23 contains 62887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143410752.000000 Penalty: 78290.031250
Iteration 1F: 23 clusters Score -1.434108e+08 nChanged 547311
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 60435 members 
Mstep: Class 3 contains 42318 members 
Mstep: Class 4 contains 91063 members 
Mstep: Class 5 contains 65088 members 
Mstep: Class 6 contains 53054 members 
Mstep: Class 7 contains 28860 members 
Mstep: Class 8 contains 44797 members 
Mstep: Class 9 contains 23310 members 
Mstep: Class 10 contains 92787 members 
Mstep: Class 11 contains 90034 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 14 contains 59625 members 
Mstep: Class 15 contains 263935 members 
Mstep: Class 16 contains 83008 members 
Mstep: Class 17 contains 110153 members 
Mstep: Class 18 contains 196687 members 
Mstep: Class 19 contains 28320 members 
Mstep: Class 20 contains 69176 members 
Mstep: Class 21 contains 34312 members 
Mstep: Class 22 contains 101666 members 
Mstep: Class 23 contains 66084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144176400.000000 Penalty: 78290.031250
Iteration 2F: 23 clusters Score -1.441764e+08 nChanged 407473
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 61618 members 
Mstep: Class 3 contains 30469 members 
Mstep: Class 4 contains 99312 members 
Mstep: Class 5 contains 71139 members 
Mstep: Class 6 contains 41747 members 
Mstep: Class 7 contains 20103 members 
Mstep: Class 8 contains 36354 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 84131 members 
Mstep: Class 11 contains 96884 members 
Mstep: Class 12 contains 45252 members 
Mstep: Class 14 contains 57876 members 
Mstep: Class 15 contains 343305 members 
Mstep: Class 16 contains 78789 members 
Mstep: Class 17 contains 118108 members 
Mstep: Class 18 contains 193936 members 
Mstep: Class 19 contains 16035 members 
Mstep: Class 20 contains 61804 members 
Mstep: Class 21 contains 25656 members 
Mstep: Class 22 contains 101273 members 
Mstep: Class 23 contains 69812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144646688.000000 Penalty: 78290.031250
Iteration 3F: 23 clusters Score -1.446467e+08 nChanged 345640
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 67202 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 98095 members 
Mstep: Class 5 contains 70953 members 
Mstep: Class 6 contains 29793 members 
Mstep: Class 7 contains 15998 members 
Mstep: Class 8 contains 26527 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 72088 members 
Mstep: Class 11 contains 96095 members 
Mstep: Class 12 contains 32080 members 
Mstep: Class 14 contains 52077 members 
Mstep: Class 15 contains 459306 members 
Mstep: Class 16 contains 63509 members 
Mstep: Class 17 contains 113757 members 
Mstep: Class 18 contains 191312 members 
Mstep: Class 19 contains 8998 members 
Mstep: Class 20 contains 49843 members 
Mstep: Class 21 contains 17265 members 
Mstep: Class 22 contains 100932 members 
Mstep: Class 23 contains 72630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145042304.000000 Penalty: 78290.031250
Iteration 4F: 23 clusters Score -1.450423e+08 nChanged 301024
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 73041 members 
Mstep: Class 3 contains 21407 members 
Mstep: Class 4 contains 88283 members 
Mstep: Class 5 contains 68345 members 
Mstep: Class 6 contains 22841 members 
Mstep: Class 7 contains 13040 members 
Mstep: Class 8 contains 18541 members 
Mstep: Class 9 contains 8505 members 
Mstep: Class 10 contains 59241 members 
Mstep: Class 11 contains 92761 members 
Mstep: Class 12 contains 20291 members 
Mstep: Class 14 contains 42306 members 
Mstep: Class 15 contains 582803 members 
Mstep: Class 16 contains 44291 members 
Mstep: Class 17 contains 102910 members 
Mstep: Class 18 contains 180562 members 
Mstep: Class 19 contains 5034 members 
Mstep: Class 20 contains 37309 members 
Mstep: Class 21 contains 9999 members 
Mstep: Class 22 contains 104710 members 
Mstep: Class 23 contains 75654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3151.899170 but Gain 3558.640625
Score: -145369520.000000 Penalty: 74731.390625
Iteration 5F: 22 clusters Score -1.453695e+08 nChanged 251078
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 78538 members 
Mstep: Class 3 contains 25195 members 
Mstep: Class 4 contains 70409 members 
Mstep: Class 5 contains 65495 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 13370 members 
Mstep: Class 9 contains 10709 members 
Mstep: Class 10 contains 49078 members 
Mstep: Class 11 contains 94141 members 
Mstep: Class 12 contains 12612 members 
Mstep: Class 14 contains 31972 members 
Mstep: Class 15 contains 680967 members 
Mstep: Class 16 contains 27563 members 
Mstep: Class 17 contains 94727 members 
Mstep: Class 18 contains 166253 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 5096 members 
Mstep: Class 22 contains 111209 members 
Mstep: Class 23 contains 77405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2252.576660 but Gain 3558.640625
Score: -145616736.000000 Penalty: 71172.750000
Iteration 6F: 21 clusters Score -1.456167e+08 nChanged 195953
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 82909 members 
Mstep: Class 3 contains 29797 members 
Mstep: Class 4 contains 47414 members 
Mstep: Class 5 contains 63380 members 
Mstep: Class 6 contains 21783 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 10280 members 
Mstep: Class 9 contains 12423 members 
Mstep: Class 10 contains 42894 members 
Mstep: Class 11 contains 104155 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 14 contains 24022 members 
Mstep: Class 15 contains 739461 members 
Mstep: Class 16 contains 15359 members 
Mstep: Class 17 contains 93641 members 
Mstep: Class 18 contains 157200 members 
Mstep: Class 20 contains 18360 members 
Mstep: Class 22 contains 116495 members 
Mstep: Class 23 contains 78053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145816032.000000 Penalty: 71172.750000
Iteration 7F: 21 clusters Score -1.45816e+08 nChanged 147636
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 85652 members 
Mstep: Class 3 contains 33219 members 
Mstep: Class 4 contains 26687 members 
Mstep: Class 5 contains 62155 members 
Mstep: Class 6 contains 21729 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 8342 members 
Mstep: Class 9 contains 13957 members 
Mstep: Class 10 contains 39093 members 
Mstep: Class 11 contains 113336 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 14 contains 17519 members 
Mstep: Class 15 contains 778408 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 17 contains 96000 members 
Mstep: Class 18 contains 150373 members 
Mstep: Class 20 contains 12496 members 
Mstep: Class 22 contains 118317 members 
Mstep: Class 23 contains 78090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145922336.000000 Penalty: 71172.750000
Iteration 8F: 21 clusters Score -1.459223e+08 nChanged 107865
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 87625 members 
Mstep: Class 3 contains 35791 members 
Mstep: Class 4 contains 14643 members 
Mstep: Class 5 contains 61211 members 
Mstep: Class 6 contains 21802 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 37488 members 
Mstep: Class 11 contains 117232 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 801433 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 99979 members 
Mstep: Class 18 contains 145597 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 22 contains 118151 members 
Mstep: Class 23 contains 78317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2475.719482 but Gain 3558.632812
Score: -145980928.000000 Penalty: 67614.117188
Iteration 9F: 20 clusters Score -1.459809e+08 nChanged 82672
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 89382 members 
Mstep: Class 3 contains 37931 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 60059 members 
Mstep: Class 6 contains 22475 members 
Mstep: Class 7 contains 5971 members 
Mstep: Class 8 contains 5988 members 
Mstep: Class 9 contains 16184 members 
Mstep: Class 10 contains 37213 members 
Mstep: Class 11 contains 118405 members 
Mstep: Class 12 contains 4541 members 
Mstep: Class 14 contains 10281 members 
Mstep: Class 15 contains 813252 members 
Mstep: Class 17 contains 105275 members 
Mstep: Class 18 contains 142457 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 22 contains 117141 members 
Mstep: Class 23 contains 79434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146018816.000000 Penalty: 67614.117188
Iteration 10Q: 20 clusters Score -1.460188e+08 nChanged 61912
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 90730 members 
Mstep: Class 3 contains 39780 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 58613 members 
Mstep: Class 6 contains 23648 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 16920 members 
Mstep: Class 10 contains 37605 members 
Mstep: Class 11 contains 118357 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 14 contains 8788 members 
Mstep: Class 15 contains 816791 members 
Mstep: Class 17 contains 110347 members 
Mstep: Class 18 contains 138761 members 
Mstep: Class 20 contains 5090 members 
Mstep: Class 22 contains 115472 members 
Mstep: Class 23 contains 81254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146042400.000000 Penalty: 67614.117188
Iteration 11Q: 20 clusters Score -1.460424e+08 nChanged 50884
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 91621 members 
Mstep: Class 3 contains 41330 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 57038 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 17576 members 
Mstep: Class 10 contains 38599 members 
Mstep: Class 11 contains 118166 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 14 contains 7904 members 
Mstep: Class 15 contains 816238 members 
Mstep: Class 17 contains 115807 members 
Mstep: Class 18 contains 135035 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 22 contains 113477 members 
Mstep: Class 23 contains 83717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146062768.000000 Penalty: 67614.117188
Iteration 12Q: 20 clusters Score -1.460628e+08 nChanged 43856
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 92011 members 
Mstep: Class 3 contains 42584 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 55467 members 
Mstep: Class 6 contains 26763 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 39787 members 
Mstep: Class 11 contains 117969 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 15 contains 813483 members 
Mstep: Class 17 contains 121595 members 
Mstep: Class 18 contains 131114 members 
Mstep: Class 20 contains 3658 members 
Mstep: Class 22 contains 111540 members 
Mstep: Class 23 contains 86625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3183.159180 but Gain 3558.640625
Score: -146082688.000000 Penalty: 64055.476562
Iteration 13Q: 19 clusters Score -1.460827e+08 nChanged 41772
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 91799 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 54136 members 
Mstep: Class 6 contains 28528 members 
Mstep: Class 7 contains 8587 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 18154 members 
Mstep: Class 10 contains 41047 members 
Mstep: Class 11 contains 117770 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 15 contains 809867 members 
Mstep: Class 17 contains 128958 members 
Mstep: Class 18 contains 127379 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 22 contains 110554 members 
Mstep: Class 23 contains 89862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146105104.000000 Penalty: 64055.476562
Iteration 14Q: 19 clusters Score -1.461051e+08 nChanged 36166
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 91016 members 
Mstep: Class 3 contains 44245 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 53029 members 
Mstep: Class 6 contains 30316 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 18033 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 117617 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 804815 members 
Mstep: Class 17 contains 135052 members 
Mstep: Class 18 contains 123155 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 22 contains 109388 members 
Mstep: Class 23 contains 93310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146123088.000000 Penalty: 64055.476562
Iteration 15Q: 19 clusters Score -1.461231e+08 nChanged 33872
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 89591 members 
Mstep: Class 3 contains 44718 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 52093 members 
Mstep: Class 6 contains 31967 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 43679 members 
Mstep: Class 11 contains 117442 members 
Mstep: Class 14 contains 7587 members 
Mstep: Class 15 contains 799816 members 
Mstep: Class 17 contains 140614 members 
Mstep: Class 18 contains 118925 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 22 contains 109092 members 
Mstep: Class 23 contains 97008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146139936.000000 Penalty: 64055.476562
Iteration 16Q: 19 clusters Score -1.461399e+08 nChanged 31971
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 87633 members 
Mstep: Class 3 contains 45095 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 51313 members 
Mstep: Class 6 contains 33435 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 44999 members 
Mstep: Class 11 contains 117327 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 794467 members 
Mstep: Class 17 contains 145498 members 
Mstep: Class 18 contains 114543 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 22 contains 109842 members 
Mstep: Class 23 contains 101288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3536.480225 but Gain 3558.636719
Score: -146154256.000000 Penalty: 60496.839844
Iteration 17Q: 18 clusters Score -1.461543e+08 nChanged 33105
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 85949 members 
Mstep: Class 3 contains 45367 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 50656 members 
Mstep: Class 6 contains 34697 members 
Mstep: Class 7 contains 12367 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 17202 members 
Mstep: Class 10 contains 46386 members 
Mstep: Class 11 contains 117356 members 
Mstep: Class 14 contains 8228 members 
Mstep: Class 15 contains 789629 members 
Mstep: Class 17 contains 149336 members 
Mstep: Class 18 contains 110387 members 
Mstep: Class 22 contains 112509 members 
Mstep: Class 23 contains 106187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146170944.000000 Penalty: 60496.839844
Iteration 18Q: 18 clusters Score -1.461709e+08 nChanged 29708
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 83245 members 
Mstep: Class 3 contains 45551 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 50165 members 
Mstep: Class 6 contains 35795 members 
Mstep: Class 7 contains 12830 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 16877 members 
Mstep: Class 10 contains 47661 members 
Mstep: Class 11 contains 117364 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 783417 members 
Mstep: Class 17 contains 152242 members 
Mstep: Class 18 contains 105945 members 
Mstep: Class 22 contains 115887 members 
Mstep: Class 23 contains 111590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146181552.000000 Penalty: 60496.839844
Iteration 19Q: 18 clusters Score -1.461816e+08 nChanged 28861
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 80373 members 
Mstep: Class 3 contains 45608 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 49765 members 
Mstep: Class 6 contains 36653 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 16595 members 
Mstep: Class 10 contains 48917 members 
Mstep: Class 11 contains 117352 members 
Mstep: Class 14 contains 9008 members 
Mstep: Class 15 contains 776854 members 
Mstep: Class 17 contains 154273 members 
Mstep: Class 18 contains 101693 members 
Mstep: Class 22 contains 120255 members 
Mstep: Class 23 contains 117498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146196560.000000 Penalty: 60496.839844
Iteration 20F: 18 clusters Score -1.461966e+08 nChanged 29743
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 77393 members 
Mstep: Class 3 contains 45549 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 48746 members 
Mstep: Class 6 contains 38270 members 
Mstep: Class 7 contains 13557 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 50113 members 
Mstep: Class 11 contains 117419 members 
Mstep: Class 14 contains 9315 members 
Mstep: Class 15 contains 769741 members 
Mstep: Class 17 contains 155441 members 
Mstep: Class 18 contains 97507 members 
Mstep: Class 22 contains 125471 members 
Mstep: Class 23 contains 123893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146210544.000000 Penalty: 60496.839844
Iteration 21Q: 18 clusters Score -1.462105e+08 nChanged 30298
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 74391 members 
Mstep: Class 3 contains 45351 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 47797 members 
Mstep: Class 6 contains 39843 members 
Mstep: Class 7 contains 13824 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 51124 members 
Mstep: Class 11 contains 117557 members 
Mstep: Class 14 contains 9547 members 
Mstep: Class 15 contains 762374 members 
Mstep: Class 17 contains 155936 members 
Mstep: Class 18 contains 93621 members 
Mstep: Class 22 contains 131407 members 
Mstep: Class 23 contains 130644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146222896.000000 Penalty: 60496.839844
Iteration 22Q: 18 clusters Score -1.462229e+08 nChanged 29369
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 71396 members 
Mstep: Class 3 contains 45105 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 5 contains 47056 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 14008 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 52094 members 
Mstep: Class 11 contains 117841 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 754330 members 
Mstep: Class 17 contains 155757 members 
Mstep: Class 18 contains 90263 members 
Mstep: Class 22 contains 137809 members 
Mstep: Class 23 contains 137811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146232320.000000 Penalty: 60496.839844
Iteration 23Q: 18 clusters Score -1.462323e+08 nChanged 28964
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 68582 members 
Mstep: Class 3 contains 44815 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 46469 members 
Mstep: Class 6 contains 42326 members 
Mstep: Class 7 contains 14182 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 15463 members 
Mstep: Class 10 contains 52989 members 
Mstep: Class 11 contains 118221 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 745688 members 
Mstep: Class 17 contains 154995 members 
Mstep: Class 18 contains 87226 members 
Mstep: Class 22 contains 144541 members 
Mstep: Class 23 contains 145452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146242368.000000 Penalty: 60496.839844
Iteration 24Q: 18 clusters Score -1.462424e+08 nChanged 28677
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 65838 members 
Mstep: Class 3 contains 44552 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 45923 members 
Mstep: Class 6 contains 43257 members 
Mstep: Class 7 contains 14371 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 15185 members 
Mstep: Class 10 contains 53827 members 
Mstep: Class 11 contains 118738 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 736254 members 
Mstep: Class 17 contains 153678 members 
Mstep: Class 18 contains 84514 members 
Mstep: Class 22 contains 151791 members 
Mstep: Class 23 contains 153459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146250096.000000 Penalty: 60496.839844
Iteration 25Q: 18 clusters Score -1.462501e+08 nChanged 28889
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 63189 members 
Mstep: Class 3 contains 44325 members 
Mstep: Class 4 contains 5544 members 
Mstep: Class 5 contains 45506 members 
Mstep: Class 6 contains 44116 members 
Mstep: Class 7 contains 14541 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 14896 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 119424 members 
Mstep: Class 14 contains 9979 members 
Mstep: Class 15 contains 725974 members 
Mstep: Class 17 contains 151604 members 
Mstep: Class 18 contains 82220 members 
Mstep: Class 22 contains 159761 members 
Mstep: Class 23 contains 161710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3533.864990 but Gain 3558.636719
Score: -146257040.000000 Penalty: 56938.203125
Iteration 26Q: 17 clusters Score -1.46257e+08 nChanged 31232
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 61004 members 
Mstep: Class 3 contains 44119 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 45192 members 
Mstep: Class 6 contains 44827 members 
Mstep: Class 7 contains 14739 members 
Mstep: Class 9 contains 14681 members 
Mstep: Class 10 contains 55446 members 
Mstep: Class 11 contains 120283 members 
Mstep: Class 14 contains 9984 members 
Mstep: Class 15 contains 715353 members 
Mstep: Class 17 contains 148746 members 
Mstep: Class 18 contains 81112 members 
Mstep: Class 22 contains 168898 members 
Mstep: Class 23 contains 170269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146266800.000000 Penalty: 56938.203125
Iteration 27Q: 17 clusters Score -1.462668e+08 nChanged 29751
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 58953 members 
Mstep: Class 3 contains 43981 members 
Mstep: Class 4 contains 6116 members 
Mstep: Class 5 contains 44904 members 
Mstep: Class 6 contains 45445 members 
Mstep: Class 7 contains 14934 members 
Mstep: Class 9 contains 14487 members 
Mstep: Class 10 contains 55981 members 
Mstep: Class 11 contains 121246 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 703697 members 
Mstep: Class 17 contains 145131 members 
Mstep: Class 18 contains 79389 members 
Mstep: Class 22 contains 178453 members 
Mstep: Class 23 contains 178304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146273792.000000 Penalty: 56938.203125
Iteration 28Q: 17 clusters Score -1.462738e+08 nChanged 29039
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 57363 members 
Mstep: Class 3 contains 43935 members 
Mstep: Class 4 contains 6416 members 
Mstep: Class 5 contains 44678 members 
Mstep: Class 6 contains 45956 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 10 contains 56520 members 
Mstep: Class 11 contains 122400 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 691416 members 
Mstep: Class 17 contains 142171 members 
Mstep: Class 18 contains 77941 members 
Mstep: Class 22 contains 187177 members 
Mstep: Class 23 contains 185900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146275952.000000 Penalty: 56938.203125
Iteration 29Q: 17 clusters Score -1.46276e+08 nChanged 27069
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 56124 members 
Mstep: Class 3 contains 44007 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 44468 members 
Mstep: Class 6 contains 46428 members 
Mstep: Class 7 contains 15418 members 
Mstep: Class 9 contains 14235 members 
Mstep: Class 10 contains 57007 members 
Mstep: Class 11 contains 123830 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 678064 members 
Mstep: Class 17 contains 140644 members 
Mstep: Class 18 contains 76636 members 
Mstep: Class 22 contains 194757 members 
Mstep: Class 23 contains 193095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146269232.000000 Penalty: 56938.203125
Iteration 30Q: 17 clusters Score -1.462692e+08 nChanged 25074
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 55054 members 
Mstep: Class 3 contains 44171 members 
Mstep: Class 4 contains 7425 members 
Mstep: Class 5 contains 44260 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 9 contains 14190 members 
Mstep: Class 10 contains 57485 members 
Mstep: Class 11 contains 125493 members 
Mstep: Class 14 contains 10291 members 
Mstep: Class 15 contains 663749 members 
Mstep: Class 17 contains 139928 members 
Mstep: Class 18 contains 75574 members 
Mstep: Class 22 contains 201565 members 
Mstep: Class 23 contains 200104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146271440.000000 Penalty: 56938.203125
Iteration 31Q: 17 clusters Score -1.462714e+08 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 53982 members 
Mstep: Class 3 contains 44299 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 44085 members 
Mstep: Class 6 contains 47318 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 9 contains 14149 members 
Mstep: Class 10 contains 57865 members 
Mstep: Class 11 contains 127136 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 650619 members 
Mstep: Class 17 contains 139600 members 
Mstep: Class 18 contains 74626 members 
Mstep: Class 22 contains 207698 members 
Mstep: Class 23 contains 206223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146278016.000000 Penalty: 56938.203125
Iteration 32Q: 17 clusters Score -1.46278e+08 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 52945 members 
Mstep: Class 3 contains 44380 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 43938 members 
Mstep: Class 6 contains 47624 members 
Mstep: Class 7 contains 15952 members 
Mstep: Class 9 contains 14143 members 
Mstep: Class 10 contains 58039 members 
Mstep: Class 11 contains 128714 members 
Mstep: Class 14 contains 10577 members 
Mstep: Class 15 contains 639339 members 
Mstep: Class 17 contains 139466 members 
Mstep: Class 18 contains 73801 members 
Mstep: Class 22 contains 213094 members 
Mstep: Class 23 contains 211309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146282192.000000 Penalty: 56938.203125
Iteration 33Q: 17 clusters Score -1.462822e+08 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 51972 members 
Mstep: Class 3 contains 44368 members 
Mstep: Class 4 contains 9324 members 
Mstep: Class 5 contains 43803 members 
Mstep: Class 6 contains 47839 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 9 contains 14146 members 
Mstep: Class 10 contains 58135 members 
Mstep: Class 11 contains 130172 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 629562 members 
Mstep: Class 17 contains 139456 members 
Mstep: Class 18 contains 73023 members 
Mstep: Class 22 contains 217870 members 
Mstep: Class 23 contains 215590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146284016.000000 Penalty: 56938.203125
Iteration 34Q: 17 clusters Score -1.46284e+08 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 51004 members 
Mstep: Class 3 contains 44346 members 
Mstep: Class 4 contains 9975 members 
Mstep: Class 5 contains 43689 members 
Mstep: Class 6 contains 48015 members 
Mstep: Class 7 contains 16192 members 
Mstep: Class 9 contains 14143 members 
Mstep: Class 10 contains 58121 members 
Mstep: Class 11 contains 131422 members 
Mstep: Class 14 contains 10727 members 
Mstep: Class 15 contains 621378 members 
Mstep: Class 17 contains 139547 members 
Mstep: Class 18 contains 72354 members 
Mstep: Class 22 contains 222081 members 
Mstep: Class 23 contains 219017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146287152.000000 Penalty: 56938.203125
Iteration 35Q: 17 clusters Score -1.462872e+08 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 50172 members 
Mstep: Class 3 contains 44332 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 43587 members 
Mstep: Class 6 contains 48178 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 9 contains 14153 members 
Mstep: Class 10 contains 58018 members 
Mstep: Class 11 contains 132448 members 
Mstep: Class 14 contains 10785 members 
Mstep: Class 15 contains 614637 members 
Mstep: Class 17 contains 139662 members 
Mstep: Class 18 contains 71716 members 
Mstep: Class 22 contains 225719 members 
Mstep: Class 23 contains 221743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146289472.000000 Penalty: 56938.203125
Iteration 36Q: 17 clusters Score -1.462895e+08 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 49396 members 
Mstep: Class 3 contains 44349 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 43534 members 
Mstep: Class 6 contains 48285 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 9 contains 14160 members 
Mstep: Class 10 contains 57899 members 
Mstep: Class 11 contains 133288 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 608916 members 
Mstep: Class 17 contains 139784 members 
Mstep: Class 18 contains 71145 members 
Mstep: Class 22 contains 228939 members 
Mstep: Class 23 contains 223997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146291376.000000 Penalty: 56938.203125
Iteration 37Q: 17 clusters Score -1.462914e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 48745 members 
Mstep: Class 3 contains 44321 members 
Mstep: Class 4 contains 11711 members 
Mstep: Class 5 contains 43471 members 
Mstep: Class 6 contains 48405 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 57782 members 
Mstep: Class 11 contains 134007 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 604117 members 
Mstep: Class 17 contains 139912 members 
Mstep: Class 18 contains 70611 members 
Mstep: Class 22 contains 231733 members 
Mstep: Class 23 contains 225817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146292848.000000 Penalty: 56938.203125
Iteration 38Q: 17 clusters Score -1.462928e+08 nChanged 7242
Entering ConstructFrom: 
Score: -146292848.000000 Penalty: 56938.203125
Entering ConstructFrom: 
Trying to split cluster 1 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -295877.062500 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -295877.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -292369.937500 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -292369.9 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -293104.531250 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -293104.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -293285.156250 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -293285.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -293387.937500 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -293387.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -293440.156250 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -293440.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -293489.406250 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -293489.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -293532.781250 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -293532.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -293571.468750 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -293571.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -293605.875000 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -293605.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -293630.375000 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -293630.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -293649.562500 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -293649.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -293664.625000 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -293664.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -293683.312500 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -293683.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -293704.343750 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -293704.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -293725.062500 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -293725.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -293743.687500 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -293743.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -293766.000000 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -293766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -293780.906250 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -293780.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -293795.343750 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -293795.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293807.093750 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -293807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -293814.187500 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -293814.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -293820.531250 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -293820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -293825.468750 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -293825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -293828.593750 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -293828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -293831.187500 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -293831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -293833.656250 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -293833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -293836.281250 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -293836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -293837.093750 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -293837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -293836.968750 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -293837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -293836.906250 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -293836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -293836.906250 Penalty: 4017.228516
	Iteration 30F: 3 clusters Score -293836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Entering Unmasked Estep 
Score: -4076936.750000 Penalty: 2674.124756
	Iteration 0F: 2 clusters Score -4076937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4044429.000000 Penalty: 5348.249512
	Iteration 0F: 3 clusters Score -4044429 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4056852.000000 Penalty: 5348.249512
	Iteration 1F: 3 clusters Score -4056852 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4057561.250000 Penalty: 5348.249512
	Iteration 2Q: 3 clusters Score -4057561 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4058456.500000 Penalty: 5348.249512
	Iteration 3Q: 3 clusters Score -4058456 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4059840.750000 Penalty: 5348.249512
	Iteration 4Q: 3 clusters Score -4059841 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4061927.750000 Penalty: 5348.249512
	Iteration 5F: 3 clusters Score -4061928 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4064587.000000 Penalty: 5348.249512
	Iteration 6F: 3 clusters Score -4064587 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4067092.500000 Penalty: 5348.249512
	Iteration 7F: 3 clusters Score -4067092 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4068941.250000 Penalty: 5348.249512
	Iteration 8F: 3 clusters Score -4068941 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4070162.250000 Penalty: 5348.249512
	Iteration 9F: 3 clusters Score -4070162 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4070891.250000 Penalty: 5348.249512
	Iteration 10Q: 3 clusters Score -4070891 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4071365.000000 Penalty: 5348.249512
	Iteration 11Q: 3 clusters Score -4071365 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4071694.000000 Penalty: 5348.249512
	Iteration 12Q: 3 clusters Score -4071694 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4072033.750000 Penalty: 5348.249512
	Iteration 13Q: 3 clusters Score -4072034 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4072335.000000 Penalty: 5348.249512
	Iteration 14Q: 3 clusters Score -4072335 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4072725.500000 Penalty: 5348.249512
	Iteration 15Q: 3 clusters Score -4072726 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4073147.250000 Penalty: 5348.249512
	Iteration 16Q: 3 clusters Score -4073147 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4073687.250000 Penalty: 5348.249512
	Iteration 17Q: 3 clusters Score -4073687 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -4074291.250000 Penalty: 5348.249512
	Iteration 18Q: 3 clusters Score -4074291 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4074986.250000 Penalty: 5348.249512
	Iteration 19Q: 3 clusters Score -4074986 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -4075740.750000 Penalty: 5348.249512
	Iteration 20F: 3 clusters Score -4075741 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4076484.500000 Penalty: 5348.249512
	Iteration 21Q: 3 clusters Score -4076484 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -4077197.500000 Penalty: 5348.249512
	Iteration 22Q: 3 clusters Score -4077198 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -4077757.250000 Penalty: 5348.249512
	Iteration 23Q: 3 clusters Score -4077757 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -4078113.000000 Penalty: 5348.249512
	Iteration 24Q: 3 clusters Score -4078113 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -4078353.750000 Penalty: 5348.249512
	Iteration 25Q: 3 clusters Score -4078354 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -4078522.000000 Penalty: 5348.249512
	Iteration 26Q: 3 clusters Score -4078522 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -4078610.500000 Penalty: 5348.249512
	Iteration 27Q: 3 clusters Score -4078610 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -4078685.750000 Penalty: 5348.249512
	Iteration 28Q: 3 clusters Score -4078686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -4078712.250000 Penalty: 5348.249512
	Iteration 29Q: 3 clusters Score -4078712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -4078747.250000 Penalty: 5348.249512
	Iteration 30Q: 3 clusters Score -4078747 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -4078777.750000 Penalty: 5348.249512
	Iteration 31Q: 3 clusters Score -4078778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -4078798.000000 Penalty: 5348.249512
	Iteration 32Q: 3 clusters Score -4078798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -4078806.500000 Penalty: 5348.249512
	Iteration 33Q: 3 clusters Score -4078806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -4078814.000000 Penalty: 5348.249512
	Iteration 34Q: 3 clusters Score -4078814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -4078821.250000 Penalty: 5348.249512
	Iteration 35Q: 3 clusters Score -4078821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -4078829.000000 Penalty: 5348.249512
	Iteration 36Q: 3 clusters Score -4078829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -4078826.500000 Penalty: 5348.249512
	Iteration 37Q: 3 clusters Score -4078826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -4078831.750000 Penalty: 5348.249512
	Iteration 38Q: 3 clusters Score -4078832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -4078836.000000 Penalty: 5348.249512
	Iteration 39Q: 3 clusters Score -4078836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -4078836.750000 Penalty: 5348.249512
	Iteration 40F: 3 clusters Score -4078837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -4078841.500000 Penalty: 5348.249512
	Iteration 41Q: 3 clusters Score -4078842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -4078841.750000 Penalty: 5348.249512
	Iteration 42Q: 3 clusters Score -4078842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -4078837.750000 Penalty: 5348.249512
	Iteration 43Q: 3 clusters Score -4078838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -4078836.250000 Penalty: 5348.249512
	Iteration 44Q: 3 clusters Score -4078836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -4078836.750000 Penalty: 5348.249512
	Iteration 45Q: 3 clusters Score -4078837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -4078834.750000 Penalty: 5348.249512
	Iteration 46Q: 3 clusters Score -4078835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -4078837.000000 Penalty: 5348.249512
	Iteration 47Q: 3 clusters Score -4078837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -4078834.750000 Penalty: 5348.249512
	Iteration 48Q: 3 clusters Score -4078835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -4078836.250000 Penalty: 5348.249512
	Iteration 49Q: 3 clusters Score -4078836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -4078836.250000 Penalty: 5348.249512
	Iteration 50Q: 3 clusters Score -4078836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -4078835.750000 Penalty: 5348.249512
	Iteration 51Q: 3 clusters Score -4078836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -4078836.500000 Penalty: 5348.249512
	Iteration 52Q: 3 clusters Score -4078836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -4078834.250000 Penalty: 5348.249512
	Iteration 53Q: 3 clusters Score -4078834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -4078840.500000 Penalty: 5348.249512
	Iteration 54Q: 3 clusters Score -4078840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -4078840.500000 Penalty: 5348.249512
	Iteration 55Q: 3 clusters Score -4078840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -4078841.500000 Penalty: 5348.249512
	Iteration 56Q: 3 clusters Score -4078842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -4078842.250000 Penalty: 5348.249512
	Iteration 57Q: 3 clusters Score -4078842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -4078846.250000 Penalty: 5348.249512
	Iteration 58Q: 3 clusters Score -4078846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -4078846.250000 Penalty: 5348.249512
	Iteration 59F: 3 clusters Score -4078846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 44379 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 43403 members 
Mstep: Class 6 contains 48498 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 14167 members 
Mstep: Class 10 contains 57620 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 22 contains 234167 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146295120.000000 Penalty: 60496.839844
Splitting cluster 2 changes total score from -146292848.000000 to -146295120.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (44379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Entering Unmasked Estep 
Score: -3729242.250000 Penalty: 2653.729248
	Iteration 0F: 2 clusters Score -3729242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3699486.250000 Penalty: 5307.458496
	Iteration 0F: 3 clusters Score -3699486 nChanged 20111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3712060.250000 Penalty: 5307.458496
	Iteration 1F: 3 clusters Score -3712060 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3714786.750000 Penalty: 5307.458496
	Iteration 2F: 3 clusters Score -3714787 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3718519.750000 Penalty: 5307.458496
	Iteration 3F: 3 clusters Score -3718520 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3722390.250000 Penalty: 5307.458496
	Iteration 4F: 3 clusters Score -3722390 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3725729.250000 Penalty: 5307.458496
	Iteration 5F: 3 clusters Score -3725729 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3728588.500000 Penalty: 5307.458496
	Iteration 6F: 3 clusters Score -3728588 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3731083.750000 Penalty: 5307.458496
	Iteration 7F: 3 clusters Score -3731084 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3733055.250000 Penalty: 5307.458496
	Iteration 8Q: 3 clusters Score -3733055 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3734318.250000 Penalty: 5307.458496
	Iteration 9Q: 3 clusters Score -3734318 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3734866.750000 Penalty: 5307.458496
	Iteration 10Q: 3 clusters Score -3734867 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3735067.750000 Penalty: 5307.458496
	Iteration 11Q: 3 clusters Score -3735068 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3735213.250000 Penalty: 5307.458496
	Iteration 12Q: 3 clusters Score -3735213 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3735280.250000 Penalty: 5307.458496
	Iteration 13Q: 3 clusters Score -3735280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3735317.750000 Penalty: 5307.458496
	Iteration 14Q: 3 clusters Score -3735318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3735348.250000 Penalty: 5307.458496
	Iteration 15Q: 3 clusters Score -3735348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3735362.500000 Penalty: 5307.458496
	Iteration 16Q: 3 clusters Score -3735362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3735357.250000 Penalty: 5307.458496
	Iteration 17Q: 3 clusters Score -3735357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3735400.000000 Penalty: 5307.458496
	Iteration 18Q: 3 clusters Score -3735400 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3735442.000000 Penalty: 5307.458496
	Iteration 19Q: 3 clusters Score -3735442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3735476.750000 Penalty: 5307.458496
	Iteration 20F: 3 clusters Score -3735477 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3735506.500000 Penalty: 5307.458496
	Iteration 21Q: 3 clusters Score -3735506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3735567.250000 Penalty: 5307.458496
	Iteration 22Q: 3 clusters Score -3735567 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3735600.500000 Penalty: 5307.458496
	Iteration 23Q: 3 clusters Score -3735600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3735642.750000 Penalty: 5307.458496
	Iteration 24Q: 3 clusters Score -3735643 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3735676.000000 Penalty: 5307.458496
	Iteration 25Q: 3 clusters Score -3735676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3735717.750000 Penalty: 5307.458496
	Iteration 26Q: 3 clusters Score -3735718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3735748.250000 Penalty: 5307.458496
	Iteration 27Q: 3 clusters Score -3735748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3735770.500000 Penalty: 5307.458496
	Iteration 28Q: 3 clusters Score -3735770 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3735781.250000 Penalty: 5307.458496
	Iteration 29Q: 3 clusters Score -3735781 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3735792.750000 Penalty: 5307.458496
	Iteration 30Q: 3 clusters Score -3735793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3735808.500000 Penalty: 5307.458496
	Iteration 31Q: 3 clusters Score -3735808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3735818.750000 Penalty: 5307.458496
	Iteration 32Q: 3 clusters Score -3735819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3735815.750000 Penalty: 5307.458496
	Iteration 33Q: 3 clusters Score -3735816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3735818.500000 Penalty: 5307.458496
	Iteration 34Q: 3 clusters Score -3735818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3735822.750000 Penalty: 5307.458496
	Iteration 35Q: 3 clusters Score -3735823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3735826.250000 Penalty: 5307.458496
	Iteration 36Q: 3 clusters Score -3735826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3735825.750000 Penalty: 5307.458496
	Iteration 37Q: 3 clusters Score -3735826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3735828.750000 Penalty: 5307.458496
	Iteration 38Q: 3 clusters Score -3735829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3735825.500000 Penalty: 5307.458496
	Iteration 39Q: 3 clusters Score -3735826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3735828.250000 Penalty: 5307.458496
	Iteration 40F: 3 clusters Score -3735828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3735833.000000 Penalty: 5307.458496
	Iteration 41Q: 3 clusters Score -3735833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3735832.000000 Penalty: 5307.458496
	Iteration 42Q: 3 clusters Score -3735832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3735834.000000 Penalty: 5307.458496
	Iteration 43Q: 3 clusters Score -3735834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3735832.500000 Penalty: 5307.458496
	Iteration 44Q: 3 clusters Score -3735832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3735833.500000 Penalty: 5307.458496
	Iteration 45Q: 3 clusters Score -3735834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3735833.500000 Penalty: 5307.458496
	Iteration 46F: 3 clusters Score -3735834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 43403 members 
Mstep: Class 6 contains 48498 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 14167 members 
Mstep: Class 10 contains 57620 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 22 contains 234167 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146301680.000000 Penalty: 64055.476562
Splitting cluster 3 changes total score from -146292848.000000 to -146301680.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (12213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Entering Unmasked Estep 
Score: -1148797.375000 Penalty: 2333.743652
	Iteration 0F: 2 clusters Score -1148797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1139671.875000 Penalty: 4667.487305
	Iteration 0F: 3 clusters Score -1139672 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1142489.250000 Penalty: 4667.487305
	Iteration 1F: 3 clusters Score -1142489 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1142807.125000 Penalty: 4667.487305
	Iteration 2F: 3 clusters Score -1142807 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1143031.125000 Penalty: 4667.487305
	Iteration 3Q: 3 clusters Score -1143031 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1143197.500000 Penalty: 4667.487305
	Iteration 4Q: 3 clusters Score -1143198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1143339.125000 Penalty: 4667.487305
	Iteration 5Q: 3 clusters Score -1143339 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1143436.875000 Penalty: 4667.487305
	Iteration 6Q: 3 clusters Score -1143437 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1143517.500000 Penalty: 4667.487305
	Iteration 7Q: 3 clusters Score -1143518 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1143604.000000 Penalty: 4667.487305
	Iteration 8Q: 3 clusters Score -1143604 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1143705.875000 Penalty: 4667.487305
	Iteration 9Q: 3 clusters Score -1143706 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1143808.125000 Penalty: 4667.487305
	Iteration 10Q: 3 clusters Score -1143808 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1143923.625000 Penalty: 4667.487305
	Iteration 11Q: 3 clusters Score -1143924 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1144045.000000 Penalty: 4667.487305
	Iteration 12Q: 3 clusters Score -1144045 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1144197.875000 Penalty: 4667.487305
	Iteration 13Q: 3 clusters Score -1144198 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1144388.750000 Penalty: 4667.487305
	Iteration 14Q: 3 clusters Score -1144389 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1144618.375000 Penalty: 4667.487305
	Iteration 15Q: 3 clusters Score -1144618 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1144882.500000 Penalty: 4667.487305
	Iteration 16Q: 3 clusters Score -1144882 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1145127.375000 Penalty: 4667.487305
	Iteration 17Q: 3 clusters Score -1145127 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1145349.125000 Penalty: 4667.487305
	Iteration 18Q: 3 clusters Score -1145349 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1145580.500000 Penalty: 4667.487305
	Iteration 19Q: 3 clusters Score -1145580 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1145784.250000 Penalty: 4667.487305
	Iteration 20F: 3 clusters Score -1145784 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1145939.125000 Penalty: 4667.487305
	Iteration 21Q: 3 clusters Score -1145939 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1146089.625000 Penalty: 4667.487305
	Iteration 22Q: 3 clusters Score -1146090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1146220.875000 Penalty: 4667.487305
	Iteration 23Q: 3 clusters Score -1146221 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1146321.625000 Penalty: 4667.487305
	Iteration 24Q: 3 clusters Score -1146322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1146376.500000 Penalty: 4667.487305
	Iteration 25Q: 3 clusters Score -1146376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1146426.875000 Penalty: 4667.487305
	Iteration 26Q: 3 clusters Score -1146427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1146467.875000 Penalty: 4667.487305
	Iteration 27Q: 3 clusters Score -1146468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1146497.250000 Penalty: 4667.487305
	Iteration 28Q: 3 clusters Score -1146497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1146529.375000 Penalty: 4667.487305
	Iteration 29Q: 3 clusters Score -1146529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1146551.875000 Penalty: 4667.487305
	Iteration 30Q: 3 clusters Score -1146552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1146574.125000 Penalty: 4667.487305
	Iteration 31Q: 3 clusters Score -1146574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1146591.625000 Penalty: 4667.487305
	Iteration 32Q: 3 clusters Score -1146592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1146609.500000 Penalty: 4667.487305
	Iteration 33Q: 3 clusters Score -1146610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1146626.750000 Penalty: 4667.487305
	Iteration 34Q: 3 clusters Score -1146627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1146640.375000 Penalty: 4667.487305
	Iteration 35Q: 3 clusters Score -1146640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1146657.000000 Penalty: 4667.487305
	Iteration 36Q: 3 clusters Score -1146657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1146674.625000 Penalty: 4667.487305
	Iteration 37Q: 3 clusters Score -1146675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1146685.875000 Penalty: 4667.487305
	Iteration 38Q: 3 clusters Score -1146686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1146691.875000 Penalty: 4667.487305
	Iteration 39Q: 3 clusters Score -1146692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1146691.875000 Penalty: 4667.487305
	Iteration 40F: 3 clusters Score -1146692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1146695.500000 Penalty: 4667.487305
	Iteration 41Q: 3 clusters Score -1146696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1146699.750000 Penalty: 4667.487305
	Iteration 42Q: 3 clusters Score -1146700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1146703.125000 Penalty: 4667.487305
	Iteration 43Q: 3 clusters Score -1146703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1146705.250000 Penalty: 4667.487305
	Iteration 44Q: 3 clusters Score -1146705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1146707.500000 Penalty: 4667.487305
	Iteration 45Q: 3 clusters Score -1146708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1146708.250000 Penalty: 4667.487305
	Iteration 46Q: 3 clusters Score -1146708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1146709.250000 Penalty: 4667.487305
	Iteration 47Q: 3 clusters Score -1146709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1146711.125000 Penalty: 4667.487305
	Iteration 48Q: 3 clusters Score -1146711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1146716.875000 Penalty: 4667.487305
	Iteration 49Q: 3 clusters Score -1146717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1146722.250000 Penalty: 4667.487305
	Iteration 50Q: 3 clusters Score -1146722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1146726.125000 Penalty: 4667.487305
	Iteration 51Q: 3 clusters Score -1146726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1146730.875000 Penalty: 4667.487305
	Iteration 52Q: 3 clusters Score -1146731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1146738.625000 Penalty: 4667.487305
	Iteration 53Q: 3 clusters Score -1146739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1146739.250000 Penalty: 4667.487305
	Iteration 54Q: 3 clusters Score -1146739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1146739.250000 Penalty: 4667.487305
	Iteration 55F: 3 clusters Score -1146739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Entering Unmasked Estep 
Score: -3543204.000000 Penalty: 2648.214355
	Iteration 0F: 2 clusters Score -3543204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3514006.500000 Penalty: 5296.428711
	Iteration 0F: 3 clusters Score -3514006 nChanged 19926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3526748.750000 Penalty: 5296.428711
	Iteration 1F: 3 clusters Score -3526749 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3530455.000000 Penalty: 5296.428711
	Iteration 2F: 3 clusters Score -3530455 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3535039.000000 Penalty: 5296.428711
	Iteration 3F: 3 clusters Score -3535039 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3539391.250000 Penalty: 5296.428711
	Iteration 4F: 3 clusters Score -3539391 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3543447.500000 Penalty: 5296.428711
	Iteration 5F: 3 clusters Score -3543448 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3546532.500000 Penalty: 5296.428711
	Iteration 6F: 3 clusters Score -3546532 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3548983.250000 Penalty: 5296.428711
	Iteration 7F: 3 clusters Score -3548983 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3550894.000000 Penalty: 5296.428711
	Iteration 8F: 3 clusters Score -3550894 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3552799.250000 Penalty: 5296.428711
	Iteration 9F: 3 clusters Score -3552799 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3555180.250000 Penalty: 5296.428711
	Iteration 10F: 3 clusters Score -3555180 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3557535.250000 Penalty: 5296.428711
	Iteration 11Q: 3 clusters Score -3557535 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3559225.750000 Penalty: 5296.428711
	Iteration 12Q: 3 clusters Score -3559226 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3560077.500000 Penalty: 5296.428711
	Iteration 13Q: 3 clusters Score -3560078 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3560610.250000 Penalty: 5296.428711
	Iteration 14Q: 3 clusters Score -3560610 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3561151.250000 Penalty: 5296.428711
	Iteration 15Q: 3 clusters Score -3561151 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3561708.250000 Penalty: 5296.428711
	Iteration 16Q: 3 clusters Score -3561708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3561912.000000 Penalty: 5296.428711
	Iteration 17Q: 3 clusters Score -3561912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3561954.500000 Penalty: 5296.428711
	Iteration 18Q: 3 clusters Score -3561954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3561960.250000 Penalty: 5296.428711
	Iteration 19Q: 3 clusters Score -3561960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3562005.750000 Penalty: 5296.428711
	Iteration 20F: 3 clusters Score -3562006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3562016.500000 Penalty: 5296.428711
	Iteration 21Q: 3 clusters Score -3562016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3562008.000000 Penalty: 5296.428711
	Iteration 22Q: 3 clusters Score -3562008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3562009.500000 Penalty: 5296.428711
	Iteration 23Q: 3 clusters Score -3562010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3562012.250000 Penalty: 5296.428711
	Iteration 24Q: 3 clusters Score -3562012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3562009.500000 Penalty: 5296.428711
	Iteration 25Q: 3 clusters Score -3562010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3562009.500000 Penalty: 5296.428711
	Iteration 26F: 3 clusters Score -3562010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 48498 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 14167 members 
Mstep: Class 10 contains 57620 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 22 contains 234167 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146319488.000000 Penalty: 67614.117188
Splitting cluster 5 changes total score from -146292848.000000 to -146319488.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (48498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Entering Unmasked Estep 
Score: -4136431.500000 Penalty: 2675.740967
	Iteration 0F: 2 clusters Score -4136432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4103848.500000 Penalty: 5351.481934
	Iteration 0F: 3 clusters Score -4103848 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -4117883.000000 Penalty: 5351.481934
	Iteration 1F: 3 clusters Score -4117883 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4120354.500000 Penalty: 5351.481934
	Iteration 2F: 3 clusters Score -4120354 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4122901.500000 Penalty: 5351.481934
	Iteration 3F: 3 clusters Score -4122902 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4125536.500000 Penalty: 5351.481934
	Iteration 4F: 3 clusters Score -4125536 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4128334.500000 Penalty: 5351.481934
	Iteration 5F: 3 clusters Score -4128334 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4131193.000000 Penalty: 5351.481934
	Iteration 6F: 3 clusters Score -4131193 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4133798.500000 Penalty: 5351.481934
	Iteration 7F: 3 clusters Score -4133798 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4135860.250000 Penalty: 5351.481934
	Iteration 8Q: 3 clusters Score -4135860 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4137229.500000 Penalty: 5351.481934
	Iteration 9Q: 3 clusters Score -4137230 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4138032.000000 Penalty: 5351.481934
	Iteration 10Q: 3 clusters Score -4138032 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4138557.500000 Penalty: 5351.481934
	Iteration 11Q: 3 clusters Score -4138558 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4138890.250000 Penalty: 5351.481934
	Iteration 12Q: 3 clusters Score -4138890 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4139156.750000 Penalty: 5351.481934
	Iteration 13Q: 3 clusters Score -4139157 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4139401.250000 Penalty: 5351.481934
	Iteration 14Q: 3 clusters Score -4139401 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4139601.250000 Penalty: 5351.481934
	Iteration 15Q: 3 clusters Score -4139601 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4139834.500000 Penalty: 5351.481934
	Iteration 16Q: 3 clusters Score -4139834 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4140072.500000 Penalty: 5351.481934
	Iteration 17Q: 3 clusters Score -4140072 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4140462.750000 Penalty: 5351.481934
	Iteration 18Q: 3 clusters Score -4140463 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4141059.750000 Penalty: 5351.481934
	Iteration 19Q: 3 clusters Score -4141060 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4141538.750000 Penalty: 5351.481934
	Iteration 20F: 3 clusters Score -4141539 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4141745.250000 Penalty: 5351.481934
	Iteration 21Q: 3 clusters Score -4141745 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4141814.000000 Penalty: 5351.481934
	Iteration 22Q: 3 clusters Score -4141814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4141837.750000 Penalty: 5351.481934
	Iteration 23Q: 3 clusters Score -4141838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4141843.500000 Penalty: 5351.481934
	Iteration 24Q: 3 clusters Score -4141844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4141846.250000 Penalty: 5351.481934
	Iteration 25Q: 3 clusters Score -4141846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4141862.750000 Penalty: 5351.481934
	Iteration 26Q: 3 clusters Score -4141863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4141862.000000 Penalty: 5351.481934
	Iteration 27Q: 3 clusters Score -4141862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4141875.500000 Penalty: 5351.481934
	Iteration 28Q: 3 clusters Score -4141876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4141871.500000 Penalty: 5351.481934
	Iteration 29Q: 3 clusters Score -4141872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4141874.500000 Penalty: 5351.481934
	Iteration 30Q: 3 clusters Score -4141874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4141879.250000 Penalty: 5351.481934
	Iteration 31Q: 3 clusters Score -4141879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4141884.500000 Penalty: 5351.481934
	Iteration 32Q: 3 clusters Score -4141884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4141882.250000 Penalty: 5351.481934
	Iteration 33Q: 3 clusters Score -4141882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4141873.000000 Penalty: 5351.481934
	Iteration 34Q: 3 clusters Score -4141873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4141884.500000 Penalty: 5351.481934
	Iteration 35Q: 3 clusters Score -4141884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4141884.500000 Penalty: 5351.481934
	Iteration 36Q: 3 clusters Score -4141884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4141888.500000 Penalty: 5351.481934
	Iteration 37Q: 3 clusters Score -4141888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4141889.500000 Penalty: 5351.481934
	Iteration 38Q: 3 clusters Score -4141890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4141887.750000 Penalty: 5351.481934
	Iteration 39Q: 3 clusters Score -4141888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4141887.500000 Penalty: 5351.481934
	Iteration 40F: 3 clusters Score -4141888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4141886.500000 Penalty: 5351.481934
	Iteration 41Q: 3 clusters Score -4141886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4141894.000000 Penalty: 5351.481934
	Iteration 42Q: 3 clusters Score -4141894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4141894.000000 Penalty: 5351.481934
	Iteration 43F: 3 clusters Score -4141894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 14167 members 
Mstep: Class 10 contains 57620 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 22 contains 234167 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146323680.000000 Penalty: 71172.750000
Splitting cluster 6 changes total score from -146292848.000000 to -146323680.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (16488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Entering Unmasked Estep 
Score: -1460484.500000 Penalty: 2408.176270
	Iteration 0F: 2 clusters Score -1460484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1448685.000000 Penalty: 4816.352539
	Iteration 0F: 3 clusters Score -1448685 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1452528.500000 Penalty: 4816.352539
	Iteration 1F: 3 clusters Score -1452528 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1452972.875000 Penalty: 4816.352539
	Iteration 2F: 3 clusters Score -1452973 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1453351.625000 Penalty: 4816.352539
	Iteration 3F: 3 clusters Score -1453352 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1453787.750000 Penalty: 4816.352539
	Iteration 4Q: 3 clusters Score -1453788 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1454316.750000 Penalty: 4816.352539
	Iteration 5Q: 3 clusters Score -1454317 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1455007.250000 Penalty: 4816.352539
	Iteration 6F: 3 clusters Score -1455007 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1455920.125000 Penalty: 4816.352539
	Iteration 7F: 3 clusters Score -1455920 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1456817.000000 Penalty: 4816.352539
	Iteration 8F: 3 clusters Score -1456817 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1457623.125000 Penalty: 4816.352539
	Iteration 9F: 3 clusters Score -1457623 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1458134.750000 Penalty: 4816.352539
	Iteration 10F: 3 clusters Score -1458135 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1458405.875000 Penalty: 4816.352539
	Iteration 11Q: 3 clusters Score -1458406 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1458544.375000 Penalty: 4816.352539
	Iteration 12Q: 3 clusters Score -1458544 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1458620.625000 Penalty: 4816.352539
	Iteration 13Q: 3 clusters Score -1458621 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1458675.000000 Penalty: 4816.352539
	Iteration 14Q: 3 clusters Score -1458675 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1458712.750000 Penalty: 4816.352539
	Iteration 15Q: 3 clusters Score -1458713 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1458752.875000 Penalty: 4816.352539
	Iteration 16Q: 3 clusters Score -1458753 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1458778.625000 Penalty: 4816.352539
	Iteration 17Q: 3 clusters Score -1458779 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1458790.250000 Penalty: 4816.352539
	Iteration 18Q: 3 clusters Score -1458790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1458808.625000 Penalty: 4816.352539
	Iteration 19Q: 3 clusters Score -1458809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1458822.375000 Penalty: 4816.352539
	Iteration 20F: 3 clusters Score -1458822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1458837.000000 Penalty: 4816.352539
	Iteration 21Q: 3 clusters Score -1458837 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1458865.250000 Penalty: 4816.352539
	Iteration 22Q: 3 clusters Score -1458865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1458893.375000 Penalty: 4816.352539
	Iteration 23Q: 3 clusters Score -1458893 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1458917.000000 Penalty: 4816.352539
	Iteration 24Q: 3 clusters Score -1458917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1458937.750000 Penalty: 4816.352539
	Iteration 25Q: 3 clusters Score -1458938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1458961.625000 Penalty: 4816.352539
	Iteration 26Q: 3 clusters Score -1458962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1458977.125000 Penalty: 4816.352539
	Iteration 27Q: 3 clusters Score -1458977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1458993.500000 Penalty: 4816.352539
	Iteration 28Q: 3 clusters Score -1458994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1459009.375000 Penalty: 4816.352539
	Iteration 29Q: 3 clusters Score -1459009 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1459031.375000 Penalty: 4816.352539
	Iteration 30Q: 3 clusters Score -1459031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1459055.250000 Penalty: 4816.352539
	Iteration 31Q: 3 clusters Score -1459055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1459072.250000 Penalty: 4816.352539
	Iteration 32Q: 3 clusters Score -1459072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1459090.125000 Penalty: 4816.352539
	Iteration 33Q: 3 clusters Score -1459090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1459112.750000 Penalty: 4816.352539
	Iteration 34Q: 3 clusters Score -1459113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1459133.625000 Penalty: 4816.352539
	Iteration 35Q: 3 clusters Score -1459134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1459150.500000 Penalty: 4816.352539
	Iteration 36Q: 3 clusters Score -1459150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1459168.125000 Penalty: 4816.352539
	Iteration 37Q: 3 clusters Score -1459168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1459185.375000 Penalty: 4816.352539
	Iteration 38Q: 3 clusters Score -1459185 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1459199.250000 Penalty: 4816.352539
	Iteration 39Q: 3 clusters Score -1459199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1459218.125000 Penalty: 4816.352539
	Iteration 40F: 3 clusters Score -1459218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1459239.500000 Penalty: 4816.352539
	Iteration 41Q: 3 clusters Score -1459240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1459257.250000 Penalty: 4816.352539
	Iteration 42Q: 3 clusters Score -1459257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1459279.125000 Penalty: 4816.352539
	Iteration 43Q: 3 clusters Score -1459279 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1459307.125000 Penalty: 4816.352539
	Iteration 44Q: 3 clusters Score -1459307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1459336.250000 Penalty: 4816.352539
	Iteration 45Q: 3 clusters Score -1459336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1459358.875000 Penalty: 4816.352539
	Iteration 46Q: 3 clusters Score -1459359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1459396.125000 Penalty: 4816.352539
	Iteration 47Q: 3 clusters Score -1459396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1459426.750000 Penalty: 4816.352539
	Iteration 48Q: 3 clusters Score -1459427 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1459474.000000 Penalty: 4816.352539
	Iteration 49Q: 3 clusters Score -1459474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1459506.250000 Penalty: 4816.352539
	Iteration 50Q: 3 clusters Score -1459506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1459537.375000 Penalty: 4816.352539
	Iteration 51Q: 3 clusters Score -1459537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1459566.000000 Penalty: 4816.352539
	Iteration 52Q: 3 clusters Score -1459566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1459601.625000 Penalty: 4816.352539
	Iteration 53Q: 3 clusters Score -1459602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1459629.750000 Penalty: 4816.352539
	Iteration 54Q: 3 clusters Score -1459630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1459655.000000 Penalty: 4816.352539
	Iteration 55Q: 3 clusters Score -1459655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1459671.000000 Penalty: 4816.352539
	Iteration 56Q: 3 clusters Score -1459671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1459691.375000 Penalty: 4816.352539
	Iteration 57Q: 3 clusters Score -1459691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1459700.750000 Penalty: 4816.352539
	Iteration 58Q: 3 clusters Score -1459701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1459710.250000 Penalty: 4816.352539
	Iteration 59Q: 3 clusters Score -1459710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1459723.375000 Penalty: 4816.352539
	Iteration 60F: 3 clusters Score -1459723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1459749.125000 Penalty: 4816.352539
	Iteration 61Q: 3 clusters Score -1459749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1459765.625000 Penalty: 4816.352539
	Iteration 62Q: 3 clusters Score -1459766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1459783.750000 Penalty: 4816.352539
	Iteration 63Q: 3 clusters Score -1459784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1459797.125000 Penalty: 4816.352539
	Iteration 64Q: 3 clusters Score -1459797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1459801.500000 Penalty: 4816.352539
	Iteration 65Q: 3 clusters Score -1459802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1459804.375000 Penalty: 4816.352539
	Iteration 66Q: 3 clusters Score -1459804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1459808.000000 Penalty: 4816.352539
	Iteration 67Q: 3 clusters Score -1459808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1459807.000000 Penalty: 4816.352539
	Iteration 68Q: 3 clusters Score -1459807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1459816.125000 Penalty: 4816.352539
	Iteration 69Q: 3 clusters Score -1459816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1459813.375000 Penalty: 4816.352539
	Iteration 70Q: 3 clusters Score -1459813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1459814.125000 Penalty: 4816.352539
	Iteration 71Q: 3 clusters Score -1459814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1459815.125000 Penalty: 4816.352539
	Iteration 72Q: 3 clusters Score -1459815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1459818.000000 Penalty: 4816.352539
	Iteration 73Q: 3 clusters Score -1459818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1459821.000000 Penalty: 4816.352539
	Iteration 74Q: 3 clusters Score -1459821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1459821.625000 Penalty: 4816.352539
	Iteration 75Q: 3 clusters Score -1459822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1459823.500000 Penalty: 4816.352539
	Iteration 76Q: 3 clusters Score -1459824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1459822.000000 Penalty: 4816.352539
	Iteration 77Q: 3 clusters Score -1459822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1459821.125000 Penalty: 4816.352539
	Iteration 78Q: 3 clusters Score -1459821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1459822.250000 Penalty: 4816.352539
	Iteration 79Q: 3 clusters Score -1459822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1459822.250000 Penalty: 4816.352539
	Iteration 80F: 3 clusters Score -1459822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1459821.500000 Penalty: 4816.352539
	Iteration 81Q: 3 clusters Score -1459822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1459823.750000 Penalty: 4816.352539
	Iteration 82Q: 3 clusters Score -1459824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1459825.500000 Penalty: 4816.352539
	Iteration 83Q: 3 clusters Score -1459826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1459823.125000 Penalty: 4816.352539
	Iteration 84Q: 3 clusters Score -1459823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1459824.125000 Penalty: 4816.352539
	Iteration 85Q: 3 clusters Score -1459824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1459823.375000 Penalty: 4816.352539
	Iteration 86Q: 3 clusters Score -1459823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1459825.750000 Penalty: 4816.352539
	Iteration 87Q: 3 clusters Score -1459826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1459826.500000 Penalty: 4816.352539
	Iteration 88Q: 3 clusters Score -1459826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1459827.500000 Penalty: 4816.352539
	Iteration 89Q: 3 clusters Score -1459828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1459827.000000 Penalty: 4816.352539
	Iteration 90Q: 3 clusters Score -1459827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1459828.500000 Penalty: 4816.352539
	Iteration 91Q: 3 clusters Score -1459828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1459829.000000 Penalty: 4816.352539
	Iteration 92Q: 3 clusters Score -1459829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1459827.250000 Penalty: 4816.352539
	Iteration 93Q: 3 clusters Score -1459827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1459826.750000 Penalty: 4816.352539
	Iteration 94Q: 3 clusters Score -1459827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1459828.875000 Penalty: 4816.352539
	Iteration 95Q: 3 clusters Score -1459829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1459829.375000 Penalty: 4816.352539
	Iteration 96Q: 3 clusters Score -1459829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1459829.375000 Penalty: 4816.352539
	Iteration 97F: 3 clusters Score -1459829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Entering Unmasked Estep 
Score: -1067253.500000 Penalty: 2370.550293
	Iteration 0F: 2 clusters Score -1067254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1057078.000000 Penalty: 4741.100586
	Iteration 0F: 3 clusters Score -1057078 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1061013.750000 Penalty: 4741.100586
	Iteration 1F: 3 clusters Score -1061014 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1062686.875000 Penalty: 4741.100586
	Iteration 2F: 3 clusters Score -1062687 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1064822.000000 Penalty: 4741.100586
	Iteration 3F: 3 clusters Score -1064822 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1066556.250000 Penalty: 4741.100586
	Iteration 4F: 3 clusters Score -1066556 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1067555.125000 Penalty: 4741.100586
	Iteration 5F: 3 clusters Score -1067555 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1068065.500000 Penalty: 4741.100586
	Iteration 6Q: 3 clusters Score -1068066 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1068365.500000 Penalty: 4741.100586
	Iteration 7Q: 3 clusters Score -1068366 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1068555.250000 Penalty: 4741.100586
	Iteration 8Q: 3 clusters Score -1068555 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1068706.375000 Penalty: 4741.100586
	Iteration 9Q: 3 clusters Score -1068706 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1068834.875000 Penalty: 4741.100586
	Iteration 10Q: 3 clusters Score -1068835 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1068972.625000 Penalty: 4741.100586
	Iteration 11Q: 3 clusters Score -1068973 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1069135.000000 Penalty: 4741.100586
	Iteration 12Q: 3 clusters Score -1069135 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1069295.500000 Penalty: 4741.100586
	Iteration 13Q: 3 clusters Score -1069296 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1069464.125000 Penalty: 4741.100586
	Iteration 14Q: 3 clusters Score -1069464 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1069626.625000 Penalty: 4741.100586
	Iteration 15Q: 3 clusters Score -1069627 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1069815.625000 Penalty: 4741.100586
	Iteration 16Q: 3 clusters Score -1069816 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1070050.625000 Penalty: 4741.100586
	Iteration 17Q: 3 clusters Score -1070051 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1070370.500000 Penalty: 4741.100586
	Iteration 18Q: 3 clusters Score -1070370 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1070816.000000 Penalty: 4741.100586
	Iteration 19Q: 3 clusters Score -1070816 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1071345.875000 Penalty: 4741.100586
	Iteration 20F: 3 clusters Score -1071346 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1071680.500000 Penalty: 4741.100586
	Iteration 21Q: 3 clusters Score -1071680 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1071868.875000 Penalty: 4741.100586
	Iteration 22Q: 3 clusters Score -1071869 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1071966.500000 Penalty: 4741.100586
	Iteration 23Q: 3 clusters Score -1071966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1072044.750000 Penalty: 4741.100586
	Iteration 24Q: 3 clusters Score -1072045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1072117.750000 Penalty: 4741.100586
	Iteration 25Q: 3 clusters Score -1072118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1072178.250000 Penalty: 4741.100586
	Iteration 26Q: 3 clusters Score -1072178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1072232.125000 Penalty: 4741.100586
	Iteration 27Q: 3 clusters Score -1072232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1072279.625000 Penalty: 4741.100586
	Iteration 28Q: 3 clusters Score -1072280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1072301.125000 Penalty: 4741.100586
	Iteration 29Q: 3 clusters Score -1072301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1072331.875000 Penalty: 4741.100586
	Iteration 30Q: 3 clusters Score -1072332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1072352.750000 Penalty: 4741.100586
	Iteration 31Q: 3 clusters Score -1072353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1072362.875000 Penalty: 4741.100586
	Iteration 32Q: 3 clusters Score -1072363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1072367.750000 Penalty: 4741.100586
	Iteration 33Q: 3 clusters Score -1072368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1072374.375000 Penalty: 4741.100586
	Iteration 34Q: 3 clusters Score -1072374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1072378.250000 Penalty: 4741.100586
	Iteration 35Q: 3 clusters Score -1072378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1072381.625000 Penalty: 4741.100586
	Iteration 36Q: 3 clusters Score -1072382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1072379.375000 Penalty: 4741.100586
	Iteration 37Q: 3 clusters Score -1072379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1072384.875000 Penalty: 4741.100586
	Iteration 38Q: 3 clusters Score -1072385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1072387.875000 Penalty: 4741.100586
	Iteration 39Q: 3 clusters Score -1072388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1072390.000000 Penalty: 4741.100586
	Iteration 40F: 3 clusters Score -1072390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1072392.625000 Penalty: 4741.100586
	Iteration 41Q: 3 clusters Score -1072393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1072394.250000 Penalty: 4741.100586
	Iteration 42Q: 3 clusters Score -1072394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1072394.750000 Penalty: 4741.100586
	Iteration 43Q: 3 clusters Score -1072395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1072396.500000 Penalty: 4741.100586
	Iteration 44Q: 3 clusters Score -1072396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1072395.750000 Penalty: 4741.100586
	Iteration 45Q: 3 clusters Score -1072396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1072395.750000 Penalty: 4741.100586
	Iteration 46F: 3 clusters Score -1072396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 57620 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 22 contains 234167 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146328336.000000 Penalty: 74731.390625
Splitting cluster 9 changes total score from -146292848.000000 to -146328336.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (57620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Entering Unmasked Estep 
Score: -5184457.500000 Penalty: 2718.482910
	Iteration 0F: 2 clusters Score -5184458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -5145721.500000 Penalty: 5436.965820
	Iteration 0F: 3 clusters Score -5145722 nChanged 26853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -5160651.500000 Penalty: 5436.965820
	Iteration 1F: 3 clusters Score -5160652 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -5161724.500000 Penalty: 5436.965820
	Iteration 2Q: 3 clusters Score -5161724 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -5163348.500000 Penalty: 5436.965820
	Iteration 3F: 3 clusters Score -5163348 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5165847.000000 Penalty: 5436.965820
	Iteration 4F: 3 clusters Score -5165847 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5169054.500000 Penalty: 5436.965820
	Iteration 5F: 3 clusters Score -5169054 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5172642.000000 Penalty: 5436.965820
	Iteration 6F: 3 clusters Score -5172642 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -5176381.000000 Penalty: 5436.965820
	Iteration 7F: 3 clusters Score -5176381 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -5179711.000000 Penalty: 5436.965820
	Iteration 8F: 3 clusters Score -5179711 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -5182258.500000 Penalty: 5436.965820
	Iteration 9F: 3 clusters Score -5182258 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -5184235.500000 Penalty: 5436.965820
	Iteration 10Q: 3 clusters Score -5184236 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -5185531.500000 Penalty: 5436.965820
	Iteration 11Q: 3 clusters Score -5185532 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -5186307.500000 Penalty: 5436.965820
	Iteration 12Q: 3 clusters Score -5186308 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5186833.500000 Penalty: 5436.965820
	Iteration 13Q: 3 clusters Score -5186834 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -5187147.000000 Penalty: 5436.965820
	Iteration 14Q: 3 clusters Score -5187147 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -5187333.500000 Penalty: 5436.965820
	Iteration 15Q: 3 clusters Score -5187334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -5187452.500000 Penalty: 5436.965820
	Iteration 16Q: 3 clusters Score -5187452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -5187511.000000 Penalty: 5436.965820
	Iteration 17Q: 3 clusters Score -5187511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -5187551.500000 Penalty: 5436.965820
	Iteration 18Q: 3 clusters Score -5187552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -5187582.000000 Penalty: 5436.965820
	Iteration 19Q: 3 clusters Score -5187582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5187660.500000 Penalty: 5436.965820
	Iteration 20F: 3 clusters Score -5187660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -5187694.500000 Penalty: 5436.965820
	Iteration 21Q: 3 clusters Score -5187694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -5187709.000000 Penalty: 5436.965820
	Iteration 22Q: 3 clusters Score -5187709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -5187711.000000 Penalty: 5436.965820
	Iteration 23Q: 3 clusters Score -5187711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -5187720.000000 Penalty: 5436.965820
	Iteration 24Q: 3 clusters Score -5187720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -5187721.000000 Penalty: 5436.965820
	Iteration 25Q: 3 clusters Score -5187721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -5187721.500000 Penalty: 5436.965820
	Iteration 26Q: 3 clusters Score -5187722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -5187723.500000 Penalty: 5436.965820
	Iteration 27Q: 3 clusters Score -5187724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -5187722.000000 Penalty: 5436.965820
	Iteration 28Q: 3 clusters Score -5187722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -5187726.000000 Penalty: 5436.965820
	Iteration 29Q: 3 clusters Score -5187726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -5187726.000000 Penalty: 5436.965820
	Iteration 30F: 3 clusters Score -5187726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 57293 members 
Mstep: Class 22 contains 234167 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146330752.000000 Penalty: 78290.031250
Splitting cluster 10 changes total score from -146292848.000000 to -146330752.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (134694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134694 members 
Entering Unmasked Estep 
Score: -12251496.000000 Penalty: 2929.068604
	Iteration 0F: 2 clusters Score -1.22515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -12161860.000000 Penalty: 5858.137207
	Iteration 0F: 3 clusters Score -1.216186e+07 nChanged 63756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -12199010.000000 Penalty: 5858.137207
	Iteration 1F: 3 clusters Score -1.219901e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -12200512.000000 Penalty: 5858.137207
	Iteration 2Q: 3 clusters Score -1.220051e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -12203078.000000 Penalty: 5858.137207
	Iteration 3Q: 3 clusters Score -1.220308e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -12206919.000000 Penalty: 5858.137207
	Iteration 4F: 3 clusters Score -1.220692e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -12212803.000000 Penalty: 5858.137207
	Iteration 5F: 3 clusters Score -1.22128e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -12220860.000000 Penalty: 5858.137207
	Iteration 6F: 3 clusters Score -1.222086e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111059 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -12229365.000000 Penalty: 5858.137207
	Iteration 7F: 3 clusters Score -1.222936e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118884 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -12236414.000000 Penalty: 5858.137207
	Iteration 8F: 3 clusters Score -1.223641e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -12241581.000000 Penalty: 5858.137207
	Iteration 9Q: 3 clusters Score -1.224158e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -12244762.000000 Penalty: 5858.137207
	Iteration 10Q: 3 clusters Score -1.224476e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -12246573.000000 Penalty: 5858.137207
	Iteration 11Q: 3 clusters Score -1.224657e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12247589.000000 Penalty: 5858.137207
	Iteration 12Q: 3 clusters Score -1.224759e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12248215.000000 Penalty: 5858.137207
	Iteration 13Q: 3 clusters Score -1.224822e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133485 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12248589.000000 Penalty: 5858.137207
	Iteration 14Q: 3 clusters Score -1.224859e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133732 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12248770.000000 Penalty: 5858.137207
	Iteration 15Q: 3 clusters Score -1.224877e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133890 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12248865.000000 Penalty: 5858.137207
	Iteration 16Q: 3 clusters Score -1.224886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12248943.000000 Penalty: 5858.137207
	Iteration 17Q: 3 clusters Score -1.224894e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12248985.000000 Penalty: 5858.137207
	Iteration 18Q: 3 clusters Score -1.224898e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134058 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -12249008.000000 Penalty: 5858.137207
	Iteration 19Q: 3 clusters Score -1.224901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134078 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12249036.000000 Penalty: 5858.137207
	Iteration 20F: 3 clusters Score -1.224904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12249045.000000 Penalty: 5858.137207
	Iteration 21Q: 3 clusters Score -1.224904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12249066.000000 Penalty: 5858.137207
	Iteration 22Q: 3 clusters Score -1.224907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134113 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12249062.000000 Penalty: 5858.137207
	Iteration 23Q: 3 clusters Score -1.224906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12249080.000000 Penalty: 5858.137207
	Iteration 24Q: 3 clusters Score -1.224908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134136 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -12249099.000000 Penalty: 5858.137207
	Iteration 25Q: 3 clusters Score -1.22491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134142 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12249105.000000 Penalty: 5858.137207
	Iteration 26Q: 3 clusters Score -1.22491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134146 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12249120.000000 Penalty: 5858.137207
	Iteration 27Q: 3 clusters Score -1.224912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134151 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12249114.000000 Penalty: 5858.137207
	Iteration 28Q: 3 clusters Score -1.224911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12249121.000000 Penalty: 5858.137207
	Iteration 29Q: 3 clusters Score -1.224912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12249125.000000 Penalty: 5858.137207
	Iteration 30Q: 3 clusters Score -1.224912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12249142.000000 Penalty: 5858.137207
	Iteration 31Q: 3 clusters Score -1.224914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12249142.000000 Penalty: 5858.137207
	Iteration 32F: 3 clusters Score -1.224914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1032844.187500 Penalty: 2303.273682
	Iteration 0F: 2 clusters Score -1032844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1024550.750000 Penalty: 4606.547363
	Iteration 0F: 3 clusters Score -1024551 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1027002.625000 Penalty: 4606.547363
	Iteration 1F: 3 clusters Score -1027003 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1027215.562500 Penalty: 4606.547363
	Iteration 2F: 3 clusters Score -1027216 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1027370.375000 Penalty: 4606.547363
	Iteration 3Q: 3 clusters Score -1027370 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1027484.875000 Penalty: 4606.547363
	Iteration 4Q: 3 clusters Score -1027485 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1027575.375000 Penalty: 4606.547363
	Iteration 5Q: 3 clusters Score -1027575 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1027654.062500 Penalty: 4606.547363
	Iteration 6Q: 3 clusters Score -1027654 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1027715.187500 Penalty: 4606.547363
	Iteration 7Q: 3 clusters Score -1027715 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1027754.562500 Penalty: 4606.547363
	Iteration 8Q: 3 clusters Score -1027755 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1027786.062500 Penalty: 4606.547363
	Iteration 9Q: 3 clusters Score -1027786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1027809.812500 Penalty: 4606.547363
	Iteration 10Q: 3 clusters Score -1027810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1027838.687500 Penalty: 4606.547363
	Iteration 11Q: 3 clusters Score -1027839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1027869.875000 Penalty: 4606.547363
	Iteration 12Q: 3 clusters Score -1027870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1027893.187500 Penalty: 4606.547363
	Iteration 13Q: 3 clusters Score -1027893 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1027921.250000 Penalty: 4606.547363
	Iteration 14Q: 3 clusters Score -1027921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1027942.937500 Penalty: 4606.547363
	Iteration 15Q: 3 clusters Score -1027943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1027963.312500 Penalty: 4606.547363
	Iteration 16Q: 3 clusters Score -1027963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1027984.500000 Penalty: 4606.547363
	Iteration 17Q: 3 clusters Score -1027984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1028002.875000 Penalty: 4606.547363
	Iteration 18Q: 3 clusters Score -1028003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1028022.000000 Penalty: 4606.547363
	Iteration 19Q: 3 clusters Score -1028022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1028044.562500 Penalty: 4606.547363
	Iteration 20F: 3 clusters Score -1028045 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1028071.250000 Penalty: 4606.547363
	Iteration 21Q: 3 clusters Score -1028071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1028102.937500 Penalty: 4606.547363
	Iteration 22Q: 3 clusters Score -1028103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1028132.437500 Penalty: 4606.547363
	Iteration 23Q: 3 clusters Score -1028132 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1028162.750000 Penalty: 4606.547363
	Iteration 24Q: 3 clusters Score -1028163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1028189.125000 Penalty: 4606.547363
	Iteration 25Q: 3 clusters Score -1028189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1028228.375000 Penalty: 4606.547363
	Iteration 26Q: 3 clusters Score -1028228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1028275.375000 Penalty: 4606.547363
	Iteration 27Q: 3 clusters Score -1028275 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1028335.812500 Penalty: 4606.547363
	Iteration 28Q: 3 clusters Score -1028336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1028414.812500 Penalty: 4606.547363
	Iteration 29Q: 3 clusters Score -1028415 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1028503.312500 Penalty: 4606.547363
	Iteration 30Q: 3 clusters Score -1028503 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1028623.500000 Penalty: 4606.547363
	Iteration 31Q: 3 clusters Score -1028624 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1028797.250000 Penalty: 4606.547363
	Iteration 32Q: 3 clusters Score -1028797 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1029018.750000 Penalty: 4606.547363
	Iteration 33Q: 3 clusters Score -1029019 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1029269.125000 Penalty: 4606.547363
	Iteration 34Q: 3 clusters Score -1029269 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1029552.000000 Penalty: 4606.547363
	Iteration 35Q: 3 clusters Score -1029552 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1029843.187500 Penalty: 4606.547363
	Iteration 36Q: 3 clusters Score -1029843 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1030123.250000 Penalty: 4606.547363
	Iteration 37Q: 3 clusters Score -1030123 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1030337.562500 Penalty: 4606.547363
	Iteration 38Q: 3 clusters Score -1030338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1030478.875000 Penalty: 4606.547363
	Iteration 39Q: 3 clusters Score -1030479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1030571.562500 Penalty: 4606.547363
	Iteration 40F: 3 clusters Score -1030572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1030639.687500 Penalty: 4606.547363
	Iteration 41Q: 3 clusters Score -1030640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1030692.000000 Penalty: 4606.547363
	Iteration 42Q: 3 clusters Score -1030692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1030726.437500 Penalty: 4606.547363
	Iteration 43Q: 3 clusters Score -1030726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1030755.000000 Penalty: 4606.547363
	Iteration 44Q: 3 clusters Score -1030755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1030776.875000 Penalty: 4606.547363
	Iteration 45Q: 3 clusters Score -1030777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1030791.000000 Penalty: 4606.547363
	Iteration 46Q: 3 clusters Score -1030791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1030804.250000 Penalty: 4606.547363
	Iteration 47Q: 3 clusters Score -1030804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1030815.250000 Penalty: 4606.547363
	Iteration 48Q: 3 clusters Score -1030815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1030835.937500 Penalty: 4606.547363
	Iteration 49Q: 3 clusters Score -1030836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1030854.375000 Penalty: 4606.547363
	Iteration 50Q: 3 clusters Score -1030854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1030859.062500 Penalty: 4606.547363
	Iteration 51Q: 3 clusters Score -1030859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1030866.125000 Penalty: 4606.547363
	Iteration 52Q: 3 clusters Score -1030866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1030868.312500 Penalty: 4606.547363
	Iteration 53Q: 3 clusters Score -1030868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1030868.312500 Penalty: 4606.547363
	Iteration 54F: 3 clusters Score -1030868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (600097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600097 members 
Entering Unmasked Estep 
Score: -52422440.000000 Penalty: 3299.602051
	Iteration 0F: 2 clusters Score -5.242244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300169 members 
Mstep: Class 2 contains 299928 members 
Entering Unmasked Estep 
Score: -52049892.000000 Penalty: 6599.204102
	Iteration 0F: 3 clusters Score -5.204989e+07 nChanged 294063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302460 members 
Mstep: Class 2 contains 297637 members 
Entering Unmasked Estep 
Score: -52228492.000000 Penalty: 6599.204102
	Iteration 1F: 3 clusters Score -5.222849e+07 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304200 members 
Mstep: Class 2 contains 295897 members 
Entering Unmasked Estep 
Score: -52234288.000000 Penalty: 6599.204102
	Iteration 2Q: 3 clusters Score -5.223429e+07 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306448 members 
Mstep: Class 2 contains 293649 members 
Entering Unmasked Estep 
Score: -52242924.000000 Penalty: 6599.204102
	Iteration 3Q: 3 clusters Score -5.224292e+07 nChanged 28313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309325 members 
Mstep: Class 2 contains 290772 members 
Entering Unmasked Estep 
Score: -52257256.000000 Penalty: 6599.204102
	Iteration 4Q: 3 clusters Score -5.225726e+07 nChanged 33715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311988 members 
Mstep: Class 2 contains 288109 members 
Entering Unmasked Estep 
Score: -52276872.000000 Penalty: 6599.204102
	Iteration 5F: 3 clusters Score -5.227687e+07 nChanged 37095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314463 members 
Mstep: Class 2 contains 285634 members 
Entering Unmasked Estep 
Score: -52297532.000000 Penalty: 6599.204102
	Iteration 6F: 3 clusters Score -5.229753e+07 nChanged 38384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318117 members 
Mstep: Class 2 contains 281980 members 
Entering Unmasked Estep 
Score: -52320572.000000 Penalty: 6599.204102
	Iteration 7F: 3 clusters Score -5.232057e+07 nChanged 36962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324427 members 
Mstep: Class 2 contains 275670 members 
Entering Unmasked Estep 
Score: -52344192.000000 Penalty: 6599.204102
	Iteration 8F: 3 clusters Score -5.234419e+07 nChanged 33844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333017 members 
Mstep: Class 2 contains 267080 members 
Entering Unmasked Estep 
Score: -52365400.000000 Penalty: 6599.204102
	Iteration 9F: 3 clusters Score -5.23654e+07 nChanged 27820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342125 members 
Mstep: Class 2 contains 257972 members 
Entering Unmasked Estep 
Score: -52379388.000000 Penalty: 6599.204102
	Iteration 10Q: 3 clusters Score -5.237939e+07 nChanged 20030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350249 members 
Mstep: Class 2 contains 249848 members 
Entering Unmasked Estep 
Score: -52387108.000000 Penalty: 6599.204102
	Iteration 11Q: 3 clusters Score -5.238711e+07 nChanged 13875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357276 members 
Mstep: Class 2 contains 242821 members 
Entering Unmasked Estep 
Score: -52391816.000000 Penalty: 6599.204102
	Iteration 12Q: 3 clusters Score -5.239182e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363897 members 
Mstep: Class 2 contains 236200 members 
Entering Unmasked Estep 
Score: -52395160.000000 Penalty: 6599.204102
	Iteration 13Q: 3 clusters Score -5.239516e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370425 members 
Mstep: Class 2 contains 229672 members 
Entering Unmasked Estep 
Score: -52398932.000000 Penalty: 6599.204102
	Iteration 14Q: 3 clusters Score -5.239893e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377304 members 
Mstep: Class 2 contains 222793 members 
Entering Unmasked Estep 
Score: -52402664.000000 Penalty: 6599.204102
	Iteration 15Q: 3 clusters Score -5.240266e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384347 members 
Mstep: Class 2 contains 215750 members 
Entering Unmasked Estep 
Score: -52406184.000000 Penalty: 6599.204102
	Iteration 16Q: 3 clusters Score -5.240618e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391149 members 
Mstep: Class 2 contains 208948 members 
Entering Unmasked Estep 
Score: -52409984.000000 Penalty: 6599.204102
	Iteration 17Q: 3 clusters Score -5.240998e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397703 members 
Mstep: Class 2 contains 202394 members 
Entering Unmasked Estep 
Score: -52412900.000000 Penalty: 6599.204102
	Iteration 18Q: 3 clusters Score -5.24129e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403831 members 
Mstep: Class 2 contains 196266 members 
Entering Unmasked Estep 
Score: -52415596.000000 Penalty: 6599.204102
	Iteration 19Q: 3 clusters Score -5.24156e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409513 members 
Mstep: Class 2 contains 190584 members 
Entering Unmasked Estep 
Score: -52418208.000000 Penalty: 6599.204102
	Iteration 20F: 3 clusters Score -5.241821e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414737 members 
Mstep: Class 2 contains 185360 members 
Entering Unmasked Estep 
Score: -52419688.000000 Penalty: 6599.204102
	Iteration 21Q: 3 clusters Score -5.241969e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419467 members 
Mstep: Class 2 contains 180630 members 
Entering Unmasked Estep 
Score: -52420940.000000 Penalty: 6599.204102
	Iteration 22Q: 3 clusters Score -5.242094e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423798 members 
Mstep: Class 2 contains 176299 members 
Entering Unmasked Estep 
Score: -52421656.000000 Penalty: 6599.204102
	Iteration 23Q: 3 clusters Score -5.242166e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427748 members 
Mstep: Class 2 contains 172349 members 
Entering Unmasked Estep 
Score: -52422528.000000 Penalty: 6599.204102
	Iteration 24Q: 3 clusters Score -5.242253e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431351 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -52422436.000000 Penalty: 6599.204102
	Iteration 25Q: 3 clusters Score -5.242244e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434623 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -52422340.000000 Penalty: 6599.204102
	Iteration 26Q: 3 clusters Score -5.242234e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437546 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -52422496.000000 Penalty: 6599.204102
	Iteration 27Q: 3 clusters Score -5.24225e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440259 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -52422868.000000 Penalty: 6599.204102
	Iteration 28Q: 3 clusters Score -5.242287e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442798 members 
Mstep: Class 2 contains 157299 members 
Entering Unmasked Estep 
Score: -52422660.000000 Penalty: 6599.204102
	Iteration 29Q: 3 clusters Score -5.242266e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445147 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -52422652.000000 Penalty: 6599.204102
	Iteration 30Q: 3 clusters Score -5.242265e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447395 members 
Mstep: Class 2 contains 152702 members 
Entering Unmasked Estep 
Score: -52422752.000000 Penalty: 6599.204102
	Iteration 31Q: 3 clusters Score -5.242275e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449488 members 
Mstep: Class 2 contains 150609 members 
Entering Unmasked Estep 
Score: -52422780.000000 Penalty: 6599.204102
	Iteration 32Q: 3 clusters Score -5.242278e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451456 members 
Mstep: Class 2 contains 148641 members 
Entering Unmasked Estep 
Score: -52422688.000000 Penalty: 6599.204102
	Iteration 33Q: 3 clusters Score -5.242269e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453282 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -52422736.000000 Penalty: 6599.204102
	Iteration 34Q: 3 clusters Score -5.242274e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455001 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -52422792.000000 Penalty: 6599.204102
	Iteration 35Q: 3 clusters Score -5.242279e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456638 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -52422688.000000 Penalty: 6599.204102
	Iteration 36Q: 3 clusters Score -5.242269e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458219 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -52422580.000000 Penalty: 6599.204102
	Iteration 37Q: 3 clusters Score -5.242258e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459711 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -52422564.000000 Penalty: 6599.204102
	Iteration 38Q: 3 clusters Score -5.242256e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461124 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -52422600.000000 Penalty: 6599.204102
	Iteration 39Q: 3 clusters Score -5.24226e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462439 members 
Mstep: Class 2 contains 137658 members 
Entering Unmasked Estep 
Score: -52422660.000000 Penalty: 6599.204102
	Iteration 40F: 3 clusters Score -5.242266e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463624 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -52422592.000000 Penalty: 6599.204102
	Iteration 41Q: 3 clusters Score -5.242259e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464764 members 
Mstep: Class 2 contains 135333 members 
Entering Unmasked Estep 
Score: -52422596.000000 Penalty: 6599.204102
	Iteration 42Q: 3 clusters Score -5.24226e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465912 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -52422596.000000 Penalty: 6599.204102
	Iteration 43Q: 3 clusters Score -5.24226e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466995 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -52422596.000000 Penalty: 6599.204102
	Iteration 44Q: 3 clusters Score -5.24226e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468060 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -52422604.000000 Penalty: 6599.204102
	Iteration 45Q: 3 clusters Score -5.24226e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469061 members 
Mstep: Class 2 contains 131036 members 
Entering Unmasked Estep 
Score: -52422664.000000 Penalty: 6599.204102
	Iteration 46Q: 3 clusters Score -5.242266e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469978 members 
Mstep: Class 2 contains 130119 members 
Entering Unmasked Estep 
Score: -52422620.000000 Penalty: 6599.204102
	Iteration 47Q: 3 clusters Score -5.242262e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470846 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -52422824.000000 Penalty: 6599.204102
	Iteration 48Q: 3 clusters Score -5.242282e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471688 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -52422748.000000 Penalty: 6599.204102
	Iteration 49Q: 3 clusters Score -5.242275e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472533 members 
Mstep: Class 2 contains 127564 members 
Entering Unmasked Estep 
Score: -52422836.000000 Penalty: 6599.204102
	Iteration 50Q: 3 clusters Score -5.242284e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473364 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -52422796.000000 Penalty: 6599.204102
	Iteration 51Q: 3 clusters Score -5.24228e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474166 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -52422736.000000 Penalty: 6599.204102
	Iteration 52Q: 3 clusters Score -5.242274e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474925 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -52422616.000000 Penalty: 6599.204102
	Iteration 53Q: 3 clusters Score -5.242262e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475621 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -52422596.000000 Penalty: 6599.204102
	Iteration 54Q: 3 clusters Score -5.24226e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476265 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -52422588.000000 Penalty: 6599.204102
	Iteration 55Q: 3 clusters Score -5.242259e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476923 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -52422620.000000 Penalty: 6599.204102
	Iteration 56Q: 3 clusters Score -5.242262e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477589 members 
Mstep: Class 2 contains 122508 members 
Entering Unmasked Estep 
Score: -52422676.000000 Penalty: 6599.204102
	Iteration 57Q: 3 clusters Score -5.242268e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478266 members 
Mstep: Class 2 contains 121831 members 
Entering Unmasked Estep 
Score: -52422772.000000 Penalty: 6599.204102
	Iteration 58Q: 3 clusters Score -5.242277e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478930 members 
Mstep: Class 2 contains 121167 members 
Entering Unmasked Estep 
Score: -52422768.000000 Penalty: 6599.204102
	Iteration 59Q: 3 clusters Score -5.242277e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479589 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -52422660.000000 Penalty: 6599.204102
	Iteration 60F: 3 clusters Score -5.242266e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480232 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -52422548.000000 Penalty: 6599.204102
	Iteration 61Q: 3 clusters Score -5.242255e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480907 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -52422684.000000 Penalty: 6599.204102
	Iteration 62Q: 3 clusters Score -5.242268e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481595 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -52422708.000000 Penalty: 6599.204102
	Iteration 63Q: 3 clusters Score -5.242271e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482237 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -52422580.000000 Penalty: 6599.204102
	Iteration 64Q: 3 clusters Score -5.242258e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482856 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -52422560.000000 Penalty: 6599.204102
	Iteration 65Q: 3 clusters Score -5.242256e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483470 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -52422408.000000 Penalty: 6599.204102
	Iteration 66Q: 3 clusters Score -5.242241e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484071 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 67Q: 3 clusters Score -5.242235e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484682 members 
Mstep: Class 2 contains 115415 members 
Entering Unmasked Estep 
Score: -52422372.000000 Penalty: 6599.204102
	Iteration 68Q: 3 clusters Score -5.242237e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485253 members 
Mstep: Class 2 contains 114844 members 
Entering Unmasked Estep 
Score: -52422400.000000 Penalty: 6599.204102
	Iteration 69Q: 3 clusters Score -5.24224e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485832 members 
Mstep: Class 2 contains 114265 members 
Entering Unmasked Estep 
Score: -52422444.000000 Penalty: 6599.204102
	Iteration 70Q: 3 clusters Score -5.242244e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486438 members 
Mstep: Class 2 contains 113659 members 
Entering Unmasked Estep 
Score: -52422388.000000 Penalty: 6599.204102
	Iteration 71Q: 3 clusters Score -5.242239e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487024 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 72Q: 3 clusters Score -5.242234e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487584 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -52422372.000000 Penalty: 6599.204102
	Iteration 73Q: 3 clusters Score -5.242237e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488105 members 
Mstep: Class 2 contains 111992 members 
Entering Unmasked Estep 
Score: -52422416.000000 Penalty: 6599.204102
	Iteration 74Q: 3 clusters Score -5.242242e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488615 members 
Mstep: Class 2 contains 111482 members 
Entering Unmasked Estep 
Score: -52422408.000000 Penalty: 6599.204102
	Iteration 75Q: 3 clusters Score -5.242241e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489124 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -52422528.000000 Penalty: 6599.204102
	Iteration 76Q: 3 clusters Score -5.242253e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489589 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -52422676.000000 Penalty: 6599.204102
	Iteration 77Q: 3 clusters Score -5.242268e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490037 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -52422596.000000 Penalty: 6599.204102
	Iteration 78Q: 3 clusters Score -5.24226e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490500 members 
Mstep: Class 2 contains 109597 members 
Entering Unmasked Estep 
Score: -52422628.000000 Penalty: 6599.204102
	Iteration 79Q: 3 clusters Score -5.242263e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490953 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -52422592.000000 Penalty: 6599.204102
	Iteration 80F: 3 clusters Score -5.242259e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491392 members 
Mstep: Class 2 contains 108705 members 
Entering Unmasked Estep 
Score: -52422564.000000 Penalty: 6599.204102
	Iteration 81Q: 3 clusters Score -5.242256e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491822 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -52422560.000000 Penalty: 6599.204102
	Iteration 82Q: 3 clusters Score -5.242256e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492271 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -52422556.000000 Penalty: 6599.204102
	Iteration 83Q: 3 clusters Score -5.242256e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492689 members 
Mstep: Class 2 contains 107408 members 
Entering Unmasked Estep 
Score: -52422532.000000 Penalty: 6599.204102
	Iteration 84Q: 3 clusters Score -5.242253e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493063 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -52422640.000000 Penalty: 6599.204102
	Iteration 85Q: 3 clusters Score -5.242264e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493452 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -52422640.000000 Penalty: 6599.204102
	Iteration 86Q: 3 clusters Score -5.242264e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493838 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -52422560.000000 Penalty: 6599.204102
	Iteration 87Q: 3 clusters Score -5.242256e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494197 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -52422528.000000 Penalty: 6599.204102
	Iteration 88Q: 3 clusters Score -5.242253e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494524 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -52422584.000000 Penalty: 6599.204102
	Iteration 89Q: 3 clusters Score -5.242258e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494876 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -52422600.000000 Penalty: 6599.204102
	Iteration 90Q: 3 clusters Score -5.24226e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495184 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -52422596.000000 Penalty: 6599.204102
	Iteration 91Q: 3 clusters Score -5.24226e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495467 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5.242258e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495721 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5.24225e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495986 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -52422472.000000 Penalty: 6599.204102
	Iteration 94Q: 3 clusters Score -5.242247e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496225 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -52422384.000000 Penalty: 6599.204102
	Iteration 95Q: 3 clusters Score -5.242238e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496480 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5.242247e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496686 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -52422424.000000 Penalty: 6599.204102
	Iteration 97Q: 3 clusters Score -5.242242e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496894 members 
Mstep: Class 2 contains 103203 members 
Entering Unmasked Estep 
Score: -52422372.000000 Penalty: 6599.204102
	Iteration 98Q: 3 clusters Score -5.242237e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497074 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -52422360.000000 Penalty: 6599.204102
	Iteration 99Q: 3 clusters Score -5.242236e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497243 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -52422392.000000 Penalty: 6599.204102
	Iteration 100F: 3 clusters Score -5.242239e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497404 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -52422408.000000 Penalty: 6599.204102
	Iteration 101Q: 3 clusters Score -5.242241e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497543 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5.242238e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497671 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -52422428.000000 Penalty: 6599.204102
	Iteration 103Q: 3 clusters Score -5.242243e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497804 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -52422440.000000 Penalty: 6599.204102
	Iteration 104Q: 3 clusters Score -5.242244e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497916 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5.242247e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498009 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -52422500.000000 Penalty: 6599.204102
	Iteration 106Q: 3 clusters Score -5.24225e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498118 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5.242253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498227 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5.24225e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498321 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -52422440.000000 Penalty: 6599.204102
	Iteration 109Q: 3 clusters Score -5.242244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498408 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -52422376.000000 Penalty: 6599.204102
	Iteration 110Q: 3 clusters Score -5.242238e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498492 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -52422408.000000 Penalty: 6599.204102
	Iteration 111Q: 3 clusters Score -5.242241e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498567 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -52422404.000000 Penalty: 6599.204102
	Iteration 112Q: 3 clusters Score -5.24224e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498642 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -52422424.000000 Penalty: 6599.204102
	Iteration 113Q: 3 clusters Score -5.242242e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498712 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -52422420.000000 Penalty: 6599.204102
	Iteration 114Q: 3 clusters Score -5.242242e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498774 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -52422392.000000 Penalty: 6599.204102
	Iteration 115Q: 3 clusters Score -5.242239e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498835 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -52422428.000000 Penalty: 6599.204102
	Iteration 116Q: 3 clusters Score -5.242243e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498891 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -52422496.000000 Penalty: 6599.204102
	Iteration 117Q: 3 clusters Score -5.24225e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498966 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -52422480.000000 Penalty: 6599.204102
	Iteration 118Q: 3 clusters Score -5.242248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499030 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -52422480.000000 Penalty: 6599.204102
	Iteration 119Q: 3 clusters Score -5.242248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499096 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -52422464.000000 Penalty: 6599.204102
	Iteration 120F: 3 clusters Score -5.242246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499166 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -52422460.000000 Penalty: 6599.204102
	Iteration 121Q: 3 clusters Score -5.242246e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499227 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -52422448.000000 Penalty: 6599.204102
	Iteration 122Q: 3 clusters Score -5.242245e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499296 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -52422472.000000 Penalty: 6599.204102
	Iteration 123Q: 3 clusters Score -5.242247e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499378 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -52422428.000000 Penalty: 6599.204102
	Iteration 124Q: 3 clusters Score -5.242243e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499453 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -52422432.000000 Penalty: 6599.204102
	Iteration 125Q: 3 clusters Score -5.242243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499513 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -52422424.000000 Penalty: 6599.204102
	Iteration 126Q: 3 clusters Score -5.242242e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499573 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -52422460.000000 Penalty: 6599.204102
	Iteration 127Q: 3 clusters Score -5.242246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499617 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -52422432.000000 Penalty: 6599.204102
	Iteration 128Q: 3 clusters Score -5.242243e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499661 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -52422440.000000 Penalty: 6599.204102
	Iteration 129Q: 3 clusters Score -5.242244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499714 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -52422436.000000 Penalty: 6599.204102
	Iteration 130Q: 3 clusters Score -5.242244e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499768 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5.242245e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499819 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -52422496.000000 Penalty: 6599.204102
	Iteration 132Q: 3 clusters Score -5.24225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499880 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -52422468.000000 Penalty: 6599.204102
	Iteration 133Q: 3 clusters Score -5.242247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499923 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5.242243e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499969 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5.242243e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500021 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -52422428.000000 Penalty: 6599.204102
	Iteration 136Q: 3 clusters Score -5.242243e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 500057 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -52422408.000000 Penalty: 6599.204102
	Iteration 137Q: 3 clusters Score -5.242241e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 500091 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -52422392.000000 Penalty: 6599.204102
	Iteration 138Q: 3 clusters Score -5.242239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500131 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -52422388.000000 Penalty: 6599.204102
	Iteration 139Q: 3 clusters Score -5.242239e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500175 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -52422364.000000 Penalty: 6599.204102
	Iteration 140F: 3 clusters Score -5.242236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500208 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -52422360.000000 Penalty: 6599.204102
	Iteration 141Q: 3 clusters Score -5.242236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500236 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -52422344.000000 Penalty: 6599.204102
	Iteration 142Q: 3 clusters Score -5.242234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500260 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -52422372.000000 Penalty: 6599.204102
	Iteration 143Q: 3 clusters Score -5.242237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500283 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5.242236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500306 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5.242236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500326 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5.242236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500340 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 147Q: 3 clusters Score -5.242235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500352 members 
Mstep: Class 2 contains 99745 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 148Q: 3 clusters Score -5.242232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500364 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 149Q: 3 clusters Score -5.24223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500370 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -52422292.000000 Penalty: 6599.204102
	Iteration 150Q: 3 clusters Score -5.242229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500376 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -52422276.000000 Penalty: 6599.204102
	Iteration 151Q: 3 clusters Score -5.242228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500382 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -52422276.000000 Penalty: 6599.204102
	Iteration 152Q: 3 clusters Score -5.242228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500390 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -52422312.000000 Penalty: 6599.204102
	Iteration 153Q: 3 clusters Score -5.242231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500397 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -52422296.000000 Penalty: 6599.204102
	Iteration 154Q: 3 clusters Score -5.24223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500405 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -52422284.000000 Penalty: 6599.204102
	Iteration 155Q: 3 clusters Score -5.242228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500413 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -52422264.000000 Penalty: 6599.204102
	Iteration 156Q: 3 clusters Score -5.242226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500424 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -52422284.000000 Penalty: 6599.204102
	Iteration 157Q: 3 clusters Score -5.242228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500432 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -52422260.000000 Penalty: 6599.204102
	Iteration 158Q: 3 clusters Score -5.242226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500437 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -52422292.000000 Penalty: 6599.204102
	Iteration 159Q: 3 clusters Score -5.242229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500442 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -52422268.000000 Penalty: 6599.204102
	Iteration 160F: 3 clusters Score -5.242227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500449 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -52422272.000000 Penalty: 6599.204102
	Iteration 161Q: 3 clusters Score -5.242227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500452 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -52422296.000000 Penalty: 6599.204102
	Iteration 162Q: 3 clusters Score -5.24223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500456 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -52422284.000000 Penalty: 6599.204102
	Iteration 163Q: 3 clusters Score -5.242228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500460 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -52422272.000000 Penalty: 6599.204102
	Iteration 164Q: 3 clusters Score -5.242227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500467 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -52422284.000000 Penalty: 6599.204102
	Iteration 165Q: 3 clusters Score -5.242228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500476 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 166Q: 3 clusters Score -5.24223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500487 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 167Q: 3 clusters Score -5.242232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500499 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -52422328.000000 Penalty: 6599.204102
	Iteration 168Q: 3 clusters Score -5.242233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500510 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -52422288.000000 Penalty: 6599.204102
	Iteration 169Q: 3 clusters Score -5.242229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500520 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 170Q: 3 clusters Score -5.242232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500527 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -52422312.000000 Penalty: 6599.204102
	Iteration 171Q: 3 clusters Score -5.242231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500532 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 172Q: 3 clusters Score -5.24223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500538 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -52422292.000000 Penalty: 6599.204102
	Iteration 173Q: 3 clusters Score -5.242229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500543 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -52422296.000000 Penalty: 6599.204102
	Iteration 174Q: 3 clusters Score -5.24223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500550 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -52422304.000000 Penalty: 6599.204102
	Iteration 175Q: 3 clusters Score -5.24223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500562 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -52422292.000000 Penalty: 6599.204102
	Iteration 176Q: 3 clusters Score -5.242229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500575 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 177Q: 3 clusters Score -5.242232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500585 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 178Q: 3 clusters Score -5.24223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500596 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -52422304.000000 Penalty: 6599.204102
	Iteration 179Q: 3 clusters Score -5.24223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500603 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -52422296.000000 Penalty: 6599.204102
	Iteration 180F: 3 clusters Score -5.24223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500611 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 181Q: 3 clusters Score -5.24223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500620 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 182Q: 3 clusters Score -5.24223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500639 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -52422272.000000 Penalty: 6599.204102
	Iteration 183Q: 3 clusters Score -5.242227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500658 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -52422256.000000 Penalty: 6599.204102
	Iteration 184Q: 3 clusters Score -5.242226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500671 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -52422292.000000 Penalty: 6599.204102
	Iteration 185Q: 3 clusters Score -5.242229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500690 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -52422312.000000 Penalty: 6599.204102
	Iteration 186Q: 3 clusters Score -5.242231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500701 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 187Q: 3 clusters Score -5.24223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500713 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -52422288.000000 Penalty: 6599.204102
	Iteration 188Q: 3 clusters Score -5.242229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500725 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -52422276.000000 Penalty: 6599.204102
	Iteration 189Q: 3 clusters Score -5.242228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500742 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -52422288.000000 Penalty: 6599.204102
	Iteration 190Q: 3 clusters Score -5.242229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500763 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -52422296.000000 Penalty: 6599.204102
	Iteration 191Q: 3 clusters Score -5.24223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500787 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -52422288.000000 Penalty: 6599.204102
	Iteration 192Q: 3 clusters Score -5.242229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500808 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -52422292.000000 Penalty: 6599.204102
	Iteration 193Q: 3 clusters Score -5.242229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500831 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -52422272.000000 Penalty: 6599.204102
	Iteration 194Q: 3 clusters Score -5.242227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500849 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -52422316.000000 Penalty: 6599.204102
	Iteration 195Q: 3 clusters Score -5.242232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500867 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -52422276.000000 Penalty: 6599.204102
	Iteration 196Q: 3 clusters Score -5.242228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500883 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -52422288.000000 Penalty: 6599.204102
	Iteration 197Q: 3 clusters Score -5.242229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500898 members 
Mstep: Class 2 contains 99199 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 198Q: 3 clusters Score -5.242232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500908 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 199Q: 3 clusters Score -5.242232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500912 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -52422316.000000 Penalty: 6599.204102
	Iteration 200F: 3 clusters Score -5.242232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500916 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -52422328.000000 Penalty: 6599.204102
	Iteration 201Q: 3 clusters Score -5.242233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500922 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -52422340.000000 Penalty: 6599.204102
	Iteration 202Q: 3 clusters Score -5.242234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500924 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 203Q: 3 clusters Score -5.242234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500929 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -52422344.000000 Penalty: 6599.204102
	Iteration 204Q: 3 clusters Score -5.242234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500936 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -52422340.000000 Penalty: 6599.204102
	Iteration 205Q: 3 clusters Score -5.242234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500944 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 206Q: 3 clusters Score -5.242232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500951 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -52422316.000000 Penalty: 6599.204102
	Iteration 207Q: 3 clusters Score -5.242232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500957 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 208Q: 3 clusters Score -5.242232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500966 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 209Q: 3 clusters Score -5.242234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500977 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -52422332.000000 Penalty: 6599.204102
	Iteration 210Q: 3 clusters Score -5.242233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500981 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 211Q: 3 clusters Score -5.242232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500982 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -52422332.000000 Penalty: 6599.204102
	Iteration 212Q: 3 clusters Score -5.242233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500985 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 213Q: 3 clusters Score -5.242235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500989 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 214Q: 3 clusters Score -5.242234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500992 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -52422340.000000 Penalty: 6599.204102
	Iteration 215Q: 3 clusters Score -5.242234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500995 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -52422312.000000 Penalty: 6599.204102
	Iteration 216Q: 3 clusters Score -5.242231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500998 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -52422300.000000 Penalty: 6599.204102
	Iteration 217Q: 3 clusters Score -5.24223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501000 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -52422332.000000 Penalty: 6599.204102
	Iteration 218Q: 3 clusters Score -5.242233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501003 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 219Q: 3 clusters Score -5.242234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501005 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 220F: 3 clusters Score -5.242232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501009 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 221Q: 3 clusters Score -5.242232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501012 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 222Q: 3 clusters Score -5.242234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501014 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -52422336.000000 Penalty: 6599.204102
	Iteration 223Q: 3 clusters Score -5.242234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501016 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -52422332.000000 Penalty: 6599.204102
	Iteration 224Q: 3 clusters Score -5.242233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501018 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 225Q: 3 clusters Score -5.242235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501019 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 226Q: 3 clusters Score -5.242235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501020 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -52422348.000000 Penalty: 6599.204102
	Iteration 227Q: 3 clusters Score -5.242235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501022 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -52422356.000000 Penalty: 6599.204102
	Iteration 228Q: 3 clusters Score -5.242236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501024 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -52422340.000000 Penalty: 6599.204102
	Iteration 229Q: 3 clusters Score -5.242234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501027 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -52422360.000000 Penalty: 6599.204102
	Iteration 230Q: 3 clusters Score -5.242236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501031 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 231Q: 3 clusters Score -5.242235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501035 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -52422364.000000 Penalty: 6599.204102
	Iteration 232Q: 3 clusters Score -5.242236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501040 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -52422332.000000 Penalty: 6599.204102
	Iteration 233Q: 3 clusters Score -5.242233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501043 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -52422352.000000 Penalty: 6599.204102
	Iteration 234Q: 3 clusters Score -5.242235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501047 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -52422324.000000 Penalty: 6599.204102
	Iteration 235Q: 3 clusters Score -5.242232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501049 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 236Q: 3 clusters Score -5.242232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501049 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -52422320.000000 Penalty: 6599.204102
	Iteration 237F: 3 clusters Score -5.242232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Entering Unmasked Estep 
Score: -12611772.000000 Penalty: 2938.639893
	Iteration 0F: 2 clusters Score -1.261177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -12518342.000000 Penalty: 5877.279785
	Iteration 0F: 3 clusters Score -1.251834e+07 nChanged 66627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -12556563.000000 Penalty: 5877.279785
	Iteration 1F: 3 clusters Score -1.255656e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -12557555.000000 Penalty: 5877.279785
	Iteration 2Q: 3 clusters Score -1.255756e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -12558659.000000 Penalty: 5877.279785
	Iteration 3Q: 3 clusters Score -1.255866e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -12560484.000000 Penalty: 5877.279785
	Iteration 4Q: 3 clusters Score -1.256048e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -12563040.000000 Penalty: 5877.279785
	Iteration 5Q: 3 clusters Score -1.256304e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -12567136.000000 Penalty: 5877.279785
	Iteration 6F: 3 clusters Score -1.256714e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -12573262.000000 Penalty: 5877.279785
	Iteration 7F: 3 clusters Score -1.257326e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -12580696.000000 Penalty: 5877.279785
	Iteration 8F: 3 clusters Score -1.25807e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -12588040.000000 Penalty: 5877.279785
	Iteration 9F: 3 clusters Score -1.258804e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120303 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -12594259.000000 Penalty: 5877.279785
	Iteration 10F: 3 clusters Score -1.259426e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -12598795.000000 Penalty: 5877.279785
	Iteration 11Q: 3 clusters Score -1.25988e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129737 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -12602084.000000 Penalty: 5877.279785
	Iteration 12Q: 3 clusters Score -1.260208e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -12604436.000000 Penalty: 5877.279785
	Iteration 13Q: 3 clusters Score -1.260444e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134933 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -12606079.000000 Penalty: 5877.279785
	Iteration 14Q: 3 clusters Score -1.260608e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -12607165.000000 Penalty: 5877.279785
	Iteration 15Q: 3 clusters Score -1.260716e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12607839.000000 Penalty: 5877.279785
	Iteration 16Q: 3 clusters Score -1.260784e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12608350.000000 Penalty: 5877.279785
	Iteration 17Q: 3 clusters Score -1.260835e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12608652.000000 Penalty: 5877.279785
	Iteration 18Q: 3 clusters Score -1.260865e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12608861.000000 Penalty: 5877.279785
	Iteration 19Q: 3 clusters Score -1.260886e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139127 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12608984.000000 Penalty: 5877.279785
	Iteration 20F: 3 clusters Score -1.260898e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139243 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12609101.000000 Penalty: 5877.279785
	Iteration 21Q: 3 clusters Score -1.26091e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12609167.000000 Penalty: 5877.279785
	Iteration 22Q: 3 clusters Score -1.260917e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139375 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12609203.000000 Penalty: 5877.279785
	Iteration 23Q: 3 clusters Score -1.26092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12609227.000000 Penalty: 5877.279785
	Iteration 24Q: 3 clusters Score -1.260923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12609247.000000 Penalty: 5877.279785
	Iteration 25Q: 3 clusters Score -1.260925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12609267.000000 Penalty: 5877.279785
	Iteration 26Q: 3 clusters Score -1.260927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12609284.000000 Penalty: 5877.279785
	Iteration 27Q: 3 clusters Score -1.260928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12609304.000000 Penalty: 5877.279785
	Iteration 28Q: 3 clusters Score -1.26093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12609312.000000 Penalty: 5877.279785
	Iteration 29Q: 3 clusters Score -1.260931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12609319.000000 Penalty: 5877.279785
	Iteration 30Q: 3 clusters Score -1.260932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12609318.000000 Penalty: 5877.279785
	Iteration 31Q: 3 clusters Score -1.260932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12609314.000000 Penalty: 5877.279785
	Iteration 32Q: 3 clusters Score -1.260931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12609318.000000 Penalty: 5877.279785
	Iteration 33Q: 3 clusters Score -1.260932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139499 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12609325.000000 Penalty: 5877.279785
	Iteration 34Q: 3 clusters Score -1.260932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12609327.000000 Penalty: 5877.279785
	Iteration 35Q: 3 clusters Score -1.260933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12609333.000000 Penalty: 5877.279785
	Iteration 36Q: 3 clusters Score -1.260933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12609336.000000 Penalty: 5877.279785
	Iteration 37Q: 3 clusters Score -1.260934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12609329.000000 Penalty: 5877.279785
	Iteration 38Q: 3 clusters Score -1.260933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12609340.000000 Penalty: 5877.279785
	Iteration 39Q: 3 clusters Score -1.260934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12609335.000000 Penalty: 5877.279785
	Iteration 40F: 3 clusters Score -1.260934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12609339.000000 Penalty: 5877.279785
	Iteration 41Q: 3 clusters Score -1.260934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12609337.000000 Penalty: 5877.279785
	Iteration 42Q: 3 clusters Score -1.260934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12609336.000000 Penalty: 5877.279785
	Iteration 43Q: 3 clusters Score -1.260934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12609335.000000 Penalty: 5877.279785
	Iteration 44Q: 3 clusters Score -1.260934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12609337.000000 Penalty: 5877.279785
	Iteration 45Q: 3 clusters Score -1.260934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12609338.000000 Penalty: 5877.279785
	Iteration 46Q: 3 clusters Score -1.260934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12609341.000000 Penalty: 5877.279785
	Iteration 47Q: 3 clusters Score -1.260934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12609341.000000 Penalty: 5877.279785
	Iteration 48F: 3 clusters Score -1.260934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (70104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Entering Unmasked Estep 
Score: -6297940.500000 Penalty: 2767.118164
	Iteration 0F: 2 clusters Score -6297940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -6251098.500000 Penalty: 5534.236328
	Iteration 0F: 3 clusters Score -6251098 nChanged 32753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -6269508.500000 Penalty: 5534.236328
	Iteration 1F: 3 clusters Score -6269508 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -6270559.000000 Penalty: 5534.236328
	Iteration 2Q: 3 clusters Score -6270559 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -6272360.500000 Penalty: 5534.236328
	Iteration 3Q: 3 clusters Score -6272360 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -6274914.000000 Penalty: 5534.236328
	Iteration 4F: 3 clusters Score -6274914 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -6277601.500000 Penalty: 5534.236328
	Iteration 5F: 3 clusters Score -6277602 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -6279966.500000 Penalty: 5534.236328
	Iteration 6F: 3 clusters Score -6279966 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -6281977.500000 Penalty: 5534.236328
	Iteration 7F: 3 clusters Score -6281978 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -6283791.000000 Penalty: 5534.236328
	Iteration 8F: 3 clusters Score -6283791 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6285585.000000 Penalty: 5534.236328
	Iteration 9Q: 3 clusters Score -6285585 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -6287432.000000 Penalty: 5534.236328
	Iteration 10Q: 3 clusters Score -6287432 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -6289414.500000 Penalty: 5534.236328
	Iteration 11Q: 3 clusters Score -6289414 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -6291268.000000 Penalty: 5534.236328
	Iteration 12Q: 3 clusters Score -6291268 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -6292841.000000 Penalty: 5534.236328
	Iteration 13Q: 3 clusters Score -6292841 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -6294104.500000 Penalty: 5534.236328
	Iteration 14Q: 3 clusters Score -6294104 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -6295254.000000 Penalty: 5534.236328
	Iteration 15Q: 3 clusters Score -6295254 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -6296167.000000 Penalty: 5534.236328
	Iteration 16Q: 3 clusters Score -6296167 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -6296902.500000 Penalty: 5534.236328
	Iteration 17Q: 3 clusters Score -6296902 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -6297302.500000 Penalty: 5534.236328
	Iteration 18Q: 3 clusters Score -6297302 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -6297556.000000 Penalty: 5534.236328
	Iteration 19Q: 3 clusters Score -6297556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -6297644.000000 Penalty: 5534.236328
	Iteration 20F: 3 clusters Score -6297644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -6297685.000000 Penalty: 5534.236328
	Iteration 21Q: 3 clusters Score -6297685 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -6297730.000000 Penalty: 5534.236328
	Iteration 22Q: 3 clusters Score -6297730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -6297739.000000 Penalty: 5534.236328
	Iteration 23Q: 3 clusters Score -6297739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -6297759.000000 Penalty: 5534.236328
	Iteration 24Q: 3 clusters Score -6297759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -6297757.000000 Penalty: 5534.236328
	Iteration 25Q: 3 clusters Score -6297757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -6297765.500000 Penalty: 5534.236328
	Iteration 26Q: 3 clusters Score -6297766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -6297775.500000 Penalty: 5534.236328
	Iteration 27Q: 3 clusters Score -6297776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -6297793.000000 Penalty: 5534.236328
	Iteration 28Q: 3 clusters Score -6297793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -6297792.500000 Penalty: 5534.236328
	Iteration 29Q: 3 clusters Score -6297792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -6297793.500000 Penalty: 5534.236328
	Iteration 30Q: 3 clusters Score -6297794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -6297792.000000 Penalty: 5534.236328
	Iteration 31Q: 3 clusters Score -6297792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -6297796.500000 Penalty: 5534.236328
	Iteration 32Q: 3 clusters Score -6297796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -6297792.500000 Penalty: 5534.236328
	Iteration 33Q: 3 clusters Score -6297792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -6297792.000000 Penalty: 5534.236328
	Iteration 34Q: 3 clusters Score -6297792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -6297797.000000 Penalty: 5534.236328
	Iteration 35Q: 3 clusters Score -6297797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6297803.000000 Penalty: 5534.236328
	Iteration 36Q: 3 clusters Score -6297803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -6297797.000000 Penalty: 5534.236328
	Iteration 37Q: 3 clusters Score -6297797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -6297797.000000 Penalty: 5534.236328
	Iteration 38Q: 3 clusters Score -6297797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -6297797.500000 Penalty: 5534.236328
	Iteration 39Q: 3 clusters Score -6297798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -6297795.000000 Penalty: 5534.236328
	Iteration 40F: 3 clusters Score -6297795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -6297796.000000 Penalty: 5534.236328
	Iteration 41Q: 3 clusters Score -6297796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -6297799.000000 Penalty: 5534.236328
	Iteration 42Q: 3 clusters Score -6297799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -6297799.000000 Penalty: 5534.236328
	Iteration 43F: 3 clusters Score -6297799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (234167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234167 members 
Entering Unmasked Estep 
Score: -20602772.000000 Penalty: 3066.219727
	Iteration 0F: 2 clusters Score -2.060277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117591 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
Score: -20445404.000000 Penalty: 6132.439453
	Iteration 0F: 3 clusters Score -2.04454e+07 nChanged 112887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124104 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -20512742.000000 Penalty: 6132.439453
	Iteration 1F: 3 clusters Score -2.051274e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128481 members 
Mstep: Class 2 contains 105686 members 
Entering Unmasked Estep 
Score: -20515382.000000 Penalty: 6132.439453
	Iteration 2Q: 3 clusters Score -2.051538e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135070 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -20519906.000000 Penalty: 6132.439453
	Iteration 3Q: 3 clusters Score -2.051991e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -20527028.000000 Penalty: 6132.439453
	Iteration 4F: 3 clusters Score -2.052703e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -20536576.000000 Penalty: 6132.439453
	Iteration 5F: 3 clusters Score -2.053658e+07 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172162 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -20549016.000000 Penalty: 6132.439453
	Iteration 6F: 3 clusters Score -2.054902e+07 nChanged 17382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189066 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -20563990.000000 Penalty: 6132.439453
	Iteration 7F: 3 clusters Score -2.056399e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204426 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -20578056.000000 Penalty: 6132.439453
	Iteration 8F: 3 clusters Score -2.057806e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215528 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -20588480.000000 Penalty: 6132.439453
	Iteration 9Q: 3 clusters Score -2.058848e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222114 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -20594866.000000 Penalty: 6132.439453
	Iteration 10Q: 3 clusters Score -2.059487e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225676 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -20598350.000000 Penalty: 6132.439453
	Iteration 11Q: 3 clusters Score -2.059835e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227367 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -20600420.000000 Penalty: 6132.439453
	Iteration 12Q: 3 clusters Score -2.060042e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228113 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -20602128.000000 Penalty: 6132.439453
	Iteration 13Q: 3 clusters Score -2.060213e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228248 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -20604102.000000 Penalty: 6132.439453
	Iteration 14Q: 3 clusters Score -2.06041e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227755 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -20606012.000000 Penalty: 6132.439453
	Iteration 15Q: 3 clusters Score -2.060601e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226804 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -20607506.000000 Penalty: 6132.439453
	Iteration 16Q: 3 clusters Score -2.060751e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225785 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -20608532.000000 Penalty: 6132.439453
	Iteration 17Q: 3 clusters Score -2.060853e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -20609128.000000 Penalty: 6132.439453
	Iteration 18Q: 3 clusters Score -2.060913e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224104 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -20609560.000000 Penalty: 6132.439453
	Iteration 19Q: 3 clusters Score -2.060956e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223511 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -20610440.000000 Penalty: 6132.439453
	Iteration 20F: 3 clusters Score -2.061044e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222525 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -20610846.000000 Penalty: 6132.439453
	Iteration 21Q: 3 clusters Score -2.061085e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221699 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -20611172.000000 Penalty: 6132.439453
	Iteration 22Q: 3 clusters Score -2.061117e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220946 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -20611282.000000 Penalty: 6132.439453
	Iteration 23Q: 3 clusters Score -2.061128e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220295 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -20611410.000000 Penalty: 6132.439453
	Iteration 24Q: 3 clusters Score -2.061141e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219772 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -20611528.000000 Penalty: 6132.439453
	Iteration 25Q: 3 clusters Score -2.061153e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219318 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -20611616.000000 Penalty: 6132.439453
	Iteration 26Q: 3 clusters Score -2.061162e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218895 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -20611622.000000 Penalty: 6132.439453
	Iteration 27Q: 3 clusters Score -2.061162e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218551 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -20611692.000000 Penalty: 6132.439453
	Iteration 28Q: 3 clusters Score -2.061169e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218256 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -20611772.000000 Penalty: 6132.439453
	Iteration 29Q: 3 clusters Score -2.061177e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218003 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -20611778.000000 Penalty: 6132.439453
	Iteration 30Q: 3 clusters Score -2.061178e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217778 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -20611816.000000 Penalty: 6132.439453
	Iteration 31Q: 3 clusters Score -2.061182e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217587 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -20611826.000000 Penalty: 6132.439453
	Iteration 32Q: 3 clusters Score -2.061183e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217395 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -20611872.000000 Penalty: 6132.439453
	Iteration 33Q: 3 clusters Score -2.061187e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -20611902.000000 Penalty: 6132.439453
	Iteration 34Q: 3 clusters Score -2.06119e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217046 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -20611916.000000 Penalty: 6132.439453
	Iteration 35Q: 3 clusters Score -2.061192e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216884 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -20611920.000000 Penalty: 6132.439453
	Iteration 36Q: 3 clusters Score -2.061192e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216736 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -20611940.000000 Penalty: 6132.439453
	Iteration 37Q: 3 clusters Score -2.061194e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216628 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -20611944.000000 Penalty: 6132.439453
	Iteration 38Q: 3 clusters Score -2.061194e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216550 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -20611964.000000 Penalty: 6132.439453
	Iteration 39Q: 3 clusters Score -2.061196e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216479 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -20611974.000000 Penalty: 6132.439453
	Iteration 40F: 3 clusters Score -2.061197e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216407 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -20611958.000000 Penalty: 6132.439453
	Iteration 41Q: 3 clusters Score -2.061196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216344 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -20611960.000000 Penalty: 6132.439453
	Iteration 42Q: 3 clusters Score -2.061196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216293 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -20611924.000000 Penalty: 6132.439453
	Iteration 43Q: 3 clusters Score -2.061192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216258 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -20611928.000000 Penalty: 6132.439453
	Iteration 44Q: 3 clusters Score -2.061193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216225 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -20611958.000000 Penalty: 6132.439453
	Iteration 45Q: 3 clusters Score -2.061196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216186 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -20611952.000000 Penalty: 6132.439453
	Iteration 46Q: 3 clusters Score -2.061195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216156 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -20611936.000000 Penalty: 6132.439453
	Iteration 47Q: 3 clusters Score -2.061194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216129 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -20611950.000000 Penalty: 6132.439453
	Iteration 48Q: 3 clusters Score -2.061195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216101 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -20611942.000000 Penalty: 6132.439453
	Iteration 49Q: 3 clusters Score -2.061194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216074 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -20611920.000000 Penalty: 6132.439453
	Iteration 50Q: 3 clusters Score -2.061192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216051 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -20611944.000000 Penalty: 6132.439453
	Iteration 51Q: 3 clusters Score -2.061194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216024 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -20611914.000000 Penalty: 6132.439453
	Iteration 52Q: 3 clusters Score -2.061191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216009 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -20611938.000000 Penalty: 6132.439453
	Iteration 53Q: 3 clusters Score -2.061194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215984 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -20611934.000000 Penalty: 6132.439453
	Iteration 54Q: 3 clusters Score -2.061193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215963 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -20611946.000000 Penalty: 6132.439453
	Iteration 55Q: 3 clusters Score -2.061195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215950 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -20611930.000000 Penalty: 6132.439453
	Iteration 56Q: 3 clusters Score -2.061193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215931 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -20611940.000000 Penalty: 6132.439453
	Iteration 57Q: 3 clusters Score -2.061194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215905 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -20611946.000000 Penalty: 6132.439453
	Iteration 58Q: 3 clusters Score -2.061195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215884 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -20611970.000000 Penalty: 6132.439453
	Iteration 59Q: 3 clusters Score -2.061197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215861 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -20611968.000000 Penalty: 6132.439453
	Iteration 60F: 3 clusters Score -2.061197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215830 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -20611968.000000 Penalty: 6132.439453
	Iteration 61Q: 3 clusters Score -2.061197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215808 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -20611956.000000 Penalty: 6132.439453
	Iteration 62Q: 3 clusters Score -2.061196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215788 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -20611938.000000 Penalty: 6132.439453
	Iteration 63Q: 3 clusters Score -2.061194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215766 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -20611952.000000 Penalty: 6132.439453
	Iteration 64Q: 3 clusters Score -2.061195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215747 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -20611960.000000 Penalty: 6132.439453
	Iteration 65Q: 3 clusters Score -2.061196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215725 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -20611948.000000 Penalty: 6132.439453
	Iteration 66Q: 3 clusters Score -2.061195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215701 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -20611960.000000 Penalty: 6132.439453
	Iteration 67Q: 3 clusters Score -2.061196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215679 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -20611968.000000 Penalty: 6132.439453
	Iteration 68Q: 3 clusters Score -2.061197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215654 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -20611976.000000 Penalty: 6132.439453
	Iteration 69Q: 3 clusters Score -2.061198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215638 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -20611980.000000 Penalty: 6132.439453
	Iteration 70Q: 3 clusters Score -2.061198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215631 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -20611992.000000 Penalty: 6132.439453
	Iteration 71Q: 3 clusters Score -2.061199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215626 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -20611984.000000 Penalty: 6132.439453
	Iteration 72Q: 3 clusters Score -2.061198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215621 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -20611966.000000 Penalty: 6132.439453
	Iteration 73Q: 3 clusters Score -2.061197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215617 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -20611970.000000 Penalty: 6132.439453
	Iteration 74Q: 3 clusters Score -2.061197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215615 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -20611960.000000 Penalty: 6132.439453
	Iteration 75Q: 3 clusters Score -2.061196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215612 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -20611962.000000 Penalty: 6132.439453
	Iteration 76Q: 3 clusters Score -2.061196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215611 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -20611968.000000 Penalty: 6132.439453
	Iteration 77Q: 3 clusters Score -2.061197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215610 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -20611968.000000 Penalty: 6132.439453
	Iteration 78Q: 3 clusters Score -2.061197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215609 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -20611964.000000 Penalty: 6132.439453
	Iteration 79Q: 3 clusters Score -2.061196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215609 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -20611964.000000 Penalty: 6132.439453
	Iteration 80F: 3 clusters Score -2.061196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 57293 members 
Mstep: Class 21 contains 18558 members 
Mstep: Class 22 contains 215609 members 
Mstep: Class 23 contains 227244 members 
Entering Unmasked Estep 
Score: -146341040.000000 Penalty: 81848.664062
Splitting cluster 22 changes total score from -146292848.000000 to -146341040.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 23 (227244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227244 members 
Entering Unmasked Estep 
Score: -20134764.000000 Penalty: 3058.777344
	Iteration 0F: 2 clusters Score -2.013476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -19982274.000000 Penalty: 6117.554688
	Iteration 0F: 3 clusters Score -1.998227e+07 nChanged 109587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 107966 members 
Entering Unmasked Estep 
Score: -20047158.000000 Penalty: 6117.554688
	Iteration 1F: 3 clusters Score -2.004716e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -20050460.000000 Penalty: 6117.554688
	Iteration 2Q: 3 clusters Score -2.005046e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129174 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -20055510.000000 Penalty: 6117.554688
	Iteration 3Q: 3 clusters Score -2.005551e+07 nChanged 14417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138505 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -20063988.000000 Penalty: 6117.554688
	Iteration 4F: 3 clusters Score -2.006399e+07 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151701 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -20075842.000000 Penalty: 6117.554688
	Iteration 5F: 3 clusters Score -2.007584e+07 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167331 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -20089988.000000 Penalty: 6117.554688
	Iteration 6F: 3 clusters Score -2.008999e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182101 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -20102338.000000 Penalty: 6117.554688
	Iteration 7F: 3 clusters Score -2.010234e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193749 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -20111776.000000 Penalty: 6117.554688
	Iteration 8F: 3 clusters Score -2.011178e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202231 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -20118860.000000 Penalty: 6117.554688
	Iteration 9Q: 3 clusters Score -2.011886e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208240 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -20124036.000000 Penalty: 6117.554688
	Iteration 10Q: 3 clusters Score -2.012404e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212232 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -20128430.000000 Penalty: 6117.554688
	Iteration 11Q: 3 clusters Score -2.012843e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214424 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -20131854.000000 Penalty: 6117.554688
	Iteration 12Q: 3 clusters Score -2.013185e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215163 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -20134164.000000 Penalty: 6117.554688
	Iteration 13Q: 3 clusters Score -2.013416e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215225 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -20135550.000000 Penalty: 6117.554688
	Iteration 14Q: 3 clusters Score -2.013555e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215136 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -20136442.000000 Penalty: 6117.554688
	Iteration 15Q: 3 clusters Score -2.013644e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215104 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -20137074.000000 Penalty: 6117.554688
	Iteration 16Q: 3 clusters Score -2.013707e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215044 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -20137466.000000 Penalty: 6117.554688
	Iteration 17Q: 3 clusters Score -2.013747e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214972 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -20137996.000000 Penalty: 6117.554688
	Iteration 18Q: 3 clusters Score -2.0138e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214919 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -20138438.000000 Penalty: 6117.554688
	Iteration 19Q: 3 clusters Score -2.013844e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214870 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -20138788.000000 Penalty: 6117.554688
	Iteration 20F: 3 clusters Score -2.013879e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214830 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -20139112.000000 Penalty: 6117.554688
	Iteration 21Q: 3 clusters Score -2.013911e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214835 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -20139326.000000 Penalty: 6117.554688
	Iteration 22Q: 3 clusters Score -2.013933e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214882 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -20139570.000000 Penalty: 6117.554688
	Iteration 23Q: 3 clusters Score -2.013957e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214930 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -20139732.000000 Penalty: 6117.554688
	Iteration 24Q: 3 clusters Score -2.013973e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214969 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -20139748.000000 Penalty: 6117.554688
	Iteration 25Q: 3 clusters Score -2.013975e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214991 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -20139840.000000 Penalty: 6117.554688
	Iteration 26Q: 3 clusters Score -2.013984e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215032 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -20139956.000000 Penalty: 6117.554688
	Iteration 27Q: 3 clusters Score -2.013996e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215069 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -20139968.000000 Penalty: 6117.554688
	Iteration 28Q: 3 clusters Score -2.013997e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215083 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -20140030.000000 Penalty: 6117.554688
	Iteration 29Q: 3 clusters Score -2.014003e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215111 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -20140090.000000 Penalty: 6117.554688
	Iteration 30Q: 3 clusters Score -2.014009e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215122 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -20140084.000000 Penalty: 6117.554688
	Iteration 31Q: 3 clusters Score -2.014008e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215131 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -20140106.000000 Penalty: 6117.554688
	Iteration 32Q: 3 clusters Score -2.014011e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215145 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -20140066.000000 Penalty: 6117.554688
	Iteration 33Q: 3 clusters Score -2.014007e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215155 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -20140066.000000 Penalty: 6117.554688
	Iteration 34Q: 3 clusters Score -2.014007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -20140072.000000 Penalty: 6117.554688
	Iteration 35Q: 3 clusters Score -2.014007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215156 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -20140098.000000 Penalty: 6117.554688
	Iteration 36Q: 3 clusters Score -2.01401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215153 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -20140072.000000 Penalty: 6117.554688
	Iteration 37Q: 3 clusters Score -2.014007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -20140092.000000 Penalty: 6117.554688
	Iteration 38Q: 3 clusters Score -2.014009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -20140070.000000 Penalty: 6117.554688
	Iteration 39Q: 3 clusters Score -2.014007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -20140074.000000 Penalty: 6117.554688
	Iteration 40F: 3 clusters Score -2.014007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215156 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -20140072.000000 Penalty: 6117.554688
	Iteration 41Q: 3 clusters Score -2.014007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215153 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -20140072.000000 Penalty: 6117.554688
	Iteration 42Q: 3 clusters Score -2.014007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215153 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -20140068.000000 Penalty: 6117.554688
	Iteration 43Q: 3 clusters Score -2.014007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215155 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -20140080.000000 Penalty: 6117.554688
	Iteration 44Q: 3 clusters Score -2.014008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215158 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -20140082.000000 Penalty: 6117.554688
	Iteration 45Q: 3 clusters Score -2.014008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -20140100.000000 Penalty: 6117.554688
	Iteration 46Q: 3 clusters Score -2.01401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215162 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -20140082.000000 Penalty: 6117.554688
	Iteration 47Q: 3 clusters Score -2.014008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215166 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -20140074.000000 Penalty: 6117.554688
	Iteration 48Q: 3 clusters Score -2.014007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215169 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -20140090.000000 Penalty: 6117.554688
	Iteration 49Q: 3 clusters Score -2.014009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215170 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -20140090.000000 Penalty: 6117.554688
	Iteration 50Q: 3 clusters Score -2.014009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215172 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -20140090.000000 Penalty: 6117.554688
	Iteration 51Q: 3 clusters Score -2.014009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215173 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -20140080.000000 Penalty: 6117.554688
	Iteration 52Q: 3 clusters Score -2.014008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215173 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -20140080.000000 Penalty: 6117.554688
	Iteration 53F: 3 clusters Score -2.014008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 57293 members 
Mstep: Class 21 contains 18558 members 
Mstep: Class 22 contains 215609 members 
Mstep: Class 23 contains 215173 members 
Mstep: Class 24 contains 12071 members 
Entering Unmasked Estep 
Score: -146345216.000000 Penalty: 85407.304688
Splitting cluster 23 changes total score from -146292848.000000 to -146345216.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 16488 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 327 members 
Mstep: Class 11 contains 134694 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 600097 members 
Mstep: Class 17 contains 139994 members 
Mstep: Class 18 contains 70104 members 
Mstep: Class 22 contains 215609 members 
Mstep: Class 23 contains 215173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146356432.000000 Penalty: 85407.304688
Iteration 39Q: 25 clusters Score -1.463564e+08 nChanged 28552
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 37806 members 
Mstep: Class 6 contains 44566 members 
Mstep: Class 7 contains 16452 members 
Mstep: Class 8 contains 44626 members 
Mstep: Class 9 contains 4240 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 135033 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 10750 members 
Mstep: Class 15 contains 594021 members 
Mstep: Class 16 contains 3828 members 
Mstep: Class 17 contains 140613 members 
Mstep: Class 18 contains 69640 members 
Mstep: Class 19 contains 10087 members 
Mstep: Class 20 contains 56471 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 218604 members 
Mstep: Class 23 contains 217042 members 
Mstep: Class 24 contains 11887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146374320.000000 Penalty: 85407.304688
Iteration 40F: 25 clusters Score -1.463743e+08 nChanged 23959
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1740 members 
Mstep: Class 3 contains 31684 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 35620 members 
Mstep: Class 6 contains 44556 members 
Mstep: Class 7 contains 16692 members 
Mstep: Class 8 contains 43826 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 135388 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 10722 members 
Mstep: Class 15 contains 586309 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 140870 members 
Mstep: Class 18 contains 68967 members 
Mstep: Class 19 contains 11015 members 
Mstep: Class 20 contains 57043 members 
Mstep: Class 21 contains 19093 members 
Mstep: Class 22 contains 220117 members 
Mstep: Class 23 contains 218272 members 
Mstep: Class 24 contains 13541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146381952.000000 Penalty: 85407.304688
Iteration 41Q: 25 clusters Score -1.46382e+08 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1764 members 
Mstep: Class 3 contains 32639 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 33828 members 
Mstep: Class 6 contains 44605 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 43091 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 377 members 
Mstep: Class 11 contains 135774 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10719 members 
Mstep: Class 15 contains 579648 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 141099 members 
Mstep: Class 18 contains 68373 members 
Mstep: Class 19 contains 11586 members 
Mstep: Class 20 contains 57445 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 221755 members 
Mstep: Class 23 contains 219472 members 
Mstep: Class 24 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146387456.000000 Penalty: 85407.304688
Iteration 42Q: 25 clusters Score -1.463875e+08 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 33339 members 
Mstep: Class 4 contains 17410 members 
Mstep: Class 5 contains 32238 members 
Mstep: Class 6 contains 44632 members 
Mstep: Class 7 contains 17025 members 
Mstep: Class 8 contains 42432 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 136186 members 
Mstep: Class 12 contains 17785 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 10705 members 
Mstep: Class 15 contains 573516 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 141344 members 
Mstep: Class 18 contains 67876 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 57702 members 
Mstep: Class 21 contains 20306 members 
Mstep: Class 22 contains 223223 members 
Mstep: Class 23 contains 220519 members 
Mstep: Class 24 contains 15898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146391632.000000 Penalty: 85407.304688
Iteration 43Q: 25 clusters Score -1.463916e+08 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 33961 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 30938 members 
Mstep: Class 6 contains 44668 members 
Mstep: Class 7 contains 17177 members 
Mstep: Class 8 contains 41832 members 
Mstep: Class 9 contains 4756 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 136554 members 
Mstep: Class 12 contains 18187 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 10695 members 
Mstep: Class 15 contains 567764 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 141587 members 
Mstep: Class 18 contains 67428 members 
Mstep: Class 19 contains 12213 members 
Mstep: Class 20 contains 57890 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 224489 members 
Mstep: Class 23 contains 221333 members 
Mstep: Class 24 contains 16973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146394864.000000 Penalty: 85407.304688
Iteration 44Q: 25 clusters Score -1.463949e+08 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 3 contains 34557 members 
Mstep: Class 4 contains 21183 members 
Mstep: Class 5 contains 29934 members 
Mstep: Class 6 contains 44714 members 
Mstep: Class 7 contains 17330 members 
Mstep: Class 8 contains 41288 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 136944 members 
Mstep: Class 12 contains 18512 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 562264 members 
Mstep: Class 16 contains 4920 members 
Mstep: Class 17 contains 141846 members 
Mstep: Class 18 contains 67053 members 
Mstep: Class 19 contains 12421 members 
Mstep: Class 20 contains 58083 members 
Mstep: Class 21 contains 21357 members 
Mstep: Class 22 contains 225609 members 
Mstep: Class 23 contains 221983 members 
Mstep: Class 24 contains 17794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146397136.000000 Penalty: 85407.304688
Iteration 45Q: 25 clusters Score -1.463971e+08 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1846 members 
Mstep: Class 3 contains 35100 members 
Mstep: Class 4 contains 23221 members 
Mstep: Class 5 contains 29088 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 8 contains 40800 members 
Mstep: Class 9 contains 4922 members 
Mstep: Class 10 contains 322 members 
Mstep: Class 11 contains 137308 members 
Mstep: Class 12 contains 18781 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 10633 members 
Mstep: Class 15 contains 556990 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 142084 members 
Mstep: Class 18 contains 66730 members 
Mstep: Class 19 contains 12585 members 
Mstep: Class 20 contains 58270 members 
Mstep: Class 21 contains 21813 members 
Mstep: Class 22 contains 226596 members 
Mstep: Class 23 contains 222612 members 
Mstep: Class 24 contains 18480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146398784.000000 Penalty: 85407.304688
Iteration 46Q: 25 clusters Score -1.463988e+08 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 35559 members 
Mstep: Class 4 contains 25423 members 
Mstep: Class 5 contains 28477 members 
Mstep: Class 6 contains 44795 members 
Mstep: Class 7 contains 17546 members 
Mstep: Class 8 contains 40388 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 137650 members 
Mstep: Class 12 contains 18999 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 10566 members 
Mstep: Class 15 contains 551867 members 
Mstep: Class 16 contains 5045 members 
Mstep: Class 17 contains 142326 members 
Mstep: Class 18 contains 66484 members 
Mstep: Class 19 contains 12712 members 
Mstep: Class 20 contains 58481 members 
Mstep: Class 21 contains 22220 members 
Mstep: Class 22 contains 227465 members 
Mstep: Class 23 contains 223106 members 
Mstep: Class 24 contains 19080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146400256.000000 Penalty: 85407.304688
Iteration 47Q: 25 clusters Score -1.464003e+08 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 35995 members 
Mstep: Class 4 contains 27835 members 
Mstep: Class 5 contains 27962 members 
Mstep: Class 6 contains 44812 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 40021 members 
Mstep: Class 9 contains 5081 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 137935 members 
Mstep: Class 12 contains 19176 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 10502 members 
Mstep: Class 15 contains 546812 members 
Mstep: Class 16 contains 5084 members 
Mstep: Class 17 contains 142541 members 
Mstep: Class 18 contains 66321 members 
Mstep: Class 19 contains 12807 members 
Mstep: Class 20 contains 58673 members 
Mstep: Class 21 contains 22570 members 
Mstep: Class 22 contains 228269 members 
Mstep: Class 23 contains 223549 members 
Mstep: Class 24 contains 19575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146401728.000000 Penalty: 85407.304688
Iteration 48Q: 25 clusters Score -1.464017e+08 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 36427 members 
Mstep: Class 4 contains 30412 members 
Mstep: Class 5 contains 27537 members 
Mstep: Class 6 contains 44820 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 39694 members 
Mstep: Class 9 contains 5135 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 138231 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 7050 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 541674 members 
Mstep: Class 16 contains 5111 members 
Mstep: Class 17 contains 142792 members 
Mstep: Class 18 contains 66198 members 
Mstep: Class 19 contains 12892 members 
Mstep: Class 20 contains 58917 members 
Mstep: Class 21 contains 22858 members 
Mstep: Class 22 contains 228998 members 
Mstep: Class 23 contains 223988 members 
Mstep: Class 24 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146403232.000000 Penalty: 85407.304688
Iteration 49Q: 25 clusters Score -1.464032e+08 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 33022 members 
Mstep: Class 5 contains 27147 members 
Mstep: Class 6 contains 44818 members 
Mstep: Class 7 contains 17686 members 
Mstep: Class 8 contains 39409 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 138523 members 
Mstep: Class 12 contains 19475 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 536463 members 
Mstep: Class 16 contains 5129 members 
Mstep: Class 17 contains 143035 members 
Mstep: Class 18 contains 66124 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 59174 members 
Mstep: Class 21 contains 23107 members 
Mstep: Class 22 contains 229690 members 
Mstep: Class 23 contains 224472 members 
Mstep: Class 24 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146404656.000000 Penalty: 85407.304688
Iteration 50Q: 25 clusters Score -1.464047e+08 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1939 members 
Mstep: Class 3 contains 37286 members 
Mstep: Class 4 contains 35657 members 
Mstep: Class 5 contains 26835 members 
Mstep: Class 6 contains 44794 members 
Mstep: Class 7 contains 17732 members 
Mstep: Class 8 contains 39143 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 138799 members 
Mstep: Class 12 contains 19580 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 15 contains 531372 members 
Mstep: Class 16 contains 5158 members 
Mstep: Class 17 contains 143311 members 
Mstep: Class 18 contains 66065 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 59418 members 
Mstep: Class 21 contains 23300 members 
Mstep: Class 22 contains 230358 members 
Mstep: Class 23 contains 224965 members 
Mstep: Class 24 contains 20704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146406352.000000 Penalty: 85407.304688
Iteration 51Q: 25 clusters Score -1.464064e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 37653 members 
Mstep: Class 4 contains 38241 members 
Mstep: Class 5 contains 26558 members 
Mstep: Class 6 contains 44787 members 
Mstep: Class 7 contains 17788 members 
Mstep: Class 8 contains 38919 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 139076 members 
Mstep: Class 12 contains 19668 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 10197 members 
Mstep: Class 15 contains 526465 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 143579 members 
Mstep: Class 18 contains 66034 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 59683 members 
Mstep: Class 21 contains 23484 members 
Mstep: Class 22 contains 230952 members 
Mstep: Class 23 contains 225392 members 
Mstep: Class 24 contains 21002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146408464.000000 Penalty: 85407.304688
Iteration 52Q: 25 clusters Score -1.464085e+08 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1999 members 
Mstep: Class 3 contains 37986 members 
Mstep: Class 4 contains 40790 members 
Mstep: Class 5 contains 26337 members 
Mstep: Class 6 contains 44764 members 
Mstep: Class 7 contains 17845 members 
Mstep: Class 8 contains 38704 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 139335 members 
Mstep: Class 12 contains 19752 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 521802 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 143879 members 
Mstep: Class 18 contains 66035 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 59922 members 
Mstep: Class 21 contains 23630 members 
Mstep: Class 22 contains 231519 members 
Mstep: Class 23 contains 225720 members 
Mstep: Class 24 contains 21255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146410448.000000 Penalty: 85407.304688
Iteration 53Q: 25 clusters Score -1.464104e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 38324 members 
Mstep: Class 4 contains 43166 members 
Mstep: Class 5 contains 26142 members 
Mstep: Class 6 contains 44764 members 
Mstep: Class 7 contains 17872 members 
Mstep: Class 8 contains 38524 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 318 members 
Mstep: Class 11 contains 139585 members 
Mstep: Class 12 contains 19824 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 517433 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 144168 members 
Mstep: Class 18 contains 66045 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 60139 members 
Mstep: Class 21 contains 23737 members 
Mstep: Class 22 contains 232123 members 
Mstep: Class 23 contains 225977 members 
Mstep: Class 24 contains 21461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412128.000000 Penalty: 85407.304688
Iteration 54Q: 25 clusters Score -1.464121e+08 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2049 members 
Mstep: Class 3 contains 38682 members 
Mstep: Class 4 contains 45231 members 
Mstep: Class 5 contains 25966 members 
Mstep: Class 6 contains 44760 members 
Mstep: Class 7 contains 17894 members 
Mstep: Class 8 contains 38341 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 139809 members 
Mstep: Class 12 contains 19892 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 513462 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 144440 members 
Mstep: Class 18 contains 66082 members 
Mstep: Class 19 contains 13237 members 
Mstep: Class 20 contains 60321 members 
Mstep: Class 21 contains 23828 members 
Mstep: Class 22 contains 232701 members 
Mstep: Class 23 contains 226246 members 
Mstep: Class 24 contains 21640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146412864.000000 Penalty: 85407.304688
Iteration 55Q: 25 clusters Score -1.464129e+08 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 39024 members 
Mstep: Class 4 contains 47112 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 17906 members 
Mstep: Class 8 contains 38176 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 140005 members 
Mstep: Class 12 contains 19936 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 9727 members 
Mstep: Class 15 contains 509727 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 144729 members 
Mstep: Class 18 contains 66123 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 23895 members 
Mstep: Class 22 contains 233220 members 
Mstep: Class 23 contains 226511 members 
Mstep: Class 24 contains 21821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146413824.000000 Penalty: 85407.304688
Iteration 56Q: 25 clusters Score -1.464138e+08 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 39302 members 
Mstep: Class 4 contains 48912 members 
Mstep: Class 5 contains 25596 members 
Mstep: Class 6 contains 44756 members 
Mstep: Class 7 contains 17911 members 
Mstep: Class 8 contains 38031 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 140135 members 
Mstep: Class 12 contains 19975 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 9663 members 
Mstep: Class 15 contains 506375 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 144963 members 
Mstep: Class 18 contains 66160 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 60742 members 
Mstep: Class 21 contains 23954 members 
Mstep: Class 22 contains 233661 members 
Mstep: Class 23 contains 226759 members 
Mstep: Class 24 contains 21986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146415152.000000 Penalty: 85407.304688
Iteration 57Q: 25 clusters Score -1.464152e+08 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 39564 members 
Mstep: Class 4 contains 50502 members 
Mstep: Class 5 contains 25398 members 
Mstep: Class 6 contains 44761 members 
Mstep: Class 7 contains 17900 members 
Mstep: Class 8 contains 37903 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 140242 members 
Mstep: Class 12 contains 20014 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 503427 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 145182 members 
Mstep: Class 18 contains 66184 members 
Mstep: Class 19 contains 13297 members 
Mstep: Class 20 contains 60928 members 
Mstep: Class 21 contains 24001 members 
Mstep: Class 22 contains 234038 members 
Mstep: Class 23 contains 226962 members 
Mstep: Class 24 contains 22133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146416384.000000 Penalty: 85407.304688
Iteration 58Q: 25 clusters Score -1.464164e+08 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 39795 members 
Mstep: Class 4 contains 51979 members 
Mstep: Class 5 contains 25169 members 
Mstep: Class 6 contains 44771 members 
Mstep: Class 7 contains 17902 members 
Mstep: Class 8 contains 37756 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 140352 members 
Mstep: Class 12 contains 20043 members 
Mstep: Class 13 contains 7442 members 
Mstep: Class 14 contains 9545 members 
Mstep: Class 15 contains 500750 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 145358 members 
Mstep: Class 18 contains 66204 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 20 contains 61110 members 
Mstep: Class 21 contains 24054 members 
Mstep: Class 22 contains 234362 members 
Mstep: Class 23 contains 227136 members 
Mstep: Class 24 contains 22285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146416960.000000 Penalty: 85407.304688
Iteration 59Q: 25 clusters Score -1.46417e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 40010 members 
Mstep: Class 4 contains 53267 members 
Mstep: Class 5 contains 24900 members 
Mstep: Class 6 contains 44784 members 
Mstep: Class 7 contains 17895 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 140454 members 
Mstep: Class 12 contains 20064 members 
Mstep: Class 13 contains 7532 members 
Mstep: Class 14 contains 9474 members 
Mstep: Class 15 contains 498410 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 145540 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 61269 members 
Mstep: Class 21 contains 24102 members 
Mstep: Class 22 contains 234639 members 
Mstep: Class 23 contains 227257 members 
Mstep: Class 24 contains 22461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146420288.000000 Penalty: 85407.304688
Iteration 60F: 25 clusters Score -1.464203e+08 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 40182 members 
Mstep: Class 4 contains 56894 members 
Mstep: Class 5 contains 24327 members 
Mstep: Class 6 contains 44792 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 37515 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 140593 members 
Mstep: Class 12 contains 20078 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 493973 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 145694 members 
Mstep: Class 18 contains 66244 members 
Mstep: Class 19 contains 13372 members 
Mstep: Class 20 contains 61397 members 
Mstep: Class 21 contains 24142 members 
Mstep: Class 22 contains 234876 members 
Mstep: Class 23 contains 227262 members 
Mstep: Class 24 contains 23011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146422992.000000 Penalty: 85407.304688
Iteration 61Q: 25 clusters Score -1.46423e+08 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 3 contains 40352 members 
Mstep: Class 4 contains 60684 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 44821 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 37406 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 140792 members 
Mstep: Class 12 contains 20086 members 
Mstep: Class 13 contains 7683 members 
Mstep: Class 14 contains 9325 members 
Mstep: Class 15 contains 489310 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 145890 members 
Mstep: Class 18 contains 66280 members 
Mstep: Class 19 contains 13409 members 
Mstep: Class 20 contains 61522 members 
Mstep: Class 21 contains 24163 members 
Mstep: Class 22 contains 235103 members 
Mstep: Class 23 contains 227232 members 
Mstep: Class 24 contains 23505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146425232.000000 Penalty: 85407.304688
Iteration 62Q: 25 clusters Score -1.464252e+08 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 40425 members 
Mstep: Class 4 contains 64500 members 
Mstep: Class 5 contains 23384 members 
Mstep: Class 6 contains 44840 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 37309 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 141053 members 
Mstep: Class 12 contains 20085 members 
Mstep: Class 13 contains 7735 members 
Mstep: Class 14 contains 9217 members 
Mstep: Class 15 contains 484857 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 146070 members 
Mstep: Class 18 contains 66324 members 
Mstep: Class 19 contains 13470 members 
Mstep: Class 20 contains 61573 members 
Mstep: Class 21 contains 24170 members 
Mstep: Class 22 contains 235297 members 
Mstep: Class 23 contains 227111 members 
Mstep: Class 24 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146428288.000000 Penalty: 85407.304688
Iteration 63Q: 25 clusters Score -1.464283e+08 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 3 contains 40482 members 
Mstep: Class 4 contains 68494 members 
Mstep: Class 5 contains 23087 members 
Mstep: Class 6 contains 44872 members 
Mstep: Class 7 contains 17877 members 
Mstep: Class 8 contains 37230 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 141313 members 
Mstep: Class 12 contains 20071 members 
Mstep: Class 13 contains 7739 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 480303 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 146256 members 
Mstep: Class 18 contains 66390 members 
Mstep: Class 19 contains 13519 members 
Mstep: Class 20 contains 61589 members 
Mstep: Class 21 contains 24192 members 
Mstep: Class 22 contains 235513 members 
Mstep: Class 23 contains 226918 members 
Mstep: Class 24 contains 24273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146431024.000000 Penalty: 85407.304688
Iteration 64Q: 25 clusters Score -1.46431e+08 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 40528 members 
Mstep: Class 4 contains 72448 members 
Mstep: Class 5 contains 22857 members 
Mstep: Class 6 contains 44887 members 
Mstep: Class 7 contains 17887 members 
Mstep: Class 8 contains 37152 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 141563 members 
Mstep: Class 12 contains 20060 members 
Mstep: Class 13 contains 7727 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 475918 members 
Mstep: Class 16 contains 5264 members 
Mstep: Class 17 contains 146426 members 
Mstep: Class 18 contains 66428 members 
Mstep: Class 19 contains 13580 members 
Mstep: Class 20 contains 61598 members 
Mstep: Class 21 contains 24196 members 
Mstep: Class 22 contains 235750 members 
Mstep: Class 23 contains 226696 members 
Mstep: Class 24 contains 24545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146434016.000000 Penalty: 85407.304688
Iteration 65Q: 25 clusters Score -1.46434e+08 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 40576 members 
Mstep: Class 4 contains 76323 members 
Mstep: Class 5 contains 22653 members 
Mstep: Class 6 contains 44893 members 
Mstep: Class 7 contains 17887 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 141825 members 
Mstep: Class 12 contains 20069 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 8838 members 
Mstep: Class 15 contains 471691 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 146652 members 
Mstep: Class 18 contains 66445 members 
Mstep: Class 19 contains 13649 members 
Mstep: Class 20 contains 61568 members 
Mstep: Class 21 contains 24211 members 
Mstep: Class 22 contains 235949 members 
Mstep: Class 23 contains 226397 members 
Mstep: Class 24 contains 24783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436176.000000 Penalty: 85407.304688
Iteration 66Q: 25 clusters Score -1.464362e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 40629 members 
Mstep: Class 4 contains 80056 members 
Mstep: Class 5 contains 22491 members 
Mstep: Class 6 contains 44899 members 
Mstep: Class 7 contains 17896 members 
Mstep: Class 8 contains 37022 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 142081 members 
Mstep: Class 12 contains 20073 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 8699 members 
Mstep: Class 15 contains 467736 members 
Mstep: Class 16 contains 5274 members 
Mstep: Class 17 contains 146850 members 
Mstep: Class 18 contains 66474 members 
Mstep: Class 19 contains 13703 members 
Mstep: Class 20 contains 61493 members 
Mstep: Class 21 contains 24222 members 
Mstep: Class 22 contains 236100 members 
Mstep: Class 23 contains 226096 members 
Mstep: Class 24 contains 24985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437408.000000 Penalty: 85407.304688
Iteration 67Q: 25 clusters Score -1.464374e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 40668 members 
Mstep: Class 4 contains 83604 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 44876 members 
Mstep: Class 7 contains 17921 members 
Mstep: Class 8 contains 36972 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 142313 members 
Mstep: Class 12 contains 20076 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 8573 members 
Mstep: Class 15 contains 464134 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 146993 members 
Mstep: Class 18 contains 66509 members 
Mstep: Class 19 contains 13763 members 
Mstep: Class 20 contains 61418 members 
Mstep: Class 21 contains 24238 members 
Mstep: Class 22 contains 236192 members 
Mstep: Class 23 contains 225731 members 
Mstep: Class 24 contains 25144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146438592.000000 Penalty: 85407.304688
Iteration 68Q: 25 clusters Score -1.464386e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 40689 members 
Mstep: Class 4 contains 86934 members 
Mstep: Class 5 contains 22240 members 
Mstep: Class 6 contains 44852 members 
Mstep: Class 7 contains 17951 members 
Mstep: Class 8 contains 36923 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 142561 members 
Mstep: Class 12 contains 20073 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 460878 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 147089 members 
Mstep: Class 18 contains 66525 members 
Mstep: Class 19 contains 13835 members 
Mstep: Class 20 contains 61356 members 
Mstep: Class 21 contains 24251 members 
Mstep: Class 22 contains 236241 members 
Mstep: Class 23 contains 225317 members 
Mstep: Class 24 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439456.000000 Penalty: 85407.304688
Iteration 69Q: 25 clusters Score -1.464395e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 40695 members 
Mstep: Class 4 contains 89999 members 
Mstep: Class 5 contains 22111 members 
Mstep: Class 6 contains 44811 members 
Mstep: Class 7 contains 17971 members 
Mstep: Class 8 contains 36872 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 142792 members 
Mstep: Class 12 contains 20069 members 
Mstep: Class 13 contains 7752 members 
Mstep: Class 14 contains 8332 members 
Mstep: Class 15 contains 457937 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 147199 members 
Mstep: Class 18 contains 66568 members 
Mstep: Class 19 contains 13904 members 
Mstep: Class 20 contains 61304 members 
Mstep: Class 21 contains 24262 members 
Mstep: Class 22 contains 236230 members 
Mstep: Class 23 contains 224923 members 
Mstep: Class 24 contains 25463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440352.000000 Penalty: 85407.304688
Iteration 70Q: 25 clusters Score -1.464404e+08 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 40688 members 
Mstep: Class 4 contains 92733 members 
Mstep: Class 5 contains 21983 members 
Mstep: Class 6 contains 44781 members 
Mstep: Class 7 contains 17998 members 
Mstep: Class 8 contains 36825 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143007 members 
Mstep: Class 12 contains 20070 members 
Mstep: Class 13 contains 7794 members 
Mstep: Class 14 contains 8226 members 
Mstep: Class 15 contains 455338 members 
Mstep: Class 16 contains 5281 members 
Mstep: Class 17 contains 147313 members 
Mstep: Class 18 contains 66597 members 
Mstep: Class 19 contains 13954 members 
Mstep: Class 20 contains 61256 members 
Mstep: Class 21 contains 24276 members 
Mstep: Class 22 contains 236228 members 
Mstep: Class 23 contains 224515 members 
Mstep: Class 24 contains 25599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441744.000000 Penalty: 85407.304688
Iteration 71Q: 25 clusters Score -1.464417e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 40704 members 
Mstep: Class 4 contains 95281 members 
Mstep: Class 5 contains 21856 members 
Mstep: Class 6 contains 44765 members 
Mstep: Class 7 contains 18004 members 
Mstep: Class 8 contains 36784 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143194 members 
Mstep: Class 12 contains 20073 members 
Mstep: Class 13 contains 7867 members 
Mstep: Class 14 contains 8115 members 
Mstep: Class 15 contains 452952 members 
Mstep: Class 16 contains 5281 members 
Mstep: Class 17 contains 147399 members 
Mstep: Class 18 contains 66623 members 
Mstep: Class 19 contains 13992 members 
Mstep: Class 20 contains 61227 members 
Mstep: Class 21 contains 24282 members 
Mstep: Class 22 contains 236267 members 
Mstep: Class 23 contains 224087 members 
Mstep: Class 24 contains 25711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442688.000000 Penalty: 85407.304688
Iteration 72Q: 25 clusters Score -1.464427e+08 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2484 members 
Mstep: Class 3 contains 40709 members 
Mstep: Class 4 contains 97612 members 
Mstep: Class 5 contains 21728 members 
Mstep: Class 6 contains 44732 members 
Mstep: Class 7 contains 18014 members 
Mstep: Class 8 contains 36748 members 
Mstep: Class 9 contains 5325 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143367 members 
Mstep: Class 12 contains 20069 members 
Mstep: Class 13 contains 7992 members 
Mstep: Class 14 contains 8016 members 
Mstep: Class 15 contains 450821 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 147492 members 
Mstep: Class 18 contains 66646 members 
Mstep: Class 19 contains 13995 members 
Mstep: Class 20 contains 61221 members 
Mstep: Class 21 contains 24281 members 
Mstep: Class 22 contains 236284 members 
Mstep: Class 23 contains 223659 members 
Mstep: Class 24 contains 25801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443152.000000 Penalty: 85407.304688
Iteration 73Q: 25 clusters Score -1.464432e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 40690 members 
Mstep: Class 4 contains 99708 members 
Mstep: Class 5 contains 21612 members 
Mstep: Class 6 contains 44698 members 
Mstep: Class 7 contains 18037 members 
Mstep: Class 8 contains 36708 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143547 members 
Mstep: Class 12 contains 20063 members 
Mstep: Class 13 contains 8163 members 
Mstep: Class 14 contains 7919 members 
Mstep: Class 15 contains 448869 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 147608 members 
Mstep: Class 18 contains 66672 members 
Mstep: Class 19 contains 13975 members 
Mstep: Class 20 contains 61231 members 
Mstep: Class 21 contains 24283 members 
Mstep: Class 22 contains 236320 members 
Mstep: Class 23 contains 223222 members 
Mstep: Class 24 contains 25868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443824.000000 Penalty: 85407.304688
Iteration 74Q: 25 clusters Score -1.464438e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 40673 members 
Mstep: Class 4 contains 101666 members 
Mstep: Class 5 contains 21519 members 
Mstep: Class 6 contains 44667 members 
Mstep: Class 7 contains 18045 members 
Mstep: Class 8 contains 36691 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143698 members 
Mstep: Class 12 contains 20051 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 447150 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 147712 members 
Mstep: Class 18 contains 66708 members 
Mstep: Class 19 contains 13919 members 
Mstep: Class 20 contains 61235 members 
Mstep: Class 21 contains 24279 members 
Mstep: Class 22 contains 236339 members 
Mstep: Class 23 contains 222726 members 
Mstep: Class 24 contains 25947 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 25 clusters Score -1.464443e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 40657 members 
Mstep: Class 4 contains 103528 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 44632 members 
Mstep: Class 7 contains 18038 members 
Mstep: Class 8 contains 36666 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143851 members 
Mstep: Class 12 contains 20048 members 
Mstep: Class 13 contains 8463 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 445510 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147795 members 
Mstep: Class 18 contains 66747 members 
Mstep: Class 19 contains 13866 members 
Mstep: Class 20 contains 61254 members 
Mstep: Class 21 contains 24284 members 
Mstep: Class 22 contains 236359 members 
Mstep: Class 23 contains 222257 members 
Mstep: Class 24 contains 26005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444592.000000 Penalty: 85407.304688
Iteration 76Q: 25 clusters Score -1.464446e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2530 members 
Mstep: Class 3 contains 40638 members 
Mstep: Class 4 contains 105267 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 44606 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 36631 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 143996 members 
Mstep: Class 12 contains 20043 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 443984 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147866 members 
Mstep: Class 18 contains 66781 members 
Mstep: Class 19 contains 13865 members 
Mstep: Class 20 contains 61286 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 236367 members 
Mstep: Class 23 contains 221777 members 
Mstep: Class 24 contains 26067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445184.000000 Penalty: 85407.304688
Iteration 77Q: 25 clusters Score -1.464452e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 40600 members 
Mstep: Class 4 contains 106879 members 
Mstep: Class 5 contains 21399 members 
Mstep: Class 6 contains 44585 members 
Mstep: Class 7 contains 18070 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 5327 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144125 members 
Mstep: Class 12 contains 20036 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 442592 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 147932 members 
Mstep: Class 18 contains 66800 members 
Mstep: Class 19 contains 13888 members 
Mstep: Class 20 contains 61287 members 
Mstep: Class 21 contains 24307 members 
Mstep: Class 22 contains 236349 members 
Mstep: Class 23 contains 221379 members 
Mstep: Class 24 contains 26120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445552.000000 Penalty: 85407.304688
Iteration 78Q: 25 clusters Score -1.464456e+08 nChanged 2738
Entering ConstructFrom: 
Score: -146445552.000000 Penalty: 85407.304688
Entering ConstructFrom: 
Trying to split cluster 1 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -252936.062500 Penalty: 1969.529541
	Iteration 0F: 2 clusters Score -252936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -249835.421875 Penalty: 3939.059082
	Iteration 0F: 3 clusters Score -249835.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -250447.968750 Penalty: 3939.059082
	Iteration 1F: 3 clusters Score -250448 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250577.531250 Penalty: 3939.059082
	Iteration 2F: 3 clusters Score -250577.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -250649.125000 Penalty: 3939.059082
	Iteration 3Q: 3 clusters Score -250649.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -250698.093750 Penalty: 3939.059082
	Iteration 4Q: 3 clusters Score -250698.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -250732.859375 Penalty: 3939.059082
	Iteration 5Q: 3 clusters Score -250732.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -250755.281250 Penalty: 3939.059082
	Iteration 6Q: 3 clusters Score -250755.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -250769.062500 Penalty: 3939.059082
	Iteration 7Q: 3 clusters Score -250769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250782.031250 Penalty: 3939.059082
	Iteration 8Q: 3 clusters Score -250782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -250789.265625 Penalty: 3939.059082
	Iteration 9Q: 3 clusters Score -250789.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250800.312500 Penalty: 3939.059082
	Iteration 10Q: 3 clusters Score -250800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -250808.453125 Penalty: 3939.059082
	Iteration 11Q: 3 clusters Score -250808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -250814.968750 Penalty: 3939.059082
	Iteration 12Q: 3 clusters Score -250815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250822.046875 Penalty: 3939.059082
	Iteration 13Q: 3 clusters Score -250822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -250826.750000 Penalty: 3939.059082
	Iteration 14Q: 3 clusters Score -250826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250829.000000 Penalty: 3939.059082
	Iteration 15Q: 3 clusters Score -250829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250829.312500 Penalty: 3939.059082
	Iteration 16Q: 3 clusters Score -250829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -250830.625000 Penalty: 3939.059082
	Iteration 17Q: 3 clusters Score -250830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250831.937500 Penalty: 3939.059082
	Iteration 18Q: 3 clusters Score -250831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -250833.765625 Penalty: 3939.059082
	Iteration 19Q: 3 clusters Score -250833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -250835.187500 Penalty: 3939.059082
	Iteration 20F: 3 clusters Score -250835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -250835.859375 Penalty: 3939.059082
	Iteration 21Q: 3 clusters Score -250835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250836.500000 Penalty: 3939.059082
	Iteration 22Q: 3 clusters Score -250836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250836.500000 Penalty: 3939.059082
	Iteration 23F: 3 clusters Score -250836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -202435.406250 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -202435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -199497.656250 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -199497.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -200147.328125 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -200147.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -200326.265625 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -200326.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -200429.125000 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -200429.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -200510.953125 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -200511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -200558.125000 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -200558.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -200604.781250 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -200604.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -200659.312500 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -200659.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -200709.156250 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -200709.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -200764.171875 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -200764.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -200835.609375 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -200835.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -200897.953125 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -200898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -200955.140625 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -200955.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -201021.343750 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -201021.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -201076.687500 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -201076.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -201130.703125 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -201130.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -201171.718750 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -201171.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -201205.468750 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -201205.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -201224.078125 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -201224.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -201244.500000 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -201244.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -201262.265625 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -201262.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -201285.984375 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -201286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -201306.843750 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -201306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -201318.937500 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -201318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -201333.187500 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -201333.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -201348.640625 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -201348.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -201360.593750 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -201360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -201373.531250 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -201373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -201383.437500 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -201383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -201388.109375 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -201388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -201388.843750 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -201388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -201389.281250 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -201389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -201389.281250 Penalty: 3889.965088
	Iteration 32F: 3 clusters Score -201389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Entering Unmasked Estep 
Score: -3515825.000000 Penalty: 2631.523193
	Iteration 0F: 2 clusters Score -3515825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3488343.750000 Penalty: 5263.046387
	Iteration 0F: 3 clusters Score -3488344 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3498534.500000 Penalty: 5263.046387
	Iteration 1F: 3 clusters Score -3498534 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3499159.500000 Penalty: 5263.046387
	Iteration 2Q: 3 clusters Score -3499160 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3499940.500000 Penalty: 5263.046387
	Iteration 3Q: 3 clusters Score -3499940 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3501021.750000 Penalty: 5263.046387
	Iteration 4F: 3 clusters Score -3501022 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3502383.500000 Penalty: 5263.046387
	Iteration 5F: 3 clusters Score -3502384 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3503943.750000 Penalty: 5263.046387
	Iteration 6F: 3 clusters Score -3503944 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3505369.250000 Penalty: 5263.046387
	Iteration 7F: 3 clusters Score -3505369 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3506455.500000 Penalty: 5263.046387
	Iteration 8F: 3 clusters Score -3506456 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3507140.500000 Penalty: 5263.046387
	Iteration 9Q: 3 clusters Score -3507140 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3507549.750000 Penalty: 5263.046387
	Iteration 10Q: 3 clusters Score -3507550 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3507834.250000 Penalty: 5263.046387
	Iteration 11Q: 3 clusters Score -3507834 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3507999.500000 Penalty: 5263.046387
	Iteration 12Q: 3 clusters Score -3508000 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3508135.750000 Penalty: 5263.046387
	Iteration 13Q: 3 clusters Score -3508136 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3508248.750000 Penalty: 5263.046387
	Iteration 14Q: 3 clusters Score -3508249 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3508326.000000 Penalty: 5263.046387
	Iteration 15Q: 3 clusters Score -3508326 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3508380.000000 Penalty: 5263.046387
	Iteration 16Q: 3 clusters Score -3508380 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3508432.000000 Penalty: 5263.046387
	Iteration 17Q: 3 clusters Score -3508432 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3508496.750000 Penalty: 5263.046387
	Iteration 18Q: 3 clusters Score -3508497 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3508543.000000 Penalty: 5263.046387
	Iteration 19Q: 3 clusters Score -3508543 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3508578.500000 Penalty: 5263.046387
	Iteration 20F: 3 clusters Score -3508578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3508630.000000 Penalty: 5263.046387
	Iteration 21Q: 3 clusters Score -3508630 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3508660.750000 Penalty: 5263.046387
	Iteration 22Q: 3 clusters Score -3508661 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3508734.500000 Penalty: 5263.046387
	Iteration 23Q: 3 clusters Score -3508734 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3508801.500000 Penalty: 5263.046387
	Iteration 24Q: 3 clusters Score -3508802 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3508848.000000 Penalty: 5263.046387
	Iteration 25Q: 3 clusters Score -3508848 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3508914.000000 Penalty: 5263.046387
	Iteration 26Q: 3 clusters Score -3508914 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3509021.500000 Penalty: 5263.046387
	Iteration 27Q: 3 clusters Score -3509022 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3509107.000000 Penalty: 5263.046387
	Iteration 28Q: 3 clusters Score -3509107 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3509202.250000 Penalty: 5263.046387
	Iteration 29Q: 3 clusters Score -3509202 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3509295.250000 Penalty: 5263.046387
	Iteration 30Q: 3 clusters Score -3509295 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3509428.500000 Penalty: 5263.046387
	Iteration 31Q: 3 clusters Score -3509428 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3509605.250000 Penalty: 5263.046387
	Iteration 32Q: 3 clusters Score -3509605 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3509788.000000 Penalty: 5263.046387
	Iteration 33Q: 3 clusters Score -3509788 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3510021.250000 Penalty: 5263.046387
	Iteration 34Q: 3 clusters Score -3510021 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3510246.250000 Penalty: 5263.046387
	Iteration 35Q: 3 clusters Score -3510246 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3510497.250000 Penalty: 5263.046387
	Iteration 36Q: 3 clusters Score -3510497 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3510743.250000 Penalty: 5263.046387
	Iteration 37Q: 3 clusters Score -3510743 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3511020.000000 Penalty: 5263.046387
	Iteration 38Q: 3 clusters Score -3511020 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3511311.250000 Penalty: 5263.046387
	Iteration 39Q: 3 clusters Score -3511311 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -3511543.000000 Penalty: 5263.046387
	Iteration 40F: 3 clusters Score -3511543 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3511777.750000 Penalty: 5263.046387
	Iteration 41Q: 3 clusters Score -3511778 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -3512032.000000 Penalty: 5263.046387
	Iteration 42Q: 3 clusters Score -3512032 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3512309.000000 Penalty: 5263.046387
	Iteration 43Q: 3 clusters Score -3512309 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -3512564.250000 Penalty: 5263.046387
	Iteration 44Q: 3 clusters Score -3512564 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3512784.000000 Penalty: 5263.046387
	Iteration 45Q: 3 clusters Score -3512784 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3512994.250000 Penalty: 5263.046387
	Iteration 46Q: 3 clusters Score -3512994 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -3513180.000000 Penalty: 5263.046387
	Iteration 47Q: 3 clusters Score -3513180 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3513319.000000 Penalty: 5263.046387
	Iteration 48Q: 3 clusters Score -3513319 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -3513435.250000 Penalty: 5263.046387
	Iteration 49Q: 3 clusters Score -3513435 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -3513529.250000 Penalty: 5263.046387
	Iteration 50Q: 3 clusters Score -3513529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3513591.250000 Penalty: 5263.046387
	Iteration 51Q: 3 clusters Score -3513591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -3513640.750000 Penalty: 5263.046387
	Iteration 52Q: 3 clusters Score -3513641 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3513688.500000 Penalty: 5263.046387
	Iteration 53Q: 3 clusters Score -3513688 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -3513732.500000 Penalty: 5263.046387
	Iteration 54Q: 3 clusters Score -3513732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -3513777.250000 Penalty: 5263.046387
	Iteration 55Q: 3 clusters Score -3513777 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -3513819.250000 Penalty: 5263.046387
	Iteration 56Q: 3 clusters Score -3513819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -3513842.000000 Penalty: 5263.046387
	Iteration 57Q: 3 clusters Score -3513842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3513851.250000 Penalty: 5263.046387
	Iteration 58Q: 3 clusters Score -3513851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3513868.000000 Penalty: 5263.046387
	Iteration 59Q: 3 clusters Score -3513868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -3513878.000000 Penalty: 5263.046387
	Iteration 60F: 3 clusters Score -3513878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -3513884.500000 Penalty: 5263.046387
	Iteration 61Q: 3 clusters Score -3513884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -3513900.250000 Penalty: 5263.046387
	Iteration 62Q: 3 clusters Score -3513900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -3513904.000000 Penalty: 5263.046387
	Iteration 63Q: 3 clusters Score -3513904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -3513920.000000 Penalty: 5263.046387
	Iteration 64Q: 3 clusters Score -3513920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3513926.500000 Penalty: 5263.046387
	Iteration 65Q: 3 clusters Score -3513926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -3513936.750000 Penalty: 5263.046387
	Iteration 66Q: 3 clusters Score -3513937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -3513951.750000 Penalty: 5263.046387
	Iteration 67Q: 3 clusters Score -3513952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -3513954.500000 Penalty: 5263.046387
	Iteration 68Q: 3 clusters Score -3513954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -3513951.000000 Penalty: 5263.046387
	Iteration 69Q: 3 clusters Score -3513951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -3513953.750000 Penalty: 5263.046387
	Iteration 70Q: 3 clusters Score -3513954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3513955.000000 Penalty: 5263.046387
	Iteration 71Q: 3 clusters Score -3513955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -3513962.000000 Penalty: 5263.046387
	Iteration 72Q: 3 clusters Score -3513962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -3513964.250000 Penalty: 5263.046387
	Iteration 73Q: 3 clusters Score -3513964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -3513964.000000 Penalty: 5263.046387
	Iteration 74Q: 3 clusters Score -3513964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -3513968.250000 Penalty: 5263.046387
	Iteration 75Q: 3 clusters Score -3513968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -3513965.750000 Penalty: 5263.046387
	Iteration 76Q: 3 clusters Score -3513966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -3513973.250000 Penalty: 5263.046387
	Iteration 77Q: 3 clusters Score -3513973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -3513976.000000 Penalty: 5263.046387
	Iteration 78Q: 3 clusters Score -3513976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -3513976.500000 Penalty: 5263.046387
	Iteration 79Q: 3 clusters Score -3513976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -3513972.500000 Penalty: 5263.046387
	Iteration 80F: 3 clusters Score -3513972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Entering Unmasked Estep 
Score: -9746125.000000 Penalty: 2875.183594
	Iteration 0F: 2 clusters Score -9746125 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 54348 members 
Entering Unmasked Estep 
Score: -9673632.000000 Penalty: 5750.367188
	Iteration 0F: 3 clusters Score -9673632 nChanged 51370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -9702949.000000 Penalty: 5750.367188
	Iteration 1F: 3 clusters Score -9702949 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -9703818.000000 Penalty: 5750.367188
	Iteration 2Q: 3 clusters Score -9703818 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -9705121.000000 Penalty: 5750.367188
	Iteration 3Q: 3 clusters Score -9705121 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -9707110.000000 Penalty: 5750.367188
	Iteration 4Q: 3 clusters Score -9707110 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -9710306.000000 Penalty: 5750.367188
	Iteration 5F: 3 clusters Score -9710306 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -9715260.000000 Penalty: 5750.367188
	Iteration 6F: 3 clusters Score -9715260 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -9722157.000000 Penalty: 5750.367188
	Iteration 7F: 3 clusters Score -9722157 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -9729747.000000 Penalty: 5750.367188
	Iteration 8F: 3 clusters Score -9729747 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -9736046.000000 Penalty: 5750.367188
	Iteration 9F: 3 clusters Score -9736046 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 104270 members 
Entering Unmasked Estep 
Score: -9740100.000000 Penalty: 5750.367188
	Iteration 10Q: 3 clusters Score -9740100 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -9742098.000000 Penalty: 5750.367188
	Iteration 11Q: 3 clusters Score -9742098 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -9742928.000000 Penalty: 5750.367188
	Iteration 12Q: 3 clusters Score -9742928 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -9743262.000000 Penalty: 5750.367188
	Iteration 13Q: 3 clusters Score -9743262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -9743411.000000 Penalty: 5750.367188
	Iteration 14Q: 3 clusters Score -9743411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -9743484.000000 Penalty: 5750.367188
	Iteration 15Q: 3 clusters Score -9743484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 108074 members 
Entering Unmasked Estep 
Score: -9743538.000000 Penalty: 5750.367188
	Iteration 16Q: 3 clusters Score -9743538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -9743556.000000 Penalty: 5750.367188
	Iteration 17Q: 3 clusters Score -9743556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 108093 members 
Entering Unmasked Estep 
Score: -9743579.000000 Penalty: 5750.367188
	Iteration 18Q: 3 clusters Score -9743579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -9743598.000000 Penalty: 5750.367188
	Iteration 19Q: 3 clusters Score -9743598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -9743599.000000 Penalty: 5750.367188
	Iteration 20F: 3 clusters Score -9743599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -9743626.000000 Penalty: 5750.367188
	Iteration 21Q: 3 clusters Score -9743626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -9743623.000000 Penalty: 5750.367188
	Iteration 22Q: 3 clusters Score -9743623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -9743638.000000 Penalty: 5750.367188
	Iteration 23Q: 3 clusters Score -9743638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -9743635.000000 Penalty: 5750.367188
	Iteration 24Q: 3 clusters Score -9743635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -9743641.000000 Penalty: 5750.367188
	Iteration 25Q: 3 clusters Score -9743641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -9743643.000000 Penalty: 5750.367188
	Iteration 26Q: 3 clusters Score -9743643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -9743641.000000 Penalty: 5750.367188
	Iteration 27Q: 3 clusters Score -9743641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -9743642.000000 Penalty: 5750.367188
	Iteration 28Q: 3 clusters Score -9743642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -9743647.000000 Penalty: 5750.367188
	Iteration 29Q: 3 clusters Score -9743647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -9743647.000000 Penalty: 5750.367188
	Iteration 30Q: 3 clusters Score -9743647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -9743647.000000 Penalty: 5750.367188
	Iteration 31F: 3 clusters Score -9743647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Entering Unmasked Estep 
Score: -1802229.125000 Penalty: 2472.577637
	Iteration 0F: 2 clusters Score -1802229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1787244.375000 Penalty: 4945.155273
	Iteration 0F: 3 clusters Score -1787244 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1793263.250000 Penalty: 4945.155273
	Iteration 1F: 3 clusters Score -1793263 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1795619.875000 Penalty: 4945.155273
	Iteration 2F: 3 clusters Score -1795620 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1798092.375000 Penalty: 4945.155273
	Iteration 3F: 3 clusters Score -1798092 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1799768.375000 Penalty: 4945.155273
	Iteration 4F: 3 clusters Score -1799768 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1801268.125000 Penalty: 4945.155273
	Iteration 5F: 3 clusters Score -1801268 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1802463.000000 Penalty: 4945.155273
	Iteration 6F: 3 clusters Score -1802463 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1803187.500000 Penalty: 4945.155273
	Iteration 7F: 3 clusters Score -1803188 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1803608.500000 Penalty: 4945.155273
	Iteration 8Q: 3 clusters Score -1803608 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1803891.375000 Penalty: 4945.155273
	Iteration 9Q: 3 clusters Score -1803891 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1804070.125000 Penalty: 4945.155273
	Iteration 10Q: 3 clusters Score -1804070 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1804173.000000 Penalty: 4945.155273
	Iteration 11Q: 3 clusters Score -1804173 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1804253.000000 Penalty: 4945.155273
	Iteration 12Q: 3 clusters Score -1804253 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1804328.000000 Penalty: 4945.155273
	Iteration 13Q: 3 clusters Score -1804328 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1804398.875000 Penalty: 4945.155273
	Iteration 14Q: 3 clusters Score -1804399 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1804485.250000 Penalty: 4945.155273
	Iteration 15Q: 3 clusters Score -1804485 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1804550.250000 Penalty: 4945.155273
	Iteration 16Q: 3 clusters Score -1804550 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1804651.625000 Penalty: 4945.155273
	Iteration 17Q: 3 clusters Score -1804652 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1804784.625000 Penalty: 4945.155273
	Iteration 18Q: 3 clusters Score -1804785 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1805005.250000 Penalty: 4945.155273
	Iteration 19Q: 3 clusters Score -1805005 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1805316.500000 Penalty: 4945.155273
	Iteration 20F: 3 clusters Score -1805316 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1805716.750000 Penalty: 4945.155273
	Iteration 21Q: 3 clusters Score -1805717 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1805960.375000 Penalty: 4945.155273
	Iteration 22Q: 3 clusters Score -1805960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1806052.125000 Penalty: 4945.155273
	Iteration 23Q: 3 clusters Score -1806052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1806100.250000 Penalty: 4945.155273
	Iteration 24Q: 3 clusters Score -1806100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1806122.375000 Penalty: 4945.155273
	Iteration 25Q: 3 clusters Score -1806122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1806134.500000 Penalty: 4945.155273
	Iteration 26Q: 3 clusters Score -1806134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1806144.375000 Penalty: 4945.155273
	Iteration 27Q: 3 clusters Score -1806144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1806150.000000 Penalty: 4945.155273
	Iteration 28Q: 3 clusters Score -1806150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1806156.125000 Penalty: 4945.155273
	Iteration 29Q: 3 clusters Score -1806156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1806161.375000 Penalty: 4945.155273
	Iteration 30Q: 3 clusters Score -1806161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1806165.875000 Penalty: 4945.155273
	Iteration 31Q: 3 clusters Score -1806166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1806165.500000 Penalty: 4945.155273
	Iteration 32Q: 3 clusters Score -1806166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1806164.875000 Penalty: 4945.155273
	Iteration 33Q: 3 clusters Score -1806165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1806166.375000 Penalty: 4945.155273
	Iteration 34Q: 3 clusters Score -1806166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1806166.375000 Penalty: 4945.155273
	Iteration 35F: 3 clusters Score -1806166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 40578 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144263 members 
Mstep: Class 12 contains 20029 members 
Mstep: Class 13 contains 8599 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 441300 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 19 contains 13928 members 
Mstep: Class 20 contains 61293 members 
Mstep: Class 21 contains 24316 members 
Mstep: Class 22 contains 236338 members 
Mstep: Class 23 contains 220982 members 
Mstep: Class 24 contains 26165 members 
Mstep: Class 25 contains 18898 members 
Entering Unmasked Estep 
Score: -146448672.000000 Penalty: 88965.937500
Splitting cluster 5 changes total score from -146445552.000000 to -146448672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (44550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Entering Unmasked Estep 
Score: -3824968.750000 Penalty: 2654.683105
	Iteration 0F: 2 clusters Score -3824969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3794914.500000 Penalty: 5309.366211
	Iteration 0F: 3 clusters Score -3794914 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3807095.500000 Penalty: 5309.366211
	Iteration 1F: 3 clusters Score -3807096 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3808457.250000 Penalty: 5309.366211
	Iteration 2F: 3 clusters Score -3808457 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3810050.250000 Penalty: 5309.366211
	Iteration 3F: 3 clusters Score -3810050 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3811804.500000 Penalty: 5309.366211
	Iteration 4F: 3 clusters Score -3811804 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3813501.250000 Penalty: 5309.366211
	Iteration 5F: 3 clusters Score -3813501 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3815055.250000 Penalty: 5309.366211
	Iteration 6F: 3 clusters Score -3815055 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3816405.500000 Penalty: 5309.366211
	Iteration 7F: 3 clusters Score -3816406 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3817316.750000 Penalty: 5309.366211
	Iteration 8Q: 3 clusters Score -3817317 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3817823.250000 Penalty: 5309.366211
	Iteration 9Q: 3 clusters Score -3817823 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3818102.500000 Penalty: 5309.366211
	Iteration 10Q: 3 clusters Score -3818102 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3818263.250000 Penalty: 5309.366211
	Iteration 11Q: 3 clusters Score -3818263 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3818408.250000 Penalty: 5309.366211
	Iteration 12Q: 3 clusters Score -3818408 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3818520.250000 Penalty: 5309.366211
	Iteration 13Q: 3 clusters Score -3818520 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3818601.000000 Penalty: 5309.366211
	Iteration 14Q: 3 clusters Score -3818601 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3818691.250000 Penalty: 5309.366211
	Iteration 15Q: 3 clusters Score -3818691 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3818797.000000 Penalty: 5309.366211
	Iteration 16Q: 3 clusters Score -3818797 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3818877.250000 Penalty: 5309.366211
	Iteration 17Q: 3 clusters Score -3818877 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3819006.500000 Penalty: 5309.366211
	Iteration 18Q: 3 clusters Score -3819006 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3819127.750000 Penalty: 5309.366211
	Iteration 19Q: 3 clusters Score -3819128 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3819255.250000 Penalty: 5309.366211
	Iteration 20F: 3 clusters Score -3819255 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3819417.000000 Penalty: 5309.366211
	Iteration 21Q: 3 clusters Score -3819417 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3819574.000000 Penalty: 5309.366211
	Iteration 22Q: 3 clusters Score -3819574 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3819775.250000 Penalty: 5309.366211
	Iteration 23Q: 3 clusters Score -3819775 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3820001.500000 Penalty: 5309.366211
	Iteration 24Q: 3 clusters Score -3820002 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3820339.750000 Penalty: 5309.366211
	Iteration 25Q: 3 clusters Score -3820340 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3820815.750000 Penalty: 5309.366211
	Iteration 26Q: 3 clusters Score -3820816 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3821454.500000 Penalty: 5309.366211
	Iteration 27Q: 3 clusters Score -3821454 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3822054.500000 Penalty: 5309.366211
	Iteration 28Q: 3 clusters Score -3822054 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3822406.750000 Penalty: 5309.366211
	Iteration 29Q: 3 clusters Score -3822407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3822623.000000 Penalty: 5309.366211
	Iteration 30Q: 3 clusters Score -3822623 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3822746.000000 Penalty: 5309.366211
	Iteration 31Q: 3 clusters Score -3822746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3822877.000000 Penalty: 5309.366211
	Iteration 32Q: 3 clusters Score -3822877 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3822959.500000 Penalty: 5309.366211
	Iteration 33Q: 3 clusters Score -3822960 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3823026.750000 Penalty: 5309.366211
	Iteration 34Q: 3 clusters Score -3823027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3823083.500000 Penalty: 5309.366211
	Iteration 35Q: 3 clusters Score -3823084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3823125.250000 Penalty: 5309.366211
	Iteration 36Q: 3 clusters Score -3823125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3823167.250000 Penalty: 5309.366211
	Iteration 37Q: 3 clusters Score -3823167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3823200.000000 Penalty: 5309.366211
	Iteration 38Q: 3 clusters Score -3823200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3823235.000000 Penalty: 5309.366211
	Iteration 39Q: 3 clusters Score -3823235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3823276.500000 Penalty: 5309.366211
	Iteration 40F: 3 clusters Score -3823276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3823301.250000 Penalty: 5309.366211
	Iteration 41Q: 3 clusters Score -3823301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3823328.250000 Penalty: 5309.366211
	Iteration 42Q: 3 clusters Score -3823328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3823356.500000 Penalty: 5309.366211
	Iteration 43Q: 3 clusters Score -3823356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3823382.000000 Penalty: 5309.366211
	Iteration 44Q: 3 clusters Score -3823382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3823395.500000 Penalty: 5309.366211
	Iteration 45Q: 3 clusters Score -3823396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3823406.000000 Penalty: 5309.366211
	Iteration 46Q: 3 clusters Score -3823406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3823416.750000 Penalty: 5309.366211
	Iteration 47Q: 3 clusters Score -3823417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3823431.000000 Penalty: 5309.366211
	Iteration 48Q: 3 clusters Score -3823431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3823439.000000 Penalty: 5309.366211
	Iteration 49Q: 3 clusters Score -3823439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3823453.250000 Penalty: 5309.366211
	Iteration 50Q: 3 clusters Score -3823453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3823452.250000 Penalty: 5309.366211
	Iteration 51Q: 3 clusters Score -3823452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3823454.000000 Penalty: 5309.366211
	Iteration 52Q: 3 clusters Score -3823454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3823456.750000 Penalty: 5309.366211
	Iteration 53Q: 3 clusters Score -3823457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3823457.000000 Penalty: 5309.366211
	Iteration 54Q: 3 clusters Score -3823457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3823457.500000 Penalty: 5309.366211
	Iteration 55Q: 3 clusters Score -3823458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3823459.500000 Penalty: 5309.366211
	Iteration 56Q: 3 clusters Score -3823460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3823460.000000 Penalty: 5309.366211
	Iteration 57Q: 3 clusters Score -3823460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3823460.000000 Penalty: 5309.366211
	Iteration 58F: 3 clusters Score -3823460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Entering Unmasked Estep 
Score: -1593111.250000 Penalty: 2430.980469
	Iteration 0F: 2 clusters Score -1593111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1580356.875000 Penalty: 4861.960938
	Iteration 0F: 3 clusters Score -1580357 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1584544.875000 Penalty: 4861.960938
	Iteration 1F: 3 clusters Score -1584545 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1585031.500000 Penalty: 4861.960938
	Iteration 2F: 3 clusters Score -1585032 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1585405.875000 Penalty: 4861.960938
	Iteration 3F: 3 clusters Score -1585406 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1585760.000000 Penalty: 4861.960938
	Iteration 4Q: 3 clusters Score -1585760 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1586109.750000 Penalty: 4861.960938
	Iteration 5Q: 3 clusters Score -1586110 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1586509.375000 Penalty: 4861.960938
	Iteration 6Q: 3 clusters Score -1586509 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1586997.500000 Penalty: 4861.960938
	Iteration 7Q: 3 clusters Score -1586998 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1587579.250000 Penalty: 4861.960938
	Iteration 8F: 3 clusters Score -1587579 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1588270.125000 Penalty: 4861.960938
	Iteration 9F: 3 clusters Score -1588270 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1589028.500000 Penalty: 4861.960938
	Iteration 10Q: 3 clusters Score -1589028 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1589738.625000 Penalty: 4861.960938
	Iteration 11Q: 3 clusters Score -1589739 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1590362.250000 Penalty: 4861.960938
	Iteration 12Q: 3 clusters Score -1590362 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1590782.750000 Penalty: 4861.960938
	Iteration 13Q: 3 clusters Score -1590783 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1591098.250000 Penalty: 4861.960938
	Iteration 14Q: 3 clusters Score -1591098 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1591279.750000 Penalty: 4861.960938
	Iteration 15Q: 3 clusters Score -1591280 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1591424.000000 Penalty: 4861.960938
	Iteration 16Q: 3 clusters Score -1591424 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1591565.750000 Penalty: 4861.960938
	Iteration 17Q: 3 clusters Score -1591566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1591667.750000 Penalty: 4861.960938
	Iteration 18Q: 3 clusters Score -1591668 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1591725.750000 Penalty: 4861.960938
	Iteration 19Q: 3 clusters Score -1591726 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1591773.125000 Penalty: 4861.960938
	Iteration 20F: 3 clusters Score -1591773 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1591821.000000 Penalty: 4861.960938
	Iteration 21Q: 3 clusters Score -1591821 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1591836.250000 Penalty: 4861.960938
	Iteration 22Q: 3 clusters Score -1591836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1591858.250000 Penalty: 4861.960938
	Iteration 23Q: 3 clusters Score -1591858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1591868.250000 Penalty: 4861.960938
	Iteration 24Q: 3 clusters Score -1591868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1591882.625000 Penalty: 4861.960938
	Iteration 25Q: 3 clusters Score -1591883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1591887.250000 Penalty: 4861.960938
	Iteration 26Q: 3 clusters Score -1591887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1591891.875000 Penalty: 4861.960938
	Iteration 27Q: 3 clusters Score -1591892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1591900.250000 Penalty: 4861.960938
	Iteration 28Q: 3 clusters Score -1591900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1591905.125000 Penalty: 4861.960938
	Iteration 29Q: 3 clusters Score -1591905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1591915.375000 Penalty: 4861.960938
	Iteration 30Q: 3 clusters Score -1591915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1591926.750000 Penalty: 4861.960938
	Iteration 31Q: 3 clusters Score -1591927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1591935.125000 Penalty: 4861.960938
	Iteration 32Q: 3 clusters Score -1591935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1591944.625000 Penalty: 4861.960938
	Iteration 33Q: 3 clusters Score -1591945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1591949.750000 Penalty: 4861.960938
	Iteration 34Q: 3 clusters Score -1591950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1591960.000000 Penalty: 4861.960938
	Iteration 35Q: 3 clusters Score -1591960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1591975.875000 Penalty: 4861.960938
	Iteration 36Q: 3 clusters Score -1591976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1591999.250000 Penalty: 4861.960938
	Iteration 37Q: 3 clusters Score -1591999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1592015.875000 Penalty: 4861.960938
	Iteration 38Q: 3 clusters Score -1592016 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1592041.250000 Penalty: 4861.960938
	Iteration 39Q: 3 clusters Score -1592041 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1592064.875000 Penalty: 4861.960938
	Iteration 40F: 3 clusters Score -1592065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1592080.000000 Penalty: 4861.960938
	Iteration 41Q: 3 clusters Score -1592080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1592092.000000 Penalty: 4861.960938
	Iteration 42Q: 3 clusters Score -1592092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1592111.875000 Penalty: 4861.960938
	Iteration 43Q: 3 clusters Score -1592112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1592130.750000 Penalty: 4861.960938
	Iteration 44Q: 3 clusters Score -1592131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1592139.750000 Penalty: 4861.960938
	Iteration 45Q: 3 clusters Score -1592140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1592161.875000 Penalty: 4861.960938
	Iteration 46Q: 3 clusters Score -1592162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1592178.250000 Penalty: 4861.960938
	Iteration 47Q: 3 clusters Score -1592178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1592198.625000 Penalty: 4861.960938
	Iteration 48Q: 3 clusters Score -1592199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1592224.875000 Penalty: 4861.960938
	Iteration 49Q: 3 clusters Score -1592225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1592239.500000 Penalty: 4861.960938
	Iteration 50Q: 3 clusters Score -1592240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1592254.875000 Penalty: 4861.960938
	Iteration 51Q: 3 clusters Score -1592255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1592268.750000 Penalty: 4861.960938
	Iteration 52Q: 3 clusters Score -1592269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1592285.500000 Penalty: 4861.960938
	Iteration 53Q: 3 clusters Score -1592286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1592306.625000 Penalty: 4861.960938
	Iteration 54Q: 3 clusters Score -1592307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1592337.375000 Penalty: 4861.960938
	Iteration 55Q: 3 clusters Score -1592337 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1592371.750000 Penalty: 4861.960938
	Iteration 56Q: 3 clusters Score -1592372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1592407.875000 Penalty: 4861.960938
	Iteration 57Q: 3 clusters Score -1592408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1592445.375000 Penalty: 4861.960938
	Iteration 58Q: 3 clusters Score -1592445 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1592477.750000 Penalty: 4861.960938
	Iteration 59Q: 3 clusters Score -1592478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1592508.250000 Penalty: 4861.960938
	Iteration 60F: 3 clusters Score -1592508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1592536.500000 Penalty: 4861.960938
	Iteration 61Q: 3 clusters Score -1592536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1592573.875000 Penalty: 4861.960938
	Iteration 62Q: 3 clusters Score -1592574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1592598.250000 Penalty: 4861.960938
	Iteration 63Q: 3 clusters Score -1592598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1592621.375000 Penalty: 4861.960938
	Iteration 64Q: 3 clusters Score -1592621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1592639.875000 Penalty: 4861.960938
	Iteration 65Q: 3 clusters Score -1592640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1592653.750000 Penalty: 4861.960938
	Iteration 66Q: 3 clusters Score -1592654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1592673.250000 Penalty: 4861.960938
	Iteration 67Q: 3 clusters Score -1592673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1592693.500000 Penalty: 4861.960938
	Iteration 68Q: 3 clusters Score -1592694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1592703.000000 Penalty: 4861.960938
	Iteration 69Q: 3 clusters Score -1592703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1592713.875000 Penalty: 4861.960938
	Iteration 70Q: 3 clusters Score -1592714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1592717.750000 Penalty: 4861.960938
	Iteration 71Q: 3 clusters Score -1592718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1592725.625000 Penalty: 4861.960938
	Iteration 72Q: 3 clusters Score -1592726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1592737.000000 Penalty: 4861.960938
	Iteration 73Q: 3 clusters Score -1592737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1592748.750000 Penalty: 4861.960938
	Iteration 74Q: 3 clusters Score -1592749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1592751.875000 Penalty: 4861.960938
	Iteration 75Q: 3 clusters Score -1592752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1592764.625000 Penalty: 4861.960938
	Iteration 76Q: 3 clusters Score -1592765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1592769.875000 Penalty: 4861.960938
	Iteration 77Q: 3 clusters Score -1592770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1592772.875000 Penalty: 4861.960938
	Iteration 78Q: 3 clusters Score -1592773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1592777.375000 Penalty: 4861.960938
	Iteration 79Q: 3 clusters Score -1592777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1592782.625000 Penalty: 4861.960938
	Iteration 80F: 3 clusters Score -1592783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1592788.750000 Penalty: 4861.960938
	Iteration 81Q: 3 clusters Score -1592789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1592784.000000 Penalty: 4861.960938
	Iteration 82Q: 3 clusters Score -1592784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1592786.375000 Penalty: 4861.960938
	Iteration 83Q: 3 clusters Score -1592786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1592788.125000 Penalty: 4861.960938
	Iteration 84Q: 3 clusters Score -1592788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1592788.000000 Penalty: 4861.960938
	Iteration 85Q: 3 clusters Score -1592788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1592785.250000 Penalty: 4861.960938
	Iteration 86Q: 3 clusters Score -1592785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1592787.750000 Penalty: 4861.960938
	Iteration 87Q: 3 clusters Score -1592788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1592790.625000 Penalty: 4861.960938
	Iteration 88Q: 3 clusters Score -1592791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1592789.625000 Penalty: 4861.960938
	Iteration 89Q: 3 clusters Score -1592790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1592788.500000 Penalty: 4861.960938
	Iteration 90Q: 3 clusters Score -1592788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1592790.000000 Penalty: 4861.960938
	Iteration 91Q: 3 clusters Score -1592790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1592792.250000 Penalty: 4861.960938
	Iteration 92Q: 3 clusters Score -1592792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1592790.875000 Penalty: 4861.960938
	Iteration 93Q: 3 clusters Score -1592791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1592795.375000 Penalty: 4861.960938
	Iteration 94Q: 3 clusters Score -1592795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1592791.875000 Penalty: 4861.960938
	Iteration 95Q: 3 clusters Score -1592792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1592796.750000 Penalty: 4861.960938
	Iteration 96Q: 3 clusters Score -1592797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1592797.750000 Penalty: 4861.960938
	Iteration 97Q: 3 clusters Score -1592798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1592797.750000 Penalty: 4861.960938
	Iteration 98F: 3 clusters Score -1592798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Entering Unmasked Estep 
Score: -3119689.250000 Penalty: 2605.813232
	Iteration 0F: 2 clusters Score -3119689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3094842.250000 Penalty: 5211.626465
	Iteration 0F: 3 clusters Score -3094842 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3104111.500000 Penalty: 5211.626465
	Iteration 1F: 3 clusters Score -3104112 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3104914.750000 Penalty: 5211.626465
	Iteration 2F: 3 clusters Score -3104915 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3105961.750000 Penalty: 5211.626465
	Iteration 3F: 3 clusters Score -3105962 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3107396.250000 Penalty: 5211.626465
	Iteration 4F: 3 clusters Score -3107396 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3109279.750000 Penalty: 5211.626465
	Iteration 5F: 3 clusters Score -3109280 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3111326.250000 Penalty: 5211.626465
	Iteration 6F: 3 clusters Score -3111326 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3113264.750000 Penalty: 5211.626465
	Iteration 7F: 3 clusters Score -3113265 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3114707.250000 Penalty: 5211.626465
	Iteration 8Q: 3 clusters Score -3114707 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3115654.750000 Penalty: 5211.626465
	Iteration 9Q: 3 clusters Score -3115655 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3116207.250000 Penalty: 5211.626465
	Iteration 10Q: 3 clusters Score -3116207 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3116519.250000 Penalty: 5211.626465
	Iteration 11Q: 3 clusters Score -3116519 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3116692.000000 Penalty: 5211.626465
	Iteration 12Q: 3 clusters Score -3116692 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -3116821.000000 Penalty: 5211.626465
	Iteration 13Q: 3 clusters Score -3116821 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -3116902.500000 Penalty: 5211.626465
	Iteration 14Q: 3 clusters Score -3116902 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3116954.750000 Penalty: 5211.626465
	Iteration 15Q: 3 clusters Score -3116955 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3116990.500000 Penalty: 5211.626465
	Iteration 16Q: 3 clusters Score -3116990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -3117028.750000 Penalty: 5211.626465
	Iteration 17Q: 3 clusters Score -3117029 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -3117058.750000 Penalty: 5211.626465
	Iteration 18Q: 3 clusters Score -3117059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3117072.250000 Penalty: 5211.626465
	Iteration 19Q: 3 clusters Score -3117072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3117085.500000 Penalty: 5211.626465
	Iteration 20F: 3 clusters Score -3117086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -3117097.750000 Penalty: 5211.626465
	Iteration 21Q: 3 clusters Score -3117098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3117112.750000 Penalty: 5211.626465
	Iteration 22Q: 3 clusters Score -3117113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -3117111.000000 Penalty: 5211.626465
	Iteration 23Q: 3 clusters Score -3117111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -3117123.750000 Penalty: 5211.626465
	Iteration 24Q: 3 clusters Score -3117124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -3117125.750000 Penalty: 5211.626465
	Iteration 25Q: 3 clusters Score -3117126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -3117129.500000 Penalty: 5211.626465
	Iteration 26Q: 3 clusters Score -3117130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -3117136.500000 Penalty: 5211.626465
	Iteration 27Q: 3 clusters Score -3117136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3117138.750000 Penalty: 5211.626465
	Iteration 28Q: 3 clusters Score -3117139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -3117143.500000 Penalty: 5211.626465
	Iteration 29Q: 3 clusters Score -3117144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -3117150.750000 Penalty: 5211.626465
	Iteration 30Q: 3 clusters Score -3117151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -3117150.500000 Penalty: 5211.626465
	Iteration 31Q: 3 clusters Score -3117150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -3117156.000000 Penalty: 5211.626465
	Iteration 32Q: 3 clusters Score -3117156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -3117161.750000 Penalty: 5211.626465
	Iteration 33Q: 3 clusters Score -3117162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -3117169.000000 Penalty: 5211.626465
	Iteration 34Q: 3 clusters Score -3117169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3117166.250000 Penalty: 5211.626465
	Iteration 35Q: 3 clusters Score -3117166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3117166.000000 Penalty: 5211.626465
	Iteration 36Q: 3 clusters Score -3117166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -3117174.250000 Penalty: 5211.626465
	Iteration 37Q: 3 clusters Score -3117174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -3117181.750000 Penalty: 5211.626465
	Iteration 38Q: 3 clusters Score -3117182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -3117187.000000 Penalty: 5211.626465
	Iteration 39Q: 3 clusters Score -3117187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3117193.000000 Penalty: 5211.626465
	Iteration 40F: 3 clusters Score -3117193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -3117196.000000 Penalty: 5211.626465
	Iteration 41Q: 3 clusters Score -3117196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -3117198.750000 Penalty: 5211.626465
	Iteration 42Q: 3 clusters Score -3117199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3117191.250000 Penalty: 5211.626465
	Iteration 43Q: 3 clusters Score -3117191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3117196.250000 Penalty: 5211.626465
	Iteration 44Q: 3 clusters Score -3117196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3117200.750000 Penalty: 5211.626465
	Iteration 45Q: 3 clusters Score -3117201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -3117200.250000 Penalty: 5211.626465
	Iteration 46Q: 3 clusters Score -3117200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3117197.250000 Penalty: 5211.626465
	Iteration 47Q: 3 clusters Score -3117197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -3117199.250000 Penalty: 5211.626465
	Iteration 48Q: 3 clusters Score -3117199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3117196.250000 Penalty: 5211.626465
	Iteration 49Q: 3 clusters Score -3117196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3117198.750000 Penalty: 5211.626465
	Iteration 50Q: 3 clusters Score -3117199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -3117200.000000 Penalty: 5211.626465
	Iteration 51Q: 3 clusters Score -3117200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3117195.250000 Penalty: 5211.626465
	Iteration 52Q: 3 clusters Score -3117195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3117195.250000 Penalty: 5211.626465
	Iteration 53F: 3 clusters Score -3117195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -436730.687500 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -436730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -431987.656250 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -431987.7 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -433197.375000 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -433197.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -433606.812500 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -433606.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -434121.281250 Penalty: 4256.042969
	Iteration 3F: 3 clusters Score -434121.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -434759.375000 Penalty: 4256.042969
	Iteration 4F: 3 clusters Score -434759.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -435507.781250 Penalty: 4256.042969
	Iteration 5F: 3 clusters Score -435507.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -436293.656250 Penalty: 4256.042969
	Iteration 6F: 3 clusters Score -436293.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -436781.718750 Penalty: 4256.042969
	Iteration 7F: 3 clusters Score -436781.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -437060.687500 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -437060.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -437165.500000 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -437165.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -437199.312500 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -437199.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -437215.906250 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -437215.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -437222.375000 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -437222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -437226.281250 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -437226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -437227.187500 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -437227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -437228.218750 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -437228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -437228.218750 Penalty: 4256.042969
	Iteration 16F: 3 clusters Score -437228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 40578 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144263 members 
Mstep: Class 12 contains 20029 members 
Mstep: Class 13 contains 8599 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 441300 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 19 contains 13928 members 
Mstep: Class 20 contains 61293 members 
Mstep: Class 21 contains 24316 members 
Mstep: Class 22 contains 236338 members 
Mstep: Class 23 contains 220982 members 
Mstep: Class 24 contains 26165 members 
Mstep: Class 25 contains 18898 members 
Mstep: Class 26 contains 3315 members 
Entering Unmasked Estep 
Score: -146447440.000000 Penalty: 92524.578125
Splitting cluster 9 changes total score from -146445552.000000 to -146447440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -23015.759766 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -23015.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21725.591797 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -21725.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21799.591797 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -21799.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21828.091797 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -21828.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21842.658203 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -21842.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21849.673828 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -21849.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21852.259766 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -21852.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21852.259766 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -21852.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (144263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144263 members 
Entering Unmasked Estep 
Score: -13088512.000000 Penalty: 2946.089600
	Iteration 0F: 2 clusters Score -1.308851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -12992289.000000 Penalty: 5892.179199
	Iteration 0F: 3 clusters Score -1.299229e+07 nChanged 68828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -13031918.000000 Penalty: 5892.179199
	Iteration 1F: 3 clusters Score -1.303192e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -13033100.000000 Penalty: 5892.179199
	Iteration 2Q: 3 clusters Score -1.30331e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -13034950.000000 Penalty: 5892.179199
	Iteration 3Q: 3 clusters Score -1.303495e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -13038294.000000 Penalty: 5892.179199
	Iteration 4Q: 3 clusters Score -1.303829e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -13044174.000000 Penalty: 5892.179199
	Iteration 5F: 3 clusters Score -1.304417e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -13052371.000000 Penalty: 5892.179199
	Iteration 6F: 3 clusters Score -1.305237e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -13060841.000000 Penalty: 5892.179199
	Iteration 7F: 3 clusters Score -1.306084e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115376 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -13067536.000000 Penalty: 5892.179199
	Iteration 8F: 3 clusters Score -1.306754e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -13072220.000000 Penalty: 5892.179199
	Iteration 9Q: 3 clusters Score -1.307222e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126790 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -13076030.000000 Penalty: 5892.179199
	Iteration 10Q: 3 clusters Score -1.307603e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -13079308.000000 Penalty: 5892.179199
	Iteration 11Q: 3 clusters Score -1.307931e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134248 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -13081934.000000 Penalty: 5892.179199
	Iteration 12Q: 3 clusters Score -1.308193e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136430 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -13083674.000000 Penalty: 5892.179199
	Iteration 13Q: 3 clusters Score -1.308367e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137796 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -13084922.000000 Penalty: 5892.179199
	Iteration 14Q: 3 clusters Score -1.308492e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -13085657.000000 Penalty: 5892.179199
	Iteration 15Q: 3 clusters Score -1.308566e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -13086009.000000 Penalty: 5892.179199
	Iteration 16Q: 3 clusters Score -1.308601e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139385 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -13086167.000000 Penalty: 5892.179199
	Iteration 17Q: 3 clusters Score -1.308617e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139626 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -13086272.000000 Penalty: 5892.179199
	Iteration 18Q: 3 clusters Score -1.308627e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139835 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -13086383.000000 Penalty: 5892.179199
	Iteration 19Q: 3 clusters Score -1.308638e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140024 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -13086472.000000 Penalty: 5892.179199
	Iteration 20F: 3 clusters Score -1.308647e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -13086520.000000 Penalty: 5892.179199
	Iteration 21Q: 3 clusters Score -1.308652e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -13086583.000000 Penalty: 5892.179199
	Iteration 22Q: 3 clusters Score -1.308658e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -13086599.000000 Penalty: 5892.179199
	Iteration 23Q: 3 clusters Score -1.30866e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -13086620.000000 Penalty: 5892.179199
	Iteration 24Q: 3 clusters Score -1.308662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140573 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -13086650.000000 Penalty: 5892.179199
	Iteration 25Q: 3 clusters Score -1.308665e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140629 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -13086657.000000 Penalty: 5892.179199
	Iteration 26Q: 3 clusters Score -1.308666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -13086677.000000 Penalty: 5892.179199
	Iteration 27Q: 3 clusters Score -1.308668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140758 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -13086683.000000 Penalty: 5892.179199
	Iteration 28Q: 3 clusters Score -1.308668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140815 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13086709.000000 Penalty: 5892.179199
	Iteration 29Q: 3 clusters Score -1.308671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140856 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -13086707.000000 Penalty: 5892.179199
	Iteration 30Q: 3 clusters Score -1.308671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -13086729.000000 Penalty: 5892.179199
	Iteration 31Q: 3 clusters Score -1.308673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -13086732.000000 Penalty: 5892.179199
	Iteration 32Q: 3 clusters Score -1.308673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13086741.000000 Penalty: 5892.179199
	Iteration 33Q: 3 clusters Score -1.308674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13086763.000000 Penalty: 5892.179199
	Iteration 34Q: 3 clusters Score -1.308676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13086766.000000 Penalty: 5892.179199
	Iteration 35Q: 3 clusters Score -1.308677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -13086779.000000 Penalty: 5892.179199
	Iteration 36Q: 3 clusters Score -1.308678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13086779.000000 Penalty: 5892.179199
	Iteration 37Q: 3 clusters Score -1.308678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140993 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -13086786.000000 Penalty: 5892.179199
	Iteration 38Q: 3 clusters Score -1.308679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140996 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -13086765.000000 Penalty: 5892.179199
	Iteration 39Q: 3 clusters Score -1.308676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141004 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -13086779.000000 Penalty: 5892.179199
	Iteration 40F: 3 clusters Score -1.308678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -13086774.000000 Penalty: 5892.179199
	Iteration 41Q: 3 clusters Score -1.308677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -13086770.000000 Penalty: 5892.179199
	Iteration 42Q: 3 clusters Score -1.308677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141030 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13086776.000000 Penalty: 5892.179199
	Iteration 43Q: 3 clusters Score -1.308678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13086773.000000 Penalty: 5892.179199
	Iteration 44Q: 3 clusters Score -1.308677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141050 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -13086789.000000 Penalty: 5892.179199
	Iteration 45Q: 3 clusters Score -1.308679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141063 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13086778.000000 Penalty: 5892.179199
	Iteration 46Q: 3 clusters Score -1.308678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -13086777.000000 Penalty: 5892.179199
	Iteration 47Q: 3 clusters Score -1.308678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141070 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -13086797.000000 Penalty: 5892.179199
	Iteration 48Q: 3 clusters Score -1.30868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13086800.000000 Penalty: 5892.179199
	Iteration 49Q: 3 clusters Score -1.30868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -13086794.000000 Penalty: 5892.179199
	Iteration 50Q: 3 clusters Score -1.308679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141082 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13086800.000000 Penalty: 5892.179199
	Iteration 51Q: 3 clusters Score -1.30868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -13086801.000000 Penalty: 5892.179199
	Iteration 52Q: 3 clusters Score -1.30868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141082 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13086799.000000 Penalty: 5892.179199
	Iteration 53Q: 3 clusters Score -1.30868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141084 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13086795.000000 Penalty: 5892.179199
	Iteration 54Q: 3 clusters Score -1.30868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141086 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -13086799.000000 Penalty: 5892.179199
	Iteration 55Q: 3 clusters Score -1.30868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141088 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -13086799.000000 Penalty: 5892.179199
	Iteration 56Q: 3 clusters Score -1.30868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -13086797.000000 Penalty: 5892.179199
	Iteration 57Q: 3 clusters Score -1.30868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141091 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -13086784.000000 Penalty: 5892.179199
	Iteration 58Q: 3 clusters Score -1.308678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13086797.000000 Penalty: 5892.179199
	Iteration 59Q: 3 clusters Score -1.30868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141100 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -13086791.000000 Penalty: 5892.179199
	Iteration 60F: 3 clusters Score -1.308679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141105 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -13086791.000000 Penalty: 5892.179199
	Iteration 61Q: 3 clusters Score -1.308679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141107 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -13086800.000000 Penalty: 5892.179199
	Iteration 62Q: 3 clusters Score -1.30868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141117 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -13086812.000000 Penalty: 5892.179199
	Iteration 63Q: 3 clusters Score -1.308681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -13086803.000000 Penalty: 5892.179199
	Iteration 64Q: 3 clusters Score -1.30868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -13086798.000000 Penalty: 5892.179199
	Iteration 65Q: 3 clusters Score -1.30868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141153 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -13086799.000000 Penalty: 5892.179199
	Iteration 66Q: 3 clusters Score -1.30868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -13086797.000000 Penalty: 5892.179199
	Iteration 67Q: 3 clusters Score -1.30868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13086787.000000 Penalty: 5892.179199
	Iteration 68Q: 3 clusters Score -1.308679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141161 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -13086789.000000 Penalty: 5892.179199
	Iteration 69Q: 3 clusters Score -1.308679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -13086776.000000 Penalty: 5892.179199
	Iteration 70Q: 3 clusters Score -1.308678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141172 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -13086773.000000 Penalty: 5892.179199
	Iteration 71Q: 3 clusters Score -1.308677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141179 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13086779.000000 Penalty: 5892.179199
	Iteration 72Q: 3 clusters Score -1.308678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141186 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -13086796.000000 Penalty: 5892.179199
	Iteration 73Q: 3 clusters Score -1.30868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -13086791.000000 Penalty: 5892.179199
	Iteration 74Q: 3 clusters Score -1.308679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -13086800.000000 Penalty: 5892.179199
	Iteration 75Q: 3 clusters Score -1.30868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141190 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13086792.000000 Penalty: 5892.179199
	Iteration 76Q: 3 clusters Score -1.308679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -13086793.000000 Penalty: 5892.179199
	Iteration 77Q: 3 clusters Score -1.308679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141195 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13086793.000000 Penalty: 5892.179199
	Iteration 78Q: 3 clusters Score -1.308679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -13086792.000000 Penalty: 5892.179199
	Iteration 79Q: 3 clusters Score -1.308679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141199 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -13086793.000000 Penalty: 5892.179199
	Iteration 80F: 3 clusters Score -1.308679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141201 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -13086793.000000 Penalty: 5892.179199
	Iteration 81Q: 3 clusters Score -1.308679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141203 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13086806.000000 Penalty: 5892.179199
	Iteration 82Q: 3 clusters Score -1.308681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -13086795.000000 Penalty: 5892.179199
	Iteration 83Q: 3 clusters Score -1.30868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13086788.000000 Penalty: 5892.179199
	Iteration 84Q: 3 clusters Score -1.308679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13086788.000000 Penalty: 5892.179199
	Iteration 85F: 3 clusters Score -1.308679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Entering Unmasked Estep 
Score: -1676742.125000 Penalty: 2456.424316
	Iteration 0F: 2 clusters Score -1676742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1662812.250000 Penalty: 4912.848633
	Iteration 0F: 3 clusters Score -1662812 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1668052.000000 Penalty: 4912.848633
	Iteration 1F: 3 clusters Score -1668052 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1669676.625000 Penalty: 4912.848633
	Iteration 2F: 3 clusters Score -1669677 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1671589.125000 Penalty: 4912.848633
	Iteration 3F: 3 clusters Score -1671589 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1673216.875000 Penalty: 4912.848633
	Iteration 4F: 3 clusters Score -1673217 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1674510.375000 Penalty: 4912.848633
	Iteration 5F: 3 clusters Score -1674510 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1675492.500000 Penalty: 4912.848633
	Iteration 6F: 3 clusters Score -1675492 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1676131.375000 Penalty: 4912.848633
	Iteration 7Q: 3 clusters Score -1676131 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1676522.750000 Penalty: 4912.848633
	Iteration 8Q: 3 clusters Score -1676523 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1676733.375000 Penalty: 4912.848633
	Iteration 9Q: 3 clusters Score -1676733 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1676860.000000 Penalty: 4912.848633
	Iteration 10Q: 3 clusters Score -1676860 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1676941.000000 Penalty: 4912.848633
	Iteration 11Q: 3 clusters Score -1676941 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1676985.375000 Penalty: 4912.848633
	Iteration 12Q: 3 clusters Score -1676985 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1677017.625000 Penalty: 4912.848633
	Iteration 13Q: 3 clusters Score -1677018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1677039.750000 Penalty: 4912.848633
	Iteration 14Q: 3 clusters Score -1677040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1677056.375000 Penalty: 4912.848633
	Iteration 15Q: 3 clusters Score -1677056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1677062.750000 Penalty: 4912.848633
	Iteration 16Q: 3 clusters Score -1677063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1677070.000000 Penalty: 4912.848633
	Iteration 17Q: 3 clusters Score -1677070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1677071.250000 Penalty: 4912.848633
	Iteration 18Q: 3 clusters Score -1677071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1677086.625000 Penalty: 4912.848633
	Iteration 19Q: 3 clusters Score -1677087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1677091.625000 Penalty: 4912.848633
	Iteration 20F: 3 clusters Score -1677092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1677092.375000 Penalty: 4912.848633
	Iteration 21Q: 3 clusters Score -1677092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1677096.875000 Penalty: 4912.848633
	Iteration 22Q: 3 clusters Score -1677097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1677102.875000 Penalty: 4912.848633
	Iteration 23Q: 3 clusters Score -1677103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1677101.125000 Penalty: 4912.848633
	Iteration 24Q: 3 clusters Score -1677101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1677103.500000 Penalty: 4912.848633
	Iteration 25Q: 3 clusters Score -1677104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1677105.750000 Penalty: 4912.848633
	Iteration 26Q: 3 clusters Score -1677106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1677109.875000 Penalty: 4912.848633
	Iteration 27Q: 3 clusters Score -1677110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1677111.125000 Penalty: 4912.848633
	Iteration 28Q: 3 clusters Score -1677111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1677111.500000 Penalty: 4912.848633
	Iteration 29Q: 3 clusters Score -1677112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1677117.625000 Penalty: 4912.848633
	Iteration 30Q: 3 clusters Score -1677118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1677117.750000 Penalty: 4912.848633
	Iteration 31Q: 3 clusters Score -1677118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1677127.250000 Penalty: 4912.848633
	Iteration 32Q: 3 clusters Score -1677127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1677137.500000 Penalty: 4912.848633
	Iteration 33Q: 3 clusters Score -1677138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1677147.375000 Penalty: 4912.848633
	Iteration 34Q: 3 clusters Score -1677147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1677160.375000 Penalty: 4912.848633
	Iteration 35Q: 3 clusters Score -1677160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1677172.750000 Penalty: 4912.848633
	Iteration 36Q: 3 clusters Score -1677173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1677182.500000 Penalty: 4912.848633
	Iteration 37Q: 3 clusters Score -1677182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1677198.375000 Penalty: 4912.848633
	Iteration 38Q: 3 clusters Score -1677198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1677221.875000 Penalty: 4912.848633
	Iteration 39Q: 3 clusters Score -1677222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1677235.000000 Penalty: 4912.848633
	Iteration 40F: 3 clusters Score -1677235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1677243.375000 Penalty: 4912.848633
	Iteration 41Q: 3 clusters Score -1677243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1677251.750000 Penalty: 4912.848633
	Iteration 42Q: 3 clusters Score -1677252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1677262.125000 Penalty: 4912.848633
	Iteration 43Q: 3 clusters Score -1677262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1677274.000000 Penalty: 4912.848633
	Iteration 44Q: 3 clusters Score -1677274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1677280.000000 Penalty: 4912.848633
	Iteration 45Q: 3 clusters Score -1677280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1677282.250000 Penalty: 4912.848633
	Iteration 46Q: 3 clusters Score -1677282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1677283.250000 Penalty: 4912.848633
	Iteration 47Q: 3 clusters Score -1677283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1677288.750000 Penalty: 4912.848633
	Iteration 48Q: 3 clusters Score -1677289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1677290.500000 Penalty: 4912.848633
	Iteration 49Q: 3 clusters Score -1677290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1677290.750000 Penalty: 4912.848633
	Iteration 50Q: 3 clusters Score -1677291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1677291.250000 Penalty: 4912.848633
	Iteration 51Q: 3 clusters Score -1677291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1677293.750000 Penalty: 4912.848633
	Iteration 52Q: 3 clusters Score -1677294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1677296.250000 Penalty: 4912.848633
	Iteration 53Q: 3 clusters Score -1677296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1677296.000000 Penalty: 4912.848633
	Iteration 54Q: 3 clusters Score -1677296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1677299.000000 Penalty: 4912.848633
	Iteration 55Q: 3 clusters Score -1677299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1677294.250000 Penalty: 4912.848633
	Iteration 56Q: 3 clusters Score -1677294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1677296.250000 Penalty: 4912.848633
	Iteration 57Q: 3 clusters Score -1677296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1677296.875000 Penalty: 4912.848633
	Iteration 58Q: 3 clusters Score -1677297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1677300.000000 Penalty: 4912.848633
	Iteration 59Q: 3 clusters Score -1677300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1677299.875000 Penalty: 4912.848633
	Iteration 60F: 3 clusters Score -1677300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1677300.750000 Penalty: 4912.848633
	Iteration 61Q: 3 clusters Score -1677301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1677300.750000 Penalty: 4912.848633
	Iteration 62F: 3 clusters Score -1677301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 40578 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144263 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 8599 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 441300 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 19 contains 13928 members 
Mstep: Class 20 contains 61293 members 
Mstep: Class 21 contains 24316 members 
Mstep: Class 22 contains 236338 members 
Mstep: Class 23 contains 220982 members 
Mstep: Class 24 contains 26165 members 
Mstep: Class 25 contains 18898 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 4421 members 
Entering Unmasked Estep 
Score: -146446720.000000 Penalty: 96083.218750
Splitting cluster 12 changes total score from -146445552.000000 to -146446720.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (8599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Entering Unmasked Estep 
Score: -702344.500000 Penalty: 2246.731689
	Iteration 0F: 2 clusters Score -702344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -695675.562500 Penalty: 4493.463379
	Iteration 0F: 3 clusters Score -695675.6 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -698043.437500 Penalty: 4493.463379
	Iteration 1F: 3 clusters Score -698043.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -699157.625000 Penalty: 4493.463379
	Iteration 2F: 3 clusters Score -699157.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -700323.625000 Penalty: 4493.463379
	Iteration 3F: 3 clusters Score -700323.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -701134.875000 Penalty: 4493.463379
	Iteration 4F: 3 clusters Score -701134.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -701729.875000 Penalty: 4493.463379
	Iteration 5F: 3 clusters Score -701729.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -702139.562500 Penalty: 4493.463379
	Iteration 6F: 3 clusters Score -702139.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -702397.187500 Penalty: 4493.463379
	Iteration 7Q: 3 clusters Score -702397.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -702568.375000 Penalty: 4493.463379
	Iteration 8Q: 3 clusters Score -702568.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -702679.812500 Penalty: 4493.463379
	Iteration 9Q: 3 clusters Score -702679.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -702764.812500 Penalty: 4493.463379
	Iteration 10Q: 3 clusters Score -702764.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -702840.625000 Penalty: 4493.463379
	Iteration 11Q: 3 clusters Score -702840.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -702912.562500 Penalty: 4493.463379
	Iteration 12Q: 3 clusters Score -702912.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -702969.812500 Penalty: 4493.463379
	Iteration 13Q: 3 clusters Score -702969.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -703007.750000 Penalty: 4493.463379
	Iteration 14Q: 3 clusters Score -703007.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -703032.812500 Penalty: 4493.463379
	Iteration 15Q: 3 clusters Score -703032.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -703057.500000 Penalty: 4493.463379
	Iteration 16Q: 3 clusters Score -703057.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -703073.500000 Penalty: 4493.463379
	Iteration 17Q: 3 clusters Score -703073.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -703083.437500 Penalty: 4493.463379
	Iteration 18Q: 3 clusters Score -703083.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -703093.375000 Penalty: 4493.463379
	Iteration 19Q: 3 clusters Score -703093.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -703106.687500 Penalty: 4493.463379
	Iteration 20F: 3 clusters Score -703106.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -703117.812500 Penalty: 4493.463379
	Iteration 21Q: 3 clusters Score -703117.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -703121.125000 Penalty: 4493.463379
	Iteration 22Q: 3 clusters Score -703121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -703124.437500 Penalty: 4493.463379
	Iteration 23Q: 3 clusters Score -703124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -703122.437500 Penalty: 4493.463379
	Iteration 24Q: 3 clusters Score -703122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -703121.312500 Penalty: 4493.463379
	Iteration 25Q: 3 clusters Score -703121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -703123.812500 Penalty: 4493.463379
	Iteration 26Q: 3 clusters Score -703123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -703123.812500 Penalty: 4493.463379
	Iteration 27F: 3 clusters Score -703123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 40578 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144263 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 441300 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 19 contains 13928 members 
Mstep: Class 20 contains 61293 members 
Mstep: Class 21 contains 24316 members 
Mstep: Class 22 contains 236338 members 
Mstep: Class 23 contains 220982 members 
Mstep: Class 24 contains 26165 members 
Mstep: Class 25 contains 18898 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 2171 members 
Entering Unmasked Estep 
Score: -146446400.000000 Penalty: 99641.851562
Splitting cluster 13 changes total score from -146445552.000000 to -146446400.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -719805.312500 Penalty: 2215.286865
	Iteration 0F: 2 clusters Score -719805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -713704.312500 Penalty: 4430.573730
	Iteration 0F: 3 clusters Score -713704.3 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -715303.062500 Penalty: 4430.573730
	Iteration 1F: 3 clusters Score -715303.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -715575.562500 Penalty: 4430.573730
	Iteration 2F: 3 clusters Score -715575.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -715757.375000 Penalty: 4430.573730
	Iteration 3Q: 3 clusters Score -715757.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -715884.812500 Penalty: 4430.573730
	Iteration 4Q: 3 clusters Score -715884.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -715986.437500 Penalty: 4430.573730
	Iteration 5Q: 3 clusters Score -715986.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -716077.312500 Penalty: 4430.573730
	Iteration 6Q: 3 clusters Score -716077.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -716157.750000 Penalty: 4430.573730
	Iteration 7Q: 3 clusters Score -716157.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -716235.562500 Penalty: 4430.573730
	Iteration 8Q: 3 clusters Score -716235.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -716335.437500 Penalty: 4430.573730
	Iteration 9Q: 3 clusters Score -716335.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -716440.187500 Penalty: 4430.573730
	Iteration 10Q: 3 clusters Score -716440.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -716559.750000 Penalty: 4430.573730
	Iteration 11Q: 3 clusters Score -716559.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -716694.187500 Penalty: 4430.573730
	Iteration 12Q: 3 clusters Score -716694.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -716840.625000 Penalty: 4430.573730
	Iteration 13Q: 3 clusters Score -716840.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -716990.687500 Penalty: 4430.573730
	Iteration 14Q: 3 clusters Score -716990.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -717143.062500 Penalty: 4430.573730
	Iteration 15Q: 3 clusters Score -717143.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -717284.500000 Penalty: 4430.573730
	Iteration 16Q: 3 clusters Score -717284.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -717395.687500 Penalty: 4430.573730
	Iteration 17Q: 3 clusters Score -717395.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -717494.812500 Penalty: 4430.573730
	Iteration 18Q: 3 clusters Score -717494.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -717575.375000 Penalty: 4430.573730
	Iteration 19Q: 3 clusters Score -717575.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -717634.562500 Penalty: 4430.573730
	Iteration 20F: 3 clusters Score -717634.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -717678.250000 Penalty: 4430.573730
	Iteration 21Q: 3 clusters Score -717678.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -717710.625000 Penalty: 4430.573730
	Iteration 22Q: 3 clusters Score -717710.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -717734.500000 Penalty: 4430.573730
	Iteration 23Q: 3 clusters Score -717734.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -717756.687500 Penalty: 4430.573730
	Iteration 24Q: 3 clusters Score -717756.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -717774.000000 Penalty: 4430.573730
	Iteration 25Q: 3 clusters Score -717774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -717787.625000 Penalty: 4430.573730
	Iteration 26Q: 3 clusters Score -717787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -717794.937500 Penalty: 4430.573730
	Iteration 27Q: 3 clusters Score -717794.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -717806.312500 Penalty: 4430.573730
	Iteration 28Q: 3 clusters Score -717806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -717814.687500 Penalty: 4430.573730
	Iteration 29Q: 3 clusters Score -717814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -717819.062500 Penalty: 4430.573730
	Iteration 30Q: 3 clusters Score -717819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -717822.500000 Penalty: 4430.573730
	Iteration 31Q: 3 clusters Score -717822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -717830.062500 Penalty: 4430.573730
	Iteration 32Q: 3 clusters Score -717830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -717836.250000 Penalty: 4430.573730
	Iteration 33Q: 3 clusters Score -717836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -717843.437500 Penalty: 4430.573730
	Iteration 34Q: 3 clusters Score -717843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -717843.312500 Penalty: 4430.573730
	Iteration 35Q: 3 clusters Score -717843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -717842.500000 Penalty: 4430.573730
	Iteration 36Q: 3 clusters Score -717842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -717842.500000 Penalty: 4430.573730
	Iteration 37F: 3 clusters Score -717842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441300 members 
Entering Unmasked Estep 
Score: -38764436.000000 Penalty: 3223.375244
	Iteration 0F: 2 clusters Score -3.876444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220537 members 
Mstep: Class 2 contains 220763 members 
Entering Unmasked Estep 
Score: -38475124.000000 Penalty: 6446.750488
	Iteration 0F: 3 clusters Score -3.847512e+07 nChanged 215087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216078 members 
Mstep: Class 2 contains 225222 members 
Entering Unmasked Estep 
Score: -38603324.000000 Penalty: 6446.750488
	Iteration 1F: 3 clusters Score -3.860332e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213598 members 
Mstep: Class 2 contains 227702 members 
Entering Unmasked Estep 
Score: -38605192.000000 Penalty: 6446.750488
	Iteration 2Q: 3 clusters Score -3.860519e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209691 members 
Mstep: Class 2 contains 231609 members 
Entering Unmasked Estep 
Score: -38608284.000000 Penalty: 6446.750488
	Iteration 3Q: 3 clusters Score -3.860828e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 238173 members 
Entering Unmasked Estep 
Score: -38614020.000000 Penalty: 6446.750488
	Iteration 4Q: 3 clusters Score -3.861402e+07 nChanged 20090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192477 members 
Mstep: Class 2 contains 248823 members 
Entering Unmasked Estep 
Score: -38623128.000000 Penalty: 6446.750488
	Iteration 5Q: 3 clusters Score -3.862313e+07 nChanged 26890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 265855 members 
Entering Unmasked Estep 
Score: -38637440.000000 Penalty: 6446.750488
	Iteration 6F: 3 clusters Score -3.863744e+07 nChanged 33513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 290686 members 
Entering Unmasked Estep 
Score: -38657256.000000 Penalty: 6446.750488
	Iteration 7F: 3 clusters Score -3.865726e+07 nChanged 37065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119785 members 
Mstep: Class 2 contains 321515 members 
Entering Unmasked Estep 
Score: -38682164.000000 Penalty: 6446.750488
	Iteration 8F: 3 clusters Score -3.868216e+07 nChanged 32807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 350788 members 
Entering Unmasked Estep 
Score: -38705120.000000 Penalty: 6446.750488
	Iteration 9F: 3 clusters Score -3.870512e+07 nChanged 22873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 371639 members 
Entering Unmasked Estep 
Score: -38719412.000000 Penalty: 6446.750488
	Iteration 10F: 3 clusters Score -3.871941e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 383897 members 
Entering Unmasked Estep 
Score: -38726452.000000 Penalty: 6446.750488
	Iteration 11Q: 3 clusters Score -3.872645e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 392221 members 
Entering Unmasked Estep 
Score: -38730224.000000 Penalty: 6446.750488
	Iteration 12Q: 3 clusters Score -3.873022e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 399524 members 
Entering Unmasked Estep 
Score: -38733984.000000 Penalty: 6446.750488
	Iteration 13Q: 3 clusters Score -3.873398e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 406710 members 
Entering Unmasked Estep 
Score: -38737344.000000 Penalty: 6446.750488
	Iteration 14Q: 3 clusters Score -3.873734e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 413832 members 
Entering Unmasked Estep 
Score: -38741484.000000 Penalty: 6446.750488
	Iteration 15Q: 3 clusters Score -3.874148e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 420712 members 
Entering Unmasked Estep 
Score: -38746028.000000 Penalty: 6446.750488
	Iteration 16Q: 3 clusters Score -3.874603e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 427109 members 
Entering Unmasked Estep 
Score: -38750668.000000 Penalty: 6446.750488
	Iteration 17Q: 3 clusters Score -3.875067e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 432574 members 
Entering Unmasked Estep 
Score: -38755092.000000 Penalty: 6446.750488
	Iteration 18Q: 3 clusters Score -3.875509e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 436419 members 
Entering Unmasked Estep 
Score: -38757548.000000 Penalty: 6446.750488
	Iteration 19Q: 3 clusters Score -3.875755e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 438445 members 
Entering Unmasked Estep 
Score: -38759452.000000 Penalty: 6446.750488
	Iteration 20F: 3 clusters Score -3.875945e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 439967 members 
Entering Unmasked Estep 
Score: -38760576.000000 Penalty: 6446.750488
	Iteration 21Q: 3 clusters Score -3.876058e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 440538 members 
Entering Unmasked Estep 
Score: -38761080.000000 Penalty: 6446.750488
	Iteration 22Q: 3 clusters Score -3.876108e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 440743 members 
Entering Unmasked Estep 
Score: -38761308.000000 Penalty: 6446.750488
	Iteration 23Q: 3 clusters Score -3.876131e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 440817 members 
Entering Unmasked Estep 
Score: -38761384.000000 Penalty: 6446.750488
	Iteration 24Q: 3 clusters Score -3.876138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 440854 members 
Entering Unmasked Estep 
Score: -38761460.000000 Penalty: 6446.750488
	Iteration 25Q: 3 clusters Score -3.876146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 440864 members 
Entering Unmasked Estep 
Score: -38761484.000000 Penalty: 6446.750488
	Iteration 26Q: 3 clusters Score -3.876148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440869 members 
Entering Unmasked Estep 
Score: -38761484.000000 Penalty: 6446.750488
	Iteration 27Q: 3 clusters Score -3.876148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 440882 members 
Entering Unmasked Estep 
Score: -38761508.000000 Penalty: 6446.750488
	Iteration 28Q: 3 clusters Score -3.876151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 440886 members 
Entering Unmasked Estep 
Score: -38761524.000000 Penalty: 6446.750488
	Iteration 29Q: 3 clusters Score -3.876152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 440891 members 
Entering Unmasked Estep 
Score: -38761516.000000 Penalty: 6446.750488
	Iteration 30Q: 3 clusters Score -3.876152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 440888 members 
Entering Unmasked Estep 
Score: -38761508.000000 Penalty: 6446.750488
	Iteration 31Q: 3 clusters Score -3.876151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440892 members 
Entering Unmasked Estep 
Score: -38761512.000000 Penalty: 6446.750488
	Iteration 32Q: 3 clusters Score -3.876151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 440890 members 
Entering Unmasked Estep 
Score: -38761516.000000 Penalty: 6446.750488
	Iteration 33Q: 3 clusters Score -3.876152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 440893 members 
Entering Unmasked Estep 
Score: -38761548.000000 Penalty: 6446.750488
	Iteration 34Q: 3 clusters Score -3.876155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440894 members 
Entering Unmasked Estep 
Score: -38761556.000000 Penalty: 6446.750488
	Iteration 35Q: 3 clusters Score -3.876156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 440899 members 
Entering Unmasked Estep 
Score: -38761552.000000 Penalty: 6446.750488
	Iteration 36Q: 3 clusters Score -3.876155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 440902 members 
Entering Unmasked Estep 
Score: -38761580.000000 Penalty: 6446.750488
	Iteration 37Q: 3 clusters Score -3.876158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 440906 members 
Entering Unmasked Estep 
Score: -38761576.000000 Penalty: 6446.750488
	Iteration 38Q: 3 clusters Score -3.876158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 440908 members 
Entering Unmasked Estep 
Score: -38761572.000000 Penalty: 6446.750488
	Iteration 39Q: 3 clusters Score -3.876157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 440907 members 
Entering Unmasked Estep 
Score: -38761600.000000 Penalty: 6446.750488
	Iteration 40F: 3 clusters Score -3.87616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 440906 members 
Entering Unmasked Estep 
Score: -38761580.000000 Penalty: 6446.750488
	Iteration 41Q: 3 clusters Score -3.876158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 440905 members 
Entering Unmasked Estep 
Score: -38761588.000000 Penalty: 6446.750488
	Iteration 42Q: 3 clusters Score -3.876159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 440905 members 
Entering Unmasked Estep 
Score: -38761588.000000 Penalty: 6446.750488
	Iteration 43F: 3 clusters Score -3.876159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -452922.937500 Penalty: 2126.340088
	Iteration 0F: 2 clusters Score -452922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -448207.375000 Penalty: 4252.680176
	Iteration 0F: 3 clusters Score -448207.4 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -449346.125000 Penalty: 4252.680176
	Iteration 1F: 3 clusters Score -449346.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -449608.687500 Penalty: 4252.680176
	Iteration 2F: 3 clusters Score -449608.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -449805.062500 Penalty: 4252.680176
	Iteration 3F: 3 clusters Score -449805.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -450008.000000 Penalty: 4252.680176
	Iteration 4Q: 3 clusters Score -450008 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -450191.281250 Penalty: 4252.680176
	Iteration 5Q: 3 clusters Score -450191.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -450313.093750 Penalty: 4252.680176
	Iteration 6Q: 3 clusters Score -450313.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -450410.593750 Penalty: 4252.680176
	Iteration 7Q: 3 clusters Score -450410.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -450499.750000 Penalty: 4252.680176
	Iteration 8Q: 3 clusters Score -450499.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -450565.937500 Penalty: 4252.680176
	Iteration 9Q: 3 clusters Score -450565.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -450631.500000 Penalty: 4252.680176
	Iteration 10Q: 3 clusters Score -450631.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450674.406250 Penalty: 4252.680176
	Iteration 11Q: 3 clusters Score -450674.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -450710.843750 Penalty: 4252.680176
	Iteration 12Q: 3 clusters Score -450710.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -450748.656250 Penalty: 4252.680176
	Iteration 13Q: 3 clusters Score -450748.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -450783.156250 Penalty: 4252.680176
	Iteration 14Q: 3 clusters Score -450783.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -450822.312500 Penalty: 4252.680176
	Iteration 15Q: 3 clusters Score -450822.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -450863.843750 Penalty: 4252.680176
	Iteration 16Q: 3 clusters Score -450863.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -450910.406250 Penalty: 4252.680176
	Iteration 17Q: 3 clusters Score -450910.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -450949.156250 Penalty: 4252.680176
	Iteration 18Q: 3 clusters Score -450949.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -450982.500000 Penalty: 4252.680176
	Iteration 19Q: 3 clusters Score -450982.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -451009.562500 Penalty: 4252.680176
	Iteration 20F: 3 clusters Score -451009.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -451039.250000 Penalty: 4252.680176
	Iteration 21Q: 3 clusters Score -451039.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -451069.937500 Penalty: 4252.680176
	Iteration 22Q: 3 clusters Score -451069.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -451097.093750 Penalty: 4252.680176
	Iteration 23Q: 3 clusters Score -451097.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -451121.500000 Penalty: 4252.680176
	Iteration 24Q: 3 clusters Score -451121.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -451143.843750 Penalty: 4252.680176
	Iteration 25Q: 3 clusters Score -451143.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -451170.125000 Penalty: 4252.680176
	Iteration 26Q: 3 clusters Score -451170.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -451191.687500 Penalty: 4252.680176
	Iteration 27Q: 3 clusters Score -451191.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -451216.125000 Penalty: 4252.680176
	Iteration 28Q: 3 clusters Score -451216.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -451245.031250 Penalty: 4252.680176
	Iteration 29Q: 3 clusters Score -451245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -451279.906250 Penalty: 4252.680176
	Iteration 30Q: 3 clusters Score -451279.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -451319.406250 Penalty: 4252.680176
	Iteration 31Q: 3 clusters Score -451319.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -451353.468750 Penalty: 4252.680176
	Iteration 32Q: 3 clusters Score -451353.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -451390.625000 Penalty: 4252.680176
	Iteration 33Q: 3 clusters Score -451390.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -451425.218750 Penalty: 4252.680176
	Iteration 34Q: 3 clusters Score -451425.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -451444.843750 Penalty: 4252.680176
	Iteration 35Q: 3 clusters Score -451444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -451457.156250 Penalty: 4252.680176
	Iteration 36Q: 3 clusters Score -451457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -451465.937500 Penalty: 4252.680176
	Iteration 37Q: 3 clusters Score -451465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -451467.437500 Penalty: 4252.680176
	Iteration 38Q: 3 clusters Score -451467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -451468.031250 Penalty: 4252.680176
	Iteration 39Q: 3 clusters Score -451468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -451469.093750 Penalty: 4252.680176
	Iteration 40F: 3 clusters Score -451469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -451470.937500 Penalty: 4252.680176
	Iteration 41Q: 3 clusters Score -451470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -451471.531250 Penalty: 4252.680176
	Iteration 42Q: 3 clusters Score -451471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -451472.937500 Penalty: 4252.680176
	Iteration 43Q: 3 clusters Score -451472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -451473.375000 Penalty: 4252.680176
	Iteration 44Q: 3 clusters Score -451473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -451473.375000 Penalty: 4252.680176
	Iteration 45F: 3 clusters Score -451473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Entering Unmasked Estep 
Score: -13311233.000000 Penalty: 2952.428467
	Iteration 0F: 2 clusters Score -1.331123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -13212106.000000 Penalty: 5904.856934
	Iteration 0F: 3 clusters Score -1.321211e+07 nChanged 70927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -13252518.000000 Penalty: 5904.856934
	Iteration 1F: 3 clusters Score -1.325252e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -13253692.000000 Penalty: 5904.856934
	Iteration 2Q: 3 clusters Score -1.325369e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -13255206.000000 Penalty: 5904.856934
	Iteration 3Q: 3 clusters Score -1.325521e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -13257479.000000 Penalty: 5904.856934
	Iteration 4Q: 3 clusters Score -1.325748e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -13261463.000000 Penalty: 5904.856934
	Iteration 5F: 3 clusters Score -1.326146e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -13267777.000000 Penalty: 5904.856934
	Iteration 6F: 3 clusters Score -1.326778e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -13277270.000000 Penalty: 5904.856934
	Iteration 7F: 3 clusters Score -1.327727e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -13288577.000000 Penalty: 5904.856934
	Iteration 8F: 3 clusters Score -1.328858e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 135459 members 
Entering Unmasked Estep 
Score: -13298250.000000 Penalty: 5904.856934
	Iteration 9F: 3 clusters Score -1.329825e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 141785 members 
Entering Unmasked Estep 
Score: -13303896.000000 Penalty: 5904.856934
	Iteration 10Q: 3 clusters Score -1.33039e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 144854 members 
Entering Unmasked Estep 
Score: -13306587.000000 Penalty: 5904.856934
	Iteration 11Q: 3 clusters Score -1.330659e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -13307741.000000 Penalty: 5904.856934
	Iteration 12Q: 3 clusters Score -1.330774e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -13308110.000000 Penalty: 5904.856934
	Iteration 13Q: 3 clusters Score -1.330811e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -13308305.000000 Penalty: 5904.856934
	Iteration 14Q: 3 clusters Score -1.33083e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -13308410.000000 Penalty: 5904.856934
	Iteration 15Q: 3 clusters Score -1.330841e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -13308519.000000 Penalty: 5904.856934
	Iteration 16Q: 3 clusters Score -1.330852e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -13308559.000000 Penalty: 5904.856934
	Iteration 17Q: 3 clusters Score -1.330856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 147251 members 
Entering Unmasked Estep 
Score: -13308578.000000 Penalty: 5904.856934
	Iteration 18Q: 3 clusters Score -1.330858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -13308624.000000 Penalty: 5904.856934
	Iteration 19Q: 3 clusters Score -1.330862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 147295 members 
Entering Unmasked Estep 
Score: -13308656.000000 Penalty: 5904.856934
	Iteration 20F: 3 clusters Score -1.330866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 147307 members 
Entering Unmasked Estep 
Score: -13308655.000000 Penalty: 5904.856934
	Iteration 21Q: 3 clusters Score -1.330866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -13308657.000000 Penalty: 5904.856934
	Iteration 22Q: 3 clusters Score -1.330866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -13308666.000000 Penalty: 5904.856934
	Iteration 23Q: 3 clusters Score -1.330867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 147326 members 
Entering Unmasked Estep 
Score: -13308659.000000 Penalty: 5904.856934
	Iteration 24Q: 3 clusters Score -1.330866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -13308678.000000 Penalty: 5904.856934
	Iteration 25Q: 3 clusters Score -1.330868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -13308676.000000 Penalty: 5904.856934
	Iteration 26Q: 3 clusters Score -1.330868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 147356 members 
Entering Unmasked Estep 
Score: -13308693.000000 Penalty: 5904.856934
	Iteration 27Q: 3 clusters Score -1.330869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -13308706.000000 Penalty: 5904.856934
	Iteration 28Q: 3 clusters Score -1.330871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -13308721.000000 Penalty: 5904.856934
	Iteration 29Q: 3 clusters Score -1.330872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -13308723.000000 Penalty: 5904.856934
	Iteration 30Q: 3 clusters Score -1.330872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 147377 members 
Entering Unmasked Estep 
Score: -13308727.000000 Penalty: 5904.856934
	Iteration 31Q: 3 clusters Score -1.330873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -13308732.000000 Penalty: 5904.856934
	Iteration 32Q: 3 clusters Score -1.330873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -13308744.000000 Penalty: 5904.856934
	Iteration 33Q: 3 clusters Score -1.330874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -13308747.000000 Penalty: 5904.856934
	Iteration 34Q: 3 clusters Score -1.330875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -13308759.000000 Penalty: 5904.856934
	Iteration 35Q: 3 clusters Score -1.330876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -13308752.000000 Penalty: 5904.856934
	Iteration 36Q: 3 clusters Score -1.330875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 147403 members 
Entering Unmasked Estep 
Score: -13308755.000000 Penalty: 5904.856934
	Iteration 37Q: 3 clusters Score -1.330876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 147406 members 
Entering Unmasked Estep 
Score: -13308751.000000 Penalty: 5904.856934
	Iteration 38Q: 3 clusters Score -1.330875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 147408 members 
Entering Unmasked Estep 
Score: -13308759.000000 Penalty: 5904.856934
	Iteration 39Q: 3 clusters Score -1.330876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -13308771.000000 Penalty: 5904.856934
	Iteration 40F: 3 clusters Score -1.330877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -13308761.000000 Penalty: 5904.856934
	Iteration 41Q: 3 clusters Score -1.330876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -13308783.000000 Penalty: 5904.856934
	Iteration 42Q: 3 clusters Score -1.330878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -13308802.000000 Penalty: 5904.856934
	Iteration 43Q: 3 clusters Score -1.33088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -13308797.000000 Penalty: 5904.856934
	Iteration 44Q: 3 clusters Score -1.33088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -13308806.000000 Penalty: 5904.856934
	Iteration 45Q: 3 clusters Score -1.330881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -13308794.000000 Penalty: 5904.856934
	Iteration 46Q: 3 clusters Score -1.330879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -13308801.000000 Penalty: 5904.856934
	Iteration 47Q: 3 clusters Score -1.33088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -13308795.000000 Penalty: 5904.856934
	Iteration 48Q: 3 clusters Score -1.33088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -13308796.000000 Penalty: 5904.856934
	Iteration 49Q: 3 clusters Score -1.33088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -13308796.000000 Penalty: 5904.856934
	Iteration 50F: 3 clusters Score -1.33088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Entering Unmasked Estep 
Score: -6008767.000000 Penalty: 2755.201416
	Iteration 0F: 2 clusters Score -6008767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5963659.500000 Penalty: 5510.402832
	Iteration 0F: 3 clusters Score -5963660 nChanged 31370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -5981428.500000 Penalty: 5510.402832
	Iteration 1F: 3 clusters Score -5981428 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5981952.000000 Penalty: 5510.402832
	Iteration 2Q: 3 clusters Score -5981952 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5982501.500000 Penalty: 5510.402832
	Iteration 3Q: 3 clusters Score -5982502 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -5983280.500000 Penalty: 5510.402832
	Iteration 4Q: 3 clusters Score -5983280 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5984344.000000 Penalty: 5510.402832
	Iteration 5Q: 3 clusters Score -5984344 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -5985982.500000 Penalty: 5510.402832
	Iteration 6Q: 3 clusters Score -5985982 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5988580.500000 Penalty: 5510.402832
	Iteration 7F: 3 clusters Score -5988580 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5992238.500000 Penalty: 5510.402832
	Iteration 8F: 3 clusters Score -5992238 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5996696.500000 Penalty: 5510.402832
	Iteration 9F: 3 clusters Score -5996696 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -6000697.500000 Penalty: 5510.402832
	Iteration 10F: 3 clusters Score -6000698 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6003108.500000 Penalty: 5510.402832
	Iteration 11Q: 3 clusters Score -6003108 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -6004350.500000 Penalty: 5510.402832
	Iteration 12Q: 3 clusters Score -6004350 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -6005060.500000 Penalty: 5510.402832
	Iteration 13Q: 3 clusters Score -6005060 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -6005487.500000 Penalty: 5510.402832
	Iteration 14Q: 3 clusters Score -6005488 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -6005834.000000 Penalty: 5510.402832
	Iteration 15Q: 3 clusters Score -6005834 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6006076.000000 Penalty: 5510.402832
	Iteration 16Q: 3 clusters Score -6006076 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6006323.000000 Penalty: 5510.402832
	Iteration 17Q: 3 clusters Score -6006323 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6006494.000000 Penalty: 5510.402832
	Iteration 18Q: 3 clusters Score -6006494 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6006677.000000 Penalty: 5510.402832
	Iteration 19Q: 3 clusters Score -6006677 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6006787.500000 Penalty: 5510.402832
	Iteration 20F: 3 clusters Score -6006788 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6006863.500000 Penalty: 5510.402832
	Iteration 21Q: 3 clusters Score -6006864 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6006920.000000 Penalty: 5510.402832
	Iteration 22Q: 3 clusters Score -6006920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6007000.500000 Penalty: 5510.402832
	Iteration 23Q: 3 clusters Score -6007000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6007063.000000 Penalty: 5510.402832
	Iteration 24Q: 3 clusters Score -6007063 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6007100.000000 Penalty: 5510.402832
	Iteration 25Q: 3 clusters Score -6007100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6007136.000000 Penalty: 5510.402832
	Iteration 26Q: 3 clusters Score -6007136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6007167.500000 Penalty: 5510.402832
	Iteration 27Q: 3 clusters Score -6007168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6007194.000000 Penalty: 5510.402832
	Iteration 28Q: 3 clusters Score -6007194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6007228.500000 Penalty: 5510.402832
	Iteration 29Q: 3 clusters Score -6007228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6007227.500000 Penalty: 5510.402832
	Iteration 30Q: 3 clusters Score -6007228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6007231.000000 Penalty: 5510.402832
	Iteration 31Q: 3 clusters Score -6007231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6007234.000000 Penalty: 5510.402832
	Iteration 32Q: 3 clusters Score -6007234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6007237.000000 Penalty: 5510.402832
	Iteration 33Q: 3 clusters Score -6007237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6007243.500000 Penalty: 5510.402832
	Iteration 34Q: 3 clusters Score -6007244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6007241.000000 Penalty: 5510.402832
	Iteration 35Q: 3 clusters Score -6007241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6007248.000000 Penalty: 5510.402832
	Iteration 36Q: 3 clusters Score -6007248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6007245.500000 Penalty: 5510.402832
	Iteration 37Q: 3 clusters Score -6007246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6007242.000000 Penalty: 5510.402832
	Iteration 38Q: 3 clusters Score -6007242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6007246.500000 Penalty: 5510.402832
	Iteration 39Q: 3 clusters Score -6007246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6007241.500000 Penalty: 5510.402832
	Iteration 40F: 3 clusters Score -6007242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6007243.000000 Penalty: 5510.402832
	Iteration 41Q: 3 clusters Score -6007243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6007238.500000 Penalty: 5510.402832
	Iteration 42Q: 3 clusters Score -6007238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6007242.500000 Penalty: 5510.402832
	Iteration 43Q: 3 clusters Score -6007242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6007239.000000 Penalty: 5510.402832
	Iteration 44Q: 3 clusters Score -6007239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6007239.000000 Penalty: 5510.402832
	Iteration 45F: 3 clusters Score -6007239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Entering Unmasked Estep 
Score: -1045702.500000 Penalty: 2366.330811
	Iteration 0F: 2 clusters Score -1045702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1035654.625000 Penalty: 4732.661621
	Iteration 0F: 3 clusters Score -1035655 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1039449.312500 Penalty: 4732.661621
	Iteration 1F: 3 clusters Score -1039449 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1040826.187500 Penalty: 4732.661621
	Iteration 2F: 3 clusters Score -1040826 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1042795.500000 Penalty: 4732.661621
	Iteration 3F: 3 clusters Score -1042796 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1044855.437500 Penalty: 4732.661621
	Iteration 4F: 3 clusters Score -1044855 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1046216.437500 Penalty: 4732.661621
	Iteration 5F: 3 clusters Score -1046216 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1046780.375000 Penalty: 4732.661621
	Iteration 6F: 3 clusters Score -1046780 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1047021.875000 Penalty: 4732.661621
	Iteration 7Q: 3 clusters Score -1047022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1047160.687500 Penalty: 4732.661621
	Iteration 8Q: 3 clusters Score -1047161 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1047244.875000 Penalty: 4732.661621
	Iteration 9Q: 3 clusters Score -1047245 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1047296.625000 Penalty: 4732.661621
	Iteration 10Q: 3 clusters Score -1047297 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1047329.000000 Penalty: 4732.661621
	Iteration 11Q: 3 clusters Score -1047329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1047350.375000 Penalty: 4732.661621
	Iteration 12Q: 3 clusters Score -1047350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1047366.125000 Penalty: 4732.661621
	Iteration 13Q: 3 clusters Score -1047366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1047386.250000 Penalty: 4732.661621
	Iteration 14Q: 3 clusters Score -1047386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1047401.625000 Penalty: 4732.661621
	Iteration 15Q: 3 clusters Score -1047402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1047405.812500 Penalty: 4732.661621
	Iteration 16Q: 3 clusters Score -1047406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1047409.125000 Penalty: 4732.661621
	Iteration 17Q: 3 clusters Score -1047409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1047414.875000 Penalty: 4732.661621
	Iteration 18Q: 3 clusters Score -1047415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1047418.375000 Penalty: 4732.661621
	Iteration 19Q: 3 clusters Score -1047418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1047419.437500 Penalty: 4732.661621
	Iteration 20F: 3 clusters Score -1047419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1047421.562500 Penalty: 4732.661621
	Iteration 21Q: 3 clusters Score -1047422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1047423.375000 Penalty: 4732.661621
	Iteration 22Q: 3 clusters Score -1047423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1047426.000000 Penalty: 4732.661621
	Iteration 23Q: 3 clusters Score -1047426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1047425.062500 Penalty: 4732.661621
	Iteration 24Q: 3 clusters Score -1047425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1047425.312500 Penalty: 4732.661621
	Iteration 25Q: 3 clusters Score -1047425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1047425.625000 Penalty: 4732.661621
	Iteration 26Q: 3 clusters Score -1047426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1047424.375000 Penalty: 4732.661621
	Iteration 27Q: 3 clusters Score -1047424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1047424.375000 Penalty: 4732.661621
	Iteration 28F: 3 clusters Score -1047424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 40578 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144263 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 441300 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 61293 members 
Mstep: Class 21 contains 24316 members 
Mstep: Class 22 contains 236338 members 
Mstep: Class 23 contains 220982 members 
Mstep: Class 24 contains 26165 members 
Mstep: Class 25 contains 18898 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 2171 members 
Mstep: Class 29 contains 10967 members 
Entering Unmasked Estep 
Score: -146447456.000000 Penalty: 103200.492188
Splitting cluster 19 changes total score from -146445552.000000 to -146447456.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (61293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Entering Unmasked Estep 
Score: -5529086.500000 Penalty: 2733.808594
	Iteration 0F: 2 clusters Score -5529086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -5487825.000000 Penalty: 5467.617188
	Iteration 0F: 3 clusters Score -5487825 nChanged 28731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -5503820.000000 Penalty: 5467.617188
	Iteration 1F: 3 clusters Score -5503820 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5504456.500000 Penalty: 5467.617188
	Iteration 2Q: 3 clusters Score -5504456 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -5505055.500000 Penalty: 5467.617188
	Iteration 3Q: 3 clusters Score -5505056 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5505749.000000 Penalty: 5467.617188
	Iteration 4Q: 3 clusters Score -5505749 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5506694.500000 Penalty: 5467.617188
	Iteration 5Q: 3 clusters Score -5506694 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -5507977.000000 Penalty: 5467.617188
	Iteration 6Q: 3 clusters Score -5507977 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5509821.500000 Penalty: 5467.617188
	Iteration 7F: 3 clusters Score -5509822 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5512734.500000 Penalty: 5467.617188
	Iteration 8F: 3 clusters Score -5512734 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5516560.500000 Penalty: 5467.617188
	Iteration 9F: 3 clusters Score -5516560 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5520711.000000 Penalty: 5467.617188
	Iteration 10F: 3 clusters Score -5520711 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5523842.000000 Penalty: 5467.617188
	Iteration 11F: 3 clusters Score -5523842 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5525531.000000 Penalty: 5467.617188
	Iteration 12Q: 3 clusters Score -5525531 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5526264.500000 Penalty: 5467.617188
	Iteration 13Q: 3 clusters Score -5526264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5526565.500000 Penalty: 5467.617188
	Iteration 14Q: 3 clusters Score -5526566 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5526733.500000 Penalty: 5467.617188
	Iteration 15Q: 3 clusters Score -5526734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5526827.000000 Penalty: 5467.617188
	Iteration 16Q: 3 clusters Score -5526827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5526864.000000 Penalty: 5467.617188
	Iteration 17Q: 3 clusters Score -5526864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5526912.000000 Penalty: 5467.617188
	Iteration 18Q: 3 clusters Score -5526912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5526949.500000 Penalty: 5467.617188
	Iteration 19Q: 3 clusters Score -5526950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5526962.000000 Penalty: 5467.617188
	Iteration 20F: 3 clusters Score -5526962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5526981.000000 Penalty: 5467.617188
	Iteration 21Q: 3 clusters Score -5526981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5526988.000000 Penalty: 5467.617188
	Iteration 22Q: 3 clusters Score -5526988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5527003.500000 Penalty: 5467.617188
	Iteration 23Q: 3 clusters Score -5527004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5527004.500000 Penalty: 5467.617188
	Iteration 24Q: 3 clusters Score -5527004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5527013.500000 Penalty: 5467.617188
	Iteration 25Q: 3 clusters Score -5527014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5527030.000000 Penalty: 5467.617188
	Iteration 26Q: 3 clusters Score -5527030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5527026.000000 Penalty: 5467.617188
	Iteration 27Q: 3 clusters Score -5527026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5527028.500000 Penalty: 5467.617188
	Iteration 28Q: 3 clusters Score -5527028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5527030.500000 Penalty: 5467.617188
	Iteration 29Q: 3 clusters Score -5527030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5527033.000000 Penalty: 5467.617188
	Iteration 30Q: 3 clusters Score -5527033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5527037.000000 Penalty: 5467.617188
	Iteration 31Q: 3 clusters Score -5527037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5527040.500000 Penalty: 5467.617188
	Iteration 32Q: 3 clusters Score -5527040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5527046.500000 Penalty: 5467.617188
	Iteration 33Q: 3 clusters Score -5527046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5527051.000000 Penalty: 5467.617188
	Iteration 34Q: 3 clusters Score -5527051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5527054.500000 Penalty: 5467.617188
	Iteration 35Q: 3 clusters Score -5527054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527051.000000 Penalty: 5467.617188
	Iteration 36Q: 3 clusters Score -5527051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527055.000000 Penalty: 5467.617188
	Iteration 37Q: 3 clusters Score -5527055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527053.000000 Penalty: 5467.617188
	Iteration 38Q: 3 clusters Score -5527053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5527061.500000 Penalty: 5467.617188
	Iteration 39Q: 3 clusters Score -5527062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5527063.500000 Penalty: 5467.617188
	Iteration 40F: 3 clusters Score -5527064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5527065.000000 Penalty: 5467.617188
	Iteration 41Q: 3 clusters Score -5527065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5527064.500000 Penalty: 5467.617188
	Iteration 42Q: 3 clusters Score -5527064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5527069.500000 Penalty: 5467.617188
	Iteration 43Q: 3 clusters Score -5527070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5527077.500000 Penalty: 5467.617188
	Iteration 44Q: 3 clusters Score -5527078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5527088.000000 Penalty: 5467.617188
	Iteration 45Q: 3 clusters Score -5527088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5527108.000000 Penalty: 5467.617188
	Iteration 46Q: 3 clusters Score -5527108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5527113.000000 Penalty: 5467.617188
	Iteration 47Q: 3 clusters Score -5527113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5527127.500000 Penalty: 5467.617188
	Iteration 48Q: 3 clusters Score -5527128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5527141.500000 Penalty: 5467.617188
	Iteration 49Q: 3 clusters Score -5527142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5527148.500000 Penalty: 5467.617188
	Iteration 50Q: 3 clusters Score -5527148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527173.500000 Penalty: 5467.617188
	Iteration 51Q: 3 clusters Score -5527174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5527180.000000 Penalty: 5467.617188
	Iteration 52Q: 3 clusters Score -5527180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5527210.500000 Penalty: 5467.617188
	Iteration 53Q: 3 clusters Score -5527210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5527239.500000 Penalty: 5467.617188
	Iteration 54Q: 3 clusters Score -5527240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5527260.000000 Penalty: 5467.617188
	Iteration 55Q: 3 clusters Score -5527260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5527280.500000 Penalty: 5467.617188
	Iteration 56Q: 3 clusters Score -5527280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5527280.500000 Penalty: 5467.617188
	Iteration 57Q: 3 clusters Score -5527280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5527295.500000 Penalty: 5467.617188
	Iteration 58Q: 3 clusters Score -5527296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5527301.000000 Penalty: 5467.617188
	Iteration 59Q: 3 clusters Score -5527301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5527306.000000 Penalty: 5467.617188
	Iteration 60F: 3 clusters Score -5527306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5527307.500000 Penalty: 5467.617188
	Iteration 61Q: 3 clusters Score -5527308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5527309.000000 Penalty: 5467.617188
	Iteration 62Q: 3 clusters Score -5527309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5527314.000000 Penalty: 5467.617188
	Iteration 63Q: 3 clusters Score -5527314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5527317.500000 Penalty: 5467.617188
	Iteration 64Q: 3 clusters Score -5527318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5527322.500000 Penalty: 5467.617188
	Iteration 65Q: 3 clusters Score -5527322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5527316.000000 Penalty: 5467.617188
	Iteration 66Q: 3 clusters Score -5527316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527320.500000 Penalty: 5467.617188
	Iteration 67Q: 3 clusters Score -5527320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527319.000000 Penalty: 5467.617188
	Iteration 68Q: 3 clusters Score -5527319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527321.000000 Penalty: 5467.617188
	Iteration 69Q: 3 clusters Score -5527321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5527321.000000 Penalty: 5467.617188
	Iteration 70F: 3 clusters Score -5527321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Entering Unmasked Estep 
Score: -2199161.000000 Penalty: 2504.524902
	Iteration 0F: 2 clusters Score -2199161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2182193.750000 Penalty: 5009.049805
	Iteration 0F: 3 clusters Score -2182194 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2188063.000000 Penalty: 5009.049805
	Iteration 1F: 3 clusters Score -2188063 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2188445.250000 Penalty: 5009.049805
	Iteration 2F: 3 clusters Score -2188445 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2188768.750000 Penalty: 5009.049805
	Iteration 3Q: 3 clusters Score -2188769 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2189106.250000 Penalty: 5009.049805
	Iteration 4Q: 3 clusters Score -2189106 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2189507.000000 Penalty: 5009.049805
	Iteration 5Q: 3 clusters Score -2189507 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2190012.750000 Penalty: 5009.049805
	Iteration 6Q: 3 clusters Score -2190013 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2190641.500000 Penalty: 5009.049805
	Iteration 7Q: 3 clusters Score -2190642 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2191349.250000 Penalty: 5009.049805
	Iteration 8Q: 3 clusters Score -2191349 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2192096.500000 Penalty: 5009.049805
	Iteration 9Q: 3 clusters Score -2192096 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2192892.750000 Penalty: 5009.049805
	Iteration 10Q: 3 clusters Score -2192893 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2193747.000000 Penalty: 5009.049805
	Iteration 11F: 3 clusters Score -2193747 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2194547.500000 Penalty: 5009.049805
	Iteration 12Q: 3 clusters Score -2194548 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2195270.000000 Penalty: 5009.049805
	Iteration 13Q: 3 clusters Score -2195270 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2195889.000000 Penalty: 5009.049805
	Iteration 14Q: 3 clusters Score -2195889 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2196350.000000 Penalty: 5009.049805
	Iteration 15Q: 3 clusters Score -2196350 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2196628.500000 Penalty: 5009.049805
	Iteration 16Q: 3 clusters Score -2196628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2196825.000000 Penalty: 5009.049805
	Iteration 17Q: 3 clusters Score -2196825 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2196946.250000 Penalty: 5009.049805
	Iteration 18Q: 3 clusters Score -2196946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2197033.000000 Penalty: 5009.049805
	Iteration 19Q: 3 clusters Score -2197033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2197108.000000 Penalty: 5009.049805
	Iteration 20F: 3 clusters Score -2197108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2197163.250000 Penalty: 5009.049805
	Iteration 21Q: 3 clusters Score -2197163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2197207.250000 Penalty: 5009.049805
	Iteration 22Q: 3 clusters Score -2197207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2197230.500000 Penalty: 5009.049805
	Iteration 23Q: 3 clusters Score -2197230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2197251.250000 Penalty: 5009.049805
	Iteration 24Q: 3 clusters Score -2197251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2197270.000000 Penalty: 5009.049805
	Iteration 25Q: 3 clusters Score -2197270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2197279.250000 Penalty: 5009.049805
	Iteration 26Q: 3 clusters Score -2197279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2197284.500000 Penalty: 5009.049805
	Iteration 27Q: 3 clusters Score -2197284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2197293.000000 Penalty: 5009.049805
	Iteration 28Q: 3 clusters Score -2197293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2197298.000000 Penalty: 5009.049805
	Iteration 29Q: 3 clusters Score -2197298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2197304.000000 Penalty: 5009.049805
	Iteration 30Q: 3 clusters Score -2197304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2197308.500000 Penalty: 5009.049805
	Iteration 31Q: 3 clusters Score -2197308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2197311.000000 Penalty: 5009.049805
	Iteration 32Q: 3 clusters Score -2197311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2197314.750000 Penalty: 5009.049805
	Iteration 33Q: 3 clusters Score -2197315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2197315.250000 Penalty: 5009.049805
	Iteration 34Q: 3 clusters Score -2197315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2197316.250000 Penalty: 5009.049805
	Iteration 35Q: 3 clusters Score -2197316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2197321.000000 Penalty: 5009.049805
	Iteration 36Q: 3 clusters Score -2197321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2197321.000000 Penalty: 5009.049805
	Iteration 37F: 3 clusters Score -2197321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (236338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236338 members 
Entering Unmasked Estep 
Score: -20758270.000000 Penalty: 3068.508545
	Iteration 0F: 2 clusters Score -2.075827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -20599180.000000 Penalty: 6137.017090
	Iteration 0F: 3 clusters Score -2.059918e+07 nChanged 114168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -20666348.000000 Penalty: 6137.017090
	Iteration 1F: 3 clusters Score -2.066635e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -20668624.000000 Penalty: 6137.017090
	Iteration 2Q: 3 clusters Score -2.066862e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 142487 members 
Entering Unmasked Estep 
Score: -20673042.000000 Penalty: 6137.017090
	Iteration 3Q: 3 clusters Score -2.067304e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -20681110.000000 Penalty: 6137.017090
	Iteration 4F: 3 clusters Score -2.068111e+07 nChanged 18919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -20695922.000000 Penalty: 6137.017090
	Iteration 5F: 3 clusters Score -2.069592e+07 nChanged 22487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 197309 members 
Entering Unmasked Estep 
Score: -20716578.000000 Penalty: 6137.017090
	Iteration 6F: 3 clusters Score -2.071658e+07 nChanged 20489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 217798 members 
Entering Unmasked Estep 
Score: -20737004.000000 Penalty: 6137.017090
	Iteration 7F: 3 clusters Score -2.0737e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 230250 members 
Entering Unmasked Estep 
Score: -20749660.000000 Penalty: 6137.017090
	Iteration 8F: 3 clusters Score -2.074966e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 234876 members 
Entering Unmasked Estep 
Score: -20754100.000000 Penalty: 6137.017090
	Iteration 9Q: 3 clusters Score -2.07541e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 235916 members 
Entering Unmasked Estep 
Score: -20755024.000000 Penalty: 6137.017090
	Iteration 10Q: 3 clusters Score -2.075502e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236110 members 
Entering Unmasked Estep 
Score: -20755302.000000 Penalty: 6137.017090
	Iteration 11Q: 3 clusters Score -2.07553e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236153 members 
Entering Unmasked Estep 
Score: -20755388.000000 Penalty: 6137.017090
	Iteration 12Q: 3 clusters Score -2.075539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 236166 members 
Entering Unmasked Estep 
Score: -20755454.000000 Penalty: 6137.017090
	Iteration 13Q: 3 clusters Score -2.075545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236167 members 
Entering Unmasked Estep 
Score: -20755474.000000 Penalty: 6137.017090
	Iteration 14Q: 3 clusters Score -2.075547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 236171 members 
Entering Unmasked Estep 
Score: -20755508.000000 Penalty: 6137.017090
	Iteration 15Q: 3 clusters Score -2.075551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 236173 members 
Entering Unmasked Estep 
Score: -20755504.000000 Penalty: 6137.017090
	Iteration 16Q: 3 clusters Score -2.07555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 236172 members 
Entering Unmasked Estep 
Score: -20755502.000000 Penalty: 6137.017090
	Iteration 17Q: 3 clusters Score -2.07555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 236173 members 
Entering Unmasked Estep 
Score: -20755514.000000 Penalty: 6137.017090
	Iteration 18Q: 3 clusters Score -2.075551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 236172 members 
Entering Unmasked Estep 
Score: -20755510.000000 Penalty: 6137.017090
	Iteration 19Q: 3 clusters Score -2.075551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 236172 members 
Entering Unmasked Estep 
Score: -20755510.000000 Penalty: 6137.017090
	Iteration 20F: 3 clusters Score -2.075551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (220982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220982 members 
Entering Unmasked Estep 
Score: -19638756.000000 Penalty: 3051.847412
	Iteration 0F: 2 clusters Score -1.963876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -19490410.000000 Penalty: 6103.694824
	Iteration 0F: 3 clusters Score -1.949041e+07 nChanged 106578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -19553072.000000 Penalty: 6103.694824
	Iteration 1F: 3 clusters Score -1.955307e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118343 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -19554388.000000 Penalty: 6103.694824
	Iteration 2Q: 3 clusters Score -1.955439e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -19556136.000000 Penalty: 6103.694824
	Iteration 3Q: 3 clusters Score -1.955614e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128756 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -19558900.000000 Penalty: 6103.694824
	Iteration 4Q: 3 clusters Score -1.95589e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -19563660.000000 Penalty: 6103.694824
	Iteration 5Q: 3 clusters Score -1.956366e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -19572216.000000 Penalty: 6103.694824
	Iteration 6F: 3 clusters Score -1.957222e+07 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168323 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -19586002.000000 Penalty: 6103.694824
	Iteration 7F: 3 clusters Score -1.9586e+07 nChanged 19403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -19604236.000000 Penalty: 6103.694824
	Iteration 8F: 3 clusters Score -1.960424e+07 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204404 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -19620556.000000 Penalty: 6103.694824
	Iteration 9F: 3 clusters Score -1.962056e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214709 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -19630596.000000 Penalty: 6103.694824
	Iteration 10Q: 3 clusters Score -1.96306e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218861 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -19634294.000000 Penalty: 6103.694824
	Iteration 11Q: 3 clusters Score -1.963429e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220143 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19635378.000000 Penalty: 6103.694824
	Iteration 12Q: 3 clusters Score -1.963538e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220491 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19635704.000000 Penalty: 6103.694824
	Iteration 13Q: 3 clusters Score -1.96357e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19635870.000000 Penalty: 6103.694824
	Iteration 14Q: 3 clusters Score -1.963587e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220659 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19635944.000000 Penalty: 6103.694824
	Iteration 15Q: 3 clusters Score -1.963594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220673 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19635998.000000 Penalty: 6103.694824
	Iteration 16Q: 3 clusters Score -1.9636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220681 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19636028.000000 Penalty: 6103.694824
	Iteration 17Q: 3 clusters Score -1.963603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220690 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19636054.000000 Penalty: 6103.694824
	Iteration 18Q: 3 clusters Score -1.963605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220699 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19636062.000000 Penalty: 6103.694824
	Iteration 19Q: 3 clusters Score -1.963606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220699 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19636054.000000 Penalty: 6103.694824
	Iteration 20F: 3 clusters Score -1.963605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220697 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19636072.000000 Penalty: 6103.694824
	Iteration 21Q: 3 clusters Score -1.963607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220698 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19636074.000000 Penalty: 6103.694824
	Iteration 22Q: 3 clusters Score -1.963607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220702 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19636080.000000 Penalty: 6103.694824
	Iteration 23Q: 3 clusters Score -1.963608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19636076.000000 Penalty: 6103.694824
	Iteration 24Q: 3 clusters Score -1.963608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19636092.000000 Penalty: 6103.694824
	Iteration 25Q: 3 clusters Score -1.963609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220707 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19636102.000000 Penalty: 6103.694824
	Iteration 26Q: 3 clusters Score -1.96361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220709 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19636104.000000 Penalty: 6103.694824
	Iteration 27Q: 3 clusters Score -1.96361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220710 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19636102.000000 Penalty: 6103.694824
	Iteration 28Q: 3 clusters Score -1.96361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220712 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19636118.000000 Penalty: 6103.694824
	Iteration 29Q: 3 clusters Score -1.963612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19636118.000000 Penalty: 6103.694824
	Iteration 30Q: 3 clusters Score -1.963612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19636118.000000 Penalty: 6103.694824
	Iteration 31F: 3 clusters Score -1.963612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Entering Unmasked Estep 
Score: -2270496.250000 Penalty: 2522.700195
	Iteration 0F: 2 clusters Score -2270496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2252419.750000 Penalty: 5045.400391
	Iteration 0F: 3 clusters Score -2252420 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2258938.750000 Penalty: 5045.400391
	Iteration 1F: 3 clusters Score -2258939 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2259598.000000 Penalty: 5045.400391
	Iteration 2F: 3 clusters Score -2259598 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2260304.500000 Penalty: 5045.400391
	Iteration 3F: 3 clusters Score -2260304 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2261148.750000 Penalty: 5045.400391
	Iteration 4F: 3 clusters Score -2261149 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2262181.250000 Penalty: 5045.400391
	Iteration 5F: 3 clusters Score -2262181 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2263381.000000 Penalty: 5045.400391
	Iteration 6F: 3 clusters Score -2263381 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2264548.000000 Penalty: 5045.400391
	Iteration 7F: 3 clusters Score -2264548 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2265530.000000 Penalty: 5045.400391
	Iteration 8F: 3 clusters Score -2265530 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2266212.750000 Penalty: 5045.400391
	Iteration 9Q: 3 clusters Score -2266213 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2266731.250000 Penalty: 5045.400391
	Iteration 10Q: 3 clusters Score -2266731 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2267151.500000 Penalty: 5045.400391
	Iteration 11Q: 3 clusters Score -2267152 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2267511.500000 Penalty: 5045.400391
	Iteration 12Q: 3 clusters Score -2267512 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2267753.500000 Penalty: 5045.400391
	Iteration 13Q: 3 clusters Score -2267754 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2267951.750000 Penalty: 5045.400391
	Iteration 14Q: 3 clusters Score -2267952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2268109.500000 Penalty: 5045.400391
	Iteration 15Q: 3 clusters Score -2268110 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2268234.750000 Penalty: 5045.400391
	Iteration 16Q: 3 clusters Score -2268235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2268320.250000 Penalty: 5045.400391
	Iteration 17Q: 3 clusters Score -2268320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2268401.250000 Penalty: 5045.400391
	Iteration 18Q: 3 clusters Score -2268401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2268477.250000 Penalty: 5045.400391
	Iteration 19Q: 3 clusters Score -2268477 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2268548.500000 Penalty: 5045.400391
	Iteration 20F: 3 clusters Score -2268548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2268622.500000 Penalty: 5045.400391
	Iteration 21Q: 3 clusters Score -2268622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2268681.000000 Penalty: 5045.400391
	Iteration 22Q: 3 clusters Score -2268681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2268705.250000 Penalty: 5045.400391
	Iteration 23Q: 3 clusters Score -2268705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2268741.500000 Penalty: 5045.400391
	Iteration 24Q: 3 clusters Score -2268742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2268771.500000 Penalty: 5045.400391
	Iteration 25Q: 3 clusters Score -2268772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2268783.000000 Penalty: 5045.400391
	Iteration 26Q: 3 clusters Score -2268783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2268797.500000 Penalty: 5045.400391
	Iteration 27Q: 3 clusters Score -2268798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2268800.000000 Penalty: 5045.400391
	Iteration 28Q: 3 clusters Score -2268800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2268805.250000 Penalty: 5045.400391
	Iteration 29Q: 3 clusters Score -2268805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2268807.000000 Penalty: 5045.400391
	Iteration 30Q: 3 clusters Score -2268807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2268815.250000 Penalty: 5045.400391
	Iteration 31Q: 3 clusters Score -2268815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2268815.500000 Penalty: 5045.400391
	Iteration 32Q: 3 clusters Score -2268816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2268820.000000 Penalty: 5045.400391
	Iteration 33Q: 3 clusters Score -2268820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2268821.000000 Penalty: 5045.400391
	Iteration 34Q: 3 clusters Score -2268821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2268834.500000 Penalty: 5045.400391
	Iteration 35Q: 3 clusters Score -2268834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2268836.250000 Penalty: 5045.400391
	Iteration 36Q: 3 clusters Score -2268836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2268834.250000 Penalty: 5045.400391
	Iteration 37Q: 3 clusters Score -2268834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2268836.000000 Penalty: 5045.400391
	Iteration 38Q: 3 clusters Score -2268836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2268834.250000 Penalty: 5045.400391
	Iteration 39Q: 3 clusters Score -2268834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2268833.750000 Penalty: 5045.400391
	Iteration 40F: 3 clusters Score -2268834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2268835.750000 Penalty: 5045.400391
	Iteration 41Q: 3 clusters Score -2268836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2268835.000000 Penalty: 5045.400391
	Iteration 42Q: 3 clusters Score -2268835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2268840.500000 Penalty: 5045.400391
	Iteration 43Q: 3 clusters Score -2268840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2268841.250000 Penalty: 5045.400391
	Iteration 44Q: 3 clusters Score -2268841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2268840.750000 Penalty: 5045.400391
	Iteration 45Q: 3 clusters Score -2268841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2268841.500000 Penalty: 5045.400391
	Iteration 46Q: 3 clusters Score -2268842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2268841.000000 Penalty: 5045.400391
	Iteration 47Q: 3 clusters Score -2268841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2268839.750000 Penalty: 5045.400391
	Iteration 48Q: 3 clusters Score -2268840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2268839.250000 Penalty: 5045.400391
	Iteration 49Q: 3 clusters Score -2268839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2268839.250000 Penalty: 5045.400391
	Iteration 50F: 3 clusters Score -2268839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 40578 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 18076 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144263 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 441300 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 61293 members 
Mstep: Class 21 contains 24316 members 
Mstep: Class 22 contains 236338 members 
Mstep: Class 23 contains 220982 members 
Mstep: Class 24 contains 26165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146450688.000000 Penalty: 103200.492188
Iteration 79Q: 30 clusters Score -1.464507e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 40714 members 
Mstep: Class 4 contains 109781 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 44522 members 
Mstep: Class 7 contains 18085 members 
Mstep: Class 8 contains 36460 members 
Mstep: Class 9 contains 2130 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 144369 members 
Mstep: Class 12 contains 15733 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 7509 members 
Mstep: Class 15 contains 439721 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 148065 members 
Mstep: Class 18 contains 66840 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 61300 members 
Mstep: Class 21 contains 24327 members 
Mstep: Class 22 contains 236323 members 
Mstep: Class 23 contains 220565 members 
Mstep: Class 24 contains 26198 members 
Mstep: Class 25 contains 18652 members 
Mstep: Class 26 contains 3265 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 11407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146454688.000000 Penalty: 103200.492188
Iteration 80F: 30 clusters Score -1.464547e+08 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 3 contains 40459 members 
Mstep: Class 4 contains 111397 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 44099 members 
Mstep: Class 7 contains 18055 members 
Mstep: Class 8 contains 36356 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 144434 members 
Mstep: Class 12 contains 15713 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 437807 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 148097 members 
Mstep: Class 18 contains 66846 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 61276 members 
Mstep: Class 21 contains 24329 members 
Mstep: Class 22 contains 236288 members 
Mstep: Class 23 contains 219978 members 
Mstep: Class 24 contains 25934 members 
Mstep: Class 25 contains 18769 members 
Mstep: Class 26 contains 3395 members 
Mstep: Class 27 contains 4448 members 
Mstep: Class 28 contains 2360 members 
Mstep: Class 29 contains 13015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146457360.000000 Penalty: 103200.492188
Iteration 81Q: 30 clusters Score -1.464574e+08 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 40303 members 
Mstep: Class 4 contains 112948 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 43834 members 
Mstep: Class 7 contains 18046 members 
Mstep: Class 8 contains 36261 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 144553 members 
Mstep: Class 12 contains 15713 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 435908 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 148156 members 
Mstep: Class 18 contains 66843 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 61262 members 
Mstep: Class 21 contains 24331 members 
Mstep: Class 22 contains 236271 members 
Mstep: Class 23 contains 219448 members 
Mstep: Class 24 contains 25769 members 
Mstep: Class 25 contains 18767 members 
Mstep: Class 26 contains 3441 members 
Mstep: Class 27 contains 4555 members 
Mstep: Class 28 contains 2395 members 
Mstep: Class 29 contains 14231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146459168.000000 Penalty: 103200.492188
Iteration 82Q: 30 clusters Score -1.464592e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 40145 members 
Mstep: Class 4 contains 114400 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 43576 members 
Mstep: Class 7 contains 18042 members 
Mstep: Class 8 contains 36165 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 144692 members 
Mstep: Class 12 contains 15743 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 434225 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 148250 members 
Mstep: Class 18 contains 66870 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 61240 members 
Mstep: Class 21 contains 24339 members 
Mstep: Class 22 contains 236292 members 
Mstep: Class 23 contains 218904 members 
Mstep: Class 24 contains 25608 members 
Mstep: Class 25 contains 18730 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 4657 members 
Mstep: Class 28 contains 2420 members 
Mstep: Class 29 contains 15224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146460368.000000 Penalty: 103200.492188
Iteration 83Q: 30 clusters Score -1.464604e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 40018 members 
Mstep: Class 4 contains 115753 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 43381 members 
Mstep: Class 7 contains 18030 members 
Mstep: Class 8 contains 36067 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 144834 members 
Mstep: Class 12 contains 15784 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 7176 members 
Mstep: Class 15 contains 432615 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 148351 members 
Mstep: Class 18 contains 66894 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 61223 members 
Mstep: Class 21 contains 24343 members 
Mstep: Class 22 contains 236356 members 
Mstep: Class 23 contains 218380 members 
Mstep: Class 24 contains 25463 members 
Mstep: Class 25 contains 18670 members 
Mstep: Class 26 contains 3495 members 
Mstep: Class 27 contains 4742 members 
Mstep: Class 28 contains 2432 members 
Mstep: Class 29 contains 16079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461776.000000 Penalty: 103200.492188
Iteration 84Q: 30 clusters Score -1.464618e+08 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 39890 members 
Mstep: Class 4 contains 117014 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 43229 members 
Mstep: Class 7 contains 18015 members 
Mstep: Class 8 contains 35943 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 144977 members 
Mstep: Class 12 contains 15846 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 7111 members 
Mstep: Class 15 contains 431083 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 148479 members 
Mstep: Class 18 contains 66919 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 61232 members 
Mstep: Class 21 contains 24347 members 
Mstep: Class 22 contains 236416 members 
Mstep: Class 23 contains 217888 members 
Mstep: Class 24 contains 25329 members 
Mstep: Class 25 contains 18612 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 4787 members 
Mstep: Class 28 contains 2455 members 
Mstep: Class 29 contains 16863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462336.000000 Penalty: 103200.492188
Iteration 85Q: 30 clusters Score -1.464623e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 39771 members 
Mstep: Class 4 contains 118114 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 6 contains 43101 members 
Mstep: Class 7 contains 18004 members 
Mstep: Class 8 contains 35816 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145089 members 
Mstep: Class 12 contains 15919 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 7012 members 
Mstep: Class 15 contains 429738 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 148603 members 
Mstep: Class 18 contains 66945 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 61253 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 236520 members 
Mstep: Class 23 contains 217473 members 
Mstep: Class 24 contains 25188 members 
Mstep: Class 25 contains 18544 members 
Mstep: Class 26 contains 3529 members 
Mstep: Class 27 contains 4806 members 
Mstep: Class 28 contains 2482 members 
Mstep: Class 29 contains 17523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146463296.000000 Penalty: 103200.492188
Iteration 86Q: 30 clusters Score -1.464633e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 39649 members 
Mstep: Class 4 contains 119173 members 
Mstep: Class 5 contains 2983 members 
Mstep: Class 6 contains 42973 members 
Mstep: Class 7 contains 17996 members 
Mstep: Class 8 contains 35677 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145220 members 
Mstep: Class 12 contains 16008 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 428488 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 148710 members 
Mstep: Class 18 contains 66962 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 61260 members 
Mstep: Class 21 contains 24355 members 
Mstep: Class 22 contains 236649 members 
Mstep: Class 23 contains 217059 members 
Mstep: Class 24 contains 25047 members 
Mstep: Class 25 contains 18463 members 
Mstep: Class 26 contains 3554 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 18155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146464336.000000 Penalty: 103200.492188
Iteration 87Q: 30 clusters Score -1.464643e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 39521 members 
Mstep: Class 4 contains 120207 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 42877 members 
Mstep: Class 7 contains 18008 members 
Mstep: Class 8 contains 35565 members 
Mstep: Class 9 contains 2594 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145359 members 
Mstep: Class 12 contains 16102 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 427270 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 148810 members 
Mstep: Class 18 contains 66973 members 
Mstep: Class 19 contains 3334 members 
Mstep: Class 20 contains 61251 members 
Mstep: Class 21 contains 24358 members 
Mstep: Class 22 contains 236747 members 
Mstep: Class 23 contains 216659 members 
Mstep: Class 24 contains 24930 members 
Mstep: Class 25 contains 18362 members 
Mstep: Class 26 contains 3566 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 18760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146465104.000000 Penalty: 103200.492188
Iteration 88Q: 30 clusters Score -1.464651e+08 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 39413 members 
Mstep: Class 4 contains 121124 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 42814 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 35459 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145511 members 
Mstep: Class 12 contains 16196 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 426097 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 148922 members 
Mstep: Class 18 contains 66986 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 61268 members 
Mstep: Class 21 contains 24359 members 
Mstep: Class 22 contains 236830 members 
Mstep: Class 23 contains 216333 members 
Mstep: Class 24 contains 24816 members 
Mstep: Class 25 contains 18263 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 4709 members 
Mstep: Class 28 contains 2525 members 
Mstep: Class 29 contains 19242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146465904.000000 Penalty: 103200.492188
Iteration 89Q: 30 clusters Score -1.464659e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 39328 members 
Mstep: Class 4 contains 121981 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 42754 members 
Mstep: Class 7 contains 17999 members 
Mstep: Class 8 contains 35348 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145660 members 
Mstep: Class 12 contains 16291 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 6657 members 
Mstep: Class 15 contains 425042 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 149026 members 
Mstep: Class 18 contains 67013 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 61310 members 
Mstep: Class 21 contains 24362 members 
Mstep: Class 22 contains 236910 members 
Mstep: Class 23 contains 216003 members 
Mstep: Class 24 contains 24732 members 
Mstep: Class 25 contains 18161 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 4743 members 
Mstep: Class 28 contains 2531 members 
Mstep: Class 29 contains 19628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146466576.000000 Penalty: 103200.492188
Iteration 90Q: 30 clusters Score -1.464666e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 39245 members 
Mstep: Class 4 contains 122812 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 42698 members 
Mstep: Class 7 contains 18001 members 
Mstep: Class 8 contains 35251 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145772 members 
Mstep: Class 12 contains 16373 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 424054 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 149112 members 
Mstep: Class 18 contains 67034 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 61318 members 
Mstep: Class 21 contains 24358 members 
Mstep: Class 22 contains 237006 members 
Mstep: Class 23 contains 215684 members 
Mstep: Class 24 contains 24679 members 
Mstep: Class 25 contains 18052 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 2538 members 
Mstep: Class 29 contains 20006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146467328.000000 Penalty: 103200.492188
Iteration 91Q: 30 clusters Score -1.464673e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 39179 members 
Mstep: Class 4 contains 123601 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 42656 members 
Mstep: Class 7 contains 18001 members 
Mstep: Class 8 contains 35169 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145863 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 6474 members 
Mstep: Class 15 contains 423137 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 149213 members 
Mstep: Class 18 contains 67041 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 61331 members 
Mstep: Class 21 contains 24355 members 
Mstep: Class 22 contains 237102 members 
Mstep: Class 23 contains 215368 members 
Mstep: Class 24 contains 24637 members 
Mstep: Class 25 contains 17971 members 
Mstep: Class 26 contains 3585 members 
Mstep: Class 27 contains 4856 members 
Mstep: Class 28 contains 2548 members 
Mstep: Class 29 contains 20315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146467952.000000 Penalty: 103200.492188
Iteration 92Q: 30 clusters Score -1.46468e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 39110 members 
Mstep: Class 4 contains 124342 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 42614 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 35067 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145969 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 6384 members 
Mstep: Class 15 contains 422292 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 149306 members 
Mstep: Class 18 contains 67052 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 61350 members 
Mstep: Class 21 contains 24356 members 
Mstep: Class 22 contains 237226 members 
Mstep: Class 23 contains 215082 members 
Mstep: Class 24 contains 24602 members 
Mstep: Class 25 contains 17915 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 4913 members 
Mstep: Class 28 contains 2557 members 
Mstep: Class 29 contains 20574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468144.000000 Penalty: 103200.492188
Iteration 93Q: 30 clusters Score -1.464681e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 3 contains 39062 members 
Mstep: Class 4 contains 125078 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 42576 members 
Mstep: Class 7 contains 18010 members 
Mstep: Class 8 contains 34983 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146060 members 
Mstep: Class 12 contains 16513 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 421495 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 149380 members 
Mstep: Class 18 contains 67069 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 61369 members 
Mstep: Class 21 contains 24362 members 
Mstep: Class 22 contains 237305 members 
Mstep: Class 23 contains 214847 members 
Mstep: Class 24 contains 24588 members 
Mstep: Class 25 contains 17868 members 
Mstep: Class 26 contains 3588 members 
Mstep: Class 27 contains 4947 members 
Mstep: Class 28 contains 2565 members 
Mstep: Class 29 contains 20788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468544.000000 Penalty: 103200.492188
Iteration 94Q: 30 clusters Score -1.464685e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2374 members 
Mstep: Class 3 contains 39019 members 
Mstep: Class 4 contains 125759 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 42536 members 
Mstep: Class 7 contains 18008 members 
Mstep: Class 8 contains 34906 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146152 members 
Mstep: Class 12 contains 16550 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 420793 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 149457 members 
Mstep: Class 18 contains 67085 members 
Mstep: Class 19 contains 3641 members 
Mstep: Class 20 contains 61383 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 237375 members 
Mstep: Class 23 contains 214620 members 
Mstep: Class 24 contains 24572 members 
Mstep: Class 25 contains 17821 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 4981 members 
Mstep: Class 28 contains 2573 members 
Mstep: Class 29 contains 20965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468688.000000 Penalty: 103200.492188
Iteration 95Q: 30 clusters Score -1.464687e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 38999 members 
Mstep: Class 4 contains 126439 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 42518 members 
Mstep: Class 7 contains 18014 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146218 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 420101 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 149545 members 
Mstep: Class 18 contains 67091 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 61402 members 
Mstep: Class 21 contains 24385 members 
Mstep: Class 22 contains 237423 members 
Mstep: Class 23 contains 214394 members 
Mstep: Class 24 contains 24555 members 
Mstep: Class 25 contains 17776 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 5018 members 
Mstep: Class 28 contains 2583 members 
Mstep: Class 29 contains 21115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468944.000000 Penalty: 103200.492188
Iteration 96Q: 30 clusters Score -1.464689e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 38954 members 
Mstep: Class 4 contains 127083 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42502 members 
Mstep: Class 7 contains 18015 members 
Mstep: Class 8 contains 34733 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146301 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 5979 members 
Mstep: Class 15 contains 419412 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 149638 members 
Mstep: Class 18 contains 67115 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 61419 members 
Mstep: Class 21 contains 24394 members 
Mstep: Class 22 contains 237504 members 
Mstep: Class 23 contains 214153 members 
Mstep: Class 24 contains 24537 members 
Mstep: Class 25 contains 17748 members 
Mstep: Class 26 contains 3595 members 
Mstep: Class 27 contains 5045 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 21275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468992.000000 Penalty: 103200.492188
Iteration 97Q: 30 clusters Score -1.46469e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 38918 members 
Mstep: Class 4 contains 127698 members 
Mstep: Class 5 contains 3387 members 
Mstep: Class 6 contains 42495 members 
Mstep: Class 7 contains 18015 members 
Mstep: Class 8 contains 34653 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146389 members 
Mstep: Class 12 contains 16610 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 418758 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 149734 members 
Mstep: Class 18 contains 67140 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 61437 members 
Mstep: Class 21 contains 24403 members 
Mstep: Class 22 contains 237566 members 
Mstep: Class 23 contains 213924 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 17720 members 
Mstep: Class 26 contains 3598 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 21410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469152.000000 Penalty: 103200.492188
Iteration 98Q: 30 clusters Score -1.464692e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 38874 members 
Mstep: Class 4 contains 128300 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 42470 members 
Mstep: Class 7 contains 18022 members 
Mstep: Class 8 contains 34591 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146443 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 418169 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 149823 members 
Mstep: Class 18 contains 67163 members 
Mstep: Class 19 contains 3719 members 
Mstep: Class 20 contains 61439 members 
Mstep: Class 21 contains 24402 members 
Mstep: Class 22 contains 237654 members 
Mstep: Class 23 contains 213722 members 
Mstep: Class 24 contains 24522 members 
Mstep: Class 25 contains 17692 members 
Mstep: Class 26 contains 3599 members 
Mstep: Class 27 contains 5078 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 21501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469344.000000 Penalty: 103200.492188
Iteration 99Q: 30 clusters Score -1.464693e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 38844 members 
Mstep: Class 4 contains 128876 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 42446 members 
Mstep: Class 7 contains 18031 members 
Mstep: Class 8 contains 34541 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146499 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 5730 members 
Mstep: Class 15 contains 417566 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 149886 members 
Mstep: Class 18 contains 67187 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 61449 members 
Mstep: Class 21 contains 24407 members 
Mstep: Class 22 contains 237730 members 
Mstep: Class 23 contains 213522 members 
Mstep: Class 24 contains 24515 members 
Mstep: Class 25 contains 17669 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 5094 members 
Mstep: Class 28 contains 2654 members 
Mstep: Class 29 contains 21611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469760.000000 Penalty: 103200.492188
Iteration 100F: 30 clusters Score -1.464698e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 38807 members 
Mstep: Class 4 contains 129427 members 
Mstep: Class 5 contains 3384 members 
Mstep: Class 6 contains 42428 members 
Mstep: Class 7 contains 18043 members 
Mstep: Class 8 contains 34492 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146546 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 5674 members 
Mstep: Class 15 contains 416988 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 149956 members 
Mstep: Class 18 contains 67200 members 
Mstep: Class 19 contains 3739 members 
Mstep: Class 20 contains 61454 members 
Mstep: Class 21 contains 24407 members 
Mstep: Class 22 contains 237774 members 
Mstep: Class 23 contains 213346 members 
Mstep: Class 24 contains 24513 members 
Mstep: Class 25 contains 17583 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 5256 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 21674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470032.000000 Penalty: 103200.492188
Iteration 101Q: 30 clusters Score -1.4647e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 38764 members 
Mstep: Class 4 contains 130008 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42417 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 34453 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146592 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 416445 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 150012 members 
Mstep: Class 18 contains 67210 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 61456 members 
Mstep: Class 21 contains 24409 members 
Mstep: Class 22 contains 237813 members 
Mstep: Class 23 contains 213132 members 
Mstep: Class 24 contains 24516 members 
Mstep: Class 25 contains 17498 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 5399 members 
Mstep: Class 28 contains 2668 members 
Mstep: Class 29 contains 21731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470208.000000 Penalty: 103200.492188
Iteration 102Q: 30 clusters Score -1.464702e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 38725 members 
Mstep: Class 4 contains 130568 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42414 members 
Mstep: Class 7 contains 18065 members 
Mstep: Class 8 contains 34423 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146654 members 
Mstep: Class 12 contains 16691 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 415909 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 150081 members 
Mstep: Class 18 contains 67215 members 
Mstep: Class 19 contains 3739 members 
Mstep: Class 20 contains 61460 members 
Mstep: Class 21 contains 24409 members 
Mstep: Class 22 contains 237848 members 
Mstep: Class 23 contains 212920 members 
Mstep: Class 24 contains 24516 members 
Mstep: Class 25 contains 17401 members 
Mstep: Class 26 contains 3599 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 21789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146470880.000000 Penalty: 103200.492188
Iteration 103Q: 30 clusters Score -1.464709e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 38702 members 
Mstep: Class 4 contains 131104 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42409 members 
Mstep: Class 7 contains 18073 members 
Mstep: Class 8 contains 34395 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146710 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 415425 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 150139 members 
Mstep: Class 18 contains 67221 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 61476 members 
Mstep: Class 21 contains 24410 members 
Mstep: Class 22 contains 237873 members 
Mstep: Class 23 contains 212712 members 
Mstep: Class 24 contains 24523 members 
Mstep: Class 25 contains 17311 members 
Mstep: Class 26 contains 3599 members 
Mstep: Class 27 contains 5624 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 21833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146471136.000000 Penalty: 103200.492188
Iteration 104Q: 30 clusters Score -1.464711e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 38681 members 
Mstep: Class 4 contains 131618 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42405 members 
Mstep: Class 7 contains 18095 members 
Mstep: Class 8 contains 34367 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146751 members 
Mstep: Class 12 contains 16721 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 5501 members 
Mstep: Class 15 contains 414997 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 150186 members 
Mstep: Class 18 contains 67237 members 
Mstep: Class 19 contains 3736 members 
Mstep: Class 20 contains 61477 members 
Mstep: Class 21 contains 24413 members 
Mstep: Class 22 contains 237888 members 
Mstep: Class 23 contains 212490 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 17254 members 
Mstep: Class 26 contains 3597 members 
Mstep: Class 27 contains 5694 members 
Mstep: Class 28 contains 2696 members 
Mstep: Class 29 contains 21897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146471408.000000 Penalty: 103200.492188
Iteration 105Q: 30 clusters Score -1.464714e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 38663 members 
Mstep: Class 4 contains 132112 members 
Mstep: Class 5 contains 3384 members 
Mstep: Class 6 contains 42385 members 
Mstep: Class 7 contains 18116 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146783 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 414588 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 150221 members 
Mstep: Class 18 contains 67252 members 
Mstep: Class 19 contains 3742 members 
Mstep: Class 20 contains 61489 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 237896 members 
Mstep: Class 23 contains 212282 members 
Mstep: Class 24 contains 24526 members 
Mstep: Class 25 contains 17210 members 
Mstep: Class 26 contains 3597 members 
Mstep: Class 27 contains 5749 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 21959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146471680.000000 Penalty: 103200.492188
Iteration 106Q: 30 clusters Score -1.464717e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 38659 members 
Mstep: Class 4 contains 132584 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42383 members 
Mstep: Class 7 contains 18135 members 
Mstep: Class 8 contains 34295 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146828 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 414134 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 150266 members 
Mstep: Class 18 contains 67254 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 61496 members 
Mstep: Class 21 contains 24415 members 
Mstep: Class 22 contains 237913 members 
Mstep: Class 23 contains 212097 members 
Mstep: Class 24 contains 24534 members 
Mstep: Class 25 contains 17174 members 
Mstep: Class 26 contains 3597 members 
Mstep: Class 27 contains 5785 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 21993 members 
Entering Unmasked Estep 
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Score: -146471664.000000 Penalty: 103200.492188
Iteration 107Q: 30 clusters Score -1.464717e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 38645 members 
Mstep: Class 4 contains 133024 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 42371 members 
Mstep: Class 7 contains 18149 members 
Mstep: Class 8 contains 34255 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146876 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 413690 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 150299 members 
Mstep: Class 18 contains 67266 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 61507 members 
Mstep: Class 21 contains 24416 members 
Mstep: Class 22 contains 237933 members 
Mstep: Class 23 contains 211917 members 
Mstep: Class 24 contains 24534 members 
Mstep: Class 25 contains 17148 members 
Mstep: Class 26 contains 3596 members 
Mstep: Class 27 contains 5817 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 22049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472048.000000 Penalty: 103200.492188
Iteration 108Q: 30 clusters Score -1.46472e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 38602 members 
Mstep: Class 4 contains 133454 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42366 members 
Mstep: Class 7 contains 18163 members 
Mstep: Class 8 contains 34220 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146914 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 5525 members 
Mstep: Class 15 contains 413281 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 150333 members 
Mstep: Class 18 contains 67271 members 
Mstep: Class 19 contains 3755 members 
Mstep: Class 20 contains 61515 members 
Mstep: Class 21 contains 24418 members 
Mstep: Class 22 contains 237972 members 
Mstep: Class 23 contains 211738 members 
Mstep: Class 24 contains 24539 members 
Mstep: Class 25 contains 17125 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 5851 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 22096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472000.000000 Penalty: 103200.492188
Iteration 109Q: 30 clusters Score -1.46472e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 38567 members 
Mstep: Class 4 contains 133831 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42358 members 
Mstep: Class 7 contains 18184 members 
Mstep: Class 8 contains 34182 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146936 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 5540 members 
Mstep: Class 15 contains 412959 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 150368 members 
Mstep: Class 18 contains 67285 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 61522 members 
Mstep: Class 21 contains 24419 members 
Mstep: Class 22 contains 237963 members 
Mstep: Class 23 contains 211579 members 
Mstep: Class 24 contains 24548 members 
Mstep: Class 25 contains 17110 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 5868 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 22139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472304.000000 Penalty: 103200.492188
Iteration 110Q: 30 clusters Score -1.464723e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 3 contains 38530 members 
Mstep: Class 4 contains 134189 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 42346 members 
Mstep: Class 7 contains 18201 members 
Mstep: Class 8 contains 34138 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146957 members 
Mstep: Class 12 contains 16766 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 5555 members 
Mstep: Class 15 contains 412647 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 150414 members 
Mstep: Class 18 contains 67305 members 
Mstep: Class 19 contains 3765 members 
Mstep: Class 20 contains 61527 members 
Mstep: Class 21 contains 24424 members 
Mstep: Class 22 contains 237943 members 
Mstep: Class 23 contains 211443 members 
Mstep: Class 24 contains 24559 members 
Mstep: Class 25 contains 17096 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5885 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 22191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472352.000000 Penalty: 103200.492188
Iteration 111Q: 30 clusters Score -1.464724e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 38479 members 
Mstep: Class 4 contains 134523 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42338 members 
Mstep: Class 7 contains 18212 members 
Mstep: Class 8 contains 34091 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146982 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 5579 members 
Mstep: Class 15 contains 412370 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 150450 members 
Mstep: Class 18 contains 67320 members 
Mstep: Class 19 contains 3768 members 
Mstep: Class 20 contains 61529 members 
Mstep: Class 21 contains 24433 members 
Mstep: Class 22 contains 237938 members 
Mstep: Class 23 contains 211297 members 
Mstep: Class 24 contains 24567 members 
Mstep: Class 25 contains 17086 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 22246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472272.000000 Penalty: 103200.492188
Iteration 112Q: 30 clusters Score -1.464723e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 38426 members 
Mstep: Class 4 contains 134838 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 18214 members 
Mstep: Class 8 contains 34051 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146996 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 412126 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 150476 members 
Mstep: Class 18 contains 67333 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 61535 members 
Mstep: Class 21 contains 24442 members 
Mstep: Class 22 contains 237948 members 
Mstep: Class 23 contains 211182 members 
Mstep: Class 24 contains 24573 members 
Mstep: Class 25 contains 17082 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 5906 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 22279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472224.000000 Penalty: 103200.492188
Iteration 113Q: 30 clusters Score -1.464722e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 38376 members 
Mstep: Class 4 contains 135141 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 42334 members 
Mstep: Class 7 contains 18217 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147021 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 411847 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 150513 members 
Mstep: Class 18 contains 67342 members 
Mstep: Class 19 contains 3769 members 
Mstep: Class 20 contains 61528 members 
Mstep: Class 21 contains 24452 members 
Mstep: Class 22 contains 237942 members 
Mstep: Class 23 contains 211088 members 
Mstep: Class 24 contains 24579 members 
Mstep: Class 25 contains 17076 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 22322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472528.000000 Penalty: 103200.492188
Iteration 114Q: 30 clusters Score -1.464725e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 38330 members 
Mstep: Class 4 contains 135404 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42324 members 
Mstep: Class 7 contains 18216 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147054 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 411609 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 150556 members 
Mstep: Class 18 contains 67353 members 
Mstep: Class 19 contains 3769 members 
Mstep: Class 20 contains 61528 members 
Mstep: Class 21 contains 24456 members 
Mstep: Class 22 contains 237918 members 
Mstep: Class 23 contains 210998 members 
Mstep: Class 24 contains 24583 members 
Mstep: Class 25 contains 17069 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 22362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472464.000000 Penalty: 103200.492188
Iteration 115Q: 30 clusters Score -1.464725e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 38274 members 
Mstep: Class 4 contains 135647 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42321 members 
Mstep: Class 7 contains 18218 members 
Mstep: Class 8 contains 33945 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147075 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 411404 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 150602 members 
Mstep: Class 18 contains 67356 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 61520 members 
Mstep: Class 21 contains 24461 members 
Mstep: Class 22 contains 237911 members 
Mstep: Class 23 contains 210891 members 
Mstep: Class 24 contains 24597 members 
Mstep: Class 25 contains 17060 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 22400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472688.000000 Penalty: 103200.492188
Iteration 116Q: 30 clusters Score -1.464727e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 38223 members 
Mstep: Class 4 contains 135866 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42317 members 
Mstep: Class 7 contains 18222 members 
Mstep: Class 8 contains 33903 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147086 members 
Mstep: Class 12 contains 16775 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 5699 members 
Mstep: Class 15 contains 411223 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 150641 members 
Mstep: Class 18 contains 67356 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 61523 members 
Mstep: Class 21 contains 24463 members 
Mstep: Class 22 contains 237926 members 
Mstep: Class 23 contains 210790 members 
Mstep: Class 24 contains 24605 members 
Mstep: Class 25 contains 17055 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 2735 members 
Mstep: Class 29 contains 22447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146472848.000000 Penalty: 103200.492188
Iteration 117Q: 30 clusters Score -1.464728e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 38169 members 
Mstep: Class 4 contains 136093 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42308 members 
Mstep: Class 7 contains 18224 members 
Mstep: Class 8 contains 33862 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147091 members 
Mstep: Class 12 contains 16778 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 5729 members 
Mstep: Class 15 contains 411036 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 150690 members 
Mstep: Class 18 contains 67352 members 
Mstep: Class 19 contains 3779 members 
Mstep: Class 20 contains 61528 members 
Mstep: Class 21 contains 24465 members 
Mstep: Class 22 contains 237937 members 
Mstep: Class 23 contains 210698 members 
Mstep: Class 24 contains 24614 members 
Mstep: Class 25 contains 17049 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 22479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146473040.000000 Penalty: 103200.492188
Iteration 118Q: 30 clusters Score -1.46473e+08 nChanged 947
Entering ConstructFrom: 
Score: -146473040.000000 Penalty: 103200.492188
Entering ConstructFrom: 
Trying to split cluster 1 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -238078.718750 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -238078.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -235022.140625 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -235022.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -235593.000000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -235593 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235716.156250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -235716.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -235782.625000 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -235782.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -235824.640625 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -235824.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -235852.500000 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -235852.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -235876.781250 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -235876.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -235902.718750 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -235902.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -235919.281250 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -235919.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -235933.843750 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -235933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -235943.265625 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -235943.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -235950.000000 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -235950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -235955.421875 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -235955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235960.453125 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -235960.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -235967.406250 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -235967.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -235972.687500 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -235972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -235975.296875 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -235975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235978.875000 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -235978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -235981.343750 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -235981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -235984.531250 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -235984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235985.906250 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -235985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235986.421875 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -235986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -235987.328125 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -235987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235987.515625 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -235987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235988.187500 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -235988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235990.031250 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -235990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -235992.250000 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -235992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -235993.578125 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -235993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -235996.187500 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -235996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -235997.500000 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -235997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -235997.812500 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -235997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -235997.812500 Penalty: 3907.188965
	Iteration 31F: 3 clusters Score -235997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -195551.718750 Penalty: 1936.766235
	Iteration 0F: 2 clusters Score -195551.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -192652.500000 Penalty: 3873.532471
	Iteration 0F: 3 clusters Score -192652.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -193290.750000 Penalty: 3873.532471
	Iteration 1F: 3 clusters Score -193290.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -193469.390625 Penalty: 3873.532471
	Iteration 2F: 3 clusters Score -193469.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -193551.515625 Penalty: 3873.532471
	Iteration 3Q: 3 clusters Score -193551.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -193649.328125 Penalty: 3873.532471
	Iteration 4Q: 3 clusters Score -193649.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -193729.140625 Penalty: 3873.532471
	Iteration 5Q: 3 clusters Score -193729.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -193801.171875 Penalty: 3873.532471
	Iteration 6Q: 3 clusters Score -193801.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -193883.234375 Penalty: 3873.532471
	Iteration 7Q: 3 clusters Score -193883.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -193946.218750 Penalty: 3873.532471
	Iteration 8Q: 3 clusters Score -193946.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -193992.312500 Penalty: 3873.532471
	Iteration 9Q: 3 clusters Score -193992.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -194048.515625 Penalty: 3873.532471
	Iteration 10Q: 3 clusters Score -194048.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -194101.328125 Penalty: 3873.532471
	Iteration 11Q: 3 clusters Score -194101.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -194147.468750 Penalty: 3873.532471
	Iteration 12Q: 3 clusters Score -194147.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -194207.718750 Penalty: 3873.532471
	Iteration 13Q: 3 clusters Score -194207.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -194254.546875 Penalty: 3873.532471
	Iteration 14Q: 3 clusters Score -194254.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -194295.125000 Penalty: 3873.532471
	Iteration 15Q: 3 clusters Score -194295.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -194329.156250 Penalty: 3873.532471
	Iteration 16Q: 3 clusters Score -194329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -194345.609375 Penalty: 3873.532471
	Iteration 17Q: 3 clusters Score -194345.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -194359.187500 Penalty: 3873.532471
	Iteration 18Q: 3 clusters Score -194359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -194368.937500 Penalty: 3873.532471
	Iteration 19Q: 3 clusters Score -194368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -194375.609375 Penalty: 3873.532471
	Iteration 20F: 3 clusters Score -194375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -194385.000000 Penalty: 3873.532471
	Iteration 21Q: 3 clusters Score -194385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -194392.171875 Penalty: 3873.532471
	Iteration 22Q: 3 clusters Score -194392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -194400.296875 Penalty: 3873.532471
	Iteration 23Q: 3 clusters Score -194400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -194404.406250 Penalty: 3873.532471
	Iteration 24Q: 3 clusters Score -194404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -194408.296875 Penalty: 3873.532471
	Iteration 25Q: 3 clusters Score -194408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -194413.390625 Penalty: 3873.532471
	Iteration 26Q: 3 clusters Score -194413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -194416.093750 Penalty: 3873.532471
	Iteration 27Q: 3 clusters Score -194416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -194422.265625 Penalty: 3873.532471
	Iteration 28Q: 3 clusters Score -194422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -194429.375000 Penalty: 3873.532471
	Iteration 29Q: 3 clusters Score -194429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -194432.593750 Penalty: 3873.532471
	Iteration 30Q: 3 clusters Score -194432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -194433.640625 Penalty: 3873.532471
	Iteration 31Q: 3 clusters Score -194433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -194435.218750 Penalty: 3873.532471
	Iteration 32Q: 3 clusters Score -194435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -194436.187500 Penalty: 3873.532471
	Iteration 33Q: 3 clusters Score -194436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -194436.187500 Penalty: 3873.532471
	Iteration 34F: 3 clusters Score -194436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Entering Unmasked Estep 
Score: -3310855.750000 Penalty: 2615.876953
	Iteration 0F: 2 clusters Score -3310856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3285174.500000 Penalty: 5231.753906
	Iteration 0F: 3 clusters Score -3285174 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3294966.750000 Penalty: 5231.753906
	Iteration 1F: 3 clusters Score -3294967 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3295889.500000 Penalty: 5231.753906
	Iteration 2F: 3 clusters Score -3295890 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3296974.250000 Penalty: 5231.753906
	Iteration 3F: 3 clusters Score -3296974 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3298581.500000 Penalty: 5231.753906
	Iteration 4F: 3 clusters Score -3298582 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3300869.500000 Penalty: 5231.753906
	Iteration 5F: 3 clusters Score -3300870 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3303381.500000 Penalty: 5231.753906
	Iteration 6F: 3 clusters Score -3303382 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3305224.500000 Penalty: 5231.753906
	Iteration 7F: 3 clusters Score -3305224 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3306316.500000 Penalty: 5231.753906
	Iteration 8F: 3 clusters Score -3306316 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3306866.750000 Penalty: 5231.753906
	Iteration 9Q: 3 clusters Score -3306867 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3307183.000000 Penalty: 5231.753906
	Iteration 10Q: 3 clusters Score -3307183 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3307397.000000 Penalty: 5231.753906
	Iteration 11Q: 3 clusters Score -3307397 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3307549.250000 Penalty: 5231.753906
	Iteration 12Q: 3 clusters Score -3307549 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3307657.500000 Penalty: 5231.753906
	Iteration 13Q: 3 clusters Score -3307658 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3307732.500000 Penalty: 5231.753906
	Iteration 14Q: 3 clusters Score -3307732 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3307792.500000 Penalty: 5231.753906
	Iteration 15Q: 3 clusters Score -3307792 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3307827.750000 Penalty: 5231.753906
	Iteration 16Q: 3 clusters Score -3307828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3307848.750000 Penalty: 5231.753906
	Iteration 17Q: 3 clusters Score -3307849 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3307873.250000 Penalty: 5231.753906
	Iteration 18Q: 3 clusters Score -3307873 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3307885.250000 Penalty: 5231.753906
	Iteration 19Q: 3 clusters Score -3307885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3307891.750000 Penalty: 5231.753906
	Iteration 20F: 3 clusters Score -3307892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3307894.000000 Penalty: 5231.753906
	Iteration 21Q: 3 clusters Score -3307894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3307905.250000 Penalty: 5231.753906
	Iteration 22Q: 3 clusters Score -3307905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3307905.750000 Penalty: 5231.753906
	Iteration 23Q: 3 clusters Score -3307906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3307905.500000 Penalty: 5231.753906
	Iteration 24Q: 3 clusters Score -3307906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3307902.500000 Penalty: 5231.753906
	Iteration 25Q: 3 clusters Score -3307902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3307901.000000 Penalty: 5231.753906
	Iteration 26Q: 3 clusters Score -3307901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3307903.750000 Penalty: 5231.753906
	Iteration 27Q: 3 clusters Score -3307904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3307911.500000 Penalty: 5231.753906
	Iteration 28Q: 3 clusters Score -3307912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3307907.750000 Penalty: 5231.753906
	Iteration 29Q: 3 clusters Score -3307908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3307907.000000 Penalty: 5231.753906
	Iteration 30Q: 3 clusters Score -3307907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3307909.250000 Penalty: 5231.753906
	Iteration 31Q: 3 clusters Score -3307909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3307911.250000 Penalty: 5231.753906
	Iteration 32Q: 3 clusters Score -3307911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3307912.250000 Penalty: 5231.753906
	Iteration 33Q: 3 clusters Score -3307912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3307907.750000 Penalty: 5231.753906
	Iteration 34Q: 3 clusters Score -3307908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3307908.750000 Penalty: 5231.753906
	Iteration 35Q: 3 clusters Score -3307909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3307911.500000 Penalty: 5231.753906
	Iteration 36Q: 3 clusters Score -3307912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3307916.500000 Penalty: 5231.753906
	Iteration 37Q: 3 clusters Score -3307916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3307914.500000 Penalty: 5231.753906
	Iteration 38Q: 3 clusters Score -3307914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3307914.000000 Penalty: 5231.753906
	Iteration 39Q: 3 clusters Score -3307914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3307912.000000 Penalty: 5231.753906
	Iteration 40F: 3 clusters Score -3307912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3307915.250000 Penalty: 5231.753906
	Iteration 41Q: 3 clusters Score -3307915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3307916.250000 Penalty: 5231.753906
	Iteration 42Q: 3 clusters Score -3307916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3307912.000000 Penalty: 5231.753906
	Iteration 43Q: 3 clusters Score -3307912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3307915.500000 Penalty: 5231.753906
	Iteration 44Q: 3 clusters Score -3307916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3307914.250000 Penalty: 5231.753906
	Iteration 45Q: 3 clusters Score -3307914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3307914.000000 Penalty: 5231.753906
	Iteration 46Q: 3 clusters Score -3307914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3307912.750000 Penalty: 5231.753906
	Iteration 47Q: 3 clusters Score -3307913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3307913.750000 Penalty: 5231.753906
	Iteration 48Q: 3 clusters Score -3307914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3307916.000000 Penalty: 5231.753906
	Iteration 49Q: 3 clusters Score -3307916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3307919.250000 Penalty: 5231.753906
	Iteration 50Q: 3 clusters Score -3307919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3307919.000000 Penalty: 5231.753906
	Iteration 51Q: 3 clusters Score -3307919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3307919.000000 Penalty: 5231.753906
	Iteration 52Q: 3 clusters Score -3307919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3307918.500000 Penalty: 5231.753906
	Iteration 53Q: 3 clusters Score -3307918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3307919.750000 Penalty: 5231.753906
	Iteration 54Q: 3 clusters Score -3307920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3307922.500000 Penalty: 5231.753906
	Iteration 55Q: 3 clusters Score -3307922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3307921.750000 Penalty: 5231.753906
	Iteration 56Q: 3 clusters Score -3307922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3307918.000000 Penalty: 5231.753906
	Iteration 57Q: 3 clusters Score -3307918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3307920.500000 Penalty: 5231.753906
	Iteration 58Q: 3 clusters Score -3307920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3307921.500000 Penalty: 5231.753906
	Iteration 59Q: 3 clusters Score -3307922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3307917.250000 Penalty: 5231.753906
	Iteration 60F: 3 clusters Score -3307917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3307915.250000 Penalty: 5231.753906
	Iteration 61Q: 3 clusters Score -3307915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3307911.000000 Penalty: 5231.753906
	Iteration 62Q: 3 clusters Score -3307911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3307912.250000 Penalty: 5231.753906
	Iteration 63Q: 3 clusters Score -3307912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3307918.000000 Penalty: 5231.753906
	Iteration 64Q: 3 clusters Score -3307918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3307921.000000 Penalty: 5231.753906
	Iteration 65Q: 3 clusters Score -3307921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3307930.250000 Penalty: 5231.753906
	Iteration 66Q: 3 clusters Score -3307930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3307925.750000 Penalty: 5231.753906
	Iteration 67Q: 3 clusters Score -3307926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3307932.500000 Penalty: 5231.753906
	Iteration 68Q: 3 clusters Score -3307932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3307936.250000 Penalty: 5231.753906
	Iteration 69Q: 3 clusters Score -3307936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3307939.000000 Penalty: 5231.753906
	Iteration 70Q: 3 clusters Score -3307939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3307938.750000 Penalty: 5231.753906
	Iteration 71Q: 3 clusters Score -3307939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3307943.750000 Penalty: 5231.753906
	Iteration 72Q: 3 clusters Score -3307944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3307944.750000 Penalty: 5231.753906
	Iteration 73Q: 3 clusters Score -3307945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3307946.250000 Penalty: 5231.753906
	Iteration 74Q: 3 clusters Score -3307946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3307948.000000 Penalty: 5231.753906
	Iteration 75Q: 3 clusters Score -3307948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3307957.750000 Penalty: 5231.753906
	Iteration 76Q: 3 clusters Score -3307958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3307954.750000 Penalty: 5231.753906
	Iteration 77Q: 3 clusters Score -3307955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3307943.000000 Penalty: 5231.753906
	Iteration 78Q: 3 clusters Score -3307943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3307946.750000 Penalty: 5231.753906
	Iteration 79Q: 3 clusters Score -3307947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3307952.500000 Penalty: 5231.753906
	Iteration 80F: 3 clusters Score -3307952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3307952.500000 Penalty: 5231.753906
	Iteration 81Q: 3 clusters Score -3307952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3307956.000000 Penalty: 5231.753906
	Iteration 82Q: 3 clusters Score -3307956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3307957.000000 Penalty: 5231.753906
	Iteration 83Q: 3 clusters Score -3307957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3307951.500000 Penalty: 5231.753906
	Iteration 84Q: 3 clusters Score -3307952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3307951.750000 Penalty: 5231.753906
	Iteration 85Q: 3 clusters Score -3307952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3307952.500000 Penalty: 5231.753906
	Iteration 86Q: 3 clusters Score -3307952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3307949.500000 Penalty: 5231.753906
	Iteration 87Q: 3 clusters Score -3307950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3307954.000000 Penalty: 5231.753906
	Iteration 88Q: 3 clusters Score -3307954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3307954.250000 Penalty: 5231.753906
	Iteration 89Q: 3 clusters Score -3307954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3307956.000000 Penalty: 5231.753906
	Iteration 90Q: 3 clusters Score -3307956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3307954.000000 Penalty: 5231.753906
	Iteration 91Q: 3 clusters Score -3307954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3307955.000000 Penalty: 5231.753906
	Iteration 92Q: 3 clusters Score -3307955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3307955.750000 Penalty: 5231.753906
	Iteration 93Q: 3 clusters Score -3307956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3307955.500000 Penalty: 5231.753906
	Iteration 94Q: 3 clusters Score -3307956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3307958.250000 Penalty: 5231.753906
	Iteration 95Q: 3 clusters Score -3307958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3307962.250000 Penalty: 5231.753906
	Iteration 96Q: 3 clusters Score -3307962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3307963.750000 Penalty: 5231.753906
	Iteration 97Q: 3 clusters Score -3307964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3307964.250000 Penalty: 5231.753906
	Iteration 98Q: 3 clusters Score -3307964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3307959.000000 Penalty: 5231.753906
	Iteration 99Q: 3 clusters Score -3307959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3307961.500000 Penalty: 5231.753906
	Iteration 100F: 3 clusters Score -3307962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (136314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136314 members 
Entering Unmasked Estep 
Score: -12208088.000000 Penalty: 2932.033691
	Iteration 0F: 2 clusters Score -1.220809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -12116919.000000 Penalty: 5864.067383
	Iteration 0F: 3 clusters Score -1.211692e+07 nChanged 64896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -12154325.000000 Penalty: 5864.067383
	Iteration 1F: 3 clusters Score -1.215432e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -12155035.000000 Penalty: 5864.067383
	Iteration 2Q: 3 clusters Score -1.215504e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -12155761.000000 Penalty: 5864.067383
	Iteration 3Q: 3 clusters Score -1.215576e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -12156823.000000 Penalty: 5864.067383
	Iteration 4Q: 3 clusters Score -1.215682e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -12158190.000000 Penalty: 5864.067383
	Iteration 5Q: 3 clusters Score -1.215819e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -12160406.000000 Penalty: 5864.067383
	Iteration 6Q: 3 clusters Score -1.216041e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -12163454.000000 Penalty: 5864.067383
	Iteration 7Q: 3 clusters Score -1.216345e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -12168412.000000 Penalty: 5864.067383
	Iteration 8F: 3 clusters Score -1.216841e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -12175867.000000 Penalty: 5864.067383
	Iteration 9F: 3 clusters Score -1.217587e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -12185245.000000 Penalty: 5864.067383
	Iteration 10F: 3 clusters Score -1.218524e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -12191712.000000 Penalty: 5864.067383
	Iteration 11F: 3 clusters Score -1.219171e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -12193888.000000 Penalty: 5864.067383
	Iteration 12Q: 3 clusters Score -1.219389e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -12194771.000000 Penalty: 5864.067383
	Iteration 13Q: 3 clusters Score -1.219477e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -12195521.000000 Penalty: 5864.067383
	Iteration 14Q: 3 clusters Score -1.219552e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -12196093.000000 Penalty: 5864.067383
	Iteration 15Q: 3 clusters Score -1.219609e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -12196601.000000 Penalty: 5864.067383
	Iteration 16Q: 3 clusters Score -1.21966e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -12197105.000000 Penalty: 5864.067383
	Iteration 17Q: 3 clusters Score -1.21971e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -12197585.000000 Penalty: 5864.067383
	Iteration 18Q: 3 clusters Score -1.219758e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116056 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -12198057.000000 Penalty: 5864.067383
	Iteration 19Q: 3 clusters Score -1.219806e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -12198545.000000 Penalty: 5864.067383
	Iteration 20F: 3 clusters Score -1.219854e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119165 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -12199100.000000 Penalty: 5864.067383
	Iteration 21Q: 3 clusters Score -1.21991e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -12199573.000000 Penalty: 5864.067383
	Iteration 22Q: 3 clusters Score -1.219957e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -12200167.000000 Penalty: 5864.067383
	Iteration 23Q: 3 clusters Score -1.220017e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -12200629.000000 Penalty: 5864.067383
	Iteration 24Q: 3 clusters Score -1.220063e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -12201037.000000 Penalty: 5864.067383
	Iteration 25Q: 3 clusters Score -1.220104e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -12201509.000000 Penalty: 5864.067383
	Iteration 26Q: 3 clusters Score -1.220151e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -12201950.000000 Penalty: 5864.067383
	Iteration 27Q: 3 clusters Score -1.220195e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -12202405.000000 Penalty: 5864.067383
	Iteration 28Q: 3 clusters Score -1.22024e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129136 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -12202778.000000 Penalty: 5864.067383
	Iteration 29Q: 3 clusters Score -1.220278e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -12203284.000000 Penalty: 5864.067383
	Iteration 30Q: 3 clusters Score -1.220328e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -12203586.000000 Penalty: 5864.067383
	Iteration 31Q: 3 clusters Score -1.220359e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131707 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -12203849.000000 Penalty: 5864.067383
	Iteration 32Q: 3 clusters Score -1.220385e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -12204196.000000 Penalty: 5864.067383
	Iteration 33Q: 3 clusters Score -1.22042e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132920 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -12204468.000000 Penalty: 5864.067383
	Iteration 34Q: 3 clusters Score -1.220447e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133343 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -12204718.000000 Penalty: 5864.067383
	Iteration 35Q: 3 clusters Score -1.220472e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133687 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12204872.000000 Penalty: 5864.067383
	Iteration 36Q: 3 clusters Score -1.220487e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133975 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12204998.000000 Penalty: 5864.067383
	Iteration 37Q: 3 clusters Score -1.2205e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134215 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -12205070.000000 Penalty: 5864.067383
	Iteration 38Q: 3 clusters Score -1.220507e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12205145.000000 Penalty: 5864.067383
	Iteration 39Q: 3 clusters Score -1.220514e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12205205.000000 Penalty: 5864.067383
	Iteration 40F: 3 clusters Score -1.22052e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12205300.000000 Penalty: 5864.067383
	Iteration 41Q: 3 clusters Score -1.22053e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134811 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12205335.000000 Penalty: 5864.067383
	Iteration 42Q: 3 clusters Score -1.220534e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12205343.000000 Penalty: 5864.067383
	Iteration 43Q: 3 clusters Score -1.220534e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -12205392.000000 Penalty: 5864.067383
	Iteration 44Q: 3 clusters Score -1.220539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134995 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12205412.000000 Penalty: 5864.067383
	Iteration 45Q: 3 clusters Score -1.220541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135036 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12205434.000000 Penalty: 5864.067383
	Iteration 46Q: 3 clusters Score -1.220543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135068 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12205434.000000 Penalty: 5864.067383
	Iteration 47Q: 3 clusters Score -1.220543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12205441.000000 Penalty: 5864.067383
	Iteration 48Q: 3 clusters Score -1.220544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12205441.000000 Penalty: 5864.067383
	Iteration 49Q: 3 clusters Score -1.220544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135161 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12205455.000000 Penalty: 5864.067383
	Iteration 50Q: 3 clusters Score -1.220546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135181 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12205462.000000 Penalty: 5864.067383
	Iteration 51Q: 3 clusters Score -1.220546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12205471.000000 Penalty: 5864.067383
	Iteration 52Q: 3 clusters Score -1.220547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12205466.000000 Penalty: 5864.067383
	Iteration 53Q: 3 clusters Score -1.220547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135231 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12205479.000000 Penalty: 5864.067383
	Iteration 54Q: 3 clusters Score -1.220548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135252 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12205496.000000 Penalty: 5864.067383
	Iteration 55Q: 3 clusters Score -1.22055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135267 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12205510.000000 Penalty: 5864.067383
	Iteration 56Q: 3 clusters Score -1.220551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135283 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12205524.000000 Penalty: 5864.067383
	Iteration 57Q: 3 clusters Score -1.220552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12205529.000000 Penalty: 5864.067383
	Iteration 58Q: 3 clusters Score -1.220553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135312 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12205552.000000 Penalty: 5864.067383
	Iteration 59Q: 3 clusters Score -1.220555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135317 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12205552.000000 Penalty: 5864.067383
	Iteration 60F: 3 clusters Score -1.220555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135321 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12205555.000000 Penalty: 5864.067383
	Iteration 61Q: 3 clusters Score -1.220556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12205554.000000 Penalty: 5864.067383
	Iteration 62Q: 3 clusters Score -1.220555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135326 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12205557.000000 Penalty: 5864.067383
	Iteration 63Q: 3 clusters Score -1.220556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12205560.000000 Penalty: 5864.067383
	Iteration 64Q: 3 clusters Score -1.220556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12205560.000000 Penalty: 5864.067383
	Iteration 65F: 3 clusters Score -1.220556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -281102.468750 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -281102.5 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 1711 members 
Entering Unmasked Estep 
Score: -277609.687500 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -277609.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -278330.531250 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -278330.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -278497.625000 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -278497.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -278611.375000 Penalty: 4030.606445
	Iteration 3Q: 3 clusters Score -278611.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -278692.375000 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -278692.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -278760.343750 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -278760.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -278816.281250 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -278816.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -278854.687500 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -278854.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -278884.187500 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -278884.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -278908.687500 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -278908.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -278929.031250 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -278929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -278945.656250 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -278945.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -278966.468750 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -278966.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -278985.562500 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -278985.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -279007.187500 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -279007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -279027.593750 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -279027.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -279042.937500 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -279042.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -279054.250000 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -279054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -279063.312500 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -279063.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -279071.312500 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -279071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -279077.593750 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -279077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -279081.093750 Penalty: 4030.606445
	Iteration 21Q: 3 clusters Score -279081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279083.281250 Penalty: 4030.606445
	Iteration 22Q: 3 clusters Score -279083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279087.250000 Penalty: 4030.606445
	Iteration 23Q: 3 clusters Score -279087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279091.000000 Penalty: 4030.606445
	Iteration 24Q: 3 clusters Score -279091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279096.500000 Penalty: 4030.606445
	Iteration 25Q: 3 clusters Score -279096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279102.312500 Penalty: 4030.606445
	Iteration 26Q: 3 clusters Score -279102.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279106.718750 Penalty: 4030.606445
	Iteration 27Q: 3 clusters Score -279106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279111.031250 Penalty: 4030.606445
	Iteration 28Q: 3 clusters Score -279111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -279114.531250 Penalty: 4030.606445
	Iteration 29Q: 3 clusters Score -279114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279116.156250 Penalty: 4030.606445
	Iteration 30Q: 3 clusters Score -279116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -279118.531250 Penalty: 4030.606445
	Iteration 31Q: 3 clusters Score -279118.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279121.156250 Penalty: 4030.606445
	Iteration 32Q: 3 clusters Score -279121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -279122.812500 Penalty: 4030.606445
	Iteration 33Q: 3 clusters Score -279122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279125.687500 Penalty: 4030.606445
	Iteration 34Q: 3 clusters Score -279125.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -279130.000000 Penalty: 4030.606445
	Iteration 35Q: 3 clusters Score -279130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279132.156250 Penalty: 4030.606445
	Iteration 36Q: 3 clusters Score -279132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279133.093750 Penalty: 4030.606445
	Iteration 37Q: 3 clusters Score -279133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -279135.718750 Penalty: 4030.606445
	Iteration 38Q: 3 clusters Score -279135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -279137.468750 Penalty: 4030.606445
	Iteration 39Q: 3 clusters Score -279137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -279139.500000 Penalty: 4030.606445
	Iteration 40F: 3 clusters Score -279139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -279141.125000 Penalty: 4030.606445
	Iteration 41Q: 3 clusters Score -279141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -279143.312500 Penalty: 4030.606445
	Iteration 42Q: 3 clusters Score -279143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -279144.406250 Penalty: 4030.606445
	Iteration 43Q: 3 clusters Score -279144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -279144.843750 Penalty: 4030.606445
	Iteration 44Q: 3 clusters Score -279144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -279146.250000 Penalty: 4030.606445
	Iteration 45Q: 3 clusters Score -279146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -279148.000000 Penalty: 4030.606445
	Iteration 46Q: 3 clusters Score -279148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -279148.625000 Penalty: 4030.606445
	Iteration 47Q: 3 clusters Score -279148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -279149.906250 Penalty: 4030.606445
	Iteration 48Q: 3 clusters Score -279149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -279151.156250 Penalty: 4030.606445
	Iteration 49Q: 3 clusters Score -279151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -279153.031250 Penalty: 4030.606445
	Iteration 50Q: 3 clusters Score -279153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -279157.125000 Penalty: 4030.606445
	Iteration 51Q: 3 clusters Score -279157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -279158.281250 Penalty: 4030.606445
	Iteration 52Q: 3 clusters Score -279158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -279161.031250 Penalty: 4030.606445
	Iteration 53Q: 3 clusters Score -279161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -279165.000000 Penalty: 4030.606445
	Iteration 54Q: 3 clusters Score -279165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -279171.656250 Penalty: 4030.606445
	Iteration 55Q: 3 clusters Score -279171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -279176.031250 Penalty: 4030.606445
	Iteration 56Q: 3 clusters Score -279176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -279178.343750 Penalty: 4030.606445
	Iteration 57Q: 3 clusters Score -279178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -279179.437500 Penalty: 4030.606445
	Iteration 58Q: 3 clusters Score -279179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -279180.750000 Penalty: 4030.606445
	Iteration 59Q: 3 clusters Score -279180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -279181.281250 Penalty: 4030.606445
	Iteration 60F: 3 clusters Score -279181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -279181.437500 Penalty: 4030.606445
	Iteration 61Q: 3 clusters Score -279181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -279182.437500 Penalty: 4030.606445
	Iteration 62Q: 3 clusters Score -279182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -279184.843750 Penalty: 4030.606445
	Iteration 63Q: 3 clusters Score -279184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -279184.937500 Penalty: 4030.606445
	Iteration 64Q: 3 clusters Score -279184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -279186.125000 Penalty: 4030.606445
	Iteration 65Q: 3 clusters Score -279186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -279188.281250 Penalty: 4030.606445
	Iteration 66Q: 3 clusters Score -279188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -279188.406250 Penalty: 4030.606445
	Iteration 67Q: 3 clusters Score -279188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -279188.406250 Penalty: 4030.606445
	Iteration 68F: 3 clusters Score -279188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Entering Unmasked Estep 
Score: -3644045.000000 Penalty: 2641.865723
	Iteration 0F: 2 clusters Score -3644045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3615577.750000 Penalty: 5283.731445
	Iteration 0F: 3 clusters Score -3615578 nChanged 19371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3626560.000000 Penalty: 5283.731445
	Iteration 1F: 3 clusters Score -3626560 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3627701.750000 Penalty: 5283.731445
	Iteration 2F: 3 clusters Score -3627702 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3629046.500000 Penalty: 5283.731445
	Iteration 3F: 3 clusters Score -3629046 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3630490.750000 Penalty: 5283.731445
	Iteration 4F: 3 clusters Score -3630491 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3631841.500000 Penalty: 5283.731445
	Iteration 5F: 3 clusters Score -3631842 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3632991.750000 Penalty: 5283.731445
	Iteration 6F: 3 clusters Score -3632992 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3634065.250000 Penalty: 5283.731445
	Iteration 7F: 3 clusters Score -3634065 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3634925.500000 Penalty: 5283.731445
	Iteration 8Q: 3 clusters Score -3634926 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3635555.750000 Penalty: 5283.731445
	Iteration 9Q: 3 clusters Score -3635556 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3636079.000000 Penalty: 5283.731445
	Iteration 10Q: 3 clusters Score -3636079 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3636503.750000 Penalty: 5283.731445
	Iteration 11Q: 3 clusters Score -3636504 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3636903.250000 Penalty: 5283.731445
	Iteration 12Q: 3 clusters Score -3636903 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3637227.500000 Penalty: 5283.731445
	Iteration 13Q: 3 clusters Score -3637228 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3637520.750000 Penalty: 5283.731445
	Iteration 14Q: 3 clusters Score -3637521 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3637825.000000 Penalty: 5283.731445
	Iteration 15Q: 3 clusters Score -3637825 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -3638116.250000 Penalty: 5283.731445
	Iteration 16Q: 3 clusters Score -3638116 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -3638410.250000 Penalty: 5283.731445
	Iteration 17Q: 3 clusters Score -3638410 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -3638656.000000 Penalty: 5283.731445
	Iteration 18Q: 3 clusters Score -3638656 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -3638885.750000 Penalty: 5283.731445
	Iteration 19Q: 3 clusters Score -3638886 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3639125.250000 Penalty: 5283.731445
	Iteration 20F: 3 clusters Score -3639125 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -3639331.750000 Penalty: 5283.731445
	Iteration 21Q: 3 clusters Score -3639332 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -3639519.000000 Penalty: 5283.731445
	Iteration 22Q: 3 clusters Score -3639519 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3639696.250000 Penalty: 5283.731445
	Iteration 23Q: 3 clusters Score -3639696 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -3639851.750000 Penalty: 5283.731445
	Iteration 24Q: 3 clusters Score -3639852 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -3640035.250000 Penalty: 5283.731445
	Iteration 25Q: 3 clusters Score -3640035 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -3640256.000000 Penalty: 5283.731445
	Iteration 26Q: 3 clusters Score -3640256 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -3640489.750000 Penalty: 5283.731445
	Iteration 27Q: 3 clusters Score -3640490 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -3640728.500000 Penalty: 5283.731445
	Iteration 28Q: 3 clusters Score -3640728 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -3640949.500000 Penalty: 5283.731445
	Iteration 29Q: 3 clusters Score -3640950 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -3641190.500000 Penalty: 5283.731445
	Iteration 30Q: 3 clusters Score -3641190 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -3641380.500000 Penalty: 5283.731445
	Iteration 31Q: 3 clusters Score -3641380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -3641547.250000 Penalty: 5283.731445
	Iteration 32Q: 3 clusters Score -3641547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -3641653.000000 Penalty: 5283.731445
	Iteration 33Q: 3 clusters Score -3641653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -3641704.750000 Penalty: 5283.731445
	Iteration 34Q: 3 clusters Score -3641705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -3641731.000000 Penalty: 5283.731445
	Iteration 35Q: 3 clusters Score -3641731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -3641741.500000 Penalty: 5283.731445
	Iteration 36Q: 3 clusters Score -3641742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -3641753.500000 Penalty: 5283.731445
	Iteration 37Q: 3 clusters Score -3641754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -3641766.250000 Penalty: 5283.731445
	Iteration 38Q: 3 clusters Score -3641766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -3641774.500000 Penalty: 5283.731445
	Iteration 39Q: 3 clusters Score -3641774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -3641782.500000 Penalty: 5283.731445
	Iteration 40F: 3 clusters Score -3641782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -3641796.750000 Penalty: 5283.731445
	Iteration 41Q: 3 clusters Score -3641797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -3641802.750000 Penalty: 5283.731445
	Iteration 42Q: 3 clusters Score -3641803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -3641815.750000 Penalty: 5283.731445
	Iteration 43Q: 3 clusters Score -3641816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -3641818.500000 Penalty: 5283.731445
	Iteration 44Q: 3 clusters Score -3641818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -3641820.000000 Penalty: 5283.731445
	Iteration 45Q: 3 clusters Score -3641820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -3641828.250000 Penalty: 5283.731445
	Iteration 46Q: 3 clusters Score -3641828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -3641836.250000 Penalty: 5283.731445
	Iteration 47Q: 3 clusters Score -3641836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -3641836.750000 Penalty: 5283.731445
	Iteration 48Q: 3 clusters Score -3641837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -3641845.250000 Penalty: 5283.731445
	Iteration 49Q: 3 clusters Score -3641845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -3641854.250000 Penalty: 5283.731445
	Iteration 50Q: 3 clusters Score -3641854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -3641861.250000 Penalty: 5283.731445
	Iteration 51Q: 3 clusters Score -3641861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -3641860.750000 Penalty: 5283.731445
	Iteration 52Q: 3 clusters Score -3641861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -3641858.250000 Penalty: 5283.731445
	Iteration 53Q: 3 clusters Score -3641858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -3641863.000000 Penalty: 5283.731445
	Iteration 54Q: 3 clusters Score -3641863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -3641863.000000 Penalty: 5283.731445
	Iteration 55F: 3 clusters Score -3641863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Entering Unmasked Estep 
Score: -1609620.875000 Penalty: 2433.125244
	Iteration 0F: 2 clusters Score -1609621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1596693.250000 Penalty: 4866.250488
	Iteration 0F: 3 clusters Score -1596693 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1600908.750000 Penalty: 4866.250488
	Iteration 1F: 3 clusters Score -1600909 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1601255.875000 Penalty: 4866.250488
	Iteration 2F: 3 clusters Score -1601256 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1601537.500000 Penalty: 4866.250488
	Iteration 3Q: 3 clusters Score -1601538 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1601765.500000 Penalty: 4866.250488
	Iteration 4Q: 3 clusters Score -1601766 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1601988.500000 Penalty: 4866.250488
	Iteration 5Q: 3 clusters Score -1601988 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1602186.125000 Penalty: 4866.250488
	Iteration 6Q: 3 clusters Score -1602186 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1602371.625000 Penalty: 4866.250488
	Iteration 7Q: 3 clusters Score -1602372 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1602544.500000 Penalty: 4866.250488
	Iteration 8Q: 3 clusters Score -1602544 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1602704.375000 Penalty: 4866.250488
	Iteration 9Q: 3 clusters Score -1602704 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1602911.000000 Penalty: 4866.250488
	Iteration 10Q: 3 clusters Score -1602911 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1603153.000000 Penalty: 4866.250488
	Iteration 11Q: 3 clusters Score -1603153 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1603504.875000 Penalty: 4866.250488
	Iteration 12Q: 3 clusters Score -1603505 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1603921.125000 Penalty: 4866.250488
	Iteration 13Q: 3 clusters Score -1603921 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1604430.250000 Penalty: 4866.250488
	Iteration 14Q: 3 clusters Score -1604430 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1605060.875000 Penalty: 4866.250488
	Iteration 15F: 3 clusters Score -1605061 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1605796.875000 Penalty: 4866.250488
	Iteration 16F: 3 clusters Score -1605797 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1606551.500000 Penalty: 4866.250488
	Iteration 17Q: 3 clusters Score -1606552 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1607104.875000 Penalty: 4866.250488
	Iteration 18Q: 3 clusters Score -1607105 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1607437.875000 Penalty: 4866.250488
	Iteration 19Q: 3 clusters Score -1607438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1607640.625000 Penalty: 4866.250488
	Iteration 20F: 3 clusters Score -1607641 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1607787.875000 Penalty: 4866.250488
	Iteration 21Q: 3 clusters Score -1607788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1607870.750000 Penalty: 4866.250488
	Iteration 22Q: 3 clusters Score -1607871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1607941.875000 Penalty: 4866.250488
	Iteration 23Q: 3 clusters Score -1607942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1607971.250000 Penalty: 4866.250488
	Iteration 24Q: 3 clusters Score -1607971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1607984.750000 Penalty: 4866.250488
	Iteration 25Q: 3 clusters Score -1607985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1607994.875000 Penalty: 4866.250488
	Iteration 26Q: 3 clusters Score -1607995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1608008.625000 Penalty: 4866.250488
	Iteration 27Q: 3 clusters Score -1608009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1608019.125000 Penalty: 4866.250488
	Iteration 28Q: 3 clusters Score -1608019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1608034.500000 Penalty: 4866.250488
	Iteration 29Q: 3 clusters Score -1608034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1608039.625000 Penalty: 4866.250488
	Iteration 30Q: 3 clusters Score -1608040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1608042.125000 Penalty: 4866.250488
	Iteration 31Q: 3 clusters Score -1608042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1608042.375000 Penalty: 4866.250488
	Iteration 32Q: 3 clusters Score -1608042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1608042.375000 Penalty: 4866.250488
	Iteration 33F: 3 clusters Score -1608042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Entering Unmasked Estep 
Score: -2892430.750000 Penalty: 2586.314941
	Iteration 0F: 2 clusters Score -2892431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2869419.250000 Penalty: 5172.629883
	Iteration 0F: 3 clusters Score -2869419 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2877952.250000 Penalty: 5172.629883
	Iteration 1F: 3 clusters Score -2877952 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2878628.250000 Penalty: 5172.629883
	Iteration 2F: 3 clusters Score -2878628 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2879421.250000 Penalty: 5172.629883
	Iteration 3F: 3 clusters Score -2879421 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2880466.500000 Penalty: 5172.629883
	Iteration 4F: 3 clusters Score -2880466 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2881866.500000 Penalty: 5172.629883
	Iteration 5F: 3 clusters Score -2881866 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2883643.750000 Penalty: 5172.629883
	Iteration 6F: 3 clusters Score -2883644 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2885547.500000 Penalty: 5172.629883
	Iteration 7F: 3 clusters Score -2885548 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2887124.250000 Penalty: 5172.629883
	Iteration 8F: 3 clusters Score -2887124 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2888188.750000 Penalty: 5172.629883
	Iteration 9Q: 3 clusters Score -2888189 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2888856.000000 Penalty: 5172.629883
	Iteration 10Q: 3 clusters Score -2888856 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2889358.000000 Penalty: 5172.629883
	Iteration 11Q: 3 clusters Score -2889358 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2889848.500000 Penalty: 5172.629883
	Iteration 12Q: 3 clusters Score -2889848 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2890243.500000 Penalty: 5172.629883
	Iteration 13Q: 3 clusters Score -2890244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2890417.000000 Penalty: 5172.629883
	Iteration 14Q: 3 clusters Score -2890417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2890520.000000 Penalty: 5172.629883
	Iteration 15Q: 3 clusters Score -2890520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2890558.750000 Penalty: 5172.629883
	Iteration 16Q: 3 clusters Score -2890559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2890590.250000 Penalty: 5172.629883
	Iteration 17Q: 3 clusters Score -2890590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2890599.500000 Penalty: 5172.629883
	Iteration 18Q: 3 clusters Score -2890600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2890615.750000 Penalty: 5172.629883
	Iteration 19Q: 3 clusters Score -2890616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2890622.000000 Penalty: 5172.629883
	Iteration 20F: 3 clusters Score -2890622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2890627.250000 Penalty: 5172.629883
	Iteration 21Q: 3 clusters Score -2890627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2890632.750000 Penalty: 5172.629883
	Iteration 22Q: 3 clusters Score -2890633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2890638.250000 Penalty: 5172.629883
	Iteration 23Q: 3 clusters Score -2890638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2890642.000000 Penalty: 5172.629883
	Iteration 24Q: 3 clusters Score -2890642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2890643.500000 Penalty: 5172.629883
	Iteration 25Q: 3 clusters Score -2890644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2890650.000000 Penalty: 5172.629883
	Iteration 26Q: 3 clusters Score -2890650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2890658.500000 Penalty: 5172.629883
	Iteration 27Q: 3 clusters Score -2890658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2890662.500000 Penalty: 5172.629883
	Iteration 28Q: 3 clusters Score -2890662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2890664.000000 Penalty: 5172.629883
	Iteration 29Q: 3 clusters Score -2890664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2890664.750000 Penalty: 5172.629883
	Iteration 30Q: 3 clusters Score -2890665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2890665.250000 Penalty: 5172.629883
	Iteration 31Q: 3 clusters Score -2890665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2890666.000000 Penalty: 5172.629883
	Iteration 32Q: 3 clusters Score -2890666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2890666.000000 Penalty: 5172.629883
	Iteration 33F: 3 clusters Score -2890666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -232588.062500 Penalty: 1973.640381
	Iteration 0F: 2 clusters Score -232588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -229396.859375 Penalty: 3947.280762
	Iteration 0F: 3 clusters Score -229396.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -230061.359375 Penalty: 3947.280762
	Iteration 1F: 3 clusters Score -230061.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -230252.687500 Penalty: 3947.280762
	Iteration 2F: 3 clusters Score -230252.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -230378.406250 Penalty: 3947.280762
	Iteration 3F: 3 clusters Score -230378.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -230490.859375 Penalty: 3947.280762
	Iteration 4Q: 3 clusters Score -230490.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -230583.843750 Penalty: 3947.280762
	Iteration 5Q: 3 clusters Score -230583.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230689.968750 Penalty: 3947.280762
	Iteration 6Q: 3 clusters Score -230690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -230768.265625 Penalty: 3947.280762
	Iteration 7Q: 3 clusters Score -230768.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -230840.281250 Penalty: 3947.280762
	Iteration 8Q: 3 clusters Score -230840.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -230904.890625 Penalty: 3947.280762
	Iteration 9Q: 3 clusters Score -230904.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -230951.718750 Penalty: 3947.280762
	Iteration 10Q: 3 clusters Score -230951.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -230995.703125 Penalty: 3947.280762
	Iteration 11Q: 3 clusters Score -230995.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -231046.375000 Penalty: 3947.280762
	Iteration 12Q: 3 clusters Score -231046.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -231102.250000 Penalty: 3947.280762
	Iteration 13Q: 3 clusters Score -231102.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -231141.218750 Penalty: 3947.280762
	Iteration 14Q: 3 clusters Score -231141.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -231179.062500 Penalty: 3947.280762
	Iteration 15Q: 3 clusters Score -231179.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -231196.000000 Penalty: 3947.280762
	Iteration 16Q: 3 clusters Score -231196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231204.078125 Penalty: 3947.280762
	Iteration 17Q: 3 clusters Score -231204.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -231216.609375 Penalty: 3947.280762
	Iteration 18Q: 3 clusters Score -231216.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -231225.734375 Penalty: 3947.280762
	Iteration 19Q: 3 clusters Score -231225.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231236.531250 Penalty: 3947.280762
	Iteration 20F: 3 clusters Score -231236.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231247.906250 Penalty: 3947.280762
	Iteration 21Q: 3 clusters Score -231247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -231256.125000 Penalty: 3947.280762
	Iteration 22Q: 3 clusters Score -231256.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -231262.359375 Penalty: 3947.280762
	Iteration 23Q: 3 clusters Score -231262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -231265.593750 Penalty: 3947.280762
	Iteration 24Q: 3 clusters Score -231265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -231268.968750 Penalty: 3947.280762
	Iteration 25Q: 3 clusters Score -231269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231272.703125 Penalty: 3947.280762
	Iteration 26Q: 3 clusters Score -231272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231273.609375 Penalty: 3947.280762
	Iteration 27Q: 3 clusters Score -231273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231274.671875 Penalty: 3947.280762
	Iteration 28Q: 3 clusters Score -231274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231275.015625 Penalty: 3947.280762
	Iteration 29Q: 3 clusters Score -231275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231276.953125 Penalty: 3947.280762
	Iteration 30Q: 3 clusters Score -231277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231280.078125 Penalty: 3947.280762
	Iteration 31Q: 3 clusters Score -231280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231282.312500 Penalty: 3947.280762
	Iteration 32Q: 3 clusters Score -231282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -231285.093750 Penalty: 3947.280762
	Iteration 33Q: 3 clusters Score -231285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -231286.687500 Penalty: 3947.280762
	Iteration 34Q: 3 clusters Score -231286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -231287.718750 Penalty: 3947.280762
	Iteration 35Q: 3 clusters Score -231287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -231289.859375 Penalty: 3947.280762
	Iteration 36Q: 3 clusters Score -231289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -231293.015625 Penalty: 3947.280762
	Iteration 37Q: 3 clusters Score -231293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231293.890625 Penalty: 3947.280762
	Iteration 38Q: 3 clusters Score -231293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231294.765625 Penalty: 3947.280762
	Iteration 39Q: 3 clusters Score -231294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -231296.234375 Penalty: 3947.280762
	Iteration 40F: 3 clusters Score -231296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231300.359375 Penalty: 3947.280762
	Iteration 41Q: 3 clusters Score -231300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -231302.531250 Penalty: 3947.280762
	Iteration 42Q: 3 clusters Score -231302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231303.406250 Penalty: 3947.280762
	Iteration 43Q: 3 clusters Score -231303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231304.953125 Penalty: 3947.280762
	Iteration 44Q: 3 clusters Score -231305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -231306.843750 Penalty: 3947.280762
	Iteration 45Q: 3 clusters Score -231306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -231307.265625 Penalty: 3947.280762
	Iteration 46Q: 3 clusters Score -231307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -231308.250000 Penalty: 3947.280762
	Iteration 47Q: 3 clusters Score -231308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -231308.250000 Penalty: 3947.280762
	Iteration 48F: 3 clusters Score -231308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -22881.111328 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -22881.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21606.591797 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -21606.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21752.273438 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -21752.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21795.181641 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -21795.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21828.613281 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -21828.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21844.519531 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -21844.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21850.666016 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -21850.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21853.314453 Penalty: 2840.516357
	Iteration 6Q: 3 clusters Score -21853.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21872.281250 Penalty: 2840.516357
	Iteration 7Q: 3 clusters Score -21872.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21879.761719 Penalty: 2840.516357
	Iteration 8Q: 3 clusters Score -21879.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21879.761719 Penalty: 2840.516357
	Iteration 9F: 3 clusters Score -21879.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147123 members 
Entering Unmasked Estep 
Score: -13344353.000000 Penalty: 2950.958008
	Iteration 0F: 2 clusters Score -1.334435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -13245716.000000 Penalty: 5901.916016
	Iteration 0F: 3 clusters Score -1.324572e+07 nChanged 70502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -13287598.000000 Penalty: 5901.916016
	Iteration 1F: 3 clusters Score -1.32876e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -13289868.000000 Penalty: 5901.916016
	Iteration 2Q: 3 clusters Score -1.328987e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -13293777.000000 Penalty: 5901.916016
	Iteration 3F: 3 clusters Score -1.329378e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -13300347.000000 Penalty: 5901.916016
	Iteration 4F: 3 clusters Score -1.330035e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -13308701.000000 Penalty: 5901.916016
	Iteration 5F: 3 clusters Score -1.33087e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -13316521.000000 Penalty: 5901.916016
	Iteration 6F: 3 clusters Score -1.331652e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -13321872.000000 Penalty: 5901.916016
	Iteration 7F: 3 clusters Score -1.332187e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -13325473.000000 Penalty: 5901.916016
	Iteration 8Q: 3 clusters Score -1.332547e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -13328199.000000 Penalty: 5901.916016
	Iteration 9Q: 3 clusters Score -1.33282e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -13331049.000000 Penalty: 5901.916016
	Iteration 10Q: 3 clusters Score -1.333105e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -13333920.000000 Penalty: 5901.916016
	Iteration 11Q: 3 clusters Score -1.333392e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 135825 members 
Entering Unmasked Estep 
Score: -13336462.000000 Penalty: 5901.916016
	Iteration 12Q: 3 clusters Score -1.333646e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 138003 members 
Entering Unmasked Estep 
Score: -13338525.000000 Penalty: 5901.916016
	Iteration 13Q: 3 clusters Score -1.333852e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -13339995.000000 Penalty: 5901.916016
	Iteration 14Q: 3 clusters Score -1.334e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 140199 members 
Entering Unmasked Estep 
Score: -13340933.000000 Penalty: 5901.916016
	Iteration 15Q: 3 clusters Score -1.334093e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -13341418.000000 Penalty: 5901.916016
	Iteration 16Q: 3 clusters Score -1.334142e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -13341647.000000 Penalty: 5901.916016
	Iteration 17Q: 3 clusters Score -1.334165e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -13341830.000000 Penalty: 5901.916016
	Iteration 18Q: 3 clusters Score -1.334183e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 141829 members 
Entering Unmasked Estep 
Score: -13341891.000000 Penalty: 5901.916016
	Iteration 19Q: 3 clusters Score -1.334189e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -13341971.000000 Penalty: 5901.916016
	Iteration 20F: 3 clusters Score -1.334197e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -13342030.000000 Penalty: 5901.916016
	Iteration 21Q: 3 clusters Score -1.334203e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 142500 members 
Entering Unmasked Estep 
Score: -13342124.000000 Penalty: 5901.916016
	Iteration 22Q: 3 clusters Score -1.334212e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -13342167.000000 Penalty: 5901.916016
	Iteration 23Q: 3 clusters Score -1.334217e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 142834 members 
Entering Unmasked Estep 
Score: -13342190.000000 Penalty: 5901.916016
	Iteration 24Q: 3 clusters Score -1.334219e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 142974 members 
Entering Unmasked Estep 
Score: -13342238.000000 Penalty: 5901.916016
	Iteration 25Q: 3 clusters Score -1.334224e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -13342264.000000 Penalty: 5901.916016
	Iteration 26Q: 3 clusters Score -1.334226e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -13342288.000000 Penalty: 5901.916016
	Iteration 27Q: 3 clusters Score -1.334229e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -13342317.000000 Penalty: 5901.916016
	Iteration 28Q: 3 clusters Score -1.334232e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -13342370.000000 Penalty: 5901.916016
	Iteration 29Q: 3 clusters Score -1.334237e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -13342380.000000 Penalty: 5901.916016
	Iteration 30Q: 3 clusters Score -1.334238e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -13342389.000000 Penalty: 5901.916016
	Iteration 31Q: 3 clusters Score -1.334239e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -13342423.000000 Penalty: 5901.916016
	Iteration 32Q: 3 clusters Score -1.334242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -13342389.000000 Penalty: 5901.916016
	Iteration 33Q: 3 clusters Score -1.334239e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -13342414.000000 Penalty: 5901.916016
	Iteration 34Q: 3 clusters Score -1.334241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -13342437.000000 Penalty: 5901.916016
	Iteration 35Q: 3 clusters Score -1.334244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 143864 members 
Entering Unmasked Estep 
Score: -13342442.000000 Penalty: 5901.916016
	Iteration 36Q: 3 clusters Score -1.334244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -13342439.000000 Penalty: 5901.916016
	Iteration 37Q: 3 clusters Score -1.334244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 143931 members 
Entering Unmasked Estep 
Score: -13342444.000000 Penalty: 5901.916016
	Iteration 38Q: 3 clusters Score -1.334244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -13342430.000000 Penalty: 5901.916016
	Iteration 39Q: 3 clusters Score -1.334243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 143976 members 
Entering Unmasked Estep 
Score: -13342441.000000 Penalty: 5901.916016
	Iteration 40F: 3 clusters Score -1.334244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -13342454.000000 Penalty: 5901.916016
	Iteration 41Q: 3 clusters Score -1.334245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 144009 members 
Entering Unmasked Estep 
Score: -13342449.000000 Penalty: 5901.916016
	Iteration 42Q: 3 clusters Score -1.334245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 144027 members 
Entering Unmasked Estep 
Score: -13342443.000000 Penalty: 5901.916016
	Iteration 43Q: 3 clusters Score -1.334244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -13342433.000000 Penalty: 5901.916016
	Iteration 44Q: 3 clusters Score -1.334243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 144046 members 
Entering Unmasked Estep 
Score: -13342454.000000 Penalty: 5901.916016
	Iteration 45Q: 3 clusters Score -1.334245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -13342455.000000 Penalty: 5901.916016
	Iteration 46Q: 3 clusters Score -1.334246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -13342448.000000 Penalty: 5901.916016
	Iteration 47Q: 3 clusters Score -1.334245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -13342465.000000 Penalty: 5901.916016
	Iteration 48Q: 3 clusters Score -1.334246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 144063 members 
Entering Unmasked Estep 
Score: -13342467.000000 Penalty: 5901.916016
	Iteration 49Q: 3 clusters Score -1.334247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 144065 members 
Entering Unmasked Estep 
Score: -13342480.000000 Penalty: 5901.916016
	Iteration 50Q: 3 clusters Score -1.334248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 144068 members 
Entering Unmasked Estep 
Score: -13342489.000000 Penalty: 5901.916016
	Iteration 51Q: 3 clusters Score -1.334249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 144070 members 
Entering Unmasked Estep 
Score: -13342481.000000 Penalty: 5901.916016
	Iteration 52Q: 3 clusters Score -1.334248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 144075 members 
Entering Unmasked Estep 
Score: -13342472.000000 Penalty: 5901.916016
	Iteration 53Q: 3 clusters Score -1.334247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -13342471.000000 Penalty: 5901.916016
	Iteration 54Q: 3 clusters Score -1.334247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 144084 members 
Entering Unmasked Estep 
Score: -13342467.000000 Penalty: 5901.916016
	Iteration 55Q: 3 clusters Score -1.334247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 144088 members 
Entering Unmasked Estep 
Score: -13342475.000000 Penalty: 5901.916016
	Iteration 56Q: 3 clusters Score -1.334248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 144093 members 
Entering Unmasked Estep 
Score: -13342478.000000 Penalty: 5901.916016
	Iteration 57Q: 3 clusters Score -1.334248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -13342480.000000 Penalty: 5901.916016
	Iteration 58Q: 3 clusters Score -1.334248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 144108 members 
Entering Unmasked Estep 
Score: -13342475.000000 Penalty: 5901.916016
	Iteration 59Q: 3 clusters Score -1.334248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -13342472.000000 Penalty: 5901.916016
	Iteration 60F: 3 clusters Score -1.334247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -13342472.000000 Penalty: 5901.916016
	Iteration 61Q: 3 clusters Score -1.334247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -13342468.000000 Penalty: 5901.916016
	Iteration 62Q: 3 clusters Score -1.334247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -13342480.000000 Penalty: 5901.916016
	Iteration 63Q: 3 clusters Score -1.334248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -13342473.000000 Penalty: 5901.916016
	Iteration 64Q: 3 clusters Score -1.334247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -13342472.000000 Penalty: 5901.916016
	Iteration 65Q: 3 clusters Score -1.334247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 144123 members 
Entering Unmasked Estep 
Score: -13342472.000000 Penalty: 5901.916016
	Iteration 66Q: 3 clusters Score -1.334247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 144127 members 
Entering Unmasked Estep 
Score: -13342470.000000 Penalty: 5901.916016
	Iteration 67Q: 3 clusters Score -1.334247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 144132 members 
Entering Unmasked Estep 
Score: -13342476.000000 Penalty: 5901.916016
	Iteration 68Q: 3 clusters Score -1.334248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 144136 members 
Entering Unmasked Estep 
Score: -13342485.000000 Penalty: 5901.916016
	Iteration 69Q: 3 clusters Score -1.334248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -13342477.000000 Penalty: 5901.916016
	Iteration 70Q: 3 clusters Score -1.334248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -13342475.000000 Penalty: 5901.916016
	Iteration 71Q: 3 clusters Score -1.334248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -13342486.000000 Penalty: 5901.916016
	Iteration 72Q: 3 clusters Score -1.334249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -13342483.000000 Penalty: 5901.916016
	Iteration 73Q: 3 clusters Score -1.334248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -13342475.000000 Penalty: 5901.916016
	Iteration 74Q: 3 clusters Score -1.334248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -13342479.000000 Penalty: 5901.916016
	Iteration 75Q: 3 clusters Score -1.334248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 144149 members 
Entering Unmasked Estep 
Score: -13342480.000000 Penalty: 5901.916016
	Iteration 76Q: 3 clusters Score -1.334248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -13342480.000000 Penalty: 5901.916016
	Iteration 77Q: 3 clusters Score -1.334248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -13342486.000000 Penalty: 5901.916016
	Iteration 78Q: 3 clusters Score -1.334249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -13342486.000000 Penalty: 5901.916016
	Iteration 79F: 3 clusters Score -1.334249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Entering Unmasked Estep 
Score: -1413611.000000 Penalty: 2412.515137
	Iteration 0F: 2 clusters Score -1413611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1401703.750000 Penalty: 4825.030273
	Iteration 0F: 3 clusters Score -1401704 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1405832.375000 Penalty: 4825.030273
	Iteration 1F: 3 clusters Score -1405832 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1406410.750000 Penalty: 4825.030273
	Iteration 2F: 3 clusters Score -1406411 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1407027.125000 Penalty: 4825.030273
	Iteration 3F: 3 clusters Score -1407027 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1407688.000000 Penalty: 4825.030273
	Iteration 4F: 3 clusters Score -1407688 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1408418.750000 Penalty: 4825.030273
	Iteration 5F: 3 clusters Score -1408419 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1409109.000000 Penalty: 4825.030273
	Iteration 6F: 3 clusters Score -1409109 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1409765.000000 Penalty: 4825.030273
	Iteration 7F: 3 clusters Score -1409765 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1410430.000000 Penalty: 4825.030273
	Iteration 8F: 3 clusters Score -1410430 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1411138.500000 Penalty: 4825.030273
	Iteration 9Q: 3 clusters Score -1411138 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1411793.500000 Penalty: 4825.030273
	Iteration 10Q: 3 clusters Score -1411794 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1412277.000000 Penalty: 4825.030273
	Iteration 11Q: 3 clusters Score -1412277 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1412604.625000 Penalty: 4825.030273
	Iteration 12Q: 3 clusters Score -1412605 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1412805.500000 Penalty: 4825.030273
	Iteration 13Q: 3 clusters Score -1412806 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1412931.750000 Penalty: 4825.030273
	Iteration 14Q: 3 clusters Score -1412932 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1413012.625000 Penalty: 4825.030273
	Iteration 15Q: 3 clusters Score -1413013 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1413081.125000 Penalty: 4825.030273
	Iteration 16Q: 3 clusters Score -1413081 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1413131.000000 Penalty: 4825.030273
	Iteration 17Q: 3 clusters Score -1413131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1413158.375000 Penalty: 4825.030273
	Iteration 18Q: 3 clusters Score -1413158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1413185.375000 Penalty: 4825.030273
	Iteration 19Q: 3 clusters Score -1413185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1413202.125000 Penalty: 4825.030273
	Iteration 20F: 3 clusters Score -1413202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1413210.625000 Penalty: 4825.030273
	Iteration 21Q: 3 clusters Score -1413211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1413217.000000 Penalty: 4825.030273
	Iteration 22Q: 3 clusters Score -1413217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1413223.625000 Penalty: 4825.030273
	Iteration 23Q: 3 clusters Score -1413224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1413230.500000 Penalty: 4825.030273
	Iteration 24Q: 3 clusters Score -1413230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1413228.000000 Penalty: 4825.030273
	Iteration 25Q: 3 clusters Score -1413228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1413236.125000 Penalty: 4825.030273
	Iteration 26Q: 3 clusters Score -1413236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1413241.250000 Penalty: 4825.030273
	Iteration 27Q: 3 clusters Score -1413241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1413240.500000 Penalty: 4825.030273
	Iteration 28Q: 3 clusters Score -1413240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1413244.625000 Penalty: 4825.030273
	Iteration 29Q: 3 clusters Score -1413245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1413249.000000 Penalty: 4825.030273
	Iteration 30Q: 3 clusters Score -1413249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1413252.625000 Penalty: 4825.030273
	Iteration 31Q: 3 clusters Score -1413253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1413251.125000 Penalty: 4825.030273
	Iteration 32Q: 3 clusters Score -1413251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1413252.875000 Penalty: 4825.030273
	Iteration 33Q: 3 clusters Score -1413253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1413255.500000 Penalty: 4825.030273
	Iteration 34Q: 3 clusters Score -1413256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1413254.000000 Penalty: 4825.030273
	Iteration 35Q: 3 clusters Score -1413254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1413253.250000 Penalty: 4825.030273
	Iteration 36Q: 3 clusters Score -1413253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1413254.250000 Penalty: 4825.030273
	Iteration 37Q: 3 clusters Score -1413254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1413254.250000 Penalty: 4825.030273
	Iteration 38Q: 3 clusters Score -1413254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1413253.750000 Penalty: 4825.030273
	Iteration 39Q: 3 clusters Score -1413254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1413253.000000 Penalty: 4825.030273
	Iteration 40F: 3 clusters Score -1413253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1413254.000000 Penalty: 4825.030273
	Iteration 41Q: 3 clusters Score -1413254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1413256.875000 Penalty: 4825.030273
	Iteration 42Q: 3 clusters Score -1413257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1413256.875000 Penalty: 4825.030273
	Iteration 43F: 3 clusters Score -1413257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -533382.750000 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -533382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -528008.437500 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -528008.4 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -529589.000000 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -529589 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -530056.375000 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -530056.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -530465.062500 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -530465.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -530846.375000 Penalty: 4350.060547
	Iteration 4F: 3 clusters Score -530846.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -531200.000000 Penalty: 4350.060547
	Iteration 5F: 3 clusters Score -531200 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -531530.687500 Penalty: 4350.060547
	Iteration 6F: 3 clusters Score -531530.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -531878.812500 Penalty: 4350.060547
	Iteration 7F: 3 clusters Score -531878.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -532191.687500 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -532191.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -532450.000000 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -532450 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -532664.812500 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -532664.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -532835.062500 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -532835.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -533119.187500 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -533119.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -533435.000000 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -533435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -533665.750000 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -533665.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -533725.250000 Penalty: 4350.060547
	Iteration 15Q: 3 clusters Score -533725.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -533757.187500 Penalty: 4350.060547
	Iteration 16Q: 3 clusters Score -533757.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -533777.562500 Penalty: 4350.060547
	Iteration 17Q: 3 clusters Score -533777.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -533787.125000 Penalty: 4350.060547
	Iteration 18Q: 3 clusters Score -533787.1 nChanged 15
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: -533791.937500 Penalty: 4350.060547
	Iteration 19Q: 3 clusters Score -533791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -533799.687500 Penalty: 4350.060547
	Iteration 20F: 3 clusters Score -533799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -533809.812500 Penalty: 4350.060547
	Iteration 21Q: 3 clusters Score -533809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -533823.812500 Penalty: 4350.060547
	Iteration 22Q: 3 clusters Score -533823.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -533831.625000 Penalty: 4350.060547
	Iteration 23Q: 3 clusters Score -533831.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -533838.437500 Penalty: 4350.060547
	Iteration 24Q: 3 clusters Score -533838.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -533845.187500 Penalty: 4350.060547
	Iteration 25Q: 3 clusters Score -533845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -533851.125000 Penalty: 4350.060547
	Iteration 26Q: 3 clusters Score -533851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -533853.000000 Penalty: 4350.060547
	Iteration 27Q: 3 clusters Score -533853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -533855.812500 Penalty: 4350.060547
	Iteration 28Q: 3 clusters Score -533855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -533856.562500 Penalty: 4350.060547
	Iteration 29Q: 3 clusters Score -533856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -533856.500000 Penalty: 4350.060547
	Iteration 30Q: 3 clusters Score -533856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -533857.312500 Penalty: 4350.060547
	Iteration 31Q: 3 clusters Score -533857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -533857.875000 Penalty: 4350.060547
	Iteration 32Q: 3 clusters Score -533857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -533858.687500 Penalty: 4350.060547
	Iteration 33Q: 3 clusters Score -533858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -533860.000000 Penalty: 4350.060547
	Iteration 34Q: 3 clusters Score -533860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -533860.937500 Penalty: 4350.060547
	Iteration 35Q: 3 clusters Score -533860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -533861.562500 Penalty: 4350.060547
	Iteration 36Q: 3 clusters Score -533861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -533864.312500 Penalty: 4350.060547
	Iteration 37Q: 3 clusters Score -533864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -533864.750000 Penalty: 4350.060547
	Iteration 38Q: 3 clusters Score -533864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -533864.750000 Penalty: 4350.060547
	Iteration 39F: 3 clusters Score -533864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 38097 members 
Mstep: Class 4 contains 136314 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42306 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 33816 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147123 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 410846 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 150739 members 
Mstep: Class 18 contains 67349 members 
Mstep: Class 19 contains 3784 members 
Mstep: Class 20 contains 61534 members 
Mstep: Class 21 contains 24465 members 
Mstep: Class 22 contains 237952 members 
Mstep: Class 23 contains 210584 members 
Mstep: Class 24 contains 24630 members 
Mstep: Class 25 contains 17046 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 22510 members 
Mstep: Class 30 contains 3301 members 
Entering Unmasked Estep 
Score: -146472160.000000 Penalty: 106759.125000
Splitting cluster 13 changes total score from -146473040.000000 to -146472160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -536634.312500 Penalty: 2147.527832
	Iteration 0F: 2 clusters Score -536634.3 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 2869 members 
Entering Unmasked Estep 
Score: -531641.500000 Penalty: 4295.055664
	Iteration 0F: 3 clusters Score -531641.5 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -532891.500000 Penalty: 4295.055664
	Iteration 1F: 3 clusters Score -532891.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -533064.437500 Penalty: 4295.055664
	Iteration 2F: 3 clusters Score -533064.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -533161.562500 Penalty: 4295.055664
	Iteration 3Q: 3 clusters Score -533161.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -533229.687500 Penalty: 4295.055664
	Iteration 4Q: 3 clusters Score -533229.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -533275.812500 Penalty: 4295.055664
	Iteration 5Q: 3 clusters Score -533275.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -533315.875000 Penalty: 4295.055664
	Iteration 6Q: 3 clusters Score -533315.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -533346.625000 Penalty: 4295.055664
	Iteration 7Q: 3 clusters Score -533346.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -533367.875000 Penalty: 4295.055664
	Iteration 8Q: 3 clusters Score -533367.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -533388.500000 Penalty: 4295.055664
	Iteration 9Q: 3 clusters Score -533388.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -533402.687500 Penalty: 4295.055664
	Iteration 10Q: 3 clusters Score -533402.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -533415.875000 Penalty: 4295.055664
	Iteration 11Q: 3 clusters Score -533415.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -533427.437500 Penalty: 4295.055664
	Iteration 12Q: 3 clusters Score -533427.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -533439.375000 Penalty: 4295.055664
	Iteration 13Q: 3 clusters Score -533439.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -533450.250000 Penalty: 4295.055664
	Iteration 14Q: 3 clusters Score -533450.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -533455.062500 Penalty: 4295.055664
	Iteration 15Q: 3 clusters Score -533455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -533460.875000 Penalty: 4295.055664
	Iteration 16Q: 3 clusters Score -533460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -533465.375000 Penalty: 4295.055664
	Iteration 17Q: 3 clusters Score -533465.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -533471.687500 Penalty: 4295.055664
	Iteration 18Q: 3 clusters Score -533471.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -533477.937500 Penalty: 4295.055664
	Iteration 19Q: 3 clusters Score -533477.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -533481.437500 Penalty: 4295.055664
	Iteration 20F: 3 clusters Score -533481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -533486.312500 Penalty: 4295.055664
	Iteration 21Q: 3 clusters Score -533486.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -533488.937500 Penalty: 4295.055664
	Iteration 22Q: 3 clusters Score -533488.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -533493.812500 Penalty: 4295.055664
	Iteration 23Q: 3 clusters Score -533493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -533499.687500 Penalty: 4295.055664
	Iteration 24Q: 3 clusters Score -533499.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -533503.625000 Penalty: 4295.055664
	Iteration 25Q: 3 clusters Score -533503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -533506.875000 Penalty: 4295.055664
	Iteration 26Q: 3 clusters Score -533506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -533510.312500 Penalty: 4295.055664
	Iteration 27Q: 3 clusters Score -533510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -533514.250000 Penalty: 4295.055664
	Iteration 28Q: 3 clusters Score -533514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -533515.062500 Penalty: 4295.055664
	Iteration 29Q: 3 clusters Score -533515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -533519.625000 Penalty: 4295.055664
	Iteration 30Q: 3 clusters Score -533519.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -533523.437500 Penalty: 4295.055664
	Iteration 31Q: 3 clusters Score -533523.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -533529.375000 Penalty: 4295.055664
	Iteration 32Q: 3 clusters Score -533529.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -533539.250000 Penalty: 4295.055664
	Iteration 33Q: 3 clusters Score -533539.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -533547.250000 Penalty: 4295.055664
	Iteration 34Q: 3 clusters Score -533547.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -533556.125000 Penalty: 4295.055664
	Iteration 35Q: 3 clusters Score -533556.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -533563.562500 Penalty: 4295.055664
	Iteration 36Q: 3 clusters Score -533563.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -533571.750000 Penalty: 4295.055664
	Iteration 37Q: 3 clusters Score -533571.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -533581.250000 Penalty: 4295.055664
	Iteration 38Q: 3 clusters Score -533581.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -533590.125000 Penalty: 4295.055664
	Iteration 39Q: 3 clusters Score -533590.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -533597.562500 Penalty: 4295.055664
	Iteration 40F: 3 clusters Score -533597.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -533608.000000 Penalty: 4295.055664
	Iteration 41Q: 3 clusters Score -533608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -533622.062500 Penalty: 4295.055664
	Iteration 42Q: 3 clusters Score -533622.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -533637.750000 Penalty: 4295.055664
	Iteration 43Q: 3 clusters Score -533637.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -533651.500000 Penalty: 4295.055664
	Iteration 44Q: 3 clusters Score -533651.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -533665.000000 Penalty: 4295.055664
	Iteration 45Q: 3 clusters Score -533665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -533679.500000 Penalty: 4295.055664
	Iteration 46Q: 3 clusters Score -533679.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -533704.750000 Penalty: 4295.055664
	Iteration 47Q: 3 clusters Score -533704.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -533736.937500 Penalty: 4295.055664
	Iteration 48Q: 3 clusters Score -533736.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -533776.625000 Penalty: 4295.055664
	Iteration 49Q: 3 clusters Score -533776.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -533816.062500 Penalty: 4295.055664
	Iteration 50Q: 3 clusters Score -533816.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -533857.750000 Penalty: 4295.055664
	Iteration 51Q: 3 clusters Score -533857.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -533912.562500 Penalty: 4295.055664
	Iteration 52Q: 3 clusters Score -533912.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -533983.250000 Penalty: 4295.055664
	Iteration 53Q: 3 clusters Score -533983.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -534051.437500 Penalty: 4295.055664
	Iteration 54Q: 3 clusters Score -534051.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -534116.062500 Penalty: 4295.055664
	Iteration 55Q: 3 clusters Score -534116.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -534203.187500 Penalty: 4295.055664
	Iteration 56Q: 3 clusters Score -534203.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -534314.187500 Penalty: 4295.055664
	Iteration 57Q: 3 clusters Score -534314.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -534386.437500 Penalty: 4295.055664
	Iteration 58Q: 3 clusters Score -534386.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -534439.500000 Penalty: 4295.055664
	Iteration 59Q: 3 clusters Score -534439.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -534483.937500 Penalty: 4295.055664
	Iteration 60F: 3 clusters Score -534483.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -534519.812500 Penalty: 4295.055664
	Iteration 61Q: 3 clusters Score -534519.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -534550.750000 Penalty: 4295.055664
	Iteration 62Q: 3 clusters Score -534550.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -534578.375000 Penalty: 4295.055664
	Iteration 63Q: 3 clusters Score -534578.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -534602.125000 Penalty: 4295.055664
	Iteration 64Q: 3 clusters Score -534602.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -534618.562500 Penalty: 4295.055664
	Iteration 65Q: 3 clusters Score -534618.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -534640.125000 Penalty: 4295.055664
	Iteration 66Q: 3 clusters Score -534640.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -534656.125000 Penalty: 4295.055664
	Iteration 67Q: 3 clusters Score -534656.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -534665.312500 Penalty: 4295.055664
	Iteration 68Q: 3 clusters Score -534665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -534672.000000 Penalty: 4295.055664
	Iteration 69Q: 3 clusters Score -534672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -534677.187500 Penalty: 4295.055664
	Iteration 70Q: 3 clusters Score -534677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -534681.937500 Penalty: 4295.055664
	Iteration 71Q: 3 clusters Score -534681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -534686.812500 Penalty: 4295.055664
	Iteration 72Q: 3 clusters Score -534686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -534689.875000 Penalty: 4295.055664
	Iteration 73Q: 3 clusters Score -534689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -534690.937500 Penalty: 4295.055664
	Iteration 74Q: 3 clusters Score -534690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -534692.625000 Penalty: 4295.055664
	Iteration 75Q: 3 clusters Score -534692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -534692.937500 Penalty: 4295.055664
	Iteration 76Q: 3 clusters Score -534692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -534693.687500 Penalty: 4295.055664
	Iteration 77Q: 3 clusters Score -534693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -534693.687500 Penalty: 4295.055664
	Iteration 78F: 3 clusters Score -534693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (410846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410846 members 
Entering Unmasked Estep 
Score: -36197764.000000 Penalty: 3205.641602
	Iteration 0F: 2 clusters Score -3.619776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204895 members 
Mstep: Class 2 contains 205951 members 
Entering Unmasked Estep 
Score: -35927156.000000 Penalty: 6411.283203
	Iteration 0F: 3 clusters Score -3.592716e+07 nChanged 199880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190063 members 
Mstep: Class 2 contains 220783 members 
Entering Unmasked Estep 
Score: -36048520.000000 Penalty: 6411.283203
	Iteration 1F: 3 clusters Score -3.604852e+07 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 230094 members 
Entering Unmasked Estep 
Score: -36053300.000000 Penalty: 6411.283203
	Iteration 2Q: 3 clusters Score -3.60533e+07 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 243908 members 
Entering Unmasked Estep 
Score: -36061472.000000 Penalty: 6411.283203
	Iteration 3Q: 3 clusters Score -3.606147e+07 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 263158 members 
Entering Unmasked Estep 
Score: -36075420.000000 Penalty: 6411.283203
	Iteration 4F: 3 clusters Score -3.607542e+07 nChanged 27684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 287642 members 
Entering Unmasked Estep 
Score: -36096420.000000 Penalty: 6411.283203
	Iteration 5F: 3 clusters Score -3.609642e+07 nChanged 29778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 314672 members 
Entering Unmasked Estep 
Score: -36121348.000000 Penalty: 6411.283203
	Iteration 6F: 3 clusters Score -3.612135e+07 nChanged 27439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 340145 members 
Entering Unmasked Estep 
Score: -36145844.000000 Penalty: 6411.283203
	Iteration 7F: 3 clusters Score -3.614584e+07 nChanged 21682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 360489 members 
Entering Unmasked Estep 
Score: -36163952.000000 Penalty: 6411.283203
	Iteration 8F: 3 clusters Score -3.616395e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 374003 members 
Entering Unmasked Estep 
Score: -36175524.000000 Penalty: 6411.283203
	Iteration 9Q: 3 clusters Score -3.617552e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 382637 members 
Entering Unmasked Estep 
Score: -36182652.000000 Penalty: 6411.283203
	Iteration 10Q: 3 clusters Score -3.618265e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 388252 members 
Entering Unmasked Estep 
Score: -36186540.000000 Penalty: 6411.283203
	Iteration 11Q: 3 clusters Score -3.618654e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 392210 members 
Entering Unmasked Estep 
Score: -36188944.000000 Penalty: 6411.283203
	Iteration 12Q: 3 clusters Score -3.618894e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 395111 members 
Entering Unmasked Estep 
Score: -36190484.000000 Penalty: 6411.283203
	Iteration 13Q: 3 clusters Score -3.619048e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 397377 members 
Entering Unmasked Estep 
Score: -36191620.000000 Penalty: 6411.283203
	Iteration 14Q: 3 clusters Score -3.619162e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 399161 members 
Entering Unmasked Estep 
Score: -36192364.000000 Penalty: 6411.283203
	Iteration 15Q: 3 clusters Score -3.619236e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 400609 members 
Entering Unmasked Estep 
Score: -36192972.000000 Penalty: 6411.283203
	Iteration 16Q: 3 clusters Score -3.619297e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 401780 members 
Entering Unmasked Estep 
Score: -36193392.000000 Penalty: 6411.283203
	Iteration 17Q: 3 clusters Score -3.619339e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 402677 members 
Entering Unmasked Estep 
Score: -36193760.000000 Penalty: 6411.283203
	Iteration 18Q: 3 clusters Score -3.619376e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 403409 members 
Entering Unmasked Estep 
Score: -36194032.000000 Penalty: 6411.283203
	Iteration 19Q: 3 clusters Score -3.619403e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 404043 members 
Entering Unmasked Estep 
Score: -36194284.000000 Penalty: 6411.283203
	Iteration 20F: 3 clusters Score -3.619428e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 404552 members 
Entering Unmasked Estep 
Score: -36194436.000000 Penalty: 6411.283203
	Iteration 21Q: 3 clusters Score -3.619444e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 404963 members 
Entering Unmasked Estep 
Score: -36194576.000000 Penalty: 6411.283203
	Iteration 22Q: 3 clusters Score -3.619458e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 405330 members 
Entering Unmasked Estep 
Score: -36194632.000000 Penalty: 6411.283203
	Iteration 23Q: 3 clusters Score -3.619463e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 405624 members 
Entering Unmasked Estep 
Score: -36194740.000000 Penalty: 6411.283203
	Iteration 24Q: 3 clusters Score -3.619474e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 405880 members 
Entering Unmasked Estep 
Score: -36194856.000000 Penalty: 6411.283203
	Iteration 25Q: 3 clusters Score -3.619486e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 406122 members 
Entering Unmasked Estep 
Score: -36194996.000000 Penalty: 6411.283203
	Iteration 26Q: 3 clusters Score -3.6195e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 406322 members 
Entering Unmasked Estep 
Score: -36195028.000000 Penalty: 6411.283203
	Iteration 27Q: 3 clusters Score -3.619503e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 406507 members 
Entering Unmasked Estep 
Score: -36195040.000000 Penalty: 6411.283203
	Iteration 28Q: 3 clusters Score -3.619504e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 406692 members 
Entering Unmasked Estep 
Score: -36195108.000000 Penalty: 6411.283203
	Iteration 29Q: 3 clusters Score -3.619511e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 406826 members 
Entering Unmasked Estep 
Score: -36195088.000000 Penalty: 6411.283203
	Iteration 30Q: 3 clusters Score -3.619509e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 406954 members 
Entering Unmasked Estep 
Score: -36195120.000000 Penalty: 6411.283203
	Iteration 31Q: 3 clusters Score -3.619512e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 407056 members 
Entering Unmasked Estep 
Score: -36195152.000000 Penalty: 6411.283203
	Iteration 32Q: 3 clusters Score -3.619515e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 407166 members 
Entering Unmasked Estep 
Score: -36195200.000000 Penalty: 6411.283203
	Iteration 33Q: 3 clusters Score -3.61952e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 407249 members 
Entering Unmasked Estep 
Score: -36195208.000000 Penalty: 6411.283203
	Iteration 34Q: 3 clusters Score -3.619521e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 407329 members 
Entering Unmasked Estep 
Score: -36195248.000000 Penalty: 6411.283203
	Iteration 35Q: 3 clusters Score -3.619525e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 407391 members 
Entering Unmasked Estep 
Score: -36195232.000000 Penalty: 6411.283203
	Iteration 36Q: 3 clusters Score -3.619523e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 407448 members 
Entering Unmasked Estep 
Score: -36195292.000000 Penalty: 6411.283203
	Iteration 37Q: 3 clusters Score -3.619529e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 407501 members 
Entering Unmasked Estep 
Score: -36195332.000000 Penalty: 6411.283203
	Iteration 38Q: 3 clusters Score -3.619533e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 407566 members 
Entering Unmasked Estep 
Score: -36195324.000000 Penalty: 6411.283203
	Iteration 39Q: 3 clusters Score -3.619532e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 407627 members 
Entering Unmasked Estep 
Score: -36195328.000000 Penalty: 6411.283203
	Iteration 40F: 3 clusters Score -3.619533e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 407678 members 
Entering Unmasked Estep 
Score: -36195332.000000 Penalty: 6411.283203
	Iteration 41Q: 3 clusters Score -3.619533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 407723 members 
Entering Unmasked Estep 
Score: -36195368.000000 Penalty: 6411.283203
	Iteration 42Q: 3 clusters Score -3.619537e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 407768 members 
Entering Unmasked Estep 
Score: -36195356.000000 Penalty: 6411.283203
	Iteration 43Q: 3 clusters Score -3.619536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 407798 members 
Entering Unmasked Estep 
Score: -36195376.000000 Penalty: 6411.283203
	Iteration 44Q: 3 clusters Score -3.619538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 407824 members 
Entering Unmasked Estep 
Score: -36195388.000000 Penalty: 6411.283203
	Iteration 45Q: 3 clusters Score -3.619539e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 407849 members 
Entering Unmasked Estep 
Score: -36195380.000000 Penalty: 6411.283203
	Iteration 46Q: 3 clusters Score -3.619538e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 407887 members 
Entering Unmasked Estep 
Score: -36195372.000000 Penalty: 6411.283203
	Iteration 47Q: 3 clusters Score -3.619537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 407919 members 
Entering Unmasked Estep 
Score: -36195380.000000 Penalty: 6411.283203
	Iteration 48Q: 3 clusters Score -3.619538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 407952 members 
Entering Unmasked Estep 
Score: -36195420.000000 Penalty: 6411.283203
	Iteration 49Q: 3 clusters Score -3.619542e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 407982 members 
Entering Unmasked Estep 
Score: -36195448.000000 Penalty: 6411.283203
	Iteration 50Q: 3 clusters Score -3.619545e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 408007 members 
Entering Unmasked Estep 
Score: -36195436.000000 Penalty: 6411.283203
	Iteration 51Q: 3 clusters Score -3.619544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 408027 members 
Entering Unmasked Estep 
Score: -36195432.000000 Penalty: 6411.283203
	Iteration 52Q: 3 clusters Score -3.619543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 408040 members 
Entering Unmasked Estep 
Score: -36195464.000000 Penalty: 6411.283203
	Iteration 53Q: 3 clusters Score -3.619546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 408054 members 
Entering Unmasked Estep 
Score: -36195436.000000 Penalty: 6411.283203
	Iteration 54Q: 3 clusters Score -3.619544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 408059 members 
Entering Unmasked Estep 
Score: -36195416.000000 Penalty: 6411.283203
	Iteration 55Q: 3 clusters Score -3.619542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 408071 members 
Entering Unmasked Estep 
Score: -36195436.000000 Penalty: 6411.283203
	Iteration 56Q: 3 clusters Score -3.619544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 408087 members 
Entering Unmasked Estep 
Score: -36195428.000000 Penalty: 6411.283203
	Iteration 57Q: 3 clusters Score -3.619543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 408105 members 
Entering Unmasked Estep 
Score: -36195428.000000 Penalty: 6411.283203
	Iteration 58Q: 3 clusters Score -3.619543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 408128 members 
Entering Unmasked Estep 
Score: -36195396.000000 Penalty: 6411.283203
	Iteration 59Q: 3 clusters Score -3.61954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 408147 members 
Entering Unmasked Estep 
Score: -36195424.000000 Penalty: 6411.283203
	Iteration 60F: 3 clusters Score -3.619542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 408160 members 
Entering Unmasked Estep 
Score: -36195416.000000 Penalty: 6411.283203
	Iteration 61Q: 3 clusters Score -3.619542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 408178 members 
Entering Unmasked Estep 
Score: -36195420.000000 Penalty: 6411.283203
	Iteration 62Q: 3 clusters Score -3.619542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 408190 members 
Entering Unmasked Estep 
Score: -36195432.000000 Penalty: 6411.283203
	Iteration 63Q: 3 clusters Score -3.619543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 408197 members 
Entering Unmasked Estep 
Score: -36195476.000000 Penalty: 6411.283203
	Iteration 64Q: 3 clusters Score -3.619548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 408209 members 
Entering Unmasked Estep 
Score: -36195440.000000 Penalty: 6411.283203
	Iteration 65Q: 3 clusters Score -3.619544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 408215 members 
Entering Unmasked Estep 
Score: -36195484.000000 Penalty: 6411.283203
	Iteration 66Q: 3 clusters Score -3.619548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 408223 members 
Entering Unmasked Estep 
Score: -36195460.000000 Penalty: 6411.283203
	Iteration 67Q: 3 clusters Score -3.619546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 408232 members 
Entering Unmasked Estep 
Score: -36195496.000000 Penalty: 6411.283203
	Iteration 68Q: 3 clusters Score -3.61955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 408237 members 
Entering Unmasked Estep 
Score: -36195496.000000 Penalty: 6411.283203
	Iteration 69Q: 3 clusters Score -3.61955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 408246 members 
Entering Unmasked Estep 
Score: -36195524.000000 Penalty: 6411.283203
	Iteration 70Q: 3 clusters Score -3.619552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 408256 members 
Entering Unmasked Estep 
Score: -36195532.000000 Penalty: 6411.283203
	Iteration 71Q: 3 clusters Score -3.619553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 408262 members 
Entering Unmasked Estep 
Score: -36195552.000000 Penalty: 6411.283203
	Iteration 72Q: 3 clusters Score -3.619555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 408256 members 
Entering Unmasked Estep 
Score: -36195560.000000 Penalty: 6411.283203
	Iteration 73Q: 3 clusters Score -3.619556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 408260 members 
Entering Unmasked Estep 
Score: -36195544.000000 Penalty: 6411.283203
	Iteration 74Q: 3 clusters Score -3.619554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 408256 members 
Entering Unmasked Estep 
Score: -36195580.000000 Penalty: 6411.283203
	Iteration 75Q: 3 clusters Score -3.619558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 408259 members 
Entering Unmasked Estep 
Score: -36195560.000000 Penalty: 6411.283203
	Iteration 76Q: 3 clusters Score -3.619556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 408261 members 
Entering Unmasked Estep 
Score: -36195576.000000 Penalty: 6411.283203
	Iteration 77Q: 3 clusters Score -3.619558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 408263 members 
Entering Unmasked Estep 
Score: -36195560.000000 Penalty: 6411.283203
	Iteration 78Q: 3 clusters Score -3.619556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 408265 members 
Entering Unmasked Estep 
Score: -36195560.000000 Penalty: 6411.283203
	Iteration 79Q: 3 clusters Score -3.619556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 408266 members 
Entering Unmasked Estep 
Score: -36195548.000000 Penalty: 6411.283203
	Iteration 80F: 3 clusters Score -3.619555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 408269 members 
Entering Unmasked Estep 
Score: -36195544.000000 Penalty: 6411.283203
	Iteration 81Q: 3 clusters Score -3.619554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 408276 members 
Entering Unmasked Estep 
Score: -36195540.000000 Penalty: 6411.283203
	Iteration 82Q: 3 clusters Score -3.619554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 408281 members 
Entering Unmasked Estep 
Score: -36195540.000000 Penalty: 6411.283203
	Iteration 83Q: 3 clusters Score -3.619554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 408290 members 
Entering Unmasked Estep 
Score: -36195528.000000 Penalty: 6411.283203
	Iteration 84Q: 3 clusters Score -3.619553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 408288 members 
Entering Unmasked Estep 
Score: -36195548.000000 Penalty: 6411.283203
	Iteration 85Q: 3 clusters Score -3.619555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 408293 members 
Entering Unmasked Estep 
Score: -36195528.000000 Penalty: 6411.283203
	Iteration 86Q: 3 clusters Score -3.619553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 408299 members 
Entering Unmasked Estep 
Score: -36195552.000000 Penalty: 6411.283203
	Iteration 87Q: 3 clusters Score -3.619555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 408308 members 
Entering Unmasked Estep 
Score: -36195568.000000 Penalty: 6411.283203
	Iteration 88Q: 3 clusters Score -3.619557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 408311 members 
Entering Unmasked Estep 
Score: -36195556.000000 Penalty: 6411.283203
	Iteration 89Q: 3 clusters Score -3.619556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 408315 members 
Entering Unmasked Estep 
Score: -36195552.000000 Penalty: 6411.283203
	Iteration 90Q: 3 clusters Score -3.619555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 408318 members 
Entering Unmasked Estep 
Score: -36195556.000000 Penalty: 6411.283203
	Iteration 91Q: 3 clusters Score -3.619556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 408325 members 
Entering Unmasked Estep 
Score: -36195568.000000 Penalty: 6411.283203
	Iteration 92Q: 3 clusters Score -3.619557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 408335 members 
Entering Unmasked Estep 
Score: -36195560.000000 Penalty: 6411.283203
	Iteration 93Q: 3 clusters Score -3.619556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 408343 members 
Entering Unmasked Estep 
Score: -36195580.000000 Penalty: 6411.283203
	Iteration 94Q: 3 clusters Score -3.619558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 408354 members 
Entering Unmasked Estep 
Score: -36195568.000000 Penalty: 6411.283203
	Iteration 95Q: 3 clusters Score -3.619557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 408356 members 
Entering Unmasked Estep 
Score: -36195572.000000 Penalty: 6411.283203
	Iteration 96Q: 3 clusters Score -3.619557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 408358 members 
Entering Unmasked Estep 
Score: -36195544.000000 Penalty: 6411.283203
	Iteration 97Q: 3 clusters Score -3.619554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 408363 members 
Entering Unmasked Estep 
Score: -36195580.000000 Penalty: 6411.283203
	Iteration 98Q: 3 clusters Score -3.619558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 408365 members 
Entering Unmasked Estep 
Score: -36195568.000000 Penalty: 6411.283203
	Iteration 99Q: 3 clusters Score -3.619557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 408368 members 
Entering Unmasked Estep 
Score: -36195580.000000 Penalty: 6411.283203
	Iteration 100F: 3 clusters Score -3.619558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 408371 members 
Entering Unmasked Estep 
Score: -36195596.000000 Penalty: 6411.283203
	Iteration 101Q: 3 clusters Score -3.61956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 408374 members 
Entering Unmasked Estep 
Score: -36195596.000000 Penalty: 6411.283203
	Iteration 102Q: 3 clusters Score -3.61956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 408379 members 
Entering Unmasked Estep 
Score: -36195616.000000 Penalty: 6411.283203
	Iteration 103Q: 3 clusters Score -3.619562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 408390 members 
Entering Unmasked Estep 
Score: -36195600.000000 Penalty: 6411.283203
	Iteration 104Q: 3 clusters Score -3.61956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 408395 members 
Entering Unmasked Estep 
Score: -36195592.000000 Penalty: 6411.283203
	Iteration 105Q: 3 clusters Score -3.619559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 408400 members 
Entering Unmasked Estep 
Score: -36195608.000000 Penalty: 6411.283203
	Iteration 106Q: 3 clusters Score -3.619561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 408407 members 
Entering Unmasked Estep 
Score: -36195616.000000 Penalty: 6411.283203
	Iteration 107Q: 3 clusters Score -3.619562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 408410 members 
Entering Unmasked Estep 
Score: -36195612.000000 Penalty: 6411.283203
	Iteration 108Q: 3 clusters Score -3.619561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 408410 members 
Entering Unmasked Estep 
Score: -36195604.000000 Penalty: 6411.283203
	Iteration 109Q: 3 clusters Score -3.61956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 408412 members 
Entering Unmasked Estep 
Score: -36195612.000000 Penalty: 6411.283203
	Iteration 110Q: 3 clusters Score -3.619561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 408416 members 
Entering Unmasked Estep 
Score: -36195608.000000 Penalty: 6411.283203
	Iteration 111Q: 3 clusters Score -3.619561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 408418 members 
Entering Unmasked Estep 
Score: -36195616.000000 Penalty: 6411.283203
	Iteration 112Q: 3 clusters Score -3.619562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 408420 members 
Entering Unmasked Estep 
Score: -36195616.000000 Penalty: 6411.283203
	Iteration 113Q: 3 clusters Score -3.619562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 408423 members 
Entering Unmasked Estep 
Score: -36195612.000000 Penalty: 6411.283203
	Iteration 114Q: 3 clusters Score -3.619561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 408429 members 
Entering Unmasked Estep 
Score: -36195620.000000 Penalty: 6411.283203
	Iteration 115Q: 3 clusters Score -3.619562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 408431 members 
Entering Unmasked Estep 
Score: -36195612.000000 Penalty: 6411.283203
	Iteration 116Q: 3 clusters Score -3.619561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 408432 members 
Entering Unmasked Estep 
Score: -36195616.000000 Penalty: 6411.283203
	Iteration 117Q: 3 clusters Score -3.619562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 408435 members 
Entering Unmasked Estep 
Score: -36195624.000000 Penalty: 6411.283203
	Iteration 118Q: 3 clusters Score -3.619562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 408437 members 
Entering Unmasked Estep 
Score: -36195596.000000 Penalty: 6411.283203
	Iteration 119Q: 3 clusters Score -3.61956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 408438 members 
Entering Unmasked Estep 
Score: -36195608.000000 Penalty: 6411.283203
	Iteration 120F: 3 clusters Score -3.619561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 408442 members 
Entering Unmasked Estep 
Score: -36195612.000000 Penalty: 6411.283203
	Iteration 121Q: 3 clusters Score -3.619561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 408444 members 
Entering Unmasked Estep 
Score: -36195604.000000 Penalty: 6411.283203
	Iteration 122Q: 3 clusters Score -3.61956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 408444 members 
Entering Unmasked Estep 
Score: -36195604.000000 Penalty: 6411.283203
	Iteration 123F: 3 clusters Score -3.61956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -446852.000000 Penalty: 2122.609863
	Iteration 0F: 2 clusters Score -446852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -442206.781250 Penalty: 4245.219727
	Iteration 0F: 3 clusters Score -442206.8 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -443299.250000 Penalty: 4245.219727
	Iteration 1F: 3 clusters Score -443299.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -443513.312500 Penalty: 4245.219727
	Iteration 2F: 3 clusters Score -443513.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -443657.937500 Penalty: 4245.219727
	Iteration 3Q: 3 clusters Score -443657.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -443754.281250 Penalty: 4245.219727
	Iteration 4Q: 3 clusters Score -443754.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -443823.500000 Penalty: 4245.219727
	Iteration 5Q: 3 clusters Score -443823.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -443879.937500 Penalty: 4245.219727
	Iteration 6Q: 3 clusters Score -443879.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -443923.281250 Penalty: 4245.219727
	Iteration 7Q: 3 clusters Score -443923.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -443968.375000 Penalty: 4245.219727
	Iteration 8Q: 3 clusters Score -443968.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -444023.062500 Penalty: 4245.219727
	Iteration 9Q: 3 clusters Score -444023.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -444090.875000 Penalty: 4245.219727
	Iteration 10Q: 3 clusters Score -444090.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -444153.562500 Penalty: 4245.219727
	Iteration 11Q: 3 clusters Score -444153.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -444217.343750 Penalty: 4245.219727
	Iteration 12Q: 3 clusters Score -444217.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -444284.437500 Penalty: 4245.219727
	Iteration 13Q: 3 clusters Score -444284.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -444344.218750 Penalty: 4245.219727
	Iteration 14Q: 3 clusters Score -444344.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -444393.250000 Penalty: 4245.219727
	Iteration 15Q: 3 clusters Score -444393.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -444435.437500 Penalty: 4245.219727
	Iteration 16Q: 3 clusters Score -444435.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -444471.937500 Penalty: 4245.219727
	Iteration 17Q: 3 clusters Score -444471.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -444498.656250 Penalty: 4245.219727
	Iteration 18Q: 3 clusters Score -444498.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -444522.250000 Penalty: 4245.219727
	Iteration 19Q: 3 clusters Score -444522.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -444542.718750 Penalty: 4245.219727
	Iteration 20F: 3 clusters Score -444542.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -444560.281250 Penalty: 4245.219727
	Iteration 21Q: 3 clusters Score -444560.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -444576.812500 Penalty: 4245.219727
	Iteration 22Q: 3 clusters Score -444576.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -444590.343750 Penalty: 4245.219727
	Iteration 23Q: 3 clusters Score -444590.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -444603.031250 Penalty: 4245.219727
	Iteration 24Q: 3 clusters Score -444603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -444615.812500 Penalty: 4245.219727
	Iteration 25Q: 3 clusters Score -444615.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -444631.937500 Penalty: 4245.219727
	Iteration 26Q: 3 clusters Score -444631.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -444651.312500 Penalty: 4245.219727
	Iteration 27Q: 3 clusters Score -444651.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -444675.593750 Penalty: 4245.219727
	Iteration 28Q: 3 clusters Score -444675.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -444698.343750 Penalty: 4245.219727
	Iteration 29Q: 3 clusters Score -444698.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -444728.781250 Penalty: 4245.219727
	Iteration 30Q: 3 clusters Score -444728.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -444752.156250 Penalty: 4245.219727
	Iteration 31Q: 3 clusters Score -444752.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -444768.437500 Penalty: 4245.219727
	Iteration 32Q: 3 clusters Score -444768.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -444784.375000 Penalty: 4245.219727
	Iteration 33Q: 3 clusters Score -444784.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -444805.687500 Penalty: 4245.219727
	Iteration 34Q: 3 clusters Score -444805.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -444821.843750 Penalty: 4245.219727
	Iteration 35Q: 3 clusters Score -444821.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -444835.000000 Penalty: 4245.219727
	Iteration 36Q: 3 clusters Score -444835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -444849.968750 Penalty: 4245.219727
	Iteration 37Q: 3 clusters Score -444850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -444858.718750 Penalty: 4245.219727
	Iteration 38Q: 3 clusters Score -444858.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -444868.718750 Penalty: 4245.219727
	Iteration 39Q: 3 clusters Score -444868.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -444878.093750 Penalty: 4245.219727
	Iteration 40F: 3 clusters Score -444878.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -444882.937500 Penalty: 4245.219727
	Iteration 41Q: 3 clusters Score -444882.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -444893.531250 Penalty: 4245.219727
	Iteration 42Q: 3 clusters Score -444893.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -444904.312500 Penalty: 4245.219727
	Iteration 43Q: 3 clusters Score -444904.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -444916.468750 Penalty: 4245.219727
	Iteration 44Q: 3 clusters Score -444916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -444934.750000 Penalty: 4245.219727
	Iteration 45Q: 3 clusters Score -444934.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -444954.906250 Penalty: 4245.219727
	Iteration 46Q: 3 clusters Score -444954.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -444970.218750 Penalty: 4245.219727
	Iteration 47Q: 3 clusters Score -444970.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -444981.781250 Penalty: 4245.219727
	Iteration 48Q: 3 clusters Score -444981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -444994.406250 Penalty: 4245.219727
	Iteration 49Q: 3 clusters Score -444994.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -445004.312500 Penalty: 4245.219727
	Iteration 50Q: 3 clusters Score -445004.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -445010.687500 Penalty: 4245.219727
	Iteration 51Q: 3 clusters Score -445010.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -445022.125000 Penalty: 4245.219727
	Iteration 52Q: 3 clusters Score -445022.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -445029.062500 Penalty: 4245.219727
	Iteration 53Q: 3 clusters Score -445029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -445033.437500 Penalty: 4245.219727
	Iteration 54Q: 3 clusters Score -445033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -445039.031250 Penalty: 4245.219727
	Iteration 55Q: 3 clusters Score -445039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -445042.500000 Penalty: 4245.219727
	Iteration 56Q: 3 clusters Score -445042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -445047.000000 Penalty: 4245.219727
	Iteration 57Q: 3 clusters Score -445047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -445050.281250 Penalty: 4245.219727
	Iteration 58Q: 3 clusters Score -445050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -445052.187500 Penalty: 4245.219727
	Iteration 59Q: 3 clusters Score -445052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -445055.312500 Penalty: 4245.219727
	Iteration 60F: 3 clusters Score -445055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -445058.843750 Penalty: 4245.219727
	Iteration 61Q: 3 clusters Score -445058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -445061.312500 Penalty: 4245.219727
	Iteration 62Q: 3 clusters Score -445061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -445062.593750 Penalty: 4245.219727
	Iteration 63Q: 3 clusters Score -445062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -445064.406250 Penalty: 4245.219727
	Iteration 64Q: 3 clusters Score -445064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -445066.312500 Penalty: 4245.219727
	Iteration 65Q: 3 clusters Score -445066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -445066.500000 Penalty: 4245.219727
	Iteration 66Q: 3 clusters Score -445066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -445066.687500 Penalty: 4245.219727
	Iteration 67Q: 3 clusters Score -445066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -445066.687500 Penalty: 4245.219727
	Iteration 68F: 3 clusters Score -445066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150739 members 
Entering Unmasked Estep 
Score: -13547435.000000 Penalty: 2956.979736
	Iteration 0F: 2 clusters Score -1.354744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -13446773.000000 Penalty: 5913.959473
	Iteration 0F: 3 clusters Score -1.344677e+07 nChanged 71825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -13490017.000000 Penalty: 5913.959473
	Iteration 1F: 3 clusters Score -1.349002e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -13492184.000000 Penalty: 5913.959473
	Iteration 2Q: 3 clusters Score -1.349218e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -13495242.000000 Penalty: 5913.959473
	Iteration 3Q: 3 clusters Score -1.349524e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -13499692.000000 Penalty: 5913.959473
	Iteration 4F: 3 clusters Score -1.349969e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -13505182.000000 Penalty: 5913.959473
	Iteration 5F: 3 clusters Score -1.350518e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -13511075.000000 Penalty: 5913.959473
	Iteration 6F: 3 clusters Score -1.351108e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -13516622.000000 Penalty: 5913.959473
	Iteration 7F: 3 clusters Score -1.351662e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -13520572.000000 Penalty: 5913.959473
	Iteration 8F: 3 clusters Score -1.352057e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -13523196.000000 Penalty: 5913.959473
	Iteration 9Q: 3 clusters Score -1.35232e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -13524835.000000 Penalty: 5913.959473
	Iteration 10Q: 3 clusters Score -1.352484e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -13525887.000000 Penalty: 5913.959473
	Iteration 11Q: 3 clusters Score -1.352589e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -13526679.000000 Penalty: 5913.959473
	Iteration 12Q: 3 clusters Score -1.352668e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -13527408.000000 Penalty: 5913.959473
	Iteration 13Q: 3 clusters Score -1.352741e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -13528085.000000 Penalty: 5913.959473
	Iteration 14Q: 3 clusters Score -1.352808e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -13528872.000000 Penalty: 5913.959473
	Iteration 15Q: 3 clusters Score -1.352887e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -13529533.000000 Penalty: 5913.959473
	Iteration 16Q: 3 clusters Score -1.352953e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -13530229.000000 Penalty: 5913.959473
	Iteration 17Q: 3 clusters Score -1.353023e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116333 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -13531040.000000 Penalty: 5913.959473
	Iteration 18Q: 3 clusters Score -1.353104e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -13531822.000000 Penalty: 5913.959473
	Iteration 19Q: 3 clusters Score -1.353182e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121186 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -13532635.000000 Penalty: 5913.959473
	Iteration 20F: 3 clusters Score -1.353264e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123664 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -13533509.000000 Penalty: 5913.959473
	Iteration 21Q: 3 clusters Score -1.353351e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126114 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -13534486.000000 Penalty: 5913.959473
	Iteration 22Q: 3 clusters Score -1.353449e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -13535446.000000 Penalty: 5913.959473
	Iteration 23Q: 3 clusters Score -1.353545e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131119 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -13536431.000000 Penalty: 5913.959473
	Iteration 24Q: 3 clusters Score -1.353643e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133517 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -13537506.000000 Penalty: 5913.959473
	Iteration 25Q: 3 clusters Score -1.353751e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -13538548.000000 Penalty: 5913.959473
	Iteration 26Q: 3 clusters Score -1.353855e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -13539484.000000 Penalty: 5913.959473
	Iteration 27Q: 3 clusters Score -1.353948e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -13540315.000000 Penalty: 5913.959473
	Iteration 28Q: 3 clusters Score -1.354032e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -13541219.000000 Penalty: 5913.959473
	Iteration 29Q: 3 clusters Score -1.354122e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -13541967.000000 Penalty: 5913.959473
	Iteration 30Q: 3 clusters Score -1.354197e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144646 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -13542608.000000 Penalty: 5913.959473
	Iteration 31Q: 3 clusters Score -1.354261e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -13543146.000000 Penalty: 5913.959473
	Iteration 32Q: 3 clusters Score -1.354315e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -13543499.000000 Penalty: 5913.959473
	Iteration 33Q: 3 clusters Score -1.35435e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -13543745.000000 Penalty: 5913.959473
	Iteration 34Q: 3 clusters Score -1.354374e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -13543994.000000 Penalty: 5913.959473
	Iteration 35Q: 3 clusters Score -1.354399e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148282 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -13544198.000000 Penalty: 5913.959473
	Iteration 36Q: 3 clusters Score -1.35442e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148558 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -13544361.000000 Penalty: 5913.959473
	Iteration 37Q: 3 clusters Score -1.354436e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13544442.000000 Penalty: 5913.959473
	Iteration 38Q: 3 clusters Score -1.354444e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -13544524.000000 Penalty: 5913.959473
	Iteration 39Q: 3 clusters Score -1.354452e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13544591.000000 Penalty: 5913.959473
	Iteration 40F: 3 clusters Score -1.354459e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149210 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13544637.000000 Penalty: 5913.959473
	Iteration 41Q: 3 clusters Score -1.354464e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13544696.000000 Penalty: 5913.959473
	Iteration 42Q: 3 clusters Score -1.35447e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13544739.000000 Penalty: 5913.959473
	Iteration 43Q: 3 clusters Score -1.354474e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13544749.000000 Penalty: 5913.959473
	Iteration 44Q: 3 clusters Score -1.354475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149477 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13544757.000000 Penalty: 5913.959473
	Iteration 45Q: 3 clusters Score -1.354476e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -13544766.000000 Penalty: 5913.959473
	Iteration 46Q: 3 clusters Score -1.354477e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149543 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13544799.000000 Penalty: 5913.959473
	Iteration 47Q: 3 clusters Score -1.35448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13544792.000000 Penalty: 5913.959473
	Iteration 48Q: 3 clusters Score -1.354479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13544802.000000 Penalty: 5913.959473
	Iteration 49Q: 3 clusters Score -1.35448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149614 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13544831.000000 Penalty: 5913.959473
	Iteration 50Q: 3 clusters Score -1.354483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149631 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13544849.000000 Penalty: 5913.959473
	Iteration 51Q: 3 clusters Score -1.354485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13544853.000000 Penalty: 5913.959473
	Iteration 52Q: 3 clusters Score -1.354485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13544857.000000 Penalty: 5913.959473
	Iteration 53Q: 3 clusters Score -1.354486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13544876.000000 Penalty: 5913.959473
	Iteration 54Q: 3 clusters Score -1.354488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13544879.000000 Penalty: 5913.959473
	Iteration 55Q: 3 clusters Score -1.354488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13544871.000000 Penalty: 5913.959473
	Iteration 56Q: 3 clusters Score -1.354487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149703 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13544876.000000 Penalty: 5913.959473
	Iteration 57Q: 3 clusters Score -1.354488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13544898.000000 Penalty: 5913.959473
	Iteration 58Q: 3 clusters Score -1.35449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13544903.000000 Penalty: 5913.959473
	Iteration 59Q: 3 clusters Score -1.35449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13544905.000000 Penalty: 5913.959473
	Iteration 60F: 3 clusters Score -1.35449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13544924.000000 Penalty: 5913.959473
	Iteration 61Q: 3 clusters Score -1.354492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13544923.000000 Penalty: 5913.959473
	Iteration 62Q: 3 clusters Score -1.354492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13544920.000000 Penalty: 5913.959473
	Iteration 63Q: 3 clusters Score -1.354492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13544922.000000 Penalty: 5913.959473
	Iteration 64Q: 3 clusters Score -1.354492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13544922.000000 Penalty: 5913.959473
	Iteration 65F: 3 clusters Score -1.354492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Entering Unmasked Estep 
Score: -6055522.000000 Penalty: 2757.175537
	Iteration 0F: 2 clusters Score -6055522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -6010445.000000 Penalty: 5514.351074
	Iteration 0F: 3 clusters Score -6010445 nChanged 31302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6028240.500000 Penalty: 5514.351074
	Iteration 1F: 3 clusters Score -6028240 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -6029400.500000 Penalty: 5514.351074
	Iteration 2Q: 3 clusters Score -6029400 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -6031003.500000 Penalty: 5514.351074
	Iteration 3Q: 3 clusters Score -6031004 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6033096.000000 Penalty: 5514.351074
	Iteration 4F: 3 clusters Score -6033096 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -6035612.500000 Penalty: 5514.351074
	Iteration 5F: 3 clusters Score -6035612 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6038423.500000 Penalty: 5514.351074
	Iteration 6F: 3 clusters Score -6038424 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -6041637.000000 Penalty: 5514.351074
	Iteration 7F: 3 clusters Score -6041637 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -6045084.000000 Penalty: 5514.351074
	Iteration 8F: 3 clusters Score -6045084 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -6048216.000000 Penalty: 5514.351074
	Iteration 9F: 3 clusters Score -6048216 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -6050610.000000 Penalty: 5514.351074
	Iteration 10Q: 3 clusters Score -6050610 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -6051938.000000 Penalty: 5514.351074
	Iteration 11Q: 3 clusters Score -6051938 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -6052788.500000 Penalty: 5514.351074
	Iteration 12Q: 3 clusters Score -6052788 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -6053398.000000 Penalty: 5514.351074
	Iteration 13Q: 3 clusters Score -6053398 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -6053906.500000 Penalty: 5514.351074
	Iteration 14Q: 3 clusters Score -6053906 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -6054254.000000 Penalty: 5514.351074
	Iteration 15Q: 3 clusters Score -6054254 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -6054572.000000 Penalty: 5514.351074
	Iteration 16Q: 3 clusters Score -6054572 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -6054704.500000 Penalty: 5514.351074
	Iteration 17Q: 3 clusters Score -6054704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -6054799.000000 Penalty: 5514.351074
	Iteration 18Q: 3 clusters Score -6054799 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -6054860.000000 Penalty: 5514.351074
	Iteration 19Q: 3 clusters Score -6054860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -6054887.000000 Penalty: 5514.351074
	Iteration 20F: 3 clusters Score -6054887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -6054924.500000 Penalty: 5514.351074
	Iteration 21Q: 3 clusters Score -6054924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -6054942.500000 Penalty: 5514.351074
	Iteration 22Q: 3 clusters Score -6054942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -6054968.000000 Penalty: 5514.351074
	Iteration 23Q: 3 clusters Score -6054968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -6054962.500000 Penalty: 5514.351074
	Iteration 24Q: 3 clusters Score -6054962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -6054965.000000 Penalty: 5514.351074
	Iteration 25Q: 3 clusters Score -6054965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -6054969.000000 Penalty: 5514.351074
	Iteration 26Q: 3 clusters Score -6054969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -6054968.500000 Penalty: 5514.351074
	Iteration 27Q: 3 clusters Score -6054968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -6054965.500000 Penalty: 5514.351074
	Iteration 28Q: 3 clusters Score -6054966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -6054967.500000 Penalty: 5514.351074
	Iteration 29Q: 3 clusters Score -6054968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -6054966.000000 Penalty: 5514.351074
	Iteration 30Q: 3 clusters Score -6054966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -6054973.000000 Penalty: 5514.351074
	Iteration 31Q: 3 clusters Score -6054973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -6054973.000000 Penalty: 5514.351074
	Iteration 32F: 3 clusters Score -6054973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -268674.593750 Penalty: 2043.157104
	Iteration 0F: 2 clusters Score -268674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -264955.218750 Penalty: 4086.314209
	Iteration 0F: 3 clusters Score -264955.2 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -265893.593750 Penalty: 4086.314209
	Iteration 1F: 3 clusters Score -265893.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -266184.031250 Penalty: 4086.314209
	Iteration 2F: 3 clusters Score -266184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -266456.468750 Penalty: 4086.314209
	Iteration 3F: 3 clusters Score -266456.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -266695.531250 Penalty: 4086.314209
	Iteration 4F: 3 clusters Score -266695.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -266850.906250 Penalty: 4086.314209
	Iteration 5Q: 3 clusters Score -266850.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -266969.718750 Penalty: 4086.314209
	Iteration 6Q: 3 clusters Score -266969.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -267086.281250 Penalty: 4086.314209
	Iteration 7Q: 3 clusters Score -267086.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -267182.781250 Penalty: 4086.314209
	Iteration 8Q: 3 clusters Score -267182.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -267236.750000 Penalty: 4086.314209
	Iteration 9Q: 3 clusters Score -267236.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -267281.437500 Penalty: 4086.314209
	Iteration 10Q: 3 clusters Score -267281.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -267313.000000 Penalty: 4086.314209
	Iteration 11Q: 3 clusters Score -267313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -267334.781250 Penalty: 4086.314209
	Iteration 12Q: 3 clusters Score -267334.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -267357.406250 Penalty: 4086.314209
	Iteration 13Q: 3 clusters Score -267357.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -267385.218750 Penalty: 4086.314209
	Iteration 14Q: 3 clusters Score -267385.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -267408.218750 Penalty: 4086.314209
	Iteration 15Q: 3 clusters Score -267408.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -267427.812500 Penalty: 4086.314209
	Iteration 16Q: 3 clusters Score -267427.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -267444.625000 Penalty: 4086.314209
	Iteration 17Q: 3 clusters Score -267444.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -267462.406250 Penalty: 4086.314209
	Iteration 18Q: 3 clusters Score -267462.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -267477.000000 Penalty: 4086.314209
	Iteration 19Q: 3 clusters Score -267477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -267483.312500 Penalty: 4086.314209
	Iteration 20F: 3 clusters Score -267483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -267486.343750 Penalty: 4086.314209
	Iteration 21Q: 3 clusters Score -267486.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -267492.343750 Penalty: 4086.314209
	Iteration 22Q: 3 clusters Score -267492.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -267499.218750 Penalty: 4086.314209
	Iteration 23Q: 3 clusters Score -267499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -267502.843750 Penalty: 4086.314209
	Iteration 24Q: 3 clusters Score -267502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -267505.250000 Penalty: 4086.314209
	Iteration 25Q: 3 clusters Score -267505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -267507.718750 Penalty: 4086.314209
	Iteration 26Q: 3 clusters Score -267507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -267508.343750 Penalty: 4086.314209
	Iteration 27Q: 3 clusters Score -267508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -267508.343750 Penalty: 4086.314209
	Iteration 28F: 3 clusters Score -267508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Entering Unmasked Estep 
Score: -5549753.500000 Penalty: 2734.781494
	Iteration 0F: 2 clusters Score -5549754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -5508532.000000 Penalty: 5469.562988
	Iteration 0F: 3 clusters Score -5508532 nChanged 28512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5524607.500000 Penalty: 5469.562988
	Iteration 1F: 3 clusters Score -5524608 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5525270.000000 Penalty: 5469.562988
	Iteration 2Q: 3 clusters Score -5525270 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5525873.000000 Penalty: 5469.562988
	Iteration 3Q: 3 clusters Score -5525873 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5526602.500000 Penalty: 5469.562988
	Iteration 4Q: 3 clusters Score -5526602 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5527374.000000 Penalty: 5469.562988
	Iteration 5Q: 3 clusters Score -5527374 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -5528291.000000 Penalty: 5469.562988
	Iteration 6Q: 3 clusters Score -5528291 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -5529482.000000 Penalty: 5469.562988
	Iteration 7Q: 3 clusters Score -5529482 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5530892.500000 Penalty: 5469.562988
	Iteration 8Q: 3 clusters Score -5530892 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5532752.000000 Penalty: 5469.562988
	Iteration 9Q: 3 clusters Score -5532752 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5534862.000000 Penalty: 5469.562988
	Iteration 10F: 3 clusters Score -5534862 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -5536934.500000 Penalty: 5469.562988
	Iteration 11Q: 3 clusters Score -5536934 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -5538679.500000 Penalty: 5469.562988
	Iteration 12Q: 3 clusters Score -5538680 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5539808.000000 Penalty: 5469.562988
	Iteration 13Q: 3 clusters Score -5539808 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -5540608.500000 Penalty: 5469.562988
	Iteration 14Q: 3 clusters Score -5540608 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -5541157.000000 Penalty: 5469.562988
	Iteration 15Q: 3 clusters Score -5541157 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -5541708.500000 Penalty: 5469.562988
	Iteration 16Q: 3 clusters Score -5541708 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -5542260.000000 Penalty: 5469.562988
	Iteration 17Q: 3 clusters Score -5542260 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -5542818.000000 Penalty: 5469.562988
	Iteration 18Q: 3 clusters Score -5542818 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -5543351.500000 Penalty: 5469.562988
	Iteration 19Q: 3 clusters Score -5543352 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -5543794.500000 Penalty: 5469.562988
	Iteration 20F: 3 clusters Score -5543794 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -5544197.500000 Penalty: 5469.562988
	Iteration 21Q: 3 clusters Score -5544198 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -5544602.000000 Penalty: 5469.562988
	Iteration 22Q: 3 clusters Score -5544602 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -5544982.500000 Penalty: 5469.562988
	Iteration 23Q: 3 clusters Score -5544982 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -5545362.000000 Penalty: 5469.562988
	Iteration 24Q: 3 clusters Score -5545362 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -5545712.500000 Penalty: 5469.562988
	Iteration 25Q: 3 clusters Score -5545712 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -5546005.000000 Penalty: 5469.562988
	Iteration 26Q: 3 clusters Score -5546005 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -5546228.500000 Penalty: 5469.562988
	Iteration 27Q: 3 clusters Score -5546228 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -5546432.000000 Penalty: 5469.562988
	Iteration 28Q: 3 clusters Score -5546432 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -5546650.500000 Penalty: 5469.562988
	Iteration 29Q: 3 clusters Score -5546650 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -5546821.500000 Penalty: 5469.562988
	Iteration 30Q: 3 clusters Score -5546822 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -5546970.000000 Penalty: 5469.562988
	Iteration 31Q: 3 clusters Score -5546970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -5547088.500000 Penalty: 5469.562988
	Iteration 32Q: 3 clusters Score -5547088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -5547152.500000 Penalty: 5469.562988
	Iteration 33Q: 3 clusters Score -5547152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -5547200.500000 Penalty: 5469.562988
	Iteration 34Q: 3 clusters Score -5547200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -5547249.500000 Penalty: 5469.562988
	Iteration 35Q: 3 clusters Score -5547250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -5547277.500000 Penalty: 5469.562988
	Iteration 36Q: 3 clusters Score -5547278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -5547307.500000 Penalty: 5469.562988
	Iteration 37Q: 3 clusters Score -5547308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -5547326.500000 Penalty: 5469.562988
	Iteration 38Q: 3 clusters Score -5547326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -5547348.500000 Penalty: 5469.562988
	Iteration 39Q: 3 clusters Score -5547348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -5547354.000000 Penalty: 5469.562988
	Iteration 40F: 3 clusters Score -5547354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -5547376.000000 Penalty: 5469.562988
	Iteration 41Q: 3 clusters Score -5547376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -5547390.500000 Penalty: 5469.562988
	Iteration 42Q: 3 clusters Score -5547390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -5547405.000000 Penalty: 5469.562988
	Iteration 43Q: 3 clusters Score -5547405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -5547410.000000 Penalty: 5469.562988
	Iteration 44Q: 3 clusters Score -5547410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -5547417.500000 Penalty: 5469.562988
	Iteration 45Q: 3 clusters Score -5547418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -5547429.500000 Penalty: 5469.562988
	Iteration 46Q: 3 clusters Score -5547430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -5547430.500000 Penalty: 5469.562988
	Iteration 47Q: 3 clusters Score -5547430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -5547436.500000 Penalty: 5469.562988
	Iteration 48Q: 3 clusters Score -5547436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -5547435.000000 Penalty: 5469.562988
	Iteration 49Q: 3 clusters Score -5547435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -5547442.000000 Penalty: 5469.562988
	Iteration 50Q: 3 clusters Score -5547442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -5547443.500000 Penalty: 5469.562988
	Iteration 51Q: 3 clusters Score -5547444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -5547447.500000 Penalty: 5469.562988
	Iteration 52Q: 3 clusters Score -5547448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -5547447.000000 Penalty: 5469.562988
	Iteration 53Q: 3 clusters Score -5547447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -5547447.000000 Penalty: 5469.562988
	Iteration 54F: 3 clusters Score -5547447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Entering Unmasked Estep 
Score: -2212305.750000 Penalty: 2506.039551
	Iteration 0F: 2 clusters Score -2212306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2195478.750000 Penalty: 5012.079102
	Iteration 0F: 3 clusters Score -2195479 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2201285.250000 Penalty: 5012.079102
	Iteration 1F: 3 clusters Score -2201285 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2201742.250000 Penalty: 5012.079102
	Iteration 2Q: 3 clusters Score -2201742 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2202188.500000 Penalty: 5012.079102
	Iteration 3Q: 3 clusters Score -2202188 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2202662.500000 Penalty: 5012.079102
	Iteration 4Q: 3 clusters Score -2202662 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2203129.750000 Penalty: 5012.079102
	Iteration 5Q: 3 clusters Score -2203130 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2203663.500000 Penalty: 5012.079102
	Iteration 6Q: 3 clusters Score -2203664 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2204273.250000 Penalty: 5012.079102
	Iteration 7Q: 3 clusters Score -2204273 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2205072.500000 Penalty: 5012.079102
	Iteration 8F: 3 clusters Score -2205072 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2206088.500000 Penalty: 5012.079102
	Iteration 9F: 3 clusters Score -2206088 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2207262.750000 Penalty: 5012.079102
	Iteration 10F: 3 clusters Score -2207263 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2208398.000000 Penalty: 5012.079102
	Iteration 11F: 3 clusters Score -2208398 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2209144.000000 Penalty: 5012.079102
	Iteration 12Q: 3 clusters Score -2209144 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2209643.250000 Penalty: 5012.079102
	Iteration 13Q: 3 clusters Score -2209643 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2209878.750000 Penalty: 5012.079102
	Iteration 14Q: 3 clusters Score -2209879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2209996.000000 Penalty: 5012.079102
	Iteration 15Q: 3 clusters Score -2209996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2210051.250000 Penalty: 5012.079102
	Iteration 16Q: 3 clusters Score -2210051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2210082.500000 Penalty: 5012.079102
	Iteration 17Q: 3 clusters Score -2210082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2210110.000000 Penalty: 5012.079102
	Iteration 18Q: 3 clusters Score -2210110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2210130.750000 Penalty: 5012.079102
	Iteration 19Q: 3 clusters Score -2210131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2210138.250000 Penalty: 5012.079102
	Iteration 20F: 3 clusters Score -2210138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2210141.000000 Penalty: 5012.079102
	Iteration 21Q: 3 clusters Score -2210141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2210146.250000 Penalty: 5012.079102
	Iteration 22Q: 3 clusters Score -2210146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2210148.500000 Penalty: 5012.079102
	Iteration 23Q: 3 clusters Score -2210148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2210148.500000 Penalty: 5012.079102
	Iteration 24F: 3 clusters Score -2210148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (237952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237952 members 
Entering Unmasked Estep 
Score: -20893330.000000 Penalty: 3070.196533
	Iteration 0F: 2 clusters Score -2.089333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -20733616.000000 Penalty: 6140.393066
	Iteration 0F: 3 clusters Score -2.073362e+07 nChanged 114485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119836 members 
Mstep: Class 2 contains 118116 members 
Entering Unmasked Estep 
Score: -20801566.000000 Penalty: 6140.393066
	Iteration 1F: 3 clusters Score -2.080157e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -20802796.000000 Penalty: 6140.393066
	Iteration 2Q: 3 clusters Score -2.08028e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121549 members 
Mstep: Class 2 contains 116403 members 
Entering Unmasked Estep 
Score: -20804748.000000 Penalty: 6140.393066
	Iteration 3Q: 3 clusters Score -2.080475e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -20807720.000000 Penalty: 6140.393066
	Iteration 4Q: 3 clusters Score -2.080772e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125249 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -20811944.000000 Penalty: 6140.393066
	Iteration 5Q: 3 clusters Score -2.081194e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -20817976.000000 Penalty: 6140.393066
	Iteration 6F: 3 clusters Score -2.081798e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133761 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -20825508.000000 Penalty: 6140.393066
	Iteration 7F: 3 clusters Score -2.082551e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140557 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -20834726.000000 Penalty: 6140.393066
	Iteration 8F: 3 clusters Score -2.083473e+07 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -20844916.000000 Penalty: 6140.393066
	Iteration 9F: 3 clusters Score -2.084492e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -20854910.000000 Penalty: 6140.393066
	Iteration 10F: 3 clusters Score -2.085491e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -20861594.000000 Penalty: 6140.393066
	Iteration 11Q: 3 clusters Score -2.086159e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -20865886.000000 Penalty: 6140.393066
	Iteration 12Q: 3 clusters Score -2.086589e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177940 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -20869264.000000 Penalty: 6140.393066
	Iteration 13Q: 3 clusters Score -2.086926e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184162 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -20872700.000000 Penalty: 6140.393066
	Iteration 14Q: 3 clusters Score -2.08727e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190205 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -20875920.000000 Penalty: 6140.393066
	Iteration 15Q: 3 clusters Score -2.087592e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -20879346.000000 Penalty: 6140.393066
	Iteration 16Q: 3 clusters Score -2.087935e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201606 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -20883114.000000 Penalty: 6140.393066
	Iteration 17Q: 3 clusters Score -2.088311e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206649 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -20886490.000000 Penalty: 6140.393066
	Iteration 18Q: 3 clusters Score -2.088649e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210877 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -20889464.000000 Penalty: 6140.393066
	Iteration 19Q: 3 clusters Score -2.088946e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214291 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -20891746.000000 Penalty: 6140.393066
	Iteration 20F: 3 clusters Score -2.089175e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216971 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -20893394.000000 Penalty: 6140.393066
	Iteration 21Q: 3 clusters Score -2.089339e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219028 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -20894374.000000 Penalty: 6140.393066
	Iteration 22Q: 3 clusters Score -2.089437e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220630 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -20895058.000000 Penalty: 6140.393066
	Iteration 23Q: 3 clusters Score -2.089506e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221872 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -20895528.000000 Penalty: 6140.393066
	Iteration 24Q: 3 clusters Score -2.089553e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222849 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -20895800.000000 Penalty: 6140.393066
	Iteration 25Q: 3 clusters Score -2.08958e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223626 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -20896030.000000 Penalty: 6140.393066
	Iteration 26Q: 3 clusters Score -2.089603e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224266 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -20896192.000000 Penalty: 6140.393066
	Iteration 27Q: 3 clusters Score -2.089619e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224772 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -20896210.000000 Penalty: 6140.393066
	Iteration 28Q: 3 clusters Score -2.089621e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225204 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -20896328.000000 Penalty: 6140.393066
	Iteration 29Q: 3 clusters Score -2.089633e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225547 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -20896374.000000 Penalty: 6140.393066
	Iteration 30Q: 3 clusters Score -2.089637e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225820 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -20896376.000000 Penalty: 6140.393066
	Iteration 31Q: 3 clusters Score -2.089638e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226033 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -20896400.000000 Penalty: 6140.393066
	Iteration 32Q: 3 clusters Score -2.08964e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226235 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -20896404.000000 Penalty: 6140.393066
	Iteration 33Q: 3 clusters Score -2.08964e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226429 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -20896422.000000 Penalty: 6140.393066
	Iteration 34Q: 3 clusters Score -2.089642e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226603 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -20896458.000000 Penalty: 6140.393066
	Iteration 35Q: 3 clusters Score -2.089646e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226732 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -20896480.000000 Penalty: 6140.393066
	Iteration 36Q: 3 clusters Score -2.089648e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226832 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -20896474.000000 Penalty: 6140.393066
	Iteration 37Q: 3 clusters Score -2.089647e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226906 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -20896504.000000 Penalty: 6140.393066
	Iteration 38Q: 3 clusters Score -2.08965e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226977 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -20896476.000000 Penalty: 6140.393066
	Iteration 39Q: 3 clusters Score -2.089648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227037 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -20896466.000000 Penalty: 6140.393066
	Iteration 40F: 3 clusters Score -2.089647e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227090 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -20896466.000000 Penalty: 6140.393066
	Iteration 41Q: 3 clusters Score -2.089647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227128 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -20896454.000000 Penalty: 6140.393066
	Iteration 42Q: 3 clusters Score -2.089645e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227166 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -20896452.000000 Penalty: 6140.393066
	Iteration 43Q: 3 clusters Score -2.089645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227201 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -20896460.000000 Penalty: 6140.393066
	Iteration 44Q: 3 clusters Score -2.089646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227223 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -20896460.000000 Penalty: 6140.393066
	Iteration 45Q: 3 clusters Score -2.089646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227243 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -20896458.000000 Penalty: 6140.393066
	Iteration 46Q: 3 clusters Score -2.089646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227254 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -20896462.000000 Penalty: 6140.393066
	Iteration 47Q: 3 clusters Score -2.089646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227274 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -20896466.000000 Penalty: 6140.393066
	Iteration 48Q: 3 clusters Score -2.089647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227295 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -20896462.000000 Penalty: 6140.393066
	Iteration 49Q: 3 clusters Score -2.089646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227311 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -20896454.000000 Penalty: 6140.393066
	Iteration 50Q: 3 clusters Score -2.089645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227327 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -20896456.000000 Penalty: 6140.393066
	Iteration 51Q: 3 clusters Score -2.089646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227343 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -20896446.000000 Penalty: 6140.393066
	Iteration 52Q: 3 clusters Score -2.089645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227358 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -20896428.000000 Penalty: 6140.393066
	Iteration 53Q: 3 clusters Score -2.089643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227368 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -20896420.000000 Penalty: 6140.393066
	Iteration 54Q: 3 clusters Score -2.089642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227380 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -20896426.000000 Penalty: 6140.393066
	Iteration 55Q: 3 clusters Score -2.089643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227393 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -20896450.000000 Penalty: 6140.393066
	Iteration 56Q: 3 clusters Score -2.089645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227407 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -20896442.000000 Penalty: 6140.393066
	Iteration 57Q: 3 clusters Score -2.089644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227419 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -20896448.000000 Penalty: 6140.393066
	Iteration 58Q: 3 clusters Score -2.089645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227432 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -20896456.000000 Penalty: 6140.393066
	Iteration 59Q: 3 clusters Score -2.089646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227444 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -20896452.000000 Penalty: 6140.393066
	Iteration 60F: 3 clusters Score -2.089645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227455 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -20896472.000000 Penalty: 6140.393066
	Iteration 61Q: 3 clusters Score -2.089647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227465 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -20896460.000000 Penalty: 6140.393066
	Iteration 62Q: 3 clusters Score -2.089646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227478 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -20896466.000000 Penalty: 6140.393066
	Iteration 63Q: 3 clusters Score -2.089647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227490 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -20896450.000000 Penalty: 6140.393066
	Iteration 64Q: 3 clusters Score -2.089645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227499 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -20896450.000000 Penalty: 6140.393066
	Iteration 65Q: 3 clusters Score -2.089645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227503 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -20896460.000000 Penalty: 6140.393066
	Iteration 66Q: 3 clusters Score -2.089646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227507 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -20896450.000000 Penalty: 6140.393066
	Iteration 67Q: 3 clusters Score -2.089645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227512 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -20896460.000000 Penalty: 6140.393066
	Iteration 68Q: 3 clusters Score -2.089646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227519 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -20896456.000000 Penalty: 6140.393066
	Iteration 69Q: 3 clusters Score -2.089646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227524 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -20896452.000000 Penalty: 6140.393066
	Iteration 70Q: 3 clusters Score -2.089645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227533 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -20896482.000000 Penalty: 6140.393066
	Iteration 71Q: 3 clusters Score -2.089648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227539 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -20896484.000000 Penalty: 6140.393066
	Iteration 72Q: 3 clusters Score -2.089648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227546 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -20896480.000000 Penalty: 6140.393066
	Iteration 73Q: 3 clusters Score -2.089648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227551 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -20896490.000000 Penalty: 6140.393066
	Iteration 74Q: 3 clusters Score -2.089649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227556 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -20896492.000000 Penalty: 6140.393066
	Iteration 75Q: 3 clusters Score -2.089649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227559 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -20896480.000000 Penalty: 6140.393066
	Iteration 76Q: 3 clusters Score -2.089648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227562 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -20896490.000000 Penalty: 6140.393066
	Iteration 77Q: 3 clusters Score -2.089649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227563 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -20896486.000000 Penalty: 6140.393066
	Iteration 78Q: 3 clusters Score -2.089649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -20896478.000000 Penalty: 6140.393066
	Iteration 79Q: 3 clusters Score -2.089648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -20896478.000000 Penalty: 6140.393066
	Iteration 80F: 3 clusters Score -2.089648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 38097 members 
Mstep: Class 4 contains 136314 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42306 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 33816 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147123 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 410846 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 150739 members 
Mstep: Class 18 contains 67349 members 
Mstep: Class 19 contains 3784 members 
Mstep: Class 20 contains 61534 members 
Mstep: Class 21 contains 24465 members 
Mstep: Class 22 contains 227564 members 
Mstep: Class 23 contains 210584 members 
Mstep: Class 24 contains 24630 members 
Mstep: Class 25 contains 17046 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 22510 members 
Mstep: Class 30 contains 10388 members 
Entering Unmasked Estep 
Score: -146474704.000000 Penalty: 106759.125000
Splitting cluster 22 changes total score from -146473040.000000 to -146474704.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (210584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210584 members 
Entering Unmasked Estep 
Score: -18745804.000000 Penalty: 3039.894775
	Iteration 0F: 2 clusters Score -1.87458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -18604582.000000 Penalty: 6079.789551
	Iteration 0F: 3 clusters Score -1.860458e+07 nChanged 101422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -18663868.000000 Penalty: 6079.789551
	Iteration 1F: 3 clusters Score -1.866387e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -18664926.000000 Penalty: 6079.789551
	Iteration 2Q: 3 clusters Score -1.866493e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -18665996.000000 Penalty: 6079.789551
	Iteration 3Q: 3 clusters Score -1.8666e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -18667744.000000 Penalty: 6079.789551
	Iteration 4Q: 3 clusters Score -1.866774e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -18670840.000000 Penalty: 6079.789551
	Iteration 5Q: 3 clusters Score -1.867084e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137526 members 
Mstep: Class 2 contains 73058 members 
Entering Unmasked Estep 
Score: -18677370.000000 Penalty: 6079.789551
	Iteration 6F: 3 clusters Score -1.867737e+07 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152897 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -18688406.000000 Penalty: 6079.789551
	Iteration 7F: 3 clusters Score -1.868841e+07 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -18704978.000000 Penalty: 6079.789551
	Iteration 8F: 3 clusters Score -1.870498e+07 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -18722226.000000 Penalty: 6079.789551
	Iteration 9F: 3 clusters Score -1.872223e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201457 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -18734530.000000 Penalty: 6079.789551
	Iteration 10F: 3 clusters Score -1.873453e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207502 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -18740226.000000 Penalty: 6079.789551
	Iteration 11Q: 3 clusters Score -1.874023e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209593 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18742126.000000 Penalty: 6079.789551
	Iteration 12Q: 3 clusters Score -1.874213e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210182 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -18742750.000000 Penalty: 6079.789551
	Iteration 13Q: 3 clusters Score -1.874275e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210306 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18742950.000000 Penalty: 6079.789551
	Iteration 14Q: 3 clusters Score -1.874295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210340 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18743002.000000 Penalty: 6079.789551
	Iteration 15Q: 3 clusters Score -1.8743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210355 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18743044.000000 Penalty: 6079.789551
	Iteration 16Q: 3 clusters Score -1.874304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18743052.000000 Penalty: 6079.789551
	Iteration 17Q: 3 clusters Score -1.874305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210359 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18743060.000000 Penalty: 6079.789551
	Iteration 18Q: 3 clusters Score -1.874306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210362 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18743078.000000 Penalty: 6079.789551
	Iteration 19Q: 3 clusters Score -1.874308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210362 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18743080.000000 Penalty: 6079.789551
	Iteration 20F: 3 clusters Score -1.874308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210363 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18743080.000000 Penalty: 6079.789551
	Iteration 21Q: 3 clusters Score -1.874308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210363 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18743080.000000 Penalty: 6079.789551
	Iteration 22F: 3 clusters Score -1.874308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Entering Unmasked Estep 
Score: -2147473.000000 Penalty: 2507.706543
	Iteration 0F: 2 clusters Score -2147473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2130469.000000 Penalty: 5015.413086
	Iteration 0F: 3 clusters Score -2130469 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2136413.250000 Penalty: 5015.413086
	Iteration 1F: 3 clusters Score -2136413 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2136874.250000 Penalty: 5015.413086
	Iteration 2F: 3 clusters Score -2136874 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2137301.500000 Penalty: 5015.413086
	Iteration 3Q: 3 clusters Score -2137302 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2137733.250000 Penalty: 5015.413086
	Iteration 4Q: 3 clusters Score -2137733 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2138236.750000 Penalty: 5015.413086
	Iteration 5Q: 3 clusters Score -2138237 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2138864.000000 Penalty: 5015.413086
	Iteration 6Q: 3 clusters Score -2138864 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2139652.000000 Penalty: 5015.413086
	Iteration 7F: 3 clusters Score -2139652 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2140588.750000 Penalty: 5015.413086
	Iteration 8F: 3 clusters Score -2140589 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2141527.250000 Penalty: 5015.413086
	Iteration 9F: 3 clusters Score -2141527 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2142459.500000 Penalty: 5015.413086
	Iteration 10Q: 3 clusters Score -2142460 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2143451.000000 Penalty: 5015.413086
	Iteration 11Q: 3 clusters Score -2143451 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2144393.000000 Penalty: 5015.413086
	Iteration 12Q: 3 clusters Score -2144393 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2144869.500000 Penalty: 5015.413086
	Iteration 13Q: 3 clusters Score -2144870 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2145085.500000 Penalty: 5015.413086
	Iteration 14Q: 3 clusters Score -2145086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2145199.750000 Penalty: 5015.413086
	Iteration 15Q: 3 clusters Score -2145200 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2145257.000000 Penalty: 5015.413086
	Iteration 16Q: 3 clusters Score -2145257 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2145298.250000 Penalty: 5015.413086
	Iteration 17Q: 3 clusters Score -2145298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2145320.750000 Penalty: 5015.413086
	Iteration 18Q: 3 clusters Score -2145321 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2145339.250000 Penalty: 5015.413086
	Iteration 19Q: 3 clusters Score -2145339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2145358.000000 Penalty: 5015.413086
	Iteration 20F: 3 clusters Score -2145358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2145367.250000 Penalty: 5015.413086
	Iteration 21Q: 3 clusters Score -2145367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2145374.250000 Penalty: 5015.413086
	Iteration 22Q: 3 clusters Score -2145374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2145378.250000 Penalty: 5015.413086
	Iteration 23Q: 3 clusters Score -2145378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2145382.000000 Penalty: 5015.413086
	Iteration 24Q: 3 clusters Score -2145382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2145386.500000 Penalty: 5015.413086
	Iteration 25Q: 3 clusters Score -2145386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2145381.750000 Penalty: 5015.413086
	Iteration 26Q: 3 clusters Score -2145382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2145390.000000 Penalty: 5015.413086
	Iteration 27Q: 3 clusters Score -2145390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2145391.000000 Penalty: 5015.413086
	Iteration 28Q: 3 clusters Score -2145391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2145394.750000 Penalty: 5015.413086
	Iteration 29Q: 3 clusters Score -2145395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2145394.000000 Penalty: 5015.413086
	Iteration 30Q: 3 clusters Score -2145394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2145397.500000 Penalty: 5015.413086
	Iteration 31Q: 3 clusters Score -2145398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2145398.000000 Penalty: 5015.413086
	Iteration 32Q: 3 clusters Score -2145398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2145400.500000 Penalty: 5015.413086
	Iteration 33Q: 3 clusters Score -2145400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2145400.500000 Penalty: 5015.413086
	Iteration 34Q: 3 clusters Score -2145400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2145402.250000 Penalty: 5015.413086
	Iteration 35Q: 3 clusters Score -2145402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2145408.000000 Penalty: 5015.413086
	Iteration 36Q: 3 clusters Score -2145408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2145411.000000 Penalty: 5015.413086
	Iteration 37Q: 3 clusters Score -2145411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2145416.000000 Penalty: 5015.413086
	Iteration 38Q: 3 clusters Score -2145416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2145423.500000 Penalty: 5015.413086
	Iteration 39Q: 3 clusters Score -2145424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2145429.500000 Penalty: 5015.413086
	Iteration 40F: 3 clusters Score -2145430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2145431.500000 Penalty: 5015.413086
	Iteration 41Q: 3 clusters Score -2145432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2145440.500000 Penalty: 5015.413086
	Iteration 42Q: 3 clusters Score -2145440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2145442.250000 Penalty: 5015.413086
	Iteration 43Q: 3 clusters Score -2145442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2145446.000000 Penalty: 5015.413086
	Iteration 44Q: 3 clusters Score -2145446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2145456.000000 Penalty: 5015.413086
	Iteration 45Q: 3 clusters Score -2145456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2145459.750000 Penalty: 5015.413086
	Iteration 46Q: 3 clusters Score -2145460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2145472.750000 Penalty: 5015.413086
	Iteration 47Q: 3 clusters Score -2145473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2145474.500000 Penalty: 5015.413086
	Iteration 48Q: 3 clusters Score -2145474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2145477.500000 Penalty: 5015.413086
	Iteration 49Q: 3 clusters Score -2145478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2145479.250000 Penalty: 5015.413086
	Iteration 50Q: 3 clusters Score -2145479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2145478.000000 Penalty: 5015.413086
	Iteration 51Q: 3 clusters Score -2145478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2145477.000000 Penalty: 5015.413086
	Iteration 52Q: 3 clusters Score -2145477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2145477.250000 Penalty: 5015.413086
	Iteration 53Q: 3 clusters Score -2145477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2145476.500000 Penalty: 5015.413086
	Iteration 54Q: 3 clusters Score -2145476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2145475.750000 Penalty: 5015.413086
	Iteration 55Q: 3 clusters Score -2145476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2145475.750000 Penalty: 5015.413086
	Iteration 56F: 3 clusters Score -2145476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -1456342.250000 Penalty: 2416.430176
	Iteration 0F: 2 clusters Score -1456342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1444078.625000 Penalty: 4832.860352
	Iteration 0F: 3 clusters Score -1444079 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1448051.125000 Penalty: 4832.860352
	Iteration 1F: 3 clusters Score -1448051 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1448599.250000 Penalty: 4832.860352
	Iteration 2F: 3 clusters Score -1448599 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1449205.625000 Penalty: 4832.860352
	Iteration 3F: 3 clusters Score -1449206 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1449833.875000 Penalty: 4832.860352
	Iteration 4F: 3 clusters Score -1449834 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1450441.125000 Penalty: 4832.860352
	Iteration 5F: 3 clusters Score -1450441 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1451089.750000 Penalty: 4832.860352
	Iteration 6F: 3 clusters Score -1451090 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1451730.500000 Penalty: 4832.860352
	Iteration 7F: 3 clusters Score -1451730 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1452284.875000 Penalty: 4832.860352
	Iteration 8Q: 3 clusters Score -1452285 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1452763.750000 Penalty: 4832.860352
	Iteration 9Q: 3 clusters Score -1452764 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1453177.500000 Penalty: 4832.860352
	Iteration 10Q: 3 clusters Score -1453178 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1453537.250000 Penalty: 4832.860352
	Iteration 11Q: 3 clusters Score -1453537 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1453829.000000 Penalty: 4832.860352
	Iteration 12Q: 3 clusters Score -1453829 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1454100.375000 Penalty: 4832.860352
	Iteration 13Q: 3 clusters Score -1454100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1454352.375000 Penalty: 4832.860352
	Iteration 14Q: 3 clusters Score -1454352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1454581.250000 Penalty: 4832.860352
	Iteration 15Q: 3 clusters Score -1454581 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1454777.125000 Penalty: 4832.860352
	Iteration 16Q: 3 clusters Score -1454777 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1454938.750000 Penalty: 4832.860352
	Iteration 17Q: 3 clusters Score -1454939 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1455026.375000 Penalty: 4832.860352
	Iteration 18Q: 3 clusters Score -1455026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1455078.375000 Penalty: 4832.860352
	Iteration 19Q: 3 clusters Score -1455078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1455105.000000 Penalty: 4832.860352
	Iteration 20F: 3 clusters Score -1455105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1455126.000000 Penalty: 4832.860352
	Iteration 21Q: 3 clusters Score -1455126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1455139.750000 Penalty: 4832.860352
	Iteration 22Q: 3 clusters Score -1455140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1455153.500000 Penalty: 4832.860352
	Iteration 23Q: 3 clusters Score -1455154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1455169.250000 Penalty: 4832.860352
	Iteration 24Q: 3 clusters Score -1455169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1455176.125000 Penalty: 4832.860352
	Iteration 25Q: 3 clusters Score -1455176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1455184.375000 Penalty: 4832.860352
	Iteration 26Q: 3 clusters Score -1455184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1455187.000000 Penalty: 4832.860352
	Iteration 27Q: 3 clusters Score -1455187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1455191.250000 Penalty: 4832.860352
	Iteration 28Q: 3 clusters Score -1455191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1455191.625000 Penalty: 4832.860352
	Iteration 29Q: 3 clusters Score -1455192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1455190.125000 Penalty: 4832.860352
	Iteration 30Q: 3 clusters Score -1455190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1455191.750000 Penalty: 4832.860352
	Iteration 31Q: 3 clusters Score -1455192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1455192.625000 Penalty: 4832.860352
	Iteration 32Q: 3 clusters Score -1455193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1455192.875000 Penalty: 4832.860352
	Iteration 33Q: 3 clusters Score -1455193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1455191.125000 Penalty: 4832.860352
	Iteration 34Q: 3 clusters Score -1455191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1455193.625000 Penalty: 4832.860352
	Iteration 35Q: 3 clusters Score -1455194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1455196.000000 Penalty: 4832.860352
	Iteration 36Q: 3 clusters Score -1455196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1455197.250000 Penalty: 4832.860352
	Iteration 37Q: 3 clusters Score -1455197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1455196.375000 Penalty: 4832.860352
	Iteration 38Q: 3 clusters Score -1455196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1455199.875000 Penalty: 4832.860352
	Iteration 39Q: 3 clusters Score -1455200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1455199.750000 Penalty: 4832.860352
	Iteration 40F: 3 clusters Score -1455200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1455198.875000 Penalty: 4832.860352
	Iteration 41Q: 3 clusters Score -1455199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1455198.500000 Penalty: 4832.860352
	Iteration 42Q: 3 clusters Score -1455198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1455198.500000 Penalty: 4832.860352
	Iteration 43F: 3 clusters Score -1455198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -300764.406250 Penalty: 2030.174072
	Iteration 0F: 2 clusters Score -300764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -297142.406250 Penalty: 4060.348145
	Iteration 0F: 3 clusters Score -297142.4 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -297934.062500 Penalty: 4060.348145
	Iteration 1F: 3 clusters Score -297934.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -298100.156250 Penalty: 4060.348145
	Iteration 2F: 3 clusters Score -298100.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -298232.437500 Penalty: 4060.348145
	Iteration 3F: 3 clusters Score -298232.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -298315.218750 Penalty: 4060.348145
	Iteration 4Q: 3 clusters Score -298315.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -298380.656250 Penalty: 4060.348145
	Iteration 5Q: 3 clusters Score -298380.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -298432.937500 Penalty: 4060.348145
	Iteration 6Q: 3 clusters Score -298432.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -298473.968750 Penalty: 4060.348145
	Iteration 7Q: 3 clusters Score -298474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -298514.812500 Penalty: 4060.348145
	Iteration 8Q: 3 clusters Score -298514.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -298569.531250 Penalty: 4060.348145
	Iteration 9Q: 3 clusters Score -298569.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -298641.750000 Penalty: 4060.348145
	Iteration 10Q: 3 clusters Score -298641.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -298734.781250 Penalty: 4060.348145
	Iteration 11Q: 3 clusters Score -298734.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -298875.937500 Penalty: 4060.348145
	Iteration 12Q: 3 clusters Score -298875.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -299078.312500 Penalty: 4060.348145
	Iteration 13Q: 3 clusters Score -299078.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -299192.906250 Penalty: 4060.348145
	Iteration 14Q: 3 clusters Score -299192.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299272.500000 Penalty: 4060.348145
	Iteration 15Q: 3 clusters Score -299272.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -299332.156250 Penalty: 4060.348145
	Iteration 16Q: 3 clusters Score -299332.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -299392.343750 Penalty: 4060.348145
	Iteration 17Q: 3 clusters Score -299392.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -299440.218750 Penalty: 4060.348145
	Iteration 18Q: 3 clusters Score -299440.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -299486.593750 Penalty: 4060.348145
	Iteration 19Q: 3 clusters Score -299486.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -299537.437500 Penalty: 4060.348145
	Iteration 20F: 3 clusters Score -299537.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -299586.156250 Penalty: 4060.348145
	Iteration 21Q: 3 clusters Score -299586.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -299631.250000 Penalty: 4060.348145
	Iteration 22Q: 3 clusters Score -299631.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -299675.593750 Penalty: 4060.348145
	Iteration 23Q: 3 clusters Score -299675.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -299729.406250 Penalty: 4060.348145
	Iteration 24Q: 3 clusters Score -299729.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -299789.500000 Penalty: 4060.348145
	Iteration 25Q: 3 clusters Score -299789.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -299854.843750 Penalty: 4060.348145
	Iteration 26Q: 3 clusters Score -299854.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -299916.031250 Penalty: 4060.348145
	Iteration 27Q: 3 clusters Score -299916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -299967.562500 Penalty: 4060.348145
	Iteration 28Q: 3 clusters Score -299967.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -299995.281250 Penalty: 4060.348145
	Iteration 29Q: 3 clusters Score -299995.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -300018.531250 Penalty: 4060.348145
	Iteration 30Q: 3 clusters Score -300018.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -300040.906250 Penalty: 4060.348145
	Iteration 31Q: 3 clusters Score -300040.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -300061.718750 Penalty: 4060.348145
	Iteration 32Q: 3 clusters Score -300061.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -300074.968750 Penalty: 4060.348145
	Iteration 33Q: 3 clusters Score -300075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -300092.906250 Penalty: 4060.348145
	Iteration 34Q: 3 clusters Score -300092.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -300111.687500 Penalty: 4060.348145
	Iteration 35Q: 3 clusters Score -300111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -300126.406250 Penalty: 4060.348145
	Iteration 36Q: 3 clusters Score -300126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -300141.250000 Penalty: 4060.348145
	Iteration 37Q: 3 clusters Score -300141.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -300155.937500 Penalty: 4060.348145
	Iteration 38Q: 3 clusters Score -300155.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -300182.093750 Penalty: 4060.348145
	Iteration 39Q: 3 clusters Score -300182.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -300204.875000 Penalty: 4060.348145
	Iteration 40F: 3 clusters Score -300204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -300218.562500 Penalty: 4060.348145
	Iteration 41Q: 3 clusters Score -300218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -300226.531250 Penalty: 4060.348145
	Iteration 42Q: 3 clusters Score -300226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -300234.843750 Penalty: 4060.348145
	Iteration 43Q: 3 clusters Score -300234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -300239.562500 Penalty: 4060.348145
	Iteration 44Q: 3 clusters Score -300239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -300240.843750 Penalty: 4060.348145
	Iteration 45Q: 3 clusters Score -300240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -300241.468750 Penalty: 4060.348145
	Iteration 46Q: 3 clusters Score -300241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -300243.093750 Penalty: 4060.348145
	Iteration 47Q: 3 clusters Score -300243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -300243.093750 Penalty: 4060.348145
	Iteration 48F: 3 clusters Score -300243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -496002.625000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -496002.6 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 2952 members 
Entering Unmasked Estep 
Score: -490848.687500 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -490848.7 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -492109.093750 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -492109.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -492309.843750 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -492309.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -492452.062500 Penalty: 4310.141602
	Iteration 3Q: 3 clusters Score -492452.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -492559.531250 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -492559.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -492641.625000 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -492641.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -492713.531250 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -492713.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -492788.625000 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -492788.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -492871.437500 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -492871.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -492951.062500 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -492951.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -493032.968750 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -493033 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -493130.781250 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -493130.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -493255.468750 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -493255.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -493365.093750 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -493365.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -493458.250000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -493458.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493553.906250 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -493553.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -493679.656250 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -493679.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -493830.750000 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -493830.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -493947.218750 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -493947.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -494049.875000 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -494049.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -494159.187500 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -494159.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -494242.687500 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -494242.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -494308.562500 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -494308.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -494361.937500 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -494361.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -494423.625000 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -494423.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -494469.375000 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -494469.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -494515.531250 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -494515.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -494559.343750 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -494559.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -494584.937500 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -494584.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -494615.625000 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -494615.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -494640.062500 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -494640.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -494662.218750 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -494662.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -494676.437500 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -494676.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -494690.125000 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -494690.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -494699.750000 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -494699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -494706.625000 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -494706.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -494715.125000 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -494715.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -494721.000000 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -494721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -494727.437500 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -494727.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -494735.593750 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -494735.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -494741.937500 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -494741.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -494747.562500 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -494747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -494751.812500 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -494751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -494754.062500 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -494754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -494756.687500 Penalty: 4310.141602
	Iteration 44Q: 3 clusters Score -494756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -494757.312500 Penalty: 4310.141602
	Iteration 45Q: 3 clusters Score -494757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -494761.281250 Penalty: 4310.141602
	Iteration 46Q: 3 clusters Score -494761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -494761.562500 Penalty: 4310.141602
	Iteration 47Q: 3 clusters Score -494761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -494762.968750 Penalty: 4310.141602
	Iteration 48Q: 3 clusters Score -494763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -494764.031250 Penalty: 4310.141602
	Iteration 49Q: 3 clusters Score -494764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -494765.937500 Penalty: 4310.141602
	Iteration 50Q: 3 clusters Score -494765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494766.625000 Penalty: 4310.141602
	Iteration 51Q: 3 clusters Score -494766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494766.625000 Penalty: 4310.141602
	Iteration 52F: 3 clusters Score -494766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -223803.078125 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -223803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -220653.421875 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -220653.4 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -221237.062500 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -221237.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221461.171875 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -221461.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -221776.265625 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -221776.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -222123.171875 Penalty: 3925.469238
	Iteration 4F: 3 clusters Score -222123.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222432.078125 Penalty: 3925.469238
	Iteration 5F: 3 clusters Score -222432.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -222738.390625 Penalty: 3925.469238
	Iteration 6F: 3 clusters Score -222738.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223017.328125 Penalty: 3925.469238
	Iteration 7F: 3 clusters Score -223017.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223181.218750 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -223181.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -223258.062500 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -223258.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -223309.781250 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -223309.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -223333.968750 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -223334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223354.890625 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -223354.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223369.203125 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -223369.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223379.421875 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -223379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223388.359375 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -223388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -223394.375000 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -223394.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -223398.203125 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -223398.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223401.406250 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -223401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -223401.921875 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -223401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -223401.921875 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -223401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Entering Unmasked Estep 
Score: -1807339.750000 Penalty: 2485.385254
	Iteration 0F: 2 clusters Score -1807340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1791566.000000 Penalty: 4970.770508
	Iteration 0F: 3 clusters Score -1791566 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1796935.875000 Penalty: 4970.770508
	Iteration 1F: 3 clusters Score -1796936 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1797430.125000 Penalty: 4970.770508
	Iteration 2F: 3 clusters Score -1797430 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1797934.625000 Penalty: 4970.770508
	Iteration 3F: 3 clusters Score -1797935 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1798498.750000 Penalty: 4970.770508
	Iteration 4F: 3 clusters Score -1798499 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1799115.250000 Penalty: 4970.770508
	Iteration 5F: 3 clusters Score -1799115 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1799781.250000 Penalty: 4970.770508
	Iteration 6F: 3 clusters Score -1799781 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1800458.625000 Penalty: 4970.770508
	Iteration 7F: 3 clusters Score -1800459 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1801137.375000 Penalty: 4970.770508
	Iteration 8F: 3 clusters Score -1801137 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1801663.875000 Penalty: 4970.770508
	Iteration 9Q: 3 clusters Score -1801664 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1802116.125000 Penalty: 4970.770508
	Iteration 10Q: 3 clusters Score -1802116 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1802502.125000 Penalty: 4970.770508
	Iteration 11Q: 3 clusters Score -1802502 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1802737.750000 Penalty: 4970.770508
	Iteration 12Q: 3 clusters Score -1802738 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1802898.375000 Penalty: 4970.770508
	Iteration 13Q: 3 clusters Score -1802898 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1803035.000000 Penalty: 4970.770508
	Iteration 14Q: 3 clusters Score -1803035 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1803161.125000 Penalty: 4970.770508
	Iteration 15Q: 3 clusters Score -1803161 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1803265.125000 Penalty: 4970.770508
	Iteration 16Q: 3 clusters Score -1803265 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1803365.875000 Penalty: 4970.770508
	Iteration 17Q: 3 clusters Score -1803366 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1803460.125000 Penalty: 4970.770508
	Iteration 18Q: 3 clusters Score -1803460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1803539.750000 Penalty: 4970.770508
	Iteration 19Q: 3 clusters Score -1803540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1803618.125000 Penalty: 4970.770508
	Iteration 20F: 3 clusters Score -1803618 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1803690.750000 Penalty: 4970.770508
	Iteration 21Q: 3 clusters Score -1803691 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1803753.625000 Penalty: 4970.770508
	Iteration 22Q: 3 clusters Score -1803754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1803812.375000 Penalty: 4970.770508
	Iteration 23Q: 3 clusters Score -1803812 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1803871.125000 Penalty: 4970.770508
	Iteration 24Q: 3 clusters Score -1803871 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1803911.750000 Penalty: 4970.770508
	Iteration 25Q: 3 clusters Score -1803912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1803956.875000 Penalty: 4970.770508
	Iteration 26Q: 3 clusters Score -1803957 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1804007.750000 Penalty: 4970.770508
	Iteration 27Q: 3 clusters Score -1804008 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1804078.750000 Penalty: 4970.770508
	Iteration 28Q: 3 clusters Score -1804079 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1804139.875000 Penalty: 4970.770508
	Iteration 29Q: 3 clusters Score -1804140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1804190.250000 Penalty: 4970.770508
	Iteration 30Q: 3 clusters Score -1804190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -1804234.750000 Penalty: 4970.770508
	Iteration 31Q: 3 clusters Score -1804235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1804287.750000 Penalty: 4970.770508
	Iteration 32Q: 3 clusters Score -1804288 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1804352.500000 Penalty: 4970.770508
	Iteration 33Q: 3 clusters Score -1804352 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -1804412.000000 Penalty: 4970.770508
	Iteration 34Q: 3 clusters Score -1804412 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1804470.625000 Penalty: 4970.770508
	Iteration 35Q: 3 clusters Score -1804471 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1804515.250000 Penalty: 4970.770508
	Iteration 36Q: 3 clusters Score -1804515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1804568.750000 Penalty: 4970.770508
	Iteration 37Q: 3 clusters Score -1804569 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1804620.250000 Penalty: 4970.770508
	Iteration 38Q: 3 clusters Score -1804620 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1804678.500000 Penalty: 4970.770508
	Iteration 39Q: 3 clusters Score -1804678 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1804735.250000 Penalty: 4970.770508
	Iteration 40F: 3 clusters Score -1804735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1804803.375000 Penalty: 4970.770508
	Iteration 41Q: 3 clusters Score -1804803 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -1804849.125000 Penalty: 4970.770508
	Iteration 42Q: 3 clusters Score -1804849 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1804895.250000 Penalty: 4970.770508
	Iteration 43Q: 3 clusters Score -1804895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1804934.375000 Penalty: 4970.770508
	Iteration 44Q: 3 clusters Score -1804934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1804972.250000 Penalty: 4970.770508
	Iteration 45Q: 3 clusters Score -1804972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1805000.125000 Penalty: 4970.770508
	Iteration 46Q: 3 clusters Score -1805000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -1805028.000000 Penalty: 4970.770508
	Iteration 47Q: 3 clusters Score -1805028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1805060.625000 Penalty: 4970.770508
	Iteration 48Q: 3 clusters Score -1805061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1805075.250000 Penalty: 4970.770508
	Iteration 49Q: 3 clusters Score -1805075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1805107.000000 Penalty: 4970.770508
	Iteration 50Q: 3 clusters Score -1805107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1805128.000000 Penalty: 4970.770508
	Iteration 51Q: 3 clusters Score -1805128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1805154.250000 Penalty: 4970.770508
	Iteration 52Q: 3 clusters Score -1805154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1805177.500000 Penalty: 4970.770508
	Iteration 53Q: 3 clusters Score -1805178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1805200.625000 Penalty: 4970.770508
	Iteration 54Q: 3 clusters Score -1805201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1805215.000000 Penalty: 4970.770508
	Iteration 55Q: 3 clusters Score -1805215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -1805235.500000 Penalty: 4970.770508
	Iteration 56Q: 3 clusters Score -1805236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1805248.250000 Penalty: 4970.770508
	Iteration 57Q: 3 clusters Score -1805248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -1805257.875000 Penalty: 4970.770508
	Iteration 58Q: 3 clusters Score -1805258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -1805264.875000 Penalty: 4970.770508
	Iteration 59Q: 3 clusters Score -1805265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -1805275.375000 Penalty: 4970.770508
	Iteration 60F: 3 clusters Score -1805275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1805285.125000 Penalty: 4970.770508
	Iteration 61Q: 3 clusters Score -1805285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1805289.875000 Penalty: 4970.770508
	Iteration 62Q: 3 clusters Score -1805290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1805291.500000 Penalty: 4970.770508
	Iteration 63Q: 3 clusters Score -1805292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -1805301.375000 Penalty: 4970.770508
	Iteration 64Q: 3 clusters Score -1805301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -1805302.750000 Penalty: 4970.770508
	Iteration 65Q: 3 clusters Score -1805303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -1805304.500000 Penalty: 4970.770508
	Iteration 66Q: 3 clusters Score -1805304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -1805307.750000 Penalty: 4970.770508
	Iteration 67Q: 3 clusters Score -1805308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1805307.750000 Penalty: 4970.770508
	Iteration 68Q: 3 clusters Score -1805308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -1805317.500000 Penalty: 4970.770508
	Iteration 69Q: 3 clusters Score -1805318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -1805318.500000 Penalty: 4970.770508
	Iteration 70Q: 3 clusters Score -1805318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1805317.250000 Penalty: 4970.770508
	Iteration 71Q: 3 clusters Score -1805317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1805318.000000 Penalty: 4970.770508
	Iteration 72Q: 3 clusters Score -1805318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -1805320.125000 Penalty: 4970.770508
	Iteration 73Q: 3 clusters Score -1805320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -1805318.500000 Penalty: 4970.770508
	Iteration 74Q: 3 clusters Score -1805318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1805318.125000 Penalty: 4970.770508
	Iteration 75Q: 3 clusters Score -1805318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1805318.125000 Penalty: 4970.770508
	Iteration 76F: 3 clusters Score -1805318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 38097 members 
Mstep: Class 4 contains 136314 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42306 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 33816 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 147123 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 410846 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 150739 members 
Mstep: Class 18 contains 67349 members 
Mstep: Class 19 contains 3784 members 
Mstep: Class 20 contains 61534 members 
Mstep: Class 21 contains 24465 members 
Mstep: Class 22 contains 227564 members 
Mstep: Class 23 contains 210584 members 
Mstep: Class 24 contains 24630 members 
Mstep: Class 25 contains 17046 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 22510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146475728.000000 Penalty: 106759.125000
Iteration 119Q: 31 clusters Score -1.464757e+08 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 37999 members 
Mstep: Class 4 contains 136666 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42293 members 
Mstep: Class 7 contains 18267 members 
Mstep: Class 8 contains 33154 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146917 members 
Mstep: Class 12 contains 16783 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 410679 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 151167 members 
Mstep: Class 18 contains 67461 members 
Mstep: Class 19 contains 3794 members 
Mstep: Class 20 contains 62046 members 
Mstep: Class 21 contains 24655 members 
Mstep: Class 22 contains 227016 members 
Mstep: Class 23 contains 210628 members 
Mstep: Class 24 contains 24634 members 
Mstep: Class 25 contains 17041 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 2737 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 10258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146476960.000000 Penalty: 106759.125000
Iteration 120F: 31 clusters Score -1.46477e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 37925 members 
Mstep: Class 4 contains 136919 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42282 members 
Mstep: Class 7 contains 18293 members 
Mstep: Class 8 contains 32613 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146730 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 410459 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 151363 members 
Mstep: Class 18 contains 67527 members 
Mstep: Class 19 contains 3801 members 
Mstep: Class 20 contains 62452 members 
Mstep: Class 21 contains 24761 members 
Mstep: Class 22 contains 226471 members 
Mstep: Class 23 contains 210580 members 
Mstep: Class 24 contains 24634 members 
Mstep: Class 25 contains 17037 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 22637 members 
Mstep: Class 30 contains 10688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477984.000000 Penalty: 106759.125000
Iteration 121Q: 31 clusters Score -1.46478e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 37854 members 
Mstep: Class 4 contains 137204 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42279 members 
Mstep: Class 7 contains 18327 members 
Mstep: Class 8 contains 32147 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146541 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 410323 members 
Mstep: Class 16 contains 5219 members 
Mstep: Class 17 contains 151478 members 
Mstep: Class 18 contains 67584 members 
Mstep: Class 19 contains 3806 members 
Mstep: Class 20 contains 62830 members 
Mstep: Class 21 contains 24865 members 
Mstep: Class 22 contains 225943 members 
Mstep: Class 23 contains 210505 members 
Mstep: Class 24 contains 24634 members 
Mstep: Class 25 contains 17032 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5960 members 
Mstep: Class 28 contains 2739 members 
Mstep: Class 29 contains 22691 members 
Mstep: Class 30 contains 11022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477888.000000 Penalty: 106759.125000
Iteration 122Q: 31 clusters Score -1.464779e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2483 members 
Mstep: Class 3 contains 37783 members 
Mstep: Class 4 contains 137457 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42276 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 31717 members 
Mstep: Class 9 contains 2865 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146359 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 410179 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 151625 members 
Mstep: Class 18 contains 67618 members 
Mstep: Class 19 contains 3815 members 
Mstep: Class 20 contains 63153 members 
Mstep: Class 21 contains 24965 members 
Mstep: Class 22 contains 225362 members 
Mstep: Class 23 contains 210490 members 
Mstep: Class 24 contains 24631 members 
Mstep: Class 25 contains 17025 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 22756 members 
Mstep: Class 30 contains 11382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477840.000000 Penalty: 106759.125000
Iteration 123Q: 31 clusters Score -1.464778e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 37709 members 
Mstep: Class 4 contains 137727 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42276 members 
Mstep: Class 7 contains 18390 members 
Mstep: Class 8 contains 31345 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146192 members 
Mstep: Class 12 contains 16798 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 410047 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 151733 members 
Mstep: Class 18 contains 67653 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 63477 members 
Mstep: Class 21 contains 25082 members 
Mstep: Class 22 contains 224749 members 
Mstep: Class 23 contains 210439 members 
Mstep: Class 24 contains 24630 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22792 members 
Mstep: Class 30 contains 11726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478272.000000 Penalty: 106759.125000
Iteration 124Q: 31 clusters Score -1.464783e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2507 members 
Mstep: Class 3 contains 37618 members 
Mstep: Class 4 contains 137996 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42253 members 
Mstep: Class 7 contains 18436 members 
Mstep: Class 8 contains 30993 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 146020 members 
Mstep: Class 12 contains 16805 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 6348 members 
Mstep: Class 15 contains 409891 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 151846 members 
Mstep: Class 18 contains 67707 members 
Mstep: Class 19 contains 3831 members 
Mstep: Class 20 contains 63790 members 
Mstep: Class 21 contains 25185 members 
Mstep: Class 22 contains 224114 members 
Mstep: Class 23 contains 210443 members 
Mstep: Class 24 contains 24628 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22824 members 
Mstep: Class 30 contains 12017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478208.000000 Penalty: 106759.125000
Iteration 125Q: 31 clusters Score -1.464782e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 37513 members 
Mstep: Class 4 contains 138247 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42246 members 
Mstep: Class 7 contains 18477 members 
Mstep: Class 8 contains 30651 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 307 members 
Mstep: Class 11 contains 145880 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 409743 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 151962 members 
Mstep: Class 18 contains 67757 members 
Mstep: Class 19 contains 3837 members 
Mstep: Class 20 contains 64105 members 
Mstep: Class 21 contains 25285 members 
Mstep: Class 22 contains 223445 members 
Mstep: Class 23 contains 210401 members 
Mstep: Class 24 contains 24632 members 
Mstep: Class 25 contains 17017 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 5975 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22855 members 
Mstep: Class 30 contains 12326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478288.000000 Penalty: 106759.125000
Iteration 126Q: 31 clusters Score -1.464783e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 37413 members 
Mstep: Class 4 contains 138519 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42233 members 
Mstep: Class 7 contains 18525 members 
Mstep: Class 8 contains 30332 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145722 members 
Mstep: Class 12 contains 16806 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 409636 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 152090 members 
Mstep: Class 18 contains 67794 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 64408 members 
Mstep: Class 21 contains 25363 members 
Mstep: Class 22 contains 222775 members 
Mstep: Class 23 contains 210350 members 
Mstep: Class 24 contains 24630 members 
Mstep: Class 25 contains 17014 members 
Mstep: Class 26 contains 3588 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22871 members 
Mstep: Class 30 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 31 clusters Score -1.464786e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 37304 members 
Mstep: Class 4 contains 138789 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42223 members 
Mstep: Class 7 contains 18563 members 
Mstep: Class 8 contains 30019 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145552 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 409548 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 152196 members 
Mstep: Class 18 contains 67828 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 64713 members 
Mstep: Class 21 contains 25447 members 
Mstep: Class 22 contains 222166 members 
Mstep: Class 23 contains 210286 members 
Mstep: Class 24 contains 24629 members 
Mstep: Class 25 contains 17010 members 
Mstep: Class 26 contains 3588 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 22879 members 
Mstep: Class 30 contains 12863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478896.000000 Penalty: 106759.125000
Iteration 128Q: 31 clusters Score -1.464789e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 37192 members 
Mstep: Class 4 contains 139057 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 42212 members 
Mstep: Class 7 contains 18591 members 
Mstep: Class 8 contains 29730 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145410 members 
Mstep: Class 12 contains 16806 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 409421 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 152305 members 
Mstep: Class 18 contains 67873 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 65017 members 
Mstep: Class 21 contains 25527 members 
Mstep: Class 22 contains 221473 members 
Mstep: Class 23 contains 210235 members 
Mstep: Class 24 contains 24631 members 
Mstep: Class 25 contains 17006 members 
Mstep: Class 26 contains 3588 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 22902 members 
Mstep: Class 30 contains 13131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479360.000000 Penalty: 106759.125000
Iteration 129Q: 31 clusters Score -1.464794e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 37075 members 
Mstep: Class 4 contains 139304 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42198 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 8 contains 29441 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145310 members 
Mstep: Class 12 contains 16800 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 7691 members 
Mstep: Class 15 contains 409328 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 152372 members 
Mstep: Class 18 contains 67941 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 65290 members 
Mstep: Class 21 contains 25604 members 
Mstep: Class 22 contains 220674 members 
Mstep: Class 23 contains 210207 members 
Mstep: Class 24 contains 24633 members 
Mstep: Class 25 contains 17004 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22926 members 
Mstep: Class 30 contains 13379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479568.000000 Penalty: 106759.125000
Iteration 130Q: 31 clusters Score -1.464796e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 36946 members 
Mstep: Class 4 contains 139553 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 42179 members 
Mstep: Class 7 contains 18719 members 
Mstep: Class 8 contains 29167 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145201 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 8028 members 
Mstep: Class 15 contains 409209 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 152438 members 
Mstep: Class 18 contains 68031 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 65580 members 
Mstep: Class 21 contains 25675 members 
Mstep: Class 22 contains 219933 members 
Mstep: Class 23 contains 210169 members 
Mstep: Class 24 contains 24637 members 
Mstep: Class 25 contains 16998 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22950 members 
Mstep: Class 30 contains 13591 members 
Entering Unmasked Estep 
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Score: -146479856.000000 Penalty: 106759.125000
Iteration 131Q: 31 clusters Score -1.464799e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 36818 members 
Mstep: Class 4 contains 139799 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42161 members 
Mstep: Class 7 contains 18787 members 
Mstep: Class 8 contains 28929 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145106 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 409068 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 152529 members 
Mstep: Class 18 contains 68120 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 20 contains 65844 members 
Mstep: Class 21 contains 25730 members 
Mstep: Class 22 contains 219211 members 
Mstep: Class 23 contains 210145 members 
Mstep: Class 24 contains 24638 members 
Mstep: Class 25 contains 16993 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 22973 members 
Mstep: Class 30 contains 13783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479904.000000 Penalty: 106759.125000
Iteration 132Q: 31 clusters Score -1.464799e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 36708 members 
Mstep: Class 4 contains 140013 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42148 members 
Mstep: Class 7 contains 18855 members 
Mstep: Class 8 contains 28701 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 145009 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 408921 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 152586 members 
Mstep: Class 18 contains 68213 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 66091 members 
Mstep: Class 21 contains 25808 members 
Mstep: Class 22 contains 218508 members 
Mstep: Class 23 contains 210120 members 
Mstep: Class 24 contains 24641 members 
Mstep: Class 25 contains 16990 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 23006 members 
Mstep: Class 30 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480032.000000 Penalty: 106759.125000
Iteration 133Q: 31 clusters Score -1.4648e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 36580 members 
Mstep: Class 4 contains 140204 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42142 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 28503 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144945 members 
Mstep: Class 12 contains 16784 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 408805 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 152658 members 
Mstep: Class 18 contains 68300 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 66350 members 
Mstep: Class 21 contains 25870 members 
Mstep: Class 22 contains 217796 members 
Mstep: Class 23 contains 210112 members 
Mstep: Class 24 contains 24646 members 
Mstep: Class 25 contains 16988 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 23028 members 
Mstep: Class 30 contains 14115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480336.000000 Penalty: 106759.125000
Iteration 134Q: 31 clusters Score -1.464803e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 36436 members 
Mstep: Class 4 contains 140417 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42136 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 28322 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144877 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 408663 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 152706 members 
Mstep: Class 18 contains 68390 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 66604 members 
Mstep: Class 21 contains 25920 members 
Mstep: Class 22 contains 217142 members 
Mstep: Class 23 contains 210069 members 
Mstep: Class 24 contains 24647 members 
Mstep: Class 25 contains 16986 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 23054 members 
Mstep: Class 30 contains 14283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480384.000000 Penalty: 106759.125000
Iteration 135Q: 31 clusters Score -1.464804e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 36288 members 
Mstep: Class 4 contains 140603 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42133 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 28165 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144826 members 
Mstep: Class 12 contains 16767 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 9503 members 
Mstep: Class 15 contains 408588 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 152756 members 
Mstep: Class 18 contains 68480 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 66841 members 
Mstep: Class 21 contains 25959 members 
Mstep: Class 22 contains 216516 members 
Mstep: Class 23 contains 210034 members 
Mstep: Class 24 contains 24652 members 
Mstep: Class 25 contains 16986 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 23067 members 
Mstep: Class 30 contains 14422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480544.000000 Penalty: 106759.125000
Iteration 136Q: 31 clusters Score -1.464805e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 36173 members 
Mstep: Class 4 contains 140772 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42127 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 8 contains 28000 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144784 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 408539 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 152798 members 
Mstep: Class 18 contains 68556 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 67072 members 
Mstep: Class 21 contains 25994 members 
Mstep: Class 22 contains 215937 members 
Mstep: Class 23 contains 209983 members 
Mstep: Class 24 contains 24664 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23076 members 
Mstep: Class 30 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480672.000000 Penalty: 106759.125000
Iteration 137Q: 31 clusters Score -1.464807e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 36034 members 
Mstep: Class 4 contains 140940 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42129 members 
Mstep: Class 7 contains 19244 members 
Mstep: Class 8 contains 27825 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144727 members 
Mstep: Class 12 contains 16749 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 408490 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 152849 members 
Mstep: Class 18 contains 68626 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 67262 members 
Mstep: Class 21 contains 26030 members 
Mstep: Class 22 contains 215461 members 
Mstep: Class 23 contains 209951 members 
Mstep: Class 24 contains 24676 members 
Mstep: Class 25 contains 16980 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23099 members 
Mstep: Class 30 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146480832.000000 Penalty: 106759.125000
Iteration 138Q: 31 clusters Score -1.464808e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 35927 members 
Mstep: Class 4 contains 141081 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42120 members 
Mstep: Class 7 contains 19287 members 
Mstep: Class 8 contains 27654 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144693 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 408423 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 152898 members 
Mstep: Class 18 contains 68692 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 67431 members 
Mstep: Class 21 contains 26070 members 
Mstep: Class 22 contains 215031 members 
Mstep: Class 23 contains 209928 members 
Mstep: Class 24 contains 24684 members 
Mstep: Class 25 contains 16975 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23120 members 
Mstep: Class 30 contains 14804 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -1.464808e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 35803 members 
Mstep: Class 4 contains 141230 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42114 members 
Mstep: Class 7 contains 19341 members 
Mstep: Class 8 contains 27510 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144665 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 10217 members 
Mstep: Class 15 contains 408357 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 152940 members 
Mstep: Class 18 contains 68752 members 
Mstep: Class 19 contains 3898 members 
Mstep: Class 20 contains 67596 members 
Mstep: Class 21 contains 26099 members 
Mstep: Class 22 contains 214618 members 
Mstep: Class 23 contains 209893 members 
Mstep: Class 24 contains 24695 members 
Mstep: Class 25 contains 16970 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23135 members 
Mstep: Class 30 contains 14911 members 
Entering Unmasked Estep 
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Iteration 140F: 31 clusters Score -1.464809e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 35662 members 
Mstep: Class 4 contains 141366 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42098 members 
Mstep: Class 7 contains 19398 members 
Mstep: Class 8 contains 27404 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144630 members 
Mstep: Class 12 contains 16721 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 10623 members 
Mstep: Class 15 contains 408195 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 152967 members 
Mstep: Class 18 contains 68803 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 67749 members 
Mstep: Class 21 contains 26114 members 
Mstep: Class 22 contains 214161 members 
Mstep: Class 23 contains 209848 members 
Mstep: Class 24 contains 24707 members 
Mstep: Class 25 contains 16966 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23151 members 
Mstep: Class 30 contains 15003 members 
Entering Unmasked Estep 
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Iteration 141Q: 31 clusters Score -1.464811e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2694 members 
Mstep: Class 3 contains 35492 members 
Mstep: Class 4 contains 141488 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42084 members 
Mstep: Class 7 contains 19445 members 
Mstep: Class 8 contains 27312 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16708 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 11021 members 
Mstep: Class 15 contains 408102 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 153006 members 
Mstep: Class 18 contains 68840 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 67869 members 
Mstep: Class 21 contains 26133 members 
Mstep: Class 22 contains 213699 members 
Mstep: Class 23 contains 209811 members 
Mstep: Class 24 contains 24721 members 
Mstep: Class 25 contains 16962 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23160 members 
Mstep: Class 30 contains 15091 members 
Entering Unmasked Estep 
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Iteration 142Q: 31 clusters Score -1.464812e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 35296 members 
Mstep: Class 4 contains 141629 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42069 members 
Mstep: Class 7 contains 19503 members 
Mstep: Class 8 contains 27232 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144605 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 408036 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 153055 members 
Mstep: Class 18 contains 68885 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 67952 members 
Mstep: Class 21 contains 26150 members 
Mstep: Class 22 contains 213214 members 
Mstep: Class 23 contains 209783 members 
Mstep: Class 24 contains 24728 members 
Mstep: Class 25 contains 16961 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23156 members 
Mstep: Class 30 contains 15175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481648.000000 Penalty: 106759.125000
Iteration 143Q: 31 clusters Score -1.464816e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 35129 members 
Mstep: Class 4 contains 141775 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42048 members 
Mstep: Class 7 contains 19541 members 
Mstep: Class 8 contains 27161 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144592 members 
Mstep: Class 12 contains 16689 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 407993 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 153077 members 
Mstep: Class 18 contains 68921 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 68055 members 
Mstep: Class 21 contains 26169 members 
Mstep: Class 22 contains 212774 members 
Mstep: Class 23 contains 209765 members 
Mstep: Class 24 contains 24738 members 
Mstep: Class 25 contains 16961 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23149 members 
Mstep: Class 30 contains 15230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481808.000000 Penalty: 106759.125000
Iteration 144Q: 31 clusters Score -1.464818e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 141887 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 42013 members 
Mstep: Class 7 contains 19573 members 
Mstep: Class 8 contains 27077 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144592 members 
Mstep: Class 12 contains 16680 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 408002 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 153109 members 
Mstep: Class 18 contains 68954 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 68157 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 212410 members 
Mstep: Class 23 contains 209723 members 
Mstep: Class 24 contains 24746 members 
Mstep: Class 25 contains 16958 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 23149 members 
Mstep: Class 30 contains 15274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482224.000000 Penalty: 106759.125000
Iteration 145Q: 31 clusters Score -1.464822e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 34791 members 
Mstep: Class 4 contains 141998 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41985 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 8 contains 27000 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144581 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 12391 members 
Mstep: Class 15 contains 408019 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153137 members 
Mstep: Class 18 contains 68993 members 
Mstep: Class 19 contains 3918 members 
Mstep: Class 20 contains 68238 members 
Mstep: Class 21 contains 26208 members 
Mstep: Class 22 contains 212034 members 
Mstep: Class 23 contains 209700 members 
Mstep: Class 24 contains 24752 members 
Mstep: Class 25 contains 16956 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 23141 members 
Mstep: Class 30 contains 15303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482288.000000 Penalty: 106759.125000
Iteration 146Q: 31 clusters Score -1.464823e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 34649 members 
Mstep: Class 4 contains 142086 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41964 members 
Mstep: Class 7 contains 19656 members 
Mstep: Class 8 contains 26923 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 144563 members 
Mstep: Class 12 contains 16652 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 408019 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153164 members 
Mstep: Class 18 contains 69033 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 68319 members 
Mstep: Class 21 contains 26214 members 
Mstep: Class 22 contains 211708 members 
Mstep: Class 23 contains 209660 members 
Mstep: Class 24 contains 24756 members 
Mstep: Class 25 contains 16955 members 
Mstep: Class 26 contains 3594 members 
Mstep: Class 27 contains 6029 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 23133 members 
Mstep: Class 30 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482560.000000 Penalty: 106759.125000
Iteration 147Q: 31 clusters Score -1.464826e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 34495 members 
Mstep: Class 4 contains 142179 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41938 members 
Mstep: Class 7 contains 19694 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144549 members 
Mstep: Class 12 contains 16642 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 12973 members 
Mstep: Class 15 contains 408017 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153170 members 
Mstep: Class 18 contains 69068 members 
Mstep: Class 19 contains 3922 members 
Mstep: Class 20 contains 68394 members 
Mstep: Class 21 contains 26232 members 
Mstep: Class 22 contains 211410 members 
Mstep: Class 23 contains 209625 members 
Mstep: Class 24 contains 24762 members 
Mstep: Class 25 contains 16952 members 
Mstep: Class 26 contains 3595 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 2749 members 
Mstep: Class 29 contains 23127 members 
Mstep: Class 30 contains 15360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482880.000000 Penalty: 106759.125000
Iteration 148Q: 31 clusters Score -1.464829e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 34366 members 
Mstep: Class 4 contains 142260 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41907 members 
Mstep: Class 7 contains 19733 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144545 members 
Mstep: Class 12 contains 16634 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 13240 members 
Mstep: Class 15 contains 408006 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153180 members 
Mstep: Class 18 contains 69093 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 68460 members 
Mstep: Class 21 contains 26253 members 
Mstep: Class 22 contains 211094 members 
Mstep: Class 23 contains 209611 members 
Mstep: Class 24 contains 24772 members 
Mstep: Class 25 contains 16950 members 
Mstep: Class 26 contains 3596 members 
Mstep: Class 27 contains 6029 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 23116 members 
Mstep: Class 30 contains 15397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483200.000000 Penalty: 106759.125000
Iteration 149Q: 31 clusters Score -1.464832e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 34278 members 
Mstep: Class 4 contains 142343 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41868 members 
Mstep: Class 7 contains 19772 members 
Mstep: Class 8 contains 26794 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144531 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 407983 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153190 members 
Mstep: Class 18 contains 69129 members 
Mstep: Class 19 contains 3922 members 
Mstep: Class 20 contains 68526 members 
Mstep: Class 21 contains 26276 members 
Mstep: Class 22 contains 210796 members 
Mstep: Class 23 contains 209599 members 
Mstep: Class 24 contains 24777 members 
Mstep: Class 25 contains 16947 members 
Mstep: Class 26 contains 3598 members 
Mstep: Class 27 contains 6034 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 23114 members 
Mstep: Class 30 contains 15416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483248.000000 Penalty: 106759.125000
Iteration 150Q: 31 clusters Score -1.464832e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2798 members 
Mstep: Class 3 contains 34201 members 
Mstep: Class 4 contains 142419 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41842 members 
Mstep: Class 7 contains 19810 members 
Mstep: Class 8 contains 26757 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144524 members 
Mstep: Class 12 contains 16617 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 13683 members 
Mstep: Class 15 contains 407965 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153198 members 
Mstep: Class 18 contains 69168 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 68590 members 
Mstep: Class 21 contains 26296 members 
Mstep: Class 22 contains 210506 members 
Mstep: Class 23 contains 209577 members 
Mstep: Class 24 contains 24773 members 
Mstep: Class 25 contains 16945 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 23112 members 
Mstep: Class 30 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483488.000000 Penalty: 106759.125000
Iteration 151Q: 31 clusters Score -1.464835e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 34103 members 
Mstep: Class 4 contains 142489 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41827 members 
Mstep: Class 7 contains 19824 members 
Mstep: Class 8 contains 26716 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144520 members 
Mstep: Class 12 contains 16607 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 13866 members 
Mstep: Class 15 contains 407960 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153214 members 
Mstep: Class 18 contains 69187 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 68642 members 
Mstep: Class 21 contains 26330 members 
Mstep: Class 22 contains 210259 members 
Mstep: Class 23 contains 209565 members 
Mstep: Class 24 contains 24777 members 
Mstep: Class 25 contains 16944 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 6039 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 23113 members 
Mstep: Class 30 contains 15475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 152Q: 31 clusters Score -1.464836e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 34006 members 
Mstep: Class 4 contains 142565 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41812 members 
Mstep: Class 7 contains 19871 members 
Mstep: Class 8 contains 26671 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144526 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 14008 members 
Mstep: Class 15 contains 407953 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153232 members 
Mstep: Class 18 contains 69205 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 68685 members 
Mstep: Class 21 contains 26359 members 
Mstep: Class 22 contains 210012 members 
Mstep: Class 23 contains 209548 members 
Mstep: Class 24 contains 24781 members 
Mstep: Class 25 contains 16943 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 2752 members 
Mstep: Class 29 contains 23125 members 
Mstep: Class 30 contains 15511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 153Q: 31 clusters Score -1.464836e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 33903 members 
Mstep: Class 4 contains 142647 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41791 members 
Mstep: Class 7 contains 19908 members 
Mstep: Class 8 contains 26634 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144537 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 14162 members 
Mstep: Class 15 contains 407930 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 153235 members 
Mstep: Class 18 contains 69234 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 68729 members 
Mstep: Class 21 contains 26381 members 
Mstep: Class 22 contains 209782 members 
Mstep: Class 23 contains 209535 members 
Mstep: Class 24 contains 24783 members 
Mstep: Class 25 contains 16942 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 6038 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 23139 members 
Mstep: Class 30 contains 15548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 154Q: 31 clusters Score -1.464836e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2813 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 142741 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 41773 members 
Mstep: Class 7 contains 19941 members 
Mstep: Class 8 contains 26587 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144539 members 
Mstep: Class 12 contains 16594 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 407897 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 153235 members 
Mstep: Class 18 contains 69259 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 68783 members 
Mstep: Class 21 contains 26395 members 
Mstep: Class 22 contains 209578 members 
Mstep: Class 23 contains 209528 members 
Mstep: Class 24 contains 24791 members 
Mstep: Class 25 contains 16940 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 6033 members 
Mstep: Class 28 contains 2757 members 
Mstep: Class 29 contains 23152 members 
Mstep: Class 30 contains 15576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483664.000000 Penalty: 106759.125000
Iteration 155Q: 31 clusters Score -1.464837e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 33749 members 
Mstep: Class 4 contains 142834 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 41750 members 
Mstep: Class 7 contains 19957 members 
Mstep: Class 8 contains 26538 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144535 members 
Mstep: Class 12 contains 16596 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 14386 members 
Mstep: Class 15 contains 407877 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 153233 members 
Mstep: Class 18 contains 69281 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 68830 members 
Mstep: Class 21 contains 26422 members 
Mstep: Class 22 contains 209412 members 
Mstep: Class 23 contains 209517 members 
Mstep: Class 24 contains 24797 members 
Mstep: Class 25 contains 16936 members 
Mstep: Class 26 contains 3602 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 2760 members 
Mstep: Class 29 contains 23167 members 
Mstep: Class 30 contains 15594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483712.000000 Penalty: 106759.125000
Iteration 156Q: 31 clusters Score -1.464837e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 33706 members 
Mstep: Class 4 contains 142936 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 41736 members 
Mstep: Class 7 contains 19971 members 
Mstep: Class 8 contains 26488 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144529 members 
Mstep: Class 12 contains 16596 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 407853 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 153237 members 
Mstep: Class 18 contains 69304 members 
Mstep: Class 19 contains 3929 members 
Mstep: Class 20 contains 68866 members 
Mstep: Class 21 contains 26445 members 
Mstep: Class 22 contains 209245 members 
Mstep: Class 23 contains 209500 members 
Mstep: Class 24 contains 24799 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 23182 members 
Mstep: Class 30 contains 15620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146484000.000000 Penalty: 106759.125000
Iteration 157Q: 31 clusters Score -1.46484e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 33675 members 
Mstep: Class 4 contains 143016 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 41721 members 
Mstep: Class 7 contains 19978 members 
Mstep: Class 8 contains 26444 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144528 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 14520 members 
Mstep: Class 15 contains 407828 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153245 members 
Mstep: Class 18 contains 69323 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 68899 members 
Mstep: Class 21 contains 26463 members 
Mstep: Class 22 contains 209089 members 
Mstep: Class 23 contains 209499 members 
Mstep: Class 24 contains 24802 members 
Mstep: Class 25 contains 16932 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 23200 members 
Mstep: Class 30 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483936.000000 Penalty: 106759.125000
Iteration 158Q: 31 clusters Score -1.464839e+08 nChanged 632
Entering ConstructFrom: 
Score: -146483936.000000 Penalty: 106759.125000
Entering ConstructFrom: 
Trying to split cluster 1 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -236648.156250 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -236648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -233624.843750 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -233624.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -234179.640625 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -234179.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -234318.078125 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -234318.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234393.468750 Penalty: 3903.033691
	Iteration 3Q: 3 clusters Score -234393.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -234430.328125 Penalty: 3903.033691
	Iteration 4Q: 3 clusters Score -234430.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -234448.781250 Penalty: 3903.033691
	Iteration 5Q: 3 clusters Score -234448.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -234462.171875 Penalty: 3903.033691
	Iteration 6Q: 3 clusters Score -234462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -234476.171875 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -234476.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234489.156250 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -234489.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234496.609375 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -234496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -234502.546875 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -234502.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -234508.812500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -234508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -234513.687500 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -234513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234516.968750 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -234517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234518.687500 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -234518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234520.906250 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -234520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234521.437500 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -234521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234523.187500 Penalty: 3903.033691
	Iteration 17Q: 3 clusters Score -234523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -234523.687500 Penalty: 3903.033691
	Iteration 18Q: 3 clusters Score -234523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234524.359375 Penalty: 3903.033691
	Iteration 19Q: 3 clusters Score -234524.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234524.359375 Penalty: 3903.033691
	Iteration 20F: 3 clusters Score -234524.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -226271.218750 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -226271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -223113.562500 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -223113.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223830.109375 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -223830.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -224008.734375 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -224008.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -224139.187500 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -224139.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -224259.062500 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -224259.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -224337.593750 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -224337.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224413.281250 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -224413.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224482.843750 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -224482.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -224541.796875 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -224541.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -224605.421875 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -224605.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -224674.906250 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -224674.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -224733.937500 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -224733.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224783.921875 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -224783.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -224831.484375 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -224831.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224876.906250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -224876.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -224925.828125 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -224925.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -224973.375000 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -224973.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -225027.906250 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -225027.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -225071.109375 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -225071.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -225109.921875 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -225109.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -225127.984375 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -225128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -225143.500000 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -225143.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -225153.812500 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -225153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -225164.765625 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -225164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -225172.171875 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -225172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -225175.546875 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -225175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -225180.859375 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -225180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -225188.890625 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -225188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -225213.656250 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -225213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -225223.921875 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -225223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -225224.234375 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -225224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -225224.234375 Penalty: 3943.274414
	Iteration 31F: 3 clusters Score -225224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Entering Unmasked Estep 
Score: -2921699.500000 Penalty: 2584.984131
	Iteration 0F: 2 clusters Score -2921700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2898923.750000 Penalty: 5169.968262
	Iteration 0F: 3 clusters Score -2898924 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2907298.250000 Penalty: 5169.968262
	Iteration 1F: 3 clusters Score -2907298 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2907899.500000 Penalty: 5169.968262
	Iteration 2Q: 3 clusters Score -2907900 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2908553.250000 Penalty: 5169.968262
	Iteration 3Q: 3 clusters Score -2908553 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2909312.500000 Penalty: 5169.968262
	Iteration 4Q: 3 clusters Score -2909312 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2910305.250000 Penalty: 5169.968262
	Iteration 5F: 3 clusters Score -2910305 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2911429.250000 Penalty: 5169.968262
	Iteration 6F: 3 clusters Score -2911429 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2912611.500000 Penalty: 5169.968262
	Iteration 7F: 3 clusters Score -2912612 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2913771.750000 Penalty: 5169.968262
	Iteration 8F: 3 clusters Score -2913772 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2914910.000000 Penalty: 5169.968262
	Iteration 9F: 3 clusters Score -2914910 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2915863.000000 Penalty: 5169.968262
	Iteration 10Q: 3 clusters Score -2915863 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2916615.250000 Penalty: 5169.968262
	Iteration 11Q: 3 clusters Score -2916615 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2917238.750000 Penalty: 5169.968262
	Iteration 12Q: 3 clusters Score -2917239 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2917746.750000 Penalty: 5169.968262
	Iteration 13Q: 3 clusters Score -2917747 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2918178.000000 Penalty: 5169.968262
	Iteration 14Q: 3 clusters Score -2918178 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2918482.750000 Penalty: 5169.968262
	Iteration 15Q: 3 clusters Score -2918483 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2918712.750000 Penalty: 5169.968262
	Iteration 16Q: 3 clusters Score -2918713 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2918859.500000 Penalty: 5169.968262
	Iteration 17Q: 3 clusters Score -2918860 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2919025.500000 Penalty: 5169.968262
	Iteration 18Q: 3 clusters Score -2919026 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2919168.000000 Penalty: 5169.968262
	Iteration 19Q: 3 clusters Score -2919168 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2919303.250000 Penalty: 5169.968262
	Iteration 20F: 3 clusters Score -2919303 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2919435.000000 Penalty: 5169.968262
	Iteration 21Q: 3 clusters Score -2919435 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2919552.250000 Penalty: 5169.968262
	Iteration 22Q: 3 clusters Score -2919552 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2919665.250000 Penalty: 5169.968262
	Iteration 23Q: 3 clusters Score -2919665 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2919748.000000 Penalty: 5169.968262
	Iteration 24Q: 3 clusters Score -2919748 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2919821.000000 Penalty: 5169.968262
	Iteration 25Q: 3 clusters Score -2919821 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2919879.500000 Penalty: 5169.968262
	Iteration 26Q: 3 clusters Score -2919880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2919949.250000 Penalty: 5169.968262
	Iteration 27Q: 3 clusters Score -2919949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2919998.000000 Penalty: 5169.968262
	Iteration 28Q: 3 clusters Score -2919998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2920041.750000 Penalty: 5169.968262
	Iteration 29Q: 3 clusters Score -2920042 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2920070.500000 Penalty: 5169.968262
	Iteration 30Q: 3 clusters Score -2920070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2920113.250000 Penalty: 5169.968262
	Iteration 31Q: 3 clusters Score -2920113 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2920142.000000 Penalty: 5169.968262
	Iteration 32Q: 3 clusters Score -2920142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2920170.250000 Penalty: 5169.968262
	Iteration 33Q: 3 clusters Score -2920170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2920201.500000 Penalty: 5169.968262
	Iteration 34Q: 3 clusters Score -2920202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2920216.250000 Penalty: 5169.968262
	Iteration 35Q: 3 clusters Score -2920216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2920233.250000 Penalty: 5169.968262
	Iteration 36Q: 3 clusters Score -2920233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2920259.250000 Penalty: 5169.968262
	Iteration 37Q: 3 clusters Score -2920259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2920276.000000 Penalty: 5169.968262
	Iteration 38Q: 3 clusters Score -2920276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2920301.500000 Penalty: 5169.968262
	Iteration 39Q: 3 clusters Score -2920302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2920305.750000 Penalty: 5169.968262
	Iteration 40F: 3 clusters Score -2920306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2920313.000000 Penalty: 5169.968262
	Iteration 41Q: 3 clusters Score -2920313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2920323.250000 Penalty: 5169.968262
	Iteration 42Q: 3 clusters Score -2920323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2920327.000000 Penalty: 5169.968262
	Iteration 43Q: 3 clusters Score -2920327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2920345.500000 Penalty: 5169.968262
	Iteration 44Q: 3 clusters Score -2920346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2920347.750000 Penalty: 5169.968262
	Iteration 45Q: 3 clusters Score -2920348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2920350.000000 Penalty: 5169.968262
	Iteration 46Q: 3 clusters Score -2920350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2920357.250000 Penalty: 5169.968262
	Iteration 47Q: 3 clusters Score -2920357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2920361.000000 Penalty: 5169.968262
	Iteration 48Q: 3 clusters Score -2920361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2920369.500000 Penalty: 5169.968262
	Iteration 49Q: 3 clusters Score -2920370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2920371.250000 Penalty: 5169.968262
	Iteration 50Q: 3 clusters Score -2920371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2920375.250000 Penalty: 5169.968262
	Iteration 51Q: 3 clusters Score -2920375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2920368.250000 Penalty: 5169.968262
	Iteration 52Q: 3 clusters Score -2920368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2920368.750000 Penalty: 5169.968262
	Iteration 53Q: 3 clusters Score -2920369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2920371.250000 Penalty: 5169.968262
	Iteration 54Q: 3 clusters Score -2920371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2920365.500000 Penalty: 5169.968262
	Iteration 55Q: 3 clusters Score -2920366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2920365.250000 Penalty: 5169.968262
	Iteration 56Q: 3 clusters Score -2920365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2920370.000000 Penalty: 5169.968262
	Iteration 57Q: 3 clusters Score -2920370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2920372.250000 Penalty: 5169.968262
	Iteration 58Q: 3 clusters Score -2920372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2920372.750000 Penalty: 5169.968262
	Iteration 59Q: 3 clusters Score -2920373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2920369.000000 Penalty: 5169.968262
	Iteration 60F: 3 clusters Score -2920369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2920368.500000 Penalty: 5169.968262
	Iteration 61Q: 3 clusters Score -2920368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2920366.000000 Penalty: 5169.968262
	Iteration 62Q: 3 clusters Score -2920366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2920372.250000 Penalty: 5169.968262
	Iteration 63Q: 3 clusters Score -2920372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2920371.250000 Penalty: 5169.968262
	Iteration 64Q: 3 clusters Score -2920371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2920372.250000 Penalty: 5169.968262
	Iteration 65Q: 3 clusters Score -2920372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2920374.000000 Penalty: 5169.968262
	Iteration 66Q: 3 clusters Score -2920374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2920383.500000 Penalty: 5169.968262
	Iteration 67Q: 3 clusters Score -2920384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2920379.750000 Penalty: 5169.968262
	Iteration 68Q: 3 clusters Score -2920380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2920381.250000 Penalty: 5169.968262
	Iteration 69Q: 3 clusters Score -2920381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2920383.500000 Penalty: 5169.968262
	Iteration 70Q: 3 clusters Score -2920384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2920387.750000 Penalty: 5169.968262
	Iteration 71Q: 3 clusters Score -2920388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2920387.750000 Penalty: 5169.968262
	Iteration 72F: 3 clusters Score -2920388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (143100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Entering Unmasked Estep 
Score: -12804279.000000 Penalty: 2944.082031
	Iteration 0F: 2 clusters Score -1.280428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -12708474.000000 Penalty: 5888.164062
	Iteration 0F: 3 clusters Score -1.270847e+07 nChanged 68489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -12748644.000000 Penalty: 5888.164062
	Iteration 1F: 3 clusters Score -1.274864e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -12749955.000000 Penalty: 5888.164062
	Iteration 2Q: 3 clusters Score -1.274996e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -12752020.000000 Penalty: 5888.164062
	Iteration 3Q: 3 clusters Score -1.275202e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -12755344.000000 Penalty: 5888.164062
	Iteration 4Q: 3 clusters Score -1.275534e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -12761071.000000 Penalty: 5888.164062
	Iteration 5F: 3 clusters Score -1.276107e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -12770244.000000 Penalty: 5888.164062
	Iteration 6F: 3 clusters Score -1.277024e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 122567 members 
Entering Unmasked Estep 
Score: -12781967.000000 Penalty: 5888.164062
	Iteration 7F: 3 clusters Score -1.278197e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 133185 members 
Entering Unmasked Estep 
Score: -12792355.000000 Penalty: 5888.164062
	Iteration 8F: 3 clusters Score -1.279236e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -12798340.000000 Penalty: 5888.164062
	Iteration 9Q: 3 clusters Score -1.279834e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -12800550.000000 Penalty: 5888.164062
	Iteration 10Q: 3 clusters Score -1.280055e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 142600 members 
Entering Unmasked Estep 
Score: -12801228.000000 Penalty: 5888.164062
	Iteration 11Q: 3 clusters Score -1.280123e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -12801460.000000 Penalty: 5888.164062
	Iteration 12Q: 3 clusters Score -1.280146e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 142837 members 
Entering Unmasked Estep 
Score: -12801540.000000 Penalty: 5888.164062
	Iteration 13Q: 3 clusters Score -1.280154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -12801568.000000 Penalty: 5888.164062
	Iteration 14Q: 3 clusters Score -1.280157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -12801602.000000 Penalty: 5888.164062
	Iteration 15Q: 3 clusters Score -1.28016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142881 members 
Entering Unmasked Estep 
Score: -12801606.000000 Penalty: 5888.164062
	Iteration 16Q: 3 clusters Score -1.280161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 142888 members 
Entering Unmasked Estep 
Score: -12801633.000000 Penalty: 5888.164062
	Iteration 17Q: 3 clusters Score -1.280163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142893 members 
Entering Unmasked Estep 
Score: -12801628.000000 Penalty: 5888.164062
	Iteration 18Q: 3 clusters Score -1.280163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -12801633.000000 Penalty: 5888.164062
	Iteration 19Q: 3 clusters Score -1.280163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -12801641.000000 Penalty: 5888.164062
	Iteration 20F: 3 clusters Score -1.280164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -12801648.000000 Penalty: 5888.164062
	Iteration 21Q: 3 clusters Score -1.280165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -12801648.000000 Penalty: 5888.164062
	Iteration 22F: 3 clusters Score -1.280165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -280937.187500 Penalty: 2015.156616
	Iteration 0F: 2 clusters Score -280937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -277485.250000 Penalty: 4030.313232
	Iteration 0F: 3 clusters Score -277485.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -278226.437500 Penalty: 4030.313232
	Iteration 1F: 3 clusters Score -278226.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -278403.718750 Penalty: 4030.313232
	Iteration 2F: 3 clusters Score -278403.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -278520.125000 Penalty: 4030.313232
	Iteration 3Q: 3 clusters Score -278520.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -278608.343750 Penalty: 4030.313232
	Iteration 4Q: 3 clusters Score -278608.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -278689.593750 Penalty: 4030.313232
	Iteration 5Q: 3 clusters Score -278689.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -278741.406250 Penalty: 4030.313232
	Iteration 6Q: 3 clusters Score -278741.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -278786.250000 Penalty: 4030.313232
	Iteration 7Q: 3 clusters Score -278786.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -278828.062500 Penalty: 4030.313232
	Iteration 8Q: 3 clusters Score -278828.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -278859.875000 Penalty: 4030.313232
	Iteration 9Q: 3 clusters Score -278859.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -278889.875000 Penalty: 4030.313232
	Iteration 10Q: 3 clusters Score -278889.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -278920.750000 Penalty: 4030.313232
	Iteration 11Q: 3 clusters Score -278920.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -278950.656250 Penalty: 4030.313232
	Iteration 12Q: 3 clusters Score -278950.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -278980.375000 Penalty: 4030.313232
	Iteration 13Q: 3 clusters Score -278980.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -279009.531250 Penalty: 4030.313232
	Iteration 14Q: 3 clusters Score -279009.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -279041.500000 Penalty: 4030.313232
	Iteration 15Q: 3 clusters Score -279041.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -279078.968750 Penalty: 4030.313232
	Iteration 16Q: 3 clusters Score -279079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -279113.750000 Penalty: 4030.313232
	Iteration 17Q: 3 clusters Score -279113.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -279149.375000 Penalty: 4030.313232
	Iteration 18Q: 3 clusters Score -279149.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -279187.781250 Penalty: 4030.313232
	Iteration 19Q: 3 clusters Score -279187.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -279246.656250 Penalty: 4030.313232
	Iteration 20F: 3 clusters Score -279246.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -279343.750000 Penalty: 4030.313232
	Iteration 21Q: 3 clusters Score -279343.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -279500.906250 Penalty: 4030.313232
	Iteration 22Q: 3 clusters Score -279500.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -279735.593750 Penalty: 4030.313232
	Iteration 23Q: 3 clusters Score -279735.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -280008.062500 Penalty: 4030.313232
	Iteration 24Q: 3 clusters Score -280008.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280201.937500 Penalty: 4030.313232
	Iteration 25Q: 3 clusters Score -280201.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -280286.093750 Penalty: 4030.313232
	Iteration 26Q: 3 clusters Score -280286.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280332.812500 Penalty: 4030.313232
	Iteration 27Q: 3 clusters Score -280332.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280363.062500 Penalty: 4030.313232
	Iteration 28Q: 3 clusters Score -280363.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -280386.250000 Penalty: 4030.313232
	Iteration 29Q: 3 clusters Score -280386.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280404.000000 Penalty: 4030.313232
	Iteration 30Q: 3 clusters Score -280404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -280414.531250 Penalty: 4030.313232
	Iteration 31Q: 3 clusters Score -280414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -280417.812500 Penalty: 4030.313232
	Iteration 32Q: 3 clusters Score -280417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -280422.218750 Penalty: 4030.313232
	Iteration 33Q: 3 clusters Score -280422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -280428.000000 Penalty: 4030.313232
	Iteration 34Q: 3 clusters Score -280428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -280430.625000 Penalty: 4030.313232
	Iteration 35Q: 3 clusters Score -280430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -280431.906250 Penalty: 4030.313232
	Iteration 36Q: 3 clusters Score -280431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -280433.093750 Penalty: 4030.313232
	Iteration 37Q: 3 clusters Score -280433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -280433.656250 Penalty: 4030.313232
	Iteration 38Q: 3 clusters Score -280433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -280433.656250 Penalty: 4030.313232
	Iteration 39F: 3 clusters Score -280433.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Entering Unmasked Estep 
Score: -3592734.500000 Penalty: 2638.305420
	Iteration 0F: 2 clusters Score -3592734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3564547.500000 Penalty: 5276.610840
	Iteration 0F: 3 clusters Score -3564548 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3574965.750000 Penalty: 5276.610840
	Iteration 1F: 3 clusters Score -3574966 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3575682.500000 Penalty: 5276.610840
	Iteration 2Q: 3 clusters Score -3575682 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3576524.250000 Penalty: 5276.610840
	Iteration 3Q: 3 clusters Score -3576524 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3577653.750000 Penalty: 5276.610840
	Iteration 4F: 3 clusters Score -3577654 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3579106.750000 Penalty: 5276.610840
	Iteration 5F: 3 clusters Score -3579107 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3580684.750000 Penalty: 5276.610840
	Iteration 6F: 3 clusters Score -3580685 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3582187.000000 Penalty: 5276.610840
	Iteration 7F: 3 clusters Score -3582187 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3583520.750000 Penalty: 5276.610840
	Iteration 8F: 3 clusters Score -3583521 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3584654.000000 Penalty: 5276.610840
	Iteration 9Q: 3 clusters Score -3584654 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3585613.250000 Penalty: 5276.610840
	Iteration 10Q: 3 clusters Score -3585613 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3586547.500000 Penalty: 5276.610840
	Iteration 11Q: 3 clusters Score -3586548 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3587777.750000 Penalty: 5276.610840
	Iteration 12Q: 3 clusters Score -3587778 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3589220.250000 Penalty: 5276.610840
	Iteration 13Q: 3 clusters Score -3589220 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3590298.500000 Penalty: 5276.610840
	Iteration 14Q: 3 clusters Score -3590298 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3590849.750000 Penalty: 5276.610840
	Iteration 15Q: 3 clusters Score -3590850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3591108.000000 Penalty: 5276.610840
	Iteration 16Q: 3 clusters Score -3591108 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3591250.250000 Penalty: 5276.610840
	Iteration 17Q: 3 clusters Score -3591250 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3591337.500000 Penalty: 5276.610840
	Iteration 18Q: 3 clusters Score -3591338 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3591400.000000 Penalty: 5276.610840
	Iteration 19Q: 3 clusters Score -3591400 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3591455.000000 Penalty: 5276.610840
	Iteration 20F: 3 clusters Score -3591455 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3591470.000000 Penalty: 5276.610840
	Iteration 21Q: 3 clusters Score -3591470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3591496.500000 Penalty: 5276.610840
	Iteration 22Q: 3 clusters Score -3591496 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3591525.250000 Penalty: 5276.610840
	Iteration 23Q: 3 clusters Score -3591525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3591553.000000 Penalty: 5276.610840
	Iteration 24Q: 3 clusters Score -3591553 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3591566.000000 Penalty: 5276.610840
	Iteration 25Q: 3 clusters Score -3591566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3591575.250000 Penalty: 5276.610840
	Iteration 26Q: 3 clusters Score -3591575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3591593.000000 Penalty: 5276.610840
	Iteration 27Q: 3 clusters Score -3591593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3591580.250000 Penalty: 5276.610840
	Iteration 28Q: 3 clusters Score -3591580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3591586.750000 Penalty: 5276.610840
	Iteration 29Q: 3 clusters Score -3591587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3591596.250000 Penalty: 5276.610840
	Iteration 30Q: 3 clusters Score -3591596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3591597.500000 Penalty: 5276.610840
	Iteration 31Q: 3 clusters Score -3591598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3591607.750000 Penalty: 5276.610840
	Iteration 32Q: 3 clusters Score -3591608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3591622.000000 Penalty: 5276.610840
	Iteration 33Q: 3 clusters Score -3591622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3591631.250000 Penalty: 5276.610840
	Iteration 34Q: 3 clusters Score -3591631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3591635.250000 Penalty: 5276.610840
	Iteration 35Q: 3 clusters Score -3591635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3591640.500000 Penalty: 5276.610840
	Iteration 36Q: 3 clusters Score -3591640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3591643.250000 Penalty: 5276.610840
	Iteration 37Q: 3 clusters Score -3591643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3591650.250000 Penalty: 5276.610840
	Iteration 38Q: 3 clusters Score -3591650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3591646.500000 Penalty: 5276.610840
	Iteration 39Q: 3 clusters Score -3591646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3591648.000000 Penalty: 5276.610840
	Iteration 40F: 3 clusters Score -3591648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3591644.000000 Penalty: 5276.610840
	Iteration 41Q: 3 clusters Score -3591644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3591645.250000 Penalty: 5276.610840
	Iteration 42Q: 3 clusters Score -3591645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3591648.750000 Penalty: 5276.610840
	Iteration 43Q: 3 clusters Score -3591649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3591647.000000 Penalty: 5276.610840
	Iteration 44Q: 3 clusters Score -3591647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3591645.500000 Penalty: 5276.610840
	Iteration 45Q: 3 clusters Score -3591646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3591644.500000 Penalty: 5276.610840
	Iteration 46Q: 3 clusters Score -3591644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3591646.750000 Penalty: 5276.610840
	Iteration 47Q: 3 clusters Score -3591647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3591652.250000 Penalty: 5276.610840
	Iteration 48Q: 3 clusters Score -3591652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3591663.250000 Penalty: 5276.610840
	Iteration 49Q: 3 clusters Score -3591663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3591656.750000 Penalty: 5276.610840
	Iteration 50Q: 3 clusters Score -3591657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3591661.250000 Penalty: 5276.610840
	Iteration 51Q: 3 clusters Score -3591661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3591657.250000 Penalty: 5276.610840
	Iteration 52Q: 3 clusters Score -3591657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3591654.250000 Penalty: 5276.610840
	Iteration 53Q: 3 clusters Score -3591654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3591658.750000 Penalty: 5276.610840
	Iteration 54Q: 3 clusters Score -3591659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3591658.000000 Penalty: 5276.610840
	Iteration 55Q: 3 clusters Score -3591658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3591658.000000 Penalty: 5276.610840
	Iteration 56F: 3 clusters Score -3591658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Entering Unmasked Estep 
Score: -1764073.875000 Penalty: 2455.791992
	Iteration 0F: 2 clusters Score -1764074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1750010.125000 Penalty: 4911.583984
	Iteration 0F: 3 clusters Score -1750010 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1754794.875000 Penalty: 4911.583984
	Iteration 1F: 3 clusters Score -1754795 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1755349.250000 Penalty: 4911.583984
	Iteration 2F: 3 clusters Score -1755349 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1755834.875000 Penalty: 4911.583984
	Iteration 3F: 3 clusters Score -1755835 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1756279.625000 Penalty: 4911.583984
	Iteration 4Q: 3 clusters Score -1756280 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1756723.625000 Penalty: 4911.583984
	Iteration 5Q: 3 clusters Score -1756724 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1757157.125000 Penalty: 4911.583984
	Iteration 6Q: 3 clusters Score -1757157 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1757627.250000 Penalty: 4911.583984
	Iteration 7Q: 3 clusters Score -1757627 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1758124.125000 Penalty: 4911.583984
	Iteration 8Q: 3 clusters Score -1758124 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1758559.500000 Penalty: 4911.583984
	Iteration 9Q: 3 clusters Score -1758560 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1758979.000000 Penalty: 4911.583984
	Iteration 10Q: 3 clusters Score -1758979 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1759318.000000 Penalty: 4911.583984
	Iteration 11Q: 3 clusters Score -1759318 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1759551.625000 Penalty: 4911.583984
	Iteration 12Q: 3 clusters Score -1759552 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1759732.250000 Penalty: 4911.583984
	Iteration 13Q: 3 clusters Score -1759732 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1759872.250000 Penalty: 4911.583984
	Iteration 14Q: 3 clusters Score -1759872 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1759980.000000 Penalty: 4911.583984
	Iteration 15Q: 3 clusters Score -1759980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1760103.375000 Penalty: 4911.583984
	Iteration 16Q: 3 clusters Score -1760103 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1760210.125000 Penalty: 4911.583984
	Iteration 17Q: 3 clusters Score -1760210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1760315.000000 Penalty: 4911.583984
	Iteration 18Q: 3 clusters Score -1760315 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1760438.250000 Penalty: 4911.583984
	Iteration 19Q: 3 clusters Score -1760438 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1760540.875000 Penalty: 4911.583984
	Iteration 20F: 3 clusters Score -1760541 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1760639.375000 Penalty: 4911.583984
	Iteration 21Q: 3 clusters Score -1760639 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1760753.125000 Penalty: 4911.583984
	Iteration 22Q: 3 clusters Score -1760753 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1760882.750000 Penalty: 4911.583984
	Iteration 23Q: 3 clusters Score -1760883 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1760996.500000 Penalty: 4911.583984
	Iteration 24Q: 3 clusters Score -1760996 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1761118.750000 Penalty: 4911.583984
	Iteration 25Q: 3 clusters Score -1761119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1761216.250000 Penalty: 4911.583984
	Iteration 26Q: 3 clusters Score -1761216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1761309.125000 Penalty: 4911.583984
	Iteration 27Q: 3 clusters Score -1761309 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1761383.125000 Penalty: 4911.583984
	Iteration 28Q: 3 clusters Score -1761383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1761452.250000 Penalty: 4911.583984
	Iteration 29Q: 3 clusters Score -1761452 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1761495.375000 Penalty: 4911.583984
	Iteration 30Q: 3 clusters Score -1761495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1761541.500000 Penalty: 4911.583984
	Iteration 31Q: 3 clusters Score -1761542 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1761577.125000 Penalty: 4911.583984
	Iteration 32Q: 3 clusters Score -1761577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1761607.250000 Penalty: 4911.583984
	Iteration 33Q: 3 clusters Score -1761607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1761625.625000 Penalty: 4911.583984
	Iteration 34Q: 3 clusters Score -1761626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1761658.500000 Penalty: 4911.583984
	Iteration 35Q: 3 clusters Score -1761658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1761680.125000 Penalty: 4911.583984
	Iteration 36Q: 3 clusters Score -1761680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1761696.875000 Penalty: 4911.583984
	Iteration 37Q: 3 clusters Score -1761697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1761707.250000 Penalty: 4911.583984
	Iteration 38Q: 3 clusters Score -1761707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1761710.750000 Penalty: 4911.583984
	Iteration 39Q: 3 clusters Score -1761711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1761722.000000 Penalty: 4911.583984
	Iteration 40F: 3 clusters Score -1761722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1761729.375000 Penalty: 4911.583984
	Iteration 41Q: 3 clusters Score -1761729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1761736.875000 Penalty: 4911.583984
	Iteration 42Q: 3 clusters Score -1761737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1761743.125000 Penalty: 4911.583984
	Iteration 43Q: 3 clusters Score -1761743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1761743.250000 Penalty: 4911.583984
	Iteration 44Q: 3 clusters Score -1761743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1761752.375000 Penalty: 4911.583984
	Iteration 45Q: 3 clusters Score -1761752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1761754.500000 Penalty: 4911.583984
	Iteration 46Q: 3 clusters Score -1761754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1761760.500000 Penalty: 4911.583984
	Iteration 47Q: 3 clusters Score -1761760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1761772.875000 Penalty: 4911.583984
	Iteration 48Q: 3 clusters Score -1761773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1761778.875000 Penalty: 4911.583984
	Iteration 49Q: 3 clusters Score -1761779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1761785.750000 Penalty: 4911.583984
	Iteration 50Q: 3 clusters Score -1761786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1761790.250000 Penalty: 4911.583984
	Iteration 51Q: 3 clusters Score -1761790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1761793.000000 Penalty: 4911.583984
	Iteration 52Q: 3 clusters Score -1761793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1761798.750000 Penalty: 4911.583984
	Iteration 53Q: 3 clusters Score -1761799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1761809.875000 Penalty: 4911.583984
	Iteration 54Q: 3 clusters Score -1761810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1761811.500000 Penalty: 4911.583984
	Iteration 55Q: 3 clusters Score -1761812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1761817.000000 Penalty: 4911.583984
	Iteration 56Q: 3 clusters Score -1761817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1761827.500000 Penalty: 4911.583984
	Iteration 57Q: 3 clusters Score -1761828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1761836.250000 Penalty: 4911.583984
	Iteration 58Q: 3 clusters Score -1761836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1761839.375000 Penalty: 4911.583984
	Iteration 59Q: 3 clusters Score -1761839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1761841.625000 Penalty: 4911.583984
	Iteration 60F: 3 clusters Score -1761842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1761858.750000 Penalty: 4911.583984
	Iteration 61Q: 3 clusters Score -1761859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1761865.875000 Penalty: 4911.583984
	Iteration 62Q: 3 clusters Score -1761866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1761871.000000 Penalty: 4911.583984
	Iteration 63Q: 3 clusters Score -1761871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1761876.625000 Penalty: 4911.583984
	Iteration 64Q: 3 clusters Score -1761877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1761880.625000 Penalty: 4911.583984
	Iteration 65Q: 3 clusters Score -1761881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1761887.625000 Penalty: 4911.583984
	Iteration 66Q: 3 clusters Score -1761888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1761899.000000 Penalty: 4911.583984
	Iteration 67Q: 3 clusters Score -1761899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1761908.500000 Penalty: 4911.583984
	Iteration 68Q: 3 clusters Score -1761908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1761914.750000 Penalty: 4911.583984
	Iteration 69Q: 3 clusters Score -1761915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1761929.875000 Penalty: 4911.583984
	Iteration 70Q: 3 clusters Score -1761930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1761945.625000 Penalty: 4911.583984
	Iteration 71Q: 3 clusters Score -1761946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1761958.375000 Penalty: 4911.583984
	Iteration 72Q: 3 clusters Score -1761958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1761970.750000 Penalty: 4911.583984
	Iteration 73Q: 3 clusters Score -1761971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1761978.500000 Penalty: 4911.583984
	Iteration 74Q: 3 clusters Score -1761978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1761998.750000 Penalty: 4911.583984
	Iteration 75Q: 3 clusters Score -1761999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1762007.500000 Penalty: 4911.583984
	Iteration 76Q: 3 clusters Score -1762008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1762020.500000 Penalty: 4911.583984
	Iteration 77Q: 3 clusters Score -1762020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1762039.250000 Penalty: 4911.583984
	Iteration 78Q: 3 clusters Score -1762039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1762059.875000 Penalty: 4911.583984
	Iteration 79Q: 3 clusters Score -1762060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1762071.250000 Penalty: 4911.583984
	Iteration 80F: 3 clusters Score -1762071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1762090.000000 Penalty: 4911.583984
	Iteration 81Q: 3 clusters Score -1762090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1762114.625000 Penalty: 4911.583984
	Iteration 82Q: 3 clusters Score -1762115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1762134.125000 Penalty: 4911.583984
	Iteration 83Q: 3 clusters Score -1762134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1762150.875000 Penalty: 4911.583984
	Iteration 84Q: 3 clusters Score -1762151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1762164.875000 Penalty: 4911.583984
	Iteration 85Q: 3 clusters Score -1762165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1762176.500000 Penalty: 4911.583984
	Iteration 86Q: 3 clusters Score -1762176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1762193.000000 Penalty: 4911.583984
	Iteration 87Q: 3 clusters Score -1762193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1762212.250000 Penalty: 4911.583984
	Iteration 88Q: 3 clusters Score -1762212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1762230.375000 Penalty: 4911.583984
	Iteration 89Q: 3 clusters Score -1762230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1762250.250000 Penalty: 4911.583984
	Iteration 90Q: 3 clusters Score -1762250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1762268.625000 Penalty: 4911.583984
	Iteration 91Q: 3 clusters Score -1762269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1762287.375000 Penalty: 4911.583984
	Iteration 92Q: 3 clusters Score -1762287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1762301.125000 Penalty: 4911.583984
	Iteration 93Q: 3 clusters Score -1762301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1762318.125000 Penalty: 4911.583984
	Iteration 94Q: 3 clusters Score -1762318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1762331.250000 Penalty: 4911.583984
	Iteration 95Q: 3 clusters Score -1762331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1762343.750000 Penalty: 4911.583984
	Iteration 96Q: 3 clusters Score -1762344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1762356.250000 Penalty: 4911.583984
	Iteration 97Q: 3 clusters Score -1762356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1762369.000000 Penalty: 4911.583984
	Iteration 98Q: 3 clusters Score -1762369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1762377.250000 Penalty: 4911.583984
	Iteration 99Q: 3 clusters Score -1762377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1762385.750000 Penalty: 4911.583984
	Iteration 100F: 3 clusters Score -1762386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1762389.750000 Penalty: 4911.583984
	Iteration 101Q: 3 clusters Score -1762390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1762399.750000 Penalty: 4911.583984
	Iteration 102Q: 3 clusters Score -1762400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1762402.500000 Penalty: 4911.583984
	Iteration 103Q: 3 clusters Score -1762402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1762406.500000 Penalty: 4911.583984
	Iteration 104Q: 3 clusters Score -1762406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1762409.250000 Penalty: 4911.583984
	Iteration 105Q: 3 clusters Score -1762409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1762416.500000 Penalty: 4911.583984
	Iteration 106Q: 3 clusters Score -1762416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1762427.625000 Penalty: 4911.583984
	Iteration 107Q: 3 clusters Score -1762428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1762430.000000 Penalty: 4911.583984
	Iteration 108Q: 3 clusters Score -1762430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1762440.750000 Penalty: 4911.583984
	Iteration 109Q: 3 clusters Score -1762441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1762448.250000 Penalty: 4911.583984
	Iteration 110Q: 3 clusters Score -1762448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1762452.000000 Penalty: 4911.583984
	Iteration 111Q: 3 clusters Score -1762452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1762460.125000 Penalty: 4911.583984
	Iteration 112Q: 3 clusters Score -1762460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1762461.500000 Penalty: 4911.583984
	Iteration 113Q: 3 clusters Score -1762462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1762463.000000 Penalty: 4911.583984
	Iteration 114Q: 3 clusters Score -1762463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1762461.500000 Penalty: 4911.583984
	Iteration 115Q: 3 clusters Score -1762462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1762464.000000 Penalty: 4911.583984
	Iteration 116Q: 3 clusters Score -1762464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1762464.000000 Penalty: 4911.583984
	Iteration 117F: 3 clusters Score -1762464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Entering Unmasked Estep 
Score: -2260222.750000 Penalty: 2524.927002
	Iteration 0F: 2 clusters Score -2260223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2241870.000000 Penalty: 5049.854004
	Iteration 0F: 3 clusters Score -2241870 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2248395.750000 Penalty: 5049.854004
	Iteration 1F: 3 clusters Score -2248396 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2248873.250000 Penalty: 5049.854004
	Iteration 2Q: 3 clusters Score -2248873 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2249326.500000 Penalty: 5049.854004
	Iteration 3Q: 3 clusters Score -2249326 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2249781.750000 Penalty: 5049.854004
	Iteration 4Q: 3 clusters Score -2249782 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2250236.500000 Penalty: 5049.854004
	Iteration 5Q: 3 clusters Score -2250236 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2250766.750000 Penalty: 5049.854004
	Iteration 6Q: 3 clusters Score -2250767 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2251481.500000 Penalty: 5049.854004
	Iteration 7Q: 3 clusters Score -2251482 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2252492.000000 Penalty: 5049.854004
	Iteration 8F: 3 clusters Score -2252492 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2253739.000000 Penalty: 5049.854004
	Iteration 9F: 3 clusters Score -2253739 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2255012.000000 Penalty: 5049.854004
	Iteration 10F: 3 clusters Score -2255012 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2256160.750000 Penalty: 5049.854004
	Iteration 11Q: 3 clusters Score -2256161 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2257152.000000 Penalty: 5049.854004
	Iteration 12Q: 3 clusters Score -2257152 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2257803.750000 Penalty: 5049.854004
	Iteration 13Q: 3 clusters Score -2257804 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2258101.250000 Penalty: 5049.854004
	Iteration 14Q: 3 clusters Score -2258101 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2258250.250000 Penalty: 5049.854004
	Iteration 15Q: 3 clusters Score -2258250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2258338.750000 Penalty: 5049.854004
	Iteration 16Q: 3 clusters Score -2258339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2258386.750000 Penalty: 5049.854004
	Iteration 17Q: 3 clusters Score -2258387 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2258429.750000 Penalty: 5049.854004
	Iteration 18Q: 3 clusters Score -2258430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2258435.750000 Penalty: 5049.854004
	Iteration 19Q: 3 clusters Score -2258436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2258446.500000 Penalty: 5049.854004
	Iteration 20F: 3 clusters Score -2258446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2258463.000000 Penalty: 5049.854004
	Iteration 21Q: 3 clusters Score -2258463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2258479.500000 Penalty: 5049.854004
	Iteration 22Q: 3 clusters Score -2258480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2258481.750000 Penalty: 5049.854004
	Iteration 23Q: 3 clusters Score -2258482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2258495.000000 Penalty: 5049.854004
	Iteration 24Q: 3 clusters Score -2258495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2258509.500000 Penalty: 5049.854004
	Iteration 25Q: 3 clusters Score -2258510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2258510.750000 Penalty: 5049.854004
	Iteration 26Q: 3 clusters Score -2258511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2258521.250000 Penalty: 5049.854004
	Iteration 27Q: 3 clusters Score -2258521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2258520.750000 Penalty: 5049.854004
	Iteration 28Q: 3 clusters Score -2258521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2258517.750000 Penalty: 5049.854004
	Iteration 29Q: 3 clusters Score -2258518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2258522.500000 Penalty: 5049.854004
	Iteration 30Q: 3 clusters Score -2258522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2258523.500000 Penalty: 5049.854004
	Iteration 31Q: 3 clusters Score -2258524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2258528.000000 Penalty: 5049.854004
	Iteration 32Q: 3 clusters Score -2258528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2258526.250000 Penalty: 5049.854004
	Iteration 33Q: 3 clusters Score -2258526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2258534.750000 Penalty: 5049.854004
	Iteration 34Q: 3 clusters Score -2258535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2258531.750000 Penalty: 5049.854004
	Iteration 35Q: 3 clusters Score -2258532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2258531.250000 Penalty: 5049.854004
	Iteration 36Q: 3 clusters Score -2258531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2258534.000000 Penalty: 5049.854004
	Iteration 37Q: 3 clusters Score -2258534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2258535.500000 Penalty: 5049.854004
	Iteration 38Q: 3 clusters Score -2258536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2258540.250000 Penalty: 5049.854004
	Iteration 39Q: 3 clusters Score -2258540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2258544.000000 Penalty: 5049.854004
	Iteration 40F: 3 clusters Score -2258544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2258540.250000 Penalty: 5049.854004
	Iteration 41Q: 3 clusters Score -2258540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2258542.750000 Penalty: 5049.854004
	Iteration 42Q: 3 clusters Score -2258543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2258545.500000 Penalty: 5049.854004
	Iteration 43Q: 3 clusters Score -2258546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2258549.500000 Penalty: 5049.854004
	Iteration 44Q: 3 clusters Score -2258550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2258548.500000 Penalty: 5049.854004
	Iteration 45Q: 3 clusters Score -2258548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2258550.250000 Penalty: 5049.854004
	Iteration 46Q: 3 clusters Score -2258550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2258550.500000 Penalty: 5049.854004
	Iteration 47Q: 3 clusters Score -2258550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2258553.750000 Penalty: 5049.854004
	Iteration 48Q: 3 clusters Score -2258554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2258555.750000 Penalty: 5049.854004
	Iteration 49Q: 3 clusters Score -2258556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2258554.250000 Penalty: 5049.854004
	Iteration 50Q: 3 clusters Score -2258554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2258553.000000 Penalty: 5049.854004
	Iteration 51Q: 3 clusters Score -2258553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2258558.750000 Penalty: 5049.854004
	Iteration 52Q: 3 clusters Score -2258559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2258561.250000 Penalty: 5049.854004
	Iteration 53Q: 3 clusters Score -2258561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2258563.250000 Penalty: 5049.854004
	Iteration 54Q: 3 clusters Score -2258563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2258562.250000 Penalty: 5049.854004
	Iteration 55Q: 3 clusters Score -2258562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2258562.000000 Penalty: 5049.854004
	Iteration 56Q: 3 clusters Score -2258562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2258568.000000 Penalty: 5049.854004
	Iteration 57Q: 3 clusters Score -2258568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2258570.750000 Penalty: 5049.854004
	Iteration 58Q: 3 clusters Score -2258571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2258570.000000 Penalty: 5049.854004
	Iteration 59Q: 3 clusters Score -2258570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2258574.750000 Penalty: 5049.854004
	Iteration 60F: 3 clusters Score -2258575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2258577.250000 Penalty: 5049.854004
	Iteration 61Q: 3 clusters Score -2258577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2258575.250000 Penalty: 5049.854004
	Iteration 62Q: 3 clusters Score -2258575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2258574.000000 Penalty: 5049.854004
	Iteration 63Q: 3 clusters Score -2258574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2258573.500000 Penalty: 5049.854004
	Iteration 64Q: 3 clusters Score -2258574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2258573.250000 Penalty: 5049.854004
	Iteration 65Q: 3 clusters Score -2258573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2258574.750000 Penalty: 5049.854004
	Iteration 66Q: 3 clusters Score -2258575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2258575.500000 Penalty: 5049.854004
	Iteration 67Q: 3 clusters Score -2258576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2258578.000000 Penalty: 5049.854004
	Iteration 68Q: 3 clusters Score -2258578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2258574.750000 Penalty: 5049.854004
	Iteration 69Q: 3 clusters Score -2258575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2258577.000000 Penalty: 5049.854004
	Iteration 70Q: 3 clusters Score -2258577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2258577.250000 Penalty: 5049.854004
	Iteration 71Q: 3 clusters Score -2258577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2258580.750000 Penalty: 5049.854004
	Iteration 72Q: 3 clusters Score -2258581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2258581.500000 Penalty: 5049.854004
	Iteration 73Q: 3 clusters Score -2258582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2258577.000000 Penalty: 5049.854004
	Iteration 74Q: 3 clusters Score -2258577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2258580.000000 Penalty: 5049.854004
	Iteration 75Q: 3 clusters Score -2258580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2258580.000000 Penalty: 5049.854004
	Iteration 76F: 3 clusters Score -2258580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -236606.718750 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -236606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -233399.250000 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -233399.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -234049.140625 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -234049.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -234240.546875 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -234240.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -234395.796875 Penalty: 3955.879883
	Iteration 3F: 3 clusters Score -234395.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -234528.296875 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -234528.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -234623.156250 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -234623.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -234700.062500 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -234700.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -234769.875000 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -234769.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -234843.562500 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -234843.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -234905.265625 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -234905.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -234972.843750 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -234972.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -235037.109375 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -235037.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -235097.000000 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -235097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -235160.921875 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -235160.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -235242.609375 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -235242.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -235312.218750 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -235312.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -235377.406250 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -235377.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -235419.625000 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -235419.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -235455.921875 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -235455.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -235485.656250 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -235485.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -235510.656250 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -235510.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -235528.562500 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -235528.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -235550.312500 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -235550.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -235573.859375 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -235573.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -235591.796875 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -235591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -235607.843750 Penalty: 3955.879883
	Iteration 25Q: 3 clusters Score -235607.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -235623.171875 Penalty: 3955.879883
	Iteration 26Q: 3 clusters Score -235623.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -235635.328125 Penalty: 3955.879883
	Iteration 27Q: 3 clusters Score -235635.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -235643.593750 Penalty: 3955.879883
	Iteration 28Q: 3 clusters Score -235643.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -235650.328125 Penalty: 3955.879883
	Iteration 29Q: 3 clusters Score -235650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -235653.328125 Penalty: 3955.879883
	Iteration 30Q: 3 clusters Score -235653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -235654.718750 Penalty: 3955.879883
	Iteration 31Q: 3 clusters Score -235654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -235654.718750 Penalty: 3955.879883
	Iteration 32F: 3 clusters Score -235654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -22712.947266 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -22712.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21409.416016 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -21409.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21517.095703 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -21517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21559.404297 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -21559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21575.800781 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -21575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21578.351562 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -21578.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21580.472656 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -21580.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21580.472656 Penalty: 2837.274658
	Iteration 6F: 3 clusters Score -21580.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (144535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144535 members 
Entering Unmasked Estep 
Score: -13119271.000000 Penalty: 2946.556641
	Iteration 0F: 2 clusters Score -1.311927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -13022724.000000 Penalty: 5893.113281
	Iteration 0F: 3 clusters Score -1.302272e+07 nChanged 68943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -13062519.000000 Penalty: 5893.113281
	Iteration 1F: 3 clusters Score -1.306252e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -13063630.000000 Penalty: 5893.113281
	Iteration 2Q: 3 clusters Score -1.306363e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -13064993.000000 Penalty: 5893.113281
	Iteration 3Q: 3 clusters Score -1.306499e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -13067669.000000 Penalty: 5893.113281
	Iteration 4Q: 3 clusters Score -1.306767e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -13072196.000000 Penalty: 5893.113281
	Iteration 5F: 3 clusters Score -1.30722e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -13079992.000000 Penalty: 5893.113281
	Iteration 6F: 3 clusters Score -1.307999e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -13091950.000000 Penalty: 5893.113281
	Iteration 7F: 3 clusters Score -1.309195e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 132348 members 
Entering Unmasked Estep 
Score: -13104587.000000 Penalty: 5893.113281
	Iteration 8F: 3 clusters Score -1.310459e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 140359 members 
Entering Unmasked Estep 
Score: -13112620.000000 Penalty: 5893.113281
	Iteration 9F: 3 clusters Score -1.311262e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -13115595.000000 Penalty: 5893.113281
	Iteration 10Q: 3 clusters Score -1.31156e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -13116298.000000 Penalty: 5893.113281
	Iteration 11Q: 3 clusters Score -1.31163e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 144294 members 
Entering Unmasked Estep 
Score: -13116507.000000 Penalty: 5893.113281
	Iteration 12Q: 3 clusters Score -1.311651e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -13116591.000000 Penalty: 5893.113281
	Iteration 13Q: 3 clusters Score -1.311659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -13116616.000000 Penalty: 5893.113281
	Iteration 14Q: 3 clusters Score -1.311662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -13116638.000000 Penalty: 5893.113281
	Iteration 15Q: 3 clusters Score -1.311664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 144339 members 
Entering Unmasked Estep 
Score: -13116651.000000 Penalty: 5893.113281
	Iteration 16Q: 3 clusters Score -1.311665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 144340 members 
Entering Unmasked Estep 
Score: -13116651.000000 Penalty: 5893.113281
	Iteration 17Q: 3 clusters Score -1.311665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 144339 members 
Entering Unmasked Estep 
Score: -13116657.000000 Penalty: 5893.113281
	Iteration 18Q: 3 clusters Score -1.311666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -13116658.000000 Penalty: 5893.113281
	Iteration 19Q: 3 clusters Score -1.311666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -13116669.000000 Penalty: 5893.113281
	Iteration 20F: 3 clusters Score -1.311667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -13116680.000000 Penalty: 5893.113281
	Iteration 21Q: 3 clusters Score -1.311668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -13116681.000000 Penalty: 5893.113281
	Iteration 22Q: 3 clusters Score -1.311668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -13116686.000000 Penalty: 5893.113281
	Iteration 23Q: 3 clusters Score -1.311669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144346 members 
Entering Unmasked Estep 
Score: -13116693.000000 Penalty: 5893.113281
	Iteration 24Q: 3 clusters Score -1.311669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -13116697.000000 Penalty: 5893.113281
	Iteration 25Q: 3 clusters Score -1.31167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -13116696.000000 Penalty: 5893.113281
	Iteration 26Q: 3 clusters Score -1.31167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -13116696.000000 Penalty: 5893.113281
	Iteration 27F: 3 clusters Score -1.31167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Entering Unmasked Estep 
Score: -1397649.625000 Penalty: 2409.735596
	Iteration 0F: 2 clusters Score -1397650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1385833.000000 Penalty: 4819.471191
	Iteration 0F: 3 clusters Score -1385833 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1389779.875000 Penalty: 4819.471191
	Iteration 1F: 3 clusters Score -1389780 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1390531.125000 Penalty: 4819.471191
	Iteration 2F: 3 clusters Score -1390531 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1391314.500000 Penalty: 4819.471191
	Iteration 3F: 3 clusters Score -1391314 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1391996.250000 Penalty: 4819.471191
	Iteration 4F: 3 clusters Score -1391996 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1392608.250000 Penalty: 4819.471191
	Iteration 5F: 3 clusters Score -1392608 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1393074.750000 Penalty: 4819.471191
	Iteration 6F: 3 clusters Score -1393075 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1393454.250000 Penalty: 4819.471191
	Iteration 7Q: 3 clusters Score -1393454 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1393828.250000 Penalty: 4819.471191
	Iteration 8Q: 3 clusters Score -1393828 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1394209.125000 Penalty: 4819.471191
	Iteration 9Q: 3 clusters Score -1394209 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1394610.125000 Penalty: 4819.471191
	Iteration 10Q: 3 clusters Score -1394610 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1394999.875000 Penalty: 4819.471191
	Iteration 11Q: 3 clusters Score -1395000 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1395368.250000 Penalty: 4819.471191
	Iteration 12Q: 3 clusters Score -1395368 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1395672.625000 Penalty: 4819.471191
	Iteration 13Q: 3 clusters Score -1395673 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1395906.125000 Penalty: 4819.471191
	Iteration 14Q: 3 clusters Score -1395906 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1396101.125000 Penalty: 4819.471191
	Iteration 15Q: 3 clusters Score -1396101 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1396239.875000 Penalty: 4819.471191
	Iteration 16Q: 3 clusters Score -1396240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1396354.375000 Penalty: 4819.471191
	Iteration 17Q: 3 clusters Score -1396354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1396459.375000 Penalty: 4819.471191
	Iteration 18Q: 3 clusters Score -1396459 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1396528.625000 Penalty: 4819.471191
	Iteration 19Q: 3 clusters Score -1396529 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1396581.125000 Penalty: 4819.471191
	Iteration 20F: 3 clusters Score -1396581 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1396616.625000 Penalty: 4819.471191
	Iteration 21Q: 3 clusters Score -1396617 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1396641.125000 Penalty: 4819.471191
	Iteration 22Q: 3 clusters Score -1396641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1396671.500000 Penalty: 4819.471191
	Iteration 23Q: 3 clusters Score -1396672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1396690.125000 Penalty: 4819.471191
	Iteration 24Q: 3 clusters Score -1396690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1396713.875000 Penalty: 4819.471191
	Iteration 25Q: 3 clusters Score -1396714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1396741.000000 Penalty: 4819.471191
	Iteration 26Q: 3 clusters Score -1396741 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1396771.875000 Penalty: 4819.471191
	Iteration 27Q: 3 clusters Score -1396772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1396793.625000 Penalty: 4819.471191
	Iteration 28Q: 3 clusters Score -1396794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1396812.750000 Penalty: 4819.471191
	Iteration 29Q: 3 clusters Score -1396813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1396835.125000 Penalty: 4819.471191
	Iteration 30Q: 3 clusters Score -1396835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1396839.750000 Penalty: 4819.471191
	Iteration 31Q: 3 clusters Score -1396840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1396850.500000 Penalty: 4819.471191
	Iteration 32Q: 3 clusters Score -1396850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1396863.375000 Penalty: 4819.471191
	Iteration 33Q: 3 clusters Score -1396863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1396882.125000 Penalty: 4819.471191
	Iteration 34Q: 3 clusters Score -1396882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1396887.500000 Penalty: 4819.471191
	Iteration 35Q: 3 clusters Score -1396888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1396893.875000 Penalty: 4819.471191
	Iteration 36Q: 3 clusters Score -1396894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1396913.375000 Penalty: 4819.471191
	Iteration 37Q: 3 clusters Score -1396913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1396923.125000 Penalty: 4819.471191
	Iteration 38Q: 3 clusters Score -1396923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1396933.750000 Penalty: 4819.471191
	Iteration 39Q: 3 clusters Score -1396934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1396937.000000 Penalty: 4819.471191
	Iteration 40F: 3 clusters Score -1396937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1396941.500000 Penalty: 4819.471191
	Iteration 41Q: 3 clusters Score -1396942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1396950.875000 Penalty: 4819.471191
	Iteration 42Q: 3 clusters Score -1396951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1396958.750000 Penalty: 4819.471191
	Iteration 43Q: 3 clusters Score -1396959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1396968.500000 Penalty: 4819.471191
	Iteration 44Q: 3 clusters Score -1396968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1396976.750000 Penalty: 4819.471191
	Iteration 45Q: 3 clusters Score -1396977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1396979.375000 Penalty: 4819.471191
	Iteration 46Q: 3 clusters Score -1396979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1396982.500000 Penalty: 4819.471191
	Iteration 47Q: 3 clusters Score -1396982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1396983.250000 Penalty: 4819.471191
	Iteration 48Q: 3 clusters Score -1396983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1396991.500000 Penalty: 4819.471191
	Iteration 49Q: 3 clusters Score -1396992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1396991.625000 Penalty: 4819.471191
	Iteration 50Q: 3 clusters Score -1396992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1396994.625000 Penalty: 4819.471191
	Iteration 51Q: 3 clusters Score -1396995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1396996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1397001.875000 Penalty: 4819.471191
	Iteration 53Q: 3 clusters Score -1397002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1397000.625000 Penalty: 4819.471191
	Iteration 54Q: 3 clusters Score -1397001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1397002.125000 Penalty: 4819.471191
	Iteration 55Q: 3 clusters Score -1397002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1397004.250000 Penalty: 4819.471191
	Iteration 56Q: 3 clusters Score -1397004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1397007.000000 Penalty: 4819.471191
	Iteration 57Q: 3 clusters Score -1397007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1397010.500000 Penalty: 4819.471191
	Iteration 58Q: 3 clusters Score -1397010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1397013.250000 Penalty: 4819.471191
	Iteration 59Q: 3 clusters Score -1397013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1397012.375000 Penalty: 4819.471191
	Iteration 60F: 3 clusters Score -1397012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1397014.250000 Penalty: 4819.471191
	Iteration 61Q: 3 clusters Score -1397014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1397019.500000 Penalty: 4819.471191
	Iteration 62Q: 3 clusters Score -1397020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1397020.000000 Penalty: 4819.471191
	Iteration 63Q: 3 clusters Score -1397020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1397021.625000 Penalty: 4819.471191
	Iteration 64Q: 3 clusters Score -1397022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1397030.500000 Penalty: 4819.471191
	Iteration 65Q: 3 clusters Score -1397030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1397035.625000 Penalty: 4819.471191
	Iteration 66Q: 3 clusters Score -1397036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1397036.875000 Penalty: 4819.471191
	Iteration 67Q: 3 clusters Score -1397037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1397050.750000 Penalty: 4819.471191
	Iteration 68Q: 3 clusters Score -1397051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1397051.500000 Penalty: 4819.471191
	Iteration 69Q: 3 clusters Score -1397052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1397053.625000 Penalty: 4819.471191
	Iteration 70Q: 3 clusters Score -1397054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1397051.000000 Penalty: 4819.471191
	Iteration 71Q: 3 clusters Score -1397051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1397051.875000 Penalty: 4819.471191
	Iteration 72Q: 3 clusters Score -1397052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1397055.125000 Penalty: 4819.471191
	Iteration 73Q: 3 clusters Score -1397055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1397059.375000 Penalty: 4819.471191
	Iteration 74Q: 3 clusters Score -1397059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1397058.375000 Penalty: 4819.471191
	Iteration 75Q: 3 clusters Score -1397058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1397062.750000 Penalty: 4819.471191
	Iteration 76Q: 3 clusters Score -1397063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1397065.750000 Penalty: 4819.471191
	Iteration 77Q: 3 clusters Score -1397066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1397074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1397078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1397083.625000 Penalty: 4819.471191
	Iteration 80F: 3 clusters Score -1397084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1397084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1397086.000000 Penalty: 4819.471191
	Iteration 82Q: 3 clusters Score -1397086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1397088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1397089.000000 Penalty: 4819.471191
	Iteration 84Q: 3 clusters Score -1397089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1397095.875000 Penalty: 4819.471191
	Iteration 85Q: 3 clusters Score -1397096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1397097.000000 Penalty: 4819.471191
	Iteration 86Q: 3 clusters Score -1397097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1397100.375000 Penalty: 4819.471191
	Iteration 87Q: 3 clusters Score -1397100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1397101.250000 Penalty: 4819.471191
	Iteration 88Q: 3 clusters Score -1397101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1397098.125000 Penalty: 4819.471191
	Iteration 89Q: 3 clusters Score -1397098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1397098.375000 Penalty: 4819.471191
	Iteration 90Q: 3 clusters Score -1397098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1397095.875000 Penalty: 4819.471191
	Iteration 91Q: 3 clusters Score -1397096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1397103.375000 Penalty: 4819.471191
	Iteration 92Q: 3 clusters Score -1397103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1397111.875000 Penalty: 4819.471191
	Iteration 93Q: 3 clusters Score -1397112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1397115.250000 Penalty: 4819.471191
	Iteration 94Q: 3 clusters Score -1397115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1397119.625000 Penalty: 4819.471191
	Iteration 95Q: 3 clusters Score -1397120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1397116.500000 Penalty: 4819.471191
	Iteration 96Q: 3 clusters Score -1397116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1397116.000000 Penalty: 4819.471191
	Iteration 97Q: 3 clusters Score -1397116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1397120.250000 Penalty: 4819.471191
	Iteration 98Q: 3 clusters Score -1397120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1397119.000000 Penalty: 4819.471191
	Iteration 99Q: 3 clusters Score -1397119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1397126.375000 Penalty: 4819.471191
	Iteration 100F: 3 clusters Score -1397126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1397127.875000 Penalty: 4819.471191
	Iteration 101Q: 3 clusters Score -1397128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1397131.750000 Penalty: 4819.471191
	Iteration 102Q: 3 clusters Score -1397132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1397137.000000 Penalty: 4819.471191
	Iteration 103Q: 3 clusters Score -1397137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1397141.000000 Penalty: 4819.471191
	Iteration 104Q: 3 clusters Score -1397141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1397141.375000 Penalty: 4819.471191
	Iteration 105Q: 3 clusters Score -1397141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1397148.625000 Penalty: 4819.471191
	Iteration 106Q: 3 clusters Score -1397149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1397157.750000 Penalty: 4819.471191
	Iteration 107Q: 3 clusters Score -1397158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1397156.750000 Penalty: 4819.471191
	Iteration 108Q: 3 clusters Score -1397157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1397161.750000 Penalty: 4819.471191
	Iteration 109Q: 3 clusters Score -1397162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1397165.125000 Penalty: 4819.471191
	Iteration 110Q: 3 clusters Score -1397165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1397163.375000 Penalty: 4819.471191
	Iteration 111Q: 3 clusters Score -1397163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1397169.625000 Penalty: 4819.471191
	Iteration 112Q: 3 clusters Score -1397170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1397176.125000 Penalty: 4819.471191
	Iteration 113Q: 3 clusters Score -1397176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1397181.250000 Penalty: 4819.471191
	Iteration 114Q: 3 clusters Score -1397181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1397180.875000 Penalty: 4819.471191
	Iteration 115Q: 3 clusters Score -1397181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1397184.000000 Penalty: 4819.471191
	Iteration 116Q: 3 clusters Score -1397184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1397182.500000 Penalty: 4819.471191
	Iteration 117Q: 3 clusters Score -1397182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1397187.125000 Penalty: 4819.471191
	Iteration 118Q: 3 clusters Score -1397187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1397194.000000 Penalty: 4819.471191
	Iteration 119Q: 3 clusters Score -1397194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1397196.000000 Penalty: 4819.471191
	Iteration 120F: 3 clusters Score -1397196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1397199.750000 Penalty: 4819.471191
	Iteration 121Q: 3 clusters Score -1397200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1397196.750000 Penalty: 4819.471191
	Iteration 122Q: 3 clusters Score -1397197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1397197.125000 Penalty: 4819.471191
	Iteration 123Q: 3 clusters Score -1397197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1397197.000000 Penalty: 4819.471191
	Iteration 124Q: 3 clusters Score -1397197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1397201.750000 Penalty: 4819.471191
	Iteration 125Q: 3 clusters Score -1397202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1397200.250000 Penalty: 4819.471191
	Iteration 126Q: 3 clusters Score -1397200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1397204.250000 Penalty: 4819.471191
	Iteration 127Q: 3 clusters Score -1397204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1397207.125000 Penalty: 4819.471191
	Iteration 128Q: 3 clusters Score -1397207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1397205.875000 Penalty: 4819.471191
	Iteration 129Q: 3 clusters Score -1397206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1397208.125000 Penalty: 4819.471191
	Iteration 130Q: 3 clusters Score -1397208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1397209.125000 Penalty: 4819.471191
	Iteration 131Q: 3 clusters Score -1397209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1397207.625000 Penalty: 4819.471191
	Iteration 132Q: 3 clusters Score -1397208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1397207.625000 Penalty: 4819.471191
	Iteration 133F: 3 clusters Score -1397208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -533067.125000 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -533067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -527742.125000 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -527742.1 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -529401.062500 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -529401.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -530133.687500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -530133.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -530912.875000 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -530912.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -531598.125000 Penalty: 4349.752930
	Iteration 4F: 3 clusters Score -531598.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -532138.437500 Penalty: 4349.752930
	Iteration 5F: 3 clusters Score -532138.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -532539.937500 Penalty: 4349.752930
	Iteration 6F: 3 clusters Score -532539.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -532952.937500 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -532952.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -533360.375000 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -533360.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -533573.312500 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -533573.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -533668.625000 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -533668.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -533705.437500 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -533705.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -533720.812500 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -533720.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -533728.750000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -533728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -533732.312500 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -533732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -533733.000000 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -533733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -533736.375000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -533736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -533736.312500 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -533736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -533736.625000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -533736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -533736.500000 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -533736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -533736.500000 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -533736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 4 contains 143100 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 41703 members 
Mstep: Class 7 contains 19978 members 
Mstep: Class 8 contains 26401 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144535 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 407798 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153253 members 
Mstep: Class 18 contains 69348 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 68926 members 
Mstep: Class 21 contains 26481 members 
Mstep: Class 22 contains 208942 members 
Mstep: Class 23 contains 209500 members 
Mstep: Class 24 contains 24806 members 
Mstep: Class 25 contains 16930 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 23212 members 
Mstep: Class 30 contains 15654 members 
Mstep: Class 31 contains 4575 members 
Entering Unmasked Estep 
Score: -146483024.000000 Penalty: 110317.765625
Splitting cluster 13 changes total score from -146483936.000000 to -146483024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (14590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Entering Unmasked Estep 
Score: -1314981.250000 Penalty: 2377.846680
	Iteration 0F: 2 clusters Score -1314981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1304434.750000 Penalty: 4755.693359
	Iteration 0F: 3 clusters Score -1304435 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1307630.500000 Penalty: 4755.693359
	Iteration 1F: 3 clusters Score -1307630 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1307951.125000 Penalty: 4755.693359
	Iteration 2F: 3 clusters Score -1307951 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1308189.375000 Penalty: 4755.693359
	Iteration 3Q: 3 clusters Score -1308189 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1308400.250000 Penalty: 4755.693359
	Iteration 4Q: 3 clusters Score -1308400 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1308594.000000 Penalty: 4755.693359
	Iteration 5Q: 3 clusters Score -1308594 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1308779.250000 Penalty: 4755.693359
	Iteration 6Q: 3 clusters Score -1308779 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1308987.125000 Penalty: 4755.693359
	Iteration 7Q: 3 clusters Score -1308987 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1309209.250000 Penalty: 4755.693359
	Iteration 8Q: 3 clusters Score -1309209 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1309427.250000 Penalty: 4755.693359
	Iteration 9Q: 3 clusters Score -1309427 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1309680.125000 Penalty: 4755.693359
	Iteration 10Q: 3 clusters Score -1309680 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1309971.250000 Penalty: 4755.693359
	Iteration 11Q: 3 clusters Score -1309971 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1310326.625000 Penalty: 4755.693359
	Iteration 12Q: 3 clusters Score -1310327 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1310734.000000 Penalty: 4755.693359
	Iteration 13Q: 3 clusters Score -1310734 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1311086.750000 Penalty: 4755.693359
	Iteration 14Q: 3 clusters Score -1311087 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1311364.250000 Penalty: 4755.693359
	Iteration 15Q: 3 clusters Score -1311364 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1311529.375000 Penalty: 4755.693359
	Iteration 16Q: 3 clusters Score -1311529 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1311630.875000 Penalty: 4755.693359
	Iteration 17Q: 3 clusters Score -1311631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1311707.875000 Penalty: 4755.693359
	Iteration 18Q: 3 clusters Score -1311708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1311772.875000 Penalty: 4755.693359
	Iteration 19Q: 3 clusters Score -1311773 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1311815.250000 Penalty: 4755.693359
	Iteration 20F: 3 clusters Score -1311815 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1311852.500000 Penalty: 4755.693359
	Iteration 21Q: 3 clusters Score -1311852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1311896.000000 Penalty: 4755.693359
	Iteration 22Q: 3 clusters Score -1311896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1311942.750000 Penalty: 4755.693359
	Iteration 23Q: 3 clusters Score -1311943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1311990.500000 Penalty: 4755.693359
	Iteration 24Q: 3 clusters Score -1311990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1312036.125000 Penalty: 4755.693359
	Iteration 25Q: 3 clusters Score -1312036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1312082.375000 Penalty: 4755.693359
	Iteration 26Q: 3 clusters Score -1312082 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1312133.750000 Penalty: 4755.693359
	Iteration 27Q: 3 clusters Score -1312134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1312178.125000 Penalty: 4755.693359
	Iteration 28Q: 3 clusters Score -1312178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1312215.250000 Penalty: 4755.693359
	Iteration 29Q: 3 clusters Score -1312215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1312251.875000 Penalty: 4755.693359
	Iteration 30Q: 3 clusters Score -1312252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1312279.375000 Penalty: 4755.693359
	Iteration 31Q: 3 clusters Score -1312279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1312311.250000 Penalty: 4755.693359
	Iteration 32Q: 3 clusters Score -1312311 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1312347.625000 Penalty: 4755.693359
	Iteration 33Q: 3 clusters Score -1312348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1312382.000000 Penalty: 4755.693359
	Iteration 34Q: 3 clusters Score -1312382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1312422.500000 Penalty: 4755.693359
	Iteration 35Q: 3 clusters Score -1312422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1312465.500000 Penalty: 4755.693359
	Iteration 36Q: 3 clusters Score -1312466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1312498.250000 Penalty: 4755.693359
	Iteration 37Q: 3 clusters Score -1312498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1312522.375000 Penalty: 4755.693359
	Iteration 38Q: 3 clusters Score -1312522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1312549.125000 Penalty: 4755.693359
	Iteration 39Q: 3 clusters Score -1312549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1312576.250000 Penalty: 4755.693359
	Iteration 40F: 3 clusters Score -1312576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1312601.375000 Penalty: 4755.693359
	Iteration 41Q: 3 clusters Score -1312601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1312631.375000 Penalty: 4755.693359
	Iteration 42Q: 3 clusters Score -1312631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1312659.125000 Penalty: 4755.693359
	Iteration 43Q: 3 clusters Score -1312659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1312682.625000 Penalty: 4755.693359
	Iteration 44Q: 3 clusters Score -1312683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1312699.250000 Penalty: 4755.693359
	Iteration 45Q: 3 clusters Score -1312699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1312722.625000 Penalty: 4755.693359
	Iteration 46Q: 3 clusters Score -1312723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1312737.500000 Penalty: 4755.693359
	Iteration 47Q: 3 clusters Score -1312738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1312753.625000 Penalty: 4755.693359
	Iteration 48Q: 3 clusters Score -1312754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1312770.625000 Penalty: 4755.693359
	Iteration 49Q: 3 clusters Score -1312771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1312782.375000 Penalty: 4755.693359
	Iteration 50Q: 3 clusters Score -1312782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1312789.500000 Penalty: 4755.693359
	Iteration 51Q: 3 clusters Score -1312790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1312801.375000 Penalty: 4755.693359
	Iteration 52Q: 3 clusters Score -1312801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1312811.250000 Penalty: 4755.693359
	Iteration 53Q: 3 clusters Score -1312811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1312827.625000 Penalty: 4755.693359
	Iteration 54Q: 3 clusters Score -1312828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1312841.750000 Penalty: 4755.693359
	Iteration 55Q: 3 clusters Score -1312842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1312854.000000 Penalty: 4755.693359
	Iteration 56Q: 3 clusters Score -1312854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1312860.500000 Penalty: 4755.693359
	Iteration 57Q: 3 clusters Score -1312860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1312866.500000 Penalty: 4755.693359
	Iteration 58Q: 3 clusters Score -1312866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1312867.250000 Penalty: 4755.693359
	Iteration 59Q: 3 clusters Score -1312867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1312874.000000 Penalty: 4755.693359
	Iteration 60F: 3 clusters Score -1312874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1312881.500000 Penalty: 4755.693359
	Iteration 61Q: 3 clusters Score -1312882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1312888.375000 Penalty: 4755.693359
	Iteration 62Q: 3 clusters Score -1312888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1312900.250000 Penalty: 4755.693359
	Iteration 63Q: 3 clusters Score -1312900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1312916.000000 Penalty: 4755.693359
	Iteration 64Q: 3 clusters Score -1312916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1312924.375000 Penalty: 4755.693359
	Iteration 65Q: 3 clusters Score -1312924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1312936.125000 Penalty: 4755.693359
	Iteration 66Q: 3 clusters Score -1312936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1312947.500000 Penalty: 4755.693359
	Iteration 67Q: 3 clusters Score -1312948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1312955.875000 Penalty: 4755.693359
	Iteration 68Q: 3 clusters Score -1312956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1312960.625000 Penalty: 4755.693359
	Iteration 69Q: 3 clusters Score -1312961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1312966.000000 Penalty: 4755.693359
	Iteration 70Q: 3 clusters Score -1312966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1312966.500000 Penalty: 4755.693359
	Iteration 71Q: 3 clusters Score -1312966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1312969.500000 Penalty: 4755.693359
	Iteration 72Q: 3 clusters Score -1312970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1312968.750000 Penalty: 4755.693359
	Iteration 73Q: 3 clusters Score -1312969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1312968.750000 Penalty: 4755.693359
	Iteration 74F: 3 clusters Score -1312969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (407798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407798 members 
Entering Unmasked Estep 
Score: -35945364.000000 Penalty: 3203.794922
	Iteration 0F: 2 clusters Score -3.594536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 203700 members 
Entering Unmasked Estep 
Score: -35676028.000000 Penalty: 6407.589844
	Iteration 0F: 3 clusters Score -3.567603e+07 nChanged 198585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208049 members 
Mstep: Class 2 contains 199749 members 
Entering Unmasked Estep 
Score: -35796856.000000 Penalty: 6407.589844
	Iteration 1F: 3 clusters Score -3.579686e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209716 members 
Mstep: Class 2 contains 198082 members 
Entering Unmasked Estep 
Score: -35799688.000000 Penalty: 6407.589844
	Iteration 2Q: 3 clusters Score -3.579969e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Mstep: Class 2 contains 195696 members 
Entering Unmasked Estep 
Score: -35804292.000000 Penalty: 6407.589844
	Iteration 3Q: 3 clusters Score -3.580429e+07 nChanged 16916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215840 members 
Mstep: Class 2 contains 191958 members 
Entering Unmasked Estep 
Score: -35812008.000000 Penalty: 6407.589844
	Iteration 4Q: 3 clusters Score -3.581201e+07 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221127 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -35824268.000000 Penalty: 6407.589844
	Iteration 5F: 3 clusters Score -3.582427e+07 nChanged 23940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227529 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -35839784.000000 Penalty: 6407.589844
	Iteration 6F: 3 clusters Score -3.583978e+07 nChanged 25159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234558 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -35855652.000000 Penalty: 6407.589844
	Iteration 7F: 3 clusters Score -3.585565e+07 nChanged 24161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242057 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -35869540.000000 Penalty: 6407.589844
	Iteration 8F: 3 clusters Score -3.586954e+07 nChanged 20507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250306 members 
Mstep: Class 2 contains 157492 members 
Entering Unmasked Estep 
Score: -35879720.000000 Penalty: 6407.589844
	Iteration 9F: 3 clusters Score -3.587972e+07 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259359 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -35887256.000000 Penalty: 6407.589844
	Iteration 10Q: 3 clusters Score -3.588726e+07 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268793 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -35892620.000000 Penalty: 6407.589844
	Iteration 11Q: 3 clusters Score -3.589262e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278151 members 
Mstep: Class 2 contains 129647 members 
Entering Unmasked Estep 
Score: -35896832.000000 Penalty: 6407.589844
	Iteration 12Q: 3 clusters Score -3.589683e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287285 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -35900424.000000 Penalty: 6407.589844
	Iteration 13Q: 3 clusters Score -3.590042e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296276 members 
Mstep: Class 2 contains 111522 members 
Entering Unmasked Estep 
Score: -35903772.000000 Penalty: 6407.589844
	Iteration 14Q: 3 clusters Score -3.590377e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305037 members 
Mstep: Class 2 contains 102761 members 
Entering Unmasked Estep 
Score: -35906956.000000 Penalty: 6407.589844
	Iteration 15Q: 3 clusters Score -3.590696e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313562 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -35909960.000000 Penalty: 6407.589844
	Iteration 16Q: 3 clusters Score -3.590996e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321922 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -35913076.000000 Penalty: 6407.589844
	Iteration 17Q: 3 clusters Score -3.591308e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330018 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -35915952.000000 Penalty: 6407.589844
	Iteration 18Q: 3 clusters Score -3.591595e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338076 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -35919248.000000 Penalty: 6407.589844
	Iteration 19Q: 3 clusters Score -3.591925e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345867 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -35921980.000000 Penalty: 6407.589844
	Iteration 20F: 3 clusters Score -3.592198e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353136 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -35924868.000000 Penalty: 6407.589844
	Iteration 21Q: 3 clusters Score -3.592487e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359911 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -35927784.000000 Penalty: 6407.589844
	Iteration 22Q: 3 clusters Score -3.592778e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366151 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -35930556.000000 Penalty: 6407.589844
	Iteration 23Q: 3 clusters Score -3.593056e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371720 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -35932984.000000 Penalty: 6407.589844
	Iteration 24Q: 3 clusters Score -3.593298e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376463 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -35934960.000000 Penalty: 6407.589844
	Iteration 25Q: 3 clusters Score -3.593496e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380488 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -35936232.000000 Penalty: 6407.589844
	Iteration 26Q: 3 clusters Score -3.593623e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383928 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -35937324.000000 Penalty: 6407.589844
	Iteration 27Q: 3 clusters Score -3.593732e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386806 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -35938396.000000 Penalty: 6407.589844
	Iteration 28Q: 3 clusters Score -3.59384e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389221 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -35939192.000000 Penalty: 6407.589844
	Iteration 29Q: 3 clusters Score -3.593919e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391238 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -35939612.000000 Penalty: 6407.589844
	Iteration 30Q: 3 clusters Score -3.593961e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393016 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -35939944.000000 Penalty: 6407.589844
	Iteration 31Q: 3 clusters Score -3.593994e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394581 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -35940556.000000 Penalty: 6407.589844
	Iteration 32Q: 3 clusters Score -3.594056e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395953 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -35940772.000000 Penalty: 6407.589844
	Iteration 33Q: 3 clusters Score -3.594077e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397103 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -35941240.000000 Penalty: 6407.589844
	Iteration 34Q: 3 clusters Score -3.594124e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398113 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -35941588.000000 Penalty: 6407.589844
	Iteration 35Q: 3 clusters Score -3.594159e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398995 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -35941720.000000 Penalty: 6407.589844
	Iteration 36Q: 3 clusters Score -3.594172e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399729 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -35941960.000000 Penalty: 6407.589844
	Iteration 37Q: 3 clusters Score -3.594196e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400365 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -35942036.000000 Penalty: 6407.589844
	Iteration 38Q: 3 clusters Score -3.594204e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400939 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -35942152.000000 Penalty: 6407.589844
	Iteration 39Q: 3 clusters Score -3.594215e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401429 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -35942180.000000 Penalty: 6407.589844
	Iteration 40F: 3 clusters Score -3.594218e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401841 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -35942376.000000 Penalty: 6407.589844
	Iteration 41Q: 3 clusters Score -3.594238e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402198 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -35942468.000000 Penalty: 6407.589844
	Iteration 42Q: 3 clusters Score -3.594247e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402510 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -35942616.000000 Penalty: 6407.589844
	Iteration 43Q: 3 clusters Score -3.594262e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402782 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -35942672.000000 Penalty: 6407.589844
	Iteration 44Q: 3 clusters Score -3.594267e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403015 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -35942720.000000 Penalty: 6407.589844
	Iteration 45Q: 3 clusters Score -3.594272e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403246 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -35942740.000000 Penalty: 6407.589844
	Iteration 46Q: 3 clusters Score -3.594274e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403451 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -35942800.000000 Penalty: 6407.589844
	Iteration 47Q: 3 clusters Score -3.59428e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403612 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -35942788.000000 Penalty: 6407.589844
	Iteration 48Q: 3 clusters Score -3.594279e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403752 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -35942844.000000 Penalty: 6407.589844
	Iteration 49Q: 3 clusters Score -3.594284e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403851 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -35942880.000000 Penalty: 6407.589844
	Iteration 50Q: 3 clusters Score -3.594288e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403947 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -35942932.000000 Penalty: 6407.589844
	Iteration 51Q: 3 clusters Score -3.594293e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404037 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -35942940.000000 Penalty: 6407.589844
	Iteration 52Q: 3 clusters Score -3.594294e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404122 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -35942936.000000 Penalty: 6407.589844
	Iteration 53Q: 3 clusters Score -3.594294e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404205 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -35942928.000000 Penalty: 6407.589844
	Iteration 54Q: 3 clusters Score -3.594293e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404258 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -35942944.000000 Penalty: 6407.589844
	Iteration 55Q: 3 clusters Score -3.594294e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404306 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -35942968.000000 Penalty: 6407.589844
	Iteration 56Q: 3 clusters Score -3.594297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404345 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -35942980.000000 Penalty: 6407.589844
	Iteration 57Q: 3 clusters Score -3.594298e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404379 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -35942960.000000 Penalty: 6407.589844
	Iteration 58Q: 3 clusters Score -3.594296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404417 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -35942988.000000 Penalty: 6407.589844
	Iteration 59Q: 3 clusters Score -3.594299e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404452 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -35943008.000000 Penalty: 6407.589844
	Iteration 60F: 3 clusters Score -3.594301e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404485 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -35943004.000000 Penalty: 6407.589844
	Iteration 61Q: 3 clusters Score -3.5943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404511 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -35943040.000000 Penalty: 6407.589844
	Iteration 62Q: 3 clusters Score -3.594304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404531 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -35943036.000000 Penalty: 6407.589844
	Iteration 63Q: 3 clusters Score -3.594304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404547 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -35943060.000000 Penalty: 6407.589844
	Iteration 64Q: 3 clusters Score -3.594306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404570 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -35943044.000000 Penalty: 6407.589844
	Iteration 65Q: 3 clusters Score -3.594304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404595 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -35943060.000000 Penalty: 6407.589844
	Iteration 66Q: 3 clusters Score -3.594306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404616 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -35943060.000000 Penalty: 6407.589844
	Iteration 67Q: 3 clusters Score -3.594306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404633 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -35943052.000000 Penalty: 6407.589844
	Iteration 68Q: 3 clusters Score -3.594305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404646 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -35943056.000000 Penalty: 6407.589844
	Iteration 69Q: 3 clusters Score -3.594306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404658 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -35943048.000000 Penalty: 6407.589844
	Iteration 70Q: 3 clusters Score -3.594305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404666 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -35943044.000000 Penalty: 6407.589844
	Iteration 71Q: 3 clusters Score -3.594304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404675 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -35943072.000000 Penalty: 6407.589844
	Iteration 72Q: 3 clusters Score -3.594307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404691 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -35943072.000000 Penalty: 6407.589844
	Iteration 73Q: 3 clusters Score -3.594307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404701 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -35943088.000000 Penalty: 6407.589844
	Iteration 74Q: 3 clusters Score -3.594309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404715 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -35943068.000000 Penalty: 6407.589844
	Iteration 75Q: 3 clusters Score -3.594307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404726 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -35943048.000000 Penalty: 6407.589844
	Iteration 76Q: 3 clusters Score -3.594305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404734 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -35943096.000000 Penalty: 6407.589844
	Iteration 77Q: 3 clusters Score -3.59431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404746 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -35943092.000000 Penalty: 6407.589844
	Iteration 78Q: 3 clusters Score -3.594309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404756 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -35943128.000000 Penalty: 6407.589844
	Iteration 79Q: 3 clusters Score -3.594313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404762 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -35943124.000000 Penalty: 6407.589844
	Iteration 80F: 3 clusters Score -3.594312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404770 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -35943140.000000 Penalty: 6407.589844
	Iteration 81Q: 3 clusters Score -3.594314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404777 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -35943132.000000 Penalty: 6407.589844
	Iteration 82Q: 3 clusters Score -3.594313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404786 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -35943124.000000 Penalty: 6407.589844
	Iteration 83Q: 3 clusters Score -3.594312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404792 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -35943112.000000 Penalty: 6407.589844
	Iteration 84Q: 3 clusters Score -3.594311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404802 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -35943100.000000 Penalty: 6407.589844
	Iteration 85Q: 3 clusters Score -3.59431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404813 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -35943088.000000 Penalty: 6407.589844
	Iteration 86Q: 3 clusters Score -3.594309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404821 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -35943096.000000 Penalty: 6407.589844
	Iteration 87Q: 3 clusters Score -3.59431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404834 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -35943100.000000 Penalty: 6407.589844
	Iteration 88Q: 3 clusters Score -3.59431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404845 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -35943104.000000 Penalty: 6407.589844
	Iteration 89Q: 3 clusters Score -3.59431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404854 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -35943108.000000 Penalty: 6407.589844
	Iteration 90Q: 3 clusters Score -3.594311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404861 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -35943124.000000 Penalty: 6407.589844
	Iteration 91Q: 3 clusters Score -3.594312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404864 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -35943116.000000 Penalty: 6407.589844
	Iteration 92Q: 3 clusters Score -3.594312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404866 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -35943116.000000 Penalty: 6407.589844
	Iteration 93Q: 3 clusters Score -3.594312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404870 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -35943136.000000 Penalty: 6407.589844
	Iteration 94Q: 3 clusters Score -3.594314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404876 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -35943160.000000 Penalty: 6407.589844
	Iteration 95Q: 3 clusters Score -3.594316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404880 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -35943152.000000 Penalty: 6407.589844
	Iteration 96Q: 3 clusters Score -3.594315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404880 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -35943152.000000 Penalty: 6407.589844
	Iteration 97F: 3 clusters Score -3.594315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -449575.562500 Penalty: 2124.222168
	Iteration 0F: 2 clusters Score -449575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -444843.250000 Penalty: 4248.444336
	Iteration 0F: 3 clusters Score -444843.2 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -445985.468750 Penalty: 4248.444336
	Iteration 1F: 3 clusters Score -445985.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -446224.406250 Penalty: 4248.444336
	Iteration 2F: 3 clusters Score -446224.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -446371.562500 Penalty: 4248.444336
	Iteration 3F: 3 clusters Score -446371.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -446489.906250 Penalty: 4248.444336
	Iteration 4Q: 3 clusters Score -446489.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -446577.781250 Penalty: 4248.444336
	Iteration 5Q: 3 clusters Score -446577.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -446652.406250 Penalty: 4248.444336
	Iteration 6Q: 3 clusters Score -446652.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -446709.437500 Penalty: 4248.444336
	Iteration 7Q: 3 clusters Score -446709.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -446775.781250 Penalty: 4248.444336
	Iteration 8Q: 3 clusters Score -446775.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -446836.781250 Penalty: 4248.444336
	Iteration 9Q: 3 clusters Score -446836.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -446915.500000 Penalty: 4248.444336
	Iteration 10Q: 3 clusters Score -446915.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -446991.812500 Penalty: 4248.444336
	Iteration 11Q: 3 clusters Score -446991.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -447093.781250 Penalty: 4248.444336
	Iteration 12Q: 3 clusters Score -447093.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -447215.531250 Penalty: 4248.444336
	Iteration 13Q: 3 clusters Score -447215.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -447321.750000 Penalty: 4248.444336
	Iteration 14Q: 3 clusters Score -447321.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -447431.312500 Penalty: 4248.444336
	Iteration 15Q: 3 clusters Score -447431.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -447529.750000 Penalty: 4248.444336
	Iteration 16Q: 3 clusters Score -447529.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -447631.062500 Penalty: 4248.444336
	Iteration 17Q: 3 clusters Score -447631.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -447697.843750 Penalty: 4248.444336
	Iteration 18Q: 3 clusters Score -447697.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -447750.093750 Penalty: 4248.444336
	Iteration 19Q: 3 clusters Score -447750.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -447789.968750 Penalty: 4248.444336
	Iteration 20F: 3 clusters Score -447790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -447821.312500 Penalty: 4248.444336
	Iteration 21Q: 3 clusters Score -447821.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -447846.937500 Penalty: 4248.444336
	Iteration 22Q: 3 clusters Score -447846.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -447866.531250 Penalty: 4248.444336
	Iteration 23Q: 3 clusters Score -447866.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -447884.281250 Penalty: 4248.444336
	Iteration 24Q: 3 clusters Score -447884.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -447898.718750 Penalty: 4248.444336
	Iteration 25Q: 3 clusters Score -447898.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -447911.812500 Penalty: 4248.444336
	Iteration 26Q: 3 clusters Score -447911.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -447922.500000 Penalty: 4248.444336
	Iteration 27Q: 3 clusters Score -447922.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -447930.718750 Penalty: 4248.444336
	Iteration 28Q: 3 clusters Score -447930.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -447938.031250 Penalty: 4248.444336
	Iteration 29Q: 3 clusters Score -447938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -447942.500000 Penalty: 4248.444336
	Iteration 30Q: 3 clusters Score -447942.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447948.531250 Penalty: 4248.444336
	Iteration 31Q: 3 clusters Score -447948.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -447955.375000 Penalty: 4248.444336
	Iteration 32Q: 3 clusters Score -447955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -447959.562500 Penalty: 4248.444336
	Iteration 33Q: 3 clusters Score -447959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447962.593750 Penalty: 4248.444336
	Iteration 34Q: 3 clusters Score -447962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447965.000000 Penalty: 4248.444336
	Iteration 35Q: 3 clusters Score -447965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447967.031250 Penalty: 4248.444336
	Iteration 36Q: 3 clusters Score -447967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -447968.062500 Penalty: 4248.444336
	Iteration 37Q: 3 clusters Score -447968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -447968.750000 Penalty: 4248.444336
	Iteration 38Q: 3 clusters Score -447968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -447969.406250 Penalty: 4248.444336
	Iteration 39Q: 3 clusters Score -447969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447969.843750 Penalty: 4248.444336
	Iteration 40F: 3 clusters Score -447969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -447970.000000 Penalty: 4248.444336
	Iteration 41Q: 3 clusters Score -447970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -447971.312500 Penalty: 4248.444336
	Iteration 42Q: 3 clusters Score -447971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -447972.281250 Penalty: 4248.444336
	Iteration 43Q: 3 clusters Score -447972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -447972.656250 Penalty: 4248.444336
	Iteration 44Q: 3 clusters Score -447972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -447973.531250 Penalty: 4248.444336
	Iteration 45Q: 3 clusters Score -447973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -447973.718750 Penalty: 4248.444336
	Iteration 46Q: 3 clusters Score -447973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -447973.406250 Penalty: 4248.444336
	Iteration 47Q: 3 clusters Score -447973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -447973.406250 Penalty: 4248.444336
	Iteration 48F: 3 clusters Score -447973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Entering Unmasked Estep 
Score: -13765329.000000 Penalty: 2961.081543
	Iteration 0F: 2 clusters Score -1.376533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -13662861.000000 Penalty: 5922.163086
	Iteration 0F: 3 clusters Score -1.366286e+07 nChanged 72938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -13705672.000000 Penalty: 5922.163086
	Iteration 1F: 3 clusters Score -1.370567e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -13707129.000000 Penalty: 5922.163086
	Iteration 2Q: 3 clusters Score -1.370713e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -13709312.000000 Penalty: 5922.163086
	Iteration 3Q: 3 clusters Score -1.370931e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -13713002.000000 Penalty: 5922.163086
	Iteration 4Q: 3 clusters Score -1.3713e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -13719416.000000 Penalty: 5922.163086
	Iteration 5F: 3 clusters Score -1.371942e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -13729630.000000 Penalty: 5922.163086
	Iteration 6F: 3 clusters Score -1.372963e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129702 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -13741733.000000 Penalty: 5922.163086
	Iteration 7F: 3 clusters Score -1.374173e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140127 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -13751978.000000 Penalty: 5922.163086
	Iteration 8F: 3 clusters Score -1.375198e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146185 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -13757661.000000 Penalty: 5922.163086
	Iteration 9Q: 3 clusters Score -1.375766e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -13760394.000000 Penalty: 5922.163086
	Iteration 10Q: 3 clusters Score -1.376039e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150669 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13761457.000000 Penalty: 5922.163086
	Iteration 11Q: 3 clusters Score -1.376146e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13762003.000000 Penalty: 5922.163086
	Iteration 12Q: 3 clusters Score -1.3762e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13762312.000000 Penalty: 5922.163086
	Iteration 13Q: 3 clusters Score -1.376231e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13762441.000000 Penalty: 5922.163086
	Iteration 14Q: 3 clusters Score -1.376244e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152084 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13762560.000000 Penalty: 5922.163086
	Iteration 15Q: 3 clusters Score -1.376256e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13762663.000000 Penalty: 5922.163086
	Iteration 16Q: 3 clusters Score -1.376266e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13762735.000000 Penalty: 5922.163086
	Iteration 17Q: 3 clusters Score -1.376274e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152335 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13762764.000000 Penalty: 5922.163086
	Iteration 18Q: 3 clusters Score -1.376276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13762789.000000 Penalty: 5922.163086
	Iteration 19Q: 3 clusters Score -1.376279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152398 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13762817.000000 Penalty: 5922.163086
	Iteration 20F: 3 clusters Score -1.376282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13762820.000000 Penalty: 5922.163086
	Iteration 21Q: 3 clusters Score -1.376282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13762850.000000 Penalty: 5922.163086
	Iteration 22Q: 3 clusters Score -1.376285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152447 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13762859.000000 Penalty: 5922.163086
	Iteration 23Q: 3 clusters Score -1.376286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13762874.000000 Penalty: 5922.163086
	Iteration 24Q: 3 clusters Score -1.376287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13762890.000000 Penalty: 5922.163086
	Iteration 25Q: 3 clusters Score -1.376289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13762882.000000 Penalty: 5922.163086
	Iteration 26Q: 3 clusters Score -1.376288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13762878.000000 Penalty: 5922.163086
	Iteration 27Q: 3 clusters Score -1.376288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13762872.000000 Penalty: 5922.163086
	Iteration 28Q: 3 clusters Score -1.376287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13762879.000000 Penalty: 5922.163086
	Iteration 29Q: 3 clusters Score -1.376288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13762883.000000 Penalty: 5922.163086
	Iteration 30Q: 3 clusters Score -1.376288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13762872.000000 Penalty: 5922.163086
	Iteration 31Q: 3 clusters Score -1.376287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13762872.000000 Penalty: 5922.163086
	Iteration 32Q: 3 clusters Score -1.376287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13762877.000000 Penalty: 5922.163086
	Iteration 33Q: 3 clusters Score -1.376288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13762875.000000 Penalty: 5922.163086
	Iteration 34Q: 3 clusters Score -1.376288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13762871.000000 Penalty: 5922.163086
	Iteration 35Q: 3 clusters Score -1.376287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152511 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13762891.000000 Penalty: 5922.163086
	Iteration 36Q: 3 clusters Score -1.376289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13762896.000000 Penalty: 5922.163086
	Iteration 37Q: 3 clusters Score -1.37629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13762890.000000 Penalty: 5922.163086
	Iteration 38Q: 3 clusters Score -1.376289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13762896.000000 Penalty: 5922.163086
	Iteration 39Q: 3 clusters Score -1.37629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -13762894.000000 Penalty: 5922.163086
	Iteration 40F: 3 clusters Score -1.376289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152521 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13762890.000000 Penalty: 5922.163086
	Iteration 41Q: 3 clusters Score -1.376289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13762890.000000 Penalty: 5922.163086
	Iteration 42Q: 3 clusters Score -1.376289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152526 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13762893.000000 Penalty: 5922.163086
	Iteration 43Q: 3 clusters Score -1.376289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13762888.000000 Penalty: 5922.163086
	Iteration 44Q: 3 clusters Score -1.376289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13762902.000000 Penalty: 5922.163086
	Iteration 45Q: 3 clusters Score -1.37629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13762897.000000 Penalty: 5922.163086
	Iteration 46Q: 3 clusters Score -1.37629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13762903.000000 Penalty: 5922.163086
	Iteration 47Q: 3 clusters Score -1.37629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13762903.000000 Penalty: 5922.163086
	Iteration 48F: 3 clusters Score -1.37629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Entering Unmasked Estep 
Score: -6233306.500000 Penalty: 2764.429443
	Iteration 0F: 2 clusters Score -6233306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -6186646.500000 Penalty: 5528.858887
	Iteration 0F: 3 clusters Score -6186646 nChanged 32486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6205501.500000 Penalty: 5528.858887
	Iteration 1F: 3 clusters Score -6205502 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -6206654.000000 Penalty: 5528.858887
	Iteration 2Q: 3 clusters Score -6206654 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -6208073.000000 Penalty: 5528.858887
	Iteration 3Q: 3 clusters Score -6208073 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -6209548.500000 Penalty: 5528.858887
	Iteration 4Q: 3 clusters Score -6209548 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -6211110.500000 Penalty: 5528.858887
	Iteration 5Q: 3 clusters Score -6211110 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6212871.500000 Penalty: 5528.858887
	Iteration 6F: 3 clusters Score -6212872 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -6214741.000000 Penalty: 5528.858887
	Iteration 7F: 3 clusters Score -6214741 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -6216833.000000 Penalty: 5528.858887
	Iteration 8F: 3 clusters Score -6216833 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6218942.000000 Penalty: 5528.858887
	Iteration 9F: 3 clusters Score -6218942 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -6220897.000000 Penalty: 5528.858887
	Iteration 10Q: 3 clusters Score -6220897 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -6222216.000000 Penalty: 5528.858887
	Iteration 11Q: 3 clusters Score -6222216 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6223054.500000 Penalty: 5528.858887
	Iteration 12Q: 3 clusters Score -6223054 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6223499.500000 Penalty: 5528.858887
	Iteration 13Q: 3 clusters Score -6223500 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -6223780.500000 Penalty: 5528.858887
	Iteration 14Q: 3 clusters Score -6223780 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -6224000.500000 Penalty: 5528.858887
	Iteration 15Q: 3 clusters Score -6224000 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -6224130.000000 Penalty: 5528.858887
	Iteration 16Q: 3 clusters Score -6224130 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -6224216.000000 Penalty: 5528.858887
	Iteration 17Q: 3 clusters Score -6224216 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -6224375.000000 Penalty: 5528.858887
	Iteration 18Q: 3 clusters Score -6224375 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -6224442.500000 Penalty: 5528.858887
	Iteration 19Q: 3 clusters Score -6224442 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -6224510.500000 Penalty: 5528.858887
	Iteration 20F: 3 clusters Score -6224510 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -6224629.000000 Penalty: 5528.858887
	Iteration 21Q: 3 clusters Score -6224629 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6224776.500000 Penalty: 5528.858887
	Iteration 22Q: 3 clusters Score -6224776 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6224910.000000 Penalty: 5528.858887
	Iteration 23Q: 3 clusters Score -6224910 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -6225007.000000 Penalty: 5528.858887
	Iteration 24Q: 3 clusters Score -6225007 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -6225136.500000 Penalty: 5528.858887
	Iteration 25Q: 3 clusters Score -6225136 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -6225247.500000 Penalty: 5528.858887
	Iteration 26Q: 3 clusters Score -6225248 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6225362.500000 Penalty: 5528.858887
	Iteration 27Q: 3 clusters Score -6225362 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6225501.500000 Penalty: 5528.858887
	Iteration 28Q: 3 clusters Score -6225502 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -6225661.500000 Penalty: 5528.858887
	Iteration 29Q: 3 clusters Score -6225662 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6225788.000000 Penalty: 5528.858887
	Iteration 30Q: 3 clusters Score -6225788 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6225892.000000 Penalty: 5528.858887
	Iteration 31Q: 3 clusters Score -6225892 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -6225991.500000 Penalty: 5528.858887
	Iteration 32Q: 3 clusters Score -6225992 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -6226133.000000 Penalty: 5528.858887
	Iteration 33Q: 3 clusters Score -6226133 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -6226277.000000 Penalty: 5528.858887
	Iteration 34Q: 3 clusters Score -6226277 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6226416.000000 Penalty: 5528.858887
	Iteration 35Q: 3 clusters Score -6226416 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -6226541.500000 Penalty: 5528.858887
	Iteration 36Q: 3 clusters Score -6226542 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -6226675.000000 Penalty: 5528.858887
	Iteration 37Q: 3 clusters Score -6226675 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -6226825.000000 Penalty: 5528.858887
	Iteration 38Q: 3 clusters Score -6226825 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -6226989.000000 Penalty: 5528.858887
	Iteration 39Q: 3 clusters Score -6226989 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -6227163.000000 Penalty: 5528.858887
	Iteration 40F: 3 clusters Score -6227163 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -6227409.000000 Penalty: 5528.858887
	Iteration 41Q: 3 clusters Score -6227409 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -6227657.500000 Penalty: 5528.858887
	Iteration 42Q: 3 clusters Score -6227658 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -6227949.500000 Penalty: 5528.858887
	Iteration 43Q: 3 clusters Score -6227950 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -6228251.500000 Penalty: 5528.858887
	Iteration 44Q: 3 clusters Score -6228252 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -6228519.000000 Penalty: 5528.858887
	Iteration 45Q: 3 clusters Score -6228519 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -6228827.000000 Penalty: 5528.858887
	Iteration 46Q: 3 clusters Score -6228827 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -6229125.000000 Penalty: 5528.858887
	Iteration 47Q: 3 clusters Score -6229125 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -6229497.500000 Penalty: 5528.858887
	Iteration 48Q: 3 clusters Score -6229498 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -6229861.500000 Penalty: 5528.858887
	Iteration 49Q: 3 clusters Score -6229862 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -6230199.500000 Penalty: 5528.858887
	Iteration 50Q: 3 clusters Score -6230200 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -6230464.500000 Penalty: 5528.858887
	Iteration 51Q: 3 clusters Score -6230464 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -6230678.500000 Penalty: 5528.858887
	Iteration 52Q: 3 clusters Score -6230678 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -6230944.000000 Penalty: 5528.858887
	Iteration 53Q: 3 clusters Score -6230944 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -6231155.500000 Penalty: 5528.858887
	Iteration 54Q: 3 clusters Score -6231156 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -6231345.500000 Penalty: 5528.858887
	Iteration 55Q: 3 clusters Score -6231346 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -6231470.500000 Penalty: 5528.858887
	Iteration 56Q: 3 clusters Score -6231470 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -6231604.000000 Penalty: 5528.858887
	Iteration 57Q: 3 clusters Score -6231604 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -6231716.000000 Penalty: 5528.858887
	Iteration 58Q: 3 clusters Score -6231716 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -6231829.500000 Penalty: 5528.858887
	Iteration 59Q: 3 clusters Score -6231830 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -6231938.500000 Penalty: 5528.858887
	Iteration 60F: 3 clusters Score -6231938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -6231994.500000 Penalty: 5528.858887
	Iteration 61Q: 3 clusters Score -6231994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -6232040.000000 Penalty: 5528.858887
	Iteration 62Q: 3 clusters Score -6232040 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -6232122.000000 Penalty: 5528.858887
	Iteration 63Q: 3 clusters Score -6232122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -6232135.500000 Penalty: 5528.858887
	Iteration 64Q: 3 clusters Score -6232136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -6232153.000000 Penalty: 5528.858887
	Iteration 65Q: 3 clusters Score -6232153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -6232166.000000 Penalty: 5528.858887
	Iteration 66Q: 3 clusters Score -6232166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -6232186.500000 Penalty: 5528.858887
	Iteration 67Q: 3 clusters Score -6232186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -6232185.500000 Penalty: 5528.858887
	Iteration 68Q: 3 clusters Score -6232186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -6232193.500000 Penalty: 5528.858887
	Iteration 69Q: 3 clusters Score -6232194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -6232203.000000 Penalty: 5528.858887
	Iteration 70Q: 3 clusters Score -6232203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -6232192.500000 Penalty: 5528.858887
	Iteration 71Q: 3 clusters Score -6232192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -6232189.000000 Penalty: 5528.858887
	Iteration 72Q: 3 clusters Score -6232189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -6232198.000000 Penalty: 5528.858887
	Iteration 73Q: 3 clusters Score -6232198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -6232204.000000 Penalty: 5528.858887
	Iteration 74Q: 3 clusters Score -6232204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -6232202.500000 Penalty: 5528.858887
	Iteration 75Q: 3 clusters Score -6232202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -6232210.000000 Penalty: 5528.858887
	Iteration 76Q: 3 clusters Score -6232210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -6232211.000000 Penalty: 5528.858887
	Iteration 77Q: 3 clusters Score -6232211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -6232208.000000 Penalty: 5528.858887
	Iteration 78Q: 3 clusters Score -6232208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -6232204.500000 Penalty: 5528.858887
	Iteration 79Q: 3 clusters Score -6232204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -6232212.500000 Penalty: 5528.858887
	Iteration 80F: 3 clusters Score -6232212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -6232210.500000 Penalty: 5528.858887
	Iteration 81Q: 3 clusters Score -6232210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -6232207.000000 Penalty: 5528.858887
	Iteration 82Q: 3 clusters Score -6232207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -6232212.500000 Penalty: 5528.858887
	Iteration 83Q: 3 clusters Score -6232212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -6232210.000000 Penalty: 5528.858887
	Iteration 84Q: 3 clusters Score -6232210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -6232210.500000 Penalty: 5528.858887
	Iteration 85Q: 3 clusters Score -6232210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -6232213.000000 Penalty: 5528.858887
	Iteration 86Q: 3 clusters Score -6232213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -6232207.000000 Penalty: 5528.858887
	Iteration 87Q: 3 clusters Score -6232207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -6232207.000000 Penalty: 5528.858887
	Iteration 88Q: 3 clusters Score -6232207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -6232211.000000 Penalty: 5528.858887
	Iteration 89Q: 3 clusters Score -6232211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -6232211.000000 Penalty: 5528.858887
	Iteration 90F: 3 clusters Score -6232211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -279325.156250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -279325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -275515.875000 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -275515.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -276463.000000 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -276463 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -276824.937500 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -276824.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -277103.968750 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -277104 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -277366.250000 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -277366.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -277579.625000 Penalty: 4105.218262
	Iteration 5F: 3 clusters Score -277579.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -277732.531250 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -277732.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -277834.187500 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -277834.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -277893.937500 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -277893.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -277932.875000 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -277932.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -277980.250000 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -277980.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -278021.312500 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -278021.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -278059.312500 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -278059.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -278098.937500 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -278098.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -278132.093750 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -278132.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -278156.468750 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -278156.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -278171.125000 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -278171.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -278188.156250 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -278188.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -278207.718750 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -278207.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -278226.375000 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -278226.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -278242.812500 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -278242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -278263.281250 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -278263.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -278277.000000 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -278277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -278286.906250 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -278286.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -278292.250000 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -278292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -278298.000000 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -278298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -278301.625000 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -278301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -278306.250000 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -278306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -278308.718750 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -278308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -278311.500000 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -278311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -278314.000000 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -278314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -278315.187500 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -278315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -278316.562500 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -278316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -278316.968750 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -278317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -278317.406250 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -278317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -278317.250000 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -278317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -278317.250000 Penalty: 4105.218262
	Iteration 36F: 3 clusters Score -278317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Entering Unmasked Estep 
Score: -6213573.000000 Penalty: 2762.915771
	Iteration 0F: 2 clusters Score -6213573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -6167408.500000 Penalty: 5525.831543
	Iteration 0F: 3 clusters Score -6167408 nChanged 32256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6185966.500000 Penalty: 5525.831543
	Iteration 1F: 3 clusters Score -6185966 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -6186969.500000 Penalty: 5525.831543
	Iteration 2Q: 3 clusters Score -6186970 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -6188149.500000 Penalty: 5525.831543
	Iteration 3Q: 3 clusters Score -6188150 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6189815.500000 Penalty: 5525.831543
	Iteration 4Q: 3 clusters Score -6189816 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -6192151.500000 Penalty: 5525.831543
	Iteration 5F: 3 clusters Score -6192152 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -6195437.500000 Penalty: 5525.831543
	Iteration 6F: 3 clusters Score -6195438 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -6199196.000000 Penalty: 5525.831543
	Iteration 7F: 3 clusters Score -6199196 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -6202396.000000 Penalty: 5525.831543
	Iteration 8F: 3 clusters Score -6202396 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6204882.500000 Penalty: 5525.831543
	Iteration 9F: 3 clusters Score -6204882 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -6206743.000000 Penalty: 5525.831543
	Iteration 10Q: 3 clusters Score -6206743 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -6208150.500000 Penalty: 5525.831543
	Iteration 11Q: 3 clusters Score -6208150 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -6209188.000000 Penalty: 5525.831543
	Iteration 12Q: 3 clusters Score -6209188 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -6209965.500000 Penalty: 5525.831543
	Iteration 13Q: 3 clusters Score -6209966 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6210495.000000 Penalty: 5525.831543
	Iteration 14Q: 3 clusters Score -6210495 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -6210797.000000 Penalty: 5525.831543
	Iteration 15Q: 3 clusters Score -6210797 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -6211032.000000 Penalty: 5525.831543
	Iteration 16Q: 3 clusters Score -6211032 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -6211177.500000 Penalty: 5525.831543
	Iteration 17Q: 3 clusters Score -6211178 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -6211310.500000 Penalty: 5525.831543
	Iteration 18Q: 3 clusters Score -6211310 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -6211417.500000 Penalty: 5525.831543
	Iteration 19Q: 3 clusters Score -6211418 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -6211513.000000 Penalty: 5525.831543
	Iteration 20F: 3 clusters Score -6211513 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -6211568.000000 Penalty: 5525.831543
	Iteration 21Q: 3 clusters Score -6211568 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -6211600.000000 Penalty: 5525.831543
	Iteration 22Q: 3 clusters Score -6211600 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6211644.000000 Penalty: 5525.831543
	Iteration 23Q: 3 clusters Score -6211644 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -6211687.500000 Penalty: 5525.831543
	Iteration 24Q: 3 clusters Score -6211688 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -6211714.000000 Penalty: 5525.831543
	Iteration 25Q: 3 clusters Score -6211714 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -6211752.500000 Penalty: 5525.831543
	Iteration 26Q: 3 clusters Score -6211752 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6211765.000000 Penalty: 5525.831543
	Iteration 27Q: 3 clusters Score -6211765 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6211820.000000 Penalty: 5525.831543
	Iteration 28Q: 3 clusters Score -6211820 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -6211837.000000 Penalty: 5525.831543
	Iteration 29Q: 3 clusters Score -6211837 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -6211836.000000 Penalty: 5525.831543
	Iteration 30Q: 3 clusters Score -6211836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -6211851.500000 Penalty: 5525.831543
	Iteration 31Q: 3 clusters Score -6211852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6211877.500000 Penalty: 5525.831543
	Iteration 32Q: 3 clusters Score -6211878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6211909.000000 Penalty: 5525.831543
	Iteration 33Q: 3 clusters Score -6211909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -6211911.500000 Penalty: 5525.831543
	Iteration 34Q: 3 clusters Score -6211912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6211929.500000 Penalty: 5525.831543
	Iteration 35Q: 3 clusters Score -6211930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6211926.500000 Penalty: 5525.831543
	Iteration 36Q: 3 clusters Score -6211926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6211929.000000 Penalty: 5525.831543
	Iteration 37Q: 3 clusters Score -6211929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6211926.000000 Penalty: 5525.831543
	Iteration 38Q: 3 clusters Score -6211926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -6211931.000000 Penalty: 5525.831543
	Iteration 39Q: 3 clusters Score -6211931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -6211941.500000 Penalty: 5525.831543
	Iteration 40F: 3 clusters Score -6211942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -6211932.500000 Penalty: 5525.831543
	Iteration 41Q: 3 clusters Score -6211932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6211943.000000 Penalty: 5525.831543
	Iteration 42Q: 3 clusters Score -6211943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6211944.000000 Penalty: 5525.831543
	Iteration 43Q: 3 clusters Score -6211944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6211929.000000 Penalty: 5525.831543
	Iteration 44Q: 3 clusters Score -6211929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6211919.000000 Penalty: 5525.831543
	Iteration 45Q: 3 clusters Score -6211919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6211923.000000 Penalty: 5525.831543
	Iteration 46Q: 3 clusters Score -6211923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -6211936.000000 Penalty: 5525.831543
	Iteration 47Q: 3 clusters Score -6211936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6211936.000000 Penalty: 5525.831543
	Iteration 48Q: 3 clusters Score -6211936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -6211941.000000 Penalty: 5525.831543
	Iteration 49Q: 3 clusters Score -6211941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -6211940.000000 Penalty: 5525.831543
	Iteration 50Q: 3 clusters Score -6211940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6211939.500000 Penalty: 5525.831543
	Iteration 51Q: 3 clusters Score -6211940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -6211950.500000 Penalty: 5525.831543
	Iteration 52Q: 3 clusters Score -6211950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -6211947.500000 Penalty: 5525.831543
	Iteration 53Q: 3 clusters Score -6211948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6211954.000000 Penalty: 5525.831543
	Iteration 54Q: 3 clusters Score -6211954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -6211954.500000 Penalty: 5525.831543
	Iteration 55Q: 3 clusters Score -6211954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -6211956.000000 Penalty: 5525.831543
	Iteration 56Q: 3 clusters Score -6211956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6211956.000000 Penalty: 5525.831543
	Iteration 57Q: 3 clusters Score -6211956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6211961.000000 Penalty: 5525.831543
	Iteration 58Q: 3 clusters Score -6211961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6211955.000000 Penalty: 5525.831543
	Iteration 59Q: 3 clusters Score -6211955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -6211969.500000 Penalty: 5525.831543
	Iteration 60F: 3 clusters Score -6211970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -6211969.000000 Penalty: 5525.831543
	Iteration 61Q: 3 clusters Score -6211969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6211974.500000 Penalty: 5525.831543
	Iteration 62Q: 3 clusters Score -6211974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -6211981.500000 Penalty: 5525.831543
	Iteration 63Q: 3 clusters Score -6211982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -6211980.500000 Penalty: 5525.831543
	Iteration 64Q: 3 clusters Score -6211980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6211979.500000 Penalty: 5525.831543
	Iteration 65Q: 3 clusters Score -6211980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6211979.500000 Penalty: 5525.831543
	Iteration 66F: 3 clusters Score -6211980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Entering Unmasked Estep 
Score: -2392659.750000 Penalty: 2525.677490
	Iteration 0F: 2 clusters Score -2392660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2374317.000000 Penalty: 5051.354980
	Iteration 0F: 3 clusters Score -2374317 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2380770.500000 Penalty: 5051.354980
	Iteration 1F: 3 clusters Score -2380770 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2381141.250000 Penalty: 5051.354980
	Iteration 2Q: 3 clusters Score -2381141 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2381413.250000 Penalty: 5051.354980
	Iteration 3Q: 3 clusters Score -2381413 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2381681.250000 Penalty: 5051.354980
	Iteration 4Q: 3 clusters Score -2381681 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2381929.250000 Penalty: 5051.354980
	Iteration 5Q: 3 clusters Score -2381929 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2382186.000000 Penalty: 5051.354980
	Iteration 6Q: 3 clusters Score -2382186 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2382421.750000 Penalty: 5051.354980
	Iteration 7Q: 3 clusters Score -2382422 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2382724.750000 Penalty: 5051.354980
	Iteration 8Q: 3 clusters Score -2382725 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2383087.000000 Penalty: 5051.354980
	Iteration 9Q: 3 clusters Score -2383087 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2383591.250000 Penalty: 5051.354980
	Iteration 10Q: 3 clusters Score -2383591 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2384272.750000 Penalty: 5051.354980
	Iteration 11Q: 3 clusters Score -2384273 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2385290.500000 Penalty: 5051.354980
	Iteration 12F: 3 clusters Score -2385290 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2386495.250000 Penalty: 5051.354980
	Iteration 13F: 3 clusters Score -2386495 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2387748.750000 Penalty: 5051.354980
	Iteration 14F: 3 clusters Score -2387749 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2388802.250000 Penalty: 5051.354980
	Iteration 15Q: 3 clusters Score -2388802 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2389581.000000 Penalty: 5051.354980
	Iteration 16Q: 3 clusters Score -2389581 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2390066.000000 Penalty: 5051.354980
	Iteration 17Q: 3 clusters Score -2390066 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2390316.000000 Penalty: 5051.354980
	Iteration 18Q: 3 clusters Score -2390316 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2390487.750000 Penalty: 5051.354980
	Iteration 19Q: 3 clusters Score -2390488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2390591.500000 Penalty: 5051.354980
	Iteration 20F: 3 clusters Score -2390592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2390629.000000 Penalty: 5051.354980
	Iteration 21Q: 3 clusters Score -2390629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2390663.000000 Penalty: 5051.354980
	Iteration 22Q: 3 clusters Score -2390663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2390678.000000 Penalty: 5051.354980
	Iteration 23Q: 3 clusters Score -2390678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2390694.250000 Penalty: 5051.354980
	Iteration 24Q: 3 clusters Score -2390694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2390706.000000 Penalty: 5051.354980
	Iteration 25Q: 3 clusters Score -2390706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2390716.500000 Penalty: 5051.354980
	Iteration 26Q: 3 clusters Score -2390716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2390728.750000 Penalty: 5051.354980
	Iteration 27Q: 3 clusters Score -2390729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2390737.250000 Penalty: 5051.354980
	Iteration 28Q: 3 clusters Score -2390737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2390746.750000 Penalty: 5051.354980
	Iteration 29Q: 3 clusters Score -2390747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2390752.250000 Penalty: 5051.354980
	Iteration 30Q: 3 clusters Score -2390752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2390755.750000 Penalty: 5051.354980
	Iteration 31Q: 3 clusters Score -2390756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2390761.750000 Penalty: 5051.354980
	Iteration 32Q: 3 clusters Score -2390762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2390767.250000 Penalty: 5051.354980
	Iteration 33Q: 3 clusters Score -2390767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2390770.750000 Penalty: 5051.354980
	Iteration 34Q: 3 clusters Score -2390771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2390771.500000 Penalty: 5051.354980
	Iteration 35Q: 3 clusters Score -2390772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2390771.500000 Penalty: 5051.354980
	Iteration 36F: 3 clusters Score -2390772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (208942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208942 members 
Entering Unmasked Estep 
Score: -18355314.000000 Penalty: 3037.953369
	Iteration 0F: 2 clusters Score -1.835531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -18215232.000000 Penalty: 6075.906738
	Iteration 0F: 3 clusters Score -1.821523e+07 nChanged 100705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -18273820.000000 Penalty: 6075.906738
	Iteration 1F: 3 clusters Score -1.827382e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -18274994.000000 Penalty: 6075.906738
	Iteration 2Q: 3 clusters Score -1.827499e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 113730 members 
Entering Unmasked Estep 
Score: -18276662.000000 Penalty: 6075.906738
	Iteration 3Q: 3 clusters Score -1.827666e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 119228 members 
Entering Unmasked Estep 
Score: -18279210.000000 Penalty: 6075.906738
	Iteration 4Q: 3 clusters Score -1.827921e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -18283570.000000 Penalty: 6075.906738
	Iteration 5Q: 3 clusters Score -1.828357e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 139331 members 
Entering Unmasked Estep 
Score: -18290964.000000 Penalty: 6075.906738
	Iteration 6F: 3 clusters Score -1.829096e+07 nChanged 15711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -18302414.000000 Penalty: 6075.906738
	Iteration 7F: 3 clusters Score -1.830241e+07 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -18317944.000000 Penalty: 6075.906738
	Iteration 8F: 3 clusters Score -1.831794e+07 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -18333696.000000 Penalty: 6075.906738
	Iteration 9F: 3 clusters Score -1.83337e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 199035 members 
Entering Unmasked Estep 
Score: -18344228.000000 Penalty: 6075.906738
	Iteration 10F: 3 clusters Score -1.834423e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 204651 members 
Entering Unmasked Estep 
Score: -18349528.000000 Penalty: 6075.906738
	Iteration 11Q: 3 clusters Score -1.834953e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 206926 members 
Entering Unmasked Estep 
Score: -18351594.000000 Penalty: 6075.906738
	Iteration 12Q: 3 clusters Score -1.835159e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 207738 members 
Entering Unmasked Estep 
Score: -18352332.000000 Penalty: 6075.906738
	Iteration 13Q: 3 clusters Score -1.835233e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 208050 members 
Entering Unmasked Estep 
Score: -18352716.000000 Penalty: 6075.906738
	Iteration 14Q: 3 clusters Score -1.835272e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 208173 members 
Entering Unmasked Estep 
Score: -18352952.000000 Penalty: 6075.906738
	Iteration 15Q: 3 clusters Score -1.835295e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 208226 members 
Entering Unmasked Estep 
Score: -18353134.000000 Penalty: 6075.906738
	Iteration 16Q: 3 clusters Score -1.835313e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 208241 members 
Entering Unmasked Estep 
Score: -18353306.000000 Penalty: 6075.906738
	Iteration 17Q: 3 clusters Score -1.835331e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 208215 members 
Entering Unmasked Estep 
Score: -18353454.000000 Penalty: 6075.906738
	Iteration 18Q: 3 clusters Score -1.835345e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 208195 members 
Entering Unmasked Estep 
Score: -18353584.000000 Penalty: 6075.906738
	Iteration 19Q: 3 clusters Score -1.835358e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 208170 members 
Entering Unmasked Estep 
Score: -18353698.000000 Penalty: 6075.906738
	Iteration 20F: 3 clusters Score -1.83537e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 208135 members 
Entering Unmasked Estep 
Score: -18353778.000000 Penalty: 6075.906738
	Iteration 21Q: 3 clusters Score -1.835378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 208098 members 
Entering Unmasked Estep 
Score: -18353816.000000 Penalty: 6075.906738
	Iteration 22Q: 3 clusters Score -1.835382e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -18353844.000000 Penalty: 6075.906738
	Iteration 23Q: 3 clusters Score -1.835384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 208046 members 
Entering Unmasked Estep 
Score: -18353850.000000 Penalty: 6075.906738
	Iteration 24Q: 3 clusters Score -1.835385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 208028 members 
Entering Unmasked Estep 
Score: -18353898.000000 Penalty: 6075.906738
	Iteration 25Q: 3 clusters Score -1.83539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 208015 members 
Entering Unmasked Estep 
Score: -18353908.000000 Penalty: 6075.906738
	Iteration 26Q: 3 clusters Score -1.835391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 208003 members 
Entering Unmasked Estep 
Score: -18353912.000000 Penalty: 6075.906738
	Iteration 27Q: 3 clusters Score -1.835391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 207997 members 
Entering Unmasked Estep 
Score: -18353908.000000 Penalty: 6075.906738
	Iteration 28Q: 3 clusters Score -1.835391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 207989 members 
Entering Unmasked Estep 
Score: -18353912.000000 Penalty: 6075.906738
	Iteration 29Q: 3 clusters Score -1.835391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 207981 members 
Entering Unmasked Estep 
Score: -18353910.000000 Penalty: 6075.906738
	Iteration 30Q: 3 clusters Score -1.835391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 207977 members 
Entering Unmasked Estep 
Score: -18353920.000000 Penalty: 6075.906738
	Iteration 31Q: 3 clusters Score -1.835392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -18353912.000000 Penalty: 6075.906738
	Iteration 32Q: 3 clusters Score -1.835391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 207967 members 
Entering Unmasked Estep 
Score: -18353926.000000 Penalty: 6075.906738
	Iteration 33Q: 3 clusters Score -1.835393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 207963 members 
Entering Unmasked Estep 
Score: -18353920.000000 Penalty: 6075.906738
	Iteration 34Q: 3 clusters Score -1.835392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -18353926.000000 Penalty: 6075.906738
	Iteration 35Q: 3 clusters Score -1.835393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 207956 members 
Entering Unmasked Estep 
Score: -18353922.000000 Penalty: 6075.906738
	Iteration 36Q: 3 clusters Score -1.835392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 207950 members 
Entering Unmasked Estep 
Score: -18353920.000000 Penalty: 6075.906738
	Iteration 37Q: 3 clusters Score -1.835392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 207941 members 
Entering Unmasked Estep 
Score: -18353916.000000 Penalty: 6075.906738
	Iteration 38Q: 3 clusters Score -1.835392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 207932 members 
Entering Unmasked Estep 
Score: -18353932.000000 Penalty: 6075.906738
	Iteration 39Q: 3 clusters Score -1.835393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 207927 members 
Entering Unmasked Estep 
Score: -18353942.000000 Penalty: 6075.906738
	Iteration 40F: 3 clusters Score -1.835394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 207924 members 
Entering Unmasked Estep 
Score: -18353946.000000 Penalty: 6075.906738
	Iteration 41Q: 3 clusters Score -1.835395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 207921 members 
Entering Unmasked Estep 
Score: -18353940.000000 Penalty: 6075.906738
	Iteration 42Q: 3 clusters Score -1.835394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 207920 members 
Entering Unmasked Estep 
Score: -18353938.000000 Penalty: 6075.906738
	Iteration 43Q: 3 clusters Score -1.835394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 207918 members 
Entering Unmasked Estep 
Score: -18353948.000000 Penalty: 6075.906738
	Iteration 44Q: 3 clusters Score -1.835395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 207918 members 
Entering Unmasked Estep 
Score: -18353940.000000 Penalty: 6075.906738
	Iteration 45Q: 3 clusters Score -1.835394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -18353928.000000 Penalty: 6075.906738
	Iteration 46Q: 3 clusters Score -1.835393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -18353926.000000 Penalty: 6075.906738
	Iteration 47Q: 3 clusters Score -1.835393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 207916 members 
Entering Unmasked Estep 
Score: -18353934.000000 Penalty: 6075.906738
	Iteration 48Q: 3 clusters Score -1.835393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 207915 members 
Entering Unmasked Estep 
Score: -18353930.000000 Penalty: 6075.906738
	Iteration 49Q: 3 clusters Score -1.835393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 207915 members 
Entering Unmasked Estep 
Score: -18353930.000000 Penalty: 6075.906738
	Iteration 50F: 3 clusters Score -1.835393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209500 members 
Entering Unmasked Estep 
Score: -18652062.000000 Penalty: 3038.614746
	Iteration 0F: 2 clusters Score -1.865206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -18511020.000000 Penalty: 6077.229492
	Iteration 0F: 3 clusters Score -1.851102e+07 nChanged 101299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -18570186.000000 Penalty: 6077.229492
	Iteration 1F: 3 clusters Score -1.857019e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -18571548.000000 Penalty: 6077.229492
	Iteration 2Q: 3 clusters Score -1.857155e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -18574098.000000 Penalty: 6077.229492
	Iteration 3Q: 3 clusters Score -1.85741e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -18578128.000000 Penalty: 6077.229492
	Iteration 4Q: 3 clusters Score -1.857813e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -18585000.000000 Penalty: 6077.229492
	Iteration 5F: 3 clusters Score -1.8585e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -18596630.000000 Penalty: 6077.229492
	Iteration 6F: 3 clusters Score -1.859663e+07 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -18612916.000000 Penalty: 6077.229492
	Iteration 7F: 3 clusters Score -1.861292e+07 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186936 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -18630470.000000 Penalty: 6077.229492
	Iteration 8F: 3 clusters Score -1.863047e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198691 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -18642830.000000 Penalty: 6077.229492
	Iteration 9F: 3 clusters Score -1.864283e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203423 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -18649064.000000 Penalty: 6077.229492
	Iteration 10Q: 3 clusters Score -1.864906e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204366 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -18650988.000000 Penalty: 6077.229492
	Iteration 11Q: 3 clusters Score -1.865099e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204639 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -18651408.000000 Penalty: 6077.229492
	Iteration 12Q: 3 clusters Score -1.865141e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204767 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -18651538.000000 Penalty: 6077.229492
	Iteration 13Q: 3 clusters Score -1.865154e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204861 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -18651588.000000 Penalty: 6077.229492
	Iteration 14Q: 3 clusters Score -1.865159e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204940 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -18651620.000000 Penalty: 6077.229492
	Iteration 15Q: 3 clusters Score -1.865162e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205015 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -18651658.000000 Penalty: 6077.229492
	Iteration 16Q: 3 clusters Score -1.865166e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205071 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -18651684.000000 Penalty: 6077.229492
	Iteration 17Q: 3 clusters Score -1.865168e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205119 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -18651662.000000 Penalty: 6077.229492
	Iteration 18Q: 3 clusters Score -1.865166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205157 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -18651642.000000 Penalty: 6077.229492
	Iteration 19Q: 3 clusters Score -1.865164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205191 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -18651662.000000 Penalty: 6077.229492
	Iteration 20F: 3 clusters Score -1.865166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205225 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -18651676.000000 Penalty: 6077.229492
	Iteration 21Q: 3 clusters Score -1.865168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205248 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -18651696.000000 Penalty: 6077.229492
	Iteration 22Q: 3 clusters Score -1.86517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205265 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -18651706.000000 Penalty: 6077.229492
	Iteration 23Q: 3 clusters Score -1.865171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205275 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -18651700.000000 Penalty: 6077.229492
	Iteration 24Q: 3 clusters Score -1.86517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205290 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -18651698.000000 Penalty: 6077.229492
	Iteration 25Q: 3 clusters Score -1.86517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205297 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -18651696.000000 Penalty: 6077.229492
	Iteration 26Q: 3 clusters Score -1.86517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205308 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -18651688.000000 Penalty: 6077.229492
	Iteration 27Q: 3 clusters Score -1.865169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205316 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -18651698.000000 Penalty: 6077.229492
	Iteration 28Q: 3 clusters Score -1.86517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205326 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -18651690.000000 Penalty: 6077.229492
	Iteration 29Q: 3 clusters Score -1.865169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205334 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -18651686.000000 Penalty: 6077.229492
	Iteration 30Q: 3 clusters Score -1.865169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205344 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -18651706.000000 Penalty: 6077.229492
	Iteration 31Q: 3 clusters Score -1.865171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205352 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -18651694.000000 Penalty: 6077.229492
	Iteration 32Q: 3 clusters Score -1.865169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205353 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -18651700.000000 Penalty: 6077.229492
	Iteration 33Q: 3 clusters Score -1.86517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205358 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -18651692.000000 Penalty: 6077.229492
	Iteration 34Q: 3 clusters Score -1.865169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205360 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -18651688.000000 Penalty: 6077.229492
	Iteration 35Q: 3 clusters Score -1.865169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205361 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -18651678.000000 Penalty: 6077.229492
	Iteration 36Q: 3 clusters Score -1.865168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205362 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -18651686.000000 Penalty: 6077.229492
	Iteration 37Q: 3 clusters Score -1.865169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205363 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -18651690.000000 Penalty: 6077.229492
	Iteration 38Q: 3 clusters Score -1.865169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205364 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -18651692.000000 Penalty: 6077.229492
	Iteration 39Q: 3 clusters Score -1.865169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205364 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -18651692.000000 Penalty: 6077.229492
	Iteration 40F: 3 clusters Score -1.865169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Entering Unmasked Estep 
Score: -2161646.750000 Penalty: 2509.472656
	Iteration 0F: 2 clusters Score -2161647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2144480.500000 Penalty: 5018.945312
	Iteration 0F: 3 clusters Score -2144480 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2150382.000000 Penalty: 5018.945312
	Iteration 1F: 3 clusters Score -2150382 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2150822.500000 Penalty: 5018.945312
	Iteration 2F: 3 clusters Score -2150822 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2151256.750000 Penalty: 5018.945312
	Iteration 3Q: 3 clusters Score -2151257 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2151741.750000 Penalty: 5018.945312
	Iteration 4Q: 3 clusters Score -2151742 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2152375.500000 Penalty: 5018.945312
	Iteration 5F: 3 clusters Score -2152376 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2153146.000000 Penalty: 5018.945312
	Iteration 6F: 3 clusters Score -2153146 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2154076.500000 Penalty: 5018.945312
	Iteration 7F: 3 clusters Score -2154076 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2155087.000000 Penalty: 5018.945312
	Iteration 8F: 3 clusters Score -2155087 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2155968.250000 Penalty: 5018.945312
	Iteration 9F: 3 clusters Score -2155968 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2156686.500000 Penalty: 5018.945312
	Iteration 10Q: 3 clusters Score -2156686 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2157290.500000 Penalty: 5018.945312
	Iteration 11Q: 3 clusters Score -2157290 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2157738.000000 Penalty: 5018.945312
	Iteration 12Q: 3 clusters Score -2157738 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2158091.500000 Penalty: 5018.945312
	Iteration 13Q: 3 clusters Score -2158092 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2158330.250000 Penalty: 5018.945312
	Iteration 14Q: 3 clusters Score -2158330 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2158555.500000 Penalty: 5018.945312
	Iteration 15Q: 3 clusters Score -2158556 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2158705.500000 Penalty: 5018.945312
	Iteration 16Q: 3 clusters Score -2158706 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2158840.750000 Penalty: 5018.945312
	Iteration 17Q: 3 clusters Score -2158841 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2158945.250000 Penalty: 5018.945312
	Iteration 18Q: 3 clusters Score -2158945 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2159054.250000 Penalty: 5018.945312
	Iteration 19Q: 3 clusters Score -2159054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2159134.000000 Penalty: 5018.945312
	Iteration 20F: 3 clusters Score -2159134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2159205.500000 Penalty: 5018.945312
	Iteration 21Q: 3 clusters Score -2159206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2159271.000000 Penalty: 5018.945312
	Iteration 22Q: 3 clusters Score -2159271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2159321.000000 Penalty: 5018.945312
	Iteration 23Q: 3 clusters Score -2159321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2159364.000000 Penalty: 5018.945312
	Iteration 24Q: 3 clusters Score -2159364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2159404.250000 Penalty: 5018.945312
	Iteration 25Q: 3 clusters Score -2159404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2159426.750000 Penalty: 5018.945312
	Iteration 26Q: 3 clusters Score -2159427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2159452.250000 Penalty: 5018.945312
	Iteration 27Q: 3 clusters Score -2159452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2159474.000000 Penalty: 5018.945312
	Iteration 28Q: 3 clusters Score -2159474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2159495.500000 Penalty: 5018.945312
	Iteration 29Q: 3 clusters Score -2159496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2159514.750000 Penalty: 5018.945312
	Iteration 30Q: 3 clusters Score -2159515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2159528.250000 Penalty: 5018.945312
	Iteration 31Q: 3 clusters Score -2159528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2159539.000000 Penalty: 5018.945312
	Iteration 32Q: 3 clusters Score -2159539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2159546.500000 Penalty: 5018.945312
	Iteration 33Q: 3 clusters Score -2159546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2159547.250000 Penalty: 5018.945312
	Iteration 34Q: 3 clusters Score -2159547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2159555.750000 Penalty: 5018.945312
	Iteration 35Q: 3 clusters Score -2159556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2159562.000000 Penalty: 5018.945312
	Iteration 36Q: 3 clusters Score -2159562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2159563.250000 Penalty: 5018.945312
	Iteration 37Q: 3 clusters Score -2159563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2159569.750000 Penalty: 5018.945312
	Iteration 38Q: 3 clusters Score -2159570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2159579.750000 Penalty: 5018.945312
	Iteration 39Q: 3 clusters Score -2159580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2159580.750000 Penalty: 5018.945312
	Iteration 40F: 3 clusters Score -2159581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2159581.750000 Penalty: 5018.945312
	Iteration 41Q: 3 clusters Score -2159582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2159580.750000 Penalty: 5018.945312
	Iteration 42Q: 3 clusters Score -2159581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2159589.500000 Penalty: 5018.945312
	Iteration 43Q: 3 clusters Score -2159590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2159590.750000 Penalty: 5018.945312
	Iteration 44Q: 3 clusters Score -2159591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2159595.500000 Penalty: 5018.945312
	Iteration 45Q: 3 clusters Score -2159596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2159594.500000 Penalty: 5018.945312
	Iteration 46Q: 3 clusters Score -2159594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2159594.000000 Penalty: 5018.945312
	Iteration 47Q: 3 clusters Score -2159594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2159595.000000 Penalty: 5018.945312
	Iteration 48Q: 3 clusters Score -2159595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2159595.000000 Penalty: 5018.945312
	Iteration 49F: 3 clusters Score -2159595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Entering Unmasked Estep 
Score: -1446814.250000 Penalty: 2414.736816
	Iteration 0F: 2 clusters Score -1446814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1434839.375000 Penalty: 4829.473633
	Iteration 0F: 3 clusters Score -1434839 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1439106.875000 Penalty: 4829.473633
	Iteration 1F: 3 clusters Score -1439107 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1439820.750000 Penalty: 4829.473633
	Iteration 2F: 3 clusters Score -1439821 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1440523.125000 Penalty: 4829.473633
	Iteration 3F: 3 clusters Score -1440523 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1441128.125000 Penalty: 4829.473633
	Iteration 4F: 3 clusters Score -1441128 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1441607.500000 Penalty: 4829.473633
	Iteration 5F: 3 clusters Score -1441608 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1442015.625000 Penalty: 4829.473633
	Iteration 6Q: 3 clusters Score -1442016 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1442362.625000 Penalty: 4829.473633
	Iteration 7Q: 3 clusters Score -1442363 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1442723.375000 Penalty: 4829.473633
	Iteration 8Q: 3 clusters Score -1442723 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1443107.750000 Penalty: 4829.473633
	Iteration 9Q: 3 clusters Score -1443108 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1443500.125000 Penalty: 4829.473633
	Iteration 10Q: 3 clusters Score -1443500 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1443859.375000 Penalty: 4829.473633
	Iteration 11Q: 3 clusters Score -1443859 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1444179.625000 Penalty: 4829.473633
	Iteration 12Q: 3 clusters Score -1444180 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1444434.000000 Penalty: 4829.473633
	Iteration 13Q: 3 clusters Score -1444434 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1444662.500000 Penalty: 4829.473633
	Iteration 14Q: 3 clusters Score -1444662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1444835.125000 Penalty: 4829.473633
	Iteration 15Q: 3 clusters Score -1444835 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1444985.250000 Penalty: 4829.473633
	Iteration 16Q: 3 clusters Score -1444985 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1445126.375000 Penalty: 4829.473633
	Iteration 17Q: 3 clusters Score -1445126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1445256.625000 Penalty: 4829.473633
	Iteration 18Q: 3 clusters Score -1445257 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1445368.875000 Penalty: 4829.473633
	Iteration 19Q: 3 clusters Score -1445369 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1445467.000000 Penalty: 4829.473633
	Iteration 20F: 3 clusters Score -1445467 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1445545.500000 Penalty: 4829.473633
	Iteration 21Q: 3 clusters Score -1445546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1445601.625000 Penalty: 4829.473633
	Iteration 22Q: 3 clusters Score -1445602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1445638.375000 Penalty: 4829.473633
	Iteration 23Q: 3 clusters Score -1445638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1445651.750000 Penalty: 4829.473633
	Iteration 24Q: 3 clusters Score -1445652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1445662.625000 Penalty: 4829.473633
	Iteration 25Q: 3 clusters Score -1445663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1445669.375000 Penalty: 4829.473633
	Iteration 26Q: 3 clusters Score -1445669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1445672.875000 Penalty: 4829.473633
	Iteration 27Q: 3 clusters Score -1445673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1445681.000000 Penalty: 4829.473633
	Iteration 28Q: 3 clusters Score -1445681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1445682.625000 Penalty: 4829.473633
	Iteration 29Q: 3 clusters Score -1445683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1445682.125000 Penalty: 4829.473633
	Iteration 30Q: 3 clusters Score -1445682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1445687.250000 Penalty: 4829.473633
	Iteration 31Q: 3 clusters Score -1445687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1445686.000000 Penalty: 4829.473633
	Iteration 32Q: 3 clusters Score -1445686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1445690.625000 Penalty: 4829.473633
	Iteration 33Q: 3 clusters Score -1445691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1445689.750000 Penalty: 4829.473633
	Iteration 34Q: 3 clusters Score -1445690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1445690.500000 Penalty: 4829.473633
	Iteration 35Q: 3 clusters Score -1445690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1445690.500000 Penalty: 4829.473633
	Iteration 36F: 3 clusters Score -1445690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -302043.812500 Penalty: 2031.207886
	Iteration 0F: 2 clusters Score -302043.8 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 1788 members 
Entering Unmasked Estep 
Score: -298409.125000 Penalty: 4062.415771
	Iteration 0F: 3 clusters Score -298409.1 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -299160.937500 Penalty: 4062.415771
	Iteration 1F: 3 clusters Score -299160.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -299316.375000 Penalty: 4062.415771
	Iteration 2F: 3 clusters Score -299316.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -299414.250000 Penalty: 4062.415771
	Iteration 3Q: 3 clusters Score -299414.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -299480.281250 Penalty: 4062.415771
	Iteration 4Q: 3 clusters Score -299480.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -299531.218750 Penalty: 4062.415771
	Iteration 5Q: 3 clusters Score -299531.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -299582.250000 Penalty: 4062.415771
	Iteration 6Q: 3 clusters Score -299582.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -299623.531250 Penalty: 4062.415771
	Iteration 7Q: 3 clusters Score -299623.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -299661.375000 Penalty: 4062.415771
	Iteration 8Q: 3 clusters Score -299661.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -299700.156250 Penalty: 4062.415771
	Iteration 9Q: 3 clusters Score -299700.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -299734.250000 Penalty: 4062.415771
	Iteration 10Q: 3 clusters Score -299734.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -299758.250000 Penalty: 4062.415771
	Iteration 11Q: 3 clusters Score -299758.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -299777.781250 Penalty: 4062.415771
	Iteration 12Q: 3 clusters Score -299777.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -299806.218750 Penalty: 4062.415771
	Iteration 13Q: 3 clusters Score -299806.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -299840.656250 Penalty: 4062.415771
	Iteration 14Q: 3 clusters Score -299840.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -299892.937500 Penalty: 4062.415771
	Iteration 15Q: 3 clusters Score -299892.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -299966.968750 Penalty: 4062.415771
	Iteration 16Q: 3 clusters Score -299967 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -300078.031250 Penalty: 4062.415771
	Iteration 17Q: 3 clusters Score -300078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -300266.437500 Penalty: 4062.415771
	Iteration 18Q: 3 clusters Score -300266.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -300439.812500 Penalty: 4062.415771
	Iteration 19Q: 3 clusters Score -300439.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -300556.937500 Penalty: 4062.415771
	Iteration 20F: 3 clusters Score -300556.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -300614.875000 Penalty: 4062.415771
	Iteration 21Q: 3 clusters Score -300614.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -300650.250000 Penalty: 4062.415771
	Iteration 22Q: 3 clusters Score -300650.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -300675.031250 Penalty: 4062.415771
	Iteration 23Q: 3 clusters Score -300675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -300699.281250 Penalty: 4062.415771
	Iteration 24Q: 3 clusters Score -300699.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -300724.437500 Penalty: 4062.415771
	Iteration 25Q: 3 clusters Score -300724.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -300751.812500 Penalty: 4062.415771
	Iteration 26Q: 3 clusters Score -300751.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -300773.250000 Penalty: 4062.415771
	Iteration 27Q: 3 clusters Score -300773.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -300789.937500 Penalty: 4062.415771
	Iteration 28Q: 3 clusters Score -300789.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -300808.375000 Penalty: 4062.415771
	Iteration 29Q: 3 clusters Score -300808.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -300830.000000 Penalty: 4062.415771
	Iteration 30Q: 3 clusters Score -300830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -300851.031250 Penalty: 4062.415771
	Iteration 31Q: 3 clusters Score -300851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -300882.906250 Penalty: 4062.415771
	Iteration 32Q: 3 clusters Score -300882.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -300911.093750 Penalty: 4062.415771
	Iteration 33Q: 3 clusters Score -300911.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -300948.562500 Penalty: 4062.415771
	Iteration 34Q: 3 clusters Score -300948.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -300983.781250 Penalty: 4062.415771
	Iteration 35Q: 3 clusters Score -300983.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -301018.343750 Penalty: 4062.415771
	Iteration 36Q: 3 clusters Score -301018.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -301066.781250 Penalty: 4062.415771
	Iteration 37Q: 3 clusters Score -301066.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -301119.875000 Penalty: 4062.415771
	Iteration 38Q: 3 clusters Score -301119.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -301207.031250 Penalty: 4062.415771
	Iteration 39Q: 3 clusters Score -301207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -301303.781250 Penalty: 4062.415771
	Iteration 40F: 3 clusters Score -301303.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -301364.156250 Penalty: 4062.415771
	Iteration 41Q: 3 clusters Score -301364.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -301398.062500 Penalty: 4062.415771
	Iteration 42Q: 3 clusters Score -301398.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -301435.281250 Penalty: 4062.415771
	Iteration 43Q: 3 clusters Score -301435.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -301470.781250 Penalty: 4062.415771
	Iteration 44Q: 3 clusters Score -301470.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -301490.906250 Penalty: 4062.415771
	Iteration 45Q: 3 clusters Score -301490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -301502.843750 Penalty: 4062.415771
	Iteration 46Q: 3 clusters Score -301502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -301510.406250 Penalty: 4062.415771
	Iteration 47Q: 3 clusters Score -301510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -301515.968750 Penalty: 4062.415771
	Iteration 48Q: 3 clusters Score -301516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -301520.875000 Penalty: 4062.415771
	Iteration 49Q: 3 clusters Score -301520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -301523.250000 Penalty: 4062.415771
	Iteration 50Q: 3 clusters Score -301523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -301523.250000 Penalty: 4062.415771
	Iteration 51F: 3 clusters Score -301523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Entering Unmasked Estep 
Score: -502922.375000 Penalty: 2158.593018
	Iteration 0F: 2 clusters Score -502922.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -497776.812500 Penalty: 4317.186035
	Iteration 0F: 3 clusters Score -497776.8 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -498981.437500 Penalty: 4317.186035
	Iteration 1F: 3 clusters Score -498981.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -499218.375000 Penalty: 4317.186035
	Iteration 2F: 3 clusters Score -499218.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -499389.843750 Penalty: 4317.186035
	Iteration 3F: 3 clusters Score -499389.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -499525.250000 Penalty: 4317.186035
	Iteration 4Q: 3 clusters Score -499525.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -499630.187500 Penalty: 4317.186035
	Iteration 5Q: 3 clusters Score -499630.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -499709.312500 Penalty: 4317.186035
	Iteration 6Q: 3 clusters Score -499709.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -499780.500000 Penalty: 4317.186035
	Iteration 7Q: 3 clusters Score -499780.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -499856.312500 Penalty: 4317.186035
	Iteration 8Q: 3 clusters Score -499856.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -499931.437500 Penalty: 4317.186035
	Iteration 9Q: 3 clusters Score -499931.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -500000.937500 Penalty: 4317.186035
	Iteration 10Q: 3 clusters Score -500000.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -500073.312500 Penalty: 4317.186035
	Iteration 11Q: 3 clusters Score -500073.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -500140.093750 Penalty: 4317.186035
	Iteration 12Q: 3 clusters Score -500140.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -500216.531250 Penalty: 4317.186035
	Iteration 13Q: 3 clusters Score -500216.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -500280.718750 Penalty: 4317.186035
	Iteration 14Q: 3 clusters Score -500280.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -500334.656250 Penalty: 4317.186035
	Iteration 15Q: 3 clusters Score -500334.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -500395.812500 Penalty: 4317.186035
	Iteration 16Q: 3 clusters Score -500395.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -500454.156250 Penalty: 4317.186035
	Iteration 17Q: 3 clusters Score -500454.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -500504.843750 Penalty: 4317.186035
	Iteration 18Q: 3 clusters Score -500504.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -500558.781250 Penalty: 4317.186035
	Iteration 19Q: 3 clusters Score -500558.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -500615.062500 Penalty: 4317.186035
	Iteration 20F: 3 clusters Score -500615.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -500658.031250 Penalty: 4317.186035
	Iteration 21Q: 3 clusters Score -500658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -500697.750000 Penalty: 4317.186035
	Iteration 22Q: 3 clusters Score -500697.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -500742.968750 Penalty: 4317.186035
	Iteration 23Q: 3 clusters Score -500743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -500784.750000 Penalty: 4317.186035
	Iteration 24Q: 3 clusters Score -500784.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -500821.531250 Penalty: 4317.186035
	Iteration 25Q: 3 clusters Score -500821.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -500852.437500 Penalty: 4317.186035
	Iteration 26Q: 3 clusters Score -500852.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -500878.718750 Penalty: 4317.186035
	Iteration 27Q: 3 clusters Score -500878.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -500895.375000 Penalty: 4317.186035
	Iteration 28Q: 3 clusters Score -500895.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -500908.375000 Penalty: 4317.186035
	Iteration 29Q: 3 clusters Score -500908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -500915.375000 Penalty: 4317.186035
	Iteration 30Q: 3 clusters Score -500915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -500925.531250 Penalty: 4317.186035
	Iteration 31Q: 3 clusters Score -500925.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -500934.687500 Penalty: 4317.186035
	Iteration 32Q: 3 clusters Score -500934.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -500949.187500 Penalty: 4317.186035
	Iteration 33Q: 3 clusters Score -500949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -500963.187500 Penalty: 4317.186035
	Iteration 34Q: 3 clusters Score -500963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -500978.312500 Penalty: 4317.186035
	Iteration 35Q: 3 clusters Score -500978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -500988.125000 Penalty: 4317.186035
	Iteration 36Q: 3 clusters Score -500988.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -501002.437500 Penalty: 4317.186035
	Iteration 37Q: 3 clusters Score -501002.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -501013.562500 Penalty: 4317.186035
	Iteration 38Q: 3 clusters Score -501013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -501021.468750 Penalty: 4317.186035
	Iteration 39Q: 3 clusters Score -501021.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -501028.093750 Penalty: 4317.186035
	Iteration 40F: 3 clusters Score -501028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -501032.375000 Penalty: 4317.186035
	Iteration 41Q: 3 clusters Score -501032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -501034.906250 Penalty: 4317.186035
	Iteration 42Q: 3 clusters Score -501034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -501034.906250 Penalty: 4317.186035
	Iteration 43F: 3 clusters Score -501034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -226233.687500 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -226233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -223084.531250 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -223084.5 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -223684.906250 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -223684.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223881.906250 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -223881.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -224030.234375 Penalty: 3930.878174
	Iteration 3F: 3 clusters Score -224030.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -224195.359375 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -224195.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -224413.953125 Penalty: 3930.878174
	Iteration 5F: 3 clusters Score -224414 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -224649.125000 Penalty: 3930.878174
	Iteration 6F: 3 clusters Score -224649.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -224901.250000 Penalty: 3930.878174
	Iteration 7F: 3 clusters Score -224901.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -225150.312500 Penalty: 3930.878174
	Iteration 8F: 3 clusters Score -225150.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -225367.421875 Penalty: 3930.878174
	Iteration 9F: 3 clusters Score -225367.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -225559.515625 Penalty: 3930.878174
	Iteration 10F: 3 clusters Score -225559.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -225706.078125 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -225706.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -225768.046875 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -225768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -225793.671875 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -225793.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -225809.000000 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -225809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -225820.640625 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -225820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -225829.812500 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -225829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -225832.984375 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -225833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -225836.000000 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -225836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -225836.703125 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -225836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -225838.015625 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -225838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -225839.609375 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -225839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -225842.812500 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -225842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -225845.281250 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -225845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -225845.281250 Penalty: 3930.878174
	Iteration 24F: 3 clusters Score -225845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Entering Unmasked Estep 
Score: -1869018.875000 Penalty: 2493.001221
	Iteration 0F: 2 clusters Score -1869019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1852735.875000 Penalty: 4986.002441
	Iteration 0F: 3 clusters Score -1852736 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1858566.875000 Penalty: 4986.002441
	Iteration 1F: 3 clusters Score -1858567 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1859123.750000 Penalty: 4986.002441
	Iteration 2F: 3 clusters Score -1859124 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1859625.500000 Penalty: 4986.002441
	Iteration 3F: 3 clusters Score -1859626 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1860118.625000 Penalty: 4986.002441
	Iteration 4Q: 3 clusters Score -1860119 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1860580.625000 Penalty: 4986.002441
	Iteration 5Q: 3 clusters Score -1860581 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1861067.750000 Penalty: 4986.002441
	Iteration 6Q: 3 clusters Score -1861068 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1861609.000000 Penalty: 4986.002441
	Iteration 7Q: 3 clusters Score -1861609 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1862166.500000 Penalty: 4986.002441
	Iteration 8Q: 3 clusters Score -1862166 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1862669.250000 Penalty: 4986.002441
	Iteration 9Q: 3 clusters Score -1862669 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1863146.750000 Penalty: 4986.002441
	Iteration 10Q: 3 clusters Score -1863147 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1863599.125000 Penalty: 4986.002441
	Iteration 11Q: 3 clusters Score -1863599 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1863958.250000 Penalty: 4986.002441
	Iteration 12Q: 3 clusters Score -1863958 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1864199.625000 Penalty: 4986.002441
	Iteration 13Q: 3 clusters Score -1864200 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1864356.000000 Penalty: 4986.002441
	Iteration 14Q: 3 clusters Score -1864356 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1864450.625000 Penalty: 4986.002441
	Iteration 15Q: 3 clusters Score -1864451 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1864523.375000 Penalty: 4986.002441
	Iteration 16Q: 3 clusters Score -1864523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1864577.500000 Penalty: 4986.002441
	Iteration 17Q: 3 clusters Score -1864578 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1864612.375000 Penalty: 4986.002441
	Iteration 18Q: 3 clusters Score -1864612 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1864658.625000 Penalty: 4986.002441
	Iteration 19Q: 3 clusters Score -1864659 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1864699.750000 Penalty: 4986.002441
	Iteration 20F: 3 clusters Score -1864700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1864740.625000 Penalty: 4986.002441
	Iteration 21Q: 3 clusters Score -1864741 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1864788.500000 Penalty: 4986.002441
	Iteration 22Q: 3 clusters Score -1864788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1864831.500000 Penalty: 4986.002441
	Iteration 23Q: 3 clusters Score -1864832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1864863.500000 Penalty: 4986.002441
	Iteration 24Q: 3 clusters Score -1864864 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1864902.375000 Penalty: 4986.002441
	Iteration 25Q: 3 clusters Score -1864902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1864930.625000 Penalty: 4986.002441
	Iteration 26Q: 3 clusters Score -1864931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1864963.625000 Penalty: 4986.002441
	Iteration 27Q: 3 clusters Score -1864964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1864985.125000 Penalty: 4986.002441
	Iteration 28Q: 3 clusters Score -1864985 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1864997.500000 Penalty: 4986.002441
	Iteration 29Q: 3 clusters Score -1864998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1865030.250000 Penalty: 4986.002441
	Iteration 30Q: 3 clusters Score -1865030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1865053.500000 Penalty: 4986.002441
	Iteration 31Q: 3 clusters Score -1865054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1865069.500000 Penalty: 4986.002441
	Iteration 32Q: 3 clusters Score -1865070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1865089.375000 Penalty: 4986.002441
	Iteration 33Q: 3 clusters Score -1865089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1865106.500000 Penalty: 4986.002441
	Iteration 34Q: 3 clusters Score -1865106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1865122.000000 Penalty: 4986.002441
	Iteration 35Q: 3 clusters Score -1865122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1865136.500000 Penalty: 4986.002441
	Iteration 36Q: 3 clusters Score -1865136 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1865154.250000 Penalty: 4986.002441
	Iteration 37Q: 3 clusters Score -1865154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1865170.000000 Penalty: 4986.002441
	Iteration 38Q: 3 clusters Score -1865170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1865198.750000 Penalty: 4986.002441
	Iteration 39Q: 3 clusters Score -1865199 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1865214.500000 Penalty: 4986.002441
	Iteration 40F: 3 clusters Score -1865214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1865228.500000 Penalty: 4986.002441
	Iteration 41Q: 3 clusters Score -1865228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1865258.375000 Penalty: 4986.002441
	Iteration 42Q: 3 clusters Score -1865258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1865292.250000 Penalty: 4986.002441
	Iteration 43Q: 3 clusters Score -1865292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1865313.000000 Penalty: 4986.002441
	Iteration 44Q: 3 clusters Score -1865313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1865328.000000 Penalty: 4986.002441
	Iteration 45Q: 3 clusters Score -1865328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1865355.750000 Penalty: 4986.002441
	Iteration 46Q: 3 clusters Score -1865356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1865377.875000 Penalty: 4986.002441
	Iteration 47Q: 3 clusters Score -1865378 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1865397.875000 Penalty: 4986.002441
	Iteration 48Q: 3 clusters Score -1865398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1865412.000000 Penalty: 4986.002441
	Iteration 49Q: 3 clusters Score -1865412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1865430.250000 Penalty: 4986.002441
	Iteration 50Q: 3 clusters Score -1865430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1865434.875000 Penalty: 4986.002441
	Iteration 51Q: 3 clusters Score -1865435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1865458.625000 Penalty: 4986.002441
	Iteration 52Q: 3 clusters Score -1865459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1865475.250000 Penalty: 4986.002441
	Iteration 53Q: 3 clusters Score -1865475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1865492.500000 Penalty: 4986.002441
	Iteration 54Q: 3 clusters Score -1865492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1865502.750000 Penalty: 4986.002441
	Iteration 55Q: 3 clusters Score -1865503 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1865518.000000 Penalty: 4986.002441
	Iteration 56Q: 3 clusters Score -1865518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1865534.625000 Penalty: 4986.002441
	Iteration 57Q: 3 clusters Score -1865535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1865551.625000 Penalty: 4986.002441
	Iteration 58Q: 3 clusters Score -1865552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1865575.875000 Penalty: 4986.002441
	Iteration 59Q: 3 clusters Score -1865576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1865584.750000 Penalty: 4986.002441
	Iteration 60F: 3 clusters Score -1865585 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1865605.250000 Penalty: 4986.002441
	Iteration 61Q: 3 clusters Score -1865605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1865625.000000 Penalty: 4986.002441
	Iteration 62Q: 3 clusters Score -1865625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1865635.500000 Penalty: 4986.002441
	Iteration 63Q: 3 clusters Score -1865636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1865651.500000 Penalty: 4986.002441
	Iteration 64Q: 3 clusters Score -1865652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1865666 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1865680 nChanged 78
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Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1865691 nChanged 75
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Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 10505 members 
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Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1865708 nChanged 76
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Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1865722 nChanged 60
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Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1865726 nChanged 63
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Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1865731 nChanged 64
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Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1865736 nChanged 77
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Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1865746 nChanged 76
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Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1865757 nChanged 77
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Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1865767 nChanged 81
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Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1865788 nChanged 62
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Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1865785 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1865798 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1865803 nChanged 60
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Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1865807 nChanged 52
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Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1865823 nChanged 56
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Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1865837 nChanged 67
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Mstep: Class 1 contains 13804 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1865838 nChanged 57
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Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1865850 nChanged 55
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Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 9241 members 
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	Iteration 88Q: 3 clusters Score -1865856 nChanged 68
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Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1865863 nChanged 59
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Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 9114 members 
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	Iteration 90Q: 3 clusters Score -1865875 nChanged 62
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Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1865876 nChanged 60
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Mstep: Class 1 contains 14212 members 
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	Iteration 92Q: 3 clusters Score -1865884 nChanged 52
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Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 8950 members 
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	Iteration 93Q: 3 clusters Score -1865894 nChanged 51
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Mstep: Class 1 contains 14313 members 
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	Iteration 94Q: 3 clusters Score -1865898 nChanged 66
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Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 8833 members 
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	Iteration 95Q: 3 clusters Score -1865904 nChanged 72
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Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 8761 members 
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	Iteration 96Q: 3 clusters Score -1865912 nChanged 79
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Mstep: Class 1 contains 14528 members 
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	Iteration 97Q: 3 clusters Score -1865930 nChanged 87
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	Iteration 98Q: 3 clusters Score -1865943 nChanged 92
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Mstep: Class 1 contains 14792 members 
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	Iteration 100F: 3 clusters Score -1865961 nChanged 90
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Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 8330 members 
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Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 8245 members 
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	Iteration 102Q: 3 clusters Score -1865991 nChanged 86
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Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 8159 members 
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	Iteration 103Q: 3 clusters Score -1866012 nChanged 96
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Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 8063 members 
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Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 7961 members 
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Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 7857 members 
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	Iteration 106Q: 3 clusters Score -1866054 nChanged 120
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Mstep: Class 1 contains 15471 members 
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	Iteration 107Q: 3 clusters Score -1866071 nChanged 112
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Mstep: Class 1 contains 15581 members 
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Mstep: Class 1 contains 15703 members 
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	Iteration 109Q: 3 clusters Score -1866119 nChanged 124
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Mstep: Class 1 contains 15825 members 
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Mstep: Class 1 contains 15955 members 
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	Iteration 111Q: 3 clusters Score -1866174 nChanged 141
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Mstep: Class 1 contains 16096 members 
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	Iteration 112Q: 3 clusters Score -1866200 nChanged 138
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Mstep: Class 1 contains 16234 members 
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	Iteration 113Q: 3 clusters Score -1866235 nChanged 128
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Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 6850 members 
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	Iteration 114Q: 3 clusters Score -1866260 nChanged 110
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Mstep: Class 1 contains 16470 members 
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	Iteration 115Q: 3 clusters Score -1866275 nChanged 87
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	Iteration 116Q: 3 clusters Score -1866293 nChanged 92
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Mstep: Class 1 contains 16718 members 
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	Iteration 118Q: 3 clusters Score -1866326 nChanged 66
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	Iteration 119Q: 3 clusters Score -1866334 nChanged 69
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Mstep: Class 1 contains 16847 members 
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	Iteration 120F: 3 clusters Score -1866335 nChanged 72
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Mstep: Class 1 contains 16919 members 
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	Iteration 121Q: 3 clusters Score -1866359 nChanged 72
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Mstep: Class 1 contains 16991 members 
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	Iteration 122Q: 3 clusters Score -1866378 nChanged 67
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Mstep: Class 1 contains 17058 members 
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Mstep: Class 2 contains 6089 members 
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	Iteration 124Q: 3 clusters Score -1866390 nChanged 60
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	Iteration 125Q: 3 clusters Score -1866397 nChanged 58
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Mstep: Class 2 contains 5975 members 
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	Iteration 126Q: 3 clusters Score -1866403 nChanged 53
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	Iteration 127Q: 3 clusters Score -1866407 nChanged 51
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Mstep: Class 2 contains 5871 members 
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	Iteration 128Q: 3 clusters Score -1866421 nChanged 45
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Mstep: Class 1 contains 17384 members 
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	Iteration 129Q: 3 clusters Score -1866424 nChanged 39
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Mstep: Class 1 contains 17423 members 
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	Iteration 130Q: 3 clusters Score -1866426 nChanged 45
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Mstep: Class 1 contains 17468 members 
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	Iteration 131Q: 3 clusters Score -1866442 nChanged 43
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	Iteration 132Q: 3 clusters Score -1866448 nChanged 56
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Mstep: Class 1 contains 17567 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1866457 nChanged 63
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	Iteration 134Q: 3 clusters Score -1866462 nChanged 59
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	Iteration 135Q: 3 clusters Score -1866466 nChanged 57
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	Iteration 136Q: 3 clusters Score -1866477 nChanged 62
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1866491 nChanged 60
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	Iteration 138Q: 3 clusters Score -1866499 nChanged 60
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1866510 nChanged 60
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Mstep: Class 1 contains 17988 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1866523 nChanged 54
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Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1866532 nChanged 63
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1866540 nChanged 57
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Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1866544 nChanged 56
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Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1866549 nChanged 46
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Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1866557 nChanged 41
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1866563 nChanged 38
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1866568 nChanged 33
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Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1866568 nChanged 40
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Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1866575.875000 Penalty: 4986.002441
	Iteration 149Q: 3 clusters Score -1866576 nChanged 47
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Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1866588 nChanged 46
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Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1866598 nChanged 48
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Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1866601 nChanged 32
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Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1866603 nChanged 37
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1866615 nChanged 44
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Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1866628 nChanged 47
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Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1866631 nChanged 50
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Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1866640.250000 Penalty: 4986.002441
	Iteration 157Q: 3 clusters Score -1866640 nChanged 53
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Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1866648 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1866656.000000 Penalty: 4986.002441
	Iteration 159Q: 3 clusters Score -1866656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1866654.750000 Penalty: 4986.002441
	Iteration 160F: 3 clusters Score -1866655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1866664.250000 Penalty: 4986.002441
	Iteration 161Q: 3 clusters Score -1866664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1866681.000000 Penalty: 4986.002441
	Iteration 162Q: 3 clusters Score -1866681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1866689.500000 Penalty: 4986.002441
	Iteration 163Q: 3 clusters Score -1866690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1866686.500000 Penalty: 4986.002441
	Iteration 164Q: 3 clusters Score -1866686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1866706.750000 Penalty: 4986.002441
	Iteration 165Q: 3 clusters Score -1866707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1866716.625000 Penalty: 4986.002441
	Iteration 166Q: 3 clusters Score -1866717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1866733.125000 Penalty: 4986.002441
	Iteration 167Q: 3 clusters Score -1866733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1866751.750000 Penalty: 4986.002441
	Iteration 168Q: 3 clusters Score -1866752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1866768.875000 Penalty: 4986.002441
	Iteration 169Q: 3 clusters Score -1866769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1866780.375000 Penalty: 4986.002441
	Iteration 170Q: 3 clusters Score -1866780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1866790.500000 Penalty: 4986.002441
	Iteration 171Q: 3 clusters Score -1866790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1866797.250000 Penalty: 4986.002441
	Iteration 172Q: 3 clusters Score -1866797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1866803.500000 Penalty: 4986.002441
	Iteration 173Q: 3 clusters Score -1866804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1866816.375000 Penalty: 4986.002441
	Iteration 174Q: 3 clusters Score -1866816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1866822.750000 Penalty: 4986.002441
	Iteration 175Q: 3 clusters Score -1866823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1866837.250000 Penalty: 4986.002441
	Iteration 176Q: 3 clusters Score -1866837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1866845.625000 Penalty: 4986.002441
	Iteration 177Q: 3 clusters Score -1866846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1866852.750000 Penalty: 4986.002441
	Iteration 178Q: 3 clusters Score -1866853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1866860.125000 Penalty: 4986.002441
	Iteration 179Q: 3 clusters Score -1866860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1866869.125000 Penalty: 4986.002441
	Iteration 180F: 3 clusters Score -1866869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1866882.250000 Penalty: 4986.002441
	Iteration 181Q: 3 clusters Score -1866882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1866891.000000 Penalty: 4986.002441
	Iteration 182Q: 3 clusters Score -1866891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1866906.750000 Penalty: 4986.002441
	Iteration 183Q: 3 clusters Score -1866907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1866918.625000 Penalty: 4986.002441
	Iteration 184Q: 3 clusters Score -1866919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1866935.750000 Penalty: 4986.002441
	Iteration 185Q: 3 clusters Score -1866936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1866937.625000 Penalty: 4986.002441
	Iteration 186Q: 3 clusters Score -1866938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1866949.500000 Penalty: 4986.002441
	Iteration 187Q: 3 clusters Score -1866950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1866961.625000 Penalty: 4986.002441
	Iteration 188Q: 3 clusters Score -1866962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1866969.375000 Penalty: 4986.002441
	Iteration 189Q: 3 clusters Score -1866969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1866970.500000 Penalty: 4986.002441
	Iteration 190Q: 3 clusters Score -1866970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1866978.375000 Penalty: 4986.002441
	Iteration 191Q: 3 clusters Score -1866978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1866986.625000 Penalty: 4986.002441
	Iteration 192Q: 3 clusters Score -1866987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1866994.375000 Penalty: 4986.002441
	Iteration 193Q: 3 clusters Score -1866994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1866997.875000 Penalty: 4986.002441
	Iteration 194Q: 3 clusters Score -1866998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1867004.000000 Penalty: 4986.002441
	Iteration 195Q: 3 clusters Score -1867004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1867007.875000 Penalty: 4986.002441
	Iteration 196Q: 3 clusters Score -1867008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1867010.500000 Penalty: 4986.002441
	Iteration 197Q: 3 clusters Score -1867010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1867025.500000 Penalty: 4986.002441
	Iteration 198Q: 3 clusters Score -1867026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1867035.750000 Penalty: 4986.002441
	Iteration 199Q: 3 clusters Score -1867036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1867044.500000 Penalty: 4986.002441
	Iteration 200F: 3 clusters Score -1867044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1867049.250000 Penalty: 4986.002441
	Iteration 201Q: 3 clusters Score -1867049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1867053.000000 Penalty: 4986.002441
	Iteration 202Q: 3 clusters Score -1867053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1867055.750000 Penalty: 4986.002441
	Iteration 203Q: 3 clusters Score -1867056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1867054.125000 Penalty: 4986.002441
	Iteration 204Q: 3 clusters Score -1867054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1867061.500000 Penalty: 4986.002441
	Iteration 205Q: 3 clusters Score -1867062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1867064.875000 Penalty: 4986.002441
	Iteration 206Q: 3 clusters Score -1867065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1867070.500000 Penalty: 4986.002441
	Iteration 207Q: 3 clusters Score -1867070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1867073.625000 Penalty: 4986.002441
	Iteration 208Q: 3 clusters Score -1867074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1867071.875000 Penalty: 4986.002441
	Iteration 209Q: 3 clusters Score -1867072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1867075.625000 Penalty: 4986.002441
	Iteration 210Q: 3 clusters Score -1867076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1867082.000000 Penalty: 4986.002441
	Iteration 211Q: 3 clusters Score -1867082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1867083.125000 Penalty: 4986.002441
	Iteration 212Q: 3 clusters Score -1867083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1867083.750000 Penalty: 4986.002441
	Iteration 213Q: 3 clusters Score -1867084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1867089.625000 Penalty: 4986.002441
	Iteration 214Q: 3 clusters Score -1867090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1867095.375000 Penalty: 4986.002441
	Iteration 215Q: 3 clusters Score -1867095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1867098.750000 Penalty: 4986.002441
	Iteration 216Q: 3 clusters Score -1867099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1867096.875000 Penalty: 4986.002441
	Iteration 217Q: 3 clusters Score -1867097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1867096.875000 Penalty: 4986.002441
	Iteration 218Q: 3 clusters Score -1867097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1867100.750000 Penalty: 4986.002441
	Iteration 219Q: 3 clusters Score -1867101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1867102.125000 Penalty: 4986.002441
	Iteration 220F: 3 clusters Score -1867102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1867101.375000 Penalty: 4986.002441
	Iteration 221Q: 3 clusters Score -1867101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1867101.375000 Penalty: 4986.002441
	Iteration 222F: 3 clusters Score -1867101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Entering Unmasked Estep 
Score: -1409025.250000 Penalty: 2395.303467
	Iteration 0F: 2 clusters Score -1409025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1397743.250000 Penalty: 4790.606934
	Iteration 0F: 3 clusters Score -1397743 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1401299.875000 Penalty: 4790.606934
	Iteration 1F: 3 clusters Score -1401300 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1401682.375000 Penalty: 4790.606934
	Iteration 2F: 3 clusters Score -1401682 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1401967.875000 Penalty: 4790.606934
	Iteration 3Q: 3 clusters Score -1401968 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1402182.250000 Penalty: 4790.606934
	Iteration 4Q: 3 clusters Score -1402182 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1402364.750000 Penalty: 4790.606934
	Iteration 5Q: 3 clusters Score -1402365 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1402522.750000 Penalty: 4790.606934
	Iteration 6Q: 3 clusters Score -1402523 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1402662.500000 Penalty: 4790.606934
	Iteration 7Q: 3 clusters Score -1402662 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1402813.250000 Penalty: 4790.606934
	Iteration 8Q: 3 clusters Score -1402813 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1402996.125000 Penalty: 4790.606934
	Iteration 9Q: 3 clusters Score -1402996 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1403223.125000 Penalty: 4790.606934
	Iteration 10Q: 3 clusters Score -1403223 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1403520.125000 Penalty: 4790.606934
	Iteration 11Q: 3 clusters Score -1403520 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1403922.750000 Penalty: 4790.606934
	Iteration 12Q: 3 clusters Score -1403923 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1404422.125000 Penalty: 4790.606934
	Iteration 13Q: 3 clusters Score -1404422 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1405021.250000 Penalty: 4790.606934
	Iteration 14Q: 3 clusters Score -1405021 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1405679.000000 Penalty: 4790.606934
	Iteration 15Q: 3 clusters Score -1405679 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1406167.625000 Penalty: 4790.606934
	Iteration 16Q: 3 clusters Score -1406168 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1406501.000000 Penalty: 4790.606934
	Iteration 17Q: 3 clusters Score -1406501 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1406695.000000 Penalty: 4790.606934
	Iteration 18Q: 3 clusters Score -1406695 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1406802.000000 Penalty: 4790.606934
	Iteration 19Q: 3 clusters Score -1406802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1406880.875000 Penalty: 4790.606934
	Iteration 20F: 3 clusters Score -1406881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1406932.125000 Penalty: 4790.606934
	Iteration 21Q: 3 clusters Score -1406932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1406967.125000 Penalty: 4790.606934
	Iteration 22Q: 3 clusters Score -1406967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1406984.125000 Penalty: 4790.606934
	Iteration 23Q: 3 clusters Score -1406984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1407001.625000 Penalty: 4790.606934
	Iteration 24Q: 3 clusters Score -1407002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1407014.750000 Penalty: 4790.606934
	Iteration 25Q: 3 clusters Score -1407015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1407021.625000 Penalty: 4790.606934
	Iteration 26Q: 3 clusters Score -1407022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1407024.750000 Penalty: 4790.606934
	Iteration 27Q: 3 clusters Score -1407025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1407029.625000 Penalty: 4790.606934
	Iteration 28Q: 3 clusters Score -1407030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1407036.250000 Penalty: 4790.606934
	Iteration 29Q: 3 clusters Score -1407036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1407043.375000 Penalty: 4790.606934
	Iteration 30Q: 3 clusters Score -1407043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1407046.750000 Penalty: 4790.606934
	Iteration 31Q: 3 clusters Score -1407047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1407050.125000 Penalty: 4790.606934
	Iteration 32Q: 3 clusters Score -1407050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1407056.125000 Penalty: 4790.606934
	Iteration 33Q: 3 clusters Score -1407056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1407060.250000 Penalty: 4790.606934
	Iteration 34Q: 3 clusters Score -1407060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1407065.500000 Penalty: 4790.606934
	Iteration 35Q: 3 clusters Score -1407066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1407067.125000 Penalty: 4790.606934
	Iteration 36Q: 3 clusters Score -1407067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1407067.750000 Penalty: 4790.606934
	Iteration 37Q: 3 clusters Score -1407068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1407070.125000 Penalty: 4790.606934
	Iteration 38Q: 3 clusters Score -1407070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1407070.875000 Penalty: 4790.606934
	Iteration 39Q: 3 clusters Score -1407071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1407073.000000 Penalty: 4790.606934
	Iteration 40F: 3 clusters Score -1407073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1407073.625000 Penalty: 4790.606934
	Iteration 41Q: 3 clusters Score -1407074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1407073.375000 Penalty: 4790.606934
	Iteration 42Q: 3 clusters Score -1407073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1407073.375000 Penalty: 4790.606934
	Iteration 43F: 3 clusters Score -1407073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 4 contains 143100 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 41703 members 
Mstep: Class 7 contains 19978 members 
Mstep: Class 8 contains 26401 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144535 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 407798 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153253 members 
Mstep: Class 18 contains 69348 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 68926 members 
Mstep: Class 21 contains 26481 members 
Mstep: Class 22 contains 208942 members 
Mstep: Class 23 contains 209500 members 
Mstep: Class 24 contains 24806 members 
Mstep: Class 25 contains 16930 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 23212 members 
Mstep: Class 30 contains 15654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483808.000000 Penalty: 106759.125000
Iteration 159Q: 31 clusters Score -1.464838e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 33602 members 
Mstep: Class 4 contains 143172 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41685 members 
Mstep: Class 7 contains 19995 members 
Mstep: Class 8 contains 26368 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144538 members 
Mstep: Class 12 contains 16591 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 407771 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69376 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 68947 members 
Mstep: Class 21 contains 26497 members 
Mstep: Class 22 contains 208816 members 
Mstep: Class 23 contains 209495 members 
Mstep: Class 24 contains 24808 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 23215 members 
Mstep: Class 30 contains 15662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483760.000000 Penalty: 106759.125000
Iteration 160F: 31 clusters Score -1.464838e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 33578 members 
Mstep: Class 4 contains 143248 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41675 members 
Mstep: Class 7 contains 20011 members 
Mstep: Class 8 contains 26335 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144544 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 14697 members 
Mstep: Class 15 contains 407737 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153270 members 
Mstep: Class 18 contains 69402 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 68965 members 
Mstep: Class 21 contains 26513 members 
Mstep: Class 22 contains 208702 members 
Mstep: Class 23 contains 209484 members 
Mstep: Class 24 contains 24811 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 23215 members 
Mstep: Class 30 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483664.000000 Penalty: 106759.125000
Iteration 161Q: 31 clusters Score -1.464837e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 33541 members 
Mstep: Class 4 contains 143308 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41666 members 
Mstep: Class 7 contains 20024 members 
Mstep: Class 8 contains 26307 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144551 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14743 members 
Mstep: Class 15 contains 407722 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153278 members 
Mstep: Class 18 contains 69427 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 68983 members 
Mstep: Class 21 contains 26534 members 
Mstep: Class 22 contains 208581 members 
Mstep: Class 23 contains 209477 members 
Mstep: Class 24 contains 24814 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 23218 members 
Mstep: Class 30 contains 15685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 162Q: 31 clusters Score -1.464836e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 33521 members 
Mstep: Class 4 contains 143366 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41651 members 
Mstep: Class 7 contains 20038 members 
Mstep: Class 8 contains 26280 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144553 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 407716 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 153276 members 
Mstep: Class 18 contains 69451 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 69005 members 
Mstep: Class 21 contains 26546 members 
Mstep: Class 22 contains 208467 members 
Mstep: Class 23 contains 209477 members 
Mstep: Class 24 contains 24817 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 23221 members 
Mstep: Class 30 contains 15702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483552.000000 Penalty: 106759.125000
Iteration 163Q: 31 clusters Score -1.464836e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 33480 members 
Mstep: Class 4 contains 143414 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41645 members 
Mstep: Class 7 contains 20049 members 
Mstep: Class 8 contains 26255 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144548 members 
Mstep: Class 12 contains 16588 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14832 members 
Mstep: Class 15 contains 407707 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 153276 members 
Mstep: Class 18 contains 69462 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 69021 members 
Mstep: Class 21 contains 26561 members 
Mstep: Class 22 contains 208377 members 
Mstep: Class 23 contains 209475 members 
Mstep: Class 24 contains 24820 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6016 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 23226 members 
Mstep: Class 30 contains 15721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483872.000000 Penalty: 106759.125000
Iteration 164Q: 31 clusters Score -1.464839e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 33433 members 
Mstep: Class 4 contains 143471 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41639 members 
Mstep: Class 7 contains 20059 members 
Mstep: Class 8 contains 26233 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144549 members 
Mstep: Class 12 contains 16588 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14884 members 
Mstep: Class 15 contains 407692 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 153274 members 
Mstep: Class 18 contains 69476 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 69034 members 
Mstep: Class 21 contains 26575 members 
Mstep: Class 22 contains 208312 members 
Mstep: Class 23 contains 209468 members 
Mstep: Class 24 contains 24819 members 
Mstep: Class 25 contains 16932 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6014 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23220 members 
Mstep: Class 30 contains 15734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 165Q: 31 clusters Score -1.464836e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 33362 members 
Mstep: Class 4 contains 143526 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41635 members 
Mstep: Class 7 contains 20075 members 
Mstep: Class 8 contains 26213 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144547 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14930 members 
Mstep: Class 15 contains 407702 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 153274 members 
Mstep: Class 18 contains 69490 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 69054 members 
Mstep: Class 21 contains 26589 members 
Mstep: Class 22 contains 208231 members 
Mstep: Class 23 contains 209462 members 
Mstep: Class 24 contains 24821 members 
Mstep: Class 25 contains 16933 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23220 members 
Mstep: Class 30 contains 15740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483648.000000 Penalty: 106759.125000
Iteration 166Q: 31 clusters Score -1.464836e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2850 members 
Mstep: Class 3 contains 33306 members 
Mstep: Class 4 contains 143568 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41631 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 26194 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144553 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 407684 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 153278 members 
Mstep: Class 18 contains 69501 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 69082 members 
Mstep: Class 21 contains 26598 members 
Mstep: Class 22 contains 208159 members 
Mstep: Class 23 contains 209454 members 
Mstep: Class 24 contains 24821 members 
Mstep: Class 25 contains 16933 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23218 members 
Mstep: Class 30 contains 15747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 167Q: 31 clusters Score -1.464836e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 33255 members 
Mstep: Class 4 contains 143620 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41622 members 
Mstep: Class 7 contains 20105 members 
Mstep: Class 8 contains 26176 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144553 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15009 members 
Mstep: Class 15 contains 407671 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 153279 members 
Mstep: Class 18 contains 69510 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 69109 members 
Mstep: Class 21 contains 26605 members 
Mstep: Class 22 contains 208098 members 
Mstep: Class 23 contains 209449 members 
Mstep: Class 24 contains 24822 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23222 members 
Mstep: Class 30 contains 15756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 168Q: 31 clusters Score -1.464836e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 33212 members 
Mstep: Class 4 contains 143672 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41615 members 
Mstep: Class 7 contains 20129 members 
Mstep: Class 8 contains 26163 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144558 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 15 contains 407650 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153278 members 
Mstep: Class 18 contains 69511 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 69137 members 
Mstep: Class 21 contains 26610 members 
Mstep: Class 22 contains 208047 members 
Mstep: Class 23 contains 209441 members 
Mstep: Class 24 contains 24823 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6014 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23220 members 
Mstep: Class 30 contains 15759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483568.000000 Penalty: 106759.125000
Iteration 169Q: 31 clusters Score -1.464836e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 33170 members 
Mstep: Class 4 contains 143729 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41606 members 
Mstep: Class 7 contains 20149 members 
Mstep: Class 8 contains 26151 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144560 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 15 contains 407616 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153273 members 
Mstep: Class 18 contains 69514 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 69161 members 
Mstep: Class 21 contains 26613 members 
Mstep: Class 22 contains 208009 members 
Mstep: Class 23 contains 209427 members 
Mstep: Class 24 contains 24824 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6014 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23230 members 
Mstep: Class 30 contains 15762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483536.000000 Penalty: 106759.125000
Iteration 170Q: 31 clusters Score -1.464835e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 33136 members 
Mstep: Class 4 contains 143787 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41599 members 
Mstep: Class 7 contains 20168 members 
Mstep: Class 8 contains 26142 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144571 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15090 members 
Mstep: Class 15 contains 407576 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153274 members 
Mstep: Class 18 contains 69512 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 69199 members 
Mstep: Class 21 contains 26616 members 
Mstep: Class 22 contains 207942 members 
Mstep: Class 23 contains 209407 members 
Mstep: Class 24 contains 24828 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6012 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23235 members 
Mstep: Class 30 contains 15767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483712.000000 Penalty: 106759.125000
Iteration 171Q: 31 clusters Score -1.464837e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 33094 members 
Mstep: Class 4 contains 143850 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41594 members 
Mstep: Class 7 contains 20178 members 
Mstep: Class 8 contains 26138 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144576 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15124 members 
Mstep: Class 15 contains 407559 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153274 members 
Mstep: Class 18 contains 69513 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 69224 members 
Mstep: Class 21 contains 26620 members 
Mstep: Class 22 contains 207862 members 
Mstep: Class 23 contains 209387 members 
Mstep: Class 24 contains 24829 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6010 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23244 members 
Mstep: Class 30 contains 15777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483536.000000 Penalty: 106759.125000
Iteration 172Q: 31 clusters Score -1.464835e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 33046 members 
Mstep: Class 4 contains 143905 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41596 members 
Mstep: Class 7 contains 20191 members 
Mstep: Class 8 contains 26129 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144583 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15152 members 
Mstep: Class 15 contains 407546 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153273 members 
Mstep: Class 18 contains 69517 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69241 members 
Mstep: Class 21 contains 26621 members 
Mstep: Class 22 contains 207805 members 
Mstep: Class 23 contains 209373 members 
Mstep: Class 24 contains 24833 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6010 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23242 members 
Mstep: Class 30 contains 15785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483440.000000 Penalty: 106759.125000
Iteration 173Q: 31 clusters Score -1.464834e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 33011 members 
Mstep: Class 4 contains 143952 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41592 members 
Mstep: Class 7 contains 20198 members 
Mstep: Class 8 contains 26124 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144585 members 
Mstep: Class 12 contains 16588 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15174 members 
Mstep: Class 15 contains 407530 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153274 members 
Mstep: Class 18 contains 69521 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69261 members 
Mstep: Class 21 contains 26621 members 
Mstep: Class 22 contains 207755 members 
Mstep: Class 23 contains 209359 members 
Mstep: Class 24 contains 24834 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23252 members 
Mstep: Class 30 contains 15793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 174Q: 31 clusters Score -1.464836e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32990 members 
Mstep: Class 4 contains 144003 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41585 members 
Mstep: Class 7 contains 20203 members 
Mstep: Class 8 contains 26119 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144591 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 15193 members 
Mstep: Class 15 contains 407506 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153277 members 
Mstep: Class 18 contains 69521 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69275 members 
Mstep: Class 21 contains 26622 members 
Mstep: Class 22 contains 207697 members 
Mstep: Class 23 contains 209357 members 
Mstep: Class 24 contains 24837 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23258 members 
Mstep: Class 30 contains 15801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483664.000000 Penalty: 106759.125000
Iteration 175Q: 31 clusters Score -1.464837e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32975 members 
Mstep: Class 4 contains 144045 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41578 members 
Mstep: Class 7 contains 20207 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144596 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15210 members 
Mstep: Class 15 contains 407485 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 153281 members 
Mstep: Class 18 contains 69523 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69292 members 
Mstep: Class 21 contains 26626 members 
Mstep: Class 22 contains 207646 members 
Mstep: Class 23 contains 209343 members 
Mstep: Class 24 contains 24838 members 
Mstep: Class 25 contains 16934 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23262 members 
Mstep: Class 30 contains 15812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483616.000000 Penalty: 106759.125000
Iteration 176Q: 31 clusters Score -1.464836e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32959 members 
Mstep: Class 4 contains 144081 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41576 members 
Mstep: Class 7 contains 20212 members 
Mstep: Class 8 contains 26115 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144598 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15228 members 
Mstep: Class 15 contains 407474 members 
Mstep: Class 16 contains 5251 members 
Mstep: Class 17 contains 153278 members 
Mstep: Class 18 contains 69525 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69317 members 
Mstep: Class 21 contains 26625 members 
Mstep: Class 22 contains 207588 members 
Mstep: Class 23 contains 209338 members 
Mstep: Class 24 contains 24836 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23268 members 
Mstep: Class 30 contains 15822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 177Q: 31 clusters Score -1.464836e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32942 members 
Mstep: Class 4 contains 144108 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41576 members 
Mstep: Class 7 contains 20214 members 
Mstep: Class 8 contains 26112 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144599 members 
Mstep: Class 12 contains 16588 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15242 members 
Mstep: Class 15 contains 407457 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153279 members 
Mstep: Class 18 contains 69528 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69348 members 
Mstep: Class 21 contains 26624 members 
Mstep: Class 22 contains 207542 members 
Mstep: Class 23 contains 209330 members 
Mstep: Class 24 contains 24837 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23269 members 
Mstep: Class 30 contains 15831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 178Q: 31 clusters Score -1.464836e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32933 members 
Mstep: Class 4 contains 144134 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41569 members 
Mstep: Class 7 contains 20222 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144601 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15251 members 
Mstep: Class 15 contains 407448 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153279 members 
Mstep: Class 18 contains 69527 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69369 members 
Mstep: Class 21 contains 26624 members 
Mstep: Class 22 contains 207494 members 
Mstep: Class 23 contains 209324 members 
Mstep: Class 24 contains 24840 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23275 members 
Mstep: Class 30 contains 15842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483648.000000 Penalty: 106759.125000
Iteration 179Q: 31 clusters Score -1.464836e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32920 members 
Mstep: Class 4 contains 144159 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41566 members 
Mstep: Class 7 contains 20225 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144607 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15259 members 
Mstep: Class 15 contains 407437 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153278 members 
Mstep: Class 18 contains 69528 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 69392 members 
Mstep: Class 21 contains 26623 members 
Mstep: Class 22 contains 207452 members 
Mstep: Class 23 contains 209322 members 
Mstep: Class 24 contains 24841 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23277 members 
Mstep: Class 30 contains 15851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483840.000000 Penalty: 106759.125000
Iteration 180F: 31 clusters Score -1.464838e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32906 members 
Mstep: Class 4 contains 144187 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41562 members 
Mstep: Class 7 contains 20232 members 
Mstep: Class 8 contains 26103 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144608 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15263 members 
Mstep: Class 15 contains 407431 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153278 members 
Mstep: Class 18 contains 69534 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 69414 members 
Mstep: Class 21 contains 26627 members 
Mstep: Class 22 contains 207393 members 
Mstep: Class 23 contains 209322 members 
Mstep: Class 24 contains 24842 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23280 members 
Mstep: Class 30 contains 15859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483936.000000 Penalty: 106759.125000
Iteration 181Q: 31 clusters Score -1.464839e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 32902 members 
Mstep: Class 4 contains 144218 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41554 members 
Mstep: Class 7 contains 20237 members 
Mstep: Class 8 contains 26098 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144611 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15263 members 
Mstep: Class 15 contains 407418 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153277 members 
Mstep: Class 18 contains 69545 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 69429 members 
Mstep: Class 21 contains 26633 members 
Mstep: Class 22 contains 207345 members 
Mstep: Class 23 contains 209323 members 
Mstep: Class 24 contains 24844 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23280 members 
Mstep: Class 30 contains 15864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483904.000000 Penalty: 106759.125000
Iteration 182Q: 31 clusters Score -1.464839e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 32897 members 
Mstep: Class 4 contains 144257 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41552 members 
Mstep: Class 7 contains 20243 members 
Mstep: Class 8 contains 26090 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15266 members 
Mstep: Class 15 contains 407397 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153276 members 
Mstep: Class 18 contains 69549 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 69435 members 
Mstep: Class 21 contains 26637 members 
Mstep: Class 22 contains 207308 members 
Mstep: Class 23 contains 209320 members 
Mstep: Class 24 contains 24845 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 23281 members 
Mstep: Class 30 contains 15871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483776.000000 Penalty: 106759.125000
Iteration 183Q: 31 clusters Score -1.464838e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 32893 members 
Mstep: Class 4 contains 144284 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41545 members 
Mstep: Class 7 contains 20250 members 
Mstep: Class 8 contains 26083 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15269 members 
Mstep: Class 15 contains 407387 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153275 members 
Mstep: Class 18 contains 69553 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 69446 members 
Mstep: Class 21 contains 26641 members 
Mstep: Class 22 contains 207268 members 
Mstep: Class 23 contains 209321 members 
Mstep: Class 24 contains 24845 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23281 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483808.000000 Penalty: 106759.125000
Iteration 184Q: 31 clusters Score -1.464838e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 32890 members 
Mstep: Class 4 contains 144307 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41540 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 26079 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15274 members 
Mstep: Class 15 contains 407377 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153275 members 
Mstep: Class 18 contains 69557 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 69455 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207235 members 
Mstep: Class 23 contains 209330 members 
Mstep: Class 24 contains 24847 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23282 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483840.000000 Penalty: 106759.125000
Iteration 185Q: 31 clusters Score -1.464838e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 32891 members 
Mstep: Class 4 contains 144327 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41539 members 
Mstep: Class 7 contains 20259 members 
Mstep: Class 8 contains 26074 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15277 members 
Mstep: Class 15 contains 407364 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153277 members 
Mstep: Class 18 contains 69559 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 69464 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 207202 members 
Mstep: Class 23 contains 209330 members 
Mstep: Class 24 contains 24852 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23281 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483888.000000 Penalty: 106759.125000
Iteration 186Q: 31 clusters Score -1.464839e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 32886 members 
Mstep: Class 4 contains 144354 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41538 members 
Mstep: Class 7 contains 20262 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15281 members 
Mstep: Class 15 contains 407358 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153274 members 
Mstep: Class 18 contains 69561 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69476 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207179 members 
Mstep: Class 23 contains 209324 members 
Mstep: Class 24 contains 24854 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23280 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483888.000000 Penalty: 106759.125000
Iteration 187Q: 31 clusters Score -1.464839e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32883 members 
Mstep: Class 4 contains 144374 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41538 members 
Mstep: Class 7 contains 20264 members 
Mstep: Class 8 contains 26060 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144622 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15282 members 
Mstep: Class 15 contains 407352 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153271 members 
Mstep: Class 18 contains 69560 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 26641 members 
Mstep: Class 22 contains 207164 members 
Mstep: Class 23 contains 209323 members 
Mstep: Class 24 contains 24856 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23280 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483824.000000 Penalty: 106759.125000
Iteration 188Q: 31 clusters Score -1.464838e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32882 members 
Mstep: Class 4 contains 144391 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41539 members 
Mstep: Class 7 contains 20266 members 
Mstep: Class 8 contains 26053 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144621 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15283 members 
Mstep: Class 15 contains 407340 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153272 members 
Mstep: Class 18 contains 69562 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69499 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 207147 members 
Mstep: Class 23 contains 209323 members 
Mstep: Class 24 contains 24856 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23281 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483760.000000 Penalty: 106759.125000
Iteration 189Q: 31 clusters Score -1.464838e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32883 members 
Mstep: Class 4 contains 144412 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41538 members 
Mstep: Class 7 contains 20270 members 
Mstep: Class 8 contains 26043 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15286 members 
Mstep: Class 15 contains 407330 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153270 members 
Mstep: Class 18 contains 69565 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69510 members 
Mstep: Class 21 contains 26646 members 
Mstep: Class 22 contains 207128 members 
Mstep: Class 23 contains 209322 members 
Mstep: Class 24 contains 24856 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23281 members 
Mstep: Class 30 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483840.000000 Penalty: 106759.125000
Iteration 190Q: 31 clusters Score -1.464838e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32883 members 
Mstep: Class 4 contains 144429 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41536 members 
Mstep: Class 7 contains 20269 members 
Mstep: Class 8 contains 26038 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144618 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15287 members 
Mstep: Class 15 contains 407321 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153271 members 
Mstep: Class 18 contains 69566 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69524 members 
Mstep: Class 21 contains 26646 members 
Mstep: Class 22 contains 207112 members 
Mstep: Class 23 contains 209316 members 
Mstep: Class 24 contains 24856 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23283 members 
Mstep: Class 30 contains 15880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483808.000000 Penalty: 106759.125000
Iteration 191Q: 31 clusters Score -1.464838e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32882 members 
Mstep: Class 4 contains 144438 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41534 members 
Mstep: Class 7 contains 20267 members 
Mstep: Class 8 contains 26035 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15288 members 
Mstep: Class 15 contains 407321 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153271 members 
Mstep: Class 18 contains 69570 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69533 members 
Mstep: Class 21 contains 26646 members 
Mstep: Class 22 contains 207094 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24856 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23283 members 
Mstep: Class 30 contains 15886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 192Q: 31 clusters Score -1.464836e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32882 members 
Mstep: Class 4 contains 144444 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41533 members 
Mstep: Class 7 contains 20268 members 
Mstep: Class 8 contains 26031 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15289 members 
Mstep: Class 15 contains 407316 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 153272 members 
Mstep: Class 18 contains 69571 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69540 members 
Mstep: Class 21 contains 26645 members 
Mstep: Class 22 contains 207077 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24857 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23283 members 
Mstep: Class 30 contains 15893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483712.000000 Penalty: 106759.125000
Iteration 193Q: 31 clusters Score -1.464837e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32884 members 
Mstep: Class 4 contains 144449 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41531 members 
Mstep: Class 7 contains 20267 members 
Mstep: Class 8 contains 26029 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144616 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 407313 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153273 members 
Mstep: Class 18 contains 69571 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69547 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 207068 members 
Mstep: Class 23 contains 209315 members 
Mstep: Class 24 contains 24857 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23284 members 
Mstep: Class 30 contains 15896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483712.000000 Penalty: 106759.125000
Iteration 194Q: 31 clusters Score -1.464837e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32882 members 
Mstep: Class 4 contains 144455 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41530 members 
Mstep: Class 7 contains 20268 members 
Mstep: Class 8 contains 26027 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144616 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 407308 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153270 members 
Mstep: Class 18 contains 69572 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69553 members 
Mstep: Class 21 contains 26644 members 
Mstep: Class 22 contains 207058 members 
Mstep: Class 23 contains 209315 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23285 members 
Mstep: Class 30 contains 15900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 195Q: 31 clusters Score -1.464836e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32880 members 
Mstep: Class 4 contains 144457 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20270 members 
Mstep: Class 8 contains 26025 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144615 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 407307 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153269 members 
Mstep: Class 18 contains 69575 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69556 members 
Mstep: Class 21 contains 26644 members 
Mstep: Class 22 contains 207054 members 
Mstep: Class 23 contains 209316 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23286 members 
Mstep: Class 30 contains 15901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483568.000000 Penalty: 106759.125000
Iteration 196Q: 31 clusters Score -1.464836e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32880 members 
Mstep: Class 4 contains 144465 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20270 members 
Mstep: Class 8 contains 26024 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144615 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 407302 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69576 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69555 members 
Mstep: Class 21 contains 26644 members 
Mstep: Class 22 contains 207051 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 197Q: 31 clusters Score -1.464836e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32881 members 
Mstep: Class 4 contains 144476 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 26021 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144614 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 407299 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69576 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69554 members 
Mstep: Class 21 contains 26644 members 
Mstep: Class 22 contains 207050 members 
Mstep: Class 23 contains 209315 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483568.000000 Penalty: 106759.125000
Iteration 198Q: 31 clusters Score -1.464836e+08 nChanged 15
Entering ConstructFrom: 
Score: -146483568.000000 Penalty: 106759.125000
Entering ConstructFrom: 
Trying to split cluster 1 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -237135.609375 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -237135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -234099.156250 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -234099.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234672.296875 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -234672.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -234810.453125 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -234810.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234882.625000 Penalty: 3903.791748
	Iteration 3Q: 3 clusters Score -234882.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -234927.687500 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -234927.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -234966.734375 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -234966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234991.843750 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -234991.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -235008.531250 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -235008.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -235022.015625 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -235022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -235028.031250 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -235028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -235030.406250 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -235030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -235031.171875 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -235031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -235034.312500 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -235034.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235038.781250 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -235038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -235042.437500 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -235042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -235044.562500 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -235044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -235045.546875 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -235045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -235045.703125 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -235045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -235046.578125 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -235046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -235046.578125 Penalty: 3903.791748
	Iteration 19F: 3 clusters Score -235046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -228535.640625 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -228535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -225414.109375 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -225414.1 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -226154.109375 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -226154.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -226386.734375 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -226386.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -226567.515625 Penalty: 3947.974121
	Iteration 3F: 3 clusters Score -226567.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -226709.343750 Penalty: 3947.974121
	Iteration 4F: 3 clusters Score -226709.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226813.203125 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -226813.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -226907.218750 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -226907.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -226991.187500 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -226991.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -227112.265625 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -227112.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -227189.140625 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -227189.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -227252.812500 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -227252.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -227306.765625 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -227306.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -227352.828125 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -227352.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -227397.093750 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -227397.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -227423.968750 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -227424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -227449.078125 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -227449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -227465.453125 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -227465.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -227482.187500 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -227482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -227486.562500 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -227486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -227489.937500 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -227489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -227494.296875 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -227494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -227497.531250 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -227497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -227498.296875 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -227498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -227498.296875 Penalty: 3947.974121
	Iteration 23F: 3 clusters Score -227498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Entering Unmasked Estep 
Score: -2856098.250000 Penalty: 2579.376465
	Iteration 0F: 2 clusters Score -2856098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2833609.750000 Penalty: 5158.752930
	Iteration 0F: 3 clusters Score -2833610 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2841752.750000 Penalty: 5158.752930
	Iteration 1F: 3 clusters Score -2841753 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2842379.000000 Penalty: 5158.752930
	Iteration 2F: 3 clusters Score -2842379 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2843086.750000 Penalty: 5158.752930
	Iteration 3Q: 3 clusters Score -2843087 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2843900.250000 Penalty: 5158.752930
	Iteration 4Q: 3 clusters Score -2843900 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2844979.000000 Penalty: 5158.752930
	Iteration 5F: 3 clusters Score -2844979 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2846389.500000 Penalty: 5158.752930
	Iteration 6F: 3 clusters Score -2846390 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2848042.000000 Penalty: 5158.752930
	Iteration 7F: 3 clusters Score -2848042 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -2849716.500000 Penalty: 5158.752930
	Iteration 8F: 3 clusters Score -2849716 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2851161.500000 Penalty: 5158.752930
	Iteration 9Q: 3 clusters Score -2851162 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -2852479.000000 Penalty: 5158.752930
	Iteration 10Q: 3 clusters Score -2852479 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2853330.500000 Penalty: 5158.752930
	Iteration 11Q: 3 clusters Score -2853330 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -2853810.500000 Penalty: 5158.752930
	Iteration 12Q: 3 clusters Score -2853810 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -2854110.000000 Penalty: 5158.752930
	Iteration 13Q: 3 clusters Score -2854110 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -2854331.250000 Penalty: 5158.752930
	Iteration 14Q: 3 clusters Score -2854331 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -2854478.500000 Penalty: 5158.752930
	Iteration 15Q: 3 clusters Score -2854478 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -2854575.250000 Penalty: 5158.752930
	Iteration 16Q: 3 clusters Score -2854575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -2854653.250000 Penalty: 5158.752930
	Iteration 17Q: 3 clusters Score -2854653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -2854694.000000 Penalty: 5158.752930
	Iteration 18Q: 3 clusters Score -2854694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2854733.000000 Penalty: 5158.752930
	Iteration 19Q: 3 clusters Score -2854733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2854751.250000 Penalty: 5158.752930
	Iteration 20F: 3 clusters Score -2854751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -2854766.000000 Penalty: 5158.752930
	Iteration 21Q: 3 clusters Score -2854766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -2854786.000000 Penalty: 5158.752930
	Iteration 22Q: 3 clusters Score -2854786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -2854790.000000 Penalty: 5158.752930
	Iteration 23Q: 3 clusters Score -2854790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -2854792.250000 Penalty: 5158.752930
	Iteration 24Q: 3 clusters Score -2854792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2854797.750000 Penalty: 5158.752930
	Iteration 25Q: 3 clusters Score -2854798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -2854811.500000 Penalty: 5158.752930
	Iteration 26Q: 3 clusters Score -2854812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -2854825.500000 Penalty: 5158.752930
	Iteration 27Q: 3 clusters Score -2854826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -2854835.000000 Penalty: 5158.752930
	Iteration 28Q: 3 clusters Score -2854835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -2854840.500000 Penalty: 5158.752930
	Iteration 29Q: 3 clusters Score -2854840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2854840.500000 Penalty: 5158.752930
	Iteration 30Q: 3 clusters Score -2854840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -2854840.250000 Penalty: 5158.752930
	Iteration 31Q: 3 clusters Score -2854840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -2854848.500000 Penalty: 5158.752930
	Iteration 32Q: 3 clusters Score -2854848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -2854851.750000 Penalty: 5158.752930
	Iteration 33Q: 3 clusters Score -2854852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -2854848.500000 Penalty: 5158.752930
	Iteration 34Q: 3 clusters Score -2854848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -2854849.250000 Penalty: 5158.752930
	Iteration 35Q: 3 clusters Score -2854849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -2854847.250000 Penalty: 5158.752930
	Iteration 36Q: 3 clusters Score -2854847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -2854850.250000 Penalty: 5158.752930
	Iteration 37Q: 3 clusters Score -2854850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2854852.500000 Penalty: 5158.752930
	Iteration 38Q: 3 clusters Score -2854852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -2854854.000000 Penalty: 5158.752930
	Iteration 39Q: 3 clusters Score -2854854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -2854854.000000 Penalty: 5158.752930
	Iteration 40F: 3 clusters Score -2854854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (144484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144484 members 
Entering Unmasked Estep 
Score: -12926034.000000 Penalty: 2946.469238
	Iteration 0F: 2 clusters Score -1.292603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -12829587.000000 Penalty: 5892.938477
	Iteration 0F: 3 clusters Score -1.282959e+07 nChanged 68710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -12869278.000000 Penalty: 5892.938477
	Iteration 1F: 3 clusters Score -1.286928e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -12870355.000000 Penalty: 5892.938477
	Iteration 2Q: 3 clusters Score -1.287036e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -12872033.000000 Penalty: 5892.938477
	Iteration 3Q: 3 clusters Score -1.287203e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -12874949.000000 Penalty: 5892.938477
	Iteration 4Q: 3 clusters Score -1.287495e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -12880033.000000 Penalty: 5892.938477
	Iteration 5F: 3 clusters Score -1.288003e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -12888711.000000 Penalty: 5892.938477
	Iteration 6F: 3 clusters Score -1.288871e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -12900808.000000 Penalty: 5892.938477
	Iteration 7F: 3 clusters Score -1.290081e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -12912423.000000 Penalty: 5892.938477
	Iteration 8F: 3 clusters Score -1.291242e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 139692 members 
Entering Unmasked Estep 
Score: -12919266.000000 Penalty: 5892.938477
	Iteration 9Q: 3 clusters Score -1.291927e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -12922063.000000 Penalty: 5892.938477
	Iteration 10Q: 3 clusters Score -1.292206e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -12922962.000000 Penalty: 5892.938477
	Iteration 11Q: 3 clusters Score -1.292296e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 143964 members 
Entering Unmasked Estep 
Score: -12923250.000000 Penalty: 5892.938477
	Iteration 12Q: 3 clusters Score -1.292325e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -12923361.000000 Penalty: 5892.938477
	Iteration 13Q: 3 clusters Score -1.292336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -12923421.000000 Penalty: 5892.938477
	Iteration 14Q: 3 clusters Score -1.292342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 144130 members 
Entering Unmasked Estep 
Score: -12923474.000000 Penalty: 5892.938477
	Iteration 15Q: 3 clusters Score -1.292347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -12923506.000000 Penalty: 5892.938477
	Iteration 16Q: 3 clusters Score -1.292351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 144149 members 
Entering Unmasked Estep 
Score: -12923521.000000 Penalty: 5892.938477
	Iteration 17Q: 3 clusters Score -1.292352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 144153 members 
Entering Unmasked Estep 
Score: -12923525.000000 Penalty: 5892.938477
	Iteration 18Q: 3 clusters Score -1.292352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 144153 members 
Entering Unmasked Estep 
Score: -12923519.000000 Penalty: 5892.938477
	Iteration 19Q: 3 clusters Score -1.292352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 144152 members 
Entering Unmasked Estep 
Score: -12923529.000000 Penalty: 5892.938477
	Iteration 20F: 3 clusters Score -1.292353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -280856.812500 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -280856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -277337.750000 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -277337.8 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -278120.281250 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -278120.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -278360.062500 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -278360.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -278551.531250 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -278551.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278734.937500 Penalty: 4030.166016
	Iteration 4F: 3 clusters Score -278734.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278889.000000 Penalty: 4030.166016
	Iteration 5Q: 3 clusters Score -278889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -279008.906250 Penalty: 4030.166016
	Iteration 6Q: 3 clusters Score -279008.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -279087.125000 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -279087.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -279147.375000 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -279147.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -279186.843750 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -279186.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -279216.656250 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -279216.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -279246.656250 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -279246.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279277.281250 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -279277.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -279306.781250 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -279306.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -279335.250000 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -279335.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -279359.750000 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -279359.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279378.250000 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -279378.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -279400.031250 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -279400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -279422.531250 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -279422.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -279447.406250 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -279447.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279468.625000 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -279468.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279488.656250 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -279488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279511.875000 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -279511.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -279536.281250 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -279536.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -279560.812500 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -279560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -279580.437500 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -279580.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -279601.656250 Penalty: 4030.166016
	Iteration 26Q: 3 clusters Score -279601.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -279619.937500 Penalty: 4030.166016
	Iteration 27Q: 3 clusters Score -279619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -279634.156250 Penalty: 4030.166016
	Iteration 28Q: 3 clusters Score -279634.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -279644.312500 Penalty: 4030.166016
	Iteration 29Q: 3 clusters Score -279644.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279657.906250 Penalty: 4030.166016
	Iteration 30Q: 3 clusters Score -279657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -279662.875000 Penalty: 4030.166016
	Iteration 31Q: 3 clusters Score -279662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -279664.312500 Penalty: 4030.166016
	Iteration 32Q: 3 clusters Score -279664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -279666.093750 Penalty: 4030.166016
	Iteration 33Q: 3 clusters Score -279666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -279667.437500 Penalty: 4030.166016
	Iteration 34Q: 3 clusters Score -279667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -279668.437500 Penalty: 4030.166016
	Iteration 35Q: 3 clusters Score -279668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -279669.531250 Penalty: 4030.166016
	Iteration 36Q: 3 clusters Score -279669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -279669.531250 Penalty: 4030.166016
	Iteration 37F: 3 clusters Score -279669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Entering Unmasked Estep 
Score: -3577934.500000 Penalty: 2637.262451
	Iteration 0F: 2 clusters Score -3577934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3549836.000000 Penalty: 5274.524902
	Iteration 0F: 3 clusters Score -3549836 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3560342.750000 Penalty: 5274.524902
	Iteration 1F: 3 clusters Score -3560343 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3561345.750000 Penalty: 5274.524902
	Iteration 2F: 3 clusters Score -3561346 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3562637.250000 Penalty: 5274.524902
	Iteration 3F: 3 clusters Score -3562637 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3564252.750000 Penalty: 5274.524902
	Iteration 4F: 3 clusters Score -3564253 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3566001.250000 Penalty: 5274.524902
	Iteration 5F: 3 clusters Score -3566001 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3567761.250000 Penalty: 5274.524902
	Iteration 6F: 3 clusters Score -3567761 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3569243.500000 Penalty: 5274.524902
	Iteration 7F: 3 clusters Score -3569244 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3570335.000000 Penalty: 5274.524902
	Iteration 8Q: 3 clusters Score -3570335 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3571012.250000 Penalty: 5274.524902
	Iteration 9Q: 3 clusters Score -3571012 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3571426.500000 Penalty: 5274.524902
	Iteration 10Q: 3 clusters Score -3571426 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3571736.500000 Penalty: 5274.524902
	Iteration 11Q: 3 clusters Score -3571736 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3571983.000000 Penalty: 5274.524902
	Iteration 12Q: 3 clusters Score -3571983 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3572201.000000 Penalty: 5274.524902
	Iteration 13Q: 3 clusters Score -3572201 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3572417.250000 Penalty: 5274.524902
	Iteration 14Q: 3 clusters Score -3572417 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3572652.750000 Penalty: 5274.524902
	Iteration 15Q: 3 clusters Score -3572653 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3572905.250000 Penalty: 5274.524902
	Iteration 16Q: 3 clusters Score -3572905 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3573167.500000 Penalty: 5274.524902
	Iteration 17Q: 3 clusters Score -3573168 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3573416.000000 Penalty: 5274.524902
	Iteration 18Q: 3 clusters Score -3573416 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3573689.250000 Penalty: 5274.524902
	Iteration 19Q: 3 clusters Score -3573689 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3574021.000000 Penalty: 5274.524902
	Iteration 20F: 3 clusters Score -3574021 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3574344.250000 Penalty: 5274.524902
	Iteration 21Q: 3 clusters Score -3574344 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3574670.750000 Penalty: 5274.524902
	Iteration 22Q: 3 clusters Score -3574671 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3574955.500000 Penalty: 5274.524902
	Iteration 23Q: 3 clusters Score -3574956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3575154.000000 Penalty: 5274.524902
	Iteration 24Q: 3 clusters Score -3575154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3575298.750000 Penalty: 5274.524902
	Iteration 25Q: 3 clusters Score -3575299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3575380.750000 Penalty: 5274.524902
	Iteration 26Q: 3 clusters Score -3575381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3575437.000000 Penalty: 5274.524902
	Iteration 27Q: 3 clusters Score -3575437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3575472.000000 Penalty: 5274.524902
	Iteration 28Q: 3 clusters Score -3575472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3575503.500000 Penalty: 5274.524902
	Iteration 29Q: 3 clusters Score -3575504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3575522.500000 Penalty: 5274.524902
	Iteration 30Q: 3 clusters Score -3575522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3575531.750000 Penalty: 5274.524902
	Iteration 31Q: 3 clusters Score -3575532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3575533.500000 Penalty: 5274.524902
	Iteration 32Q: 3 clusters Score -3575534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3575547.000000 Penalty: 5274.524902
	Iteration 33Q: 3 clusters Score -3575547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3575552.000000 Penalty: 5274.524902
	Iteration 34Q: 3 clusters Score -3575552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3575559.750000 Penalty: 5274.524902
	Iteration 35Q: 3 clusters Score -3575560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3575564.750000 Penalty: 5274.524902
	Iteration 36Q: 3 clusters Score -3575565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3575559.250000 Penalty: 5274.524902
	Iteration 37Q: 3 clusters Score -3575559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3575570.500000 Penalty: 5274.524902
	Iteration 38Q: 3 clusters Score -3575570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3575574.000000 Penalty: 5274.524902
	Iteration 39Q: 3 clusters Score -3575574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3575581.000000 Penalty: 5274.524902
	Iteration 40F: 3 clusters Score -3575581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3575588.750000 Penalty: 5274.524902
	Iteration 41Q: 3 clusters Score -3575589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3575595.000000 Penalty: 5274.524902
	Iteration 42Q: 3 clusters Score -3575595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3575594.250000 Penalty: 5274.524902
	Iteration 43Q: 3 clusters Score -3575594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3575593.000000 Penalty: 5274.524902
	Iteration 44Q: 3 clusters Score -3575593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3575593.750000 Penalty: 5274.524902
	Iteration 45Q: 3 clusters Score -3575594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3575593.750000 Penalty: 5274.524902
	Iteration 46F: 3 clusters Score -3575594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Entering Unmasked Estep 
Score: -1789603.250000 Penalty: 2459.402832
	Iteration 0F: 2 clusters Score -1789603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1775374.000000 Penalty: 4918.805664
	Iteration 0F: 3 clusters Score -1775374 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1780050.500000 Penalty: 4918.805664
	Iteration 1F: 3 clusters Score -1780050 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1780418.875000 Penalty: 4918.805664
	Iteration 2F: 3 clusters Score -1780419 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1780757.125000 Penalty: 4918.805664
	Iteration 3Q: 3 clusters Score -1780757 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1781132.875000 Penalty: 4918.805664
	Iteration 4Q: 3 clusters Score -1781133 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1781570.625000 Penalty: 4918.805664
	Iteration 5Q: 3 clusters Score -1781571 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1782123.250000 Penalty: 4918.805664
	Iteration 6F: 3 clusters Score -1782123 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1782760.875000 Penalty: 4918.805664
	Iteration 7F: 3 clusters Score -1782761 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1783451.000000 Penalty: 4918.805664
	Iteration 8F: 3 clusters Score -1783451 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1784171.875000 Penalty: 4918.805664
	Iteration 9F: 3 clusters Score -1784172 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1784911.000000 Penalty: 4918.805664
	Iteration 10F: 3 clusters Score -1784911 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1785619.625000 Penalty: 4918.805664
	Iteration 11Q: 3 clusters Score -1785620 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1786190.250000 Penalty: 4918.805664
	Iteration 12Q: 3 clusters Score -1786190 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1786631.250000 Penalty: 4918.805664
	Iteration 13Q: 3 clusters Score -1786631 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1786920.000000 Penalty: 4918.805664
	Iteration 14Q: 3 clusters Score -1786920 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1787113.875000 Penalty: 4918.805664
	Iteration 15Q: 3 clusters Score -1787114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1787242.000000 Penalty: 4918.805664
	Iteration 16Q: 3 clusters Score -1787242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1787333.625000 Penalty: 4918.805664
	Iteration 17Q: 3 clusters Score -1787334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1787394.125000 Penalty: 4918.805664
	Iteration 18Q: 3 clusters Score -1787394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1787458.625000 Penalty: 4918.805664
	Iteration 19Q: 3 clusters Score -1787459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1787507.000000 Penalty: 4918.805664
	Iteration 20F: 3 clusters Score -1787507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1787554.875000 Penalty: 4918.805664
	Iteration 21Q: 3 clusters Score -1787555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1787589.875000 Penalty: 4918.805664
	Iteration 22Q: 3 clusters Score -1787590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1787632.250000 Penalty: 4918.805664
	Iteration 23Q: 3 clusters Score -1787632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1787669.500000 Penalty: 4918.805664
	Iteration 24Q: 3 clusters Score -1787670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1787692.250000 Penalty: 4918.805664
	Iteration 25Q: 3 clusters Score -1787692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1787712.875000 Penalty: 4918.805664
	Iteration 26Q: 3 clusters Score -1787713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1787734.000000 Penalty: 4918.805664
	Iteration 27Q: 3 clusters Score -1787734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1787759.000000 Penalty: 4918.805664
	Iteration 28Q: 3 clusters Score -1787759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1787774.250000 Penalty: 4918.805664
	Iteration 29Q: 3 clusters Score -1787774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1787783.875000 Penalty: 4918.805664
	Iteration 30Q: 3 clusters Score -1787784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1787795.250000 Penalty: 4918.805664
	Iteration 31Q: 3 clusters Score -1787795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1787803.375000 Penalty: 4918.805664
	Iteration 32Q: 3 clusters Score -1787803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1787808.000000 Penalty: 4918.805664
	Iteration 33Q: 3 clusters Score -1787808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1787823.250000 Penalty: 4918.805664
	Iteration 34Q: 3 clusters Score -1787823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1787828.125000 Penalty: 4918.805664
	Iteration 35Q: 3 clusters Score -1787828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1787832.000000 Penalty: 4918.805664
	Iteration 36Q: 3 clusters Score -1787832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1787841.750000 Penalty: 4918.805664
	Iteration 37Q: 3 clusters Score -1787842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1787845.375000 Penalty: 4918.805664
	Iteration 38Q: 3 clusters Score -1787845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1787849.250000 Penalty: 4918.805664
	Iteration 39Q: 3 clusters Score -1787849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1787849.000000 Penalty: 4918.805664
	Iteration 40F: 3 clusters Score -1787849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -1787851.250000 Penalty: 4918.805664
	Iteration 41Q: 3 clusters Score -1787851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1787854.625000 Penalty: 4918.805664
	Iteration 42Q: 3 clusters Score -1787855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1787852.875000 Penalty: 4918.805664
	Iteration 43Q: 3 clusters Score -1787853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1787859.875000 Penalty: 4918.805664
	Iteration 44Q: 3 clusters Score -1787860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1787869.000000 Penalty: 4918.805664
	Iteration 45Q: 3 clusters Score -1787869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -1787877.250000 Penalty: 4918.805664
	Iteration 46Q: 3 clusters Score -1787877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1787880.625000 Penalty: 4918.805664
	Iteration 47Q: 3 clusters Score -1787881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1787885.125000 Penalty: 4918.805664
	Iteration 48Q: 3 clusters Score -1787885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1787885.875000 Penalty: 4918.805664
	Iteration 49Q: 3 clusters Score -1787886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1787887.750000 Penalty: 4918.805664
	Iteration 50Q: 3 clusters Score -1787888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1787889.750000 Penalty: 4918.805664
	Iteration 51Q: 3 clusters Score -1787890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1787889.625000 Penalty: 4918.805664
	Iteration 52Q: 3 clusters Score -1787890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1787889.000000 Penalty: 4918.805664
	Iteration 53Q: 3 clusters Score -1787889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1787892.875000 Penalty: 4918.805664
	Iteration 54Q: 3 clusters Score -1787893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1787895.750000 Penalty: 4918.805664
	Iteration 55Q: 3 clusters Score -1787896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1787896.000000 Penalty: 4918.805664
	Iteration 56Q: 3 clusters Score -1787896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1787895.125000 Penalty: 4918.805664
	Iteration 57Q: 3 clusters Score -1787895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1787896.000000 Penalty: 4918.805664
	Iteration 58Q: 3 clusters Score -1787896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1787897.625000 Penalty: 4918.805664
	Iteration 59Q: 3 clusters Score -1787898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1787897.625000 Penalty: 4918.805664
	Iteration 60F: 3 clusters Score -1787898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Entering Unmasked Estep 
Score: -2227612.750000 Penalty: 2521.312256
	Iteration 0F: 2 clusters Score -2227613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2209775.500000 Penalty: 5042.624512
	Iteration 0F: 3 clusters Score -2209776 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2216119.250000 Penalty: 5042.624512
	Iteration 1F: 3 clusters Score -2216119 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2216658.500000 Penalty: 5042.624512
	Iteration 2F: 3 clusters Score -2216658 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2217253.000000 Penalty: 5042.624512
	Iteration 3Q: 3 clusters Score -2217253 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2217901.750000 Penalty: 5042.624512
	Iteration 4Q: 3 clusters Score -2217902 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2218600.750000 Penalty: 5042.624512
	Iteration 5Q: 3 clusters Score -2218601 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2219376.000000 Penalty: 5042.624512
	Iteration 6Q: 3 clusters Score -2219376 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2220166.750000 Penalty: 5042.624512
	Iteration 7Q: 3 clusters Score -2220167 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2220976.750000 Penalty: 5042.624512
	Iteration 8Q: 3 clusters Score -2220977 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2221769.750000 Penalty: 5042.624512
	Iteration 9Q: 3 clusters Score -2221770 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2222567.250000 Penalty: 5042.624512
	Iteration 10Q: 3 clusters Score -2222567 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2223256.000000 Penalty: 5042.624512
	Iteration 11Q: 3 clusters Score -2223256 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2223793.500000 Penalty: 5042.624512
	Iteration 12Q: 3 clusters Score -2223794 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2224233.250000 Penalty: 5042.624512
	Iteration 13Q: 3 clusters Score -2224233 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2224578.500000 Penalty: 5042.624512
	Iteration 14Q: 3 clusters Score -2224578 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2224835.500000 Penalty: 5042.624512
	Iteration 15Q: 3 clusters Score -2224836 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2225014.250000 Penalty: 5042.624512
	Iteration 16Q: 3 clusters Score -2225014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2225123.250000 Penalty: 5042.624512
	Iteration 17Q: 3 clusters Score -2225123 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2225185.250000 Penalty: 5042.624512
	Iteration 18Q: 3 clusters Score -2225185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2225245.500000 Penalty: 5042.624512
	Iteration 19Q: 3 clusters Score -2225246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2225283.250000 Penalty: 5042.624512
	Iteration 20F: 3 clusters Score -2225283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2225317.250000 Penalty: 5042.624512
	Iteration 21Q: 3 clusters Score -2225317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2225338.000000 Penalty: 5042.624512
	Iteration 22Q: 3 clusters Score -2225338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2225357.750000 Penalty: 5042.624512
	Iteration 23Q: 3 clusters Score -2225358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2225371.000000 Penalty: 5042.624512
	Iteration 24Q: 3 clusters Score -2225371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2225391.000000 Penalty: 5042.624512
	Iteration 25Q: 3 clusters Score -2225391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2225397.500000 Penalty: 5042.624512
	Iteration 26Q: 3 clusters Score -2225398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2225408.500000 Penalty: 5042.624512
	Iteration 27Q: 3 clusters Score -2225408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2225414.500000 Penalty: 5042.624512
	Iteration 28Q: 3 clusters Score -2225414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2225421.750000 Penalty: 5042.624512
	Iteration 29Q: 3 clusters Score -2225422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2225431.250000 Penalty: 5042.624512
	Iteration 30Q: 3 clusters Score -2225431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2225435.000000 Penalty: 5042.624512
	Iteration 31Q: 3 clusters Score -2225435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2225437.000000 Penalty: 5042.624512
	Iteration 32Q: 3 clusters Score -2225437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2225436.000000 Penalty: 5042.624512
	Iteration 33Q: 3 clusters Score -2225436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2225437.500000 Penalty: 5042.624512
	Iteration 34Q: 3 clusters Score -2225438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2225437.500000 Penalty: 5042.624512
	Iteration 35F: 3 clusters Score -2225438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -236776.109375 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -236776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -233578.968750 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -233579 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -234274.468750 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -234274.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -234483.625000 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -234483.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -234637.625000 Penalty: 3956.220947
	Iteration 3F: 3 clusters Score -234637.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -234801.875000 Penalty: 3956.220947
	Iteration 4Q: 3 clusters Score -234801.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -234947.250000 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -234947.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -235044.234375 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -235044.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -235124.156250 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -235124.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -235194.906250 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -235194.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -235279.906250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -235279.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -235347.781250 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -235347.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -235394.937500 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -235394.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -235417.750000 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -235417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -235430.062500 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -235430.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -235442.156250 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -235442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -235450.328125 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -235450.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -235457.796875 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -235457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235459.296875 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -235459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235459.296875 Penalty: 3956.220947
	Iteration 18F: 3 clusters Score -235459.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -22712.947266 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -22712.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21417.660156 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -21417.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21533.701172 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -21533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21589.404297 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -21589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21596.652344 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -21596.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21600.525391 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -21600.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21603.693359 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -21603.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21609.095703 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -21609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21614.906250 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -21614.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21614.906250 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -21614.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (144614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Entering Unmasked Estep 
Score: -13126052.000000 Penalty: 2946.692139
	Iteration 0F: 2 clusters Score -1.312605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -13029517.000000 Penalty: 5893.384277
	Iteration 0F: 3 clusters Score -1.302952e+07 nChanged 69015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -13069741.000000 Penalty: 5893.384277
	Iteration 1F: 3 clusters Score -1.306974e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -13070849.000000 Penalty: 5893.384277
	Iteration 2Q: 3 clusters Score -1.307085e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -13072511.000000 Penalty: 5893.384277
	Iteration 3Q: 3 clusters Score -1.307251e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -13075571.000000 Penalty: 5893.384277
	Iteration 4Q: 3 clusters Score -1.307557e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -13080354.000000 Penalty: 5893.384277
	Iteration 5F: 3 clusters Score -1.308035e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -13086719.000000 Penalty: 5893.384277
	Iteration 6F: 3 clusters Score -1.308672e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -13092928.000000 Penalty: 5893.384277
	Iteration 7F: 3 clusters Score -1.309293e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -13097744.000000 Penalty: 5893.384277
	Iteration 8F: 3 clusters Score -1.309774e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -13100610.000000 Penalty: 5893.384277
	Iteration 9F: 3 clusters Score -1.310061e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -13102274.000000 Penalty: 5893.384277
	Iteration 10Q: 3 clusters Score -1.310227e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -13103425.000000 Penalty: 5893.384277
	Iteration 11Q: 3 clusters Score -1.310342e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -13104164.000000 Penalty: 5893.384277
	Iteration 12Q: 3 clusters Score -1.310416e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -13104939.000000 Penalty: 5893.384277
	Iteration 13Q: 3 clusters Score -1.310494e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -13105556.000000 Penalty: 5893.384277
	Iteration 14Q: 3 clusters Score -1.310556e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -13106412.000000 Penalty: 5893.384277
	Iteration 15Q: 3 clusters Score -1.310641e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95438 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -13107247.000000 Penalty: 5893.384277
	Iteration 16Q: 3 clusters Score -1.310725e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -13108323.000000 Penalty: 5893.384277
	Iteration 17Q: 3 clusters Score -1.310832e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -13109409.000000 Penalty: 5893.384277
	Iteration 18Q: 3 clusters Score -1.310941e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -13110599.000000 Penalty: 5893.384277
	Iteration 19Q: 3 clusters Score -1.31106e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -13111923.000000 Penalty: 5893.384277
	Iteration 20F: 3 clusters Score -1.311192e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -13113277.000000 Penalty: 5893.384277
	Iteration 21Q: 3 clusters Score -1.311328e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -13114628.000000 Penalty: 5893.384277
	Iteration 22Q: 3 clusters Score -1.311463e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -13115956.000000 Penalty: 5893.384277
	Iteration 23Q: 3 clusters Score -1.311596e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124743 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -13117386.000000 Penalty: 5893.384277
	Iteration 24Q: 3 clusters Score -1.311739e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -13118487.000000 Penalty: 5893.384277
	Iteration 25Q: 3 clusters Score -1.311849e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130362 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -13119582.000000 Penalty: 5893.384277
	Iteration 26Q: 3 clusters Score -1.311958e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132626 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -13120395.000000 Penalty: 5893.384277
	Iteration 27Q: 3 clusters Score -1.31204e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134520 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -13121098.000000 Penalty: 5893.384277
	Iteration 28Q: 3 clusters Score -1.31211e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -13121657.000000 Penalty: 5893.384277
	Iteration 29Q: 3 clusters Score -1.312166e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137317 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -13122087.000000 Penalty: 5893.384277
	Iteration 30Q: 3 clusters Score -1.312209e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -13122497.000000 Penalty: 5893.384277
	Iteration 31Q: 3 clusters Score -1.31225e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -13122677.000000 Penalty: 5893.384277
	Iteration 32Q: 3 clusters Score -1.312268e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139775 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -13122876.000000 Penalty: 5893.384277
	Iteration 33Q: 3 clusters Score -1.312288e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140268 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -13123048.000000 Penalty: 5893.384277
	Iteration 34Q: 3 clusters Score -1.312305e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140657 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -13123213.000000 Penalty: 5893.384277
	Iteration 35Q: 3 clusters Score -1.312321e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140961 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -13123293.000000 Penalty: 5893.384277
	Iteration 36Q: 3 clusters Score -1.312329e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141184 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -13123413.000000 Penalty: 5893.384277
	Iteration 37Q: 3 clusters Score -1.312341e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141348 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -13123429.000000 Penalty: 5893.384277
	Iteration 38Q: 3 clusters Score -1.312343e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -13123468.000000 Penalty: 5893.384277
	Iteration 39Q: 3 clusters Score -1.312347e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -13123510.000000 Penalty: 5893.384277
	Iteration 40F: 3 clusters Score -1.312351e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -13123530.000000 Penalty: 5893.384277
	Iteration 41Q: 3 clusters Score -1.312353e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -13123579.000000 Penalty: 5893.384277
	Iteration 42Q: 3 clusters Score -1.312358e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141858 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -13123616.000000 Penalty: 5893.384277
	Iteration 43Q: 3 clusters Score -1.312362e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141944 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -13123622.000000 Penalty: 5893.384277
	Iteration 44Q: 3 clusters Score -1.312362e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142025 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13123655.000000 Penalty: 5893.384277
	Iteration 45Q: 3 clusters Score -1.312366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142090 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13123666.000000 Penalty: 5893.384277
	Iteration 46Q: 3 clusters Score -1.312367e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142157 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -13123677.000000 Penalty: 5893.384277
	Iteration 47Q: 3 clusters Score -1.312368e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142219 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13123704.000000 Penalty: 5893.384277
	Iteration 48Q: 3 clusters Score -1.31237e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142265 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13123702.000000 Penalty: 5893.384277
	Iteration 49Q: 3 clusters Score -1.31237e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142313 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13123715.000000 Penalty: 5893.384277
	Iteration 50Q: 3 clusters Score -1.312372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -13123744.000000 Penalty: 5893.384277
	Iteration 51Q: 3 clusters Score -1.312374e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -13123760.000000 Penalty: 5893.384277
	Iteration 52Q: 3 clusters Score -1.312376e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -13123769.000000 Penalty: 5893.384277
	Iteration 53Q: 3 clusters Score -1.312377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142489 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13123794.000000 Penalty: 5893.384277
	Iteration 54Q: 3 clusters Score -1.312379e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -13123787.000000 Penalty: 5893.384277
	Iteration 55Q: 3 clusters Score -1.312379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13123802.000000 Penalty: 5893.384277
	Iteration 56Q: 3 clusters Score -1.31238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142592 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13123810.000000 Penalty: 5893.384277
	Iteration 57Q: 3 clusters Score -1.312381e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13123805.000000 Penalty: 5893.384277
	Iteration 58Q: 3 clusters Score -1.31238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142644 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13123822.000000 Penalty: 5893.384277
	Iteration 59Q: 3 clusters Score -1.312382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142665 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -13123823.000000 Penalty: 5893.384277
	Iteration 60F: 3 clusters Score -1.312382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -13123832.000000 Penalty: 5893.384277
	Iteration 61Q: 3 clusters Score -1.312383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13123840.000000 Penalty: 5893.384277
	Iteration 62Q: 3 clusters Score -1.312384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13123845.000000 Penalty: 5893.384277
	Iteration 63Q: 3 clusters Score -1.312384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13123843.000000 Penalty: 5893.384277
	Iteration 64Q: 3 clusters Score -1.312384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142719 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13123843.000000 Penalty: 5893.384277
	Iteration 65Q: 3 clusters Score -1.312384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142727 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13123851.000000 Penalty: 5893.384277
	Iteration 66Q: 3 clusters Score -1.312385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13123862.000000 Penalty: 5893.384277
	Iteration 67Q: 3 clusters Score -1.312386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13123856.000000 Penalty: 5893.384277
	Iteration 68Q: 3 clusters Score -1.312386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -13123855.000000 Penalty: 5893.384277
	Iteration 69Q: 3 clusters Score -1.312386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142766 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13123853.000000 Penalty: 5893.384277
	Iteration 70Q: 3 clusters Score -1.312385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13123858.000000 Penalty: 5893.384277
	Iteration 71Q: 3 clusters Score -1.312386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13123868.000000 Penalty: 5893.384277
	Iteration 72Q: 3 clusters Score -1.312387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13123869.000000 Penalty: 5893.384277
	Iteration 73Q: 3 clusters Score -1.312387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142794 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -13123867.000000 Penalty: 5893.384277
	Iteration 74Q: 3 clusters Score -1.312387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13123873.000000 Penalty: 5893.384277
	Iteration 75Q: 3 clusters Score -1.312387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -13123863.000000 Penalty: 5893.384277
	Iteration 76Q: 3 clusters Score -1.312386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13123873.000000 Penalty: 5893.384277
	Iteration 77Q: 3 clusters Score -1.312387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13123869.000000 Penalty: 5893.384277
	Iteration 78Q: 3 clusters Score -1.312387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13123858.000000 Penalty: 5893.384277
	Iteration 79Q: 3 clusters Score -1.312386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13123866.000000 Penalty: 5893.384277
	Iteration 80F: 3 clusters Score -1.312387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13123864.000000 Penalty: 5893.384277
	Iteration 81Q: 3 clusters Score -1.312386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13123864.000000 Penalty: 5893.384277
	Iteration 82F: 3 clusters Score -1.312386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Entering Unmasked Estep 
Score: -1397107.500000 Penalty: 2409.645996
	Iteration 0F: 2 clusters Score -1397108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1385278.000000 Penalty: 4819.291992
	Iteration 0F: 3 clusters Score -1385278 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1389245.375000 Penalty: 4819.291992
	Iteration 1F: 3 clusters Score -1389245 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1389776.500000 Penalty: 4819.291992
	Iteration 2F: 3 clusters Score -1389776 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1390343.125000 Penalty: 4819.291992
	Iteration 3F: 3 clusters Score -1390343 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1391068.625000 Penalty: 4819.291992
	Iteration 4F: 3 clusters Score -1391069 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1391846.875000 Penalty: 4819.291992
	Iteration 5F: 3 clusters Score -1391847 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1392615.500000 Penalty: 4819.291992
	Iteration 6F: 3 clusters Score -1392616 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1393291.250000 Penalty: 4819.291992
	Iteration 7F: 3 clusters Score -1393291 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1393909.875000 Penalty: 4819.291992
	Iteration 8Q: 3 clusters Score -1393910 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1394483.375000 Penalty: 4819.291992
	Iteration 9Q: 3 clusters Score -1394483 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1394994.500000 Penalty: 4819.291992
	Iteration 10Q: 3 clusters Score -1394994 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1395413.625000 Penalty: 4819.291992
	Iteration 11Q: 3 clusters Score -1395414 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1395748.250000 Penalty: 4819.291992
	Iteration 12Q: 3 clusters Score -1395748 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1395956.625000 Penalty: 4819.291992
	Iteration 13Q: 3 clusters Score -1395957 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1396105.125000 Penalty: 4819.291992
	Iteration 14Q: 3 clusters Score -1396105 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1396233.500000 Penalty: 4819.291992
	Iteration 15Q: 3 clusters Score -1396234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1396339.750000 Penalty: 4819.291992
	Iteration 16Q: 3 clusters Score -1396340 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1396394.625000 Penalty: 4819.291992
	Iteration 17Q: 3 clusters Score -1396395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1396437.375000 Penalty: 4819.291992
	Iteration 18Q: 3 clusters Score -1396437 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1396491.375000 Penalty: 4819.291992
	Iteration 19Q: 3 clusters Score -1396491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1396531.125000 Penalty: 4819.291992
	Iteration 20F: 3 clusters Score -1396531 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1396569.375000 Penalty: 4819.291992
	Iteration 21Q: 3 clusters Score -1396569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1396600.375000 Penalty: 4819.291992
	Iteration 22Q: 3 clusters Score -1396600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1396634.250000 Penalty: 4819.291992
	Iteration 23Q: 3 clusters Score -1396634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1396649.375000 Penalty: 4819.291992
	Iteration 24Q: 3 clusters Score -1396649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1396666.250000 Penalty: 4819.291992
	Iteration 25Q: 3 clusters Score -1396666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1396670.375000 Penalty: 4819.291992
	Iteration 26Q: 3 clusters Score -1396670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1396679.125000 Penalty: 4819.291992
	Iteration 27Q: 3 clusters Score -1396679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1396686.625000 Penalty: 4819.291992
	Iteration 28Q: 3 clusters Score -1396687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1396692.000000 Penalty: 4819.291992
	Iteration 29Q: 3 clusters Score -1396692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1396694.125000 Penalty: 4819.291992
	Iteration 30Q: 3 clusters Score -1396694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1396696.000000 Penalty: 4819.291992
	Iteration 31Q: 3 clusters Score -1396696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1396695.750000 Penalty: 4819.291992
	Iteration 32Q: 3 clusters Score -1396696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1396699.500000 Penalty: 4819.291992
	Iteration 33Q: 3 clusters Score -1396700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1396702.375000 Penalty: 4819.291992
	Iteration 34Q: 3 clusters Score -1396702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1396696.625000 Penalty: 4819.291992
	Iteration 35Q: 3 clusters Score -1396697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1396698.375000 Penalty: 4819.291992
	Iteration 36Q: 3 clusters Score -1396698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1396700.625000 Penalty: 4819.291992
	Iteration 37Q: 3 clusters Score -1396701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1396701.375000 Penalty: 4819.291992
	Iteration 38Q: 3 clusters Score -1396701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1396701.250000 Penalty: 4819.291992
	Iteration 39Q: 3 clusters Score -1396701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1396702.875000 Penalty: 4819.291992
	Iteration 40F: 3 clusters Score -1396703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -532655.937500 Penalty: 2174.683594
	Iteration 0F: 2 clusters Score -532655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -527219.312500 Penalty: 4349.367188
	Iteration 0F: 3 clusters Score -527219.3 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -528687.750000 Penalty: 4349.367188
	Iteration 1F: 3 clusters Score -528687.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -529131.250000 Penalty: 4349.367188
	Iteration 2F: 3 clusters Score -529131.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -529565.937500 Penalty: 4349.367188
	Iteration 3F: 3 clusters Score -529565.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -530057.125000 Penalty: 4349.367188
	Iteration 4F: 3 clusters Score -530057.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -530744.562500 Penalty: 4349.367188
	Iteration 5F: 3 clusters Score -530744.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -531426.437500 Penalty: 4349.367188
	Iteration 6F: 3 clusters Score -531426.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -531799.187500 Penalty: 4349.367188
	Iteration 7F: 3 clusters Score -531799.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -532044.625000 Penalty: 4349.367188
	Iteration 8Q: 3 clusters Score -532044.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -532201.187500 Penalty: 4349.367188
	Iteration 9Q: 3 clusters Score -532201.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -532323.625000 Penalty: 4349.367188
	Iteration 10Q: 3 clusters Score -532323.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -532395.500000 Penalty: 4349.367188
	Iteration 11Q: 3 clusters Score -532395.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -532448.250000 Penalty: 4349.367188
	Iteration 12Q: 3 clusters Score -532448.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -532478.500000 Penalty: 4349.367188
	Iteration 13Q: 3 clusters Score -532478.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -532503.937500 Penalty: 4349.367188
	Iteration 14Q: 3 clusters Score -532503.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -532539.375000 Penalty: 4349.367188
	Iteration 15Q: 3 clusters Score -532539.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -532573.375000 Penalty: 4349.367188
	Iteration 16Q: 3 clusters Score -532573.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -532597.750000 Penalty: 4349.367188
	Iteration 17Q: 3 clusters Score -532597.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -532631.562500 Penalty: 4349.367188
	Iteration 18Q: 3 clusters Score -532631.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -532690.250000 Penalty: 4349.367188
	Iteration 19Q: 3 clusters Score -532690.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -532774.312500 Penalty: 4349.367188
	Iteration 20F: 3 clusters Score -532774.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -532862.812500 Penalty: 4349.367188
	Iteration 21Q: 3 clusters Score -532862.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -532962.625000 Penalty: 4349.367188
	Iteration 22Q: 3 clusters Score -532962.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -533012.250000 Penalty: 4349.367188
	Iteration 23Q: 3 clusters Score -533012.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -533047.125000 Penalty: 4349.367188
	Iteration 24Q: 3 clusters Score -533047.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -533077.375000 Penalty: 4349.367188
	Iteration 25Q: 3 clusters Score -533077.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -533104.812500 Penalty: 4349.367188
	Iteration 26Q: 3 clusters Score -533104.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -533132.625000 Penalty: 4349.367188
	Iteration 27Q: 3 clusters Score -533132.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -533156.312500 Penalty: 4349.367188
	Iteration 28Q: 3 clusters Score -533156.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -533178.187500 Penalty: 4349.367188
	Iteration 29Q: 3 clusters Score -533178.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -533214.500000 Penalty: 4349.367188
	Iteration 30Q: 3 clusters Score -533214.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -533245.750000 Penalty: 4349.367188
	Iteration 31Q: 3 clusters Score -533245.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -533273.125000 Penalty: 4349.367188
	Iteration 32Q: 3 clusters Score -533273.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -533291.187500 Penalty: 4349.367188
	Iteration 33Q: 3 clusters Score -533291.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -533304.812500 Penalty: 4349.367188
	Iteration 34Q: 3 clusters Score -533304.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -533314.687500 Penalty: 4349.367188
	Iteration 35Q: 3 clusters Score -533314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -533320.250000 Penalty: 4349.367188
	Iteration 36Q: 3 clusters Score -533320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -533321.375000 Penalty: 4349.367188
	Iteration 37Q: 3 clusters Score -533321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -533322.437500 Penalty: 4349.367188
	Iteration 38Q: 3 clusters Score -533322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -533322.875000 Penalty: 4349.367188
	Iteration 39Q: 3 clusters Score -533322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -533323.062500 Penalty: 4349.367188
	Iteration 40F: 3 clusters Score -533323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -533324.562500 Penalty: 4349.367188
	Iteration 41Q: 3 clusters Score -533324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -533324.562500 Penalty: 4349.367188
	Iteration 42F: 3 clusters Score -533324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32883 members 
Mstep: Class 4 contains 144484 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 26019 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144614 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 407295 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69576 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69554 members 
Mstep: Class 21 contains 26644 members 
Mstep: Class 22 contains 207048 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Mstep: Class 31 contains 1752 members 
Entering Unmasked Estep 
Score: -146482736.000000 Penalty: 110317.765625
Splitting cluster 13 changes total score from -146483568.000000 to -146482736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (15293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Entering Unmasked Estep 
Score: -1376689.125000 Penalty: 2389.517334
	Iteration 0F: 2 clusters Score -1376689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1365625.375000 Penalty: 4779.034668
	Iteration 0F: 3 clusters Score -1365625 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1369224.625000 Penalty: 4779.034668
	Iteration 1F: 3 clusters Score -1369225 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1369579.625000 Penalty: 4779.034668
	Iteration 2F: 3 clusters Score -1369580 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1369895.000000 Penalty: 4779.034668
	Iteration 3Q: 3 clusters Score -1369895 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1370205.000000 Penalty: 4779.034668
	Iteration 4Q: 3 clusters Score -1370205 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1370483.750000 Penalty: 4779.034668
	Iteration 5Q: 3 clusters Score -1370484 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1370765.125000 Penalty: 4779.034668
	Iteration 6Q: 3 clusters Score -1370765 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1371099.375000 Penalty: 4779.034668
	Iteration 7Q: 3 clusters Score -1371099 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1371513.125000 Penalty: 4779.034668
	Iteration 8Q: 3 clusters Score -1371513 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1372044.250000 Penalty: 4779.034668
	Iteration 9Q: 3 clusters Score -1372044 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1372610.125000 Penalty: 4779.034668
	Iteration 10Q: 3 clusters Score -1372610 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1373136.125000 Penalty: 4779.034668
	Iteration 11Q: 3 clusters Score -1373136 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1373531.875000 Penalty: 4779.034668
	Iteration 12Q: 3 clusters Score -1373532 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1373806.000000 Penalty: 4779.034668
	Iteration 13Q: 3 clusters Score -1373806 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1373957.375000 Penalty: 4779.034668
	Iteration 14Q: 3 clusters Score -1373957 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1374076.500000 Penalty: 4779.034668
	Iteration 15Q: 3 clusters Score -1374076 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1374177.000000 Penalty: 4779.034668
	Iteration 16Q: 3 clusters Score -1374177 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1374249.750000 Penalty: 4779.034668
	Iteration 17Q: 3 clusters Score -1374250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1374301.625000 Penalty: 4779.034668
	Iteration 18Q: 3 clusters Score -1374302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1374342.125000 Penalty: 4779.034668
	Iteration 19Q: 3 clusters Score -1374342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1374392.750000 Penalty: 4779.034668
	Iteration 20F: 3 clusters Score -1374393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1374433.875000 Penalty: 4779.034668
	Iteration 21Q: 3 clusters Score -1374434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1374460.125000 Penalty: 4779.034668
	Iteration 22Q: 3 clusters Score -1374460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1374476.500000 Penalty: 4779.034668
	Iteration 23Q: 3 clusters Score -1374476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1374492.875000 Penalty: 4779.034668
	Iteration 24Q: 3 clusters Score -1374493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1374501.750000 Penalty: 4779.034668
	Iteration 25Q: 3 clusters Score -1374502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1374517.875000 Penalty: 4779.034668
	Iteration 26Q: 3 clusters Score -1374518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1374530.250000 Penalty: 4779.034668
	Iteration 27Q: 3 clusters Score -1374530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1374537.250000 Penalty: 4779.034668
	Iteration 28Q: 3 clusters Score -1374537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1374544.000000 Penalty: 4779.034668
	Iteration 29Q: 3 clusters Score -1374544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1374553.000000 Penalty: 4779.034668
	Iteration 30Q: 3 clusters Score -1374553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1374560.250000 Penalty: 4779.034668
	Iteration 31Q: 3 clusters Score -1374560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1374563.125000 Penalty: 4779.034668
	Iteration 32Q: 3 clusters Score -1374563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1374568.750000 Penalty: 4779.034668
	Iteration 33Q: 3 clusters Score -1374569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1374572.750000 Penalty: 4779.034668
	Iteration 34Q: 3 clusters Score -1374573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1374582.250000 Penalty: 4779.034668
	Iteration 35Q: 3 clusters Score -1374582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1374584.000000 Penalty: 4779.034668
	Iteration 36Q: 3 clusters Score -1374584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1374586.125000 Penalty: 4779.034668
	Iteration 37Q: 3 clusters Score -1374586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1374590.375000 Penalty: 4779.034668
	Iteration 38Q: 3 clusters Score -1374590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1374592.375000 Penalty: 4779.034668
	Iteration 39Q: 3 clusters Score -1374592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1374593.750000 Penalty: 4779.034668
	Iteration 40F: 3 clusters Score -1374594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1374595.500000 Penalty: 4779.034668
	Iteration 41Q: 3 clusters Score -1374596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1374597.875000 Penalty: 4779.034668
	Iteration 42Q: 3 clusters Score -1374598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1374603.750000 Penalty: 4779.034668
	Iteration 43Q: 3 clusters Score -1374604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1374602.250000 Penalty: 4779.034668
	Iteration 44Q: 3 clusters Score -1374602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1374604.625000 Penalty: 4779.034668
	Iteration 45Q: 3 clusters Score -1374605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1374606.000000 Penalty: 4779.034668
	Iteration 46Q: 3 clusters Score -1374606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1374606.875000 Penalty: 4779.034668
	Iteration 47Q: 3 clusters Score -1374607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1374606.875000 Penalty: 4779.034668
	Iteration 48F: 3 clusters Score -1374607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (407295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407295 members 
Entering Unmasked Estep 
Score: -35901968.000000 Penalty: 3203.488525
	Iteration 0F: 2 clusters Score -3.590197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204329 members 
Mstep: Class 2 contains 202966 members 
Entering Unmasked Estep 
Score: -35632292.000000 Penalty: 6406.977051
	Iteration 0F: 3 clusters Score -3.563229e+07 nChanged 198450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221769 members 
Mstep: Class 2 contains 185526 members 
Entering Unmasked Estep 
Score: -35753152.000000 Penalty: 6406.977051
	Iteration 1F: 3 clusters Score -3.575315e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 175200 members 
Entering Unmasked Estep 
Score: -35758108.000000 Penalty: 6406.977051
	Iteration 2Q: 3 clusters Score -3.575811e+07 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248012 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -35766544.000000 Penalty: 6406.977051
	Iteration 3Q: 3 clusters Score -3.576654e+07 nChanged 25019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271297 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -35781928.000000 Penalty: 6406.977051
	Iteration 4F: 3 clusters Score -3.578193e+07 nChanged 32137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302472 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -35807672.000000 Penalty: 6406.977051
	Iteration 5F: 3 clusters Score -3.580767e+07 nChanged 35158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337216 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -35840920.000000 Penalty: 6406.977051
	Iteration 6F: 3 clusters Score -3.584092e+07 nChanged 29511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366615 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -35868552.000000 Penalty: 6406.977051
	Iteration 7F: 3 clusters Score -3.586855e+07 nChanged 18826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385401 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -35884852.000000 Penalty: 6406.977051
	Iteration 8Q: 3 clusters Score -3.588485e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395373 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -35892928.000000 Penalty: 6406.977051
	Iteration 9Q: 3 clusters Score -3.589293e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400391 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -35896388.000000 Penalty: 6406.977051
	Iteration 10Q: 3 clusters Score -3.589639e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402882 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -35898016.000000 Penalty: 6406.977051
	Iteration 11Q: 3 clusters Score -3.589802e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404234 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -35898772.000000 Penalty: 6406.977051
	Iteration 12Q: 3 clusters Score -3.589877e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404940 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -35899104.000000 Penalty: 6406.977051
	Iteration 13Q: 3 clusters Score -3.58991e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405346 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -35899520.000000 Penalty: 6406.977051
	Iteration 14Q: 3 clusters Score -3.589952e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405575 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -35899740.000000 Penalty: 6406.977051
	Iteration 15Q: 3 clusters Score -3.589974e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405699 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -35899908.000000 Penalty: 6406.977051
	Iteration 16Q: 3 clusters Score -3.589991e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405738 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -35900008.000000 Penalty: 6406.977051
	Iteration 17Q: 3 clusters Score -3.590001e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405787 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -35900108.000000 Penalty: 6406.977051
	Iteration 18Q: 3 clusters Score -3.590011e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405811 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -35900112.000000 Penalty: 6406.977051
	Iteration 19Q: 3 clusters Score -3.590011e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405839 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -35900140.000000 Penalty: 6406.977051
	Iteration 20F: 3 clusters Score -3.590014e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405846 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -35900204.000000 Penalty: 6406.977051
	Iteration 21Q: 3 clusters Score -3.59002e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405847 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -35900256.000000 Penalty: 6406.977051
	Iteration 22Q: 3 clusters Score -3.590026e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405854 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -35900268.000000 Penalty: 6406.977051
	Iteration 23Q: 3 clusters Score -3.590027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405865 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -35900256.000000 Penalty: 6406.977051
	Iteration 24Q: 3 clusters Score -3.590026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405863 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -35900276.000000 Penalty: 6406.977051
	Iteration 25Q: 3 clusters Score -3.590028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405868 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -35900272.000000 Penalty: 6406.977051
	Iteration 26Q: 3 clusters Score -3.590027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405870 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -35900292.000000 Penalty: 6406.977051
	Iteration 27Q: 3 clusters Score -3.590029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405875 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -35900284.000000 Penalty: 6406.977051
	Iteration 28Q: 3 clusters Score -3.590028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405878 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -35900332.000000 Penalty: 6406.977051
	Iteration 29Q: 3 clusters Score -3.590033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405888 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -35900288.000000 Penalty: 6406.977051
	Iteration 30Q: 3 clusters Score -3.590029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405890 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -35900288.000000 Penalty: 6406.977051
	Iteration 31Q: 3 clusters Score -3.590029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405893 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -35900312.000000 Penalty: 6406.977051
	Iteration 32Q: 3 clusters Score -3.590031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405894 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -35900324.000000 Penalty: 6406.977051
	Iteration 33Q: 3 clusters Score -3.590032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -35900328.000000 Penalty: 6406.977051
	Iteration 34Q: 3 clusters Score -3.590033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405898 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -35900328.000000 Penalty: 6406.977051
	Iteration 35Q: 3 clusters Score -3.590033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405901 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -35900312.000000 Penalty: 6406.977051
	Iteration 36Q: 3 clusters Score -3.590031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405901 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -35900304.000000 Penalty: 6406.977051
	Iteration 37Q: 3 clusters Score -3.59003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -35900324.000000 Penalty: 6406.977051
	Iteration 38Q: 3 clusters Score -3.590032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -35900324.000000 Penalty: 6406.977051
	Iteration 39F: 3 clusters Score -3.590032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -450085.531250 Penalty: 2124.505615
	Iteration 0F: 2 clusters Score -450085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -445447.781250 Penalty: 4249.011230
	Iteration 0F: 3 clusters Score -445447.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -446591.812500 Penalty: 4249.011230
	Iteration 1F: 3 clusters Score -446591.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -446874.875000 Penalty: 4249.011230
	Iteration 2F: 3 clusters Score -446874.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -447059.593750 Penalty: 4249.011230
	Iteration 3F: 3 clusters Score -447059.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -447241.250000 Penalty: 4249.011230
	Iteration 4Q: 3 clusters Score -447241.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -447401.468750 Penalty: 4249.011230
	Iteration 5Q: 3 clusters Score -447401.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -447508.781250 Penalty: 4249.011230
	Iteration 6Q: 3 clusters Score -447508.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -447616.656250 Penalty: 4249.011230
	Iteration 7Q: 3 clusters Score -447616.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -447737.656250 Penalty: 4249.011230
	Iteration 8Q: 3 clusters Score -447737.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -447844.718750 Penalty: 4249.011230
	Iteration 9Q: 3 clusters Score -447844.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -447950.406250 Penalty: 4249.011230
	Iteration 10Q: 3 clusters Score -447950.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -448046.437500 Penalty: 4249.011230
	Iteration 11Q: 3 clusters Score -448046.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -448109.625000 Penalty: 4249.011230
	Iteration 12Q: 3 clusters Score -448109.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -448155.718750 Penalty: 4249.011230
	Iteration 13Q: 3 clusters Score -448155.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -448192.937500 Penalty: 4249.011230
	Iteration 14Q: 3 clusters Score -448192.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -448219.968750 Penalty: 4249.011230
	Iteration 15Q: 3 clusters Score -448220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -448244.843750 Penalty: 4249.011230
	Iteration 16Q: 3 clusters Score -448244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -448270.187500 Penalty: 4249.011230
	Iteration 17Q: 3 clusters Score -448270.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -448297.937500 Penalty: 4249.011230
	Iteration 18Q: 3 clusters Score -448297.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -448318.718750 Penalty: 4249.011230
	Iteration 19Q: 3 clusters Score -448318.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -448338.187500 Penalty: 4249.011230
	Iteration 20F: 3 clusters Score -448338.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -448350.562500 Penalty: 4249.011230
	Iteration 21Q: 3 clusters Score -448350.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -448358.031250 Penalty: 4249.011230
	Iteration 22Q: 3 clusters Score -448358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -448366.343750 Penalty: 4249.011230
	Iteration 23Q: 3 clusters Score -448366.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -448375.750000 Penalty: 4249.011230
	Iteration 24Q: 3 clusters Score -448375.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -448383.593750 Penalty: 4249.011230
	Iteration 25Q: 3 clusters Score -448383.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -448387.625000 Penalty: 4249.011230
	Iteration 26Q: 3 clusters Score -448387.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -448393.625000 Penalty: 4249.011230
	Iteration 27Q: 3 clusters Score -448393.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -448397.156250 Penalty: 4249.011230
	Iteration 28Q: 3 clusters Score -448397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -448400.593750 Penalty: 4249.011230
	Iteration 29Q: 3 clusters Score -448400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -448403.187500 Penalty: 4249.011230
	Iteration 30Q: 3 clusters Score -448403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -448408.093750 Penalty: 4249.011230
	Iteration 31Q: 3 clusters Score -448408.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -448409.531250 Penalty: 4249.011230
	Iteration 32Q: 3 clusters Score -448409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -448413.000000 Penalty: 4249.011230
	Iteration 33Q: 3 clusters Score -448413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -448414.437500 Penalty: 4249.011230
	Iteration 34Q: 3 clusters Score -448414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -448416.250000 Penalty: 4249.011230
	Iteration 35Q: 3 clusters Score -448416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -448416.656250 Penalty: 4249.011230
	Iteration 36Q: 3 clusters Score -448416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -448417.343750 Penalty: 4249.011230
	Iteration 37Q: 3 clusters Score -448417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -448416.125000 Penalty: 4249.011230
	Iteration 38Q: 3 clusters Score -448416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -448417.593750 Penalty: 4249.011230
	Iteration 39Q: 3 clusters Score -448417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -448418.406250 Penalty: 4249.011230
	Iteration 40F: 3 clusters Score -448418.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Entering Unmasked Estep 
Score: -13766061.000000 Penalty: 2961.097900
	Iteration 0F: 2 clusters Score -1.376606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -13663551.000000 Penalty: 5922.195801
	Iteration 0F: 3 clusters Score -1.366355e+07 nChanged 73341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -13707186.000000 Penalty: 5922.195801
	Iteration 1F: 3 clusters Score -1.370719e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -13709529.000000 Penalty: 5922.195801
	Iteration 2Q: 3 clusters Score -1.370953e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -13713107.000000 Penalty: 5922.195801
	Iteration 3Q: 3 clusters Score -1.371311e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -13718293.000000 Penalty: 5922.195801
	Iteration 4F: 3 clusters Score -1.371829e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -13725161.000000 Penalty: 5922.195801
	Iteration 5F: 3 clusters Score -1.372516e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -13732191.000000 Penalty: 5922.195801
	Iteration 6F: 3 clusters Score -1.373219e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -13738277.000000 Penalty: 5922.195801
	Iteration 7F: 3 clusters Score -1.373828e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -13742653.000000 Penalty: 5922.195801
	Iteration 8F: 3 clusters Score -1.374265e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -13745747.000000 Penalty: 5922.195801
	Iteration 9Q: 3 clusters Score -1.374575e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -13748106.000000 Penalty: 5922.195801
	Iteration 10Q: 3 clusters Score -1.374811e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 122094 members 
Entering Unmasked Estep 
Score: -13749908.000000 Penalty: 5922.195801
	Iteration 11Q: 3 clusters Score -1.374991e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -13751418.000000 Penalty: 5922.195801
	Iteration 12Q: 3 clusters Score -1.375142e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -13752628.000000 Penalty: 5922.195801
	Iteration 13Q: 3 clusters Score -1.375263e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -13753884.000000 Penalty: 5922.195801
	Iteration 14Q: 3 clusters Score -1.375388e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
Score: -13755195.000000 Penalty: 5922.195801
	Iteration 15Q: 3 clusters Score -1.37552e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -13756327.000000 Penalty: 5922.195801
	Iteration 16Q: 3 clusters Score -1.375633e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 139692 members 
Entering Unmasked Estep 
Score: -13757443.000000 Penalty: 5922.195801
	Iteration 17Q: 3 clusters Score -1.375744e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 141970 members 
Entering Unmasked Estep 
Score: -13758551.000000 Penalty: 5922.195801
	Iteration 18Q: 3 clusters Score -1.375855e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -13759556.000000 Penalty: 5922.195801
	Iteration 19Q: 3 clusters Score -1.375956e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -13760448.000000 Penalty: 5922.195801
	Iteration 20F: 3 clusters Score -1.376045e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -13761216.000000 Penalty: 5922.195801
	Iteration 21Q: 3 clusters Score -1.376122e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 148548 members 
Entering Unmasked Estep 
Score: -13761744.000000 Penalty: 5922.195801
	Iteration 22Q: 3 clusters Score -1.376174e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -13762217.000000 Penalty: 5922.195801
	Iteration 23Q: 3 clusters Score -1.376222e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 150210 members 
Entering Unmasked Estep 
Score: -13762462.000000 Penalty: 5922.195801
	Iteration 24Q: 3 clusters Score -1.376246e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -13762718.000000 Penalty: 5922.195801
	Iteration 25Q: 3 clusters Score -1.376272e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 151061 members 
Entering Unmasked Estep 
Score: -13762863.000000 Penalty: 5922.195801
	Iteration 26Q: 3 clusters Score -1.376286e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -13763023.000000 Penalty: 5922.195801
	Iteration 27Q: 3 clusters Score -1.376302e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -13763159.000000 Penalty: 5922.195801
	Iteration 28Q: 3 clusters Score -1.376316e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -13763253.000000 Penalty: 5922.195801
	Iteration 29Q: 3 clusters Score -1.376325e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 151815 members 
Entering Unmasked Estep 
Score: -13763312.000000 Penalty: 5922.195801
	Iteration 30Q: 3 clusters Score -1.376331e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -13763340.000000 Penalty: 5922.195801
	Iteration 31Q: 3 clusters Score -1.376334e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -13763373.000000 Penalty: 5922.195801
	Iteration 32Q: 3 clusters Score -1.376337e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -13763405.000000 Penalty: 5922.195801
	Iteration 33Q: 3 clusters Score -1.37634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 152039 members 
Entering Unmasked Estep 
Score: -13763405.000000 Penalty: 5922.195801
	Iteration 34Q: 3 clusters Score -1.37634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -13763405.000000 Penalty: 5922.195801
	Iteration 35Q: 3 clusters Score -1.37634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -13763426.000000 Penalty: 5922.195801
	Iteration 36Q: 3 clusters Score -1.376343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -13763419.000000 Penalty: 5922.195801
	Iteration 37Q: 3 clusters Score -1.376342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 152104 members 
Entering Unmasked Estep 
Score: -13763438.000000 Penalty: 5922.195801
	Iteration 38Q: 3 clusters Score -1.376344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -13763437.000000 Penalty: 5922.195801
	Iteration 39Q: 3 clusters Score -1.376344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 152138 members 
Entering Unmasked Estep 
Score: -13763466.000000 Penalty: 5922.195801
	Iteration 40F: 3 clusters Score -1.376347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -13763470.000000 Penalty: 5922.195801
	Iteration 41Q: 3 clusters Score -1.376347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 152161 members 
Entering Unmasked Estep 
Score: -13763476.000000 Penalty: 5922.195801
	Iteration 42Q: 3 clusters Score -1.376348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -13763463.000000 Penalty: 5922.195801
	Iteration 43Q: 3 clusters Score -1.376346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -13763465.000000 Penalty: 5922.195801
	Iteration 44Q: 3 clusters Score -1.376346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -13763464.000000 Penalty: 5922.195801
	Iteration 45Q: 3 clusters Score -1.376346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -13763477.000000 Penalty: 5922.195801
	Iteration 46Q: 3 clusters Score -1.376348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 152208 members 
Entering Unmasked Estep 
Score: -13763475.000000 Penalty: 5922.195801
	Iteration 47Q: 3 clusters Score -1.376348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -13763486.000000 Penalty: 5922.195801
	Iteration 48Q: 3 clusters Score -1.376349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -13763490.000000 Penalty: 5922.195801
	Iteration 49Q: 3 clusters Score -1.376349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -13763492.000000 Penalty: 5922.195801
	Iteration 50Q: 3 clusters Score -1.376349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -13763491.000000 Penalty: 5922.195801
	Iteration 51Q: 3 clusters Score -1.376349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 152235 members 
Entering Unmasked Estep 
Score: -13763497.000000 Penalty: 5922.195801
	Iteration 52Q: 3 clusters Score -1.37635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -13763502.000000 Penalty: 5922.195801
	Iteration 53Q: 3 clusters Score -1.37635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 152244 members 
Entering Unmasked Estep 
Score: -13763501.000000 Penalty: 5922.195801
	Iteration 54Q: 3 clusters Score -1.37635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -13763515.000000 Penalty: 5922.195801
	Iteration 55Q: 3 clusters Score -1.376352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 152258 members 
Entering Unmasked Estep 
Score: -13763518.000000 Penalty: 5922.195801
	Iteration 56Q: 3 clusters Score -1.376352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -13763525.000000 Penalty: 5922.195801
	Iteration 57Q: 3 clusters Score -1.376352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 152272 members 
Entering Unmasked Estep 
Score: -13763532.000000 Penalty: 5922.195801
	Iteration 58Q: 3 clusters Score -1.376353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
Score: -13763526.000000 Penalty: 5922.195801
	Iteration 59Q: 3 clusters Score -1.376353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -13763528.000000 Penalty: 5922.195801
	Iteration 60F: 3 clusters Score -1.376353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -13763525.000000 Penalty: 5922.195801
	Iteration 61Q: 3 clusters Score -1.376352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 152281 members 
Entering Unmasked Estep 
Score: -13763518.000000 Penalty: 5922.195801
	Iteration 62Q: 3 clusters Score -1.376352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -13763512.000000 Penalty: 5922.195801
	Iteration 63Q: 3 clusters Score -1.376351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -13763512.000000 Penalty: 5922.195801
	Iteration 64F: 3 clusters Score -1.376351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Entering Unmasked Estep 
Score: -6253388.000000 Penalty: 2765.243408
	Iteration 0F: 2 clusters Score -6253388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -6206831.000000 Penalty: 5530.486816
	Iteration 0F: 3 clusters Score -6206831 nChanged 32619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -6225549.000000 Penalty: 5530.486816
	Iteration 1F: 3 clusters Score -6225549 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -6226955.000000 Penalty: 5530.486816
	Iteration 2Q: 3 clusters Score -6226955 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -6228746.500000 Penalty: 5530.486816
	Iteration 3F: 3 clusters Score -6228746 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -6230577.000000 Penalty: 5530.486816
	Iteration 4F: 3 clusters Score -6230577 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6232241.500000 Penalty: 5530.486816
	Iteration 5F: 3 clusters Score -6232242 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -6233875.500000 Penalty: 5530.486816
	Iteration 6F: 3 clusters Score -6233876 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -6235476.000000 Penalty: 5530.486816
	Iteration 7Q: 3 clusters Score -6235476 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6237129.000000 Penalty: 5530.486816
	Iteration 8Q: 3 clusters Score -6237129 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6238896.500000 Penalty: 5530.486816
	Iteration 9Q: 3 clusters Score -6238896 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6240575 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -6242038.000000 Penalty: 5530.486816
	Iteration 11Q: 3 clusters Score -6242038 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6242958.000000 Penalty: 5530.486816
	Iteration 12Q: 3 clusters Score -6242958 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -6243458.000000 Penalty: 5530.486816
	Iteration 13Q: 3 clusters Score -6243458 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6243636.500000 Penalty: 5530.486816
	Iteration 14Q: 3 clusters Score -6243636 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -6243794.000000 Penalty: 5530.486816
	Iteration 15Q: 3 clusters Score -6243794 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -6243884.500000 Penalty: 5530.486816
	Iteration 16Q: 3 clusters Score -6243884 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -6243921.500000 Penalty: 5530.486816
	Iteration 17Q: 3 clusters Score -6243922 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6243959.500000 Penalty: 5530.486816
	Iteration 18Q: 3 clusters Score -6243960 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6243972.500000 Penalty: 5530.486816
	Iteration 19Q: 3 clusters Score -6243972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -6244014.500000 Penalty: 5530.486816
	Iteration 20F: 3 clusters Score -6244014 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6244056.500000 Penalty: 5530.486816
	Iteration 21Q: 3 clusters Score -6244056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6244076.000000 Penalty: 5530.486816
	Iteration 22Q: 3 clusters Score -6244076 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -6244083.000000 Penalty: 5530.486816
	Iteration 23Q: 3 clusters Score -6244083 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -6244112.500000 Penalty: 5530.486816
	Iteration 24Q: 3 clusters Score -6244112 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -6244144.500000 Penalty: 5530.486816
	Iteration 25Q: 3 clusters Score -6244144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -6244178.000000 Penalty: 5530.486816
	Iteration 26Q: 3 clusters Score -6244178 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6244214.000000 Penalty: 5530.486816
	Iteration 27Q: 3 clusters Score -6244214 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6244250.500000 Penalty: 5530.486816
	Iteration 28Q: 3 clusters Score -6244250 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6244271.500000 Penalty: 5530.486816
	Iteration 29Q: 3 clusters Score -6244272 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -6244309.500000 Penalty: 5530.486816
	Iteration 30Q: 3 clusters Score -6244310 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6244338.000000 Penalty: 5530.486816
	Iteration 31Q: 3 clusters Score -6244338 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6244381.000000 Penalty: 5530.486816
	Iteration 32Q: 3 clusters Score -6244381 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -6244423.500000 Penalty: 5530.486816
	Iteration 33Q: 3 clusters Score -6244424 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6244460.000000 Penalty: 5530.486816
	Iteration 34Q: 3 clusters Score -6244460 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -6244509.500000 Penalty: 5530.486816
	Iteration 35Q: 3 clusters Score -6244510 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -6244546.500000 Penalty: 5530.486816
	Iteration 36Q: 3 clusters Score -6244546 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6244590.000000 Penalty: 5530.486816
	Iteration 37Q: 3 clusters Score -6244590 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -6244622.000000 Penalty: 5530.486816
	Iteration 38Q: 3 clusters Score -6244622 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -6244650.500000 Penalty: 5530.486816
	Iteration 39Q: 3 clusters Score -6244650 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -6244696.000000 Penalty: 5530.486816
	Iteration 40F: 3 clusters Score -6244696 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6244746.500000 Penalty: 5530.486816
	Iteration 41Q: 3 clusters Score -6244746 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -6244765.500000 Penalty: 5530.486816
	Iteration 42Q: 3 clusters Score -6244766 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -6244861.000000 Penalty: 5530.486816
	Iteration 43Q: 3 clusters Score -6244861 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -6244906.000000 Penalty: 5530.486816
	Iteration 44Q: 3 clusters Score -6244906 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6244965.000000 Penalty: 5530.486816
	Iteration 45Q: 3 clusters Score -6244965 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -6245046.500000 Penalty: 5530.486816
	Iteration 46Q: 3 clusters Score -6245046 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6245148.000000 Penalty: 5530.486816
	Iteration 47Q: 3 clusters Score -6245148 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6245225.500000 Penalty: 5530.486816
	Iteration 48Q: 3 clusters Score -6245226 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -6245331.000000 Penalty: 5530.486816
	Iteration 49Q: 3 clusters Score -6245331 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -6245448.000000 Penalty: 5530.486816
	Iteration 50Q: 3 clusters Score -6245448 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6245525.000000 Penalty: 5530.486816
	Iteration 51Q: 3 clusters Score -6245525 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6245640.000000 Penalty: 5530.486816
	Iteration 52Q: 3 clusters Score -6245640 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -6245778.000000 Penalty: 5530.486816
	Iteration 53Q: 3 clusters Score -6245778 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -6245970.500000 Penalty: 5530.486816
	Iteration 54Q: 3 clusters Score -6245970 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -6246269.500000 Penalty: 5530.486816
	Iteration 55Q: 3 clusters Score -6246270 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -6246570.500000 Penalty: 5530.486816
	Iteration 56Q: 3 clusters Score -6246570 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6246917.500000 Penalty: 5530.486816
	Iteration 57Q: 3 clusters Score -6246918 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -6247259.000000 Penalty: 5530.486816
	Iteration 58Q: 3 clusters Score -6247259 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -6247601.000000 Penalty: 5530.486816
	Iteration 59Q: 3 clusters Score -6247601 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -6248022.000000 Penalty: 5530.486816
	Iteration 60F: 3 clusters Score -6248022 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -6248525.500000 Penalty: 5530.486816
	Iteration 61Q: 3 clusters Score -6248526 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -6248987.500000 Penalty: 5530.486816
	Iteration 62Q: 3 clusters Score -6248988 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6249485.500000 Penalty: 5530.486816
	Iteration 63Q: 3 clusters Score -6249486 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -6250013.000000 Penalty: 5530.486816
	Iteration 64Q: 3 clusters Score -6250013 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6250491.000000 Penalty: 5530.486816
	Iteration 65Q: 3 clusters Score -6250491 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6250945.000000 Penalty: 5530.486816
	Iteration 66Q: 3 clusters Score -6250945 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6251354.500000 Penalty: 5530.486816
	Iteration 67Q: 3 clusters Score -6251354 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6251700.000000 Penalty: 5530.486816
	Iteration 68Q: 3 clusters Score -6251700 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6252008.000000 Penalty: 5530.486816
	Iteration 69Q: 3 clusters Score -6252008 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6252274.000000 Penalty: 5530.486816
	Iteration 70Q: 3 clusters Score -6252274 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6252389.000000 Penalty: 5530.486816
	Iteration 71Q: 3 clusters Score -6252389 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6252477.500000 Penalty: 5530.486816
	Iteration 72Q: 3 clusters Score -6252478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6252553.500000 Penalty: 5530.486816
	Iteration 73Q: 3 clusters Score -6252554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6252598.000000 Penalty: 5530.486816
	Iteration 74Q: 3 clusters Score -6252598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6252620.000000 Penalty: 5530.486816
	Iteration 75Q: 3 clusters Score -6252620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6252633.500000 Penalty: 5530.486816
	Iteration 76Q: 3 clusters Score -6252634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6252635.000000 Penalty: 5530.486816
	Iteration 77Q: 3 clusters Score -6252635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6252639.500000 Penalty: 5530.486816
	Iteration 78Q: 3 clusters Score -6252640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6252645.500000 Penalty: 5530.486816
	Iteration 79Q: 3 clusters Score -6252646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6252652.500000 Penalty: 5530.486816
	Iteration 80F: 3 clusters Score -6252652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6252651.000000 Penalty: 5530.486816
	Iteration 81Q: 3 clusters Score -6252651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6252660.500000 Penalty: 5530.486816
	Iteration 82Q: 3 clusters Score -6252660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6252663.000000 Penalty: 5530.486816
	Iteration 83Q: 3 clusters Score -6252663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6252666.000000 Penalty: 5530.486816
	Iteration 84Q: 3 clusters Score -6252666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6252663.000000 Penalty: 5530.486816
	Iteration 85Q: 3 clusters Score -6252663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6252661.500000 Penalty: 5530.486816
	Iteration 86Q: 3 clusters Score -6252662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6252661.500000 Penalty: 5530.486816
	Iteration 87F: 3 clusters Score -6252662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -280284.375000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -280284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -276484.968750 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -276485 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -277615.406250 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -277615.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -278001.093750 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -278001.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -278295.781250 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -278295.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -278507.593750 Penalty: 4106.855957
	Iteration 4F: 3 clusters Score -278507.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -278656.656250 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -278656.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -278787.281250 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -278787.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -278892.375000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -278892.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -278979.843750 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -278979.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279060.437500 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -279060.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -279104.531250 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -279104.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -279148.062500 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -279148.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -279176.593750 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -279176.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -279197.718750 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -279197.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -279213.062500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -279213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -279229.500000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -279229.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -279245.781250 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -279245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -279255.125000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -279255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -279261.062500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -279261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -279263.000000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -279263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -279268.656250 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -279268.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -279280.468750 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -279280.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -279283.437500 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -279283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -279285.562500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -279285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -279288.437500 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -279288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -279291.656250 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -279291.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -279296.125000 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -279296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -279300.843750 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -279300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -279304.156250 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -279304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -279305.625000 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -279305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -279306.625000 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -279306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -279306.875000 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -279306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -279306.875000 Penalty: 4106.855957
	Iteration 32F: 3 clusters Score -279306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Entering Unmasked Estep 
Score: -6269513.000000 Penalty: 2765.164795
	Iteration 0F: 2 clusters Score -6269513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6222814.000000 Penalty: 5530.329590
	Iteration 0F: 3 clusters Score -6222814 nChanged 32606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6241163.500000 Penalty: 5530.329590
	Iteration 1F: 3 clusters Score -6241164 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -6241884.000000 Penalty: 5530.329590
	Iteration 2Q: 3 clusters Score -6241884 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -6242529.500000 Penalty: 5530.329590
	Iteration 3Q: 3 clusters Score -6242530 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -6243288.500000 Penalty: 5530.329590
	Iteration 4Q: 3 clusters Score -6243288 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -6244256.000000 Penalty: 5530.329590
	Iteration 5Q: 3 clusters Score -6244256 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -6245466.000000 Penalty: 5530.329590
	Iteration 6Q: 3 clusters Score -6245466 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6247205.000000 Penalty: 5530.329590
	Iteration 7Q: 3 clusters Score -6247205 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -6249687.000000 Penalty: 5530.329590
	Iteration 8F: 3 clusters Score -6249687 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6253012.500000 Penalty: 5530.329590
	Iteration 9F: 3 clusters Score -6253012 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -6256854.000000 Penalty: 5530.329590
	Iteration 10F: 3 clusters Score -6256854 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -6260220.500000 Penalty: 5530.329590
	Iteration 11F: 3 clusters Score -6260220 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -6262770.000000 Penalty: 5530.329590
	Iteration 12Q: 3 clusters Score -6262770 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -6264478.500000 Penalty: 5530.329590
	Iteration 13Q: 3 clusters Score -6264478 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -6265526.500000 Penalty: 5530.329590
	Iteration 14Q: 3 clusters Score -6265526 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -6266191.000000 Penalty: 5530.329590
	Iteration 15Q: 3 clusters Score -6266191 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -6266512.000000 Penalty: 5530.329590
	Iteration 16Q: 3 clusters Score -6266512 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -6266740.000000 Penalty: 5530.329590
	Iteration 17Q: 3 clusters Score -6266740 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -6266881.000000 Penalty: 5530.329590
	Iteration 18Q: 3 clusters Score -6266881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -6266994.500000 Penalty: 5530.329590
	Iteration 19Q: 3 clusters Score -6266994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -6267069.000000 Penalty: 5530.329590
	Iteration 20F: 3 clusters Score -6267069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -6267112.500000 Penalty: 5530.329590
	Iteration 21Q: 3 clusters Score -6267112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -6267128.000000 Penalty: 5530.329590
	Iteration 22Q: 3 clusters Score -6267128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -6267155.000000 Penalty: 5530.329590
	Iteration 23Q: 3 clusters Score -6267155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -6267169.000000 Penalty: 5530.329590
	Iteration 24Q: 3 clusters Score -6267169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -6267181.000000 Penalty: 5530.329590
	Iteration 25Q: 3 clusters Score -6267181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -6267189.500000 Penalty: 5530.329590
	Iteration 26Q: 3 clusters Score -6267190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -6267200.000000 Penalty: 5530.329590
	Iteration 27Q: 3 clusters Score -6267200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -6267209.500000 Penalty: 5530.329590
	Iteration 28Q: 3 clusters Score -6267210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -6267232.000000 Penalty: 5530.329590
	Iteration 29Q: 3 clusters Score -6267232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -6267233.000000 Penalty: 5530.329590
	Iteration 30Q: 3 clusters Score -6267233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -6267239.000000 Penalty: 5530.329590
	Iteration 31Q: 3 clusters Score -6267239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -6267242.000000 Penalty: 5530.329590
	Iteration 32Q: 3 clusters Score -6267242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -6267246.000000 Penalty: 5530.329590
	Iteration 33Q: 3 clusters Score -6267246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -6267244.500000 Penalty: 5530.329590
	Iteration 34Q: 3 clusters Score -6267244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -6267247.000000 Penalty: 5530.329590
	Iteration 35Q: 3 clusters Score -6267247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -6267257.500000 Penalty: 5530.329590
	Iteration 36Q: 3 clusters Score -6267258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -6267255.500000 Penalty: 5530.329590
	Iteration 37Q: 3 clusters Score -6267256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -6267258.000000 Penalty: 5530.329590
	Iteration 38Q: 3 clusters Score -6267258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -6267263.000000 Penalty: 5530.329590
	Iteration 39Q: 3 clusters Score -6267263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -6267269.500000 Penalty: 5530.329590
	Iteration 40F: 3 clusters Score -6267270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Entering Unmasked Estep 
Score: -2407191.000000 Penalty: 2527.199219
	Iteration 0F: 2 clusters Score -2407191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2388842.500000 Penalty: 5054.398438
	Iteration 0F: 3 clusters Score -2388842 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2395422.000000 Penalty: 5054.398438
	Iteration 1F: 3 clusters Score -2395422 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2395916.000000 Penalty: 5054.398438
	Iteration 2F: 3 clusters Score -2395916 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2396349.750000 Penalty: 5054.398438
	Iteration 3Q: 3 clusters Score -2396350 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2396773.500000 Penalty: 5054.398438
	Iteration 4Q: 3 clusters Score -2396774 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2397200.250000 Penalty: 5054.398438
	Iteration 5Q: 3 clusters Score -2397200 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2397601.500000 Penalty: 5054.398438
	Iteration 6Q: 3 clusters Score -2397602 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2398112.000000 Penalty: 5054.398438
	Iteration 7Q: 3 clusters Score -2398112 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2398697.250000 Penalty: 5054.398438
	Iteration 8Q: 3 clusters Score -2398697 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2399461.000000 Penalty: 5054.398438
	Iteration 9F: 3 clusters Score -2399461 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2400444.250000 Penalty: 5054.398438
	Iteration 10F: 3 clusters Score -2400444 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2401619.250000 Penalty: 5054.398438
	Iteration 11F: 3 clusters Score -2401619 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2402762.750000 Penalty: 5054.398438
	Iteration 12F: 3 clusters Score -2402763 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2403698.500000 Penalty: 5054.398438
	Iteration 13Q: 3 clusters Score -2403698 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2404289.250000 Penalty: 5054.398438
	Iteration 14Q: 3 clusters Score -2404289 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2404655.250000 Penalty: 5054.398438
	Iteration 15Q: 3 clusters Score -2404655 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2404843.000000 Penalty: 5054.398438
	Iteration 16Q: 3 clusters Score -2404843 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2404951.750000 Penalty: 5054.398438
	Iteration 17Q: 3 clusters Score -2404952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2405009.500000 Penalty: 5054.398438
	Iteration 18Q: 3 clusters Score -2405010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2405052.500000 Penalty: 5054.398438
	Iteration 19Q: 3 clusters Score -2405052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2405078.250000 Penalty: 5054.398438
	Iteration 20F: 3 clusters Score -2405078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2405095.500000 Penalty: 5054.398438
	Iteration 21Q: 3 clusters Score -2405096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2405104.500000 Penalty: 5054.398438
	Iteration 22Q: 3 clusters Score -2405104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2405110.500000 Penalty: 5054.398438
	Iteration 23Q: 3 clusters Score -2405110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2405112.750000 Penalty: 5054.398438
	Iteration 24Q: 3 clusters Score -2405113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2405115.500000 Penalty: 5054.398438
	Iteration 25Q: 3 clusters Score -2405116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2405119.500000 Penalty: 5054.398438
	Iteration 26Q: 3 clusters Score -2405120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2405119.500000 Penalty: 5054.398438
	Iteration 27F: 3 clusters Score -2405120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (207048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207048 members 
Entering Unmasked Estep 
Score: -18189098.000000 Penalty: 3035.695068
	Iteration 0F: 2 clusters Score -1.81891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -18050064.000000 Penalty: 6071.390137
	Iteration 0F: 3 clusters Score -1.805006e+07 nChanged 99492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -18108712.000000 Penalty: 6071.390137
	Iteration 1F: 3 clusters Score -1.810871e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 114279 members 
Entering Unmasked Estep 
Score: -18110232.000000 Penalty: 6071.390137
	Iteration 2Q: 3 clusters Score -1.811023e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 120148 members 
Entering Unmasked Estep 
Score: -18112536.000000 Penalty: 6071.390137
	Iteration 3Q: 3 clusters Score -1.811254e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -18116672.000000 Penalty: 6071.390137
	Iteration 4Q: 3 clusters Score -1.811667e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
Score: -18124468.000000 Penalty: 6071.390137
	Iteration 5F: 3 clusters Score -1.812447e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -18138368.000000 Penalty: 6071.390137
	Iteration 6F: 3 clusters Score -1.813837e+07 nChanged 19784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 178915 members 
Entering Unmasked Estep 
Score: -18157742.000000 Penalty: 6071.390137
	Iteration 7F: 3 clusters Score -1.815774e+07 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 195012 members 
Entering Unmasked Estep 
Score: -18174564.000000 Penalty: 6071.390137
	Iteration 8F: 3 clusters Score -1.817456e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 203151 members 
Entering Unmasked Estep 
Score: -18182728.000000 Penalty: 6071.390137
	Iteration 9Q: 3 clusters Score -1.818273e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 205751 members 
Entering Unmasked Estep 
Score: -18185424.000000 Penalty: 6071.390137
	Iteration 10Q: 3 clusters Score -1.818542e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 206379 members 
Entering Unmasked Estep 
Score: -18186206.000000 Penalty: 6071.390137
	Iteration 11Q: 3 clusters Score -1.818621e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 206494 members 
Entering Unmasked Estep 
Score: -18186520.000000 Penalty: 6071.390137
	Iteration 12Q: 3 clusters Score -1.818652e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 206491 members 
Entering Unmasked Estep 
Score: -18186726.000000 Penalty: 6071.390137
	Iteration 13Q: 3 clusters Score -1.818673e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 206448 members 
Entering Unmasked Estep 
Score: -18186872.000000 Penalty: 6071.390137
	Iteration 14Q: 3 clusters Score -1.818687e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 206401 members 
Entering Unmasked Estep 
Score: -18186940.000000 Penalty: 6071.390137
	Iteration 15Q: 3 clusters Score -1.818694e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 206359 members 
Entering Unmasked Estep 
Score: -18187018.000000 Penalty: 6071.390137
	Iteration 16Q: 3 clusters Score -1.818702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 206325 members 
Entering Unmasked Estep 
Score: -18187064.000000 Penalty: 6071.390137
	Iteration 17Q: 3 clusters Score -1.818706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 206305 members 
Entering Unmasked Estep 
Score: -18187082.000000 Penalty: 6071.390137
	Iteration 18Q: 3 clusters Score -1.818708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 206290 members 
Entering Unmasked Estep 
Score: -18187124.000000 Penalty: 6071.390137
	Iteration 19Q: 3 clusters Score -1.818712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 206275 members 
Entering Unmasked Estep 
Score: -18187122.000000 Penalty: 6071.390137
	Iteration 20F: 3 clusters Score -1.818712e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 206263 members 
Entering Unmasked Estep 
Score: -18187146.000000 Penalty: 6071.390137
	Iteration 21Q: 3 clusters Score -1.818715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 206250 members 
Entering Unmasked Estep 
Score: -18187166.000000 Penalty: 6071.390137
	Iteration 22Q: 3 clusters Score -1.818717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 206244 members 
Entering Unmasked Estep 
Score: -18187182.000000 Penalty: 6071.390137
	Iteration 23Q: 3 clusters Score -1.818718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 206244 members 
Entering Unmasked Estep 
Score: -18187166.000000 Penalty: 6071.390137
	Iteration 24Q: 3 clusters Score -1.818717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 206238 members 
Entering Unmasked Estep 
Score: -18187166.000000 Penalty: 6071.390137
	Iteration 25Q: 3 clusters Score -1.818717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 206234 members 
Entering Unmasked Estep 
Score: -18187164.000000 Penalty: 6071.390137
	Iteration 26Q: 3 clusters Score -1.818716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 206227 members 
Entering Unmasked Estep 
Score: -18187168.000000 Penalty: 6071.390137
	Iteration 27Q: 3 clusters Score -1.818717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 206220 members 
Entering Unmasked Estep 
Score: -18187184.000000 Penalty: 6071.390137
	Iteration 28Q: 3 clusters Score -1.818718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 206215 members 
Entering Unmasked Estep 
Score: -18187184.000000 Penalty: 6071.390137
	Iteration 29Q: 3 clusters Score -1.818718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 206211 members 
Entering Unmasked Estep 
Score: -18187178.000000 Penalty: 6071.390137
	Iteration 30Q: 3 clusters Score -1.818718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 206209 members 
Entering Unmasked Estep 
Score: -18187174.000000 Penalty: 6071.390137
	Iteration 31Q: 3 clusters Score -1.818717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 206206 members 
Entering Unmasked Estep 
Score: -18187176.000000 Penalty: 6071.390137
	Iteration 32Q: 3 clusters Score -1.818718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 206206 members 
Entering Unmasked Estep 
Score: -18187176.000000 Penalty: 6071.390137
	Iteration 33F: 3 clusters Score -1.818718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209314 members 
Entering Unmasked Estep 
Score: -18635774.000000 Penalty: 3038.394531
	Iteration 0F: 2 clusters Score -1.863577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -18495450.000000 Penalty: 6076.789062
	Iteration 0F: 3 clusters Score -1.849545e+07 nChanged 100723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -18554476.000000 Penalty: 6076.789062
	Iteration 1F: 3 clusters Score -1.855448e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -18555634.000000 Penalty: 6076.789062
	Iteration 2Q: 3 clusters Score -1.855563e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -18557778.000000 Penalty: 6076.789062
	Iteration 3Q: 3 clusters Score -1.855778e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -18560844.000000 Penalty: 6076.789062
	Iteration 4Q: 3 clusters Score -1.856084e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 132357 members 
Entering Unmasked Estep 
Score: -18566370.000000 Penalty: 6076.789062
	Iteration 5F: 3 clusters Score -1.856637e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -18575724.000000 Penalty: 6076.789062
	Iteration 6F: 3 clusters Score -1.857572e+07 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 163108 members 
Entering Unmasked Estep 
Score: -18589728.000000 Penalty: 6076.789062
	Iteration 7F: 3 clusters Score -1.858973e+07 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 181232 members 
Entering Unmasked Estep 
Score: -18606712.000000 Penalty: 6076.789062
	Iteration 8F: 3 clusters Score -1.860671e+07 nChanged 14424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 195656 members 
Entering Unmasked Estep 
Score: -18620726.000000 Penalty: 6076.789062
	Iteration 9F: 3 clusters Score -1.862073e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 203727 members 
Entering Unmasked Estep 
Score: -18628242.000000 Penalty: 6076.789062
	Iteration 10Q: 3 clusters Score -1.862824e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 207046 members 
Entering Unmasked Estep 
Score: -18631130.000000 Penalty: 6076.789062
	Iteration 11Q: 3 clusters Score -1.863113e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 208270 members 
Entering Unmasked Estep 
Score: -18632264.000000 Penalty: 6076.789062
	Iteration 12Q: 3 clusters Score -1.863226e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 208686 members 
Entering Unmasked Estep 
Score: -18632706.000000 Penalty: 6076.789062
	Iteration 13Q: 3 clusters Score -1.863271e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 208844 members 
Entering Unmasked Estep 
Score: -18632864.000000 Penalty: 6076.789062
	Iteration 14Q: 3 clusters Score -1.863286e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 208909 members 
Entering Unmasked Estep 
Score: -18632968.000000 Penalty: 6076.789062
	Iteration 15Q: 3 clusters Score -1.863297e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 208947 members 
Entering Unmasked Estep 
Score: -18633024.000000 Penalty: 6076.789062
	Iteration 16Q: 3 clusters Score -1.863302e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 208962 members 
Entering Unmasked Estep 
Score: -18633048.000000 Penalty: 6076.789062
	Iteration 17Q: 3 clusters Score -1.863305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 208969 members 
Entering Unmasked Estep 
Score: -18633054.000000 Penalty: 6076.789062
	Iteration 18Q: 3 clusters Score -1.863305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 208978 members 
Entering Unmasked Estep 
Score: -18633064.000000 Penalty: 6076.789062
	Iteration 19Q: 3 clusters Score -1.863306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208987 members 
Entering Unmasked Estep 
Score: -18633070.000000 Penalty: 6076.789062
	Iteration 20F: 3 clusters Score -1.863307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 208993 members 
Entering Unmasked Estep 
Score: -18633092.000000 Penalty: 6076.789062
	Iteration 21Q: 3 clusters Score -1.863309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 209002 members 
Entering Unmasked Estep 
Score: -18633102.000000 Penalty: 6076.789062
	Iteration 22Q: 3 clusters Score -1.86331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 209003 members 
Entering Unmasked Estep 
Score: -18633104.000000 Penalty: 6076.789062
	Iteration 23Q: 3 clusters Score -1.86331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -18633098.000000 Penalty: 6076.789062
	Iteration 24Q: 3 clusters Score -1.86331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -18633104.000000 Penalty: 6076.789062
	Iteration 25Q: 3 clusters Score -1.86331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209006 members 
Entering Unmasked Estep 
Score: -18633112.000000 Penalty: 6076.789062
	Iteration 26Q: 3 clusters Score -1.863311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 209010 members 
Entering Unmasked Estep 
Score: -18633126.000000 Penalty: 6076.789062
	Iteration 27Q: 3 clusters Score -1.863313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -18633114.000000 Penalty: 6076.789062
	Iteration 28Q: 3 clusters Score -1.863311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -18633114.000000 Penalty: 6076.789062
	Iteration 29F: 3 clusters Score -1.863311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Entering Unmasked Estep 
Score: -2166136.000000 Penalty: 2509.991699
	Iteration 0F: 2 clusters Score -2166136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2148991.250000 Penalty: 5019.983398
	Iteration 0F: 3 clusters Score -2148991 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2154828.250000 Penalty: 5019.983398
	Iteration 1F: 3 clusters Score -2154828 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2155297.500000 Penalty: 5019.983398
	Iteration 2F: 3 clusters Score -2155298 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2155766.000000 Penalty: 5019.983398
	Iteration 3Q: 3 clusters Score -2155766 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2156266.500000 Penalty: 5019.983398
	Iteration 4Q: 3 clusters Score -2156266 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2156936.750000 Penalty: 5019.983398
	Iteration 5F: 3 clusters Score -2156937 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2157802.000000 Penalty: 5019.983398
	Iteration 6F: 3 clusters Score -2157802 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2158822.250000 Penalty: 5019.983398
	Iteration 7F: 3 clusters Score -2158822 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2159793.000000 Penalty: 5019.983398
	Iteration 8F: 3 clusters Score -2159793 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2160733.500000 Penalty: 5019.983398
	Iteration 9F: 3 clusters Score -2160734 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2161481.000000 Penalty: 5019.983398
	Iteration 10Q: 3 clusters Score -2161481 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2162110.750000 Penalty: 5019.983398
	Iteration 11Q: 3 clusters Score -2162111 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2162570.750000 Penalty: 5019.983398
	Iteration 12Q: 3 clusters Score -2162571 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2162965.750000 Penalty: 5019.983398
	Iteration 13Q: 3 clusters Score -2162966 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2163259.000000 Penalty: 5019.983398
	Iteration 14Q: 3 clusters Score -2163259 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2163442.750000 Penalty: 5019.983398
	Iteration 15Q: 3 clusters Score -2163443 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2163560.250000 Penalty: 5019.983398
	Iteration 16Q: 3 clusters Score -2163560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2163646.250000 Penalty: 5019.983398
	Iteration 17Q: 3 clusters Score -2163646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2163700.750000 Penalty: 5019.983398
	Iteration 18Q: 3 clusters Score -2163701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2163746.500000 Penalty: 5019.983398
	Iteration 19Q: 3 clusters Score -2163746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2163788.750000 Penalty: 5019.983398
	Iteration 20F: 3 clusters Score -2163789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2163812.500000 Penalty: 5019.983398
	Iteration 21Q: 3 clusters Score -2163812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2163825.750000 Penalty: 5019.983398
	Iteration 22Q: 3 clusters Score -2163826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2163857.750000 Penalty: 5019.983398
	Iteration 23Q: 3 clusters Score -2163858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2163872.750000 Penalty: 5019.983398
	Iteration 24Q: 3 clusters Score -2163873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2163883.750000 Penalty: 5019.983398
	Iteration 25Q: 3 clusters Score -2163884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2163897.750000 Penalty: 5019.983398
	Iteration 26Q: 3 clusters Score -2163898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2163906.500000 Penalty: 5019.983398
	Iteration 27Q: 3 clusters Score -2163906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2163915.500000 Penalty: 5019.983398
	Iteration 28Q: 3 clusters Score -2163916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2163923.000000 Penalty: 5019.983398
	Iteration 29Q: 3 clusters Score -2163923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2163929.750000 Penalty: 5019.983398
	Iteration 30Q: 3 clusters Score -2163930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2163936.000000 Penalty: 5019.983398
	Iteration 31Q: 3 clusters Score -2163936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2163943.250000 Penalty: 5019.983398
	Iteration 32Q: 3 clusters Score -2163943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2163951.250000 Penalty: 5019.983398
	Iteration 33Q: 3 clusters Score -2163951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2163956.500000 Penalty: 5019.983398
	Iteration 34Q: 3 clusters Score -2163956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2163967.750000 Penalty: 5019.983398
	Iteration 35Q: 3 clusters Score -2163968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2163975.000000 Penalty: 5019.983398
	Iteration 36Q: 3 clusters Score -2163975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2163979.250000 Penalty: 5019.983398
	Iteration 37Q: 3 clusters Score -2163979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2163982.000000 Penalty: 5019.983398
	Iteration 38Q: 3 clusters Score -2163982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2163985.750000 Penalty: 5019.983398
	Iteration 39Q: 3 clusters Score -2163986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2163987.250000 Penalty: 5019.983398
	Iteration 40F: 3 clusters Score -2163987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2163985.500000 Penalty: 5019.983398
	Iteration 41Q: 3 clusters Score -2163986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2163984.500000 Penalty: 5019.983398
	Iteration 42Q: 3 clusters Score -2163984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2163988.250000 Penalty: 5019.983398
	Iteration 43Q: 3 clusters Score -2163988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2163987.000000 Penalty: 5019.983398
	Iteration 44Q: 3 clusters Score -2163987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2163992.750000 Penalty: 5019.983398
	Iteration 45Q: 3 clusters Score -2163993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2163995.000000 Penalty: 5019.983398
	Iteration 46Q: 3 clusters Score -2163995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2163992.750000 Penalty: 5019.983398
	Iteration 47Q: 3 clusters Score -2163993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2163996.250000 Penalty: 5019.983398
	Iteration 48Q: 3 clusters Score -2163996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2163994.750000 Penalty: 5019.983398
	Iteration 49Q: 3 clusters Score -2163995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2163997.500000 Penalty: 5019.983398
	Iteration 50Q: 3 clusters Score -2163998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2163997.250000 Penalty: 5019.983398
	Iteration 51Q: 3 clusters Score -2163997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2163997.250000 Penalty: 5019.983398
	Iteration 52F: 3 clusters Score -2163997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Entering Unmasked Estep 
Score: -1447247.500000 Penalty: 2414.810059
	Iteration 0F: 2 clusters Score -1447248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1435210.875000 Penalty: 4829.620117
	Iteration 0F: 3 clusters Score -1435211 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1439376.500000 Penalty: 4829.620117
	Iteration 1F: 3 clusters Score -1439376 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1439993.000000 Penalty: 4829.620117
	Iteration 2F: 3 clusters Score -1439993 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1440578.625000 Penalty: 4829.620117
	Iteration 3F: 3 clusters Score -1440579 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1441116.000000 Penalty: 4829.620117
	Iteration 4F: 3 clusters Score -1441116 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1441517.375000 Penalty: 4829.620117
	Iteration 5F: 3 clusters Score -1441517 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1441872.375000 Penalty: 4829.620117
	Iteration 6Q: 3 clusters Score -1441872 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1442283.125000 Penalty: 4829.620117
	Iteration 7Q: 3 clusters Score -1442283 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1442727.625000 Penalty: 4829.620117
	Iteration 8Q: 3 clusters Score -1442728 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1443176.500000 Penalty: 4829.620117
	Iteration 9Q: 3 clusters Score -1443176 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1443645.000000 Penalty: 4829.620117
	Iteration 10Q: 3 clusters Score -1443645 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1444000.750000 Penalty: 4829.620117
	Iteration 11Q: 3 clusters Score -1444001 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1444322.875000 Penalty: 4829.620117
	Iteration 12Q: 3 clusters Score -1444323 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1444614.250000 Penalty: 4829.620117
	Iteration 13Q: 3 clusters Score -1444614 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1444891.250000 Penalty: 4829.620117
	Iteration 14Q: 3 clusters Score -1444891 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1445163.000000 Penalty: 4829.620117
	Iteration 15Q: 3 clusters Score -1445163 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1445354.250000 Penalty: 4829.620117
	Iteration 16Q: 3 clusters Score -1445354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1445454.500000 Penalty: 4829.620117
	Iteration 17Q: 3 clusters Score -1445454 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1445535.000000 Penalty: 4829.620117
	Iteration 18Q: 3 clusters Score -1445535 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1445580.125000 Penalty: 4829.620117
	Iteration 19Q: 3 clusters Score -1445580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1445606.500000 Penalty: 4829.620117
	Iteration 20F: 3 clusters Score -1445606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1445637.125000 Penalty: 4829.620117
	Iteration 21Q: 3 clusters Score -1445637 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1445659.000000 Penalty: 4829.620117
	Iteration 22Q: 3 clusters Score -1445659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1445675.125000 Penalty: 4829.620117
	Iteration 23Q: 3 clusters Score -1445675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1445686.000000 Penalty: 4829.620117
	Iteration 24Q: 3 clusters Score -1445686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1445699.375000 Penalty: 4829.620117
	Iteration 25Q: 3 clusters Score -1445699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1445707.375000 Penalty: 4829.620117
	Iteration 26Q: 3 clusters Score -1445707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1445711.500000 Penalty: 4829.620117
	Iteration 27Q: 3 clusters Score -1445712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1445718.625000 Penalty: 4829.620117
	Iteration 28Q: 3 clusters Score -1445719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1445719.625000 Penalty: 4829.620117
	Iteration 29Q: 3 clusters Score -1445720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1445719.625000 Penalty: 4829.620117
	Iteration 30Q: 3 clusters Score -1445720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1445723.375000 Penalty: 4829.620117
	Iteration 31Q: 3 clusters Score -1445723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1445727.000000 Penalty: 4829.620117
	Iteration 32Q: 3 clusters Score -1445727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1445730.000000 Penalty: 4829.620117
	Iteration 33Q: 3 clusters Score -1445730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1445730.375000 Penalty: 4829.620117
	Iteration 34Q: 3 clusters Score -1445730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1445727.000000 Penalty: 4829.620117
	Iteration 35Q: 3 clusters Score -1445727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1445730.875000 Penalty: 4829.620117
	Iteration 36Q: 3 clusters Score -1445731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1445732.000000 Penalty: 4829.620117
	Iteration 37Q: 3 clusters Score -1445732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1445730.250000 Penalty: 4829.620117
	Iteration 38Q: 3 clusters Score -1445730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1445730.625000 Penalty: 4829.620117
	Iteration 39Q: 3 clusters Score -1445731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1445732.625000 Penalty: 4829.620117
	Iteration 40F: 3 clusters Score -1445733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1445734.125000 Penalty: 4829.620117
	Iteration 41Q: 3 clusters Score -1445734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1445733.250000 Penalty: 4829.620117
	Iteration 42Q: 3 clusters Score -1445733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1445736.500000 Penalty: 4829.620117
	Iteration 43Q: 3 clusters Score -1445736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1445735.625000 Penalty: 4829.620117
	Iteration 44Q: 3 clusters Score -1445736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1445736.250000 Penalty: 4829.620117
	Iteration 45Q: 3 clusters Score -1445736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1445738.000000 Penalty: 4829.620117
	Iteration 46Q: 3 clusters Score -1445738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1445739.250000 Penalty: 4829.620117
	Iteration 47Q: 3 clusters Score -1445739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1445738.250000 Penalty: 4829.620117
	Iteration 48Q: 3 clusters Score -1445738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1445741.750000 Penalty: 4829.620117
	Iteration 49Q: 3 clusters Score -1445742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1445742.250000 Penalty: 4829.620117
	Iteration 50Q: 3 clusters Score -1445742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1445744.875000 Penalty: 4829.620117
	Iteration 51Q: 3 clusters Score -1445745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1445747.250000 Penalty: 4829.620117
	Iteration 52Q: 3 clusters Score -1445747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1445744.750000 Penalty: 4829.620117
	Iteration 53Q: 3 clusters Score -1445745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1445748.625000 Penalty: 4829.620117
	Iteration 54Q: 3 clusters Score -1445749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1445746.875000 Penalty: 4829.620117
	Iteration 55Q: 3 clusters Score -1445747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1445748.375000 Penalty: 4829.620117
	Iteration 56Q: 3 clusters Score -1445748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1445745.750000 Penalty: 4829.620117
	Iteration 57Q: 3 clusters Score -1445746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1445744.000000 Penalty: 4829.620117
	Iteration 58Q: 3 clusters Score -1445744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1445746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1445746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1445746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1445749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1445750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1445749 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1445751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1445752 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1445751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1445753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1445748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1445751 nChanged 10
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Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1445755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1445758 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1445761 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1445760 nChanged 5
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Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1445762 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1445761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1445758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1445760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1445759 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1445762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1445758 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1445762 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1445761 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1445762 nChanged 12
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Mstep: Class 1 contains 5520 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1445767 nChanged 17
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Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1445774 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1445776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1445775 nChanged 24
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5432 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1445778 nChanged 24
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1445781 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1445781 nChanged 21
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1445785 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1445786 nChanged 12
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Mstep: Class 1 contains 5338 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1445792 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1445794 nChanged 17
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1445791 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1445795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1445799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1445804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1445804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1445808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1445812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1445812 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1445817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1445817 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1445817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1445816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1445818 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1445816 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1445820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1445820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1445824 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1445824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1445827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1445826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1445828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1445834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1445836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1445837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1445846 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1445843 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1445845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1445849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1445855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1445860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1445865 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1445862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1445870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1445875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1445875 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1445875 nChanged 26
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Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1445878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1445882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1445886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1445888 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1445889 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1445892 nChanged 25
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1445899 nChanged 32
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Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1445904 nChanged 42
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Mstep: Class 1 contains 4519 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1445919 nChanged 50
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Mstep: Class 1 contains 4469 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1445929 nChanged 44
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Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1445938 nChanged 46
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Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1445957 nChanged 60
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Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1445972 nChanged 58
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Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1445984 nChanged 49
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Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1445994 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1446008.500000 Penalty: 4829.620117
	Iteration 149Q: 3 clusters Score -1446008 nChanged 50
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1446022.625000 Penalty: 4829.620117
	Iteration 150Q: 3 clusters Score -1446023 nChanged 54
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Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1446036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1446052.875000 Penalty: 4829.620117
	Iteration 152Q: 3 clusters Score -1446053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1446065.375000 Penalty: 4829.620117
	Iteration 153Q: 3 clusters Score -1446065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1446083.125000 Penalty: 4829.620117
	Iteration 154Q: 3 clusters Score -1446083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1446102.625000 Penalty: 4829.620117
	Iteration 155Q: 3 clusters Score -1446103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1446126.750000 Penalty: 4829.620117
	Iteration 156Q: 3 clusters Score -1446127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1446143.000000 Penalty: 4829.620117
	Iteration 157Q: 3 clusters Score -1446143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1446157.375000 Penalty: 4829.620117
	Iteration 158Q: 3 clusters Score -1446157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1446170.000000 Penalty: 4829.620117
	Iteration 159Q: 3 clusters Score -1446170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1446183.500000 Penalty: 4829.620117
	Iteration 160F: 3 clusters Score -1446184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1446187.625000 Penalty: 4829.620117
	Iteration 161Q: 3 clusters Score -1446188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1446187.625000 Penalty: 4829.620117
	Iteration 162Q: 3 clusters Score -1446188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1446193.375000 Penalty: 4829.620117
	Iteration 163Q: 3 clusters Score -1446193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1446194.000000 Penalty: 4829.620117
	Iteration 164Q: 3 clusters Score -1446194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1446194.000000 Penalty: 4829.620117
	Iteration 165Q: 3 clusters Score -1446194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1446197.625000 Penalty: 4829.620117
	Iteration 166Q: 3 clusters Score -1446198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1446197.750000 Penalty: 4829.620117
	Iteration 167Q: 3 clusters Score -1446198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1446196.000000 Penalty: 4829.620117
	Iteration 168Q: 3 clusters Score -1446196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1446200.125000 Penalty: 4829.620117
	Iteration 169Q: 3 clusters Score -1446200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1446199.000000 Penalty: 4829.620117
	Iteration 170Q: 3 clusters Score -1446199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1446199.000000 Penalty: 4829.620117
	Iteration 171Q: 3 clusters Score -1446199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1446201.875000 Penalty: 4829.620117
	Iteration 172Q: 3 clusters Score -1446202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1446204.000000 Penalty: 4829.620117
	Iteration 173Q: 3 clusters Score -1446204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1446203.250000 Penalty: 4829.620117
	Iteration 174Q: 3 clusters Score -1446203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1446202.625000 Penalty: 4829.620117
	Iteration 175Q: 3 clusters Score -1446203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1446203.625000 Penalty: 4829.620117
	Iteration 176Q: 3 clusters Score -1446204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1446203.625000 Penalty: 4829.620117
	Iteration 177F: 3 clusters Score -1446204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -302042.531250 Penalty: 2031.207886
	Iteration 0F: 2 clusters Score -302042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -298373.625000 Penalty: 4062.415771
	Iteration 0F: 3 clusters Score -298373.6 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -299198.531250 Penalty: 4062.415771
	Iteration 1F: 3 clusters Score -299198.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -299370.937500 Penalty: 4062.415771
	Iteration 2F: 3 clusters Score -299370.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299495.468750 Penalty: 4062.415771
	Iteration 3Q: 3 clusters Score -299495.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -299587.000000 Penalty: 4062.415771
	Iteration 4Q: 3 clusters Score -299587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -299662.718750 Penalty: 4062.415771
	Iteration 5Q: 3 clusters Score -299662.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -299736.093750 Penalty: 4062.415771
	Iteration 6Q: 3 clusters Score -299736.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -299810.750000 Penalty: 4062.415771
	Iteration 7Q: 3 clusters Score -299810.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -299884.937500 Penalty: 4062.415771
	Iteration 8Q: 3 clusters Score -299884.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -299951.500000 Penalty: 4062.415771
	Iteration 9Q: 3 clusters Score -299951.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -300010.406250 Penalty: 4062.415771
	Iteration 10Q: 3 clusters Score -300010.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -300082.906250 Penalty: 4062.415771
	Iteration 11Q: 3 clusters Score -300082.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -300174.125000 Penalty: 4062.415771
	Iteration 12Q: 3 clusters Score -300174.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -300275.312500 Penalty: 4062.415771
	Iteration 13Q: 3 clusters Score -300275.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -300401.843750 Penalty: 4062.415771
	Iteration 14Q: 3 clusters Score -300401.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -300579.125000 Penalty: 4062.415771
	Iteration 15Q: 3 clusters Score -300579.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -300738.500000 Penalty: 4062.415771
	Iteration 16Q: 3 clusters Score -300738.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -300878.656250 Penalty: 4062.415771
	Iteration 17Q: 3 clusters Score -300878.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -300974.281250 Penalty: 4062.415771
	Iteration 18Q: 3 clusters Score -300974.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -301037.500000 Penalty: 4062.415771
	Iteration 19Q: 3 clusters Score -301037.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -301083.625000 Penalty: 4062.415771
	Iteration 20F: 3 clusters Score -301083.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -301119.375000 Penalty: 4062.415771
	Iteration 21Q: 3 clusters Score -301119.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -301153.468750 Penalty: 4062.415771
	Iteration 22Q: 3 clusters Score -301153.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -301199.593750 Penalty: 4062.415771
	Iteration 23Q: 3 clusters Score -301199.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -301237.593750 Penalty: 4062.415771
	Iteration 24Q: 3 clusters Score -301237.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -301266.937500 Penalty: 4062.415771
	Iteration 25Q: 3 clusters Score -301266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -301280.468750 Penalty: 4062.415771
	Iteration 26Q: 3 clusters Score -301280.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -301295.562500 Penalty: 4062.415771
	Iteration 27Q: 3 clusters Score -301295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -301305.406250 Penalty: 4062.415771
	Iteration 28Q: 3 clusters Score -301305.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -301316.812500 Penalty: 4062.415771
	Iteration 29Q: 3 clusters Score -301316.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -301327.062500 Penalty: 4062.415771
	Iteration 30Q: 3 clusters Score -301327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -301336.187500 Penalty: 4062.415771
	Iteration 31Q: 3 clusters Score -301336.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -301351.218750 Penalty: 4062.415771
	Iteration 32Q: 3 clusters Score -301351.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -301377.812500 Penalty: 4062.415771
	Iteration 33Q: 3 clusters Score -301377.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -301392.812500 Penalty: 4062.415771
	Iteration 34Q: 3 clusters Score -301392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -301406.781250 Penalty: 4062.415771
	Iteration 35Q: 3 clusters Score -301406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -301430.125000 Penalty: 4062.415771
	Iteration 36Q: 3 clusters Score -301430.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -301459.000000 Penalty: 4062.415771
	Iteration 37Q: 3 clusters Score -301459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -301478.000000 Penalty: 4062.415771
	Iteration 38Q: 3 clusters Score -301478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -301496.968750 Penalty: 4062.415771
	Iteration 39Q: 3 clusters Score -301497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -301503.468750 Penalty: 4062.415771
	Iteration 40F: 3 clusters Score -301503.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -301512.750000 Penalty: 4062.415771
	Iteration 41Q: 3 clusters Score -301512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -301517.843750 Penalty: 4062.415771
	Iteration 42Q: 3 clusters Score -301517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -301522.218750 Penalty: 4062.415771
	Iteration 43Q: 3 clusters Score -301522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -301523.375000 Penalty: 4062.415771
	Iteration 44Q: 3 clusters Score -301523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -301523.375000 Penalty: 4062.415771
	Iteration 45F: 3 clusters Score -301523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Entering Unmasked Estep 
Score: -500992.343750 Penalty: 2157.644775
	Iteration 0F: 2 clusters Score -500992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -495819.625000 Penalty: 4315.289551
	Iteration 0F: 3 clusters Score -495819.6 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -497142.125000 Penalty: 4315.289551
	Iteration 1F: 3 clusters Score -497142.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -497435.875000 Penalty: 4315.289551
	Iteration 2F: 3 clusters Score -497435.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -497670.562500 Penalty: 4315.289551
	Iteration 3F: 3 clusters Score -497670.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -497854.343750 Penalty: 4315.289551
	Iteration 4Q: 3 clusters Score -497854.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -498022.750000 Penalty: 4315.289551
	Iteration 5Q: 3 clusters Score -498022.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -498195.062500 Penalty: 4315.289551
	Iteration 6Q: 3 clusters Score -498195.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -498374.218750 Penalty: 4315.289551
	Iteration 7Q: 3 clusters Score -498374.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -498558.875000 Penalty: 4315.289551
	Iteration 8Q: 3 clusters Score -498558.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -498713.125000 Penalty: 4315.289551
	Iteration 9Q: 3 clusters Score -498713.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -498836.250000 Penalty: 4315.289551
	Iteration 10Q: 3 clusters Score -498836.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -498957.875000 Penalty: 4315.289551
	Iteration 11Q: 3 clusters Score -498957.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -499066.437500 Penalty: 4315.289551
	Iteration 12Q: 3 clusters Score -499066.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -499155.187500 Penalty: 4315.289551
	Iteration 13Q: 3 clusters Score -499155.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -499226.187500 Penalty: 4315.289551
	Iteration 14Q: 3 clusters Score -499226.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -499309.531250 Penalty: 4315.289551
	Iteration 15Q: 3 clusters Score -499309.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -499409.843750 Penalty: 4315.289551
	Iteration 16Q: 3 clusters Score -499409.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -499499.500000 Penalty: 4315.289551
	Iteration 17Q: 3 clusters Score -499499.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -499575.500000 Penalty: 4315.289551
	Iteration 18Q: 3 clusters Score -499575.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -499632.968750 Penalty: 4315.289551
	Iteration 19Q: 3 clusters Score -499633 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -499675.062500 Penalty: 4315.289551
	Iteration 20F: 3 clusters Score -499675.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -499704.500000 Penalty: 4315.289551
	Iteration 21Q: 3 clusters Score -499704.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -499724.125000 Penalty: 4315.289551
	Iteration 22Q: 3 clusters Score -499724.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -499737.031250 Penalty: 4315.289551
	Iteration 23Q: 3 clusters Score -499737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -499749.812500 Penalty: 4315.289551
	Iteration 24Q: 3 clusters Score -499749.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -499763.093750 Penalty: 4315.289551
	Iteration 25Q: 3 clusters Score -499763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -499773.687500 Penalty: 4315.289551
	Iteration 26Q: 3 clusters Score -499773.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -499781.875000 Penalty: 4315.289551
	Iteration 27Q: 3 clusters Score -499781.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -499792.687500 Penalty: 4315.289551
	Iteration 28Q: 3 clusters Score -499792.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -499804.375000 Penalty: 4315.289551
	Iteration 29Q: 3 clusters Score -499804.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -499813.718750 Penalty: 4315.289551
	Iteration 30Q: 3 clusters Score -499813.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -499822.218750 Penalty: 4315.289551
	Iteration 31Q: 3 clusters Score -499822.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -499828.937500 Penalty: 4315.289551
	Iteration 32Q: 3 clusters Score -499828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -499833.500000 Penalty: 4315.289551
	Iteration 33Q: 3 clusters Score -499833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -499835.968750 Penalty: 4315.289551
	Iteration 34Q: 3 clusters Score -499836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -499837.781250 Penalty: 4315.289551
	Iteration 35Q: 3 clusters Score -499837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -499838.750000 Penalty: 4315.289551
	Iteration 36Q: 3 clusters Score -499838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -499840.187500 Penalty: 4315.289551
	Iteration 37Q: 3 clusters Score -499840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -499841.375000 Penalty: 4315.289551
	Iteration 38Q: 3 clusters Score -499841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -499841.375000 Penalty: 4315.289551
	Iteration 39F: 3 clusters Score -499841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -226649.750000 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -226649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -223562.187500 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -223562.2 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -224373.171875 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -224373.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -224836.125000 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -224836.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -225164.453125 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -225164.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -225471.015625 Penalty: 3931.773926
	Iteration 4F: 3 clusters Score -225471 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -225713.484375 Penalty: 3931.773926
	Iteration 5F: 3 clusters Score -225713.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -225898.046875 Penalty: 3931.773926
	Iteration 6F: 3 clusters Score -225898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -226017.500000 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -226017.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -226127.687500 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -226127.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -226194.125000 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -226194.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -226227.781250 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -226227.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -226246.187500 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -226246.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -226257.437500 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -226257.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -226267.906250 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -226267.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -226274.343750 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -226274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -226276.953125 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -226277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -226277.640625 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -226277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -226282.031250 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -226282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -226284.812500 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -226284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -226287.203125 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -226287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -226287.765625 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -226287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -226288.125000 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -226288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -226288.218750 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -226288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -226288.484375 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -226288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -226290.593750 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -226290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -226291.781250 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -226291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -226293.343750 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -226293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -226294.421875 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -226294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -226295.140625 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -226295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -226295.453125 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -226295.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -226295.453125 Penalty: 3931.773926
	Iteration 30F: 3 clusters Score -226295.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Entering Unmasked Estep 
Score: -1875582.375000 Penalty: 2493.812012
	Iteration 0F: 2 clusters Score -1875582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1859278.125000 Penalty: 4987.624023
	Iteration 0F: 3 clusters Score -1859278 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1865071.875000 Penalty: 4987.624023
	Iteration 1F: 3 clusters Score -1865072 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1865579.250000 Penalty: 4987.624023
	Iteration 2F: 3 clusters Score -1865579 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1866072.875000 Penalty: 4987.624023
	Iteration 3F: 3 clusters Score -1866073 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1866642.750000 Penalty: 4987.624023
	Iteration 4F: 3 clusters Score -1866643 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1867356.125000 Penalty: 4987.624023
	Iteration 5F: 3 clusters Score -1867356 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1868147.000000 Penalty: 4987.624023
	Iteration 6F: 3 clusters Score -1868147 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1869075.625000 Penalty: 4987.624023
	Iteration 7F: 3 clusters Score -1869076 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1870093.125000 Penalty: 4987.624023
	Iteration 8F: 3 clusters Score -1870093 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1870987.625000 Penalty: 4987.624023
	Iteration 9Q: 3 clusters Score -1870988 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1871703.500000 Penalty: 4987.624023
	Iteration 10Q: 3 clusters Score -1871704 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1872235.375000 Penalty: 4987.624023
	Iteration 11Q: 3 clusters Score -1872235 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1872600.625000 Penalty: 4987.624023
	Iteration 12Q: 3 clusters Score -1872601 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1872843.500000 Penalty: 4987.624023
	Iteration 13Q: 3 clusters Score -1872844 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1873008.375000 Penalty: 4987.624023
	Iteration 14Q: 3 clusters Score -1873008 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1873102.750000 Penalty: 4987.624023
	Iteration 15Q: 3 clusters Score -1873103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1873199.750000 Penalty: 4987.624023
	Iteration 16Q: 3 clusters Score -1873200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1873276.875000 Penalty: 4987.624023
	Iteration 17Q: 3 clusters Score -1873277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1873331.250000 Penalty: 4987.624023
	Iteration 18Q: 3 clusters Score -1873331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1873366.000000 Penalty: 4987.624023
	Iteration 19Q: 3 clusters Score -1873366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1873388.875000 Penalty: 4987.624023
	Iteration 20F: 3 clusters Score -1873389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1873415.375000 Penalty: 4987.624023
	Iteration 21Q: 3 clusters Score -1873415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1873444.750000 Penalty: 4987.624023
	Iteration 22Q: 3 clusters Score -1873445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1873458.625000 Penalty: 4987.624023
	Iteration 23Q: 3 clusters Score -1873459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1873477.625000 Penalty: 4987.624023
	Iteration 24Q: 3 clusters Score -1873478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1873487.375000 Penalty: 4987.624023
	Iteration 25Q: 3 clusters Score -1873487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1873499.875000 Penalty: 4987.624023
	Iteration 26Q: 3 clusters Score -1873500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1873507.750000 Penalty: 4987.624023
	Iteration 27Q: 3 clusters Score -1873508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1873509.875000 Penalty: 4987.624023
	Iteration 28Q: 3 clusters Score -1873510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1873513.000000 Penalty: 4987.624023
	Iteration 29Q: 3 clusters Score -1873513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1873513.375000 Penalty: 4987.624023
	Iteration 30Q: 3 clusters Score -1873513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1873517.375000 Penalty: 4987.624023
	Iteration 31Q: 3 clusters Score -1873517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1873516.875000 Penalty: 4987.624023
	Iteration 32Q: 3 clusters Score -1873517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1873516.500000 Penalty: 4987.624023
	Iteration 33Q: 3 clusters Score -1873516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1873516.500000 Penalty: 4987.624023
	Iteration 34F: 3 clusters Score -1873516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Entering Unmasked Estep 
Score: -1431106.125000 Penalty: 2399.217285
	Iteration 0F: 2 clusters Score -1431106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1419666.750000 Penalty: 4798.434570
	Iteration 0F: 3 clusters Score -1419667 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1423413.000000 Penalty: 4798.434570
	Iteration 1F: 3 clusters Score -1423413 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1423822.625000 Penalty: 4798.434570
	Iteration 2F: 3 clusters Score -1423823 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1424194.125000 Penalty: 4798.434570
	Iteration 3F: 3 clusters Score -1424194 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1424562.500000 Penalty: 4798.434570
	Iteration 4Q: 3 clusters Score -1424562 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1424909.875000 Penalty: 4798.434570
	Iteration 5Q: 3 clusters Score -1424910 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1425326.875000 Penalty: 4798.434570
	Iteration 6Q: 3 clusters Score -1425327 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1425805.375000 Penalty: 4798.434570
	Iteration 7Q: 3 clusters Score -1425805 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1426388.625000 Penalty: 4798.434570
	Iteration 8F: 3 clusters Score -1426389 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1427003.000000 Penalty: 4798.434570
	Iteration 9F: 3 clusters Score -1427003 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1427638.125000 Penalty: 4798.434570
	Iteration 10Q: 3 clusters Score -1427638 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1428223.000000 Penalty: 4798.434570
	Iteration 11Q: 3 clusters Score -1428223 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1428601.875000 Penalty: 4798.434570
	Iteration 12Q: 3 clusters Score -1428602 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1428812.375000 Penalty: 4798.434570
	Iteration 13Q: 3 clusters Score -1428812 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1428936.875000 Penalty: 4798.434570
	Iteration 14Q: 3 clusters Score -1428937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1429000.250000 Penalty: 4798.434570
	Iteration 15Q: 3 clusters Score -1429000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1429034.000000 Penalty: 4798.434570
	Iteration 16Q: 3 clusters Score -1429034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1429064.500000 Penalty: 4798.434570
	Iteration 17Q: 3 clusters Score -1429064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1429077.375000 Penalty: 4798.434570
	Iteration 18Q: 3 clusters Score -1429077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1429085.250000 Penalty: 4798.434570
	Iteration 19Q: 3 clusters Score -1429085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1429091.750000 Penalty: 4798.434570
	Iteration 20F: 3 clusters Score -1429092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1429096.875000 Penalty: 4798.434570
	Iteration 21Q: 3 clusters Score -1429097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1429104.000000 Penalty: 4798.434570
	Iteration 22Q: 3 clusters Score -1429104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1429104.125000 Penalty: 4798.434570
	Iteration 23Q: 3 clusters Score -1429104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1429108.625000 Penalty: 4798.434570
	Iteration 24Q: 3 clusters Score -1429109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1429108.125000 Penalty: 4798.434570
	Iteration 25Q: 3 clusters Score -1429108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1429110.250000 Penalty: 4798.434570
	Iteration 26Q: 3 clusters Score -1429110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1429109.500000 Penalty: 4798.434570
	Iteration 27Q: 3 clusters Score -1429110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1429112.000000 Penalty: 4798.434570
	Iteration 28Q: 3 clusters Score -1429112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1429111.000000 Penalty: 4798.434570
	Iteration 29Q: 3 clusters Score -1429111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1429115.500000 Penalty: 4798.434570
	Iteration 30Q: 3 clusters Score -1429116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1429117.375000 Penalty: 4798.434570
	Iteration 31Q: 3 clusters Score -1429117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1429117.500000 Penalty: 4798.434570
	Iteration 32Q: 3 clusters Score -1429118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1429117.250000 Penalty: 4798.434570
	Iteration 33Q: 3 clusters Score -1429117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1429118.500000 Penalty: 4798.434570
	Iteration 34Q: 3 clusters Score -1429118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1429118.500000 Penalty: 4798.434570
	Iteration 35F: 3 clusters Score -1429118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32883 members 
Mstep: Class 4 contains 144484 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 26019 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144614 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 407295 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69576 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69554 members 
Mstep: Class 21 contains 26644 members 
Mstep: Class 22 contains 207048 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 199Q: 31 clusters Score -1.464836e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32882 members 
Mstep: Class 4 contains 144493 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 26018 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144614 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15294 members 
Mstep: Class 15 contains 407289 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69556 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 207044 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 200F: 31 clusters Score -1.464836e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32880 members 
Mstep: Class 4 contains 144498 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20272 members 
Mstep: Class 8 contains 26017 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144614 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15294 members 
Mstep: Class 15 contains 407282 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69560 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207045 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483664.000000 Penalty: 106759.125000
Iteration 201Q: 31 clusters Score -1.464837e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32879 members 
Mstep: Class 4 contains 144503 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 26017 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144615 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15295 members 
Mstep: Class 15 contains 407274 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153263 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69565 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207043 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483680.000000 Penalty: 106759.125000
Iteration 202Q: 31 clusters Score -1.464837e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32873 members 
Mstep: Class 4 contains 144509 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20268 members 
Mstep: Class 8 contains 26016 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144616 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15298 members 
Mstep: Class 15 contains 407269 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69577 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69572 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207039 members 
Mstep: Class 23 contains 209315 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483664.000000 Penalty: 106759.125000
Iteration 203Q: 31 clusters Score -1.464837e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32871 members 
Mstep: Class 4 contains 144512 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 26014 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15299 members 
Mstep: Class 15 contains 407263 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153267 members 
Mstep: Class 18 contains 69577 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69575 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207038 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483712.000000 Penalty: 106759.125000
Iteration 204Q: 31 clusters Score -1.464837e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32866 members 
Mstep: Class 4 contains 144515 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 26013 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15302 members 
Mstep: Class 15 contains 407259 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153267 members 
Mstep: Class 18 contains 69577 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69579 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207035 members 
Mstep: Class 23 contains 209313 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483696.000000 Penalty: 106759.125000
Iteration 205Q: 31 clusters Score -1.464837e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32866 members 
Mstep: Class 4 contains 144515 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20276 members 
Mstep: Class 8 contains 26013 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144618 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15303 members 
Mstep: Class 15 contains 407258 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153267 members 
Mstep: Class 18 contains 69577 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69587 members 
Mstep: Class 21 contains 26641 members 
Mstep: Class 22 contains 207027 members 
Mstep: Class 23 contains 209313 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483648.000000 Penalty: 106759.125000
Iteration 206Q: 31 clusters Score -1.464836e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32866 members 
Mstep: Class 4 contains 144519 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20277 members 
Mstep: Class 8 contains 26011 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15305 members 
Mstep: Class 15 contains 407257 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153267 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69590 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207020 members 
Mstep: Class 23 contains 209312 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483664.000000 Penalty: 106759.125000
Iteration 207Q: 31 clusters Score -1.464837e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32867 members 
Mstep: Class 4 contains 144522 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20277 members 
Mstep: Class 8 contains 26008 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15307 members 
Mstep: Class 15 contains 407257 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153267 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69591 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207015 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483648.000000 Penalty: 106759.125000
Iteration 208Q: 31 clusters Score -1.464836e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32866 members 
Mstep: Class 4 contains 144525 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41528 members 
Mstep: Class 7 contains 20277 members 
Mstep: Class 8 contains 26005 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144618 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15308 members 
Mstep: Class 15 contains 407260 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69594 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207010 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23286 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483616.000000 Penalty: 106759.125000
Iteration 209Q: 31 clusters Score -1.464836e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32864 members 
Mstep: Class 4 contains 144526 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20277 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144618 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15310 members 
Mstep: Class 15 contains 407261 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69598 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207004 members 
Mstep: Class 23 contains 209315 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 210Q: 31 clusters Score -1.464836e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32860 members 
Mstep: Class 4 contains 144528 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20276 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15311 members 
Mstep: Class 15 contains 407263 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69598 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207002 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483616.000000 Penalty: 106759.125000
Iteration 211Q: 31 clusters Score -1.464836e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32860 members 
Mstep: Class 4 contains 144531 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144621 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15313 members 
Mstep: Class 15 contains 407264 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69597 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207001 members 
Mstep: Class 23 contains 209312 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483616.000000 Penalty: 106759.125000
Iteration 212Q: 31 clusters Score -1.464836e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32860 members 
Mstep: Class 4 contains 144534 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144622 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15313 members 
Mstep: Class 15 contains 407260 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69600 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 206999 members 
Mstep: Class 23 contains 209312 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 213Q: 31 clusters Score -1.464836e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32858 members 
Mstep: Class 4 contains 144539 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144622 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 407257 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69577 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69601 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207000 members 
Mstep: Class 23 contains 209310 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483584.000000 Penalty: 106759.125000
Iteration 214Q: 31 clusters Score -1.464836e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32856 members 
Mstep: Class 4 contains 144545 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144621 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 407253 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69601 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 207000 members 
Mstep: Class 23 contains 209309 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483568.000000 Penalty: 106759.125000
Iteration 215Q: 31 clusters Score -1.464836e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32854 members 
Mstep: Class 4 contains 144552 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 407253 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69601 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 206997 members 
Mstep: Class 23 contains 209309 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483632.000000 Penalty: 106759.125000
Iteration 216Q: 31 clusters Score -1.464836e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32852 members 
Mstep: Class 4 contains 144559 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20276 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 407253 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206990 members 
Mstep: Class 23 contains 209308 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 217Q: 31 clusters Score -1.464836e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32846 members 
Mstep: Class 4 contains 144562 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20279 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 407257 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69602 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206987 members 
Mstep: Class 23 contains 209308 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483600.000000 Penalty: 106759.125000
Iteration 218Q: 31 clusters Score -1.464836e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32840 members 
Mstep: Class 4 contains 144563 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20284 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407257 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69605 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206980 members 
Mstep: Class 23 contains 209310 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483552.000000 Penalty: 106759.125000
Iteration 219Q: 31 clusters Score -1.464836e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32836 members 
Mstep: Class 4 contains 144565 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407259 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69605 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206977 members 
Mstep: Class 23 contains 209310 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483536.000000 Penalty: 106759.125000
Iteration 220F: 31 clusters Score -1.464835e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32834 members 
Mstep: Class 4 contains 144567 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20290 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407259 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69606 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206970 members 
Mstep: Class 23 contains 209312 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23289 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483504.000000 Penalty: 106759.125000
Iteration 221Q: 31 clusters Score -1.464835e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144569 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20290 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144621 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407257 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153265 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69608 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206963 members 
Mstep: Class 23 contains 209314 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23290 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483488.000000 Penalty: 106759.125000
Iteration 222Q: 31 clusters Score -1.464835e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144570 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407255 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69579 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69612 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206959 members 
Mstep: Class 23 contains 209315 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483504.000000 Penalty: 106759.125000
Iteration 223Q: 31 clusters Score -1.464835e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144571 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407254 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69614 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206956 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483456.000000 Penalty: 106759.125000
Iteration 224Q: 31 clusters Score -1.464835e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144572 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407253 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206954 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483472.000000 Penalty: 106759.125000
Iteration 225Q: 31 clusters Score -1.464835e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144574 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26003 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144620 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407251 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69618 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206953 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483472.000000 Penalty: 106759.125000
Iteration 226Q: 31 clusters Score -1.464835e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144575 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144621 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407250 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69618 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206953 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483472.000000 Penalty: 106759.125000
Iteration 227Q: 31 clusters Score -1.464835e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144575 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144622 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407249 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69619 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206952 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483392.000000 Penalty: 106759.125000
Iteration 228Q: 31 clusters Score -1.464834e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144575 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 25999 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144623 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407249 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69620 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206952 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483408.000000 Penalty: 106759.125000
Iteration 229Q: 31 clusters Score -1.464834e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144575 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144624 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407248 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69620 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206953 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483440.000000 Penalty: 106759.125000
Iteration 230Q: 31 clusters Score -1.464834e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144575 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144624 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407248 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69620 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206953 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146483440.000000 Penalty: 106759.125000
Iteration 231F: 31 clusters Score -1.464834e+08 nChanged 0
Entering ConstructFrom: 
Score: -146483440.000000 Penalty: 106759.125000
Entering ConstructFrom: 
Trying to split cluster 1 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -237135.609375 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -237135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -234130.687500 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -234130.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -234677.671875 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -234677.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -234803.765625 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -234803.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -234883.625000 Penalty: 3903.791748
	Iteration 3Q: 3 clusters Score -234883.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -234930.609375 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -234930.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -234956.296875 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -234956.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -234982.062500 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -234982.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -235005.000000 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -235005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235024.906250 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -235024.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -235039.796875 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -235039.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -235051.562500 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -235051.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -235059.953125 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -235060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -235070.078125 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -235070.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -235076.765625 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -235076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -235082.265625 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -235082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -235086.703125 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -235086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -235090.843750 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -235090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -235095.343750 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -235095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -235098.625000 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -235098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -235102.468750 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -235102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -235106.890625 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -235106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -235111.500000 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -235111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -235113.562500 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -235113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -235115.828125 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -235115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -235116.859375 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -235116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -235117.890625 Penalty: 3903.791748
	Iteration 25Q: 3 clusters Score -235117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -235118.625000 Penalty: 3903.791748
	Iteration 26Q: 3 clusters Score -235118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -235119.453125 Penalty: 3903.791748
	Iteration 27Q: 3 clusters Score -235119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -235119.453125 Penalty: 3903.791748
	Iteration 28F: 3 clusters Score -235119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -228622.328125 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -228622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -225470.625000 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -225470.6 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -226207.031250 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -226207 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -226398.890625 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -226398.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -226494.484375 Penalty: 3948.147217
	Iteration 3Q: 3 clusters Score -226494.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -226565.234375 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -226565.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -226640.421875 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -226640.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -226712.609375 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -226712.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -226795.187500 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -226795.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -226887.671875 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -226887.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -226973.046875 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -226973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -227070.531250 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -227070.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -227163.359375 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -227163.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -227286.093750 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -227286.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -227369.375000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -227369.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -227432.171875 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -227432.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -227475.171875 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -227475.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -227510.671875 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -227510.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -227529.218750 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -227529.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -227542.546875 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -227542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -227545.187500 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -227545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -227551.328125 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -227551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -227560.703125 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -227560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -227563.453125 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -227563.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -227569.359375 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -227569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -227571.281250 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -227571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -227574.296875 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -227574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -227574.890625 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -227574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -227574.890625 Penalty: 3948.147217
	Iteration 27F: 3 clusters Score -227574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Entering Unmasked Estep 
Score: -2851844.250000 Penalty: 2579.013916
	Iteration 0F: 2 clusters Score -2851844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2829384.750000 Penalty: 5158.027832
	Iteration 0F: 3 clusters Score -2829385 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2837637.250000 Penalty: 5158.027832
	Iteration 1F: 3 clusters Score -2837637 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2838284.000000 Penalty: 5158.027832
	Iteration 2Q: 3 clusters Score -2838284 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2839023.000000 Penalty: 5158.027832
	Iteration 3Q: 3 clusters Score -2839023 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2839918.250000 Penalty: 5158.027832
	Iteration 4F: 3 clusters Score -2839918 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2840954.250000 Penalty: 5158.027832
	Iteration 5F: 3 clusters Score -2840954 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2841960.750000 Penalty: 5158.027832
	Iteration 6F: 3 clusters Score -2841961 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2842765.500000 Penalty: 5158.027832
	Iteration 7F: 3 clusters Score -2842766 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2843475.250000 Penalty: 5158.027832
	Iteration 8Q: 3 clusters Score -2843475 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2844076.750000 Penalty: 5158.027832
	Iteration 9Q: 3 clusters Score -2844077 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2844572.750000 Penalty: 5158.027832
	Iteration 10Q: 3 clusters Score -2844573 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2844990.500000 Penalty: 5158.027832
	Iteration 11Q: 3 clusters Score -2844990 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2845343.000000 Penalty: 5158.027832
	Iteration 12Q: 3 clusters Score -2845343 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2845720.250000 Penalty: 5158.027832
	Iteration 13Q: 3 clusters Score -2845720 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2846159.250000 Penalty: 5158.027832
	Iteration 14Q: 3 clusters Score -2846159 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2846671.500000 Penalty: 5158.027832
	Iteration 15Q: 3 clusters Score -2846672 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2847226.250000 Penalty: 5158.027832
	Iteration 16Q: 3 clusters Score -2847226 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2847760.000000 Penalty: 5158.027832
	Iteration 17Q: 3 clusters Score -2847760 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2848234.000000 Penalty: 5158.027832
	Iteration 18Q: 3 clusters Score -2848234 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2848592.250000 Penalty: 5158.027832
	Iteration 19Q: 3 clusters Score -2848592 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2848823.000000 Penalty: 5158.027832
	Iteration 20F: 3 clusters Score -2848823 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2848999.250000 Penalty: 5158.027832
	Iteration 21Q: 3 clusters Score -2848999 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2849131.000000 Penalty: 5158.027832
	Iteration 22Q: 3 clusters Score -2849131 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2849217.250000 Penalty: 5158.027832
	Iteration 23Q: 3 clusters Score -2849217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2849278.000000 Penalty: 5158.027832
	Iteration 24Q: 3 clusters Score -2849278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2849350.500000 Penalty: 5158.027832
	Iteration 25Q: 3 clusters Score -2849350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2849408.250000 Penalty: 5158.027832
	Iteration 26Q: 3 clusters Score -2849408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2849462.750000 Penalty: 5158.027832
	Iteration 27Q: 3 clusters Score -2849463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2849497.250000 Penalty: 5158.027832
	Iteration 28Q: 3 clusters Score -2849497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2849536.500000 Penalty: 5158.027832
	Iteration 29Q: 3 clusters Score -2849536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2849558.250000 Penalty: 5158.027832
	Iteration 30Q: 3 clusters Score -2849558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2849580.000000 Penalty: 5158.027832
	Iteration 31Q: 3 clusters Score -2849580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2849594.750000 Penalty: 5158.027832
	Iteration 32Q: 3 clusters Score -2849595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2849619.500000 Penalty: 5158.027832
	Iteration 33Q: 3 clusters Score -2849620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2849631.500000 Penalty: 5158.027832
	Iteration 34Q: 3 clusters Score -2849632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2849636.250000 Penalty: 5158.027832
	Iteration 35Q: 3 clusters Score -2849636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2849653.000000 Penalty: 5158.027832
	Iteration 36Q: 3 clusters Score -2849653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2849659.750000 Penalty: 5158.027832
	Iteration 37Q: 3 clusters Score -2849660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2849672.250000 Penalty: 5158.027832
	Iteration 38Q: 3 clusters Score -2849672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2849686.750000 Penalty: 5158.027832
	Iteration 39Q: 3 clusters Score -2849687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2849694.000000 Penalty: 5158.027832
	Iteration 40F: 3 clusters Score -2849694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2849697.250000 Penalty: 5158.027832
	Iteration 41Q: 3 clusters Score -2849697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2849705.000000 Penalty: 5158.027832
	Iteration 42Q: 3 clusters Score -2849705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2849707.000000 Penalty: 5158.027832
	Iteration 43Q: 3 clusters Score -2849707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2849712.750000 Penalty: 5158.027832
	Iteration 44Q: 3 clusters Score -2849713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2849713.250000 Penalty: 5158.027832
	Iteration 45Q: 3 clusters Score -2849713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2849712.000000 Penalty: 5158.027832
	Iteration 46Q: 3 clusters Score -2849712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2849715.750000 Penalty: 5158.027832
	Iteration 47Q: 3 clusters Score -2849716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2849718.500000 Penalty: 5158.027832
	Iteration 48Q: 3 clusters Score -2849718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2849726.250000 Penalty: 5158.027832
	Iteration 49Q: 3 clusters Score -2849726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2849725.250000 Penalty: 5158.027832
	Iteration 50Q: 3 clusters Score -2849725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2849723.500000 Penalty: 5158.027832
	Iteration 51Q: 3 clusters Score -2849724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2849725.750000 Penalty: 5158.027832
	Iteration 52Q: 3 clusters Score -2849726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2849726.750000 Penalty: 5158.027832
	Iteration 53Q: 3 clusters Score -2849727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2849726.750000 Penalty: 5158.027832
	Iteration 54F: 3 clusters Score -2849727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (144575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Entering Unmasked Estep 
Score: -12934049.000000 Penalty: 2946.625244
	Iteration 0F: 2 clusters Score -1.293405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -12837451.000000 Penalty: 5893.250488
	Iteration 0F: 3 clusters Score -1.283745e+07 nChanged 69150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -12876736.000000 Penalty: 5893.250488
	Iteration 1F: 3 clusters Score -1.287674e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -12877482.000000 Penalty: 5893.250488
	Iteration 2Q: 3 clusters Score -1.287748e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -12878315.000000 Penalty: 5893.250488
	Iteration 3Q: 3 clusters Score -1.287832e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -12879216.000000 Penalty: 5893.250488
	Iteration 4Q: 3 clusters Score -1.287922e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -12880319.000000 Penalty: 5893.250488
	Iteration 5Q: 3 clusters Score -1.288032e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -12882149.000000 Penalty: 5893.250488
	Iteration 6Q: 3 clusters Score -1.288215e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -12884676.000000 Penalty: 5893.250488
	Iteration 7Q: 3 clusters Score -1.288468e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -12888680.000000 Penalty: 5893.250488
	Iteration 8F: 3 clusters Score -1.288868e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -12894827.000000 Penalty: 5893.250488
	Iteration 9F: 3 clusters Score -1.289483e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -12902698.000000 Penalty: 5893.250488
	Iteration 10F: 3 clusters Score -1.29027e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -12910435.000000 Penalty: 5893.250488
	Iteration 11F: 3 clusters Score -1.291044e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
Score: -12915638.000000 Penalty: 5893.250488
	Iteration 12Q: 3 clusters Score -1.291564e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -12918440.000000 Penalty: 5893.250488
	Iteration 13Q: 3 clusters Score -1.291844e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -12920204.000000 Penalty: 5893.250488
	Iteration 14Q: 3 clusters Score -1.29202e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -12921542.000000 Penalty: 5893.250488
	Iteration 15Q: 3 clusters Score -1.292154e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -12922800.000000 Penalty: 5893.250488
	Iteration 16Q: 3 clusters Score -1.29228e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -12923840.000000 Penalty: 5893.250488
	Iteration 17Q: 3 clusters Score -1.292384e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 131414 members 
Entering Unmasked Estep 
Score: -12925025.000000 Penalty: 5893.250488
	Iteration 18Q: 3 clusters Score -1.292502e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 133254 members 
Entering Unmasked Estep 
Score: -12925884.000000 Penalty: 5893.250488
	Iteration 19Q: 3 clusters Score -1.292588e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 134903 members 
Entering Unmasked Estep 
Score: -12926751.000000 Penalty: 5893.250488
	Iteration 20F: 3 clusters Score -1.292675e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 136346 members 
Entering Unmasked Estep 
Score: -12927499.000000 Penalty: 5893.250488
	Iteration 21Q: 3 clusters Score -1.29275e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 137623 members 
Entering Unmasked Estep 
Score: -12928168.000000 Penalty: 5893.250488
	Iteration 22Q: 3 clusters Score -1.292817e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 138772 members 
Entering Unmasked Estep 
Score: -12928780.000000 Penalty: 5893.250488
	Iteration 23Q: 3 clusters Score -1.292878e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -12929340.000000 Penalty: 5893.250488
	Iteration 24Q: 3 clusters Score -1.292934e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 140539 members 
Entering Unmasked Estep 
Score: -12929801.000000 Penalty: 5893.250488
	Iteration 25Q: 3 clusters Score -1.29298e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 141215 members 
Entering Unmasked Estep 
Score: -12930135.000000 Penalty: 5893.250488
	Iteration 26Q: 3 clusters Score -1.293014e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 141766 members 
Entering Unmasked Estep 
Score: -12930459.000000 Penalty: 5893.250488
	Iteration 27Q: 3 clusters Score -1.293046e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -12930754.000000 Penalty: 5893.250488
	Iteration 28Q: 3 clusters Score -1.293075e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -12930964.000000 Penalty: 5893.250488
	Iteration 29Q: 3 clusters Score -1.293096e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -12931044.000000 Penalty: 5893.250488
	Iteration 30Q: 3 clusters Score -1.293104e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 142939 members 
Entering Unmasked Estep 
Score: -12931076.000000 Penalty: 5893.250488
	Iteration 31Q: 3 clusters Score -1.293108e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -12931155.000000 Penalty: 5893.250488
	Iteration 32Q: 3 clusters Score -1.293116e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -12931226.000000 Penalty: 5893.250488
	Iteration 33Q: 3 clusters Score -1.293123e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 143311 members 
Entering Unmasked Estep 
Score: -12931270.000000 Penalty: 5893.250488
	Iteration 34Q: 3 clusters Score -1.293127e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -12931333.000000 Penalty: 5893.250488
	Iteration 35Q: 3 clusters Score -1.293133e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -12931378.000000 Penalty: 5893.250488
	Iteration 36Q: 3 clusters Score -1.293138e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 143523 members 
Entering Unmasked Estep 
Score: -12931406.000000 Penalty: 5893.250488
	Iteration 37Q: 3 clusters Score -1.293141e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -12931429.000000 Penalty: 5893.250488
	Iteration 38Q: 3 clusters Score -1.293143e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -12931453.000000 Penalty: 5893.250488
	Iteration 39Q: 3 clusters Score -1.293145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -12931466.000000 Penalty: 5893.250488
	Iteration 40F: 3 clusters Score -1.293147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -12931460.000000 Penalty: 5893.250488
	Iteration 41Q: 3 clusters Score -1.293146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 143655 members 
Entering Unmasked Estep 
Score: -12931471.000000 Penalty: 5893.250488
	Iteration 42Q: 3 clusters Score -1.293147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -12931489.000000 Penalty: 5893.250488
	Iteration 43Q: 3 clusters Score -1.293149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 143683 members 
Entering Unmasked Estep 
Score: -12931493.000000 Penalty: 5893.250488
	Iteration 44Q: 3 clusters Score -1.293149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -12931495.000000 Penalty: 5893.250488
	Iteration 45Q: 3 clusters Score -1.29315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 143707 members 
Entering Unmasked Estep 
Score: -12931496.000000 Penalty: 5893.250488
	Iteration 46Q: 3 clusters Score -1.29315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -12931499.000000 Penalty: 5893.250488
	Iteration 47Q: 3 clusters Score -1.29315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 143724 members 
Entering Unmasked Estep 
Score: -12931503.000000 Penalty: 5893.250488
	Iteration 48Q: 3 clusters Score -1.29315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -12931498.000000 Penalty: 5893.250488
	Iteration 49Q: 3 clusters Score -1.29315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -12931495.000000 Penalty: 5893.250488
	Iteration 50Q: 3 clusters Score -1.29315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -12931499.000000 Penalty: 5893.250488
	Iteration 51Q: 3 clusters Score -1.29315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -12931499.000000 Penalty: 5893.250488
	Iteration 52F: 3 clusters Score -1.29315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -280856.812500 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -280856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -277345.875000 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -277345.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -278110.968750 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -278111 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -278301.906250 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -278301.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -278399.781250 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -278399.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -278453.718750 Penalty: 4030.166016
	Iteration 4Q: 3 clusters Score -278453.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -278493.812500 Penalty: 4030.166016
	Iteration 5Q: 3 clusters Score -278493.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -278527.906250 Penalty: 4030.166016
	Iteration 6Q: 3 clusters Score -278527.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -278563.968750 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -278564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -278608.656250 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -278608.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -278650.375000 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -278650.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -278684.750000 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -278684.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -278716.750000 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -278716.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -278754.000000 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -278754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -278797.156250 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -278797.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -278838.218750 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -278838.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -278879.968750 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -278880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -278925.468750 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -278925.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -278972.875000 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -278972.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -279019.125000 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -279019.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -279073.937500 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -279073.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -279126.031250 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -279126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -279162.875000 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -279162.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -279186.250000 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -279186.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -279202.562500 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -279202.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -279213.750000 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -279213.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -279221.281250 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -279221.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -279229.968750 Penalty: 4030.166016
	Iteration 26Q: 3 clusters Score -279230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -279237.687500 Penalty: 4030.166016
	Iteration 27Q: 3 clusters Score -279237.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -279242.343750 Penalty: 4030.166016
	Iteration 28Q: 3 clusters Score -279242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -279244.375000 Penalty: 4030.166016
	Iteration 29Q: 3 clusters Score -279244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -279249.281250 Penalty: 4030.166016
	Iteration 30Q: 3 clusters Score -279249.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -279255.125000 Penalty: 4030.166016
	Iteration 31Q: 3 clusters Score -279255.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -279262.000000 Penalty: 4030.166016
	Iteration 32Q: 3 clusters Score -279262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -279268.625000 Penalty: 4030.166016
	Iteration 33Q: 3 clusters Score -279268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -279274.156250 Penalty: 4030.166016
	Iteration 34Q: 3 clusters Score -279274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -279278.500000 Penalty: 4030.166016
	Iteration 35Q: 3 clusters Score -279278.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -279282.500000 Penalty: 4030.166016
	Iteration 36Q: 3 clusters Score -279282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -279287.750000 Penalty: 4030.166016
	Iteration 37Q: 3 clusters Score -279287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -279292.968750 Penalty: 4030.166016
	Iteration 38Q: 3 clusters Score -279293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -279298.781250 Penalty: 4030.166016
	Iteration 39Q: 3 clusters Score -279298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -279303.218750 Penalty: 4030.166016
	Iteration 40F: 3 clusters Score -279303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -279306.125000 Penalty: 4030.166016
	Iteration 41Q: 3 clusters Score -279306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -279307.687500 Penalty: 4030.166016
	Iteration 42Q: 3 clusters Score -279307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -279308.562500 Penalty: 4030.166016
	Iteration 43Q: 3 clusters Score -279308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -279309.000000 Penalty: 4030.166016
	Iteration 44Q: 3 clusters Score -279309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -279310.281250 Penalty: 4030.166016
	Iteration 45Q: 3 clusters Score -279310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -279311.125000 Penalty: 4030.166016
	Iteration 46Q: 3 clusters Score -279311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -279313.000000 Penalty: 4030.166016
	Iteration 47Q: 3 clusters Score -279313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -279314.906250 Penalty: 4030.166016
	Iteration 48Q: 3 clusters Score -279314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -279316.968750 Penalty: 4030.166016
	Iteration 49Q: 3 clusters Score -279317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -279317.406250 Penalty: 4030.166016
	Iteration 50Q: 3 clusters Score -279317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -279317.750000 Penalty: 4030.166016
	Iteration 51Q: 3 clusters Score -279317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -279317.437500 Penalty: 4030.166016
	Iteration 52Q: 3 clusters Score -279317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -279317.437500 Penalty: 4030.166016
	Iteration 53F: 3 clusters Score -279317.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Entering Unmasked Estep 
Score: -3577853.750000 Penalty: 2637.256592
	Iteration 0F: 2 clusters Score -3577854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3549817.000000 Penalty: 5274.513184
	Iteration 0F: 3 clusters Score -3549817 nChanged 19048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3560741.500000 Penalty: 5274.513184
	Iteration 1F: 3 clusters Score -3560742 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3561806.500000 Penalty: 5274.513184
	Iteration 2F: 3 clusters Score -3561806 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3563115.000000 Penalty: 5274.513184
	Iteration 3F: 3 clusters Score -3563115 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3564745.500000 Penalty: 5274.513184
	Iteration 4F: 3 clusters Score -3564746 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3566347.000000 Penalty: 5274.513184
	Iteration 5F: 3 clusters Score -3566347 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3567773.500000 Penalty: 5274.513184
	Iteration 6F: 3 clusters Score -3567774 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3568835.000000 Penalty: 5274.513184
	Iteration 7F: 3 clusters Score -3568835 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3569555.500000 Penalty: 5274.513184
	Iteration 8Q: 3 clusters Score -3569556 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3570053.000000 Penalty: 5274.513184
	Iteration 9Q: 3 clusters Score -3570053 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3570412.500000 Penalty: 5274.513184
	Iteration 10Q: 3 clusters Score -3570412 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3570716.250000 Penalty: 5274.513184
	Iteration 11Q: 3 clusters Score -3570716 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3571001.750000 Penalty: 5274.513184
	Iteration 12Q: 3 clusters Score -3571002 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -3571261.500000 Penalty: 5274.513184
	Iteration 13Q: 3 clusters Score -3571262 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -3571536.750000 Penalty: 5274.513184
	Iteration 14Q: 3 clusters Score -3571537 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -3571767.000000 Penalty: 5274.513184
	Iteration 15Q: 3 clusters Score -3571767 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -3571967.750000 Penalty: 5274.513184
	Iteration 16Q: 3 clusters Score -3571968 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -3572161.500000 Penalty: 5274.513184
	Iteration 17Q: 3 clusters Score -3572162 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -3572346.000000 Penalty: 5274.513184
	Iteration 18Q: 3 clusters Score -3572346 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -3572529.250000 Penalty: 5274.513184
	Iteration 19Q: 3 clusters Score -3572529 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -3572717.000000 Penalty: 5274.513184
	Iteration 20F: 3 clusters Score -3572717 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -3572924.500000 Penalty: 5274.513184
	Iteration 21Q: 3 clusters Score -3572924 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3573161.500000 Penalty: 5274.513184
	Iteration 22Q: 3 clusters Score -3573162 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -3573422.750000 Penalty: 5274.513184
	Iteration 23Q: 3 clusters Score -3573423 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -3573729.000000 Penalty: 5274.513184
	Iteration 24Q: 3 clusters Score -3573729 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -3574084.750000 Penalty: 5274.513184
	Iteration 25Q: 3 clusters Score -3574085 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -3574478.250000 Penalty: 5274.513184
	Iteration 26Q: 3 clusters Score -3574478 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -3574954.750000 Penalty: 5274.513184
	Iteration 27Q: 3 clusters Score -3574955 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -3575365.000000 Penalty: 5274.513184
	Iteration 28Q: 3 clusters Score -3575365 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -3575650.000000 Penalty: 5274.513184
	Iteration 29Q: 3 clusters Score -3575650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -3575814.000000 Penalty: 5274.513184
	Iteration 30Q: 3 clusters Score -3575814 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -3575916.250000 Penalty: 5274.513184
	Iteration 31Q: 3 clusters Score -3575916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -3575977.250000 Penalty: 5274.513184
	Iteration 32Q: 3 clusters Score -3575977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -3576025.750000 Penalty: 5274.513184
	Iteration 33Q: 3 clusters Score -3576026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3576072.000000 Penalty: 5274.513184
	Iteration 34Q: 3 clusters Score -3576072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -3576099.250000 Penalty: 5274.513184
	Iteration 35Q: 3 clusters Score -3576099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -3576141.500000 Penalty: 5274.513184
	Iteration 36Q: 3 clusters Score -3576142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -3576155.500000 Penalty: 5274.513184
	Iteration 37Q: 3 clusters Score -3576156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -3576162.500000 Penalty: 5274.513184
	Iteration 38Q: 3 clusters Score -3576162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -3576182.750000 Penalty: 5274.513184
	Iteration 39Q: 3 clusters Score -3576183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3576189.750000 Penalty: 5274.513184
	Iteration 40F: 3 clusters Score -3576190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3576197.750000 Penalty: 5274.513184
	Iteration 41Q: 3 clusters Score -3576198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -3576196.250000 Penalty: 5274.513184
	Iteration 42Q: 3 clusters Score -3576196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -3576203.750000 Penalty: 5274.513184
	Iteration 43Q: 3 clusters Score -3576204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -3576201.500000 Penalty: 5274.513184
	Iteration 44Q: 3 clusters Score -3576202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -3576200.250000 Penalty: 5274.513184
	Iteration 45Q: 3 clusters Score -3576200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -3576201.750000 Penalty: 5274.513184
	Iteration 46Q: 3 clusters Score -3576202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -3576198.250000 Penalty: 5274.513184
	Iteration 47Q: 3 clusters Score -3576198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -3576201.500000 Penalty: 5274.513184
	Iteration 48Q: 3 clusters Score -3576202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -3576202.250000 Penalty: 5274.513184
	Iteration 49Q: 3 clusters Score -3576202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -3576200.500000 Penalty: 5274.513184
	Iteration 50Q: 3 clusters Score -3576200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -3576202.000000 Penalty: 5274.513184
	Iteration 51Q: 3 clusters Score -3576202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -3576201.500000 Penalty: 5274.513184
	Iteration 52Q: 3 clusters Score -3576202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -3576208.750000 Penalty: 5274.513184
	Iteration 53Q: 3 clusters Score -3576209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -3576208.750000 Penalty: 5274.513184
	Iteration 54Q: 3 clusters Score -3576209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -3576206.750000 Penalty: 5274.513184
	Iteration 55Q: 3 clusters Score -3576207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -3576204.250000 Penalty: 5274.513184
	Iteration 56Q: 3 clusters Score -3576204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -3576205.250000 Penalty: 5274.513184
	Iteration 57Q: 3 clusters Score -3576205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -3576205.250000 Penalty: 5274.513184
	Iteration 58F: 3 clusters Score -3576205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Entering Unmasked Estep 
Score: -1791165.375000 Penalty: 2459.622803
	Iteration 0F: 2 clusters Score -1791165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1776916.375000 Penalty: 4919.245605
	Iteration 0F: 3 clusters Score -1776916 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1781773.250000 Penalty: 4919.245605
	Iteration 1F: 3 clusters Score -1781773 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1782356.000000 Penalty: 4919.245605
	Iteration 2F: 3 clusters Score -1782356 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1782962.000000 Penalty: 4919.245605
	Iteration 3F: 3 clusters Score -1782962 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1783693.125000 Penalty: 4919.245605
	Iteration 4F: 3 clusters Score -1783693 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1784595.625000 Penalty: 4919.245605
	Iteration 5F: 3 clusters Score -1784596 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1785748.375000 Penalty: 4919.245605
	Iteration 6F: 3 clusters Score -1785748 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1787253.000000 Penalty: 4919.245605
	Iteration 7F: 3 clusters Score -1787253 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1788889.125000 Penalty: 4919.245605
	Iteration 8F: 3 clusters Score -1788889 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1790063.125000 Penalty: 4919.245605
	Iteration 9F: 3 clusters Score -1790063 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1790616.000000 Penalty: 4919.245605
	Iteration 10Q: 3 clusters Score -1790616 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1790836.250000 Penalty: 4919.245605
	Iteration 11Q: 3 clusters Score -1790836 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1790971.750000 Penalty: 4919.245605
	Iteration 12Q: 3 clusters Score -1790972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1791015.250000 Penalty: 4919.245605
	Iteration 13Q: 3 clusters Score -1791015 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1791031.125000 Penalty: 4919.245605
	Iteration 14Q: 3 clusters Score -1791031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1791041.625000 Penalty: 4919.245605
	Iteration 15Q: 3 clusters Score -1791042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1791055.375000 Penalty: 4919.245605
	Iteration 16Q: 3 clusters Score -1791055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1791057.250000 Penalty: 4919.245605
	Iteration 17Q: 3 clusters Score -1791057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1791058.875000 Penalty: 4919.245605
	Iteration 18Q: 3 clusters Score -1791059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1791066.375000 Penalty: 4919.245605
	Iteration 19Q: 3 clusters Score -1791066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1791066.125000 Penalty: 4919.245605
	Iteration 20F: 3 clusters Score -1791066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1791069.750000 Penalty: 4919.245605
	Iteration 21Q: 3 clusters Score -1791070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1791070.625000 Penalty: 4919.245605
	Iteration 22Q: 3 clusters Score -1791071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1791065.000000 Penalty: 4919.245605
	Iteration 23Q: 3 clusters Score -1791065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1791066.875000 Penalty: 4919.245605
	Iteration 24Q: 3 clusters Score -1791067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1791070.500000 Penalty: 4919.245605
	Iteration 25Q: 3 clusters Score -1791070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1791071.250000 Penalty: 4919.245605
	Iteration 26Q: 3 clusters Score -1791071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1791072.000000 Penalty: 4919.245605
	Iteration 27Q: 3 clusters Score -1791072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1791070.500000 Penalty: 4919.245605
	Iteration 28Q: 3 clusters Score -1791070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1791071.625000 Penalty: 4919.245605
	Iteration 29Q: 3 clusters Score -1791072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1791068.125000 Penalty: 4919.245605
	Iteration 30Q: 3 clusters Score -1791068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1791068.625000 Penalty: 4919.245605
	Iteration 31Q: 3 clusters Score -1791069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1791070.500000 Penalty: 4919.245605
	Iteration 32Q: 3 clusters Score -1791070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1791072.125000 Penalty: 4919.245605
	Iteration 33Q: 3 clusters Score -1791072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1791071.625000 Penalty: 4919.245605
	Iteration 34Q: 3 clusters Score -1791072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1791072.000000 Penalty: 4919.245605
	Iteration 35Q: 3 clusters Score -1791072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1791071.000000 Penalty: 4919.245605
	Iteration 36Q: 3 clusters Score -1791071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1791070.375000 Penalty: 4919.245605
	Iteration 37Q: 3 clusters Score -1791070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1791070.375000 Penalty: 4919.245605
	Iteration 38F: 3 clusters Score -1791070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Entering Unmasked Estep 
Score: -2225831.750000 Penalty: 2521.112305
	Iteration 0F: 2 clusters Score -2225832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2207884.250000 Penalty: 5042.224609
	Iteration 0F: 3 clusters Score -2207884 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2214258.500000 Penalty: 5042.224609
	Iteration 1F: 3 clusters Score -2214258 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2214913.500000 Penalty: 5042.224609
	Iteration 2F: 3 clusters Score -2214914 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2215610.000000 Penalty: 5042.224609
	Iteration 3F: 3 clusters Score -2215610 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2216419.500000 Penalty: 5042.224609
	Iteration 4F: 3 clusters Score -2216420 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2217362.000000 Penalty: 5042.224609
	Iteration 5F: 3 clusters Score -2217362 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2218375.250000 Penalty: 5042.224609
	Iteration 6F: 3 clusters Score -2218375 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2219477.000000 Penalty: 5042.224609
	Iteration 7F: 3 clusters Score -2219477 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2220597.000000 Penalty: 5042.224609
	Iteration 8F: 3 clusters Score -2220597 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2221672.250000 Penalty: 5042.224609
	Iteration 9Q: 3 clusters Score -2221672 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2222466.500000 Penalty: 5042.224609
	Iteration 10Q: 3 clusters Score -2222466 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2222970.500000 Penalty: 5042.224609
	Iteration 11Q: 3 clusters Score -2222970 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2223267.000000 Penalty: 5042.224609
	Iteration 12Q: 3 clusters Score -2223267 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2223483.500000 Penalty: 5042.224609
	Iteration 13Q: 3 clusters Score -2223484 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2223616.000000 Penalty: 5042.224609
	Iteration 14Q: 3 clusters Score -2223616 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2223708.000000 Penalty: 5042.224609
	Iteration 15Q: 3 clusters Score -2223708 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2223751.250000 Penalty: 5042.224609
	Iteration 16Q: 3 clusters Score -2223751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2223797.000000 Penalty: 5042.224609
	Iteration 17Q: 3 clusters Score -2223797 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2223846.500000 Penalty: 5042.224609
	Iteration 18Q: 3 clusters Score -2223846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2223874.250000 Penalty: 5042.224609
	Iteration 19Q: 3 clusters Score -2223874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2223894.000000 Penalty: 5042.224609
	Iteration 20F: 3 clusters Score -2223894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2223913.250000 Penalty: 5042.224609
	Iteration 21Q: 3 clusters Score -2223913 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2223932.500000 Penalty: 5042.224609
	Iteration 22Q: 3 clusters Score -2223932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2223949.000000 Penalty: 5042.224609
	Iteration 23Q: 3 clusters Score -2223949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2223957.500000 Penalty: 5042.224609
	Iteration 24Q: 3 clusters Score -2223958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2223979.250000 Penalty: 5042.224609
	Iteration 25Q: 3 clusters Score -2223979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2223993.250000 Penalty: 5042.224609
	Iteration 26Q: 3 clusters Score -2223993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2224006.000000 Penalty: 5042.224609
	Iteration 27Q: 3 clusters Score -2224006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2224022.750000 Penalty: 5042.224609
	Iteration 28Q: 3 clusters Score -2224023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2224040.250000 Penalty: 5042.224609
	Iteration 29Q: 3 clusters Score -2224040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2224040.250000 Penalty: 5042.224609
	Iteration 30Q: 3 clusters Score -2224040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2224042.250000 Penalty: 5042.224609
	Iteration 31Q: 3 clusters Score -2224042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2224055.000000 Penalty: 5042.224609
	Iteration 32Q: 3 clusters Score -2224055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2224056.750000 Penalty: 5042.224609
	Iteration 33Q: 3 clusters Score -2224057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2224068.250000 Penalty: 5042.224609
	Iteration 34Q: 3 clusters Score -2224068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2224076.000000 Penalty: 5042.224609
	Iteration 35Q: 3 clusters Score -2224076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2224088.750000 Penalty: 5042.224609
	Iteration 36Q: 3 clusters Score -2224089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2224089.000000 Penalty: 5042.224609
	Iteration 37Q: 3 clusters Score -2224089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2224088.000000 Penalty: 5042.224609
	Iteration 38Q: 3 clusters Score -2224088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2224098.000000 Penalty: 5042.224609
	Iteration 39Q: 3 clusters Score -2224098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2224098.250000 Penalty: 5042.224609
	Iteration 40F: 3 clusters Score -2224098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2224101.250000 Penalty: 5042.224609
	Iteration 41Q: 3 clusters Score -2224101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2224102.500000 Penalty: 5042.224609
	Iteration 42Q: 3 clusters Score -2224102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2224102.250000 Penalty: 5042.224609
	Iteration 43Q: 3 clusters Score -2224102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2224105.250000 Penalty: 5042.224609
	Iteration 44Q: 3 clusters Score -2224105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2224107.000000 Penalty: 5042.224609
	Iteration 45Q: 3 clusters Score -2224107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2224109.000000 Penalty: 5042.224609
	Iteration 46Q: 3 clusters Score -2224109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2224111.750000 Penalty: 5042.224609
	Iteration 47Q: 3 clusters Score -2224112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2224110.250000 Penalty: 5042.224609
	Iteration 48Q: 3 clusters Score -2224110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2224111.250000 Penalty: 5042.224609
	Iteration 49Q: 3 clusters Score -2224111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2224109.750000 Penalty: 5042.224609
	Iteration 50Q: 3 clusters Score -2224110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2224107.500000 Penalty: 5042.224609
	Iteration 51Q: 3 clusters Score -2224108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2224112.750000 Penalty: 5042.224609
	Iteration 52Q: 3 clusters Score -2224113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2224114.750000 Penalty: 5042.224609
	Iteration 53Q: 3 clusters Score -2224115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2224117.250000 Penalty: 5042.224609
	Iteration 54Q: 3 clusters Score -2224117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2224117.500000 Penalty: 5042.224609
	Iteration 55Q: 3 clusters Score -2224118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2224118.750000 Penalty: 5042.224609
	Iteration 56Q: 3 clusters Score -2224119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2224118.750000 Penalty: 5042.224609
	Iteration 57F: 3 clusters Score -2224119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -236776.109375 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -236776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -233542.359375 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -233542.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -234247.875000 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -234247.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -234452.968750 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -234453 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -234571.765625 Penalty: 3956.220947
	Iteration 3Q: 3 clusters Score -234571.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -234701.687500 Penalty: 3956.220947
	Iteration 4Q: 3 clusters Score -234701.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -234823.203125 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -234823.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -234926.812500 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -234926.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -235016.015625 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -235016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -235091.000000 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -235091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -235162.875000 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -235162.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -235231.156250 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -235231.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -235305.312500 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -235305.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -235382.500000 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -235382.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -235459.140625 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -235459.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -235530.984375 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -235531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -235589.406250 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -235589.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -235635.375000 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -235635.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -235661.750000 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -235661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -235678.968750 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -235679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -235696.421875 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -235696.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -235708.671875 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -235708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -235716.218750 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -235716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -235722.453125 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -235722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -235729.843750 Penalty: 3956.220947
	Iteration 23Q: 3 clusters Score -235729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -235731.734375 Penalty: 3956.220947
	Iteration 24Q: 3 clusters Score -235731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -235733.781250 Penalty: 3956.220947
	Iteration 25Q: 3 clusters Score -235733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -235735.328125 Penalty: 3956.220947
	Iteration 26Q: 3 clusters Score -235735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -235736.140625 Penalty: 3956.220947
	Iteration 27Q: 3 clusters Score -235736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -235737.000000 Penalty: 3956.220947
	Iteration 28Q: 3 clusters Score -235737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -235738.546875 Penalty: 3956.220947
	Iteration 29Q: 3 clusters Score -235738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -235739.250000 Penalty: 3956.220947
	Iteration 30Q: 3 clusters Score -235739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -235739.250000 Penalty: 3956.220947
	Iteration 31F: 3 clusters Score -235739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -22712.947266 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -22712.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21444.277344 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -21444.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21516.296875 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -21516.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21566.095703 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -21566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21584.023438 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -21584.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21631.050781 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -21631.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21645.896484 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -21645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21659.748047 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -21659.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21665.166016 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -21665.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21667.275391 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -21667.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21690.318359 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -21690.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21699.833984 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -21699.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21704.462891 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -21704.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21711.628906 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -21711.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21711.628906 Penalty: 2837.274658
	Iteration 13F: 3 clusters Score -21711.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (144624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144624 members 
Entering Unmasked Estep 
Score: -13126878.000000 Penalty: 2946.709229
	Iteration 0F: 2 clusters Score -1.312688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -13030145.000000 Penalty: 5893.418457
	Iteration 0F: 3 clusters Score -1.303014e+07 nChanged 68861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -13070038.000000 Penalty: 5893.418457
	Iteration 1F: 3 clusters Score -1.307004e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -13071079.000000 Penalty: 5893.418457
	Iteration 2Q: 3 clusters Score -1.307108e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -13072548.000000 Penalty: 5893.418457
	Iteration 3Q: 3 clusters Score -1.307255e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -13074985.000000 Penalty: 5893.418457
	Iteration 4Q: 3 clusters Score -1.307498e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -13078928.000000 Penalty: 5893.418457
	Iteration 5F: 3 clusters Score -1.307893e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -13084407.000000 Penalty: 5893.418457
	Iteration 6F: 3 clusters Score -1.308441e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -13090748.000000 Penalty: 5893.418457
	Iteration 7F: 3 clusters Score -1.309075e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -13096603.000000 Penalty: 5893.418457
	Iteration 8F: 3 clusters Score -1.30966e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -13100875.000000 Penalty: 5893.418457
	Iteration 9F: 3 clusters Score -1.310088e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -13103933.000000 Penalty: 5893.418457
	Iteration 10Q: 3 clusters Score -1.310393e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -13106384.000000 Penalty: 5893.418457
	Iteration 11Q: 3 clusters Score -1.310638e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -13108432.000000 Penalty: 5893.418457
	Iteration 12Q: 3 clusters Score -1.310843e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -13110868.000000 Penalty: 5893.418457
	Iteration 13Q: 3 clusters Score -1.311087e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -13113422.000000 Penalty: 5893.418457
	Iteration 14Q: 3 clusters Score -1.311342e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -13115819.000000 Penalty: 5893.418457
	Iteration 15Q: 3 clusters Score -1.311582e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -13117714.000000 Penalty: 5893.418457
	Iteration 16Q: 3 clusters Score -1.311771e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132004 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -13119197.000000 Penalty: 5893.418457
	Iteration 17Q: 3 clusters Score -1.31192e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -13120266.000000 Penalty: 5893.418457
	Iteration 18Q: 3 clusters Score -1.312027e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135340 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -13121162.000000 Penalty: 5893.418457
	Iteration 19Q: 3 clusters Score -1.312116e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136588 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -13121977.000000 Penalty: 5893.418457
	Iteration 20F: 3 clusters Score -1.312198e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137623 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -13122644.000000 Penalty: 5893.418457
	Iteration 21Q: 3 clusters Score -1.312264e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138433 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -13123193.000000 Penalty: 5893.418457
	Iteration 22Q: 3 clusters Score -1.312319e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -13123656.000000 Penalty: 5893.418457
	Iteration 23Q: 3 clusters Score -1.312366e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139541 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -13123933.000000 Penalty: 5893.418457
	Iteration 24Q: 3 clusters Score -1.312393e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139932 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -13124147.000000 Penalty: 5893.418457
	Iteration 25Q: 3 clusters Score -1.312415e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -13124371.000000 Penalty: 5893.418457
	Iteration 26Q: 3 clusters Score -1.312437e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -13124484.000000 Penalty: 5893.418457
	Iteration 27Q: 3 clusters Score -1.312448e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -13124571.000000 Penalty: 5893.418457
	Iteration 28Q: 3 clusters Score -1.312457e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -13124653.000000 Penalty: 5893.418457
	Iteration 29Q: 3 clusters Score -1.312465e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141089 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -13124768.000000 Penalty: 5893.418457
	Iteration 30Q: 3 clusters Score -1.312477e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -13124824.000000 Penalty: 5893.418457
	Iteration 31Q: 3 clusters Score -1.312482e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13124861.000000 Penalty: 5893.418457
	Iteration 32Q: 3 clusters Score -1.312486e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141442 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -13124894.000000 Penalty: 5893.418457
	Iteration 33Q: 3 clusters Score -1.312489e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141520 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -13124884.000000 Penalty: 5893.418457
	Iteration 34Q: 3 clusters Score -1.312488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141573 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -13124871.000000 Penalty: 5893.418457
	Iteration 35Q: 3 clusters Score -1.312487e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141632 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13124908.000000 Penalty: 5893.418457
	Iteration 36Q: 3 clusters Score -1.312491e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -13124912.000000 Penalty: 5893.418457
	Iteration 37Q: 3 clusters Score -1.312491e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13124932.000000 Penalty: 5893.418457
	Iteration 38Q: 3 clusters Score -1.312493e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141814 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -13124962.000000 Penalty: 5893.418457
	Iteration 39Q: 3 clusters Score -1.312496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -13124955.000000 Penalty: 5893.418457
	Iteration 40F: 3 clusters Score -1.312496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13124961.000000 Penalty: 5893.418457
	Iteration 41Q: 3 clusters Score -1.312496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -13124957.000000 Penalty: 5893.418457
	Iteration 42Q: 3 clusters Score -1.312496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -13124963.000000 Penalty: 5893.418457
	Iteration 43Q: 3 clusters Score -1.312496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13124955.000000 Penalty: 5893.418457
	Iteration 44Q: 3 clusters Score -1.312496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -13124946.000000 Penalty: 5893.418457
	Iteration 45Q: 3 clusters Score -1.312495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141986 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -13124930.000000 Penalty: 5893.418457
	Iteration 46Q: 3 clusters Score -1.312493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141995 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -13124921.000000 Penalty: 5893.418457
	Iteration 47Q: 3 clusters Score -1.312492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142002 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -13124927.000000 Penalty: 5893.418457
	Iteration 48Q: 3 clusters Score -1.312493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -13124931.000000 Penalty: 5893.418457
	Iteration 49Q: 3 clusters Score -1.312493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -13124929.000000 Penalty: 5893.418457
	Iteration 50Q: 3 clusters Score -1.312493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -13124931.000000 Penalty: 5893.418457
	Iteration 51Q: 3 clusters Score -1.312493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13124928.000000 Penalty: 5893.418457
	Iteration 52Q: 3 clusters Score -1.312493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -13124935.000000 Penalty: 5893.418457
	Iteration 53Q: 3 clusters Score -1.312494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142023 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13124944.000000 Penalty: 5893.418457
	Iteration 54Q: 3 clusters Score -1.312494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13124942.000000 Penalty: 5893.418457
	Iteration 55Q: 3 clusters Score -1.312494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13124944.000000 Penalty: 5893.418457
	Iteration 56Q: 3 clusters Score -1.312494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13124944.000000 Penalty: 5893.418457
	Iteration 57F: 3 clusters Score -1.312494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Entering Unmasked Estep 
Score: -1396778.125000 Penalty: 2409.586182
	Iteration 0F: 2 clusters Score -1396778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1385058.000000 Penalty: 4819.172363
	Iteration 0F: 3 clusters Score -1385058 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1389101.125000 Penalty: 4819.172363
	Iteration 1F: 3 clusters Score -1389101 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1389731.500000 Penalty: 4819.172363
	Iteration 2F: 3 clusters Score -1389732 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1390288.000000 Penalty: 4819.172363
	Iteration 3F: 3 clusters Score -1390288 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1390829.250000 Penalty: 4819.172363
	Iteration 4F: 3 clusters Score -1390829 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1391446.500000 Penalty: 4819.172363
	Iteration 5F: 3 clusters Score -1391446 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1392095.375000 Penalty: 4819.172363
	Iteration 6F: 3 clusters Score -1392095 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1392687.750000 Penalty: 4819.172363
	Iteration 7F: 3 clusters Score -1392688 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1393226.125000 Penalty: 4819.172363
	Iteration 8F: 3 clusters Score -1393226 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1393762.375000 Penalty: 4819.172363
	Iteration 9Q: 3 clusters Score -1393762 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1394340.375000 Penalty: 4819.172363
	Iteration 10Q: 3 clusters Score -1394340 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1394931.125000 Penalty: 4819.172363
	Iteration 11Q: 3 clusters Score -1394931 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1395497.625000 Penalty: 4819.172363
	Iteration 12Q: 3 clusters Score -1395498 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1395827.750000 Penalty: 4819.172363
	Iteration 13Q: 3 clusters Score -1395828 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1395972.000000 Penalty: 4819.172363
	Iteration 14Q: 3 clusters Score -1395972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1396039.125000 Penalty: 4819.172363
	Iteration 15Q: 3 clusters Score -1396039 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1396076.250000 Penalty: 4819.172363
	Iteration 16Q: 3 clusters Score -1396076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1396089.625000 Penalty: 4819.172363
	Iteration 17Q: 3 clusters Score -1396090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1396105.250000 Penalty: 4819.172363
	Iteration 18Q: 3 clusters Score -1396105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1396107.875000 Penalty: 4819.172363
	Iteration 19Q: 3 clusters Score -1396108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1396112.750000 Penalty: 4819.172363
	Iteration 20F: 3 clusters Score -1396113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1396120.250000 Penalty: 4819.172363
	Iteration 21Q: 3 clusters Score -1396120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1396122.250000 Penalty: 4819.172363
	Iteration 22Q: 3 clusters Score -1396122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1396122.625000 Penalty: 4819.172363
	Iteration 23Q: 3 clusters Score -1396123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1396128.500000 Penalty: 4819.172363
	Iteration 24Q: 3 clusters Score -1396128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1396137.125000 Penalty: 4819.172363
	Iteration 25Q: 3 clusters Score -1396137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1396134.750000 Penalty: 4819.172363
	Iteration 26Q: 3 clusters Score -1396135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1396150.000000 Penalty: 4819.172363
	Iteration 27Q: 3 clusters Score -1396150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1396160.500000 Penalty: 4819.172363
	Iteration 28Q: 3 clusters Score -1396160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1396169.000000 Penalty: 4819.172363
	Iteration 29Q: 3 clusters Score -1396169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1396183.000000 Penalty: 4819.172363
	Iteration 30Q: 3 clusters Score -1396183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1396198.250000 Penalty: 4819.172363
	Iteration 31Q: 3 clusters Score -1396198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1396214.125000 Penalty: 4819.172363
	Iteration 32Q: 3 clusters Score -1396214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1396237.250000 Penalty: 4819.172363
	Iteration 33Q: 3 clusters Score -1396237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1396259.750000 Penalty: 4819.172363
	Iteration 34Q: 3 clusters Score -1396260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1396295.750000 Penalty: 4819.172363
	Iteration 35Q: 3 clusters Score -1396296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1396318.750000 Penalty: 4819.172363
	Iteration 36Q: 3 clusters Score -1396319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1396334.375000 Penalty: 4819.172363
	Iteration 37Q: 3 clusters Score -1396334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1396347.625000 Penalty: 4819.172363
	Iteration 38Q: 3 clusters Score -1396348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1396349.000000 Penalty: 4819.172363
	Iteration 39Q: 3 clusters Score -1396349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1396354.750000 Penalty: 4819.172363
	Iteration 40F: 3 clusters Score -1396355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1396360.125000 Penalty: 4819.172363
	Iteration 41Q: 3 clusters Score -1396360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1396357.875000 Penalty: 4819.172363
	Iteration 42Q: 3 clusters Score -1396358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1396364.125000 Penalty: 4819.172363
	Iteration 43Q: 3 clusters Score -1396364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1396363.000000 Penalty: 4819.172363
	Iteration 44Q: 3 clusters Score -1396363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1396362.125000 Penalty: 4819.172363
	Iteration 45Q: 3 clusters Score -1396362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1396362.375000 Penalty: 4819.172363
	Iteration 46Q: 3 clusters Score -1396362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1396361.750000 Penalty: 4819.172363
	Iteration 47Q: 3 clusters Score -1396362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1396363.500000 Penalty: 4819.172363
	Iteration 48Q: 3 clusters Score -1396364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1396366.250000 Penalty: 4819.172363
	Iteration 49Q: 3 clusters Score -1396366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1396367.500000 Penalty: 4819.172363
	Iteration 50Q: 3 clusters Score -1396368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1396368.500000 Penalty: 4819.172363
	Iteration 51Q: 3 clusters Score -1396368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1396367.375000 Penalty: 4819.172363
	Iteration 52Q: 3 clusters Score -1396367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1396364.500000 Penalty: 4819.172363
	Iteration 53Q: 3 clusters Score -1396364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1396364.500000 Penalty: 4819.172363
	Iteration 54F: 3 clusters Score -1396364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -532655.937500 Penalty: 2174.683594
	Iteration 0F: 2 clusters Score -532655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -527221.812500 Penalty: 4349.367188
	Iteration 0F: 3 clusters Score -527221.8 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -528867.937500 Penalty: 4349.367188
	Iteration 1F: 3 clusters Score -528867.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -529320.375000 Penalty: 4349.367188
	Iteration 2F: 3 clusters Score -529320.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -529783.875000 Penalty: 4349.367188
	Iteration 3F: 3 clusters Score -529783.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -530495.000000 Penalty: 4349.367188
	Iteration 4F: 3 clusters Score -530495 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -531531.125000 Penalty: 4349.367188
	Iteration 5F: 3 clusters Score -531531.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -532301.062500 Penalty: 4349.367188
	Iteration 6F: 3 clusters Score -532301.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -532748.625000 Penalty: 4349.367188
	Iteration 7F: 3 clusters Score -532748.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -532940.625000 Penalty: 4349.367188
	Iteration 8Q: 3 clusters Score -532940.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -533026.375000 Penalty: 4349.367188
	Iteration 9Q: 3 clusters Score -533026.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -533084.812500 Penalty: 4349.367188
	Iteration 10Q: 3 clusters Score -533084.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -533107.250000 Penalty: 4349.367188
	Iteration 11Q: 3 clusters Score -533107.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -533121.062500 Penalty: 4349.367188
	Iteration 12Q: 3 clusters Score -533121.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -533126.375000 Penalty: 4349.367188
	Iteration 13Q: 3 clusters Score -533126.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -533131.625000 Penalty: 4349.367188
	Iteration 14Q: 3 clusters Score -533131.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -533132.500000 Penalty: 4349.367188
	Iteration 15Q: 3 clusters Score -533132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -533133.812500 Penalty: 4349.367188
	Iteration 16Q: 3 clusters Score -533133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -533136.000000 Penalty: 4349.367188
	Iteration 17Q: 3 clusters Score -533136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -533138.250000 Penalty: 4349.367188
	Iteration 18Q: 3 clusters Score -533138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -533138.625000 Penalty: 4349.367188
	Iteration 19Q: 3 clusters Score -533138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -533137.875000 Penalty: 4349.367188
	Iteration 20F: 3 clusters Score -533137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -533138.812500 Penalty: 4349.367188
	Iteration 21Q: 3 clusters Score -533138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -533139.812500 Penalty: 4349.367188
	Iteration 22Q: 3 clusters Score -533139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -533139.812500 Penalty: 4349.367188
	Iteration 23F: 3 clusters Score -533139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 144575 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 41527 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 305 members 
Mstep: Class 11 contains 144624 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 15 contains 407248 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 153266 members 
Mstep: Class 18 contains 69578 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 69620 members 
Mstep: Class 21 contains 26643 members 
Mstep: Class 22 contains 206953 members 
Mstep: Class 23 contains 209317 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 16935 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 23291 members 
Mstep: Class 30 contains 15903 members 
Mstep: Class 31 contains 2148 members 
Entering Unmasked Estep 
Score: -146482544.000000 Penalty: 110317.765625
Splitting cluster 13 changes total score from -146483440.000000 to -146482544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -1378731.500000 Penalty: 2389.889893
	Iteration 0F: 2 clusters Score -1378732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1367705.750000 Penalty: 4779.779785
	Iteration 0F: 3 clusters Score -1367706 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1371072.500000 Penalty: 4779.779785
	Iteration 1F: 3 clusters Score -1371072 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1371389.625000 Penalty: 4779.779785
	Iteration 2F: 3 clusters Score -1371390 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1371672.750000 Penalty: 4779.779785
	Iteration 3Q: 3 clusters Score -1371673 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1371905.625000 Penalty: 4779.779785
	Iteration 4Q: 3 clusters Score -1371906 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1372139.250000 Penalty: 4779.779785
	Iteration 5Q: 3 clusters Score -1372139 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1372366.625000 Penalty: 4779.779785
	Iteration 6Q: 3 clusters Score -1372367 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1372657.250000 Penalty: 4779.779785
	Iteration 7Q: 3 clusters Score -1372657 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1373023.750000 Penalty: 4779.779785
	Iteration 8Q: 3 clusters Score -1373024 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1373492.250000 Penalty: 4779.779785
	Iteration 9Q: 3 clusters Score -1373492 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1374049.125000 Penalty: 4779.779785
	Iteration 10F: 3 clusters Score -1374049 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1374695.250000 Penalty: 4779.779785
	Iteration 11F: 3 clusters Score -1374695 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1375292.000000 Penalty: 4779.779785
	Iteration 12Q: 3 clusters Score -1375292 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1375753.000000 Penalty: 4779.779785
	Iteration 13Q: 3 clusters Score -1375753 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1376095.125000 Penalty: 4779.779785
	Iteration 14Q: 3 clusters Score -1376095 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1376300.750000 Penalty: 4779.779785
	Iteration 15Q: 3 clusters Score -1376301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1376415.875000 Penalty: 4779.779785
	Iteration 16Q: 3 clusters Score -1376416 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1376516.000000 Penalty: 4779.779785
	Iteration 17Q: 3 clusters Score -1376516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1376561.250000 Penalty: 4779.779785
	Iteration 18Q: 3 clusters Score -1376561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1376591.875000 Penalty: 4779.779785
	Iteration 19Q: 3 clusters Score -1376592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1376615.125000 Penalty: 4779.779785
	Iteration 20F: 3 clusters Score -1376615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1376632.375000 Penalty: 4779.779785
	Iteration 21Q: 3 clusters Score -1376632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1376636.500000 Penalty: 4779.779785
	Iteration 22Q: 3 clusters Score -1376636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1376643.125000 Penalty: 4779.779785
	Iteration 23Q: 3 clusters Score -1376643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1376645.625000 Penalty: 4779.779785
	Iteration 24Q: 3 clusters Score -1376646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1376644.750000 Penalty: 4779.779785
	Iteration 25Q: 3 clusters Score -1376645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1376650.000000 Penalty: 4779.779785
	Iteration 26Q: 3 clusters Score -1376650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1376652.375000 Penalty: 4779.779785
	Iteration 27Q: 3 clusters Score -1376652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1376651.875000 Penalty: 4779.779785
	Iteration 28Q: 3 clusters Score -1376652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1376651.875000 Penalty: 4779.779785
	Iteration 29F: 3 clusters Score -1376652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (407248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407248 members 
Entering Unmasked Estep 
Score: -35897840.000000 Penalty: 3203.459961
	Iteration 0F: 2 clusters Score -3.589784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203206 members 
Mstep: Class 2 contains 204042 members 
Entering Unmasked Estep 
Score: -35629004.000000 Penalty: 6406.919922
	Iteration 0F: 3 clusters Score -3.5629e+07 nChanged 198310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190736 members 
Mstep: Class 2 contains 216512 members 
Entering Unmasked Estep 
Score: -35750552.000000 Penalty: 6406.919922
	Iteration 1F: 3 clusters Score -3.575055e+07 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 226071 members 
Entering Unmasked Estep 
Score: -35757884.000000 Penalty: 6406.919922
	Iteration 2Q: 3 clusters Score -3.575788e+07 nChanged 24246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 241305 members 
Entering Unmasked Estep 
Score: -35771864.000000 Penalty: 6406.919922
	Iteration 3F: 3 clusters Score -3.577186e+07 nChanged 31856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 263211 members 
Entering Unmasked Estep 
Score: -35793060.000000 Penalty: 6406.919922
	Iteration 4F: 3 clusters Score -3.579306e+07 nChanged 35233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 289812 members 
Entering Unmasked Estep 
Score: -35817332.000000 Penalty: 6406.919922
	Iteration 5F: 3 clusters Score -3.581733e+07 nChanged 30980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 315316 members 
Entering Unmasked Estep 
Score: -35837396.000000 Penalty: 6406.919922
	Iteration 6F: 3 clusters Score -3.58374e+07 nChanged 22402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 335312 members 
Entering Unmasked Estep 
Score: -35851488.000000 Penalty: 6406.919922
	Iteration 7F: 3 clusters Score -3.585149e+07 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 349584 members 
Entering Unmasked Estep 
Score: -35859760.000000 Penalty: 6406.919922
	Iteration 8Q: 3 clusters Score -3.585976e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 360200 members 
Entering Unmasked Estep 
Score: -35865628.000000 Penalty: 6406.919922
	Iteration 9Q: 3 clusters Score -3.586563e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 368560 members 
Entering Unmasked Estep 
Score: -35870032.000000 Penalty: 6406.919922
	Iteration 10Q: 3 clusters Score -3.587003e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 375588 members 
Entering Unmasked Estep 
Score: -35873492.000000 Penalty: 6406.919922
	Iteration 11Q: 3 clusters Score -3.587349e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 382077 members 
Entering Unmasked Estep 
Score: -35877276.000000 Penalty: 6406.919922
	Iteration 12Q: 3 clusters Score -3.587728e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 388259 members 
Entering Unmasked Estep 
Score: -35881244.000000 Penalty: 6406.919922
	Iteration 13Q: 3 clusters Score -3.588124e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 393895 members 
Entering Unmasked Estep 
Score: -35885132.000000 Penalty: 6406.919922
	Iteration 14Q: 3 clusters Score -3.588513e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 398739 members 
Entering Unmasked Estep 
Score: -35888712.000000 Penalty: 6406.919922
	Iteration 15Q: 3 clusters Score -3.588871e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 402246 members 
Entering Unmasked Estep 
Score: -35891252.000000 Penalty: 6406.919922
	Iteration 16Q: 3 clusters Score -3.589125e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 404321 members 
Entering Unmasked Estep 
Score: -35892656.000000 Penalty: 6406.919922
	Iteration 17Q: 3 clusters Score -3.589266e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 405239 members 
Entering Unmasked Estep 
Score: -35893252.000000 Penalty: 6406.919922
	Iteration 18Q: 3 clusters Score -3.589325e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 405634 members 
Entering Unmasked Estep 
Score: -35893436.000000 Penalty: 6406.919922
	Iteration 19Q: 3 clusters Score -3.589344e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 405812 members 
Entering Unmasked Estep 
Score: -35894084.000000 Penalty: 6406.919922
	Iteration 20F: 3 clusters Score -3.589408e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 406436 members 
Entering Unmasked Estep 
Score: -35894740.000000 Penalty: 6406.919922
	Iteration 21Q: 3 clusters Score -3.589474e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 406660 members 
Entering Unmasked Estep 
Score: -35894976.000000 Penalty: 6406.919922
	Iteration 22Q: 3 clusters Score -3.589498e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 406758 members 
Entering Unmasked Estep 
Score: -35895040.000000 Penalty: 6406.919922
	Iteration 23Q: 3 clusters Score -3.589504e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406800 members 
Entering Unmasked Estep 
Score: -35895096.000000 Penalty: 6406.919922
	Iteration 24Q: 3 clusters Score -3.58951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406818 members 
Entering Unmasked Estep 
Score: -35895124.000000 Penalty: 6406.919922
	Iteration 25Q: 3 clusters Score -3.589512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 406833 members 
Entering Unmasked Estep 
Score: -35895168.000000 Penalty: 6406.919922
	Iteration 26Q: 3 clusters Score -3.589517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 406840 members 
Entering Unmasked Estep 
Score: -35895192.000000 Penalty: 6406.919922
	Iteration 27Q: 3 clusters Score -3.589519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 406843 members 
Entering Unmasked Estep 
Score: -35895212.000000 Penalty: 6406.919922
	Iteration 28Q: 3 clusters Score -3.589521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 406846 members 
Entering Unmasked Estep 
Score: -35895212.000000 Penalty: 6406.919922
	Iteration 29Q: 3 clusters Score -3.589521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406847 members 
Entering Unmasked Estep 
Score: -35895208.000000 Penalty: 6406.919922
	Iteration 30Q: 3 clusters Score -3.589521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 406844 members 
Entering Unmasked Estep 
Score: -35895220.000000 Penalty: 6406.919922
	Iteration 31Q: 3 clusters Score -3.589522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 406846 members 
Entering Unmasked Estep 
Score: -35895224.000000 Penalty: 6406.919922
	Iteration 32Q: 3 clusters Score -3.589522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 406846 members 
Entering Unmasked Estep 
Score: -35895228.000000 Penalty: 6406.919922
	Iteration 33Q: 3 clusters Score -3.589523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 406844 members 
Entering Unmasked Estep 
Score: -35895232.000000 Penalty: 6406.919922
	Iteration 34Q: 3 clusters Score -3.589523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 406842 members 
Entering Unmasked Estep 
Score: -35895244.000000 Penalty: 6406.919922
	Iteration 35Q: 3 clusters Score -3.589524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 406841 members 
Entering Unmasked Estep 
Score: -35895244.000000 Penalty: 6406.919922
	Iteration 36Q: 3 clusters Score -3.589524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 406841 members 
Entering Unmasked Estep 
Score: -35895244.000000 Penalty: 6406.919922
	Iteration 37F: 3 clusters Score -3.589524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -450085.531250 Penalty: 2124.505615
	Iteration 0F: 2 clusters Score -450085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -445394.062500 Penalty: 4249.011230
	Iteration 0F: 3 clusters Score -445394.1 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -446509.281250 Penalty: 4249.011230
	Iteration 1F: 3 clusters Score -446509.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -446706.625000 Penalty: 4249.011230
	Iteration 2F: 3 clusters Score -446706.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -446828.750000 Penalty: 4249.011230
	Iteration 3Q: 3 clusters Score -446828.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -446923.593750 Penalty: 4249.011230
	Iteration 4Q: 3 clusters Score -446923.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -447023.500000 Penalty: 4249.011230
	Iteration 5Q: 3 clusters Score -447023.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -447138.906250 Penalty: 4249.011230
	Iteration 6Q: 3 clusters Score -447138.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -447265.593750 Penalty: 4249.011230
	Iteration 7Q: 3 clusters Score -447265.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -447385.125000 Penalty: 4249.011230
	Iteration 8Q: 3 clusters Score -447385.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -447536.218750 Penalty: 4249.011230
	Iteration 9Q: 3 clusters Score -447536.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -447671.656250 Penalty: 4249.011230
	Iteration 10Q: 3 clusters Score -447671.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -447807.187500 Penalty: 4249.011230
	Iteration 11Q: 3 clusters Score -447807.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -447934.718750 Penalty: 4249.011230
	Iteration 12Q: 3 clusters Score -447934.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -448049.375000 Penalty: 4249.011230
	Iteration 13Q: 3 clusters Score -448049.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -448131.000000 Penalty: 4249.011230
	Iteration 14Q: 3 clusters Score -448131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -448195.468750 Penalty: 4249.011230
	Iteration 15Q: 3 clusters Score -448195.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -448236.906250 Penalty: 4249.011230
	Iteration 16Q: 3 clusters Score -448236.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -448275.843750 Penalty: 4249.011230
	Iteration 17Q: 3 clusters Score -448275.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -448313.375000 Penalty: 4249.011230
	Iteration 18Q: 3 clusters Score -448313.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -448336.250000 Penalty: 4249.011230
	Iteration 19Q: 3 clusters Score -448336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -448357.312500 Penalty: 4249.011230
	Iteration 20F: 3 clusters Score -448357.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -448376.937500 Penalty: 4249.011230
	Iteration 21Q: 3 clusters Score -448376.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -448398.250000 Penalty: 4249.011230
	Iteration 22Q: 3 clusters Score -448398.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -448412.937500 Penalty: 4249.011230
	Iteration 23Q: 3 clusters Score -448412.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -448426.906250 Penalty: 4249.011230
	Iteration 24Q: 3 clusters Score -448426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -448436.968750 Penalty: 4249.011230
	Iteration 25Q: 3 clusters Score -448437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -448444.218750 Penalty: 4249.011230
	Iteration 26Q: 3 clusters Score -448444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -448450.593750 Penalty: 4249.011230
	Iteration 27Q: 3 clusters Score -448450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -448452.437500 Penalty: 4249.011230
	Iteration 28Q: 3 clusters Score -448452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -448454.937500 Penalty: 4249.011230
	Iteration 29Q: 3 clusters Score -448454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -448458.656250 Penalty: 4249.011230
	Iteration 30Q: 3 clusters Score -448458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -448459.718750 Penalty: 4249.011230
	Iteration 31Q: 3 clusters Score -448459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -448463.562500 Penalty: 4249.011230
	Iteration 32Q: 3 clusters Score -448463.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -448474.125000 Penalty: 4249.011230
	Iteration 33Q: 3 clusters Score -448474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -448486.906250 Penalty: 4249.011230
	Iteration 34Q: 3 clusters Score -448486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -448496.093750 Penalty: 4249.011230
	Iteration 35Q: 3 clusters Score -448496.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -448503.312500 Penalty: 4249.011230
	Iteration 36Q: 3 clusters Score -448503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -448509.156250 Penalty: 4249.011230
	Iteration 37Q: 3 clusters Score -448509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -448514.187500 Penalty: 4249.011230
	Iteration 38Q: 3 clusters Score -448514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -448520.312500 Penalty: 4249.011230
	Iteration 39Q: 3 clusters Score -448520.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -448525.875000 Penalty: 4249.011230
	Iteration 40F: 3 clusters Score -448525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -448531.000000 Penalty: 4249.011230
	Iteration 41Q: 3 clusters Score -448531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -448535.500000 Penalty: 4249.011230
	Iteration 42Q: 3 clusters Score -448535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -448538.437500 Penalty: 4249.011230
	Iteration 43Q: 3 clusters Score -448538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -448540.406250 Penalty: 4249.011230
	Iteration 44Q: 3 clusters Score -448540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -448541.000000 Penalty: 4249.011230
	Iteration 45Q: 3 clusters Score -448541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -448541.000000 Penalty: 4249.011230
	Iteration 46F: 3 clusters Score -448541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Entering Unmasked Estep 
Score: -13766307.000000 Penalty: 2961.102539
	Iteration 0F: 2 clusters Score -1.376631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -13663739.000000 Penalty: 5922.205078
	Iteration 0F: 3 clusters Score -1.366374e+07 nChanged 73169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -13706982.000000 Penalty: 5922.205078
	Iteration 1F: 3 clusters Score -1.370698e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -13709119.000000 Penalty: 5922.205078
	Iteration 2Q: 3 clusters Score -1.370912e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -13711892.000000 Penalty: 5922.205078
	Iteration 3Q: 3 clusters Score -1.371189e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -13715887.000000 Penalty: 5922.205078
	Iteration 4F: 3 clusters Score -1.371589e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -13720821.000000 Penalty: 5922.205078
	Iteration 5F: 3 clusters Score -1.372082e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -13726282.000000 Penalty: 5922.205078
	Iteration 6F: 3 clusters Score -1.372628e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -13731666.000000 Penalty: 5922.205078
	Iteration 7F: 3 clusters Score -1.373167e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -13736446.000000 Penalty: 5922.205078
	Iteration 8F: 3 clusters Score -1.373645e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -13740376.000000 Penalty: 5922.205078
	Iteration 9Q: 3 clusters Score -1.374038e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114357 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -13743515.000000 Penalty: 5922.205078
	Iteration 10Q: 3 clusters Score -1.374352e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -13746417.000000 Penalty: 5922.205078
	Iteration 11Q: 3 clusters Score -1.374642e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -13749007.000000 Penalty: 5922.205078
	Iteration 12Q: 3 clusters Score -1.374901e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -13751567.000000 Penalty: 5922.205078
	Iteration 13Q: 3 clusters Score -1.375157e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133958 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -13753960.000000 Penalty: 5922.205078
	Iteration 14Q: 3 clusters Score -1.375396e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137932 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -13755962.000000 Penalty: 5922.205078
	Iteration 15Q: 3 clusters Score -1.375596e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -13757921.000000 Penalty: 5922.205078
	Iteration 16Q: 3 clusters Score -1.375792e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -13759575.000000 Penalty: 5922.205078
	Iteration 17Q: 3 clusters Score -1.375958e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -13760820.000000 Penalty: 5922.205078
	Iteration 18Q: 3 clusters Score -1.376082e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -13761746.000000 Penalty: 5922.205078
	Iteration 19Q: 3 clusters Score -1.376175e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -13762406.000000 Penalty: 5922.205078
	Iteration 20F: 3 clusters Score -1.376241e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13762863.000000 Penalty: 5922.205078
	Iteration 21Q: 3 clusters Score -1.376286e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150653 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13763089.000000 Penalty: 5922.205078
	Iteration 22Q: 3 clusters Score -1.376309e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151027 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -13763312.000000 Penalty: 5922.205078
	Iteration 23Q: 3 clusters Score -1.376331e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13763422.000000 Penalty: 5922.205078
	Iteration 24Q: 3 clusters Score -1.376342e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -13763530.000000 Penalty: 5922.205078
	Iteration 25Q: 3 clusters Score -1.376353e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13763604.000000 Penalty: 5922.205078
	Iteration 26Q: 3 clusters Score -1.37636e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151709 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13763627.000000 Penalty: 5922.205078
	Iteration 27Q: 3 clusters Score -1.376363e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13763687.000000 Penalty: 5922.205078
	Iteration 28Q: 3 clusters Score -1.376369e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13763707.000000 Penalty: 5922.205078
	Iteration 29Q: 3 clusters Score -1.376371e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151908 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13763735.000000 Penalty: 5922.205078
	Iteration 30Q: 3 clusters Score -1.376374e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13763762.000000 Penalty: 5922.205078
	Iteration 31Q: 3 clusters Score -1.376376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151969 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13763761.000000 Penalty: 5922.205078
	Iteration 32Q: 3 clusters Score -1.376376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13763764.000000 Penalty: 5922.205078
	Iteration 33Q: 3 clusters Score -1.376376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13763787.000000 Penalty: 5922.205078
	Iteration 34Q: 3 clusters Score -1.376379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152016 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13763789.000000 Penalty: 5922.205078
	Iteration 35Q: 3 clusters Score -1.376379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152028 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13763780.000000 Penalty: 5922.205078
	Iteration 36Q: 3 clusters Score -1.376378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152045 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13763799.000000 Penalty: 5922.205078
	Iteration 37Q: 3 clusters Score -1.37638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13763810.000000 Penalty: 5922.205078
	Iteration 38Q: 3 clusters Score -1.376381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13763807.000000 Penalty: 5922.205078
	Iteration 39Q: 3 clusters Score -1.376381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13763823.000000 Penalty: 5922.205078
	Iteration 40F: 3 clusters Score -1.376382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13763823.000000 Penalty: 5922.205078
	Iteration 41Q: 3 clusters Score -1.376382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -13763827.000000 Penalty: 5922.205078
	Iteration 42Q: 3 clusters Score -1.376383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13763834.000000 Penalty: 5922.205078
	Iteration 43Q: 3 clusters Score -1.376383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152087 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13763819.000000 Penalty: 5922.205078
	Iteration 44Q: 3 clusters Score -1.376382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13763832.000000 Penalty: 5922.205078
	Iteration 45Q: 3 clusters Score -1.376383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13763838.000000 Penalty: 5922.205078
	Iteration 46Q: 3 clusters Score -1.376384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13763827.000000 Penalty: 5922.205078
	Iteration 47Q: 3 clusters Score -1.376383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13763851.000000 Penalty: 5922.205078
	Iteration 48Q: 3 clusters Score -1.376385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13763859.000000 Penalty: 5922.205078
	Iteration 49Q: 3 clusters Score -1.376386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152129 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13763853.000000 Penalty: 5922.205078
	Iteration 50Q: 3 clusters Score -1.376385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13763844.000000 Penalty: 5922.205078
	Iteration 51Q: 3 clusters Score -1.376384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13763847.000000 Penalty: 5922.205078
	Iteration 52Q: 3 clusters Score -1.376385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13763860.000000 Penalty: 5922.205078
	Iteration 53Q: 3 clusters Score -1.376386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13763867.000000 Penalty: 5922.205078
	Iteration 54Q: 3 clusters Score -1.376387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13763858.000000 Penalty: 5922.205078
	Iteration 55Q: 3 clusters Score -1.376386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13763867.000000 Penalty: 5922.205078
	Iteration 56Q: 3 clusters Score -1.376387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13763871.000000 Penalty: 5922.205078
	Iteration 57Q: 3 clusters Score -1.376387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13763869.000000 Penalty: 5922.205078
	Iteration 58Q: 3 clusters Score -1.376387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152158 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13763874.000000 Penalty: 5922.205078
	Iteration 59Q: 3 clusters Score -1.376387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152161 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -13763887.000000 Penalty: 5922.205078
	Iteration 60F: 3 clusters Score -1.376389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13763879.000000 Penalty: 5922.205078
	Iteration 61Q: 3 clusters Score -1.376388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152165 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13763869.000000 Penalty: 5922.205078
	Iteration 62Q: 3 clusters Score -1.376387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13763875.000000 Penalty: 5922.205078
	Iteration 63Q: 3 clusters Score -1.376388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13763875.000000 Penalty: 5922.205078
	Iteration 64F: 3 clusters Score -1.376388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Entering Unmasked Estep 
Score: -6253558.500000 Penalty: 2765.250488
	Iteration 0F: 2 clusters Score -6253558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -6206991.500000 Penalty: 5530.500977
	Iteration 0F: 3 clusters Score -6206992 nChanged 32614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -6225194.000000 Penalty: 5530.500977
	Iteration 1F: 3 clusters Score -6225194 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -6226521.500000 Penalty: 5530.500977
	Iteration 2Q: 3 clusters Score -6226522 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -6228266.000000 Penalty: 5530.500977
	Iteration 3F: 3 clusters Score -6228266 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6230704.000000 Penalty: 5530.500977
	Iteration 4F: 3 clusters Score -6230704 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6233886.000000 Penalty: 5530.500977
	Iteration 5F: 3 clusters Score -6233886 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6237989.500000 Penalty: 5530.500977
	Iteration 6F: 3 clusters Score -6237990 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -6242580.500000 Penalty: 5530.500977
	Iteration 7F: 3 clusters Score -6242580 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -6246805.000000 Penalty: 5530.500977
	Iteration 8F: 3 clusters Score -6246805 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -6249878.500000 Penalty: 5530.500977
	Iteration 9Q: 3 clusters Score -6249878 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -6251756.000000 Penalty: 5530.500977
	Iteration 10Q: 3 clusters Score -6251756 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -6252478.500000 Penalty: 5530.500977
	Iteration 11Q: 3 clusters Score -6252478 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -6252658.000000 Penalty: 5530.500977
	Iteration 12Q: 3 clusters Score -6252658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -6252748.000000 Penalty: 5530.500977
	Iteration 13Q: 3 clusters Score -6252748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -6252774.000000 Penalty: 5530.500977
	Iteration 14Q: 3 clusters Score -6252774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -6252791.500000 Penalty: 5530.500977
	Iteration 15Q: 3 clusters Score -6252792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -6252819.000000 Penalty: 5530.500977
	Iteration 16Q: 3 clusters Score -6252819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -6252822.500000 Penalty: 5530.500977
	Iteration 17Q: 3 clusters Score -6252822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -6252832.000000 Penalty: 5530.500977
	Iteration 18Q: 3 clusters Score -6252832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -6252842.500000 Penalty: 5530.500977
	Iteration 19Q: 3 clusters Score -6252842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -6252851.000000 Penalty: 5530.500977
	Iteration 20F: 3 clusters Score -6252851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -6252857.000000 Penalty: 5530.500977
	Iteration 21Q: 3 clusters Score -6252857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -6252863.000000 Penalty: 5530.500977
	Iteration 22Q: 3 clusters Score -6252863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -6252864.500000 Penalty: 5530.500977
	Iteration 23Q: 3 clusters Score -6252864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -6252863.500000 Penalty: 5530.500977
	Iteration 24Q: 3 clusters Score -6252864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -6252869.500000 Penalty: 5530.500977
	Iteration 25Q: 3 clusters Score -6252870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -6252866.000000 Penalty: 5530.500977
	Iteration 26Q: 3 clusters Score -6252866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -6252871.500000 Penalty: 5530.500977
	Iteration 27Q: 3 clusters Score -6252872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -6252873.500000 Penalty: 5530.500977
	Iteration 28Q: 3 clusters Score -6252874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -6252875.500000 Penalty: 5530.500977
	Iteration 29Q: 3 clusters Score -6252876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -6252875.500000 Penalty: 5530.500977
	Iteration 30F: 3 clusters Score -6252876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -280284.375000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -280284.4 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 1966 members 
Entering Unmasked Estep 
Score: -276441.968750 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -276442 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -277451.406250 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -277451.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -277787.187500 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -277787.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -278082.656250 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -278082.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -278361.718750 Penalty: 4106.855957
	Iteration 4F: 3 clusters Score -278361.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -278592.093750 Penalty: 4106.855957
	Iteration 5F: 3 clusters Score -278592.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -278792.000000 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -278792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -278918.062500 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -278918.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -279002.718750 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -279002.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -279054.875000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -279054.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -279090.812500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -279090.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -279118.281250 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -279118.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -279143.531250 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -279143.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -279165.718750 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -279165.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -279183.687500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -279183.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -279194.781250 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -279194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -279200.875000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -279200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -279206.125000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -279206.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -279208.843750 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -279208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -279210.437500 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -279210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -279210.812500 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -279210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -279211.437500 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -279211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -279211.718750 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -279211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -279211.718750 Penalty: 4106.855957
	Iteration 23F: 3 clusters Score -279211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Entering Unmasked Estep 
Score: -6275428.500000 Penalty: 2765.400146
	Iteration 0F: 2 clusters Score -6275428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -6228938.000000 Penalty: 5530.800293
	Iteration 0F: 3 clusters Score -6228938 nChanged 32513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -6247582.500000 Penalty: 5530.800293
	Iteration 1F: 3 clusters Score -6247582 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -6248558.000000 Penalty: 5530.800293
	Iteration 2Q: 3 clusters Score -6248558 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6249695.000000 Penalty: 5530.800293
	Iteration 3Q: 3 clusters Score -6249695 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -6251185.500000 Penalty: 5530.800293
	Iteration 4Q: 3 clusters Score -6251186 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -6253290.500000 Penalty: 5530.800293
	Iteration 5F: 3 clusters Score -6253290 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -6256263.000000 Penalty: 5530.800293
	Iteration 6F: 3 clusters Score -6256263 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -6259881.000000 Penalty: 5530.800293
	Iteration 7F: 3 clusters Score -6259881 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -6263122.000000 Penalty: 5530.800293
	Iteration 8F: 3 clusters Score -6263122 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -6265221.000000 Penalty: 5530.800293
	Iteration 9Q: 3 clusters Score -6265221 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6266305.500000 Penalty: 5530.800293
	Iteration 10Q: 3 clusters Score -6266306 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -6266952.000000 Penalty: 5530.800293
	Iteration 11Q: 3 clusters Score -6266952 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -6267441.000000 Penalty: 5530.800293
	Iteration 12Q: 3 clusters Score -6267441 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -6267901.500000 Penalty: 5530.800293
	Iteration 13Q: 3 clusters Score -6267902 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -6268343.500000 Penalty: 5530.800293
	Iteration 14Q: 3 clusters Score -6268344 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -6268742.000000 Penalty: 5530.800293
	Iteration 15Q: 3 clusters Score -6268742 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -6269145.500000 Penalty: 5530.800293
	Iteration 16Q: 3 clusters Score -6269146 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6269503.500000 Penalty: 5530.800293
	Iteration 17Q: 3 clusters Score -6269504 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -6269881.500000 Penalty: 5530.800293
	Iteration 18Q: 3 clusters Score -6269882 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -6270257.000000 Penalty: 5530.800293
	Iteration 19Q: 3 clusters Score -6270257 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6270529.500000 Penalty: 5530.800293
	Iteration 20F: 3 clusters Score -6270530 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6270818.500000 Penalty: 5530.800293
	Iteration 21Q: 3 clusters Score -6270818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -6271122.500000 Penalty: 5530.800293
	Iteration 22Q: 3 clusters Score -6271122 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6271355.000000 Penalty: 5530.800293
	Iteration 23Q: 3 clusters Score -6271355 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -6271607.500000 Penalty: 5530.800293
	Iteration 24Q: 3 clusters Score -6271608 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6271804.000000 Penalty: 5530.800293
	Iteration 25Q: 3 clusters Score -6271804 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6272054.500000 Penalty: 5530.800293
	Iteration 26Q: 3 clusters Score -6272054 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6272253.000000 Penalty: 5530.800293
	Iteration 27Q: 3 clusters Score -6272253 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6272415.000000 Penalty: 5530.800293
	Iteration 28Q: 3 clusters Score -6272415 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6272531.000000 Penalty: 5530.800293
	Iteration 29Q: 3 clusters Score -6272531 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6272656.500000 Penalty: 5530.800293
	Iteration 30Q: 3 clusters Score -6272656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6272709.500000 Penalty: 5530.800293
	Iteration 31Q: 3 clusters Score -6272710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6272798.000000 Penalty: 5530.800293
	Iteration 32Q: 3 clusters Score -6272798 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6272882.000000 Penalty: 5530.800293
	Iteration 33Q: 3 clusters Score -6272882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6272944.000000 Penalty: 5530.800293
	Iteration 34Q: 3 clusters Score -6272944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6273014.500000 Penalty: 5530.800293
	Iteration 35Q: 3 clusters Score -6273014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6273100.000000 Penalty: 5530.800293
	Iteration 36Q: 3 clusters Score -6273100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6273161.000000 Penalty: 5530.800293
	Iteration 37Q: 3 clusters Score -6273161 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6273207.000000 Penalty: 5530.800293
	Iteration 38Q: 3 clusters Score -6273207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6273248.500000 Penalty: 5530.800293
	Iteration 39Q: 3 clusters Score -6273248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6273263.000000 Penalty: 5530.800293
	Iteration 40F: 3 clusters Score -6273263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6273292.000000 Penalty: 5530.800293
	Iteration 41Q: 3 clusters Score -6273292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6273331.000000 Penalty: 5530.800293
	Iteration 42Q: 3 clusters Score -6273331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6273337.500000 Penalty: 5530.800293
	Iteration 43Q: 3 clusters Score -6273338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6273346.000000 Penalty: 5530.800293
	Iteration 44Q: 3 clusters Score -6273346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6273351.500000 Penalty: 5530.800293
	Iteration 45Q: 3 clusters Score -6273352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6273371.500000 Penalty: 5530.800293
	Iteration 46Q: 3 clusters Score -6273372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6273380.000000 Penalty: 5530.800293
	Iteration 47Q: 3 clusters Score -6273380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6273384.500000 Penalty: 5530.800293
	Iteration 48Q: 3 clusters Score -6273384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6273397.000000 Penalty: 5530.800293
	Iteration 49Q: 3 clusters Score -6273397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6273391.000000 Penalty: 5530.800293
	Iteration 50Q: 3 clusters Score -6273391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6273397.500000 Penalty: 5530.800293
	Iteration 51Q: 3 clusters Score -6273398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6273401.000000 Penalty: 5530.800293
	Iteration 52Q: 3 clusters Score -6273401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6273411.500000 Penalty: 5530.800293
	Iteration 53Q: 3 clusters Score -6273412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6273407.000000 Penalty: 5530.800293
	Iteration 54Q: 3 clusters Score -6273407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6273410.000000 Penalty: 5530.800293
	Iteration 55Q: 3 clusters Score -6273410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6273413.000000 Penalty: 5530.800293
	Iteration 56Q: 3 clusters Score -6273413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6273406.500000 Penalty: 5530.800293
	Iteration 57Q: 3 clusters Score -6273406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6273407.500000 Penalty: 5530.800293
	Iteration 58Q: 3 clusters Score -6273408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6273409.500000 Penalty: 5530.800293
	Iteration 59Q: 3 clusters Score -6273410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6273416.000000 Penalty: 5530.800293
	Iteration 60F: 3 clusters Score -6273416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6273411.000000 Penalty: 5530.800293
	Iteration 61Q: 3 clusters Score -6273411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6273412.500000 Penalty: 5530.800293
	Iteration 62Q: 3 clusters Score -6273412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6273412.500000 Penalty: 5530.800293
	Iteration 63F: 3 clusters Score -6273412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Entering Unmasked Estep 
Score: -2407099.250000 Penalty: 2527.189941
	Iteration 0F: 2 clusters Score -2407099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2388863.250000 Penalty: 5054.379883
	Iteration 0F: 3 clusters Score -2388863 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2395539.250000 Penalty: 5054.379883
	Iteration 1F: 3 clusters Score -2395539 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2396191.250000 Penalty: 5054.379883
	Iteration 2F: 3 clusters Score -2396191 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2396874.000000 Penalty: 5054.379883
	Iteration 3F: 3 clusters Score -2396874 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2397605.000000 Penalty: 5054.379883
	Iteration 4F: 3 clusters Score -2397605 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2398386.500000 Penalty: 5054.379883
	Iteration 5F: 3 clusters Score -2398386 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2399279.250000 Penalty: 5054.379883
	Iteration 6F: 3 clusters Score -2399279 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2400284.250000 Penalty: 5054.379883
	Iteration 7F: 3 clusters Score -2400284 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2401403.500000 Penalty: 5054.379883
	Iteration 8F: 3 clusters Score -2401404 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2402458.750000 Penalty: 5054.379883
	Iteration 9F: 3 clusters Score -2402459 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2403360.750000 Penalty: 5054.379883
	Iteration 10Q: 3 clusters Score -2403361 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2404033.500000 Penalty: 5054.379883
	Iteration 11Q: 3 clusters Score -2404034 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2404554.500000 Penalty: 5054.379883
	Iteration 12Q: 3 clusters Score -2404554 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -2405070.000000 Penalty: 5054.379883
	Iteration 13Q: 3 clusters Score -2405070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -2405316.000000 Penalty: 5054.379883
	Iteration 14Q: 3 clusters Score -2405316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2405418.750000 Penalty: 5054.379883
	Iteration 15Q: 3 clusters Score -2405419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2405495.750000 Penalty: 5054.379883
	Iteration 16Q: 3 clusters Score -2405496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2405526.000000 Penalty: 5054.379883
	Iteration 17Q: 3 clusters Score -2405526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -2405536.500000 Penalty: 5054.379883
	Iteration 18Q: 3 clusters Score -2405536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2405546.750000 Penalty: 5054.379883
	Iteration 19Q: 3 clusters Score -2405547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2405556.750000 Penalty: 5054.379883
	Iteration 20F: 3 clusters Score -2405557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2405559.500000 Penalty: 5054.379883
	Iteration 21Q: 3 clusters Score -2405560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2405561.750000 Penalty: 5054.379883
	Iteration 22Q: 3 clusters Score -2405562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2405566.250000 Penalty: 5054.379883
	Iteration 23Q: 3 clusters Score -2405566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2405561.250000 Penalty: 5054.379883
	Iteration 24Q: 3 clusters Score -2405561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -2405560.500000 Penalty: 5054.379883
	Iteration 25Q: 3 clusters Score -2405560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2405565.500000 Penalty: 5054.379883
	Iteration 26Q: 3 clusters Score -2405566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2405569.750000 Penalty: 5054.379883
	Iteration 27Q: 3 clusters Score -2405570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2405569.750000 Penalty: 5054.379883
	Iteration 28Q: 3 clusters Score -2405570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2405568.750000 Penalty: 5054.379883
	Iteration 29Q: 3 clusters Score -2405569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2405572.000000 Penalty: 5054.379883
	Iteration 30Q: 3 clusters Score -2405572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2405575.000000 Penalty: 5054.379883
	Iteration 31Q: 3 clusters Score -2405575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2405575.000000 Penalty: 5054.379883
	Iteration 32F: 3 clusters Score -2405575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (206953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206953 members 
Entering Unmasked Estep 
Score: -18180702.000000 Penalty: 3035.581299
	Iteration 0F: 2 clusters Score -1.81807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -18042156.000000 Penalty: 6071.162598
	Iteration 0F: 3 clusters Score -1.804216e+07 nChanged 99263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 108956 members 
Entering Unmasked Estep 
Score: -18100310.000000 Penalty: 6071.162598
	Iteration 1F: 3 clusters Score -1.810031e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -18101740.000000 Penalty: 6071.162598
	Iteration 2Q: 3 clusters Score -1.810174e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -18103776.000000 Penalty: 6071.162598
	Iteration 3Q: 3 clusters Score -1.810378e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -18107510.000000 Penalty: 6071.162598
	Iteration 4Q: 3 clusters Score -1.810751e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -18114608.000000 Penalty: 6071.162598
	Iteration 5F: 3 clusters Score -1.811461e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -18125766.000000 Penalty: 6071.162598
	Iteration 6F: 3 clusters Score -1.812577e+07 nChanged 17645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -18141356.000000 Penalty: 6071.162598
	Iteration 7F: 3 clusters Score -1.814136e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 185643 members 
Entering Unmasked Estep 
Score: -18157542.000000 Penalty: 6071.162598
	Iteration 8F: 3 clusters Score -1.815754e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 197461 members 
Entering Unmasked Estep 
Score: -18169342.000000 Penalty: 6071.162598
	Iteration 9F: 3 clusters Score -1.816934e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 203489 members 
Entering Unmasked Estep 
Score: -18174988.000000 Penalty: 6071.162598
	Iteration 10Q: 3 clusters Score -1.817499e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 205741 members 
Entering Unmasked Estep 
Score: -18177036.000000 Penalty: 6071.162598
	Iteration 11Q: 3 clusters Score -1.817704e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 206410 members 
Entering Unmasked Estep 
Score: -18177582.000000 Penalty: 6071.162598
	Iteration 12Q: 3 clusters Score -1.817758e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 206574 members 
Entering Unmasked Estep 
Score: -18177752.000000 Penalty: 6071.162598
	Iteration 13Q: 3 clusters Score -1.817775e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 206639 members 
Entering Unmasked Estep 
Score: -18177856.000000 Penalty: 6071.162598
	Iteration 14Q: 3 clusters Score -1.817786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 206671 members 
Entering Unmasked Estep 
Score: -18177912.000000 Penalty: 6071.162598
	Iteration 15Q: 3 clusters Score -1.817791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206683 members 
Entering Unmasked Estep 
Score: -18177958.000000 Penalty: 6071.162598
	Iteration 16Q: 3 clusters Score -1.817796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -18177978.000000 Penalty: 6071.162598
	Iteration 17Q: 3 clusters Score -1.817798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -18178012.000000 Penalty: 6071.162598
	Iteration 18Q: 3 clusters Score -1.817801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 206700 members 
Entering Unmasked Estep 
Score: -18178048.000000 Penalty: 6071.162598
	Iteration 19Q: 3 clusters Score -1.817805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206704 members 
Entering Unmasked Estep 
Score: -18178066.000000 Penalty: 6071.162598
	Iteration 20F: 3 clusters Score -1.817807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206705 members 
Entering Unmasked Estep 
Score: -18178082.000000 Penalty: 6071.162598
	Iteration 21Q: 3 clusters Score -1.817808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206704 members 
Entering Unmasked Estep 
Score: -18178086.000000 Penalty: 6071.162598
	Iteration 22Q: 3 clusters Score -1.817809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206707 members 
Entering Unmasked Estep 
Score: -18178084.000000 Penalty: 6071.162598
	Iteration 23Q: 3 clusters Score -1.817808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206706 members 
Entering Unmasked Estep 
Score: -18178108.000000 Penalty: 6071.162598
	Iteration 24Q: 3 clusters Score -1.817811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206705 members 
Entering Unmasked Estep 
Score: -18178096.000000 Penalty: 6071.162598
	Iteration 25Q: 3 clusters Score -1.81781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206705 members 
Entering Unmasked Estep 
Score: -18178092.000000 Penalty: 6071.162598
	Iteration 26Q: 3 clusters Score -1.817809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206705 members 
Entering Unmasked Estep 
Score: -18178106.000000 Penalty: 6071.162598
	Iteration 27Q: 3 clusters Score -1.817811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206706 members 
Entering Unmasked Estep 
Score: -18178114.000000 Penalty: 6071.162598
	Iteration 28Q: 3 clusters Score -1.817811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206706 members 
Entering Unmasked Estep 
Score: -18178110.000000 Penalty: 6071.162598
	Iteration 29Q: 3 clusters Score -1.817811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206706 members 
Entering Unmasked Estep 
Score: -18178112.000000 Penalty: 6071.162598
	Iteration 30Q: 3 clusters Score -1.817811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206706 members 
Entering Unmasked Estep 
Score: -18178112.000000 Penalty: 6071.162598
	Iteration 31F: 3 clusters Score -1.817811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209317 members 
Entering Unmasked Estep 
Score: -18636060.000000 Penalty: 3038.397949
	Iteration 0F: 2 clusters Score -1.863606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -18495950.000000 Penalty: 6076.795898
	Iteration 0F: 3 clusters Score -1.849595e+07 nChanged 100779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -18555454.000000 Penalty: 6076.795898
	Iteration 1F: 3 clusters Score -1.855545e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -18557166.000000 Penalty: 6076.795898
	Iteration 2Q: 3 clusters Score -1.855717e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -18559186.000000 Penalty: 6076.795898
	Iteration 3Q: 3 clusters Score -1.855919e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -18561844.000000 Penalty: 6076.795898
	Iteration 4Q: 3 clusters Score -1.856184e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -18564948.000000 Penalty: 6076.795898
	Iteration 5Q: 3 clusters Score -1.856495e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117914 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -18568272.000000 Penalty: 6076.795898
	Iteration 6Q: 3 clusters Score -1.856827e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123091 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -18572242.000000 Penalty: 6076.795898
	Iteration 7Q: 3 clusters Score -1.857224e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -18576892.000000 Penalty: 6076.795898
	Iteration 8Q: 3 clusters Score -1.857689e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -18582496.000000 Penalty: 6076.795898
	Iteration 9Q: 3 clusters Score -1.85825e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -18590074.000000 Penalty: 6076.795898
	Iteration 10F: 3 clusters Score -1.859007e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -18599450.000000 Penalty: 6076.795898
	Iteration 11F: 3 clusters Score -1.859945e+07 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -18609922.000000 Penalty: 6076.795898
	Iteration 12F: 3 clusters Score -1.860992e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190327 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -18619394.000000 Penalty: 6076.795898
	Iteration 13F: 3 clusters Score -1.861939e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198958 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -18626184.000000 Penalty: 6076.795898
	Iteration 14Q: 3 clusters Score -1.862618e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204059 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -18629998.000000 Penalty: 6076.795898
	Iteration 15Q: 3 clusters Score -1.863e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206572 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -18631726.000000 Penalty: 6076.795898
	Iteration 16Q: 3 clusters Score -1.863173e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207734 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -18632610.000000 Penalty: 6076.795898
	Iteration 17Q: 3 clusters Score -1.863261e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208224 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18632952.000000 Penalty: 6076.795898
	Iteration 18Q: 3 clusters Score -1.863295e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208477 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -18633172.000000 Penalty: 6076.795898
	Iteration 19Q: 3 clusters Score -1.863317e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208612 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18633288.000000 Penalty: 6076.795898
	Iteration 20F: 3 clusters Score -1.863329e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18633332.000000 Penalty: 6076.795898
	Iteration 21Q: 3 clusters Score -1.863333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208738 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18633386.000000 Penalty: 6076.795898
	Iteration 22Q: 3 clusters Score -1.863339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208763 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -18633420.000000 Penalty: 6076.795898
	Iteration 23Q: 3 clusters Score -1.863342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208786 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -18633430.000000 Penalty: 6076.795898
	Iteration 24Q: 3 clusters Score -1.863343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18633456.000000 Penalty: 6076.795898
	Iteration 25Q: 3 clusters Score -1.863346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208820 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18633472.000000 Penalty: 6076.795898
	Iteration 26Q: 3 clusters Score -1.863347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208831 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18633484.000000 Penalty: 6076.795898
	Iteration 27Q: 3 clusters Score -1.863348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208838 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18633484.000000 Penalty: 6076.795898
	Iteration 28Q: 3 clusters Score -1.863348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208843 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -18633498.000000 Penalty: 6076.795898
	Iteration 29Q: 3 clusters Score -1.86335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208847 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -18633500.000000 Penalty: 6076.795898
	Iteration 30Q: 3 clusters Score -1.86335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208851 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -18633524.000000 Penalty: 6076.795898
	Iteration 31Q: 3 clusters Score -1.863352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208854 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -18633520.000000 Penalty: 6076.795898
	Iteration 32Q: 3 clusters Score -1.863352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208858 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -18633534.000000 Penalty: 6076.795898
	Iteration 33Q: 3 clusters Score -1.863353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208861 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -18633534.000000 Penalty: 6076.795898
	Iteration 34Q: 3 clusters Score -1.863353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208864 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -18633516.000000 Penalty: 6076.795898
	Iteration 35Q: 3 clusters Score -1.863352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208865 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -18633520.000000 Penalty: 6076.795898
	Iteration 36Q: 3 clusters Score -1.863352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208867 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -18633524.000000 Penalty: 6076.795898
	Iteration 37Q: 3 clusters Score -1.863352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208867 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -18633524.000000 Penalty: 6076.795898
	Iteration 38F: 3 clusters Score -1.863352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Entering Unmasked Estep 
Score: -2166136.000000 Penalty: 2509.991699
	Iteration 0F: 2 clusters Score -2166136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2148851.750000 Penalty: 5019.983398
	Iteration 0F: 3 clusters Score -2148852 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2154827.750000 Penalty: 5019.983398
	Iteration 1F: 3 clusters Score -2154828 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2155204.250000 Penalty: 5019.983398
	Iteration 2Q: 3 clusters Score -2155204 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2155533.250000 Penalty: 5019.983398
	Iteration 3Q: 3 clusters Score -2155533 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2155825.500000 Penalty: 5019.983398
	Iteration 4Q: 3 clusters Score -2155826 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2156176.500000 Penalty: 5019.983398
	Iteration 5Q: 3 clusters Score -2156176 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2156631.500000 Penalty: 5019.983398
	Iteration 6Q: 3 clusters Score -2156632 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2157278.750000 Penalty: 5019.983398
	Iteration 7Q: 3 clusters Score -2157279 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2158188.250000 Penalty: 5019.983398
	Iteration 8F: 3 clusters Score -2158188 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2159345.250000 Penalty: 5019.983398
	Iteration 9F: 3 clusters Score -2159345 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2160512.000000 Penalty: 5019.983398
	Iteration 10F: 3 clusters Score -2160512 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2161582.500000 Penalty: 5019.983398
	Iteration 11F: 3 clusters Score -2161582 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2162392.750000 Penalty: 5019.983398
	Iteration 12Q: 3 clusters Score -2162393 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2162973.250000 Penalty: 5019.983398
	Iteration 13Q: 3 clusters Score -2162973 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2163368.000000 Penalty: 5019.983398
	Iteration 14Q: 3 clusters Score -2163368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2163595.750000 Penalty: 5019.983398
	Iteration 15Q: 3 clusters Score -2163596 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2163726.000000 Penalty: 5019.983398
	Iteration 16Q: 3 clusters Score -2163726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2163808.250000 Penalty: 5019.983398
	Iteration 17Q: 3 clusters Score -2163808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2163878.000000 Penalty: 5019.983398
	Iteration 18Q: 3 clusters Score -2163878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2163919.750000 Penalty: 5019.983398
	Iteration 19Q: 3 clusters Score -2163920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2163948.750000 Penalty: 5019.983398
	Iteration 20F: 3 clusters Score -2163949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2163969.000000 Penalty: 5019.983398
	Iteration 21Q: 3 clusters Score -2163969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2163979.750000 Penalty: 5019.983398
	Iteration 22Q: 3 clusters Score -2163980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2163985.750000 Penalty: 5019.983398
	Iteration 23Q: 3 clusters Score -2163986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2163990.000000 Penalty: 5019.983398
	Iteration 24Q: 3 clusters Score -2163990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2163992.500000 Penalty: 5019.983398
	Iteration 25Q: 3 clusters Score -2163992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2163994.250000 Penalty: 5019.983398
	Iteration 26Q: 3 clusters Score -2163994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2163995.000000 Penalty: 5019.983398
	Iteration 27Q: 3 clusters Score -2163995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2163995.250000 Penalty: 5019.983398
	Iteration 28Q: 3 clusters Score -2163995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2163999.500000 Penalty: 5019.983398
	Iteration 29Q: 3 clusters Score -2164000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2163999.500000 Penalty: 5019.983398
	Iteration 30F: 3 clusters Score -2164000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Entering Unmasked Estep 
Score: -1447247.500000 Penalty: 2414.810059
	Iteration 0F: 2 clusters Score -1447248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1435188.375000 Penalty: 4829.620117
	Iteration 0F: 3 clusters Score -1435188 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1439198.250000 Penalty: 4829.620117
	Iteration 1F: 3 clusters Score -1439198 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1439600.125000 Penalty: 4829.620117
	Iteration 2F: 3 clusters Score -1439600 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1439974.375000 Penalty: 4829.620117
	Iteration 3Q: 3 clusters Score -1439974 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1440328.250000 Penalty: 4829.620117
	Iteration 4Q: 3 clusters Score -1440328 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1440658.750000 Penalty: 4829.620117
	Iteration 5Q: 3 clusters Score -1440659 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1440930.625000 Penalty: 4829.620117
	Iteration 6Q: 3 clusters Score -1440931 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1441182.375000 Penalty: 4829.620117
	Iteration 7Q: 3 clusters Score -1441182 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1441452.000000 Penalty: 4829.620117
	Iteration 8Q: 3 clusters Score -1441452 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1441707.250000 Penalty: 4829.620117
	Iteration 9Q: 3 clusters Score -1441707 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1441989.375000 Penalty: 4829.620117
	Iteration 10Q: 3 clusters Score -1441989 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1442275.250000 Penalty: 4829.620117
	Iteration 11Q: 3 clusters Score -1442275 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1442600.875000 Penalty: 4829.620117
	Iteration 12Q: 3 clusters Score -1442601 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1442896.250000 Penalty: 4829.620117
	Iteration 13Q: 3 clusters Score -1442896 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1443223.750000 Penalty: 4829.620117
	Iteration 14Q: 3 clusters Score -1443224 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1443577.500000 Penalty: 4829.620117
	Iteration 15Q: 3 clusters Score -1443578 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1443953.750000 Penalty: 4829.620117
	Iteration 16Q: 3 clusters Score -1443954 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1444272.375000 Penalty: 4829.620117
	Iteration 17Q: 3 clusters Score -1444272 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1444524.125000 Penalty: 4829.620117
	Iteration 18Q: 3 clusters Score -1444524 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1444709.500000 Penalty: 4829.620117
	Iteration 19Q: 3 clusters Score -1444710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1444850.875000 Penalty: 4829.620117
	Iteration 20F: 3 clusters Score -1444851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1444940.625000 Penalty: 4829.620117
	Iteration 21Q: 3 clusters Score -1444941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1445001.375000 Penalty: 4829.620117
	Iteration 22Q: 3 clusters Score -1445001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1445041.625000 Penalty: 4829.620117
	Iteration 23Q: 3 clusters Score -1445042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1445080.125000 Penalty: 4829.620117
	Iteration 24Q: 3 clusters Score -1445080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1445116.500000 Penalty: 4829.620117
	Iteration 25Q: 3 clusters Score -1445116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1445140.375000 Penalty: 4829.620117
	Iteration 26Q: 3 clusters Score -1445140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1445151.250000 Penalty: 4829.620117
	Iteration 27Q: 3 clusters Score -1445151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1445161.250000 Penalty: 4829.620117
	Iteration 28Q: 3 clusters Score -1445161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1445173.625000 Penalty: 4829.620117
	Iteration 29Q: 3 clusters Score -1445174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1445179.125000 Penalty: 4829.620117
	Iteration 30Q: 3 clusters Score -1445179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1445183.750000 Penalty: 4829.620117
	Iteration 31Q: 3 clusters Score -1445184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1445187.375000 Penalty: 4829.620117
	Iteration 32Q: 3 clusters Score -1445187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1445187.750000 Penalty: 4829.620117
	Iteration 33Q: 3 clusters Score -1445188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1445190.125000 Penalty: 4829.620117
	Iteration 34Q: 3 clusters Score -1445190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1445190.000000 Penalty: 4829.620117
	Iteration 35Q: 3 clusters Score -1445190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1445194.750000 Penalty: 4829.620117
	Iteration 36Q: 3 clusters Score -1445195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1445195.875000 Penalty: 4829.620117
	Iteration 37Q: 3 clusters Score -1445196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1445198.625000 Penalty: 4829.620117
	Iteration 38Q: 3 clusters Score -1445199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1445202.000000 Penalty: 4829.620117
	Iteration 39Q: 3 clusters Score -1445202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1445203.125000 Penalty: 4829.620117
	Iteration 40F: 3 clusters Score -1445203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1445202.375000 Penalty: 4829.620117
	Iteration 41Q: 3 clusters Score -1445202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1445204.625000 Penalty: 4829.620117
	Iteration 42Q: 3 clusters Score -1445205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1445204.625000 Penalty: 4829.620117
	Iteration 43F: 3 clusters Score -1445205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -302042.531250 Penalty: 2031.207886
	Iteration 0F: 2 clusters Score -302042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -298383.375000 Penalty: 4062.415771
	Iteration 0F: 3 clusters Score -298383.4 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -299213.187500 Penalty: 4062.415771
	Iteration 1F: 3 clusters Score -299213.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -299437.593750 Penalty: 4062.415771
	Iteration 2F: 3 clusters Score -299437.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -299559.000000 Penalty: 4062.415771
	Iteration 3F: 3 clusters Score -299559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -299637.312500 Penalty: 4062.415771
	Iteration 4Q: 3 clusters Score -299637.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -299688.875000 Penalty: 4062.415771
	Iteration 5Q: 3 clusters Score -299688.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -299719.375000 Penalty: 4062.415771
	Iteration 6Q: 3 clusters Score -299719.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -299743.250000 Penalty: 4062.415771
	Iteration 7Q: 3 clusters Score -299743.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -299758.812500 Penalty: 4062.415771
	Iteration 8Q: 3 clusters Score -299758.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -299776.718750 Penalty: 4062.415771
	Iteration 9Q: 3 clusters Score -299776.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -299794.468750 Penalty: 4062.415771
	Iteration 10Q: 3 clusters Score -299794.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -299807.781250 Penalty: 4062.415771
	Iteration 11Q: 3 clusters Score -299807.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -299820.406250 Penalty: 4062.415771
	Iteration 12Q: 3 clusters Score -299820.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -299839.062500 Penalty: 4062.415771
	Iteration 13Q: 3 clusters Score -299839.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299860.312500 Penalty: 4062.415771
	Iteration 14Q: 3 clusters Score -299860.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -299882.093750 Penalty: 4062.415771
	Iteration 15Q: 3 clusters Score -299882.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -299900.718750 Penalty: 4062.415771
	Iteration 16Q: 3 clusters Score -299900.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -299912.875000 Penalty: 4062.415771
	Iteration 17Q: 3 clusters Score -299912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -299921.406250 Penalty: 4062.415771
	Iteration 18Q: 3 clusters Score -299921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -299928.750000 Penalty: 4062.415771
	Iteration 19Q: 3 clusters Score -299928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -299933.375000 Penalty: 4062.415771
	Iteration 20F: 3 clusters Score -299933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -299936.125000 Penalty: 4062.415771
	Iteration 21Q: 3 clusters Score -299936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299938.468750 Penalty: 4062.415771
	Iteration 22Q: 3 clusters Score -299938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -299941.562500 Penalty: 4062.415771
	Iteration 23Q: 3 clusters Score -299941.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -299944.343750 Penalty: 4062.415771
	Iteration 24Q: 3 clusters Score -299944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -299947.531250 Penalty: 4062.415771
	Iteration 25Q: 3 clusters Score -299947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -299951.812500 Penalty: 4062.415771
	Iteration 26Q: 3 clusters Score -299951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -299956.000000 Penalty: 4062.415771
	Iteration 27Q: 3 clusters Score -299956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -299958.312500 Penalty: 4062.415771
	Iteration 28Q: 3 clusters Score -299958.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299961.187500 Penalty: 4062.415771
	Iteration 29Q: 3 clusters Score -299961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299965.906250 Penalty: 4062.415771
	Iteration 30Q: 3 clusters Score -299965.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299968.843750 Penalty: 4062.415771
	Iteration 31Q: 3 clusters Score -299968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -299971.593750 Penalty: 4062.415771
	Iteration 32Q: 3 clusters Score -299971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299973.468750 Penalty: 4062.415771
	Iteration 33Q: 3 clusters Score -299973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -299975.187500 Penalty: 4062.415771
	Iteration 34Q: 3 clusters Score -299975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -299978.125000 Penalty: 4062.415771
	Iteration 35Q: 3 clusters Score -299978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -299980.562500 Penalty: 4062.415771
	Iteration 36Q: 3 clusters Score -299980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -299982.375000 Penalty: 4062.415771
	Iteration 37Q: 3 clusters Score -299982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -299982.718750 Penalty: 4062.415771
	Iteration 38Q: 3 clusters Score -299982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -299985.125000 Penalty: 4062.415771
	Iteration 39Q: 3 clusters Score -299985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -299986.593750 Penalty: 4062.415771
	Iteration 40F: 3 clusters Score -299986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -299989.156250 Penalty: 4062.415771
	Iteration 41Q: 3 clusters Score -299989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -299991.750000 Penalty: 4062.415771
	Iteration 42Q: 3 clusters Score -299991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -299995.218750 Penalty: 4062.415771
	Iteration 43Q: 3 clusters Score -299995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -299997.312500 Penalty: 4062.415771
	Iteration 44Q: 3 clusters Score -299997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -299998.718750 Penalty: 4062.415771
	Iteration 45Q: 3 clusters Score -299998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -299999.968750 Penalty: 4062.415771
	Iteration 46Q: 3 clusters Score -300000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -300000.906250 Penalty: 4062.415771
	Iteration 47Q: 3 clusters Score -300000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -300001.968750 Penalty: 4062.415771
	Iteration 48Q: 3 clusters Score -300002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -300003.312500 Penalty: 4062.415771
	Iteration 49Q: 3 clusters Score -300003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -300003.406250 Penalty: 4062.415771
	Iteration 50Q: 3 clusters Score -300003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -300005.187500 Penalty: 4062.415771
	Iteration 51Q: 3 clusters Score -300005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -300006.500000 Penalty: 4062.415771
	Iteration 52Q: 3 clusters Score -300006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -300007.843750 Penalty: 4062.415771
	Iteration 53Q: 3 clusters Score -300007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -300008.062500 Penalty: 4062.415771
	Iteration 54Q: 3 clusters Score -300008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -300008.718750 Penalty: 4062.415771
	Iteration 55Q: 3 clusters Score -300008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -300009.187500 Penalty: 4062.415771
	Iteration 56Q: 3 clusters Score -300009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -300009.187500 Penalty: 4062.415771
	Iteration 57F: 3 clusters Score -300009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -500742.125000 Penalty: 2157.520996
	Iteration 0F: 2 clusters Score -500742.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -495583.875000 Penalty: 4315.041992
	Iteration 0F: 3 clusters Score -495583.9 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -496976.906250 Penalty: 4315.041992
	Iteration 1F: 3 clusters Score -496976.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -497223.250000 Penalty: 4315.041992
	Iteration 2F: 3 clusters Score -497223.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -497402.125000 Penalty: 4315.041992
	Iteration 3F: 3 clusters Score -497402.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -497563.187500 Penalty: 4315.041992
	Iteration 4Q: 3 clusters Score -497563.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -497686.937500 Penalty: 4315.041992
	Iteration 5Q: 3 clusters Score -497686.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -497790.843750 Penalty: 4315.041992
	Iteration 6Q: 3 clusters Score -497790.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -497897.312500 Penalty: 4315.041992
	Iteration 7Q: 3 clusters Score -497897.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -498009.375000 Penalty: 4315.041992
	Iteration 8Q: 3 clusters Score -498009.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -498129.812500 Penalty: 4315.041992
	Iteration 9Q: 3 clusters Score -498129.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -498234.406250 Penalty: 4315.041992
	Iteration 10Q: 3 clusters Score -498234.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -498323.937500 Penalty: 4315.041992
	Iteration 11Q: 3 clusters Score -498323.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -498397.125000 Penalty: 4315.041992
	Iteration 12Q: 3 clusters Score -498397.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -498470.343750 Penalty: 4315.041992
	Iteration 13Q: 3 clusters Score -498470.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -498538.375000 Penalty: 4315.041992
	Iteration 14Q: 3 clusters Score -498538.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -498603.406250 Penalty: 4315.041992
	Iteration 15Q: 3 clusters Score -498603.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -498680.125000 Penalty: 4315.041992
	Iteration 16Q: 3 clusters Score -498680.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -498757.687500 Penalty: 4315.041992
	Iteration 17Q: 3 clusters Score -498757.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -498870.656250 Penalty: 4315.041992
	Iteration 18Q: 3 clusters Score -498870.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -498981.937500 Penalty: 4315.041992
	Iteration 19Q: 3 clusters Score -498981.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -499060.875000 Penalty: 4315.041992
	Iteration 20F: 3 clusters Score -499060.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -499138.937500 Penalty: 4315.041992
	Iteration 21Q: 3 clusters Score -499138.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -499188.093750 Penalty: 4315.041992
	Iteration 22Q: 3 clusters Score -499188.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -499222.718750 Penalty: 4315.041992
	Iteration 23Q: 3 clusters Score -499222.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -499248.250000 Penalty: 4315.041992
	Iteration 24Q: 3 clusters Score -499248.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -499264.593750 Penalty: 4315.041992
	Iteration 25Q: 3 clusters Score -499264.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -499276.687500 Penalty: 4315.041992
	Iteration 26Q: 3 clusters Score -499276.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -499284.500000 Penalty: 4315.041992
	Iteration 27Q: 3 clusters Score -499284.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -499290.843750 Penalty: 4315.041992
	Iteration 28Q: 3 clusters Score -499290.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -499298.968750 Penalty: 4315.041992
	Iteration 29Q: 3 clusters Score -499299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -499307.000000 Penalty: 4315.041992
	Iteration 30Q: 3 clusters Score -499307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -499313.000000 Penalty: 4315.041992
	Iteration 31Q: 3 clusters Score -499313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -499314.750000 Penalty: 4315.041992
	Iteration 32Q: 3 clusters Score -499314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -499319.718750 Penalty: 4315.041992
	Iteration 33Q: 3 clusters Score -499319.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -499323.812500 Penalty: 4315.041992
	Iteration 34Q: 3 clusters Score -499323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -499328.562500 Penalty: 4315.041992
	Iteration 35Q: 3 clusters Score -499328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -499330.031250 Penalty: 4315.041992
	Iteration 36Q: 3 clusters Score -499330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -499333.562500 Penalty: 4315.041992
	Iteration 37Q: 3 clusters Score -499333.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -499338.750000 Penalty: 4315.041992
	Iteration 38Q: 3 clusters Score -499338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -499342.593750 Penalty: 4315.041992
	Iteration 39Q: 3 clusters Score -499342.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -499346.031250 Penalty: 4315.041992
	Iteration 40F: 3 clusters Score -499346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -499348.187500 Penalty: 4315.041992
	Iteration 41Q: 3 clusters Score -499348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -499350.906250 Penalty: 4315.041992
	Iteration 42Q: 3 clusters Score -499350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -499354.281250 Penalty: 4315.041992
	Iteration 43Q: 3 clusters Score -499354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -499356.718750 Penalty: 4315.041992
	Iteration 44Q: 3 clusters Score -499356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -499360.000000 Penalty: 4315.041992
	Iteration 45Q: 3 clusters Score -499360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -499365.000000 Penalty: 4315.041992
	Iteration 46Q: 3 clusters Score -499365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -499368.906250 Penalty: 4315.041992
	Iteration 47Q: 3 clusters Score -499368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -499372.156250 Penalty: 4315.041992
	Iteration 48Q: 3 clusters Score -499372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -499376.468750 Penalty: 4315.041992
	Iteration 49Q: 3 clusters Score -499376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -499380.000000 Penalty: 4315.041992
	Iteration 50Q: 3 clusters Score -499380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -499384.406250 Penalty: 4315.041992
	Iteration 51Q: 3 clusters Score -499384.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -499389.375000 Penalty: 4315.041992
	Iteration 52Q: 3 clusters Score -499389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -499394.437500 Penalty: 4315.041992
	Iteration 53Q: 3 clusters Score -499394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -499404.562500 Penalty: 4315.041992
	Iteration 54Q: 3 clusters Score -499404.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -499414.000000 Penalty: 4315.041992
	Iteration 55Q: 3 clusters Score -499414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -499421.468750 Penalty: 4315.041992
	Iteration 56Q: 3 clusters Score -499421.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -499430.312500 Penalty: 4315.041992
	Iteration 57Q: 3 clusters Score -499430.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -499438.343750 Penalty: 4315.041992
	Iteration 58Q: 3 clusters Score -499438.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -499445.875000 Penalty: 4315.041992
	Iteration 59Q: 3 clusters Score -499445.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -499451.187500 Penalty: 4315.041992
	Iteration 60F: 3 clusters Score -499451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -499457.468750 Penalty: 4315.041992
	Iteration 61Q: 3 clusters Score -499457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -499459.968750 Penalty: 4315.041992
	Iteration 62Q: 3 clusters Score -499460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -499463.250000 Penalty: 4315.041992
	Iteration 63Q: 3 clusters Score -499463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -499466.468750 Penalty: 4315.041992
	Iteration 64Q: 3 clusters Score -499466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -499469.875000 Penalty: 4315.041992
	Iteration 65Q: 3 clusters Score -499469.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -499472.718750 Penalty: 4315.041992
	Iteration 66Q: 3 clusters Score -499472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -499475.875000 Penalty: 4315.041992
	Iteration 67Q: 3 clusters Score -499475.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -499480.750000 Penalty: 4315.041992
	Iteration 68Q: 3 clusters Score -499480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -499483.906250 Penalty: 4315.041992
	Iteration 69Q: 3 clusters Score -499483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -499485.968750 Penalty: 4315.041992
	Iteration 70Q: 3 clusters Score -499486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -499485.812500 Penalty: 4315.041992
	Iteration 71Q: 3 clusters Score -499485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -499486.687500 Penalty: 4315.041992
	Iteration 72Q: 3 clusters Score -499486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -499488.031250 Penalty: 4315.041992
	Iteration 73Q: 3 clusters Score -499488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -499491.625000 Penalty: 4315.041992
	Iteration 74Q: 3 clusters Score -499491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -499490.687500 Penalty: 4315.041992
	Iteration 75Q: 3 clusters Score -499490.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -499490.687500 Penalty: 4315.041992
	Iteration 76F: 3 clusters Score -499490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -226649.750000 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -226649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -223577.187500 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -223577.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -224217.500000 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -224217.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -224514.625000 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -224514.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -224837.171875 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -224837.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -225144.296875 Penalty: 3931.773926
	Iteration 4F: 3 clusters Score -225144.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -225422.531250 Penalty: 3931.773926
	Iteration 5F: 3 clusters Score -225422.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -225684.875000 Penalty: 3931.773926
	Iteration 6F: 3 clusters Score -225684.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225911.156250 Penalty: 3931.773926
	Iteration 7F: 3 clusters Score -225911.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -226050.500000 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -226050.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226122.562500 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -226122.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226164.015625 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -226164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226185.796875 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -226185.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -226198.062500 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -226198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226207.015625 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -226207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226213.000000 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -226213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226221.046875 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -226221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226227.640625 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -226227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -226233.812500 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -226233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -226237.875000 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -226237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -226240.187500 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -226240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226243.156250 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -226243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226243.968750 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -226244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226249.031250 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -226249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226254.968750 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -226255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -226259.828125 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -226259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -226261.125000 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -226261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226262.031250 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -226262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226262.453125 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -226262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226262.453125 Penalty: 3931.773926
	Iteration 28F: 3 clusters Score -226262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Entering Unmasked Estep 
Score: -1875854.000000 Penalty: 2493.843994
	Iteration 0F: 2 clusters Score -1875854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1859657.875000 Penalty: 4987.687988
	Iteration 0F: 3 clusters Score -1859658 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1865352.000000 Penalty: 4987.687988
	Iteration 1F: 3 clusters Score -1865352 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1865882.375000 Penalty: 4987.687988
	Iteration 2F: 3 clusters Score -1865882 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1866396.250000 Penalty: 4987.687988
	Iteration 3Q: 3 clusters Score -1866396 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1866904.000000 Penalty: 4987.687988
	Iteration 4Q: 3 clusters Score -1866904 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1867366.625000 Penalty: 4987.687988
	Iteration 5Q: 3 clusters Score -1867367 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1867826.125000 Penalty: 4987.687988
	Iteration 6Q: 3 clusters Score -1867826 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1868335.500000 Penalty: 4987.687988
	Iteration 7Q: 3 clusters Score -1868336 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1868920.375000 Penalty: 4987.687988
	Iteration 8Q: 3 clusters Score -1868920 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1869560.875000 Penalty: 4987.687988
	Iteration 9Q: 3 clusters Score -1869561 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1870266.875000 Penalty: 4987.687988
	Iteration 10Q: 3 clusters Score -1870267 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1870910.000000 Penalty: 4987.687988
	Iteration 11Q: 3 clusters Score -1870910 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1871451.250000 Penalty: 4987.687988
	Iteration 12Q: 3 clusters Score -1871451 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1871795.500000 Penalty: 4987.687988
	Iteration 13Q: 3 clusters Score -1871796 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1872057.125000 Penalty: 4987.687988
	Iteration 14Q: 3 clusters Score -1872057 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1872219.750000 Penalty: 4987.687988
	Iteration 15Q: 3 clusters Score -1872220 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1872353.875000 Penalty: 4987.687988
	Iteration 16Q: 3 clusters Score -1872354 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1872485.625000 Penalty: 4987.687988
	Iteration 17Q: 3 clusters Score -1872486 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1872601.000000 Penalty: 4987.687988
	Iteration 18Q: 3 clusters Score -1872601 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1872698.500000 Penalty: 4987.687988
	Iteration 19Q: 3 clusters Score -1872698 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1872783.000000 Penalty: 4987.687988
	Iteration 20F: 3 clusters Score -1872783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1872855.375000 Penalty: 4987.687988
	Iteration 21Q: 3 clusters Score -1872855 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1872923.750000 Penalty: 4987.687988
	Iteration 22Q: 3 clusters Score -1872924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1872976.875000 Penalty: 4987.687988
	Iteration 23Q: 3 clusters Score -1872977 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1873027.375000 Penalty: 4987.687988
	Iteration 24Q: 3 clusters Score -1873027 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1873084.125000 Penalty: 4987.687988
	Iteration 25Q: 3 clusters Score -1873084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1873125.000000 Penalty: 4987.687988
	Iteration 26Q: 3 clusters Score -1873125 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1873167.250000 Penalty: 4987.687988
	Iteration 27Q: 3 clusters Score -1873167 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1873203.250000 Penalty: 4987.687988
	Iteration 28Q: 3 clusters Score -1873203 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1873243.250000 Penalty: 4987.687988
	Iteration 29Q: 3 clusters Score -1873243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1873267.375000 Penalty: 4987.687988
	Iteration 30Q: 3 clusters Score -1873267 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1873286.000000 Penalty: 4987.687988
	Iteration 31Q: 3 clusters Score -1873286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1873306.750000 Penalty: 4987.687988
	Iteration 32Q: 3 clusters Score -1873307 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1873324.625000 Penalty: 4987.687988
	Iteration 33Q: 3 clusters Score -1873325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1873349.000000 Penalty: 4987.687988
	Iteration 34Q: 3 clusters Score -1873349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1873366.125000 Penalty: 4987.687988
	Iteration 35Q: 3 clusters Score -1873366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1873381.875000 Penalty: 4987.687988
	Iteration 36Q: 3 clusters Score -1873382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1873392.125000 Penalty: 4987.687988
	Iteration 37Q: 3 clusters Score -1873392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1873406.875000 Penalty: 4987.687988
	Iteration 38Q: 3 clusters Score -1873407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1873413.375000 Penalty: 4987.687988
	Iteration 39Q: 3 clusters Score -1873413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1873418.500000 Penalty: 4987.687988
	Iteration 40F: 3 clusters Score -1873418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1873429.000000 Penalty: 4987.687988
	Iteration 41Q: 3 clusters Score -1873429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1873441.250000 Penalty: 4987.687988
	Iteration 42Q: 3 clusters Score -1873441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1873455.625000 Penalty: 4987.687988
	Iteration 43Q: 3 clusters Score -1873456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1873461.500000 Penalty: 4987.687988
	Iteration 44Q: 3 clusters Score -1873462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1873473.250000 Penalty: 4987.687988
	Iteration 45Q: 3 clusters Score -1873473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1873483.750000 Penalty: 4987.687988
	Iteration 46Q: 3 clusters Score -1873484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1873492.000000 Penalty: 4987.687988
	Iteration 47Q: 3 clusters Score -1873492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1873501.500000 Penalty: 4987.687988
	Iteration 48Q: 3 clusters Score -1873502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1873511.750000 Penalty: 4987.687988
	Iteration 49Q: 3 clusters Score -1873512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1873530.375000 Penalty: 4987.687988
	Iteration 50Q: 3 clusters Score -1873530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1873543.875000 Penalty: 4987.687988
	Iteration 51Q: 3 clusters Score -1873544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1873555.125000 Penalty: 4987.687988
	Iteration 52Q: 3 clusters Score -1873555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1873570.875000 Penalty: 4987.687988
	Iteration 53Q: 3 clusters Score -1873571 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1873591.500000 Penalty: 4987.687988
	Iteration 54Q: 3 clusters Score -1873592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1873608.125000 Penalty: 4987.687988
	Iteration 55Q: 3 clusters Score -1873608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1873621.625000 Penalty: 4987.687988
	Iteration 56Q: 3 clusters Score -1873622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1873644.000000 Penalty: 4987.687988
	Iteration 57Q: 3 clusters Score -1873644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1873652.125000 Penalty: 4987.687988
	Iteration 58Q: 3 clusters Score -1873652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1873658.250000 Penalty: 4987.687988
	Iteration 59Q: 3 clusters Score -1873658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1873671.500000 Penalty: 4987.687988
	Iteration 60F: 3 clusters Score -1873672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1873679.500000 Penalty: 4987.687988
	Iteration 61Q: 3 clusters Score -1873680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1873696.875000 Penalty: 4987.687988
	Iteration 62Q: 3 clusters Score -1873697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1873698.250000 Penalty: 4987.687988
	Iteration 63Q: 3 clusters Score -1873698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1873714.250000 Penalty: 4987.687988
	Iteration 64Q: 3 clusters Score -1873714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1873734.375000 Penalty: 4987.687988
	Iteration 65Q: 3 clusters Score -1873734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1873742.500000 Penalty: 4987.687988
	Iteration 66Q: 3 clusters Score -1873742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1873753.125000 Penalty: 4987.687988
	Iteration 67Q: 3 clusters Score -1873753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1873766.750000 Penalty: 4987.687988
	Iteration 68Q: 3 clusters Score -1873767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1873780.500000 Penalty: 4987.687988
	Iteration 69Q: 3 clusters Score -1873780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1873793.125000 Penalty: 4987.687988
	Iteration 70Q: 3 clusters Score -1873793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1873805.875000 Penalty: 4987.687988
	Iteration 71Q: 3 clusters Score -1873806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1873815.875000 Penalty: 4987.687988
	Iteration 72Q: 3 clusters Score -1873816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1873831.125000 Penalty: 4987.687988
	Iteration 73Q: 3 clusters Score -1873831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1873841.000000 Penalty: 4987.687988
	Iteration 74Q: 3 clusters Score -1873841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1873847.375000 Penalty: 4987.687988
	Iteration 75Q: 3 clusters Score -1873847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1873849.625000 Penalty: 4987.687988
	Iteration 76Q: 3 clusters Score -1873850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1873859.625000 Penalty: 4987.687988
	Iteration 77Q: 3 clusters Score -1873860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1873863.625000 Penalty: 4987.687988
	Iteration 78Q: 3 clusters Score -1873864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1873865.750000 Penalty: 4987.687988
	Iteration 79Q: 3 clusters Score -1873866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1873866.625000 Penalty: 4987.687988
	Iteration 80F: 3 clusters Score -1873867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1873874.625000 Penalty: 4987.687988
	Iteration 81Q: 3 clusters Score -1873875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1873881.750000 Penalty: 4987.687988
	Iteration 82Q: 3 clusters Score -1873882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1873891.125000 Penalty: 4987.687988
	Iteration 83Q: 3 clusters Score -1873891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1873896.250000 Penalty: 4987.687988
	Iteration 84Q: 3 clusters Score -1873896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1873902.125000 Penalty: 4987.687988
	Iteration 85Q: 3 clusters Score -1873902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1873909.875000 Penalty: 4987.687988
	Iteration 86Q: 3 clusters Score -1873910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1873907.250000 Penalty: 4987.687988
	Iteration 87Q: 3 clusters Score -1873907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1873919.125000 Penalty: 4987.687988
	Iteration 88Q: 3 clusters Score -1873919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1873920.875000 Penalty: 4987.687988
	Iteration 89Q: 3 clusters Score -1873921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1873924.125000 Penalty: 4987.687988
	Iteration 90Q: 3 clusters Score -1873924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1873931.250000 Penalty: 4987.687988
	Iteration 91Q: 3 clusters Score -1873931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1873934.250000 Penalty: 4987.687988
	Iteration 92Q: 3 clusters Score -1873934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1873935.125000 Penalty: 4987.687988
	Iteration 93Q: 3 clusters Score -1873935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1873938.500000 Penalty: 4987.687988
	Iteration 94Q: 3 clusters Score -1873938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1873943.000000 Penalty: 4987.687988
	Iteration 95Q: 3 clusters Score -1873943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1873944.000000 Penalty: 4987.687988
	Iteration 96Q: 3 clusters Score -1873944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1873945.875000 Penalty: 4987.687988
	Iteration 97Q: 3 clusters Score -1873946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1873949.750000 Penalty: 4987.687988
	Iteration 98Q: 3 clusters Score -1873950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1873946.625000 Penalty: 4987.687988
	Iteration 99Q: 3 clusters Score -1873947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1873950.125000 Penalty: 4987.687988
	Iteration 100F: 3 clusters Score -1873950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1873955.625000 Penalty: 4987.687988
	Iteration 101Q: 3 clusters Score -1873956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1873957.250000 Penalty: 4987.687988
	Iteration 102Q: 3 clusters Score -1873957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1873955.000000 Penalty: 4987.687988
	Iteration 103Q: 3 clusters Score -1873955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1873954.625000 Penalty: 4987.687988
	Iteration 104Q: 3 clusters Score -1873955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1873956.625000 Penalty: 4987.687988
	Iteration 105Q: 3 clusters Score -1873957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1873960.500000 Penalty: 4987.687988
	Iteration 106Q: 3 clusters Score -1873960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1873967.250000 Penalty: 4987.687988
	Iteration 107Q: 3 clusters Score -1873967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1873969.625000 Penalty: 4987.687988
	Iteration 108Q: 3 clusters Score -1873970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1873969.250000 Penalty: 4987.687988
	Iteration 109Q: 3 clusters Score -1873969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1873973.375000 Penalty: 4987.687988
	Iteration 110Q: 3 clusters Score -1873973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1873976.750000 Penalty: 4987.687988
	Iteration 111Q: 3 clusters Score -1873977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1873975.875000 Penalty: 4987.687988
	Iteration 112Q: 3 clusters Score -1873976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1873981.000000 Penalty: 4987.687988
	Iteration 113Q: 3 clusters Score -1873981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1873980.000000 Penalty: 4987.687988
	Iteration 114Q: 3 clusters Score -1873980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1873980.750000 Penalty: 4987.687988
	Iteration 115Q: 3 clusters Score -1873981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1873979.500000 Penalty: 4987.687988
	Iteration 116Q: 3 clusters Score -1873980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1873979.750000 Penalty: 4987.687988
	Iteration 117Q: 3 clusters Score -1873980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1873980.125000 Penalty: 4987.687988
	Iteration 118Q: 3 clusters Score -1873980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1873982.500000 Penalty: 4987.687988
	Iteration 119Q: 3 clusters Score -1873982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1873985.250000 Penalty: 4987.687988
	Iteration 120F: 3 clusters Score -1873985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1873986.500000 Penalty: 4987.687988
	Iteration 121Q: 3 clusters Score -1873986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1873986.875000 Penalty: 4987.687988
	Iteration 122Q: 3 clusters Score -1873987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1873985.375000 Penalty: 4987.687988
	Iteration 123Q: 3 clusters Score -1873985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1873983.125000 Penalty: 4987.687988
	Iteration 124Q: 3 clusters Score -1873983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1873984.250000 Penalty: 4987.687988
	Iteration 125Q: 3 clusters Score -1873984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1873982.375000 Penalty: 4987.687988
	Iteration 126Q: 3 clusters Score -1873982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1873982.375000 Penalty: 4987.687988
	Iteration 127F: 3 clusters Score -1873982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Entering Unmasked Estep 
Score: -1431106.125000 Penalty: 2399.217285
	Iteration 0F: 2 clusters Score -1431106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1419699.625000 Penalty: 4798.434570
	Iteration 0F: 3 clusters Score -1419700 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1423422.250000 Penalty: 4798.434570
	Iteration 1F: 3 clusters Score -1423422 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1423851.125000 Penalty: 4798.434570
	Iteration 2F: 3 clusters Score -1423851 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1424231.000000 Penalty: 4798.434570
	Iteration 3F: 3 clusters Score -1424231 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1424547.750000 Penalty: 4798.434570
	Iteration 4Q: 3 clusters Score -1424548 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1424837.000000 Penalty: 4798.434570
	Iteration 5Q: 3 clusters Score -1424837 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1425145.500000 Penalty: 4798.434570
	Iteration 6Q: 3 clusters Score -1425146 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1425495.375000 Penalty: 4798.434570
	Iteration 7Q: 3 clusters Score -1425495 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1425927.875000 Penalty: 4798.434570
	Iteration 8Q: 3 clusters Score -1425928 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1426428.875000 Penalty: 4798.434570
	Iteration 9Q: 3 clusters Score -1426429 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1427018.625000 Penalty: 4798.434570
	Iteration 10Q: 3 clusters Score -1427019 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1427637.750000 Penalty: 4798.434570
	Iteration 11Q: 3 clusters Score -1427638 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1428173.875000 Penalty: 4798.434570
	Iteration 12Q: 3 clusters Score -1428174 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1428492.125000 Penalty: 4798.434570
	Iteration 13Q: 3 clusters Score -1428492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1428704.750000 Penalty: 4798.434570
	Iteration 14Q: 3 clusters Score -1428705 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1428851.500000 Penalty: 4798.434570
	Iteration 15Q: 3 clusters Score -1428852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1428940.875000 Penalty: 4798.434570
	Iteration 16Q: 3 clusters Score -1428941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1428999.375000 Penalty: 4798.434570
	Iteration 17Q: 3 clusters Score -1428999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1429043.000000 Penalty: 4798.434570
	Iteration 18Q: 3 clusters Score -1429043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1429075.500000 Penalty: 4798.434570
	Iteration 19Q: 3 clusters Score -1429076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1429092.625000 Penalty: 4798.434570
	Iteration 20F: 3 clusters Score -1429093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1429099.125000 Penalty: 4798.434570
	Iteration 21Q: 3 clusters Score -1429099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1429110.250000 Penalty: 4798.434570
	Iteration 22Q: 3 clusters Score -1429110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1429117.750000 Penalty: 4798.434570
	Iteration 23Q: 3 clusters Score -1429118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1429120.625000 Penalty: 4798.434570
	Iteration 24Q: 3 clusters Score -1429121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1429124.625000 Penalty: 4798.434570
	Iteration 25Q: 3 clusters Score -1429125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1429132.875000 Penalty: 4798.434570
	Iteration 26Q: 3 clusters Score -1429133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1429135.250000 Penalty: 4798.434570
	Iteration 27Q: 3 clusters Score -1429135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1429140.250000 Penalty: 4798.434570
	Iteration 28Q: 3 clusters Score -1429140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1429144.375000 Penalty: 4798.434570
	Iteration 29Q: 3 clusters Score -1429144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1429146.250000 Penalty: 4798.434570
	Iteration 30Q: 3 clusters Score -1429146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1429153.875000 Penalty: 4798.434570
	Iteration 31Q: 3 clusters Score -1429154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1429154.125000 Penalty: 4798.434570
	Iteration 32Q: 3 clusters Score -1429154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1429153.625000 Penalty: 4798.434570
	Iteration 33Q: 3 clusters Score -1429154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1429156.000000 Penalty: 4798.434570
	Iteration 34Q: 3 clusters Score -1429156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1429157.625000 Penalty: 4798.434570
	Iteration 35Q: 3 clusters Score -1429158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1429159.875000 Penalty: 4798.434570
	Iteration 36Q: 3 clusters Score -1429160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1429159.875000 Penalty: 4798.434570
	Iteration 37F: 3 clusters Score -1429160 nChanged 0
24->31 Clusters: Score -146483440.000000, best is -146513648.000000

Starting from 25 clusters...
--- Clustering full data set of 1705460 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 71462 members 
Mstep: Class 3 contains 70966 members 
Mstep: Class 4 contains 71037 members 
Mstep: Class 5 contains 71280 members 
Mstep: Class 6 contains 71045 members 
Mstep: Class 7 contains 71224 members 
Mstep: Class 8 contains 70746 members 
Mstep: Class 9 contains 71067 members 
Mstep: Class 10 contains 71290 members 
Mstep: Class 11 contains 70979 members 
Mstep: Class 12 contains 71038 members 
Mstep: Class 13 contains 70502 members 
Mstep: Class 14 contains 70790 members 
Mstep: Class 15 contains 71392 members 
Mstep: Class 16 contains 70954 members 
Mstep: Class 17 contains 70759 members 
Mstep: Class 18 contains 70408 members 
Mstep: Class 19 contains 71110 members 
Mstep: Class 20 contains 71022 members 
Mstep: Class 21 contains 71557 members 
Mstep: Class 22 contains 70855 members 
Mstep: Class 23 contains 71132 members 
Mstep: Class 24 contains 71238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1241.760132 but Gain 3558.640625
Score: -138871088.000000 Penalty: 81848.664062
Iteration 0F: 24 clusters Score -1.388711e+08 nChanged 1627108
Entering Unmasked Mstep 
Mstep: Class 0 contains 596 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 130847 members 
Mstep: Class 3 contains 183850 members 
Mstep: Class 4 contains 51876 members 
Mstep: Class 5 contains 55137 members 
Mstep: Class 6 contains 52906 members 
Mstep: Class 7 contains 229342 members 
Mstep: Class 8 contains 53483 members 
Mstep: Class 9 contains 61984 members 
Mstep: Class 10 contains 58481 members 
Mstep: Class 11 contains 82764 members 
Mstep: Class 12 contains 53263 members 
Mstep: Class 13 contains 49717 members 
Mstep: Class 14 contains 54709 members 
Mstep: Class 15 contains 38152 members 
Mstep: Class 16 contains 56309 members 
Mstep: Class 17 contains 53535 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 20 contains 63489 members 
Mstep: Class 21 contains 54989 members 
Mstep: Class 22 contains 65619 members 
Mstep: Class 23 contains 64120 members 
Mstep: Class 24 contains 71566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143188800.000000 Penalty: 81848.664062
Iteration 1F: 24 clusters Score -1.431888e+08 nChanged 582942
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 117439 members 
Mstep: Class 3 contains 236783 members 
Mstep: Class 4 contains 62862 members 
Mstep: Class 5 contains 41270 members 
Mstep: Class 6 contains 30884 members 
Mstep: Class 7 contains 227791 members 
Mstep: Class 8 contains 48577 members 
Mstep: Class 9 contains 72573 members 
Mstep: Class 10 contains 49646 members 
Mstep: Class 11 contains 107048 members 
Mstep: Class 12 contains 35845 members 
Mstep: Class 13 contains 55648 members 
Mstep: Class 14 contains 54564 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 47978 members 
Mstep: Class 17 contains 39683 members 
Mstep: Class 18 contains 40577 members 
Mstep: Class 20 contains 61460 members 
Mstep: Class 21 contains 63121 members 
Mstep: Class 22 contains 88442 members 
Mstep: Class 23 contains 47514 members 
Mstep: Class 24 contains 74869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144100240.000000 Penalty: 81848.664062
Iteration 2F: 24 clusters Score -1.441002e+08 nChanged 434334
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 107816 members 
Mstep: Class 3 contains 297244 members 
Mstep: Class 4 contains 67241 members 
Mstep: Class 5 contains 33910 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 254775 members 
Mstep: Class 8 contains 40768 members 
Mstep: Class 9 contains 71961 members 
Mstep: Class 10 contains 38727 members 
Mstep: Class 11 contains 108793 members 
Mstep: Class 12 contains 21922 members 
Mstep: Class 13 contains 56463 members 
Mstep: Class 14 contains 49947 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 39395 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 41798 members 
Mstep: Class 20 contains 55041 members 
Mstep: Class 21 contains 68342 members 
Mstep: Class 22 contains 103301 members 
Mstep: Class 23 contains 37118 members 
Mstep: Class 24 contains 74120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144635152.000000 Penalty: 81848.664062
Iteration 3F: 24 clusters Score -1.446352e+08 nChanged 347361
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 101944 members 
Mstep: Class 3 contains 357645 members 
Mstep: Class 4 contains 62140 members 
Mstep: Class 5 contains 26734 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 319976 members 
Mstep: Class 8 contains 30765 members 
Mstep: Class 9 contains 63424 members 
Mstep: Class 10 contains 27150 members 
Mstep: Class 11 contains 101365 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 13 contains 51482 members 
Mstep: Class 14 contains 40543 members 
Mstep: Class 15 contains 4438 members 
Mstep: Class 16 contains 32140 members 
Mstep: Class 17 contains 18985 members 
Mstep: Class 18 contains 38403 members 
Mstep: Class 20 contains 49189 members 
Mstep: Class 21 contains 66280 members 
Mstep: Class 22 contains 110224 members 
Mstep: Class 23 contains 34708 members 
Mstep: Class 24 contains 68583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145028288.000000 Penalty: 81848.664062
Iteration 4F: 24 clusters Score -1.450283e+08 nChanged 293905
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 100839 members 
Mstep: Class 3 contains 406805 members 
Mstep: Class 4 contains 51478 members 
Mstep: Class 5 contains 21049 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 396639 members 
Mstep: Class 8 contains 21369 members 
Mstep: Class 9 contains 52700 members 
Mstep: Class 10 contains 18212 members 
Mstep: Class 11 contains 93142 members 
Mstep: Class 12 contains 13792 members 
Mstep: Class 13 contains 44588 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 28855 members 
Mstep: Class 17 contains 11513 members 
Mstep: Class 18 contains 33083 members 
Mstep: Class 20 contains 45883 members 
Mstep: Class 21 contains 60404 members 
Mstep: Class 22 contains 111749 members 
Mstep: Class 23 contains 32970 members 
Mstep: Class 24 contains 59031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145326880.000000 Penalty: 81848.664062
Iteration 5F: 24 clusters Score -1.453269e+08 nChanged 242594
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 101399 members 
Mstep: Class 3 contains 429828 members 
Mstep: Class 4 contains 39569 members 
Mstep: Class 5 contains 17148 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 470168 members 
Mstep: Class 8 contains 14078 members 
Mstep: Class 9 contains 44191 members 
Mstep: Class 10 contains 12985 members 
Mstep: Class 11 contains 89219 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 37937 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 6669 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 20 contains 44735 members 
Mstep: Class 21 contains 55976 members 
Mstep: Class 22 contains 112455 members 
Mstep: Class 23 contains 30620 members 
Mstep: Class 24 contains 48592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145553600.000000 Penalty: 81848.664062
Iteration 6F: 24 clusters Score -1.455536e+08 nChanged 197232
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 101801 members 
Mstep: Class 3 contains 427510 members 
Mstep: Class 4 contains 28253 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 14180 members 
Mstep: Class 7 contains 535411 members 
Mstep: Class 8 contains 9114 members 
Mstep: Class 9 contains 38415 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 90881 members 
Mstep: Class 12 contains 15343 members 
Mstep: Class 13 contains 31704 members 
Mstep: Class 14 contains 12430 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 28057 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 26031 members 
Mstep: Class 20 contains 44760 members 
Mstep: Class 21 contains 53622 members 
Mstep: Class 22 contains 115773 members 
Mstep: Class 23 contains 28202 members 
Mstep: Class 24 contains 38580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2201.349365 but Gain 3558.632812
Score: -145735600.000000 Penalty: 78290.031250
Iteration 7F: 23 clusters Score -1.457356e+08 nChanged 161756
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 102551 members 
Mstep: Class 3 contains 411445 members 
Mstep: Class 4 contains 19751 members 
Mstep: Class 5 contains 13298 members 
Mstep: Class 6 contains 16027 members 
Mstep: Class 7 contains 588756 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 34420 members 
Mstep: Class 10 contains 8560 members 
Mstep: Class 11 contains 96642 members 
Mstep: Class 12 contains 16064 members 
Mstep: Class 13 contains 25614 members 
Mstep: Class 14 contains 7918 members 
Mstep: Class 15 contains 3495 members 
Mstep: Class 16 contains 27881 members 
Mstep: Class 18 contains 24832 members 
Mstep: Class 20 contains 44873 members 
Mstep: Class 21 contains 53209 members 
Mstep: Class 22 contains 121243 members 
Mstep: Class 23 contains 26242 members 
Mstep: Class 24 contains 29574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145879920.000000 Penalty: 78290.031250
Iteration 8F: 23 clusters Score -1.458799e+08 nChanged 127744
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 102483 members 
Mstep: Class 3 contains 391329 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 12428 members 
Mstep: Class 6 contains 17516 members 
Mstep: Class 7 contains 626403 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 31935 members 
Mstep: Class 10 contains 7293 members 
Mstep: Class 11 contains 103454 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 27830 members 
Mstep: Class 18 contains 24410 members 
Mstep: Class 20 contains 44942 members 
Mstep: Class 21 contains 54490 members 
Mstep: Class 22 contains 126563 members 
Mstep: Class 23 contains 24808 members 
Mstep: Class 24 contains 22619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3138.568604 but Gain 3558.640625
Score: -145979072.000000 Penalty: 74731.390625
Iteration 9F: 22 clusters Score -1.459791e+08 nChanged 104883
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 101794 members 
Mstep: Class 3 contains 372864 members 
Mstep: Class 4 contains 12636 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 18835 members 
Mstep: Class 7 contains 652965 members 
Mstep: Class 9 contains 30705 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 111898 members 
Mstep: Class 12 contains 17051 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 4178 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 28069 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 20 contains 45047 members 
Mstep: Class 21 contains 57051 members 
Mstep: Class 22 contains 130657 members 
Mstep: Class 23 contains 23876 members 
Mstep: Class 24 contains 18031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146049568.000000 Penalty: 74731.390625
Iteration 10F: 22 clusters Score -1.460496e+08 nChanged 81672
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 100518 members 
Mstep: Class 3 contains 356932 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 20214 members 
Mstep: Class 7 contains 668790 members 
Mstep: Class 9 contains 30251 members 
Mstep: Class 10 contains 6673 members 
Mstep: Class 11 contains 117381 members 
Mstep: Class 12 contains 17425 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 3717 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 28539 members 
Mstep: Class 18 contains 24147 members 
Mstep: Class 20 contains 45119 members 
Mstep: Class 21 contains 60980 members 
Mstep: Class 22 contains 132979 members 
Mstep: Class 23 contains 23160 members 
Mstep: Class 24 contains 14972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3492.379883 but Gain 3558.640625
Score: -146094176.000000 Penalty: 71172.750000
Iteration 11Q: 21 clusters Score -1.460942e+08 nChanged 70670
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 98872 members 
Mstep: Class 3 contains 344144 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 12720 members 
Mstep: Class 6 contains 21601 members 
Mstep: Class 7 contains 679239 members 
Mstep: Class 9 contains 30081 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 122661 members 
Mstep: Class 12 contains 17784 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 6029 members 
Mstep: Class 16 contains 29227 members 
Mstep: Class 18 contains 24002 members 
Mstep: Class 20 contains 45111 members 
Mstep: Class 21 contains 66267 members 
Mstep: Class 22 contains 134513 members 
Mstep: Class 23 contains 22428 members 
Mstep: Class 24 contains 12918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146134672.000000 Penalty: 71172.750000
Iteration 12Q: 21 clusters Score -1.461347e+08 nChanged 56066
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 96827 members 
Mstep: Class 3 contains 333727 members 
Mstep: Class 4 contains 12448 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 682773 members 
Mstep: Class 9 contains 29753 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 123076 members 
Mstep: Class 12 contains 18108 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 29973 members 
Mstep: Class 18 contains 23868 members 
Mstep: Class 20 contains 45135 members 
Mstep: Class 21 contains 73116 members 
Mstep: Class 22 contains 135828 members 
Mstep: Class 23 contains 21646 members 
Mstep: Class 24 contains 11442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146160176.000000 Penalty: 71172.750000
Iteration 13Q: 21 clusters Score -1.461602e+08 nChanged 49688
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 94731 members 
Mstep: Class 3 contains 325330 members 
Mstep: Class 4 contains 12823 members 
Mstep: Class 5 contains 14613 members 
Mstep: Class 6 contains 24561 members 
Mstep: Class 7 contains 683072 members 
Mstep: Class 9 contains 29527 members 
Mstep: Class 10 contains 8745 members 
Mstep: Class 11 contains 122791 members 
Mstep: Class 12 contains 18408 members 
Mstep: Class 14 contains 3869 members 
Mstep: Class 15 contains 6670 members 
Mstep: Class 16 contains 30906 members 
Mstep: Class 18 contains 23780 members 
Mstep: Class 20 contains 45132 members 
Mstep: Class 21 contains 81034 members 
Mstep: Class 22 contains 137042 members 
Mstep: Class 23 contains 20780 members 
Mstep: Class 24 contains 10433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146182416.000000 Penalty: 71172.750000
Iteration 14Q: 21 clusters Score -1.461824e+08 nChanged 44456
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 93069 members 
Mstep: Class 3 contains 318398 members 
Mstep: Class 4 contains 13278 members 
Mstep: Class 5 contains 15655 members 
Mstep: Class 6 contains 25699 members 
Mstep: Class 7 contains 679822 members 
Mstep: Class 9 contains 29253 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 122423 members 
Mstep: Class 12 contains 18640 members 
Mstep: Class 14 contains 4166 members 
Mstep: Class 15 contains 6894 members 
Mstep: Class 16 contains 31924 members 
Mstep: Class 18 contains 23741 members 
Mstep: Class 20 contains 45181 members 
Mstep: Class 21 contains 89942 members 
Mstep: Class 22 contains 138260 members 
Mstep: Class 23 contains 20022 members 
Mstep: Class 24 contains 9730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146197712.000000 Penalty: 71172.750000
Iteration 15Q: 21 clusters Score -1.461977e+08 nChanged 40349
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 91997 members 
Mstep: Class 3 contains 313046 members 
Mstep: Class 4 contains 13689 members 
Mstep: Class 5 contains 16735 members 
Mstep: Class 6 contains 26499 members 
Mstep: Class 7 contains 672980 members 
Mstep: Class 9 contains 28882 members 
Mstep: Class 10 contains 10608 members 
Mstep: Class 11 contains 122135 members 
Mstep: Class 12 contains 18788 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 16 contains 32912 members 
Mstep: Class 18 contains 23638 members 
Mstep: Class 20 contains 45209 members 
Mstep: Class 21 contains 99908 members 
Mstep: Class 22 contains 139423 members 
Mstep: Class 23 contains 19456 members 
Mstep: Class 24 contains 9249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146206672.000000 Penalty: 71172.750000
Iteration 16Q: 21 clusters Score -1.462067e+08 nChanged 37048
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 91345 members 
Mstep: Class 3 contains 309425 members 
Mstep: Class 4 contains 14105 members 
Mstep: Class 5 contains 17814 members 
Mstep: Class 6 contains 26966 members 
Mstep: Class 7 contains 662587 members 
Mstep: Class 9 contains 28414 members 
Mstep: Class 10 contains 11726 members 
Mstep: Class 11 contains 122129 members 
Mstep: Class 12 contains 18829 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 33757 members 
Mstep: Class 18 contains 23576 members 
Mstep: Class 20 contains 45225 members 
Mstep: Class 21 contains 110711 members 
Mstep: Class 22 contains 140566 members 
Mstep: Class 23 contains 19139 members 
Mstep: Class 24 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146218336.000000 Penalty: 71172.750000
Iteration 17Q: 21 clusters Score -1.462183e+08 nChanged 33754
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 90772 members 
Mstep: Class 3 contains 306843 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 18872 members 
Mstep: Class 6 contains 27180 members 
Mstep: Class 7 contains 651025 members 
Mstep: Class 9 contains 27967 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 122214 members 
Mstep: Class 12 contains 18834 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 7366 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 18 contains 23547 members 
Mstep: Class 20 contains 45189 members 
Mstep: Class 21 contains 121481 members 
Mstep: Class 22 contains 141570 members 
Mstep: Class 23 contains 18954 members 
Mstep: Class 24 contains 8727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146231344.000000 Penalty: 71172.750000
Iteration 18Q: 21 clusters Score -1.462313e+08 nChanged 31348
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 90325 members 
Mstep: Class 3 contains 304823 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 19918 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 638796 members 
Mstep: Class 9 contains 27524 members 
Mstep: Class 10 contains 14145 members 
Mstep: Class 11 contains 122505 members 
Mstep: Class 12 contains 18800 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 35245 members 
Mstep: Class 18 contains 23548 members 
Mstep: Class 20 contains 45161 members 
Mstep: Class 21 contains 132093 members 
Mstep: Class 22 contains 142428 members 
Mstep: Class 23 contains 18859 members 
Mstep: Class 24 contains 8510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146244736.000000 Penalty: 71172.750000
Iteration 19Q: 21 clusters Score -1.462447e+08 nChanged 29044
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 89853 members 
Mstep: Class 3 contains 303209 members 
Mstep: Class 4 contains 15395 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 27210 members 
Mstep: Class 7 contains 626901 members 
Mstep: Class 9 contains 27280 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 122917 members 
Mstep: Class 12 contains 18754 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 35869 members 
Mstep: Class 18 contains 23543 members 
Mstep: Class 20 contains 45098 members 
Mstep: Class 21 contains 142252 members 
Mstep: Class 22 contains 143102 members 
Mstep: Class 23 contains 18835 members 
Mstep: Class 24 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146258544.000000 Penalty: 71172.750000
Iteration 20F: 21 clusters Score -1.462585e+08 nChanged 28905
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 89267 members 
Mstep: Class 3 contains 301589 members 
Mstep: Class 4 contains 15800 members 
Mstep: Class 5 contains 21999 members 
Mstep: Class 6 contains 27057 members 
Mstep: Class 7 contains 614014 members 
Mstep: Class 9 contains 27160 members 
Mstep: Class 10 contains 16403 members 
Mstep: Class 11 contains 123379 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 14 contains 8470 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 36509 members 
Mstep: Class 18 contains 23283 members 
Mstep: Class 20 contains 44999 members 
Mstep: Class 21 contains 152737 members 
Mstep: Class 22 contains 143622 members 
Mstep: Class 23 contains 18861 members 
Mstep: Class 24 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146269216.000000 Penalty: 71172.750000
Iteration 21Q: 21 clusters Score -1.462692e+08 nChanged 27881
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 88690 members 
Mstep: Class 3 contains 300176 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 23163 members 
Mstep: Class 6 contains 26862 members 
Mstep: Class 7 contains 601501 members 
Mstep: Class 9 contains 27345 members 
Mstep: Class 10 contains 17294 members 
Mstep: Class 11 contains 124033 members 
Mstep: Class 12 contains 18650 members 
Mstep: Class 14 contains 9700 members 
Mstep: Class 15 contains 7767 members 
Mstep: Class 16 contains 37088 members 
Mstep: Class 18 contains 22919 members 
Mstep: Class 20 contains 44902 members 
Mstep: Class 21 contains 162665 members 
Mstep: Class 22 contains 144048 members 
Mstep: Class 23 contains 18935 members 
Mstep: Class 24 contains 8078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146279792.000000 Penalty: 71172.750000
Iteration 22Q: 21 clusters Score -1.462798e+08 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 88022 members 
Mstep: Class 3 contains 298841 members 
Mstep: Class 4 contains 16617 members 
Mstep: Class 5 contains 24290 members 
Mstep: Class 6 contains 26648 members 
Mstep: Class 7 contains 590260 members 
Mstep: Class 9 contains 27762 members 
Mstep: Class 10 contains 17965 members 
Mstep: Class 11 contains 124698 members 
Mstep: Class 12 contains 18631 members 
Mstep: Class 14 contains 10684 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 37631 members 
Mstep: Class 18 contains 22578 members 
Mstep: Class 20 contains 44806 members 
Mstep: Class 21 contains 171523 members 
Mstep: Class 22 contains 144449 members 
Mstep: Class 23 contains 19068 members 
Mstep: Class 24 contains 7951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146287936.000000 Penalty: 71172.750000
Iteration 23Q: 21 clusters Score -1.462879e+08 nChanged 22610
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 87289 members 
Mstep: Class 3 contains 297543 members 
Mstep: Class 4 contains 17028 members 
Mstep: Class 5 contains 25502 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 580376 members 
Mstep: Class 9 contains 28307 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 125295 members 
Mstep: Class 12 contains 18648 members 
Mstep: Class 14 contains 11501 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 18 contains 22311 members 
Mstep: Class 20 contains 44649 members 
Mstep: Class 21 contains 179237 members 
Mstep: Class 22 contains 144769 members 
Mstep: Class 23 contains 19229 members 
Mstep: Class 24 contains 7808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146294464.000000 Penalty: 71172.750000
Iteration 24Q: 21 clusters Score -1.462945e+08 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 86592 members 
Mstep: Class 3 contains 296189 members 
Mstep: Class 4 contains 17482 members 
Mstep: Class 5 contains 26731 members 
Mstep: Class 6 contains 26272 members 
Mstep: Class 7 contains 571845 members 
Mstep: Class 9 contains 29005 members 
Mstep: Class 10 contains 18804 members 
Mstep: Class 11 contains 125815 members 
Mstep: Class 12 contains 18661 members 
Mstep: Class 14 contains 12156 members 
Mstep: Class 15 contains 8005 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 18 contains 22144 members 
Mstep: Class 20 contains 44464 members 
Mstep: Class 21 contains 185815 members 
Mstep: Class 22 contains 145083 members 
Mstep: Class 23 contains 19382 members 
Mstep: Class 24 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146298928.000000 Penalty: 71172.750000
Iteration 25Q: 21 clusters Score -1.462989e+08 nChanged 17704
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 85851 members 
Mstep: Class 3 contains 294928 members 
Mstep: Class 4 contains 17939 members 
Mstep: Class 5 contains 28039 members 
Mstep: Class 6 contains 26085 members 
Mstep: Class 7 contains 564379 members 
Mstep: Class 9 contains 29847 members 
Mstep: Class 10 contains 19097 members 
Mstep: Class 11 contains 126249 members 
Mstep: Class 12 contains 18669 members 
Mstep: Class 14 contains 12645 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 38875 members 
Mstep: Class 18 contains 22059 members 
Mstep: Class 20 contains 44251 members 
Mstep: Class 21 contains 191358 members 
Mstep: Class 22 contains 145372 members 
Mstep: Class 23 contains 19509 members 
Mstep: Class 24 contains 7552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146304704.000000 Penalty: 71172.750000
Iteration 26Q: 21 clusters Score -1.463047e+08 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 84979 members 
Mstep: Class 3 contains 293752 members 
Mstep: Class 4 contains 18412 members 
Mstep: Class 5 contains 29397 members 
Mstep: Class 6 contains 25913 members 
Mstep: Class 7 contains 557829 members 
Mstep: Class 9 contains 30812 members 
Mstep: Class 10 contains 19290 members 
Mstep: Class 11 contains 126637 members 
Mstep: Class 12 contains 18687 members 
Mstep: Class 14 contains 13074 members 
Mstep: Class 15 contains 8138 members 
Mstep: Class 16 contains 39195 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 20 contains 44002 members 
Mstep: Class 21 contains 196020 members 
Mstep: Class 22 contains 145671 members 
Mstep: Class 23 contains 19626 members 
Mstep: Class 24 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146307616.000000 Penalty: 71172.750000
Iteration 27Q: 21 clusters Score -1.463076e+08 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 292660 members 
Mstep: Class 4 contains 18931 members 
Mstep: Class 5 contains 30852 members 
Mstep: Class 6 contains 25765 members 
Mstep: Class 7 contains 551902 members 
Mstep: Class 9 contains 31860 members 
Mstep: Class 10 contains 19455 members 
Mstep: Class 11 contains 127019 members 
Mstep: Class 12 contains 18717 members 
Mstep: Class 14 contains 13406 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 39465 members 
Mstep: Class 18 contains 21943 members 
Mstep: Class 20 contains 43746 members 
Mstep: Class 21 contains 199984 members 
Mstep: Class 22 contains 145991 members 
Mstep: Class 23 contains 19719 members 
Mstep: Class 24 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146310544.000000 Penalty: 71172.750000
Iteration 28Q: 21 clusters Score -1.463105e+08 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 82872 members 
Mstep: Class 3 contains 291609 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 32279 members 
Mstep: Class 6 contains 25611 members 
Mstep: Class 7 contains 546623 members 
Mstep: Class 9 contains 32954 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 127338 members 
Mstep: Class 12 contains 18736 members 
Mstep: Class 14 contains 13676 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 18 contains 21898 members 
Mstep: Class 20 contains 43500 members 
Mstep: Class 21 contains 203301 members 
Mstep: Class 22 contains 146281 members 
Mstep: Class 23 contains 19801 members 
Mstep: Class 24 contains 7249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146312240.000000 Penalty: 71172.750000
Iteration 29Q: 21 clusters Score -1.463122e+08 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 81644 members 
Mstep: Class 3 contains 290617 members 
Mstep: Class 4 contains 20586 members 
Mstep: Class 5 contains 33706 members 
Mstep: Class 6 contains 25450 members 
Mstep: Class 7 contains 541957 members 
Mstep: Class 9 contains 34068 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 127606 members 
Mstep: Class 12 contains 18752 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 8298 members 
Mstep: Class 16 contains 39918 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 20 contains 43233 members 
Mstep: Class 21 contains 206125 members 
Mstep: Class 22 contains 146533 members 
Mstep: Class 23 contains 19848 members 
Mstep: Class 24 contains 7106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146315248.000000 Penalty: 71172.750000
Iteration 30Q: 21 clusters Score -1.463152e+08 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 80280 members 
Mstep: Class 3 contains 289481 members 
Mstep: Class 4 contains 21693 members 
Mstep: Class 5 contains 35086 members 
Mstep: Class 6 contains 25291 members 
Mstep: Class 7 contains 537821 members 
Mstep: Class 9 contains 35247 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 127870 members 
Mstep: Class 12 contains 18764 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 40077 members 
Mstep: Class 18 contains 21893 members 
Mstep: Class 20 contains 42980 members 
Mstep: Class 21 contains 208572 members 
Mstep: Class 22 contains 146808 members 
Mstep: Class 23 contains 19854 members 
Mstep: Class 24 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146317248.000000 Penalty: 71172.750000
Iteration 31Q: 21 clusters Score -1.463172e+08 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 78687 members 
Mstep: Class 3 contains 288199 members 
Mstep: Class 4 contains 23251 members 
Mstep: Class 5 contains 36446 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 534090 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 19874 members 
Mstep: Class 11 contains 128121 members 
Mstep: Class 12 contains 18758 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 8393 members 
Mstep: Class 16 contains 40225 members 
Mstep: Class 18 contains 21871 members 
Mstep: Class 20 contains 42712 members 
Mstep: Class 21 contains 210775 members 
Mstep: Class 22 contains 147054 members 
Mstep: Class 23 contains 19800 members 
Mstep: Class 24 contains 6997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146319504.000000 Penalty: 71172.750000
Iteration 32Q: 21 clusters Score -1.463195e+08 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 77071 members 
Mstep: Class 3 contains 286923 members 
Mstep: Class 4 contains 25049 members 
Mstep: Class 5 contains 37780 members 
Mstep: Class 6 contains 25045 members 
Mstep: Class 7 contains 530855 members 
Mstep: Class 9 contains 37276 members 
Mstep: Class 10 contains 19949 members 
Mstep: Class 11 contains 128310 members 
Mstep: Class 12 contains 18743 members 
Mstep: Class 14 contains 14215 members 
Mstep: Class 15 contains 8448 members 
Mstep: Class 16 contains 40326 members 
Mstep: Class 18 contains 21860 members 
Mstep: Class 20 contains 42408 members 
Mstep: Class 21 contains 212651 members 
Mstep: Class 22 contains 147305 members 
Mstep: Class 23 contains 19688 members 
Mstep: Class 24 contains 6982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146322144.000000 Penalty: 71172.750000
Iteration 33Q: 21 clusters Score -1.463221e+08 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 75313 members 
Mstep: Class 3 contains 285774 members 
Mstep: Class 4 contains 27151 members 
Mstep: Class 5 contains 39093 members 
Mstep: Class 6 contains 24928 members 
Mstep: Class 7 contains 527751 members 
Mstep: Class 9 contains 38055 members 
Mstep: Class 10 contains 20025 members 
Mstep: Class 11 contains 128488 members 
Mstep: Class 12 contains 18727 members 
Mstep: Class 14 contains 14273 members 
Mstep: Class 15 contains 8507 members 
Mstep: Class 16 contains 40405 members 
Mstep: Class 18 contains 21852 members 
Mstep: Class 20 contains 42063 members 
Mstep: Class 21 contains 214384 members 
Mstep: Class 22 contains 147535 members 
Mstep: Class 23 contains 19540 members 
Mstep: Class 24 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146324160.000000 Penalty: 71172.750000
Iteration 34Q: 21 clusters Score -1.463242e+08 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 73519 members 
Mstep: Class 3 contains 284586 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 40337 members 
Mstep: Class 6 contains 24811 members 
Mstep: Class 7 contains 525065 members 
Mstep: Class 9 contains 38747 members 
Mstep: Class 10 contains 20114 members 
Mstep: Class 11 contains 128628 members 
Mstep: Class 12 contains 18705 members 
Mstep: Class 14 contains 14295 members 
Mstep: Class 15 contains 8553 members 
Mstep: Class 16 contains 40454 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 215903 members 
Mstep: Class 22 contains 147751 members 
Mstep: Class 23 contains 19368 members 
Mstep: Class 24 contains 6906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146325824.000000 Penalty: 71172.750000
Iteration 35Q: 21 clusters Score -1.463258e+08 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 71801 members 
Mstep: Class 3 contains 283235 members 
Mstep: Class 4 contains 31805 members 
Mstep: Class 5 contains 41546 members 
Mstep: Class 6 contains 24683 members 
Mstep: Class 7 contains 522769 members 
Mstep: Class 9 contains 39415 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 128720 members 
Mstep: Class 12 contains 18686 members 
Mstep: Class 14 contains 14294 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 40476 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 20 contains 41431 members 
Mstep: Class 21 contains 217205 members 
Mstep: Class 22 contains 147991 members 
Mstep: Class 23 contains 19172 members 
Mstep: Class 24 contains 6857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146327104.000000 Penalty: 71172.750000
Iteration 36Q: 21 clusters Score -1.463271e+08 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 281791 members 
Mstep: Class 4 contains 34241 members 
Mstep: Class 5 contains 42759 members 
Mstep: Class 6 contains 24552 members 
Mstep: Class 7 contains 520804 members 
Mstep: Class 9 contains 40048 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 128779 members 
Mstep: Class 12 contains 18670 members 
Mstep: Class 14 contains 14275 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 16 contains 40468 members 
Mstep: Class 18 contains 21858 members 
Mstep: Class 20 contains 41135 members 
Mstep: Class 21 contains 218395 members 
Mstep: Class 22 contains 148193 members 
Mstep: Class 23 contains 18969 members 
Mstep: Class 24 contains 6799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146328944.000000 Penalty: 71172.750000
Iteration 37Q: 21 clusters Score -1.463289e+08 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 68251 members 
Mstep: Class 3 contains 280247 members 
Mstep: Class 4 contains 36760 members 
Mstep: Class 5 contains 43990 members 
Mstep: Class 6 contains 24407 members 
Mstep: Class 7 contains 519072 members 
Mstep: Class 9 contains 40605 members 
Mstep: Class 10 contains 20397 members 
Mstep: Class 11 contains 128793 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 14 contains 14242 members 
Mstep: Class 15 contains 8616 members 
Mstep: Class 16 contains 40443 members 
Mstep: Class 18 contains 21860 members 
Mstep: Class 20 contains 40835 members 
Mstep: Class 21 contains 219521 members 
Mstep: Class 22 contains 148443 members 
Mstep: Class 23 contains 18779 members 
Mstep: Class 24 contains 6738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146330560.000000 Penalty: 71172.750000
Iteration 38Q: 21 clusters Score -1.463306e+08 nChanged 9688
Entering ConstructFrom: 
Score: -146330560.000000 Penalty: 71172.750000
Entering ConstructFrom: 
Trying to split cluster 1 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -459491.625000 Penalty: 2097.814209
	Iteration 0F: 2 clusters Score -459491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -455111.531250 Penalty: 4195.628418
	Iteration 0F: 3 clusters Score -455111.5 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456049.968750 Penalty: 4195.628418
	Iteration 1F: 3 clusters Score -456050 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -456237.937500 Penalty: 4195.628418
	Iteration 2F: 3 clusters Score -456237.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -456365.000000 Penalty: 4195.628418
	Iteration 3Q: 3 clusters Score -456365 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -456437.437500 Penalty: 4195.628418
	Iteration 4Q: 3 clusters Score -456437.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -456489.343750 Penalty: 4195.628418
	Iteration 5Q: 3 clusters Score -456489.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -456523.875000 Penalty: 4195.628418
	Iteration 6Q: 3 clusters Score -456523.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -456552.406250 Penalty: 4195.628418
	Iteration 7Q: 3 clusters Score -456552.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -456577.750000 Penalty: 4195.628418
	Iteration 8Q: 3 clusters Score -456577.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -456594.718750 Penalty: 4195.628418
	Iteration 9Q: 3 clusters Score -456594.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -456607.625000 Penalty: 4195.628418
	Iteration 10Q: 3 clusters Score -456607.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -456618.718750 Penalty: 4195.628418
	Iteration 11Q: 3 clusters Score -456618.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -456627.843750 Penalty: 4195.628418
	Iteration 12Q: 3 clusters Score -456627.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -456634.875000 Penalty: 4195.628418
	Iteration 13Q: 3 clusters Score -456634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -456641.843750 Penalty: 4195.628418
	Iteration 14Q: 3 clusters Score -456641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -456648.625000 Penalty: 4195.628418
	Iteration 15Q: 3 clusters Score -456648.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -456656.406250 Penalty: 4195.628418
	Iteration 16Q: 3 clusters Score -456656.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -456662.281250 Penalty: 4195.628418
	Iteration 17Q: 3 clusters Score -456662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -456667.812500 Penalty: 4195.628418
	Iteration 18Q: 3 clusters Score -456667.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -456671.968750 Penalty: 4195.628418
	Iteration 19Q: 3 clusters Score -456672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -456673.156250 Penalty: 4195.628418
	Iteration 20F: 3 clusters Score -456673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -456675.812500 Penalty: 4195.628418
	Iteration 21Q: 3 clusters Score -456675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -456676.312500 Penalty: 4195.628418
	Iteration 22Q: 3 clusters Score -456676.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -456678.375000 Penalty: 4195.628418
	Iteration 23Q: 3 clusters Score -456678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -456680.375000 Penalty: 4195.628418
	Iteration 24Q: 3 clusters Score -456680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -456682.500000 Penalty: 4195.628418
	Iteration 25Q: 3 clusters Score -456682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -456682.468750 Penalty: 4195.628418
	Iteration 26Q: 3 clusters Score -456682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -456683.000000 Penalty: 4195.628418
	Iteration 27Q: 3 clusters Score -456683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -456683.656250 Penalty: 4195.628418
	Iteration 28Q: 3 clusters Score -456683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -456684.968750 Penalty: 4195.628418
	Iteration 29Q: 3 clusters Score -456685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -456685.406250 Penalty: 4195.628418
	Iteration 30Q: 3 clusters Score -456685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -456685.406250 Penalty: 4195.628418
	Iteration 31F: 3 clusters Score -456685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Entering Unmasked Estep 
Score: -5771606.000000 Penalty: 2753.988281
	Iteration 0F: 2 clusters Score -5771606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5726951.500000 Penalty: 5507.976562
	Iteration 0F: 3 clusters Score -5726952 nChanged 31097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -5744930.500000 Penalty: 5507.976562
	Iteration 1F: 3 clusters Score -5744930 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -5746217.500000 Penalty: 5507.976562
	Iteration 2Q: 3 clusters Score -5746218 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5748237.000000 Penalty: 5507.976562
	Iteration 3F: 3 clusters Score -5748237 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -5750875.500000 Penalty: 5507.976562
	Iteration 4F: 3 clusters Score -5750876 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5754205.500000 Penalty: 5507.976562
	Iteration 5F: 3 clusters Score -5754206 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -5757800.000000 Penalty: 5507.976562
	Iteration 6F: 3 clusters Score -5757800 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -5761197.500000 Penalty: 5507.976562
	Iteration 7F: 3 clusters Score -5761198 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -5763769.500000 Penalty: 5507.976562
	Iteration 8Q: 3 clusters Score -5763770 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -5765457.000000 Penalty: 5507.976562
	Iteration 9Q: 3 clusters Score -5765457 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -5766534.500000 Penalty: 5507.976562
	Iteration 10Q: 3 clusters Score -5766534 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -5767278.500000 Penalty: 5507.976562
	Iteration 11Q: 3 clusters Score -5767278 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -5767751.000000 Penalty: 5507.976562
	Iteration 12Q: 3 clusters Score -5767751 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -5768102.000000 Penalty: 5507.976562
	Iteration 13Q: 3 clusters Score -5768102 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -5768441.500000 Penalty: 5507.976562
	Iteration 14Q: 3 clusters Score -5768442 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -5768663.000000 Penalty: 5507.976562
	Iteration 15Q: 3 clusters Score -5768663 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -5768872.000000 Penalty: 5507.976562
	Iteration 16Q: 3 clusters Score -5768872 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -5768993.000000 Penalty: 5507.976562
	Iteration 17Q: 3 clusters Score -5768993 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -5769136.000000 Penalty: 5507.976562
	Iteration 18Q: 3 clusters Score -5769136 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -5769244.500000 Penalty: 5507.976562
	Iteration 19Q: 3 clusters Score -5769244 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -5769323.000000 Penalty: 5507.976562
	Iteration 20F: 3 clusters Score -5769323 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -5769438.500000 Penalty: 5507.976562
	Iteration 21Q: 3 clusters Score -5769438 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -5769504.500000 Penalty: 5507.976562
	Iteration 22Q: 3 clusters Score -5769504 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -5769563.500000 Penalty: 5507.976562
	Iteration 23Q: 3 clusters Score -5769564 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -5769621.500000 Penalty: 5507.976562
	Iteration 24Q: 3 clusters Score -5769622 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -5769663.000000 Penalty: 5507.976562
	Iteration 25Q: 3 clusters Score -5769663 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -5769711.500000 Penalty: 5507.976562
	Iteration 26Q: 3 clusters Score -5769712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -5769755.500000 Penalty: 5507.976562
	Iteration 27Q: 3 clusters Score -5769756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -5769799.000000 Penalty: 5507.976562
	Iteration 28Q: 3 clusters Score -5769799 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -5769837.500000 Penalty: 5507.976562
	Iteration 29Q: 3 clusters Score -5769838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -5769884.000000 Penalty: 5507.976562
	Iteration 30Q: 3 clusters Score -5769884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -5769891.500000 Penalty: 5507.976562
	Iteration 31Q: 3 clusters Score -5769892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -5769922.500000 Penalty: 5507.976562
	Iteration 32Q: 3 clusters Score -5769922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -5769943.000000 Penalty: 5507.976562
	Iteration 33Q: 3 clusters Score -5769943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -5769949.500000 Penalty: 5507.976562
	Iteration 34Q: 3 clusters Score -5769950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -5769944.000000 Penalty: 5507.976562
	Iteration 35Q: 3 clusters Score -5769944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5769963.000000 Penalty: 5507.976562
	Iteration 36Q: 3 clusters Score -5769963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -5769966.500000 Penalty: 5507.976562
	Iteration 37Q: 3 clusters Score -5769966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -5769979.000000 Penalty: 5507.976562
	Iteration 38Q: 3 clusters Score -5769979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -5770001.500000 Penalty: 5507.976562
	Iteration 39Q: 3 clusters Score -5770002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -5770003.500000 Penalty: 5507.976562
	Iteration 40F: 3 clusters Score -5770004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -5770002.500000 Penalty: 5507.976562
	Iteration 41Q: 3 clusters Score -5770002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -5770003.500000 Penalty: 5507.976562
	Iteration 42Q: 3 clusters Score -5770004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -5770007.000000 Penalty: 5507.976562
	Iteration 43Q: 3 clusters Score -5770007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -5770000.500000 Penalty: 5507.976562
	Iteration 44Q: 3 clusters Score -5770000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -5769997.500000 Penalty: 5507.976562
	Iteration 45Q: 3 clusters Score -5769998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -5769992.000000 Penalty: 5507.976562
	Iteration 46Q: 3 clusters Score -5769992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -5770001.500000 Penalty: 5507.976562
	Iteration 47Q: 3 clusters Score -5770002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -5770009.000000 Penalty: 5507.976562
	Iteration 48Q: 3 clusters Score -5770009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -5770021.000000 Penalty: 5507.976562
	Iteration 49Q: 3 clusters Score -5770021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -5770024.000000 Penalty: 5507.976562
	Iteration 50Q: 3 clusters Score -5770024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -5770035.500000 Penalty: 5507.976562
	Iteration 51Q: 3 clusters Score -5770036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -5770027.500000 Penalty: 5507.976562
	Iteration 52Q: 3 clusters Score -5770028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -5770037.500000 Penalty: 5507.976562
	Iteration 53Q: 3 clusters Score -5770038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -5770033.500000 Penalty: 5507.976562
	Iteration 54Q: 3 clusters Score -5770034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -5770043.000000 Penalty: 5507.976562
	Iteration 55Q: 3 clusters Score -5770043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -5770036.000000 Penalty: 5507.976562
	Iteration 56Q: 3 clusters Score -5770036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -5770054.000000 Penalty: 5507.976562
	Iteration 57Q: 3 clusters Score -5770054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -5770058.000000 Penalty: 5507.976562
	Iteration 58Q: 3 clusters Score -5770058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -5770053.500000 Penalty: 5507.976562
	Iteration 59Q: 3 clusters Score -5770054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -5770053.500000 Penalty: 5507.976562
	Iteration 60F: 3 clusters Score -5770054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -5770058.500000 Penalty: 5507.976562
	Iteration 61Q: 3 clusters Score -5770058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -5770063.500000 Penalty: 5507.976562
	Iteration 62Q: 3 clusters Score -5770064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -5770064.000000 Penalty: 5507.976562
	Iteration 63Q: 3 clusters Score -5770064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -5770059.500000 Penalty: 5507.976562
	Iteration 64Q: 3 clusters Score -5770060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -5770066.000000 Penalty: 5507.976562
	Iteration 65Q: 3 clusters Score -5770066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -5770071.000000 Penalty: 5507.976562
	Iteration 66Q: 3 clusters Score -5770071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -5770069.500000 Penalty: 5507.976562
	Iteration 67Q: 3 clusters Score -5770070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -5770069.500000 Penalty: 5507.976562
	Iteration 68Q: 3 clusters Score -5770070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -5770075.500000 Penalty: 5507.976562
	Iteration 69Q: 3 clusters Score -5770076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -5770069.500000 Penalty: 5507.976562
	Iteration 70Q: 3 clusters Score -5770070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -5770067.500000 Penalty: 5507.976562
	Iteration 71Q: 3 clusters Score -5770068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -5770066.000000 Penalty: 5507.976562
	Iteration 72Q: 3 clusters Score -5770066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -5770072.000000 Penalty: 5507.976562
	Iteration 73Q: 3 clusters Score -5770072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -5770066.500000 Penalty: 5507.976562
	Iteration 74Q: 3 clusters Score -5770066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -5770062.000000 Penalty: 5507.976562
	Iteration 75Q: 3 clusters Score -5770062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -5770063.000000 Penalty: 5507.976562
	Iteration 76Q: 3 clusters Score -5770063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -5770061.500000 Penalty: 5507.976562
	Iteration 77Q: 3 clusters Score -5770062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -5770069.000000 Penalty: 5507.976562
	Iteration 78Q: 3 clusters Score -5770069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -5770071.500000 Penalty: 5507.976562
	Iteration 79Q: 3 clusters Score -5770072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -5770073.000000 Penalty: 5507.976562
	Iteration 80F: 3 clusters Score -5770073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -5770073.000000 Penalty: 5507.976562
	Iteration 81Q: 3 clusters Score -5770073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -5770068.500000 Penalty: 5507.976562
	Iteration 82Q: 3 clusters Score -5770068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -5770068.500000 Penalty: 5507.976562
	Iteration 83F: 3 clusters Score -5770068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (278537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278537 members 
Entering Unmasked Estep 
Score: -24456956.000000 Penalty: 3109.251953
	Iteration 0F: 2 clusters Score -2.445696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -24268992.000000 Penalty: 6218.503906
	Iteration 0F: 3 clusters Score -2.426899e+07 nChanged 134809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -24349892.000000 Penalty: 6218.503906
	Iteration 1F: 3 clusters Score -2.434989e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 146540 members 
Entering Unmasked Estep 
Score: -24351712.000000 Penalty: 6218.503906
	Iteration 2Q: 3 clusters Score -2.435171e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128206 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -24353864.000000 Penalty: 6218.503906
	Iteration 3Q: 3 clusters Score -2.435386e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -24357184.000000 Penalty: 6218.503906
	Iteration 4Q: 3 clusters Score -2.435718e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 164572 members 
Entering Unmasked Estep 
Score: -24362564.000000 Penalty: 6218.503906
	Iteration 5Q: 3 clusters Score -2.436256e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -24370716.000000 Penalty: 6218.503906
	Iteration 6F: 3 clusters Score -2.437072e+07 nChanged 17349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 190730 members 
Entering Unmasked Estep 
Score: -24382572.000000 Penalty: 6218.503906
	Iteration 7F: 3 clusters Score -2.438257e+07 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 207031 members 
Entering Unmasked Estep 
Score: -24397586.000000 Penalty: 6218.503906
	Iteration 8F: 3 clusters Score -2.439759e+07 nChanged 17023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 222310 members 
Entering Unmasked Estep 
Score: -24412334.000000 Penalty: 6218.503906
	Iteration 9F: 3 clusters Score -2.441233e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 234420 members 
Entering Unmasked Estep 
Score: -24423836.000000 Penalty: 6218.503906
	Iteration 10Q: 3 clusters Score -2.442384e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 243237 members 
Entering Unmasked Estep 
Score: -24430944.000000 Penalty: 6218.503906
	Iteration 11Q: 3 clusters Score -2.443094e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 250042 members 
Entering Unmasked Estep 
Score: -24435852.000000 Penalty: 6218.503906
	Iteration 12Q: 3 clusters Score -2.443585e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 255727 members 
Entering Unmasked Estep 
Score: -24440028.000000 Penalty: 6218.503906
	Iteration 13Q: 3 clusters Score -2.444003e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 260599 members 
Entering Unmasked Estep 
Score: -24443026.000000 Penalty: 6218.503906
	Iteration 14Q: 3 clusters Score -2.444303e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 264681 members 
Entering Unmasked Estep 
Score: -24445550.000000 Penalty: 6218.503906
	Iteration 15Q: 3 clusters Score -2.444555e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 268072 members 
Entering Unmasked Estep 
Score: -24447934.000000 Penalty: 6218.503906
	Iteration 16Q: 3 clusters Score -2.444793e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 270839 members 
Entering Unmasked Estep 
Score: -24449846.000000 Penalty: 6218.503906
	Iteration 17Q: 3 clusters Score -2.444985e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 272951 members 
Entering Unmasked Estep 
Score: -24451156.000000 Penalty: 6218.503906
	Iteration 18Q: 3 clusters Score -2.445116e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 274536 members 
Entering Unmasked Estep 
Score: -24452190.000000 Penalty: 6218.503906
	Iteration 19Q: 3 clusters Score -2.445219e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 275652 members 
Entering Unmasked Estep 
Score: -24452942.000000 Penalty: 6218.503906
	Iteration 20F: 3 clusters Score -2.445294e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 276417 members 
Entering Unmasked Estep 
Score: -24453432.000000 Penalty: 6218.503906
	Iteration 21Q: 3 clusters Score -2.445343e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 276898 members 
Entering Unmasked Estep 
Score: -24453848.000000 Penalty: 6218.503906
	Iteration 22Q: 3 clusters Score -2.445385e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 277176 members 
Entering Unmasked Estep 
Score: -24454060.000000 Penalty: 6218.503906
	Iteration 23Q: 3 clusters Score -2.445406e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 277328 members 
Entering Unmasked Estep 
Score: -24454228.000000 Penalty: 6218.503906
	Iteration 24Q: 3 clusters Score -2.445423e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 277427 members 
Entering Unmasked Estep 
Score: -24454332.000000 Penalty: 6218.503906
	Iteration 25Q: 3 clusters Score -2.445433e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 277508 members 
Entering Unmasked Estep 
Score: -24454432.000000 Penalty: 6218.503906
	Iteration 26Q: 3 clusters Score -2.445443e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 277567 members 
Entering Unmasked Estep 
Score: -24454466.000000 Penalty: 6218.503906
	Iteration 27Q: 3 clusters Score -2.445447e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 277605 members 
Entering Unmasked Estep 
Score: -24454578.000000 Penalty: 6218.503906
	Iteration 28Q: 3 clusters Score -2.445458e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 277630 members 
Entering Unmasked Estep 
Score: -24454610.000000 Penalty: 6218.503906
	Iteration 29Q: 3 clusters Score -2.445461e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 277666 members 
Entering Unmasked Estep 
Score: -24454658.000000 Penalty: 6218.503906
	Iteration 30Q: 3 clusters Score -2.445466e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 277679 members 
Entering Unmasked Estep 
Score: -24454670.000000 Penalty: 6218.503906
	Iteration 31Q: 3 clusters Score -2.445467e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 277683 members 
Entering Unmasked Estep 
Score: -24454680.000000 Penalty: 6218.503906
	Iteration 32Q: 3 clusters Score -2.445468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 277686 members 
Entering Unmasked Estep 
Score: -24454714.000000 Penalty: 6218.503906
	Iteration 33Q: 3 clusters Score -2.445471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 277685 members 
Entering Unmasked Estep 
Score: -24454718.000000 Penalty: 6218.503906
	Iteration 34Q: 3 clusters Score -2.445472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 277688 members 
Entering Unmasked Estep 
Score: -24454726.000000 Penalty: 6218.503906
	Iteration 35Q: 3 clusters Score -2.445473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 277689 members 
Entering Unmasked Estep 
Score: -24454734.000000 Penalty: 6218.503906
	Iteration 36Q: 3 clusters Score -2.445473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 277693 members 
Entering Unmasked Estep 
Score: -24454742.000000 Penalty: 6218.503906
	Iteration 37Q: 3 clusters Score -2.445474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 277695 members 
Entering Unmasked Estep 
Score: -24454748.000000 Penalty: 6218.503906
	Iteration 38Q: 3 clusters Score -2.445475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 277696 members 
Entering Unmasked Estep 
Score: -24454756.000000 Penalty: 6218.503906
	Iteration 39Q: 3 clusters Score -2.445476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 277697 members 
Entering Unmasked Estep 
Score: -24454732.000000 Penalty: 6218.503906
	Iteration 40F: 3 clusters Score -2.445473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 277696 members 
Entering Unmasked Estep 
Score: -24454742.000000 Penalty: 6218.503906
	Iteration 41Q: 3 clusters Score -2.445474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 277696 members 
Entering Unmasked Estep 
Score: -24454744.000000 Penalty: 6218.503906
	Iteration 42Q: 3 clusters Score -2.445474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 277698 members 
Entering Unmasked Estep 
Score: -24454740.000000 Penalty: 6218.503906
	Iteration 43Q: 3 clusters Score -2.445474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 277697 members 
Entering Unmasked Estep 
Score: -24454752.000000 Penalty: 6218.503906
	Iteration 44Q: 3 clusters Score -2.445475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 277697 members 
Entering Unmasked Estep 
Score: -24454766.000000 Penalty: 6218.503906
	Iteration 45Q: 3 clusters Score -2.445477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 277692 members 
Entering Unmasked Estep 
Score: -24454748.000000 Penalty: 6218.503906
	Iteration 46Q: 3 clusters Score -2.445475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 277691 members 
Entering Unmasked Estep 
Score: -24454772.000000 Penalty: 6218.503906
	Iteration 47Q: 3 clusters Score -2.445477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 277693 members 
Entering Unmasked Estep 
Score: -24454770.000000 Penalty: 6218.503906
	Iteration 48Q: 3 clusters Score -2.445477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 277690 members 
Entering Unmasked Estep 
Score: -24454764.000000 Penalty: 6218.503906
	Iteration 49Q: 3 clusters Score -2.445476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 277688 members 
Entering Unmasked Estep 
Score: -24454764.000000 Penalty: 6218.503906
	Iteration 50Q: 3 clusters Score -2.445476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 277688 members 
Entering Unmasked Estep 
Score: -24454760.000000 Penalty: 6218.503906
	Iteration 51Q: 3 clusters Score -2.445476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 277686 members 
Entering Unmasked Estep 
Score: -24454766.000000 Penalty: 6218.503906
	Iteration 52Q: 3 clusters Score -2.445477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 277677 members 
Entering Unmasked Estep 
Score: -24454782.000000 Penalty: 6218.503906
	Iteration 53Q: 3 clusters Score -2.445478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 277672 members 
Entering Unmasked Estep 
Score: -24454794.000000 Penalty: 6218.503906
	Iteration 54Q: 3 clusters Score -2.445479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 277670 members 
Entering Unmasked Estep 
Score: -24454800.000000 Penalty: 6218.503906
	Iteration 55Q: 3 clusters Score -2.44548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 277669 members 
Entering Unmasked Estep 
Score: -24454796.000000 Penalty: 6218.503906
	Iteration 56Q: 3 clusters Score -2.44548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 277668 members 
Entering Unmasked Estep 
Score: -24454792.000000 Penalty: 6218.503906
	Iteration 57Q: 3 clusters Score -2.445479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 277665 members 
Entering Unmasked Estep 
Score: -24454806.000000 Penalty: 6218.503906
	Iteration 58Q: 3 clusters Score -2.445481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 277661 members 
Entering Unmasked Estep 
Score: -24454810.000000 Penalty: 6218.503906
	Iteration 59Q: 3 clusters Score -2.445481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 277659 members 
Entering Unmasked Estep 
Score: -24454788.000000 Penalty: 6218.503906
	Iteration 60F: 3 clusters Score -2.445479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 277659 members 
Entering Unmasked Estep 
Score: -24454794.000000 Penalty: 6218.503906
	Iteration 61Q: 3 clusters Score -2.445479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 277655 members 
Entering Unmasked Estep 
Score: -24454788.000000 Penalty: 6218.503906
	Iteration 62Q: 3 clusters Score -2.445479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 277649 members 
Entering Unmasked Estep 
Score: -24454796.000000 Penalty: 6218.503906
	Iteration 63Q: 3 clusters Score -2.44548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 277646 members 
Entering Unmasked Estep 
Score: -24454806.000000 Penalty: 6218.503906
	Iteration 64Q: 3 clusters Score -2.445481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 277647 members 
Entering Unmasked Estep 
Score: -24454806.000000 Penalty: 6218.503906
	Iteration 65Q: 3 clusters Score -2.445481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 277648 members 
Entering Unmasked Estep 
Score: -24454798.000000 Penalty: 6218.503906
	Iteration 66Q: 3 clusters Score -2.44548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 277647 members 
Entering Unmasked Estep 
Score: -24454808.000000 Penalty: 6218.503906
	Iteration 67Q: 3 clusters Score -2.445481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 277647 members 
Entering Unmasked Estep 
Score: -24454814.000000 Penalty: 6218.503906
	Iteration 68Q: 3 clusters Score -2.445481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 277647 members 
Entering Unmasked Estep 
Score: -24454814.000000 Penalty: 6218.503906
	Iteration 69F: 3 clusters Score -2.445481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Entering Unmasked Estep 
Score: -3615723.250000 Penalty: 2624.198242
	Iteration 0F: 2 clusters Score -3615723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3588851.500000 Penalty: 5248.396484
	Iteration 0F: 3 clusters Score -3588852 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3598713.500000 Penalty: 5248.396484
	Iteration 1F: 3 clusters Score -3598714 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3599137.250000 Penalty: 5248.396484
	Iteration 2Q: 3 clusters Score -3599137 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3599530.000000 Penalty: 5248.396484
	Iteration 3Q: 3 clusters Score -3599530 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3599917.500000 Penalty: 5248.396484
	Iteration 4Q: 3 clusters Score -3599918 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3600344.250000 Penalty: 5248.396484
	Iteration 5Q: 3 clusters Score -3600344 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3600756.250000 Penalty: 5248.396484
	Iteration 6Q: 3 clusters Score -3600756 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3601241.500000 Penalty: 5248.396484
	Iteration 7Q: 3 clusters Score -3601242 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3601925.500000 Penalty: 5248.396484
	Iteration 8Q: 3 clusters Score -3601926 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3602803.250000 Penalty: 5248.396484
	Iteration 9Q: 3 clusters Score -3602803 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3604028.500000 Penalty: 5248.396484
	Iteration 10Q: 3 clusters Score -3604028 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3605523.750000 Penalty: 5248.396484
	Iteration 11F: 3 clusters Score -3605524 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3607041.000000 Penalty: 5248.396484
	Iteration 12F: 3 clusters Score -3607041 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3608185.750000 Penalty: 5248.396484
	Iteration 13Q: 3 clusters Score -3608186 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3609068.000000 Penalty: 5248.396484
	Iteration 14Q: 3 clusters Score -3609068 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3610032.750000 Penalty: 5248.396484
	Iteration 15Q: 3 clusters Score -3610033 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3611359.750000 Penalty: 5248.396484
	Iteration 16Q: 3 clusters Score -3611360 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3613369.250000 Penalty: 5248.396484
	Iteration 17Q: 3 clusters Score -3613369 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3615406.000000 Penalty: 5248.396484
	Iteration 18Q: 3 clusters Score -3615406 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3616546.250000 Penalty: 5248.396484
	Iteration 19Q: 3 clusters Score -3616546 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3616912.000000 Penalty: 5248.396484
	Iteration 20F: 3 clusters Score -3616912 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3617017.250000 Penalty: 5248.396484
	Iteration 21Q: 3 clusters Score -3617017 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3617060.000000 Penalty: 5248.396484
	Iteration 22Q: 3 clusters Score -3617060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3617086.250000 Penalty: 5248.396484
	Iteration 23Q: 3 clusters Score -3617086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3617102.750000 Penalty: 5248.396484
	Iteration 24Q: 3 clusters Score -3617103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3617114.250000 Penalty: 5248.396484
	Iteration 25Q: 3 clusters Score -3617114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3617122.250000 Penalty: 5248.396484
	Iteration 26Q: 3 clusters Score -3617122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3617127.000000 Penalty: 5248.396484
	Iteration 27Q: 3 clusters Score -3617127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3617132.250000 Penalty: 5248.396484
	Iteration 28Q: 3 clusters Score -3617132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3617131.250000 Penalty: 5248.396484
	Iteration 29Q: 3 clusters Score -3617131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3617126.750000 Penalty: 5248.396484
	Iteration 30Q: 3 clusters Score -3617127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3617129.750000 Penalty: 5248.396484
	Iteration 31Q: 3 clusters Score -3617130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3617132.500000 Penalty: 5248.396484
	Iteration 32Q: 3 clusters Score -3617132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3617131.250000 Penalty: 5248.396484
	Iteration 33Q: 3 clusters Score -3617131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3617126.750000 Penalty: 5248.396484
	Iteration 34Q: 3 clusters Score -3617127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3617125.750000 Penalty: 5248.396484
	Iteration 35Q: 3 clusters Score -3617126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3617123.250000 Penalty: 5248.396484
	Iteration 36Q: 3 clusters Score -3617123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3617126.250000 Penalty: 5248.396484
	Iteration 37Q: 3 clusters Score -3617126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3617123.000000 Penalty: 5248.396484
	Iteration 38Q: 3 clusters Score -3617123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3617127.750000 Penalty: 5248.396484
	Iteration 39Q: 3 clusters Score -3617128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3617127.750000 Penalty: 5248.396484
	Iteration 40F: 3 clusters Score -3617128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 24244 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 41184 members 
Mstep: Class 10 contains 20485 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Entering Unmasked Estep 
Score: -146333376.000000 Penalty: 74731.390625
Splitting cluster 4 changes total score from -146330560.000000 to -146333376.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (45236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Entering Unmasked Estep 
Score: -4132240.750000 Penalty: 2658.472900
	Iteration 0F: 2 clusters Score -4132241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4101586.000000 Penalty: 5316.945801
	Iteration 0F: 3 clusters Score -4101586 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4112900.000000 Penalty: 5316.945801
	Iteration 1F: 3 clusters Score -4112900 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4113391.250000 Penalty: 5316.945801
	Iteration 2Q: 3 clusters Score -4113391 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4113975.750000 Penalty: 5316.945801
	Iteration 3Q: 3 clusters Score -4113976 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4114704.000000 Penalty: 5316.945801
	Iteration 4Q: 3 clusters Score -4114704 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4115849.000000 Penalty: 5316.945801
	Iteration 5F: 3 clusters Score -4115849 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4117740.500000 Penalty: 5316.945801
	Iteration 6F: 3 clusters Score -4117740 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4120735.500000 Penalty: 5316.945801
	Iteration 7F: 3 clusters Score -4120736 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4124330.500000 Penalty: 5316.945801
	Iteration 8F: 3 clusters Score -4124330 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4127336.000000 Penalty: 5316.945801
	Iteration 9F: 3 clusters Score -4127336 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4128898.500000 Penalty: 5316.945801
	Iteration 10Q: 3 clusters Score -4128898 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4129515.250000 Penalty: 5316.945801
	Iteration 11Q: 3 clusters Score -4129515 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4129729.750000 Penalty: 5316.945801
	Iteration 12Q: 3 clusters Score -4129730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4129803.750000 Penalty: 5316.945801
	Iteration 13Q: 3 clusters Score -4129804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4129853.000000 Penalty: 5316.945801
	Iteration 14Q: 3 clusters Score -4129853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4129887.750000 Penalty: 5316.945801
	Iteration 15Q: 3 clusters Score -4129888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4129912.500000 Penalty: 5316.945801
	Iteration 16Q: 3 clusters Score -4129912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4129928.500000 Penalty: 5316.945801
	Iteration 17Q: 3 clusters Score -4129928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4129932.750000 Penalty: 5316.945801
	Iteration 18Q: 3 clusters Score -4129933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4129938.500000 Penalty: 5316.945801
	Iteration 19Q: 3 clusters Score -4129938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4129949.750000 Penalty: 5316.945801
	Iteration 20F: 3 clusters Score -4129950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4129967.000000 Penalty: 5316.945801
	Iteration 21Q: 3 clusters Score -4129967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4129968.000000 Penalty: 5316.945801
	Iteration 22Q: 3 clusters Score -4129968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4129975.500000 Penalty: 5316.945801
	Iteration 23Q: 3 clusters Score -4129976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4129984.500000 Penalty: 5316.945801
	Iteration 24Q: 3 clusters Score -4129984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4129988.750000 Penalty: 5316.945801
	Iteration 25Q: 3 clusters Score -4129989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4129989.250000 Penalty: 5316.945801
	Iteration 26Q: 3 clusters Score -4129989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4129994.750000 Penalty: 5316.945801
	Iteration 27Q: 3 clusters Score -4129995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4129993.250000 Penalty: 5316.945801
	Iteration 28Q: 3 clusters Score -4129993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4129992.750000 Penalty: 5316.945801
	Iteration 29Q: 3 clusters Score -4129993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4129995.250000 Penalty: 5316.945801
	Iteration 30Q: 3 clusters Score -4129995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4129996.750000 Penalty: 5316.945801
	Iteration 31Q: 3 clusters Score -4129997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4129999.000000 Penalty: 5316.945801
	Iteration 32Q: 3 clusters Score -4129999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4129998.500000 Penalty: 5316.945801
	Iteration 33Q: 3 clusters Score -4129998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4129998.500000 Penalty: 5316.945801
	Iteration 34F: 3 clusters Score -4129998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Entering Unmasked Estep 
Score: -2034396.125000 Penalty: 2503.789307
	Iteration 0F: 2 clusters Score -2034396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2017625.500000 Penalty: 5007.578613
	Iteration 0F: 3 clusters Score -2017626 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2024629.875000 Penalty: 5007.578613
	Iteration 1F: 3 clusters Score -2024630 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2027956.500000 Penalty: 5007.578613
	Iteration 2F: 3 clusters Score -2027956 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2031191.750000 Penalty: 5007.578613
	Iteration 3F: 3 clusters Score -2031192 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2033933.375000 Penalty: 5007.578613
	Iteration 4F: 3 clusters Score -2033933 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2036248.375000 Penalty: 5007.578613
	Iteration 5F: 3 clusters Score -2036248 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2037837.250000 Penalty: 5007.578613
	Iteration 6F: 3 clusters Score -2037837 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2038877.250000 Penalty: 5007.578613
	Iteration 7Q: 3 clusters Score -2038877 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2039427.375000 Penalty: 5007.578613
	Iteration 8Q: 3 clusters Score -2039427 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2039620.125000 Penalty: 5007.578613
	Iteration 9Q: 3 clusters Score -2039620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2039681.500000 Penalty: 5007.578613
	Iteration 10Q: 3 clusters Score -2039682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2039691.875000 Penalty: 5007.578613
	Iteration 11Q: 3 clusters Score -2039692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2039700.000000 Penalty: 5007.578613
	Iteration 12Q: 3 clusters Score -2039700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2039709.250000 Penalty: 5007.578613
	Iteration 13Q: 3 clusters Score -2039709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2039714.375000 Penalty: 5007.578613
	Iteration 14Q: 3 clusters Score -2039714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2039715.750000 Penalty: 5007.578613
	Iteration 15Q: 3 clusters Score -2039716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2039714.750000 Penalty: 5007.578613
	Iteration 16Q: 3 clusters Score -2039715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2039715.750000 Penalty: 5007.578613
	Iteration 17Q: 3 clusters Score -2039716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2039719.750000 Penalty: 5007.578613
	Iteration 18Q: 3 clusters Score -2039720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2039718.000000 Penalty: 5007.578613
	Iteration 19Q: 3 clusters Score -2039718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2039718.875000 Penalty: 5007.578613
	Iteration 20F: 3 clusters Score -2039719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2039719.625000 Penalty: 5007.578613
	Iteration 21Q: 3 clusters Score -2039720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2039718.250000 Penalty: 5007.578613
	Iteration 22Q: 3 clusters Score -2039718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2039723.750000 Penalty: 5007.578613
	Iteration 23Q: 3 clusters Score -2039724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2039723.625000 Penalty: 5007.578613
	Iteration 24Q: 3 clusters Score -2039724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2039721.500000 Penalty: 5007.578613
	Iteration 25Q: 3 clusters Score -2039722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2039722.500000 Penalty: 5007.578613
	Iteration 26Q: 3 clusters Score -2039722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2039722.500000 Penalty: 5007.578613
	Iteration 27F: 3 clusters Score -2039722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 41184 members 
Mstep: Class 10 contains 20485 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Entering Unmasked Estep 
Score: -146336768.000000 Penalty: 78290.031250
Splitting cluster 6 changes total score from -146330560.000000 to -146336768.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (517579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517579 members 
Entering Unmasked Estep 
Score: -45343004.000000 Penalty: 3262.915527
	Iteration 0F: 2 clusters Score -4.5343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258499 members 
Mstep: Class 2 contains 259080 members 
Entering Unmasked Estep 
Score: -45012764.000000 Penalty: 6525.831055
	Iteration 0F: 3 clusters Score -4.501276e+07 nChanged 252381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253022 members 
Mstep: Class 2 contains 264557 members 
Entering Unmasked Estep 
Score: -45162968.000000 Penalty: 6525.831055
	Iteration 1F: 3 clusters Score -4.516297e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250100 members 
Mstep: Class 2 contains 267479 members 
Entering Unmasked Estep 
Score: -45164784.000000 Penalty: 6525.831055
	Iteration 2Q: 3 clusters Score -4.516478e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245406 members 
Mstep: Class 2 contains 272173 members 
Entering Unmasked Estep 
Score: -45167128.000000 Penalty: 6525.831055
	Iteration 3Q: 3 clusters Score -4.516713e+07 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237821 members 
Mstep: Class 2 contains 279758 members 
Entering Unmasked Estep 
Score: -45170368.000000 Penalty: 6525.831055
	Iteration 4Q: 3 clusters Score -4.517037e+07 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225794 members 
Mstep: Class 2 contains 291785 members 
Entering Unmasked Estep 
Score: -45176696.000000 Penalty: 6525.831055
	Iteration 5Q: 3 clusters Score -4.51767e+07 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207583 members 
Mstep: Class 2 contains 309996 members 
Entering Unmasked Estep 
Score: -45186840.000000 Penalty: 6525.831055
	Iteration 6Q: 3 clusters Score -4.518684e+07 nChanged 27810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181723 members 
Mstep: Class 2 contains 335856 members 
Entering Unmasked Estep 
Score: -45203672.000000 Penalty: 6525.831055
	Iteration 7F: 3 clusters Score -4.520367e+07 nChanged 35001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 369699 members 
Entering Unmasked Estep 
Score: -45229424.000000 Penalty: 6525.831055
	Iteration 8F: 3 clusters Score -4.522942e+07 nChanged 38548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110090 members 
Mstep: Class 2 contains 407489 members 
Entering Unmasked Estep 
Score: -45260124.000000 Penalty: 6525.831055
	Iteration 9F: 3 clusters Score -4.526012e+07 nChanged 35233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 441956 members 
Entering Unmasked Estep 
Score: -45287868.000000 Penalty: 6525.831055
	Iteration 10F: 3 clusters Score -4.528787e+07 nChanged 27283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 468559 members 
Entering Unmasked Estep 
Score: -45307900.000000 Penalty: 6525.831055
	Iteration 11F: 3 clusters Score -4.53079e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 487386 members 
Entering Unmasked Estep 
Score: -45321272.000000 Penalty: 6525.831055
	Iteration 12Q: 3 clusters Score -4.532127e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 500217 members 
Entering Unmasked Estep 
Score: -45329516.000000 Penalty: 6525.831055
	Iteration 13Q: 3 clusters Score -4.532952e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 508078 members 
Entering Unmasked Estep 
Score: -45334532.000000 Penalty: 6525.831055
	Iteration 14Q: 3 clusters Score -4.533453e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 512490 members 
Entering Unmasked Estep 
Score: -45337352.000000 Penalty: 6525.831055
	Iteration 15Q: 3 clusters Score -4.533735e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 514718 members 
Entering Unmasked Estep 
Score: -45338816.000000 Penalty: 6525.831055
	Iteration 16Q: 3 clusters Score -4.533882e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 515775 members 
Entering Unmasked Estep 
Score: -45339428.000000 Penalty: 6525.831055
	Iteration 17Q: 3 clusters Score -4.533943e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 516255 members 
Entering Unmasked Estep 
Score: -45339752.000000 Penalty: 6525.831055
	Iteration 18Q: 3 clusters Score -4.533975e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 516528 members 
Entering Unmasked Estep 
Score: -45340012.000000 Penalty: 6525.831055
	Iteration 19Q: 3 clusters Score -4.534001e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 516687 members 
Entering Unmasked Estep 
Score: -45340116.000000 Penalty: 6525.831055
	Iteration 20F: 3 clusters Score -4.534012e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 516777 members 
Entering Unmasked Estep 
Score: -45340200.000000 Penalty: 6525.831055
	Iteration 21Q: 3 clusters Score -4.53402e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 516846 members 
Entering Unmasked Estep 
Score: -45340284.000000 Penalty: 6525.831055
	Iteration 22Q: 3 clusters Score -4.534028e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 516880 members 
Entering Unmasked Estep 
Score: -45340304.000000 Penalty: 6525.831055
	Iteration 23Q: 3 clusters Score -4.53403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 516909 members 
Entering Unmasked Estep 
Score: -45340348.000000 Penalty: 6525.831055
	Iteration 24Q: 3 clusters Score -4.534035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 516943 members 
Entering Unmasked Estep 
Score: -45340364.000000 Penalty: 6525.831055
	Iteration 25Q: 3 clusters Score -4.534036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 516948 members 
Entering Unmasked Estep 
Score: -45340400.000000 Penalty: 6525.831055
	Iteration 26Q: 3 clusters Score -4.53404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 516966 members 
Entering Unmasked Estep 
Score: -45340388.000000 Penalty: 6525.831055
	Iteration 27Q: 3 clusters Score -4.534039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 516983 members 
Entering Unmasked Estep 
Score: -45340412.000000 Penalty: 6525.831055
	Iteration 28Q: 3 clusters Score -4.534041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 516989 members 
Entering Unmasked Estep 
Score: -45340416.000000 Penalty: 6525.831055
	Iteration 29Q: 3 clusters Score -4.534042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 517002 members 
Entering Unmasked Estep 
Score: -45340396.000000 Penalty: 6525.831055
	Iteration 30Q: 3 clusters Score -4.53404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 517007 members 
Entering Unmasked Estep 
Score: -45340412.000000 Penalty: 6525.831055
	Iteration 31Q: 3 clusters Score -4.534041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 517015 members 
Entering Unmasked Estep 
Score: -45340436.000000 Penalty: 6525.831055
	Iteration 32Q: 3 clusters Score -4.534044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 517017 members 
Entering Unmasked Estep 
Score: -45340440.000000 Penalty: 6525.831055
	Iteration 33Q: 3 clusters Score -4.534044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 517018 members 
Entering Unmasked Estep 
Score: -45340432.000000 Penalty: 6525.831055
	Iteration 34Q: 3 clusters Score -4.534043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 517018 members 
Entering Unmasked Estep 
Score: -45340448.000000 Penalty: 6525.831055
	Iteration 35Q: 3 clusters Score -4.534045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 517019 members 
Entering Unmasked Estep 
Score: -45340456.000000 Penalty: 6525.831055
	Iteration 36Q: 3 clusters Score -4.534046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 517020 members 
Entering Unmasked Estep 
Score: -45340460.000000 Penalty: 6525.831055
	Iteration 37Q: 3 clusters Score -4.534046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 517020 members 
Entering Unmasked Estep 
Score: -45340436.000000 Penalty: 6525.831055
	Iteration 38Q: 3 clusters Score -4.534044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 517019 members 
Entering Unmasked Estep 
Score: -45340460.000000 Penalty: 6525.831055
	Iteration 39Q: 3 clusters Score -4.534046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 517020 members 
Entering Unmasked Estep 
Score: -45340448.000000 Penalty: 6525.831055
	Iteration 40F: 3 clusters Score -4.534045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Entering Unmasked Estep 
Score: -3677501.250000 Penalty: 2635.199707
	Iteration 0F: 2 clusters Score -3677501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3649555.000000 Penalty: 5270.399414
	Iteration 0F: 3 clusters Score -3649555 nChanged 18920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3660390.750000 Penalty: 5270.399414
	Iteration 1F: 3 clusters Score -3660391 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3661111.750000 Penalty: 5270.399414
	Iteration 2Q: 3 clusters Score -3661112 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3661799.250000 Penalty: 5270.399414
	Iteration 3Q: 3 clusters Score -3661799 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3662618.750000 Penalty: 5270.399414
	Iteration 4Q: 3 clusters Score -3662619 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3663750.000000 Penalty: 5270.399414
	Iteration 5Q: 3 clusters Score -3663750 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3665179.000000 Penalty: 5270.399414
	Iteration 6F: 3 clusters Score -3665179 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3667007.750000 Penalty: 5270.399414
	Iteration 7F: 3 clusters Score -3667008 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3669101.250000 Penalty: 5270.399414
	Iteration 8F: 3 clusters Score -3669101 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3671314.500000 Penalty: 5270.399414
	Iteration 9F: 3 clusters Score -3671314 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3673567.500000 Penalty: 5270.399414
	Iteration 10F: 3 clusters Score -3673568 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3675735.000000 Penalty: 5270.399414
	Iteration 11Q: 3 clusters Score -3675735 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3677535.250000 Penalty: 5270.399414
	Iteration 12Q: 3 clusters Score -3677535 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3678630.250000 Penalty: 5270.399414
	Iteration 13Q: 3 clusters Score -3678630 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3679063.500000 Penalty: 5270.399414
	Iteration 14Q: 3 clusters Score -3679064 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3679232.000000 Penalty: 5270.399414
	Iteration 15Q: 3 clusters Score -3679232 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3679283.500000 Penalty: 5270.399414
	Iteration 16Q: 3 clusters Score -3679284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3679317.500000 Penalty: 5270.399414
	Iteration 17Q: 3 clusters Score -3679318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3679327.250000 Penalty: 5270.399414
	Iteration 18Q: 3 clusters Score -3679327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3679320.000000 Penalty: 5270.399414
	Iteration 19Q: 3 clusters Score -3679320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3679330.000000 Penalty: 5270.399414
	Iteration 20F: 3 clusters Score -3679330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3679342.500000 Penalty: 5270.399414
	Iteration 21Q: 3 clusters Score -3679342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3679332.250000 Penalty: 5270.399414
	Iteration 22Q: 3 clusters Score -3679332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3679339.000000 Penalty: 5270.399414
	Iteration 23Q: 3 clusters Score -3679339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3679338.500000 Penalty: 5270.399414
	Iteration 24Q: 3 clusters Score -3679338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3679333.000000 Penalty: 5270.399414
	Iteration 25Q: 3 clusters Score -3679333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3679329.500000 Penalty: 5270.399414
	Iteration 26Q: 3 clusters Score -3679330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3679336.750000 Penalty: 5270.399414
	Iteration 27Q: 3 clusters Score -3679337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3679336.250000 Penalty: 5270.399414
	Iteration 28Q: 3 clusters Score -3679336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3679330.500000 Penalty: 5270.399414
	Iteration 29Q: 3 clusters Score -3679330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3679330.500000 Penalty: 5270.399414
	Iteration 30Q: 3 clusters Score -3679330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3679336.000000 Penalty: 5270.399414
	Iteration 31Q: 3 clusters Score -3679336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3679339.500000 Penalty: 5270.399414
	Iteration 32Q: 3 clusters Score -3679340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3679344.500000 Penalty: 5270.399414
	Iteration 33Q: 3 clusters Score -3679344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3679345.000000 Penalty: 5270.399414
	Iteration 34Q: 3 clusters Score -3679345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3679345.750000 Penalty: 5270.399414
	Iteration 35Q: 3 clusters Score -3679346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3679347.500000 Penalty: 5270.399414
	Iteration 36Q: 3 clusters Score -3679348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3679346.750000 Penalty: 5270.399414
	Iteration 37Q: 3 clusters Score -3679347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3679347.250000 Penalty: 5270.399414
	Iteration 38Q: 3 clusters Score -3679347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3679350.250000 Penalty: 5270.399414
	Iteration 39Q: 3 clusters Score -3679350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3679354.750000 Penalty: 5270.399414
	Iteration 40F: 3 clusters Score -3679355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3679355.000000 Penalty: 5270.399414
	Iteration 41Q: 3 clusters Score -3679355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3679356.250000 Penalty: 5270.399414
	Iteration 42Q: 3 clusters Score -3679356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3679357.250000 Penalty: 5270.399414
	Iteration 43Q: 3 clusters Score -3679357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3679357.250000 Penalty: 5270.399414
	Iteration 44F: 3 clusters Score -3679357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20485 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Entering Unmasked Estep 
Score: -146338160.000000 Penalty: 81848.664062
Splitting cluster 9 changes total score from -146330560.000000 to -146338160.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (20485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Entering Unmasked Estep 
Score: -1845645.000000 Penalty: 2462.007080
	Iteration 0F: 2 clusters Score -1845645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1831457.750000 Penalty: 4924.014160
	Iteration 0F: 3 clusters Score -1831458 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1837046.875000 Penalty: 4924.014160
	Iteration 1F: 3 clusters Score -1837047 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1838025.125000 Penalty: 4924.014160
	Iteration 2F: 3 clusters Score -1838025 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1839081.625000 Penalty: 4924.014160
	Iteration 3F: 3 clusters Score -1839082 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1840258.375000 Penalty: 4924.014160
	Iteration 4F: 3 clusters Score -1840258 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1841691.625000 Penalty: 4924.014160
	Iteration 5F: 3 clusters Score -1841692 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1843531.125000 Penalty: 4924.014160
	Iteration 6F: 3 clusters Score -1843531 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1845549.000000 Penalty: 4924.014160
	Iteration 7F: 3 clusters Score -1845549 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1847267.875000 Penalty: 4924.014160
	Iteration 8F: 3 clusters Score -1847268 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1848329.750000 Penalty: 4924.014160
	Iteration 9Q: 3 clusters Score -1848330 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1848857.125000 Penalty: 4924.014160
	Iteration 10Q: 3 clusters Score -1848857 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1849046.500000 Penalty: 4924.014160
	Iteration 11Q: 3 clusters Score -1849046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1849100.375000 Penalty: 4924.014160
	Iteration 12Q: 3 clusters Score -1849100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1849107.500000 Penalty: 4924.014160
	Iteration 13Q: 3 clusters Score -1849108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1849115.250000 Penalty: 4924.014160
	Iteration 14Q: 3 clusters Score -1849115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1849115.250000 Penalty: 4924.014160
	Iteration 15F: 3 clusters Score -1849115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Entering Unmasked Estep 
Score: -146340672.000000 Penalty: 85407.304688
Splitting cluster 10 changes total score from -146330560.000000 to -146340672.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (128791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Entering Unmasked Estep 
Score: -11743266.000000 Penalty: 2917.954590
	Iteration 0F: 2 clusters Score -1.174327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -11657056.000000 Penalty: 5835.909180
	Iteration 0F: 3 clusters Score -1.165706e+07 nChanged 61407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -11692535.000000 Penalty: 5835.909180
	Iteration 1F: 3 clusters Score -1.169254e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -11693849.000000 Penalty: 5835.909180
	Iteration 2Q: 3 clusters Score -1.169385e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -11695608.000000 Penalty: 5835.909180
	Iteration 3Q: 3 clusters Score -1.169561e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -11698338.000000 Penalty: 5835.909180
	Iteration 4Q: 3 clusters Score -1.169834e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -11702441.000000 Penalty: 5835.909180
	Iteration 5F: 3 clusters Score -1.170244e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -11707823.000000 Penalty: 5835.909180
	Iteration 6F: 3 clusters Score -1.170782e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -11713678.000000 Penalty: 5835.909180
	Iteration 7F: 3 clusters Score -1.171368e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -11719399.000000 Penalty: 5835.909180
	Iteration 8F: 3 clusters Score -1.17194e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -11724517.000000 Penalty: 5835.909180
	Iteration 9F: 3 clusters Score -1.172452e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -11729716.000000 Penalty: 5835.909180
	Iteration 10Q: 3 clusters Score -1.172972e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 113418 members 
Entering Unmasked Estep 
Score: -11734468.000000 Penalty: 5835.909180
	Iteration 11Q: 3 clusters Score -1.173447e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -11736922.000000 Penalty: 5835.909180
	Iteration 12Q: 3 clusters Score -1.173692e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
Score: -11738267.000000 Penalty: 5835.909180
	Iteration 13Q: 3 clusters Score -1.173827e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -11738925.000000 Penalty: 5835.909180
	Iteration 14Q: 3 clusters Score -1.173892e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -11739312.000000 Penalty: 5835.909180
	Iteration 15Q: 3 clusters Score -1.173931e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -11739619.000000 Penalty: 5835.909180
	Iteration 16Q: 3 clusters Score -1.173962e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -11739858.000000 Penalty: 5835.909180
	Iteration 17Q: 3 clusters Score -1.173986e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -11740030.000000 Penalty: 5835.909180
	Iteration 18Q: 3 clusters Score -1.174003e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -11740164.000000 Penalty: 5835.909180
	Iteration 19Q: 3 clusters Score -1.174016e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -11740309.000000 Penalty: 5835.909180
	Iteration 20F: 3 clusters Score -1.174031e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -11740392.000000 Penalty: 5835.909180
	Iteration 21Q: 3 clusters Score -1.174039e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 123420 members 
Entering Unmasked Estep 
Score: -11740493.000000 Penalty: 5835.909180
	Iteration 22Q: 3 clusters Score -1.174049e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -11740601.000000 Penalty: 5835.909180
	Iteration 23Q: 3 clusters Score -1.17406e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -11740698.000000 Penalty: 5835.909180
	Iteration 24Q: 3 clusters Score -1.17407e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -11740727.000000 Penalty: 5835.909180
	Iteration 25Q: 3 clusters Score -1.174073e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -11740769.000000 Penalty: 5835.909180
	Iteration 26Q: 3 clusters Score -1.174077e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 124497 members 
Entering Unmasked Estep 
Score: -11740812.000000 Penalty: 5835.909180
	Iteration 27Q: 3 clusters Score -1.174081e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -11740857.000000 Penalty: 5835.909180
	Iteration 28Q: 3 clusters Score -1.174086e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -11740897.000000 Penalty: 5835.909180
	Iteration 29Q: 3 clusters Score -1.17409e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -11740923.000000 Penalty: 5835.909180
	Iteration 30Q: 3 clusters Score -1.174092e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 124963 members 
Entering Unmasked Estep 
Score: -11740942.000000 Penalty: 5835.909180
	Iteration 31Q: 3 clusters Score -1.174094e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -11740983.000000 Penalty: 5835.909180
	Iteration 32Q: 3 clusters Score -1.174098e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 125143 members 
Entering Unmasked Estep 
Score: -11740997.000000 Penalty: 5835.909180
	Iteration 33Q: 3 clusters Score -1.1741e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 125237 members 
Entering Unmasked Estep 
Score: -11741049.000000 Penalty: 5835.909180
	Iteration 34Q: 3 clusters Score -1.174105e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 125324 members 
Entering Unmasked Estep 
Score: -11741040.000000 Penalty: 5835.909180
	Iteration 35Q: 3 clusters Score -1.174104e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -11741040.000000 Penalty: 5835.909180
	Iteration 36Q: 3 clusters Score -1.174104e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 125442 members 
Entering Unmasked Estep 
Score: -11741058.000000 Penalty: 5835.909180
	Iteration 37Q: 3 clusters Score -1.174106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -11741060.000000 Penalty: 5835.909180
	Iteration 38Q: 3 clusters Score -1.174106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -11741062.000000 Penalty: 5835.909180
	Iteration 39Q: 3 clusters Score -1.174106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -11741065.000000 Penalty: 5835.909180
	Iteration 40F: 3 clusters Score -1.174106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 125650 members 
Entering Unmasked Estep 
Score: -11741087.000000 Penalty: 5835.909180
	Iteration 41Q: 3 clusters Score -1.174109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -11741085.000000 Penalty: 5835.909180
	Iteration 42Q: 3 clusters Score -1.174108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -11741106.000000 Penalty: 5835.909180
	Iteration 43Q: 3 clusters Score -1.174111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -11741110.000000 Penalty: 5835.909180
	Iteration 44Q: 3 clusters Score -1.174111e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 125816 members 
Entering Unmasked Estep 
Score: -11741114.000000 Penalty: 5835.909180
	Iteration 45Q: 3 clusters Score -1.174111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -11741115.000000 Penalty: 5835.909180
	Iteration 46Q: 3 clusters Score -1.174112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -11741132.000000 Penalty: 5835.909180
	Iteration 47Q: 3 clusters Score -1.174113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -11741124.000000 Penalty: 5835.909180
	Iteration 48Q: 3 clusters Score -1.174112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 125897 members 
Entering Unmasked Estep 
Score: -11741138.000000 Penalty: 5835.909180
	Iteration 49Q: 3 clusters Score -1.174114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 125911 members 
Entering Unmasked Estep 
Score: -11741137.000000 Penalty: 5835.909180
	Iteration 50Q: 3 clusters Score -1.174114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -11741133.000000 Penalty: 5835.909180
	Iteration 51Q: 3 clusters Score -1.174113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -11741132.000000 Penalty: 5835.909180
	Iteration 52Q: 3 clusters Score -1.174113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 125961 members 
Entering Unmasked Estep 
Score: -11741141.000000 Penalty: 5835.909180
	Iteration 53Q: 3 clusters Score -1.174114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -11741146.000000 Penalty: 5835.909180
	Iteration 54Q: 3 clusters Score -1.174115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -11741143.000000 Penalty: 5835.909180
	Iteration 55Q: 3 clusters Score -1.174114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -11741161.000000 Penalty: 5835.909180
	Iteration 56Q: 3 clusters Score -1.174116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -11741167.000000 Penalty: 5835.909180
	Iteration 57Q: 3 clusters Score -1.174117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -11741169.000000 Penalty: 5835.909180
	Iteration 58Q: 3 clusters Score -1.174117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 126114 members 
Entering Unmasked Estep 
Score: -11741151.000000 Penalty: 5835.909180
	Iteration 59Q: 3 clusters Score -1.174115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 126132 members 
Entering Unmasked Estep 
Score: -11741161.000000 Penalty: 5835.909180
	Iteration 60F: 3 clusters Score -1.174116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 126146 members 
Entering Unmasked Estep 
Score: -11741164.000000 Penalty: 5835.909180
	Iteration 61Q: 3 clusters Score -1.174116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -11741173.000000 Penalty: 5835.909180
	Iteration 62Q: 3 clusters Score -1.174117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -11741177.000000 Penalty: 5835.909180
	Iteration 63Q: 3 clusters Score -1.174118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -11741176.000000 Penalty: 5835.909180
	Iteration 64Q: 3 clusters Score -1.174118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -11741187.000000 Penalty: 5835.909180
	Iteration 65Q: 3 clusters Score -1.174119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -11741184.000000 Penalty: 5835.909180
	Iteration 66Q: 3 clusters Score -1.174118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 126279 members 
Entering Unmasked Estep 
Score: -11741193.000000 Penalty: 5835.909180
	Iteration 67Q: 3 clusters Score -1.174119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -11741183.000000 Penalty: 5835.909180
	Iteration 68Q: 3 clusters Score -1.174118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -11741198.000000 Penalty: 5835.909180
	Iteration 69Q: 3 clusters Score -1.17412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -11741209.000000 Penalty: 5835.909180
	Iteration 70Q: 3 clusters Score -1.174121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 126311 members 
Entering Unmasked Estep 
Score: -11741209.000000 Penalty: 5835.909180
	Iteration 71Q: 3 clusters Score -1.174121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 126314 members 
Entering Unmasked Estep 
Score: -11741212.000000 Penalty: 5835.909180
	Iteration 72Q: 3 clusters Score -1.174121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -11741186.000000 Penalty: 5835.909180
	Iteration 73Q: 3 clusters Score -1.174119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 126320 members 
Entering Unmasked Estep 
Score: -11741198.000000 Penalty: 5835.909180
	Iteration 74Q: 3 clusters Score -1.17412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 126323 members 
Entering Unmasked Estep 
Score: -11741199.000000 Penalty: 5835.909180
	Iteration 75Q: 3 clusters Score -1.17412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 126324 members 
Entering Unmasked Estep 
Score: -11741192.000000 Penalty: 5835.909180
	Iteration 76Q: 3 clusters Score -1.174119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 126325 members 
Entering Unmasked Estep 
Score: -11741197.000000 Penalty: 5835.909180
	Iteration 77Q: 3 clusters Score -1.17412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -11741204.000000 Penalty: 5835.909180
	Iteration 78Q: 3 clusters Score -1.17412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -11741204.000000 Penalty: 5835.909180
	Iteration 79Q: 3 clusters Score -1.17412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -11741202.000000 Penalty: 5835.909180
	Iteration 80F: 3 clusters Score -1.17412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -11741203.000000 Penalty: 5835.909180
	Iteration 81Q: 3 clusters Score -1.17412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -11741203.000000 Penalty: 5835.909180
	Iteration 82F: 3 clusters Score -1.17412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Entering Unmasked Estep 
Score: -1580637.875000 Penalty: 2438.213867
	Iteration 0F: 2 clusters Score -1580638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1567454.750000 Penalty: 4876.427734
	Iteration 0F: 3 clusters Score -1567455 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1572236.875000 Penalty: 4876.427734
	Iteration 1F: 3 clusters Score -1572237 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1573411.875000 Penalty: 4876.427734
	Iteration 2F: 3 clusters Score -1573412 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1574936.250000 Penalty: 4876.427734
	Iteration 3F: 3 clusters Score -1574936 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1576467.250000 Penalty: 4876.427734
	Iteration 4F: 3 clusters Score -1576467 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1577732.750000 Penalty: 4876.427734
	Iteration 5F: 3 clusters Score -1577733 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1578627.625000 Penalty: 4876.427734
	Iteration 6F: 3 clusters Score -1578628 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1579316.625000 Penalty: 4876.427734
	Iteration 7F: 3 clusters Score -1579317 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1579781.625000 Penalty: 4876.427734
	Iteration 8Q: 3 clusters Score -1579782 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1580087.625000 Penalty: 4876.427734
	Iteration 9Q: 3 clusters Score -1580088 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1580267.500000 Penalty: 4876.427734
	Iteration 10Q: 3 clusters Score -1580268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1580351.000000 Penalty: 4876.427734
	Iteration 11Q: 3 clusters Score -1580351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1580394.375000 Penalty: 4876.427734
	Iteration 12Q: 3 clusters Score -1580394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1580427.500000 Penalty: 4876.427734
	Iteration 13Q: 3 clusters Score -1580428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1580448.500000 Penalty: 4876.427734
	Iteration 14Q: 3 clusters Score -1580448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1580465.875000 Penalty: 4876.427734
	Iteration 15Q: 3 clusters Score -1580466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1580484.750000 Penalty: 4876.427734
	Iteration 16Q: 3 clusters Score -1580485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1580488.875000 Penalty: 4876.427734
	Iteration 17Q: 3 clusters Score -1580489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1580494.500000 Penalty: 4876.427734
	Iteration 18Q: 3 clusters Score -1580494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1580493.625000 Penalty: 4876.427734
	Iteration 19Q: 3 clusters Score -1580494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1580499.375000 Penalty: 4876.427734
	Iteration 20F: 3 clusters Score -1580499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1580502.625000 Penalty: 4876.427734
	Iteration 21Q: 3 clusters Score -1580503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1580498.500000 Penalty: 4876.427734
	Iteration 22Q: 3 clusters Score -1580498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1580502.125000 Penalty: 4876.427734
	Iteration 23Q: 3 clusters Score -1580502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1580501.000000 Penalty: 4876.427734
	Iteration 24Q: 3 clusters Score -1580501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1580505.625000 Penalty: 4876.427734
	Iteration 25Q: 3 clusters Score -1580506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1580506.500000 Penalty: 4876.427734
	Iteration 26Q: 3 clusters Score -1580506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1580511.375000 Penalty: 4876.427734
	Iteration 27Q: 3 clusters Score -1580511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1580514.875000 Penalty: 4876.427734
	Iteration 28Q: 3 clusters Score -1580515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1580516.250000 Penalty: 4876.427734
	Iteration 29Q: 3 clusters Score -1580516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1580517.125000 Penalty: 4876.427734
	Iteration 30Q: 3 clusters Score -1580517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1580518.375000 Penalty: 4876.427734
	Iteration 31Q: 3 clusters Score -1580518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1580521.250000 Penalty: 4876.427734
	Iteration 32Q: 3 clusters Score -1580521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1580524.250000 Penalty: 4876.427734
	Iteration 33Q: 3 clusters Score -1580524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1580525.250000 Penalty: 4876.427734
	Iteration 34Q: 3 clusters Score -1580525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1580527.000000 Penalty: 4876.427734
	Iteration 35Q: 3 clusters Score -1580527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1580534.125000 Penalty: 4876.427734
	Iteration 36Q: 3 clusters Score -1580534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1580536.250000 Penalty: 4876.427734
	Iteration 37Q: 3 clusters Score -1580536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1580542.125000 Penalty: 4876.427734
	Iteration 38Q: 3 clusters Score -1580542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1580544.000000 Penalty: 4876.427734
	Iteration 39Q: 3 clusters Score -1580544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1580551.500000 Penalty: 4876.427734
	Iteration 40F: 3 clusters Score -1580552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1580555.125000 Penalty: 4876.427734
	Iteration 41Q: 3 clusters Score -1580555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1580558.500000 Penalty: 4876.427734
	Iteration 42Q: 3 clusters Score -1580558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1580557.750000 Penalty: 4876.427734
	Iteration 43Q: 3 clusters Score -1580558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1580568.000000 Penalty: 4876.427734
	Iteration 44Q: 3 clusters Score -1580568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1580571.375000 Penalty: 4876.427734
	Iteration 45Q: 3 clusters Score -1580571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1580582.500000 Penalty: 4876.427734
	Iteration 46Q: 3 clusters Score -1580582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1580586.625000 Penalty: 4876.427734
	Iteration 47Q: 3 clusters Score -1580587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1580603.875000 Penalty: 4876.427734
	Iteration 48Q: 3 clusters Score -1580604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1580612.125000 Penalty: 4876.427734
	Iteration 49Q: 3 clusters Score -1580612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1580615.625000 Penalty: 4876.427734
	Iteration 50Q: 3 clusters Score -1580616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1580616.875000 Penalty: 4876.427734
	Iteration 51Q: 3 clusters Score -1580617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1580620.500000 Penalty: 4876.427734
	Iteration 52Q: 3 clusters Score -1580620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1580623.375000 Penalty: 4876.427734
	Iteration 53Q: 3 clusters Score -1580623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1580621.875000 Penalty: 4876.427734
	Iteration 54Q: 3 clusters Score -1580622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1580621.500000 Penalty: 4876.427734
	Iteration 55Q: 3 clusters Score -1580622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1580622.250000 Penalty: 4876.427734
	Iteration 56Q: 3 clusters Score -1580622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1580622.500000 Penalty: 4876.427734
	Iteration 57Q: 3 clusters Score -1580622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1580624.750000 Penalty: 4876.427734
	Iteration 58Q: 3 clusters Score -1580625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1580627.125000 Penalty: 4876.427734
	Iteration 59Q: 3 clusters Score -1580627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1580627.250000 Penalty: 4876.427734
	Iteration 60F: 3 clusters Score -1580627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1580635.375000 Penalty: 4876.427734
	Iteration 61Q: 3 clusters Score -1580635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1580633.750000 Penalty: 4876.427734
	Iteration 62Q: 3 clusters Score -1580634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1580636.375000 Penalty: 4876.427734
	Iteration 63Q: 3 clusters Score -1580636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1580637.000000 Penalty: 4876.427734
	Iteration 64Q: 3 clusters Score -1580637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1580643.875000 Penalty: 4876.427734
	Iteration 65Q: 3 clusters Score -1580644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1580645.000000 Penalty: 4876.427734
	Iteration 66Q: 3 clusters Score -1580645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1580645.875000 Penalty: 4876.427734
	Iteration 67Q: 3 clusters Score -1580646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1580643.625000 Penalty: 4876.427734
	Iteration 68Q: 3 clusters Score -1580644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1580644.250000 Penalty: 4876.427734
	Iteration 69Q: 3 clusters Score -1580644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1580646.500000 Penalty: 4876.427734
	Iteration 70Q: 3 clusters Score -1580646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1580650.750000 Penalty: 4876.427734
	Iteration 71Q: 3 clusters Score -1580651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1580651.750000 Penalty: 4876.427734
	Iteration 72Q: 3 clusters Score -1580652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1580651.625000 Penalty: 4876.427734
	Iteration 73Q: 3 clusters Score -1580652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1580654.000000 Penalty: 4876.427734
	Iteration 74Q: 3 clusters Score -1580654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1580654.750000 Penalty: 4876.427734
	Iteration 75Q: 3 clusters Score -1580655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1580657.000000 Penalty: 4876.427734
	Iteration 76Q: 3 clusters Score -1580657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1580658.500000 Penalty: 4876.427734
	Iteration 77Q: 3 clusters Score -1580658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1580659.375000 Penalty: 4876.427734
	Iteration 78Q: 3 clusters Score -1580659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1580660.625000 Penalty: 4876.427734
	Iteration 79Q: 3 clusters Score -1580661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1580664.000000 Penalty: 4876.427734
	Iteration 80F: 3 clusters Score -1580664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1580661.500000 Penalty: 4876.427734
	Iteration 81Q: 3 clusters Score -1580662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1580660.000000 Penalty: 4876.427734
	Iteration 82Q: 3 clusters Score -1580660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1580662.000000 Penalty: 4876.427734
	Iteration 83Q: 3 clusters Score -1580662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1580661.625000 Penalty: 4876.427734
	Iteration 84Q: 3 clusters Score -1580662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1580661.625000 Penalty: 4876.427734
	Iteration 85F: 3 clusters Score -1580662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 3242 members 
Entering Unmasked Estep 
Score: -146339664.000000 Penalty: 88965.937500
Splitting cluster 12 changes total score from -146330560.000000 to -146339664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (14216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Entering Unmasked Estep 
Score: -1260904.250000 Penalty: 2371.406494
	Iteration 0F: 2 clusters Score -1260904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1250610.750000 Penalty: 4742.812988
	Iteration 0F: 3 clusters Score -1250611 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1253900.250000 Penalty: 4742.812988
	Iteration 1F: 3 clusters Score -1253900 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1254292.875000 Penalty: 4742.812988
	Iteration 2F: 3 clusters Score -1254293 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1254649.000000 Penalty: 4742.812988
	Iteration 3F: 3 clusters Score -1254649 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1255011.875000 Penalty: 4742.812988
	Iteration 4Q: 3 clusters Score -1255012 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1255396.875000 Penalty: 4742.812988
	Iteration 5Q: 3 clusters Score -1255397 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1255829.750000 Penalty: 4742.812988
	Iteration 6Q: 3 clusters Score -1255830 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1256387.500000 Penalty: 4742.812988
	Iteration 7F: 3 clusters Score -1256388 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1257106.250000 Penalty: 4742.812988
	Iteration 8F: 3 clusters Score -1257106 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1257769.750000 Penalty: 4742.812988
	Iteration 9F: 3 clusters Score -1257770 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1258273.250000 Penalty: 4742.812988
	Iteration 10Q: 3 clusters Score -1258273 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1258578.125000 Penalty: 4742.812988
	Iteration 11Q: 3 clusters Score -1258578 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1258736.125000 Penalty: 4742.812988
	Iteration 12Q: 3 clusters Score -1258736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1258832.000000 Penalty: 4742.812988
	Iteration 13Q: 3 clusters Score -1258832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1258894.625000 Penalty: 4742.812988
	Iteration 14Q: 3 clusters Score -1258895 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1258951.250000 Penalty: 4742.812988
	Iteration 15Q: 3 clusters Score -1258951 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1258982.750000 Penalty: 4742.812988
	Iteration 16Q: 3 clusters Score -1258983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1259002.125000 Penalty: 4742.812988
	Iteration 17Q: 3 clusters Score -1259002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1259017.000000 Penalty: 4742.812988
	Iteration 18Q: 3 clusters Score -1259017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1259038.500000 Penalty: 4742.812988
	Iteration 19Q: 3 clusters Score -1259038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1259049.000000 Penalty: 4742.812988
	Iteration 20F: 3 clusters Score -1259049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1259060.250000 Penalty: 4742.812988
	Iteration 21Q: 3 clusters Score -1259060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1259083.125000 Penalty: 4742.812988
	Iteration 22Q: 3 clusters Score -1259083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1259092.500000 Penalty: 4742.812988
	Iteration 23Q: 3 clusters Score -1259092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1259104.375000 Penalty: 4742.812988
	Iteration 24Q: 3 clusters Score -1259104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1259111.750000 Penalty: 4742.812988
	Iteration 25Q: 3 clusters Score -1259112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1259115.625000 Penalty: 4742.812988
	Iteration 26Q: 3 clusters Score -1259116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1259124.875000 Penalty: 4742.812988
	Iteration 27Q: 3 clusters Score -1259125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1259128.000000 Penalty: 4742.812988
	Iteration 28Q: 3 clusters Score -1259128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1259141.500000 Penalty: 4742.812988
	Iteration 29Q: 3 clusters Score -1259142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1259142.000000 Penalty: 4742.812988
	Iteration 30Q: 3 clusters Score -1259142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1259145.625000 Penalty: 4742.812988
	Iteration 31Q: 3 clusters Score -1259146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1259147.875000 Penalty: 4742.812988
	Iteration 32Q: 3 clusters Score -1259148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1259152.750000 Penalty: 4742.812988
	Iteration 33Q: 3 clusters Score -1259153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1259154.625000 Penalty: 4742.812988
	Iteration 34Q: 3 clusters Score -1259155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1259155.125000 Penalty: 4742.812988
	Iteration 35Q: 3 clusters Score -1259155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1259155.375000 Penalty: 4742.812988
	Iteration 36Q: 3 clusters Score -1259155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1259156.000000 Penalty: 4742.812988
	Iteration 37Q: 3 clusters Score -1259156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1259154.750000 Penalty: 4742.812988
	Iteration 38Q: 3 clusters Score -1259155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1259157.875000 Penalty: 4742.812988
	Iteration 39Q: 3 clusters Score -1259158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1259158.000000 Penalty: 4742.812988
	Iteration 40F: 3 clusters Score -1259158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1259159.750000 Penalty: 4742.812988
	Iteration 41Q: 3 clusters Score -1259160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1259157.125000 Penalty: 4742.812988
	Iteration 42Q: 3 clusters Score -1259157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1259161.625000 Penalty: 4742.812988
	Iteration 43Q: 3 clusters Score -1259162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1259162.375000 Penalty: 4742.812988
	Iteration 44Q: 3 clusters Score -1259162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1259160.250000 Penalty: 4742.812988
	Iteration 45Q: 3 clusters Score -1259160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1259159.250000 Penalty: 4742.812988
	Iteration 46Q: 3 clusters Score -1259159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1259159.000000 Penalty: 4742.812988
	Iteration 47Q: 3 clusters Score -1259159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1259159.000000 Penalty: 4742.812988
	Iteration 48F: 3 clusters Score -1259159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -687733.437500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -687733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -681031.812500 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -681031.8 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -683163.000000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -683163 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -683900.625000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -683900.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -684914.812500 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -684914.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -686224.500000 Penalty: 4495.248047
	Iteration 4F: 3 clusters Score -686224.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -687242.437500 Penalty: 4495.248047
	Iteration 5F: 3 clusters Score -687242.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -687801.312500 Penalty: 4495.248047
	Iteration 6F: 3 clusters Score -687801.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -688021.937500 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -688021.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -688130.625000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -688130.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -688186.875000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -688186.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -688213.375000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -688213.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -688228.937500 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -688228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -688234.812500 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -688234.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -688244.687500 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -688244.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -688253.250000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -688253.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -688259.250000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -688259.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -688261.750000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -688261.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -688266.187500 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -688266.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -688272.562500 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -688272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -688271.625000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -688271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -688271.687500 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -688271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -688271.937500 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -688271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -688273.062500 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -688273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -688272.125000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -688272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -688274.875000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -688274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -688273.875000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -688273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -688275.125000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -688275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -688275.125000 Penalty: 4495.248047
	Iteration 27F: 3 clusters Score -688275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 6624 members 
Entering Unmasked Estep 
Score: -146338624.000000 Penalty: 92524.578125
Splitting cluster 15 changes total score from -146330560.000000 to -146338624.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (40369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Entering Unmasked Estep 
Score: -3483945.500000 Penalty: 2630.242920
	Iteration 0F: 2 clusters Score -3483946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3456738.500000 Penalty: 5260.485840
	Iteration 0F: 3 clusters Score -3456738 nChanged 18320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3466923.750000 Penalty: 5260.485840
	Iteration 1F: 3 clusters Score -3466924 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3467590.500000 Penalty: 5260.485840
	Iteration 2Q: 3 clusters Score -3467590 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3468442.750000 Penalty: 5260.485840
	Iteration 3Q: 3 clusters Score -3468443 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3469574.750000 Penalty: 5260.485840
	Iteration 4F: 3 clusters Score -3469575 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3471139.250000 Penalty: 5260.485840
	Iteration 5F: 3 clusters Score -3471139 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3472881.250000 Penalty: 5260.485840
	Iteration 6F: 3 clusters Score -3472881 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3474542.250000 Penalty: 5260.485840
	Iteration 7F: 3 clusters Score -3474542 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3475906.000000 Penalty: 5260.485840
	Iteration 8F: 3 clusters Score -3475906 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3476989.500000 Penalty: 5260.485840
	Iteration 9Q: 3 clusters Score -3476990 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3477870.500000 Penalty: 5260.485840
	Iteration 10Q: 3 clusters Score -3477870 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3478577.500000 Penalty: 5260.485840
	Iteration 11Q: 3 clusters Score -3478578 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3479216.500000 Penalty: 5260.485840
	Iteration 12Q: 3 clusters Score -3479216 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3479761.250000 Penalty: 5260.485840
	Iteration 13Q: 3 clusters Score -3479761 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3480173.750000 Penalty: 5260.485840
	Iteration 14Q: 3 clusters Score -3480174 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3480490.000000 Penalty: 5260.485840
	Iteration 15Q: 3 clusters Score -3480490 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3480720.000000 Penalty: 5260.485840
	Iteration 16Q: 3 clusters Score -3480720 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3480883.000000 Penalty: 5260.485840
	Iteration 17Q: 3 clusters Score -3480883 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3481010.250000 Penalty: 5260.485840
	Iteration 18Q: 3 clusters Score -3481010 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3481091.750000 Penalty: 5260.485840
	Iteration 19Q: 3 clusters Score -3481092 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3481147.500000 Penalty: 5260.485840
	Iteration 20F: 3 clusters Score -3481148 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3481187.750000 Penalty: 5260.485840
	Iteration 21Q: 3 clusters Score -3481188 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3481246.250000 Penalty: 5260.485840
	Iteration 22Q: 3 clusters Score -3481246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3481258.750000 Penalty: 5260.485840
	Iteration 23Q: 3 clusters Score -3481259 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3481289.000000 Penalty: 5260.485840
	Iteration 24Q: 3 clusters Score -3481289 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3481300.000000 Penalty: 5260.485840
	Iteration 25Q: 3 clusters Score -3481300 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3481308.250000 Penalty: 5260.485840
	Iteration 26Q: 3 clusters Score -3481308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3481314.500000 Penalty: 5260.485840
	Iteration 27Q: 3 clusters Score -3481314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3481324.250000 Penalty: 5260.485840
	Iteration 28Q: 3 clusters Score -3481324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3481337.250000 Penalty: 5260.485840
	Iteration 29Q: 3 clusters Score -3481337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3481338.250000 Penalty: 5260.485840
	Iteration 30Q: 3 clusters Score -3481338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3481349.250000 Penalty: 5260.485840
	Iteration 31Q: 3 clusters Score -3481349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3481347.500000 Penalty: 5260.485840
	Iteration 32Q: 3 clusters Score -3481348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3481355.000000 Penalty: 5260.485840
	Iteration 33Q: 3 clusters Score -3481355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3481348.750000 Penalty: 5260.485840
	Iteration 34Q: 3 clusters Score -3481349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3481346.500000 Penalty: 5260.485840
	Iteration 35Q: 3 clusters Score -3481346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3481342.750000 Penalty: 5260.485840
	Iteration 36Q: 3 clusters Score -3481343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3481348.250000 Penalty: 5260.485840
	Iteration 37Q: 3 clusters Score -3481348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3481352.250000 Penalty: 5260.485840
	Iteration 38Q: 3 clusters Score -3481352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3481360.250000 Penalty: 5260.485840
	Iteration 39Q: 3 clusters Score -3481360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3481361.750000 Penalty: 5260.485840
	Iteration 40F: 3 clusters Score -3481362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3481356.500000 Penalty: 5260.485840
	Iteration 41Q: 3 clusters Score -3481356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3481359.500000 Penalty: 5260.485840
	Iteration 42Q: 3 clusters Score -3481360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3481357.500000 Penalty: 5260.485840
	Iteration 43Q: 3 clusters Score -3481358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3481359.500000 Penalty: 5260.485840
	Iteration 44Q: 3 clusters Score -3481360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3481357.250000 Penalty: 5260.485840
	Iteration 45Q: 3 clusters Score -3481357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3481358.250000 Penalty: 5260.485840
	Iteration 46Q: 3 clusters Score -3481358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3481360.000000 Penalty: 5260.485840
	Iteration 47Q: 3 clusters Score -3481360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3481361.750000 Penalty: 5260.485840
	Iteration 48Q: 3 clusters Score -3481362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3481361.750000 Penalty: 5260.485840
	Iteration 49F: 3 clusters Score -3481362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Entering Unmasked Estep 
Score: -1787959.250000 Penalty: 2478.129883
	Iteration 0F: 2 clusters Score -1787959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1772854.250000 Penalty: 4956.259766
	Iteration 0F: 3 clusters Score -1772854 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1783243.500000 Penalty: 4956.259766
	Iteration 1F: 3 clusters Score -1783244 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1790316.875000 Penalty: 4956.259766
	Iteration 2F: 3 clusters Score -1790317 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1794495.625000 Penalty: 4956.259766
	Iteration 3F: 3 clusters Score -1794496 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1795810.500000 Penalty: 4956.259766
	Iteration 4F: 3 clusters Score -1795810 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1796345.250000 Penalty: 4956.259766
	Iteration 5Q: 3 clusters Score -1796345 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1796624.750000 Penalty: 4956.259766
	Iteration 6Q: 3 clusters Score -1796625 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1796859.500000 Penalty: 4956.259766
	Iteration 7Q: 3 clusters Score -1796860 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1797051.625000 Penalty: 4956.259766
	Iteration 8Q: 3 clusters Score -1797052 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1797195.750000 Penalty: 4956.259766
	Iteration 9Q: 3 clusters Score -1797196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1797258.125000 Penalty: 4956.259766
	Iteration 10Q: 3 clusters Score -1797258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1797280.000000 Penalty: 4956.259766
	Iteration 11Q: 3 clusters Score -1797280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1797278.500000 Penalty: 4956.259766
	Iteration 12Q: 3 clusters Score -1797278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1797284.750000 Penalty: 4956.259766
	Iteration 13Q: 3 clusters Score -1797285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1797284.875000 Penalty: 4956.259766
	Iteration 14Q: 3 clusters Score -1797285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1797286.625000 Penalty: 4956.259766
	Iteration 15Q: 3 clusters Score -1797287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1797286.000000 Penalty: 4956.259766
	Iteration 16Q: 3 clusters Score -1797286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1797286.000000 Penalty: 4956.259766
	Iteration 17F: 3 clusters Score -1797286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 40504 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 4870 members 
Entering Unmasked Estep 
Score: -146346928.000000 Penalty: 96083.218750
Splitting cluster 18 changes total score from -146330560.000000 to -146346928.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (40504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Entering Unmasked Estep 
Score: -3424220.250000 Penalty: 2631.070557
	Iteration 0F: 2 clusters Score -3424220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3396744.750000 Penalty: 5262.141113
	Iteration 0F: 3 clusters Score -3396745 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3407878.500000 Penalty: 5262.141113
	Iteration 1F: 3 clusters Score -3407878 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3410897.750000 Penalty: 5262.141113
	Iteration 2F: 3 clusters Score -3410898 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3415426.250000 Penalty: 5262.141113
	Iteration 3F: 3 clusters Score -3415426 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3419424.500000 Penalty: 5262.141113
	Iteration 4F: 3 clusters Score -3419424 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3421812.250000 Penalty: 5262.141113
	Iteration 5F: 3 clusters Score -3421812 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3422988.750000 Penalty: 5262.141113
	Iteration 6Q: 3 clusters Score -3422989 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -3423620.500000 Penalty: 5262.141113
	Iteration 7Q: 3 clusters Score -3423620 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -3424073.500000 Penalty: 5262.141113
	Iteration 8Q: 3 clusters Score -3424074 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3424448.000000 Penalty: 5262.141113
	Iteration 9Q: 3 clusters Score -3424448 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -3424776.500000 Penalty: 5262.141113
	Iteration 10Q: 3 clusters Score -3424776 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3425108.500000 Penalty: 5262.141113
	Iteration 11Q: 3 clusters Score -3425108 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3425363.000000 Penalty: 5262.141113
	Iteration 12Q: 3 clusters Score -3425363 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3425563.250000 Penalty: 5262.141113
	Iteration 13Q: 3 clusters Score -3425563 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -3425739.000000 Penalty: 5262.141113
	Iteration 14Q: 3 clusters Score -3425739 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3425859.500000 Penalty: 5262.141113
	Iteration 15Q: 3 clusters Score -3425860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -3425935.750000 Penalty: 5262.141113
	Iteration 16Q: 3 clusters Score -3425936 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -3425987.500000 Penalty: 5262.141113
	Iteration 17Q: 3 clusters Score -3425988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -3426020.500000 Penalty: 5262.141113
	Iteration 18Q: 3 clusters Score -3426020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -3426053.000000 Penalty: 5262.141113
	Iteration 19Q: 3 clusters Score -3426053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -3426066.250000 Penalty: 5262.141113
	Iteration 20F: 3 clusters Score -3426066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -3426080.250000 Penalty: 5262.141113
	Iteration 21Q: 3 clusters Score -3426080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -3426085.000000 Penalty: 5262.141113
	Iteration 22Q: 3 clusters Score -3426085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3426088.250000 Penalty: 5262.141113
	Iteration 23Q: 3 clusters Score -3426088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -3426091.750000 Penalty: 5262.141113
	Iteration 24Q: 3 clusters Score -3426092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -3426101.250000 Penalty: 5262.141113
	Iteration 25Q: 3 clusters Score -3426101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -3426112.500000 Penalty: 5262.141113
	Iteration 26Q: 3 clusters Score -3426112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3426109.750000 Penalty: 5262.141113
	Iteration 27Q: 3 clusters Score -3426110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -3426108.750000 Penalty: 5262.141113
	Iteration 28Q: 3 clusters Score -3426109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3426111.000000 Penalty: 5262.141113
	Iteration 29Q: 3 clusters Score -3426111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -3426115.750000 Penalty: 5262.141113
	Iteration 30Q: 3 clusters Score -3426116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -3426118.000000 Penalty: 5262.141113
	Iteration 31Q: 3 clusters Score -3426118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -3426115.500000 Penalty: 5262.141113
	Iteration 32Q: 3 clusters Score -3426116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -3426118.250000 Penalty: 5262.141113
	Iteration 33Q: 3 clusters Score -3426118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -3426117.250000 Penalty: 5262.141113
	Iteration 34Q: 3 clusters Score -3426117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -3426118.500000 Penalty: 5262.141113
	Iteration 35Q: 3 clusters Score -3426118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -3426117.500000 Penalty: 5262.141113
	Iteration 36Q: 3 clusters Score -3426118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -3426120.500000 Penalty: 5262.141113
	Iteration 37Q: 3 clusters Score -3426120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -3426117.750000 Penalty: 5262.141113
	Iteration 38Q: 3 clusters Score -3426118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -3426125.000000 Penalty: 5262.141113
	Iteration 39Q: 3 clusters Score -3426125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -3426124.500000 Penalty: 5262.141113
	Iteration 40F: 3 clusters Score -3426124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -3426128.250000 Penalty: 5262.141113
	Iteration 41Q: 3 clusters Score -3426128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -3426137.750000 Penalty: 5262.141113
	Iteration 42Q: 3 clusters Score -3426138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3426136.500000 Penalty: 5262.141113
	Iteration 43Q: 3 clusters Score -3426136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3426137.000000 Penalty: 5262.141113
	Iteration 44Q: 3 clusters Score -3426137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -3426137.750000 Penalty: 5262.141113
	Iteration 45Q: 3 clusters Score -3426138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -3426147.000000 Penalty: 5262.141113
	Iteration 46Q: 3 clusters Score -3426147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -3426145.500000 Penalty: 5262.141113
	Iteration 47Q: 3 clusters Score -3426146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -3426140.500000 Penalty: 5262.141113
	Iteration 48Q: 3 clusters Score -3426140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -3426145.500000 Penalty: 5262.141113
	Iteration 49Q: 3 clusters Score -3426146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -3426148.250000 Penalty: 5262.141113
	Iteration 50Q: 3 clusters Score -3426148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -3426147.500000 Penalty: 5262.141113
	Iteration 51Q: 3 clusters Score -3426148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -3426151.250000 Penalty: 5262.141113
	Iteration 52Q: 3 clusters Score -3426151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -3426152.500000 Penalty: 5262.141113
	Iteration 53Q: 3 clusters Score -3426152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -3426151.000000 Penalty: 5262.141113
	Iteration 54Q: 3 clusters Score -3426151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -3426149.250000 Penalty: 5262.141113
	Iteration 55Q: 3 clusters Score -3426149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -3426150.250000 Penalty: 5262.141113
	Iteration 56Q: 3 clusters Score -3426150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -3426150.250000 Penalty: 5262.141113
	Iteration 57F: 3 clusters Score -3426150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 38834 members 
Entering Unmasked Estep 
Score: -146348128.000000 Penalty: 99641.851562
Splitting cluster 20 changes total score from -146330560.000000 to -146348128.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (220557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220557 members 
Entering Unmasked Estep 
Score: -19590552.000000 Penalty: 3051.369873
	Iteration 0F: 2 clusters Score -1.959055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -19442146.000000 Penalty: 6102.739746
	Iteration 0F: 3 clusters Score -1.944215e+07 nChanged 106292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -19505160.000000 Penalty: 6102.739746
	Iteration 1F: 3 clusters Score -1.950516e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129861 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -19508248.000000 Penalty: 6102.739746
	Iteration 2Q: 3 clusters Score -1.950825e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141437 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -19514138.000000 Penalty: 6102.739746
	Iteration 3F: 3 clusters Score -1.951414e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -19525984.000000 Penalty: 6102.739746
	Iteration 4F: 3 clusters Score -1.952598e+07 nChanged 21558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -19545778.000000 Penalty: 6102.739746
	Iteration 5F: 3 clusters Score -1.954578e+07 nChanged 20960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200689 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -19567916.000000 Penalty: 6102.739746
	Iteration 6F: 3 clusters Score -1.956792e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213713 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -19581336.000000 Penalty: 6102.739746
	Iteration 7F: 3 clusters Score -1.958134e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218531 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19586020.000000 Penalty: 6102.739746
	Iteration 8Q: 3 clusters Score -1.958602e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219858 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -19587268.000000 Penalty: 6102.739746
	Iteration 9Q: 3 clusters Score -1.958727e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220149 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19587654.000000 Penalty: 6102.739746
	Iteration 10Q: 3 clusters Score -1.958765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220226 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19587760.000000 Penalty: 6102.739746
	Iteration 11Q: 3 clusters Score -1.958776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19587798.000000 Penalty: 6102.739746
	Iteration 12Q: 3 clusters Score -1.95878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19587818.000000 Penalty: 6102.739746
	Iteration 13Q: 3 clusters Score -1.958782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19587836.000000 Penalty: 6102.739746
	Iteration 14Q: 3 clusters Score -1.958784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19587838.000000 Penalty: 6102.739746
	Iteration 15Q: 3 clusters Score -1.958784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19587838.000000 Penalty: 6102.739746
	Iteration 16Q: 3 clusters Score -1.958784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19587840.000000 Penalty: 6102.739746
	Iteration 17F: 3 clusters Score -1.958784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19587850.000000 Penalty: 6102.739746
	Iteration 18Q: 3 clusters Score -1.958785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19587850.000000 Penalty: 6102.739746
	Iteration 19F: 3 clusters Score -1.958785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (148671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148671 members 
Entering Unmasked Estep 
Score: -13362183.000000 Penalty: 2953.553955
	Iteration 0F: 2 clusters Score -1.336218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -13262854.000000 Penalty: 5907.107910
	Iteration 0F: 3 clusters Score -1.326285e+07 nChanged 71053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -13304148.000000 Penalty: 5907.107910
	Iteration 1F: 3 clusters Score -1.330415e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -13305434.000000 Penalty: 5907.107910
	Iteration 2Q: 3 clusters Score -1.330543e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -13307034.000000 Penalty: 5907.107910
	Iteration 3Q: 3 clusters Score -1.330703e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -13308916.000000 Penalty: 5907.107910
	Iteration 4Q: 3 clusters Score -1.330892e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -13311357.000000 Penalty: 5907.107910
	Iteration 5Q: 3 clusters Score -1.331136e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -13314815.000000 Penalty: 5907.107910
	Iteration 6Q: 3 clusters Score -1.331482e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -13319641.000000 Penalty: 5907.107910
	Iteration 7F: 3 clusters Score -1.331964e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -13325773.000000 Penalty: 5907.107910
	Iteration 8F: 3 clusters Score -1.332577e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -13332052.000000 Penalty: 5907.107910
	Iteration 9F: 3 clusters Score -1.333205e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -13337268.000000 Penalty: 5907.107910
	Iteration 10F: 3 clusters Score -1.333727e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -13340664.000000 Penalty: 5907.107910
	Iteration 11Q: 3 clusters Score -1.334066e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -13342799.000000 Penalty: 5907.107910
	Iteration 12Q: 3 clusters Score -1.33428e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13344377.000000 Penalty: 5907.107910
	Iteration 13Q: 3 clusters Score -1.334438e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -13345824.000000 Penalty: 5907.107910
	Iteration 14Q: 3 clusters Score -1.334582e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -13347103.000000 Penalty: 5907.107910
	Iteration 15Q: 3 clusters Score -1.33471e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -13348403.000000 Penalty: 5907.107910
	Iteration 16Q: 3 clusters Score -1.33484e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -13349727.000000 Penalty: 5907.107910
	Iteration 17Q: 3 clusters Score -1.334973e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -13351069.000000 Penalty: 5907.107910
	Iteration 18Q: 3 clusters Score -1.335107e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130319 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -13352055.000000 Penalty: 5907.107910
	Iteration 19Q: 3 clusters Score -1.335206e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132541 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -13353140.000000 Penalty: 5907.107910
	Iteration 20F: 3 clusters Score -1.335314e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134596 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -13354093.000000 Penalty: 5907.107910
	Iteration 21Q: 3 clusters Score -1.335409e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -13354881.000000 Penalty: 5907.107910
	Iteration 22Q: 3 clusters Score -1.335488e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -13355582.000000 Penalty: 5907.107910
	Iteration 23Q: 3 clusters Score -1.335558e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139536 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -13356183.000000 Penalty: 5907.107910
	Iteration 24Q: 3 clusters Score -1.335618e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -13356709.000000 Penalty: 5907.107910
	Iteration 25Q: 3 clusters Score -1.335671e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -13357262.000000 Penalty: 5907.107910
	Iteration 26Q: 3 clusters Score -1.335726e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -13357682.000000 Penalty: 5907.107910
	Iteration 27Q: 3 clusters Score -1.335768e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144016 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13358147.000000 Penalty: 5907.107910
	Iteration 28Q: 3 clusters Score -1.335815e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -13358510.000000 Penalty: 5907.107910
	Iteration 29Q: 3 clusters Score -1.335851e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -13358818.000000 Penalty: 5907.107910
	Iteration 30Q: 3 clusters Score -1.335882e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145846 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -13359004.000000 Penalty: 5907.107910
	Iteration 31Q: 3 clusters Score -1.3359e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -13359172.000000 Penalty: 5907.107910
	Iteration 32Q: 3 clusters Score -1.335917e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13359256.000000 Penalty: 5907.107910
	Iteration 33Q: 3 clusters Score -1.335926e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146624 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -13359333.000000 Penalty: 5907.107910
	Iteration 34Q: 3 clusters Score -1.335933e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -13359399.000000 Penalty: 5907.107910
	Iteration 35Q: 3 clusters Score -1.33594e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -13359441.000000 Penalty: 5907.107910
	Iteration 36Q: 3 clusters Score -1.335944e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13359455.000000 Penalty: 5907.107910
	Iteration 37Q: 3 clusters Score -1.335946e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13359517.000000 Penalty: 5907.107910
	Iteration 38Q: 3 clusters Score -1.335952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13359581.000000 Penalty: 5907.107910
	Iteration 39Q: 3 clusters Score -1.335958e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147181 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13359601.000000 Penalty: 5907.107910
	Iteration 40F: 3 clusters Score -1.33596e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13359638.000000 Penalty: 5907.107910
	Iteration 41Q: 3 clusters Score -1.335964e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13359658.000000 Penalty: 5907.107910
	Iteration 42Q: 3 clusters Score -1.335966e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13359664.000000 Penalty: 5907.107910
	Iteration 43Q: 3 clusters Score -1.335966e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13359671.000000 Penalty: 5907.107910
	Iteration 44Q: 3 clusters Score -1.335967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147372 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -13359686.000000 Penalty: 5907.107910
	Iteration 45Q: 3 clusters Score -1.335969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147396 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13359684.000000 Penalty: 5907.107910
	Iteration 46Q: 3 clusters Score -1.335968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13359686.000000 Penalty: 5907.107910
	Iteration 47Q: 3 clusters Score -1.335969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147441 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13359697.000000 Penalty: 5907.107910
	Iteration 48Q: 3 clusters Score -1.33597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13359701.000000 Penalty: 5907.107910
	Iteration 49Q: 3 clusters Score -1.33597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147465 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13359707.000000 Penalty: 5907.107910
	Iteration 50Q: 3 clusters Score -1.335971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13359723.000000 Penalty: 5907.107910
	Iteration 51Q: 3 clusters Score -1.335972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13359703.000000 Penalty: 5907.107910
	Iteration 52Q: 3 clusters Score -1.33597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13359710.000000 Penalty: 5907.107910
	Iteration 53Q: 3 clusters Score -1.335971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147487 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13359717.000000 Penalty: 5907.107910
	Iteration 54Q: 3 clusters Score -1.335972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13359722.000000 Penalty: 5907.107910
	Iteration 55Q: 3 clusters Score -1.335972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147498 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13359739.000000 Penalty: 5907.107910
	Iteration 56Q: 3 clusters Score -1.335974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13359736.000000 Penalty: 5907.107910
	Iteration 57Q: 3 clusters Score -1.335974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13359732.000000 Penalty: 5907.107910
	Iteration 58Q: 3 clusters Score -1.335973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13359740.000000 Penalty: 5907.107910
	Iteration 59Q: 3 clusters Score -1.335974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13359744.000000 Penalty: 5907.107910
	Iteration 60F: 3 clusters Score -1.335974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13359745.000000 Penalty: 5907.107910
	Iteration 61Q: 3 clusters Score -1.335974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13359745.000000 Penalty: 5907.107910
	Iteration 62Q: 3 clusters Score -1.335974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13359752.000000 Penalty: 5907.107910
	Iteration 63Q: 3 clusters Score -1.335975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13359750.000000 Penalty: 5907.107910
	Iteration 64Q: 3 clusters Score -1.335975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13359750.000000 Penalty: 5907.107910
	Iteration 65F: 3 clusters Score -1.335975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Entering Unmasked Estep 
Score: -1441541.000000 Penalty: 2437.920654
	Iteration 0F: 2 clusters Score -1441541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1428563.125000 Penalty: 4875.841309
	Iteration 0F: 3 clusters Score -1428563 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1433982.375000 Penalty: 4875.841309
	Iteration 1F: 3 clusters Score -1433982 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1436491.625000 Penalty: 4875.841309
	Iteration 2F: 3 clusters Score -1436492 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1439473.000000 Penalty: 4875.841309
	Iteration 3F: 3 clusters Score -1439473 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1441947.125000 Penalty: 4875.841309
	Iteration 4F: 3 clusters Score -1441947 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1443650.375000 Penalty: 4875.841309
	Iteration 5F: 3 clusters Score -1443650 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1444796.250000 Penalty: 4875.841309
	Iteration 6F: 3 clusters Score -1444796 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1445695.750000 Penalty: 4875.841309
	Iteration 7Q: 3 clusters Score -1445696 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1446441.500000 Penalty: 4875.841309
	Iteration 8Q: 3 clusters Score -1446442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1446988.000000 Penalty: 4875.841309
	Iteration 9Q: 3 clusters Score -1446988 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1447288.000000 Penalty: 4875.841309
	Iteration 10Q: 3 clusters Score -1447288 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1447437.750000 Penalty: 4875.841309
	Iteration 11Q: 3 clusters Score -1447438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1447520.250000 Penalty: 4875.841309
	Iteration 12Q: 3 clusters Score -1447520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1447564.750000 Penalty: 4875.841309
	Iteration 13Q: 3 clusters Score -1447565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1447579.500000 Penalty: 4875.841309
	Iteration 14Q: 3 clusters Score -1447580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1447593.375000 Penalty: 4875.841309
	Iteration 15Q: 3 clusters Score -1447593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1447599.375000 Penalty: 4875.841309
	Iteration 16Q: 3 clusters Score -1447599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1447608.000000 Penalty: 4875.841309
	Iteration 17Q: 3 clusters Score -1447608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1447613.125000 Penalty: 4875.841309
	Iteration 18Q: 3 clusters Score -1447613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1447616.500000 Penalty: 4875.841309
	Iteration 19Q: 3 clusters Score -1447616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1447632.500000 Penalty: 4875.841309
	Iteration 20F: 3 clusters Score -1447632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1447639.125000 Penalty: 4875.841309
	Iteration 21Q: 3 clusters Score -1447639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1447639.625000 Penalty: 4875.841309
	Iteration 22Q: 3 clusters Score -1447640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1447645.500000 Penalty: 4875.841309
	Iteration 23Q: 3 clusters Score -1447646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1447652.125000 Penalty: 4875.841309
	Iteration 24Q: 3 clusters Score -1447652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1447655.125000 Penalty: 4875.841309
	Iteration 25Q: 3 clusters Score -1447655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1447656.500000 Penalty: 4875.841309
	Iteration 26Q: 3 clusters Score -1447656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1447662.375000 Penalty: 4875.841309
	Iteration 27Q: 3 clusters Score -1447662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1447660.750000 Penalty: 4875.841309
	Iteration 28Q: 3 clusters Score -1447661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1447663.125000 Penalty: 4875.841309
	Iteration 29Q: 3 clusters Score -1447663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1447663.000000 Penalty: 4875.841309
	Iteration 30Q: 3 clusters Score -1447663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1447662.125000 Penalty: 4875.841309
	Iteration 31Q: 3 clusters Score -1447662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1447663.000000 Penalty: 4875.841309
	Iteration 32Q: 3 clusters Score -1447663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1447663.375000 Penalty: 4875.841309
	Iteration 33Q: 3 clusters Score -1447663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1447661.750000 Penalty: 4875.841309
	Iteration 34Q: 3 clusters Score -1447662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1447663.125000 Penalty: 4875.841309
	Iteration 35Q: 3 clusters Score -1447663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1447665.500000 Penalty: 4875.841309
	Iteration 36Q: 3 clusters Score -1447666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1447665.500000 Penalty: 4875.841309
	Iteration 37F: 3 clusters Score -1447666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 8 contains 23507 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 38834 members 
Mstep: Class 29 contains 12057 members 
Entering Unmasked Estep 
Score: -146352560.000000 Penalty: 103200.492188
Splitting cluster 23 changes total score from -146330560.000000 to -146352560.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -618850.062500 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -618850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -613262.250000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -613262.2 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -614696.500000 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -614696.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -614931.062500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -614931.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -615078.187500 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -615078.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -615181.000000 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -615181 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -615263.375000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -615263.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -615331.250000 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -615331.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -615393.437500 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -615393.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -615458.812500 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -615458.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -615535.750000 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -615535.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -615627.812500 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -615627.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -615730.625000 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -615730.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -615838.250000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -615838.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -615930.937500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -615930.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -616031.062500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -616031.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -616140.062500 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -616140.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -616254.500000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -616254.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -616376.250000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -616376.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -616455.375000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -616455.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -616533.250000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -616533.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -616594.187500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -616594.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -616652.812500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -616652.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -616698.125000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -616698.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -616739.500000 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -616739.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -616754.625000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -616754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -616772.187500 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -616772.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -616794.687500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -616794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -616805.937500 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -616805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -616821.500000 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -616821.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -616835.500000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -616835.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -616847.812500 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -616847.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -616857.562500 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -616857.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -616869.750000 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -616869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -616875.812500 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -616875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -616877.875000 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -616877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -616880.437500 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -616880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -616880.437500 Penalty: 4367.168457
	Iteration 36F: 3 clusters Score -616880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 66489 members 
Mstep: Class 3 contains 278537 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 517579 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 128791 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 14 contains 14216 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 220557 members 
Mstep: Class 22 contains 148671 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146364688.000000 Penalty: 103200.492188
Iteration 39Q: 30 clusters Score -1.463647e+08 nChanged 25152
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 65817 members 
Mstep: Class 3 contains 278967 members 
Mstep: Class 4 contains 16558 members 
Mstep: Class 5 contains 46433 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 516207 members 
Mstep: Class 8 contains 22440 members 
Mstep: Class 9 contains 32796 members 
Mstep: Class 10 contains 20407 members 
Mstep: Class 11 contains 128766 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 14032 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 39941 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 18 contains 18903 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 220284 members 
Mstep: Class 22 contains 148945 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 6605 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 6159 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 38360 members 
Mstep: Class 29 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146382400.000000 Penalty: 103200.492188
Iteration 40F: 30 clusters Score -1.463824e+08 nChanged 22888
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 62261 members 
Mstep: Class 3 contains 275962 members 
Mstep: Class 4 contains 17245 members 
Mstep: Class 5 contains 47794 members 
Mstep: Class 6 contains 21539 members 
Mstep: Class 7 contains 513945 members 
Mstep: Class 8 contains 26615 members 
Mstep: Class 9 contains 32934 members 
Mstep: Class 10 contains 20468 members 
Mstep: Class 11 contains 128742 members 
Mstep: Class 12 contains 15317 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 8826 members 
Mstep: Class 18 contains 20025 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 219508 members 
Mstep: Class 22 contains 148973 members 
Mstep: Class 23 contains 6596 members 
Mstep: Class 24 contains 6585 members 
Mstep: Class 25 contains 3446 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 4791 members 
Mstep: Class 28 contains 38845 members 
Mstep: Class 29 contains 12552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146393664.000000 Penalty: 103200.492188
Iteration 41Q: 30 clusters Score -1.463937e+08 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 59037 members 
Mstep: Class 3 contains 273086 members 
Mstep: Class 4 contains 18022 members 
Mstep: Class 5 contains 49191 members 
Mstep: Class 6 contains 21658 members 
Mstep: Class 7 contains 512003 members 
Mstep: Class 8 contains 30633 members 
Mstep: Class 9 contains 33179 members 
Mstep: Class 10 contains 20576 members 
Mstep: Class 11 contains 128700 members 
Mstep: Class 12 contains 15298 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 39155 members 
Mstep: Class 17 contains 9447 members 
Mstep: Class 18 contains 20899 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 218823 members 
Mstep: Class 22 contains 149076 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 6524 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6328 members 
Mstep: Class 27 contains 4863 members 
Mstep: Class 28 contains 39002 members 
Mstep: Class 29 contains 12906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146401216.000000 Penalty: 103200.492188
Iteration 42Q: 30 clusters Score -1.464012e+08 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 56222 members 
Mstep: Class 3 contains 270203 members 
Mstep: Class 4 contains 18847 members 
Mstep: Class 5 contains 50634 members 
Mstep: Class 6 contains 21768 members 
Mstep: Class 7 contains 510187 members 
Mstep: Class 8 contains 34470 members 
Mstep: Class 9 contains 33474 members 
Mstep: Class 10 contains 20681 members 
Mstep: Class 11 contains 128677 members 
Mstep: Class 12 contains 15324 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 14157 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 16 contains 38776 members 
Mstep: Class 17 contains 9937 members 
Mstep: Class 18 contains 21663 members 
Mstep: Class 19 contains 312 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 218171 members 
Mstep: Class 22 contains 149176 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 6386 members 
Mstep: Class 27 contains 4935 members 
Mstep: Class 28 contains 38941 members 
Mstep: Class 29 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146406304.000000 Penalty: 103200.492188
Iteration 43Q: 30 clusters Score -1.464063e+08 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 53799 members 
Mstep: Class 3 contains 267253 members 
Mstep: Class 4 contains 19698 members 
Mstep: Class 5 contains 52060 members 
Mstep: Class 6 contains 21843 members 
Mstep: Class 7 contains 508459 members 
Mstep: Class 8 contains 38211 members 
Mstep: Class 9 contains 33793 members 
Mstep: Class 10 contains 20773 members 
Mstep: Class 11 contains 128628 members 
Mstep: Class 12 contains 15331 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 14221 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 38375 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 22296 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 1708 members 
Mstep: Class 21 contains 217588 members 
Mstep: Class 22 contains 149325 members 
Mstep: Class 23 contains 6177 members 
Mstep: Class 24 contains 6457 members 
Mstep: Class 25 contains 3592 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 5011 members 
Mstep: Class 28 contains 38742 members 
Mstep: Class 29 contains 13547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146410544.000000 Penalty: 103200.492188
Iteration 44Q: 30 clusters Score -1.464105e+08 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 51692 members 
Mstep: Class 3 contains 264256 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 53474 members 
Mstep: Class 6 contains 21890 members 
Mstep: Class 7 contains 507014 members 
Mstep: Class 8 contains 41781 members 
Mstep: Class 9 contains 34060 members 
Mstep: Class 10 contains 20864 members 
Mstep: Class 11 contains 128551 members 
Mstep: Class 12 contains 15337 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 14281 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 38026 members 
Mstep: Class 17 contains 10716 members 
Mstep: Class 18 contains 22873 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 1727 members 
Mstep: Class 21 contains 216991 members 
Mstep: Class 22 contains 149458 members 
Mstep: Class 23 contains 6097 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 3612 members 
Mstep: Class 26 contains 6482 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 38449 members 
Mstep: Class 29 contains 13850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146414480.000000 Penalty: 103200.492188
Iteration 45Q: 30 clusters Score -1.464145e+08 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 49832 members 
Mstep: Class 3 contains 261498 members 
Mstep: Class 4 contains 21369 members 
Mstep: Class 5 contains 54848 members 
Mstep: Class 6 contains 21915 members 
Mstep: Class 7 contains 505696 members 
Mstep: Class 8 contains 45021 members 
Mstep: Class 9 contains 34335 members 
Mstep: Class 10 contains 20943 members 
Mstep: Class 11 contains 128453 members 
Mstep: Class 12 contains 15347 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 3138 members 
Mstep: Class 16 contains 37742 members 
Mstep: Class 17 contains 10991 members 
Mstep: Class 18 contains 23409 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 216369 members 
Mstep: Class 22 contains 149607 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 3625 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 5168 members 
Mstep: Class 28 contains 38074 members 
Mstep: Class 29 contains 14178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146417680.000000 Penalty: 103200.492188
Iteration 46Q: 30 clusters Score -1.464177e+08 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 48324 members 
Mstep: Class 3 contains 258875 members 
Mstep: Class 4 contains 22159 members 
Mstep: Class 5 contains 56211 members 
Mstep: Class 6 contains 21948 members 
Mstep: Class 7 contains 504359 members 
Mstep: Class 8 contains 47856 members 
Mstep: Class 9 contains 34631 members 
Mstep: Class 10 contains 21024 members 
Mstep: Class 11 contains 128335 members 
Mstep: Class 12 contains 15364 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 23926 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 215811 members 
Mstep: Class 22 contains 149753 members 
Mstep: Class 23 contains 6026 members 
Mstep: Class 24 contains 6306 members 
Mstep: Class 25 contains 3624 members 
Mstep: Class 26 contains 6538 members 
Mstep: Class 27 contains 5251 members 
Mstep: Class 28 contains 37689 members 
Mstep: Class 29 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146419344.000000 Penalty: 103200.492188
Iteration 47Q: 30 clusters Score -1.464193e+08 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 47080 members 
Mstep: Class 3 contains 256328 members 
Mstep: Class 4 contains 22927 members 
Mstep: Class 5 contains 57546 members 
Mstep: Class 6 contains 21981 members 
Mstep: Class 7 contains 503142 members 
Mstep: Class 8 contains 50301 members 
Mstep: Class 9 contains 34908 members 
Mstep: Class 10 contains 21111 members 
Mstep: Class 11 contains 128194 members 
Mstep: Class 12 contains 15370 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 14474 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 37286 members 
Mstep: Class 17 contains 11474 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 215347 members 
Mstep: Class 22 contains 149906 members 
Mstep: Class 23 contains 6020 members 
Mstep: Class 24 contains 6251 members 
Mstep: Class 25 contains 3621 members 
Mstep: Class 26 contains 6563 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 37268 members 
Mstep: Class 29 contains 14706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146420608.000000 Penalty: 103200.492188
Iteration 48Q: 30 clusters Score -1.464206e+08 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 46116 members 
Mstep: Class 3 contains 254002 members 
Mstep: Class 4 contains 23642 members 
Mstep: Class 5 contains 58833 members 
Mstep: Class 6 contains 21984 members 
Mstep: Class 7 contains 502042 members 
Mstep: Class 8 contains 52290 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 21205 members 
Mstep: Class 11 contains 128036 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 14512 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 37131 members 
Mstep: Class 17 contains 11699 members 
Mstep: Class 18 contains 24737 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 214927 members 
Mstep: Class 22 contains 150101 members 
Mstep: Class 23 contains 6017 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 3613 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 5417 members 
Mstep: Class 28 contains 36822 members 
Mstep: Class 29 contains 14951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146420832.000000 Penalty: 103200.492188
Iteration 49Q: 30 clusters Score -1.464208e+08 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 45384 members 
Mstep: Class 3 contains 251736 members 
Mstep: Class 4 contains 24334 members 
Mstep: Class 5 contains 60023 members 
Mstep: Class 6 contains 21988 members 
Mstep: Class 7 contains 501107 members 
Mstep: Class 8 contains 53908 members 
Mstep: Class 9 contains 35519 members 
Mstep: Class 10 contains 21312 members 
Mstep: Class 11 contains 127862 members 
Mstep: Class 12 contains 15394 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 36993 members 
Mstep: Class 17 contains 11902 members 
Mstep: Class 18 contains 25005 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 214593 members 
Mstep: Class 22 contains 150295 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6139 members 
Mstep: Class 25 contains 3608 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 5523 members 
Mstep: Class 28 contains 36407 members 
Mstep: Class 29 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146421296.000000 Penalty: 103200.492188
Iteration 50Q: 30 clusters Score -1.464213e+08 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 44862 members 
Mstep: Class 3 contains 249615 members 
Mstep: Class 4 contains 25019 members 
Mstep: Class 5 contains 61248 members 
Mstep: Class 6 contains 21996 members 
Mstep: Class 7 contains 500234 members 
Mstep: Class 8 contains 55158 members 
Mstep: Class 9 contains 35842 members 
Mstep: Class 10 contains 21390 members 
Mstep: Class 11 contains 127700 members 
Mstep: Class 12 contains 15403 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 36876 members 
Mstep: Class 17 contains 12086 members 
Mstep: Class 18 contains 25236 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 214313 members 
Mstep: Class 22 contains 150446 members 
Mstep: Class 23 contains 6025 members 
Mstep: Class 24 contains 6115 members 
Mstep: Class 25 contains 3594 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 5644 members 
Mstep: Class 28 contains 35982 members 
Mstep: Class 29 contains 15308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146422016.000000 Penalty: 103200.492188
Iteration 51Q: 30 clusters Score -1.46422e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 44432 members 
Mstep: Class 3 contains 247705 members 
Mstep: Class 4 contains 25645 members 
Mstep: Class 5 contains 62460 members 
Mstep: Class 6 contains 22005 members 
Mstep: Class 7 contains 499443 members 
Mstep: Class 8 contains 56136 members 
Mstep: Class 9 contains 36157 members 
Mstep: Class 10 contains 21469 members 
Mstep: Class 11 contains 127548 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 13 contains 3584 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 3325 members 
Mstep: Class 16 contains 36780 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 25418 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 214015 members 
Mstep: Class 22 contains 150601 members 
Mstep: Class 23 contains 6038 members 
Mstep: Class 24 contains 6051 members 
Mstep: Class 25 contains 3588 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 35542 members 
Mstep: Class 29 contains 15467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146422688.000000 Penalty: 103200.492188
Iteration 52Q: 30 clusters Score -1.464227e+08 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 44084 members 
Mstep: Class 3 contains 245775 members 
Mstep: Class 4 contains 26249 members 
Mstep: Class 5 contains 63648 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 498632 members 
Mstep: Class 8 contains 56943 members 
Mstep: Class 9 contains 36534 members 
Mstep: Class 10 contains 21562 members 
Mstep: Class 11 contains 127422 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 3359 members 
Mstep: Class 16 contains 36702 members 
Mstep: Class 17 contains 12457 members 
Mstep: Class 18 contains 25587 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 1804 members 
Mstep: Class 21 contains 213736 members 
Mstep: Class 22 contains 150728 members 
Mstep: Class 23 contains 6054 members 
Mstep: Class 24 contains 6013 members 
Mstep: Class 25 contains 3578 members 
Mstep: Class 26 contains 6643 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 35151 members 
Mstep: Class 29 contains 15605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146423824.000000 Penalty: 103200.492188
Iteration 53Q: 30 clusters Score -1.464238e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 43793 members 
Mstep: Class 3 contains 243907 members 
Mstep: Class 4 contains 26856 members 
Mstep: Class 5 contains 64792 members 
Mstep: Class 6 contains 22032 members 
Mstep: Class 7 contains 497920 members 
Mstep: Class 8 contains 57560 members 
Mstep: Class 9 contains 36940 members 
Mstep: Class 10 contains 21646 members 
Mstep: Class 11 contains 127290 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 14751 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 36675 members 
Mstep: Class 17 contains 12630 members 
Mstep: Class 18 contains 25735 members 
Mstep: Class 19 contains 312 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 213445 members 
Mstep: Class 22 contains 150838 members 
Mstep: Class 23 contains 6070 members 
Mstep: Class 24 contains 5978 members 
Mstep: Class 25 contains 3570 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 15729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146424144.000000 Penalty: 103200.492188
Iteration 54Q: 30 clusters Score -1.464241e+08 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 43558 members 
Mstep: Class 3 contains 242199 members 
Mstep: Class 4 contains 27409 members 
Mstep: Class 5 contains 65874 members 
Mstep: Class 6 contains 22051 members 
Mstep: Class 7 contains 497216 members 
Mstep: Class 8 contains 58040 members 
Mstep: Class 9 contains 37300 members 
Mstep: Class 10 contains 21764 members 
Mstep: Class 11 contains 127133 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 14782 members 
Mstep: Class 15 contains 3432 members 
Mstep: Class 16 contains 36669 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 25794 members 
Mstep: Class 19 contains 312 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 213185 members 
Mstep: Class 22 contains 150957 members 
Mstep: Class 23 contains 6075 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 3568 members 
Mstep: Class 26 contains 6664 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 34437 members 
Mstep: Class 29 contains 15854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146425328.000000 Penalty: 103200.492188
Iteration 55Q: 30 clusters Score -1.464253e+08 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 43335 members 
Mstep: Class 3 contains 240567 members 
Mstep: Class 4 contains 27938 members 
Mstep: Class 5 contains 66914 members 
Mstep: Class 6 contains 22072 members 
Mstep: Class 7 contains 496592 members 
Mstep: Class 8 contains 58460 members 
Mstep: Class 9 contains 37661 members 
Mstep: Class 10 contains 21885 members 
Mstep: Class 11 contains 126969 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 14796 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 36649 members 
Mstep: Class 17 contains 12936 members 
Mstep: Class 18 contains 25825 members 
Mstep: Class 19 contains 312 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 212924 members 
Mstep: Class 22 contains 151065 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 5958 members 
Mstep: Class 25 contains 3566 members 
Mstep: Class 26 contains 6670 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 34096 members 
Mstep: Class 29 contains 15953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146426128.000000 Penalty: 103200.492188
Iteration 56Q: 30 clusters Score -1.464261e+08 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 43139 members 
Mstep: Class 3 contains 239078 members 
Mstep: Class 4 contains 28414 members 
Mstep: Class 5 contains 67975 members 
Mstep: Class 6 contains 22094 members 
Mstep: Class 7 contains 495922 members 
Mstep: Class 8 contains 58821 members 
Mstep: Class 9 contains 37973 members 
Mstep: Class 10 contains 21970 members 
Mstep: Class 11 contains 126826 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 14782 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 36628 members 
Mstep: Class 17 contains 13096 members 
Mstep: Class 18 contains 25886 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 1812 members 
Mstep: Class 21 contains 212662 members 
Mstep: Class 22 contains 151161 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 3563 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 6972 members 
Mstep: Class 28 contains 33778 members 
Mstep: Class 29 contains 16035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146426816.000000 Penalty: 103200.492188
Iteration 57Q: 30 clusters Score -1.464268e+08 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 43016 members 
Mstep: Class 3 contains 237660 members 
Mstep: Class 4 contains 28866 members 
Mstep: Class 5 contains 69009 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 495254 members 
Mstep: Class 8 contains 59159 members 
Mstep: Class 9 contains 38266 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 126677 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 14761 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 36618 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 1816 members 
Mstep: Class 21 contains 212338 members 
Mstep: Class 22 contains 151256 members 
Mstep: Class 23 contains 6100 members 
Mstep: Class 24 contains 5948 members 
Mstep: Class 25 contains 3559 members 
Mstep: Class 26 contains 6702 members 
Mstep: Class 27 contains 7290 members 
Mstep: Class 28 contains 33479 members 
Mstep: Class 29 contains 16118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146427648.000000 Penalty: 103200.492188
Iteration 58Q: 30 clusters Score -1.464276e+08 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 42901 members 
Mstep: Class 3 contains 236246 members 
Mstep: Class 4 contains 29340 members 
Mstep: Class 5 contains 69957 members 
Mstep: Class 6 contains 22125 members 
Mstep: Class 7 contains 494647 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 38578 members 
Mstep: Class 10 contains 22173 members 
Mstep: Class 11 contains 126513 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 3587 members 
Mstep: Class 14 contains 14763 members 
Mstep: Class 15 contains 3546 members 
Mstep: Class 16 contains 36616 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 18 contains 26009 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 212032 members 
Mstep: Class 22 contains 151346 members 
Mstep: Class 23 contains 6111 members 
Mstep: Class 24 contains 5953 members 
Mstep: Class 25 contains 3546 members 
Mstep: Class 26 contains 6742 members 
Mstep: Class 27 contains 7536 members 
Mstep: Class 28 contains 33200 members 
Mstep: Class 29 contains 16221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146427568.000000 Penalty: 103200.492188
Iteration 59Q: 30 clusters Score -1.464276e+08 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 42788 members 
Mstep: Class 3 contains 234949 members 
Mstep: Class 4 contains 29788 members 
Mstep: Class 5 contains 70925 members 
Mstep: Class 6 contains 22148 members 
Mstep: Class 7 contains 494051 members 
Mstep: Class 8 contains 59656 members 
Mstep: Class 9 contains 38848 members 
Mstep: Class 10 contains 22274 members 
Mstep: Class 11 contains 126332 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 3586 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 36628 members 
Mstep: Class 17 contains 13553 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 211752 members 
Mstep: Class 22 contains 151420 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6787 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 32922 members 
Mstep: Class 29 contains 16336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146429168.000000 Penalty: 103200.492188
Iteration 60F: 30 clusters Score -1.464292e+08 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 42398 members 
Mstep: Class 3 contains 233481 members 
Mstep: Class 4 contains 30177 members 
Mstep: Class 5 contains 71848 members 
Mstep: Class 6 contains 22181 members 
Mstep: Class 7 contains 493399 members 
Mstep: Class 8 contains 60510 members 
Mstep: Class 9 contains 39167 members 
Mstep: Class 10 contains 22379 members 
Mstep: Class 11 contains 126175 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 14 contains 14724 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 36623 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 26182 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 211513 members 
Mstep: Class 22 contains 151478 members 
Mstep: Class 23 contains 6108 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 7798 members 
Mstep: Class 28 contains 32650 members 
Mstep: Class 29 contains 16429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146430464.000000 Penalty: 103200.492188
Iteration 61Q: 30 clusters Score -1.464305e+08 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 42099 members 
Mstep: Class 3 contains 232094 members 
Mstep: Class 4 contains 30581 members 
Mstep: Class 5 contains 72823 members 
Mstep: Class 6 contains 22237 members 
Mstep: Class 7 contains 492593 members 
Mstep: Class 8 contains 61270 members 
Mstep: Class 9 contains 39465 members 
Mstep: Class 10 contains 22467 members 
Mstep: Class 11 contains 126068 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 36612 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 26255 members 
Mstep: Class 19 contains 316 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 211269 members 
Mstep: Class 22 contains 151534 members 
Mstep: Class 23 contains 6092 members 
Mstep: Class 24 contains 5961 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 7893 members 
Mstep: Class 28 contains 32388 members 
Mstep: Class 29 contains 16543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146430912.000000 Penalty: 103200.492188
Iteration 62Q: 30 clusters Score -1.464309e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 41872 members 
Mstep: Class 3 contains 230837 members 
Mstep: Class 4 contains 30925 members 
Mstep: Class 5 contains 73763 members 
Mstep: Class 6 contains 22289 members 
Mstep: Class 7 contains 491788 members 
Mstep: Class 8 contains 61921 members 
Mstep: Class 9 contains 39726 members 
Mstep: Class 10 contains 22566 members 
Mstep: Class 11 contains 125952 members 
Mstep: Class 12 contains 15424 members 
Mstep: Class 13 contains 3563 members 
Mstep: Class 14 contains 14750 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 36594 members 
Mstep: Class 17 contains 13898 members 
Mstep: Class 18 contains 26307 members 
Mstep: Class 19 contains 312 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 211073 members 
Mstep: Class 22 contains 151579 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 5957 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 32148 members 
Mstep: Class 29 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146431568.000000 Penalty: 103200.492188
Iteration 63Q: 30 clusters Score -1.464316e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 41668 members 
Mstep: Class 3 contains 229612 members 
Mstep: Class 4 contains 31279 members 
Mstep: Class 5 contains 74692 members 
Mstep: Class 6 contains 22337 members 
Mstep: Class 7 contains 491022 members 
Mstep: Class 8 contains 62480 members 
Mstep: Class 9 contains 39960 members 
Mstep: Class 10 contains 22660 members 
Mstep: Class 11 contains 125862 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 14760 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 36562 members 
Mstep: Class 17 contains 14024 members 
Mstep: Class 18 contains 26333 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 210971 members 
Mstep: Class 22 contains 151630 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 5971 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 6989 members 
Mstep: Class 27 contains 8063 members 
Mstep: Class 28 contains 31914 members 
Mstep: Class 29 contains 16733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146431616.000000 Penalty: 103200.492188
Iteration 64Q: 30 clusters Score -1.464316e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 41498 members 
Mstep: Class 3 contains 228409 members 
Mstep: Class 4 contains 31619 members 
Mstep: Class 5 contains 75627 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 490229 members 
Mstep: Class 8 contains 62970 members 
Mstep: Class 9 contains 40192 members 
Mstep: Class 10 contains 22750 members 
Mstep: Class 11 contains 125755 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 14782 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 36545 members 
Mstep: Class 17 contains 14139 members 
Mstep: Class 18 contains 26372 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 210883 members 
Mstep: Class 22 contains 151702 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 5991 members 
Mstep: Class 25 contains 3505 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 8127 members 
Mstep: Class 28 contains 31704 members 
Mstep: Class 29 contains 16813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146431856.000000 Penalty: 103200.492188
Iteration 65Q: 30 clusters Score -1.464319e+08 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 41369 members 
Mstep: Class 3 contains 227303 members 
Mstep: Class 4 contains 31944 members 
Mstep: Class 5 contains 76561 members 
Mstep: Class 6 contains 22443 members 
Mstep: Class 7 contains 489440 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 40390 members 
Mstep: Class 10 contains 22827 members 
Mstep: Class 11 contains 125675 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 14 contains 14780 members 
Mstep: Class 15 contains 3817 members 
Mstep: Class 16 contains 36528 members 
Mstep: Class 17 contains 14239 members 
Mstep: Class 18 contains 26396 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 210820 members 
Mstep: Class 22 contains 151751 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 6010 members 
Mstep: Class 25 contains 3503 members 
Mstep: Class 26 contains 7054 members 
Mstep: Class 27 contains 8196 members 
Mstep: Class 28 contains 31476 members 
Mstep: Class 29 contains 16897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146432064.000000 Penalty: 103200.492188
Iteration 66Q: 30 clusters Score -1.464321e+08 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 41237 members 
Mstep: Class 3 contains 226296 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 77442 members 
Mstep: Class 6 contains 22496 members 
Mstep: Class 7 contains 488680 members 
Mstep: Class 8 contains 63750 members 
Mstep: Class 9 contains 40596 members 
Mstep: Class 10 contains 22904 members 
Mstep: Class 11 contains 125608 members 
Mstep: Class 12 contains 15433 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 16 contains 36492 members 
Mstep: Class 17 contains 14345 members 
Mstep: Class 18 contains 26387 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1856 members 
Mstep: Class 21 contains 210749 members 
Mstep: Class 22 contains 151799 members 
Mstep: Class 23 contains 6056 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 3495 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 8260 members 
Mstep: Class 28 contains 31272 members 
Mstep: Class 29 contains 16964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146432416.000000 Penalty: 103200.492188
Iteration 67Q: 30 clusters Score -1.464324e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 41077 members 
Mstep: Class 3 contains 225324 members 
Mstep: Class 4 contains 32523 members 
Mstep: Class 5 contains 78299 members 
Mstep: Class 6 contains 22578 members 
Mstep: Class 7 contains 487917 members 
Mstep: Class 8 contains 64060 members 
Mstep: Class 9 contains 40824 members 
Mstep: Class 10 contains 22981 members 
Mstep: Class 11 contains 125555 members 
Mstep: Class 12 contains 15447 members 
Mstep: Class 13 contains 3455 members 
Mstep: Class 14 contains 14892 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 36451 members 
Mstep: Class 17 contains 14434 members 
Mstep: Class 18 contains 26357 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 210664 members 
Mstep: Class 22 contains 151870 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 3493 members 
Mstep: Class 26 contains 7103 members 
Mstep: Class 27 contains 8315 members 
Mstep: Class 28 contains 31050 members 
Mstep: Class 29 contains 17084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146432704.000000 Penalty: 103200.492188
Iteration 68Q: 30 clusters Score -1.464327e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 40911 members 
Mstep: Class 3 contains 224379 members 
Mstep: Class 4 contains 32767 members 
Mstep: Class 5 contains 79125 members 
Mstep: Class 6 contains 22667 members 
Mstep: Class 7 contains 487097 members 
Mstep: Class 8 contains 64324 members 
Mstep: Class 9 contains 41066 members 
Mstep: Class 10 contains 23071 members 
Mstep: Class 11 contains 125521 members 
Mstep: Class 12 contains 15454 members 
Mstep: Class 13 contains 3457 members 
Mstep: Class 14 contains 14968 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 36433 members 
Mstep: Class 17 contains 14508 members 
Mstep: Class 18 contains 26337 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 210605 members 
Mstep: Class 22 contains 151928 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 3490 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8371 members 
Mstep: Class 28 contains 30866 members 
Mstep: Class 29 contains 17199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146434032.000000 Penalty: 103200.492188
Iteration 69Q: 30 clusters Score -1.46434e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 40750 members 
Mstep: Class 3 contains 223466 members 
Mstep: Class 4 contains 33005 members 
Mstep: Class 5 contains 79962 members 
Mstep: Class 6 contains 22775 members 
Mstep: Class 7 contains 486334 members 
Mstep: Class 8 contains 64582 members 
Mstep: Class 9 contains 41293 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 11 contains 125460 members 
Mstep: Class 12 contains 15461 members 
Mstep: Class 13 contains 3456 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 36418 members 
Mstep: Class 17 contains 14583 members 
Mstep: Class 18 contains 26311 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1868 members 
Mstep: Class 21 contains 210537 members 
Mstep: Class 22 contains 151973 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 3490 members 
Mstep: Class 26 contains 7132 members 
Mstep: Class 27 contains 8425 members 
Mstep: Class 28 contains 30696 members 
Mstep: Class 29 contains 17306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146434864.000000 Penalty: 103200.492188
Iteration 70Q: 30 clusters Score -1.464349e+08 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 40613 members 
Mstep: Class 3 contains 222606 members 
Mstep: Class 4 contains 33247 members 
Mstep: Class 5 contains 80805 members 
Mstep: Class 6 contains 22862 members 
Mstep: Class 7 contains 485529 members 
Mstep: Class 8 contains 64821 members 
Mstep: Class 9 contains 41497 members 
Mstep: Class 10 contains 23204 members 
Mstep: Class 11 contains 125422 members 
Mstep: Class 12 contains 15469 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 15133 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 36384 members 
Mstep: Class 17 contains 14654 members 
Mstep: Class 18 contains 26277 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 210451 members 
Mstep: Class 22 contains 152033 members 
Mstep: Class 23 contains 6004 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 3491 members 
Mstep: Class 26 contains 7150 members 
Mstep: Class 27 contains 8477 members 
Mstep: Class 28 contains 30533 members 
Mstep: Class 29 contains 17410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435440.000000 Penalty: 103200.492188
Iteration 71Q: 30 clusters Score -1.464354e+08 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 40472 members 
Mstep: Class 3 contains 221819 members 
Mstep: Class 4 contains 33470 members 
Mstep: Class 5 contains 81612 members 
Mstep: Class 6 contains 22909 members 
Mstep: Class 7 contains 484788 members 
Mstep: Class 8 contains 65070 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 23255 members 
Mstep: Class 11 contains 125392 members 
Mstep: Class 12 contains 15474 members 
Mstep: Class 13 contains 3580 members 
Mstep: Class 14 contains 15216 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 36350 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 26264 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1878 members 
Mstep: Class 21 contains 210379 members 
Mstep: Class 22 contains 152066 members 
Mstep: Class 23 contains 5977 members 
Mstep: Class 24 contains 6215 members 
Mstep: Class 25 contains 3492 members 
Mstep: Class 26 contains 7162 members 
Mstep: Class 27 contains 8532 members 
Mstep: Class 28 contains 30381 members 
Mstep: Class 29 contains 17479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435792.000000 Penalty: 103200.492188
Iteration 72Q: 30 clusters Score -1.464358e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 40350 members 
Mstep: Class 3 contains 221054 members 
Mstep: Class 4 contains 33678 members 
Mstep: Class 5 contains 82388 members 
Mstep: Class 6 contains 22951 members 
Mstep: Class 7 contains 483961 members 
Mstep: Class 8 contains 65273 members 
Mstep: Class 9 contains 41884 members 
Mstep: Class 10 contains 23297 members 
Mstep: Class 11 contains 125363 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 15329 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 36315 members 
Mstep: Class 17 contains 14756 members 
Mstep: Class 18 contains 26247 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 210367 members 
Mstep: Class 22 contains 152107 members 
Mstep: Class 23 contains 5946 members 
Mstep: Class 24 contains 6257 members 
Mstep: Class 25 contains 3492 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 8575 members 
Mstep: Class 28 contains 30259 members 
Mstep: Class 29 contains 17575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146435696.000000 Penalty: 103200.492188
Iteration 73Q: 30 clusters Score -1.464357e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 40208 members 
Mstep: Class 3 contains 220345 members 
Mstep: Class 4 contains 33882 members 
Mstep: Class 5 contains 83150 members 
Mstep: Class 6 contains 22982 members 
Mstep: Class 7 contains 483166 members 
Mstep: Class 8 contains 65453 members 
Mstep: Class 9 contains 42072 members 
Mstep: Class 10 contains 23330 members 
Mstep: Class 11 contains 125353 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 15464 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 36294 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 26233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1883 members 
Mstep: Class 21 contains 210352 members 
Mstep: Class 22 contains 152137 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 6317 members 
Mstep: Class 25 contains 3489 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 8617 members 
Mstep: Class 28 contains 30130 members 
Mstep: Class 29 contains 17656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436160.000000 Penalty: 103200.492188
Iteration 74Q: 30 clusters Score -1.464362e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 40080 members 
Mstep: Class 3 contains 219687 members 
Mstep: Class 4 contains 34078 members 
Mstep: Class 5 contains 83916 members 
Mstep: Class 6 contains 23005 members 
Mstep: Class 7 contains 482256 members 
Mstep: Class 8 contains 65609 members 
Mstep: Class 9 contains 42247 members 
Mstep: Class 10 contains 23372 members 
Mstep: Class 11 contains 125351 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 3790 members 
Mstep: Class 14 contains 15634 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 36283 members 
Mstep: Class 17 contains 14830 members 
Mstep: Class 18 contains 26234 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1891 members 
Mstep: Class 21 contains 210335 members 
Mstep: Class 22 contains 152185 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 3489 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 8651 members 
Mstep: Class 28 contains 29987 members 
Mstep: Class 29 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436512.000000 Penalty: 103200.492188
Iteration 75Q: 30 clusters Score -1.464365e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 39964 members 
Mstep: Class 3 contains 219037 members 
Mstep: Class 4 contains 34236 members 
Mstep: Class 5 contains 84674 members 
Mstep: Class 6 contains 23027 members 
Mstep: Class 7 contains 481345 members 
Mstep: Class 8 contains 65741 members 
Mstep: Class 9 contains 42411 members 
Mstep: Class 10 contains 23419 members 
Mstep: Class 11 contains 125360 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 15836 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 36244 members 
Mstep: Class 17 contains 14876 members 
Mstep: Class 18 contains 26235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 210352 members 
Mstep: Class 22 contains 152242 members 
Mstep: Class 23 contains 5832 members 
Mstep: Class 24 contains 6465 members 
Mstep: Class 25 contains 3489 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 29866 members 
Mstep: Class 29 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436576.000000 Penalty: 103200.492188
Iteration 76Q: 30 clusters Score -1.464366e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 39856 members 
Mstep: Class 3 contains 218365 members 
Mstep: Class 4 contains 34382 members 
Mstep: Class 5 contains 85443 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 480416 members 
Mstep: Class 8 contains 65873 members 
Mstep: Class 9 contains 42567 members 
Mstep: Class 10 contains 23457 members 
Mstep: Class 11 contains 125380 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 16071 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 36211 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 26243 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 210374 members 
Mstep: Class 22 contains 152278 members 
Mstep: Class 23 contains 5809 members 
Mstep: Class 24 contains 6513 members 
Mstep: Class 25 contains 3493 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 8727 members 
Mstep: Class 28 contains 29749 members 
Mstep: Class 29 contains 17851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146436848.000000 Penalty: 103200.492188
Iteration 77Q: 30 clusters Score -1.464368e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 39750 members 
Mstep: Class 3 contains 217748 members 
Mstep: Class 4 contains 34531 members 
Mstep: Class 5 contains 86202 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 479538 members 
Mstep: Class 8 contains 65994 members 
Mstep: Class 9 contains 42693 members 
Mstep: Class 10 contains 23510 members 
Mstep: Class 11 contains 125420 members 
Mstep: Class 12 contains 15492 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 16235 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 36170 members 
Mstep: Class 17 contains 14972 members 
Mstep: Class 18 contains 26250 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 210388 members 
Mstep: Class 22 contains 152314 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 6564 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 8756 members 
Mstep: Class 28 contains 29655 members 
Mstep: Class 29 contains 17905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437056.000000 Penalty: 103200.492188
Iteration 78Q: 30 clusters Score -1.464371e+08 nChanged 2857
Entering ConstructFrom: 
Score: -146437056.000000 Penalty: 103200.492188
Entering ConstructFrom: 
Trying to split cluster 1 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -546768.062500 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -546768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -541859.125000 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -541859.1 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -543050.187500 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -543050.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -543273.125000 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -543273.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -543389.125000 Penalty: 4283.829102
	Iteration 3Q: 3 clusters Score -543389.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -543463.187500 Penalty: 4283.829102
	Iteration 4Q: 3 clusters Score -543463.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -543519.000000 Penalty: 4283.829102
	Iteration 5Q: 3 clusters Score -543519 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -543564.875000 Penalty: 4283.829102
	Iteration 6Q: 3 clusters Score -543564.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -543600.125000 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -543600.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -543628.375000 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -543628.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -543658.812500 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -543658.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -543686.937500 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -543686.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -543710.625000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -543710.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -543736.187500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -543736.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -543756.500000 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -543756.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -543770.937500 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -543770.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -543781.125000 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -543781.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -543799.062500 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -543799.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -543812.125000 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -543812.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -543827.437500 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -543827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -543840.000000 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -543840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -543857.062500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -543857.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -543873.250000 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -543873.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -543891.937500 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -543891.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -543919.500000 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -543919.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -543945.312500 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -543945.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -543976.312500 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -543976.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -544010.250000 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -544010.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -544048.687500 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -544048.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -544082.250000 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -544082.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -544118.562500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -544118.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -544160.437500 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -544160.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -544212.750000 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -544212.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -544266.312500 Penalty: 4283.829102
	Iteration 32Q: 3 clusters Score -544266.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -544318.562500 Penalty: 4283.829102
	Iteration 33Q: 3 clusters Score -544318.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -544370.187500 Penalty: 4283.829102
	Iteration 34Q: 3 clusters Score -544370.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -544432.250000 Penalty: 4283.829102
	Iteration 35Q: 3 clusters Score -544432.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -544494.937500 Penalty: 4283.829102
	Iteration 36Q: 3 clusters Score -544494.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -544544.187500 Penalty: 4283.829102
	Iteration 37Q: 3 clusters Score -544544.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -544585.187500 Penalty: 4283.829102
	Iteration 38Q: 3 clusters Score -544585.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -544629.812500 Penalty: 4283.829102
	Iteration 39Q: 3 clusters Score -544629.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -544675.437500 Penalty: 4283.829102
	Iteration 40F: 3 clusters Score -544675.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -544723.500000 Penalty: 4283.829102
	Iteration 41Q: 3 clusters Score -544723.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -544762.562500 Penalty: 4283.829102
	Iteration 42Q: 3 clusters Score -544762.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -544782.500000 Penalty: 4283.829102
	Iteration 43Q: 3 clusters Score -544782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -544803.000000 Penalty: 4283.829102
	Iteration 44Q: 3 clusters Score -544803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -544817.250000 Penalty: 4283.829102
	Iteration 45Q: 3 clusters Score -544817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -544835.937500 Penalty: 4283.829102
	Iteration 46Q: 3 clusters Score -544835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -544848.250000 Penalty: 4283.829102
	Iteration 47Q: 3 clusters Score -544848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -544857.312500 Penalty: 4283.829102
	Iteration 48Q: 3 clusters Score -544857.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -544865.125000 Penalty: 4283.829102
	Iteration 49Q: 3 clusters Score -544865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -544872.187500 Penalty: 4283.829102
	Iteration 50Q: 3 clusters Score -544872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -544877.187500 Penalty: 4283.829102
	Iteration 51Q: 3 clusters Score -544877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -544882.437500 Penalty: 4283.829102
	Iteration 52Q: 3 clusters Score -544882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -544887.125000 Penalty: 4283.829102
	Iteration 53Q: 3 clusters Score -544887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -544891.125000 Penalty: 4283.829102
	Iteration 54Q: 3 clusters Score -544891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -544892.687500 Penalty: 4283.829102
	Iteration 55Q: 3 clusters Score -544892.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -544892.687500 Penalty: 4283.829102
	Iteration 56F: 3 clusters Score -544892.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Entering Unmasked Estep 
Score: -3414841.250000 Penalty: 2625.810791
	Iteration 0F: 2 clusters Score -3414841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3387758.000000 Penalty: 5251.621582
	Iteration 0F: 3 clusters Score -3387758 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3398169.250000 Penalty: 5251.621582
	Iteration 1F: 3 clusters Score -3398169 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3399135.250000 Penalty: 5251.621582
	Iteration 2F: 3 clusters Score -3399135 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3400339.500000 Penalty: 5251.621582
	Iteration 3F: 3 clusters Score -3400340 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3401827.250000 Penalty: 5251.621582
	Iteration 4F: 3 clusters Score -3401827 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3403541.500000 Penalty: 5251.621582
	Iteration 5F: 3 clusters Score -3403542 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3405358.750000 Penalty: 5251.621582
	Iteration 6F: 3 clusters Score -3405359 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3407042.750000 Penalty: 5251.621582
	Iteration 7F: 3 clusters Score -3407043 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3408245.250000 Penalty: 5251.621582
	Iteration 8F: 3 clusters Score -3408245 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3408843.250000 Penalty: 5251.621582
	Iteration 9Q: 3 clusters Score -3408843 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3409168.000000 Penalty: 5251.621582
	Iteration 10Q: 3 clusters Score -3409168 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3409364.250000 Penalty: 5251.621582
	Iteration 11Q: 3 clusters Score -3409364 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3409465.000000 Penalty: 5251.621582
	Iteration 12Q: 3 clusters Score -3409465 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3409573.750000 Penalty: 5251.621582
	Iteration 13Q: 3 clusters Score -3409574 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3409715.500000 Penalty: 5251.621582
	Iteration 14Q: 3 clusters Score -3409716 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3409865.750000 Penalty: 5251.621582
	Iteration 15Q: 3 clusters Score -3409866 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3409978.500000 Penalty: 5251.621582
	Iteration 16Q: 3 clusters Score -3409978 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3410114.750000 Penalty: 5251.621582
	Iteration 17Q: 3 clusters Score -3410115 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3410302.000000 Penalty: 5251.621582
	Iteration 18Q: 3 clusters Score -3410302 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3410526.250000 Penalty: 5251.621582
	Iteration 19Q: 3 clusters Score -3410526 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3410881.500000 Penalty: 5251.621582
	Iteration 20F: 3 clusters Score -3410882 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3411353.500000 Penalty: 5251.621582
	Iteration 21Q: 3 clusters Score -3411354 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3411937.750000 Penalty: 5251.621582
	Iteration 22Q: 3 clusters Score -3411938 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3412563.250000 Penalty: 5251.621582
	Iteration 23Q: 3 clusters Score -3412563 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3413179.500000 Penalty: 5251.621582
	Iteration 24Q: 3 clusters Score -3413180 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3413617.000000 Penalty: 5251.621582
	Iteration 25Q: 3 clusters Score -3413617 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3413860.750000 Penalty: 5251.621582
	Iteration 26Q: 3 clusters Score -3413861 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3413966.000000 Penalty: 5251.621582
	Iteration 27Q: 3 clusters Score -3413966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3414041.750000 Penalty: 5251.621582
	Iteration 28Q: 3 clusters Score -3414042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3414058.000000 Penalty: 5251.621582
	Iteration 29Q: 3 clusters Score -3414058 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3414062.250000 Penalty: 5251.621582
	Iteration 30Q: 3 clusters Score -3414062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3414080.000000 Penalty: 5251.621582
	Iteration 31Q: 3 clusters Score -3414080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3414083.250000 Penalty: 5251.621582
	Iteration 32Q: 3 clusters Score -3414083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3414082.000000 Penalty: 5251.621582
	Iteration 33Q: 3 clusters Score -3414082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3414078.750000 Penalty: 5251.621582
	Iteration 34Q: 3 clusters Score -3414079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3414086.250000 Penalty: 5251.621582
	Iteration 35Q: 3 clusters Score -3414086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3414082.250000 Penalty: 5251.621582
	Iteration 36Q: 3 clusters Score -3414082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3414084.500000 Penalty: 5251.621582
	Iteration 37Q: 3 clusters Score -3414084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3414085.250000 Penalty: 5251.621582
	Iteration 38Q: 3 clusters Score -3414085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3414091.500000 Penalty: 5251.621582
	Iteration 39Q: 3 clusters Score -3414092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3414092.750000 Penalty: 5251.621582
	Iteration 40F: 3 clusters Score -3414093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3414088.250000 Penalty: 5251.621582
	Iteration 41Q: 3 clusters Score -3414088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3414083.750000 Penalty: 5251.621582
	Iteration 42Q: 3 clusters Score -3414084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3414089.500000 Penalty: 5251.621582
	Iteration 43Q: 3 clusters Score -3414090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3414089.250000 Penalty: 5251.621582
	Iteration 44Q: 3 clusters Score -3414089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3414089.750000 Penalty: 5251.621582
	Iteration 45Q: 3 clusters Score -3414090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3414092.750000 Penalty: 5251.621582
	Iteration 46Q: 3 clusters Score -3414093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3414089.000000 Penalty: 5251.621582
	Iteration 47Q: 3 clusters Score -3414089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3414087.250000 Penalty: 5251.621582
	Iteration 48Q: 3 clusters Score -3414087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3414085.500000 Penalty: 5251.621582
	Iteration 49Q: 3 clusters Score -3414086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3414087.750000 Penalty: 5251.621582
	Iteration 50Q: 3 clusters Score -3414088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3414091.000000 Penalty: 5251.621582
	Iteration 51Q: 3 clusters Score -3414091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3414089.750000 Penalty: 5251.621582
	Iteration 52Q: 3 clusters Score -3414090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3414089.250000 Penalty: 5251.621582
	Iteration 53Q: 3 clusters Score -3414089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3414087.500000 Penalty: 5251.621582
	Iteration 54Q: 3 clusters Score -3414088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3414088.000000 Penalty: 5251.621582
	Iteration 55Q: 3 clusters Score -3414088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3414088.000000 Penalty: 5251.621582
	Iteration 56F: 3 clusters Score -3414088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (217159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217159 members 
Entering Unmasked Estep 
Score: -19084116.000000 Penalty: 3047.519531
	Iteration 0F: 2 clusters Score -1.908412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -18938530.000000 Penalty: 6095.039062
	Iteration 0F: 3 clusters Score -1.893853e+07 nChanged 104590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -18999274.000000 Penalty: 6095.039062
	Iteration 1F: 3 clusters Score -1.899927e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -19000492.000000 Penalty: 6095.039062
	Iteration 2Q: 3 clusters Score -1.900049e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117750 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -19001892.000000 Penalty: 6095.039062
	Iteration 3Q: 3 clusters Score -1.900189e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -19004294.000000 Penalty: 6095.039062
	Iteration 4Q: 3 clusters Score -1.900429e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130708 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -19008154.000000 Penalty: 6095.039062
	Iteration 5Q: 3 clusters Score -1.900815e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -19014610.000000 Penalty: 6095.039062
	Iteration 6F: 3 clusters Score -1.901461e+07 nChanged 15483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156758 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -19025566.000000 Penalty: 6095.039062
	Iteration 7F: 3 clusters Score -1.902557e+07 nChanged 18108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -19041694.000000 Penalty: 6095.039062
	Iteration 8F: 3 clusters Score -1.904169e+07 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192190 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -19058610.000000 Penalty: 6095.039062
	Iteration 9F: 3 clusters Score -1.905861e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204859 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -19070826.000000 Penalty: 6095.039062
	Iteration 10F: 3 clusters Score -1.907083e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211786 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -19077180.000000 Penalty: 6095.039062
	Iteration 11Q: 3 clusters Score -1.907718e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214830 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19079874.000000 Penalty: 6095.039062
	Iteration 12Q: 3 clusters Score -1.907987e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215939 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19080820.000000 Penalty: 6095.039062
	Iteration 13Q: 3 clusters Score -1.908082e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216310 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19081204.000000 Penalty: 6095.039062
	Iteration 14Q: 3 clusters Score -1.90812e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216441 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19081378.000000 Penalty: 6095.039062
	Iteration 15Q: 3 clusters Score -1.908138e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216493 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19081464.000000 Penalty: 6095.039062
	Iteration 16Q: 3 clusters Score -1.908146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19081500.000000 Penalty: 6095.039062
	Iteration 17Q: 3 clusters Score -1.90815e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -19081560.000000 Penalty: 6095.039062
	Iteration 18Q: 3 clusters Score -1.908156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -19081566.000000 Penalty: 6095.039062
	Iteration 19Q: 3 clusters Score -1.908157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216579 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19081610.000000 Penalty: 6095.039062
	Iteration 20F: 3 clusters Score -1.908161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216590 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19081624.000000 Penalty: 6095.039062
	Iteration 21Q: 3 clusters Score -1.908162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19081640.000000 Penalty: 6095.039062
	Iteration 22Q: 3 clusters Score -1.908164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216597 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19081626.000000 Penalty: 6095.039062
	Iteration 23Q: 3 clusters Score -1.908163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19081630.000000 Penalty: 6095.039062
	Iteration 24Q: 3 clusters Score -1.908163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -19081640.000000 Penalty: 6095.039062
	Iteration 25Q: 3 clusters Score -1.908164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -19081648.000000 Penalty: 6095.039062
	Iteration 26Q: 3 clusters Score -1.908165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19081660.000000 Penalty: 6095.039062
	Iteration 27Q: 3 clusters Score -1.908166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19081656.000000 Penalty: 6095.039062
	Iteration 28Q: 3 clusters Score -1.908166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216603 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -19081664.000000 Penalty: 6095.039062
	Iteration 29Q: 3 clusters Score -1.908166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19081662.000000 Penalty: 6095.039062
	Iteration 30Q: 3 clusters Score -1.908166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19081662.000000 Penalty: 6095.039062
	Iteration 31F: 3 clusters Score -1.908166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Entering Unmasked Estep 
Score: -3169439.500000 Penalty: 2592.471680
	Iteration 0F: 2 clusters Score -3169440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3145776.750000 Penalty: 5184.943359
	Iteration 0F: 3 clusters Score -3145777 nChanged 15824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3154373.750000 Penalty: 5184.943359
	Iteration 1F: 3 clusters Score -3154374 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3154944.250000 Penalty: 5184.943359
	Iteration 2Q: 3 clusters Score -3154944 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3155554.750000 Penalty: 5184.943359
	Iteration 3Q: 3 clusters Score -3155555 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3156291.000000 Penalty: 5184.943359
	Iteration 4Q: 3 clusters Score -3156291 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3157160.000000 Penalty: 5184.943359
	Iteration 5Q: 3 clusters Score -3157160 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3158187.500000 Penalty: 5184.943359
	Iteration 6F: 3 clusters Score -3158188 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3159481.000000 Penalty: 5184.943359
	Iteration 7F: 3 clusters Score -3159481 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3160952.250000 Penalty: 5184.943359
	Iteration 8F: 3 clusters Score -3160952 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3162357.500000 Penalty: 5184.943359
	Iteration 9F: 3 clusters Score -3162358 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3163252.500000 Penalty: 5184.943359
	Iteration 10Q: 3 clusters Score -3163252 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3163650.750000 Penalty: 5184.943359
	Iteration 11Q: 3 clusters Score -3163651 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3163827.000000 Penalty: 5184.943359
	Iteration 12Q: 3 clusters Score -3163827 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3163917.250000 Penalty: 5184.943359
	Iteration 13Q: 3 clusters Score -3163917 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3163991.250000 Penalty: 5184.943359
	Iteration 14Q: 3 clusters Score -3163991 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3164041.500000 Penalty: 5184.943359
	Iteration 15Q: 3 clusters Score -3164042 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3164056.750000 Penalty: 5184.943359
	Iteration 16Q: 3 clusters Score -3164057 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3164101.500000 Penalty: 5184.943359
	Iteration 17Q: 3 clusters Score -3164102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3164126.500000 Penalty: 5184.943359
	Iteration 18Q: 3 clusters Score -3164126 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3164134.500000 Penalty: 5184.943359
	Iteration 19Q: 3 clusters Score -3164134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3164153.500000 Penalty: 5184.943359
	Iteration 20F: 3 clusters Score -3164154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3164181.500000 Penalty: 5184.943359
	Iteration 21Q: 3 clusters Score -3164182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3164191.250000 Penalty: 5184.943359
	Iteration 22Q: 3 clusters Score -3164191 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3164205.000000 Penalty: 5184.943359
	Iteration 23Q: 3 clusters Score -3164205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3164204.750000 Penalty: 5184.943359
	Iteration 24Q: 3 clusters Score -3164205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3164205.750000 Penalty: 5184.943359
	Iteration 25Q: 3 clusters Score -3164206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3164200.750000 Penalty: 5184.943359
	Iteration 26Q: 3 clusters Score -3164201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3164198.500000 Penalty: 5184.943359
	Iteration 27Q: 3 clusters Score -3164198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3164208.750000 Penalty: 5184.943359
	Iteration 28Q: 3 clusters Score -3164209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3164215.000000 Penalty: 5184.943359
	Iteration 29Q: 3 clusters Score -3164215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3164222.500000 Penalty: 5184.943359
	Iteration 30Q: 3 clusters Score -3164222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3164231.250000 Penalty: 5184.943359
	Iteration 31Q: 3 clusters Score -3164231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3164221.750000 Penalty: 5184.943359
	Iteration 32Q: 3 clusters Score -3164222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3164233.750000 Penalty: 5184.943359
	Iteration 33Q: 3 clusters Score -3164234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3164236.250000 Penalty: 5184.943359
	Iteration 34Q: 3 clusters Score -3164236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3164237.500000 Penalty: 5184.943359
	Iteration 35Q: 3 clusters Score -3164238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3164231.000000 Penalty: 5184.943359
	Iteration 36Q: 3 clusters Score -3164231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3164242.750000 Penalty: 5184.943359
	Iteration 37Q: 3 clusters Score -3164243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3164242.250000 Penalty: 5184.943359
	Iteration 38Q: 3 clusters Score -3164242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3164235.750000 Penalty: 5184.943359
	Iteration 39Q: 3 clusters Score -3164236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3164246.500000 Penalty: 5184.943359
	Iteration 40F: 3 clusters Score -3164246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3164248.000000 Penalty: 5184.943359
	Iteration 41Q: 3 clusters Score -3164248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3164251.750000 Penalty: 5184.943359
	Iteration 42Q: 3 clusters Score -3164252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3164248.500000 Penalty: 5184.943359
	Iteration 43Q: 3 clusters Score -3164248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3164254.500000 Penalty: 5184.943359
	Iteration 44Q: 3 clusters Score -3164254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3164260.750000 Penalty: 5184.943359
	Iteration 45Q: 3 clusters Score -3164261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3164264.000000 Penalty: 5184.943359
	Iteration 46Q: 3 clusters Score -3164264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3164270.250000 Penalty: 5184.943359
	Iteration 47Q: 3 clusters Score -3164270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3164269.250000 Penalty: 5184.943359
	Iteration 48Q: 3 clusters Score -3164269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3164267.000000 Penalty: 5184.943359
	Iteration 49Q: 3 clusters Score -3164267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3164267.250000 Penalty: 5184.943359
	Iteration 50Q: 3 clusters Score -3164267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3164274.250000 Penalty: 5184.943359
	Iteration 51Q: 3 clusters Score -3164274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3164273.000000 Penalty: 5184.943359
	Iteration 52Q: 3 clusters Score -3164273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3164274.000000 Penalty: 5184.943359
	Iteration 53Q: 3 clusters Score -3164274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3164274.000000 Penalty: 5184.943359
	Iteration 54Q: 3 clusters Score -3164274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3164271.250000 Penalty: 5184.943359
	Iteration 55Q: 3 clusters Score -3164271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3164275.500000 Penalty: 5184.943359
	Iteration 56Q: 3 clusters Score -3164276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3164276.000000 Penalty: 5184.943359
	Iteration 57Q: 3 clusters Score -3164276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3164275.250000 Penalty: 5184.943359
	Iteration 58Q: 3 clusters Score -3164275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3164274.500000 Penalty: 5184.943359
	Iteration 59Q: 3 clusters Score -3164274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3164275.500000 Penalty: 5184.943359
	Iteration 60F: 3 clusters Score -3164276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Entering Unmasked Estep 
Score: -7816882.000000 Penalty: 2820.423096
	Iteration 0F: 2 clusters Score -7816882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -7758803.500000 Penalty: 5640.846191
	Iteration 0F: 3 clusters Score -7758804 nChanged 40838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7781864.500000 Penalty: 5640.846191
	Iteration 1F: 3 clusters Score -7781864 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -7782544.000000 Penalty: 5640.846191
	Iteration 2Q: 3 clusters Score -7782544 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7783368.500000 Penalty: 5640.846191
	Iteration 3Q: 3 clusters Score -7783368 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -7784463.500000 Penalty: 5640.846191
	Iteration 4Q: 3 clusters Score -7784464 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7786205.500000 Penalty: 5640.846191
	Iteration 5Q: 3 clusters Score -7786206 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -7788971.500000 Penalty: 5640.846191
	Iteration 6Q: 3 clusters Score -7788972 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7792699.500000 Penalty: 5640.846191
	Iteration 7F: 3 clusters Score -7792700 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -7797154.500000 Penalty: 5640.846191
	Iteration 8F: 3 clusters Score -7797154 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -7801467.000000 Penalty: 5640.846191
	Iteration 9F: 3 clusters Score -7801467 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -7804879.500000 Penalty: 5640.846191
	Iteration 10F: 3 clusters Score -7804880 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -7807188.000000 Penalty: 5640.846191
	Iteration 11Q: 3 clusters Score -7807188 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -7808747.500000 Penalty: 5640.846191
	Iteration 12Q: 3 clusters Score -7808748 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -7809812.000000 Penalty: 5640.846191
	Iteration 13Q: 3 clusters Score -7809812 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -7810507.000000 Penalty: 5640.846191
	Iteration 14Q: 3 clusters Score -7810507 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -7811095.000000 Penalty: 5640.846191
	Iteration 15Q: 3 clusters Score -7811095 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -7811552.000000 Penalty: 5640.846191
	Iteration 16Q: 3 clusters Score -7811552 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -7811880.000000 Penalty: 5640.846191
	Iteration 17Q: 3 clusters Score -7811880 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -7812165.000000 Penalty: 5640.846191
	Iteration 18Q: 3 clusters Score -7812165 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -7812356.500000 Penalty: 5640.846191
	Iteration 19Q: 3 clusters Score -7812356 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -7812556.500000 Penalty: 5640.846191
	Iteration 20F: 3 clusters Score -7812556 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -7812765.500000 Penalty: 5640.846191
	Iteration 21Q: 3 clusters Score -7812766 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -7812933.000000 Penalty: 5640.846191
	Iteration 22Q: 3 clusters Score -7812933 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -7813120.000000 Penalty: 5640.846191
	Iteration 23Q: 3 clusters Score -7813120 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -7813255.500000 Penalty: 5640.846191
	Iteration 24Q: 3 clusters Score -7813256 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7813415.500000 Penalty: 5640.846191
	Iteration 25Q: 3 clusters Score -7813416 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -7813539.000000 Penalty: 5640.846191
	Iteration 26Q: 3 clusters Score -7813539 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7813628.500000 Penalty: 5640.846191
	Iteration 27Q: 3 clusters Score -7813628 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -7813725.000000 Penalty: 5640.846191
	Iteration 28Q: 3 clusters Score -7813725 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7813842.000000 Penalty: 5640.846191
	Iteration 29Q: 3 clusters Score -7813842 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -7813948.500000 Penalty: 5640.846191
	Iteration 30Q: 3 clusters Score -7813948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7813991.000000 Penalty: 5640.846191
	Iteration 31Q: 3 clusters Score -7813991 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7814061.000000 Penalty: 5640.846191
	Iteration 32Q: 3 clusters Score -7814061 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7814144.500000 Penalty: 5640.846191
	Iteration 33Q: 3 clusters Score -7814144 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7814213.000000 Penalty: 5640.846191
	Iteration 34Q: 3 clusters Score -7814213 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7814287.000000 Penalty: 5640.846191
	Iteration 35Q: 3 clusters Score -7814287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7814333.500000 Penalty: 5640.846191
	Iteration 36Q: 3 clusters Score -7814334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7814352.000000 Penalty: 5640.846191
	Iteration 37Q: 3 clusters Score -7814352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7814382.500000 Penalty: 5640.846191
	Iteration 38Q: 3 clusters Score -7814382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -7814394.000000 Penalty: 5640.846191
	Iteration 39Q: 3 clusters Score -7814394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7814413.000000 Penalty: 5640.846191
	Iteration 40F: 3 clusters Score -7814413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7814420.000000 Penalty: 5640.846191
	Iteration 41Q: 3 clusters Score -7814420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7814433.500000 Penalty: 5640.846191
	Iteration 42Q: 3 clusters Score -7814434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7814441.500000 Penalty: 5640.846191
	Iteration 43Q: 3 clusters Score -7814442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7814454.500000 Penalty: 5640.846191
	Iteration 44Q: 3 clusters Score -7814454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -7814458.000000 Penalty: 5640.846191
	Iteration 45Q: 3 clusters Score -7814458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7814480.500000 Penalty: 5640.846191
	Iteration 46Q: 3 clusters Score -7814480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7814492.000000 Penalty: 5640.846191
	Iteration 47Q: 3 clusters Score -7814492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7814504.000000 Penalty: 5640.846191
	Iteration 48Q: 3 clusters Score -7814504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7814518.000000 Penalty: 5640.846191
	Iteration 49Q: 3 clusters Score -7814518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7814528.500000 Penalty: 5640.846191
	Iteration 50Q: 3 clusters Score -7814528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7814538.500000 Penalty: 5640.846191
	Iteration 51Q: 3 clusters Score -7814538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7814545.500000 Penalty: 5640.846191
	Iteration 52Q: 3 clusters Score -7814546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7814543.500000 Penalty: 5640.846191
	Iteration 53Q: 3 clusters Score -7814544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7814543.000000 Penalty: 5640.846191
	Iteration 54Q: 3 clusters Score -7814543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7814550.500000 Penalty: 5640.846191
	Iteration 55Q: 3 clusters Score -7814550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7814546.000000 Penalty: 5640.846191
	Iteration 56Q: 3 clusters Score -7814546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7814540.500000 Penalty: 5640.846191
	Iteration 57Q: 3 clusters Score -7814540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7814555.000000 Penalty: 5640.846191
	Iteration 58Q: 3 clusters Score -7814555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7814566.000000 Penalty: 5640.846191
	Iteration 59Q: 3 clusters Score -7814566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7814565.000000 Penalty: 5640.846191
	Iteration 60F: 3 clusters Score -7814565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7814574.000000 Penalty: 5640.846191
	Iteration 61Q: 3 clusters Score -7814574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7814583.000000 Penalty: 5640.846191
	Iteration 62Q: 3 clusters Score -7814583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7814589.500000 Penalty: 5640.846191
	Iteration 63Q: 3 clusters Score -7814590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7814610.000000 Penalty: 5640.846191
	Iteration 64Q: 3 clusters Score -7814610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7814626.500000 Penalty: 5640.846191
	Iteration 65Q: 3 clusters Score -7814626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7814634.500000 Penalty: 5640.846191
	Iteration 66Q: 3 clusters Score -7814634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7814623.000000 Penalty: 5640.846191
	Iteration 67Q: 3 clusters Score -7814623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7814635.000000 Penalty: 5640.846191
	Iteration 68Q: 3 clusters Score -7814635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7814641.000000 Penalty: 5640.846191
	Iteration 69Q: 3 clusters Score -7814641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7814655.500000 Penalty: 5640.846191
	Iteration 70Q: 3 clusters Score -7814656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7814660.500000 Penalty: 5640.846191
	Iteration 71Q: 3 clusters Score -7814660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7814654.500000 Penalty: 5640.846191
	Iteration 72Q: 3 clusters Score -7814654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7814654.500000 Penalty: 5640.846191
	Iteration 73Q: 3 clusters Score -7814654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7814640.000000 Penalty: 5640.846191
	Iteration 74Q: 3 clusters Score -7814640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7814653.500000 Penalty: 5640.846191
	Iteration 75Q: 3 clusters Score -7814654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7814648.000000 Penalty: 5640.846191
	Iteration 76Q: 3 clusters Score -7814648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7814652.500000 Penalty: 5640.846191
	Iteration 77Q: 3 clusters Score -7814652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7814674.500000 Penalty: 5640.846191
	Iteration 78Q: 3 clusters Score -7814674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7814675.500000 Penalty: 5640.846191
	Iteration 79Q: 3 clusters Score -7814676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7814670.000000 Penalty: 5640.846191
	Iteration 80F: 3 clusters Score -7814670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7814675.000000 Penalty: 5640.846191
	Iteration 81Q: 3 clusters Score -7814675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7814674.500000 Penalty: 5640.846191
	Iteration 82Q: 3 clusters Score -7814674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84805 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7814671.000000 Penalty: 5640.846191
	Iteration 83Q: 3 clusters Score -7814671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7814667.000000 Penalty: 5640.846191
	Iteration 84Q: 3 clusters Score -7814667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7814684.500000 Penalty: 5640.846191
	Iteration 85Q: 3 clusters Score -7814684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7814676.000000 Penalty: 5640.846191
	Iteration 86Q: 3 clusters Score -7814676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7814678.000000 Penalty: 5640.846191
	Iteration 87Q: 3 clusters Score -7814678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7814677.000000 Penalty: 5640.846191
	Iteration 88Q: 3 clusters Score -7814677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7814685.500000 Penalty: 5640.846191
	Iteration 89Q: 3 clusters Score -7814686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7814681.000000 Penalty: 5640.846191
	Iteration 90Q: 3 clusters Score -7814681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7814679.000000 Penalty: 5640.846191
	Iteration 91Q: 3 clusters Score -7814679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7814686.000000 Penalty: 5640.846191
	Iteration 92Q: 3 clusters Score -7814686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7814678.500000 Penalty: 5640.846191
	Iteration 93Q: 3 clusters Score -7814678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7814679.500000 Penalty: 5640.846191
	Iteration 94Q: 3 clusters Score -7814680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84888 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7814687.500000 Penalty: 5640.846191
	Iteration 95Q: 3 clusters Score -7814688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7814690.000000 Penalty: 5640.846191
	Iteration 96Q: 3 clusters Score -7814690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7814690.000000 Penalty: 5640.846191
	Iteration 97Q: 3 clusters Score -7814690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7814683.000000 Penalty: 5640.846191
	Iteration 98Q: 3 clusters Score -7814683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7814688.500000 Penalty: 5640.846191
	Iteration 99Q: 3 clusters Score -7814688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7814697.500000 Penalty: 5640.846191
	Iteration 100F: 3 clusters Score -7814698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7814697.000000 Penalty: 5640.846191
	Iteration 101Q: 3 clusters Score -7814697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7814696.500000 Penalty: 5640.846191
	Iteration 102Q: 3 clusters Score -7814696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7814699.500000 Penalty: 5640.846191
	Iteration 103Q: 3 clusters Score -7814700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7814700.500000 Penalty: 5640.846191
	Iteration 104Q: 3 clusters Score -7814700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7814703.500000 Penalty: 5640.846191
	Iteration 105Q: 3 clusters Score -7814704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7814706.000000 Penalty: 5640.846191
	Iteration 106Q: 3 clusters Score -7814706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7814699.000000 Penalty: 5640.846191
	Iteration 107Q: 3 clusters Score -7814699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7814699.000000 Penalty: 5640.846191
	Iteration 108F: 3 clusters Score -7814699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Entering Unmasked Estep 
Score: -1947970.625000 Penalty: 2491.576172
	Iteration 0F: 2 clusters Score -1947971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1932002.375000 Penalty: 4983.152344
	Iteration 0F: 3 clusters Score -1932002 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1938013.375000 Penalty: 4983.152344
	Iteration 1F: 3 clusters Score -1938013 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1939016.125000 Penalty: 4983.152344
	Iteration 2F: 3 clusters Score -1939016 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1940403.500000 Penalty: 4983.152344
	Iteration 3F: 3 clusters Score -1940404 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1942209.250000 Penalty: 4983.152344
	Iteration 4F: 3 clusters Score -1942209 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1944209.375000 Penalty: 4983.152344
	Iteration 5F: 3 clusters Score -1944209 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1945694.875000 Penalty: 4983.152344
	Iteration 6F: 3 clusters Score -1945695 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1946632.250000 Penalty: 4983.152344
	Iteration 7F: 3 clusters Score -1946632 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1947200.750000 Penalty: 4983.152344
	Iteration 8Q: 3 clusters Score -1947201 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1947492.250000 Penalty: 4983.152344
	Iteration 9Q: 3 clusters Score -1947492 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1947654.875000 Penalty: 4983.152344
	Iteration 10Q: 3 clusters Score -1947655 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1947773.625000 Penalty: 4983.152344
	Iteration 11Q: 3 clusters Score -1947774 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1947858.000000 Penalty: 4983.152344
	Iteration 12Q: 3 clusters Score -1947858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1947914.250000 Penalty: 4983.152344
	Iteration 13Q: 3 clusters Score -1947914 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1947959.750000 Penalty: 4983.152344
	Iteration 14Q: 3 clusters Score -1947960 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1948002.875000 Penalty: 4983.152344
	Iteration 15Q: 3 clusters Score -1948003 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1948057.750000 Penalty: 4983.152344
	Iteration 16Q: 3 clusters Score -1948058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1948095.375000 Penalty: 4983.152344
	Iteration 17Q: 3 clusters Score -1948095 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1948102.000000 Penalty: 4983.152344
	Iteration 18Q: 3 clusters Score -1948102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1948129.625000 Penalty: 4983.152344
	Iteration 19Q: 3 clusters Score -1948130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1948145.000000 Penalty: 4983.152344
	Iteration 20F: 3 clusters Score -1948145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1948156.000000 Penalty: 4983.152344
	Iteration 21Q: 3 clusters Score -1948156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1948164.750000 Penalty: 4983.152344
	Iteration 22Q: 3 clusters Score -1948165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1948176.875000 Penalty: 4983.152344
	Iteration 23Q: 3 clusters Score -1948177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1948185.625000 Penalty: 4983.152344
	Iteration 24Q: 3 clusters Score -1948186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1948187.750000 Penalty: 4983.152344
	Iteration 25Q: 3 clusters Score -1948188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1948191.500000 Penalty: 4983.152344
	Iteration 26Q: 3 clusters Score -1948192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1948200.250000 Penalty: 4983.152344
	Iteration 27Q: 3 clusters Score -1948200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1948196.250000 Penalty: 4983.152344
	Iteration 28Q: 3 clusters Score -1948196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1948201.250000 Penalty: 4983.152344
	Iteration 29Q: 3 clusters Score -1948201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1948206.000000 Penalty: 4983.152344
	Iteration 30Q: 3 clusters Score -1948206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1948208.625000 Penalty: 4983.152344
	Iteration 31Q: 3 clusters Score -1948209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1948202.500000 Penalty: 4983.152344
	Iteration 32Q: 3 clusters Score -1948202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1948207.875000 Penalty: 4983.152344
	Iteration 33Q: 3 clusters Score -1948208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1948206.875000 Penalty: 4983.152344
	Iteration 34Q: 3 clusters Score -1948207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1948204.375000 Penalty: 4983.152344
	Iteration 35Q: 3 clusters Score -1948204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1948207.250000 Penalty: 4983.152344
	Iteration 36Q: 3 clusters Score -1948207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1948209.375000 Penalty: 4983.152344
	Iteration 37Q: 3 clusters Score -1948209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1948212.250000 Penalty: 4983.152344
	Iteration 38Q: 3 clusters Score -1948212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1948215.750000 Penalty: 4983.152344
	Iteration 39Q: 3 clusters Score -1948216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1948214.375000 Penalty: 4983.152344
	Iteration 40F: 3 clusters Score -1948214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1948217.375000 Penalty: 4983.152344
	Iteration 41Q: 3 clusters Score -1948217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1948218.875000 Penalty: 4983.152344
	Iteration 42Q: 3 clusters Score -1948219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1948213.750000 Penalty: 4983.152344
	Iteration 43Q: 3 clusters Score -1948214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1948216.250000 Penalty: 4983.152344
	Iteration 44Q: 3 clusters Score -1948216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1948217.000000 Penalty: 4983.152344
	Iteration 45Q: 3 clusters Score -1948217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1948218.875000 Penalty: 4983.152344
	Iteration 46Q: 3 clusters Score -1948219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1948221.250000 Penalty: 4983.152344
	Iteration 47Q: 3 clusters Score -1948221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1948218.000000 Penalty: 4983.152344
	Iteration 48Q: 3 clusters Score -1948218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1948218.125000 Penalty: 4983.152344
	Iteration 49Q: 3 clusters Score -1948218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1948218.125000 Penalty: 4983.152344
	Iteration 50F: 3 clusters Score -1948218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 39654 members 
Mstep: Class 3 contains 217159 members 
Mstep: Class 4 contains 34666 members 
Mstep: Class 5 contains 86914 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 478682 members 
Mstep: Class 8 contains 66099 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 23543 members 
Mstep: Class 11 contains 125452 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 16428 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 36127 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 26254 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 210430 members 
Mstep: Class 22 contains 152353 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 8784 members 
Mstep: Class 28 contains 29562 members 
Mstep: Class 29 contains 17964 members 
Mstep: Class 30 contains 17359 members 
Entering Unmasked Estep 
Score: -146436112.000000 Penalty: 106759.125000
Splitting cluster 6 changes total score from -146437056.000000 to -146436112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (478682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478682 members 
Entering Unmasked Estep 
Score: -42014856.000000 Penalty: 3243.540283
	Iteration 0F: 2 clusters Score -4.201486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239749 members 
Mstep: Class 2 contains 238933 members 
Entering Unmasked Estep 
Score: -41705756.000000 Penalty: 6487.080566
	Iteration 0F: 3 clusters Score -4.170576e+07 nChanged 233518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249137 members 
Mstep: Class 2 contains 229545 members 
Entering Unmasked Estep 
Score: -41847288.000000 Penalty: 6487.080566
	Iteration 1F: 3 clusters Score -4.184729e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253485 members 
Mstep: Class 2 contains 225197 members 
Entering Unmasked Estep 
Score: -41852044.000000 Penalty: 6487.080566
	Iteration 2Q: 3 clusters Score -4.185204e+07 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259501 members 
Mstep: Class 2 contains 219181 members 
Entering Unmasked Estep 
Score: -41859984.000000 Penalty: 6487.080566
	Iteration 3Q: 3 clusters Score -4.185998e+07 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267115 members 
Mstep: Class 2 contains 211567 members 
Entering Unmasked Estep 
Score: -41870804.000000 Penalty: 6487.080566
	Iteration 4Q: 3 clusters Score -4.18708e+07 nChanged 24083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276054 members 
Mstep: Class 2 contains 202628 members 
Entering Unmasked Estep 
Score: -41884212.000000 Penalty: 6487.080566
	Iteration 5F: 3 clusters Score -4.188421e+07 nChanged 26006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287054 members 
Mstep: Class 2 contains 191628 members 
Entering Unmasked Estep 
Score: -41898256.000000 Penalty: 6487.080566
	Iteration 6F: 3 clusters Score -4.189826e+07 nChanged 26494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301430 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -41913324.000000 Penalty: 6487.080566
	Iteration 7F: 3 clusters Score -4.191332e+07 nChanged 26575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319509 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -41930660.000000 Penalty: 6487.080566
	Iteration 8F: 3 clusters Score -4.193066e+07 nChanged 26384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340091 members 
Mstep: Class 2 contains 138591 members 
Entering Unmasked Estep 
Score: -41949028.000000 Penalty: 6487.080566
	Iteration 9F: 3 clusters Score -4.194903e+07 nChanged 23999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359258 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -41965548.000000 Penalty: 6487.080566
	Iteration 10F: 3 clusters Score -4.196555e+07 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374155 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -41978612.000000 Penalty: 6487.080566
	Iteration 11Q: 3 clusters Score -4.197861e+07 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384382 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -41988252.000000 Penalty: 6487.080566
	Iteration 12Q: 3 clusters Score -4.198825e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391298 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -41994824.000000 Penalty: 6487.080566
	Iteration 13Q: 3 clusters Score -4.199482e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395877 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -41999472.000000 Penalty: 6487.080566
	Iteration 14Q: 3 clusters Score -4.199947e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399051 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -42002704.000000 Penalty: 6487.080566
	Iteration 15Q: 3 clusters Score -4.20027e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401380 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -42005008.000000 Penalty: 6487.080566
	Iteration 16Q: 3 clusters Score -4.200501e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403193 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -42006568.000000 Penalty: 6487.080566
	Iteration 17Q: 3 clusters Score -4.200657e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404595 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -42007656.000000 Penalty: 6487.080566
	Iteration 18Q: 3 clusters Score -4.200766e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405739 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -42008368.000000 Penalty: 6487.080566
	Iteration 19Q: 3 clusters Score -4.200837e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406778 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -42008644.000000 Penalty: 6487.080566
	Iteration 20F: 3 clusters Score -4.200864e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407692 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -42009368.000000 Penalty: 6487.080566
	Iteration 21Q: 3 clusters Score -4.200937e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408596 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -42009548.000000 Penalty: 6487.080566
	Iteration 22Q: 3 clusters Score -4.200955e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409432 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -42009900.000000 Penalty: 6487.080566
	Iteration 23Q: 3 clusters Score -4.20099e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410214 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -42009900.000000 Penalty: 6487.080566
	Iteration 24Q: 3 clusters Score -4.20099e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410993 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -42010176.000000 Penalty: 6487.080566
	Iteration 25Q: 3 clusters Score -4.201018e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411755 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -42010252.000000 Penalty: 6487.080566
	Iteration 26Q: 3 clusters Score -4.201025e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412438 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -42010236.000000 Penalty: 6487.080566
	Iteration 27Q: 3 clusters Score -4.201024e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413051 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -42010280.000000 Penalty: 6487.080566
	Iteration 28Q: 3 clusters Score -4.201028e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413620 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -42010228.000000 Penalty: 6487.080566
	Iteration 29Q: 3 clusters Score -4.201023e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414151 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -42010240.000000 Penalty: 6487.080566
	Iteration 30Q: 3 clusters Score -4.201024e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414662 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -42010300.000000 Penalty: 6487.080566
	Iteration 31Q: 3 clusters Score -4.20103e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415154 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -42010352.000000 Penalty: 6487.080566
	Iteration 32Q: 3 clusters Score -4.201035e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415588 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -42010344.000000 Penalty: 6487.080566
	Iteration 33Q: 3 clusters Score -4.201034e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416004 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -42010352.000000 Penalty: 6487.080566
	Iteration 34Q: 3 clusters Score -4.201035e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416434 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -42010332.000000 Penalty: 6487.080566
	Iteration 35Q: 3 clusters Score -4.201033e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416839 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -42010384.000000 Penalty: 6487.080566
	Iteration 36Q: 3 clusters Score -4.201038e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417222 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -42010384.000000 Penalty: 6487.080566
	Iteration 37Q: 3 clusters Score -4.201038e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417616 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -42010340.000000 Penalty: 6487.080566
	Iteration 38Q: 3 clusters Score -4.201034e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417989 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -42010340.000000 Penalty: 6487.080566
	Iteration 39Q: 3 clusters Score -4.201034e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418345 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -42010344.000000 Penalty: 6487.080566
	Iteration 40F: 3 clusters Score -4.201034e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418680 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -42010420.000000 Penalty: 6487.080566
	Iteration 41Q: 3 clusters Score -4.201042e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419012 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -42010384.000000 Penalty: 6487.080566
	Iteration 42Q: 3 clusters Score -4.201038e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419335 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -42010344.000000 Penalty: 6487.080566
	Iteration 43Q: 3 clusters Score -4.201034e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419648 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -42010336.000000 Penalty: 6487.080566
	Iteration 44Q: 3 clusters Score -4.201034e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419981 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -42010252.000000 Penalty: 6487.080566
	Iteration 45Q: 3 clusters Score -4.201025e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420301 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -42010320.000000 Penalty: 6487.080566
	Iteration 46Q: 3 clusters Score -4.201032e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420597 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -42010340.000000 Penalty: 6487.080566
	Iteration 47Q: 3 clusters Score -4.201034e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420899 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -42010344.000000 Penalty: 6487.080566
	Iteration 48Q: 3 clusters Score -4.201034e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421200 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -42010356.000000 Penalty: 6487.080566
	Iteration 49Q: 3 clusters Score -4.201036e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421502 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -42010404.000000 Penalty: 6487.080566
	Iteration 50Q: 3 clusters Score -4.20104e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421779 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -42010352.000000 Penalty: 6487.080566
	Iteration 51Q: 3 clusters Score -4.201035e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422032 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -42010340.000000 Penalty: 6487.080566
	Iteration 52Q: 3 clusters Score -4.201034e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422300 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -42010368.000000 Penalty: 6487.080566
	Iteration 53Q: 3 clusters Score -4.201037e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422544 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -42010348.000000 Penalty: 6487.080566
	Iteration 54Q: 3 clusters Score -4.201035e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422783 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -42010336.000000 Penalty: 6487.080566
	Iteration 55Q: 3 clusters Score -4.201034e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423016 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -42010424.000000 Penalty: 6487.080566
	Iteration 56Q: 3 clusters Score -4.201042e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423257 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -42010408.000000 Penalty: 6487.080566
	Iteration 57Q: 3 clusters Score -4.201041e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423483 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -42010348.000000 Penalty: 6487.080566
	Iteration 58Q: 3 clusters Score -4.201035e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423718 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -42010320.000000 Penalty: 6487.080566
	Iteration 59Q: 3 clusters Score -4.201032e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423978 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -42010312.000000 Penalty: 6487.080566
	Iteration 60F: 3 clusters Score -4.201031e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424255 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -42010388.000000 Penalty: 6487.080566
	Iteration 61Q: 3 clusters Score -4.201039e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424544 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -42010444.000000 Penalty: 6487.080566
	Iteration 62Q: 3 clusters Score -4.201044e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424822 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -42010432.000000 Penalty: 6487.080566
	Iteration 63Q: 3 clusters Score -4.201043e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425093 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -42010412.000000 Penalty: 6487.080566
	Iteration 64Q: 3 clusters Score -4.201041e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425369 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -42010404.000000 Penalty: 6487.080566
	Iteration 65Q: 3 clusters Score -4.20104e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425670 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -42010452.000000 Penalty: 6487.080566
	Iteration 66Q: 3 clusters Score -4.201045e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425997 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -42010472.000000 Penalty: 6487.080566
	Iteration 67Q: 3 clusters Score -4.201047e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426349 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -42010500.000000 Penalty: 6487.080566
	Iteration 68Q: 3 clusters Score -4.20105e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426731 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -42010364.000000 Penalty: 6487.080566
	Iteration 69Q: 3 clusters Score -4.201036e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427114 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -42010408.000000 Penalty: 6487.080566
	Iteration 70Q: 3 clusters Score -4.201041e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427501 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -42010316.000000 Penalty: 6487.080566
	Iteration 71Q: 3 clusters Score -4.201032e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427872 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -42010336.000000 Penalty: 6487.080566
	Iteration 72Q: 3 clusters Score -4.201034e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428242 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -42010200.000000 Penalty: 6487.080566
	Iteration 73Q: 3 clusters Score -4.20102e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428587 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -42010280.000000 Penalty: 6487.080566
	Iteration 74Q: 3 clusters Score -4.201028e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428951 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -42010252.000000 Penalty: 6487.080566
	Iteration 75Q: 3 clusters Score -4.201025e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429309 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -42010204.000000 Penalty: 6487.080566
	Iteration 76Q: 3 clusters Score -4.20102e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429681 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -42010108.000000 Penalty: 6487.080566
	Iteration 77Q: 3 clusters Score -4.201011e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430050 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -42010152.000000 Penalty: 6487.080566
	Iteration 78Q: 3 clusters Score -4.201015e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430410 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -42010116.000000 Penalty: 6487.080566
	Iteration 79Q: 3 clusters Score -4.201012e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430782 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -42010104.000000 Penalty: 6487.080566
	Iteration 80F: 3 clusters Score -4.20101e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431157 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -42010036.000000 Penalty: 6487.080566
	Iteration 81Q: 3 clusters Score -4.201004e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431493 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -42010068.000000 Penalty: 6487.080566
	Iteration 82Q: 3 clusters Score -4.201007e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431835 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -42010060.000000 Penalty: 6487.080566
	Iteration 83Q: 3 clusters Score -4.201006e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432192 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -42010108.000000 Penalty: 6487.080566
	Iteration 84Q: 3 clusters Score -4.201011e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432534 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -42010048.000000 Penalty: 6487.080566
	Iteration 85Q: 3 clusters Score -4.201005e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432865 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -42010100.000000 Penalty: 6487.080566
	Iteration 86Q: 3 clusters Score -4.20101e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433205 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -42010096.000000 Penalty: 6487.080566
	Iteration 87Q: 3 clusters Score -4.20101e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433559 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -42010164.000000 Penalty: 6487.080566
	Iteration 88Q: 3 clusters Score -4.201016e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433954 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -42010068.000000 Penalty: 6487.080566
	Iteration 89Q: 3 clusters Score -4.201007e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434349 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -42010144.000000 Penalty: 6487.080566
	Iteration 90Q: 3 clusters Score -4.201014e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434762 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -42010196.000000 Penalty: 6487.080566
	Iteration 91Q: 3 clusters Score -4.20102e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435159 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -42010144.000000 Penalty: 6487.080566
	Iteration 92Q: 3 clusters Score -4.201014e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435557 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -42010124.000000 Penalty: 6487.080566
	Iteration 93Q: 3 clusters Score -4.201012e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435936 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -42010184.000000 Penalty: 6487.080566
	Iteration 94Q: 3 clusters Score -4.201018e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436318 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -42010228.000000 Penalty: 6487.080566
	Iteration 95Q: 3 clusters Score -4.201023e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436674 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -42010224.000000 Penalty: 6487.080566
	Iteration 96Q: 3 clusters Score -4.201022e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437006 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -42010216.000000 Penalty: 6487.080566
	Iteration 97Q: 3 clusters Score -4.201022e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437298 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -42010240.000000 Penalty: 6487.080566
	Iteration 98Q: 3 clusters Score -4.201024e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437590 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -42010220.000000 Penalty: 6487.080566
	Iteration 99Q: 3 clusters Score -4.201022e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437877 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -42010168.000000 Penalty: 6487.080566
	Iteration 100F: 3 clusters Score -4.201017e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438189 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -42010220.000000 Penalty: 6487.080566
	Iteration 101Q: 3 clusters Score -4.201022e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438476 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -42010272.000000 Penalty: 6487.080566
	Iteration 102Q: 3 clusters Score -4.201027e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438765 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -42010164.000000 Penalty: 6487.080566
	Iteration 103Q: 3 clusters Score -4.201016e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439062 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -42010108.000000 Penalty: 6487.080566
	Iteration 104Q: 3 clusters Score -4.201011e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439352 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -42010056.000000 Penalty: 6487.080566
	Iteration 105Q: 3 clusters Score -4.201006e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439647 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -42009964.000000 Penalty: 6487.080566
	Iteration 106Q: 3 clusters Score -4.200996e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439936 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -42010008.000000 Penalty: 6487.080566
	Iteration 107Q: 3 clusters Score -4.201001e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440244 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -42009996.000000 Penalty: 6487.080566
	Iteration 108Q: 3 clusters Score -4.201e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440541 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -42010016.000000 Penalty: 6487.080566
	Iteration 109Q: 3 clusters Score -4.201002e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440846 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -42010060.000000 Penalty: 6487.080566
	Iteration 110Q: 3 clusters Score -4.201006e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441161 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -42009984.000000 Penalty: 6487.080566
	Iteration 111Q: 3 clusters Score -4.200998e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441495 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -42010072.000000 Penalty: 6487.080566
	Iteration 112Q: 3 clusters Score -4.201007e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441827 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -42010028.000000 Penalty: 6487.080566
	Iteration 113Q: 3 clusters Score -4.201003e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442148 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -42010008.000000 Penalty: 6487.080566
	Iteration 114Q: 3 clusters Score -4.201001e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442449 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -42010020.000000 Penalty: 6487.080566
	Iteration 115Q: 3 clusters Score -4.201002e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442791 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -42010048.000000 Penalty: 6487.080566
	Iteration 116Q: 3 clusters Score -4.201005e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443112 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -42010064.000000 Penalty: 6487.080566
	Iteration 117Q: 3 clusters Score -4.201006e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443438 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -42010060.000000 Penalty: 6487.080566
	Iteration 118Q: 3 clusters Score -4.201006e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443740 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -42009988.000000 Penalty: 6487.080566
	Iteration 119Q: 3 clusters Score -4.200999e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444020 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -42009992.000000 Penalty: 6487.080566
	Iteration 120F: 3 clusters Score -4.200999e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444288 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -42009968.000000 Penalty: 6487.080566
	Iteration 121Q: 3 clusters Score -4.200997e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444581 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -42009960.000000 Penalty: 6487.080566
	Iteration 122Q: 3 clusters Score -4.200996e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444863 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -42009880.000000 Penalty: 6487.080566
	Iteration 123Q: 3 clusters Score -4.200988e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445150 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -42009836.000000 Penalty: 6487.080566
	Iteration 124Q: 3 clusters Score -4.200984e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445438 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -42009816.000000 Penalty: 6487.080566
	Iteration 125Q: 3 clusters Score -4.200982e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445716 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -42009856.000000 Penalty: 6487.080566
	Iteration 126Q: 3 clusters Score -4.200986e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446013 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -42009824.000000 Penalty: 6487.080566
	Iteration 127Q: 3 clusters Score -4.200982e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446295 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -42009852.000000 Penalty: 6487.080566
	Iteration 128Q: 3 clusters Score -4.200985e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446579 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -42009844.000000 Penalty: 6487.080566
	Iteration 129Q: 3 clusters Score -4.200984e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446880 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -42009904.000000 Penalty: 6487.080566
	Iteration 130Q: 3 clusters Score -4.20099e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447139 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -42009900.000000 Penalty: 6487.080566
	Iteration 131Q: 3 clusters Score -4.20099e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447393 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -42009856.000000 Penalty: 6487.080566
	Iteration 132Q: 3 clusters Score -4.200986e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447652 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -42009892.000000 Penalty: 6487.080566
	Iteration 133Q: 3 clusters Score -4.200989e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447885 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -42009904.000000 Penalty: 6487.080566
	Iteration 134Q: 3 clusters Score -4.20099e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448114 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -42009796.000000 Penalty: 6487.080566
	Iteration 135Q: 3 clusters Score -4.20098e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448393 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -42009780.000000 Penalty: 6487.080566
	Iteration 136Q: 3 clusters Score -4.200978e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448644 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -42009828.000000 Penalty: 6487.080566
	Iteration 137Q: 3 clusters Score -4.200983e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448862 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -42009844.000000 Penalty: 6487.080566
	Iteration 138Q: 3 clusters Score -4.200984e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449083 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -42009940.000000 Penalty: 6487.080566
	Iteration 139Q: 3 clusters Score -4.200994e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449334 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -42009916.000000 Penalty: 6487.080566
	Iteration 140F: 3 clusters Score -4.200992e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449577 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -42010036.000000 Penalty: 6487.080566
	Iteration 141Q: 3 clusters Score -4.201004e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449809 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -42010092.000000 Penalty: 6487.080566
	Iteration 142Q: 3 clusters Score -4.201009e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450017 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -42010136.000000 Penalty: 6487.080566
	Iteration 143Q: 3 clusters Score -4.201014e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450236 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -42010148.000000 Penalty: 6487.080566
	Iteration 144Q: 3 clusters Score -4.201015e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450432 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -42010108.000000 Penalty: 6487.080566
	Iteration 145Q: 3 clusters Score -4.201011e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450647 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -42010200.000000 Penalty: 6487.080566
	Iteration 146Q: 3 clusters Score -4.20102e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450852 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -42010248.000000 Penalty: 6487.080566
	Iteration 147Q: 3 clusters Score -4.201025e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451074 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -42010300.000000 Penalty: 6487.080566
	Iteration 148Q: 3 clusters Score -4.20103e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451320 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -42010368.000000 Penalty: 6487.080566
	Iteration 149Q: 3 clusters Score -4.201037e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451573 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -42010288.000000 Penalty: 6487.080566
	Iteration 150Q: 3 clusters Score -4.201029e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451826 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -42010300.000000 Penalty: 6487.080566
	Iteration 151Q: 3 clusters Score -4.20103e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452061 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -42010340.000000 Penalty: 6487.080566
	Iteration 152Q: 3 clusters Score -4.201034e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452297 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -42010284.000000 Penalty: 6487.080566
	Iteration 153Q: 3 clusters Score -4.201028e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452530 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -42010320.000000 Penalty: 6487.080566
	Iteration 154Q: 3 clusters Score -4.201032e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452754 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -42010336.000000 Penalty: 6487.080566
	Iteration 155Q: 3 clusters Score -4.201034e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452986 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -42010348.000000 Penalty: 6487.080566
	Iteration 156Q: 3 clusters Score -4.201035e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453213 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -42010324.000000 Penalty: 6487.080566
	Iteration 157Q: 3 clusters Score -4.201032e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453439 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -42010356.000000 Penalty: 6487.080566
	Iteration 158Q: 3 clusters Score -4.201036e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453653 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -42010368.000000 Penalty: 6487.080566
	Iteration 159Q: 3 clusters Score -4.201037e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453874 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -42010316.000000 Penalty: 6487.080566
	Iteration 160F: 3 clusters Score -4.201032e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454091 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -42010364.000000 Penalty: 6487.080566
	Iteration 161Q: 3 clusters Score -4.201036e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454299 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -42010452.000000 Penalty: 6487.080566
	Iteration 162Q: 3 clusters Score -4.201045e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454500 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -42010404.000000 Penalty: 6487.080566
	Iteration 163Q: 3 clusters Score -4.20104e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454707 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -42010444.000000 Penalty: 6487.080566
	Iteration 164Q: 3 clusters Score -4.201044e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454910 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -42010428.000000 Penalty: 6487.080566
	Iteration 165Q: 3 clusters Score -4.201043e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455118 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -42010464.000000 Penalty: 6487.080566
	Iteration 166Q: 3 clusters Score -4.201046e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455283 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -42010404.000000 Penalty: 6487.080566
	Iteration 167Q: 3 clusters Score -4.20104e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455462 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -42010404.000000 Penalty: 6487.080566
	Iteration 168Q: 3 clusters Score -4.20104e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455639 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -42010456.000000 Penalty: 6487.080566
	Iteration 169Q: 3 clusters Score -4.201046e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455821 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -42010476.000000 Penalty: 6487.080566
	Iteration 170Q: 3 clusters Score -4.201048e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456010 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -42010500.000000 Penalty: 6487.080566
	Iteration 171Q: 3 clusters Score -4.20105e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456191 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -42010484.000000 Penalty: 6487.080566
	Iteration 172Q: 3 clusters Score -4.201048e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456376 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -42010472.000000 Penalty: 6487.080566
	Iteration 173Q: 3 clusters Score -4.201047e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456567 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -42010504.000000 Penalty: 6487.080566
	Iteration 174Q: 3 clusters Score -4.20105e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456771 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -42010552.000000 Penalty: 6487.080566
	Iteration 175Q: 3 clusters Score -4.201055e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456976 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -42010460.000000 Penalty: 6487.080566
	Iteration 176Q: 3 clusters Score -4.201046e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457170 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -42010564.000000 Penalty: 6487.080566
	Iteration 177Q: 3 clusters Score -4.201056e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457376 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -42010612.000000 Penalty: 6487.080566
	Iteration 178Q: 3 clusters Score -4.201061e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457571 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -42010596.000000 Penalty: 6487.080566
	Iteration 179Q: 3 clusters Score -4.20106e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457752 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -42010644.000000 Penalty: 6487.080566
	Iteration 180F: 3 clusters Score -4.201064e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457938 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -42010660.000000 Penalty: 6487.080566
	Iteration 181Q: 3 clusters Score -4.201066e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458138 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -42010712.000000 Penalty: 6487.080566
	Iteration 182Q: 3 clusters Score -4.201071e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458354 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -42010784.000000 Penalty: 6487.080566
	Iteration 183Q: 3 clusters Score -4.201078e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458581 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -42010676.000000 Penalty: 6487.080566
	Iteration 184Q: 3 clusters Score -4.201068e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458815 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -42010692.000000 Penalty: 6487.080566
	Iteration 185Q: 3 clusters Score -4.201069e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459063 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -42010720.000000 Penalty: 6487.080566
	Iteration 186Q: 3 clusters Score -4.201072e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459298 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -42010768.000000 Penalty: 6487.080566
	Iteration 187Q: 3 clusters Score -4.201077e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459534 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -42010844.000000 Penalty: 6487.080566
	Iteration 188Q: 3 clusters Score -4.201084e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459728 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -42010828.000000 Penalty: 6487.080566
	Iteration 189Q: 3 clusters Score -4.201083e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459944 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -42010828.000000 Penalty: 6487.080566
	Iteration 190Q: 3 clusters Score -4.201083e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460174 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -42010920.000000 Penalty: 6487.080566
	Iteration 191Q: 3 clusters Score -4.201092e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460405 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -42010984.000000 Penalty: 6487.080566
	Iteration 192Q: 3 clusters Score -4.201098e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460633 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -42010956.000000 Penalty: 6487.080566
	Iteration 193Q: 3 clusters Score -4.201096e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460828 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -42011048.000000 Penalty: 6487.080566
	Iteration 194Q: 3 clusters Score -4.201105e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460986 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -42011060.000000 Penalty: 6487.080566
	Iteration 195Q: 3 clusters Score -4.201106e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461126 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -42011136.000000 Penalty: 6487.080566
	Iteration 196Q: 3 clusters Score -4.201114e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461287 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -42011232.000000 Penalty: 6487.080566
	Iteration 197Q: 3 clusters Score -4.201123e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461453 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -42011220.000000 Penalty: 6487.080566
	Iteration 198Q: 3 clusters Score -4.201122e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461639 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -42011212.000000 Penalty: 6487.080566
	Iteration 199Q: 3 clusters Score -4.201121e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461822 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -42011240.000000 Penalty: 6487.080566
	Iteration 200F: 3 clusters Score -4.201124e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462005 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -42011260.000000 Penalty: 6487.080566
	Iteration 201Q: 3 clusters Score -4.201126e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462161 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -42011308.000000 Penalty: 6487.080566
	Iteration 202Q: 3 clusters Score -4.201131e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462330 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -42011320.000000 Penalty: 6487.080566
	Iteration 203Q: 3 clusters Score -4.201132e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462468 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -42011392.000000 Penalty: 6487.080566
	Iteration 204Q: 3 clusters Score -4.201139e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462594 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -42011372.000000 Penalty: 6487.080566
	Iteration 205Q: 3 clusters Score -4.201137e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462722 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -42011364.000000 Penalty: 6487.080566
	Iteration 206Q: 3 clusters Score -4.201136e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462848 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -42011384.000000 Penalty: 6487.080566
	Iteration 207Q: 3 clusters Score -4.201138e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462966 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -42011380.000000 Penalty: 6487.080566
	Iteration 208Q: 3 clusters Score -4.201138e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463086 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -42011372.000000 Penalty: 6487.080566
	Iteration 209Q: 3 clusters Score -4.201137e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463206 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -42011368.000000 Penalty: 6487.080566
	Iteration 210Q: 3 clusters Score -4.201137e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463350 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -42011332.000000 Penalty: 6487.080566
	Iteration 211Q: 3 clusters Score -4.201133e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463491 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -42011384.000000 Penalty: 6487.080566
	Iteration 212Q: 3 clusters Score -4.201138e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463608 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -42011432.000000 Penalty: 6487.080566
	Iteration 213Q: 3 clusters Score -4.201143e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463716 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -42011420.000000 Penalty: 6487.080566
	Iteration 214Q: 3 clusters Score -4.201142e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463831 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -42011452.000000 Penalty: 6487.080566
	Iteration 215Q: 3 clusters Score -4.201145e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463960 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -42011472.000000 Penalty: 6487.080566
	Iteration 216Q: 3 clusters Score -4.201147e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464072 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -42011500.000000 Penalty: 6487.080566
	Iteration 217Q: 3 clusters Score -4.20115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464178 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -42011444.000000 Penalty: 6487.080566
	Iteration 218Q: 3 clusters Score -4.201144e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464280 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -42011444.000000 Penalty: 6487.080566
	Iteration 219Q: 3 clusters Score -4.201144e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464387 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -42011392.000000 Penalty: 6487.080566
	Iteration 220F: 3 clusters Score -4.201139e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464488 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -42011360.000000 Penalty: 6487.080566
	Iteration 221Q: 3 clusters Score -4.201136e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464594 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -42011296.000000 Penalty: 6487.080566
	Iteration 222Q: 3 clusters Score -4.20113e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464701 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -42011316.000000 Penalty: 6487.080566
	Iteration 223Q: 3 clusters Score -4.201132e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464823 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -42011276.000000 Penalty: 6487.080566
	Iteration 224Q: 3 clusters Score -4.201128e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464947 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -42011272.000000 Penalty: 6487.080566
	Iteration 225Q: 3 clusters Score -4.201127e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465061 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -42011256.000000 Penalty: 6487.080566
	Iteration 226Q: 3 clusters Score -4.201126e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465182 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -42011272.000000 Penalty: 6487.080566
	Iteration 227Q: 3 clusters Score -4.201127e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465316 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -42011196.000000 Penalty: 6487.080566
	Iteration 228Q: 3 clusters Score -4.20112e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465435 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -42011200.000000 Penalty: 6487.080566
	Iteration 229Q: 3 clusters Score -4.20112e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465531 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -42011184.000000 Penalty: 6487.080566
	Iteration 230Q: 3 clusters Score -4.201118e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465610 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -42011220.000000 Penalty: 6487.080566
	Iteration 231Q: 3 clusters Score -4.201122e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465682 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -42011276.000000 Penalty: 6487.080566
	Iteration 232Q: 3 clusters Score -4.201128e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465754 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -42011320.000000 Penalty: 6487.080566
	Iteration 233Q: 3 clusters Score -4.201132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465808 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -42011332.000000 Penalty: 6487.080566
	Iteration 234Q: 3 clusters Score -4.201133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465859 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -42011340.000000 Penalty: 6487.080566
	Iteration 235Q: 3 clusters Score -4.201134e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465922 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -42011296.000000 Penalty: 6487.080566
	Iteration 236Q: 3 clusters Score -4.20113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465980 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -42011308.000000 Penalty: 6487.080566
	Iteration 237Q: 3 clusters Score -4.201131e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466045 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -42011320.000000 Penalty: 6487.080566
	Iteration 238Q: 3 clusters Score -4.201132e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466111 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -42011384.000000 Penalty: 6487.080566
	Iteration 239Q: 3 clusters Score -4.201138e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466181 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -42011356.000000 Penalty: 6487.080566
	Iteration 240F: 3 clusters Score -4.201136e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466244 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -42011396.000000 Penalty: 6487.080566
	Iteration 241Q: 3 clusters Score -4.20114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466298 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -42011368.000000 Penalty: 6487.080566
	Iteration 242Q: 3 clusters Score -4.201137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466337 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -42011404.000000 Penalty: 6487.080566
	Iteration 243Q: 3 clusters Score -4.20114e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466392 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -42011428.000000 Penalty: 6487.080566
	Iteration 244Q: 3 clusters Score -4.201143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466434 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -42011452.000000 Penalty: 6487.080566
	Iteration 245Q: 3 clusters Score -4.201145e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466476 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -42011468.000000 Penalty: 6487.080566
	Iteration 246Q: 3 clusters Score -4.201147e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466521 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -42011452.000000 Penalty: 6487.080566
	Iteration 247Q: 3 clusters Score -4.201145e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466565 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -42011436.000000 Penalty: 6487.080566
	Iteration 248Q: 3 clusters Score -4.201144e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466609 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -42011432.000000 Penalty: 6487.080566
	Iteration 249Q: 3 clusters Score -4.201143e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466659 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -42011428.000000 Penalty: 6487.080566
	Iteration 250Q: 3 clusters Score -4.201143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466701 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -42011384.000000 Penalty: 6487.080566
	Iteration 251Q: 3 clusters Score -4.201138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466740 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -42011392.000000 Penalty: 6487.080566
	Iteration 252Q: 3 clusters Score -4.201139e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466787 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -42011400.000000 Penalty: 6487.080566
	Iteration 253Q: 3 clusters Score -4.20114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466822 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -42011444.000000 Penalty: 6487.080566
	Iteration 254Q: 3 clusters Score -4.201144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466850 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -42011412.000000 Penalty: 6487.080566
	Iteration 255Q: 3 clusters Score -4.201141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466880 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -42011432.000000 Penalty: 6487.080566
	Iteration 256Q: 3 clusters Score -4.201143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466904 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -42011464.000000 Penalty: 6487.080566
	Iteration 257Q: 3 clusters Score -4.201146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466926 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -42011428.000000 Penalty: 6487.080566
	Iteration 258Q: 3 clusters Score -4.201143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466947 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -42011444.000000 Penalty: 6487.080566
	Iteration 259Q: 3 clusters Score -4.201144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466967 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -42011460.000000 Penalty: 6487.080566
	Iteration 260F: 3 clusters Score -4.201146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466982 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -42011488.000000 Penalty: 6487.080566
	Iteration 261Q: 3 clusters Score -4.201149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466990 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -42011476.000000 Penalty: 6487.080566
	Iteration 262Q: 3 clusters Score -4.201148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466997 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -42011492.000000 Penalty: 6487.080566
	Iteration 263Q: 3 clusters Score -4.201149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467012 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -42011468.000000 Penalty: 6487.080566
	Iteration 264Q: 3 clusters Score -4.201147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467021 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -42011476.000000 Penalty: 6487.080566
	Iteration 265Q: 3 clusters Score -4.201148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467041 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -42011460.000000 Penalty: 6487.080566
	Iteration 266Q: 3 clusters Score -4.201146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467061 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -42011448.000000 Penalty: 6487.080566
	Iteration 267Q: 3 clusters Score -4.201145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467078 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -42011452.000000 Penalty: 6487.080566
	Iteration 268Q: 3 clusters Score -4.201145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467090 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -42011444.000000 Penalty: 6487.080566
	Iteration 269Q: 3 clusters Score -4.201144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467110 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -42011456.000000 Penalty: 6487.080566
	Iteration 270Q: 3 clusters Score -4.201146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467125 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -42011492.000000 Penalty: 6487.080566
	Iteration 271Q: 3 clusters Score -4.201149e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467137 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -42011492.000000 Penalty: 6487.080566
	Iteration 272Q: 3 clusters Score -4.201149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467143 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -42011500.000000 Penalty: 6487.080566
	Iteration 273Q: 3 clusters Score -4.20115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467151 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -42011500.000000 Penalty: 6487.080566
	Iteration 274Q: 3 clusters Score -4.20115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467160 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -42011492.000000 Penalty: 6487.080566
	Iteration 275Q: 3 clusters Score -4.201149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467166 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -42011484.000000 Penalty: 6487.080566
	Iteration 276Q: 3 clusters Score -4.201148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467176 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -42011500.000000 Penalty: 6487.080566
	Iteration 277Q: 3 clusters Score -4.20115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467186 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -42011504.000000 Penalty: 6487.080566
	Iteration 278Q: 3 clusters Score -4.20115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467195 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -42011540.000000 Penalty: 6487.080566
	Iteration 279Q: 3 clusters Score -4.201154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467210 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -42011544.000000 Penalty: 6487.080566
	Iteration 280F: 3 clusters Score -4.201154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467221 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -42011552.000000 Penalty: 6487.080566
	Iteration 281Q: 3 clusters Score -4.201155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467236 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -42011560.000000 Penalty: 6487.080566
	Iteration 282Q: 3 clusters Score -4.201156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467255 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -42011600.000000 Penalty: 6487.080566
	Iteration 283Q: 3 clusters Score -4.20116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467263 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -42011612.000000 Penalty: 6487.080566
	Iteration 284Q: 3 clusters Score -4.201161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467271 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -42011624.000000 Penalty: 6487.080566
	Iteration 285Q: 3 clusters Score -4.201162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467280 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -42011620.000000 Penalty: 6487.080566
	Iteration 286Q: 3 clusters Score -4.201162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467282 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -42011624.000000 Penalty: 6487.080566
	Iteration 287Q: 3 clusters Score -4.201162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467288 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -42011592.000000 Penalty: 6487.080566
	Iteration 288Q: 3 clusters Score -4.201159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467296 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -42011600.000000 Penalty: 6487.080566
	Iteration 289Q: 3 clusters Score -4.20116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467299 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -42011584.000000 Penalty: 6487.080566
	Iteration 290Q: 3 clusters Score -4.201158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467308 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -42011596.000000 Penalty: 6487.080566
	Iteration 291Q: 3 clusters Score -4.20116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467317 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -42011584.000000 Penalty: 6487.080566
	Iteration 292Q: 3 clusters Score -4.201158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467330 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -42011588.000000 Penalty: 6487.080566
	Iteration 293Q: 3 clusters Score -4.201159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467342 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -42011596.000000 Penalty: 6487.080566
	Iteration 294Q: 3 clusters Score -4.20116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467350 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -42011580.000000 Penalty: 6487.080566
	Iteration 295Q: 3 clusters Score -4.201158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467358 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -42011588.000000 Penalty: 6487.080566
	Iteration 296Q: 3 clusters Score -4.201159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467368 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -42011604.000000 Penalty: 6487.080566
	Iteration 297Q: 3 clusters Score -4.20116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467376 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -42011584.000000 Penalty: 6487.080566
	Iteration 298Q: 3 clusters Score -4.201158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467385 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -42011604.000000 Penalty: 6487.080566
	Iteration 299Q: 3 clusters Score -4.20116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467392 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -42011612.000000 Penalty: 6487.080566
	Iteration 300F: 3 clusters Score -4.201161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467401 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -42011584.000000 Penalty: 6487.080566
	Iteration 301Q: 3 clusters Score -4.201158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467421 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -42011620.000000 Penalty: 6487.080566
	Iteration 302Q: 3 clusters Score -4.201162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467439 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -42011628.000000 Penalty: 6487.080566
	Iteration 303Q: 3 clusters Score -4.201163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467460 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -42011672.000000 Penalty: 6487.080566
	Iteration 304Q: 3 clusters Score -4.201167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467491 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -42011632.000000 Penalty: 6487.080566
	Iteration 305Q: 3 clusters Score -4.201163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467529 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -42011668.000000 Penalty: 6487.080566
	Iteration 306Q: 3 clusters Score -4.201167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467559 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -42011664.000000 Penalty: 6487.080566
	Iteration 307Q: 3 clusters Score -4.201166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467588 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -42011668.000000 Penalty: 6487.080566
	Iteration 308Q: 3 clusters Score -4.201167e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467625 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -42011656.000000 Penalty: 6487.080566
	Iteration 309Q: 3 clusters Score -4.201166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467665 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -42011692.000000 Penalty: 6487.080566
	Iteration 310Q: 3 clusters Score -4.201169e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467699 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -42011724.000000 Penalty: 6487.080566
	Iteration 311Q: 3 clusters Score -4.201172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467726 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 312Q: 3 clusters Score -4.201171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467747 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -42011728.000000 Penalty: 6487.080566
	Iteration 313Q: 3 clusters Score -4.201173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467779 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -42011736.000000 Penalty: 6487.080566
	Iteration 314Q: 3 clusters Score -4.201174e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467814 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -42011740.000000 Penalty: 6487.080566
	Iteration 315Q: 3 clusters Score -4.201174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467841 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -42011724.000000 Penalty: 6487.080566
	Iteration 316Q: 3 clusters Score -4.201172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467871 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -42011740.000000 Penalty: 6487.080566
	Iteration 317Q: 3 clusters Score -4.201174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467901 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -42011736.000000 Penalty: 6487.080566
	Iteration 318Q: 3 clusters Score -4.201174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467922 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -42011736.000000 Penalty: 6487.080566
	Iteration 319Q: 3 clusters Score -4.201174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467951 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -42011716.000000 Penalty: 6487.080566
	Iteration 320F: 3 clusters Score -4.201172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467975 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -42011720.000000 Penalty: 6487.080566
	Iteration 321Q: 3 clusters Score -4.201172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468002 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -42011724.000000 Penalty: 6487.080566
	Iteration 322Q: 3 clusters Score -4.201172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468017 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -42011712.000000 Penalty: 6487.080566
	Iteration 323Q: 3 clusters Score -4.201171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468030 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -42011700.000000 Penalty: 6487.080566
	Iteration 324Q: 3 clusters Score -4.20117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468049 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 325Q: 3 clusters Score -4.201171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468070 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 326Q: 3 clusters Score -4.20117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468087 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 327Q: 3 clusters Score -4.20117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468098 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 328Q: 3 clusters Score -4.20117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468116 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -42011700.000000 Penalty: 6487.080566
	Iteration 329Q: 3 clusters Score -4.20117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468129 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 330Q: 3 clusters Score -4.20117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468138 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -42011688.000000 Penalty: 6487.080566
	Iteration 331Q: 3 clusters Score -4.201169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468144 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -42011684.000000 Penalty: 6487.080566
	Iteration 332Q: 3 clusters Score -4.201168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468151 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -42011688.000000 Penalty: 6487.080566
	Iteration 333Q: 3 clusters Score -4.201169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468152 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 334Q: 3 clusters Score -4.20117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468157 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -42011684.000000 Penalty: 6487.080566
	Iteration 335Q: 3 clusters Score -4.201168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468168 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -42011712.000000 Penalty: 6487.080566
	Iteration 336Q: 3 clusters Score -4.201171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468175 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -42011676.000000 Penalty: 6487.080566
	Iteration 337Q: 3 clusters Score -4.201168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468184 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 338Q: 3 clusters Score -4.20117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468195 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -42011716.000000 Penalty: 6487.080566
	Iteration 339Q: 3 clusters Score -4.201172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468203 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 340F: 3 clusters Score -4.201171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468207 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -42011680.000000 Penalty: 6487.080566
	Iteration 341Q: 3 clusters Score -4.201168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468216 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -42011676.000000 Penalty: 6487.080566
	Iteration 342Q: 3 clusters Score -4.201168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468222 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 343Q: 3 clusters Score -4.20117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468228 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -42011692.000000 Penalty: 6487.080566
	Iteration 344Q: 3 clusters Score -4.201169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468234 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -42011700.000000 Penalty: 6487.080566
	Iteration 345Q: 3 clusters Score -4.20117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468236 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -42011700.000000 Penalty: 6487.080566
	Iteration 346Q: 3 clusters Score -4.20117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468239 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 347Q: 3 clusters Score -4.20117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468242 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -42011716.000000 Penalty: 6487.080566
	Iteration 348Q: 3 clusters Score -4.201172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468243 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 349Q: 3 clusters Score -4.201171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468244 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 350Q: 3 clusters Score -4.20117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468246 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -42011700.000000 Penalty: 6487.080566
	Iteration 351Q: 3 clusters Score -4.20117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468248 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 352Q: 3 clusters Score -4.20117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468251 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 353Q: 3 clusters Score -4.201171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468254 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 354Q: 3 clusters Score -4.201171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468261 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -42011720.000000 Penalty: 6487.080566
	Iteration 355Q: 3 clusters Score -4.201172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468268 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -42011684.000000 Penalty: 6487.080566
	Iteration 356Q: 3 clusters Score -4.201168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468278 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -42011676.000000 Penalty: 6487.080566
	Iteration 357Q: 3 clusters Score -4.201168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468284 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 358Q: 3 clusters Score -4.20117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468286 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -42011712.000000 Penalty: 6487.080566
	Iteration 359Q: 3 clusters Score -4.201171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468290 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -42011688.000000 Penalty: 6487.080566
	Iteration 360F: 3 clusters Score -4.201169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468289 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 361Q: 3 clusters Score -4.20117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468292 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -42011716.000000 Penalty: 6487.080566
	Iteration 362Q: 3 clusters Score -4.201172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468296 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 363Q: 3 clusters Score -4.201171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468298 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -42011700.000000 Penalty: 6487.080566
	Iteration 364Q: 3 clusters Score -4.20117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468300 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 365Q: 3 clusters Score -4.20117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468302 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -42011696.000000 Penalty: 6487.080566
	Iteration 366Q: 3 clusters Score -4.20117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468305 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -42011712.000000 Penalty: 6487.080566
	Iteration 367Q: 3 clusters Score -4.201171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468307 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -42011720.000000 Penalty: 6487.080566
	Iteration 368Q: 3 clusters Score -4.201172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468305 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 369Q: 3 clusters Score -4.20117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468306 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -42011708.000000 Penalty: 6487.080566
	Iteration 370Q: 3 clusters Score -4.201171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468306 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -42011720.000000 Penalty: 6487.080566
	Iteration 371Q: 3 clusters Score -4.201172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468307 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -42011712.000000 Penalty: 6487.080566
	Iteration 372Q: 3 clusters Score -4.201171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468307 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -42011712.000000 Penalty: 6487.080566
	Iteration 373Q: 3 clusters Score -4.201171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468310 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 374Q: 3 clusters Score -4.20117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468310 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -42011704.000000 Penalty: 6487.080566
	Iteration 375F: 3 clusters Score -4.20117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Entering Unmasked Estep 
Score: -5951220.500000 Penalty: 2752.529297
	Iteration 0F: 2 clusters Score -5951220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -5906944.500000 Penalty: 5505.058594
	Iteration 0F: 3 clusters Score -5906944 nChanged 30716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5924101.500000 Penalty: 5505.058594
	Iteration 1F: 3 clusters Score -5924102 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5924799.000000 Penalty: 5505.058594
	Iteration 2Q: 3 clusters Score -5924799 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5925593.500000 Penalty: 5505.058594
	Iteration 3Q: 3 clusters Score -5925594 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5926450.500000 Penalty: 5505.058594
	Iteration 4Q: 3 clusters Score -5926450 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5927526.000000 Penalty: 5505.058594
	Iteration 5Q: 3 clusters Score -5927526 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5928962.000000 Penalty: 5505.058594
	Iteration 6Q: 3 clusters Score -5928962 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5930868.500000 Penalty: 5505.058594
	Iteration 7F: 3 clusters Score -5930868 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5933308.500000 Penalty: 5505.058594
	Iteration 8F: 3 clusters Score -5933308 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -5936146.000000 Penalty: 5505.058594
	Iteration 9F: 3 clusters Score -5936146 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -5939093.500000 Penalty: 5505.058594
	Iteration 10F: 3 clusters Score -5939094 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5941621.000000 Penalty: 5505.058594
	Iteration 11Q: 3 clusters Score -5941621 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5943725.000000 Penalty: 5505.058594
	Iteration 12Q: 3 clusters Score -5943725 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -5945314.500000 Penalty: 5505.058594
	Iteration 13Q: 3 clusters Score -5945314 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5946511.500000 Penalty: 5505.058594
	Iteration 14Q: 3 clusters Score -5946512 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5947292.500000 Penalty: 5505.058594
	Iteration 15Q: 3 clusters Score -5947292 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5947908.000000 Penalty: 5505.058594
	Iteration 16Q: 3 clusters Score -5947908 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5948236.500000 Penalty: 5505.058594
	Iteration 17Q: 3 clusters Score -5948236 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5948430.000000 Penalty: 5505.058594
	Iteration 18Q: 3 clusters Score -5948430 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5948559.000000 Penalty: 5505.058594
	Iteration 19Q: 3 clusters Score -5948559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5948640.500000 Penalty: 5505.058594
	Iteration 20F: 3 clusters Score -5948640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5948690.000000 Penalty: 5505.058594
	Iteration 21Q: 3 clusters Score -5948690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5948726.500000 Penalty: 5505.058594
	Iteration 22Q: 3 clusters Score -5948726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5948746.500000 Penalty: 5505.058594
	Iteration 23Q: 3 clusters Score -5948746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5948766.000000 Penalty: 5505.058594
	Iteration 24Q: 3 clusters Score -5948766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5948775.500000 Penalty: 5505.058594
	Iteration 25Q: 3 clusters Score -5948776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5948787.500000 Penalty: 5505.058594
	Iteration 26Q: 3 clusters Score -5948788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5948799.000000 Penalty: 5505.058594
	Iteration 27Q: 3 clusters Score -5948799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5948804.000000 Penalty: 5505.058594
	Iteration 28Q: 3 clusters Score -5948804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5948813.000000 Penalty: 5505.058594
	Iteration 29Q: 3 clusters Score -5948813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5948807.000000 Penalty: 5505.058594
	Iteration 30Q: 3 clusters Score -5948807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5948818.000000 Penalty: 5505.058594
	Iteration 31Q: 3 clusters Score -5948818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5948815.500000 Penalty: 5505.058594
	Iteration 32Q: 3 clusters Score -5948816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5948815.500000 Penalty: 5505.058594
	Iteration 33F: 3 clusters Score -5948816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Entering Unmasked Estep 
Score: -3831786.750000 Penalty: 2644.762207
	Iteration 0F: 2 clusters Score -3831787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3802990.250000 Penalty: 5289.524414
	Iteration 0F: 3 clusters Score -3802990 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3814198.750000 Penalty: 5289.524414
	Iteration 1F: 3 clusters Score -3814199 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3815063.000000 Penalty: 5289.524414
	Iteration 2F: 3 clusters Score -3815063 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3816141.250000 Penalty: 5289.524414
	Iteration 3F: 3 clusters Score -3816141 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3817537.000000 Penalty: 5289.524414
	Iteration 4F: 3 clusters Score -3817537 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3819386.500000 Penalty: 5289.524414
	Iteration 5F: 3 clusters Score -3819386 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3821521.500000 Penalty: 5289.524414
	Iteration 6F: 3 clusters Score -3821522 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3823943.000000 Penalty: 5289.524414
	Iteration 7F: 3 clusters Score -3823943 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3826076.750000 Penalty: 5289.524414
	Iteration 8F: 3 clusters Score -3826077 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3827568.250000 Penalty: 5289.524414
	Iteration 9Q: 3 clusters Score -3827568 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3828536.750000 Penalty: 5289.524414
	Iteration 10Q: 3 clusters Score -3828537 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3829058.500000 Penalty: 5289.524414
	Iteration 11Q: 3 clusters Score -3829058 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3829354.000000 Penalty: 5289.524414
	Iteration 12Q: 3 clusters Score -3829354 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3829616.500000 Penalty: 5289.524414
	Iteration 13Q: 3 clusters Score -3829616 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3829787.750000 Penalty: 5289.524414
	Iteration 14Q: 3 clusters Score -3829788 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3829892.750000 Penalty: 5289.524414
	Iteration 15Q: 3 clusters Score -3829893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3829971.250000 Penalty: 5289.524414
	Iteration 16Q: 3 clusters Score -3829971 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3830035.250000 Penalty: 5289.524414
	Iteration 17Q: 3 clusters Score -3830035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3830090.250000 Penalty: 5289.524414
	Iteration 18Q: 3 clusters Score -3830090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3830126.500000 Penalty: 5289.524414
	Iteration 19Q: 3 clusters Score -3830126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3830166.000000 Penalty: 5289.524414
	Iteration 20F: 3 clusters Score -3830166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3830193.500000 Penalty: 5289.524414
	Iteration 21Q: 3 clusters Score -3830194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3830217.500000 Penalty: 5289.524414
	Iteration 22Q: 3 clusters Score -3830218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3830235.250000 Penalty: 5289.524414
	Iteration 23Q: 3 clusters Score -3830235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3830266.000000 Penalty: 5289.524414
	Iteration 24Q: 3 clusters Score -3830266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3830282.250000 Penalty: 5289.524414
	Iteration 25Q: 3 clusters Score -3830282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3830296.250000 Penalty: 5289.524414
	Iteration 26Q: 3 clusters Score -3830296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3830304.000000 Penalty: 5289.524414
	Iteration 27Q: 3 clusters Score -3830304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3830312.500000 Penalty: 5289.524414
	Iteration 28Q: 3 clusters Score -3830312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3830311.750000 Penalty: 5289.524414
	Iteration 29Q: 3 clusters Score -3830312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3830311.500000 Penalty: 5289.524414
	Iteration 30Q: 3 clusters Score -3830312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3830314.250000 Penalty: 5289.524414
	Iteration 31Q: 3 clusters Score -3830314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3830319.000000 Penalty: 5289.524414
	Iteration 32Q: 3 clusters Score -3830319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3830319.000000 Penalty: 5289.524414
	Iteration 33F: 3 clusters Score -3830319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Entering Unmasked Estep 
Score: -2126929.250000 Penalty: 2496.512695
	Iteration 0F: 2 clusters Score -2126929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2110513.500000 Penalty: 4993.025391
	Iteration 0F: 3 clusters Score -2110514 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2116142.750000 Penalty: 4993.025391
	Iteration 1F: 3 clusters Score -2116143 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2116524.750000 Penalty: 4993.025391
	Iteration 2Q: 3 clusters Score -2116525 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2116831.500000 Penalty: 4993.025391
	Iteration 3Q: 3 clusters Score -2116832 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2117099.500000 Penalty: 4993.025391
	Iteration 4Q: 3 clusters Score -2117100 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2117378.000000 Penalty: 4993.025391
	Iteration 5Q: 3 clusters Score -2117378 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2117650.250000 Penalty: 4993.025391
	Iteration 6Q: 3 clusters Score -2117650 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2117937.250000 Penalty: 4993.025391
	Iteration 7Q: 3 clusters Score -2117937 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2118211.500000 Penalty: 4993.025391
	Iteration 8Q: 3 clusters Score -2118212 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2118536.750000 Penalty: 4993.025391
	Iteration 9Q: 3 clusters Score -2118537 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2118897.750000 Penalty: 4993.025391
	Iteration 10Q: 3 clusters Score -2118898 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2119396.250000 Penalty: 4993.025391
	Iteration 11Q: 3 clusters Score -2119396 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2120081.000000 Penalty: 4993.025391
	Iteration 12Q: 3 clusters Score -2120081 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2120945.000000 Penalty: 4993.025391
	Iteration 13F: 3 clusters Score -2120945 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2121920.000000 Penalty: 4993.025391
	Iteration 14F: 3 clusters Score -2121920 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2122903.750000 Penalty: 4993.025391
	Iteration 15F: 3 clusters Score -2122904 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2123684.000000 Penalty: 4993.025391
	Iteration 16Q: 3 clusters Score -2123684 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2124163.750000 Penalty: 4993.025391
	Iteration 17Q: 3 clusters Score -2124164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2124401.500000 Penalty: 4993.025391
	Iteration 18Q: 3 clusters Score -2124402 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2124543.250000 Penalty: 4993.025391
	Iteration 19Q: 3 clusters Score -2124543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2124608.500000 Penalty: 4993.025391
	Iteration 20F: 3 clusters Score -2124608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2124652.000000 Penalty: 4993.025391
	Iteration 21Q: 3 clusters Score -2124652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2124698.750000 Penalty: 4993.025391
	Iteration 22Q: 3 clusters Score -2124699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2124722.750000 Penalty: 4993.025391
	Iteration 23Q: 3 clusters Score -2124723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2124734.750000 Penalty: 4993.025391
	Iteration 24Q: 3 clusters Score -2124735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2124752.250000 Penalty: 4993.025391
	Iteration 25Q: 3 clusters Score -2124752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2124761.750000 Penalty: 4993.025391
	Iteration 26Q: 3 clusters Score -2124762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2124767.750000 Penalty: 4993.025391
	Iteration 27Q: 3 clusters Score -2124768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2124767.750000 Penalty: 4993.025391
	Iteration 28F: 3 clusters Score -2124768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Entering Unmasked Estep 
Score: -11450200.000000 Penalty: 2911.440186
	Iteration 0F: 2 clusters Score -1.14502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -11365861.000000 Penalty: 5822.880371
	Iteration 0F: 3 clusters Score -1.136586e+07 nChanged 59955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -11400845.000000 Penalty: 5822.880371
	Iteration 1F: 3 clusters Score -1.140084e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -11402329.000000 Penalty: 5822.880371
	Iteration 2Q: 3 clusters Score -1.140233e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -11404786.000000 Penalty: 5822.880371
	Iteration 3Q: 3 clusters Score -1.140479e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -11408278.000000 Penalty: 5822.880371
	Iteration 4F: 3 clusters Score -1.140828e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -11413312.000000 Penalty: 5822.880371
	Iteration 5F: 3 clusters Score -1.141331e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -11419190.000000 Penalty: 5822.880371
	Iteration 6F: 3 clusters Score -1.141919e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -11424513.000000 Penalty: 5822.880371
	Iteration 7F: 3 clusters Score -1.142451e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -11429162.000000 Penalty: 5822.880371
	Iteration 8F: 3 clusters Score -1.142916e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -11433839.000000 Penalty: 5822.880371
	Iteration 9Q: 3 clusters Score -1.143384e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -11438412.000000 Penalty: 5822.880371
	Iteration 10Q: 3 clusters Score -1.143841e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -11441409.000000 Penalty: 5822.880371
	Iteration 11Q: 3 clusters Score -1.144141e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 111740 members 
Entering Unmasked Estep 
Score: -11443189.000000 Penalty: 5822.880371
	Iteration 12Q: 3 clusters Score -1.144319e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 113312 members 
Entering Unmasked Estep 
Score: -11444183.000000 Penalty: 5822.880371
	Iteration 13Q: 3 clusters Score -1.144418e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -11444909.000000 Penalty: 5822.880371
	Iteration 14Q: 3 clusters Score -1.144491e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 115696 members 
Entering Unmasked Estep 
Score: -11445431.000000 Penalty: 5822.880371
	Iteration 15Q: 3 clusters Score -1.144543e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -11445889.000000 Penalty: 5822.880371
	Iteration 16Q: 3 clusters Score -1.144589e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 117444 members 
Entering Unmasked Estep 
Score: -11446232.000000 Penalty: 5822.880371
	Iteration 17Q: 3 clusters Score -1.144623e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -11446436.000000 Penalty: 5822.880371
	Iteration 18Q: 3 clusters Score -1.144644e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 118766 members 
Entering Unmasked Estep 
Score: -11446726.000000 Penalty: 5822.880371
	Iteration 19Q: 3 clusters Score -1.144673e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -11446885.000000 Penalty: 5822.880371
	Iteration 20F: 3 clusters Score -1.144688e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -11447027.000000 Penalty: 5822.880371
	Iteration 21Q: 3 clusters Score -1.144703e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -11447158.000000 Penalty: 5822.880371
	Iteration 22Q: 3 clusters Score -1.144716e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 120311 members 
Entering Unmasked Estep 
Score: -11447238.000000 Penalty: 5822.880371
	Iteration 23Q: 3 clusters Score -1.144724e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 120599 members 
Entering Unmasked Estep 
Score: -11447350.000000 Penalty: 5822.880371
	Iteration 24Q: 3 clusters Score -1.144735e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -11447398.000000 Penalty: 5822.880371
	Iteration 25Q: 3 clusters Score -1.14474e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -11447445.000000 Penalty: 5822.880371
	Iteration 26Q: 3 clusters Score -1.144744e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -11447493.000000 Penalty: 5822.880371
	Iteration 27Q: 3 clusters Score -1.144749e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -11447525.000000 Penalty: 5822.880371
	Iteration 28Q: 3 clusters Score -1.144752e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 121554 members 
Entering Unmasked Estep 
Score: -11447554.000000 Penalty: 5822.880371
	Iteration 29Q: 3 clusters Score -1.144755e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -11447603.000000 Penalty: 5822.880371
	Iteration 30Q: 3 clusters Score -1.14476e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 121811 members 
Entering Unmasked Estep 
Score: -11447645.000000 Penalty: 5822.880371
	Iteration 31Q: 3 clusters Score -1.144764e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -11447659.000000 Penalty: 5822.880371
	Iteration 32Q: 3 clusters Score -1.144766e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 122017 members 
Entering Unmasked Estep 
Score: -11447672.000000 Penalty: 5822.880371
	Iteration 33Q: 3 clusters Score -1.144767e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -11447677.000000 Penalty: 5822.880371
	Iteration 34Q: 3 clusters Score -1.144768e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -11447725.000000 Penalty: 5822.880371
	Iteration 35Q: 3 clusters Score -1.144772e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 122266 members 
Entering Unmasked Estep 
Score: -11447753.000000 Penalty: 5822.880371
	Iteration 36Q: 3 clusters Score -1.144775e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -11447753.000000 Penalty: 5822.880371
	Iteration 37Q: 3 clusters Score -1.144775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 122397 members 
Entering Unmasked Estep 
Score: -11447772.000000 Penalty: 5822.880371
	Iteration 38Q: 3 clusters Score -1.144777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 122437 members 
Entering Unmasked Estep 
Score: -11447782.000000 Penalty: 5822.880371
	Iteration 39Q: 3 clusters Score -1.144778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 122474 members 
Entering Unmasked Estep 
Score: -11447787.000000 Penalty: 5822.880371
	Iteration 40F: 3 clusters Score -1.144779e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 122526 members 
Entering Unmasked Estep 
Score: -11447807.000000 Penalty: 5822.880371
	Iteration 41Q: 3 clusters Score -1.144781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -11447815.000000 Penalty: 5822.880371
	Iteration 42Q: 3 clusters Score -1.144782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 122596 members 
Entering Unmasked Estep 
Score: -11447820.000000 Penalty: 5822.880371
	Iteration 43Q: 3 clusters Score -1.144782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -11447829.000000 Penalty: 5822.880371
	Iteration 44Q: 3 clusters Score -1.144783e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
Score: -11447841.000000 Penalty: 5822.880371
	Iteration 45Q: 3 clusters Score -1.144784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -11447841.000000 Penalty: 5822.880371
	Iteration 46Q: 3 clusters Score -1.144784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 122689 members 
Entering Unmasked Estep 
Score: -11447842.000000 Penalty: 5822.880371
	Iteration 47Q: 3 clusters Score -1.144784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -11447838.000000 Penalty: 5822.880371
	Iteration 48Q: 3 clusters Score -1.144784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -11447831.000000 Penalty: 5822.880371
	Iteration 49Q: 3 clusters Score -1.144783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -11447830.000000 Penalty: 5822.880371
	Iteration 50Q: 3 clusters Score -1.144783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 122732 members 
Entering Unmasked Estep 
Score: -11447848.000000 Penalty: 5822.880371
	Iteration 51Q: 3 clusters Score -1.144785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -11447843.000000 Penalty: 5822.880371
	Iteration 52Q: 3 clusters Score -1.144784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 122756 members 
Entering Unmasked Estep 
Score: -11447856.000000 Penalty: 5822.880371
	Iteration 53Q: 3 clusters Score -1.144786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -11447870.000000 Penalty: 5822.880371
	Iteration 54Q: 3 clusters Score -1.144787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -11447879.000000 Penalty: 5822.880371
	Iteration 55Q: 3 clusters Score -1.144788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -11447887.000000 Penalty: 5822.880371
	Iteration 56Q: 3 clusters Score -1.144789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -11447880.000000 Penalty: 5822.880371
	Iteration 57Q: 3 clusters Score -1.144788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -11447871.000000 Penalty: 5822.880371
	Iteration 58Q: 3 clusters Score -1.144787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 122810 members 
Entering Unmasked Estep 
Score: -11447869.000000 Penalty: 5822.880371
	Iteration 59Q: 3 clusters Score -1.144787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -11447865.000000 Penalty: 5822.880371
	Iteration 60F: 3 clusters Score -1.144786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -11447864.000000 Penalty: 5822.880371
	Iteration 61Q: 3 clusters Score -1.144786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -11447868.000000 Penalty: 5822.880371
	Iteration 62Q: 3 clusters Score -1.144787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 122821 members 
Entering Unmasked Estep 
Score: -11447870.000000 Penalty: 5822.880371
	Iteration 63Q: 3 clusters Score -1.144787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -11447866.000000 Penalty: 5822.880371
	Iteration 64Q: 3 clusters Score -1.144787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -11447863.000000 Penalty: 5822.880371
	Iteration 65Q: 3 clusters Score -1.144786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -11447868.000000 Penalty: 5822.880371
	Iteration 66Q: 3 clusters Score -1.144787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 122830 members 
Entering Unmasked Estep 
Score: -11447861.000000 Penalty: 5822.880371
	Iteration 67Q: 3 clusters Score -1.144786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -11447864.000000 Penalty: 5822.880371
	Iteration 68Q: 3 clusters Score -1.144786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -11447864.000000 Penalty: 5822.880371
	Iteration 69F: 3 clusters Score -1.144786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Entering Unmasked Estep 
Score: -1328660.875000 Penalty: 2392.787598
	Iteration 0F: 2 clusters Score -1328661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1317577.625000 Penalty: 4785.575195
	Iteration 0F: 3 clusters Score -1317578 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1321157.250000 Penalty: 4785.575195
	Iteration 1F: 3 clusters Score -1321157 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1321541.875000 Penalty: 4785.575195
	Iteration 2F: 3 clusters Score -1321542 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1321850.625000 Penalty: 4785.575195
	Iteration 3Q: 3 clusters Score -1321851 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1322159.500000 Penalty: 4785.575195
	Iteration 4Q: 3 clusters Score -1322160 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1322489.375000 Penalty: 4785.575195
	Iteration 5Q: 3 clusters Score -1322489 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1322874.000000 Penalty: 4785.575195
	Iteration 6Q: 3 clusters Score -1322874 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1323250.750000 Penalty: 4785.575195
	Iteration 7Q: 3 clusters Score -1323251 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1323637.250000 Penalty: 4785.575195
	Iteration 8Q: 3 clusters Score -1323637 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1324016.250000 Penalty: 4785.575195
	Iteration 9Q: 3 clusters Score -1324016 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1324463.625000 Penalty: 4785.575195
	Iteration 10Q: 3 clusters Score -1324464 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1324912.000000 Penalty: 4785.575195
	Iteration 11Q: 3 clusters Score -1324912 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1325373.375000 Penalty: 4785.575195
	Iteration 12Q: 3 clusters Score -1325373 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1325901.125000 Penalty: 4785.575195
	Iteration 13Q: 3 clusters Score -1325901 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1326294.750000 Penalty: 4785.575195
	Iteration 14Q: 3 clusters Score -1326295 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1326581.000000 Penalty: 4785.575195
	Iteration 15Q: 3 clusters Score -1326581 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1326736.000000 Penalty: 4785.575195
	Iteration 16Q: 3 clusters Score -1326736 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1326840.000000 Penalty: 4785.575195
	Iteration 17Q: 3 clusters Score -1326840 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1326924.375000 Penalty: 4785.575195
	Iteration 18Q: 3 clusters Score -1326924 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1326987.000000 Penalty: 4785.575195
	Iteration 19Q: 3 clusters Score -1326987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1327037.375000 Penalty: 4785.575195
	Iteration 20F: 3 clusters Score -1327037 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1327066.875000 Penalty: 4785.575195
	Iteration 21Q: 3 clusters Score -1327067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1327091.000000 Penalty: 4785.575195
	Iteration 22Q: 3 clusters Score -1327091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1327114.375000 Penalty: 4785.575195
	Iteration 23Q: 3 clusters Score -1327114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1327127.125000 Penalty: 4785.575195
	Iteration 24Q: 3 clusters Score -1327127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1327138.125000 Penalty: 4785.575195
	Iteration 25Q: 3 clusters Score -1327138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1327151.625000 Penalty: 4785.575195
	Iteration 26Q: 3 clusters Score -1327152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1327163.125000 Penalty: 4785.575195
	Iteration 27Q: 3 clusters Score -1327163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1327171.750000 Penalty: 4785.575195
	Iteration 28Q: 3 clusters Score -1327172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1327179.000000 Penalty: 4785.575195
	Iteration 29Q: 3 clusters Score -1327179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1327188.625000 Penalty: 4785.575195
	Iteration 30Q: 3 clusters Score -1327189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1327198.375000 Penalty: 4785.575195
	Iteration 31Q: 3 clusters Score -1327198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1327197.625000 Penalty: 4785.575195
	Iteration 32Q: 3 clusters Score -1327198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1327203.375000 Penalty: 4785.575195
	Iteration 33Q: 3 clusters Score -1327203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1327208.125000 Penalty: 4785.575195
	Iteration 34Q: 3 clusters Score -1327208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1327219.375000 Penalty: 4785.575195
	Iteration 35Q: 3 clusters Score -1327219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1327222.250000 Penalty: 4785.575195
	Iteration 36Q: 3 clusters Score -1327222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1327227.125000 Penalty: 4785.575195
	Iteration 37Q: 3 clusters Score -1327227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1327227.750000 Penalty: 4785.575195
	Iteration 38Q: 3 clusters Score -1327228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1327225.875000 Penalty: 4785.575195
	Iteration 39Q: 3 clusters Score -1327226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1327238.875000 Penalty: 4785.575195
	Iteration 40F: 3 clusters Score -1327239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1327236.625000 Penalty: 4785.575195
	Iteration 41Q: 3 clusters Score -1327237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1327237.500000 Penalty: 4785.575195
	Iteration 42Q: 3 clusters Score -1327238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1327239.750000 Penalty: 4785.575195
	Iteration 43Q: 3 clusters Score -1327240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1327239.250000 Penalty: 4785.575195
	Iteration 44Q: 3 clusters Score -1327239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1327243.250000 Penalty: 4785.575195
	Iteration 45Q: 3 clusters Score -1327243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1327242.500000 Penalty: 4785.575195
	Iteration 46Q: 3 clusters Score -1327242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1327242.375000 Penalty: 4785.575195
	Iteration 47Q: 3 clusters Score -1327242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1327243.875000 Penalty: 4785.575195
	Iteration 48Q: 3 clusters Score -1327244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1327243.750000 Penalty: 4785.575195
	Iteration 49Q: 3 clusters Score -1327244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1327241.625000 Penalty: 4785.575195
	Iteration 50Q: 3 clusters Score -1327242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1327241.750000 Penalty: 4785.575195
	Iteration 51Q: 3 clusters Score -1327242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1327243.000000 Penalty: 4785.575195
	Iteration 52Q: 3 clusters Score -1327243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1327243.125000 Penalty: 4785.575195
	Iteration 53Q: 3 clusters Score -1327243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1327243.250000 Penalty: 4785.575195
	Iteration 54Q: 3 clusters Score -1327243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1327245.000000 Penalty: 4785.575195
	Iteration 55Q: 3 clusters Score -1327245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1327244.750000 Penalty: 4785.575195
	Iteration 56Q: 3 clusters Score -1327245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1327247.250000 Penalty: 4785.575195
	Iteration 57Q: 3 clusters Score -1327247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1327247.625000 Penalty: 4785.575195
	Iteration 58Q: 3 clusters Score -1327248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1327249.250000 Penalty: 4785.575195
	Iteration 59Q: 3 clusters Score -1327249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1327249.750000 Penalty: 4785.575195
	Iteration 60F: 3 clusters Score -1327250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1327248.250000 Penalty: 4785.575195
	Iteration 61Q: 3 clusters Score -1327248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1327249.500000 Penalty: 4785.575195
	Iteration 62Q: 3 clusters Score -1327250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1327249.125000 Penalty: 4785.575195
	Iteration 63Q: 3 clusters Score -1327249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1327247.750000 Penalty: 4785.575195
	Iteration 64Q: 3 clusters Score -1327248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1327247.750000 Penalty: 4785.575195
	Iteration 65F: 3 clusters Score -1327248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -343337.875000 Penalty: 2056.800293
	Iteration 0F: 2 clusters Score -343337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -339521.843750 Penalty: 4113.600586
	Iteration 0F: 3 clusters Score -339521.8 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -340491.656250 Penalty: 4113.600586
	Iteration 1F: 3 clusters Score -340491.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -340689.125000 Penalty: 4113.600586
	Iteration 2F: 3 clusters Score -340689.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -340825.875000 Penalty: 4113.600586
	Iteration 3Q: 3 clusters Score -340825.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -340925.062500 Penalty: 4113.600586
	Iteration 4Q: 3 clusters Score -340925.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -340996.875000 Penalty: 4113.600586
	Iteration 5Q: 3 clusters Score -340996.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -341052.000000 Penalty: 4113.600586
	Iteration 6Q: 3 clusters Score -341052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -341091.062500 Penalty: 4113.600586
	Iteration 7Q: 3 clusters Score -341091.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -341121.093750 Penalty: 4113.600586
	Iteration 8Q: 3 clusters Score -341121.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -341144.718750 Penalty: 4113.600586
	Iteration 9Q: 3 clusters Score -341144.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -341158.156250 Penalty: 4113.600586
	Iteration 10Q: 3 clusters Score -341158.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -341172.812500 Penalty: 4113.600586
	Iteration 11Q: 3 clusters Score -341172.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -341184.937500 Penalty: 4113.600586
	Iteration 12Q: 3 clusters Score -341184.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -341198.750000 Penalty: 4113.600586
	Iteration 13Q: 3 clusters Score -341198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -341213.875000 Penalty: 4113.600586
	Iteration 14Q: 3 clusters Score -341213.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -341226.593750 Penalty: 4113.600586
	Iteration 15Q: 3 clusters Score -341226.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -341236.375000 Penalty: 4113.600586
	Iteration 16Q: 3 clusters Score -341236.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -341243.718750 Penalty: 4113.600586
	Iteration 17Q: 3 clusters Score -341243.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -341248.968750 Penalty: 4113.600586
	Iteration 18Q: 3 clusters Score -341249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -341252.937500 Penalty: 4113.600586
	Iteration 19Q: 3 clusters Score -341252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -341255.343750 Penalty: 4113.600586
	Iteration 20F: 3 clusters Score -341255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -341257.562500 Penalty: 4113.600586
	Iteration 21Q: 3 clusters Score -341257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -341260.062500 Penalty: 4113.600586
	Iteration 22Q: 3 clusters Score -341260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341261.093750 Penalty: 4113.600586
	Iteration 23Q: 3 clusters Score -341261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341261.687500 Penalty: 4113.600586
	Iteration 24Q: 3 clusters Score -341261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341262.156250 Penalty: 4113.600586
	Iteration 25Q: 3 clusters Score -341262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -341262.875000 Penalty: 4113.600586
	Iteration 26Q: 3 clusters Score -341262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -341263.312500 Penalty: 4113.600586
	Iteration 27Q: 3 clusters Score -341263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -341264.218750 Penalty: 4113.600586
	Iteration 28Q: 3 clusters Score -341264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -341264.218750 Penalty: 4113.600586
	Iteration 29F: 3 clusters Score -341264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Entering Unmasked Estep 
Score: -1462764.750000 Penalty: 2407.271973
	Iteration 0F: 2 clusters Score -1462765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1450917.625000 Penalty: 4814.543945
	Iteration 0F: 3 clusters Score -1450918 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1454741.375000 Penalty: 4814.543945
	Iteration 1F: 3 clusters Score -1454741 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1455101.500000 Penalty: 4814.543945
	Iteration 2F: 3 clusters Score -1455102 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1455363.875000 Penalty: 4814.543945
	Iteration 3Q: 3 clusters Score -1455364 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1455583.750000 Penalty: 4814.543945
	Iteration 4Q: 3 clusters Score -1455584 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1455771.875000 Penalty: 4814.543945
	Iteration 5Q: 3 clusters Score -1455772 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1455970.000000 Penalty: 4814.543945
	Iteration 6Q: 3 clusters Score -1455970 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1456179.875000 Penalty: 4814.543945
	Iteration 7Q: 3 clusters Score -1456180 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1456464.125000 Penalty: 4814.543945
	Iteration 8Q: 3 clusters Score -1456464 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1456856.125000 Penalty: 4814.543945
	Iteration 9Q: 3 clusters Score -1456856 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1457360.875000 Penalty: 4814.543945
	Iteration 10Q: 3 clusters Score -1457361 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1457981.875000 Penalty: 4814.543945
	Iteration 11F: 3 clusters Score -1457982 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1458609.000000 Penalty: 4814.543945
	Iteration 12Q: 3 clusters Score -1458609 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1459176.875000 Penalty: 4814.543945
	Iteration 13Q: 3 clusters Score -1459177 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1459651.125000 Penalty: 4814.543945
	Iteration 14Q: 3 clusters Score -1459651 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1460048.250000 Penalty: 4814.543945
	Iteration 15Q: 3 clusters Score -1460048 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1460385.625000 Penalty: 4814.543945
	Iteration 16Q: 3 clusters Score -1460386 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1460641.250000 Penalty: 4814.543945
	Iteration 17Q: 3 clusters Score -1460641 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1460841.625000 Penalty: 4814.543945
	Iteration 18Q: 3 clusters Score -1460842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1460995.750000 Penalty: 4814.543945
	Iteration 19Q: 3 clusters Score -1460996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1461084.125000 Penalty: 4814.543945
	Iteration 20F: 3 clusters Score -1461084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1461151.250000 Penalty: 4814.543945
	Iteration 21Q: 3 clusters Score -1461151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1461204.000000 Penalty: 4814.543945
	Iteration 22Q: 3 clusters Score -1461204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1461241.000000 Penalty: 4814.543945
	Iteration 23Q: 3 clusters Score -1461241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1461278.375000 Penalty: 4814.543945
	Iteration 24Q: 3 clusters Score -1461278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1461308.125000 Penalty: 4814.543945
	Iteration 25Q: 3 clusters Score -1461308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1461332.000000 Penalty: 4814.543945
	Iteration 26Q: 3 clusters Score -1461332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1461355.250000 Penalty: 4814.543945
	Iteration 27Q: 3 clusters Score -1461355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1461372.125000 Penalty: 4814.543945
	Iteration 28Q: 3 clusters Score -1461372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1461385.875000 Penalty: 4814.543945
	Iteration 29Q: 3 clusters Score -1461386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1461397.750000 Penalty: 4814.543945
	Iteration 30Q: 3 clusters Score -1461398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1461407.000000 Penalty: 4814.543945
	Iteration 31Q: 3 clusters Score -1461407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1461418.250000 Penalty: 4814.543945
	Iteration 32Q: 3 clusters Score -1461418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1461424.375000 Penalty: 4814.543945
	Iteration 33Q: 3 clusters Score -1461424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1461426.750000 Penalty: 4814.543945
	Iteration 34Q: 3 clusters Score -1461427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1461432.000000 Penalty: 4814.543945
	Iteration 35Q: 3 clusters Score -1461432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1461430.125000 Penalty: 4814.543945
	Iteration 36Q: 3 clusters Score -1461430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1461430.625000 Penalty: 4814.543945
	Iteration 37Q: 3 clusters Score -1461431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1461430.625000 Penalty: 4814.543945
	Iteration 38F: 3 clusters Score -1461431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -284684.812500 Penalty: 2056.862305
	Iteration 0F: 2 clusters Score -284684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -280824.812500 Penalty: 4113.724609
	Iteration 0F: 3 clusters Score -280824.8 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -281816.343750 Penalty: 4113.724609
	Iteration 1F: 3 clusters Score -281816.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -282131.093750 Penalty: 4113.724609
	Iteration 2F: 3 clusters Score -282131.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -282420.250000 Penalty: 4113.724609
	Iteration 3F: 3 clusters Score -282420.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -282727.437500 Penalty: 4113.724609
	Iteration 4F: 3 clusters Score -282727.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -282965.250000 Penalty: 4113.724609
	Iteration 5F: 3 clusters Score -282965.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -283168.218750 Penalty: 4113.724609
	Iteration 6F: 3 clusters Score -283168.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -283312.031250 Penalty: 4113.724609
	Iteration 7Q: 3 clusters Score -283312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -283375.593750 Penalty: 4113.724609
	Iteration 8Q: 3 clusters Score -283375.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -283410.625000 Penalty: 4113.724609
	Iteration 9Q: 3 clusters Score -283410.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -283431.656250 Penalty: 4113.724609
	Iteration 10Q: 3 clusters Score -283431.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -283455.375000 Penalty: 4113.724609
	Iteration 11Q: 3 clusters Score -283455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -283475.437500 Penalty: 4113.724609
	Iteration 12Q: 3 clusters Score -283475.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -283492.906250 Penalty: 4113.724609
	Iteration 13Q: 3 clusters Score -283492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -283508.343750 Penalty: 4113.724609
	Iteration 14Q: 3 clusters Score -283508.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -283518.093750 Penalty: 4113.724609
	Iteration 15Q: 3 clusters Score -283518.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -283527.250000 Penalty: 4113.724609
	Iteration 16Q: 3 clusters Score -283527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -283533.156250 Penalty: 4113.724609
	Iteration 17Q: 3 clusters Score -283533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -283538.625000 Penalty: 4113.724609
	Iteration 18Q: 3 clusters Score -283538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -283543.562500 Penalty: 4113.724609
	Iteration 19Q: 3 clusters Score -283543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -283545.687500 Penalty: 4113.724609
	Iteration 20F: 3 clusters Score -283545.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -283549.718750 Penalty: 4113.724609
	Iteration 21Q: 3 clusters Score -283549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -283557.125000 Penalty: 4113.724609
	Iteration 22Q: 3 clusters Score -283557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -283566.781250 Penalty: 4113.724609
	Iteration 23Q: 3 clusters Score -283566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -283574.625000 Penalty: 4113.724609
	Iteration 24Q: 3 clusters Score -283574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -283584.187500 Penalty: 4113.724609
	Iteration 25Q: 3 clusters Score -283584.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -283591.312500 Penalty: 4113.724609
	Iteration 26Q: 3 clusters Score -283591.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -283596.593750 Penalty: 4113.724609
	Iteration 27Q: 3 clusters Score -283596.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -283604.593750 Penalty: 4113.724609
	Iteration 28Q: 3 clusters Score -283604.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -283611.531250 Penalty: 4113.724609
	Iteration 29Q: 3 clusters Score -283611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -283618.625000 Penalty: 4113.724609
	Iteration 30Q: 3 clusters Score -283618.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -283625.875000 Penalty: 4113.724609
	Iteration 31Q: 3 clusters Score -283625.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -283634.250000 Penalty: 4113.724609
	Iteration 32Q: 3 clusters Score -283634.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -283642.531250 Penalty: 4113.724609
	Iteration 33Q: 3 clusters Score -283642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -283649.718750 Penalty: 4113.724609
	Iteration 34Q: 3 clusters Score -283649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -283653.312500 Penalty: 4113.724609
	Iteration 35Q: 3 clusters Score -283653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -283658.781250 Penalty: 4113.724609
	Iteration 36Q: 3 clusters Score -283658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -283663.843750 Penalty: 4113.724609
	Iteration 37Q: 3 clusters Score -283663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -283673.062500 Penalty: 4113.724609
	Iteration 38Q: 3 clusters Score -283673.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -283679.562500 Penalty: 4113.724609
	Iteration 39Q: 3 clusters Score -283679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -283685.312500 Penalty: 4113.724609
	Iteration 40F: 3 clusters Score -283685.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -283692.218750 Penalty: 4113.724609
	Iteration 41Q: 3 clusters Score -283692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -283696.312500 Penalty: 4113.724609
	Iteration 42Q: 3 clusters Score -283696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -283699.781250 Penalty: 4113.724609
	Iteration 43Q: 3 clusters Score -283699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -283703.437500 Penalty: 4113.724609
	Iteration 44Q: 3 clusters Score -283703.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -283710.468750 Penalty: 4113.724609
	Iteration 45Q: 3 clusters Score -283710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -283712.875000 Penalty: 4113.724609
	Iteration 46Q: 3 clusters Score -283712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -283718.000000 Penalty: 4113.724609
	Iteration 47Q: 3 clusters Score -283718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -283726.531250 Penalty: 4113.724609
	Iteration 48Q: 3 clusters Score -283726.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -283731.843750 Penalty: 4113.724609
	Iteration 49Q: 3 clusters Score -283731.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -283742.656250 Penalty: 4113.724609
	Iteration 50Q: 3 clusters Score -283742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -283754.031250 Penalty: 4113.724609
	Iteration 51Q: 3 clusters Score -283754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -283762.406250 Penalty: 4113.724609
	Iteration 52Q: 3 clusters Score -283762.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -283772.281250 Penalty: 4113.724609
	Iteration 53Q: 3 clusters Score -283772.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -283781.625000 Penalty: 4113.724609
	Iteration 54Q: 3 clusters Score -283781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -283791.875000 Penalty: 4113.724609
	Iteration 55Q: 3 clusters Score -283791.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -283801.906250 Penalty: 4113.724609
	Iteration 56Q: 3 clusters Score -283801.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -283808.562500 Penalty: 4113.724609
	Iteration 57Q: 3 clusters Score -283808.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -283816.156250 Penalty: 4113.724609
	Iteration 58Q: 3 clusters Score -283816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -283825.187500 Penalty: 4113.724609
	Iteration 59Q: 3 clusters Score -283825.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -283832.843750 Penalty: 4113.724609
	Iteration 60F: 3 clusters Score -283832.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -283841.812500 Penalty: 4113.724609
	Iteration 61Q: 3 clusters Score -283841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -283848.750000 Penalty: 4113.724609
	Iteration 62Q: 3 clusters Score -283848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -283862.937500 Penalty: 4113.724609
	Iteration 63Q: 3 clusters Score -283862.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -283867.125000 Penalty: 4113.724609
	Iteration 64Q: 3 clusters Score -283867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -283869.500000 Penalty: 4113.724609
	Iteration 65Q: 3 clusters Score -283869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -283870.843750 Penalty: 4113.724609
	Iteration 66Q: 3 clusters Score -283870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -283872.937500 Penalty: 4113.724609
	Iteration 67Q: 3 clusters Score -283872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -283876.250000 Penalty: 4113.724609
	Iteration 68Q: 3 clusters Score -283876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -283879.218750 Penalty: 4113.724609
	Iteration 69Q: 3 clusters Score -283879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -283883.437500 Penalty: 4113.724609
	Iteration 70Q: 3 clusters Score -283883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -283884.500000 Penalty: 4113.724609
	Iteration 71Q: 3 clusters Score -283884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -283884.500000 Penalty: 4113.724609
	Iteration 72F: 3 clusters Score -283884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Entering Unmasked Estep 
Score: -3136654.500000 Penalty: 2602.709473
	Iteration 0F: 2 clusters Score -3136654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3112008.000000 Penalty: 5205.418945
	Iteration 0F: 3 clusters Score -3112008 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3121090.750000 Penalty: 5205.418945
	Iteration 1F: 3 clusters Score -3121091 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3121770.500000 Penalty: 5205.418945
	Iteration 2Q: 3 clusters Score -3121770 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3122541.750000 Penalty: 5205.418945
	Iteration 3Q: 3 clusters Score -3122542 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3123554.500000 Penalty: 5205.418945
	Iteration 4F: 3 clusters Score -3123554 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3124815.750000 Penalty: 5205.418945
	Iteration 5F: 3 clusters Score -3124816 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3126375.500000 Penalty: 5205.418945
	Iteration 6F: 3 clusters Score -3126376 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3128026.500000 Penalty: 5205.418945
	Iteration 7F: 3 clusters Score -3128026 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3129453.250000 Penalty: 5205.418945
	Iteration 8F: 3 clusters Score -3129453 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3130536.000000 Penalty: 5205.418945
	Iteration 9Q: 3 clusters Score -3130536 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3131311.000000 Penalty: 5205.418945
	Iteration 10Q: 3 clusters Score -3131311 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3131914.250000 Penalty: 5205.418945
	Iteration 11Q: 3 clusters Score -3131914 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3132336.250000 Penalty: 5205.418945
	Iteration 12Q: 3 clusters Score -3132336 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3132650.250000 Penalty: 5205.418945
	Iteration 13Q: 3 clusters Score -3132650 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3132937.250000 Penalty: 5205.418945
	Iteration 14Q: 3 clusters Score -3132937 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3133198.000000 Penalty: 5205.418945
	Iteration 15Q: 3 clusters Score -3133198 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3133415.000000 Penalty: 5205.418945
	Iteration 16Q: 3 clusters Score -3133415 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3133631.000000 Penalty: 5205.418945
	Iteration 17Q: 3 clusters Score -3133631 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3133839.750000 Penalty: 5205.418945
	Iteration 18Q: 3 clusters Score -3133840 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -3134016.250000 Penalty: 5205.418945
	Iteration 19Q: 3 clusters Score -3134016 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3134163.250000 Penalty: 5205.418945
	Iteration 20F: 3 clusters Score -3134163 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -3134285.500000 Penalty: 5205.418945
	Iteration 21Q: 3 clusters Score -3134286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3134380.000000 Penalty: 5205.418945
	Iteration 22Q: 3 clusters Score -3134380 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -3134443.000000 Penalty: 5205.418945
	Iteration 23Q: 3 clusters Score -3134443 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -3134498.750000 Penalty: 5205.418945
	Iteration 24Q: 3 clusters Score -3134499 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3134541.000000 Penalty: 5205.418945
	Iteration 25Q: 3 clusters Score -3134541 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -3134599.500000 Penalty: 5205.418945
	Iteration 26Q: 3 clusters Score -3134600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -3134623.500000 Penalty: 5205.418945
	Iteration 27Q: 3 clusters Score -3134624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3134659.000000 Penalty: 5205.418945
	Iteration 28Q: 3 clusters Score -3134659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3134674.250000 Penalty: 5205.418945
	Iteration 29Q: 3 clusters Score -3134674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -3134683.250000 Penalty: 5205.418945
	Iteration 30Q: 3 clusters Score -3134683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3134706.000000 Penalty: 5205.418945
	Iteration 31Q: 3 clusters Score -3134706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -3134713.500000 Penalty: 5205.418945
	Iteration 32Q: 3 clusters Score -3134714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3134715.000000 Penalty: 5205.418945
	Iteration 33Q: 3 clusters Score -3134715 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -3134741.250000 Penalty: 5205.418945
	Iteration 34Q: 3 clusters Score -3134741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -3134745.000000 Penalty: 5205.418945
	Iteration 35Q: 3 clusters Score -3134745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3134756.750000 Penalty: 5205.418945
	Iteration 36Q: 3 clusters Score -3134757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3134752.500000 Penalty: 5205.418945
	Iteration 37Q: 3 clusters Score -3134752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3134754.000000 Penalty: 5205.418945
	Iteration 38Q: 3 clusters Score -3134754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -3134766.250000 Penalty: 5205.418945
	Iteration 39Q: 3 clusters Score -3134766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3134765.750000 Penalty: 5205.418945
	Iteration 40F: 3 clusters Score -3134766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3134772.250000 Penalty: 5205.418945
	Iteration 41Q: 3 clusters Score -3134772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3134768.750000 Penalty: 5205.418945
	Iteration 42Q: 3 clusters Score -3134769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3134772.250000 Penalty: 5205.418945
	Iteration 43Q: 3 clusters Score -3134772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -3134774.000000 Penalty: 5205.418945
	Iteration 44Q: 3 clusters Score -3134774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -3134771.250000 Penalty: 5205.418945
	Iteration 45Q: 3 clusters Score -3134771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3134772.250000 Penalty: 5205.418945
	Iteration 46Q: 3 clusters Score -3134772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3134776.250000 Penalty: 5205.418945
	Iteration 47Q: 3 clusters Score -3134776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3134783.000000 Penalty: 5205.418945
	Iteration 48Q: 3 clusters Score -3134783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3134786.500000 Penalty: 5205.418945
	Iteration 49Q: 3 clusters Score -3134786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3134792.000000 Penalty: 5205.418945
	Iteration 50Q: 3 clusters Score -3134792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -3134790.250000 Penalty: 5205.418945
	Iteration 51Q: 3 clusters Score -3134790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -3134793.500000 Penalty: 5205.418945
	Iteration 52Q: 3 clusters Score -3134794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -3134791.000000 Penalty: 5205.418945
	Iteration 53Q: 3 clusters Score -3134791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -3134790.000000 Penalty: 5205.418945
	Iteration 54Q: 3 clusters Score -3134790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3134790.500000 Penalty: 5205.418945
	Iteration 55Q: 3 clusters Score -3134790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -3134795.750000 Penalty: 5205.418945
	Iteration 56Q: 3 clusters Score -3134796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3134797.750000 Penalty: 5205.418945
	Iteration 57Q: 3 clusters Score -3134798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3134802.250000 Penalty: 5205.418945
	Iteration 58Q: 3 clusters Score -3134802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -3134804.500000 Penalty: 5205.418945
	Iteration 59Q: 3 clusters Score -3134804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -3134803.750000 Penalty: 5205.418945
	Iteration 60F: 3 clusters Score -3134804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -3134804.000000 Penalty: 5205.418945
	Iteration 61Q: 3 clusters Score -3134804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3134809.500000 Penalty: 5205.418945
	Iteration 62Q: 3 clusters Score -3134810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3134810.750000 Penalty: 5205.418945
	Iteration 63Q: 3 clusters Score -3134811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3134810.750000 Penalty: 5205.418945
	Iteration 64F: 3 clusters Score -3134811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1351235.625000 Penalty: 2384.818848
	Iteration 0F: 2 clusters Score -1351236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1340420.000000 Penalty: 4769.637695
	Iteration 0F: 3 clusters Score -1340420 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1343850.375000 Penalty: 4769.637695
	Iteration 1F: 3 clusters Score -1343850 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1344180.500000 Penalty: 4769.637695
	Iteration 2F: 3 clusters Score -1344180 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1344423.000000 Penalty: 4769.637695
	Iteration 3Q: 3 clusters Score -1344423 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1344603.375000 Penalty: 4769.637695
	Iteration 4Q: 3 clusters Score -1344603 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1344775.500000 Penalty: 4769.637695
	Iteration 5Q: 3 clusters Score -1344776 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1344968.250000 Penalty: 4769.637695
	Iteration 6Q: 3 clusters Score -1344968 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1345199.000000 Penalty: 4769.637695
	Iteration 7Q: 3 clusters Score -1345199 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1345443.750000 Penalty: 4769.637695
	Iteration 8Q: 3 clusters Score -1345444 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1345739.250000 Penalty: 4769.637695
	Iteration 9Q: 3 clusters Score -1345739 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1346110.750000 Penalty: 4769.637695
	Iteration 10Q: 3 clusters Score -1346111 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1346555.750000 Penalty: 4769.637695
	Iteration 11Q: 3 clusters Score -1346556 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1347028.875000 Penalty: 4769.637695
	Iteration 12Q: 3 clusters Score -1347029 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1347527.875000 Penalty: 4769.637695
	Iteration 13Q: 3 clusters Score -1347528 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1348023.375000 Penalty: 4769.637695
	Iteration 14Q: 3 clusters Score -1348023 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1348474.000000 Penalty: 4769.637695
	Iteration 15Q: 3 clusters Score -1348474 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1348777.000000 Penalty: 4769.637695
	Iteration 16Q: 3 clusters Score -1348777 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1348946.875000 Penalty: 4769.637695
	Iteration 17Q: 3 clusters Score -1348947 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1349031.500000 Penalty: 4769.637695
	Iteration 18Q: 3 clusters Score -1349032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1349073.250000 Penalty: 4769.637695
	Iteration 19Q: 3 clusters Score -1349073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1349105.875000 Penalty: 4769.637695
	Iteration 20F: 3 clusters Score -1349106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1349129.250000 Penalty: 4769.637695
	Iteration 21Q: 3 clusters Score -1349129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1349143.750000 Penalty: 4769.637695
	Iteration 22Q: 3 clusters Score -1349144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1349156.125000 Penalty: 4769.637695
	Iteration 23Q: 3 clusters Score -1349156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1349166.500000 Penalty: 4769.637695
	Iteration 24Q: 3 clusters Score -1349166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1349175.125000 Penalty: 4769.637695
	Iteration 25Q: 3 clusters Score -1349175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1349178.125000 Penalty: 4769.637695
	Iteration 26Q: 3 clusters Score -1349178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1349182.375000 Penalty: 4769.637695
	Iteration 27Q: 3 clusters Score -1349182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1349185.000000 Penalty: 4769.637695
	Iteration 28Q: 3 clusters Score -1349185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1349189.875000 Penalty: 4769.637695
	Iteration 29Q: 3 clusters Score -1349190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1349197.625000 Penalty: 4769.637695
	Iteration 30Q: 3 clusters Score -1349198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1349202.375000 Penalty: 4769.637695
	Iteration 31Q: 3 clusters Score -1349202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1349211.625000 Penalty: 4769.637695
	Iteration 32Q: 3 clusters Score -1349212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1349214.875000 Penalty: 4769.637695
	Iteration 33Q: 3 clusters Score -1349215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1349220.875000 Penalty: 4769.637695
	Iteration 34Q: 3 clusters Score -1349221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1349230.375000 Penalty: 4769.637695
	Iteration 35Q: 3 clusters Score -1349230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1349231.875000 Penalty: 4769.637695
	Iteration 36Q: 3 clusters Score -1349232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1349236.625000 Penalty: 4769.637695
	Iteration 37Q: 3 clusters Score -1349237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1349239.750000 Penalty: 4769.637695
	Iteration 38Q: 3 clusters Score -1349240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1349248.250000 Penalty: 4769.637695
	Iteration 39Q: 3 clusters Score -1349248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1349248.000000 Penalty: 4769.637695
	Iteration 40F: 3 clusters Score -1349248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1349249.875000 Penalty: 4769.637695
	Iteration 41Q: 3 clusters Score -1349250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1349249.875000 Penalty: 4769.637695
	Iteration 42Q: 3 clusters Score -1349250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1349251.125000 Penalty: 4769.637695
	Iteration 43Q: 3 clusters Score -1349251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1349257.625000 Penalty: 4769.637695
	Iteration 44Q: 3 clusters Score -1349258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1349259.500000 Penalty: 4769.637695
	Iteration 45Q: 3 clusters Score -1349260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1349262.000000 Penalty: 4769.637695
	Iteration 46Q: 3 clusters Score -1349262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1349263.750000 Penalty: 4769.637695
	Iteration 47Q: 3 clusters Score -1349264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1349267.125000 Penalty: 4769.637695
	Iteration 48Q: 3 clusters Score -1349267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1349265.625000 Penalty: 4769.637695
	Iteration 49Q: 3 clusters Score -1349266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1349267.750000 Penalty: 4769.637695
	Iteration 50Q: 3 clusters Score -1349268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1349271.125000 Penalty: 4769.637695
	Iteration 51Q: 3 clusters Score -1349271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1349269.875000 Penalty: 4769.637695
	Iteration 52Q: 3 clusters Score -1349270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1349270.500000 Penalty: 4769.637695
	Iteration 53Q: 3 clusters Score -1349270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1349271.875000 Penalty: 4769.637695
	Iteration 54Q: 3 clusters Score -1349272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1349272.750000 Penalty: 4769.637695
	Iteration 55Q: 3 clusters Score -1349273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1349272.750000 Penalty: 4769.637695
	Iteration 56F: 3 clusters Score -1349273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Entering Unmasked Estep 
Score: -2278717.500000 Penalty: 2523.542236
	Iteration 0F: 2 clusters Score -2278718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2260544.000000 Penalty: 5047.084473
	Iteration 0F: 3 clusters Score -2260544 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2266793.000000 Penalty: 5047.084473
	Iteration 1F: 3 clusters Score -2266793 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2267175.250000 Penalty: 5047.084473
	Iteration 2Q: 3 clusters Score -2267175 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2267509.250000 Penalty: 5047.084473
	Iteration 3Q: 3 clusters Score -2267509 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2267821.750000 Penalty: 5047.084473
	Iteration 4Q: 3 clusters Score -2267822 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2268154.000000 Penalty: 5047.084473
	Iteration 5Q: 3 clusters Score -2268154 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2268534.750000 Penalty: 5047.084473
	Iteration 6Q: 3 clusters Score -2268535 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2269001.250000 Penalty: 5047.084473
	Iteration 7Q: 3 clusters Score -2269001 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2269553.250000 Penalty: 5047.084473
	Iteration 8Q: 3 clusters Score -2269553 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2270258.750000 Penalty: 5047.084473
	Iteration 9Q: 3 clusters Score -2270259 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2271178.500000 Penalty: 5047.084473
	Iteration 10F: 3 clusters Score -2271178 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2272116.000000 Penalty: 5047.084473
	Iteration 11F: 3 clusters Score -2272116 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2273115.750000 Penalty: 5047.084473
	Iteration 12F: 3 clusters Score -2273116 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2274181.750000 Penalty: 5047.084473
	Iteration 13F: 3 clusters Score -2274182 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2275144.750000 Penalty: 5047.084473
	Iteration 14Q: 3 clusters Score -2275145 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2275815.500000 Penalty: 5047.084473
	Iteration 15Q: 3 clusters Score -2275816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2276192.750000 Penalty: 5047.084473
	Iteration 16Q: 3 clusters Score -2276193 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2276434.000000 Penalty: 5047.084473
	Iteration 17Q: 3 clusters Score -2276434 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2276586.750000 Penalty: 5047.084473
	Iteration 18Q: 3 clusters Score -2276587 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2276687.000000 Penalty: 5047.084473
	Iteration 19Q: 3 clusters Score -2276687 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2276750.000000 Penalty: 5047.084473
	Iteration 20F: 3 clusters Score -2276750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2276801.000000 Penalty: 5047.084473
	Iteration 21Q: 3 clusters Score -2276801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2276811.000000 Penalty: 5047.084473
	Iteration 22Q: 3 clusters Score -2276811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2276837.250000 Penalty: 5047.084473
	Iteration 23Q: 3 clusters Score -2276837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2276862.500000 Penalty: 5047.084473
	Iteration 24Q: 3 clusters Score -2276862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2276876.750000 Penalty: 5047.084473
	Iteration 25Q: 3 clusters Score -2276877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2276885.750000 Penalty: 5047.084473
	Iteration 26Q: 3 clusters Score -2276886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2276902.500000 Penalty: 5047.084473
	Iteration 27Q: 3 clusters Score -2276902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2276910.750000 Penalty: 5047.084473
	Iteration 28Q: 3 clusters Score -2276911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2276914.000000 Penalty: 5047.084473
	Iteration 29Q: 3 clusters Score -2276914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2276924.000000 Penalty: 5047.084473
	Iteration 30Q: 3 clusters Score -2276924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2276929.000000 Penalty: 5047.084473
	Iteration 31Q: 3 clusters Score -2276929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2276940.250000 Penalty: 5047.084473
	Iteration 32Q: 3 clusters Score -2276940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2276946.500000 Penalty: 5047.084473
	Iteration 33Q: 3 clusters Score -2276946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -2276952.750000 Penalty: 5047.084473
	Iteration 34Q: 3 clusters Score -2276953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2276954.250000 Penalty: 5047.084473
	Iteration 35Q: 3 clusters Score -2276954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2276966.000000 Penalty: 5047.084473
	Iteration 36Q: 3 clusters Score -2276966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2276966.000000 Penalty: 5047.084473
	Iteration 37Q: 3 clusters Score -2276966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2276973.250000 Penalty: 5047.084473
	Iteration 38Q: 3 clusters Score -2276973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2276973.500000 Penalty: 5047.084473
	Iteration 39Q: 3 clusters Score -2276974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2276973.500000 Penalty: 5047.084473
	Iteration 40F: 3 clusters Score -2276974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2276976.000000 Penalty: 5047.084473
	Iteration 41Q: 3 clusters Score -2276976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2276982.000000 Penalty: 5047.084473
	Iteration 42Q: 3 clusters Score -2276982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2276984.000000 Penalty: 5047.084473
	Iteration 43Q: 3 clusters Score -2276984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2276990.500000 Penalty: 5047.084473
	Iteration 44Q: 3 clusters Score -2276990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2276984.750000 Penalty: 5047.084473
	Iteration 45Q: 3 clusters Score -2276985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2276985.500000 Penalty: 5047.084473
	Iteration 46Q: 3 clusters Score -2276986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2276988.500000 Penalty: 5047.084473
	Iteration 47Q: 3 clusters Score -2276988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2276989.250000 Penalty: 5047.084473
	Iteration 48Q: 3 clusters Score -2276989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2276994.000000 Penalty: 5047.084473
	Iteration 49Q: 3 clusters Score -2276994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2276994.000000 Penalty: 5047.084473
	Iteration 50Q: 3 clusters Score -2276994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2276999.750000 Penalty: 5047.084473
	Iteration 51Q: 3 clusters Score -2277000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2276993.750000 Penalty: 5047.084473
	Iteration 52Q: 3 clusters Score -2276994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2276997.250000 Penalty: 5047.084473
	Iteration 53Q: 3 clusters Score -2276997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2276996.000000 Penalty: 5047.084473
	Iteration 54Q: 3 clusters Score -2276996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2276995.000000 Penalty: 5047.084473
	Iteration 55Q: 3 clusters Score -2276995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2276996.500000 Penalty: 5047.084473
	Iteration 56Q: 3 clusters Score -2276996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2276997.250000 Penalty: 5047.084473
	Iteration 57Q: 3 clusters Score -2276997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2276998.750000 Penalty: 5047.084473
	Iteration 58Q: 3 clusters Score -2276999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2276998.750000 Penalty: 5047.084473
	Iteration 59F: 3 clusters Score -2276999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -22951.902344 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -22951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21649.367188 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -21649.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21771.128906 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -21771.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21792.367188 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -21792.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21792.367188 Penalty: 2840.516357
	Iteration 3F: 3 clusters Score -21792.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -151132.921875 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -151132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -148607.500000 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -148607.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -149077.734375 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -149077.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -149215.046875 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -149215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149343.468750 Penalty: 3746.430176
	Iteration 3F: 3 clusters Score -149343.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -149480.437500 Penalty: 3746.430176
	Iteration 4F: 3 clusters Score -149480.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -149587.921875 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -149587.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -149734.218750 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -149734.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -149864.000000 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -149864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -149959.781250 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -149959.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -150053.140625 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -150053.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -150102.109375 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -150102.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -150129.421875 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -150129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -150144.406250 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -150144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -150154.718750 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -150154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -150159.125000 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -150159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -150163.421875 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -150163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -150166.484375 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -150166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -150168.625000 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -150168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -150171.437500 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -150171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -150174.234375 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -150174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -150175.812500 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -150175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -150185.890625 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -150185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -150193.531250 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -150193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -150197.093750 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -150197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -150198.687500 Penalty: 3746.430176
	Iteration 24Q: 3 clusters Score -150198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -150201.656250 Penalty: 3746.430176
	Iteration 25Q: 3 clusters Score -150201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -150204.968750 Penalty: 3746.430176
	Iteration 26Q: 3 clusters Score -150205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -150205.796875 Penalty: 3746.430176
	Iteration 27Q: 3 clusters Score -150205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -150206.234375 Penalty: 3746.430176
	Iteration 28Q: 3 clusters Score -150206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -150206.234375 Penalty: 3746.430176
	Iteration 29F: 3 clusters Score -150206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (210430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210430 members 
Entering Unmasked Estep 
Score: -18754424.000000 Penalty: 3039.713379
	Iteration 0F: 2 clusters Score -1.875442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -18613076.000000 Penalty: 6079.426758
	Iteration 0F: 3 clusters Score -1.861308e+07 nChanged 101142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -18673116.000000 Penalty: 6079.426758
	Iteration 1F: 3 clusters Score -1.867312e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 101397 members 
Entering Unmasked Estep 
Score: -18674268.000000 Penalty: 6079.426758
	Iteration 2Q: 3 clusters Score -1.867427e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -18675654.000000 Penalty: 6079.426758
	Iteration 3Q: 3 clusters Score -1.867565e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114855 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -18677518.000000 Penalty: 6079.426758
	Iteration 4Q: 3 clusters Score -1.867752e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -18680472.000000 Penalty: 6079.426758
	Iteration 5Q: 3 clusters Score -1.868047e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -18685068.000000 Penalty: 6079.426758
	Iteration 6Q: 3 clusters Score -1.868507e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137679 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -18692532.000000 Penalty: 6079.426758
	Iteration 7F: 3 clusters Score -1.869253e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149801 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -18702340.000000 Penalty: 6079.426758
	Iteration 8F: 3 clusters Score -1.870234e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -18713348.000000 Penalty: 6079.426758
	Iteration 9F: 3 clusters Score -1.871335e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173008 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -18723008.000000 Penalty: 6079.426758
	Iteration 10F: 3 clusters Score -1.872301e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181329 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -18729894.000000 Penalty: 6079.426758
	Iteration 11Q: 3 clusters Score -1.872989e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188018 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -18735458.000000 Penalty: 6079.426758
	Iteration 12Q: 3 clusters Score -1.873546e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193297 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -18739386.000000 Penalty: 6079.426758
	Iteration 13Q: 3 clusters Score -1.873939e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197718 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -18742532.000000 Penalty: 6079.426758
	Iteration 14Q: 3 clusters Score -1.874253e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201243 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -18745280.000000 Penalty: 6079.426758
	Iteration 15Q: 3 clusters Score -1.874528e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203961 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -18747338.000000 Penalty: 6079.426758
	Iteration 16Q: 3 clusters Score -1.874734e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -18748852.000000 Penalty: 6079.426758
	Iteration 17Q: 3 clusters Score -1.874885e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207387 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -18749962.000000 Penalty: 6079.426758
	Iteration 18Q: 3 clusters Score -1.874996e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208312 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -18750722.000000 Penalty: 6079.426758
	Iteration 19Q: 3 clusters Score -1.875072e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208828 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18751076.000000 Penalty: 6079.426758
	Iteration 20F: 3 clusters Score -1.875108e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209138 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18751332.000000 Penalty: 6079.426758
	Iteration 21Q: 3 clusters Score -1.875133e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209338 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18751444.000000 Penalty: 6079.426758
	Iteration 22Q: 3 clusters Score -1.875144e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209469 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -18751544.000000 Penalty: 6079.426758
	Iteration 23Q: 3 clusters Score -1.875154e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209562 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18751616.000000 Penalty: 6079.426758
	Iteration 24Q: 3 clusters Score -1.875162e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209632 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18751680.000000 Penalty: 6079.426758
	Iteration 25Q: 3 clusters Score -1.875168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209674 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -18751736.000000 Penalty: 6079.426758
	Iteration 26Q: 3 clusters Score -1.875174e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -18751764.000000 Penalty: 6079.426758
	Iteration 27Q: 3 clusters Score -1.875176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209726 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18751768.000000 Penalty: 6079.426758
	Iteration 28Q: 3 clusters Score -1.875177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209737 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18751766.000000 Penalty: 6079.426758
	Iteration 29Q: 3 clusters Score -1.875177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209746 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18751788.000000 Penalty: 6079.426758
	Iteration 30Q: 3 clusters Score -1.875179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209751 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18751800.000000 Penalty: 6079.426758
	Iteration 31Q: 3 clusters Score -1.87518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209761 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18751796.000000 Penalty: 6079.426758
	Iteration 32Q: 3 clusters Score -1.87518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209773 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18751810.000000 Penalty: 6079.426758
	Iteration 33Q: 3 clusters Score -1.875181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209785 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18751814.000000 Penalty: 6079.426758
	Iteration 34Q: 3 clusters Score -1.875181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209791 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18751820.000000 Penalty: 6079.426758
	Iteration 35Q: 3 clusters Score -1.875182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209795 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18751818.000000 Penalty: 6079.426758
	Iteration 36Q: 3 clusters Score -1.875182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209800 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18751818.000000 Penalty: 6079.426758
	Iteration 37Q: 3 clusters Score -1.875182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209806 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18751816.000000 Penalty: 6079.426758
	Iteration 38Q: 3 clusters Score -1.875182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209810 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18751818.000000 Penalty: 6079.426758
	Iteration 39Q: 3 clusters Score -1.875182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209816 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18751830.000000 Penalty: 6079.426758
	Iteration 40F: 3 clusters Score -1.875183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209818 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18751824.000000 Penalty: 6079.426758
	Iteration 41Q: 3 clusters Score -1.875182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209820 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18751836.000000 Penalty: 6079.426758
	Iteration 42Q: 3 clusters Score -1.875184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209820 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18751828.000000 Penalty: 6079.426758
	Iteration 43Q: 3 clusters Score -1.875183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209821 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18751816.000000 Penalty: 6079.426758
	Iteration 44Q: 3 clusters Score -1.875182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209821 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18751816.000000 Penalty: 6079.426758
	Iteration 45F: 3 clusters Score -1.875182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152353 members 
Entering Unmasked Estep 
Score: -13680674.000000 Penalty: 2959.620850
	Iteration 0F: 2 clusters Score -1.368067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -13578206.000000 Penalty: 5919.241699
	Iteration 0F: 3 clusters Score -1.357821e+07 nChanged 73055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -13621981.000000 Penalty: 5919.241699
	Iteration 1F: 3 clusters Score -1.362198e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -13624168.000000 Penalty: 5919.241699
	Iteration 2Q: 3 clusters Score -1.362417e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -13626933.000000 Penalty: 5919.241699
	Iteration 3Q: 3 clusters Score -1.362693e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -13630742.000000 Penalty: 5919.241699
	Iteration 4F: 3 clusters Score -1.363074e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -13636158.000000 Penalty: 5919.241699
	Iteration 5F: 3 clusters Score -1.363616e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -13642652.000000 Penalty: 5919.241699
	Iteration 6F: 3 clusters Score -1.364265e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -13649102.000000 Penalty: 5919.241699
	Iteration 7F: 3 clusters Score -1.36491e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -13653815.000000 Penalty: 5919.241699
	Iteration 8F: 3 clusters Score -1.365382e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -13656526.000000 Penalty: 5919.241699
	Iteration 9Q: 3 clusters Score -1.365653e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -13658107.000000 Penalty: 5919.241699
	Iteration 10Q: 3 clusters Score -1.365811e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -13659017.000000 Penalty: 5919.241699
	Iteration 11Q: 3 clusters Score -1.365902e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -13659762.000000 Penalty: 5919.241699
	Iteration 12Q: 3 clusters Score -1.365976e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -13660316.000000 Penalty: 5919.241699
	Iteration 13Q: 3 clusters Score -1.366032e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -13660928.000000 Penalty: 5919.241699
	Iteration 14Q: 3 clusters Score -1.366093e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -13661570.000000 Penalty: 5919.241699
	Iteration 15Q: 3 clusters Score -1.366157e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -13662158.000000 Penalty: 5919.241699
	Iteration 16Q: 3 clusters Score -1.366216e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -13662707.000000 Penalty: 5919.241699
	Iteration 17Q: 3 clusters Score -1.366271e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -13663247.000000 Penalty: 5919.241699
	Iteration 18Q: 3 clusters Score -1.366325e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111777 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -13663785.000000 Penalty: 5919.241699
	Iteration 19Q: 3 clusters Score -1.366378e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -13664299.000000 Penalty: 5919.241699
	Iteration 20F: 3 clusters Score -1.36643e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115714 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -13664834.000000 Penalty: 5919.241699
	Iteration 21Q: 3 clusters Score -1.366483e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117719 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13665391.000000 Penalty: 5919.241699
	Iteration 22Q: 3 clusters Score -1.366539e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -13665969.000000 Penalty: 5919.241699
	Iteration 23Q: 3 clusters Score -1.366597e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121851 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -13666542.000000 Penalty: 5919.241699
	Iteration 24Q: 3 clusters Score -1.366654e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -13667084.000000 Penalty: 5919.241699
	Iteration 25Q: 3 clusters Score -1.366708e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126129 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -13667816.000000 Penalty: 5919.241699
	Iteration 26Q: 3 clusters Score -1.366782e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -13668552.000000 Penalty: 5919.241699
	Iteration 27Q: 3 clusters Score -1.366855e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -13669342.000000 Penalty: 5919.241699
	Iteration 28Q: 3 clusters Score -1.366934e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132915 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -13670120.000000 Penalty: 5919.241699
	Iteration 29Q: 3 clusters Score -1.367012e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -13670946.000000 Penalty: 5919.241699
	Iteration 30Q: 3 clusters Score -1.367095e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -13671813.000000 Penalty: 5919.241699
	Iteration 31Q: 3 clusters Score -1.367181e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139518 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -13672739.000000 Penalty: 5919.241699
	Iteration 32Q: 3 clusters Score -1.367274e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -13673574.000000 Penalty: 5919.241699
	Iteration 33Q: 3 clusters Score -1.367357e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -13674478.000000 Penalty: 5919.241699
	Iteration 34Q: 3 clusters Score -1.367448e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144860 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -13675231.000000 Penalty: 5919.241699
	Iteration 35Q: 3 clusters Score -1.367523e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -13675888.000000 Penalty: 5919.241699
	Iteration 36Q: 3 clusters Score -1.367589e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -13676421.000000 Penalty: 5919.241699
	Iteration 37Q: 3 clusters Score -1.367642e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -13676796.000000 Penalty: 5919.241699
	Iteration 38Q: 3 clusters Score -1.36768e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149048 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -13677173.000000 Penalty: 5919.241699
	Iteration 39Q: 3 clusters Score -1.367717e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -13677401.000000 Penalty: 5919.241699
	Iteration 40F: 3 clusters Score -1.36774e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149971 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -13677612.000000 Penalty: 5919.241699
	Iteration 41Q: 3 clusters Score -1.367761e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150258 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13677737.000000 Penalty: 5919.241699
	Iteration 42Q: 3 clusters Score -1.367774e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150450 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13677860.000000 Penalty: 5919.241699
	Iteration 43Q: 3 clusters Score -1.367786e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13677935.000000 Penalty: 5919.241699
	Iteration 44Q: 3 clusters Score -1.367794e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150705 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -13677967.000000 Penalty: 5919.241699
	Iteration 45Q: 3 clusters Score -1.367797e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13678008.000000 Penalty: 5919.241699
	Iteration 46Q: 3 clusters Score -1.367801e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13678037.000000 Penalty: 5919.241699
	Iteration 47Q: 3 clusters Score -1.367804e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150928 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13678072.000000 Penalty: 5919.241699
	Iteration 48Q: 3 clusters Score -1.367807e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13678098.000000 Penalty: 5919.241699
	Iteration 49Q: 3 clusters Score -1.36781e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13678147.000000 Penalty: 5919.241699
	Iteration 50Q: 3 clusters Score -1.367815e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13678182.000000 Penalty: 5919.241699
	Iteration 51Q: 3 clusters Score -1.367818e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13678196.000000 Penalty: 5919.241699
	Iteration 52Q: 3 clusters Score -1.36782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151121 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13678214.000000 Penalty: 5919.241699
	Iteration 53Q: 3 clusters Score -1.367821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13678226.000000 Penalty: 5919.241699
	Iteration 54Q: 3 clusters Score -1.367823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13678251.000000 Penalty: 5919.241699
	Iteration 55Q: 3 clusters Score -1.367825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13678259.000000 Penalty: 5919.241699
	Iteration 56Q: 3 clusters Score -1.367826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13678263.000000 Penalty: 5919.241699
	Iteration 57Q: 3 clusters Score -1.367826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13678275.000000 Penalty: 5919.241699
	Iteration 58Q: 3 clusters Score -1.367828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13678297.000000 Penalty: 5919.241699
	Iteration 59Q: 3 clusters Score -1.36783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151261 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13678314.000000 Penalty: 5919.241699
	Iteration 60F: 3 clusters Score -1.367831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151280 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13678328.000000 Penalty: 5919.241699
	Iteration 61Q: 3 clusters Score -1.367833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13678323.000000 Penalty: 5919.241699
	Iteration 62Q: 3 clusters Score -1.367832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13678326.000000 Penalty: 5919.241699
	Iteration 63Q: 3 clusters Score -1.367833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13678329.000000 Penalty: 5919.241699
	Iteration 64Q: 3 clusters Score -1.367833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13678336.000000 Penalty: 5919.241699
	Iteration 65Q: 3 clusters Score -1.367834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13678333.000000 Penalty: 5919.241699
	Iteration 66Q: 3 clusters Score -1.367833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13678336.000000 Penalty: 5919.241699
	Iteration 67Q: 3 clusters Score -1.367834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13678334.000000 Penalty: 5919.241699
	Iteration 68Q: 3 clusters Score -1.367833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13678340.000000 Penalty: 5919.241699
	Iteration 69Q: 3 clusters Score -1.367834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151321 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13678343.000000 Penalty: 5919.241699
	Iteration 70Q: 3 clusters Score -1.367834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151322 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13678353.000000 Penalty: 5919.241699
	Iteration 71Q: 3 clusters Score -1.367835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13678352.000000 Penalty: 5919.241699
	Iteration 72Q: 3 clusters Score -1.367835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13678345.000000 Penalty: 5919.241699
	Iteration 73Q: 3 clusters Score -1.367834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13678352.000000 Penalty: 5919.241699
	Iteration 74Q: 3 clusters Score -1.367835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13678342.000000 Penalty: 5919.241699
	Iteration 75Q: 3 clusters Score -1.367834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13678356.000000 Penalty: 5919.241699
	Iteration 76Q: 3 clusters Score -1.367836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13678352.000000 Penalty: 5919.241699
	Iteration 77Q: 3 clusters Score -1.367835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13678351.000000 Penalty: 5919.241699
	Iteration 78Q: 3 clusters Score -1.367835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151340 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13678355.000000 Penalty: 5919.241699
	Iteration 79Q: 3 clusters Score -1.367836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13678357.000000 Penalty: 5919.241699
	Iteration 80F: 3 clusters Score -1.367836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13678348.000000 Penalty: 5919.241699
	Iteration 81Q: 3 clusters Score -1.367835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13678351.000000 Penalty: 5919.241699
	Iteration 82Q: 3 clusters Score -1.367835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13678351.000000 Penalty: 5919.241699
	Iteration 83Q: 3 clusters Score -1.367835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13678357.000000 Penalty: 5919.241699
	Iteration 84Q: 3 clusters Score -1.367836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13678362.000000 Penalty: 5919.241699
	Iteration 85Q: 3 clusters Score -1.367836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151361 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13678350.000000 Penalty: 5919.241699
	Iteration 86Q: 3 clusters Score -1.367835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13678343.000000 Penalty: 5919.241699
	Iteration 87Q: 3 clusters Score -1.367834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13678344.000000 Penalty: 5919.241699
	Iteration 88Q: 3 clusters Score -1.367834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13678341.000000 Penalty: 5919.241699
	Iteration 89Q: 3 clusters Score -1.367834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13678350.000000 Penalty: 5919.241699
	Iteration 90Q: 3 clusters Score -1.367835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13678356.000000 Penalty: 5919.241699
	Iteration 91Q: 3 clusters Score -1.367836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13678350.000000 Penalty: 5919.241699
	Iteration 92Q: 3 clusters Score -1.367835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13678356.000000 Penalty: 5919.241699
	Iteration 93Q: 3 clusters Score -1.367836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13678356.000000 Penalty: 5919.241699
	Iteration 94F: 3 clusters Score -1.367836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -475108.875000 Penalty: 2149.029297
	Iteration 0F: 2 clusters Score -475108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -470093.625000 Penalty: 4298.058594
	Iteration 0F: 3 clusters Score -470093.6 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -471366.156250 Penalty: 4298.058594
	Iteration 1F: 3 clusters Score -471366.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -471633.437500 Penalty: 4298.058594
	Iteration 2F: 3 clusters Score -471633.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -471873.968750 Penalty: 4298.058594
	Iteration 3F: 3 clusters Score -471874 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -472063.656250 Penalty: 4298.058594
	Iteration 4Q: 3 clusters Score -472063.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -472226.031250 Penalty: 4298.058594
	Iteration 5Q: 3 clusters Score -472226 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -472386.843750 Penalty: 4298.058594
	Iteration 6Q: 3 clusters Score -472386.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -472538.593750 Penalty: 4298.058594
	Iteration 7Q: 3 clusters Score -472538.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -472681.625000 Penalty: 4298.058594
	Iteration 8Q: 3 clusters Score -472681.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -472796.750000 Penalty: 4298.058594
	Iteration 9Q: 3 clusters Score -472796.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -472929.031250 Penalty: 4298.058594
	Iteration 10Q: 3 clusters Score -472929 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -473059.593750 Penalty: 4298.058594
	Iteration 11Q: 3 clusters Score -473059.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -473187.187500 Penalty: 4298.058594
	Iteration 12Q: 3 clusters Score -473187.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -473324.687500 Penalty: 4298.058594
	Iteration 13Q: 3 clusters Score -473324.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -473468.437500 Penalty: 4298.058594
	Iteration 14Q: 3 clusters Score -473468.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -473654.968750 Penalty: 4298.058594
	Iteration 15Q: 3 clusters Score -473655 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -473900.781250 Penalty: 4298.058594
	Iteration 16Q: 3 clusters Score -473900.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -474192.718750 Penalty: 4298.058594
	Iteration 17Q: 3 clusters Score -474192.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -474368.718750 Penalty: 4298.058594
	Iteration 18Q: 3 clusters Score -474368.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -474441.500000 Penalty: 4298.058594
	Iteration 19Q: 3 clusters Score -474441.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -474479.250000 Penalty: 4298.058594
	Iteration 20F: 3 clusters Score -474479.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -474505.000000 Penalty: 4298.058594
	Iteration 21Q: 3 clusters Score -474505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -474521.312500 Penalty: 4298.058594
	Iteration 22Q: 3 clusters Score -474521.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -474528.593750 Penalty: 4298.058594
	Iteration 23Q: 3 clusters Score -474528.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -474539.968750 Penalty: 4298.058594
	Iteration 24Q: 3 clusters Score -474540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -474546.968750 Penalty: 4298.058594
	Iteration 25Q: 3 clusters Score -474547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -474556.437500 Penalty: 4298.058594
	Iteration 26Q: 3 clusters Score -474556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -474567.437500 Penalty: 4298.058594
	Iteration 27Q: 3 clusters Score -474567.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -474586.656250 Penalty: 4298.058594
	Iteration 28Q: 3 clusters Score -474586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -474606.843750 Penalty: 4298.058594
	Iteration 29Q: 3 clusters Score -474606.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -474623.968750 Penalty: 4298.058594
	Iteration 30Q: 3 clusters Score -474624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -474639.312500 Penalty: 4298.058594
	Iteration 31Q: 3 clusters Score -474639.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -474655.406250 Penalty: 4298.058594
	Iteration 32Q: 3 clusters Score -474655.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -474675.656250 Penalty: 4298.058594
	Iteration 33Q: 3 clusters Score -474675.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -474694.937500 Penalty: 4298.058594
	Iteration 34Q: 3 clusters Score -474694.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -474710.687500 Penalty: 4298.058594
	Iteration 35Q: 3 clusters Score -474710.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -474725.281250 Penalty: 4298.058594
	Iteration 36Q: 3 clusters Score -474725.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -474733.718750 Penalty: 4298.058594
	Iteration 37Q: 3 clusters Score -474733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -474736.937500 Penalty: 4298.058594
	Iteration 38Q: 3 clusters Score -474736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -474738.500000 Penalty: 4298.058594
	Iteration 39Q: 3 clusters Score -474738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -474739.687500 Penalty: 4298.058594
	Iteration 40F: 3 clusters Score -474739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -474741.781250 Penalty: 4298.058594
	Iteration 41Q: 3 clusters Score -474741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -474744.625000 Penalty: 4298.058594
	Iteration 42Q: 3 clusters Score -474744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -474744.937500 Penalty: 4298.058594
	Iteration 43Q: 3 clusters Score -474744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -474746.093750 Penalty: 4298.058594
	Iteration 44Q: 3 clusters Score -474746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -474746.343750 Penalty: 4298.058594
	Iteration 45Q: 3 clusters Score -474746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -474747.812500 Penalty: 4298.058594
	Iteration 46Q: 3 clusters Score -474747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -474748.750000 Penalty: 4298.058594
	Iteration 47Q: 3 clusters Score -474748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -474749.437500 Penalty: 4298.058594
	Iteration 48Q: 3 clusters Score -474749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -474748.656250 Penalty: 4298.058594
	Iteration 49Q: 3 clusters Score -474748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -474748.656250 Penalty: 4298.058594
	Iteration 50F: 3 clusters Score -474748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -607232.750000 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -607232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -601697.875000 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -601697.9 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -603141.375000 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -603141.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -603378.250000 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -603378.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -603509.375000 Penalty: 4365.454102
	Iteration 3Q: 3 clusters Score -603509.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -603590.250000 Penalty: 4365.454102
	Iteration 4Q: 3 clusters Score -603590.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -603648.500000 Penalty: 4365.454102
	Iteration 5Q: 3 clusters Score -603648.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -603693.500000 Penalty: 4365.454102
	Iteration 6Q: 3 clusters Score -603693.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -603724.687500 Penalty: 4365.454102
	Iteration 7Q: 3 clusters Score -603724.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -603758.562500 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -603758.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -603784.937500 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -603784.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -603813.375000 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -603813.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -603844.812500 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -603844.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -603875.687500 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -603875.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -603906.687500 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -603906.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -603931.312500 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -603931.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -603958.937500 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -603958.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -603986.562500 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -603986.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -604009.187500 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -604009.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -604031.812500 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -604031.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -604054.937500 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -604054.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -604079.187500 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -604079.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -604103.437500 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -604103.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -604130.250000 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -604130.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -604161.625000 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -604161.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -604190.000000 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -604190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -604226.500000 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -604226.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -604273.250000 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -604273.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -604328.250000 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -604328.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -604382.562500 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -604382.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -604445.250000 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -604445.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -604503.625000 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -604503.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -604581.250000 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -604581.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -604654.625000 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -604654.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -604725.125000 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -604725.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -604791.312500 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -604791.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -604848.562500 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -604848.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -604916.687500 Penalty: 4365.454102
	Iteration 36Q: 3 clusters Score -604916.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -604978.812500 Penalty: 4365.454102
	Iteration 37Q: 3 clusters Score -604978.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -605030.312500 Penalty: 4365.454102
	Iteration 38Q: 3 clusters Score -605030.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -605071.937500 Penalty: 4365.454102
	Iteration 39Q: 3 clusters Score -605071.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -605101.937500 Penalty: 4365.454102
	Iteration 40F: 3 clusters Score -605101.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -605131.625000 Penalty: 4365.454102
	Iteration 41Q: 3 clusters Score -605131.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -605147.312500 Penalty: 4365.454102
	Iteration 42Q: 3 clusters Score -605147.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -605157.437500 Penalty: 4365.454102
	Iteration 43Q: 3 clusters Score -605157.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -605164.625000 Penalty: 4365.454102
	Iteration 44Q: 3 clusters Score -605164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -605173.250000 Penalty: 4365.454102
	Iteration 45Q: 3 clusters Score -605173.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -605185.750000 Penalty: 4365.454102
	Iteration 46Q: 3 clusters Score -605185.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -605198.062500 Penalty: 4365.454102
	Iteration 47Q: 3 clusters Score -605198.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -605213.437500 Penalty: 4365.454102
	Iteration 48Q: 3 clusters Score -605213.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -605229.312500 Penalty: 4365.454102
	Iteration 49Q: 3 clusters Score -605229.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -605240.062500 Penalty: 4365.454102
	Iteration 50Q: 3 clusters Score -605240.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -605252.562500 Penalty: 4365.454102
	Iteration 51Q: 3 clusters Score -605252.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -605266.250000 Penalty: 4365.454102
	Iteration 52Q: 3 clusters Score -605266.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -605273.187500 Penalty: 4365.454102
	Iteration 53Q: 3 clusters Score -605273.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -605282.437500 Penalty: 4365.454102
	Iteration 54Q: 3 clusters Score -605282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -605288.937500 Penalty: 4365.454102
	Iteration 55Q: 3 clusters Score -605288.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -605293.625000 Penalty: 4365.454102
	Iteration 56Q: 3 clusters Score -605293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -605300.125000 Penalty: 4365.454102
	Iteration 57Q: 3 clusters Score -605300.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -605309.812500 Penalty: 4365.454102
	Iteration 58Q: 3 clusters Score -605309.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -605317.125000 Penalty: 4365.454102
	Iteration 59Q: 3 clusters Score -605317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -605322.500000 Penalty: 4365.454102
	Iteration 60F: 3 clusters Score -605322.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -605326.812500 Penalty: 4365.454102
	Iteration 61Q: 3 clusters Score -605326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -605331.875000 Penalty: 4365.454102
	Iteration 62Q: 3 clusters Score -605331.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -605334.062500 Penalty: 4365.454102
	Iteration 63Q: 3 clusters Score -605334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -605337.875000 Penalty: 4365.454102
	Iteration 64Q: 3 clusters Score -605337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -605338.500000 Penalty: 4365.454102
	Iteration 65Q: 3 clusters Score -605338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -605341.187500 Penalty: 4365.454102
	Iteration 66Q: 3 clusters Score -605341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -605342.937500 Penalty: 4365.454102
	Iteration 67Q: 3 clusters Score -605342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -605346.437500 Penalty: 4365.454102
	Iteration 68Q: 3 clusters Score -605346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -605349.312500 Penalty: 4365.454102
	Iteration 69Q: 3 clusters Score -605349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -605353.687500 Penalty: 4365.454102
	Iteration 70Q: 3 clusters Score -605353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -605357.250000 Penalty: 4365.454102
	Iteration 71Q: 3 clusters Score -605357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -605361.500000 Penalty: 4365.454102
	Iteration 72Q: 3 clusters Score -605361.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -605364.750000 Penalty: 4365.454102
	Iteration 73Q: 3 clusters Score -605364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -605369.812500 Penalty: 4365.454102
	Iteration 74Q: 3 clusters Score -605369.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -605373.250000 Penalty: 4365.454102
	Iteration 75Q: 3 clusters Score -605373.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -605374.312500 Penalty: 4365.454102
	Iteration 76Q: 3 clusters Score -605374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -605376.812500 Penalty: 4365.454102
	Iteration 77Q: 3 clusters Score -605376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -605377.000000 Penalty: 4365.454102
	Iteration 78Q: 3 clusters Score -605377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -605380.187500 Penalty: 4365.454102
	Iteration 79Q: 3 clusters Score -605380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -605381.687500 Penalty: 4365.454102
	Iteration 80F: 3 clusters Score -605381.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -605385.250000 Penalty: 4365.454102
	Iteration 81Q: 3 clusters Score -605385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -605387.812500 Penalty: 4365.454102
	Iteration 82Q: 3 clusters Score -605387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -605390.625000 Penalty: 4365.454102
	Iteration 83Q: 3 clusters Score -605390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -605398.875000 Penalty: 4365.454102
	Iteration 84Q: 3 clusters Score -605398.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -605411.312500 Penalty: 4365.454102
	Iteration 85Q: 3 clusters Score -605411.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -605434.562500 Penalty: 4365.454102
	Iteration 86Q: 3 clusters Score -605434.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -605458.875000 Penalty: 4365.454102
	Iteration 87Q: 3 clusters Score -605458.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -605485.187500 Penalty: 4365.454102
	Iteration 88Q: 3 clusters Score -605485.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -605513.750000 Penalty: 4365.454102
	Iteration 89Q: 3 clusters Score -605513.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -605543.812500 Penalty: 4365.454102
	Iteration 90Q: 3 clusters Score -605543.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -605568.437500 Penalty: 4365.454102
	Iteration 91Q: 3 clusters Score -605568.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -605589.187500 Penalty: 4365.454102
	Iteration 92Q: 3 clusters Score -605589.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -605605.875000 Penalty: 4365.454102
	Iteration 93Q: 3 clusters Score -605605.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -605617.250000 Penalty: 4365.454102
	Iteration 94Q: 3 clusters Score -605617.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -605621.437500 Penalty: 4365.454102
	Iteration 95Q: 3 clusters Score -605621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -605623.812500 Penalty: 4365.454102
	Iteration 96Q: 3 clusters Score -605623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -605624.562500 Penalty: 4365.454102
	Iteration 97Q: 3 clusters Score -605624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -605625.000000 Penalty: 4365.454102
	Iteration 98Q: 3 clusters Score -605625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -605626.250000 Penalty: 4365.454102
	Iteration 99Q: 3 clusters Score -605626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -605626.687500 Penalty: 4365.454102
	Iteration 100F: 3 clusters Score -605626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -605627.625000 Penalty: 4365.454102
	Iteration 101Q: 3 clusters Score -605627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -605629.125000 Penalty: 4365.454102
	Iteration 102Q: 3 clusters Score -605629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -605630.562500 Penalty: 4365.454102
	Iteration 103Q: 3 clusters Score -605630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -605631.000000 Penalty: 4365.454102
	Iteration 104Q: 3 clusters Score -605631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -605629.500000 Penalty: 4365.454102
	Iteration 105Q: 3 clusters Score -605629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -605629.500000 Penalty: 4365.454102
	Iteration 106F: 3 clusters Score -605629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -292679.156250 Penalty: 2023.382935
	Iteration 0F: 2 clusters Score -292679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -289118.875000 Penalty: 4046.765869
	Iteration 0F: 3 clusters Score -289118.9 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -289893.125000 Penalty: 4046.765869
	Iteration 1F: 3 clusters Score -289893.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -290081.687500 Penalty: 4046.765869
	Iteration 2F: 3 clusters Score -290081.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -290187.562500 Penalty: 4046.765869
	Iteration 3Q: 3 clusters Score -290187.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -290264.031250 Penalty: 4046.765869
	Iteration 4Q: 3 clusters Score -290264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -290316.187500 Penalty: 4046.765869
	Iteration 5Q: 3 clusters Score -290316.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -290374.125000 Penalty: 4046.765869
	Iteration 6Q: 3 clusters Score -290374.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -290439.437500 Penalty: 4046.765869
	Iteration 7Q: 3 clusters Score -290439.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -290531.437500 Penalty: 4046.765869
	Iteration 8Q: 3 clusters Score -290531.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -290634.156250 Penalty: 4046.765869
	Iteration 9Q: 3 clusters Score -290634.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -290740.718750 Penalty: 4046.765869
	Iteration 10Q: 3 clusters Score -290740.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -290836.500000 Penalty: 4046.765869
	Iteration 11Q: 3 clusters Score -290836.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -290926.437500 Penalty: 4046.765869
	Iteration 12Q: 3 clusters Score -290926.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -291005.500000 Penalty: 4046.765869
	Iteration 13Q: 3 clusters Score -291005.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -291061.625000 Penalty: 4046.765869
	Iteration 14Q: 3 clusters Score -291061.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -291117.781250 Penalty: 4046.765869
	Iteration 15Q: 3 clusters Score -291117.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -291162.062500 Penalty: 4046.765869
	Iteration 16Q: 3 clusters Score -291162.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -291211.281250 Penalty: 4046.765869
	Iteration 17Q: 3 clusters Score -291211.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -291256.718750 Penalty: 4046.765869
	Iteration 18Q: 3 clusters Score -291256.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -291289.343750 Penalty: 4046.765869
	Iteration 19Q: 3 clusters Score -291289.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -291317.531250 Penalty: 4046.765869
	Iteration 20F: 3 clusters Score -291317.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -291338.031250 Penalty: 4046.765869
	Iteration 21Q: 3 clusters Score -291338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -291364.531250 Penalty: 4046.765869
	Iteration 22Q: 3 clusters Score -291364.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -291378.625000 Penalty: 4046.765869
	Iteration 23Q: 3 clusters Score -291378.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -291389.281250 Penalty: 4046.765869
	Iteration 24Q: 3 clusters Score -291389.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -291401.968750 Penalty: 4046.765869
	Iteration 25Q: 3 clusters Score -291402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -291412.187500 Penalty: 4046.765869
	Iteration 26Q: 3 clusters Score -291412.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -291418.312500 Penalty: 4046.765869
	Iteration 27Q: 3 clusters Score -291418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -291424.218750 Penalty: 4046.765869
	Iteration 28Q: 3 clusters Score -291424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -291429.593750 Penalty: 4046.765869
	Iteration 29Q: 3 clusters Score -291429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -291431.625000 Penalty: 4046.765869
	Iteration 30Q: 3 clusters Score -291431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -291432.843750 Penalty: 4046.765869
	Iteration 31Q: 3 clusters Score -291432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -291434.593750 Penalty: 4046.765869
	Iteration 32Q: 3 clusters Score -291434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -291437.500000 Penalty: 4046.765869
	Iteration 33Q: 3 clusters Score -291437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -291441.750000 Penalty: 4046.765869
	Iteration 34Q: 3 clusters Score -291441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -291444.937500 Penalty: 4046.765869
	Iteration 35Q: 3 clusters Score -291444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -291447.812500 Penalty: 4046.765869
	Iteration 36Q: 3 clusters Score -291447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -291450.437500 Penalty: 4046.765869
	Iteration 37Q: 3 clusters Score -291450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -291453.781250 Penalty: 4046.765869
	Iteration 38Q: 3 clusters Score -291453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -291457.468750 Penalty: 4046.765869
	Iteration 39Q: 3 clusters Score -291457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -291464.281250 Penalty: 4046.765869
	Iteration 40F: 3 clusters Score -291464.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -291471.531250 Penalty: 4046.765869
	Iteration 41Q: 3 clusters Score -291471.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -291480.718750 Penalty: 4046.765869
	Iteration 42Q: 3 clusters Score -291480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -291492.718750 Penalty: 4046.765869
	Iteration 43Q: 3 clusters Score -291492.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -291504.406250 Penalty: 4046.765869
	Iteration 44Q: 3 clusters Score -291504.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -291513.187500 Penalty: 4046.765869
	Iteration 45Q: 3 clusters Score -291513.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -291519.687500 Penalty: 4046.765869
	Iteration 46Q: 3 clusters Score -291519.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -291525.156250 Penalty: 4046.765869
	Iteration 47Q: 3 clusters Score -291525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -291530.593750 Penalty: 4046.765869
	Iteration 48Q: 3 clusters Score -291530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -291532.062500 Penalty: 4046.765869
	Iteration 49Q: 3 clusters Score -291532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -291533.781250 Penalty: 4046.765869
	Iteration 50Q: 3 clusters Score -291533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -291535.031250 Penalty: 4046.765869
	Iteration 51Q: 3 clusters Score -291535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -291537.218750 Penalty: 4046.765869
	Iteration 52Q: 3 clusters Score -291537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -291540.062500 Penalty: 4046.765869
	Iteration 53Q: 3 clusters Score -291540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -291541.875000 Penalty: 4046.765869
	Iteration 54Q: 3 clusters Score -291541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -291542.625000 Penalty: 4046.765869
	Iteration 55Q: 3 clusters Score -291542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -291543.437500 Penalty: 4046.765869
	Iteration 56Q: 3 clusters Score -291543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -291544.687500 Penalty: 4046.765869
	Iteration 57Q: 3 clusters Score -291544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291546.687500 Penalty: 4046.765869
	Iteration 58Q: 3 clusters Score -291546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -291548.218750 Penalty: 4046.765869
	Iteration 59Q: 3 clusters Score -291548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -291548.812500 Penalty: 4046.765869
	Iteration 60F: 3 clusters Score -291548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -291550.312500 Penalty: 4046.765869
	Iteration 61Q: 3 clusters Score -291550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -291551.468750 Penalty: 4046.765869
	Iteration 62Q: 3 clusters Score -291551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -291553.406250 Penalty: 4046.765869
	Iteration 63Q: 3 clusters Score -291553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -291553.406250 Penalty: 4046.765869
	Iteration 64F: 3 clusters Score -291553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Entering Unmasked Estep 
Score: -594079.750000 Penalty: 2202.833252
	Iteration 0F: 2 clusters Score -594079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -588199.187500 Penalty: 4405.666504
	Iteration 0F: 3 clusters Score -588199.2 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -589984.312500 Penalty: 4405.666504
	Iteration 1F: 3 clusters Score -589984.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -590697.500000 Penalty: 4405.666504
	Iteration 2F: 3 clusters Score -590697.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -591518.250000 Penalty: 4405.666504
	Iteration 3F: 3 clusters Score -591518.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -592493.812500 Penalty: 4405.666504
	Iteration 4F: 3 clusters Score -592493.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -593359.937500 Penalty: 4405.666504
	Iteration 5F: 3 clusters Score -593359.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -594082.125000 Penalty: 4405.666504
	Iteration 6F: 3 clusters Score -594082.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -594696.812500 Penalty: 4405.666504
	Iteration 7F: 3 clusters Score -594696.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -595152.375000 Penalty: 4405.666504
	Iteration 8Q: 3 clusters Score -595152.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -595454.562500 Penalty: 4405.666504
	Iteration 9Q: 3 clusters Score -595454.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -595590.375000 Penalty: 4405.666504
	Iteration 10Q: 3 clusters Score -595590.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -595687.687500 Penalty: 4405.666504
	Iteration 11Q: 3 clusters Score -595687.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -595745.750000 Penalty: 4405.666504
	Iteration 12Q: 3 clusters Score -595745.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -595779.500000 Penalty: 4405.666504
	Iteration 13Q: 3 clusters Score -595779.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -595802.062500 Penalty: 4405.666504
	Iteration 14Q: 3 clusters Score -595802.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -595810.250000 Penalty: 4405.666504
	Iteration 15Q: 3 clusters Score -595810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -595815.437500 Penalty: 4405.666504
	Iteration 16Q: 3 clusters Score -595815.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -595823.312500 Penalty: 4405.666504
	Iteration 17Q: 3 clusters Score -595823.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -595828.750000 Penalty: 4405.666504
	Iteration 18Q: 3 clusters Score -595828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -595832.312500 Penalty: 4405.666504
	Iteration 19Q: 3 clusters Score -595832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -595835.000000 Penalty: 4405.666504
	Iteration 20F: 3 clusters Score -595835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -595838.062500 Penalty: 4405.666504
	Iteration 21Q: 3 clusters Score -595838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -595841.187500 Penalty: 4405.666504
	Iteration 22Q: 3 clusters Score -595841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -595840.687500 Penalty: 4405.666504
	Iteration 23Q: 3 clusters Score -595840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -595841.125000 Penalty: 4405.666504
	Iteration 24Q: 3 clusters Score -595841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -595841.125000 Penalty: 4405.666504
	Iteration 25F: 3 clusters Score -595841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 39654 members 
Mstep: Class 3 contains 217159 members 
Mstep: Class 4 contains 34666 members 
Mstep: Class 5 contains 86914 members 
Mstep: Class 6 contains 23079 members 
Mstep: Class 7 contains 478682 members 
Mstep: Class 8 contains 66099 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 23543 members 
Mstep: Class 11 contains 125452 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 16428 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 36127 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 26254 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 210430 members 
Mstep: Class 22 contains 152353 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 5417 members 
Mstep: Class 27 contains 8784 members 
Mstep: Class 28 contains 29562 members 
Mstep: Class 29 contains 17964 members 
Mstep: Class 30 contains 1787 members 
Entering Unmasked Estep 
Score: -146437328.000000 Penalty: 106759.125000
Splitting cluster 26 changes total score from -146437056.000000 to -146437328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 27 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -718238.250000 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -718238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -711442.000000 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -711442 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -713788.125000 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -713788.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -714750.687500 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -714750.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -715640.687500 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -715640.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -716404.750000 Penalty: 4504.020996
	Iteration 4F: 3 clusters Score -716404.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -717233.437500 Penalty: 4504.020996
	Iteration 5F: 3 clusters Score -717233.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -717837.812500 Penalty: 4504.020996
	Iteration 6F: 3 clusters Score -717837.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -718206.375000 Penalty: 4504.020996
	Iteration 7Q: 3 clusters Score -718206.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -718477.500000 Penalty: 4504.020996
	Iteration 8Q: 3 clusters Score -718477.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -718635.000000 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -718635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -718731.437500 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -718731.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -718777.187500 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -718777.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -718799.375000 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -718799.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -718813.125000 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -718813.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -718817.562500 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -718817.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -718819.062500 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -718819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -718824.750000 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -718824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -718825.437500 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -718825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -718829.937500 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -718829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -718832.000000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -718832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -718834.375000 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -718834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -718836.500000 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -718836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -718839.062500 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -718839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -718839.187500 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -718839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -718841.187500 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -718841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -718842.375000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -718842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -718842.812500 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -718842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -718842.812500 Penalty: 4504.020996
	Iteration 27F: 3 clusters Score -718842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 39654 members 
Mstep: Class 3 contains 217159 members 
Mstep: Class 4 contains 34666 members 
Mstep: Class 5 contains 86914 members 
Mstep: Class 6 contains 23079 members 
Mstep: Class 7 contains 478682 members 
Mstep: Class 8 contains 66099 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 23543 members 
Mstep: Class 11 contains 125452 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 16428 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 36127 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 26254 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 210430 members 
Mstep: Class 22 contains 152353 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 5417 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 29562 members 
Mstep: Class 29 contains 17964 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 6065 members 
Entering Unmasked Estep 
Score: -146436336.000000 Penalty: 110317.765625
Splitting cluster 27 changes total score from -146437056.000000 to -146436336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (29562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Entering Unmasked Estep 
Score: -2526216.500000 Penalty: 2552.972656
	Iteration 0F: 2 clusters Score -2526216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2505853.500000 Penalty: 5105.945312
	Iteration 0F: 3 clusters Score -2505854 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2513386.750000 Penalty: 5105.945312
	Iteration 1F: 3 clusters Score -2513387 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2514000.000000 Penalty: 5105.945312
	Iteration 2F: 3 clusters Score -2514000 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2514733.750000 Penalty: 5105.945312
	Iteration 3F: 3 clusters Score -2514734 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2515711.250000 Penalty: 5105.945312
	Iteration 4F: 3 clusters Score -2515711 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2517137.500000 Penalty: 5105.945312
	Iteration 5F: 3 clusters Score -2517138 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2518889.000000 Penalty: 5105.945312
	Iteration 6F: 3 clusters Score -2518889 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2520561.750000 Penalty: 5105.945312
	Iteration 7F: 3 clusters Score -2520562 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2521783.000000 Penalty: 5105.945312
	Iteration 8Q: 3 clusters Score -2521783 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2522573.000000 Penalty: 5105.945312
	Iteration 9Q: 3 clusters Score -2522573 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2523100.250000 Penalty: 5105.945312
	Iteration 10Q: 3 clusters Score -2523100 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -2523432.500000 Penalty: 5105.945312
	Iteration 11Q: 3 clusters Score -2523432 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -2523636.750000 Penalty: 5105.945312
	Iteration 12Q: 3 clusters Score -2523637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -2523756.750000 Penalty: 5105.945312
	Iteration 13Q: 3 clusters Score -2523757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -2523821.750000 Penalty: 5105.945312
	Iteration 14Q: 3 clusters Score -2523822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -2523863.250000 Penalty: 5105.945312
	Iteration 15Q: 3 clusters Score -2523863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -2523900.750000 Penalty: 5105.945312
	Iteration 16Q: 3 clusters Score -2523901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2523926.500000 Penalty: 5105.945312
	Iteration 17Q: 3 clusters Score -2523926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2523946.000000 Penalty: 5105.945312
	Iteration 18Q: 3 clusters Score -2523946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -2523955.500000 Penalty: 5105.945312
	Iteration 19Q: 3 clusters Score -2523956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2523980.000000 Penalty: 5105.945312
	Iteration 20F: 3 clusters Score -2523980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -2523998.250000 Penalty: 5105.945312
	Iteration 21Q: 3 clusters Score -2523998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -2524013.750000 Penalty: 5105.945312
	Iteration 22Q: 3 clusters Score -2524014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -2524017.000000 Penalty: 5105.945312
	Iteration 23Q: 3 clusters Score -2524017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -2524024.000000 Penalty: 5105.945312
	Iteration 24Q: 3 clusters Score -2524024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -2524028.750000 Penalty: 5105.945312
	Iteration 25Q: 3 clusters Score -2524029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -2524036.000000 Penalty: 5105.945312
	Iteration 26Q: 3 clusters Score -2524036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2524035.250000 Penalty: 5105.945312
	Iteration 27Q: 3 clusters Score -2524035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2524039.250000 Penalty: 5105.945312
	Iteration 28Q: 3 clusters Score -2524039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -2524039.000000 Penalty: 5105.945312
	Iteration 29Q: 3 clusters Score -2524039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2524039.500000 Penalty: 5105.945312
	Iteration 30Q: 3 clusters Score -2524040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -2524041.750000 Penalty: 5105.945312
	Iteration 31Q: 3 clusters Score -2524042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -2524041.750000 Penalty: 5105.945312
	Iteration 32F: 3 clusters Score -2524042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Entering Unmasked Estep 
Score: -1431271.500000 Penalty: 2429.439209
	Iteration 0F: 2 clusters Score -1431272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1418528.500000 Penalty: 4858.878418
	Iteration 0F: 3 clusters Score -1418528 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1422850.875000 Penalty: 4858.878418
	Iteration 1F: 3 clusters Score -1422851 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1423354.250000 Penalty: 4858.878418
	Iteration 2F: 3 clusters Score -1423354 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1423823.125000 Penalty: 4858.878418
	Iteration 3F: 3 clusters Score -1423823 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1424273.375000 Penalty: 4858.878418
	Iteration 4F: 3 clusters Score -1424273 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1424743.375000 Penalty: 4858.878418
	Iteration 5Q: 3 clusters Score -1424743 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1425298.250000 Penalty: 4858.878418
	Iteration 6Q: 3 clusters Score -1425298 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1425979.125000 Penalty: 4858.878418
	Iteration 7F: 3 clusters Score -1425979 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1426609.250000 Penalty: 4858.878418
	Iteration 8F: 3 clusters Score -1426609 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1427147.875000 Penalty: 4858.878418
	Iteration 9Q: 3 clusters Score -1427148 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1427647.750000 Penalty: 4858.878418
	Iteration 10Q: 3 clusters Score -1427648 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1428093.000000 Penalty: 4858.878418
	Iteration 11Q: 3 clusters Score -1428093 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1428444.125000 Penalty: 4858.878418
	Iteration 12Q: 3 clusters Score -1428444 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1428698.125000 Penalty: 4858.878418
	Iteration 13Q: 3 clusters Score -1428698 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1428859.375000 Penalty: 4858.878418
	Iteration 14Q: 3 clusters Score -1428859 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1428948.875000 Penalty: 4858.878418
	Iteration 15Q: 3 clusters Score -1428949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1429027.625000 Penalty: 4858.878418
	Iteration 16Q: 3 clusters Score -1429028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1429073.375000 Penalty: 4858.878418
	Iteration 17Q: 3 clusters Score -1429073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1429116.000000 Penalty: 4858.878418
	Iteration 18Q: 3 clusters Score -1429116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1429149.000000 Penalty: 4858.878418
	Iteration 19Q: 3 clusters Score -1429149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1429179.750000 Penalty: 4858.878418
	Iteration 20F: 3 clusters Score -1429180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1429201.500000 Penalty: 4858.878418
	Iteration 21Q: 3 clusters Score -1429202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1429214.750000 Penalty: 4858.878418
	Iteration 22Q: 3 clusters Score -1429215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1429229.500000 Penalty: 4858.878418
	Iteration 23Q: 3 clusters Score -1429230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1429236.250000 Penalty: 4858.878418
	Iteration 24Q: 3 clusters Score -1429236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1429239.250000 Penalty: 4858.878418
	Iteration 25Q: 3 clusters Score -1429239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1429241.750000 Penalty: 4858.878418
	Iteration 26Q: 3 clusters Score -1429242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1429242.125000 Penalty: 4858.878418
	Iteration 27Q: 3 clusters Score -1429242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1429242.875000 Penalty: 4858.878418
	Iteration 28Q: 3 clusters Score -1429243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1429242.875000 Penalty: 4858.878418
	Iteration 29F: 3 clusters Score -1429243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 39654 members 
Mstep: Class 3 contains 217159 members 
Mstep: Class 4 contains 34666 members 
Mstep: Class 5 contains 86914 members 
Mstep: Class 6 contains 23079 members 
Mstep: Class 7 contains 478682 members 
Mstep: Class 8 contains 66099 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 23543 members 
Mstep: Class 11 contains 125452 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 16428 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 36127 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 26254 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 210430 members 
Mstep: Class 22 contains 152353 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 5417 members 
Mstep: Class 27 contains 8784 members 
Mstep: Class 28 contains 29562 members 
Mstep: Class 29 contains 17964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437872.000000 Penalty: 106759.125000
Iteration 79Q: 31 clusters Score -1.464379e+08 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 39559 members 
Mstep: Class 3 contains 216589 members 
Mstep: Class 4 contains 34801 members 
Mstep: Class 5 contains 87649 members 
Mstep: Class 6 contains 23080 members 
Mstep: Class 7 contains 477750 members 
Mstep: Class 8 contains 66199 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 23573 members 
Mstep: Class 11 contains 125519 members 
Mstep: Class 12 contains 15556 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 16578 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 35993 members 
Mstep: Class 17 contains 15036 members 
Mstep: Class 18 contains 26223 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 210428 members 
Mstep: Class 22 contains 152391 members 
Mstep: Class 23 contains 5795 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 5651 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 29477 members 
Mstep: Class 29 contains 17973 members 
Mstep: Class 30 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146438624.000000 Penalty: 106759.125000
Iteration 80F: 31 clusters Score -1.464386e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 39454 members 
Mstep: Class 3 contains 216074 members 
Mstep: Class 4 contains 34919 members 
Mstep: Class 5 contains 88452 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 476729 members 
Mstep: Class 8 contains 66284 members 
Mstep: Class 9 contains 43029 members 
Mstep: Class 10 contains 23603 members 
Mstep: Class 11 contains 125538 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 14 contains 16843 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 35847 members 
Mstep: Class 17 contains 15069 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 210420 members 
Mstep: Class 22 contains 152433 members 
Mstep: Class 23 contains 5763 members 
Mstep: Class 24 contains 6779 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 5855 members 
Mstep: Class 27 contains 8844 members 
Mstep: Class 28 contains 29376 members 
Mstep: Class 29 contains 18030 members 
Mstep: Class 30 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146438752.000000 Penalty: 106759.125000
Iteration 81Q: 31 clusters Score -1.464388e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 39347 members 
Mstep: Class 3 contains 215539 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 89280 members 
Mstep: Class 6 contains 23048 members 
Mstep: Class 7 contains 475683 members 
Mstep: Class 8 contains 66369 members 
Mstep: Class 9 contains 43120 members 
Mstep: Class 10 contains 23642 members 
Mstep: Class 11 contains 125583 members 
Mstep: Class 12 contains 15499 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 17142 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 35706 members 
Mstep: Class 17 contains 15103 members 
Mstep: Class 18 contains 26121 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 210445 members 
Mstep: Class 22 contains 152458 members 
Mstep: Class 23 contains 5728 members 
Mstep: Class 24 contains 6835 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6060 members 
Mstep: Class 27 contains 8868 members 
Mstep: Class 28 contains 29300 members 
Mstep: Class 29 contains 18069 members 
Mstep: Class 30 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439152.000000 Penalty: 106759.125000
Iteration 82Q: 31 clusters Score -1.464392e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 39214 members 
Mstep: Class 3 contains 215054 members 
Mstep: Class 4 contains 35145 members 
Mstep: Class 5 contains 90114 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 474707 members 
Mstep: Class 8 contains 66438 members 
Mstep: Class 9 contains 43200 members 
Mstep: Class 10 contains 23674 members 
Mstep: Class 11 contains 125647 members 
Mstep: Class 12 contains 15471 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 17406 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 35586 members 
Mstep: Class 17 contains 15130 members 
Mstep: Class 18 contains 26070 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 210461 members 
Mstep: Class 22 contains 152472 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 6892 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 8882 members 
Mstep: Class 28 contains 29222 members 
Mstep: Class 29 contains 18113 members 
Mstep: Class 30 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439264.000000 Penalty: 106759.125000
Iteration 83Q: 31 clusters Score -1.464393e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 214612 members 
Mstep: Class 4 contains 35250 members 
Mstep: Class 5 contains 90896 members 
Mstep: Class 6 contains 23016 members 
Mstep: Class 7 contains 473780 members 
Mstep: Class 8 contains 66524 members 
Mstep: Class 9 contains 43258 members 
Mstep: Class 10 contains 23700 members 
Mstep: Class 11 contains 125697 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 17670 members 
Mstep: Class 15 contains 4089 members 
Mstep: Class 16 contains 35482 members 
Mstep: Class 17 contains 15164 members 
Mstep: Class 18 contains 26029 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 21 contains 210468 members 
Mstep: Class 22 contains 152493 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 3526 members 
Mstep: Class 26 contains 6347 members 
Mstep: Class 27 contains 8902 members 
Mstep: Class 28 contains 29132 members 
Mstep: Class 29 contains 18171 members 
Mstep: Class 30 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439568.000000 Penalty: 106759.125000
Iteration 84Q: 31 clusters Score -1.464396e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 39008 members 
Mstep: Class 3 contains 214154 members 
Mstep: Class 4 contains 35354 members 
Mstep: Class 5 contains 91652 members 
Mstep: Class 6 contains 23010 members 
Mstep: Class 7 contains 472856 members 
Mstep: Class 8 contains 66600 members 
Mstep: Class 9 contains 43322 members 
Mstep: Class 10 contains 23723 members 
Mstep: Class 11 contains 125762 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 16 contains 35401 members 
Mstep: Class 17 contains 15187 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 210473 members 
Mstep: Class 22 contains 152514 members 
Mstep: Class 23 contains 5654 members 
Mstep: Class 24 contains 6974 members 
Mstep: Class 25 contains 3528 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 8923 members 
Mstep: Class 28 contains 29058 members 
Mstep: Class 29 contains 18223 members 
Mstep: Class 30 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439808.000000 Penalty: 106759.125000
Iteration 85Q: 31 clusters Score -1.464398e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 38919 members 
Mstep: Class 3 contains 213729 members 
Mstep: Class 4 contains 35460 members 
Mstep: Class 5 contains 92348 members 
Mstep: Class 6 contains 23009 members 
Mstep: Class 7 contains 471990 members 
Mstep: Class 8 contains 66671 members 
Mstep: Class 9 contains 43352 members 
Mstep: Class 10 contains 23742 members 
Mstep: Class 11 contains 125838 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 4333 members 
Mstep: Class 14 contains 18144 members 
Mstep: Class 15 contains 4109 members 
Mstep: Class 16 contains 35336 members 
Mstep: Class 17 contains 15227 members 
Mstep: Class 18 contains 26009 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 210459 members 
Mstep: Class 22 contains 152539 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 7054 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 8935 members 
Mstep: Class 28 contains 28986 members 
Mstep: Class 29 contains 18257 members 
Mstep: Class 30 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440080.000000 Penalty: 106759.125000
Iteration 86Q: 31 clusters Score -1.464401e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 38849 members 
Mstep: Class 3 contains 213356 members 
Mstep: Class 4 contains 35568 members 
Mstep: Class 5 contains 92988 members 
Mstep: Class 6 contains 23015 members 
Mstep: Class 7 contains 471191 members 
Mstep: Class 8 contains 66750 members 
Mstep: Class 9 contains 43384 members 
Mstep: Class 10 contains 23754 members 
Mstep: Class 11 contains 125928 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 18322 members 
Mstep: Class 15 contains 4117 members 
Mstep: Class 16 contains 35284 members 
Mstep: Class 17 contains 15253 members 
Mstep: Class 18 contains 26011 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 210441 members 
Mstep: Class 22 contains 152564 members 
Mstep: Class 23 contains 5621 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 8944 members 
Mstep: Class 28 contains 28913 members 
Mstep: Class 29 contains 18278 members 
Mstep: Class 30 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440480.000000 Penalty: 106759.125000
Iteration 87Q: 31 clusters Score -1.464405e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 38787 members 
Mstep: Class 3 contains 212969 members 
Mstep: Class 4 contains 35679 members 
Mstep: Class 5 contains 93642 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 470404 members 
Mstep: Class 8 contains 66825 members 
Mstep: Class 9 contains 43423 members 
Mstep: Class 10 contains 23762 members 
Mstep: Class 11 contains 126008 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 18529 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 16 contains 35227 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 26007 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 210420 members 
Mstep: Class 22 contains 152588 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 7193 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 6577 members 
Mstep: Class 27 contains 8957 members 
Mstep: Class 28 contains 28825 members 
Mstep: Class 29 contains 18304 members 
Mstep: Class 30 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440544.000000 Penalty: 106759.125000
Iteration 88Q: 31 clusters Score -1.464405e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 38738 members 
Mstep: Class 3 contains 212586 members 
Mstep: Class 4 contains 35763 members 
Mstep: Class 5 contains 94284 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 469593 members 
Mstep: Class 8 contains 66899 members 
Mstep: Class 9 contains 43463 members 
Mstep: Class 10 contains 23781 members 
Mstep: Class 11 contains 126120 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 18711 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 35177 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 25998 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 210416 members 
Mstep: Class 22 contains 152617 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 7273 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6598 members 
Mstep: Class 27 contains 8970 members 
Mstep: Class 28 contains 28729 members 
Mstep: Class 29 contains 18335 members 
Mstep: Class 30 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146440880.000000 Penalty: 106759.125000
Iteration 89Q: 31 clusters Score -1.464409e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 38690 members 
Mstep: Class 3 contains 212258 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 94942 members 
Mstep: Class 6 contains 23018 members 
Mstep: Class 7 contains 468736 members 
Mstep: Class 8 contains 66955 members 
Mstep: Class 9 contains 43513 members 
Mstep: Class 10 contains 23792 members 
Mstep: Class 11 contains 126253 members 
Mstep: Class 12 contains 15398 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 18866 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 35123 members 
Mstep: Class 17 contains 15327 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 210389 members 
Mstep: Class 22 contains 152647 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 7355 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 28634 members 
Mstep: Class 29 contains 18383 members 
Mstep: Class 30 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441200.000000 Penalty: 106759.125000
Iteration 90Q: 31 clusters Score -1.464412e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 38657 members 
Mstep: Class 3 contains 211966 members 
Mstep: Class 4 contains 35915 members 
Mstep: Class 5 contains 95607 members 
Mstep: Class 6 contains 23016 members 
Mstep: Class 7 contains 467870 members 
Mstep: Class 8 contains 67007 members 
Mstep: Class 9 contains 43545 members 
Mstep: Class 10 contains 23801 members 
Mstep: Class 11 contains 126390 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 18996 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 35083 members 
Mstep: Class 17 contains 15351 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 210374 members 
Mstep: Class 22 contains 152675 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 7440 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 6633 members 
Mstep: Class 27 contains 8982 members 
Mstep: Class 28 contains 28531 members 
Mstep: Class 29 contains 18406 members 
Mstep: Class 30 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441088.000000 Penalty: 106759.125000
Iteration 91Q: 31 clusters Score -1.464411e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 38625 members 
Mstep: Class 3 contains 211642 members 
Mstep: Class 4 contains 35987 members 
Mstep: Class 5 contains 96299 members 
Mstep: Class 6 contains 23015 members 
Mstep: Class 7 contains 467042 members 
Mstep: Class 8 contains 67054 members 
Mstep: Class 9 contains 43576 members 
Mstep: Class 10 contains 23812 members 
Mstep: Class 11 contains 126506 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 19118 members 
Mstep: Class 15 contains 4145 members 
Mstep: Class 16 contains 35040 members 
Mstep: Class 17 contains 15368 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 210331 members 
Mstep: Class 22 contains 152705 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 7541 members 
Mstep: Class 25 contains 3526 members 
Mstep: Class 26 contains 6650 members 
Mstep: Class 27 contains 8985 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 18439 members 
Mstep: Class 30 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441552.000000 Penalty: 106759.125000
Iteration 92Q: 31 clusters Score -1.464416e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 38597 members 
Mstep: Class 3 contains 211349 members 
Mstep: Class 4 contains 36060 members 
Mstep: Class 5 contains 96986 members 
Mstep: Class 6 contains 23017 members 
Mstep: Class 7 contains 466242 members 
Mstep: Class 8 contains 67096 members 
Mstep: Class 9 contains 43616 members 
Mstep: Class 10 contains 23819 members 
Mstep: Class 11 contains 126598 members 
Mstep: Class 12 contains 15398 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 19236 members 
Mstep: Class 15 contains 4147 members 
Mstep: Class 16 contains 34991 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 210299 members 
Mstep: Class 22 contains 152747 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 7621 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 6658 members 
Mstep: Class 27 contains 8987 members 
Mstep: Class 28 contains 28345 members 
Mstep: Class 29 contains 18475 members 
Mstep: Class 30 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441760.000000 Penalty: 106759.125000
Iteration 93Q: 31 clusters Score -1.464418e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 38578 members 
Mstep: Class 3 contains 211072 members 
Mstep: Class 4 contains 36110 members 
Mstep: Class 5 contains 97646 members 
Mstep: Class 6 contains 23021 members 
Mstep: Class 7 contains 465444 members 
Mstep: Class 8 contains 67129 members 
Mstep: Class 9 contains 43660 members 
Mstep: Class 10 contains 23834 members 
Mstep: Class 11 contains 126691 members 
Mstep: Class 12 contains 15395 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 19338 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 34953 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 210289 members 
Mstep: Class 22 contains 152788 members 
Mstep: Class 23 contains 5546 members 
Mstep: Class 24 contains 7696 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6668 members 
Mstep: Class 27 contains 8987 members 
Mstep: Class 28 contains 28243 members 
Mstep: Class 29 contains 18518 members 
Mstep: Class 30 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146441936.000000 Penalty: 106759.125000
Iteration 94Q: 31 clusters Score -1.464419e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 38552 members 
Mstep: Class 3 contains 210784 members 
Mstep: Class 4 contains 36148 members 
Mstep: Class 5 contains 98276 members 
Mstep: Class 6 contains 23021 members 
Mstep: Class 7 contains 464708 members 
Mstep: Class 8 contains 67164 members 
Mstep: Class 9 contains 43702 members 
Mstep: Class 10 contains 23850 members 
Mstep: Class 11 contains 126764 members 
Mstep: Class 12 contains 15394 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 19453 members 
Mstep: Class 15 contains 4147 members 
Mstep: Class 16 contains 34915 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 25985 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 210276 members 
Mstep: Class 22 contains 152822 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 7786 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6676 members 
Mstep: Class 27 contains 8989 members 
Mstep: Class 28 contains 28136 members 
Mstep: Class 29 contains 18564 members 
Mstep: Class 30 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442048.000000 Penalty: 106759.125000
Iteration 95Q: 31 clusters Score -1.46442e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 210511 members 
Mstep: Class 4 contains 36174 members 
Mstep: Class 5 contains 98872 members 
Mstep: Class 6 contains 23027 members 
Mstep: Class 7 contains 464014 members 
Mstep: Class 8 contains 67196 members 
Mstep: Class 9 contains 43739 members 
Mstep: Class 10 contains 23866 members 
Mstep: Class 11 contains 126819 members 
Mstep: Class 12 contains 15394 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 19567 members 
Mstep: Class 15 contains 4151 members 
Mstep: Class 16 contains 34883 members 
Mstep: Class 17 contains 15436 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 210260 members 
Mstep: Class 22 contains 152851 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 7886 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 8990 members 
Mstep: Class 28 contains 28053 members 
Mstep: Class 29 contains 18603 members 
Mstep: Class 30 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442432.000000 Penalty: 106759.125000
Iteration 96Q: 31 clusters Score -1.464424e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 38497 members 
Mstep: Class 3 contains 210239 members 
Mstep: Class 4 contains 36196 members 
Mstep: Class 5 contains 99469 members 
Mstep: Class 6 contains 23028 members 
Mstep: Class 7 contains 463340 members 
Mstep: Class 8 contains 67231 members 
Mstep: Class 9 contains 43775 members 
Mstep: Class 10 contains 23882 members 
Mstep: Class 11 contains 126847 members 
Mstep: Class 12 contains 15396 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 19664 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 16 contains 34841 members 
Mstep: Class 17 contains 15458 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 210258 members 
Mstep: Class 22 contains 152885 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 7999 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6685 members 
Mstep: Class 27 contains 8989 members 
Mstep: Class 28 contains 27964 members 
Mstep: Class 29 contains 18628 members 
Mstep: Class 30 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442640.000000 Penalty: 106759.125000
Iteration 97Q: 31 clusters Score -1.464426e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 38499 members 
Mstep: Class 3 contains 209988 members 
Mstep: Class 4 contains 36225 members 
Mstep: Class 5 contains 100016 members 
Mstep: Class 6 contains 23028 members 
Mstep: Class 7 contains 462669 members 
Mstep: Class 8 contains 67260 members 
Mstep: Class 9 contains 43810 members 
Mstep: Class 10 contains 23899 members 
Mstep: Class 11 contains 126872 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 19765 members 
Mstep: Class 15 contains 4158 members 
Mstep: Class 16 contains 34799 members 
Mstep: Class 17 contains 15479 members 
Mstep: Class 18 contains 26010 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 210265 members 
Mstep: Class 22 contains 152909 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 8108 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6688 members 
Mstep: Class 27 contains 8988 members 
Mstep: Class 28 contains 27877 members 
Mstep: Class 29 contains 18655 members 
Mstep: Class 30 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442432.000000 Penalty: 106759.125000
Iteration 98Q: 31 clusters Score -1.464424e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 38478 members 
Mstep: Class 3 contains 209764 members 
Mstep: Class 4 contains 36264 members 
Mstep: Class 5 contains 100540 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 462002 members 
Mstep: Class 8 contains 67296 members 
Mstep: Class 9 contains 43839 members 
Mstep: Class 10 contains 23912 members 
Mstep: Class 11 contains 126896 members 
Mstep: Class 12 contains 15400 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 19871 members 
Mstep: Class 15 contains 4165 members 
Mstep: Class 16 contains 34761 members 
Mstep: Class 17 contains 15498 members 
Mstep: Class 18 contains 26015 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 210260 members 
Mstep: Class 22 contains 152944 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 8225 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 8988 members 
Mstep: Class 28 contains 27788 members 
Mstep: Class 29 contains 18677 members 
Mstep: Class 30 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 31 clusters Score -1.464425e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 38453 members 
Mstep: Class 3 contains 209563 members 
Mstep: Class 4 contains 36299 members 
Mstep: Class 5 contains 101050 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 461345 members 
Mstep: Class 8 contains 67328 members 
Mstep: Class 9 contains 43875 members 
Mstep: Class 10 contains 23922 members 
Mstep: Class 11 contains 126912 members 
Mstep: Class 12 contains 15402 members 
Mstep: Class 13 contains 4573 members 
Mstep: Class 14 contains 19986 members 
Mstep: Class 15 contains 4170 members 
Mstep: Class 16 contains 34724 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 26017 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 210256 members 
Mstep: Class 22 contains 152986 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 8323 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 8989 members 
Mstep: Class 28 contains 27689 members 
Mstep: Class 29 contains 18713 members 
Mstep: Class 30 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442944.000000 Penalty: 106759.125000
Iteration 100F: 31 clusters Score -1.464429e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 38430 members 
Mstep: Class 3 contains 209365 members 
Mstep: Class 4 contains 36336 members 
Mstep: Class 5 contains 101555 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 460708 members 
Mstep: Class 8 contains 67361 members 
Mstep: Class 9 contains 43912 members 
Mstep: Class 10 contains 23939 members 
Mstep: Class 11 contains 126947 members 
Mstep: Class 12 contains 15404 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 20085 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 34685 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 26024 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 210247 members 
Mstep: Class 22 contains 153011 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6693 members 
Mstep: Class 27 contains 8991 members 
Mstep: Class 28 contains 27586 members 
Mstep: Class 29 contains 18737 members 
Mstep: Class 30 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146442912.000000 Penalty: 106759.125000
Iteration 101Q: 31 clusters Score -1.464429e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 38414 members 
Mstep: Class 3 contains 209196 members 
Mstep: Class 4 contains 36389 members 
Mstep: Class 5 contains 102068 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 460068 members 
Mstep: Class 8 contains 67389 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 126971 members 
Mstep: Class 12 contains 15405 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 20189 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 34653 members 
Mstep: Class 17 contains 15542 members 
Mstep: Class 18 contains 26026 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 210206 members 
Mstep: Class 22 contains 153045 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 8505 members 
Mstep: Class 25 contains 3528 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 8993 members 
Mstep: Class 28 contains 27491 members 
Mstep: Class 29 contains 18761 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
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Iteration 102Q: 31 clusters Score -1.464431e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 38399 members 
Mstep: Class 3 contains 209000 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 102549 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 459460 members 
Mstep: Class 8 contains 67420 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 23954 members 
Mstep: Class 11 contains 126999 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 20273 members 
Mstep: Class 15 contains 4177 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 26034 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 210172 members 
Mstep: Class 22 contains 153078 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 3528 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 8997 members 
Mstep: Class 28 contains 27413 members 
Mstep: Class 29 contains 18779 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
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Score: -146442976.000000 Penalty: 106759.125000
Iteration 103Q: 31 clusters Score -1.46443e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 38382 members 
Mstep: Class 3 contains 208803 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 103005 members 
Mstep: Class 6 contains 23037 members 
Mstep: Class 7 contains 458869 members 
Mstep: Class 8 contains 67470 members 
Mstep: Class 9 contains 44028 members 
Mstep: Class 10 contains 23960 members 
Mstep: Class 11 contains 127028 members 
Mstep: Class 12 contains 15405 members 
Mstep: Class 13 contains 4590 members 
Mstep: Class 14 contains 20355 members 
Mstep: Class 15 contains 4183 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 210164 members 
Mstep: Class 22 contains 153102 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 8686 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6703 members 
Mstep: Class 27 contains 8998 members 
Mstep: Class 28 contains 27331 members 
Mstep: Class 29 contains 18794 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443008.000000 Penalty: 106759.125000
Iteration 104Q: 31 clusters Score -1.46443e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 38368 members 
Mstep: Class 3 contains 208648 members 
Mstep: Class 4 contains 36552 members 
Mstep: Class 5 contains 103436 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 458284 members 
Mstep: Class 8 contains 67507 members 
Mstep: Class 9 contains 44069 members 
Mstep: Class 10 contains 23970 members 
Mstep: Class 11 contains 127070 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 20451 members 
Mstep: Class 15 contains 4184 members 
Mstep: Class 16 contains 34521 members 
Mstep: Class 17 contains 15581 members 
Mstep: Class 18 contains 26044 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 210142 members 
Mstep: Class 22 contains 153132 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 8794 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6706 members 
Mstep: Class 27 contains 8997 members 
Mstep: Class 28 contains 27242 members 
Mstep: Class 29 contains 18810 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443344.000000 Penalty: 106759.125000
Iteration 105Q: 31 clusters Score -1.464433e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 38360 members 
Mstep: Class 3 contains 208497 members 
Mstep: Class 4 contains 36595 members 
Mstep: Class 5 contains 103860 members 
Mstep: Class 6 contains 23044 members 
Mstep: Class 7 contains 457696 members 
Mstep: Class 8 contains 67550 members 
Mstep: Class 9 contains 44102 members 
Mstep: Class 10 contains 23983 members 
Mstep: Class 11 contains 127104 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 20532 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 34470 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 210122 members 
Mstep: Class 22 contains 153160 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 8907 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6708 members 
Mstep: Class 27 contains 8999 members 
Mstep: Class 28 contains 27165 members 
Mstep: Class 29 contains 18825 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146443696.000000 Penalty: 106759.125000
Iteration 106Q: 31 clusters Score -1.464437e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 38347 members 
Mstep: Class 3 contains 208321 members 
Mstep: Class 4 contains 36633 members 
Mstep: Class 5 contains 104266 members 
Mstep: Class 6 contains 23050 members 
Mstep: Class 7 contains 457101 members 
Mstep: Class 8 contains 67593 members 
Mstep: Class 9 contains 44149 members 
Mstep: Class 10 contains 24005 members 
Mstep: Class 11 contains 127114 members 
Mstep: Class 12 contains 15407 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 20633 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 34443 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 26043 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 210110 members 
Mstep: Class 22 contains 153200 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6707 members 
Mstep: Class 27 contains 9000 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 18833 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444288.000000 Penalty: 106759.125000
Iteration 107Q: 31 clusters Score -1.464443e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 38335 members 
Mstep: Class 3 contains 208130 members 
Mstep: Class 4 contains 36673 members 
Mstep: Class 5 contains 104677 members 
Mstep: Class 6 contains 23055 members 
Mstep: Class 7 contains 456535 members 
Mstep: Class 8 contains 67631 members 
Mstep: Class 9 contains 44183 members 
Mstep: Class 10 contains 24021 members 
Mstep: Class 11 contains 127112 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 20736 members 
Mstep: Class 15 contains 4196 members 
Mstep: Class 16 contains 34420 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 26046 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 210086 members 
Mstep: Class 22 contains 153253 members 
Mstep: Class 23 contains 5519 members 
Mstep: Class 24 contains 9062 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6707 members 
Mstep: Class 27 contains 9001 members 
Mstep: Class 28 contains 27068 members 
Mstep: Class 29 contains 18836 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444160.000000 Penalty: 106759.125000
Iteration 108Q: 31 clusters Score -1.464442e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 38320 members 
Mstep: Class 3 contains 207951 members 
Mstep: Class 4 contains 36711 members 
Mstep: Class 5 contains 105099 members 
Mstep: Class 6 contains 23057 members 
Mstep: Class 7 contains 455947 members 
Mstep: Class 8 contains 67662 members 
Mstep: Class 9 contains 44213 members 
Mstep: Class 10 contains 24037 members 
Mstep: Class 11 contains 127099 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 20853 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 34391 members 
Mstep: Class 17 contains 15636 members 
Mstep: Class 18 contains 26044 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 210061 members 
Mstep: Class 22 contains 153299 members 
Mstep: Class 23 contains 5518 members 
Mstep: Class 24 contains 9146 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6711 members 
Mstep: Class 27 contains 9003 members 
Mstep: Class 28 contains 27031 members 
Mstep: Class 29 contains 18852 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444064.000000 Penalty: 106759.125000
Iteration 109Q: 31 clusters Score -1.464441e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 38309 members 
Mstep: Class 3 contains 207767 members 
Mstep: Class 4 contains 36764 members 
Mstep: Class 5 contains 105472 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 455462 members 
Mstep: Class 8 contains 67685 members 
Mstep: Class 9 contains 44242 members 
Mstep: Class 10 contains 24053 members 
Mstep: Class 11 contains 127086 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 4200 members 
Mstep: Class 16 contains 34347 members 
Mstep: Class 17 contains 15647 members 
Mstep: Class 18 contains 26044 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 210024 members 
Mstep: Class 22 contains 153331 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 9220 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6713 members 
Mstep: Class 27 contains 9003 members 
Mstep: Class 28 contains 26996 members 
Mstep: Class 29 contains 18856 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146444064.000000 Penalty: 106759.125000
Iteration 110Q: 31 clusters Score -1.464441e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 38300 members 
Mstep: Class 3 contains 207590 members 
Mstep: Class 4 contains 36814 members 
Mstep: Class 5 contains 105804 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 455007 members 
Mstep: Class 8 contains 67703 members 
Mstep: Class 9 contains 44276 members 
Mstep: Class 10 contains 24064 members 
Mstep: Class 11 contains 127089 members 
Mstep: Class 12 contains 15409 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 21090 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 209996 members 
Mstep: Class 22 contains 153360 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 9273 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 9003 members 
Mstep: Class 28 contains 26957 members 
Mstep: Class 29 contains 18855 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 31 clusters Score -1.464448e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 38288 members 
Mstep: Class 3 contains 207450 members 
Mstep: Class 4 contains 36860 members 
Mstep: Class 5 contains 106136 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 454499 members 
Mstep: Class 8 contains 67728 members 
Mstep: Class 9 contains 44289 members 
Mstep: Class 10 contains 24075 members 
Mstep: Class 11 contains 127085 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 21222 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 34290 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 26057 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 209978 members 
Mstep: Class 22 contains 153400 members 
Mstep: Class 23 contains 5513 members 
Mstep: Class 24 contains 9344 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 9004 members 
Mstep: Class 28 contains 26907 members 
Mstep: Class 29 contains 18855 members 
Mstep: Class 30 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 31 clusters Score -1.464448e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 38279 members 
Mstep: Class 3 contains 207281 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 106474 members 
Mstep: Class 6 contains 23073 members 
Mstep: Class 7 contains 453985 members 
Mstep: Class 8 contains 67746 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 24090 members 
Mstep: Class 11 contains 127087 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 21373 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 34251 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 26065 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 209942 members 
Mstep: Class 22 contains 153450 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 9417 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 9004 members 
Mstep: Class 28 contains 26873 members 
Mstep: Class 29 contains 18862 members 
Mstep: Class 30 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 31 clusters Score -1.464453e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 38265 members 
Mstep: Class 3 contains 207125 members 
Mstep: Class 4 contains 36952 members 
Mstep: Class 5 contains 106814 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 453477 members 
Mstep: Class 8 contains 67758 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 24102 members 
Mstep: Class 11 contains 127093 members 
Mstep: Class 12 contains 15409 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 21518 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 34230 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 26067 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 209902 members 
Mstep: Class 22 contains 153498 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 9005 members 
Mstep: Class 28 contains 26835 members 
Mstep: Class 29 contains 18868 members 
Mstep: Class 30 contains 2029 members 
Entering Unmasked Estep 
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Score: -146445520.000000 Penalty: 106759.125000
Iteration 114Q: 31 clusters Score -1.464455e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 38252 members 
Mstep: Class 3 contains 206944 members 
Mstep: Class 4 contains 37002 members 
Mstep: Class 5 contains 107142 members 
Mstep: Class 6 contains 23073 members 
Mstep: Class 7 contains 452973 members 
Mstep: Class 8 contains 67767 members 
Mstep: Class 9 contains 44363 members 
Mstep: Class 10 contains 24119 members 
Mstep: Class 11 contains 127099 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 21672 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 34209 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 209879 members 
Mstep: Class 22 contains 153557 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 9528 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 9005 members 
Mstep: Class 28 contains 26804 members 
Mstep: Class 29 contains 18863 members 
Mstep: Class 30 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445712.000000 Penalty: 106759.125000
Iteration 115Q: 31 clusters Score -1.464457e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 38244 members 
Mstep: Class 3 contains 206780 members 
Mstep: Class 4 contains 37046 members 
Mstep: Class 5 contains 107465 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 452514 members 
Mstep: Class 8 contains 67784 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 24138 members 
Mstep: Class 11 contains 127093 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 21793 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 34187 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 26063 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2698 members 
Mstep: Class 21 contains 209860 members 
Mstep: Class 22 contains 153600 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6717 members 
Mstep: Class 27 contains 9005 members 
Mstep: Class 28 contains 26778 members 
Mstep: Class 29 contains 18864 members 
Mstep: Class 30 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445664.000000 Penalty: 106759.125000
Iteration 116Q: 31 clusters Score -1.464457e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 38238 members 
Mstep: Class 3 contains 206627 members 
Mstep: Class 4 contains 37097 members 
Mstep: Class 5 contains 107764 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 452058 members 
Mstep: Class 8 contains 67801 members 
Mstep: Class 9 contains 44411 members 
Mstep: Class 10 contains 24157 members 
Mstep: Class 11 contains 127088 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 21928 members 
Mstep: Class 15 contains 4212 members 
Mstep: Class 16 contains 34161 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 26065 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 209833 members 
Mstep: Class 22 contains 153629 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 9606 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6721 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26740 members 
Mstep: Class 29 contains 18881 members 
Mstep: Class 30 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445616.000000 Penalty: 106759.125000
Iteration 117Q: 31 clusters Score -1.464456e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 38232 members 
Mstep: Class 3 contains 206503 members 
Mstep: Class 4 contains 37149 members 
Mstep: Class 5 contains 108073 members 
Mstep: Class 6 contains 23079 members 
Mstep: Class 7 contains 451619 members 
Mstep: Class 8 contains 67807 members 
Mstep: Class 9 contains 44428 members 
Mstep: Class 10 contains 24174 members 
Mstep: Class 11 contains 127078 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 22073 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 34128 members 
Mstep: Class 17 contains 15690 members 
Mstep: Class 18 contains 26067 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 209795 members 
Mstep: Class 22 contains 153656 members 
Mstep: Class 23 contains 5508 members 
Mstep: Class 24 contains 9628 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6722 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26708 members 
Mstep: Class 29 contains 18883 members 
Mstep: Class 30 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146445856.000000 Penalty: 106759.125000
Iteration 118Q: 31 clusters Score -1.464459e+08 nChanged 1215
Entering ConstructFrom: 
Score: -146445856.000000 Penalty: 106759.125000
Entering ConstructFrom: 
Trying to split cluster 1 (6627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Entering Unmasked Estep 
Score: -640423.312500 Penalty: 2182.128906
	Iteration 0F: 2 clusters Score -640423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -634884.312500 Penalty: 4364.257812
	Iteration 0F: 3 clusters Score -634884.3 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -636319.187500 Penalty: 4364.257812
	Iteration 1F: 3 clusters Score -636319.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -636533.687500 Penalty: 4364.257812
	Iteration 2F: 3 clusters Score -636533.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -636651.875000 Penalty: 4364.257812
	Iteration 3Q: 3 clusters Score -636651.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -636742.875000 Penalty: 4364.257812
	Iteration 4Q: 3 clusters Score -636742.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -636810.875000 Penalty: 4364.257812
	Iteration 5Q: 3 clusters Score -636810.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -636853.187500 Penalty: 4364.257812
	Iteration 6Q: 3 clusters Score -636853.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -636882.875000 Penalty: 4364.257812
	Iteration 7Q: 3 clusters Score -636882.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -636915.187500 Penalty: 4364.257812
	Iteration 8Q: 3 clusters Score -636915.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -636943.437500 Penalty: 4364.257812
	Iteration 9Q: 3 clusters Score -636943.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -636971.750000 Penalty: 4364.257812
	Iteration 10Q: 3 clusters Score -636971.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -636999.125000 Penalty: 4364.257812
	Iteration 11Q: 3 clusters Score -636999.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -637032.062500 Penalty: 4364.257812
	Iteration 12Q: 3 clusters Score -637032.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -637065.312500 Penalty: 4364.257812
	Iteration 13Q: 3 clusters Score -637065.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -637113.625000 Penalty: 4364.257812
	Iteration 14Q: 3 clusters Score -637113.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -637152.562500 Penalty: 4364.257812
	Iteration 15Q: 3 clusters Score -637152.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -637189.687500 Penalty: 4364.257812
	Iteration 16Q: 3 clusters Score -637189.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -637232.812500 Penalty: 4364.257812
	Iteration 17Q: 3 clusters Score -637232.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -637285.500000 Penalty: 4364.257812
	Iteration 18Q: 3 clusters Score -637285.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -637347.687500 Penalty: 4364.257812
	Iteration 19Q: 3 clusters Score -637347.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -637410.687500 Penalty: 4364.257812
	Iteration 20F: 3 clusters Score -637410.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -637492.375000 Penalty: 4364.257812
	Iteration 21Q: 3 clusters Score -637492.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -637593.250000 Penalty: 4364.257812
	Iteration 22Q: 3 clusters Score -637593.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -637705.250000 Penalty: 4364.257812
	Iteration 23Q: 3 clusters Score -637705.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -637823.875000 Penalty: 4364.257812
	Iteration 24Q: 3 clusters Score -637823.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -637941.125000 Penalty: 4364.257812
	Iteration 25Q: 3 clusters Score -637941.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -638056.312500 Penalty: 4364.257812
	Iteration 26Q: 3 clusters Score -638056.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -638132.750000 Penalty: 4364.257812
	Iteration 27Q: 3 clusters Score -638132.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -638207.187500 Penalty: 4364.257812
	Iteration 28Q: 3 clusters Score -638207.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -638262.937500 Penalty: 4364.257812
	Iteration 29Q: 3 clusters Score -638262.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -638306.875000 Penalty: 4364.257812
	Iteration 30Q: 3 clusters Score -638306.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -638346.750000 Penalty: 4364.257812
	Iteration 31Q: 3 clusters Score -638346.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -638375.437500 Penalty: 4364.257812
	Iteration 32Q: 3 clusters Score -638375.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -638395.250000 Penalty: 4364.257812
	Iteration 33Q: 3 clusters Score -638395.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -638414.250000 Penalty: 4364.257812
	Iteration 34Q: 3 clusters Score -638414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -638422.750000 Penalty: 4364.257812
	Iteration 35Q: 3 clusters Score -638422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -638432.375000 Penalty: 4364.257812
	Iteration 36Q: 3 clusters Score -638432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -638445.937500 Penalty: 4364.257812
	Iteration 37Q: 3 clusters Score -638445.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -638456.000000 Penalty: 4364.257812
	Iteration 38Q: 3 clusters Score -638456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -638467.812500 Penalty: 4364.257812
	Iteration 39Q: 3 clusters Score -638467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -638478.187500 Penalty: 4364.257812
	Iteration 40F: 3 clusters Score -638478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -638500.312500 Penalty: 4364.257812
	Iteration 41Q: 3 clusters Score -638500.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -638518.562500 Penalty: 4364.257812
	Iteration 42Q: 3 clusters Score -638518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -638530.500000 Penalty: 4364.257812
	Iteration 43Q: 3 clusters Score -638530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -638536.000000 Penalty: 4364.257812
	Iteration 44Q: 3 clusters Score -638536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -638540.187500 Penalty: 4364.257812
	Iteration 45Q: 3 clusters Score -638540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -638543.500000 Penalty: 4364.257812
	Iteration 46Q: 3 clusters Score -638543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -638546.500000 Penalty: 4364.257812
	Iteration 47Q: 3 clusters Score -638546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -638546.500000 Penalty: 4364.257812
	Iteration 48F: 3 clusters Score -638546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Entering Unmasked Estep 
Score: -3291279.000000 Penalty: 2616.708740
	Iteration 0F: 2 clusters Score -3291279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3265210.500000 Penalty: 5233.417480
	Iteration 0F: 3 clusters Score -3265210 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3274902.750000 Penalty: 5233.417480
	Iteration 1F: 3 clusters Score -3274903 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3275579.250000 Penalty: 5233.417480
	Iteration 2Q: 3 clusters Score -3275579 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3276343.000000 Penalty: 5233.417480
	Iteration 3Q: 3 clusters Score -3276343 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3277149.750000 Penalty: 5233.417480
	Iteration 4Q: 3 clusters Score -3277150 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3278038.000000 Penalty: 5233.417480
	Iteration 5Q: 3 clusters Score -3278038 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3278922.000000 Penalty: 5233.417480
	Iteration 6Q: 3 clusters Score -3278922 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3279762.750000 Penalty: 5233.417480
	Iteration 7Q: 3 clusters Score -3279763 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3280550.750000 Penalty: 5233.417480
	Iteration 8Q: 3 clusters Score -3280551 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3281253.500000 Penalty: 5233.417480
	Iteration 9Q: 3 clusters Score -3281254 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3281884.000000 Penalty: 5233.417480
	Iteration 10Q: 3 clusters Score -3281884 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3282471.750000 Penalty: 5233.417480
	Iteration 11Q: 3 clusters Score -3282472 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3282962.250000 Penalty: 5233.417480
	Iteration 12Q: 3 clusters Score -3282962 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3283413.250000 Penalty: 5233.417480
	Iteration 13Q: 3 clusters Score -3283413 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3283849.500000 Penalty: 5233.417480
	Iteration 14Q: 3 clusters Score -3283850 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3284341.000000 Penalty: 5233.417480
	Iteration 15Q: 3 clusters Score -3284341 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3284822.750000 Penalty: 5233.417480
	Iteration 16Q: 3 clusters Score -3284823 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3285449.250000 Penalty: 5233.417480
	Iteration 17Q: 3 clusters Score -3285449 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3286177.500000 Penalty: 5233.417480
	Iteration 18Q: 3 clusters Score -3286178 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3286910.250000 Penalty: 5233.417480
	Iteration 19Q: 3 clusters Score -3286910 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3287537.250000 Penalty: 5233.417480
	Iteration 20F: 3 clusters Score -3287537 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3288013.000000 Penalty: 5233.417480
	Iteration 21Q: 3 clusters Score -3288013 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3288310.500000 Penalty: 5233.417480
	Iteration 22Q: 3 clusters Score -3288310 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3288508.500000 Penalty: 5233.417480
	Iteration 23Q: 3 clusters Score -3288508 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3288675.500000 Penalty: 5233.417480
	Iteration 24Q: 3 clusters Score -3288676 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3288810.500000 Penalty: 5233.417480
	Iteration 25Q: 3 clusters Score -3288810 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3288973.250000 Penalty: 5233.417480
	Iteration 26Q: 3 clusters Score -3288973 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3289126.250000 Penalty: 5233.417480
	Iteration 27Q: 3 clusters Score -3289126 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3289318.250000 Penalty: 5233.417480
	Iteration 28Q: 3 clusters Score -3289318 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3289491.750000 Penalty: 5233.417480
	Iteration 29Q: 3 clusters Score -3289492 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3289629.500000 Penalty: 5233.417480
	Iteration 30Q: 3 clusters Score -3289630 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3289744.250000 Penalty: 5233.417480
	Iteration 31Q: 3 clusters Score -3289744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3289813.750000 Penalty: 5233.417480
	Iteration 32Q: 3 clusters Score -3289814 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3289868.250000 Penalty: 5233.417480
	Iteration 33Q: 3 clusters Score -3289868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3289894.000000 Penalty: 5233.417480
	Iteration 34Q: 3 clusters Score -3289894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -3289916.250000 Penalty: 5233.417480
	Iteration 35Q: 3 clusters Score -3289916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3289940.750000 Penalty: 5233.417480
	Iteration 36Q: 3 clusters Score -3289941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3289948.000000 Penalty: 5233.417480
	Iteration 37Q: 3 clusters Score -3289948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3289965.500000 Penalty: 5233.417480
	Iteration 38Q: 3 clusters Score -3289966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3289964.500000 Penalty: 5233.417480
	Iteration 39Q: 3 clusters Score -3289964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3290123.000000 Penalty: 5233.417480
	Iteration 40F: 3 clusters Score -3290123 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3290264.250000 Penalty: 5233.417480
	Iteration 41Q: 3 clusters Score -3290264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3290318.500000 Penalty: 5233.417480
	Iteration 42Q: 3 clusters Score -3290318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3290330.000000 Penalty: 5233.417480
	Iteration 43Q: 3 clusters Score -3290330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3290339.000000 Penalty: 5233.417480
	Iteration 44Q: 3 clusters Score -3290339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3290346.500000 Penalty: 5233.417480
	Iteration 45Q: 3 clusters Score -3290346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -3290344.250000 Penalty: 5233.417480
	Iteration 46Q: 3 clusters Score -3290344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3290357.500000 Penalty: 5233.417480
	Iteration 47Q: 3 clusters Score -3290358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3290354.500000 Penalty: 5233.417480
	Iteration 48Q: 3 clusters Score -3290354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3290350.500000 Penalty: 5233.417480
	Iteration 49Q: 3 clusters Score -3290350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3290348.750000 Penalty: 5233.417480
	Iteration 50Q: 3 clusters Score -3290349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3290353.750000 Penalty: 5233.417480
	Iteration 51Q: 3 clusters Score -3290354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3290354.000000 Penalty: 5233.417480
	Iteration 52Q: 3 clusters Score -3290354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3290357.250000 Penalty: 5233.417480
	Iteration 53Q: 3 clusters Score -3290357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3290359.750000 Penalty: 5233.417480
	Iteration 54Q: 3 clusters Score -3290360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3290361.500000 Penalty: 5233.417480
	Iteration 55Q: 3 clusters Score -3290362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3290362.750000 Penalty: 5233.417480
	Iteration 56Q: 3 clusters Score -3290363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3290362.750000 Penalty: 5233.417480
	Iteration 57F: 3 clusters Score -3290363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (206394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206394 members 
Entering Unmasked Estep 
Score: -18140160.000000 Penalty: 3034.910400
	Iteration 0F: 2 clusters Score -1.814016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -18001022.000000 Penalty: 6069.820801
	Iteration 0F: 3 clusters Score -1.800102e+07 nChanged 99546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -18059310.000000 Penalty: 6069.820801
	Iteration 1F: 3 clusters Score -1.805931e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 106138 members 
Entering Unmasked Estep 
Score: -18060192.000000 Penalty: 6069.820801
	Iteration 2Q: 3 clusters Score -1.806019e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -18061094.000000 Penalty: 6069.820801
	Iteration 3Q: 3 clusters Score -1.806109e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -18062406.000000 Penalty: 6069.820801
	Iteration 4Q: 3 clusters Score -1.806241e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -18064084.000000 Penalty: 6069.820801
	Iteration 5Q: 3 clusters Score -1.806408e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -18066808.000000 Penalty: 6069.820801
	Iteration 6Q: 3 clusters Score -1.806681e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -18071728.000000 Penalty: 6069.820801
	Iteration 7Q: 3 clusters Score -1.807173e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -18079896.000000 Penalty: 6069.820801
	Iteration 8F: 3 clusters Score -1.80799e+07 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -18092720.000000 Penalty: 6069.820801
	Iteration 9F: 3 clusters Score -1.809272e+07 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 175854 members 
Entering Unmasked Estep 
Score: -18108602.000000 Penalty: 6069.820801
	Iteration 10F: 3 clusters Score -1.81086e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 190734 members 
Entering Unmasked Estep 
Score: -18122818.000000 Penalty: 6069.820801
	Iteration 11F: 3 clusters Score -1.812282e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 199917 members 
Entering Unmasked Estep 
Score: -18131678.000000 Penalty: 6069.820801
	Iteration 12Q: 3 clusters Score -1.813168e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -18135584.000000 Penalty: 6069.820801
	Iteration 13Q: 3 clusters Score -1.813558e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -18136746.000000 Penalty: 6069.820801
	Iteration 14Q: 3 clusters Score -1.813675e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 205928 members 
Entering Unmasked Estep 
Score: -18137138.000000 Penalty: 6069.820801
	Iteration 15Q: 3 clusters Score -1.813714e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 206052 members 
Entering Unmasked Estep 
Score: -18137306.000000 Penalty: 6069.820801
	Iteration 16Q: 3 clusters Score -1.813731e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 206090 members 
Entering Unmasked Estep 
Score: -18137398.000000 Penalty: 6069.820801
	Iteration 17Q: 3 clusters Score -1.81374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206110 members 
Entering Unmasked Estep 
Score: -18137456.000000 Penalty: 6069.820801
	Iteration 18Q: 3 clusters Score -1.813746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 206114 members 
Entering Unmasked Estep 
Score: -18137476.000000 Penalty: 6069.820801
	Iteration 19Q: 3 clusters Score -1.813748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206120 members 
Entering Unmasked Estep 
Score: -18137464.000000 Penalty: 6069.820801
	Iteration 20F: 3 clusters Score -1.813746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 206121 members 
Entering Unmasked Estep 
Score: -18137482.000000 Penalty: 6069.820801
	Iteration 21Q: 3 clusters Score -1.813748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 206123 members 
Entering Unmasked Estep 
Score: -18137472.000000 Penalty: 6069.820801
	Iteration 22Q: 3 clusters Score -1.813747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206124 members 
Entering Unmasked Estep 
Score: -18137486.000000 Penalty: 6069.820801
	Iteration 23Q: 3 clusters Score -1.813749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 206125 members 
Entering Unmasked Estep 
Score: -18137494.000000 Penalty: 6069.820801
	Iteration 24Q: 3 clusters Score -1.813749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206124 members 
Entering Unmasked Estep 
Score: -18137488.000000 Penalty: 6069.820801
	Iteration 25Q: 3 clusters Score -1.813749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206124 members 
Entering Unmasked Estep 
Score: -18137488.000000 Penalty: 6069.820801
	Iteration 26F: 3 clusters Score -1.813749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Entering Unmasked Estep 
Score: -3395447.750000 Penalty: 2609.894531
	Iteration 0F: 2 clusters Score -3395448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3370312.500000 Penalty: 5219.789062
	Iteration 0F: 3 clusters Score -3370312 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3379583.750000 Penalty: 5219.789062
	Iteration 1F: 3 clusters Score -3379584 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3380129.000000 Penalty: 5219.789062
	Iteration 2Q: 3 clusters Score -3380129 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3380677.750000 Penalty: 5219.789062
	Iteration 3Q: 3 clusters Score -3380678 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3381230.500000 Penalty: 5219.789062
	Iteration 4Q: 3 clusters Score -3381230 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3381918.250000 Penalty: 5219.789062
	Iteration 5Q: 3 clusters Score -3381918 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3382791.000000 Penalty: 5219.789062
	Iteration 6Q: 3 clusters Score -3382791 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3383894.750000 Penalty: 5219.789062
	Iteration 7Q: 3 clusters Score -3383895 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3385142.750000 Penalty: 5219.789062
	Iteration 8F: 3 clusters Score -3385143 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3386479.250000 Penalty: 5219.789062
	Iteration 9F: 3 clusters Score -3386479 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3387729.500000 Penalty: 5219.789062
	Iteration 10Q: 3 clusters Score -3387730 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3388819.000000 Penalty: 5219.789062
	Iteration 11Q: 3 clusters Score -3388819 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3389630.750000 Penalty: 5219.789062
	Iteration 12Q: 3 clusters Score -3389631 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3390314.750000 Penalty: 5219.789062
	Iteration 13Q: 3 clusters Score -3390315 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -3390899.750000 Penalty: 5219.789062
	Iteration 14Q: 3 clusters Score -3390900 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -3391426.000000 Penalty: 5219.789062
	Iteration 15Q: 3 clusters Score -3391426 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -3391891.000000 Penalty: 5219.789062
	Iteration 16Q: 3 clusters Score -3391891 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -3392267.500000 Penalty: 5219.789062
	Iteration 17Q: 3 clusters Score -3392268 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -3392510.500000 Penalty: 5219.789062
	Iteration 18Q: 3 clusters Score -3392510 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3392701.000000 Penalty: 5219.789062
	Iteration 19Q: 3 clusters Score -3392701 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -3392824.250000 Penalty: 5219.789062
	Iteration 20F: 3 clusters Score -3392824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -3392924.750000 Penalty: 5219.789062
	Iteration 21Q: 3 clusters Score -3392925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3392982.000000 Penalty: 5219.789062
	Iteration 22Q: 3 clusters Score -3392982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -3393031.250000 Penalty: 5219.789062
	Iteration 23Q: 3 clusters Score -3393031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -3393067.250000 Penalty: 5219.789062
	Iteration 24Q: 3 clusters Score -3393067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3393108.000000 Penalty: 5219.789062
	Iteration 25Q: 3 clusters Score -3393108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -3393135.250000 Penalty: 5219.789062
	Iteration 26Q: 3 clusters Score -3393135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -3393164.500000 Penalty: 5219.789062
	Iteration 27Q: 3 clusters Score -3393164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -3393184.250000 Penalty: 5219.789062
	Iteration 28Q: 3 clusters Score -3393184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -3393194.750000 Penalty: 5219.789062
	Iteration 29Q: 3 clusters Score -3393195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -3393206.000000 Penalty: 5219.789062
	Iteration 30Q: 3 clusters Score -3393206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3393216.750000 Penalty: 5219.789062
	Iteration 31Q: 3 clusters Score -3393217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3393220.000000 Penalty: 5219.789062
	Iteration 32Q: 3 clusters Score -3393220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3393217.750000 Penalty: 5219.789062
	Iteration 33Q: 3 clusters Score -3393218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3393217.500000 Penalty: 5219.789062
	Iteration 34Q: 3 clusters Score -3393218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3393216.750000 Penalty: 5219.789062
	Iteration 35Q: 3 clusters Score -3393217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3393219.250000 Penalty: 5219.789062
	Iteration 36Q: 3 clusters Score -3393219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -3393224.250000 Penalty: 5219.789062
	Iteration 37Q: 3 clusters Score -3393224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -3393222.750000 Penalty: 5219.789062
	Iteration 38Q: 3 clusters Score -3393223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3393224.250000 Penalty: 5219.789062
	Iteration 39Q: 3 clusters Score -3393224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3393224.250000 Penalty: 5219.789062
	Iteration 40F: 3 clusters Score -3393224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (108381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Entering Unmasked Estep 
Score: -9722113.000000 Penalty: 2875.165039
	Iteration 0F: 2 clusters Score -9722113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -9649398.000000 Penalty: 5750.330078
	Iteration 0F: 3 clusters Score -9649398 nChanged 51379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -9679321.000000 Penalty: 5750.330078
	Iteration 1F: 3 clusters Score -9679321 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -9680942.000000 Penalty: 5750.330078
	Iteration 2Q: 3 clusters Score -9680942 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -9683823.000000 Penalty: 5750.330078
	Iteration 3F: 3 clusters Score -9683823 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -9688981.000000 Penalty: 5750.330078
	Iteration 4F: 3 clusters Score -9688981 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -9697296.000000 Penalty: 5750.330078
	Iteration 5F: 3 clusters Score -9697296 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -9706658.000000 Penalty: 5750.330078
	Iteration 6F: 3 clusters Score -9706658 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96623 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -9713732.000000 Penalty: 5750.330078
	Iteration 7F: 3 clusters Score -9713732 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -9717479.000000 Penalty: 5750.330078
	Iteration 8Q: 3 clusters Score -9717479 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -9718811.000000 Penalty: 5750.330078
	Iteration 9Q: 3 clusters Score -9718811 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -9719251.000000 Penalty: 5750.330078
	Iteration 10Q: 3 clusters Score -9719251 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -9719437.000000 Penalty: 5750.330078
	Iteration 11Q: 3 clusters Score -9719437 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -9719580.000000 Penalty: 5750.330078
	Iteration 12Q: 3 clusters Score -9719580 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -9719662.000000 Penalty: 5750.330078
	Iteration 13Q: 3 clusters Score -9719662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -9719744.000000 Penalty: 5750.330078
	Iteration 14Q: 3 clusters Score -9719744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -9719794.000000 Penalty: 5750.330078
	Iteration 15Q: 3 clusters Score -9719794 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -9719830.000000 Penalty: 5750.330078
	Iteration 16Q: 3 clusters Score -9719830 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -9719896.000000 Penalty: 5750.330078
	Iteration 17Q: 3 clusters Score -9719896 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -9719995.000000 Penalty: 5750.330078
	Iteration 18Q: 3 clusters Score -9719995 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -9720051.000000 Penalty: 5750.330078
	Iteration 19Q: 3 clusters Score -9720051 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9720071.000000 Penalty: 5750.330078
	Iteration 20F: 3 clusters Score -9720071 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9720150.000000 Penalty: 5750.330078
	Iteration 21Q: 3 clusters Score -9720150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -9720198.000000 Penalty: 5750.330078
	Iteration 22Q: 3 clusters Score -9720198 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -9720218.000000 Penalty: 5750.330078
	Iteration 23Q: 3 clusters Score -9720218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -9720249.000000 Penalty: 5750.330078
	Iteration 24Q: 3 clusters Score -9720249 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -9720237.000000 Penalty: 5750.330078
	Iteration 25Q: 3 clusters Score -9720237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9720261.000000 Penalty: 5750.330078
	Iteration 26Q: 3 clusters Score -9720261 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9720275.000000 Penalty: 5750.330078
	Iteration 27Q: 3 clusters Score -9720275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -9720272.000000 Penalty: 5750.330078
	Iteration 28Q: 3 clusters Score -9720272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9720291.000000 Penalty: 5750.330078
	Iteration 29Q: 3 clusters Score -9720291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9720308.000000 Penalty: 5750.330078
	Iteration 30Q: 3 clusters Score -9720308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9720322.000000 Penalty: 5750.330078
	Iteration 31Q: 3 clusters Score -9720322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9720322.000000 Penalty: 5750.330078
	Iteration 32Q: 3 clusters Score -9720322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9720324.000000 Penalty: 5750.330078
	Iteration 33Q: 3 clusters Score -9720324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9720323.000000 Penalty: 5750.330078
	Iteration 34Q: 3 clusters Score -9720323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9720361.000000 Penalty: 5750.330078
	Iteration 35Q: 3 clusters Score -9720361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9720361.000000 Penalty: 5750.330078
	Iteration 36Q: 3 clusters Score -9720361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9720356.000000 Penalty: 5750.330078
	Iteration 37Q: 3 clusters Score -9720356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -9720365.000000 Penalty: 5750.330078
	Iteration 38Q: 3 clusters Score -9720365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -9720358.000000 Penalty: 5750.330078
	Iteration 39Q: 3 clusters Score -9720358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9720360.000000 Penalty: 5750.330078
	Iteration 40F: 3 clusters Score -9720360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9720358.000000 Penalty: 5750.330078
	Iteration 41Q: 3 clusters Score -9720358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9720368.000000 Penalty: 5750.330078
	Iteration 42Q: 3 clusters Score -9720368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9720373.000000 Penalty: 5750.330078
	Iteration 43Q: 3 clusters Score -9720373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9720377.000000 Penalty: 5750.330078
	Iteration 44Q: 3 clusters Score -9720377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9720379.000000 Penalty: 5750.330078
	Iteration 45Q: 3 clusters Score -9720379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9720386.000000 Penalty: 5750.330078
	Iteration 46Q: 3 clusters Score -9720386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9720359.000000 Penalty: 5750.330078
	Iteration 47Q: 3 clusters Score -9720359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9720358.000000 Penalty: 5750.330078
	Iteration 48Q: 3 clusters Score -9720358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9720359.000000 Penalty: 5750.330078
	Iteration 49Q: 3 clusters Score -9720359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -9720377.000000 Penalty: 5750.330078
	Iteration 50Q: 3 clusters Score -9720377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9720365.000000 Penalty: 5750.330078
	Iteration 51Q: 3 clusters Score -9720365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9720360.000000 Penalty: 5750.330078
	Iteration 52Q: 3 clusters Score -9720360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9720363.000000 Penalty: 5750.330078
	Iteration 53Q: 3 clusters Score -9720363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9720351.000000 Penalty: 5750.330078
	Iteration 54Q: 3 clusters Score -9720351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -9720359.000000 Penalty: 5750.330078
	Iteration 55Q: 3 clusters Score -9720359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9720352.000000 Penalty: 5750.330078
	Iteration 56Q: 3 clusters Score -9720352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9720354.000000 Penalty: 5750.330078
	Iteration 57Q: 3 clusters Score -9720354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9720350.000000 Penalty: 5750.330078
	Iteration 58Q: 3 clusters Score -9720350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9720353.000000 Penalty: 5750.330078
	Iteration 59Q: 3 clusters Score -9720353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9720353.000000 Penalty: 5750.330078
	Iteration 60F: 3 clusters Score -9720353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Entering Unmasked Estep 
Score: -1948198.875000 Penalty: 2491.565430
	Iteration 0F: 2 clusters Score -1948199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1932276.375000 Penalty: 4983.130859
	Iteration 0F: 3 clusters Score -1932276 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1938474.750000 Penalty: 4983.130859
	Iteration 1F: 3 clusters Score -1938475 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1940044.375000 Penalty: 4983.130859
	Iteration 2F: 3 clusters Score -1940044 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1942334.125000 Penalty: 4983.130859
	Iteration 3F: 3 clusters Score -1942334 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1944572.500000 Penalty: 4983.130859
	Iteration 4F: 3 clusters Score -1944572 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1946277.750000 Penalty: 4983.130859
	Iteration 5F: 3 clusters Score -1946278 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1947423.375000 Penalty: 4983.130859
	Iteration 6F: 3 clusters Score -1947423 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1947920.750000 Penalty: 4983.130859
	Iteration 7Q: 3 clusters Score -1947921 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1948128.625000 Penalty: 4983.130859
	Iteration 8Q: 3 clusters Score -1948129 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1948214.125000 Penalty: 4983.130859
	Iteration 9Q: 3 clusters Score -1948214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1948251.500000 Penalty: 4983.130859
	Iteration 10Q: 3 clusters Score -1948252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1948288.750000 Penalty: 4983.130859
	Iteration 11Q: 3 clusters Score -1948289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1948316.625000 Penalty: 4983.130859
	Iteration 12Q: 3 clusters Score -1948317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1948327.625000 Penalty: 4983.130859
	Iteration 13Q: 3 clusters Score -1948328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1948337.375000 Penalty: 4983.130859
	Iteration 14Q: 3 clusters Score -1948337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1948345.875000 Penalty: 4983.130859
	Iteration 15Q: 3 clusters Score -1948346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1948345.000000 Penalty: 4983.130859
	Iteration 16Q: 3 clusters Score -1948345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1948355.500000 Penalty: 4983.130859
	Iteration 17Q: 3 clusters Score -1948356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1948359.250000 Penalty: 4983.130859
	Iteration 18Q: 3 clusters Score -1948359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1948364.125000 Penalty: 4983.130859
	Iteration 19Q: 3 clusters Score -1948364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1948362.750000 Penalty: 4983.130859
	Iteration 20F: 3 clusters Score -1948363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1948367.875000 Penalty: 4983.130859
	Iteration 21Q: 3 clusters Score -1948368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1948364.250000 Penalty: 4983.130859
	Iteration 22Q: 3 clusters Score -1948364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1948365.750000 Penalty: 4983.130859
	Iteration 23Q: 3 clusters Score -1948366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1948367.125000 Penalty: 4983.130859
	Iteration 24Q: 3 clusters Score -1948367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1948363.625000 Penalty: 4983.130859
	Iteration 25Q: 3 clusters Score -1948364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1948367.750000 Penalty: 4983.130859
	Iteration 26Q: 3 clusters Score -1948368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1948370.375000 Penalty: 4983.130859
	Iteration 27Q: 3 clusters Score -1948370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1948368.625000 Penalty: 4983.130859
	Iteration 28Q: 3 clusters Score -1948369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1948368.250000 Penalty: 4983.130859
	Iteration 29Q: 3 clusters Score -1948368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1948372.625000 Penalty: 4983.130859
	Iteration 30Q: 3 clusters Score -1948373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1948370.875000 Penalty: 4983.130859
	Iteration 31Q: 3 clusters Score -1948371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1948371.875000 Penalty: 4983.130859
	Iteration 32Q: 3 clusters Score -1948372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1948372.500000 Penalty: 4983.130859
	Iteration 33Q: 3 clusters Score -1948372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1948372.500000 Penalty: 4983.130859
	Iteration 34F: 3 clusters Score -1948372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38225 members 
Mstep: Class 3 contains 206394 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 108381 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 451151 members 
Mstep: Class 8 contains 67819 members 
Mstep: Class 9 contains 44440 members 
Mstep: Class 10 contains 24188 members 
Mstep: Class 11 contains 127058 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 34097 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 209769 members 
Mstep: Class 22 contains 153698 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 9658 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26667 members 
Mstep: Class 29 contains 18882 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 17373 members 
Entering Unmasked Estep 
Score: -146444624.000000 Penalty: 110317.765625
Splitting cluster 6 changes total score from -146445856.000000 to -146444624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (451151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451151 members 
Entering Unmasked Estep 
Score: -39642112.000000 Penalty: 3228.850098
	Iteration 0F: 2 clusters Score -3.964211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225212 members 
Mstep: Class 2 contains 225939 members 
Entering Unmasked Estep 
Score: -39347700.000000 Penalty: 6457.700195
	Iteration 0F: 3 clusters Score -3.93477e+07 nChanged 220149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219873 members 
Mstep: Class 2 contains 231278 members 
Entering Unmasked Estep 
Score: -39480064.000000 Penalty: 6457.700195
	Iteration 1F: 3 clusters Score -3.948006e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216607 members 
Mstep: Class 2 contains 234544 members 
Entering Unmasked Estep 
Score: -39482324.000000 Penalty: 6457.700195
	Iteration 2Q: 3 clusters Score -3.948232e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211562 members 
Mstep: Class 2 contains 239589 members 
Entering Unmasked Estep 
Score: -39485572.000000 Penalty: 6457.700195
	Iteration 3Q: 3 clusters Score -3.948557e+07 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203744 members 
Mstep: Class 2 contains 247407 members 
Entering Unmasked Estep 
Score: -39490560.000000 Penalty: 6457.700195
	Iteration 4Q: 3 clusters Score -3.949056e+07 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 259196 members 
Entering Unmasked Estep 
Score: -39498224.000000 Penalty: 6457.700195
	Iteration 5Q: 3 clusters Score -3.949822e+07 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 276167 members 
Entering Unmasked Estep 
Score: -39510080.000000 Penalty: 6457.700195
	Iteration 6Q: 3 clusters Score -3.951008e+07 nChanged 25600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 299057 members 
Entering Unmasked Estep 
Score: -39527520.000000 Penalty: 6457.700195
	Iteration 7F: 3 clusters Score -3.952752e+07 nChanged 29564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 327341 members 
Entering Unmasked Estep 
Score: -39549712.000000 Penalty: 6457.700195
	Iteration 8F: 3 clusters Score -3.954971e+07 nChanged 31668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 358707 members 
Entering Unmasked Estep 
Score: -39573796.000000 Penalty: 6457.700195
	Iteration 9F: 3 clusters Score -3.95738e+07 nChanged 30325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 388984 members 
Entering Unmasked Estep 
Score: -39595864.000000 Penalty: 6457.700195
	Iteration 10F: 3 clusters Score -3.959586e+07 nChanged 24598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 413570 members 
Entering Unmasked Estep 
Score: -39613604.000000 Penalty: 6457.700195
	Iteration 11F: 3 clusters Score -3.96136e+07 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 430435 members 
Entering Unmasked Estep 
Score: -39625456.000000 Penalty: 6457.700195
	Iteration 12Q: 3 clusters Score -3.962546e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 440320 members 
Entering Unmasked Estep 
Score: -39632216.000000 Penalty: 6457.700195
	Iteration 13Q: 3 clusters Score -3.963222e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 445410 members 
Entering Unmasked Estep 
Score: -39635528.000000 Penalty: 6457.700195
	Iteration 14Q: 3 clusters Score -3.963553e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 447886 members 
Entering Unmasked Estep 
Score: -39637220.000000 Penalty: 6457.700195
	Iteration 15Q: 3 clusters Score -3.963722e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 449156 members 
Entering Unmasked Estep 
Score: -39638044.000000 Penalty: 6457.700195
	Iteration 16Q: 3 clusters Score -3.963804e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 449758 members 
Entering Unmasked Estep 
Score: -39638584.000000 Penalty: 6457.700195
	Iteration 17Q: 3 clusters Score -3.963858e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 450049 members 
Entering Unmasked Estep 
Score: -39638872.000000 Penalty: 6457.700195
	Iteration 18Q: 3 clusters Score -3.963887e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 450187 members 
Entering Unmasked Estep 
Score: -39639040.000000 Penalty: 6457.700195
	Iteration 19Q: 3 clusters Score -3.963904e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 450261 members 
Entering Unmasked Estep 
Score: -39639172.000000 Penalty: 6457.700195
	Iteration 20F: 3 clusters Score -3.963917e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 450317 members 
Entering Unmasked Estep 
Score: -39639284.000000 Penalty: 6457.700195
	Iteration 21Q: 3 clusters Score -3.963928e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 450346 members 
Entering Unmasked Estep 
Score: -39639300.000000 Penalty: 6457.700195
	Iteration 22Q: 3 clusters Score -3.96393e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 450366 members 
Entering Unmasked Estep 
Score: -39639348.000000 Penalty: 6457.700195
	Iteration 23Q: 3 clusters Score -3.963935e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 450383 members 
Entering Unmasked Estep 
Score: -39639380.000000 Penalty: 6457.700195
	Iteration 24Q: 3 clusters Score -3.963938e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 450390 members 
Entering Unmasked Estep 
Score: -39639448.000000 Penalty: 6457.700195
	Iteration 25Q: 3 clusters Score -3.963945e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 450394 members 
Entering Unmasked Estep 
Score: -39639488.000000 Penalty: 6457.700195
	Iteration 26Q: 3 clusters Score -3.963949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 450387 members 
Entering Unmasked Estep 
Score: -39639512.000000 Penalty: 6457.700195
	Iteration 27Q: 3 clusters Score -3.963951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 450377 members 
Entering Unmasked Estep 
Score: -39639544.000000 Penalty: 6457.700195
	Iteration 28Q: 3 clusters Score -3.963954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 450373 members 
Entering Unmasked Estep 
Score: -39639512.000000 Penalty: 6457.700195
	Iteration 29Q: 3 clusters Score -3.963951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 450366 members 
Entering Unmasked Estep 
Score: -39639556.000000 Penalty: 6457.700195
	Iteration 30Q: 3 clusters Score -3.963956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 450368 members 
Entering Unmasked Estep 
Score: -39639552.000000 Penalty: 6457.700195
	Iteration 31Q: 3 clusters Score -3.963955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 450367 members 
Entering Unmasked Estep 
Score: -39639556.000000 Penalty: 6457.700195
	Iteration 32Q: 3 clusters Score -3.963956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 450364 members 
Entering Unmasked Estep 
Score: -39639560.000000 Penalty: 6457.700195
	Iteration 33Q: 3 clusters Score -3.963956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 450367 members 
Entering Unmasked Estep 
Score: -39639544.000000 Penalty: 6457.700195
	Iteration 34Q: 3 clusters Score -3.963954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 450365 members 
Entering Unmasked Estep 
Score: -39639540.000000 Penalty: 6457.700195
	Iteration 35Q: 3 clusters Score -3.963954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 450363 members 
Entering Unmasked Estep 
Score: -39639544.000000 Penalty: 6457.700195
	Iteration 36Q: 3 clusters Score -3.963954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 450364 members 
Entering Unmasked Estep 
Score: -39639548.000000 Penalty: 6457.700195
	Iteration 37Q: 3 clusters Score -3.963955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 450362 members 
Entering Unmasked Estep 
Score: -39639552.000000 Penalty: 6457.700195
	Iteration 38Q: 3 clusters Score -3.963955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 450359 members 
Entering Unmasked Estep 
Score: -39639528.000000 Penalty: 6457.700195
	Iteration 39Q: 3 clusters Score -3.963953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 450361 members 
Entering Unmasked Estep 
Score: -39639556.000000 Penalty: 6457.700195
	Iteration 40F: 3 clusters Score -3.963956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 450362 members 
Entering Unmasked Estep 
Score: -39639560.000000 Penalty: 6457.700195
	Iteration 41Q: 3 clusters Score -3.963956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 450359 members 
Entering Unmasked Estep 
Score: -39639556.000000 Penalty: 6457.700195
	Iteration 42Q: 3 clusters Score -3.963956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 450355 members 
Entering Unmasked Estep 
Score: -39639580.000000 Penalty: 6457.700195
	Iteration 43Q: 3 clusters Score -3.963958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 450352 members 
Entering Unmasked Estep 
Score: -39639584.000000 Penalty: 6457.700195
	Iteration 44Q: 3 clusters Score -3.963958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 450351 members 
Entering Unmasked Estep 
Score: -39639568.000000 Penalty: 6457.700195
	Iteration 45Q: 3 clusters Score -3.963957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 450351 members 
Entering Unmasked Estep 
Score: -39639580.000000 Penalty: 6457.700195
	Iteration 46Q: 3 clusters Score -3.963958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 450348 members 
Entering Unmasked Estep 
Score: -39639560.000000 Penalty: 6457.700195
	Iteration 47Q: 3 clusters Score -3.963956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 450348 members 
Entering Unmasked Estep 
Score: -39639568.000000 Penalty: 6457.700195
	Iteration 48Q: 3 clusters Score -3.963957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 450347 members 
Entering Unmasked Estep 
Score: -39639588.000000 Penalty: 6457.700195
	Iteration 49Q: 3 clusters Score -3.963959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 450347 members 
Entering Unmasked Estep 
Score: -39639576.000000 Penalty: 6457.700195
	Iteration 50Q: 3 clusters Score -3.963958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 450347 members 
Entering Unmasked Estep 
Score: -39639576.000000 Penalty: 6457.700195
	Iteration 51Q: 3 clusters Score -3.963958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 450347 members 
Entering Unmasked Estep 
Score: -39639576.000000 Penalty: 6457.700195
	Iteration 52F: 3 clusters Score -3.963958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Entering Unmasked Estep 
Score: -6102910.000000 Penalty: 2758.900146
	Iteration 0F: 2 clusters Score -6102910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -6057307.000000 Penalty: 5517.800293
	Iteration 0F: 3 clusters Score -6057307 nChanged 31771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -6074940.500000 Penalty: 5517.800293
	Iteration 1F: 3 clusters Score -6074940 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -6075460.000000 Penalty: 5517.800293
	Iteration 2Q: 3 clusters Score -6075460 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6075931.000000 Penalty: 5517.800293
	Iteration 3Q: 3 clusters Score -6075931 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -6076384.000000 Penalty: 5517.800293
	Iteration 4Q: 3 clusters Score -6076384 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6076891.500000 Penalty: 5517.800293
	Iteration 5Q: 3 clusters Score -6076892 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -6077357.000000 Penalty: 5517.800293
	Iteration 6Q: 3 clusters Score -6077357 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -6077935.500000 Penalty: 5517.800293
	Iteration 7Q: 3 clusters Score -6077936 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6078633.000000 Penalty: 5517.800293
	Iteration 8Q: 3 clusters Score -6078633 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -6079637.000000 Penalty: 5517.800293
	Iteration 9Q: 3 clusters Score -6079637 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6080899.500000 Penalty: 5517.800293
	Iteration 10Q: 3 clusters Score -6080900 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6082664.000000 Penalty: 5517.800293
	Iteration 11Q: 3 clusters Score -6082664 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -6085094.500000 Penalty: 5517.800293
	Iteration 12F: 3 clusters Score -6085094 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -6087932.000000 Penalty: 5517.800293
	Iteration 13F: 3 clusters Score -6087932 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -6090546.000000 Penalty: 5517.800293
	Iteration 14F: 3 clusters Score -6090546 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -6092219.000000 Penalty: 5517.800293
	Iteration 15Q: 3 clusters Score -6092219 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -6093155.000000 Penalty: 5517.800293
	Iteration 16Q: 3 clusters Score -6093155 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -6093789.000000 Penalty: 5517.800293
	Iteration 17Q: 3 clusters Score -6093789 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -6094401.000000 Penalty: 5517.800293
	Iteration 18Q: 3 clusters Score -6094401 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -6095056.500000 Penalty: 5517.800293
	Iteration 19Q: 3 clusters Score -6095056 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -6095648.000000 Penalty: 5517.800293
	Iteration 20F: 3 clusters Score -6095648 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -6096340.000000 Penalty: 5517.800293
	Iteration 21Q: 3 clusters Score -6096340 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6096946.500000 Penalty: 5517.800293
	Iteration 22Q: 3 clusters Score -6096946 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -6097563.000000 Penalty: 5517.800293
	Iteration 23Q: 3 clusters Score -6097563 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -6098183.000000 Penalty: 5517.800293
	Iteration 24Q: 3 clusters Score -6098183 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6098740.000000 Penalty: 5517.800293
	Iteration 25Q: 3 clusters Score -6098740 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -6099261.000000 Penalty: 5517.800293
	Iteration 26Q: 3 clusters Score -6099261 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6099679.000000 Penalty: 5517.800293
	Iteration 27Q: 3 clusters Score -6099679 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6099962.500000 Penalty: 5517.800293
	Iteration 28Q: 3 clusters Score -6099962 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6100259.000000 Penalty: 5517.800293
	Iteration 29Q: 3 clusters Score -6100259 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6100486.500000 Penalty: 5517.800293
	Iteration 30Q: 3 clusters Score -6100486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6100629.500000 Penalty: 5517.800293
	Iteration 31Q: 3 clusters Score -6100630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6100792.000000 Penalty: 5517.800293
	Iteration 32Q: 3 clusters Score -6100792 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6100936.500000 Penalty: 5517.800293
	Iteration 33Q: 3 clusters Score -6100936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6101063.000000 Penalty: 5517.800293
	Iteration 34Q: 3 clusters Score -6101063 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6101163.500000 Penalty: 5517.800293
	Iteration 35Q: 3 clusters Score -6101164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6101231.500000 Penalty: 5517.800293
	Iteration 36Q: 3 clusters Score -6101232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6101286.000000 Penalty: 5517.800293
	Iteration 37Q: 3 clusters Score -6101286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6101284.500000 Penalty: 5517.800293
	Iteration 38Q: 3 clusters Score -6101284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6101311.000000 Penalty: 5517.800293
	Iteration 39Q: 3 clusters Score -6101311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6101322.500000 Penalty: 5517.800293
	Iteration 40F: 3 clusters Score -6101322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6101336.000000 Penalty: 5517.800293
	Iteration 41Q: 3 clusters Score -6101336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6101343.000000 Penalty: 5517.800293
	Iteration 42Q: 3 clusters Score -6101343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6101351.000000 Penalty: 5517.800293
	Iteration 43Q: 3 clusters Score -6101351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6101347.000000 Penalty: 5517.800293
	Iteration 44Q: 3 clusters Score -6101347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6101352.000000 Penalty: 5517.800293
	Iteration 45Q: 3 clusters Score -6101352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6101348.000000 Penalty: 5517.800293
	Iteration 46Q: 3 clusters Score -6101348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6101344.000000 Penalty: 5517.800293
	Iteration 47Q: 3 clusters Score -6101344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6101345.500000 Penalty: 5517.800293
	Iteration 48Q: 3 clusters Score -6101346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6101345.500000 Penalty: 5517.800293
	Iteration 49Q: 3 clusters Score -6101346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6101348.000000 Penalty: 5517.800293
	Iteration 50Q: 3 clusters Score -6101348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6101356.000000 Penalty: 5517.800293
	Iteration 51Q: 3 clusters Score -6101356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6101359.500000 Penalty: 5517.800293
	Iteration 52Q: 3 clusters Score -6101360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6101365.500000 Penalty: 5517.800293
	Iteration 53Q: 3 clusters Score -6101366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6101364.000000 Penalty: 5517.800293
	Iteration 54Q: 3 clusters Score -6101364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6101364.000000 Penalty: 5517.800293
	Iteration 55Q: 3 clusters Score -6101364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6101374.000000 Penalty: 5517.800293
	Iteration 56Q: 3 clusters Score -6101374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6101379.000000 Penalty: 5517.800293
	Iteration 57Q: 3 clusters Score -6101379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6101379.000000 Penalty: 5517.800293
	Iteration 58F: 3 clusters Score -6101379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Entering Unmasked Estep 
Score: -3977338.250000 Penalty: 2654.069824
	Iteration 0F: 2 clusters Score -3977338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -3947218.750000 Penalty: 5308.139648
	Iteration 0F: 3 clusters Score -3947219 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3958629.000000 Penalty: 5308.139648
	Iteration 1F: 3 clusters Score -3958629 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3959296.250000 Penalty: 5308.139648
	Iteration 2Q: 3 clusters Score -3959296 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3959982.500000 Penalty: 5308.139648
	Iteration 3Q: 3 clusters Score -3959982 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3960661.750000 Penalty: 5308.139648
	Iteration 4Q: 3 clusters Score -3960662 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3961359.250000 Penalty: 5308.139648
	Iteration 5Q: 3 clusters Score -3961359 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3962150.750000 Penalty: 5308.139648
	Iteration 6Q: 3 clusters Score -3962151 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3962991.250000 Penalty: 5308.139648
	Iteration 7Q: 3 clusters Score -3962991 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3963996.750000 Penalty: 5308.139648
	Iteration 8Q: 3 clusters Score -3963997 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3965183.000000 Penalty: 5308.139648
	Iteration 9Q: 3 clusters Score -3965183 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3966383.000000 Penalty: 5308.139648
	Iteration 10Q: 3 clusters Score -3966383 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3967578.000000 Penalty: 5308.139648
	Iteration 11Q: 3 clusters Score -3967578 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3968631.000000 Penalty: 5308.139648
	Iteration 12Q: 3 clusters Score -3968631 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3969484.000000 Penalty: 5308.139648
	Iteration 13Q: 3 clusters Score -3969484 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3970145.250000 Penalty: 5308.139648
	Iteration 14Q: 3 clusters Score -3970145 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3970722.250000 Penalty: 5308.139648
	Iteration 15Q: 3 clusters Score -3970722 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3971194.500000 Penalty: 5308.139648
	Iteration 16Q: 3 clusters Score -3971194 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3971637.500000 Penalty: 5308.139648
	Iteration 17Q: 3 clusters Score -3971638 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3972054.250000 Penalty: 5308.139648
	Iteration 18Q: 3 clusters Score -3972054 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3972388.000000 Penalty: 5308.139648
	Iteration 19Q: 3 clusters Score -3972388 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3972660.750000 Penalty: 5308.139648
	Iteration 20F: 3 clusters Score -3972661 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3972874.000000 Penalty: 5308.139648
	Iteration 21Q: 3 clusters Score -3972874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3973033.250000 Penalty: 5308.139648
	Iteration 22Q: 3 clusters Score -3973033 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3973188.000000 Penalty: 5308.139648
	Iteration 23Q: 3 clusters Score -3973188 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3973350.250000 Penalty: 5308.139648
	Iteration 24Q: 3 clusters Score -3973350 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3973491.000000 Penalty: 5308.139648
	Iteration 25Q: 3 clusters Score -3973491 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3973647.500000 Penalty: 5308.139648
	Iteration 26Q: 3 clusters Score -3973648 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3973823.000000 Penalty: 5308.139648
	Iteration 27Q: 3 clusters Score -3973823 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3973996.500000 Penalty: 5308.139648
	Iteration 28Q: 3 clusters Score -3973996 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3974149.000000 Penalty: 5308.139648
	Iteration 29Q: 3 clusters Score -3974149 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3974339.250000 Penalty: 5308.139648
	Iteration 30Q: 3 clusters Score -3974339 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3974538.000000 Penalty: 5308.139648
	Iteration 31Q: 3 clusters Score -3974538 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3974685.500000 Penalty: 5308.139648
	Iteration 32Q: 3 clusters Score -3974686 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3974866.750000 Penalty: 5308.139648
	Iteration 33Q: 3 clusters Score -3974867 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3975018.000000 Penalty: 5308.139648
	Iteration 34Q: 3 clusters Score -3975018 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3975172.500000 Penalty: 5308.139648
	Iteration 35Q: 3 clusters Score -3975172 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3975293.500000 Penalty: 5308.139648
	Iteration 36Q: 3 clusters Score -3975294 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3975383.750000 Penalty: 5308.139648
	Iteration 37Q: 3 clusters Score -3975384 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3975473.500000 Penalty: 5308.139648
	Iteration 38Q: 3 clusters Score -3975474 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3975551.000000 Penalty: 5308.139648
	Iteration 39Q: 3 clusters Score -3975551 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3976092.500000 Penalty: 5308.139648
	Iteration 40F: 3 clusters Score -3976092 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3976582.500000 Penalty: 5308.139648
	Iteration 41Q: 3 clusters Score -3976582 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3976846.500000 Penalty: 5308.139648
	Iteration 42Q: 3 clusters Score -3976846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3977032.250000 Penalty: 5308.139648
	Iteration 43Q: 3 clusters Score -3977032 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3977171.750000 Penalty: 5308.139648
	Iteration 44Q: 3 clusters Score -3977172 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3977264.250000 Penalty: 5308.139648
	Iteration 45Q: 3 clusters Score -3977264 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3977374.750000 Penalty: 5308.139648
	Iteration 46Q: 3 clusters Score -3977375 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3977439.750000 Penalty: 5308.139648
	Iteration 47Q: 3 clusters Score -3977440 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3977520.000000 Penalty: 5308.139648
	Iteration 48Q: 3 clusters Score -3977520 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3977547.000000 Penalty: 5308.139648
	Iteration 49Q: 3 clusters Score -3977547 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3977571.250000 Penalty: 5308.139648
	Iteration 50Q: 3 clusters Score -3977571 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3977575.750000 Penalty: 5308.139648
	Iteration 51Q: 3 clusters Score -3977576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3977600.000000 Penalty: 5308.139648
	Iteration 52Q: 3 clusters Score -3977600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3977606.750000 Penalty: 5308.139648
	Iteration 53Q: 3 clusters Score -3977607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3977623.250000 Penalty: 5308.139648
	Iteration 54Q: 3 clusters Score -3977623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3977627.500000 Penalty: 5308.139648
	Iteration 55Q: 3 clusters Score -3977628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3977626.250000 Penalty: 5308.139648
	Iteration 56Q: 3 clusters Score -3977626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3977634.000000 Penalty: 5308.139648
	Iteration 57Q: 3 clusters Score -3977634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3977636.750000 Penalty: 5308.139648
	Iteration 58Q: 3 clusters Score -3977637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3977642.250000 Penalty: 5308.139648
	Iteration 59Q: 3 clusters Score -3977642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3977647.500000 Penalty: 5308.139648
	Iteration 60F: 3 clusters Score -3977648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3977650.500000 Penalty: 5308.139648
	Iteration 61Q: 3 clusters Score -3977650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3977659.750000 Penalty: 5308.139648
	Iteration 62Q: 3 clusters Score -3977660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3977651.000000 Penalty: 5308.139648
	Iteration 63Q: 3 clusters Score -3977651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3977654.000000 Penalty: 5308.139648
	Iteration 64Q: 3 clusters Score -3977654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3977667.000000 Penalty: 5308.139648
	Iteration 65Q: 3 clusters Score -3977667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3977664.500000 Penalty: 5308.139648
	Iteration 66Q: 3 clusters Score -3977664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3977659.750000 Penalty: 5308.139648
	Iteration 67Q: 3 clusters Score -3977660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3977659.250000 Penalty: 5308.139648
	Iteration 68Q: 3 clusters Score -3977659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3977653.250000 Penalty: 5308.139648
	Iteration 69Q: 3 clusters Score -3977653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3977646.500000 Penalty: 5308.139648
	Iteration 70Q: 3 clusters Score -3977646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3977647.250000 Penalty: 5308.139648
	Iteration 71Q: 3 clusters Score -3977647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3977648.000000 Penalty: 5308.139648
	Iteration 72Q: 3 clusters Score -3977648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3977648.500000 Penalty: 5308.139648
	Iteration 73Q: 3 clusters Score -3977648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3977645.500000 Penalty: 5308.139648
	Iteration 74Q: 3 clusters Score -3977646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3977645.000000 Penalty: 5308.139648
	Iteration 75Q: 3 clusters Score -3977645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3977642.750000 Penalty: 5308.139648
	Iteration 76Q: 3 clusters Score -3977643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3977641.500000 Penalty: 5308.139648
	Iteration 77Q: 3 clusters Score -3977642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3977645.750000 Penalty: 5308.139648
	Iteration 78Q: 3 clusters Score -3977646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3977646.750000 Penalty: 5308.139648
	Iteration 79Q: 3 clusters Score -3977647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3977646.000000 Penalty: 5308.139648
	Iteration 80F: 3 clusters Score -3977646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3977645.250000 Penalty: 5308.139648
	Iteration 81Q: 3 clusters Score -3977645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3977649.000000 Penalty: 5308.139648
	Iteration 82Q: 3 clusters Score -3977649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3977650.500000 Penalty: 5308.139648
	Iteration 83Q: 3 clusters Score -3977650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3977648.500000 Penalty: 5308.139648
	Iteration 84Q: 3 clusters Score -3977648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3977644.250000 Penalty: 5308.139648
	Iteration 85Q: 3 clusters Score -3977644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3977644.000000 Penalty: 5308.139648
	Iteration 86Q: 3 clusters Score -3977644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3977641.750000 Penalty: 5308.139648
	Iteration 87Q: 3 clusters Score -3977642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3977644.500000 Penalty: 5308.139648
	Iteration 88Q: 3 clusters Score -3977644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3977642.750000 Penalty: 5308.139648
	Iteration 89Q: 3 clusters Score -3977643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3977648.000000 Penalty: 5308.139648
	Iteration 90Q: 3 clusters Score -3977648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3977649.500000 Penalty: 5308.139648
	Iteration 91Q: 3 clusters Score -3977650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3977647.250000 Penalty: 5308.139648
	Iteration 92Q: 3 clusters Score -3977647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3977641.500000 Penalty: 5308.139648
	Iteration 93Q: 3 clusters Score -3977642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3977648.750000 Penalty: 5308.139648
	Iteration 94Q: 3 clusters Score -3977649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3977648.750000 Penalty: 5308.139648
	Iteration 95F: 3 clusters Score -3977649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38225 members 
Mstep: Class 3 contains 206394 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 108381 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 451151 members 
Mstep: Class 8 contains 67819 members 
Mstep: Class 9 contains 29294 members 
Mstep: Class 10 contains 24188 members 
Mstep: Class 11 contains 127058 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 34097 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 209769 members 
Mstep: Class 22 contains 153698 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 9658 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26667 members 
Mstep: Class 29 contains 18882 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15146 members 
Entering Unmasked Estep 
Score: -146446176.000000 Penalty: 110317.765625
Splitting cluster 9 changes total score from -146445856.000000 to -146446176.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (24188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Entering Unmasked Estep 
Score: -2184582.250000 Penalty: 2503.215820
	Iteration 0F: 2 clusters Score -2184582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2167722.500000 Penalty: 5006.431641
	Iteration 0F: 3 clusters Score -2167722 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2173489.500000 Penalty: 5006.431641
	Iteration 1F: 3 clusters Score -2173490 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2173980.250000 Penalty: 5006.431641
	Iteration 2F: 3 clusters Score -2173980 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2174378.750000 Penalty: 5006.431641
	Iteration 3Q: 3 clusters Score -2174379 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2174779.250000 Penalty: 5006.431641
	Iteration 4Q: 3 clusters Score -2174779 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2175216.500000 Penalty: 5006.431641
	Iteration 5Q: 3 clusters Score -2175216 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2175750.750000 Penalty: 5006.431641
	Iteration 6Q: 3 clusters Score -2175751 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2176342.000000 Penalty: 5006.431641
	Iteration 7Q: 3 clusters Score -2176342 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2177044.750000 Penalty: 5006.431641
	Iteration 8F: 3 clusters Score -2177045 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2177943.250000 Penalty: 5006.431641
	Iteration 9F: 3 clusters Score -2177943 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2179056.000000 Penalty: 5006.431641
	Iteration 10F: 3 clusters Score -2179056 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2180045.500000 Penalty: 5006.431641
	Iteration 11F: 3 clusters Score -2180046 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2180787.250000 Penalty: 5006.431641
	Iteration 12Q: 3 clusters Score -2180787 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2181343.750000 Penalty: 5006.431641
	Iteration 13Q: 3 clusters Score -2181344 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2181808.500000 Penalty: 5006.431641
	Iteration 14Q: 3 clusters Score -2181808 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2182163.750000 Penalty: 5006.431641
	Iteration 15Q: 3 clusters Score -2182164 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2182416.750000 Penalty: 5006.431641
	Iteration 16Q: 3 clusters Score -2182417 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2182562.000000 Penalty: 5006.431641
	Iteration 17Q: 3 clusters Score -2182562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2182624.000000 Penalty: 5006.431641
	Iteration 18Q: 3 clusters Score -2182624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2182675.750000 Penalty: 5006.431641
	Iteration 19Q: 3 clusters Score -2182676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2182723.000000 Penalty: 5006.431641
	Iteration 20F: 3 clusters Score -2182723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2182754.500000 Penalty: 5006.431641
	Iteration 21Q: 3 clusters Score -2182754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2182774.750000 Penalty: 5006.431641
	Iteration 22Q: 3 clusters Score -2182775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2182784.000000 Penalty: 5006.431641
	Iteration 23Q: 3 clusters Score -2182784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2182801.250000 Penalty: 5006.431641
	Iteration 24Q: 3 clusters Score -2182801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2182816.750000 Penalty: 5006.431641
	Iteration 25Q: 3 clusters Score -2182817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2182824.500000 Penalty: 5006.431641
	Iteration 26Q: 3 clusters Score -2182824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2182832.500000 Penalty: 5006.431641
	Iteration 27Q: 3 clusters Score -2182832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2182837.000000 Penalty: 5006.431641
	Iteration 28Q: 3 clusters Score -2182837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2182845.000000 Penalty: 5006.431641
	Iteration 29Q: 3 clusters Score -2182845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2182850.500000 Penalty: 5006.431641
	Iteration 30Q: 3 clusters Score -2182850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2182853.750000 Penalty: 5006.431641
	Iteration 31Q: 3 clusters Score -2182854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2182856.250000 Penalty: 5006.431641
	Iteration 32Q: 3 clusters Score -2182856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2182862.000000 Penalty: 5006.431641
	Iteration 33Q: 3 clusters Score -2182862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2182866.000000 Penalty: 5006.431641
	Iteration 34Q: 3 clusters Score -2182866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2182874.000000 Penalty: 5006.431641
	Iteration 35Q: 3 clusters Score -2182874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2182888.000000 Penalty: 5006.431641
	Iteration 36Q: 3 clusters Score -2182888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2182901.750000 Penalty: 5006.431641
	Iteration 37Q: 3 clusters Score -2182902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2182908.750000 Penalty: 5006.431641
	Iteration 38Q: 3 clusters Score -2182909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2182924.250000 Penalty: 5006.431641
	Iteration 39Q: 3 clusters Score -2182924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2182950.500000 Penalty: 5006.431641
	Iteration 40F: 3 clusters Score -2182950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2182974.000000 Penalty: 5006.431641
	Iteration 41Q: 3 clusters Score -2182974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2183003.500000 Penalty: 5006.431641
	Iteration 42Q: 3 clusters Score -2183004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2183026.250000 Penalty: 5006.431641
	Iteration 43Q: 3 clusters Score -2183026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2183038.500000 Penalty: 5006.431641
	Iteration 44Q: 3 clusters Score -2183038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2183052.000000 Penalty: 5006.431641
	Iteration 45Q: 3 clusters Score -2183052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2183064.750000 Penalty: 5006.431641
	Iteration 46Q: 3 clusters Score -2183065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2183068.500000 Penalty: 5006.431641
	Iteration 47Q: 3 clusters Score -2183068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2183072.500000 Penalty: 5006.431641
	Iteration 48Q: 3 clusters Score -2183072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2183075.500000 Penalty: 5006.431641
	Iteration 49Q: 3 clusters Score -2183076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2183081.500000 Penalty: 5006.431641
	Iteration 50Q: 3 clusters Score -2183082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2183079.500000 Penalty: 5006.431641
	Iteration 51Q: 3 clusters Score -2183080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2183079.500000 Penalty: 5006.431641
	Iteration 52F: 3 clusters Score -2183080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (127058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Entering Unmasked Estep 
Score: -11591227.000000 Penalty: 2914.594727
	Iteration 0F: 2 clusters Score -1.159123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -11506327.000000 Penalty: 5829.189453
	Iteration 0F: 3 clusters Score -1.150633e+07 nChanged 60328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -11540920.000000 Penalty: 5829.189453
	Iteration 1F: 3 clusters Score -1.154092e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -11542121.000000 Penalty: 5829.189453
	Iteration 2Q: 3 clusters Score -1.154212e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -11544022.000000 Penalty: 5829.189453
	Iteration 3Q: 3 clusters Score -1.154402e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -11547020.000000 Penalty: 5829.189453
	Iteration 4F: 3 clusters Score -1.154702e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -11552021.000000 Penalty: 5829.189453
	Iteration 5F: 3 clusters Score -1.155202e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 92062 members 
Entering Unmasked Estep 
Score: -11559265.000000 Penalty: 5829.189453
	Iteration 6F: 3 clusters Score -1.155926e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -11567639.000000 Penalty: 5829.189453
	Iteration 7F: 3 clusters Score -1.156764e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -11575028.000000 Penalty: 5829.189453
	Iteration 8F: 3 clusters Score -1.157503e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -11580415.000000 Penalty: 5829.189453
	Iteration 9F: 3 clusters Score -1.158042e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -11584028.000000 Penalty: 5829.189453
	Iteration 10Q: 3 clusters Score -1.158403e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 122580 members 
Entering Unmasked Estep 
Score: -11586262.000000 Penalty: 5829.189453
	Iteration 11Q: 3 clusters Score -1.158626e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -11587453.000000 Penalty: 5829.189453
	Iteration 12Q: 3 clusters Score -1.158745e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 124489 members 
Entering Unmasked Estep 
Score: -11588146.000000 Penalty: 5829.189453
	Iteration 13Q: 3 clusters Score -1.158815e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -11588481.000000 Penalty: 5829.189453
	Iteration 14Q: 3 clusters Score -1.158848e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -11588716.000000 Penalty: 5829.189453
	Iteration 15Q: 3 clusters Score -1.158872e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -11588877.000000 Penalty: 5829.189453
	Iteration 16Q: 3 clusters Score -1.158888e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -11588921.000000 Penalty: 5829.189453
	Iteration 17Q: 3 clusters Score -1.158892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 125055 members 
Entering Unmasked Estep 
Score: -11588936.000000 Penalty: 5829.189453
	Iteration 18Q: 3 clusters Score -1.158894e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -11588966.000000 Penalty: 5829.189453
	Iteration 19Q: 3 clusters Score -1.158897e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -11588978.000000 Penalty: 5829.189453
	Iteration 20F: 3 clusters Score -1.158898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 125116 members 
Entering Unmasked Estep 
Score: -11588991.000000 Penalty: 5829.189453
	Iteration 21Q: 3 clusters Score -1.158899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -11589023.000000 Penalty: 5829.189453
	Iteration 22Q: 3 clusters Score -1.158902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -11589016.000000 Penalty: 5829.189453
	Iteration 23Q: 3 clusters Score -1.158902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 125181 members 
Entering Unmasked Estep 
Score: -11589057.000000 Penalty: 5829.189453
	Iteration 24Q: 3 clusters Score -1.158906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -11589051.000000 Penalty: 5829.189453
	Iteration 25Q: 3 clusters Score -1.158905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -11589057.000000 Penalty: 5829.189453
	Iteration 26Q: 3 clusters Score -1.158906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -11589058.000000 Penalty: 5829.189453
	Iteration 27Q: 3 clusters Score -1.158906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -11589079.000000 Penalty: 5829.189453
	Iteration 28Q: 3 clusters Score -1.158908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -11589079.000000 Penalty: 5829.189453
	Iteration 29Q: 3 clusters Score -1.158908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -11589070.000000 Penalty: 5829.189453
	Iteration 30Q: 3 clusters Score -1.158907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -11589068.000000 Penalty: 5829.189453
	Iteration 31Q: 3 clusters Score -1.158907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -11589075.000000 Penalty: 5829.189453
	Iteration 32Q: 3 clusters Score -1.158908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -11589076.000000 Penalty: 5829.189453
	Iteration 33Q: 3 clusters Score -1.158908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -11589089.000000 Penalty: 5829.189453
	Iteration 34Q: 3 clusters Score -1.158909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -11589087.000000 Penalty: 5829.189453
	Iteration 35Q: 3 clusters Score -1.158909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -11589089.000000 Penalty: 5829.189453
	Iteration 36Q: 3 clusters Score -1.158909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -11589095.000000 Penalty: 5829.189453
	Iteration 37Q: 3 clusters Score -1.15891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -11589099.000000 Penalty: 5829.189453
	Iteration 38Q: 3 clusters Score -1.15891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -11589100.000000 Penalty: 5829.189453
	Iteration 39Q: 3 clusters Score -1.15891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -11589100.000000 Penalty: 5829.189453
	Iteration 40F: 3 clusters Score -1.15891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -11589098.000000 Penalty: 5829.189453
	Iteration 41Q: 3 clusters Score -1.15891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -11589087.000000 Penalty: 5829.189453
	Iteration 42Q: 3 clusters Score -1.158909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -11589081.000000 Penalty: 5829.189453
	Iteration 43Q: 3 clusters Score -1.158908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -11589082.000000 Penalty: 5829.189453
	Iteration 44Q: 3 clusters Score -1.158908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -11589084.000000 Penalty: 5829.189453
	Iteration 45Q: 3 clusters Score -1.158908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 125315 members 
Entering Unmasked Estep 
Score: -11589085.000000 Penalty: 5829.189453
	Iteration 46Q: 3 clusters Score -1.158908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -11589096.000000 Penalty: 5829.189453
	Iteration 47Q: 3 clusters Score -1.15891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -11589096.000000 Penalty: 5829.189453
	Iteration 48Q: 3 clusters Score -1.15891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -11589093.000000 Penalty: 5829.189453
	Iteration 49Q: 3 clusters Score -1.158909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -11589093.000000 Penalty: 5829.189453
	Iteration 50Q: 3 clusters Score -1.158909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -11589093.000000 Penalty: 5829.189453
	Iteration 51Q: 3 clusters Score -1.158909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -11589098.000000 Penalty: 5829.189453
	Iteration 52Q: 3 clusters Score -1.15891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -11589108.000000 Penalty: 5829.189453
	Iteration 53Q: 3 clusters Score -1.158911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -11589103.000000 Penalty: 5829.189453
	Iteration 54Q: 3 clusters Score -1.15891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 125314 members 
Entering Unmasked Estep 
Score: -11589091.000000 Penalty: 5829.189453
	Iteration 55Q: 3 clusters Score -1.158909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 125314 members 
Entering Unmasked Estep 
Score: -11589097.000000 Penalty: 5829.189453
	Iteration 56Q: 3 clusters Score -1.15891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 125310 members 
Entering Unmasked Estep 
Score: -11589095.000000 Penalty: 5829.189453
	Iteration 57Q: 3 clusters Score -1.15891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -11589095.000000 Penalty: 5829.189453
	Iteration 58Q: 3 clusters Score -1.15891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -11589085.000000 Penalty: 5829.189453
	Iteration 59Q: 3 clusters Score -1.158908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -11589085.000000 Penalty: 5829.189453
	Iteration 60F: 3 clusters Score -1.158908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Entering Unmasked Estep 
Score: -1322145.500000 Penalty: 2391.487793
	Iteration 0F: 2 clusters Score -1322146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1311057.250000 Penalty: 4782.975586
	Iteration 0F: 3 clusters Score -1311057 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1314594.500000 Penalty: 4782.975586
	Iteration 1F: 3 clusters Score -1314594 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1314931.000000 Penalty: 4782.975586
	Iteration 2F: 3 clusters Score -1314931 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1315174.625000 Penalty: 4782.975586
	Iteration 3Q: 3 clusters Score -1315175 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1315395.500000 Penalty: 4782.975586
	Iteration 4Q: 3 clusters Score -1315396 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1315604.125000 Penalty: 4782.975586
	Iteration 5Q: 3 clusters Score -1315604 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1315856.125000 Penalty: 4782.975586
	Iteration 6Q: 3 clusters Score -1315856 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1316148.500000 Penalty: 4782.975586
	Iteration 7Q: 3 clusters Score -1316148 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1316491.750000 Penalty: 4782.975586
	Iteration 8Q: 3 clusters Score -1316492 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1316896.000000 Penalty: 4782.975586
	Iteration 9Q: 3 clusters Score -1316896 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1317378.875000 Penalty: 4782.975586
	Iteration 10Q: 3 clusters Score -1317379 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1317923.125000 Penalty: 4782.975586
	Iteration 11Q: 3 clusters Score -1317923 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1318570.125000 Penalty: 4782.975586
	Iteration 12Q: 3 clusters Score -1318570 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1319128.125000 Penalty: 4782.975586
	Iteration 13Q: 3 clusters Score -1319128 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1319567.250000 Penalty: 4782.975586
	Iteration 14Q: 3 clusters Score -1319567 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1319899.000000 Penalty: 4782.975586
	Iteration 15Q: 3 clusters Score -1319899 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1320187.750000 Penalty: 4782.975586
	Iteration 16Q: 3 clusters Score -1320188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1320358.125000 Penalty: 4782.975586
	Iteration 17Q: 3 clusters Score -1320358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1320438.125000 Penalty: 4782.975586
	Iteration 18Q: 3 clusters Score -1320438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1320475.750000 Penalty: 4782.975586
	Iteration 19Q: 3 clusters Score -1320476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1320508.000000 Penalty: 4782.975586
	Iteration 20F: 3 clusters Score -1320508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1320528.750000 Penalty: 4782.975586
	Iteration 21Q: 3 clusters Score -1320529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1320553.500000 Penalty: 4782.975586
	Iteration 22Q: 3 clusters Score -1320554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1320581.875000 Penalty: 4782.975586
	Iteration 23Q: 3 clusters Score -1320582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1320601.750000 Penalty: 4782.975586
	Iteration 24Q: 3 clusters Score -1320602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1320623.375000 Penalty: 4782.975586
	Iteration 25Q: 3 clusters Score -1320623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1320633.750000 Penalty: 4782.975586
	Iteration 26Q: 3 clusters Score -1320634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1320641.750000 Penalty: 4782.975586
	Iteration 27Q: 3 clusters Score -1320642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1320649.000000 Penalty: 4782.975586
	Iteration 28Q: 3 clusters Score -1320649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1320655.750000 Penalty: 4782.975586
	Iteration 29Q: 3 clusters Score -1320656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1320660.250000 Penalty: 4782.975586
	Iteration 30Q: 3 clusters Score -1320660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1320663.375000 Penalty: 4782.975586
	Iteration 31Q: 3 clusters Score -1320663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1320663.250000 Penalty: 4782.975586
	Iteration 32Q: 3 clusters Score -1320663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1320664.125000 Penalty: 4782.975586
	Iteration 33Q: 3 clusters Score -1320664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1320663.250000 Penalty: 4782.975586
	Iteration 34Q: 3 clusters Score -1320663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1320665.250000 Penalty: 4782.975586
	Iteration 35Q: 3 clusters Score -1320665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1320665.625000 Penalty: 4782.975586
	Iteration 36Q: 3 clusters Score -1320666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1320666.375000 Penalty: 4782.975586
	Iteration 37Q: 3 clusters Score -1320666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1320664.875000 Penalty: 4782.975586
	Iteration 38Q: 3 clusters Score -1320665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1320667.750000 Penalty: 4782.975586
	Iteration 39Q: 3 clusters Score -1320668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1320668.250000 Penalty: 4782.975586
	Iteration 40F: 3 clusters Score -1320668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -397194.625000 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -397194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -392882.593750 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -392882.6 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -393839.250000 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -393839.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -394044.312500 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -394044.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -394158.000000 Penalty: 4186.930176
	Iteration 3Q: 3 clusters Score -394158 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -394233.093750 Penalty: 4186.930176
	Iteration 4Q: 3 clusters Score -394233.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -394298.218750 Penalty: 4186.930176
	Iteration 5Q: 3 clusters Score -394298.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -394354.062500 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -394354.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -394397.343750 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -394397.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -394435.250000 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -394435.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -394467.718750 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -394467.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -394501.468750 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -394501.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -394531.562500 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -394531.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -394564.937500 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -394564.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -394593.593750 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -394593.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -394628.625000 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -394628.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -394671.687500 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -394671.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394710.562500 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -394710.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -394752.125000 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -394752.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -394806.218750 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -394806.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -394871.343750 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -394871.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -394932.062500 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -394932.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -395006.968750 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -395007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -395071.781250 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -395071.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -395133.593750 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -395133.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -395199.437500 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -395199.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -395298.375000 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -395298.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -395375.906250 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -395375.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -395424.812500 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -395424.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -395470.593750 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -395470.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -395498.250000 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -395498.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -395526.062500 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -395526.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -395549.562500 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -395549.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -395565.406250 Penalty: 4186.930176
	Iteration 32Q: 3 clusters Score -395565.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -395577.375000 Penalty: 4186.930176
	Iteration 33Q: 3 clusters Score -395577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -395586.531250 Penalty: 4186.930176
	Iteration 34Q: 3 clusters Score -395586.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -395597.843750 Penalty: 4186.930176
	Iteration 35Q: 3 clusters Score -395597.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -395612.593750 Penalty: 4186.930176
	Iteration 36Q: 3 clusters Score -395612.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -395627.531250 Penalty: 4186.930176
	Iteration 37Q: 3 clusters Score -395627.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -395638.468750 Penalty: 4186.930176
	Iteration 38Q: 3 clusters Score -395638.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -395644.218750 Penalty: 4186.930176
	Iteration 39Q: 3 clusters Score -395644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -395650.375000 Penalty: 4186.930176
	Iteration 40F: 3 clusters Score -395650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -395657.625000 Penalty: 4186.930176
	Iteration 41Q: 3 clusters Score -395657.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -395664.000000 Penalty: 4186.930176
	Iteration 42Q: 3 clusters Score -395664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -395668.093750 Penalty: 4186.930176
	Iteration 43Q: 3 clusters Score -395668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -395669.968750 Penalty: 4186.930176
	Iteration 44Q: 3 clusters Score -395670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -395674.375000 Penalty: 4186.930176
	Iteration 45Q: 3 clusters Score -395674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395676.218750 Penalty: 4186.930176
	Iteration 46Q: 3 clusters Score -395676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -395676.968750 Penalty: 4186.930176
	Iteration 47Q: 3 clusters Score -395677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -395678.843750 Penalty: 4186.930176
	Iteration 48Q: 3 clusters Score -395678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -395679.312500 Penalty: 4186.930176
	Iteration 49Q: 3 clusters Score -395679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -395681.093750 Penalty: 4186.930176
	Iteration 50Q: 3 clusters Score -395681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -395682.375000 Penalty: 4186.930176
	Iteration 51Q: 3 clusters Score -395682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395684.937500 Penalty: 4186.930176
	Iteration 52Q: 3 clusters Score -395684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395689.250000 Penalty: 4186.930176
	Iteration 53Q: 3 clusters Score -395689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395691.468750 Penalty: 4186.930176
	Iteration 54Q: 3 clusters Score -395691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395695.781250 Penalty: 4186.930176
	Iteration 55Q: 3 clusters Score -395695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395697.562500 Penalty: 4186.930176
	Iteration 56Q: 3 clusters Score -395697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -395700.875000 Penalty: 4186.930176
	Iteration 57Q: 3 clusters Score -395700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395703.343750 Penalty: 4186.930176
	Iteration 58Q: 3 clusters Score -395703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395706.718750 Penalty: 4186.930176
	Iteration 59Q: 3 clusters Score -395706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -395707.468750 Penalty: 4186.930176
	Iteration 60F: 3 clusters Score -395707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -395710.843750 Penalty: 4186.930176
	Iteration 61Q: 3 clusters Score -395710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -395711.531250 Penalty: 4186.930176
	Iteration 62Q: 3 clusters Score -395711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -395712.531250 Penalty: 4186.930176
	Iteration 63Q: 3 clusters Score -395712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -395714.156250 Penalty: 4186.930176
	Iteration 64Q: 3 clusters Score -395714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -395716.375000 Penalty: 4186.930176
	Iteration 65Q: 3 clusters Score -395716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -395718.781250 Penalty: 4186.930176
	Iteration 66Q: 3 clusters Score -395718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -395722.968750 Penalty: 4186.930176
	Iteration 67Q: 3 clusters Score -395723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -395724.250000 Penalty: 4186.930176
	Iteration 68Q: 3 clusters Score -395724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -395726.250000 Penalty: 4186.930176
	Iteration 69Q: 3 clusters Score -395726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -395728.500000 Penalty: 4186.930176
	Iteration 70Q: 3 clusters Score -395728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -395730.093750 Penalty: 4186.930176
	Iteration 71Q: 3 clusters Score -395730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -395730.500000 Penalty: 4186.930176
	Iteration 72Q: 3 clusters Score -395730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -395731.781250 Penalty: 4186.930176
	Iteration 73Q: 3 clusters Score -395731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -395732.218750 Penalty: 4186.930176
	Iteration 74Q: 3 clusters Score -395732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -395735.375000 Penalty: 4186.930176
	Iteration 75Q: 3 clusters Score -395735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -395736.750000 Penalty: 4186.930176
	Iteration 76Q: 3 clusters Score -395736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -395737.093750 Penalty: 4186.930176
	Iteration 77Q: 3 clusters Score -395737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395737.968750 Penalty: 4186.930176
	Iteration 78Q: 3 clusters Score -395738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -395738.812500 Penalty: 4186.930176
	Iteration 79Q: 3 clusters Score -395738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -395738.906250 Penalty: 4186.930176
	Iteration 80F: 3 clusters Score -395738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -395739.406250 Penalty: 4186.930176
	Iteration 81Q: 3 clusters Score -395739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -395740.187500 Penalty: 4186.930176
	Iteration 82Q: 3 clusters Score -395740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -395740.281250 Penalty: 4186.930176
	Iteration 83Q: 3 clusters Score -395740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -395740.906250 Penalty: 4186.930176
	Iteration 84Q: 3 clusters Score -395740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -395741.406250 Penalty: 4186.930176
	Iteration 85Q: 3 clusters Score -395741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -395743.062500 Penalty: 4186.930176
	Iteration 86Q: 3 clusters Score -395743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -395746.187500 Penalty: 4186.930176
	Iteration 87Q: 3 clusters Score -395746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -395747.625000 Penalty: 4186.930176
	Iteration 88Q: 3 clusters Score -395747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -395749.468750 Penalty: 4186.930176
	Iteration 89Q: 3 clusters Score -395749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -395751.000000 Penalty: 4186.930176
	Iteration 90Q: 3 clusters Score -395751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -395750.406250 Penalty: 4186.930176
	Iteration 91Q: 3 clusters Score -395750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -395751.968750 Penalty: 4186.930176
	Iteration 92Q: 3 clusters Score -395752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -395752.625000 Penalty: 4186.930176
	Iteration 93Q: 3 clusters Score -395752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -395752.562500 Penalty: 4186.930176
	Iteration 94Q: 3 clusters Score -395752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -395753.250000 Penalty: 4186.930176
	Iteration 95Q: 3 clusters Score -395753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -395753.906250 Penalty: 4186.930176
	Iteration 96Q: 3 clusters Score -395753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -395753.906250 Penalty: 4186.930176
	Iteration 97F: 3 clusters Score -395753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Entering Unmasked Estep 
Score: -1972391.000000 Penalty: 2482.303467
	Iteration 0F: 2 clusters Score -1972391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1956821.250000 Penalty: 4964.606934
	Iteration 0F: 3 clusters Score -1956821 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1962211.000000 Penalty: 4964.606934
	Iteration 1F: 3 clusters Score -1962211 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1962780.250000 Penalty: 4964.606934
	Iteration 2F: 3 clusters Score -1962780 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1963359.375000 Penalty: 4964.606934
	Iteration 3F: 3 clusters Score -1963359 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1964077.500000 Penalty: 4964.606934
	Iteration 4F: 3 clusters Score -1964078 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1964959.625000 Penalty: 4964.606934
	Iteration 5F: 3 clusters Score -1964960 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1965974.125000 Penalty: 4964.606934
	Iteration 6F: 3 clusters Score -1965974 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1967035.625000 Penalty: 4964.606934
	Iteration 7F: 3 clusters Score -1967036 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1968052.375000 Penalty: 4964.606934
	Iteration 8F: 3 clusters Score -1968052 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1968901.875000 Penalty: 4964.606934
	Iteration 9Q: 3 clusters Score -1968902 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1969594.500000 Penalty: 4964.606934
	Iteration 10Q: 3 clusters Score -1969594 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1970166.500000 Penalty: 4964.606934
	Iteration 11Q: 3 clusters Score -1970166 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1970589.250000 Penalty: 4964.606934
	Iteration 12Q: 3 clusters Score -1970589 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1970887.000000 Penalty: 4964.606934
	Iteration 13Q: 3 clusters Score -1970887 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -1971047.500000 Penalty: 4964.606934
	Iteration 14Q: 3 clusters Score -1971048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1971118.750000 Penalty: 4964.606934
	Iteration 15Q: 3 clusters Score -1971119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1971143.750000 Penalty: 4964.606934
	Iteration 16Q: 3 clusters Score -1971144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -1971157.500000 Penalty: 4964.606934
	Iteration 17Q: 3 clusters Score -1971158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1971166.750000 Penalty: 4964.606934
	Iteration 18Q: 3 clusters Score -1971167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -1971185.875000 Penalty: 4964.606934
	Iteration 19Q: 3 clusters Score -1971186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -1971206.250000 Penalty: 4964.606934
	Iteration 20F: 3 clusters Score -1971206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1971214.250000 Penalty: 4964.606934
	Iteration 21Q: 3 clusters Score -1971214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1971227.000000 Penalty: 4964.606934
	Iteration 22Q: 3 clusters Score -1971227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1971230.875000 Penalty: 4964.606934
	Iteration 23Q: 3 clusters Score -1971231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1971237.875000 Penalty: 4964.606934
	Iteration 24Q: 3 clusters Score -1971238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1971236.125000 Penalty: 4964.606934
	Iteration 25Q: 3 clusters Score -1971236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1971237.125000 Penalty: 4964.606934
	Iteration 26Q: 3 clusters Score -1971237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1971243.250000 Penalty: 4964.606934
	Iteration 27Q: 3 clusters Score -1971243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1971240.875000 Penalty: 4964.606934
	Iteration 28Q: 3 clusters Score -1971241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1971240.625000 Penalty: 4964.606934
	Iteration 29Q: 3 clusters Score -1971241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1971242.375000 Penalty: 4964.606934
	Iteration 30Q: 3 clusters Score -1971242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1971242.375000 Penalty: 4964.606934
	Iteration 31F: 3 clusters Score -1971242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -300479.250000 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -300479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -296497.093750 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -296497.1 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -297513.187500 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -297513.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -297814.968750 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -297815 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -298084.375000 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -298084.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -298331.625000 Penalty: 4139.699219
	Iteration 4F: 3 clusters Score -298331.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -298556.000000 Penalty: 4139.699219
	Iteration 5F: 3 clusters Score -298556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -298749.750000 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -298749.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -298906.187500 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -298906.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -299033.781250 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -299033.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -299142.468750 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -299142.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -299206.312500 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -299206.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -299243.375000 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -299243.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -299266.593750 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -299266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -299280.343750 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -299280.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -299294.062500 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -299294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -299310.437500 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -299310.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -299324.312500 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -299324.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -299335.406250 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -299335.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -299343.593750 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -299343.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -299349.093750 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -299349.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -299352.187500 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -299352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -299356.000000 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -299356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -299357.687500 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -299357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -299359.187500 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -299359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -299360.156250 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -299360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -299362.875000 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -299362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -299364.312500 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -299364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -299365.781250 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -299365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -299367.062500 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -299367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -299368.156250 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -299368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -299369.625000 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -299369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -299371.031250 Penalty: 4139.699219
	Iteration 31Q: 3 clusters Score -299371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -299372.312500 Penalty: 4139.699219
	Iteration 32Q: 3 clusters Score -299372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -299373.000000 Penalty: 4139.699219
	Iteration 33Q: 3 clusters Score -299373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -299373.343750 Penalty: 4139.699219
	Iteration 34Q: 3 clusters Score -299373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -299373.562500 Penalty: 4139.699219
	Iteration 35Q: 3 clusters Score -299373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -299373.562500 Penalty: 4139.699219
	Iteration 36F: 3 clusters Score -299373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Entering Unmasked Estep 
Score: -2964130.500000 Penalty: 2588.367432
	Iteration 0F: 2 clusters Score -2964130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2941013.250000 Penalty: 5176.734863
	Iteration 0F: 3 clusters Score -2941013 nChanged 15386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2949519.750000 Penalty: 5176.734863
	Iteration 1F: 3 clusters Score -2949520 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2950274.000000 Penalty: 5176.734863
	Iteration 2F: 3 clusters Score -2950274 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2951093.750000 Penalty: 5176.734863
	Iteration 3Q: 3 clusters Score -2951094 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2952101.500000 Penalty: 5176.734863
	Iteration 4F: 3 clusters Score -2952102 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2953288.750000 Penalty: 5176.734863
	Iteration 5F: 3 clusters Score -2953289 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2954668.750000 Penalty: 5176.734863
	Iteration 6F: 3 clusters Score -2954669 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2956171.500000 Penalty: 5176.734863
	Iteration 7F: 3 clusters Score -2956172 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2957503.000000 Penalty: 5176.734863
	Iteration 8F: 3 clusters Score -2957503 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2958640.750000 Penalty: 5176.734863
	Iteration 9Q: 3 clusters Score -2958641 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2959568.500000 Penalty: 5176.734863
	Iteration 10Q: 3 clusters Score -2959568 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2960310.750000 Penalty: 5176.734863
	Iteration 11Q: 3 clusters Score -2960311 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2960844.500000 Penalty: 5176.734863
	Iteration 12Q: 3 clusters Score -2960844 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2961226.750000 Penalty: 5176.734863
	Iteration 13Q: 3 clusters Score -2961227 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2961503.750000 Penalty: 5176.734863
	Iteration 14Q: 3 clusters Score -2961504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2961677.000000 Penalty: 5176.734863
	Iteration 15Q: 3 clusters Score -2961677 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2961763.500000 Penalty: 5176.734863
	Iteration 16Q: 3 clusters Score -2961764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2961818.500000 Penalty: 5176.734863
	Iteration 17Q: 3 clusters Score -2961818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2961850.750000 Penalty: 5176.734863
	Iteration 18Q: 3 clusters Score -2961851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2961867.000000 Penalty: 5176.734863
	Iteration 19Q: 3 clusters Score -2961867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2961881.500000 Penalty: 5176.734863
	Iteration 20F: 3 clusters Score -2961882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2961896.750000 Penalty: 5176.734863
	Iteration 21Q: 3 clusters Score -2961897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2961927.000000 Penalty: 5176.734863
	Iteration 22Q: 3 clusters Score -2961927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2961935.750000 Penalty: 5176.734863
	Iteration 23Q: 3 clusters Score -2961936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2961956.250000 Penalty: 5176.734863
	Iteration 24Q: 3 clusters Score -2961956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2961966.750000 Penalty: 5176.734863
	Iteration 25Q: 3 clusters Score -2961967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2961965.750000 Penalty: 5176.734863
	Iteration 26Q: 3 clusters Score -2961966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2961966.000000 Penalty: 5176.734863
	Iteration 27Q: 3 clusters Score -2961966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2961976.250000 Penalty: 5176.734863
	Iteration 28Q: 3 clusters Score -2961976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2961978.500000 Penalty: 5176.734863
	Iteration 29Q: 3 clusters Score -2961978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2961988.250000 Penalty: 5176.734863
	Iteration 30Q: 3 clusters Score -2961988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2961990.000000 Penalty: 5176.734863
	Iteration 31Q: 3 clusters Score -2961990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2961992.000000 Penalty: 5176.734863
	Iteration 32Q: 3 clusters Score -2961992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2961991.500000 Penalty: 5176.734863
	Iteration 33Q: 3 clusters Score -2961992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2961990.750000 Penalty: 5176.734863
	Iteration 34Q: 3 clusters Score -2961991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2961993.000000 Penalty: 5176.734863
	Iteration 35Q: 3 clusters Score -2961993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2961993.250000 Penalty: 5176.734863
	Iteration 36Q: 3 clusters Score -2961993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2962000.750000 Penalty: 5176.734863
	Iteration 37Q: 3 clusters Score -2962001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2962003.250000 Penalty: 5176.734863
	Iteration 38Q: 3 clusters Score -2962003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2962004.250000 Penalty: 5176.734863
	Iteration 39Q: 3 clusters Score -2962004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2962005.000000 Penalty: 5176.734863
	Iteration 40F: 3 clusters Score -2962005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2962004.250000 Penalty: 5176.734863
	Iteration 41Q: 3 clusters Score -2962004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2962007.250000 Penalty: 5176.734863
	Iteration 42Q: 3 clusters Score -2962007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2962011.000000 Penalty: 5176.734863
	Iteration 43Q: 3 clusters Score -2962011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2962010.500000 Penalty: 5176.734863
	Iteration 44Q: 3 clusters Score -2962010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2962011.250000 Penalty: 5176.734863
	Iteration 45Q: 3 clusters Score -2962011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2962013.500000 Penalty: 5176.734863
	Iteration 46Q: 3 clusters Score -2962014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2962014.500000 Penalty: 5176.734863
	Iteration 47Q: 3 clusters Score -2962014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2962013.500000 Penalty: 5176.734863
	Iteration 48Q: 3 clusters Score -2962014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2962012.250000 Penalty: 5176.734863
	Iteration 49Q: 3 clusters Score -2962012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2962020.500000 Penalty: 5176.734863
	Iteration 50Q: 3 clusters Score -2962020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2962022.000000 Penalty: 5176.734863
	Iteration 51Q: 3 clusters Score -2962022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2962023.000000 Penalty: 5176.734863
	Iteration 52Q: 3 clusters Score -2962023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2962023.000000 Penalty: 5176.734863
	Iteration 53F: 3 clusters Score -2962023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Entering Unmasked Estep 
Score: -1412683.125000 Penalty: 2395.983887
	Iteration 0F: 2 clusters Score -1412683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1401385.875000 Penalty: 4791.967773
	Iteration 0F: 3 clusters Score -1401386 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1405018.750000 Penalty: 4791.967773
	Iteration 1F: 3 clusters Score -1405019 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1405399.625000 Penalty: 4791.967773
	Iteration 2F: 3 clusters Score -1405400 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1405718.000000 Penalty: 4791.967773
	Iteration 3F: 3 clusters Score -1405718 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1405996.625000 Penalty: 4791.967773
	Iteration 4Q: 3 clusters Score -1405997 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1406252.375000 Penalty: 4791.967773
	Iteration 5Q: 3 clusters Score -1406252 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1406456.875000 Penalty: 4791.967773
	Iteration 6Q: 3 clusters Score -1406457 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1406666.500000 Penalty: 4791.967773
	Iteration 7Q: 3 clusters Score -1406666 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1406887.875000 Penalty: 4791.967773
	Iteration 8Q: 3 clusters Score -1406888 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1407118.250000 Penalty: 4791.967773
	Iteration 9Q: 3 clusters Score -1407118 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1407424.125000 Penalty: 4791.967773
	Iteration 10Q: 3 clusters Score -1407424 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1407790.875000 Penalty: 4791.967773
	Iteration 11Q: 3 clusters Score -1407791 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1408216.875000 Penalty: 4791.967773
	Iteration 12Q: 3 clusters Score -1408217 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1408654.750000 Penalty: 4791.967773
	Iteration 13Q: 3 clusters Score -1408655 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1409102.250000 Penalty: 4791.967773
	Iteration 14Q: 3 clusters Score -1409102 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1409502.250000 Penalty: 4791.967773
	Iteration 15Q: 3 clusters Score -1409502 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1409817.125000 Penalty: 4791.967773
	Iteration 16Q: 3 clusters Score -1409817 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1410059.500000 Penalty: 4791.967773
	Iteration 17Q: 3 clusters Score -1410060 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1410240.250000 Penalty: 4791.967773
	Iteration 18Q: 3 clusters Score -1410240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1410380.625000 Penalty: 4791.967773
	Iteration 19Q: 3 clusters Score -1410381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1410480.500000 Penalty: 4791.967773
	Iteration 20F: 3 clusters Score -1410480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1410538.250000 Penalty: 4791.967773
	Iteration 21Q: 3 clusters Score -1410538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1410569.125000 Penalty: 4791.967773
	Iteration 22Q: 3 clusters Score -1410569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1410595.875000 Penalty: 4791.967773
	Iteration 23Q: 3 clusters Score -1410596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1410620.625000 Penalty: 4791.967773
	Iteration 24Q: 3 clusters Score -1410621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1410640.500000 Penalty: 4791.967773
	Iteration 25Q: 3 clusters Score -1410640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1410653.125000 Penalty: 4791.967773
	Iteration 26Q: 3 clusters Score -1410653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1410665.125000 Penalty: 4791.967773
	Iteration 27Q: 3 clusters Score -1410665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1410685.125000 Penalty: 4791.967773
	Iteration 28Q: 3 clusters Score -1410685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1410704.375000 Penalty: 4791.967773
	Iteration 29Q: 3 clusters Score -1410704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1410710.500000 Penalty: 4791.967773
	Iteration 30Q: 3 clusters Score -1410710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1410714.375000 Penalty: 4791.967773
	Iteration 31Q: 3 clusters Score -1410714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1410722.750000 Penalty: 4791.967773
	Iteration 32Q: 3 clusters Score -1410723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1410723.750000 Penalty: 4791.967773
	Iteration 33Q: 3 clusters Score -1410724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1410723.250000 Penalty: 4791.967773
	Iteration 34Q: 3 clusters Score -1410723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1410724.750000 Penalty: 4791.967773
	Iteration 35Q: 3 clusters Score -1410725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1410725.875000 Penalty: 4791.967773
	Iteration 36Q: 3 clusters Score -1410726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1410726.500000 Penalty: 4791.967773
	Iteration 37Q: 3 clusters Score -1410726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1410726.500000 Penalty: 4791.967773
	Iteration 38F: 3 clusters Score -1410726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Entering Unmasked Estep 
Score: -2267946.750000 Penalty: 2521.883545
	Iteration 0F: 2 clusters Score -2267947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2249912.250000 Penalty: 5043.767090
	Iteration 0F: 3 clusters Score -2249912 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2256473.500000 Penalty: 5043.767090
	Iteration 1F: 3 clusters Score -2256474 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2257078.750000 Penalty: 5043.767090
	Iteration 2F: 3 clusters Score -2257079 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2257715.750000 Penalty: 5043.767090
	Iteration 3F: 3 clusters Score -2257716 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2258450.500000 Penalty: 5043.767090
	Iteration 4F: 3 clusters Score -2258450 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2259316.500000 Penalty: 5043.767090
	Iteration 5F: 3 clusters Score -2259316 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2260408.000000 Penalty: 5043.767090
	Iteration 6F: 3 clusters Score -2260408 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2261667.750000 Penalty: 5043.767090
	Iteration 7F: 3 clusters Score -2261668 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2262857.750000 Penalty: 5043.767090
	Iteration 8F: 3 clusters Score -2262858 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2263794.750000 Penalty: 5043.767090
	Iteration 9Q: 3 clusters Score -2263795 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2264505.250000 Penalty: 5043.767090
	Iteration 10Q: 3 clusters Score -2264505 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2264951.500000 Penalty: 5043.767090
	Iteration 11Q: 3 clusters Score -2264952 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2265224.250000 Penalty: 5043.767090
	Iteration 12Q: 3 clusters Score -2265224 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2265384.500000 Penalty: 5043.767090
	Iteration 13Q: 3 clusters Score -2265384 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2265469.250000 Penalty: 5043.767090
	Iteration 14Q: 3 clusters Score -2265469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2265537.750000 Penalty: 5043.767090
	Iteration 15Q: 3 clusters Score -2265538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2265590.250000 Penalty: 5043.767090
	Iteration 16Q: 3 clusters Score -2265590 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2265627.250000 Penalty: 5043.767090
	Iteration 17Q: 3 clusters Score -2265627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2265644.000000 Penalty: 5043.767090
	Iteration 18Q: 3 clusters Score -2265644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2265665.250000 Penalty: 5043.767090
	Iteration 19Q: 3 clusters Score -2265665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2265681.250000 Penalty: 5043.767090
	Iteration 20F: 3 clusters Score -2265681 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2265705.000000 Penalty: 5043.767090
	Iteration 21Q: 3 clusters Score -2265705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2265722.250000 Penalty: 5043.767090
	Iteration 22Q: 3 clusters Score -2265722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2265728.500000 Penalty: 5043.767090
	Iteration 23Q: 3 clusters Score -2265728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2265735.500000 Penalty: 5043.767090
	Iteration 24Q: 3 clusters Score -2265736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2265752.000000 Penalty: 5043.767090
	Iteration 25Q: 3 clusters Score -2265752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2265766.000000 Penalty: 5043.767090
	Iteration 26Q: 3 clusters Score -2265766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2265779.750000 Penalty: 5043.767090
	Iteration 27Q: 3 clusters Score -2265780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2265800.000000 Penalty: 5043.767090
	Iteration 28Q: 3 clusters Score -2265800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2265805.250000 Penalty: 5043.767090
	Iteration 29Q: 3 clusters Score -2265805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2265809.500000 Penalty: 5043.767090
	Iteration 30Q: 3 clusters Score -2265810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2265822.000000 Penalty: 5043.767090
	Iteration 31Q: 3 clusters Score -2265822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2265828.250000 Penalty: 5043.767090
	Iteration 32Q: 3 clusters Score -2265828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2265833.750000 Penalty: 5043.767090
	Iteration 33Q: 3 clusters Score -2265834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2265836.500000 Penalty: 5043.767090
	Iteration 34Q: 3 clusters Score -2265836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2265835.250000 Penalty: 5043.767090
	Iteration 35Q: 3 clusters Score -2265835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2265840.000000 Penalty: 5043.767090
	Iteration 36Q: 3 clusters Score -2265840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2265849.250000 Penalty: 5043.767090
	Iteration 37Q: 3 clusters Score -2265849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2265854.000000 Penalty: 5043.767090
	Iteration 38Q: 3 clusters Score -2265854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2265862.750000 Penalty: 5043.767090
	Iteration 39Q: 3 clusters Score -2265863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2265865.750000 Penalty: 5043.767090
	Iteration 40F: 3 clusters Score -2265866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2265872.750000 Penalty: 5043.767090
	Iteration 41Q: 3 clusters Score -2265873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2265880.000000 Penalty: 5043.767090
	Iteration 42Q: 3 clusters Score -2265880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2265893.750000 Penalty: 5043.767090
	Iteration 43Q: 3 clusters Score -2265894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2265902.250000 Penalty: 5043.767090
	Iteration 44Q: 3 clusters Score -2265902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2265910.000000 Penalty: 5043.767090
	Iteration 45Q: 3 clusters Score -2265910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2265916.000000 Penalty: 5043.767090
	Iteration 46Q: 3 clusters Score -2265916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2265913.750000 Penalty: 5043.767090
	Iteration 47Q: 3 clusters Score -2265914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2265914.250000 Penalty: 5043.767090
	Iteration 48Q: 3 clusters Score -2265914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2265915.000000 Penalty: 5043.767090
	Iteration 49Q: 3 clusters Score -2265915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2265923.500000 Penalty: 5043.767090
	Iteration 50Q: 3 clusters Score -2265924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2265928.250000 Penalty: 5043.767090
	Iteration 51Q: 3 clusters Score -2265928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2265926.750000 Penalty: 5043.767090
	Iteration 52Q: 3 clusters Score -2265927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2265930.500000 Penalty: 5043.767090
	Iteration 53Q: 3 clusters Score -2265930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2265928.750000 Penalty: 5043.767090
	Iteration 54Q: 3 clusters Score -2265929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2265936.750000 Penalty: 5043.767090
	Iteration 55Q: 3 clusters Score -2265937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2265941.250000 Penalty: 5043.767090
	Iteration 56Q: 3 clusters Score -2265941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2265940.000000 Penalty: 5043.767090
	Iteration 57Q: 3 clusters Score -2265940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2265943.250000 Penalty: 5043.767090
	Iteration 58Q: 3 clusters Score -2265943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2265944.750000 Penalty: 5043.767090
	Iteration 59Q: 3 clusters Score -2265945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2265948.500000 Penalty: 5043.767090
	Iteration 60F: 3 clusters Score -2265948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2265947.250000 Penalty: 5043.767090
	Iteration 61Q: 3 clusters Score -2265947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2265952.250000 Penalty: 5043.767090
	Iteration 62Q: 3 clusters Score -2265952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2265954.000000 Penalty: 5043.767090
	Iteration 63Q: 3 clusters Score -2265954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2265954.500000 Penalty: 5043.767090
	Iteration 64Q: 3 clusters Score -2265954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2265956.500000 Penalty: 5043.767090
	Iteration 65Q: 3 clusters Score -2265956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2265961.750000 Penalty: 5043.767090
	Iteration 66Q: 3 clusters Score -2265962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2265962.750000 Penalty: 5043.767090
	Iteration 67Q: 3 clusters Score -2265963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2265962.500000 Penalty: 5043.767090
	Iteration 68Q: 3 clusters Score -2265962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2265963.000000 Penalty: 5043.767090
	Iteration 69Q: 3 clusters Score -2265963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2265963.000000 Penalty: 5043.767090
	Iteration 70Q: 3 clusters Score -2265963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2265963.750000 Penalty: 5043.767090
	Iteration 71Q: 3 clusters Score -2265964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2265965.000000 Penalty: 5043.767090
	Iteration 72Q: 3 clusters Score -2265965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2265966.500000 Penalty: 5043.767090
	Iteration 73Q: 3 clusters Score -2265966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2265966.750000 Penalty: 5043.767090
	Iteration 74Q: 3 clusters Score -2265967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2265966.750000 Penalty: 5043.767090
	Iteration 75F: 3 clusters Score -2265967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -22974.808594 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -22974.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21655.802734 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -21655.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21748.951172 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -21748.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21776.294922 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -21776.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21792.875000 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -21792.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21804.960938 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -21804.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21806.830078 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -21806.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21807.890625 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -21807.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21810.343750 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -21810.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21815.275391 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -21815.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21818.869141 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -21818.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21829.085938 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -21829.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21829.085938 Penalty: 2842.129395
	Iteration 11F: 3 clusters Score -21829.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -219120.531250 Penalty: 1963.548950
	Iteration 0F: 2 clusters Score -219120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -216060.468750 Penalty: 3927.097900
	Iteration 0F: 3 clusters Score -216060.5 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216738.500000 Penalty: 3927.097900
	Iteration 1F: 3 clusters Score -216738.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -216929.875000 Penalty: 3927.097900
	Iteration 2F: 3 clusters Score -216929.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -217033.750000 Penalty: 3927.097900
	Iteration 3F: 3 clusters Score -217033.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217120.093750 Penalty: 3927.097900
	Iteration 4Q: 3 clusters Score -217120.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -217196.906250 Penalty: 3927.097900
	Iteration 5Q: 3 clusters Score -217196.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217253.593750 Penalty: 3927.097900
	Iteration 6Q: 3 clusters Score -217253.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217311.031250 Penalty: 3927.097900
	Iteration 7Q: 3 clusters Score -217311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -217382.562500 Penalty: 3927.097900
	Iteration 8Q: 3 clusters Score -217382.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -217438.593750 Penalty: 3927.097900
	Iteration 9Q: 3 clusters Score -217438.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -217494.921875 Penalty: 3927.097900
	Iteration 10Q: 3 clusters Score -217494.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217561.859375 Penalty: 3927.097900
	Iteration 11Q: 3 clusters Score -217561.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -217646.453125 Penalty: 3927.097900
	Iteration 12Q: 3 clusters Score -217646.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -217706.593750 Penalty: 3927.097900
	Iteration 13Q: 3 clusters Score -217706.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -217759.781250 Penalty: 3927.097900
	Iteration 14Q: 3 clusters Score -217759.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -217812.203125 Penalty: 3927.097900
	Iteration 15Q: 3 clusters Score -217812.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -217866.187500 Penalty: 3927.097900
	Iteration 16Q: 3 clusters Score -217866.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -217908.687500 Penalty: 3927.097900
	Iteration 17Q: 3 clusters Score -217908.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -217935.234375 Penalty: 3927.097900
	Iteration 18Q: 3 clusters Score -217935.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -217954.328125 Penalty: 3927.097900
	Iteration 19Q: 3 clusters Score -217954.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -217968.875000 Penalty: 3927.097900
	Iteration 20F: 3 clusters Score -217968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -217978.062500 Penalty: 3927.097900
	Iteration 21Q: 3 clusters Score -217978.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -217990.828125 Penalty: 3927.097900
	Iteration 22Q: 3 clusters Score -217990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -218005.765625 Penalty: 3927.097900
	Iteration 23Q: 3 clusters Score -218005.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -218021.734375 Penalty: 3927.097900
	Iteration 24Q: 3 clusters Score -218021.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -218033.859375 Penalty: 3927.097900
	Iteration 25Q: 3 clusters Score -218033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -218040.328125 Penalty: 3927.097900
	Iteration 26Q: 3 clusters Score -218040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -218047.468750 Penalty: 3927.097900
	Iteration 27Q: 3 clusters Score -218047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -218048.937500 Penalty: 3927.097900
	Iteration 28Q: 3 clusters Score -218048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -218051.031250 Penalty: 3927.097900
	Iteration 29Q: 3 clusters Score -218051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -218053.781250 Penalty: 3927.097900
	Iteration 30Q: 3 clusters Score -218053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -218057.656250 Penalty: 3927.097900
	Iteration 31Q: 3 clusters Score -218057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -218060.031250 Penalty: 3927.097900
	Iteration 32Q: 3 clusters Score -218060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -218061.093750 Penalty: 3927.097900
	Iteration 33Q: 3 clusters Score -218061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -218061.093750 Penalty: 3927.097900
	Iteration 34F: 3 clusters Score -218061.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (209769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209769 members 
Entering Unmasked Estep 
Score: -18696236.000000 Penalty: 3038.933105
	Iteration 0F: 2 clusters Score -1.869624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -18555430.000000 Penalty: 6077.866211
	Iteration 0F: 3 clusters Score -1.855543e+07 nChanged 100964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 101334 members 
Entering Unmasked Estep 
Score: -18614228.000000 Penalty: 6077.866211
	Iteration 1F: 3 clusters Score -1.861423e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -18615084.000000 Penalty: 6077.866211
	Iteration 2Q: 3 clusters Score -1.861508e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -18616232.000000 Penalty: 6077.866211
	Iteration 3Q: 3 clusters Score -1.861623e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -18617948.000000 Penalty: 6077.866211
	Iteration 4Q: 3 clusters Score -1.861795e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -18621086.000000 Penalty: 6077.866211
	Iteration 5Q: 3 clusters Score -1.862109e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -18627280.000000 Penalty: 6077.866211
	Iteration 6F: 3 clusters Score -1.862728e+07 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -18638562.000000 Penalty: 6077.866211
	Iteration 7F: 3 clusters Score -1.863856e+07 nChanged 18858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172000 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -18655562.000000 Penalty: 6077.866211
	Iteration 8F: 3 clusters Score -1.865556e+07 nChanged 18289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190287 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -18673876.000000 Penalty: 6077.866211
	Iteration 9F: 3 clusters Score -1.867388e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202542 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -18686634.000000 Penalty: 6077.866211
	Iteration 10F: 3 clusters Score -1.868663e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207697 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -18691382.000000 Penalty: 6077.866211
	Iteration 11Q: 3 clusters Score -1.869138e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209205 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -18692806.000000 Penalty: 6077.866211
	Iteration 12Q: 3 clusters Score -1.869281e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209501 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18693230.000000 Penalty: 6077.866211
	Iteration 13Q: 3 clusters Score -1.869323e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18693404.000000 Penalty: 6077.866211
	Iteration 14Q: 3 clusters Score -1.86934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209603 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18693430.000000 Penalty: 6077.866211
	Iteration 15Q: 3 clusters Score -1.869343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209612 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18693484.000000 Penalty: 6077.866211
	Iteration 16Q: 3 clusters Score -1.869348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18693498.000000 Penalty: 6077.866211
	Iteration 17Q: 3 clusters Score -1.86935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209612 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18693508.000000 Penalty: 6077.866211
	Iteration 18Q: 3 clusters Score -1.869351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209612 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18693508.000000 Penalty: 6077.866211
	Iteration 19Q: 3 clusters Score -1.869351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209615 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18693518.000000 Penalty: 6077.866211
	Iteration 20F: 3 clusters Score -1.869352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18693510.000000 Penalty: 6077.866211
	Iteration 21Q: 3 clusters Score -1.869351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18693510.000000 Penalty: 6077.866211
	Iteration 22F: 3 clusters Score -1.869351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Entering Unmasked Estep 
Score: -13796355.000000 Penalty: 2961.800781
	Iteration 0F: 2 clusters Score -1.379636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -13693476.000000 Penalty: 5923.601562
	Iteration 0F: 3 clusters Score -1.369348e+07 nChanged 73532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -13735901.000000 Penalty: 5923.601562
	Iteration 1F: 3 clusters Score -1.37359e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -13737284.000000 Penalty: 5923.601562
	Iteration 2Q: 3 clusters Score -1.373728e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -13738957.000000 Penalty: 5923.601562
	Iteration 3Q: 3 clusters Score -1.373896e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -13741176.000000 Penalty: 5923.601562
	Iteration 4Q: 3 clusters Score -1.374118e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -13744492.000000 Penalty: 5923.601562
	Iteration 5Q: 3 clusters Score -1.374449e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -13748787.000000 Penalty: 5923.601562
	Iteration 6F: 3 clusters Score -1.374879e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -13754405.000000 Penalty: 5923.601562
	Iteration 7F: 3 clusters Score -1.37544e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -13761251.000000 Penalty: 5923.601562
	Iteration 8F: 3 clusters Score -1.376125e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -13767046.000000 Penalty: 5923.601562
	Iteration 9F: 3 clusters Score -1.376705e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -13771096.000000 Penalty: 5923.601562
	Iteration 10Q: 3 clusters Score -1.37711e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -13773396.000000 Penalty: 5923.601562
	Iteration 11Q: 3 clusters Score -1.37734e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -13774792.000000 Penalty: 5923.601562
	Iteration 12Q: 3 clusters Score -1.377479e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -13775604.000000 Penalty: 5923.601562
	Iteration 13Q: 3 clusters Score -1.37756e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -13776377.000000 Penalty: 5923.601562
	Iteration 14Q: 3 clusters Score -1.377638e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -13777146.000000 Penalty: 5923.601562
	Iteration 15Q: 3 clusters Score -1.377715e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -13777716.000000 Penalty: 5923.601562
	Iteration 16Q: 3 clusters Score -1.377772e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -13778337.000000 Penalty: 5923.601562
	Iteration 17Q: 3 clusters Score -1.377834e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -13778844.000000 Penalty: 5923.601562
	Iteration 18Q: 3 clusters Score -1.377884e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -13779369.000000 Penalty: 5923.601562
	Iteration 19Q: 3 clusters Score -1.377937e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -13779908.000000 Penalty: 5923.601562
	Iteration 20F: 3 clusters Score -1.377991e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -13780488.000000 Penalty: 5923.601562
	Iteration 21Q: 3 clusters Score -1.378049e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117897 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -13780926.000000 Penalty: 5923.601562
	Iteration 22Q: 3 clusters Score -1.378093e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -13781333.000000 Penalty: 5923.601562
	Iteration 23Q: 3 clusters Score -1.378133e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -13781830.000000 Penalty: 5923.601562
	Iteration 24Q: 3 clusters Score -1.378183e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -13782326.000000 Penalty: 5923.601562
	Iteration 25Q: 3 clusters Score -1.378233e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -13782907.000000 Penalty: 5923.601562
	Iteration 26Q: 3 clusters Score -1.378291e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127839 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -13783566.000000 Penalty: 5923.601562
	Iteration 27Q: 3 clusters Score -1.378357e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129977 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -13784249.000000 Penalty: 5923.601562
	Iteration 28Q: 3 clusters Score -1.378425e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132214 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -13785050.000000 Penalty: 5923.601562
	Iteration 29Q: 3 clusters Score -1.378505e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -13785830.000000 Penalty: 5923.601562
	Iteration 30Q: 3 clusters Score -1.378583e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136738 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -13786736.000000 Penalty: 5923.601562
	Iteration 31Q: 3 clusters Score -1.378674e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -13787618.000000 Penalty: 5923.601562
	Iteration 32Q: 3 clusters Score -1.378762e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -13788648.000000 Penalty: 5923.601562
	Iteration 33Q: 3 clusters Score -1.378865e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13789593.000000 Penalty: 5923.601562
	Iteration 34Q: 3 clusters Score -1.378959e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -13790489.000000 Penalty: 5923.601562
	Iteration 35Q: 3 clusters Score -1.379049e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146579 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -13791147.000000 Penalty: 5923.601562
	Iteration 36Q: 3 clusters Score -1.379115e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147861 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -13791706.000000 Penalty: 5923.601562
	Iteration 37Q: 3 clusters Score -1.379171e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -13792174.000000 Penalty: 5923.601562
	Iteration 38Q: 3 clusters Score -1.379217e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -13792638.000000 Penalty: 5923.601562
	Iteration 39Q: 3 clusters Score -1.379264e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -13792881.000000 Penalty: 5923.601562
	Iteration 40F: 3 clusters Score -1.379288e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150937 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13793095.000000 Penalty: 5923.601562
	Iteration 41Q: 3 clusters Score -1.37931e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -13793241.000000 Penalty: 5923.601562
	Iteration 42Q: 3 clusters Score -1.379324e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -13793379.000000 Penalty: 5923.601562
	Iteration 43Q: 3 clusters Score -1.379338e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -13793496.000000 Penalty: 5923.601562
	Iteration 44Q: 3 clusters Score -1.37935e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -13793590.000000 Penalty: 5923.601562
	Iteration 45Q: 3 clusters Score -1.379359e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13793634.000000 Penalty: 5923.601562
	Iteration 46Q: 3 clusters Score -1.379363e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13793677.000000 Penalty: 5923.601562
	Iteration 47Q: 3 clusters Score -1.379368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152273 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13793693.000000 Penalty: 5923.601562
	Iteration 48Q: 3 clusters Score -1.379369e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13793722.000000 Penalty: 5923.601562
	Iteration 49Q: 3 clusters Score -1.379372e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152415 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13793761.000000 Penalty: 5923.601562
	Iteration 50Q: 3 clusters Score -1.379376e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13793797.000000 Penalty: 5923.601562
	Iteration 51Q: 3 clusters Score -1.37938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13793819.000000 Penalty: 5923.601562
	Iteration 52Q: 3 clusters Score -1.379382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152524 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13793828.000000 Penalty: 5923.601562
	Iteration 53Q: 3 clusters Score -1.379383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152541 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13793840.000000 Penalty: 5923.601562
	Iteration 54Q: 3 clusters Score -1.379384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13793847.000000 Penalty: 5923.601562
	Iteration 55Q: 3 clusters Score -1.379385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -13793873.000000 Penalty: 5923.601562
	Iteration 56Q: 3 clusters Score -1.379387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152591 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13793875.000000 Penalty: 5923.601562
	Iteration 57Q: 3 clusters Score -1.379388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13793888.000000 Penalty: 5923.601562
	Iteration 58Q: 3 clusters Score -1.379389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152622 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13793893.000000 Penalty: 5923.601562
	Iteration 59Q: 3 clusters Score -1.379389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13793890.000000 Penalty: 5923.601562
	Iteration 60F: 3 clusters Score -1.379389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13793897.000000 Penalty: 5923.601562
	Iteration 61Q: 3 clusters Score -1.37939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13793906.000000 Penalty: 5923.601562
	Iteration 62Q: 3 clusters Score -1.379391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13793913.000000 Penalty: 5923.601562
	Iteration 63Q: 3 clusters Score -1.379391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152648 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13793912.000000 Penalty: 5923.601562
	Iteration 64Q: 3 clusters Score -1.379391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152650 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13793912.000000 Penalty: 5923.601562
	Iteration 65Q: 3 clusters Score -1.379391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13793923.000000 Penalty: 5923.601562
	Iteration 66Q: 3 clusters Score -1.379392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152657 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13793917.000000 Penalty: 5923.601562
	Iteration 67Q: 3 clusters Score -1.379392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13793920.000000 Penalty: 5923.601562
	Iteration 68Q: 3 clusters Score -1.379392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13793934.000000 Penalty: 5923.601562
	Iteration 69Q: 3 clusters Score -1.379393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13793929.000000 Penalty: 5923.601562
	Iteration 70Q: 3 clusters Score -1.379393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13793937.000000 Penalty: 5923.601562
	Iteration 71Q: 3 clusters Score -1.379394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13793931.000000 Penalty: 5923.601562
	Iteration 72Q: 3 clusters Score -1.379393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13793929.000000 Penalty: 5923.601562
	Iteration 73Q: 3 clusters Score -1.379393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -13793937.000000 Penalty: 5923.601562
	Iteration 74Q: 3 clusters Score -1.379394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13793950.000000 Penalty: 5923.601562
	Iteration 75Q: 3 clusters Score -1.379395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -13793956.000000 Penalty: 5923.601562
	Iteration 76Q: 3 clusters Score -1.379396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13793965.000000 Penalty: 5923.601562
	Iteration 77Q: 3 clusters Score -1.379396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13793984.000000 Penalty: 5923.601562
	Iteration 78Q: 3 clusters Score -1.379398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13793980.000000 Penalty: 5923.601562
	Iteration 79Q: 3 clusters Score -1.379398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13793978.000000 Penalty: 5923.601562
	Iteration 80F: 3 clusters Score -1.379398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13793979.000000 Penalty: 5923.601562
	Iteration 81Q: 3 clusters Score -1.379398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13793983.000000 Penalty: 5923.601562
	Iteration 82Q: 3 clusters Score -1.379398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13793971.000000 Penalty: 5923.601562
	Iteration 83Q: 3 clusters Score -1.379397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13793977.000000 Penalty: 5923.601562
	Iteration 84Q: 3 clusters Score -1.379398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13793980.000000 Penalty: 5923.601562
	Iteration 85Q: 3 clusters Score -1.379398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13793977.000000 Penalty: 5923.601562
	Iteration 86Q: 3 clusters Score -1.379398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13793991.000000 Penalty: 5923.601562
	Iteration 87Q: 3 clusters Score -1.379399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13793983.000000 Penalty: 5923.601562
	Iteration 88Q: 3 clusters Score -1.379398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13793989.000000 Penalty: 5923.601562
	Iteration 89Q: 3 clusters Score -1.379399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13794000.000000 Penalty: 5923.601562
	Iteration 90Q: 3 clusters Score -1.3794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13794003.000000 Penalty: 5923.601562
	Iteration 91Q: 3 clusters Score -1.3794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13793994.000000 Penalty: 5923.601562
	Iteration 92Q: 3 clusters Score -1.379399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13794001.000000 Penalty: 5923.601562
	Iteration 93Q: 3 clusters Score -1.3794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152732 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13794005.000000 Penalty: 5923.601562
	Iteration 94Q: 3 clusters Score -1.3794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13794002.000000 Penalty: 5923.601562
	Iteration 95Q: 3 clusters Score -1.3794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13794004.000000 Penalty: 5923.601562
	Iteration 96Q: 3 clusters Score -1.3794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13794020.000000 Penalty: 5923.601562
	Iteration 97Q: 3 clusters Score -1.379402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13794027.000000 Penalty: 5923.601562
	Iteration 98Q: 3 clusters Score -1.379403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13794018.000000 Penalty: 5923.601562
	Iteration 99Q: 3 clusters Score -1.379402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13794017.000000 Penalty: 5923.601562
	Iteration 100F: 3 clusters Score -1.379402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152749 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13794014.000000 Penalty: 5923.601562
	Iteration 101Q: 3 clusters Score -1.379401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152749 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13794014.000000 Penalty: 5923.601562
	Iteration 102F: 3 clusters Score -1.379401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Entering Unmasked Estep 
Score: -451493.031250 Penalty: 2136.216309
	Iteration 0F: 2 clusters Score -451493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -446628.031250 Penalty: 4272.432617
	Iteration 0F: 3 clusters Score -446628 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -447898.500000 Penalty: 4272.432617
	Iteration 1F: 3 clusters Score -447898.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -448218.125000 Penalty: 4272.432617
	Iteration 2F: 3 clusters Score -448218.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -448512.656250 Penalty: 4272.432617
	Iteration 3F: 3 clusters Score -448512.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -448782.593750 Penalty: 4272.432617
	Iteration 4F: 3 clusters Score -448782.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -449066.593750 Penalty: 4272.432617
	Iteration 5F: 3 clusters Score -449066.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -449390.968750 Penalty: 4272.432617
	Iteration 6F: 3 clusters Score -449391 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -449692.906250 Penalty: 4272.432617
	Iteration 7F: 3 clusters Score -449692.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -449971.250000 Penalty: 4272.432617
	Iteration 8F: 3 clusters Score -449971.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -450242.312500 Penalty: 4272.432617
	Iteration 9F: 3 clusters Score -450242.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -450497.375000 Penalty: 4272.432617
	Iteration 10Q: 3 clusters Score -450497.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -450709.937500 Penalty: 4272.432617
	Iteration 11Q: 3 clusters Score -450709.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -450845.406250 Penalty: 4272.432617
	Iteration 12Q: 3 clusters Score -450845.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -450946.218750 Penalty: 4272.432617
	Iteration 13Q: 3 clusters Score -450946.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -451014.781250 Penalty: 4272.432617
	Iteration 14Q: 3 clusters Score -451014.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -451049.093750 Penalty: 4272.432617
	Iteration 15Q: 3 clusters Score -451049.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -451064.000000 Penalty: 4272.432617
	Iteration 16Q: 3 clusters Score -451064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -451074.750000 Penalty: 4272.432617
	Iteration 17Q: 3 clusters Score -451074.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -451088.875000 Penalty: 4272.432617
	Iteration 18Q: 3 clusters Score -451088.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -451097.406250 Penalty: 4272.432617
	Iteration 19Q: 3 clusters Score -451097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -451101.812500 Penalty: 4272.432617
	Iteration 20F: 3 clusters Score -451101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -451103.812500 Penalty: 4272.432617
	Iteration 21Q: 3 clusters Score -451103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -451104.812500 Penalty: 4272.432617
	Iteration 22Q: 3 clusters Score -451104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -451105.250000 Penalty: 4272.432617
	Iteration 23Q: 3 clusters Score -451105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -451106.593750 Penalty: 4272.432617
	Iteration 24Q: 3 clusters Score -451106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -451107.218750 Penalty: 4272.432617
	Iteration 25Q: 3 clusters Score -451107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -451108.437500 Penalty: 4272.432617
	Iteration 26Q: 3 clusters Score -451108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -451108.437500 Penalty: 4272.432617
	Iteration 27F: 3 clusters Score -451108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -872084.687500 Penalty: 2275.534424
	Iteration 0F: 2 clusters Score -872084.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -864570.312500 Penalty: 4551.068848
	Iteration 0F: 3 clusters Score -864570.3 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -866819.375000 Penalty: 4551.068848
	Iteration 1F: 3 clusters Score -866819.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -867284.250000 Penalty: 4551.068848
	Iteration 2F: 3 clusters Score -867284.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -867651.750000 Penalty: 4551.068848
	Iteration 3F: 3 clusters Score -867651.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -867984.437500 Penalty: 4551.068848
	Iteration 4F: 3 clusters Score -867984.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -868334.375000 Penalty: 4551.068848
	Iteration 5F: 3 clusters Score -868334.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -868681.750000 Penalty: 4551.068848
	Iteration 6F: 3 clusters Score -868681.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -868987.812500 Penalty: 4551.068848
	Iteration 7Q: 3 clusters Score -868987.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -869262.125000 Penalty: 4551.068848
	Iteration 8Q: 3 clusters Score -869262.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -869559.437500 Penalty: 4551.068848
	Iteration 9Q: 3 clusters Score -869559.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -869862.312500 Penalty: 4551.068848
	Iteration 10Q: 3 clusters Score -869862.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -870130.687500 Penalty: 4551.068848
	Iteration 11Q: 3 clusters Score -870130.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -870265.625000 Penalty: 4551.068848
	Iteration 12Q: 3 clusters Score -870265.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -870353.437500 Penalty: 4551.068848
	Iteration 13Q: 3 clusters Score -870353.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -870409.375000 Penalty: 4551.068848
	Iteration 14Q: 3 clusters Score -870409.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -870453.750000 Penalty: 4551.068848
	Iteration 15Q: 3 clusters Score -870453.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -870486.375000 Penalty: 4551.068848
	Iteration 16Q: 3 clusters Score -870486.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -870503.750000 Penalty: 4551.068848
	Iteration 17Q: 3 clusters Score -870503.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -870515.562500 Penalty: 4551.068848
	Iteration 18Q: 3 clusters Score -870515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -870520.500000 Penalty: 4551.068848
	Iteration 19Q: 3 clusters Score -870520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -870522.187500 Penalty: 4551.068848
	Iteration 20F: 3 clusters Score -870522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -870521.437500 Penalty: 4551.068848
	Iteration 21Q: 3 clusters Score -870521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -870523.125000 Penalty: 4551.068848
	Iteration 22Q: 3 clusters Score -870523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -870523.125000 Penalty: 4551.068848
	Iteration 23F: 3 clusters Score -870523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -295427.343750 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -295427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -291817.187500 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -291817.2 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292606.531250 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -292606.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292820.906250 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -292820.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -292974.156250 Penalty: 4051.709961
	Iteration 3F: 3 clusters Score -292974.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -293104.687500 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -293104.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -293224.531250 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -293224.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -293377.093750 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -293377.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -293563.343750 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -293563.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -293770.281250 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -293770.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -293951.093750 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -293951.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294078.125000 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -294078.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -294156.156250 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -294156.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -294198.656250 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -294198.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -294229.187500 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -294229.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -294250.062500 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -294250.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -294259.250000 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -294259.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -294266.125000 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -294266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -294272.718750 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -294272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -294275.343750 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -294275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -294278.031250 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -294278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -294280.156250 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -294280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -294282.000000 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -294282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -294283.531250 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -294283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -294284.218750 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -294284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -294284.718750 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -294284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -294284.718750 Penalty: 4051.709961
	Iteration 25F: 3 clusters Score -294284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -562598.562500 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -562598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -556981.875000 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -556981.9 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -558491.625000 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -558491.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -558751.625000 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -558751.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -558934.437500 Penalty: 4371.391602
	Iteration 3F: 3 clusters Score -558934.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -559090.062500 Penalty: 4371.391602
	Iteration 4Q: 3 clusters Score -559090.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -559233.937500 Penalty: 4371.391602
	Iteration 5Q: 3 clusters Score -559233.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -559368.750000 Penalty: 4371.391602
	Iteration 6Q: 3 clusters Score -559368.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -559498.750000 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -559498.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -559614.250000 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -559614.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -559737.250000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -559737.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -559840.437500 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -559840.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -559930.375000 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -559930.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -560011.375000 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -560011.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -560093.562500 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -560093.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -560172.250000 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -560172.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -560238.625000 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -560238.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -560314.500000 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -560314.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -560386.937500 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -560386.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -560458.437500 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -560458.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -560514.062500 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -560514.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -560559.562500 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -560559.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -560598.437500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -560598.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -560627.437500 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -560627.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -560656.500000 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -560656.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -560680.625000 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -560680.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -560707.562500 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -560707.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -560732.187500 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -560732.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -560749.937500 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -560749.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -560764.500000 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -560764.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -560780.625000 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -560780.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -560797.750000 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -560797.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -560818.687500 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -560818.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -560832.812500 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -560832.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -560845.562500 Penalty: 4371.391602
	Iteration 33Q: 3 clusters Score -560845.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -560856.625000 Penalty: 4371.391602
	Iteration 34Q: 3 clusters Score -560856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -560864.250000 Penalty: 4371.391602
	Iteration 35Q: 3 clusters Score -560864.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -560871.375000 Penalty: 4371.391602
	Iteration 36Q: 3 clusters Score -560871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -560876.250000 Penalty: 4371.391602
	Iteration 37Q: 3 clusters Score -560876.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -560880.312500 Penalty: 4371.391602
	Iteration 38Q: 3 clusters Score -560880.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560886.062500 Penalty: 4371.391602
	Iteration 39Q: 3 clusters Score -560886.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -560890.750000 Penalty: 4371.391602
	Iteration 40F: 3 clusters Score -560890.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -560894.250000 Penalty: 4371.391602
	Iteration 41Q: 3 clusters Score -560894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -560896.187500 Penalty: 4371.391602
	Iteration 42Q: 3 clusters Score -560896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -560899.812500 Penalty: 4371.391602
	Iteration 43Q: 3 clusters Score -560899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -560903.875000 Penalty: 4371.391602
	Iteration 44Q: 3 clusters Score -560903.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -560906.562500 Penalty: 4371.391602
	Iteration 45Q: 3 clusters Score -560906.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -560914.250000 Penalty: 4371.391602
	Iteration 46Q: 3 clusters Score -560914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -560918.625000 Penalty: 4371.391602
	Iteration 47Q: 3 clusters Score -560918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -560922.562500 Penalty: 4371.391602
	Iteration 48Q: 3 clusters Score -560922.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -560923.062500 Penalty: 4371.391602
	Iteration 49Q: 3 clusters Score -560923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -560926.750000 Penalty: 4371.391602
	Iteration 50Q: 3 clusters Score -560926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -560928.500000 Penalty: 4371.391602
	Iteration 51Q: 3 clusters Score -560928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -560929.562500 Penalty: 4371.391602
	Iteration 52Q: 3 clusters Score -560929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -560929.500000 Penalty: 4371.391602
	Iteration 53Q: 3 clusters Score -560929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -560930.937500 Penalty: 4371.391602
	Iteration 54Q: 3 clusters Score -560930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -560931.562500 Penalty: 4371.391602
	Iteration 55Q: 3 clusters Score -560931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -560931.562500 Penalty: 4371.391602
	Iteration 56F: 3 clusters Score -560931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -736514.437500 Penalty: 2258.255371
	Iteration 0F: 2 clusters Score -736514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -729437.937500 Penalty: 4516.510742
	Iteration 0F: 3 clusters Score -729437.9 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -731810.625000 Penalty: 4516.510742
	Iteration 1F: 3 clusters Score -731810.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -732791.812500 Penalty: 4516.510742
	Iteration 2F: 3 clusters Score -732791.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -733552.687500 Penalty: 4516.510742
	Iteration 3F: 3 clusters Score -733552.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -734205.875000 Penalty: 4516.510742
	Iteration 4F: 3 clusters Score -734205.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -734772.187500 Penalty: 4516.510742
	Iteration 5F: 3 clusters Score -734772.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -735268.312500 Penalty: 4516.510742
	Iteration 6F: 3 clusters Score -735268.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -735792.812500 Penalty: 4516.510742
	Iteration 7Q: 3 clusters Score -735792.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -736263.937500 Penalty: 4516.510742
	Iteration 8Q: 3 clusters Score -736263.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -736590.187500 Penalty: 4516.510742
	Iteration 9Q: 3 clusters Score -736590.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -736791.500000 Penalty: 4516.510742
	Iteration 10Q: 3 clusters Score -736791.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -736927.125000 Penalty: 4516.510742
	Iteration 11Q: 3 clusters Score -736927.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -737025.875000 Penalty: 4516.510742
	Iteration 12Q: 3 clusters Score -737025.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -737081.375000 Penalty: 4516.510742
	Iteration 13Q: 3 clusters Score -737081.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -737103.812500 Penalty: 4516.510742
	Iteration 14Q: 3 clusters Score -737103.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -737117.187500 Penalty: 4516.510742
	Iteration 15Q: 3 clusters Score -737117.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -737126.312500 Penalty: 4516.510742
	Iteration 16Q: 3 clusters Score -737126.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -737127.500000 Penalty: 4516.510742
	Iteration 17Q: 3 clusters Score -737127.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -737130.750000 Penalty: 4516.510742
	Iteration 18Q: 3 clusters Score -737130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -737130.375000 Penalty: 4516.510742
	Iteration 19Q: 3 clusters Score -737130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -737130.812500 Penalty: 4516.510742
	Iteration 20F: 3 clusters Score -737130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38225 members 
Mstep: Class 3 contains 206394 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 108381 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 451151 members 
Mstep: Class 8 contains 67819 members 
Mstep: Class 9 contains 29294 members 
Mstep: Class 10 contains 24188 members 
Mstep: Class 11 contains 127058 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 34097 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 209769 members 
Mstep: Class 22 contains 153698 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 9658 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 5962 members 
Mstep: Class 28 contains 26667 members 
Mstep: Class 29 contains 18882 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15146 members 
Mstep: Class 32 contains 3046 members 
Entering Unmasked Estep 
Score: -146445264.000000 Penalty: 113876.406250
Splitting cluster 27 changes total score from -146445856.000000 to -146445264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (26667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Entering Unmasked Estep 
Score: -2283843.750000 Penalty: 2527.413086
	Iteration 0F: 2 clusters Score -2283844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2265433.250000 Penalty: 5054.826172
	Iteration 0F: 3 clusters Score -2265433 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2271880.250000 Penalty: 5054.826172
	Iteration 1F: 3 clusters Score -2271880 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2272329.500000 Penalty: 5054.826172
	Iteration 2Q: 3 clusters Score -2272330 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2272761.500000 Penalty: 5054.826172
	Iteration 3Q: 3 clusters Score -2272762 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2273252.000000 Penalty: 5054.826172
	Iteration 4Q: 3 clusters Score -2273252 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2273915.000000 Penalty: 5054.826172
	Iteration 5Q: 3 clusters Score -2273915 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2274844.000000 Penalty: 5054.826172
	Iteration 6F: 3 clusters Score -2274844 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2276073.250000 Penalty: 5054.826172
	Iteration 7F: 3 clusters Score -2276073 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2277335.750000 Penalty: 5054.826172
	Iteration 8F: 3 clusters Score -2277336 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2278528.000000 Penalty: 5054.826172
	Iteration 9F: 3 clusters Score -2278528 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2279543.000000 Penalty: 5054.826172
	Iteration 10Q: 3 clusters Score -2279543 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2280472.000000 Penalty: 5054.826172
	Iteration 11Q: 3 clusters Score -2280472 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2281293.750000 Penalty: 5054.826172
	Iteration 12Q: 3 clusters Score -2281294 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2281725.750000 Penalty: 5054.826172
	Iteration 13Q: 3 clusters Score -2281726 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2281887.750000 Penalty: 5054.826172
	Iteration 14Q: 3 clusters Score -2281888 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2281965.500000 Penalty: 5054.826172
	Iteration 15Q: 3 clusters Score -2281966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2282003.750000 Penalty: 5054.826172
	Iteration 16Q: 3 clusters Score -2282004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2282049.500000 Penalty: 5054.826172
	Iteration 17Q: 3 clusters Score -2282050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2282086.000000 Penalty: 5054.826172
	Iteration 18Q: 3 clusters Score -2282086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2282106.500000 Penalty: 5054.826172
	Iteration 19Q: 3 clusters Score -2282106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2282119.750000 Penalty: 5054.826172
	Iteration 20F: 3 clusters Score -2282120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2282128.750000 Penalty: 5054.826172
	Iteration 21Q: 3 clusters Score -2282129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2282137.000000 Penalty: 5054.826172
	Iteration 22Q: 3 clusters Score -2282137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2282136.750000 Penalty: 5054.826172
	Iteration 23Q: 3 clusters Score -2282137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2282141.500000 Penalty: 5054.826172
	Iteration 24Q: 3 clusters Score -2282142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2282143.500000 Penalty: 5054.826172
	Iteration 25Q: 3 clusters Score -2282144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2282142.250000 Penalty: 5054.826172
	Iteration 26Q: 3 clusters Score -2282142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2282150.750000 Penalty: 5054.826172
	Iteration 27Q: 3 clusters Score -2282151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2282156.250000 Penalty: 5054.826172
	Iteration 28Q: 3 clusters Score -2282156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2282154.000000 Penalty: 5054.826172
	Iteration 29Q: 3 clusters Score -2282154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2282149.500000 Penalty: 5054.826172
	Iteration 30Q: 3 clusters Score -2282150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2282152.250000 Penalty: 5054.826172
	Iteration 31Q: 3 clusters Score -2282152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2282152.750000 Penalty: 5054.826172
	Iteration 32Q: 3 clusters Score -2282153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2282154.250000 Penalty: 5054.826172
	Iteration 33Q: 3 clusters Score -2282154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2282157.500000 Penalty: 5054.826172
	Iteration 34Q: 3 clusters Score -2282158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2282153.750000 Penalty: 5054.826172
	Iteration 35Q: 3 clusters Score -2282154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2282157.000000 Penalty: 5054.826172
	Iteration 36Q: 3 clusters Score -2282157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2282162.750000 Penalty: 5054.826172
	Iteration 37Q: 3 clusters Score -2282163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2282163.750000 Penalty: 5054.826172
	Iteration 38Q: 3 clusters Score -2282164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2282165.500000 Penalty: 5054.826172
	Iteration 39Q: 3 clusters Score -2282166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2282168.000000 Penalty: 5054.826172
	Iteration 40F: 3 clusters Score -2282168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2282164.750000 Penalty: 5054.826172
	Iteration 41Q: 3 clusters Score -2282165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2282168.500000 Penalty: 5054.826172
	Iteration 42Q: 3 clusters Score -2282168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2282170.750000 Penalty: 5054.826172
	Iteration 43Q: 3 clusters Score -2282171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2282168.500000 Penalty: 5054.826172
	Iteration 44Q: 3 clusters Score -2282168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2282169.000000 Penalty: 5054.826172
	Iteration 45Q: 3 clusters Score -2282169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2282169.000000 Penalty: 5054.826172
	Iteration 46Q: 3 clusters Score -2282169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2282167.500000 Penalty: 5054.826172
	Iteration 47Q: 3 clusters Score -2282168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2282167.750000 Penalty: 5054.826172
	Iteration 48Q: 3 clusters Score -2282168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2282167.750000 Penalty: 5054.826172
	Iteration 49F: 3 clusters Score -2282168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Entering Unmasked Estep 
Score: -1511306.000000 Penalty: 2441.799072
	Iteration 0F: 2 clusters Score -1511306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1497890.250000 Penalty: 4883.598145
	Iteration 0F: 3 clusters Score -1497890 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1502399.250000 Penalty: 4883.598145
	Iteration 1F: 3 clusters Score -1502399 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1502937.125000 Penalty: 4883.598145
	Iteration 2F: 3 clusters Score -1502937 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1503386.875000 Penalty: 4883.598145
	Iteration 3F: 3 clusters Score -1503387 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1503770.500000 Penalty: 4883.598145
	Iteration 4Q: 3 clusters Score -1503770 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1504082.875000 Penalty: 4883.598145
	Iteration 5Q: 3 clusters Score -1504083 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1504350.250000 Penalty: 4883.598145
	Iteration 6Q: 3 clusters Score -1504350 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1504595.000000 Penalty: 4883.598145
	Iteration 7Q: 3 clusters Score -1504595 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1504811.125000 Penalty: 4883.598145
	Iteration 8Q: 3 clusters Score -1504811 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1505005.375000 Penalty: 4883.598145
	Iteration 9Q: 3 clusters Score -1505005 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1505179.500000 Penalty: 4883.598145
	Iteration 10Q: 3 clusters Score -1505180 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1505324.000000 Penalty: 4883.598145
	Iteration 11Q: 3 clusters Score -1505324 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1505438.000000 Penalty: 4883.598145
	Iteration 12Q: 3 clusters Score -1505438 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1505548.500000 Penalty: 4883.598145
	Iteration 13Q: 3 clusters Score -1505548 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1505636.500000 Penalty: 4883.598145
	Iteration 14Q: 3 clusters Score -1505636 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1505732.875000 Penalty: 4883.598145
	Iteration 15Q: 3 clusters Score -1505733 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1505824.375000 Penalty: 4883.598145
	Iteration 16Q: 3 clusters Score -1505824 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1505927.250000 Penalty: 4883.598145
	Iteration 17Q: 3 clusters Score -1505927 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1506021.000000 Penalty: 4883.598145
	Iteration 18Q: 3 clusters Score -1506021 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1506158.125000 Penalty: 4883.598145
	Iteration 19Q: 3 clusters Score -1506158 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1506314.000000 Penalty: 4883.598145
	Iteration 20F: 3 clusters Score -1506314 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1506504.750000 Penalty: 4883.598145
	Iteration 21Q: 3 clusters Score -1506505 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1506715.375000 Penalty: 4883.598145
	Iteration 22Q: 3 clusters Score -1506715 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1506951.750000 Penalty: 4883.598145
	Iteration 23Q: 3 clusters Score -1506952 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1507148.125000 Penalty: 4883.598145
	Iteration 24Q: 3 clusters Score -1507148 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1507292.125000 Penalty: 4883.598145
	Iteration 25Q: 3 clusters Score -1507292 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1507410.250000 Penalty: 4883.598145
	Iteration 26Q: 3 clusters Score -1507410 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1507494.500000 Penalty: 4883.598145
	Iteration 27Q: 3 clusters Score -1507494 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1507550.250000 Penalty: 4883.598145
	Iteration 28Q: 3 clusters Score -1507550 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1507613.000000 Penalty: 4883.598145
	Iteration 29Q: 3 clusters Score -1507613 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1507655.875000 Penalty: 4883.598145
	Iteration 30Q: 3 clusters Score -1507656 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1507708.875000 Penalty: 4883.598145
	Iteration 31Q: 3 clusters Score -1507709 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1507751.875000 Penalty: 4883.598145
	Iteration 32Q: 3 clusters Score -1507752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1507788.500000 Penalty: 4883.598145
	Iteration 33Q: 3 clusters Score -1507788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1507822.000000 Penalty: 4883.598145
	Iteration 34Q: 3 clusters Score -1507822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1507877.375000 Penalty: 4883.598145
	Iteration 35Q: 3 clusters Score -1507877 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1507910.125000 Penalty: 4883.598145
	Iteration 36Q: 3 clusters Score -1507910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1507944.000000 Penalty: 4883.598145
	Iteration 37Q: 3 clusters Score -1507944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1507990.250000 Penalty: 4883.598145
	Iteration 38Q: 3 clusters Score -1507990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1508047.000000 Penalty: 4883.598145
	Iteration 39Q: 3 clusters Score -1508047 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1508088.875000 Penalty: 4883.598145
	Iteration 40F: 3 clusters Score -1508089 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1508124.500000 Penalty: 4883.598145
	Iteration 41Q: 3 clusters Score -1508124 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1508167.875000 Penalty: 4883.598145
	Iteration 42Q: 3 clusters Score -1508168 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1508217.625000 Penalty: 4883.598145
	Iteration 43Q: 3 clusters Score -1508218 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1508278.000000 Penalty: 4883.598145
	Iteration 44Q: 3 clusters Score -1508278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1508331.250000 Penalty: 4883.598145
	Iteration 45Q: 3 clusters Score -1508331 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1508391.125000 Penalty: 4883.598145
	Iteration 46Q: 3 clusters Score -1508391 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1508441.250000 Penalty: 4883.598145
	Iteration 47Q: 3 clusters Score -1508441 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1508508.375000 Penalty: 4883.598145
	Iteration 48Q: 3 clusters Score -1508508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1508576.000000 Penalty: 4883.598145
	Iteration 49Q: 3 clusters Score -1508576 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1508639.875000 Penalty: 4883.598145
	Iteration 50Q: 3 clusters Score -1508640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1508706.750000 Penalty: 4883.598145
	Iteration 51Q: 3 clusters Score -1508707 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1508761.750000 Penalty: 4883.598145
	Iteration 52Q: 3 clusters Score -1508762 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1508820.625000 Penalty: 4883.598145
	Iteration 53Q: 3 clusters Score -1508821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1508878.000000 Penalty: 4883.598145
	Iteration 54Q: 3 clusters Score -1508878 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1508931.250000 Penalty: 4883.598145
	Iteration 55Q: 3 clusters Score -1508931 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1508991.625000 Penalty: 4883.598145
	Iteration 56Q: 3 clusters Score -1508992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1509046.875000 Penalty: 4883.598145
	Iteration 57Q: 3 clusters Score -1509047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1509105.625000 Penalty: 4883.598145
	Iteration 58Q: 3 clusters Score -1509106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1509149.625000 Penalty: 4883.598145
	Iteration 59Q: 3 clusters Score -1509150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1509187.250000 Penalty: 4883.598145
	Iteration 60F: 3 clusters Score -1509187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1509224.500000 Penalty: 4883.598145
	Iteration 61Q: 3 clusters Score -1509224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1509258.750000 Penalty: 4883.598145
	Iteration 62Q: 3 clusters Score -1509259 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1509293.125000 Penalty: 4883.598145
	Iteration 63Q: 3 clusters Score -1509293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1509318.125000 Penalty: 4883.598145
	Iteration 64Q: 3 clusters Score -1509318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1509338.000000 Penalty: 4883.598145
	Iteration 65Q: 3 clusters Score -1509338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1509362.375000 Penalty: 4883.598145
	Iteration 66Q: 3 clusters Score -1509362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1509378.500000 Penalty: 4883.598145
	Iteration 67Q: 3 clusters Score -1509378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1509395.125000 Penalty: 4883.598145
	Iteration 68Q: 3 clusters Score -1509395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1509404.500000 Penalty: 4883.598145
	Iteration 69Q: 3 clusters Score -1509404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1509414.625000 Penalty: 4883.598145
	Iteration 70Q: 3 clusters Score -1509415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1509423.750000 Penalty: 4883.598145
	Iteration 71Q: 3 clusters Score -1509424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1509428.625000 Penalty: 4883.598145
	Iteration 72Q: 3 clusters Score -1509429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1509432.875000 Penalty: 4883.598145
	Iteration 73Q: 3 clusters Score -1509433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1509441.875000 Penalty: 4883.598145
	Iteration 74Q: 3 clusters Score -1509442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1509446.625000 Penalty: 4883.598145
	Iteration 75Q: 3 clusters Score -1509447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1509449.125000 Penalty: 4883.598145
	Iteration 76Q: 3 clusters Score -1509449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1509455.250000 Penalty: 4883.598145
	Iteration 77Q: 3 clusters Score -1509455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1509460.125000 Penalty: 4883.598145
	Iteration 78Q: 3 clusters Score -1509460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1509463.500000 Penalty: 4883.598145
	Iteration 79Q: 3 clusters Score -1509464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1509467.625000 Penalty: 4883.598145
	Iteration 80F: 3 clusters Score -1509468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1509467.000000 Penalty: 4883.598145
	Iteration 81Q: 3 clusters Score -1509467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1509469.250000 Penalty: 4883.598145
	Iteration 82Q: 3 clusters Score -1509469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1509471.875000 Penalty: 4883.598145
	Iteration 83Q: 3 clusters Score -1509472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1509473.625000 Penalty: 4883.598145
	Iteration 84Q: 3 clusters Score -1509474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1509474.750000 Penalty: 4883.598145
	Iteration 85Q: 3 clusters Score -1509475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1509474.750000 Penalty: 4883.598145
	Iteration 86Q: 3 clusters Score -1509475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1509481.375000 Penalty: 4883.598145
	Iteration 87Q: 3 clusters Score -1509481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1509482.125000 Penalty: 4883.598145
	Iteration 88Q: 3 clusters Score -1509482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1509487.125000 Penalty: 4883.598145
	Iteration 89Q: 3 clusters Score -1509487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1509486.250000 Penalty: 4883.598145
	Iteration 90Q: 3 clusters Score -1509486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1509487.000000 Penalty: 4883.598145
	Iteration 91Q: 3 clusters Score -1509487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1509490.625000 Penalty: 4883.598145
	Iteration 92Q: 3 clusters Score -1509491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1509490.625000 Penalty: 4883.598145
	Iteration 93Q: 3 clusters Score -1509491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1509490.750000 Penalty: 4883.598145
	Iteration 94Q: 3 clusters Score -1509491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1509489.750000 Penalty: 4883.598145
	Iteration 95Q: 3 clusters Score -1509490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1509494.750000 Penalty: 4883.598145
	Iteration 96Q: 3 clusters Score -1509495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1509494.500000 Penalty: 4883.598145
	Iteration 97Q: 3 clusters Score -1509494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1509495.875000 Penalty: 4883.598145
	Iteration 98Q: 3 clusters Score -1509496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1509496.125000 Penalty: 4883.598145
	Iteration 99Q: 3 clusters Score -1509496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1509496.375000 Penalty: 4883.598145
	Iteration 100F: 3 clusters Score -1509496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -169826.218750 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -169826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -167166.203125 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -167166.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167637.781250 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -167637.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -167764.578125 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -167764.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -167832.671875 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -167832.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -167882.640625 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -167882.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -167932.078125 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -167932.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167966.562500 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -167966.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -167996.312500 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -167996.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -168014.609375 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -168014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -168029.562500 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -168029.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -168046.343750 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -168046.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -168072.906250 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -168072.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -168103.671875 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -168103.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -168142.500000 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -168142.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -168179.734375 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -168179.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -168212.109375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -168212.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -168245.234375 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -168245.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -168262.281250 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -168262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -168269.796875 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -168269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -168279.328125 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -168279.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -168296.890625 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -168296.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -168321.218750 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -168321.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -168337.390625 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -168337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -168342.593750 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -168342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -168350.218750 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -168350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -168362.078125 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -168362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -168370.984375 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -168371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -168382.031250 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -168382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -168394.671875 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -168394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -168402.390625 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -168402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -168410.750000 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -168410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -168420.640625 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -168420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -168427.296875 Penalty: 3777.187988
	Iteration 32Q: 3 clusters Score -168427.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -168435.546875 Penalty: 3777.187988
	Iteration 33Q: 3 clusters Score -168435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168439.640625 Penalty: 3777.187988
	Iteration 34Q: 3 clusters Score -168439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -168442.031250 Penalty: 3777.187988
	Iteration 35Q: 3 clusters Score -168442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168443.234375 Penalty: 3777.187988
	Iteration 36Q: 3 clusters Score -168443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168443.234375 Penalty: 3777.187988
	Iteration 37F: 3 clusters Score -168443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38225 members 
Mstep: Class 3 contains 206394 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 108381 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 451151 members 
Mstep: Class 8 contains 67819 members 
Mstep: Class 9 contains 29294 members 
Mstep: Class 10 contains 24188 members 
Mstep: Class 11 contains 127058 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 34097 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 209769 members 
Mstep: Class 22 contains 153698 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 9658 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26667 members 
Mstep: Class 29 contains 18882 members 
Mstep: Class 30 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146448336.000000 Penalty: 110317.765625
Iteration 119Q: 32 clusters Score -1.464483e+08 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 38226 members 
Mstep: Class 3 contains 207118 members 
Mstep: Class 4 contains 37521 members 
Mstep: Class 5 contains 108734 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 451018 members 
Mstep: Class 8 contains 67940 members 
Mstep: Class 9 contains 28686 members 
Mstep: Class 10 contains 24261 members 
Mstep: Class 11 contains 127041 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 22378 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 34080 members 
Mstep: Class 17 contains 15793 members 
Mstep: Class 18 contains 26085 members 
Mstep: Class 19 contains 308 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 209926 members 
Mstep: Class 22 contains 153841 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 9696 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9009 members 
Mstep: Class 28 contains 26637 members 
Mstep: Class 29 contains 18874 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 13682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146449920.000000 Penalty: 110317.765625
Iteration 120F: 32 clusters Score -1.464499e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 38224 members 
Mstep: Class 3 contains 207032 members 
Mstep: Class 4 contains 37726 members 
Mstep: Class 5 contains 109074 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 450542 members 
Mstep: Class 8 contains 67983 members 
Mstep: Class 9 contains 28266 members 
Mstep: Class 10 contains 24323 members 
Mstep: Class 11 contains 127000 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 17 contains 15854 members 
Mstep: Class 18 contains 26086 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 2775 members 
Mstep: Class 21 contains 209911 members 
Mstep: Class 22 contains 153818 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 9732 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9009 members 
Mstep: Class 28 contains 26592 members 
Mstep: Class 29 contains 18859 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451296.000000 Penalty: 110317.765625
Iteration 121Q: 32 clusters Score -1.464513e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 38214 members 
Mstep: Class 3 contains 206879 members 
Mstep: Class 4 contains 37947 members 
Mstep: Class 5 contains 109420 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 450111 members 
Mstep: Class 8 contains 67993 members 
Mstep: Class 9 contains 27990 members 
Mstep: Class 10 contains 24374 members 
Mstep: Class 11 contains 126968 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 22729 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 33825 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 26092 members 
Mstep: Class 19 contains 306 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 209883 members 
Mstep: Class 22 contains 153788 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 9769 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26538 members 
Mstep: Class 29 contains 18847 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451696.000000 Penalty: 110317.765625
Iteration 122Q: 32 clusters Score -1.464517e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 38201 members 
Mstep: Class 3 contains 206683 members 
Mstep: Class 4 contains 38146 members 
Mstep: Class 5 contains 109739 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 449675 members 
Mstep: Class 8 contains 68019 members 
Mstep: Class 9 contains 27827 members 
Mstep: Class 10 contains 24411 members 
Mstep: Class 11 contains 126934 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 22927 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 33725 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 26096 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 209850 members 
Mstep: Class 22 contains 153768 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 26489 members 
Mstep: Class 29 contains 18837 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452208.000000 Penalty: 110317.765625
Iteration 123Q: 32 clusters Score -1.464522e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 38182 members 
Mstep: Class 3 contains 206464 members 
Mstep: Class 4 contains 38332 members 
Mstep: Class 5 contains 110074 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 449201 members 
Mstep: Class 8 contains 68043 members 
Mstep: Class 9 contains 27721 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 126881 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 23184 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 33621 members 
Mstep: Class 17 contains 15975 members 
Mstep: Class 18 contains 26095 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 209832 members 
Mstep: Class 22 contains 153764 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 9838 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6730 members 
Mstep: Class 27 contains 9009 members 
Mstep: Class 28 contains 26444 members 
Mstep: Class 29 contains 18801 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452384.000000 Penalty: 110317.765625
Iteration 124Q: 32 clusters Score -1.464524e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 38178 members 
Mstep: Class 3 contains 206226 members 
Mstep: Class 4 contains 38515 members 
Mstep: Class 5 contains 110403 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 448722 members 
Mstep: Class 8 contains 68062 members 
Mstep: Class 9 contains 27626 members 
Mstep: Class 10 contains 24453 members 
Mstep: Class 11 contains 126848 members 
Mstep: Class 12 contains 15417 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 23448 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 33553 members 
Mstep: Class 17 contains 16010 members 
Mstep: Class 18 contains 26095 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 209818 members 
Mstep: Class 22 contains 153760 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 9855 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 6735 members 
Mstep: Class 27 contains 9011 members 
Mstep: Class 28 contains 26404 members 
Mstep: Class 29 contains 18778 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452208.000000 Penalty: 110317.765625
Iteration 125Q: 32 clusters Score -1.464522e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 38167 members 
Mstep: Class 3 contains 206018 members 
Mstep: Class 4 contains 38667 members 
Mstep: Class 5 contains 110707 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 448258 members 
Mstep: Class 8 contains 68083 members 
Mstep: Class 9 contains 27567 members 
Mstep: Class 10 contains 24470 members 
Mstep: Class 11 contains 126757 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 23766 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 16046 members 
Mstep: Class 18 contains 26094 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 209797 members 
Mstep: Class 22 contains 153778 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 9860 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 9012 members 
Mstep: Class 28 contains 26365 members 
Mstep: Class 29 contains 18761 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146452736.000000 Penalty: 110317.765625
Iteration 126Q: 32 clusters Score -1.464527e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 38156 members 
Mstep: Class 3 contains 205811 members 
Mstep: Class 4 contains 38824 members 
Mstep: Class 5 contains 111004 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 447823 members 
Mstep: Class 8 contains 68096 members 
Mstep: Class 9 contains 27510 members 
Mstep: Class 10 contains 24479 members 
Mstep: Class 11 contains 126682 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 24096 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 33409 members 
Mstep: Class 17 contains 16076 members 
Mstep: Class 18 contains 26101 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 209763 members 
Mstep: Class 22 contains 153784 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 9883 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6740 members 
Mstep: Class 27 contains 9012 members 
Mstep: Class 28 contains 26313 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146453392.000000 Penalty: 110317.765625
Iteration 127Q: 32 clusters Score -1.464534e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 38147 members 
Mstep: Class 3 contains 205606 members 
Mstep: Class 4 contains 38951 members 
Mstep: Class 5 contains 111326 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 447285 members 
Mstep: Class 8 contains 68099 members 
Mstep: Class 9 contains 27486 members 
Mstep: Class 10 contains 24486 members 
Mstep: Class 11 contains 126599 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 24489 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 33329 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 26098 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 209731 members 
Mstep: Class 22 contains 153822 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 9898 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6742 members 
Mstep: Class 27 contains 9012 members 
Mstep: Class 28 contains 26261 members 
Mstep: Class 29 contains 18740 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146453328.000000 Penalty: 110317.765625
Iteration 128Q: 32 clusters Score -1.464533e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 38125 members 
Mstep: Class 3 contains 205392 members 
Mstep: Class 4 contains 39035 members 
Mstep: Class 5 contains 111668 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 446702 members 
Mstep: Class 8 contains 68106 members 
Mstep: Class 9 contains 27461 members 
Mstep: Class 10 contains 24490 members 
Mstep: Class 11 contains 126483 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 4658 members 
Mstep: Class 14 contains 24948 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 33245 members 
Mstep: Class 17 contains 16116 members 
Mstep: Class 18 contains 26096 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 209713 members 
Mstep: Class 22 contains 153903 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6741 members 
Mstep: Class 27 contains 9013 members 
Mstep: Class 28 contains 26222 members 
Mstep: Class 29 contains 18720 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146453472.000000 Penalty: 110317.765625
Iteration 129Q: 32 clusters Score -1.464535e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 38115 members 
Mstep: Class 3 contains 205199 members 
Mstep: Class 4 contains 39103 members 
Mstep: Class 5 contains 111977 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 446045 members 
Mstep: Class 8 contains 68117 members 
Mstep: Class 9 contains 27437 members 
Mstep: Class 10 contains 24500 members 
Mstep: Class 11 contains 126334 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 25476 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 33166 members 
Mstep: Class 17 contains 16137 members 
Mstep: Class 18 contains 26100 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 209688 members 
Mstep: Class 22 contains 154000 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6739 members 
Mstep: Class 27 contains 9014 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 18694 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146453984.000000 Penalty: 110317.765625
Iteration 130Q: 32 clusters Score -1.46454e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 38101 members 
Mstep: Class 3 contains 205022 members 
Mstep: Class 4 contains 39171 members 
Mstep: Class 5 contains 112316 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 445225 members 
Mstep: Class 8 contains 68135 members 
Mstep: Class 9 contains 27420 members 
Mstep: Class 10 contains 24502 members 
Mstep: Class 11 contains 126198 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 26050 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 33072 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 18 contains 26102 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 209691 members 
Mstep: Class 22 contains 154136 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6739 members 
Mstep: Class 27 contains 9017 members 
Mstep: Class 28 contains 26144 members 
Mstep: Class 29 contains 18680 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14706 members 
Entering Unmasked Estep 
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Score: -146454384.000000 Penalty: 110317.765625
Iteration 131Q: 32 clusters Score -1.464544e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 38096 members 
Mstep: Class 3 contains 204832 members 
Mstep: Class 4 contains 39235 members 
Mstep: Class 5 contains 112636 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 444394 members 
Mstep: Class 8 contains 68150 members 
Mstep: Class 9 contains 27403 members 
Mstep: Class 10 contains 24508 members 
Mstep: Class 11 contains 126082 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 26636 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 32955 members 
Mstep: Class 17 contains 16169 members 
Mstep: Class 18 contains 26103 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 209669 members 
Mstep: Class 22 contains 154308 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 10173 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6741 members 
Mstep: Class 27 contains 9018 members 
Mstep: Class 28 contains 26105 members 
Mstep: Class 29 contains 18667 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146455040.000000 Penalty: 110317.765625
Iteration 132Q: 32 clusters Score -1.46455e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 38093 members 
Mstep: Class 3 contains 204675 members 
Mstep: Class 4 contains 39279 members 
Mstep: Class 5 contains 112952 members 
Mstep: Class 6 contains 23054 members 
Mstep: Class 7 contains 443446 members 
Mstep: Class 8 contains 68170 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 24530 members 
Mstep: Class 11 contains 125974 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 32826 members 
Mstep: Class 17 contains 16177 members 
Mstep: Class 18 contains 26113 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 209631 members 
Mstep: Class 22 contains 154540 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 10282 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6740 members 
Mstep: Class 27 contains 9019 members 
Mstep: Class 28 contains 26072 members 
Mstep: Class 29 contains 18644 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146455152.000000 Penalty: 110317.765625
Iteration 133Q: 32 clusters Score -1.464552e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 38086 members 
Mstep: Class 3 contains 204480 members 
Mstep: Class 4 contains 39333 members 
Mstep: Class 5 contains 113233 members 
Mstep: Class 6 contains 23055 members 
Mstep: Class 7 contains 442482 members 
Mstep: Class 8 contains 68200 members 
Mstep: Class 9 contains 27378 members 
Mstep: Class 10 contains 24542 members 
Mstep: Class 11 contains 125890 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 27994 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 32691 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 18 contains 26129 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 209553 members 
Mstep: Class 22 contains 154800 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 10378 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6742 members 
Mstep: Class 27 contains 9019 members 
Mstep: Class 28 contains 26046 members 
Mstep: Class 29 contains 18623 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146455040.000000 Penalty: 110317.765625
Iteration 134Q: 32 clusters Score -1.46455e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 38073 members 
Mstep: Class 3 contains 204305 members 
Mstep: Class 4 contains 39366 members 
Mstep: Class 5 contains 113455 members 
Mstep: Class 6 contains 23070 members 
Mstep: Class 7 contains 441454 members 
Mstep: Class 8 contains 68234 members 
Mstep: Class 9 contains 27366 members 
Mstep: Class 10 contains 24555 members 
Mstep: Class 11 contains 125795 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 28794 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 32573 members 
Mstep: Class 17 contains 16196 members 
Mstep: Class 18 contains 26150 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 209474 members 
Mstep: Class 22 contains 155093 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 10492 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6742 members 
Mstep: Class 27 contains 9020 members 
Mstep: Class 28 contains 26015 members 
Mstep: Class 29 contains 18577 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146455664.000000 Penalty: 110317.765625
Iteration 135Q: 32 clusters Score -1.464557e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 38063 members 
Mstep: Class 3 contains 204139 members 
Mstep: Class 4 contains 39401 members 
Mstep: Class 5 contains 113651 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 440365 members 
Mstep: Class 8 contains 68280 members 
Mstep: Class 9 contains 27362 members 
Mstep: Class 10 contains 24561 members 
Mstep: Class 11 contains 125742 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 29577 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 32445 members 
Mstep: Class 17 contains 16197 members 
Mstep: Class 18 contains 26163 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 209381 members 
Mstep: Class 22 contains 155435 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 10620 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6738 members 
Mstep: Class 27 contains 9020 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 18548 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14792 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 32 clusters Score -1.464562e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 38040 members 
Mstep: Class 3 contains 203990 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 113852 members 
Mstep: Class 6 contains 23099 members 
Mstep: Class 7 contains 439139 members 
Mstep: Class 8 contains 68305 members 
Mstep: Class 9 contains 27345 members 
Mstep: Class 10 contains 24570 members 
Mstep: Class 11 contains 125760 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 32339 members 
Mstep: Class 17 contains 16202 members 
Mstep: Class 18 contains 26173 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 209268 members 
Mstep: Class 22 contains 155872 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6740 members 
Mstep: Class 27 contains 9022 members 
Mstep: Class 28 contains 25957 members 
Mstep: Class 29 contains 18535 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14805 members 
Entering Unmasked Estep 
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Iteration 137Q: 32 clusters Score -1.464568e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 38017 members 
Mstep: Class 3 contains 203896 members 
Mstep: Class 4 contains 39444 members 
Mstep: Class 5 contains 114026 members 
Mstep: Class 6 contains 23107 members 
Mstep: Class 7 contains 437935 members 
Mstep: Class 8 contains 68316 members 
Mstep: Class 9 contains 27330 members 
Mstep: Class 10 contains 24580 members 
Mstep: Class 11 contains 125802 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 31110 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 32249 members 
Mstep: Class 17 contains 16211 members 
Mstep: Class 18 contains 26180 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 209125 members 
Mstep: Class 22 contains 156300 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 10859 members 
Mstep: Class 25 contains 3530 members 
Mstep: Class 26 contains 6742 members 
Mstep: Class 27 contains 9022 members 
Mstep: Class 28 contains 25932 members 
Mstep: Class 29 contains 18539 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146457168.000000 Penalty: 110317.765625
Iteration 138Q: 32 clusters Score -1.464572e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 37997 members 
Mstep: Class 3 contains 203776 members 
Mstep: Class 4 contains 39478 members 
Mstep: Class 5 contains 114159 members 
Mstep: Class 6 contains 23111 members 
Mstep: Class 7 contains 436735 members 
Mstep: Class 8 contains 68352 members 
Mstep: Class 9 contains 27326 members 
Mstep: Class 10 contains 24596 members 
Mstep: Class 11 contains 125836 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 31879 members 
Mstep: Class 15 contains 4246 members 
Mstep: Class 16 contains 32158 members 
Mstep: Class 17 contains 16218 members 
Mstep: Class 18 contains 26182 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 208982 members 
Mstep: Class 22 contains 156751 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 10976 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6749 members 
Mstep: Class 27 contains 9023 members 
Mstep: Class 28 contains 25905 members 
Mstep: Class 29 contains 18516 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146457744.000000 Penalty: 110317.765625
Iteration 139Q: 32 clusters Score -1.464577e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 37982 members 
Mstep: Class 3 contains 203666 members 
Mstep: Class 4 contains 39512 members 
Mstep: Class 5 contains 114287 members 
Mstep: Class 6 contains 23104 members 
Mstep: Class 7 contains 435519 members 
Mstep: Class 8 contains 68352 members 
Mstep: Class 9 contains 27332 members 
Mstep: Class 10 contains 24605 members 
Mstep: Class 11 contains 125869 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 32664 members 
Mstep: Class 15 contains 4250 members 
Mstep: Class 16 contains 32070 members 
Mstep: Class 17 contains 16219 members 
Mstep: Class 18 contains 26184 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 208829 members 
Mstep: Class 22 contains 157253 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11085 members 
Mstep: Class 25 contains 3533 members 
Mstep: Class 26 contains 6752 members 
Mstep: Class 27 contains 9023 members 
Mstep: Class 28 contains 25879 members 
Mstep: Class 29 contains 18496 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146458656.000000 Penalty: 110317.765625
Iteration 140F: 32 clusters Score -1.464587e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 37967 members 
Mstep: Class 3 contains 203562 members 
Mstep: Class 4 contains 39562 members 
Mstep: Class 5 contains 114395 members 
Mstep: Class 6 contains 23094 members 
Mstep: Class 7 contains 434156 members 
Mstep: Class 8 contains 68355 members 
Mstep: Class 9 contains 27341 members 
Mstep: Class 10 contains 24617 members 
Mstep: Class 11 contains 125890 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 33644 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 32004 members 
Mstep: Class 17 contains 16216 members 
Mstep: Class 18 contains 26181 members 
Mstep: Class 19 contains 303 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 208685 members 
Mstep: Class 22 contains 157717 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11188 members 
Mstep: Class 25 contains 3533 members 
Mstep: Class 26 contains 6756 members 
Mstep: Class 27 contains 9023 members 
Mstep: Class 28 contains 25850 members 
Mstep: Class 29 contains 18466 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146459200.000000 Penalty: 110317.765625
Iteration 141Q: 32 clusters Score -1.464592e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 37960 members 
Mstep: Class 3 contains 203390 members 
Mstep: Class 4 contains 39603 members 
Mstep: Class 5 contains 114439 members 
Mstep: Class 6 contains 23094 members 
Mstep: Class 7 contains 432742 members 
Mstep: Class 8 contains 68367 members 
Mstep: Class 9 contains 27350 members 
Mstep: Class 10 contains 24631 members 
Mstep: Class 11 contains 125908 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 34686 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 31953 members 
Mstep: Class 17 contains 16215 members 
Mstep: Class 18 contains 26177 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 208570 members 
Mstep: Class 22 contains 158273 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11260 members 
Mstep: Class 25 contains 3533 members 
Mstep: Class 26 contains 6759 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 18430 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146459952.000000 Penalty: 110317.765625
Iteration 142Q: 32 clusters Score -1.4646e+08 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 37941 members 
Mstep: Class 3 contains 203199 members 
Mstep: Class 4 contains 39618 members 
Mstep: Class 5 contains 114501 members 
Mstep: Class 6 contains 23087 members 
Mstep: Class 7 contains 431273 members 
Mstep: Class 8 contains 68396 members 
Mstep: Class 9 contains 27353 members 
Mstep: Class 10 contains 24643 members 
Mstep: Class 11 contains 125906 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 35772 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 31910 members 
Mstep: Class 17 contains 16219 members 
Mstep: Class 18 contains 26181 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 208452 members 
Mstep: Class 22 contains 158831 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11331 members 
Mstep: Class 25 contains 3533 members 
Mstep: Class 26 contains 6765 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 18427 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146460496.000000 Penalty: 110317.765625
Iteration 143Q: 32 clusters Score -1.464605e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 37914 members 
Mstep: Class 3 contains 203023 members 
Mstep: Class 4 contains 39615 members 
Mstep: Class 5 contains 114521 members 
Mstep: Class 6 contains 23083 members 
Mstep: Class 7 contains 429757 members 
Mstep: Class 8 contains 68409 members 
Mstep: Class 9 contains 27362 members 
Mstep: Class 10 contains 24655 members 
Mstep: Class 11 contains 125952 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 36924 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 31875 members 
Mstep: Class 17 contains 16233 members 
Mstep: Class 18 contains 26183 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 208322 members 
Mstep: Class 22 contains 159423 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6767 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 25804 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146460768.000000 Penalty: 110317.765625
Iteration 144Q: 32 clusters Score -1.464608e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 37902 members 
Mstep: Class 3 contains 202858 members 
Mstep: Class 4 contains 39615 members 
Mstep: Class 5 contains 114495 members 
Mstep: Class 6 contains 23078 members 
Mstep: Class 7 contains 428201 members 
Mstep: Class 8 contains 68409 members 
Mstep: Class 9 contains 27380 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 125996 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 38164 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 31829 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 26180 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 208202 members 
Mstep: Class 22 contains 160024 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11473 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25791 members 
Mstep: Class 29 contains 18355 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146461808.000000 Penalty: 110317.765625
Iteration 145Q: 32 clusters Score -1.464618e+08 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 37877 members 
Mstep: Class 3 contains 202731 members 
Mstep: Class 4 contains 39617 members 
Mstep: Class 5 contains 114480 members 
Mstep: Class 6 contains 23073 members 
Mstep: Class 7 contains 426688 members 
Mstep: Class 8 contains 68405 members 
Mstep: Class 9 contains 27382 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 125992 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 39396 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 31776 members 
Mstep: Class 17 contains 16242 members 
Mstep: Class 18 contains 26169 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 208079 members 
Mstep: Class 22 contains 160658 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 9027 members 
Mstep: Class 28 contains 25776 members 
Mstep: Class 29 contains 18308 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146462560.000000 Penalty: 110317.765625
Iteration 146Q: 32 clusters Score -1.464626e+08 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 37863 members 
Mstep: Class 3 contains 202601 members 
Mstep: Class 4 contains 39624 members 
Mstep: Class 5 contains 114428 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 425253 members 
Mstep: Class 8 contains 68394 members 
Mstep: Class 9 contains 27382 members 
Mstep: Class 10 contains 24683 members 
Mstep: Class 11 contains 125951 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 40639 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 31742 members 
Mstep: Class 17 contains 16242 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 207960 members 
Mstep: Class 22 contains 161265 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6787 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25755 members 
Mstep: Class 29 contains 18273 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146463344.000000 Penalty: 110317.765625
Iteration 147Q: 32 clusters Score -1.464633e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 37847 members 
Mstep: Class 3 contains 202475 members 
Mstep: Class 4 contains 39618 members 
Mstep: Class 5 contains 114343 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 423927 members 
Mstep: Class 8 contains 68402 members 
Mstep: Class 9 contains 27381 members 
Mstep: Class 10 contains 24694 members 
Mstep: Class 11 contains 125937 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 41846 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 31704 members 
Mstep: Class 17 contains 16236 members 
Mstep: Class 18 contains 26172 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 207809 members 
Mstep: Class 22 contains 161841 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6791 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 25739 members 
Mstep: Class 29 contains 18249 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14938 members 
Entering Unmasked Estep 
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Score: -146463360.000000 Penalty: 110317.765625
Iteration 148Q: 32 clusters Score -1.464634e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 37820 members 
Mstep: Class 3 contains 202369 members 
Mstep: Class 4 contains 39618 members 
Mstep: Class 5 contains 114241 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 422610 members 
Mstep: Class 8 contains 68405 members 
Mstep: Class 9 contains 27388 members 
Mstep: Class 10 contains 24699 members 
Mstep: Class 11 contains 125888 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 43076 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 31678 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 26173 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2968 members 
Mstep: Class 21 contains 207647 members 
Mstep: Class 22 contains 162455 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 11593 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6788 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25710 members 
Mstep: Class 29 contains 18209 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146464448.000000 Penalty: 110317.765625
Iteration 149Q: 32 clusters Score -1.464644e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 37791 members 
Mstep: Class 3 contains 202283 members 
Mstep: Class 4 contains 39619 members 
Mstep: Class 5 contains 114100 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 421388 members 
Mstep: Class 8 contains 68408 members 
Mstep: Class 9 contains 27389 members 
Mstep: Class 10 contains 24704 members 
Mstep: Class 11 contains 125840 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 44225 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 31634 members 
Mstep: Class 17 contains 16243 members 
Mstep: Class 18 contains 26175 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 207478 members 
Mstep: Class 22 contains 163078 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 11618 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6794 members 
Mstep: Class 27 contains 9027 members 
Mstep: Class 28 contains 25676 members 
Mstep: Class 29 contains 18189 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146465136.000000 Penalty: 110317.765625
Iteration 150Q: 32 clusters Score -1.464651e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 37758 members 
Mstep: Class 3 contains 202183 members 
Mstep: Class 4 contains 39622 members 
Mstep: Class 5 contains 113921 members 
Mstep: Class 6 contains 23049 members 
Mstep: Class 7 contains 420318 members 
Mstep: Class 8 contains 68398 members 
Mstep: Class 9 contains 27394 members 
Mstep: Class 10 contains 24714 members 
Mstep: Class 11 contains 125730 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 45374 members 
Mstep: Class 15 contains 4242 members 
Mstep: Class 16 contains 31597 members 
Mstep: Class 17 contains 16246 members 
Mstep: Class 18 contains 26182 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 207320 members 
Mstep: Class 22 contains 163696 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 11622 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6797 members 
Mstep: Class 27 contains 9027 members 
Mstep: Class 28 contains 25646 members 
Mstep: Class 29 contains 18143 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146465472.000000 Penalty: 110317.765625
Iteration 151Q: 32 clusters Score -1.464655e+08 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 37737 members 
Mstep: Class 3 contains 202058 members 
Mstep: Class 4 contains 39623 members 
Mstep: Class 5 contains 113726 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 419368 members 
Mstep: Class 8 contains 68406 members 
Mstep: Class 9 contains 27393 members 
Mstep: Class 10 contains 24715 members 
Mstep: Class 11 contains 125593 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 31570 members 
Mstep: Class 17 contains 16247 members 
Mstep: Class 18 contains 26181 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 207148 members 
Mstep: Class 22 contains 164232 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 11612 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 9027 members 
Mstep: Class 28 contains 25614 members 
Mstep: Class 29 contains 18115 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14985 members 
Entering Unmasked Estep 
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Score: -146465904.000000 Penalty: 110317.765625
Iteration 152Q: 32 clusters Score -1.464659e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 37722 members 
Mstep: Class 3 contains 201947 members 
Mstep: Class 4 contains 39632 members 
Mstep: Class 5 contains 113468 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 418524 members 
Mstep: Class 8 contains 68404 members 
Mstep: Class 9 contains 27391 members 
Mstep: Class 10 contains 24724 members 
Mstep: Class 11 contains 125464 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 47620 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 31557 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 26177 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 206983 members 
Mstep: Class 22 contains 164737 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 11588 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6804 members 
Mstep: Class 27 contains 9028 members 
Mstep: Class 28 contains 25581 members 
Mstep: Class 29 contains 18085 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 14999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146466816.000000 Penalty: 110317.765625
Iteration 153Q: 32 clusters Score -1.464668e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 37704 members 
Mstep: Class 3 contains 201863 members 
Mstep: Class 4 contains 39619 members 
Mstep: Class 5 contains 113196 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 417776 members 
Mstep: Class 8 contains 68381 members 
Mstep: Class 9 contains 27394 members 
Mstep: Class 10 contains 24730 members 
Mstep: Class 11 contains 125337 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 48656 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 31534 members 
Mstep: Class 17 contains 16267 members 
Mstep: Class 18 contains 26183 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 206848 members 
Mstep: Class 22 contains 165233 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6810 members 
Mstep: Class 27 contains 9028 members 
Mstep: Class 28 contains 25550 members 
Mstep: Class 29 contains 18057 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 32 clusters Score -1.464673e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 37685 members 
Mstep: Class 3 contains 201780 members 
Mstep: Class 4 contains 39619 members 
Mstep: Class 5 contains 112931 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 417046 members 
Mstep: Class 8 contains 68392 members 
Mstep: Class 9 contains 27399 members 
Mstep: Class 10 contains 24731 members 
Mstep: Class 11 contains 125231 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 49657 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 31517 members 
Mstep: Class 17 contains 16269 members 
Mstep: Class 18 contains 26180 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 206710 members 
Mstep: Class 22 contains 165677 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25523 members 
Mstep: Class 29 contains 18050 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 155Q: 32 clusters Score -1.464674e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 37675 members 
Mstep: Class 3 contains 201681 members 
Mstep: Class 4 contains 39613 members 
Mstep: Class 5 contains 112680 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 416472 members 
Mstep: Class 8 contains 68402 members 
Mstep: Class 9 contains 27411 members 
Mstep: Class 10 contains 24739 members 
Mstep: Class 11 contains 125118 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 50585 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 31493 members 
Mstep: Class 17 contains 16273 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 206589 members 
Mstep: Class 22 contains 166067 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 11483 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25492 members 
Mstep: Class 29 contains 18029 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15014 members 
Entering Unmasked Estep 
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Iteration 156Q: 32 clusters Score -1.46468e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 37660 members 
Mstep: Class 3 contains 201623 members 
Mstep: Class 4 contains 39616 members 
Mstep: Class 5 contains 112428 members 
Mstep: Class 6 contains 23073 members 
Mstep: Class 7 contains 416020 members 
Mstep: Class 8 contains 68416 members 
Mstep: Class 9 contains 27406 members 
Mstep: Class 10 contains 24743 members 
Mstep: Class 11 contains 124954 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 51455 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 31483 members 
Mstep: Class 17 contains 16279 members 
Mstep: Class 18 contains 26160 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 206452 members 
Mstep: Class 22 contains 166421 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 11440 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 25468 members 
Mstep: Class 29 contains 18004 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 157Q: 32 clusters Score -1.464681e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 37648 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 39610 members 
Mstep: Class 5 contains 112146 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 415751 members 
Mstep: Class 8 contains 68457 members 
Mstep: Class 9 contains 27405 members 
Mstep: Class 10 contains 24750 members 
Mstep: Class 11 contains 124769 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 52239 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 31457 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 26148 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 206323 members 
Mstep: Class 22 contains 166715 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 11393 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 25448 members 
Mstep: Class 29 contains 17993 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146468384.000000 Penalty: 110317.765625
Iteration 158Q: 32 clusters Score -1.464684e+08 nChanged 2489
Entering ConstructFrom: 
Score: -146468384.000000 Penalty: 110317.765625
Entering ConstructFrom: 
Trying to split cluster 1 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -637458.750000 Penalty: 2181.754639
	Iteration 0F: 2 clusters Score -637458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -631946.375000 Penalty: 4363.509277
	Iteration 0F: 3 clusters Score -631946.4 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -633353.250000 Penalty: 4363.509277
	Iteration 1F: 3 clusters Score -633353.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -633547.625000 Penalty: 4363.509277
	Iteration 2F: 3 clusters Score -633547.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -633662.312500 Penalty: 4363.509277
	Iteration 3Q: 3 clusters Score -633662.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -633731.875000 Penalty: 4363.509277
	Iteration 4Q: 3 clusters Score -633731.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -633784.687500 Penalty: 4363.509277
	Iteration 5Q: 3 clusters Score -633784.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -633821.750000 Penalty: 4363.509277
	Iteration 6Q: 3 clusters Score -633821.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -633847.875000 Penalty: 4363.509277
	Iteration 7Q: 3 clusters Score -633847.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -633867.562500 Penalty: 4363.509277
	Iteration 8Q: 3 clusters Score -633867.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -633885.312500 Penalty: 4363.509277
	Iteration 9Q: 3 clusters Score -633885.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -633896.375000 Penalty: 4363.509277
	Iteration 10Q: 3 clusters Score -633896.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -633908.937500 Penalty: 4363.509277
	Iteration 11Q: 3 clusters Score -633908.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -633919.875000 Penalty: 4363.509277
	Iteration 12Q: 3 clusters Score -633919.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -633929.625000 Penalty: 4363.509277
	Iteration 13Q: 3 clusters Score -633929.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -633939.062500 Penalty: 4363.509277
	Iteration 14Q: 3 clusters Score -633939.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -633944.875000 Penalty: 4363.509277
	Iteration 15Q: 3 clusters Score -633944.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -633951.875000 Penalty: 4363.509277
	Iteration 16Q: 3 clusters Score -633951.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -633955.562500 Penalty: 4363.509277
	Iteration 17Q: 3 clusters Score -633955.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -633958.625000 Penalty: 4363.509277
	Iteration 18Q: 3 clusters Score -633958.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -633960.562500 Penalty: 4363.509277
	Iteration 19Q: 3 clusters Score -633960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -633963.062500 Penalty: 4363.509277
	Iteration 20F: 3 clusters Score -633963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -633964.000000 Penalty: 4363.509277
	Iteration 21Q: 3 clusters Score -633964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -633967.187500 Penalty: 4363.509277
	Iteration 22Q: 3 clusters Score -633967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -633969.625000 Penalty: 4363.509277
	Iteration 23Q: 3 clusters Score -633969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -633973.187500 Penalty: 4363.509277
	Iteration 24Q: 3 clusters Score -633973.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -633976.375000 Penalty: 4363.509277
	Iteration 25Q: 3 clusters Score -633976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -633978.000000 Penalty: 4363.509277
	Iteration 26Q: 3 clusters Score -633978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -633984.250000 Penalty: 4363.509277
	Iteration 27Q: 3 clusters Score -633984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -633988.312500 Penalty: 4363.509277
	Iteration 28Q: 3 clusters Score -633988.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -633994.250000 Penalty: 4363.509277
	Iteration 29Q: 3 clusters Score -633994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -633998.937500 Penalty: 4363.509277
	Iteration 30Q: 3 clusters Score -633998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -634004.812500 Penalty: 4363.509277
	Iteration 31Q: 3 clusters Score -634004.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -634012.500000 Penalty: 4363.509277
	Iteration 32Q: 3 clusters Score -634012.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -634016.312500 Penalty: 4363.509277
	Iteration 33Q: 3 clusters Score -634016.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -634023.437500 Penalty: 4363.509277
	Iteration 34Q: 3 clusters Score -634023.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -634030.062500 Penalty: 4363.509277
	Iteration 35Q: 3 clusters Score -634030.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -634036.250000 Penalty: 4363.509277
	Iteration 36Q: 3 clusters Score -634036.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -634041.937500 Penalty: 4363.509277
	Iteration 37Q: 3 clusters Score -634041.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -634046.125000 Penalty: 4363.509277
	Iteration 38Q: 3 clusters Score -634046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -634049.875000 Penalty: 4363.509277
	Iteration 39Q: 3 clusters Score -634049.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -634053.375000 Penalty: 4363.509277
	Iteration 40F: 3 clusters Score -634053.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -634059.437500 Penalty: 4363.509277
	Iteration 41Q: 3 clusters Score -634059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -634064.500000 Penalty: 4363.509277
	Iteration 42Q: 3 clusters Score -634064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -634070.875000 Penalty: 4363.509277
	Iteration 43Q: 3 clusters Score -634070.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -634074.562500 Penalty: 4363.509277
	Iteration 44Q: 3 clusters Score -634074.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -634079.750000 Penalty: 4363.509277
	Iteration 45Q: 3 clusters Score -634079.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -634083.437500 Penalty: 4363.509277
	Iteration 46Q: 3 clusters Score -634083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -634087.937500 Penalty: 4363.509277
	Iteration 47Q: 3 clusters Score -634087.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -634095.062500 Penalty: 4363.509277
	Iteration 48Q: 3 clusters Score -634095.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -634101.875000 Penalty: 4363.509277
	Iteration 49Q: 3 clusters Score -634101.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -634110.812500 Penalty: 4363.509277
	Iteration 50Q: 3 clusters Score -634110.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -634120.562500 Penalty: 4363.509277
	Iteration 51Q: 3 clusters Score -634120.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -634129.750000 Penalty: 4363.509277
	Iteration 52Q: 3 clusters Score -634129.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -634140.000000 Penalty: 4363.509277
	Iteration 53Q: 3 clusters Score -634140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -634154.000000 Penalty: 4363.509277
	Iteration 54Q: 3 clusters Score -634154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -634171.812500 Penalty: 4363.509277
	Iteration 55Q: 3 clusters Score -634171.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -634191.312500 Penalty: 4363.509277
	Iteration 56Q: 3 clusters Score -634191.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -634209.375000 Penalty: 4363.509277
	Iteration 57Q: 3 clusters Score -634209.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -634228.875000 Penalty: 4363.509277
	Iteration 58Q: 3 clusters Score -634228.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -634254.125000 Penalty: 4363.509277
	Iteration 59Q: 3 clusters Score -634254.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -634283.437500 Penalty: 4363.509277
	Iteration 60F: 3 clusters Score -634283.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -634316.187500 Penalty: 4363.509277
	Iteration 61Q: 3 clusters Score -634316.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -634347.687500 Penalty: 4363.509277
	Iteration 62Q: 3 clusters Score -634347.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -634387.500000 Penalty: 4363.509277
	Iteration 63Q: 3 clusters Score -634387.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -634424.625000 Penalty: 4363.509277
	Iteration 64Q: 3 clusters Score -634424.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -634462.375000 Penalty: 4363.509277
	Iteration 65Q: 3 clusters Score -634462.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -634505.437500 Penalty: 4363.509277
	Iteration 66Q: 3 clusters Score -634505.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -634553.937500 Penalty: 4363.509277
	Iteration 67Q: 3 clusters Score -634553.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -634621.875000 Penalty: 4363.509277
	Iteration 68Q: 3 clusters Score -634621.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -634701.437500 Penalty: 4363.509277
	Iteration 69Q: 3 clusters Score -634701.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -634771.250000 Penalty: 4363.509277
	Iteration 70Q: 3 clusters Score -634771.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -634853.125000 Penalty: 4363.509277
	Iteration 71Q: 3 clusters Score -634853.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -634948.437500 Penalty: 4363.509277
	Iteration 72Q: 3 clusters Score -634948.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -635039.562500 Penalty: 4363.509277
	Iteration 73Q: 3 clusters Score -635039.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -635120.625000 Penalty: 4363.509277
	Iteration 74Q: 3 clusters Score -635120.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -635188.125000 Penalty: 4363.509277
	Iteration 75Q: 3 clusters Score -635188.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -635233.437500 Penalty: 4363.509277
	Iteration 76Q: 3 clusters Score -635233.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -635263.750000 Penalty: 4363.509277
	Iteration 77Q: 3 clusters Score -635263.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -635286.000000 Penalty: 4363.509277
	Iteration 78Q: 3 clusters Score -635286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -635313.625000 Penalty: 4363.509277
	Iteration 79Q: 3 clusters Score -635313.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -635342.812500 Penalty: 4363.509277
	Iteration 80F: 3 clusters Score -635342.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -635370.000000 Penalty: 4363.509277
	Iteration 81Q: 3 clusters Score -635370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -635391.250000 Penalty: 4363.509277
	Iteration 82Q: 3 clusters Score -635391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -635411.187500 Penalty: 4363.509277
	Iteration 83Q: 3 clusters Score -635411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -635427.312500 Penalty: 4363.509277
	Iteration 84Q: 3 clusters Score -635427.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -635444.250000 Penalty: 4363.509277
	Iteration 85Q: 3 clusters Score -635444.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -635460.625000 Penalty: 4363.509277
	Iteration 86Q: 3 clusters Score -635460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -635481.625000 Penalty: 4363.509277
	Iteration 87Q: 3 clusters Score -635481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -635493.187500 Penalty: 4363.509277
	Iteration 88Q: 3 clusters Score -635493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -635507.687500 Penalty: 4363.509277
	Iteration 89Q: 3 clusters Score -635507.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -635524.625000 Penalty: 4363.509277
	Iteration 90Q: 3 clusters Score -635524.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -635539.562500 Penalty: 4363.509277
	Iteration 91Q: 3 clusters Score -635539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -635546.937500 Penalty: 4363.509277
	Iteration 92Q: 3 clusters Score -635546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -635549.125000 Penalty: 4363.509277
	Iteration 93Q: 3 clusters Score -635549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -635554.187500 Penalty: 4363.509277
	Iteration 94Q: 3 clusters Score -635554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -635558.562500 Penalty: 4363.509277
	Iteration 95Q: 3 clusters Score -635558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -635560.187500 Penalty: 4363.509277
	Iteration 96Q: 3 clusters Score -635560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -635561.812500 Penalty: 4363.509277
	Iteration 97Q: 3 clusters Score -635561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -635564.875000 Penalty: 4363.509277
	Iteration 98Q: 3 clusters Score -635564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -635564.875000 Penalty: 4363.509277
	Iteration 99F: 3 clusters Score -635564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Entering Unmasked Estep 
Score: -3240117.750000 Penalty: 2612.824707
	Iteration 0F: 2 clusters Score -3240118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3214622.750000 Penalty: 5225.649414
	Iteration 0F: 3 clusters Score -3214623 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3224205.250000 Penalty: 5225.649414
	Iteration 1F: 3 clusters Score -3224205 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3224950.250000 Penalty: 5225.649414
	Iteration 2F: 3 clusters Score -3224950 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3225824.250000 Penalty: 5225.649414
	Iteration 3Q: 3 clusters Score -3225824 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3226928.500000 Penalty: 5225.649414
	Iteration 4F: 3 clusters Score -3226928 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3228190.000000 Penalty: 5225.649414
	Iteration 5F: 3 clusters Score -3228190 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3229492.000000 Penalty: 5225.649414
	Iteration 6F: 3 clusters Score -3229492 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3230631.750000 Penalty: 5225.649414
	Iteration 7F: 3 clusters Score -3230632 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3231438.250000 Penalty: 5225.649414
	Iteration 8Q: 3 clusters Score -3231438 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3231966.500000 Penalty: 5225.649414
	Iteration 9Q: 3 clusters Score -3231966 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3232303.750000 Penalty: 5225.649414
	Iteration 10Q: 3 clusters Score -3232304 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3232500.250000 Penalty: 5225.649414
	Iteration 11Q: 3 clusters Score -3232500 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3232616.750000 Penalty: 5225.649414
	Iteration 12Q: 3 clusters Score -3232617 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3232720.750000 Penalty: 5225.649414
	Iteration 13Q: 3 clusters Score -3232721 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3232847.750000 Penalty: 5225.649414
	Iteration 14Q: 3 clusters Score -3232848 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3232955.250000 Penalty: 5225.649414
	Iteration 15Q: 3 clusters Score -3232955 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3233059.000000 Penalty: 5225.649414
	Iteration 16Q: 3 clusters Score -3233059 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3233181.250000 Penalty: 5225.649414
	Iteration 17Q: 3 clusters Score -3233181 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3233315.500000 Penalty: 5225.649414
	Iteration 18Q: 3 clusters Score -3233316 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3233529.250000 Penalty: 5225.649414
	Iteration 19Q: 3 clusters Score -3233529 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3233848.000000 Penalty: 5225.649414
	Iteration 20F: 3 clusters Score -3233848 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3234256.000000 Penalty: 5225.649414
	Iteration 21Q: 3 clusters Score -3234256 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3234737.750000 Penalty: 5225.649414
	Iteration 22Q: 3 clusters Score -3234738 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3235319.250000 Penalty: 5225.649414
	Iteration 23Q: 3 clusters Score -3235319 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3235955.750000 Penalty: 5225.649414
	Iteration 24Q: 3 clusters Score -3235956 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3236541.500000 Penalty: 5225.649414
	Iteration 25Q: 3 clusters Score -3236542 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3236982.750000 Penalty: 5225.649414
	Iteration 26Q: 3 clusters Score -3236983 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3237301.500000 Penalty: 5225.649414
	Iteration 27Q: 3 clusters Score -3237302 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3237506.250000 Penalty: 5225.649414
	Iteration 28Q: 3 clusters Score -3237506 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3237683.250000 Penalty: 5225.649414
	Iteration 29Q: 3 clusters Score -3237683 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3237794.500000 Penalty: 5225.649414
	Iteration 30Q: 3 clusters Score -3237794 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3237917.000000 Penalty: 5225.649414
	Iteration 31Q: 3 clusters Score -3237917 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3238014.000000 Penalty: 5225.649414
	Iteration 32Q: 3 clusters Score -3238014 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3238087.250000 Penalty: 5225.649414
	Iteration 33Q: 3 clusters Score -3238087 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3238160.000000 Penalty: 5225.649414
	Iteration 34Q: 3 clusters Score -3238160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3238208.250000 Penalty: 5225.649414
	Iteration 35Q: 3 clusters Score -3238208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3238248.500000 Penalty: 5225.649414
	Iteration 36Q: 3 clusters Score -3238248 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3238282.750000 Penalty: 5225.649414
	Iteration 37Q: 3 clusters Score -3238283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3238314.500000 Penalty: 5225.649414
	Iteration 38Q: 3 clusters Score -3238314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3238350.250000 Penalty: 5225.649414
	Iteration 39Q: 3 clusters Score -3238350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3238360.250000 Penalty: 5225.649414
	Iteration 40F: 3 clusters Score -3238360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3238395.000000 Penalty: 5225.649414
	Iteration 41Q: 3 clusters Score -3238395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3238407.500000 Penalty: 5225.649414
	Iteration 42Q: 3 clusters Score -3238408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3238429.500000 Penalty: 5225.649414
	Iteration 43Q: 3 clusters Score -3238430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3238442.000000 Penalty: 5225.649414
	Iteration 44Q: 3 clusters Score -3238442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3238453.750000 Penalty: 5225.649414
	Iteration 45Q: 3 clusters Score -3238454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3238463.750000 Penalty: 5225.649414
	Iteration 46Q: 3 clusters Score -3238464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3238476.500000 Penalty: 5225.649414
	Iteration 47Q: 3 clusters Score -3238476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3238493.750000 Penalty: 5225.649414
	Iteration 48Q: 3 clusters Score -3238494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3238506.500000 Penalty: 5225.649414
	Iteration 49Q: 3 clusters Score -3238506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3238519.000000 Penalty: 5225.649414
	Iteration 50Q: 3 clusters Score -3238519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3238533.750000 Penalty: 5225.649414
	Iteration 51Q: 3 clusters Score -3238534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3238543.500000 Penalty: 5225.649414
	Iteration 52Q: 3 clusters Score -3238544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3238568.000000 Penalty: 5225.649414
	Iteration 53Q: 3 clusters Score -3238568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3238582.000000 Penalty: 5225.649414
	Iteration 54Q: 3 clusters Score -3238582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3238604.000000 Penalty: 5225.649414
	Iteration 55Q: 3 clusters Score -3238604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3238605.250000 Penalty: 5225.649414
	Iteration 56Q: 3 clusters Score -3238605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3238616.500000 Penalty: 5225.649414
	Iteration 57Q: 3 clusters Score -3238616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3238624.750000 Penalty: 5225.649414
	Iteration 58Q: 3 clusters Score -3238625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3238629.250000 Penalty: 5225.649414
	Iteration 59Q: 3 clusters Score -3238629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3238632.500000 Penalty: 5225.649414
	Iteration 60F: 3 clusters Score -3238632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3238642.500000 Penalty: 5225.649414
	Iteration 61Q: 3 clusters Score -3238642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3238640.000000 Penalty: 5225.649414
	Iteration 62Q: 3 clusters Score -3238640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3238648.250000 Penalty: 5225.649414
	Iteration 63Q: 3 clusters Score -3238648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3238648.750000 Penalty: 5225.649414
	Iteration 64Q: 3 clusters Score -3238649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3238655.250000 Penalty: 5225.649414
	Iteration 65Q: 3 clusters Score -3238655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3238654.750000 Penalty: 5225.649414
	Iteration 66Q: 3 clusters Score -3238655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3238654.000000 Penalty: 5225.649414
	Iteration 67Q: 3 clusters Score -3238654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3238654.000000 Penalty: 5225.649414
	Iteration 68F: 3 clusters Score -3238654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201455 members 
Entering Unmasked Estep 
Score: -17709274.000000 Penalty: 3028.903809
	Iteration 0F: 2 clusters Score -1.770927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -17573928.000000 Penalty: 6057.807617
	Iteration 0F: 3 clusters Score -1.757393e+07 nChanged 96899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -17630770.000000 Penalty: 6057.807617
	Iteration 1F: 3 clusters Score -1.763077e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -17631758.000000 Penalty: 6057.807617
	Iteration 2Q: 3 clusters Score -1.763176e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -17633160.000000 Penalty: 6057.807617
	Iteration 3Q: 3 clusters Score -1.763316e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -17634946.000000 Penalty: 6057.807617
	Iteration 4Q: 3 clusters Score -1.763495e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -17637410.000000 Penalty: 6057.807617
	Iteration 5Q: 3 clusters Score -1.763741e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -17640804.000000 Penalty: 6057.807617
	Iteration 6Q: 3 clusters Score -1.76408e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 128261 members 
Entering Unmasked Estep 
Score: -17646432.000000 Penalty: 6057.807617
	Iteration 7F: 3 clusters Score -1.764643e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 139870 members 
Entering Unmasked Estep 
Score: -17654860.000000 Penalty: 6057.807617
	Iteration 8F: 3 clusters Score -1.765486e+07 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -17666526.000000 Penalty: 6057.807617
	Iteration 9F: 3 clusters Score -1.766653e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -17678230.000000 Penalty: 6057.807617
	Iteration 10F: 3 clusters Score -1.767823e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -17688062.000000 Penalty: 6057.807617
	Iteration 11F: 3 clusters Score -1.768806e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 186636 members 
Entering Unmasked Estep 
Score: -17695434.000000 Penalty: 6057.807617
	Iteration 12Q: 3 clusters Score -1.769543e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 192519 members 
Entering Unmasked Estep 
Score: -17700538.000000 Penalty: 6057.807617
	Iteration 13Q: 3 clusters Score -1.770054e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 196153 members 
Entering Unmasked Estep 
Score: -17703610.000000 Penalty: 6057.807617
	Iteration 14Q: 3 clusters Score -1.770361e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 198143 members 
Entering Unmasked Estep 
Score: -17705344.000000 Penalty: 6057.807617
	Iteration 15Q: 3 clusters Score -1.770534e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 199151 members 
Entering Unmasked Estep 
Score: -17706274.000000 Penalty: 6057.807617
	Iteration 16Q: 3 clusters Score -1.770627e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 199634 members 
Entering Unmasked Estep 
Score: -17706736.000000 Penalty: 6057.807617
	Iteration 17Q: 3 clusters Score -1.770674e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 199855 members 
Entering Unmasked Estep 
Score: -17707026.000000 Penalty: 6057.807617
	Iteration 18Q: 3 clusters Score -1.770703e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 199956 members 
Entering Unmasked Estep 
Score: -17707206.000000 Penalty: 6057.807617
	Iteration 19Q: 3 clusters Score -1.770721e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 200014 members 
Entering Unmasked Estep 
Score: -17707260.000000 Penalty: 6057.807617
	Iteration 20F: 3 clusters Score -1.770726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 200048 members 
Entering Unmasked Estep 
Score: -17707308.000000 Penalty: 6057.807617
	Iteration 21Q: 3 clusters Score -1.770731e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 200063 members 
Entering Unmasked Estep 
Score: -17707334.000000 Penalty: 6057.807617
	Iteration 22Q: 3 clusters Score -1.770733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 200071 members 
Entering Unmasked Estep 
Score: -17707354.000000 Penalty: 6057.807617
	Iteration 23Q: 3 clusters Score -1.770735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 200065 members 
Entering Unmasked Estep 
Score: -17707368.000000 Penalty: 6057.807617
	Iteration 24Q: 3 clusters Score -1.770737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 200056 members 
Entering Unmasked Estep 
Score: -17707374.000000 Penalty: 6057.807617
	Iteration 25Q: 3 clusters Score -1.770737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 200047 members 
Entering Unmasked Estep 
Score: -17707398.000000 Penalty: 6057.807617
	Iteration 26Q: 3 clusters Score -1.77074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -17707394.000000 Penalty: 6057.807617
	Iteration 27Q: 3 clusters Score -1.770739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 200036 members 
Entering Unmasked Estep 
Score: -17707404.000000 Penalty: 6057.807617
	Iteration 28Q: 3 clusters Score -1.77074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 200035 members 
Entering Unmasked Estep 
Score: -17707408.000000 Penalty: 6057.807617
	Iteration 29Q: 3 clusters Score -1.770741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 200041 members 
Entering Unmasked Estep 
Score: -17707416.000000 Penalty: 6057.807617
	Iteration 30Q: 3 clusters Score -1.770742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 200044 members 
Entering Unmasked Estep 
Score: -17707408.000000 Penalty: 6057.807617
	Iteration 31Q: 3 clusters Score -1.770741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 200042 members 
Entering Unmasked Estep 
Score: -17707398.000000 Penalty: 6057.807617
	Iteration 32Q: 3 clusters Score -1.77074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -17707398.000000 Penalty: 6057.807617
	Iteration 33Q: 3 clusters Score -1.77074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 200044 members 
Entering Unmasked Estep 
Score: -17707414.000000 Penalty: 6057.807617
	Iteration 34Q: 3 clusters Score -1.770741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 200045 members 
Entering Unmasked Estep 
Score: -17707418.000000 Penalty: 6057.807617
	Iteration 35Q: 3 clusters Score -1.770742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 200048 members 
Entering Unmasked Estep 
Score: -17707416.000000 Penalty: 6057.807617
	Iteration 36Q: 3 clusters Score -1.770742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 200047 members 
Entering Unmasked Estep 
Score: -17707420.000000 Penalty: 6057.807617
	Iteration 37Q: 3 clusters Score -1.770742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 200047 members 
Entering Unmasked Estep 
Score: -17707426.000000 Penalty: 6057.807617
	Iteration 38Q: 3 clusters Score -1.770743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 200047 members 
Entering Unmasked Estep 
Score: -17707420.000000 Penalty: 6057.807617
	Iteration 39Q: 3 clusters Score -1.770742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 200045 members 
Entering Unmasked Estep 
Score: -17707424.000000 Penalty: 6057.807617
	Iteration 40F: 3 clusters Score -1.770742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 200044 members 
Entering Unmasked Estep 
Score: -17707426.000000 Penalty: 6057.807617
	Iteration 41Q: 3 clusters Score -1.770743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 200043 members 
Entering Unmasked Estep 
Score: -17707438.000000 Penalty: 6057.807617
	Iteration 42Q: 3 clusters Score -1.770744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -17707422.000000 Penalty: 6057.807617
	Iteration 43Q: 3 clusters Score -1.770742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 200037 members 
Entering Unmasked Estep 
Score: -17707430.000000 Penalty: 6057.807617
	Iteration 44Q: 3 clusters Score -1.770743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 200035 members 
Entering Unmasked Estep 
Score: -17707426.000000 Penalty: 6057.807617
	Iteration 45Q: 3 clusters Score -1.770743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 200036 members 
Entering Unmasked Estep 
Score: -17707420.000000 Penalty: 6057.807617
	Iteration 46Q: 3 clusters Score -1.770742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 200032 members 
Entering Unmasked Estep 
Score: -17707430.000000 Penalty: 6057.807617
	Iteration 47Q: 3 clusters Score -1.770743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 200029 members 
Entering Unmasked Estep 
Score: -17707430.000000 Penalty: 6057.807617
	Iteration 48Q: 3 clusters Score -1.770743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 200029 members 
Entering Unmasked Estep 
Score: -17707424.000000 Penalty: 6057.807617
	Iteration 49Q: 3 clusters Score -1.770742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 200029 members 
Entering Unmasked Estep 
Score: -17707420.000000 Penalty: 6057.807617
	Iteration 50Q: 3 clusters Score -1.770742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 200029 members 
Entering Unmasked Estep 
Score: -17707420.000000 Penalty: 6057.807617
	Iteration 51F: 3 clusters Score -1.770742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Entering Unmasked Estep 
Score: -3613564.500000 Penalty: 2625.522949
	Iteration 0F: 2 clusters Score -3613564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3586801.250000 Penalty: 5251.045898
	Iteration 0F: 3 clusters Score -3586801 nChanged 18088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3596952.000000 Penalty: 5251.045898
	Iteration 1F: 3 clusters Score -3596952 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3597797.000000 Penalty: 5251.045898
	Iteration 2F: 3 clusters Score -3597797 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3598769.250000 Penalty: 5251.045898
	Iteration 3F: 3 clusters Score -3598769 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3600183.250000 Penalty: 5251.045898
	Iteration 4F: 3 clusters Score -3600183 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3602191.250000 Penalty: 5251.045898
	Iteration 5F: 3 clusters Score -3602191 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3604744.000000 Penalty: 5251.045898
	Iteration 6F: 3 clusters Score -3604744 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3607315.750000 Penalty: 5251.045898
	Iteration 7F: 3 clusters Score -3607316 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3609212.250000 Penalty: 5251.045898
	Iteration 8F: 3 clusters Score -3609212 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3610292.500000 Penalty: 5251.045898
	Iteration 9Q: 3 clusters Score -3610292 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3610776.750000 Penalty: 5251.045898
	Iteration 10Q: 3 clusters Score -3610777 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3611028.750000 Penalty: 5251.045898
	Iteration 11Q: 3 clusters Score -3611029 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3611184.750000 Penalty: 5251.045898
	Iteration 12Q: 3 clusters Score -3611185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3611285.500000 Penalty: 5251.045898
	Iteration 13Q: 3 clusters Score -3611286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3611337.000000 Penalty: 5251.045898
	Iteration 14Q: 3 clusters Score -3611337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3611370.500000 Penalty: 5251.045898
	Iteration 15Q: 3 clusters Score -3611370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3611393.250000 Penalty: 5251.045898
	Iteration 16Q: 3 clusters Score -3611393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3611402.000000 Penalty: 5251.045898
	Iteration 17Q: 3 clusters Score -3611402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3611410.750000 Penalty: 5251.045898
	Iteration 18Q: 3 clusters Score -3611411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3611407.500000 Penalty: 5251.045898
	Iteration 19Q: 3 clusters Score -3611408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3611412.500000 Penalty: 5251.045898
	Iteration 20F: 3 clusters Score -3611412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3611423.500000 Penalty: 5251.045898
	Iteration 21Q: 3 clusters Score -3611424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3611428.500000 Penalty: 5251.045898
	Iteration 22Q: 3 clusters Score -3611428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3611428.500000 Penalty: 5251.045898
	Iteration 23Q: 3 clusters Score -3611428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3611428.500000 Penalty: 5251.045898
	Iteration 24F: 3 clusters Score -3611428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (111849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Entering Unmasked Estep 
Score: -10024049.000000 Penalty: 2882.976318
	Iteration 0F: 2 clusters Score -1.002405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -9949357.000000 Penalty: 5765.952637
	Iteration 0F: 3 clusters Score -9949357 nChanged 52893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -9979890.000000 Penalty: 5765.952637
	Iteration 1F: 3 clusters Score -9979890 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -9980975.000000 Penalty: 5765.952637
	Iteration 2Q: 3 clusters Score -9980975 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -9982587.000000 Penalty: 5765.952637
	Iteration 3Q: 3 clusters Score -9982587 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -9985140.000000 Penalty: 5765.952637
	Iteration 4Q: 3 clusters Score -9985140 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -9989452.000000 Penalty: 5765.952637
	Iteration 5F: 3 clusters Score -9989452 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -9996079.000000 Penalty: 5765.952637
	Iteration 6F: 3 clusters Score -9996079 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -10004371.000000 Penalty: 5765.952637
	Iteration 7F: 3 clusters Score -1.000437e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -10012142.000000 Penalty: 5765.952637
	Iteration 8F: 3 clusters Score -1.001214e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -10016606.000000 Penalty: 5765.952637
	Iteration 9Q: 3 clusters Score -1.001661e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -10018398.000000 Penalty: 5765.952637
	Iteration 10Q: 3 clusters Score -1.00184e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -10019063.000000 Penalty: 5765.952637
	Iteration 11Q: 3 clusters Score -1.001906e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -10019432.000000 Penalty: 5765.952637
	Iteration 12Q: 3 clusters Score -1.001943e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -10019734.000000 Penalty: 5765.952637
	Iteration 13Q: 3 clusters Score -1.001973e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -10019959.000000 Penalty: 5765.952637
	Iteration 14Q: 3 clusters Score -1.001996e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -10020113.000000 Penalty: 5765.952637
	Iteration 15Q: 3 clusters Score -1.002011e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -10020265.000000 Penalty: 5765.952637
	Iteration 16Q: 3 clusters Score -1.002026e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -10020434.000000 Penalty: 5765.952637
	Iteration 17Q: 3 clusters Score -1.002043e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -10020623.000000 Penalty: 5765.952637
	Iteration 18Q: 3 clusters Score -1.002062e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -10020765.000000 Penalty: 5765.952637
	Iteration 19Q: 3 clusters Score -1.002076e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -10020870.000000 Penalty: 5765.952637
	Iteration 20F: 3 clusters Score -1.002087e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -10020957.000000 Penalty: 5765.952637
	Iteration 21Q: 3 clusters Score -1.002096e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -10021103.000000 Penalty: 5765.952637
	Iteration 22Q: 3 clusters Score -1.00211e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -10021231.000000 Penalty: 5765.952637
	Iteration 23Q: 3 clusters Score -1.002123e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -10021300.000000 Penalty: 5765.952637
	Iteration 24Q: 3 clusters Score -1.00213e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -10021383.000000 Penalty: 5765.952637
	Iteration 25Q: 3 clusters Score -1.002138e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -10021399.000000 Penalty: 5765.952637
	Iteration 26Q: 3 clusters Score -1.00214e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 103098 members 
Entering Unmasked Estep 
Score: -10021465.000000 Penalty: 5765.952637
	Iteration 27Q: 3 clusters Score -1.002146e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -10021571.000000 Penalty: 5765.952637
	Iteration 28Q: 3 clusters Score -1.002157e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -10021639.000000 Penalty: 5765.952637
	Iteration 29Q: 3 clusters Score -1.002164e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -10021699.000000 Penalty: 5765.952637
	Iteration 30Q: 3 clusters Score -1.00217e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 104474 members 
Entering Unmasked Estep 
Score: -10021774.000000 Penalty: 5765.952637
	Iteration 31Q: 3 clusters Score -1.002177e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -10021807.000000 Penalty: 5765.952637
	Iteration 32Q: 3 clusters Score -1.002181e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -10021855.000000 Penalty: 5765.952637
	Iteration 33Q: 3 clusters Score -1.002186e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -10021898.000000 Penalty: 5765.952637
	Iteration 34Q: 3 clusters Score -1.00219e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -10021944.000000 Penalty: 5765.952637
	Iteration 35Q: 3 clusters Score -1.002194e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 105686 members 
Entering Unmasked Estep 
Score: -10021982.000000 Penalty: 5765.952637
	Iteration 36Q: 3 clusters Score -1.002198e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -10022024.000000 Penalty: 5765.952637
	Iteration 37Q: 3 clusters Score -1.002202e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -10022081.000000 Penalty: 5765.952637
	Iteration 38Q: 3 clusters Score -1.002208e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -10022135.000000 Penalty: 5765.952637
	Iteration 39Q: 3 clusters Score -1.002214e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -10022165.000000 Penalty: 5765.952637
	Iteration 40F: 3 clusters Score -1.002216e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -10022192.000000 Penalty: 5765.952637
	Iteration 41Q: 3 clusters Score -1.002219e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -10022180.000000 Penalty: 5765.952637
	Iteration 42Q: 3 clusters Score -1.002218e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -10022224.000000 Penalty: 5765.952637
	Iteration 43Q: 3 clusters Score -1.002222e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -10022270.000000 Penalty: 5765.952637
	Iteration 44Q: 3 clusters Score -1.002227e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -10022315.000000 Penalty: 5765.952637
	Iteration 45Q: 3 clusters Score -1.002232e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -10022335.000000 Penalty: 5765.952637
	Iteration 46Q: 3 clusters Score -1.002234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -10022372.000000 Penalty: 5765.952637
	Iteration 47Q: 3 clusters Score -1.002237e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -10022396.000000 Penalty: 5765.952637
	Iteration 48Q: 3 clusters Score -1.00224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -10022393.000000 Penalty: 5765.952637
	Iteration 49Q: 3 clusters Score -1.002239e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -10022441.000000 Penalty: 5765.952637
	Iteration 50Q: 3 clusters Score -1.002244e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -10022434.000000 Penalty: 5765.952637
	Iteration 51Q: 3 clusters Score -1.002243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -10022432.000000 Penalty: 5765.952637
	Iteration 52Q: 3 clusters Score -1.002243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -10022442.000000 Penalty: 5765.952637
	Iteration 53Q: 3 clusters Score -1.002244e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -10022444.000000 Penalty: 5765.952637
	Iteration 54Q: 3 clusters Score -1.002244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -10022454.000000 Penalty: 5765.952637
	Iteration 55Q: 3 clusters Score -1.002245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -10022459.000000 Penalty: 5765.952637
	Iteration 56Q: 3 clusters Score -1.002246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -10022458.000000 Penalty: 5765.952637
	Iteration 57Q: 3 clusters Score -1.002246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -10022470.000000 Penalty: 5765.952637
	Iteration 58Q: 3 clusters Score -1.002247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -10022466.000000 Penalty: 5765.952637
	Iteration 59Q: 3 clusters Score -1.002247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -10022458.000000 Penalty: 5765.952637
	Iteration 60F: 3 clusters Score -1.002246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 108122 members 
Entering Unmasked Estep 
Score: -10022464.000000 Penalty: 5765.952637
	Iteration 61Q: 3 clusters Score -1.002246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -10022468.000000 Penalty: 5765.952637
	Iteration 62Q: 3 clusters Score -1.002247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 108156 members 
Entering Unmasked Estep 
Score: -10022473.000000 Penalty: 5765.952637
	Iteration 63Q: 3 clusters Score -1.002247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -10022477.000000 Penalty: 5765.952637
	Iteration 64Q: 3 clusters Score -1.002248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -10022457.000000 Penalty: 5765.952637
	Iteration 65Q: 3 clusters Score -1.002246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -10022452.000000 Penalty: 5765.952637
	Iteration 66Q: 3 clusters Score -1.002245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -10022444.000000 Penalty: 5765.952637
	Iteration 67Q: 3 clusters Score -1.002244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 108213 members 
Entering Unmasked Estep 
Score: -10022451.000000 Penalty: 5765.952637
	Iteration 68Q: 3 clusters Score -1.002245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -10022455.000000 Penalty: 5765.952637
	Iteration 69Q: 3 clusters Score -1.002246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -10022472.000000 Penalty: 5765.952637
	Iteration 70Q: 3 clusters Score -1.002247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -10022479.000000 Penalty: 5765.952637
	Iteration 71Q: 3 clusters Score -1.002248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -10022469.000000 Penalty: 5765.952637
	Iteration 72Q: 3 clusters Score -1.002247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -10022469.000000 Penalty: 5765.952637
	Iteration 73Q: 3 clusters Score -1.002247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -10022473.000000 Penalty: 5765.952637
	Iteration 74Q: 3 clusters Score -1.002247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 108253 members 
Entering Unmasked Estep 
Score: -10022461.000000 Penalty: 5765.952637
	Iteration 75Q: 3 clusters Score -1.002246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -10022461.000000 Penalty: 5765.952637
	Iteration 76Q: 3 clusters Score -1.002246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -10022467.000000 Penalty: 5765.952637
	Iteration 77Q: 3 clusters Score -1.002247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -10022464.000000 Penalty: 5765.952637
	Iteration 78Q: 3 clusters Score -1.002246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -10022483.000000 Penalty: 5765.952637
	Iteration 79Q: 3 clusters Score -1.002248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -10022480.000000 Penalty: 5765.952637
	Iteration 80F: 3 clusters Score -1.002248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Entering Unmasked Estep 
Score: -1946818.250000 Penalty: 2491.447266
	Iteration 0F: 2 clusters Score -1946818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1930831.250000 Penalty: 4982.894531
	Iteration 0F: 3 clusters Score -1930831 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1936387.000000 Penalty: 4982.894531
	Iteration 1F: 3 clusters Score -1936387 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1936965.125000 Penalty: 4982.894531
	Iteration 2F: 3 clusters Score -1936965 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1937495.500000 Penalty: 4982.894531
	Iteration 3F: 3 clusters Score -1937496 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1938095.625000 Penalty: 4982.894531
	Iteration 4Q: 3 clusters Score -1938096 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1938760.500000 Penalty: 4982.894531
	Iteration 5Q: 3 clusters Score -1938760 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1939527.625000 Penalty: 4982.894531
	Iteration 6F: 3 clusters Score -1939528 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1940292.625000 Penalty: 4982.894531
	Iteration 7F: 3 clusters Score -1940293 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1941019.250000 Penalty: 4982.894531
	Iteration 8Q: 3 clusters Score -1941019 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1941688.500000 Penalty: 4982.894531
	Iteration 9Q: 3 clusters Score -1941688 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1942211.375000 Penalty: 4982.894531
	Iteration 10Q: 3 clusters Score -1942211 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1942560.875000 Penalty: 4982.894531
	Iteration 11Q: 3 clusters Score -1942561 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1942775.750000 Penalty: 4982.894531
	Iteration 12Q: 3 clusters Score -1942776 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1942922.875000 Penalty: 4982.894531
	Iteration 13Q: 3 clusters Score -1942923 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1943031.000000 Penalty: 4982.894531
	Iteration 14Q: 3 clusters Score -1943031 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1943128.250000 Penalty: 4982.894531
	Iteration 15Q: 3 clusters Score -1943128 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1943199.375000 Penalty: 4982.894531
	Iteration 16Q: 3 clusters Score -1943199 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1943267.125000 Penalty: 4982.894531
	Iteration 17Q: 3 clusters Score -1943267 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1943321.750000 Penalty: 4982.894531
	Iteration 18Q: 3 clusters Score -1943322 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1943395.250000 Penalty: 4982.894531
	Iteration 19Q: 3 clusters Score -1943395 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1943486.000000 Penalty: 4982.894531
	Iteration 20F: 3 clusters Score -1943486 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1943571.500000 Penalty: 4982.894531
	Iteration 21Q: 3 clusters Score -1943572 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1943671.875000 Penalty: 4982.894531
	Iteration 22Q: 3 clusters Score -1943672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1943756.500000 Penalty: 4982.894531
	Iteration 23Q: 3 clusters Score -1943756 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1943843.000000 Penalty: 4982.894531
	Iteration 24Q: 3 clusters Score -1943843 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1943922.125000 Penalty: 4982.894531
	Iteration 25Q: 3 clusters Score -1943922 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1944009.375000 Penalty: 4982.894531
	Iteration 26Q: 3 clusters Score -1944009 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1944100.500000 Penalty: 4982.894531
	Iteration 27Q: 3 clusters Score -1944100 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1944213.125000 Penalty: 4982.894531
	Iteration 28Q: 3 clusters Score -1944213 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1944347.625000 Penalty: 4982.894531
	Iteration 29Q: 3 clusters Score -1944348 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1944530.250000 Penalty: 4982.894531
	Iteration 30Q: 3 clusters Score -1944530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1944717.250000 Penalty: 4982.894531
	Iteration 31Q: 3 clusters Score -1944717 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1944892.750000 Penalty: 4982.894531
	Iteration 32Q: 3 clusters Score -1944893 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1944980.875000 Penalty: 4982.894531
	Iteration 33Q: 3 clusters Score -1944981 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1945036.250000 Penalty: 4982.894531
	Iteration 34Q: 3 clusters Score -1945036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1945065.000000 Penalty: 4982.894531
	Iteration 35Q: 3 clusters Score -1945065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1945087.125000 Penalty: 4982.894531
	Iteration 36Q: 3 clusters Score -1945087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1945101.250000 Penalty: 4982.894531
	Iteration 37Q: 3 clusters Score -1945101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1945111.500000 Penalty: 4982.894531
	Iteration 38Q: 3 clusters Score -1945112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1945118.875000 Penalty: 4982.894531
	Iteration 39Q: 3 clusters Score -1945119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1945123.750000 Penalty: 4982.894531
	Iteration 40F: 3 clusters Score -1945124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1945129.875000 Penalty: 4982.894531
	Iteration 41Q: 3 clusters Score -1945130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1945134.250000 Penalty: 4982.894531
	Iteration 42Q: 3 clusters Score -1945134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1945131.625000 Penalty: 4982.894531
	Iteration 43Q: 3 clusters Score -1945132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1945141.625000 Penalty: 4982.894531
	Iteration 44Q: 3 clusters Score -1945142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1945140.250000 Penalty: 4982.894531
	Iteration 45Q: 3 clusters Score -1945140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1945147.750000 Penalty: 4982.894531
	Iteration 46Q: 3 clusters Score -1945148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1945141.750000 Penalty: 4982.894531
	Iteration 47Q: 3 clusters Score -1945142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1945147.375000 Penalty: 4982.894531
	Iteration 48Q: 3 clusters Score -1945147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1945148.125000 Penalty: 4982.894531
	Iteration 49Q: 3 clusters Score -1945148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1945150.375000 Penalty: 4982.894531
	Iteration 50Q: 3 clusters Score -1945150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1945156.000000 Penalty: 4982.894531
	Iteration 51Q: 3 clusters Score -1945156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1945158.375000 Penalty: 4982.894531
	Iteration 52Q: 3 clusters Score -1945158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1945162.375000 Penalty: 4982.894531
	Iteration 53Q: 3 clusters Score -1945162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1945160.625000 Penalty: 4982.894531
	Iteration 54Q: 3 clusters Score -1945161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1945162.750000 Penalty: 4982.894531
	Iteration 55Q: 3 clusters Score -1945163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1945166.875000 Penalty: 4982.894531
	Iteration 56Q: 3 clusters Score -1945167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1945167.375000 Penalty: 4982.894531
	Iteration 57Q: 3 clusters Score -1945167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1945170.375000 Penalty: 4982.894531
	Iteration 58Q: 3 clusters Score -1945170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1945168.250000 Penalty: 4982.894531
	Iteration 59Q: 3 clusters Score -1945168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1945171.250000 Penalty: 4982.894531
	Iteration 60F: 3 clusters Score -1945171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1945172.500000 Penalty: 4982.894531
	Iteration 61Q: 3 clusters Score -1945172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1945171.625000 Penalty: 4982.894531
	Iteration 62Q: 3 clusters Score -1945172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1945174.375000 Penalty: 4982.894531
	Iteration 63Q: 3 clusters Score -1945174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1945174.000000 Penalty: 4982.894531
	Iteration 64Q: 3 clusters Score -1945174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1945180.000000 Penalty: 4982.894531
	Iteration 65Q: 3 clusters Score -1945180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1945184.875000 Penalty: 4982.894531
	Iteration 66Q: 3 clusters Score -1945185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1945184.250000 Penalty: 4982.894531
	Iteration 67Q: 3 clusters Score -1945184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1945188.875000 Penalty: 4982.894531
	Iteration 68Q: 3 clusters Score -1945189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1945188.875000 Penalty: 4982.894531
	Iteration 69Q: 3 clusters Score -1945189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1945190.125000 Penalty: 4982.894531
	Iteration 70Q: 3 clusters Score -1945190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1945188.500000 Penalty: 4982.894531
	Iteration 71Q: 3 clusters Score -1945188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1945194.750000 Penalty: 4982.894531
	Iteration 72Q: 3 clusters Score -1945195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1945192.750000 Penalty: 4982.894531
	Iteration 73Q: 3 clusters Score -1945193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1945194.750000 Penalty: 4982.894531
	Iteration 74Q: 3 clusters Score -1945195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1945194.000000 Penalty: 4982.894531
	Iteration 75Q: 3 clusters Score -1945194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1945196.625000 Penalty: 4982.894531
	Iteration 76Q: 3 clusters Score -1945197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1945203.125000 Penalty: 4982.894531
	Iteration 77Q: 3 clusters Score -1945203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1945206.625000 Penalty: 4982.894531
	Iteration 78Q: 3 clusters Score -1945207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1945206.375000 Penalty: 4982.894531
	Iteration 79Q: 3 clusters Score -1945206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1945208.250000 Penalty: 4982.894531
	Iteration 80F: 3 clusters Score -1945208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1945208.250000 Penalty: 4982.894531
	Iteration 81Q: 3 clusters Score -1945208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1945205.375000 Penalty: 4982.894531
	Iteration 82Q: 3 clusters Score -1945205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1945209.375000 Penalty: 4982.894531
	Iteration 83Q: 3 clusters Score -1945209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1945206.125000 Penalty: 4982.894531
	Iteration 84Q: 3 clusters Score -1945206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1945207.375000 Penalty: 4982.894531
	Iteration 85Q: 3 clusters Score -1945207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1945208.125000 Penalty: 4982.894531
	Iteration 86Q: 3 clusters Score -1945208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1945208.125000 Penalty: 4982.894531
	Iteration 87Q: 3 clusters Score -1945208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1945205.000000 Penalty: 4982.894531
	Iteration 88Q: 3 clusters Score -1945205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1945203.625000 Penalty: 4982.894531
	Iteration 89Q: 3 clusters Score -1945204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1945206.500000 Penalty: 4982.894531
	Iteration 90Q: 3 clusters Score -1945206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1945213.000000 Penalty: 4982.894531
	Iteration 91Q: 3 clusters Score -1945213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1945213.000000 Penalty: 4982.894531
	Iteration 92Q: 3 clusters Score -1945213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1945214.625000 Penalty: 4982.894531
	Iteration 93Q: 3 clusters Score -1945215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1945214.625000 Penalty: 4982.894531
	Iteration 94F: 3 clusters Score -1945215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (415591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415591 members 
Entering Unmasked Estep 
Score: -36632880.000000 Penalty: 3208.489258
	Iteration 0F: 2 clusters Score -3.663288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207765 members 
Mstep: Class 2 contains 207826 members 
Entering Unmasked Estep 
Score: -36358152.000000 Penalty: 6416.978516
	Iteration 0F: 3 clusters Score -3.635815e+07 nChanged 202101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207306 members 
Mstep: Class 2 contains 208285 members 
Entering Unmasked Estep 
Score: -36478844.000000 Penalty: 6416.978516
	Iteration 1F: 3 clusters Score -3.647884e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206383 members 
Mstep: Class 2 contains 209208 members 
Entering Unmasked Estep 
Score: -36480384.000000 Penalty: 6416.978516
	Iteration 2Q: 3 clusters Score -3.648038e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204917 members 
Mstep: Class 2 contains 210674 members 
Entering Unmasked Estep 
Score: -36481720.000000 Penalty: 6416.978516
	Iteration 3Q: 3 clusters Score -3.648172e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202704 members 
Mstep: Class 2 contains 212887 members 
Entering Unmasked Estep 
Score: -36483332.000000 Penalty: 6416.978516
	Iteration 4Q: 3 clusters Score -3.648333e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 216405 members 
Entering Unmasked Estep 
Score: -36485720.000000 Penalty: 6416.978516
	Iteration 5Q: 3 clusters Score -3.648572e+07 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193836 members 
Mstep: Class 2 contains 221755 members 
Entering Unmasked Estep 
Score: -36488144.000000 Penalty: 6416.978516
	Iteration 6Q: 3 clusters Score -3.648814e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185842 members 
Mstep: Class 2 contains 229749 members 
Entering Unmasked Estep 
Score: -36492024.000000 Penalty: 6416.978516
	Iteration 7Q: 3 clusters Score -3.649202e+07 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 241264 members 
Entering Unmasked Estep 
Score: -36497400.000000 Penalty: 6416.978516
	Iteration 8Q: 3 clusters Score -3.64974e+07 nChanged 19067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 257233 members 
Entering Unmasked Estep 
Score: -36505828.000000 Penalty: 6416.978516
	Iteration 9Q: 3 clusters Score -3.650583e+07 nChanged 23159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137065 members 
Mstep: Class 2 contains 278526 members 
Entering Unmasked Estep 
Score: -36519084.000000 Penalty: 6416.978516
	Iteration 10F: 3 clusters Score -3.651908e+07 nChanged 27394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 305052 members 
Entering Unmasked Estep 
Score: -36538548.000000 Penalty: 6416.978516
	Iteration 11F: 3 clusters Score -3.653855e+07 nChanged 29637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 334393 members 
Entering Unmasked Estep 
Score: -36563096.000000 Penalty: 6416.978516
	Iteration 12F: 3 clusters Score -3.65631e+07 nChanged 27500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 361835 members 
Entering Unmasked Estep 
Score: -36586544.000000 Penalty: 6416.978516
	Iteration 13F: 3 clusters Score -3.658654e+07 nChanged 21996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 383819 members 
Entering Unmasked Estep 
Score: -36605100.000000 Penalty: 6416.978516
	Iteration 14F: 3 clusters Score -3.66051e+07 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 398866 members 
Entering Unmasked Estep 
Score: -36617296.000000 Penalty: 6416.978516
	Iteration 15Q: 3 clusters Score -3.66173e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 407569 members 
Entering Unmasked Estep 
Score: -36624260.000000 Penalty: 6416.978516
	Iteration 16Q: 3 clusters Score -3.662426e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 412010 members 
Entering Unmasked Estep 
Score: -36627440.000000 Penalty: 6416.978516
	Iteration 17Q: 3 clusters Score -3.662744e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 413996 members 
Entering Unmasked Estep 
Score: -36629008.000000 Penalty: 6416.978516
	Iteration 18Q: 3 clusters Score -3.662901e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 414786 members 
Entering Unmasked Estep 
Score: -36629532.000000 Penalty: 6416.978516
	Iteration 19Q: 3 clusters Score -3.662953e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 415052 members 
Entering Unmasked Estep 
Score: -36629756.000000 Penalty: 6416.978516
	Iteration 20F: 3 clusters Score -3.662976e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 415168 members 
Entering Unmasked Estep 
Score: -36629872.000000 Penalty: 6416.978516
	Iteration 21Q: 3 clusters Score -3.662987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415220 members 
Entering Unmasked Estep 
Score: -36629884.000000 Penalty: 6416.978516
	Iteration 22Q: 3 clusters Score -3.662988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 415242 members 
Entering Unmasked Estep 
Score: -36629904.000000 Penalty: 6416.978516
	Iteration 23Q: 3 clusters Score -3.66299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 415255 members 
Entering Unmasked Estep 
Score: -36629928.000000 Penalty: 6416.978516
	Iteration 24Q: 3 clusters Score -3.662993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 415262 members 
Entering Unmasked Estep 
Score: -36629952.000000 Penalty: 6416.978516
	Iteration 25Q: 3 clusters Score -3.662995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 415262 members 
Entering Unmasked Estep 
Score: -36629968.000000 Penalty: 6416.978516
	Iteration 26Q: 3 clusters Score -3.662997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 415268 members 
Entering Unmasked Estep 
Score: -36629964.000000 Penalty: 6416.978516
	Iteration 27Q: 3 clusters Score -3.662996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 415273 members 
Entering Unmasked Estep 
Score: -36629968.000000 Penalty: 6416.978516
	Iteration 28Q: 3 clusters Score -3.662997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 415277 members 
Entering Unmasked Estep 
Score: -36629972.000000 Penalty: 6416.978516
	Iteration 29Q: 3 clusters Score -3.662997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 415282 members 
Entering Unmasked Estep 
Score: -36629992.000000 Penalty: 6416.978516
	Iteration 30Q: 3 clusters Score -3.662999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 415287 members 
Entering Unmasked Estep 
Score: -36629988.000000 Penalty: 6416.978516
	Iteration 31Q: 3 clusters Score -3.662999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 415292 members 
Entering Unmasked Estep 
Score: -36629996.000000 Penalty: 6416.978516
	Iteration 32Q: 3 clusters Score -3.663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 415292 members 
Entering Unmasked Estep 
Score: -36630008.000000 Penalty: 6416.978516
	Iteration 33Q: 3 clusters Score -3.663001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 415291 members 
Entering Unmasked Estep 
Score: -36630004.000000 Penalty: 6416.978516
	Iteration 34Q: 3 clusters Score -3.663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 415292 members 
Entering Unmasked Estep 
Score: -36630004.000000 Penalty: 6416.978516
	Iteration 35Q: 3 clusters Score -3.663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 415294 members 
Entering Unmasked Estep 
Score: -36630000.000000 Penalty: 6416.978516
	Iteration 36Q: 3 clusters Score -3.663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 415293 members 
Entering Unmasked Estep 
Score: -36630008.000000 Penalty: 6416.978516
	Iteration 37Q: 3 clusters Score -3.663001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 415293 members 
Entering Unmasked Estep 
Score: -36630008.000000 Penalty: 6416.978516
	Iteration 38F: 3 clusters Score -3.663001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Entering Unmasked Estep 
Score: -6156369.500000 Penalty: 2761.215088
	Iteration 0F: 2 clusters Score -6156370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6110321.000000 Penalty: 5522.430176
	Iteration 0F: 3 clusters Score -6110321 nChanged 32128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -6128584.500000 Penalty: 5522.430176
	Iteration 1F: 3 clusters Score -6128584 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6129342.500000 Penalty: 5522.430176
	Iteration 2Q: 3 clusters Score -6129342 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -6130139.000000 Penalty: 5522.430176
	Iteration 3Q: 3 clusters Score -6130139 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -6130960.500000 Penalty: 5522.430176
	Iteration 4Q: 3 clusters Score -6130960 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -6131723.500000 Penalty: 5522.430176
	Iteration 5Q: 3 clusters Score -6131724 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -6132510.000000 Penalty: 5522.430176
	Iteration 6Q: 3 clusters Score -6132510 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -6133509.000000 Penalty: 5522.430176
	Iteration 7Q: 3 clusters Score -6133509 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -6134831.000000 Penalty: 5522.430176
	Iteration 8Q: 3 clusters Score -6134831 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -6136566.500000 Penalty: 5522.430176
	Iteration 9Q: 3 clusters Score -6136566 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -6138850.500000 Penalty: 5522.430176
	Iteration 10F: 3 clusters Score -6138850 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -6141239.500000 Penalty: 5522.430176
	Iteration 11F: 3 clusters Score -6141240 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -6142873.500000 Penalty: 5522.430176
	Iteration 12Q: 3 clusters Score -6142874 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -6143763.500000 Penalty: 5522.430176
	Iteration 13Q: 3 clusters Score -6143764 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -6144165.000000 Penalty: 5522.430176
	Iteration 14Q: 3 clusters Score -6144165 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -6144420.500000 Penalty: 5522.430176
	Iteration 15Q: 3 clusters Score -6144420 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -6144598.500000 Penalty: 5522.430176
	Iteration 16Q: 3 clusters Score -6144598 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -6144736.000000 Penalty: 5522.430176
	Iteration 17Q: 3 clusters Score -6144736 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -6144879.000000 Penalty: 5522.430176
	Iteration 18Q: 3 clusters Score -6144879 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -6144990.500000 Penalty: 5522.430176
	Iteration 19Q: 3 clusters Score -6144990 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -6145143.500000 Penalty: 5522.430176
	Iteration 20F: 3 clusters Score -6145144 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -6145288.500000 Penalty: 5522.430176
	Iteration 21Q: 3 clusters Score -6145288 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -6145416.000000 Penalty: 5522.430176
	Iteration 22Q: 3 clusters Score -6145416 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -6145530.000000 Penalty: 5522.430176
	Iteration 23Q: 3 clusters Score -6145530 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -6145692.000000 Penalty: 5522.430176
	Iteration 24Q: 3 clusters Score -6145692 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6145844.000000 Penalty: 5522.430176
	Iteration 25Q: 3 clusters Score -6145844 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6146021.500000 Penalty: 5522.430176
	Iteration 26Q: 3 clusters Score -6146022 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -6146174.000000 Penalty: 5522.430176
	Iteration 27Q: 3 clusters Score -6146174 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6146296.000000 Penalty: 5522.430176
	Iteration 28Q: 3 clusters Score -6146296 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -6146463.500000 Penalty: 5522.430176
	Iteration 29Q: 3 clusters Score -6146464 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -6146613.500000 Penalty: 5522.430176
	Iteration 30Q: 3 clusters Score -6146614 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -6146780.000000 Penalty: 5522.430176
	Iteration 31Q: 3 clusters Score -6146780 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6146954.500000 Penalty: 5522.430176
	Iteration 32Q: 3 clusters Score -6146954 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6147143.000000 Penalty: 5522.430176
	Iteration 33Q: 3 clusters Score -6147143 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -6147310.500000 Penalty: 5522.430176
	Iteration 34Q: 3 clusters Score -6147310 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -6147491.500000 Penalty: 5522.430176
	Iteration 35Q: 3 clusters Score -6147492 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -6147706.500000 Penalty: 5522.430176
	Iteration 36Q: 3 clusters Score -6147706 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -6147910.500000 Penalty: 5522.430176
	Iteration 37Q: 3 clusters Score -6147910 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -6148188.500000 Penalty: 5522.430176
	Iteration 38Q: 3 clusters Score -6148188 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -6148514.000000 Penalty: 5522.430176
	Iteration 39Q: 3 clusters Score -6148514 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6148817.500000 Penalty: 5522.430176
	Iteration 40F: 3 clusters Score -6148818 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -6149137.000000 Penalty: 5522.430176
	Iteration 41Q: 3 clusters Score -6149137 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -6149493.500000 Penalty: 5522.430176
	Iteration 42Q: 3 clusters Score -6149494 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -6149838.500000 Penalty: 5522.430176
	Iteration 43Q: 3 clusters Score -6149838 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -6150262.000000 Penalty: 5522.430176
	Iteration 44Q: 3 clusters Score -6150262 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -6150701.500000 Penalty: 5522.430176
	Iteration 45Q: 3 clusters Score -6150702 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -6151135.000000 Penalty: 5522.430176
	Iteration 46Q: 3 clusters Score -6151135 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -6151506.000000 Penalty: 5522.430176
	Iteration 47Q: 3 clusters Score -6151506 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -6151919.000000 Penalty: 5522.430176
	Iteration 48Q: 3 clusters Score -6151919 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -6152394.000000 Penalty: 5522.430176
	Iteration 49Q: 3 clusters Score -6152394 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -6152859.500000 Penalty: 5522.430176
	Iteration 50Q: 3 clusters Score -6152860 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -6153259.500000 Penalty: 5522.430176
	Iteration 51Q: 3 clusters Score -6153260 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -6153613.000000 Penalty: 5522.430176
	Iteration 52Q: 3 clusters Score -6153613 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6153831.500000 Penalty: 5522.430176
	Iteration 53Q: 3 clusters Score -6153832 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -6154059.500000 Penalty: 5522.430176
	Iteration 54Q: 3 clusters Score -6154060 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -6154238.500000 Penalty: 5522.430176
	Iteration 55Q: 3 clusters Score -6154238 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -6154360.000000 Penalty: 5522.430176
	Iteration 56Q: 3 clusters Score -6154360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -6154454.000000 Penalty: 5522.430176
	Iteration 57Q: 3 clusters Score -6154454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -6154512.000000 Penalty: 5522.430176
	Iteration 58Q: 3 clusters Score -6154512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -6154542.000000 Penalty: 5522.430176
	Iteration 59Q: 3 clusters Score -6154542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -6154568.500000 Penalty: 5522.430176
	Iteration 60F: 3 clusters Score -6154568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -6154576.500000 Penalty: 5522.430176
	Iteration 61Q: 3 clusters Score -6154576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -6154586.000000 Penalty: 5522.430176
	Iteration 62Q: 3 clusters Score -6154586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -6154593.000000 Penalty: 5522.430176
	Iteration 63Q: 3 clusters Score -6154593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -6154600.000000 Penalty: 5522.430176
	Iteration 64Q: 3 clusters Score -6154600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -6154605.000000 Penalty: 5522.430176
	Iteration 65Q: 3 clusters Score -6154605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -6154612.500000 Penalty: 5522.430176
	Iteration 66Q: 3 clusters Score -6154612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -6154617.000000 Penalty: 5522.430176
	Iteration 67Q: 3 clusters Score -6154617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -6154620.000000 Penalty: 5522.430176
	Iteration 68Q: 3 clusters Score -6154620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -6154618.000000 Penalty: 5522.430176
	Iteration 69Q: 3 clusters Score -6154618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -6154626.500000 Penalty: 5522.430176
	Iteration 70Q: 3 clusters Score -6154626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -6154627.000000 Penalty: 5522.430176
	Iteration 71Q: 3 clusters Score -6154627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -6154637.000000 Penalty: 5522.430176
	Iteration 72Q: 3 clusters Score -6154637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -6154645.000000 Penalty: 5522.430176
	Iteration 73Q: 3 clusters Score -6154645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -6154641.000000 Penalty: 5522.430176
	Iteration 74Q: 3 clusters Score -6154641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -6154648.000000 Penalty: 5522.430176
	Iteration 75Q: 3 clusters Score -6154648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -6154642.000000 Penalty: 5522.430176
	Iteration 76Q: 3 clusters Score -6154642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -6154647.000000 Penalty: 5522.430176
	Iteration 77Q: 3 clusters Score -6154647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -6154641.000000 Penalty: 5522.430176
	Iteration 78Q: 3 clusters Score -6154641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -6154643.000000 Penalty: 5522.430176
	Iteration 79Q: 3 clusters Score -6154643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -6154648.000000 Penalty: 5522.430176
	Iteration 80F: 3 clusters Score -6154648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -6154644.500000 Penalty: 5522.430176
	Iteration 81Q: 3 clusters Score -6154644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -6154643.000000 Penalty: 5522.430176
	Iteration 82Q: 3 clusters Score -6154643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -6154642.500000 Penalty: 5522.430176
	Iteration 83Q: 3 clusters Score -6154642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -6154645.000000 Penalty: 5522.430176
	Iteration 84Q: 3 clusters Score -6154645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -6154646.000000 Penalty: 5522.430176
	Iteration 85Q: 3 clusters Score -6154646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -6154658.500000 Penalty: 5522.430176
	Iteration 86Q: 3 clusters Score -6154658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -6154652.500000 Penalty: 5522.430176
	Iteration 87Q: 3 clusters Score -6154652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -6154654.500000 Penalty: 5522.430176
	Iteration 88Q: 3 clusters Score -6154654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -6154661.000000 Penalty: 5522.430176
	Iteration 89Q: 3 clusters Score -6154661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -6154670.500000 Penalty: 5522.430176
	Iteration 90Q: 3 clusters Score -6154670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -6154673.500000 Penalty: 5522.430176
	Iteration 91Q: 3 clusters Score -6154674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -6154673.500000 Penalty: 5522.430176
	Iteration 92F: 3 clusters Score -6154674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Entering Unmasked Estep 
Score: -2474794.750000 Penalty: 2534.156006
	Iteration 0F: 2 clusters Score -2474795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2455894.250000 Penalty: 5068.312012
	Iteration 0F: 3 clusters Score -2455894 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2462574.000000 Penalty: 5068.312012
	Iteration 1F: 3 clusters Score -2462574 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2463135.500000 Penalty: 5068.312012
	Iteration 2F: 3 clusters Score -2463136 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2463822.250000 Penalty: 5068.312012
	Iteration 3F: 3 clusters Score -2463822 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2464703.750000 Penalty: 5068.312012
	Iteration 4F: 3 clusters Score -2464704 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2465907.250000 Penalty: 5068.312012
	Iteration 5F: 3 clusters Score -2465907 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2467395.750000 Penalty: 5068.312012
	Iteration 6F: 3 clusters Score -2467396 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2469043.500000 Penalty: 5068.312012
	Iteration 7F: 3 clusters Score -2469044 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2470428.500000 Penalty: 5068.312012
	Iteration 8F: 3 clusters Score -2470428 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2471393.500000 Penalty: 5068.312012
	Iteration 9Q: 3 clusters Score -2471394 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -2472086.500000 Penalty: 5068.312012
	Iteration 10Q: 3 clusters Score -2472086 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2472454.250000 Penalty: 5068.312012
	Iteration 11Q: 3 clusters Score -2472454 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -2472713.250000 Penalty: 5068.312012
	Iteration 12Q: 3 clusters Score -2472713 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2472847.250000 Penalty: 5068.312012
	Iteration 13Q: 3 clusters Score -2472847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2472907.750000 Penalty: 5068.312012
	Iteration 14Q: 3 clusters Score -2472908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2472934.750000 Penalty: 5068.312012
	Iteration 15Q: 3 clusters Score -2472935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2472959.000000 Penalty: 5068.312012
	Iteration 16Q: 3 clusters Score -2472959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2472987.500000 Penalty: 5068.312012
	Iteration 17Q: 3 clusters Score -2472988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2473005.750000 Penalty: 5068.312012
	Iteration 18Q: 3 clusters Score -2473006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2473019.250000 Penalty: 5068.312012
	Iteration 19Q: 3 clusters Score -2473019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2473020.750000 Penalty: 5068.312012
	Iteration 20F: 3 clusters Score -2473021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -2473016.250000 Penalty: 5068.312012
	Iteration 21Q: 3 clusters Score -2473016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2473022.750000 Penalty: 5068.312012
	Iteration 22Q: 3 clusters Score -2473023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2473027.500000 Penalty: 5068.312012
	Iteration 23Q: 3 clusters Score -2473028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2473029.000000 Penalty: 5068.312012
	Iteration 24Q: 3 clusters Score -2473029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2473035.250000 Penalty: 5068.312012
	Iteration 25Q: 3 clusters Score -2473035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2473032.000000 Penalty: 5068.312012
	Iteration 26Q: 3 clusters Score -2473032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2473034.250000 Penalty: 5068.312012
	Iteration 27Q: 3 clusters Score -2473034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2473036.250000 Penalty: 5068.312012
	Iteration 28Q: 3 clusters Score -2473036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2473038.250000 Penalty: 5068.312012
	Iteration 29Q: 3 clusters Score -2473038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2473045.000000 Penalty: 5068.312012
	Iteration 30Q: 3 clusters Score -2473045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2473045.000000 Penalty: 5068.312012
	Iteration 31Q: 3 clusters Score -2473045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -2473054.500000 Penalty: 5068.312012
	Iteration 32Q: 3 clusters Score -2473054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2473058.500000 Penalty: 5068.312012
	Iteration 33Q: 3 clusters Score -2473058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2473062.000000 Penalty: 5068.312012
	Iteration 34Q: 3 clusters Score -2473062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -2473063.000000 Penalty: 5068.312012
	Iteration 35Q: 3 clusters Score -2473063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -2473061.750000 Penalty: 5068.312012
	Iteration 36Q: 3 clusters Score -2473062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2473061.250000 Penalty: 5068.312012
	Iteration 37Q: 3 clusters Score -2473061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2473063.250000 Penalty: 5068.312012
	Iteration 38Q: 3 clusters Score -2473063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2473062.250000 Penalty: 5068.312012
	Iteration 39Q: 3 clusters Score -2473062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2473065.250000 Penalty: 5068.312012
	Iteration 40F: 3 clusters Score -2473065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2473067.250000 Penalty: 5068.312012
	Iteration 41Q: 3 clusters Score -2473067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2473072.000000 Penalty: 5068.312012
	Iteration 42Q: 3 clusters Score -2473072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -2473072.750000 Penalty: 5068.312012
	Iteration 43Q: 3 clusters Score -2473073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2473078.250000 Penalty: 5068.312012
	Iteration 44Q: 3 clusters Score -2473078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2473084.500000 Penalty: 5068.312012
	Iteration 45Q: 3 clusters Score -2473084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -2473085.750000 Penalty: 5068.312012
	Iteration 46Q: 3 clusters Score -2473086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2473094.750000 Penalty: 5068.312012
	Iteration 47Q: 3 clusters Score -2473095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -2473101.500000 Penalty: 5068.312012
	Iteration 48Q: 3 clusters Score -2473102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2473113.000000 Penalty: 5068.312012
	Iteration 49Q: 3 clusters Score -2473113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2473118.250000 Penalty: 5068.312012
	Iteration 50Q: 3 clusters Score -2473118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2473124.750000 Penalty: 5068.312012
	Iteration 51Q: 3 clusters Score -2473125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -2473121.250000 Penalty: 5068.312012
	Iteration 52Q: 3 clusters Score -2473121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -2473124.750000 Penalty: 5068.312012
	Iteration 53Q: 3 clusters Score -2473125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -2473126.750000 Penalty: 5068.312012
	Iteration 54Q: 3 clusters Score -2473127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -2473125.000000 Penalty: 5068.312012
	Iteration 55Q: 3 clusters Score -2473125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2473127.500000 Penalty: 5068.312012
	Iteration 56Q: 3 clusters Score -2473128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2473132.000000 Penalty: 5068.312012
	Iteration 57Q: 3 clusters Score -2473132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -2473138.000000 Penalty: 5068.312012
	Iteration 58Q: 3 clusters Score -2473138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -2473137.000000 Penalty: 5068.312012
	Iteration 59Q: 3 clusters Score -2473137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -2473138.000000 Penalty: 5068.312012
	Iteration 60F: 3 clusters Score -2473138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2473135.750000 Penalty: 5068.312012
	Iteration 61Q: 3 clusters Score -2473136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2473135.000000 Penalty: 5068.312012
	Iteration 62Q: 3 clusters Score -2473135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2473134.750000 Penalty: 5068.312012
	Iteration 63Q: 3 clusters Score -2473135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -2473136.750000 Penalty: 5068.312012
	Iteration 64Q: 3 clusters Score -2473137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -2473136.750000 Penalty: 5068.312012
	Iteration 65F: 3 clusters Score -2473137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Entering Unmasked Estep 
Score: -2235230.000000 Penalty: 2508.992188
	Iteration 0F: 2 clusters Score -2235230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2218127.500000 Penalty: 5017.984375
	Iteration 0F: 3 clusters Score -2218128 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2223973.000000 Penalty: 5017.984375
	Iteration 1F: 3 clusters Score -2223973 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2224408.000000 Penalty: 5017.984375
	Iteration 2Q: 3 clusters Score -2224408 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2224799.750000 Penalty: 5017.984375
	Iteration 3Q: 3 clusters Score -2224800 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2225161.000000 Penalty: 5017.984375
	Iteration 4Q: 3 clusters Score -2225161 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2225536.250000 Penalty: 5017.984375
	Iteration 5Q: 3 clusters Score -2225536 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2225843.500000 Penalty: 5017.984375
	Iteration 6Q: 3 clusters Score -2225844 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2226120.500000 Penalty: 5017.984375
	Iteration 7Q: 3 clusters Score -2226120 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2226363.500000 Penalty: 5017.984375
	Iteration 8Q: 3 clusters Score -2226364 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2226615.000000 Penalty: 5017.984375
	Iteration 9Q: 3 clusters Score -2226615 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2226901.750000 Penalty: 5017.984375
	Iteration 10Q: 3 clusters Score -2226902 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2227164.500000 Penalty: 5017.984375
	Iteration 11Q: 3 clusters Score -2227164 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2227478.750000 Penalty: 5017.984375
	Iteration 12Q: 3 clusters Score -2227479 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2227879.250000 Penalty: 5017.984375
	Iteration 13Q: 3 clusters Score -2227879 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2228354.750000 Penalty: 5017.984375
	Iteration 14Q: 3 clusters Score -2228355 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2229008.750000 Penalty: 5017.984375
	Iteration 15Q: 3 clusters Score -2229009 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2229811.500000 Penalty: 5017.984375
	Iteration 16Q: 3 clusters Score -2229812 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2230537.000000 Penalty: 5017.984375
	Iteration 17Q: 3 clusters Score -2230537 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2231071.750000 Penalty: 5017.984375
	Iteration 18Q: 3 clusters Score -2231072 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2231480.000000 Penalty: 5017.984375
	Iteration 19Q: 3 clusters Score -2231480 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2231841.250000 Penalty: 5017.984375
	Iteration 20F: 3 clusters Score -2231841 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2232179.500000 Penalty: 5017.984375
	Iteration 21Q: 3 clusters Score -2232180 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2232470.500000 Penalty: 5017.984375
	Iteration 22Q: 3 clusters Score -2232470 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2232701.250000 Penalty: 5017.984375
	Iteration 23Q: 3 clusters Score -2232701 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2232882.250000 Penalty: 5017.984375
	Iteration 24Q: 3 clusters Score -2232882 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2233004.000000 Penalty: 5017.984375
	Iteration 25Q: 3 clusters Score -2233004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2233102.750000 Penalty: 5017.984375
	Iteration 26Q: 3 clusters Score -2233103 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2233204.000000 Penalty: 5017.984375
	Iteration 27Q: 3 clusters Score -2233204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2233294.500000 Penalty: 5017.984375
	Iteration 28Q: 3 clusters Score -2233294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2233387.000000 Penalty: 5017.984375
	Iteration 29Q: 3 clusters Score -2233387 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2233466.500000 Penalty: 5017.984375
	Iteration 30Q: 3 clusters Score -2233466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2233537.000000 Penalty: 5017.984375
	Iteration 31Q: 3 clusters Score -2233537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2233598.250000 Penalty: 5017.984375
	Iteration 32Q: 3 clusters Score -2233598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2233633.000000 Penalty: 5017.984375
	Iteration 33Q: 3 clusters Score -2233633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2233661.750000 Penalty: 5017.984375
	Iteration 34Q: 3 clusters Score -2233662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2233680.000000 Penalty: 5017.984375
	Iteration 35Q: 3 clusters Score -2233680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2233700.250000 Penalty: 5017.984375
	Iteration 36Q: 3 clusters Score -2233700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2233702.250000 Penalty: 5017.984375
	Iteration 37Q: 3 clusters Score -2233702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2233710.500000 Penalty: 5017.984375
	Iteration 38Q: 3 clusters Score -2233710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2233708.750000 Penalty: 5017.984375
	Iteration 39Q: 3 clusters Score -2233709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2233712.500000 Penalty: 5017.984375
	Iteration 40F: 3 clusters Score -2233712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2233711.250000 Penalty: 5017.984375
	Iteration 41Q: 3 clusters Score -2233711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2233713.500000 Penalty: 5017.984375
	Iteration 42Q: 3 clusters Score -2233714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2233712.000000 Penalty: 5017.984375
	Iteration 43Q: 3 clusters Score -2233712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2233712.000000 Penalty: 5017.984375
	Iteration 44F: 3 clusters Score -2233712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124607 members 
Entering Unmasked Estep 
Score: -11383881.000000 Penalty: 2909.764160
	Iteration 0F: 2 clusters Score -1.138388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -11300674.000000 Penalty: 5819.528320
	Iteration 0F: 3 clusters Score -1.130067e+07 nChanged 59383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -11334309.000000 Penalty: 5819.528320
	Iteration 1F: 3 clusters Score -1.133431e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -11335004.000000 Penalty: 5819.528320
	Iteration 2Q: 3 clusters Score -1.1335e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -11335568.000000 Penalty: 5819.528320
	Iteration 3Q: 3 clusters Score -1.133557e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -11336288.000000 Penalty: 5819.528320
	Iteration 4Q: 3 clusters Score -1.133629e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -11337289.000000 Penalty: 5819.528320
	Iteration 5Q: 3 clusters Score -1.133729e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -11338461.000000 Penalty: 5819.528320
	Iteration 6Q: 3 clusters Score -1.133846e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -11340109.000000 Penalty: 5819.528320
	Iteration 7Q: 3 clusters Score -1.134011e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -11342529.000000 Penalty: 5819.528320
	Iteration 8Q: 3 clusters Score -1.134253e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -11346152.000000 Penalty: 5819.528320
	Iteration 9F: 3 clusters Score -1.134615e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -11351411.000000 Penalty: 5819.528320
	Iteration 10F: 3 clusters Score -1.135141e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -11358204.000000 Penalty: 5819.528320
	Iteration 11F: 3 clusters Score -1.13582e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -11365746.000000 Penalty: 5819.528320
	Iteration 12F: 3 clusters Score -1.136575e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -11372082.000000 Penalty: 5819.528320
	Iteration 13F: 3 clusters Score -1.137208e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 118608 members 
Entering Unmasked Estep 
Score: -11376486.000000 Penalty: 5819.528320
	Iteration 14Q: 3 clusters Score -1.137649e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 121476 members 
Entering Unmasked Estep 
Score: -11378964.000000 Penalty: 5819.528320
	Iteration 15Q: 3 clusters Score -1.137896e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -11380073.000000 Penalty: 5819.528320
	Iteration 16Q: 3 clusters Score -1.138007e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 123551 members 
Entering Unmasked Estep 
Score: -11380639.000000 Penalty: 5819.528320
	Iteration 17Q: 3 clusters Score -1.138064e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -11380875.000000 Penalty: 5819.528320
	Iteration 18Q: 3 clusters Score -1.138088e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -11381028.000000 Penalty: 5819.528320
	Iteration 19Q: 3 clusters Score -1.138103e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 124089 members 
Entering Unmasked Estep 
Score: -11381138.000000 Penalty: 5819.528320
	Iteration 20F: 3 clusters Score -1.138114e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -11381206.000000 Penalty: 5819.528320
	Iteration 21Q: 3 clusters Score -1.138121e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 124163 members 
Entering Unmasked Estep 
Score: -11381246.000000 Penalty: 5819.528320
	Iteration 22Q: 3 clusters Score -1.138125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -11381289.000000 Penalty: 5819.528320
	Iteration 23Q: 3 clusters Score -1.138129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 124213 members 
Entering Unmasked Estep 
Score: -11381320.000000 Penalty: 5819.528320
	Iteration 24Q: 3 clusters Score -1.138132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -11381343.000000 Penalty: 5819.528320
	Iteration 25Q: 3 clusters Score -1.138134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -11381354.000000 Penalty: 5819.528320
	Iteration 26Q: 3 clusters Score -1.138135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -11381377.000000 Penalty: 5819.528320
	Iteration 27Q: 3 clusters Score -1.138138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -11381377.000000 Penalty: 5819.528320
	Iteration 28Q: 3 clusters Score -1.138138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -11381376.000000 Penalty: 5819.528320
	Iteration 29Q: 3 clusters Score -1.138138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -11381389.000000 Penalty: 5819.528320
	Iteration 30Q: 3 clusters Score -1.138139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -11381389.000000 Penalty: 5819.528320
	Iteration 31F: 3 clusters Score -1.138139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Entering Unmasked Estep 
Score: -1321751.125000 Penalty: 2391.407471
	Iteration 0F: 2 clusters Score -1321751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1310643.625000 Penalty: 4782.814941
	Iteration 0F: 3 clusters Score -1310644 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1314401.500000 Penalty: 4782.814941
	Iteration 1F: 3 clusters Score -1314402 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1314916.000000 Penalty: 4782.814941
	Iteration 2F: 3 clusters Score -1314916 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1315349.125000 Penalty: 4782.814941
	Iteration 3F: 3 clusters Score -1315349 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1315779.375000 Penalty: 4782.814941
	Iteration 4F: 3 clusters Score -1315779 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1316302.250000 Penalty: 4782.814941
	Iteration 5F: 3 clusters Score -1316302 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1316914.000000 Penalty: 4782.814941
	Iteration 6F: 3 clusters Score -1316914 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1317526.875000 Penalty: 4782.814941
	Iteration 7F: 3 clusters Score -1317527 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1318090.875000 Penalty: 4782.814941
	Iteration 8Q: 3 clusters Score -1318091 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1318565.750000 Penalty: 4782.814941
	Iteration 9Q: 3 clusters Score -1318566 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1318925.000000 Penalty: 4782.814941
	Iteration 10Q: 3 clusters Score -1318925 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1319167.250000 Penalty: 4782.814941
	Iteration 11Q: 3 clusters Score -1319167 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1319339.625000 Penalty: 4782.814941
	Iteration 12Q: 3 clusters Score -1319340 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1319474.625000 Penalty: 4782.814941
	Iteration 13Q: 3 clusters Score -1319475 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1319598.000000 Penalty: 4782.814941
	Iteration 14Q: 3 clusters Score -1319598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1319711.000000 Penalty: 4782.814941
	Iteration 15Q: 3 clusters Score -1319711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1319833.000000 Penalty: 4782.814941
	Iteration 16Q: 3 clusters Score -1319833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1319923.500000 Penalty: 4782.814941
	Iteration 17Q: 3 clusters Score -1319924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1320002.750000 Penalty: 4782.814941
	Iteration 18Q: 3 clusters Score -1320003 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1320077.375000 Penalty: 4782.814941
	Iteration 19Q: 3 clusters Score -1320077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1320125.000000 Penalty: 4782.814941
	Iteration 20F: 3 clusters Score -1320125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1320156.125000 Penalty: 4782.814941
	Iteration 21Q: 3 clusters Score -1320156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1320183.250000 Penalty: 4782.814941
	Iteration 22Q: 3 clusters Score -1320183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1320197.875000 Penalty: 4782.814941
	Iteration 23Q: 3 clusters Score -1320198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1320204.375000 Penalty: 4782.814941
	Iteration 24Q: 3 clusters Score -1320204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1320209.375000 Penalty: 4782.814941
	Iteration 25Q: 3 clusters Score -1320209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1320214.500000 Penalty: 4782.814941
	Iteration 26Q: 3 clusters Score -1320214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1320215.625000 Penalty: 4782.814941
	Iteration 27Q: 3 clusters Score -1320216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1320217.375000 Penalty: 4782.814941
	Iteration 28Q: 3 clusters Score -1320217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1320217.875000 Penalty: 4782.814941
	Iteration 29Q: 3 clusters Score -1320218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1320221.250000 Penalty: 4782.814941
	Iteration 30Q: 3 clusters Score -1320221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1320221.375000 Penalty: 4782.814941
	Iteration 31Q: 3 clusters Score -1320221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1320222.375000 Penalty: 4782.814941
	Iteration 32Q: 3 clusters Score -1320222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1320223.500000 Penalty: 4782.814941
	Iteration 33Q: 3 clusters Score -1320224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1320223.500000 Penalty: 4782.814941
	Iteration 34F: 3 clusters Score -1320224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -401733.500000 Penalty: 2096.231934
	Iteration 0F: 2 clusters Score -401733.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -397421.468750 Penalty: 4192.463867
	Iteration 0F: 3 clusters Score -397421.5 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -398459.093750 Penalty: 4192.463867
	Iteration 1F: 3 clusters Score -398459.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -398738.187500 Penalty: 4192.463867
	Iteration 2F: 3 clusters Score -398738.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -398978.250000 Penalty: 4192.463867
	Iteration 3F: 3 clusters Score -398978.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -399157.250000 Penalty: 4192.463867
	Iteration 4Q: 3 clusters Score -399157.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -399310.406250 Penalty: 4192.463867
	Iteration 5Q: 3 clusters Score -399310.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -399427.687500 Penalty: 4192.463867
	Iteration 6Q: 3 clusters Score -399427.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -399534.875000 Penalty: 4192.463867
	Iteration 7Q: 3 clusters Score -399534.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -399631.656250 Penalty: 4192.463867
	Iteration 8Q: 3 clusters Score -399631.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -399706.062500 Penalty: 4192.463867
	Iteration 9Q: 3 clusters Score -399706.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -399774.406250 Penalty: 4192.463867
	Iteration 10Q: 3 clusters Score -399774.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -399837.843750 Penalty: 4192.463867
	Iteration 11Q: 3 clusters Score -399837.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -399879.656250 Penalty: 4192.463867
	Iteration 12Q: 3 clusters Score -399879.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -399921.250000 Penalty: 4192.463867
	Iteration 13Q: 3 clusters Score -399921.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -399957.218750 Penalty: 4192.463867
	Iteration 14Q: 3 clusters Score -399957.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -399983.281250 Penalty: 4192.463867
	Iteration 15Q: 3 clusters Score -399983.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -400007.406250 Penalty: 4192.463867
	Iteration 16Q: 3 clusters Score -400007.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -400026.781250 Penalty: 4192.463867
	Iteration 17Q: 3 clusters Score -400026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -400047.781250 Penalty: 4192.463867
	Iteration 18Q: 3 clusters Score -400047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -400061.875000 Penalty: 4192.463867
	Iteration 19Q: 3 clusters Score -400061.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -400073.375000 Penalty: 4192.463867
	Iteration 20F: 3 clusters Score -400073.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -400082.000000 Penalty: 4192.463867
	Iteration 21Q: 3 clusters Score -400082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -400086.781250 Penalty: 4192.463867
	Iteration 22Q: 3 clusters Score -400086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -400090.312500 Penalty: 4192.463867
	Iteration 23Q: 3 clusters Score -400090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -400094.625000 Penalty: 4192.463867
	Iteration 24Q: 3 clusters Score -400094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -400095.687500 Penalty: 4192.463867
	Iteration 25Q: 3 clusters Score -400095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -400096.812500 Penalty: 4192.463867
	Iteration 26Q: 3 clusters Score -400096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -400097.468750 Penalty: 4192.463867
	Iteration 27Q: 3 clusters Score -400097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -400097.468750 Penalty: 4192.463867
	Iteration 28F: 3 clusters Score -400097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Entering Unmasked Estep 
Score: -4670841.500000 Penalty: 2697.381104
	Iteration 0F: 2 clusters Score -4670842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -4635095.000000 Penalty: 5394.762207
	Iteration 0F: 3 clusters Score -4635095 nChanged 24504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4648573.000000 Penalty: 5394.762207
	Iteration 1F: 3 clusters Score -4648573 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4649134.500000 Penalty: 5394.762207
	Iteration 2Q: 3 clusters Score -4649134 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4649658.000000 Penalty: 5394.762207
	Iteration 3Q: 3 clusters Score -4649658 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -4650131.000000 Penalty: 5394.762207
	Iteration 4Q: 3 clusters Score -4650131 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4650631.000000 Penalty: 5394.762207
	Iteration 5Q: 3 clusters Score -4650631 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4651213.500000 Penalty: 5394.762207
	Iteration 6Q: 3 clusters Score -4651214 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4651974.500000 Penalty: 5394.762207
	Iteration 7Q: 3 clusters Score -4651974 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4652999.000000 Penalty: 5394.762207
	Iteration 8Q: 3 clusters Score -4652999 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4654363.500000 Penalty: 5394.762207
	Iteration 9Q: 3 clusters Score -4654364 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4656346.000000 Penalty: 5394.762207
	Iteration 10F: 3 clusters Score -4656346 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4658589.000000 Penalty: 5394.762207
	Iteration 11F: 3 clusters Score -4658589 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4661155.000000 Penalty: 5394.762207
	Iteration 12F: 3 clusters Score -4661155 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4663173.000000 Penalty: 5394.762207
	Iteration 13F: 3 clusters Score -4663173 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4664669.500000 Penalty: 5394.762207
	Iteration 14Q: 3 clusters Score -4664670 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4665705.500000 Penalty: 5394.762207
	Iteration 15Q: 3 clusters Score -4665706 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4666521.000000 Penalty: 5394.762207
	Iteration 16Q: 3 clusters Score -4666521 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4667171.500000 Penalty: 5394.762207
	Iteration 17Q: 3 clusters Score -4667172 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -4667681.500000 Penalty: 5394.762207
	Iteration 18Q: 3 clusters Score -4667682 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4668121.500000 Penalty: 5394.762207
	Iteration 19Q: 3 clusters Score -4668122 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -4668445.000000 Penalty: 5394.762207
	Iteration 20F: 3 clusters Score -4668445 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -4668738.500000 Penalty: 5394.762207
	Iteration 21Q: 3 clusters Score -4668738 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4668977.500000 Penalty: 5394.762207
	Iteration 22Q: 3 clusters Score -4668978 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -4669185.500000 Penalty: 5394.762207
	Iteration 23Q: 3 clusters Score -4669186 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -4669336.000000 Penalty: 5394.762207
	Iteration 24Q: 3 clusters Score -4669336 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4669474.500000 Penalty: 5394.762207
	Iteration 25Q: 3 clusters Score -4669474 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -4669569.000000 Penalty: 5394.762207
	Iteration 26Q: 3 clusters Score -4669569 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4669647.000000 Penalty: 5394.762207
	Iteration 27Q: 3 clusters Score -4669647 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4669719.500000 Penalty: 5394.762207
	Iteration 28Q: 3 clusters Score -4669720 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -4669769.500000 Penalty: 5394.762207
	Iteration 29Q: 3 clusters Score -4669770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -4669797.500000 Penalty: 5394.762207
	Iteration 30Q: 3 clusters Score -4669798 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4669830.000000 Penalty: 5394.762207
	Iteration 31Q: 3 clusters Score -4669830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -4669832.000000 Penalty: 5394.762207
	Iteration 32Q: 3 clusters Score -4669832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -4669840.500000 Penalty: 5394.762207
	Iteration 33Q: 3 clusters Score -4669840 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -4669845.500000 Penalty: 5394.762207
	Iteration 34Q: 3 clusters Score -4669846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -4669853.000000 Penalty: 5394.762207
	Iteration 35Q: 3 clusters Score -4669853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -4669839.000000 Penalty: 5394.762207
	Iteration 36Q: 3 clusters Score -4669839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -4669840.500000 Penalty: 5394.762207
	Iteration 37Q: 3 clusters Score -4669840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4669847.500000 Penalty: 5394.762207
	Iteration 38Q: 3 clusters Score -4669848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -4669863.500000 Penalty: 5394.762207
	Iteration 39Q: 3 clusters Score -4669864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -4669873.500000 Penalty: 5394.762207
	Iteration 40F: 3 clusters Score -4669874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -4669867.000000 Penalty: 5394.762207
	Iteration 41Q: 3 clusters Score -4669867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -4669856.500000 Penalty: 5394.762207
	Iteration 42Q: 3 clusters Score -4669856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -4669864.000000 Penalty: 5394.762207
	Iteration 43Q: 3 clusters Score -4669864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -4669867.000000 Penalty: 5394.762207
	Iteration 44Q: 3 clusters Score -4669867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -4669863.500000 Penalty: 5394.762207
	Iteration 45Q: 3 clusters Score -4669864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -4669859.000000 Penalty: 5394.762207
	Iteration 46Q: 3 clusters Score -4669859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -4669858.500000 Penalty: 5394.762207
	Iteration 47Q: 3 clusters Score -4669858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -4669856.000000 Penalty: 5394.762207
	Iteration 48Q: 3 clusters Score -4669856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -4669860.500000 Penalty: 5394.762207
	Iteration 49Q: 3 clusters Score -4669860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4669858.500000 Penalty: 5394.762207
	Iteration 50Q: 3 clusters Score -4669858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -4669861.000000 Penalty: 5394.762207
	Iteration 51Q: 3 clusters Score -4669861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -4669855.000000 Penalty: 5394.762207
	Iteration 52Q: 3 clusters Score -4669855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -4669855.500000 Penalty: 5394.762207
	Iteration 53Q: 3 clusters Score -4669856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -4669852.500000 Penalty: 5394.762207
	Iteration 54Q: 3 clusters Score -4669852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4669857.000000 Penalty: 5394.762207
	Iteration 55Q: 3 clusters Score -4669857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -4669856.500000 Penalty: 5394.762207
	Iteration 56Q: 3 clusters Score -4669856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -4669857.500000 Penalty: 5394.762207
	Iteration 57Q: 3 clusters Score -4669858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -4669863.500000 Penalty: 5394.762207
	Iteration 58Q: 3 clusters Score -4669864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -4669873.000000 Penalty: 5394.762207
	Iteration 59Q: 3 clusters Score -4669873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -4669871.500000 Penalty: 5394.762207
	Iteration 60F: 3 clusters Score -4669872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -4669870.000000 Penalty: 5394.762207
	Iteration 61Q: 3 clusters Score -4669870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -4669875.500000 Penalty: 5394.762207
	Iteration 62Q: 3 clusters Score -4669876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -4669871.500000 Penalty: 5394.762207
	Iteration 63Q: 3 clusters Score -4669872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -4669872.000000 Penalty: 5394.762207
	Iteration 64Q: 3 clusters Score -4669872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -4669875.000000 Penalty: 5394.762207
	Iteration 65Q: 3 clusters Score -4669875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -4669874.000000 Penalty: 5394.762207
	Iteration 66Q: 3 clusters Score -4669874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -4669874.000000 Penalty: 5394.762207
	Iteration 67Q: 3 clusters Score -4669874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -4669874.000000 Penalty: 5394.762207
	Iteration 68F: 3 clusters Score -4669874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -302323.312500 Penalty: 2071.375000
	Iteration 0F: 2 clusters Score -302323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -298314.562500 Penalty: 4142.750000
	Iteration 0F: 3 clusters Score -298314.6 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -299231.906250 Penalty: 4142.750000
	Iteration 1F: 3 clusters Score -299231.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -299487.500000 Penalty: 4142.750000
	Iteration 2F: 3 clusters Score -299487.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -299688.406250 Penalty: 4142.750000
	Iteration 3F: 3 clusters Score -299688.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -299953.343750 Penalty: 4142.750000
	Iteration 4F: 3 clusters Score -299953.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -300233.187500 Penalty: 4142.750000
	Iteration 5F: 3 clusters Score -300233.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -300431.281250 Penalty: 4142.750000
	Iteration 6F: 3 clusters Score -300431.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -300597.687500 Penalty: 4142.750000
	Iteration 7Q: 3 clusters Score -300597.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -300743.781250 Penalty: 4142.750000
	Iteration 8Q: 3 clusters Score -300743.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -300869.125000 Penalty: 4142.750000
	Iteration 9Q: 3 clusters Score -300869.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -300955.781250 Penalty: 4142.750000
	Iteration 10Q: 3 clusters Score -300955.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -301026.000000 Penalty: 4142.750000
	Iteration 11Q: 3 clusters Score -301026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -301093.656250 Penalty: 4142.750000
	Iteration 12Q: 3 clusters Score -301093.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -301142.031250 Penalty: 4142.750000
	Iteration 13Q: 3 clusters Score -301142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -301175.375000 Penalty: 4142.750000
	Iteration 14Q: 3 clusters Score -301175.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -301203.281250 Penalty: 4142.750000
	Iteration 15Q: 3 clusters Score -301203.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -301225.343750 Penalty: 4142.750000
	Iteration 16Q: 3 clusters Score -301225.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -301238.468750 Penalty: 4142.750000
	Iteration 17Q: 3 clusters Score -301238.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -301250.250000 Penalty: 4142.750000
	Iteration 18Q: 3 clusters Score -301250.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301257.718750 Penalty: 4142.750000
	Iteration 19Q: 3 clusters Score -301257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -301261.687500 Penalty: 4142.750000
	Iteration 20F: 3 clusters Score -301261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -301266.000000 Penalty: 4142.750000
	Iteration 21Q: 3 clusters Score -301266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -301268.531250 Penalty: 4142.750000
	Iteration 22Q: 3 clusters Score -301268.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -301273.468750 Penalty: 4142.750000
	Iteration 23Q: 3 clusters Score -301273.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -301281.500000 Penalty: 4142.750000
	Iteration 24Q: 3 clusters Score -301281.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -301291.500000 Penalty: 4142.750000
	Iteration 25Q: 3 clusters Score -301291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -301298.781250 Penalty: 4142.750000
	Iteration 26Q: 3 clusters Score -301298.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -301306.468750 Penalty: 4142.750000
	Iteration 27Q: 3 clusters Score -301306.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -301313.968750 Penalty: 4142.750000
	Iteration 28Q: 3 clusters Score -301314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -301319.437500 Penalty: 4142.750000
	Iteration 29Q: 3 clusters Score -301319.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -301325.281250 Penalty: 4142.750000
	Iteration 30Q: 3 clusters Score -301325.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -301329.125000 Penalty: 4142.750000
	Iteration 31Q: 3 clusters Score -301329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -301330.156250 Penalty: 4142.750000
	Iteration 32Q: 3 clusters Score -301330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -301333.000000 Penalty: 4142.750000
	Iteration 33Q: 3 clusters Score -301333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301335.500000 Penalty: 4142.750000
	Iteration 34Q: 3 clusters Score -301335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -301338.093750 Penalty: 4142.750000
	Iteration 35Q: 3 clusters Score -301338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -301340.343750 Penalty: 4142.750000
	Iteration 36Q: 3 clusters Score -301340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -301341.843750 Penalty: 4142.750000
	Iteration 37Q: 3 clusters Score -301341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -301343.312500 Penalty: 4142.750000
	Iteration 38Q: 3 clusters Score -301343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -301344.468750 Penalty: 4142.750000
	Iteration 39Q: 3 clusters Score -301344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -301345.562500 Penalty: 4142.750000
	Iteration 40F: 3 clusters Score -301345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Entering Unmasked Estep 
Score: -2735304.750000 Penalty: 2568.279053
	Iteration 0F: 2 clusters Score -2735305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2713989.250000 Penalty: 5136.558105
	Iteration 0F: 3 clusters Score -2713989 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2721559.000000 Penalty: 5136.558105
	Iteration 1F: 3 clusters Score -2721559 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2722091.250000 Penalty: 5136.558105
	Iteration 2Q: 3 clusters Score -2722091 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2722671.500000 Penalty: 5136.558105
	Iteration 3Q: 3 clusters Score -2722672 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2723310.500000 Penalty: 5136.558105
	Iteration 4Q: 3 clusters Score -2723310 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2724009.750000 Penalty: 5136.558105
	Iteration 5Q: 3 clusters Score -2724010 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2724841.000000 Penalty: 5136.558105
	Iteration 6Q: 3 clusters Score -2724841 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2725848.250000 Penalty: 5136.558105
	Iteration 7F: 3 clusters Score -2725848 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2727075.000000 Penalty: 5136.558105
	Iteration 8F: 3 clusters Score -2727075 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2728277.500000 Penalty: 5136.558105
	Iteration 9F: 3 clusters Score -2728278 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2729522.500000 Penalty: 5136.558105
	Iteration 10F: 3 clusters Score -2729522 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -2730574.250000 Penalty: 5136.558105
	Iteration 11Q: 3 clusters Score -2730574 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -2731438.250000 Penalty: 5136.558105
	Iteration 12Q: 3 clusters Score -2731438 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2732057.250000 Penalty: 5136.558105
	Iteration 13Q: 3 clusters Score -2732057 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -2732433.250000 Penalty: 5136.558105
	Iteration 14Q: 3 clusters Score -2732433 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2732685.250000 Penalty: 5136.558105
	Iteration 15Q: 3 clusters Score -2732685 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -2732855.000000 Penalty: 5136.558105
	Iteration 16Q: 3 clusters Score -2732855 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -2732986.750000 Penalty: 5136.558105
	Iteration 17Q: 3 clusters Score -2732987 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -2733061.250000 Penalty: 5136.558105
	Iteration 18Q: 3 clusters Score -2733061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -2733107.000000 Penalty: 5136.558105
	Iteration 19Q: 3 clusters Score -2733107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -2733142.500000 Penalty: 5136.558105
	Iteration 20F: 3 clusters Score -2733142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2733175.500000 Penalty: 5136.558105
	Iteration 21Q: 3 clusters Score -2733176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -2733191.250000 Penalty: 5136.558105
	Iteration 22Q: 3 clusters Score -2733191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -2733199.750000 Penalty: 5136.558105
	Iteration 23Q: 3 clusters Score -2733200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -2733212.250000 Penalty: 5136.558105
	Iteration 24Q: 3 clusters Score -2733212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -2733214.500000 Penalty: 5136.558105
	Iteration 25Q: 3 clusters Score -2733214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -2733218.750000 Penalty: 5136.558105
	Iteration 26Q: 3 clusters Score -2733219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -2733218.750000 Penalty: 5136.558105
	Iteration 27F: 3 clusters Score -2733219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Entering Unmasked Estep 
Score: -1465732.875000 Penalty: 2405.164795
	Iteration 0F: 2 clusters Score -1465733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1454048.625000 Penalty: 4810.329590
	Iteration 0F: 3 clusters Score -1454049 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1457890.000000 Penalty: 4810.329590
	Iteration 1F: 3 clusters Score -1457890 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1458224.875000 Penalty: 4810.329590
	Iteration 2F: 3 clusters Score -1458225 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1458504.625000 Penalty: 4810.329590
	Iteration 3Q: 3 clusters Score -1458505 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1458707.000000 Penalty: 4810.329590
	Iteration 4Q: 3 clusters Score -1458707 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1458887.125000 Penalty: 4810.329590
	Iteration 5Q: 3 clusters Score -1458887 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1459070.875000 Penalty: 4810.329590
	Iteration 6Q: 3 clusters Score -1459071 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1459271.625000 Penalty: 4810.329590
	Iteration 7Q: 3 clusters Score -1459272 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1459503.500000 Penalty: 4810.329590
	Iteration 8Q: 3 clusters Score -1459504 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1459776.625000 Penalty: 4810.329590
	Iteration 9Q: 3 clusters Score -1459777 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1460151.875000 Penalty: 4810.329590
	Iteration 10Q: 3 clusters Score -1460152 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1460599.375000 Penalty: 4810.329590
	Iteration 11Q: 3 clusters Score -1460599 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1461117.375000 Penalty: 4810.329590
	Iteration 12Q: 3 clusters Score -1461117 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1461710.125000 Penalty: 4810.329590
	Iteration 13Q: 3 clusters Score -1461710 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1462295.750000 Penalty: 4810.329590
	Iteration 14Q: 3 clusters Score -1462296 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1462723.750000 Penalty: 4810.329590
	Iteration 15Q: 3 clusters Score -1462724 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1462967.250000 Penalty: 4810.329590
	Iteration 16Q: 3 clusters Score -1462967 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1463129.625000 Penalty: 4810.329590
	Iteration 17Q: 3 clusters Score -1463130 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1463239.250000 Penalty: 4810.329590
	Iteration 18Q: 3 clusters Score -1463239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1463320.250000 Penalty: 4810.329590
	Iteration 19Q: 3 clusters Score -1463320 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1463376.375000 Penalty: 4810.329590
	Iteration 20F: 3 clusters Score -1463376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1463435.500000 Penalty: 4810.329590
	Iteration 21Q: 3 clusters Score -1463436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1463471.125000 Penalty: 4810.329590
	Iteration 22Q: 3 clusters Score -1463471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1463500.750000 Penalty: 4810.329590
	Iteration 23Q: 3 clusters Score -1463501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1463522.000000 Penalty: 4810.329590
	Iteration 24Q: 3 clusters Score -1463522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1463532.000000 Penalty: 4810.329590
	Iteration 25Q: 3 clusters Score -1463532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1463547.375000 Penalty: 4810.329590
	Iteration 26Q: 3 clusters Score -1463547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1463559.000000 Penalty: 4810.329590
	Iteration 27Q: 3 clusters Score -1463559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1463568.500000 Penalty: 4810.329590
	Iteration 28Q: 3 clusters Score -1463568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1463578.250000 Penalty: 4810.329590
	Iteration 29Q: 3 clusters Score -1463578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1463588.625000 Penalty: 4810.329590
	Iteration 30Q: 3 clusters Score -1463589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1463599.625000 Penalty: 4810.329590
	Iteration 31Q: 3 clusters Score -1463600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1463605.500000 Penalty: 4810.329590
	Iteration 32Q: 3 clusters Score -1463606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1463609.125000 Penalty: 4810.329590
	Iteration 33Q: 3 clusters Score -1463609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1463618.625000 Penalty: 4810.329590
	Iteration 34Q: 3 clusters Score -1463619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1463619.750000 Penalty: 4810.329590
	Iteration 35Q: 3 clusters Score -1463620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1463619.125000 Penalty: 4810.329590
	Iteration 36Q: 3 clusters Score -1463619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1463622.750000 Penalty: 4810.329590
	Iteration 37Q: 3 clusters Score -1463623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1463623.000000 Penalty: 4810.329590
	Iteration 38Q: 3 clusters Score -1463623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1463629.000000 Penalty: 4810.329590
	Iteration 39Q: 3 clusters Score -1463629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1463628.500000 Penalty: 4810.329590
	Iteration 40F: 3 clusters Score -1463628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1463630.250000 Penalty: 4810.329590
	Iteration 41Q: 3 clusters Score -1463630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1463636.625000 Penalty: 4810.329590
	Iteration 42Q: 3 clusters Score -1463637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1463641.750000 Penalty: 4810.329590
	Iteration 43Q: 3 clusters Score -1463642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1463647.000000 Penalty: 4810.329590
	Iteration 44Q: 3 clusters Score -1463647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1463647.250000 Penalty: 4810.329590
	Iteration 45Q: 3 clusters Score -1463647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1463650.125000 Penalty: 4810.329590
	Iteration 46Q: 3 clusters Score -1463650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1463657.875000 Penalty: 4810.329590
	Iteration 47Q: 3 clusters Score -1463658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1463660.750000 Penalty: 4810.329590
	Iteration 48Q: 3 clusters Score -1463661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1463657.000000 Penalty: 4810.329590
	Iteration 49Q: 3 clusters Score -1463657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1463663.625000 Penalty: 4810.329590
	Iteration 50Q: 3 clusters Score -1463664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1463666.875000 Penalty: 4810.329590
	Iteration 51Q: 3 clusters Score -1463667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1463674.625000 Penalty: 4810.329590
	Iteration 52Q: 3 clusters Score -1463675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1463676.625000 Penalty: 4810.329590
	Iteration 53Q: 3 clusters Score -1463677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1463680.500000 Penalty: 4810.329590
	Iteration 54Q: 3 clusters Score -1463680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1463681.875000 Penalty: 4810.329590
	Iteration 55Q: 3 clusters Score -1463682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1463689.750000 Penalty: 4810.329590
	Iteration 56Q: 3 clusters Score -1463690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1463698.250000 Penalty: 4810.329590
	Iteration 57Q: 3 clusters Score -1463698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1463702.375000 Penalty: 4810.329590
	Iteration 58Q: 3 clusters Score -1463702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1463704.125000 Penalty: 4810.329590
	Iteration 59Q: 3 clusters Score -1463704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1463706.375000 Penalty: 4810.329590
	Iteration 60F: 3 clusters Score -1463706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1463712.000000 Penalty: 4810.329590
	Iteration 61Q: 3 clusters Score -1463712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1463713.000000 Penalty: 4810.329590
	Iteration 62Q: 3 clusters Score -1463713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1463712.875000 Penalty: 4810.329590
	Iteration 63Q: 3 clusters Score -1463713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1463713.125000 Penalty: 4810.329590
	Iteration 64Q: 3 clusters Score -1463713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1463717.875000 Penalty: 4810.329590
	Iteration 65Q: 3 clusters Score -1463718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1463720.875000 Penalty: 4810.329590
	Iteration 66Q: 3 clusters Score -1463721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1463720.625000 Penalty: 4810.329590
	Iteration 67Q: 3 clusters Score -1463721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1463720.250000 Penalty: 4810.329590
	Iteration 68Q: 3 clusters Score -1463720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1463722.500000 Penalty: 4810.329590
	Iteration 69Q: 3 clusters Score -1463722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1463721.250000 Penalty: 4810.329590
	Iteration 70Q: 3 clusters Score -1463721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1463721.875000 Penalty: 4810.329590
	Iteration 71Q: 3 clusters Score -1463722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1463725.250000 Penalty: 4810.329590
	Iteration 72Q: 3 clusters Score -1463725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1463725.625000 Penalty: 4810.329590
	Iteration 73Q: 3 clusters Score -1463726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1463725.625000 Penalty: 4810.329590
	Iteration 74F: 3 clusters Score -1463726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Entering Unmasked Estep 
Score: -2273789.500000 Penalty: 2522.453613
	Iteration 0F: 2 clusters Score -2273790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2255808.500000 Penalty: 5044.907227
	Iteration 0F: 3 clusters Score -2255808 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2262231.750000 Penalty: 5044.907227
	Iteration 1F: 3 clusters Score -2262232 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2262672.500000 Penalty: 5044.907227
	Iteration 2Q: 3 clusters Score -2262672 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2263107.250000 Penalty: 5044.907227
	Iteration 3Q: 3 clusters Score -2263107 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2263567.250000 Penalty: 5044.907227
	Iteration 4Q: 3 clusters Score -2263567 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2264096.000000 Penalty: 5044.907227
	Iteration 5Q: 3 clusters Score -2264096 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2264746.750000 Penalty: 5044.907227
	Iteration 6Q: 3 clusters Score -2264747 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2265531.500000 Penalty: 5044.907227
	Iteration 7F: 3 clusters Score -2265532 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2266418.000000 Penalty: 5044.907227
	Iteration 8F: 3 clusters Score -2266418 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2267286.750000 Penalty: 5044.907227
	Iteration 9F: 3 clusters Score -2267287 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2268068.500000 Penalty: 5044.907227
	Iteration 10Q: 3 clusters Score -2268068 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2268766.500000 Penalty: 5044.907227
	Iteration 11Q: 3 clusters Score -2268766 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2269391.750000 Penalty: 5044.907227
	Iteration 12Q: 3 clusters Score -2269392 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2269993.500000 Penalty: 5044.907227
	Iteration 13Q: 3 clusters Score -2269994 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2270413.750000 Penalty: 5044.907227
	Iteration 14Q: 3 clusters Score -2270414 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2270664.250000 Penalty: 5044.907227
	Iteration 15Q: 3 clusters Score -2270664 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2270845.000000 Penalty: 5044.907227
	Iteration 16Q: 3 clusters Score -2270845 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2270978.500000 Penalty: 5044.907227
	Iteration 17Q: 3 clusters Score -2270978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2271050.250000 Penalty: 5044.907227
	Iteration 18Q: 3 clusters Score -2271050 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2271140.000000 Penalty: 5044.907227
	Iteration 19Q: 3 clusters Score -2271140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2271216.250000 Penalty: 5044.907227
	Iteration 20F: 3 clusters Score -2271216 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2271285.000000 Penalty: 5044.907227
	Iteration 21Q: 3 clusters Score -2271285 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2271354.750000 Penalty: 5044.907227
	Iteration 22Q: 3 clusters Score -2271355 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2271407.500000 Penalty: 5044.907227
	Iteration 23Q: 3 clusters Score -2271408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2271449.750000 Penalty: 5044.907227
	Iteration 24Q: 3 clusters Score -2271450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2271505.500000 Penalty: 5044.907227
	Iteration 25Q: 3 clusters Score -2271506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2271540.750000 Penalty: 5044.907227
	Iteration 26Q: 3 clusters Score -2271541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2271563.500000 Penalty: 5044.907227
	Iteration 27Q: 3 clusters Score -2271564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2271589.000000 Penalty: 5044.907227
	Iteration 28Q: 3 clusters Score -2271589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2271626.750000 Penalty: 5044.907227
	Iteration 29Q: 3 clusters Score -2271627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2271658.000000 Penalty: 5044.907227
	Iteration 30Q: 3 clusters Score -2271658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2271675.500000 Penalty: 5044.907227
	Iteration 31Q: 3 clusters Score -2271676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2271698.000000 Penalty: 5044.907227
	Iteration 32Q: 3 clusters Score -2271698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2271721.250000 Penalty: 5044.907227
	Iteration 33Q: 3 clusters Score -2271721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2271740.000000 Penalty: 5044.907227
	Iteration 34Q: 3 clusters Score -2271740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2271752.250000 Penalty: 5044.907227
	Iteration 35Q: 3 clusters Score -2271752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2271764.500000 Penalty: 5044.907227
	Iteration 36Q: 3 clusters Score -2271764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2271773.250000 Penalty: 5044.907227
	Iteration 37Q: 3 clusters Score -2271773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2271776.500000 Penalty: 5044.907227
	Iteration 38Q: 3 clusters Score -2271776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2271789.250000 Penalty: 5044.907227
	Iteration 39Q: 3 clusters Score -2271789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2271808.750000 Penalty: 5044.907227
	Iteration 40F: 3 clusters Score -2271809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2271813.250000 Penalty: 5044.907227
	Iteration 41Q: 3 clusters Score -2271813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2271824.500000 Penalty: 5044.907227
	Iteration 42Q: 3 clusters Score -2271824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2271825.250000 Penalty: 5044.907227
	Iteration 43Q: 3 clusters Score -2271825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2271833.000000 Penalty: 5044.907227
	Iteration 44Q: 3 clusters Score -2271833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2271843.000000 Penalty: 5044.907227
	Iteration 45Q: 3 clusters Score -2271843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2271853.000000 Penalty: 5044.907227
	Iteration 46Q: 3 clusters Score -2271853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2271863.250000 Penalty: 5044.907227
	Iteration 47Q: 3 clusters Score -2271863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2271873.250000 Penalty: 5044.907227
	Iteration 48Q: 3 clusters Score -2271873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2271882.500000 Penalty: 5044.907227
	Iteration 49Q: 3 clusters Score -2271882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2271891.250000 Penalty: 5044.907227
	Iteration 50Q: 3 clusters Score -2271891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2271895.000000 Penalty: 5044.907227
	Iteration 51Q: 3 clusters Score -2271895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2271900.000000 Penalty: 5044.907227
	Iteration 52Q: 3 clusters Score -2271900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2271910.750000 Penalty: 5044.907227
	Iteration 53Q: 3 clusters Score -2271911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2271918.000000 Penalty: 5044.907227
	Iteration 54Q: 3 clusters Score -2271918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2271930.250000 Penalty: 5044.907227
	Iteration 55Q: 3 clusters Score -2271930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -2271926.500000 Penalty: 5044.907227
	Iteration 56Q: 3 clusters Score -2271926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2271933.750000 Penalty: 5044.907227
	Iteration 57Q: 3 clusters Score -2271934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2271932.750000 Penalty: 5044.907227
	Iteration 58Q: 3 clusters Score -2271933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2271932.750000 Penalty: 5044.907227
	Iteration 59Q: 3 clusters Score -2271933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2271931.000000 Penalty: 5044.907227
	Iteration 60F: 3 clusters Score -2271931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2271932.000000 Penalty: 5044.907227
	Iteration 61Q: 3 clusters Score -2271932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2271932.000000 Penalty: 5044.907227
	Iteration 62F: 3 clusters Score -2271932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22335.613281 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22335.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21085.871094 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21085.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21187.580078 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21187.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21205.894531 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21205.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21216.281250 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21216.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21217.976562 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21217.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21223.273438 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21223.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21225.386719 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -21225.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21233.744141 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -21233.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21240.794922 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -21240.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21240.794922 Penalty: 2829.076172
	Iteration 9F: 3 clusters Score -21240.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -247205.093750 Penalty: 1992.427612
	Iteration 0F: 2 clusters Score -247205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -243944.203125 Penalty: 3984.855225
	Iteration 0F: 3 clusters Score -243944.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -244775.546875 Penalty: 3984.855225
	Iteration 1F: 3 clusters Score -244775.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -244980.640625 Penalty: 3984.855225
	Iteration 2F: 3 clusters Score -244980.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -245121.609375 Penalty: 3984.855225
	Iteration 3F: 3 clusters Score -245121.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -245234.359375 Penalty: 3984.855225
	Iteration 4Q: 3 clusters Score -245234.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -245346.109375 Penalty: 3984.855225
	Iteration 5Q: 3 clusters Score -245346.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -245426.828125 Penalty: 3984.855225
	Iteration 6Q: 3 clusters Score -245426.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -245519.218750 Penalty: 3984.855225
	Iteration 7Q: 3 clusters Score -245519.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245586.328125 Penalty: 3984.855225
	Iteration 8Q: 3 clusters Score -245586.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -245663.968750 Penalty: 3984.855225
	Iteration 9Q: 3 clusters Score -245664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -245748.218750 Penalty: 3984.855225
	Iteration 10Q: 3 clusters Score -245748.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -245823.078125 Penalty: 3984.855225
	Iteration 11Q: 3 clusters Score -245823.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -245888.203125 Penalty: 3984.855225
	Iteration 12Q: 3 clusters Score -245888.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -245938.187500 Penalty: 3984.855225
	Iteration 13Q: 3 clusters Score -245938.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -245970.859375 Penalty: 3984.855225
	Iteration 14Q: 3 clusters Score -245970.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -245992.359375 Penalty: 3984.855225
	Iteration 15Q: 3 clusters Score -245992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -246003.593750 Penalty: 3984.855225
	Iteration 16Q: 3 clusters Score -246003.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -246021.312500 Penalty: 3984.855225
	Iteration 17Q: 3 clusters Score -246021.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -246040.296875 Penalty: 3984.855225
	Iteration 18Q: 3 clusters Score -246040.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -246052.421875 Penalty: 3984.855225
	Iteration 19Q: 3 clusters Score -246052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -246082.312500 Penalty: 3984.855225
	Iteration 20F: 3 clusters Score -246082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -246102.328125 Penalty: 3984.855225
	Iteration 21Q: 3 clusters Score -246102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -246109.687500 Penalty: 3984.855225
	Iteration 22Q: 3 clusters Score -246109.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -246119.312500 Penalty: 3984.855225
	Iteration 23Q: 3 clusters Score -246119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -246125.187500 Penalty: 3984.855225
	Iteration 24Q: 3 clusters Score -246125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -246129.500000 Penalty: 3984.855225
	Iteration 25Q: 3 clusters Score -246129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -246133.453125 Penalty: 3984.855225
	Iteration 26Q: 3 clusters Score -246133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -246138.859375 Penalty: 3984.855225
	Iteration 27Q: 3 clusters Score -246138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -246139.750000 Penalty: 3984.855225
	Iteration 28Q: 3 clusters Score -246139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -246144.078125 Penalty: 3984.855225
	Iteration 29Q: 3 clusters Score -246144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -246147.265625 Penalty: 3984.855225
	Iteration 30Q: 3 clusters Score -246147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -246152.046875 Penalty: 3984.855225
	Iteration 31Q: 3 clusters Score -246152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -246153.921875 Penalty: 3984.855225
	Iteration 32Q: 3 clusters Score -246153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -246157.625000 Penalty: 3984.855225
	Iteration 33Q: 3 clusters Score -246157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -246159.234375 Penalty: 3984.855225
	Iteration 34Q: 3 clusters Score -246159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -246160.500000 Penalty: 3984.855225
	Iteration 35Q: 3 clusters Score -246160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -246163.250000 Penalty: 3984.855225
	Iteration 36Q: 3 clusters Score -246163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -246165.546875 Penalty: 3984.855225
	Iteration 37Q: 3 clusters Score -246165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -246167.343750 Penalty: 3984.855225
	Iteration 38Q: 3 clusters Score -246167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -246167.843750 Penalty: 3984.855225
	Iteration 39Q: 3 clusters Score -246167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -246167.843750 Penalty: 3984.855225
	Iteration 40F: 3 clusters Score -246167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (206236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206236 members 
Entering Unmasked Estep 
Score: -18384184.000000 Penalty: 3034.720459
	Iteration 0F: 2 clusters Score -1.838418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -18245582.000000 Penalty: 6069.440918
	Iteration 0F: 3 clusters Score -1.824558e+07 nChanged 99309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 103143 members 
Entering Unmasked Estep 
Score: -18303754.000000 Penalty: 6069.440918
	Iteration 1F: 3 clusters Score -1.830375e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -18304922.000000 Penalty: 6069.440918
	Iteration 2Q: 3 clusters Score -1.830492e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -18306122.000000 Penalty: 6069.440918
	Iteration 3Q: 3 clusters Score -1.830612e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -18307242.000000 Penalty: 6069.440918
	Iteration 4Q: 3 clusters Score -1.830724e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -18308676.000000 Penalty: 6069.440918
	Iteration 5Q: 3 clusters Score -1.830868e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -18310028.000000 Penalty: 6069.440918
	Iteration 6Q: 3 clusters Score -1.831003e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -18311620.000000 Penalty: 6069.440918
	Iteration 7Q: 3 clusters Score -1.831162e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -18313678.000000 Penalty: 6069.440918
	Iteration 8Q: 3 clusters Score -1.831368e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -18316098.000000 Penalty: 6069.440918
	Iteration 9Q: 3 clusters Score -1.83161e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -18319444.000000 Penalty: 6069.440918
	Iteration 10Q: 3 clusters Score -1.831944e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -18324958.000000 Penalty: 6069.440918
	Iteration 11Q: 3 clusters Score -1.832496e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -18332330.000000 Penalty: 6069.440918
	Iteration 12F: 3 clusters Score -1.833233e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -18340064.000000 Penalty: 6069.440918
	Iteration 13F: 3 clusters Score -1.834006e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -18343820.000000 Penalty: 6069.440918
	Iteration 14Q: 3 clusters Score -1.834382e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -18344980.000000 Penalty: 6069.440918
	Iteration 15Q: 3 clusters Score -1.834498e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -18345628.000000 Penalty: 6069.440918
	Iteration 16Q: 3 clusters Score -1.834563e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -18345938.000000 Penalty: 6069.440918
	Iteration 17Q: 3 clusters Score -1.834594e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -18346166.000000 Penalty: 6069.440918
	Iteration 18Q: 3 clusters Score -1.834617e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 111083 members 
Entering Unmasked Estep 
Score: -18346386.000000 Penalty: 6069.440918
	Iteration 19Q: 3 clusters Score -1.834639e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -18346590.000000 Penalty: 6069.440918
	Iteration 20F: 3 clusters Score -1.834659e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -18346782.000000 Penalty: 6069.440918
	Iteration 21Q: 3 clusters Score -1.834678e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -18346994.000000 Penalty: 6069.440918
	Iteration 22Q: 3 clusters Score -1.834699e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -18347334.000000 Penalty: 6069.440918
	Iteration 23Q: 3 clusters Score -1.834733e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 116449 members 
Entering Unmasked Estep 
Score: -18347548.000000 Penalty: 6069.440918
	Iteration 24Q: 3 clusters Score -1.834755e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -18347824.000000 Penalty: 6069.440918
	Iteration 25Q: 3 clusters Score -1.834782e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -18348166.000000 Penalty: 6069.440918
	Iteration 26Q: 3 clusters Score -1.834817e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -18348490.000000 Penalty: 6069.440918
	Iteration 27Q: 3 clusters Score -1.834849e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -18348720.000000 Penalty: 6069.440918
	Iteration 28Q: 3 clusters Score -1.834872e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -18349102.000000 Penalty: 6069.440918
	Iteration 29Q: 3 clusters Score -1.83491e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -18349486.000000 Penalty: 6069.440918
	Iteration 30Q: 3 clusters Score -1.834949e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -18349670.000000 Penalty: 6069.440918
	Iteration 31Q: 3 clusters Score -1.834967e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -18350046.000000 Penalty: 6069.440918
	Iteration 32Q: 3 clusters Score -1.835005e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -18350430.000000 Penalty: 6069.440918
	Iteration 33Q: 3 clusters Score -1.835043e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 133907 members 
Entering Unmasked Estep 
Score: -18350960.000000 Penalty: 6069.440918
	Iteration 34Q: 3 clusters Score -1.835096e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -18351474.000000 Penalty: 6069.440918
	Iteration 35Q: 3 clusters Score -1.835147e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -18352088.000000 Penalty: 6069.440918
	Iteration 36Q: 3 clusters Score -1.835209e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -18352804.000000 Penalty: 6069.440918
	Iteration 37Q: 3 clusters Score -1.83528e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -18353348.000000 Penalty: 6069.440918
	Iteration 38Q: 3 clusters Score -1.835335e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 147317 members 
Entering Unmasked Estep 
Score: -18354220.000000 Penalty: 6069.440918
	Iteration 39Q: 3 clusters Score -1.835422e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 150614 members 
Entering Unmasked Estep 
Score: -18355012.000000 Penalty: 6069.440918
	Iteration 40F: 3 clusters Score -1.835501e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -18356032.000000 Penalty: 6069.440918
	Iteration 41Q: 3 clusters Score -1.835603e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -18357296.000000 Penalty: 6069.440918
	Iteration 42Q: 3 clusters Score -1.83573e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 161160 members 
Entering Unmasked Estep 
Score: -18358506.000000 Penalty: 6069.440918
	Iteration 43Q: 3 clusters Score -1.835851e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 164965 members 
Entering Unmasked Estep 
Score: -18359868.000000 Penalty: 6069.440918
	Iteration 44Q: 3 clusters Score -1.835987e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 168845 members 
Entering Unmasked Estep 
Score: -18361422.000000 Penalty: 6069.440918
	Iteration 45Q: 3 clusters Score -1.836142e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -18363030.000000 Penalty: 6069.440918
	Iteration 46Q: 3 clusters Score -1.836303e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -18364970.000000 Penalty: 6069.440918
	Iteration 47Q: 3 clusters Score -1.836497e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 180632 members 
Entering Unmasked Estep 
Score: -18366964.000000 Penalty: 6069.440918
	Iteration 48Q: 3 clusters Score -1.836696e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 184488 members 
Entering Unmasked Estep 
Score: -18369000.000000 Penalty: 6069.440918
	Iteration 49Q: 3 clusters Score -1.8369e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 188146 members 
Entering Unmasked Estep 
Score: -18370988.000000 Penalty: 6069.440918
	Iteration 50Q: 3 clusters Score -1.837099e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 191495 members 
Entering Unmasked Estep 
Score: -18372850.000000 Penalty: 6069.440918
	Iteration 51Q: 3 clusters Score -1.837285e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 194515 members 
Entering Unmasked Estep 
Score: -18374720.000000 Penalty: 6069.440918
	Iteration 52Q: 3 clusters Score -1.837472e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 197149 members 
Entering Unmasked Estep 
Score: -18376370.000000 Penalty: 6069.440918
	Iteration 53Q: 3 clusters Score -1.837637e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 199332 members 
Entering Unmasked Estep 
Score: -18377734.000000 Penalty: 6069.440918
	Iteration 54Q: 3 clusters Score -1.837773e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 201074 members 
Entering Unmasked Estep 
Score: -18378868.000000 Penalty: 6069.440918
	Iteration 55Q: 3 clusters Score -1.837887e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 202439 members 
Entering Unmasked Estep 
Score: -18379786.000000 Penalty: 6069.440918
	Iteration 56Q: 3 clusters Score -1.837979e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 203415 members 
Entering Unmasked Estep 
Score: -18380408.000000 Penalty: 6069.440918
	Iteration 57Q: 3 clusters Score -1.838041e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 204071 members 
Entering Unmasked Estep 
Score: -18380882.000000 Penalty: 6069.440918
	Iteration 58Q: 3 clusters Score -1.838088e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 204517 members 
Entering Unmasked Estep 
Score: -18381172.000000 Penalty: 6069.440918
	Iteration 59Q: 3 clusters Score -1.838117e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 204798 members 
Entering Unmasked Estep 
Score: -18381310.000000 Penalty: 6069.440918
	Iteration 60F: 3 clusters Score -1.838131e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 204975 members 
Entering Unmasked Estep 
Score: -18381434.000000 Penalty: 6069.440918
	Iteration 61Q: 3 clusters Score -1.838143e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 205099 members 
Entering Unmasked Estep 
Score: -18381518.000000 Penalty: 6069.440918
	Iteration 62Q: 3 clusters Score -1.838152e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 205197 members 
Entering Unmasked Estep 
Score: -18381550.000000 Penalty: 6069.440918
	Iteration 63Q: 3 clusters Score -1.838155e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 205282 members 
Entering Unmasked Estep 
Score: -18381580.000000 Penalty: 6069.440918
	Iteration 64Q: 3 clusters Score -1.838158e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 205334 members 
Entering Unmasked Estep 
Score: -18381628.000000 Penalty: 6069.440918
	Iteration 65Q: 3 clusters Score -1.838163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 205370 members 
Entering Unmasked Estep 
Score: -18381664.000000 Penalty: 6069.440918
	Iteration 66Q: 3 clusters Score -1.838166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 205403 members 
Entering Unmasked Estep 
Score: -18381694.000000 Penalty: 6069.440918
	Iteration 67Q: 3 clusters Score -1.838169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 205436 members 
Entering Unmasked Estep 
Score: -18381708.000000 Penalty: 6069.440918
	Iteration 68Q: 3 clusters Score -1.838171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 205457 members 
Entering Unmasked Estep 
Score: -18381718.000000 Penalty: 6069.440918
	Iteration 69Q: 3 clusters Score -1.838172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 205475 members 
Entering Unmasked Estep 
Score: -18381740.000000 Penalty: 6069.440918
	Iteration 70Q: 3 clusters Score -1.838174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 205488 members 
Entering Unmasked Estep 
Score: -18381744.000000 Penalty: 6069.440918
	Iteration 71Q: 3 clusters Score -1.838174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 205494 members 
Entering Unmasked Estep 
Score: -18381766.000000 Penalty: 6069.440918
	Iteration 72Q: 3 clusters Score -1.838177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 205498 members 
Entering Unmasked Estep 
Score: -18381758.000000 Penalty: 6069.440918
	Iteration 73Q: 3 clusters Score -1.838176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 205507 members 
Entering Unmasked Estep 
Score: -18381756.000000 Penalty: 6069.440918
	Iteration 74Q: 3 clusters Score -1.838176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 205511 members 
Entering Unmasked Estep 
Score: -18381762.000000 Penalty: 6069.440918
	Iteration 75Q: 3 clusters Score -1.838176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 205518 members 
Entering Unmasked Estep 
Score: -18381760.000000 Penalty: 6069.440918
	Iteration 76Q: 3 clusters Score -1.838176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 205522 members 
Entering Unmasked Estep 
Score: -18381762.000000 Penalty: 6069.440918
	Iteration 77Q: 3 clusters Score -1.838176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 205524 members 
Entering Unmasked Estep 
Score: -18381748.000000 Penalty: 6069.440918
	Iteration 78Q: 3 clusters Score -1.838175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 205524 members 
Entering Unmasked Estep 
Score: -18381748.000000 Penalty: 6069.440918
	Iteration 79F: 3 clusters Score -1.838175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (166974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Entering Unmasked Estep 
Score: -14939012.000000 Penalty: 2982.347168
	Iteration 0F: 2 clusters Score -1.493901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -14827045.000000 Penalty: 5964.694336
	Iteration 0F: 3 clusters Score -1.482704e+07 nChanged 80074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -14873287.000000 Penalty: 5964.694336
	Iteration 1F: 3 clusters Score -1.487329e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -14874767.000000 Penalty: 5964.694336
	Iteration 2Q: 3 clusters Score -1.487477e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -14877123.000000 Penalty: 5964.694336
	Iteration 3Q: 3 clusters Score -1.487712e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -14881433.000000 Penalty: 5964.694336
	Iteration 4Q: 3 clusters Score -1.488143e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -14888889.000000 Penalty: 5964.694336
	Iteration 5F: 3 clusters Score -1.488889e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -14898843.000000 Penalty: 5964.694336
	Iteration 6F: 3 clusters Score -1.489884e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -14909583.000000 Penalty: 5964.694336
	Iteration 7F: 3 clusters Score -1.490958e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 112686 members 
Entering Unmasked Estep 
Score: -14918968.000000 Penalty: 5964.694336
	Iteration 8F: 3 clusters Score -1.491897e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -14926189.000000 Penalty: 5964.694336
	Iteration 9F: 3 clusters Score -1.492619e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 123780 members 
Entering Unmasked Estep 
Score: -14930747.000000 Penalty: 5964.694336
	Iteration 10Q: 3 clusters Score -1.493075e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 127790 members 
Entering Unmasked Estep 
Score: -14933629.000000 Penalty: 5964.694336
	Iteration 11Q: 3 clusters Score -1.493363e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -14935677.000000 Penalty: 5964.694336
	Iteration 12Q: 3 clusters Score -1.493568e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -14937341.000000 Penalty: 5964.694336
	Iteration 13Q: 3 clusters Score -1.493734e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 136949 members 
Entering Unmasked Estep 
Score: -14938478.000000 Penalty: 5964.694336
	Iteration 14Q: 3 clusters Score -1.493848e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 139227 members 
Entering Unmasked Estep 
Score: -14939408.000000 Penalty: 5964.694336
	Iteration 15Q: 3 clusters Score -1.493941e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -14940195.000000 Penalty: 5964.694336
	Iteration 16Q: 3 clusters Score -1.49402e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -14940796.000000 Penalty: 5964.694336
	Iteration 17Q: 3 clusters Score -1.49408e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 144361 members 
Entering Unmasked Estep 
Score: -14941404.000000 Penalty: 5964.694336
	Iteration 18Q: 3 clusters Score -1.49414e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 145618 members 
Entering Unmasked Estep 
Score: -14941743.000000 Penalty: 5964.694336
	Iteration 19Q: 3 clusters Score -1.494174e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 146681 members 
Entering Unmasked Estep 
Score: -14941966.000000 Penalty: 5964.694336
	Iteration 20F: 3 clusters Score -1.494197e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 147584 members 
Entering Unmasked Estep 
Score: -14942146.000000 Penalty: 5964.694336
	Iteration 21Q: 3 clusters Score -1.494215e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 148324 members 
Entering Unmasked Estep 
Score: -14942340.000000 Penalty: 5964.694336
	Iteration 22Q: 3 clusters Score -1.494234e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 148906 members 
Entering Unmasked Estep 
Score: -14942475.000000 Penalty: 5964.694336
	Iteration 23Q: 3 clusters Score -1.494248e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 149384 members 
Entering Unmasked Estep 
Score: -14942419.000000 Penalty: 5964.694336
	Iteration 24Q: 3 clusters Score -1.494242e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -14942507.000000 Penalty: 5964.694336
	Iteration 25Q: 3 clusters Score -1.494251e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 150143 members 
Entering Unmasked Estep 
Score: -14942554.000000 Penalty: 5964.694336
	Iteration 26Q: 3 clusters Score -1.494255e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -14942578.000000 Penalty: 5964.694336
	Iteration 27Q: 3 clusters Score -1.494258e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -14942583.000000 Penalty: 5964.694336
	Iteration 28Q: 3 clusters Score -1.494258e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -14942624.000000 Penalty: 5964.694336
	Iteration 29Q: 3 clusters Score -1.494262e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -14942632.000000 Penalty: 5964.694336
	Iteration 30Q: 3 clusters Score -1.494263e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -14942663.000000 Penalty: 5964.694336
	Iteration 31Q: 3 clusters Score -1.494266e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -14942686.000000 Penalty: 5964.694336
	Iteration 32Q: 3 clusters Score -1.494269e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -14942674.000000 Penalty: 5964.694336
	Iteration 33Q: 3 clusters Score -1.494267e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -14942679.000000 Penalty: 5964.694336
	Iteration 34Q: 3 clusters Score -1.494268e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 151629 members 
Entering Unmasked Estep 
Score: -14942716.000000 Penalty: 5964.694336
	Iteration 35Q: 3 clusters Score -1.494272e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -14942728.000000 Penalty: 5964.694336
	Iteration 36Q: 3 clusters Score -1.494273e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 151784 members 
Entering Unmasked Estep 
Score: -14942718.000000 Penalty: 5964.694336
	Iteration 37Q: 3 clusters Score -1.494272e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 151851 members 
Entering Unmasked Estep 
Score: -14942748.000000 Penalty: 5964.694336
	Iteration 38Q: 3 clusters Score -1.494275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -14942749.000000 Penalty: 5964.694336
	Iteration 39Q: 3 clusters Score -1.494275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -14942759.000000 Penalty: 5964.694336
	Iteration 40F: 3 clusters Score -1.494276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 152001 members 
Entering Unmasked Estep 
Score: -14942760.000000 Penalty: 5964.694336
	Iteration 41Q: 3 clusters Score -1.494276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -14942746.000000 Penalty: 5964.694336
	Iteration 42Q: 3 clusters Score -1.494275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 152056 members 
Entering Unmasked Estep 
Score: -14942734.000000 Penalty: 5964.694336
	Iteration 43Q: 3 clusters Score -1.494273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 152082 members 
Entering Unmasked Estep 
Score: -14942728.000000 Penalty: 5964.694336
	Iteration 44Q: 3 clusters Score -1.494273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 152100 members 
Entering Unmasked Estep 
Score: -14942721.000000 Penalty: 5964.694336
	Iteration 45Q: 3 clusters Score -1.494272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -14942712.000000 Penalty: 5964.694336
	Iteration 46Q: 3 clusters Score -1.494271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -14942716.000000 Penalty: 5964.694336
	Iteration 47Q: 3 clusters Score -1.494272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -14942715.000000 Penalty: 5964.694336
	Iteration 48Q: 3 clusters Score -1.494272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 152150 members 
Entering Unmasked Estep 
Score: -14942711.000000 Penalty: 5964.694336
	Iteration 49Q: 3 clusters Score -1.494271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -14942716.000000 Penalty: 5964.694336
	Iteration 50Q: 3 clusters Score -1.494272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 152161 members 
Entering Unmasked Estep 
Score: -14942699.000000 Penalty: 5964.694336
	Iteration 51Q: 3 clusters Score -1.49427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -14942694.000000 Penalty: 5964.694336
	Iteration 52Q: 3 clusters Score -1.494269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -14942695.000000 Penalty: 5964.694336
	Iteration 53Q: 3 clusters Score -1.49427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -14942694.000000 Penalty: 5964.694336
	Iteration 54Q: 3 clusters Score -1.494269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -14942694.000000 Penalty: 5964.694336
	Iteration 55F: 3 clusters Score -1.494269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 37631 members 
Mstep: Class 3 contains 201455 members 
Mstep: Class 4 contains 39608 members 
Mstep: Class 5 contains 111849 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 415591 members 
Mstep: Class 8 contains 68455 members 
Mstep: Class 9 contains 27402 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 124607 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 52920 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 18 contains 26139 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 206236 members 
Mstep: Class 22 contains 14805 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25429 members 
Mstep: Class 29 contains 17976 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15013 members 
Mstep: Class 32 contains 152169 members 
Entering Unmasked Estep 
Score: -146473088.000000 Penalty: 113876.406250
Splitting cluster 22 changes total score from -146468384.000000 to -146473088.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -450388.250000 Penalty: 2135.630127
	Iteration 0F: 2 clusters Score -450388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -445610.843750 Penalty: 4271.260254
	Iteration 0F: 3 clusters Score -445610.8 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -446856.406250 Penalty: 4271.260254
	Iteration 1F: 3 clusters Score -446856.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -447201.906250 Penalty: 4271.260254
	Iteration 2F: 3 clusters Score -447201.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -447520.281250 Penalty: 4271.260254
	Iteration 3F: 3 clusters Score -447520.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -447845.437500 Penalty: 4271.260254
	Iteration 4F: 3 clusters Score -447845.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -448188.812500 Penalty: 4271.260254
	Iteration 5F: 3 clusters Score -448188.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -448497.937500 Penalty: 4271.260254
	Iteration 6F: 3 clusters Score -448497.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -448801.156250 Penalty: 4271.260254
	Iteration 7F: 3 clusters Score -448801.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -449084.875000 Penalty: 4271.260254
	Iteration 8F: 3 clusters Score -449084.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -449304.656250 Penalty: 4271.260254
	Iteration 9Q: 3 clusters Score -449304.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -449498.468750 Penalty: 4271.260254
	Iteration 10Q: 3 clusters Score -449498.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -449695.531250 Penalty: 4271.260254
	Iteration 11Q: 3 clusters Score -449695.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -449896.843750 Penalty: 4271.260254
	Iteration 12Q: 3 clusters Score -449896.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -450098.718750 Penalty: 4271.260254
	Iteration 13Q: 3 clusters Score -450098.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -450251.562500 Penalty: 4271.260254
	Iteration 14Q: 3 clusters Score -450251.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -450381.156250 Penalty: 4271.260254
	Iteration 15Q: 3 clusters Score -450381.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -450506.125000 Penalty: 4271.260254
	Iteration 16Q: 3 clusters Score -450506.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -450610.843750 Penalty: 4271.260254
	Iteration 17Q: 3 clusters Score -450610.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -450709.062500 Penalty: 4271.260254
	Iteration 18Q: 3 clusters Score -450709.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -450821.375000 Penalty: 4271.260254
	Iteration 19Q: 3 clusters Score -450821.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -450866.687500 Penalty: 4271.260254
	Iteration 20F: 3 clusters Score -450866.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -450882.062500 Penalty: 4271.260254
	Iteration 21Q: 3 clusters Score -450882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -450888.937500 Penalty: 4271.260254
	Iteration 22Q: 3 clusters Score -450888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -450893.156250 Penalty: 4271.260254
	Iteration 23Q: 3 clusters Score -450893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -450894.843750 Penalty: 4271.260254
	Iteration 24Q: 3 clusters Score -450894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -450896.468750 Penalty: 4271.260254
	Iteration 25Q: 3 clusters Score -450896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -450897.031250 Penalty: 4271.260254
	Iteration 26Q: 3 clusters Score -450897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -450898.062500 Penalty: 4271.260254
	Iteration 27Q: 3 clusters Score -450898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -450897.687500 Penalty: 4271.260254
	Iteration 28Q: 3 clusters Score -450897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -450897.687500 Penalty: 4271.260254
	Iteration 29F: 3 clusters Score -450897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 37631 members 
Mstep: Class 3 contains 201455 members 
Mstep: Class 4 contains 39608 members 
Mstep: Class 5 contains 111849 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 415591 members 
Mstep: Class 8 contains 68455 members 
Mstep: Class 9 contains 27402 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 124607 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 52920 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 18 contains 26139 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 206236 members 
Mstep: Class 22 contains 14805 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 25429 members 
Mstep: Class 29 contains 17976 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15013 members 
Mstep: Class 32 contains 152169 members 
Mstep: Class 33 contains 2319 members 
Entering Unmasked Estep 
Score: -146471744.000000 Penalty: 117435.039062
Splitting cluster 23 changes total score from -146468384.000000 to -146471744.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (11355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Entering Unmasked Estep 
Score: -1024675.750000 Penalty: 2315.678711
	Iteration 0F: 2 clusters Score -1024676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1016113.125000 Penalty: 4631.357422
	Iteration 0F: 3 clusters Score -1016113 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1018557.875000 Penalty: 4631.357422
	Iteration 1F: 3 clusters Score -1018558 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1018855.062500 Penalty: 4631.357422
	Iteration 2F: 3 clusters Score -1018855 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1019082.125000 Penalty: 4631.357422
	Iteration 3Q: 3 clusters Score -1019082 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1019254.687500 Penalty: 4631.357422
	Iteration 4Q: 3 clusters Score -1019255 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1019382.062500 Penalty: 4631.357422
	Iteration 5Q: 3 clusters Score -1019382 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1019488.312500 Penalty: 4631.357422
	Iteration 6Q: 3 clusters Score -1019488 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1019585.187500 Penalty: 4631.357422
	Iteration 7Q: 3 clusters Score -1019585 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1019664.250000 Penalty: 4631.357422
	Iteration 8Q: 3 clusters Score -1019664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1019741.875000 Penalty: 4631.357422
	Iteration 9Q: 3 clusters Score -1019742 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1019822.750000 Penalty: 4631.357422
	Iteration 10Q: 3 clusters Score -1019823 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1019895.562500 Penalty: 4631.357422
	Iteration 11Q: 3 clusters Score -1019896 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1019967.937500 Penalty: 4631.357422
	Iteration 12Q: 3 clusters Score -1019968 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1020041.937500 Penalty: 4631.357422
	Iteration 13Q: 3 clusters Score -1020042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1020145.062500 Penalty: 4631.357422
	Iteration 14Q: 3 clusters Score -1020145 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1020294.812500 Penalty: 4631.357422
	Iteration 15Q: 3 clusters Score -1020295 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1020469.500000 Penalty: 4631.357422
	Iteration 16Q: 3 clusters Score -1020470 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1020683.562500 Penalty: 4631.357422
	Iteration 17Q: 3 clusters Score -1020684 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1020951.125000 Penalty: 4631.357422
	Iteration 18Q: 3 clusters Score -1020951 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1021234.250000 Penalty: 4631.357422
	Iteration 19Q: 3 clusters Score -1021234 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1021529.875000 Penalty: 4631.357422
	Iteration 20F: 3 clusters Score -1021530 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1021727.500000 Penalty: 4631.357422
	Iteration 21Q: 3 clusters Score -1021728 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1021868.375000 Penalty: 4631.357422
	Iteration 22Q: 3 clusters Score -1021868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1021953.125000 Penalty: 4631.357422
	Iteration 23Q: 3 clusters Score -1021953 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1022022.937500 Penalty: 4631.357422
	Iteration 24Q: 3 clusters Score -1022023 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1022081.125000 Penalty: 4631.357422
	Iteration 25Q: 3 clusters Score -1022081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1022136.062500 Penalty: 4631.357422
	Iteration 26Q: 3 clusters Score -1022136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1022179.500000 Penalty: 4631.357422
	Iteration 27Q: 3 clusters Score -1022180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1022221.500000 Penalty: 4631.357422
	Iteration 28Q: 3 clusters Score -1022222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1022258.750000 Penalty: 4631.357422
	Iteration 29Q: 3 clusters Score -1022259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1022288.312500 Penalty: 4631.357422
	Iteration 30Q: 3 clusters Score -1022288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1022321.937500 Penalty: 4631.357422
	Iteration 31Q: 3 clusters Score -1022322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1022342.375000 Penalty: 4631.357422
	Iteration 32Q: 3 clusters Score -1022342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1022362.125000 Penalty: 4631.357422
	Iteration 33Q: 3 clusters Score -1022362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1022376.750000 Penalty: 4631.357422
	Iteration 34Q: 3 clusters Score -1022377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1022395.500000 Penalty: 4631.357422
	Iteration 35Q: 3 clusters Score -1022396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1022408.687500 Penalty: 4631.357422
	Iteration 36Q: 3 clusters Score -1022409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1022426.500000 Penalty: 4631.357422
	Iteration 37Q: 3 clusters Score -1022426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1022437.812500 Penalty: 4631.357422
	Iteration 38Q: 3 clusters Score -1022438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1022455.125000 Penalty: 4631.357422
	Iteration 39Q: 3 clusters Score -1022455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1022467.187500 Penalty: 4631.357422
	Iteration 40F: 3 clusters Score -1022467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1022477.437500 Penalty: 4631.357422
	Iteration 41Q: 3 clusters Score -1022477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1022494.437500 Penalty: 4631.357422
	Iteration 42Q: 3 clusters Score -1022494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1022510.062500 Penalty: 4631.357422
	Iteration 43Q: 3 clusters Score -1022510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1022523.750000 Penalty: 4631.357422
	Iteration 44Q: 3 clusters Score -1022524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1022535.062500 Penalty: 4631.357422
	Iteration 45Q: 3 clusters Score -1022535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1022540.812500 Penalty: 4631.357422
	Iteration 46Q: 3 clusters Score -1022541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1022550.812500 Penalty: 4631.357422
	Iteration 47Q: 3 clusters Score -1022551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1022566.375000 Penalty: 4631.357422
	Iteration 48Q: 3 clusters Score -1022566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1022578.250000 Penalty: 4631.357422
	Iteration 49Q: 3 clusters Score -1022578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1022589.375000 Penalty: 4631.357422
	Iteration 50Q: 3 clusters Score -1022589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1022604.500000 Penalty: 4631.357422
	Iteration 51Q: 3 clusters Score -1022604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1022611.625000 Penalty: 4631.357422
	Iteration 52Q: 3 clusters Score -1022612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1022619.875000 Penalty: 4631.357422
	Iteration 53Q: 3 clusters Score -1022620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1022625.500000 Penalty: 4631.357422
	Iteration 54Q: 3 clusters Score -1022626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1022635.937500 Penalty: 4631.357422
	Iteration 55Q: 3 clusters Score -1022636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1022638.187500 Penalty: 4631.357422
	Iteration 56Q: 3 clusters Score -1022638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1022642.312500 Penalty: 4631.357422
	Iteration 57Q: 3 clusters Score -1022642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1022644.562500 Penalty: 4631.357422
	Iteration 58Q: 3 clusters Score -1022645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1022644.812500 Penalty: 4631.357422
	Iteration 59Q: 3 clusters Score -1022645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1022645.500000 Penalty: 4631.357422
	Iteration 60F: 3 clusters Score -1022646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1022645.562500 Penalty: 4631.357422
	Iteration 61Q: 3 clusters Score -1022646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1022646.812500 Penalty: 4631.357422
	Iteration 62Q: 3 clusters Score -1022647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1022647.937500 Penalty: 4631.357422
	Iteration 63Q: 3 clusters Score -1022648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1022647.937500 Penalty: 4631.357422
	Iteration 64F: 3 clusters Score -1022648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -295668.031250 Penalty: 2026.065674
	Iteration 0F: 2 clusters Score -295668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -292013.781250 Penalty: 4052.131348
	Iteration 0F: 3 clusters Score -292013.8 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -292795.437500 Penalty: 4052.131348
	Iteration 1F: 3 clusters Score -292795.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -292955.250000 Penalty: 4052.131348
	Iteration 2F: 3 clusters Score -292955.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -293041.468750 Penalty: 4052.131348
	Iteration 3Q: 3 clusters Score -293041.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -293113.843750 Penalty: 4052.131348
	Iteration 4Q: 3 clusters Score -293113.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -293171.468750 Penalty: 4052.131348
	Iteration 5Q: 3 clusters Score -293171.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -293211.812500 Penalty: 4052.131348
	Iteration 6Q: 3 clusters Score -293211.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -293262.750000 Penalty: 4052.131348
	Iteration 7Q: 3 clusters Score -293262.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -293307.125000 Penalty: 4052.131348
	Iteration 8Q: 3 clusters Score -293307.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -293349.562500 Penalty: 4052.131348
	Iteration 9Q: 3 clusters Score -293349.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -293384.468750 Penalty: 4052.131348
	Iteration 10Q: 3 clusters Score -293384.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -293419.937500 Penalty: 4052.131348
	Iteration 11Q: 3 clusters Score -293419.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -293475.875000 Penalty: 4052.131348
	Iteration 12Q: 3 clusters Score -293475.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -293545.875000 Penalty: 4052.131348
	Iteration 13Q: 3 clusters Score -293545.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -293608.437500 Penalty: 4052.131348
	Iteration 14Q: 3 clusters Score -293608.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293703.531250 Penalty: 4052.131348
	Iteration 15Q: 3 clusters Score -293703.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -293801.968750 Penalty: 4052.131348
	Iteration 16Q: 3 clusters Score -293802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -293885.218750 Penalty: 4052.131348
	Iteration 17Q: 3 clusters Score -293885.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -293959.187500 Penalty: 4052.131348
	Iteration 18Q: 3 clusters Score -293959.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -294028.031250 Penalty: 4052.131348
	Iteration 19Q: 3 clusters Score -294028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -294083.781250 Penalty: 4052.131348
	Iteration 20F: 3 clusters Score -294083.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -294138.843750 Penalty: 4052.131348
	Iteration 21Q: 3 clusters Score -294138.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -294169.625000 Penalty: 4052.131348
	Iteration 22Q: 3 clusters Score -294169.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -294198.593750 Penalty: 4052.131348
	Iteration 23Q: 3 clusters Score -294198.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -294225.906250 Penalty: 4052.131348
	Iteration 24Q: 3 clusters Score -294225.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -294243.906250 Penalty: 4052.131348
	Iteration 25Q: 3 clusters Score -294243.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -294259.562500 Penalty: 4052.131348
	Iteration 26Q: 3 clusters Score -294259.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -294268.906250 Penalty: 4052.131348
	Iteration 27Q: 3 clusters Score -294268.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -294274.343750 Penalty: 4052.131348
	Iteration 28Q: 3 clusters Score -294274.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -294276.500000 Penalty: 4052.131348
	Iteration 29Q: 3 clusters Score -294276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -294278.156250 Penalty: 4052.131348
	Iteration 30Q: 3 clusters Score -294278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -294279.406250 Penalty: 4052.131348
	Iteration 31Q: 3 clusters Score -294279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -294280.625000 Penalty: 4052.131348
	Iteration 32Q: 3 clusters Score -294280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -294281.187500 Penalty: 4052.131348
	Iteration 33Q: 3 clusters Score -294281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -294282.343750 Penalty: 4052.131348
	Iteration 34Q: 3 clusters Score -294282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -294283.375000 Penalty: 4052.131348
	Iteration 35Q: 3 clusters Score -294283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -294283.343750 Penalty: 4052.131348
	Iteration 36Q: 3 clusters Score -294283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -294283.468750 Penalty: 4052.131348
	Iteration 37Q: 3 clusters Score -294283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -294284.437500 Penalty: 4052.131348
	Iteration 38Q: 3 clusters Score -294284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -294284.656250 Penalty: 4052.131348
	Iteration 39Q: 3 clusters Score -294284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -294285.031250 Penalty: 4052.131348
	Iteration 40F: 3 clusters Score -294285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -294285.875000 Penalty: 4052.131348
	Iteration 41Q: 3 clusters Score -294285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -294286.718750 Penalty: 4052.131348
	Iteration 42Q: 3 clusters Score -294286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -294287.156250 Penalty: 4052.131348
	Iteration 43Q: 3 clusters Score -294287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -294287.031250 Penalty: 4052.131348
	Iteration 44Q: 3 clusters Score -294287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -294287.031250 Penalty: 4052.131348
	Iteration 45F: 3 clusters Score -294287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -571192.000000 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -571192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -565460.812500 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -565460.8 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -566941.250000 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -566941.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -567198.437500 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -567198.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -567372.875000 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -567372.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -567517.187500 Penalty: 4378.860352
	Iteration 4Q: 3 clusters Score -567517.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -567640.125000 Penalty: 4378.860352
	Iteration 5Q: 3 clusters Score -567640.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -567739.875000 Penalty: 4378.860352
	Iteration 6Q: 3 clusters Score -567739.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -567814.875000 Penalty: 4378.860352
	Iteration 7Q: 3 clusters Score -567814.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -567888.437500 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -567888.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -567953.250000 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -567953.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -568006.375000 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -568006.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -568057.750000 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -568057.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -568104.437500 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -568104.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -568157.062500 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -568157.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -568225.062500 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -568225.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -568282.875000 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -568282.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -568336.625000 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -568336.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -568381.500000 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -568381.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -568433.750000 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -568433.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -568495.000000 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -568495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -568562.812500 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -568562.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -568643.562500 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -568643.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -568720.937500 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -568720.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -568833.875000 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -568833.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -568956.625000 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -568956.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -569056.250000 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -569056.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -569128.937500 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -569128.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -569197.625000 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -569197.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -569261.562500 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -569261.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -569324.000000 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -569324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -569403.812500 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -569403.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -569476.375000 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -569476.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -569526.312500 Penalty: 4378.860352
	Iteration 32Q: 3 clusters Score -569526.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -569575.312500 Penalty: 4378.860352
	Iteration 33Q: 3 clusters Score -569575.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -569616.687500 Penalty: 4378.860352
	Iteration 34Q: 3 clusters Score -569616.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -569644.937500 Penalty: 4378.860352
	Iteration 35Q: 3 clusters Score -569644.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -569666.187500 Penalty: 4378.860352
	Iteration 36Q: 3 clusters Score -569666.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -569682.187500 Penalty: 4378.860352
	Iteration 37Q: 3 clusters Score -569682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -569694.250000 Penalty: 4378.860352
	Iteration 38Q: 3 clusters Score -569694.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -569706.062500 Penalty: 4378.860352
	Iteration 39Q: 3 clusters Score -569706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -569721.000000 Penalty: 4378.860352
	Iteration 40F: 3 clusters Score -569721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -569734.000000 Penalty: 4378.860352
	Iteration 41Q: 3 clusters Score -569734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -569743.125000 Penalty: 4378.860352
	Iteration 42Q: 3 clusters Score -569743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -569751.375000 Penalty: 4378.860352
	Iteration 43Q: 3 clusters Score -569751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -569754.625000 Penalty: 4378.860352
	Iteration 44Q: 3 clusters Score -569754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -569757.875000 Penalty: 4378.860352
	Iteration 45Q: 3 clusters Score -569757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -569758.937500 Penalty: 4378.860352
	Iteration 46Q: 3 clusters Score -569758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -569760.687500 Penalty: 4378.860352
	Iteration 47Q: 3 clusters Score -569760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -569760.687500 Penalty: 4378.860352
	Iteration 48F: 3 clusters Score -569760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -737976.875000 Penalty: 2258.750488
	Iteration 0F: 2 clusters Score -737976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -730981.750000 Penalty: 4517.500977
	Iteration 0F: 3 clusters Score -730981.8 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -733901.937500 Penalty: 4517.500977
	Iteration 1F: 3 clusters Score -733901.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -735211.187500 Penalty: 4517.500977
	Iteration 2F: 3 clusters Score -735211.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -736106.437500 Penalty: 4517.500977
	Iteration 3F: 3 clusters Score -736106.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -736651.250000 Penalty: 4517.500977
	Iteration 4F: 3 clusters Score -736651.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -737077.312500 Penalty: 4517.500977
	Iteration 5F: 3 clusters Score -737077.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -737440.000000 Penalty: 4517.500977
	Iteration 6Q: 3 clusters Score -737440 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -737782.062500 Penalty: 4517.500977
	Iteration 7Q: 3 clusters Score -737782.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -738130.750000 Penalty: 4517.500977
	Iteration 8Q: 3 clusters Score -738130.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -738421.750000 Penalty: 4517.500977
	Iteration 9Q: 3 clusters Score -738421.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -738622.437500 Penalty: 4517.500977
	Iteration 10Q: 3 clusters Score -738622.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -738741.562500 Penalty: 4517.500977
	Iteration 11Q: 3 clusters Score -738741.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -738786.250000 Penalty: 4517.500977
	Iteration 12Q: 3 clusters Score -738786.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -738803.562500 Penalty: 4517.500977
	Iteration 13Q: 3 clusters Score -738803.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -738814.750000 Penalty: 4517.500977
	Iteration 14Q: 3 clusters Score -738814.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -738817.750000 Penalty: 4517.500977
	Iteration 15Q: 3 clusters Score -738817.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -738823.687500 Penalty: 4517.500977
	Iteration 16Q: 3 clusters Score -738823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -738824.937500 Penalty: 4517.500977
	Iteration 17Q: 3 clusters Score -738824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -738826.062500 Penalty: 4517.500977
	Iteration 18Q: 3 clusters Score -738826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -738826.875000 Penalty: 4517.500977
	Iteration 19Q: 3 clusters Score -738826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -738828.437500 Penalty: 4517.500977
	Iteration 20F: 3 clusters Score -738828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -738829.375000 Penalty: 4517.500977
	Iteration 21Q: 3 clusters Score -738829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -738831.625000 Penalty: 4517.500977
	Iteration 22Q: 3 clusters Score -738831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -738831.750000 Penalty: 4517.500977
	Iteration 23Q: 3 clusters Score -738831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -738831.750000 Penalty: 4517.500977
	Iteration 24F: 3 clusters Score -738831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 37631 members 
Mstep: Class 3 contains 201455 members 
Mstep: Class 4 contains 39608 members 
Mstep: Class 5 contains 111849 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 415591 members 
Mstep: Class 8 contains 68455 members 
Mstep: Class 9 contains 27402 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 124607 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 52920 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 18 contains 26139 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 206236 members 
Mstep: Class 22 contains 14805 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 6368 members 
Mstep: Class 28 contains 25429 members 
Mstep: Class 29 contains 17976 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15013 members 
Mstep: Class 32 contains 152169 members 
Mstep: Class 33 contains 2319 members 
Mstep: Class 34 contains 2658 members 
Entering Unmasked Estep 
Score: -146471408.000000 Penalty: 120993.679688
Splitting cluster 27 changes total score from -146468384.000000 to -146471408.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 28 (25429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Entering Unmasked Estep 
Score: -2178375.750000 Penalty: 2515.624023
	Iteration 0F: 2 clusters Score -2178376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2160745.250000 Penalty: 5031.248047
	Iteration 0F: 3 clusters Score -2160745 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2166846.750000 Penalty: 5031.248047
	Iteration 1F: 3 clusters Score -2166847 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2167268.250000 Penalty: 5031.248047
	Iteration 2Q: 3 clusters Score -2167268 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2167620.000000 Penalty: 5031.248047
	Iteration 3Q: 3 clusters Score -2167620 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2167932.250000 Penalty: 5031.248047
	Iteration 4Q: 3 clusters Score -2167932 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2168243.750000 Penalty: 5031.248047
	Iteration 5Q: 3 clusters Score -2168244 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2168608.500000 Penalty: 5031.248047
	Iteration 6Q: 3 clusters Score -2168608 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2169007.000000 Penalty: 5031.248047
	Iteration 7Q: 3 clusters Score -2169007 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2169575.250000 Penalty: 5031.248047
	Iteration 8Q: 3 clusters Score -2169575 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2170377.000000 Penalty: 5031.248047
	Iteration 9Q: 3 clusters Score -2170377 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2171430.750000 Penalty: 5031.248047
	Iteration 10Q: 3 clusters Score -2171431 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2172586.250000 Penalty: 5031.248047
	Iteration 11F: 3 clusters Score -2172586 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2173542.500000 Penalty: 5031.248047
	Iteration 12Q: 3 clusters Score -2173542 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2174257.250000 Penalty: 5031.248047
	Iteration 13Q: 3 clusters Score -2174257 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2174723.250000 Penalty: 5031.248047
	Iteration 14Q: 3 clusters Score -2174723 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2175013.500000 Penalty: 5031.248047
	Iteration 15Q: 3 clusters Score -2175014 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2175231.500000 Penalty: 5031.248047
	Iteration 16Q: 3 clusters Score -2175232 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2175405.500000 Penalty: 5031.248047
	Iteration 17Q: 3 clusters Score -2175406 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2175540.500000 Penalty: 5031.248047
	Iteration 18Q: 3 clusters Score -2175540 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2175649.500000 Penalty: 5031.248047
	Iteration 19Q: 3 clusters Score -2175650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2175758.250000 Penalty: 5031.248047
	Iteration 20F: 3 clusters Score -2175758 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2175850.250000 Penalty: 5031.248047
	Iteration 21Q: 3 clusters Score -2175850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2175916.500000 Penalty: 5031.248047
	Iteration 22Q: 3 clusters Score -2175916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2175973.000000 Penalty: 5031.248047
	Iteration 23Q: 3 clusters Score -2175973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2176017.000000 Penalty: 5031.248047
	Iteration 24Q: 3 clusters Score -2176017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2176041.000000 Penalty: 5031.248047
	Iteration 25Q: 3 clusters Score -2176041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2176061.250000 Penalty: 5031.248047
	Iteration 26Q: 3 clusters Score -2176061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2176079.500000 Penalty: 5031.248047
	Iteration 27Q: 3 clusters Score -2176080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2176106.750000 Penalty: 5031.248047
	Iteration 28Q: 3 clusters Score -2176107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2176127.750000 Penalty: 5031.248047
	Iteration 29Q: 3 clusters Score -2176128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2176150.500000 Penalty: 5031.248047
	Iteration 30Q: 3 clusters Score -2176150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2176163.000000 Penalty: 5031.248047
	Iteration 31Q: 3 clusters Score -2176163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2176180.250000 Penalty: 5031.248047
	Iteration 32Q: 3 clusters Score -2176180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2176200.250000 Penalty: 5031.248047
	Iteration 33Q: 3 clusters Score -2176200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2176216.000000 Penalty: 5031.248047
	Iteration 34Q: 3 clusters Score -2176216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2176225.250000 Penalty: 5031.248047
	Iteration 35Q: 3 clusters Score -2176225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2176232.750000 Penalty: 5031.248047
	Iteration 36Q: 3 clusters Score -2176233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2176234.750000 Penalty: 5031.248047
	Iteration 37Q: 3 clusters Score -2176235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2176236.250000 Penalty: 5031.248047
	Iteration 38Q: 3 clusters Score -2176236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2176237.000000 Penalty: 5031.248047
	Iteration 39Q: 3 clusters Score -2176237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2176242.500000 Penalty: 5031.248047
	Iteration 40F: 3 clusters Score -2176242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2176241.500000 Penalty: 5031.248047
	Iteration 41Q: 3 clusters Score -2176242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2176243.500000 Penalty: 5031.248047
	Iteration 42Q: 3 clusters Score -2176244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2176243.500000 Penalty: 5031.248047
	Iteration 43Q: 3 clusters Score -2176244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2176247.000000 Penalty: 5031.248047
	Iteration 44Q: 3 clusters Score -2176247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2176247.750000 Penalty: 5031.248047
	Iteration 45Q: 3 clusters Score -2176248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2176247.250000 Penalty: 5031.248047
	Iteration 46Q: 3 clusters Score -2176247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2176250.500000 Penalty: 5031.248047
	Iteration 47Q: 3 clusters Score -2176250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2176251.500000 Penalty: 5031.248047
	Iteration 48Q: 3 clusters Score -2176252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2176252.000000 Penalty: 5031.248047
	Iteration 49Q: 3 clusters Score -2176252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2176252.000000 Penalty: 5031.248047
	Iteration 50F: 3 clusters Score -2176252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Entering Unmasked Estep 
Score: -1435686.625000 Penalty: 2429.604736
	Iteration 0F: 2 clusters Score -1435687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1422983.500000 Penalty: 4859.209473
	Iteration 0F: 3 clusters Score -1422984 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1427174.375000 Penalty: 4859.209473
	Iteration 1F: 3 clusters Score -1427174 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1427539.750000 Penalty: 4859.209473
	Iteration 2F: 3 clusters Score -1427540 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1427881.250000 Penalty: 4859.209473
	Iteration 3Q: 3 clusters Score -1427881 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1428277.000000 Penalty: 4859.209473
	Iteration 4Q: 3 clusters Score -1428277 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1428764.625000 Penalty: 4859.209473
	Iteration 5Q: 3 clusters Score -1428765 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1429340.250000 Penalty: 4859.209473
	Iteration 6F: 3 clusters Score -1429340 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1429994.000000 Penalty: 4859.209473
	Iteration 7F: 3 clusters Score -1429994 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1430688.375000 Penalty: 4859.209473
	Iteration 8F: 3 clusters Score -1430688 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1431329.250000 Penalty: 4859.209473
	Iteration 9Q: 3 clusters Score -1431329 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1431838.500000 Penalty: 4859.209473
	Iteration 10Q: 3 clusters Score -1431838 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1432218.875000 Penalty: 4859.209473
	Iteration 11Q: 3 clusters Score -1432219 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1432487.125000 Penalty: 4859.209473
	Iteration 12Q: 3 clusters Score -1432487 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1432661.000000 Penalty: 4859.209473
	Iteration 13Q: 3 clusters Score -1432661 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1432805.875000 Penalty: 4859.209473
	Iteration 14Q: 3 clusters Score -1432806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1432928.000000 Penalty: 4859.209473
	Iteration 15Q: 3 clusters Score -1432928 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1433005.750000 Penalty: 4859.209473
	Iteration 16Q: 3 clusters Score -1433006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1433077.375000 Penalty: 4859.209473
	Iteration 17Q: 3 clusters Score -1433077 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1433122.250000 Penalty: 4859.209473
	Iteration 18Q: 3 clusters Score -1433122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1433180.250000 Penalty: 4859.209473
	Iteration 19Q: 3 clusters Score -1433180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1433225.250000 Penalty: 4859.209473
	Iteration 20F: 3 clusters Score -1433225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1433254.875000 Penalty: 4859.209473
	Iteration 21Q: 3 clusters Score -1433255 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1433281.250000 Penalty: 4859.209473
	Iteration 22Q: 3 clusters Score -1433281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1433308.750000 Penalty: 4859.209473
	Iteration 23Q: 3 clusters Score -1433309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1433339.625000 Penalty: 4859.209473
	Iteration 24Q: 3 clusters Score -1433340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1433376.000000 Penalty: 4859.209473
	Iteration 25Q: 3 clusters Score -1433376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1433402.625000 Penalty: 4859.209473
	Iteration 26Q: 3 clusters Score -1433403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1433411.000000 Penalty: 4859.209473
	Iteration 27Q: 3 clusters Score -1433411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1433428.375000 Penalty: 4859.209473
	Iteration 28Q: 3 clusters Score -1433428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1433436.125000 Penalty: 4859.209473
	Iteration 29Q: 3 clusters Score -1433436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1433438.375000 Penalty: 4859.209473
	Iteration 30Q: 3 clusters Score -1433438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1433439.500000 Penalty: 4859.209473
	Iteration 31Q: 3 clusters Score -1433440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1433446.750000 Penalty: 4859.209473
	Iteration 32Q: 3 clusters Score -1433447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1433453.375000 Penalty: 4859.209473
	Iteration 33Q: 3 clusters Score -1433453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1433457.250000 Penalty: 4859.209473
	Iteration 34Q: 3 clusters Score -1433457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1433457.875000 Penalty: 4859.209473
	Iteration 35Q: 3 clusters Score -1433458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1433462.625000 Penalty: 4859.209473
	Iteration 36Q: 3 clusters Score -1433463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1433468.125000 Penalty: 4859.209473
	Iteration 37Q: 3 clusters Score -1433468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1433467.875000 Penalty: 4859.209473
	Iteration 38Q: 3 clusters Score -1433468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1433474.000000 Penalty: 4859.209473
	Iteration 39Q: 3 clusters Score -1433474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1433474.250000 Penalty: 4859.209473
	Iteration 40F: 3 clusters Score -1433474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1433477.750000 Penalty: 4859.209473
	Iteration 41Q: 3 clusters Score -1433478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1433481.125000 Penalty: 4859.209473
	Iteration 42Q: 3 clusters Score -1433481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1433483.250000 Penalty: 4859.209473
	Iteration 43Q: 3 clusters Score -1433483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1433488.875000 Penalty: 4859.209473
	Iteration 44Q: 3 clusters Score -1433489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1433495.000000 Penalty: 4859.209473
	Iteration 45Q: 3 clusters Score -1433495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1433496.875000 Penalty: 4859.209473
	Iteration 46Q: 3 clusters Score -1433497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1433500.250000 Penalty: 4859.209473
	Iteration 47Q: 3 clusters Score -1433500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1433505.375000 Penalty: 4859.209473
	Iteration 48Q: 3 clusters Score -1433505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1433505.750000 Penalty: 4859.209473
	Iteration 49Q: 3 clusters Score -1433506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1433512.125000 Penalty: 4859.209473
	Iteration 50Q: 3 clusters Score -1433512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1433511.875000 Penalty: 4859.209473
	Iteration 51Q: 3 clusters Score -1433512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1433514.500000 Penalty: 4859.209473
	Iteration 52Q: 3 clusters Score -1433514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1433522.500000 Penalty: 4859.209473
	Iteration 53Q: 3 clusters Score -1433522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1433526.000000 Penalty: 4859.209473
	Iteration 54Q: 3 clusters Score -1433526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1433528.375000 Penalty: 4859.209473
	Iteration 55Q: 3 clusters Score -1433528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1433528.750000 Penalty: 4859.209473
	Iteration 56Q: 3 clusters Score -1433529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1433529.750000 Penalty: 4859.209473
	Iteration 57Q: 3 clusters Score -1433530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1433534.000000 Penalty: 4859.209473
	Iteration 58Q: 3 clusters Score -1433534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1433535.250000 Penalty: 4859.209473
	Iteration 59Q: 3 clusters Score -1433535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1433534.500000 Penalty: 4859.209473
	Iteration 60F: 3 clusters Score -1433534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -169826.218750 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -169826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -167194.375000 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -167194.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -167635.312500 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -167635.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -167765.265625 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -167765.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167838.546875 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -167838.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -167880.265625 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -167880.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -167914.625000 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -167914.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -167939.218750 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -167939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -167966.578125 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -167966.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -167987.203125 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -167987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -168005.171875 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -168005.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -168017.562500 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -168017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168025.531250 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -168025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168028.937500 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -168028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168031.015625 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -168031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168032.281250 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -168032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168032.281250 Penalty: 3777.187988
	Iteration 15F: 3 clusters Score -168032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Entering Unmasked Estep 
Score: -1343959.875000 Penalty: 2384.934570
	Iteration 0F: 2 clusters Score -1343960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1333151.375000 Penalty: 4769.869141
	Iteration 0F: 3 clusters Score -1333151 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1336590.625000 Penalty: 4769.869141
	Iteration 1F: 3 clusters Score -1336591 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1337038.500000 Penalty: 4769.869141
	Iteration 2F: 3 clusters Score -1337038 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1337526.125000 Penalty: 4769.869141
	Iteration 3F: 3 clusters Score -1337526 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1337996.750000 Penalty: 4769.869141
	Iteration 4F: 3 clusters Score -1337997 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1338488.125000 Penalty: 4769.869141
	Iteration 5F: 3 clusters Score -1338488 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1339062.750000 Penalty: 4769.869141
	Iteration 6F: 3 clusters Score -1339063 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1339640.125000 Penalty: 4769.869141
	Iteration 7F: 3 clusters Score -1339640 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1340197.875000 Penalty: 4769.869141
	Iteration 8F: 3 clusters Score -1340198 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1340714.375000 Penalty: 4769.869141
	Iteration 9F: 3 clusters Score -1340714 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1341142.500000 Penalty: 4769.869141
	Iteration 10Q: 3 clusters Score -1341142 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1341461.250000 Penalty: 4769.869141
	Iteration 11Q: 3 clusters Score -1341461 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1341673.000000 Penalty: 4769.869141
	Iteration 12Q: 3 clusters Score -1341673 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1341835.625000 Penalty: 4769.869141
	Iteration 13Q: 3 clusters Score -1341836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1341951.500000 Penalty: 4769.869141
	Iteration 14Q: 3 clusters Score -1341952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1342037.500000 Penalty: 4769.869141
	Iteration 15Q: 3 clusters Score -1342038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1342109.625000 Penalty: 4769.869141
	Iteration 16Q: 3 clusters Score -1342110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1342170.625000 Penalty: 4769.869141
	Iteration 17Q: 3 clusters Score -1342171 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1342227.250000 Penalty: 4769.869141
	Iteration 18Q: 3 clusters Score -1342227 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1342278.625000 Penalty: 4769.869141
	Iteration 19Q: 3 clusters Score -1342279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1342324.625000 Penalty: 4769.869141
	Iteration 20F: 3 clusters Score -1342325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1342371.500000 Penalty: 4769.869141
	Iteration 21Q: 3 clusters Score -1342372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1342408.750000 Penalty: 4769.869141
	Iteration 22Q: 3 clusters Score -1342409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1342447.625000 Penalty: 4769.869141
	Iteration 23Q: 3 clusters Score -1342448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1342480.750000 Penalty: 4769.869141
	Iteration 24Q: 3 clusters Score -1342481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1342497.625000 Penalty: 4769.869141
	Iteration 25Q: 3 clusters Score -1342498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1342524.500000 Penalty: 4769.869141
	Iteration 26Q: 3 clusters Score -1342524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1342544.250000 Penalty: 4769.869141
	Iteration 27Q: 3 clusters Score -1342544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1342561.625000 Penalty: 4769.869141
	Iteration 28Q: 3 clusters Score -1342562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1342582.625000 Penalty: 4769.869141
	Iteration 29Q: 3 clusters Score -1342583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1342594.375000 Penalty: 4769.869141
	Iteration 30Q: 3 clusters Score -1342594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1342618.625000 Penalty: 4769.869141
	Iteration 31Q: 3 clusters Score -1342619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1342634.625000 Penalty: 4769.869141
	Iteration 32Q: 3 clusters Score -1342635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1342646.875000 Penalty: 4769.869141
	Iteration 33Q: 3 clusters Score -1342647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1342659.125000 Penalty: 4769.869141
	Iteration 34Q: 3 clusters Score -1342659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1342664.500000 Penalty: 4769.869141
	Iteration 35Q: 3 clusters Score -1342664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1342680.750000 Penalty: 4769.869141
	Iteration 36Q: 3 clusters Score -1342681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1342699.375000 Penalty: 4769.869141
	Iteration 37Q: 3 clusters Score -1342699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1342709.750000 Penalty: 4769.869141
	Iteration 38Q: 3 clusters Score -1342710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1342723.250000 Penalty: 4769.869141
	Iteration 39Q: 3 clusters Score -1342723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1342734.875000 Penalty: 4769.869141
	Iteration 40F: 3 clusters Score -1342735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1342746.000000 Penalty: 4769.869141
	Iteration 41Q: 3 clusters Score -1342746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1342755.000000 Penalty: 4769.869141
	Iteration 42Q: 3 clusters Score -1342755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1342760.875000 Penalty: 4769.869141
	Iteration 43Q: 3 clusters Score -1342761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1342764.750000 Penalty: 4769.869141
	Iteration 44Q: 3 clusters Score -1342765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1342764.500000 Penalty: 4769.869141
	Iteration 45Q: 3 clusters Score -1342764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1342764.250000 Penalty: 4769.869141
	Iteration 46Q: 3 clusters Score -1342764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1342768.625000 Penalty: 4769.869141
	Iteration 47Q: 3 clusters Score -1342769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1342774.000000 Penalty: 4769.869141
	Iteration 48Q: 3 clusters Score -1342774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1342772.875000 Penalty: 4769.869141
	Iteration 49Q: 3 clusters Score -1342773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1342774.625000 Penalty: 4769.869141
	Iteration 50Q: 3 clusters Score -1342775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1342774.375000 Penalty: 4769.869141
	Iteration 51Q: 3 clusters Score -1342774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1342778.125000 Penalty: 4769.869141
	Iteration 52Q: 3 clusters Score -1342778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1342778.125000 Penalty: 4769.869141
	Iteration 53F: 3 clusters Score -1342778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 37631 members 
Mstep: Class 3 contains 201455 members 
Mstep: Class 4 contains 39608 members 
Mstep: Class 5 contains 111849 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 415591 members 
Mstep: Class 8 contains 68455 members 
Mstep: Class 9 contains 27402 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 124607 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 52920 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 18 contains 26139 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 206236 members 
Mstep: Class 22 contains 14805 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 3532 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 6368 members 
Mstep: Class 28 contains 25429 members 
Mstep: Class 29 contains 17976 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146474464.000000 Penalty: 120993.679688
Iteration 159Q: 35 clusters Score -1.464745e+08 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 37577 members 
Mstep: Class 3 contains 201710 members 
Mstep: Class 4 contains 39616 members 
Mstep: Class 5 contains 111557 members 
Mstep: Class 6 contains 23057 members 
Mstep: Class 7 contains 415428 members 
Mstep: Class 8 contains 68476 members 
Mstep: Class 9 contains 27439 members 
Mstep: Class 10 contains 24792 members 
Mstep: Class 11 contains 124461 members 
Mstep: Class 12 contains 15434 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 53510 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 31425 members 
Mstep: Class 17 contains 16323 members 
Mstep: Class 18 contains 26211 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 206376 members 
Mstep: Class 22 contains 16305 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 11338 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 6326 members 
Mstep: Class 28 contains 25414 members 
Mstep: Class 29 contains 17858 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 15033 members 
Mstep: Class 32 contains 150481 members 
Mstep: Class 33 contains 2190 members 
Mstep: Class 34 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146477360.000000 Penalty: 120993.679688
Iteration 160F: 35 clusters Score -1.464774e+08 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 37481 members 
Mstep: Class 3 contains 201745 members 
Mstep: Class 4 contains 39499 members 
Mstep: Class 5 contains 111243 members 
Mstep: Class 6 contains 23042 members 
Mstep: Class 7 contains 414590 members 
Mstep: Class 8 contains 68408 members 
Mstep: Class 9 contains 27391 members 
Mstep: Class 10 contains 24745 members 
Mstep: Class 11 contains 124478 members 
Mstep: Class 12 contains 15437 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 54099 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 31387 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 26180 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 206173 members 
Mstep: Class 22 contains 17161 members 
Mstep: Class 23 contains 3265 members 
Mstep: Class 24 contains 11297 members 
Mstep: Class 25 contains 3545 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 25396 members 
Mstep: Class 29 contains 17714 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 14972 members 
Mstep: Class 32 contains 150985 members 
Mstep: Class 33 contains 2335 members 
Mstep: Class 34 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478016.000000 Penalty: 120993.679688
Iteration 161Q: 35 clusters Score -1.46478e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 37423 members 
Mstep: Class 3 contains 201806 members 
Mstep: Class 4 contains 39438 members 
Mstep: Class 5 contains 110889 members 
Mstep: Class 6 contains 23043 members 
Mstep: Class 7 contains 413866 members 
Mstep: Class 8 contains 68361 members 
Mstep: Class 9 contains 27352 members 
Mstep: Class 10 contains 24724 members 
Mstep: Class 11 contains 124522 members 
Mstep: Class 12 contains 15437 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 54717 members 
Mstep: Class 15 contains 4193 members 
Mstep: Class 16 contains 31352 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26172 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 206037 members 
Mstep: Class 22 contains 17800 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 11274 members 
Mstep: Class 25 contains 3541 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 6301 members 
Mstep: Class 28 contains 25383 members 
Mstep: Class 29 contains 17602 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 14948 members 
Mstep: Class 32 contains 151226 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478656.000000 Penalty: 120993.679688
Iteration 162Q: 35 clusters Score -1.464787e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 37399 members 
Mstep: Class 3 contains 201838 members 
Mstep: Class 4 contains 39404 members 
Mstep: Class 5 contains 110515 members 
Mstep: Class 6 contains 23044 members 
Mstep: Class 7 contains 413376 members 
Mstep: Class 8 contains 68334 members 
Mstep: Class 9 contains 27330 members 
Mstep: Class 10 contains 24712 members 
Mstep: Class 11 contains 124553 members 
Mstep: Class 12 contains 15430 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 55279 members 
Mstep: Class 15 contains 4173 members 
Mstep: Class 16 contains 31337 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 18 contains 26148 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 205912 members 
Mstep: Class 22 contains 18326 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6833 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 25376 members 
Mstep: Class 29 contains 17507 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 14935 members 
Mstep: Class 32 contains 151371 members 
Mstep: Class 33 contains 2454 members 
Mstep: Class 34 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478576.000000 Penalty: 120993.679688
Iteration 163Q: 35 clusters Score -1.464786e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 37369 members 
Mstep: Class 3 contains 201878 members 
Mstep: Class 4 contains 39372 members 
Mstep: Class 5 contains 110157 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 413083 members 
Mstep: Class 8 contains 68319 members 
Mstep: Class 9 contains 27308 members 
Mstep: Class 10 contains 24701 members 
Mstep: Class 11 contains 124545 members 
Mstep: Class 12 contains 15428 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 55811 members 
Mstep: Class 15 contains 4164 members 
Mstep: Class 16 contains 31305 members 
Mstep: Class 17 contains 16285 members 
Mstep: Class 18 contains 26132 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 205791 members 
Mstep: Class 22 contains 18730 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 11204 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 25371 members 
Mstep: Class 29 contains 17435 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 14928 members 
Mstep: Class 32 contains 151440 members 
Mstep: Class 33 contains 2485 members 
Mstep: Class 34 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478976.000000 Penalty: 120993.679688
Iteration 164Q: 35 clusters Score -1.46479e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 37350 members 
Mstep: Class 3 contains 201891 members 
Mstep: Class 4 contains 39344 members 
Mstep: Class 5 contains 109802 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 412985 members 
Mstep: Class 8 contains 68325 members 
Mstep: Class 9 contains 27292 members 
Mstep: Class 10 contains 24696 members 
Mstep: Class 11 contains 124501 members 
Mstep: Class 12 contains 15429 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 56246 members 
Mstep: Class 15 contains 4161 members 
Mstep: Class 16 contains 31292 members 
Mstep: Class 17 contains 16288 members 
Mstep: Class 18 contains 26125 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 205677 members 
Mstep: Class 22 contains 19041 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 11162 members 
Mstep: Class 25 contains 3542 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 17391 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 14920 members 
Mstep: Class 32 contains 151483 members 
Mstep: Class 33 contains 2501 members 
Mstep: Class 34 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 165Q: 35 clusters Score -1.464792e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 37327 members 
Mstep: Class 3 contains 201911 members 
Mstep: Class 4 contains 39312 members 
Mstep: Class 5 contains 109461 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 412948 members 
Mstep: Class 8 contains 68326 members 
Mstep: Class 9 contains 27284 members 
Mstep: Class 10 contains 24690 members 
Mstep: Class 11 contains 124455 members 
Mstep: Class 12 contains 15429 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 56652 members 
Mstep: Class 15 contains 4158 members 
Mstep: Class 16 contains 31276 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26116 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 205596 members 
Mstep: Class 22 contains 19297 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 6314 members 
Mstep: Class 28 contains 25355 members 
Mstep: Class 29 contains 17359 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 14912 members 
Mstep: Class 32 contains 151515 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479360.000000 Penalty: 120993.679688
Iteration 166Q: 35 clusters Score -1.464794e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 37310 members 
Mstep: Class 3 contains 201898 members 
Mstep: Class 4 contains 39285 members 
Mstep: Class 5 contains 109117 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 413050 members 
Mstep: Class 8 contains 68324 members 
Mstep: Class 9 contains 27282 members 
Mstep: Class 10 contains 24689 members 
Mstep: Class 11 contains 124401 members 
Mstep: Class 12 contains 15428 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 57021 members 
Mstep: Class 15 contains 4156 members 
Mstep: Class 16 contains 31258 members 
Mstep: Class 17 contains 16288 members 
Mstep: Class 18 contains 26104 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3059 members 
Mstep: Class 21 contains 205507 members 
Mstep: Class 22 contains 19512 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 11093 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 25347 members 
Mstep: Class 29 contains 17307 members 
Mstep: Class 30 contains 2056 members 
Mstep: Class 31 contains 14909 members 
Mstep: Class 32 contains 151534 members 
Mstep: Class 33 contains 2529 members 
Mstep: Class 34 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479600.000000 Penalty: 120993.679688
Iteration 167Q: 35 clusters Score -1.464796e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 37301 members 
Mstep: Class 3 contains 201899 members 
Mstep: Class 4 contains 39268 members 
Mstep: Class 5 contains 108738 members 
Mstep: Class 6 contains 23028 members 
Mstep: Class 7 contains 413217 members 
Mstep: Class 8 contains 68332 members 
Mstep: Class 9 contains 27281 members 
Mstep: Class 10 contains 24690 members 
Mstep: Class 11 contains 124334 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 57368 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 31247 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26099 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3065 members 
Mstep: Class 21 contains 205435 members 
Mstep: Class 22 contains 19699 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 11047 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 6861 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 25335 members 
Mstep: Class 29 contains 17255 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 14908 members 
Mstep: Class 32 contains 151548 members 
Mstep: Class 33 contains 2542 members 
Mstep: Class 34 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479408.000000 Penalty: 120993.679688
Iteration 168Q: 35 clusters Score -1.464794e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 37296 members 
Mstep: Class 3 contains 201900 members 
Mstep: Class 4 contains 39251 members 
Mstep: Class 5 contains 108349 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 413433 members 
Mstep: Class 8 contains 68340 members 
Mstep: Class 9 contains 27274 members 
Mstep: Class 10 contains 24688 members 
Mstep: Class 11 contains 124249 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 57720 members 
Mstep: Class 15 contains 4151 members 
Mstep: Class 16 contains 31227 members 
Mstep: Class 17 contains 16292 members 
Mstep: Class 18 contains 26093 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 205367 members 
Mstep: Class 22 contains 19851 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 11005 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6866 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 25328 members 
Mstep: Class 29 contains 17213 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 14910 members 
Mstep: Class 32 contains 151551 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479616.000000 Penalty: 120993.679688
Iteration 169Q: 35 clusters Score -1.464796e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 37294 members 
Mstep: Class 3 contains 201898 members 
Mstep: Class 4 contains 39219 members 
Mstep: Class 5 contains 107976 members 
Mstep: Class 6 contains 23012 members 
Mstep: Class 7 contains 413676 members 
Mstep: Class 8 contains 68357 members 
Mstep: Class 9 contains 27270 members 
Mstep: Class 10 contains 24682 members 
Mstep: Class 11 contains 124174 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 58015 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 31201 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 18 contains 26090 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 205297 members 
Mstep: Class 22 contains 19989 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 10975 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6872 members 
Mstep: Class 27 contains 6332 members 
Mstep: Class 28 contains 25325 members 
Mstep: Class 29 contains 17174 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 14912 members 
Mstep: Class 32 contains 151562 members 
Mstep: Class 33 contains 2564 members 
Mstep: Class 34 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479696.000000 Penalty: 120993.679688
Iteration 170Q: 35 clusters Score -1.464797e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 37291 members 
Mstep: Class 3 contains 201909 members 
Mstep: Class 4 contains 39201 members 
Mstep: Class 5 contains 107607 members 
Mstep: Class 6 contains 23009 members 
Mstep: Class 7 contains 413926 members 
Mstep: Class 8 contains 68373 members 
Mstep: Class 9 contains 27272 members 
Mstep: Class 10 contains 24676 members 
Mstep: Class 11 contains 124070 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 58283 members 
Mstep: Class 15 contains 4145 members 
Mstep: Class 16 contains 31191 members 
Mstep: Class 17 contains 16285 members 
Mstep: Class 18 contains 26085 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 205249 members 
Mstep: Class 22 contains 20091 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 17148 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14913 members 
Mstep: Class 32 contains 151580 members 
Mstep: Class 33 contains 2569 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479648.000000 Penalty: 120993.679688
Iteration 171Q: 35 clusters Score -1.464796e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 37286 members 
Mstep: Class 3 contains 201903 members 
Mstep: Class 4 contains 39183 members 
Mstep: Class 5 contains 107251 members 
Mstep: Class 6 contains 23008 members 
Mstep: Class 7 contains 414169 members 
Mstep: Class 8 contains 68397 members 
Mstep: Class 9 contains 27272 members 
Mstep: Class 10 contains 24675 members 
Mstep: Class 11 contains 123981 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 58562 members 
Mstep: Class 15 contains 4142 members 
Mstep: Class 16 contains 31176 members 
Mstep: Class 17 contains 16288 members 
Mstep: Class 18 contains 26088 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 205183 members 
Mstep: Class 22 contains 20172 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10913 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25317 members 
Mstep: Class 29 contains 17131 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14911 members 
Mstep: Class 32 contains 151597 members 
Mstep: Class 33 contains 2572 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479376.000000 Penalty: 120993.679688
Iteration 172Q: 35 clusters Score -1.464794e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 37293 members 
Mstep: Class 3 contains 201894 members 
Mstep: Class 4 contains 39163 members 
Mstep: Class 5 contains 106918 members 
Mstep: Class 6 contains 23005 members 
Mstep: Class 7 contains 414443 members 
Mstep: Class 8 contains 68412 members 
Mstep: Class 9 contains 27272 members 
Mstep: Class 10 contains 24671 members 
Mstep: Class 11 contains 123876 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 58808 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 31159 members 
Mstep: Class 17 contains 16293 members 
Mstep: Class 18 contains 26086 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 205147 members 
Mstep: Class 22 contains 20253 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25315 members 
Mstep: Class 29 contains 17106 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14910 members 
Mstep: Class 32 contains 151607 members 
Mstep: Class 33 contains 2573 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479472.000000 Penalty: 120993.679688
Iteration 173Q: 35 clusters Score -1.464795e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 37297 members 
Mstep: Class 3 contains 201897 members 
Mstep: Class 4 contains 39144 members 
Mstep: Class 5 contains 106624 members 
Mstep: Class 6 contains 23002 members 
Mstep: Class 7 contains 414715 members 
Mstep: Class 8 contains 68423 members 
Mstep: Class 9 contains 27270 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 123783 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 59030 members 
Mstep: Class 15 contains 4136 members 
Mstep: Class 16 contains 31142 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26087 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 205119 members 
Mstep: Class 22 contains 20315 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25308 members 
Mstep: Class 29 contains 17085 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14908 members 
Mstep: Class 32 contains 151607 members 
Mstep: Class 33 contains 2574 members 
Mstep: Class 34 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479424.000000 Penalty: 120993.679688
Iteration 174Q: 35 clusters Score -1.464794e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 37309 members 
Mstep: Class 3 contains 201905 members 
Mstep: Class 4 contains 39132 members 
Mstep: Class 5 contains 106287 members 
Mstep: Class 6 contains 22997 members 
Mstep: Class 7 contains 415028 members 
Mstep: Class 8 contains 68428 members 
Mstep: Class 9 contains 27271 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 123719 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 59209 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 31133 members 
Mstep: Class 17 contains 16293 members 
Mstep: Class 18 contains 26083 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 205093 members 
Mstep: Class 22 contains 20370 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10783 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25304 members 
Mstep: Class 29 contains 17054 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14906 members 
Mstep: Class 32 contains 151612 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479472.000000 Penalty: 120993.679688
Iteration 175Q: 35 clusters Score -1.464795e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 37313 members 
Mstep: Class 3 contains 201915 members 
Mstep: Class 4 contains 39120 members 
Mstep: Class 5 contains 105981 members 
Mstep: Class 6 contains 22998 members 
Mstep: Class 7 contains 415302 members 
Mstep: Class 8 contains 68448 members 
Mstep: Class 9 contains 27268 members 
Mstep: Class 10 contains 24655 members 
Mstep: Class 11 contains 123652 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 59401 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 31117 members 
Mstep: Class 17 contains 16293 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 205064 members 
Mstep: Class 22 contains 20435 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25295 members 
Mstep: Class 29 contains 17029 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14906 members 
Mstep: Class 32 contains 151595 members 
Mstep: Class 33 contains 2582 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479328.000000 Penalty: 120993.679688
Iteration 176Q: 35 clusters Score -1.464793e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 37308 members 
Mstep: Class 3 contains 201922 members 
Mstep: Class 4 contains 39103 members 
Mstep: Class 5 contains 105660 members 
Mstep: Class 6 contains 22996 members 
Mstep: Class 7 contains 415604 members 
Mstep: Class 8 contains 68467 members 
Mstep: Class 9 contains 27264 members 
Mstep: Class 10 contains 24655 members 
Mstep: Class 11 contains 123611 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 59549 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 31102 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26080 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 205040 members 
Mstep: Class 22 contains 20497 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 10715 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 25292 members 
Mstep: Class 29 contains 17015 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14904 members 
Mstep: Class 32 contains 151579 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479392.000000 Penalty: 120993.679688
Iteration 177Q: 35 clusters Score -1.464794e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 37308 members 
Mstep: Class 3 contains 201913 members 
Mstep: Class 4 contains 39086 members 
Mstep: Class 5 contains 105328 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 415941 members 
Mstep: Class 8 contains 68484 members 
Mstep: Class 9 contains 27260 members 
Mstep: Class 10 contains 24655 members 
Mstep: Class 11 contains 123563 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 59706 members 
Mstep: Class 15 contains 4139 members 
Mstep: Class 16 contains 31086 members 
Mstep: Class 17 contains 16290 members 
Mstep: Class 18 contains 26077 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 205010 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 10684 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 25289 members 
Mstep: Class 29 contains 17001 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14906 members 
Mstep: Class 32 contains 151559 members 
Mstep: Class 33 contains 2587 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479504.000000 Penalty: 120993.679688
Iteration 178Q: 35 clusters Score -1.464795e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 37310 members 
Mstep: Class 3 contains 201905 members 
Mstep: Class 4 contains 39070 members 
Mstep: Class 5 contains 104989 members 
Mstep: Class 6 contains 22989 members 
Mstep: Class 7 contains 416277 members 
Mstep: Class 8 contains 68510 members 
Mstep: Class 9 contains 27262 members 
Mstep: Class 10 contains 24652 members 
Mstep: Class 11 contains 123515 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 59844 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 31069 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26072 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 204985 members 
Mstep: Class 22 contains 20615 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 10668 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6886 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25284 members 
Mstep: Class 29 contains 16986 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14906 members 
Mstep: Class 32 contains 151538 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479520.000000 Penalty: 120993.679688
Iteration 179Q: 35 clusters Score -1.464795e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 37311 members 
Mstep: Class 3 contains 201923 members 
Mstep: Class 4 contains 39058 members 
Mstep: Class 5 contains 104650 members 
Mstep: Class 6 contains 22988 members 
Mstep: Class 7 contains 416601 members 
Mstep: Class 8 contains 68533 members 
Mstep: Class 9 contains 27265 members 
Mstep: Class 10 contains 24649 members 
Mstep: Class 11 contains 123464 members 
Mstep: Class 12 contains 15424 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 59965 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 31064 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3091 members 
Mstep: Class 21 contains 204963 members 
Mstep: Class 22 contains 20658 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 10647 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6886 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25280 members 
Mstep: Class 29 contains 16983 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 14906 members 
Mstep: Class 32 contains 151522 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479536.000000 Penalty: 120993.679688
Iteration 180F: 35 clusters Score -1.464795e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 201930 members 
Mstep: Class 4 contains 39049 members 
Mstep: Class 5 contains 104349 members 
Mstep: Class 6 contains 22987 members 
Mstep: Class 7 contains 416904 members 
Mstep: Class 8 contains 68549 members 
Mstep: Class 9 contains 27263 members 
Mstep: Class 10 contains 24649 members 
Mstep: Class 11 contains 123417 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 60095 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 31058 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 26067 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 204929 members 
Mstep: Class 22 contains 20696 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 10620 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6888 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25275 members 
Mstep: Class 29 contains 16984 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 14907 members 
Mstep: Class 32 contains 151517 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 181Q: 35 clusters Score -1.464792e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 201953 members 
Mstep: Class 4 contains 39026 members 
Mstep: Class 5 contains 104045 members 
Mstep: Class 6 contains 22986 members 
Mstep: Class 7 contains 417219 members 
Mstep: Class 8 contains 68571 members 
Mstep: Class 9 contains 27257 members 
Mstep: Class 10 contains 24651 members 
Mstep: Class 11 contains 123357 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 60227 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 31047 members 
Mstep: Class 17 contains 16293 members 
Mstep: Class 18 contains 26063 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3093 members 
Mstep: Class 21 contains 204902 members 
Mstep: Class 22 contains 20717 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 10605 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6891 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25266 members 
Mstep: Class 29 contains 16978 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14909 members 
Mstep: Class 32 contains 151516 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478992.000000 Penalty: 120993.679688
Iteration 182Q: 35 clusters Score -1.46479e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 37312 members 
Mstep: Class 3 contains 201965 members 
Mstep: Class 4 contains 39020 members 
Mstep: Class 5 contains 103739 members 
Mstep: Class 6 contains 22983 members 
Mstep: Class 7 contains 417512 members 
Mstep: Class 8 contains 68580 members 
Mstep: Class 9 contains 27259 members 
Mstep: Class 10 contains 24648 members 
Mstep: Class 11 contains 123290 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 60369 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 31033 members 
Mstep: Class 17 contains 16294 members 
Mstep: Class 18 contains 26060 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 204882 members 
Mstep: Class 22 contains 20738 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 10601 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25261 members 
Mstep: Class 29 contains 16966 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14914 members 
Mstep: Class 32 contains 151511 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478592.000000 Penalty: 120993.679688
Iteration 183Q: 35 clusters Score -1.464786e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 37320 members 
Mstep: Class 3 contains 201972 members 
Mstep: Class 4 contains 39014 members 
Mstep: Class 5 contains 103447 members 
Mstep: Class 6 contains 22981 members 
Mstep: Class 7 contains 417767 members 
Mstep: Class 8 contains 68589 members 
Mstep: Class 9 contains 27258 members 
Mstep: Class 10 contains 24647 members 
Mstep: Class 11 contains 123241 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 60495 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 31029 members 
Mstep: Class 17 contains 16296 members 
Mstep: Class 18 contains 26059 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 204863 members 
Mstep: Class 22 contains 20758 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 10599 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25258 members 
Mstep: Class 29 contains 16961 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14916 members 
Mstep: Class 32 contains 151503 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478512.000000 Penalty: 120993.679688
Iteration 184Q: 35 clusters Score -1.464785e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 37311 members 
Mstep: Class 3 contains 201988 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 103154 members 
Mstep: Class 6 contains 22981 members 
Mstep: Class 7 contains 418071 members 
Mstep: Class 8 contains 68612 members 
Mstep: Class 9 contains 27255 members 
Mstep: Class 10 contains 24648 members 
Mstep: Class 11 contains 123198 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 60597 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 31018 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 26053 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 204842 members 
Mstep: Class 22 contains 20777 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10595 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25260 members 
Mstep: Class 29 contains 16941 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14916 members 
Mstep: Class 32 contains 151492 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478432.000000 Penalty: 120993.679688
Iteration 185Q: 35 clusters Score -1.464784e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 37310 members 
Mstep: Class 3 contains 202002 members 
Mstep: Class 4 contains 38995 members 
Mstep: Class 5 contains 102837 members 
Mstep: Class 6 contains 22979 members 
Mstep: Class 7 contains 418397 members 
Mstep: Class 8 contains 68614 members 
Mstep: Class 9 contains 27250 members 
Mstep: Class 10 contains 24654 members 
Mstep: Class 11 contains 123153 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 60687 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 31005 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 21 contains 204832 members 
Mstep: Class 22 contains 20795 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10595 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25258 members 
Mstep: Class 29 contains 16930 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14922 members 
Mstep: Class 32 contains 151475 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478544.000000 Penalty: 120993.679688
Iteration 186Q: 35 clusters Score -1.464785e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 37315 members 
Mstep: Class 3 contains 202004 members 
Mstep: Class 4 contains 38992 members 
Mstep: Class 5 contains 102535 members 
Mstep: Class 6 contains 22980 members 
Mstep: Class 7 contains 418710 members 
Mstep: Class 8 contains 68624 members 
Mstep: Class 9 contains 27249 members 
Mstep: Class 10 contains 24650 members 
Mstep: Class 11 contains 123109 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 60756 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 30993 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 26045 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3103 members 
Mstep: Class 21 contains 204830 members 
Mstep: Class 22 contains 20812 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 10591 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25255 members 
Mstep: Class 29 contains 16924 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14925 members 
Mstep: Class 32 contains 151468 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478512.000000 Penalty: 120993.679688
Iteration 187Q: 35 clusters Score -1.464785e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 37316 members 
Mstep: Class 3 contains 202009 members 
Mstep: Class 4 contains 38992 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 22978 members 
Mstep: Class 7 contains 419012 members 
Mstep: Class 8 contains 68635 members 
Mstep: Class 9 contains 27247 members 
Mstep: Class 10 contains 24645 members 
Mstep: Class 11 contains 123064 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 60825 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 30993 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 26044 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 204816 members 
Mstep: Class 22 contains 20827 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10579 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25248 members 
Mstep: Class 29 contains 16921 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14933 members 
Mstep: Class 32 contains 151470 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478416.000000 Penalty: 120993.679688
Iteration 188Q: 35 clusters Score -1.464784e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 37319 members 
Mstep: Class 3 contains 202015 members 
Mstep: Class 4 contains 38978 members 
Mstep: Class 5 contains 101958 members 
Mstep: Class 6 contains 22978 members 
Mstep: Class 7 contains 419300 members 
Mstep: Class 8 contains 68650 members 
Mstep: Class 9 contains 27247 members 
Mstep: Class 10 contains 24646 members 
Mstep: Class 11 contains 123020 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 60896 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 30986 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 26043 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204805 members 
Mstep: Class 22 contains 20850 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10576 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16910 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14938 members 
Mstep: Class 32 contains 151468 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478496.000000 Penalty: 120993.679688
Iteration 189Q: 35 clusters Score -1.464785e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 37318 members 
Mstep: Class 3 contains 202031 members 
Mstep: Class 4 contains 38976 members 
Mstep: Class 5 contains 101668 members 
Mstep: Class 6 contains 22980 members 
Mstep: Class 7 contains 419590 members 
Mstep: Class 8 contains 68670 members 
Mstep: Class 9 contains 27243 members 
Mstep: Class 10 contains 24646 members 
Mstep: Class 11 contains 122978 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 60961 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 30982 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204803 members 
Mstep: Class 22 contains 20867 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10571 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25248 members 
Mstep: Class 29 contains 16896 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14943 members 
Mstep: Class 32 contains 151465 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478448.000000 Penalty: 120993.679688
Iteration 190Q: 35 clusters Score -1.464784e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 37318 members 
Mstep: Class 3 contains 202036 members 
Mstep: Class 4 contains 38974 members 
Mstep: Class 5 contains 101409 members 
Mstep: Class 6 contains 22980 members 
Mstep: Class 7 contains 419857 members 
Mstep: Class 8 contains 68674 members 
Mstep: Class 9 contains 27238 members 
Mstep: Class 10 contains 24647 members 
Mstep: Class 11 contains 122949 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 61039 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 30975 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 26031 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204795 members 
Mstep: Class 22 contains 20881 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10569 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16885 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151460 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478464.000000 Penalty: 120993.679688
Iteration 191Q: 35 clusters Score -1.464785e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 37318 members 
Mstep: Class 3 contains 202031 members 
Mstep: Class 4 contains 38968 members 
Mstep: Class 5 contains 101173 members 
Mstep: Class 6 contains 22979 members 
Mstep: Class 7 contains 420093 members 
Mstep: Class 8 contains 68685 members 
Mstep: Class 9 contains 27236 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 122922 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 61126 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 30971 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 26025 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204790 members 
Mstep: Class 22 contains 20894 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10562 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6901 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16875 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151447 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478640.000000 Penalty: 120993.679688
Iteration 192Q: 35 clusters Score -1.464786e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 37314 members 
Mstep: Class 3 contains 202024 members 
Mstep: Class 4 contains 38964 members 
Mstep: Class 5 contains 100945 members 
Mstep: Class 6 contains 22976 members 
Mstep: Class 7 contains 420330 members 
Mstep: Class 8 contains 68702 members 
Mstep: Class 9 contains 27232 members 
Mstep: Class 10 contains 24659 members 
Mstep: Class 11 contains 122899 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 61184 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 30970 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 18 contains 26019 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204792 members 
Mstep: Class 22 contains 20906 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10558 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6903 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25248 members 
Mstep: Class 29 contains 16864 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14948 members 
Mstep: Class 32 contains 151440 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478704.000000 Penalty: 120993.679688
Iteration 193Q: 35 clusters Score -1.464787e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 37305 members 
Mstep: Class 3 contains 202022 members 
Mstep: Class 4 contains 38958 members 
Mstep: Class 5 contains 100712 members 
Mstep: Class 6 contains 22979 members 
Mstep: Class 7 contains 420582 members 
Mstep: Class 8 contains 68721 members 
Mstep: Class 9 contains 27231 members 
Mstep: Class 10 contains 24658 members 
Mstep: Class 11 contains 122884 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 61238 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 30966 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 18 contains 26013 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204795 members 
Mstep: Class 22 contains 20921 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 10551 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6902 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25250 members 
Mstep: Class 29 contains 16856 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 151426 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478544.000000 Penalty: 120993.679688
Iteration 194Q: 35 clusters Score -1.464785e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 37306 members 
Mstep: Class 3 contains 202016 members 
Mstep: Class 4 contains 38956 members 
Mstep: Class 5 contains 100448 members 
Mstep: Class 6 contains 22980 members 
Mstep: Class 7 contains 420869 members 
Mstep: Class 8 contains 68728 members 
Mstep: Class 9 contains 27232 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 122857 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 61282 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 30957 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 18 contains 26008 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204801 members 
Mstep: Class 22 contains 20938 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 10541 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6903 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25251 members 
Mstep: Class 29 contains 16851 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 151422 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478688.000000 Penalty: 120993.679688
Iteration 195Q: 35 clusters Score -1.464787e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 37308 members 
Mstep: Class 3 contains 202014 members 
Mstep: Class 4 contains 38948 members 
Mstep: Class 5 contains 100188 members 
Mstep: Class 6 contains 22981 members 
Mstep: Class 7 contains 421151 members 
Mstep: Class 8 contains 68730 members 
Mstep: Class 9 contains 27231 members 
Mstep: Class 10 contains 24656 members 
Mstep: Class 11 contains 122825 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 61340 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 30952 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 26004 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204808 members 
Mstep: Class 22 contains 20955 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 10524 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25250 members 
Mstep: Class 29 contains 16848 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151416 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478736.000000 Penalty: 120993.679688
Iteration 196Q: 35 clusters Score -1.464787e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 37298 members 
Mstep: Class 3 contains 202019 members 
Mstep: Class 4 contains 38948 members 
Mstep: Class 5 contains 99944 members 
Mstep: Class 6 contains 22980 members 
Mstep: Class 7 contains 421427 members 
Mstep: Class 8 contains 68728 members 
Mstep: Class 9 contains 27229 members 
Mstep: Class 10 contains 24655 members 
Mstep: Class 11 contains 122804 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 61379 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 30940 members 
Mstep: Class 17 contains 16306 members 
Mstep: Class 18 contains 26005 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204821 members 
Mstep: Class 22 contains 20969 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 10515 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6907 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16841 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14947 members 
Mstep: Class 32 contains 151405 members 
Mstep: Class 33 contains 2594 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478832.000000 Penalty: 120993.679688
Iteration 197Q: 35 clusters Score -1.464788e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 37295 members 
Mstep: Class 3 contains 202028 members 
Mstep: Class 4 contains 38942 members 
Mstep: Class 5 contains 99703 members 
Mstep: Class 6 contains 22982 members 
Mstep: Class 7 contains 421675 members 
Mstep: Class 8 contains 68734 members 
Mstep: Class 9 contains 27229 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 122784 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 61422 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 30933 members 
Mstep: Class 17 contains 16308 members 
Mstep: Class 18 contains 26004 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204824 members 
Mstep: Class 22 contains 20977 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10498 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6909 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16839 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151405 members 
Mstep: Class 33 contains 2596 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478944.000000 Penalty: 120993.679688
Iteration 198Q: 35 clusters Score -1.464789e+08 nChanged 556
Entering ConstructFrom: 
Score: -146478944.000000 Penalty: 120993.679688
Entering ConstructFrom: 
Trying to split cluster 1 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -471183.656250 Penalty: 2106.493164
	Iteration 0F: 2 clusters Score -471183.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -466723.937500 Penalty: 4212.986328
	Iteration 0F: 3 clusters Score -466723.9 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -467738.281250 Penalty: 4212.986328
	Iteration 1F: 3 clusters Score -467738.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -467921.812500 Penalty: 4212.986328
	Iteration 2F: 3 clusters Score -467921.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -468032.718750 Penalty: 4212.986328
	Iteration 3Q: 3 clusters Score -468032.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -468109.125000 Penalty: 4212.986328
	Iteration 4Q: 3 clusters Score -468109.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -468170.062500 Penalty: 4212.986328
	Iteration 5Q: 3 clusters Score -468170.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -468215.437500 Penalty: 4212.986328
	Iteration 6Q: 3 clusters Score -468215.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -468246.343750 Penalty: 4212.986328
	Iteration 7Q: 3 clusters Score -468246.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -468273.375000 Penalty: 4212.986328
	Iteration 8Q: 3 clusters Score -468273.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -468295.281250 Penalty: 4212.986328
	Iteration 9Q: 3 clusters Score -468295.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -468306.437500 Penalty: 4212.986328
	Iteration 10Q: 3 clusters Score -468306.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -468314.937500 Penalty: 4212.986328
	Iteration 11Q: 3 clusters Score -468314.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -468321.593750 Penalty: 4212.986328
	Iteration 12Q: 3 clusters Score -468321.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -468329.062500 Penalty: 4212.986328
	Iteration 13Q: 3 clusters Score -468329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -468334.968750 Penalty: 4212.986328
	Iteration 14Q: 3 clusters Score -468335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -468339.093750 Penalty: 4212.986328
	Iteration 15Q: 3 clusters Score -468339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -468343.062500 Penalty: 4212.986328
	Iteration 16Q: 3 clusters Score -468343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -468349.375000 Penalty: 4212.986328
	Iteration 17Q: 3 clusters Score -468349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -468355.812500 Penalty: 4212.986328
	Iteration 18Q: 3 clusters Score -468355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -468358.468750 Penalty: 4212.986328
	Iteration 19Q: 3 clusters Score -468358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468360.656250 Penalty: 4212.986328
	Iteration 20F: 3 clusters Score -468360.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468362.625000 Penalty: 4212.986328
	Iteration 21Q: 3 clusters Score -468362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -468363.656250 Penalty: 4212.986328
	Iteration 22Q: 3 clusters Score -468363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468364.625000 Penalty: 4212.986328
	Iteration 23Q: 3 clusters Score -468364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -468364.062500 Penalty: 4212.986328
	Iteration 24Q: 3 clusters Score -468364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468363.968750 Penalty: 4212.986328
	Iteration 25Q: 3 clusters Score -468364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468363.968750 Penalty: 4212.986328
	Iteration 26F: 3 clusters Score -468364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Entering Unmasked Estep 
Score: -3211918.500000 Penalty: 2610.607178
	Iteration 0F: 2 clusters Score -3211918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3186673.500000 Penalty: 5221.214355
	Iteration 0F: 3 clusters Score -3186674 nChanged 17058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3196000.500000 Penalty: 5221.214355
	Iteration 1F: 3 clusters Score -3196000 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3196584.250000 Penalty: 5221.214355
	Iteration 2Q: 3 clusters Score -3196584 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3197210.250000 Penalty: 5221.214355
	Iteration 3Q: 3 clusters Score -3197210 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3197934.500000 Penalty: 5221.214355
	Iteration 4Q: 3 clusters Score -3197934 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3198798.500000 Penalty: 5221.214355
	Iteration 5Q: 3 clusters Score -3198798 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3199790.000000 Penalty: 5221.214355
	Iteration 6F: 3 clusters Score -3199790 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3200963.750000 Penalty: 5221.214355
	Iteration 7F: 3 clusters Score -3200964 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3202157.000000 Penalty: 5221.214355
	Iteration 8F: 3 clusters Score -3202157 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3203346.000000 Penalty: 5221.214355
	Iteration 9F: 3 clusters Score -3203346 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3204456.000000 Penalty: 5221.214355
	Iteration 10Q: 3 clusters Score -3204456 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3205351.500000 Penalty: 5221.214355
	Iteration 11Q: 3 clusters Score -3205352 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3206001.500000 Penalty: 5221.214355
	Iteration 12Q: 3 clusters Score -3206002 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3206412.250000 Penalty: 5221.214355
	Iteration 13Q: 3 clusters Score -3206412 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3206763.750000 Penalty: 5221.214355
	Iteration 14Q: 3 clusters Score -3206764 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3207089.500000 Penalty: 5221.214355
	Iteration 15Q: 3 clusters Score -3207090 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3207417.250000 Penalty: 5221.214355
	Iteration 16Q: 3 clusters Score -3207417 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3207786.250000 Penalty: 5221.214355
	Iteration 17Q: 3 clusters Score -3207786 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3208133.500000 Penalty: 5221.214355
	Iteration 18Q: 3 clusters Score -3208134 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3208472.000000 Penalty: 5221.214355
	Iteration 19Q: 3 clusters Score -3208472 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3208762.250000 Penalty: 5221.214355
	Iteration 20F: 3 clusters Score -3208762 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3209015.750000 Penalty: 5221.214355
	Iteration 21Q: 3 clusters Score -3209016 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3209225.250000 Penalty: 5221.214355
	Iteration 22Q: 3 clusters Score -3209225 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3209433.250000 Penalty: 5221.214355
	Iteration 23Q: 3 clusters Score -3209433 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3209626.000000 Penalty: 5221.214355
	Iteration 24Q: 3 clusters Score -3209626 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3209800.250000 Penalty: 5221.214355
	Iteration 25Q: 3 clusters Score -3209800 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3209960.250000 Penalty: 5221.214355
	Iteration 26Q: 3 clusters Score -3209960 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3210062.750000 Penalty: 5221.214355
	Iteration 27Q: 3 clusters Score -3210063 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3210187.000000 Penalty: 5221.214355
	Iteration 28Q: 3 clusters Score -3210187 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3210279.250000 Penalty: 5221.214355
	Iteration 29Q: 3 clusters Score -3210279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3210343.750000 Penalty: 5221.214355
	Iteration 30Q: 3 clusters Score -3210344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3210366.750000 Penalty: 5221.214355
	Iteration 31Q: 3 clusters Score -3210367 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3210402.250000 Penalty: 5221.214355
	Iteration 32Q: 3 clusters Score -3210402 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3210413.000000 Penalty: 5221.214355
	Iteration 33Q: 3 clusters Score -3210413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3210434.250000 Penalty: 5221.214355
	Iteration 34Q: 3 clusters Score -3210434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3210435.750000 Penalty: 5221.214355
	Iteration 35Q: 3 clusters Score -3210436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3210441.250000 Penalty: 5221.214355
	Iteration 36Q: 3 clusters Score -3210441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3210432.750000 Penalty: 5221.214355
	Iteration 37Q: 3 clusters Score -3210433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3210439.500000 Penalty: 5221.214355
	Iteration 38Q: 3 clusters Score -3210440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3210446.750000 Penalty: 5221.214355
	Iteration 39Q: 3 clusters Score -3210447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3210442.750000 Penalty: 5221.214355
	Iteration 40F: 3 clusters Score -3210443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3210457.500000 Penalty: 5221.214355
	Iteration 41Q: 3 clusters Score -3210458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3210456.250000 Penalty: 5221.214355
	Iteration 42Q: 3 clusters Score -3210456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3210459.750000 Penalty: 5221.214355
	Iteration 43Q: 3 clusters Score -3210460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3210454.000000 Penalty: 5221.214355
	Iteration 44Q: 3 clusters Score -3210454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3210455.500000 Penalty: 5221.214355
	Iteration 45Q: 3 clusters Score -3210456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3210453.000000 Penalty: 5221.214355
	Iteration 46Q: 3 clusters Score -3210453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3210452.500000 Penalty: 5221.214355
	Iteration 47Q: 3 clusters Score -3210452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3210457.750000 Penalty: 5221.214355
	Iteration 48Q: 3 clusters Score -3210458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3210455.250000 Penalty: 5221.214355
	Iteration 49Q: 3 clusters Score -3210455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3210461.750000 Penalty: 5221.214355
	Iteration 50Q: 3 clusters Score -3210462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3210458.250000 Penalty: 5221.214355
	Iteration 51Q: 3 clusters Score -3210458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3210462.500000 Penalty: 5221.214355
	Iteration 52Q: 3 clusters Score -3210462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3210466.250000 Penalty: 5221.214355
	Iteration 53Q: 3 clusters Score -3210466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3210463.000000 Penalty: 5221.214355
	Iteration 54Q: 3 clusters Score -3210463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3210460.500000 Penalty: 5221.214355
	Iteration 55Q: 3 clusters Score -3210460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3210466.500000 Penalty: 5221.214355
	Iteration 56Q: 3 clusters Score -3210466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3210461.500000 Penalty: 5221.214355
	Iteration 57Q: 3 clusters Score -3210462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3210463.250000 Penalty: 5221.214355
	Iteration 58Q: 3 clusters Score -3210463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3210461.250000 Penalty: 5221.214355
	Iteration 59Q: 3 clusters Score -3210461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3210463.000000 Penalty: 5221.214355
	Iteration 60F: 3 clusters Score -3210463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3210465.750000 Penalty: 5221.214355
	Iteration 61Q: 3 clusters Score -3210466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3210465.750000 Penalty: 5221.214355
	Iteration 62F: 3 clusters Score -3210466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202022 members 
Entering Unmasked Estep 
Score: -17756054.000000 Penalty: 3029.600830
	Iteration 0F: 2 clusters Score -1.775605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -17620474.000000 Penalty: 6059.201660
	Iteration 0F: 3 clusters Score -1.762047e+07 nChanged 97158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -17677148.000000 Penalty: 6059.201660
	Iteration 1F: 3 clusters Score -1.767715e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -17678210.000000 Penalty: 6059.201660
	Iteration 2Q: 3 clusters Score -1.767821e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -17679414.000000 Penalty: 6059.201660
	Iteration 3Q: 3 clusters Score -1.767941e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -17680888.000000 Penalty: 6059.201660
	Iteration 4Q: 3 clusters Score -1.768089e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -17683274.000000 Penalty: 6059.201660
	Iteration 5Q: 3 clusters Score -1.768327e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -17687088.000000 Penalty: 6059.201660
	Iteration 6Q: 3 clusters Score -1.768709e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -17693730.000000 Penalty: 6059.201660
	Iteration 7F: 3 clusters Score -1.769373e+07 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -17704278.000000 Penalty: 6059.201660
	Iteration 8F: 3 clusters Score -1.770428e+07 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -17717748.000000 Penalty: 6059.201660
	Iteration 9F: 3 clusters Score -1.771775e+07 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -17731506.000000 Penalty: 6059.201660
	Iteration 10F: 3 clusters Score -1.773151e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 187928 members 
Entering Unmasked Estep 
Score: -17741970.000000 Penalty: 6059.201660
	Iteration 11F: 3 clusters Score -1.774197e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 194743 members 
Entering Unmasked Estep 
Score: -17747940.000000 Penalty: 6059.201660
	Iteration 12Q: 3 clusters Score -1.774794e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 198344 members 
Entering Unmasked Estep 
Score: -17750914.000000 Penalty: 6059.201660
	Iteration 13Q: 3 clusters Score -1.775091e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 200034 members 
Entering Unmasked Estep 
Score: -17752372.000000 Penalty: 6059.201660
	Iteration 14Q: 3 clusters Score -1.775237e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 200736 members 
Entering Unmasked Estep 
Score: -17752934.000000 Penalty: 6059.201660
	Iteration 15Q: 3 clusters Score -1.775293e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 201037 members 
Entering Unmasked Estep 
Score: -17753196.000000 Penalty: 6059.201660
	Iteration 16Q: 3 clusters Score -1.77532e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 201173 members 
Entering Unmasked Estep 
Score: -17753356.000000 Penalty: 6059.201660
	Iteration 17Q: 3 clusters Score -1.775336e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 201232 members 
Entering Unmasked Estep 
Score: -17753480.000000 Penalty: 6059.201660
	Iteration 18Q: 3 clusters Score -1.775348e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 201273 members 
Entering Unmasked Estep 
Score: -17753570.000000 Penalty: 6059.201660
	Iteration 19Q: 3 clusters Score -1.775357e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 201277 members 
Entering Unmasked Estep 
Score: -17753620.000000 Penalty: 6059.201660
	Iteration 20F: 3 clusters Score -1.775362e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 201296 members 
Entering Unmasked Estep 
Score: -17753714.000000 Penalty: 6059.201660
	Iteration 21Q: 3 clusters Score -1.775371e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 201292 members 
Entering Unmasked Estep 
Score: -17753764.000000 Penalty: 6059.201660
	Iteration 22Q: 3 clusters Score -1.775376e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 201290 members 
Entering Unmasked Estep 
Score: -17753816.000000 Penalty: 6059.201660
	Iteration 23Q: 3 clusters Score -1.775382e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 201277 members 
Entering Unmasked Estep 
Score: -17753844.000000 Penalty: 6059.201660
	Iteration 24Q: 3 clusters Score -1.775384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 201272 members 
Entering Unmasked Estep 
Score: -17753904.000000 Penalty: 6059.201660
	Iteration 25Q: 3 clusters Score -1.77539e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 201248 members 
Entering Unmasked Estep 
Score: -17753900.000000 Penalty: 6059.201660
	Iteration 26Q: 3 clusters Score -1.77539e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 201214 members 
Entering Unmasked Estep 
Score: -17753952.000000 Penalty: 6059.201660
	Iteration 27Q: 3 clusters Score -1.775395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 201185 members 
Entering Unmasked Estep 
Score: -17753974.000000 Penalty: 6059.201660
	Iteration 28Q: 3 clusters Score -1.775397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 201161 members 
Entering Unmasked Estep 
Score: -17754002.000000 Penalty: 6059.201660
	Iteration 29Q: 3 clusters Score -1.7754e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 201141 members 
Entering Unmasked Estep 
Score: -17754038.000000 Penalty: 6059.201660
	Iteration 30Q: 3 clusters Score -1.775404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 201119 members 
Entering Unmasked Estep 
Score: -17754064.000000 Penalty: 6059.201660
	Iteration 31Q: 3 clusters Score -1.775406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 201095 members 
Entering Unmasked Estep 
Score: -17754072.000000 Penalty: 6059.201660
	Iteration 32Q: 3 clusters Score -1.775407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -17754088.000000 Penalty: 6059.201660
	Iteration 33Q: 3 clusters Score -1.775409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 201053 members 
Entering Unmasked Estep 
Score: -17754100.000000 Penalty: 6059.201660
	Iteration 34Q: 3 clusters Score -1.77541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 201041 members 
Entering Unmasked Estep 
Score: -17754114.000000 Penalty: 6059.201660
	Iteration 35Q: 3 clusters Score -1.775411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 201030 members 
Entering Unmasked Estep 
Score: -17754124.000000 Penalty: 6059.201660
	Iteration 36Q: 3 clusters Score -1.775412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 201028 members 
Entering Unmasked Estep 
Score: -17754122.000000 Penalty: 6059.201660
	Iteration 37Q: 3 clusters Score -1.775412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 201028 members 
Entering Unmasked Estep 
Score: -17754128.000000 Penalty: 6059.201660
	Iteration 38F: 3 clusters Score -1.775413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 201019 members 
Entering Unmasked Estep 
Score: -17754144.000000 Penalty: 6059.201660
	Iteration 39Q: 3 clusters Score -1.775414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 201011 members 
Entering Unmasked Estep 
Score: -17754156.000000 Penalty: 6059.201660
	Iteration 40F: 3 clusters Score -1.775416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 201006 members 
Entering Unmasked Estep 
Score: -17754160.000000 Penalty: 6059.201660
	Iteration 41Q: 3 clusters Score -1.775416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 200998 members 
Entering Unmasked Estep 
Score: -17754166.000000 Penalty: 6059.201660
	Iteration 42Q: 3 clusters Score -1.775417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -17754158.000000 Penalty: 6059.201660
	Iteration 43Q: 3 clusters Score -1.775416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -17754166.000000 Penalty: 6059.201660
	Iteration 44Q: 3 clusters Score -1.775417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -17754166.000000 Penalty: 6059.201660
	Iteration 45Q: 3 clusters Score -1.775417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 200990 members 
Entering Unmasked Estep 
Score: -17754178.000000 Penalty: 6059.201660
	Iteration 46Q: 3 clusters Score -1.775418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 200987 members 
Entering Unmasked Estep 
Score: -17754180.000000 Penalty: 6059.201660
	Iteration 47Q: 3 clusters Score -1.775418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 200982 members 
Entering Unmasked Estep 
Score: -17754184.000000 Penalty: 6059.201660
	Iteration 48Q: 3 clusters Score -1.775418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 200979 members 
Entering Unmasked Estep 
Score: -17754180.000000 Penalty: 6059.201660
	Iteration 49Q: 3 clusters Score -1.775418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 200977 members 
Entering Unmasked Estep 
Score: -17754186.000000 Penalty: 6059.201660
	Iteration 50Q: 3 clusters Score -1.775419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -17754190.000000 Penalty: 6059.201660
	Iteration 51Q: 3 clusters Score -1.775419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -17754188.000000 Penalty: 6059.201660
	Iteration 52Q: 3 clusters Score -1.775419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 200972 members 
Entering Unmasked Estep 
Score: -17754188.000000 Penalty: 6059.201660
	Iteration 53Q: 3 clusters Score -1.775419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -17754192.000000 Penalty: 6059.201660
	Iteration 54Q: 3 clusters Score -1.775419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 200965 members 
Entering Unmasked Estep 
Score: -17754180.000000 Penalty: 6059.201660
	Iteration 55Q: 3 clusters Score -1.775418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 200960 members 
Entering Unmasked Estep 
Score: -17754180.000000 Penalty: 6059.201660
	Iteration 56Q: 3 clusters Score -1.775418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 200956 members 
Entering Unmasked Estep 
Score: -17754188.000000 Penalty: 6059.201660
	Iteration 57Q: 3 clusters Score -1.775419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 200952 members 
Entering Unmasked Estep 
Score: -17754188.000000 Penalty: 6059.201660
	Iteration 58Q: 3 clusters Score -1.775419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 200949 members 
Entering Unmasked Estep 
Score: -17754182.000000 Penalty: 6059.201660
	Iteration 59Q: 3 clusters Score -1.775418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 200944 members 
Entering Unmasked Estep 
Score: -17754184.000000 Penalty: 6059.201660
	Iteration 60F: 3 clusters Score -1.775418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 200940 members 
Entering Unmasked Estep 
Score: -17754166.000000 Penalty: 6059.201660
	Iteration 61Q: 3 clusters Score -1.775417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 200932 members 
Entering Unmasked Estep 
Score: -17754172.000000 Penalty: 6059.201660
	Iteration 62Q: 3 clusters Score -1.775417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
Score: -17754174.000000 Penalty: 6059.201660
	Iteration 63Q: 3 clusters Score -1.775417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 200929 members 
Entering Unmasked Estep 
Score: -17754170.000000 Penalty: 6059.201660
	Iteration 64Q: 3 clusters Score -1.775417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
Score: -17754168.000000 Penalty: 6059.201660
	Iteration 65Q: 3 clusters Score -1.775417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 200931 members 
Entering Unmasked Estep 
Score: -17754170.000000 Penalty: 6059.201660
	Iteration 66Q: 3 clusters Score -1.775417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
Score: -17754168.000000 Penalty: 6059.201660
	Iteration 67Q: 3 clusters Score -1.775417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
Score: -17754174.000000 Penalty: 6059.201660
	Iteration 68Q: 3 clusters Score -1.775417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 200924 members 
Entering Unmasked Estep 
Score: -17754172.000000 Penalty: 6059.201660
	Iteration 69Q: 3 clusters Score -1.775417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 200921 members 
Entering Unmasked Estep 
Score: -17754174.000000 Penalty: 6059.201660
	Iteration 70Q: 3 clusters Score -1.775417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 200919 members 
Entering Unmasked Estep 
Score: -17754178.000000 Penalty: 6059.201660
	Iteration 71Q: 3 clusters Score -1.775418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 200915 members 
Entering Unmasked Estep 
Score: -17754184.000000 Penalty: 6059.201660
	Iteration 72Q: 3 clusters Score -1.775418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 200910 members 
Entering Unmasked Estep 
Score: -17754188.000000 Penalty: 6059.201660
	Iteration 73Q: 3 clusters Score -1.775419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 200908 members 
Entering Unmasked Estep 
Score: -17754196.000000 Penalty: 6059.201660
	Iteration 74Q: 3 clusters Score -1.77542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 200905 members 
Entering Unmasked Estep 
Score: -17754196.000000 Penalty: 6059.201660
	Iteration 75Q: 3 clusters Score -1.77542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 200903 members 
Entering Unmasked Estep 
Score: -17754196.000000 Penalty: 6059.201660
	Iteration 76Q: 3 clusters Score -1.77542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 200901 members 
Entering Unmasked Estep 
Score: -17754198.000000 Penalty: 6059.201660
	Iteration 77Q: 3 clusters Score -1.77542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 200898 members 
Entering Unmasked Estep 
Score: -17754196.000000 Penalty: 6059.201660
	Iteration 78Q: 3 clusters Score -1.77542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 200893 members 
Entering Unmasked Estep 
Score: -17754192.000000 Penalty: 6059.201660
	Iteration 79Q: 3 clusters Score -1.775419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 200891 members 
Entering Unmasked Estep 
Score: -17754192.000000 Penalty: 6059.201660
	Iteration 80F: 3 clusters Score -1.775419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 200884 members 
Entering Unmasked Estep 
Score: -17754206.000000 Penalty: 6059.201660
	Iteration 81Q: 3 clusters Score -1.775421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 200882 members 
Entering Unmasked Estep 
Score: -17754208.000000 Penalty: 6059.201660
	Iteration 82Q: 3 clusters Score -1.775421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 200882 members 
Entering Unmasked Estep 
Score: -17754208.000000 Penalty: 6059.201660
	Iteration 83F: 3 clusters Score -1.775421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Entering Unmasked Estep 
Score: -3552853.500000 Penalty: 2621.266602
	Iteration 0F: 2 clusters Score -3552854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3526385.250000 Penalty: 5242.533203
	Iteration 0F: 3 clusters Score -3526385 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3536341.500000 Penalty: 5242.533203
	Iteration 1F: 3 clusters Score -3536342 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3536899.500000 Penalty: 5242.533203
	Iteration 2Q: 3 clusters Score -3536900 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3537356.250000 Penalty: 5242.533203
	Iteration 3Q: 3 clusters Score -3537356 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3537788.250000 Penalty: 5242.533203
	Iteration 4Q: 3 clusters Score -3537788 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3538203.000000 Penalty: 5242.533203
	Iteration 5Q: 3 clusters Score -3538203 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3538685.000000 Penalty: 5242.533203
	Iteration 6Q: 3 clusters Score -3538685 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3539318.750000 Penalty: 5242.533203
	Iteration 7Q: 3 clusters Score -3539319 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3540099.750000 Penalty: 5242.533203
	Iteration 8Q: 3 clusters Score -3540100 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3541172.250000 Penalty: 5242.533203
	Iteration 9Q: 3 clusters Score -3541172 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3542346.000000 Penalty: 5242.533203
	Iteration 10Q: 3 clusters Score -3542346 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3543633.750000 Penalty: 5242.533203
	Iteration 11Q: 3 clusters Score -3543634 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3544806.000000 Penalty: 5242.533203
	Iteration 12Q: 3 clusters Score -3544806 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3545769.250000 Penalty: 5242.533203
	Iteration 13Q: 3 clusters Score -3545769 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3546486.000000 Penalty: 5242.533203
	Iteration 14Q: 3 clusters Score -3546486 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3546948.750000 Penalty: 5242.533203
	Iteration 15Q: 3 clusters Score -3546949 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3547248.000000 Penalty: 5242.533203
	Iteration 16Q: 3 clusters Score -3547248 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3547503.500000 Penalty: 5242.533203
	Iteration 17Q: 3 clusters Score -3547504 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3547705.250000 Penalty: 5242.533203
	Iteration 18Q: 3 clusters Score -3547705 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3547900.250000 Penalty: 5242.533203
	Iteration 19Q: 3 clusters Score -3547900 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3548088.750000 Penalty: 5242.533203
	Iteration 20F: 3 clusters Score -3548089 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3548259.500000 Penalty: 5242.533203
	Iteration 21Q: 3 clusters Score -3548260 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3548416.000000 Penalty: 5242.533203
	Iteration 22Q: 3 clusters Score -3548416 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3548587.500000 Penalty: 5242.533203
	Iteration 23Q: 3 clusters Score -3548588 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -3548743.750000 Penalty: 5242.533203
	Iteration 24Q: 3 clusters Score -3548744 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3548900.000000 Penalty: 5242.533203
	Iteration 25Q: 3 clusters Score -3548900 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -3549039.250000 Penalty: 5242.533203
	Iteration 26Q: 3 clusters Score -3549039 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3549188.750000 Penalty: 5242.533203
	Iteration 27Q: 3 clusters Score -3549189 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3549341.250000 Penalty: 5242.533203
	Iteration 28Q: 3 clusters Score -3549341 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3549511.250000 Penalty: 5242.533203
	Iteration 29Q: 3 clusters Score -3549511 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -3549659.250000 Penalty: 5242.533203
	Iteration 30Q: 3 clusters Score -3549659 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -3549786.250000 Penalty: 5242.533203
	Iteration 31Q: 3 clusters Score -3549786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -3549894.500000 Penalty: 5242.533203
	Iteration 32Q: 3 clusters Score -3549894 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -3550021.500000 Penalty: 5242.533203
	Iteration 33Q: 3 clusters Score -3550022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3550121.000000 Penalty: 5242.533203
	Iteration 34Q: 3 clusters Score -3550121 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -3550205.750000 Penalty: 5242.533203
	Iteration 35Q: 3 clusters Score -3550206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -3550272.500000 Penalty: 5242.533203
	Iteration 36Q: 3 clusters Score -3550272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -3550327.500000 Penalty: 5242.533203
	Iteration 37Q: 3 clusters Score -3550328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -3550379.250000 Penalty: 5242.533203
	Iteration 38Q: 3 clusters Score -3550379 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -3550429.000000 Penalty: 5242.533203
	Iteration 39Q: 3 clusters Score -3550429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -3550477.500000 Penalty: 5242.533203
	Iteration 40F: 3 clusters Score -3550478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -3550514.500000 Penalty: 5242.533203
	Iteration 41Q: 3 clusters Score -3550514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -3550542.500000 Penalty: 5242.533203
	Iteration 42Q: 3 clusters Score -3550542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -3550561.750000 Penalty: 5242.533203
	Iteration 43Q: 3 clusters Score -3550562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -3550599.250000 Penalty: 5242.533203
	Iteration 44Q: 3 clusters Score -3550599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3550620.000000 Penalty: 5242.533203
	Iteration 45Q: 3 clusters Score -3550620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -3550637.250000 Penalty: 5242.533203
	Iteration 46Q: 3 clusters Score -3550637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -3550645.250000 Penalty: 5242.533203
	Iteration 47Q: 3 clusters Score -3550645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -3550654.000000 Penalty: 5242.533203
	Iteration 48Q: 3 clusters Score -3550654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -3550654.750000 Penalty: 5242.533203
	Iteration 49Q: 3 clusters Score -3550655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3550663.250000 Penalty: 5242.533203
	Iteration 50Q: 3 clusters Score -3550663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -3550668.500000 Penalty: 5242.533203
	Iteration 51Q: 3 clusters Score -3550668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -3550669.500000 Penalty: 5242.533203
	Iteration 52Q: 3 clusters Score -3550670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -3550672.000000 Penalty: 5242.533203
	Iteration 53Q: 3 clusters Score -3550672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -3550678.250000 Penalty: 5242.533203
	Iteration 54Q: 3 clusters Score -3550678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -3550681.000000 Penalty: 5242.533203
	Iteration 55Q: 3 clusters Score -3550681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -3550689.500000 Penalty: 5242.533203
	Iteration 56Q: 3 clusters Score -3550690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3550692.750000 Penalty: 5242.533203
	Iteration 57Q: 3 clusters Score -3550693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -3550698.000000 Penalty: 5242.533203
	Iteration 58Q: 3 clusters Score -3550698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3550697.000000 Penalty: 5242.533203
	Iteration 59Q: 3 clusters Score -3550697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -3550698.750000 Penalty: 5242.533203
	Iteration 60F: 3 clusters Score -3550699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3550703.250000 Penalty: 5242.533203
	Iteration 61Q: 3 clusters Score -3550703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3550705.250000 Penalty: 5242.533203
	Iteration 62Q: 3 clusters Score -3550705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3550704.000000 Penalty: 5242.533203
	Iteration 63Q: 3 clusters Score -3550704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3550711.250000 Penalty: 5242.533203
	Iteration 64Q: 3 clusters Score -3550711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3550712.750000 Penalty: 5242.533203
	Iteration 65Q: 3 clusters Score -3550713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -3550711.750000 Penalty: 5242.533203
	Iteration 66Q: 3 clusters Score -3550712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3550714.750000 Penalty: 5242.533203
	Iteration 67Q: 3 clusters Score -3550715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -3550713.250000 Penalty: 5242.533203
	Iteration 68Q: 3 clusters Score -3550713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3550718.000000 Penalty: 5242.533203
	Iteration 69Q: 3 clusters Score -3550718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3550723.500000 Penalty: 5242.533203
	Iteration 70Q: 3 clusters Score -3550724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3550726.500000 Penalty: 5242.533203
	Iteration 71Q: 3 clusters Score -3550726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -3550731.000000 Penalty: 5242.533203
	Iteration 72Q: 3 clusters Score -3550731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -3550732.250000 Penalty: 5242.533203
	Iteration 73Q: 3 clusters Score -3550732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -3550730.250000 Penalty: 5242.533203
	Iteration 74Q: 3 clusters Score -3550730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3550734.500000 Penalty: 5242.533203
	Iteration 75Q: 3 clusters Score -3550734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -3550738.500000 Penalty: 5242.533203
	Iteration 76Q: 3 clusters Score -3550738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -3550734.750000 Penalty: 5242.533203
	Iteration 77Q: 3 clusters Score -3550735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -3550740.250000 Penalty: 5242.533203
	Iteration 78Q: 3 clusters Score -3550740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3550738.500000 Penalty: 5242.533203
	Iteration 79Q: 3 clusters Score -3550738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -3550737.250000 Penalty: 5242.533203
	Iteration 80F: 3 clusters Score -3550737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -3550737.000000 Penalty: 5242.533203
	Iteration 81Q: 3 clusters Score -3550737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -3550738.750000 Penalty: 5242.533203
	Iteration 82Q: 3 clusters Score -3550739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -3550738.750000 Penalty: 5242.533203
	Iteration 83F: 3 clusters Score -3550739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (99458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Entering Unmasked Estep 
Score: -8920820.000000 Penalty: 2853.857910
	Iteration 0F: 2 clusters Score -8920820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -8854240.000000 Penalty: 5707.715820
	Iteration 0F: 3 clusters Score -8854240 nChanged 46979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8881415.000000 Penalty: 5707.715820
	Iteration 1F: 3 clusters Score -8881415 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -8882331.000000 Penalty: 5707.715820
	Iteration 2Q: 3 clusters Score -8882331 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -8883391.000000 Penalty: 5707.715820
	Iteration 3Q: 3 clusters Score -8883391 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8885059.000000 Penalty: 5707.715820
	Iteration 4Q: 3 clusters Score -8885059 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -8887289.000000 Penalty: 5707.715820
	Iteration 5Q: 3 clusters Score -8887289 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -8890423.000000 Penalty: 5707.715820
	Iteration 6F: 3 clusters Score -8890423 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8894620.000000 Penalty: 5707.715820
	Iteration 7F: 3 clusters Score -8894620 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8899361.000000 Penalty: 5707.715820
	Iteration 8F: 3 clusters Score -8899361 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8903771.000000 Penalty: 5707.715820
	Iteration 9F: 3 clusters Score -8903771 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -8906546.000000 Penalty: 5707.715820
	Iteration 10F: 3 clusters Score -8906546 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8908080.000000 Penalty: 5707.715820
	Iteration 11Q: 3 clusters Score -8908080 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8908933.000000 Penalty: 5707.715820
	Iteration 12Q: 3 clusters Score -8908933 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8909700.000000 Penalty: 5707.715820
	Iteration 13Q: 3 clusters Score -8909700 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -8910338.000000 Penalty: 5707.715820
	Iteration 14Q: 3 clusters Score -8910338 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -8910975.000000 Penalty: 5707.715820
	Iteration 15Q: 3 clusters Score -8910975 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -8911487.000000 Penalty: 5707.715820
	Iteration 16Q: 3 clusters Score -8911487 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -8911935.000000 Penalty: 5707.715820
	Iteration 17Q: 3 clusters Score -8911935 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -8912308.000000 Penalty: 5707.715820
	Iteration 18Q: 3 clusters Score -8912308 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -8912573.000000 Penalty: 5707.715820
	Iteration 19Q: 3 clusters Score -8912573 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -8912757.000000 Penalty: 5707.715820
	Iteration 20F: 3 clusters Score -8912757 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -8912897.000000 Penalty: 5707.715820
	Iteration 21Q: 3 clusters Score -8912897 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -8913044.000000 Penalty: 5707.715820
	Iteration 22Q: 3 clusters Score -8913044 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -8913035.000000 Penalty: 5707.715820
	Iteration 23Q: 3 clusters Score -8913035 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -8913093.000000 Penalty: 5707.715820
	Iteration 24Q: 3 clusters Score -8913093 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -8913093.000000 Penalty: 5707.715820
	Iteration 25Q: 3 clusters Score -8913093 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -8913170.000000 Penalty: 5707.715820
	Iteration 26Q: 3 clusters Score -8913170 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -8913216.000000 Penalty: 5707.715820
	Iteration 27Q: 3 clusters Score -8913216 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -8913239.000000 Penalty: 5707.715820
	Iteration 28Q: 3 clusters Score -8913239 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8913270.000000 Penalty: 5707.715820
	Iteration 29Q: 3 clusters Score -8913270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -8913304.000000 Penalty: 5707.715820
	Iteration 30Q: 3 clusters Score -8913304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -8913322.000000 Penalty: 5707.715820
	Iteration 31Q: 3 clusters Score -8913322 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -8913344.000000 Penalty: 5707.715820
	Iteration 32Q: 3 clusters Score -8913344 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -8913366.000000 Penalty: 5707.715820
	Iteration 33Q: 3 clusters Score -8913366 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -8913381.000000 Penalty: 5707.715820
	Iteration 34Q: 3 clusters Score -8913381 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -8913410.000000 Penalty: 5707.715820
	Iteration 35Q: 3 clusters Score -8913410 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -8913440.000000 Penalty: 5707.715820
	Iteration 36Q: 3 clusters Score -8913440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -8913422.000000 Penalty: 5707.715820
	Iteration 37Q: 3 clusters Score -8913422 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -8913445.000000 Penalty: 5707.715820
	Iteration 38Q: 3 clusters Score -8913445 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -8913462.000000 Penalty: 5707.715820
	Iteration 39Q: 3 clusters Score -8913462 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -8913462.000000 Penalty: 5707.715820
	Iteration 40F: 3 clusters Score -8913462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -8913469.000000 Penalty: 5707.715820
	Iteration 41Q: 3 clusters Score -8913469 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -8913483.000000 Penalty: 5707.715820
	Iteration 42Q: 3 clusters Score -8913483 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -8913515.000000 Penalty: 5707.715820
	Iteration 43Q: 3 clusters Score -8913515 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -8913551.000000 Penalty: 5707.715820
	Iteration 44Q: 3 clusters Score -8913551 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -8913577.000000 Penalty: 5707.715820
	Iteration 45Q: 3 clusters Score -8913577 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -8913600.000000 Penalty: 5707.715820
	Iteration 46Q: 3 clusters Score -8913600 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -8913615.000000 Penalty: 5707.715820
	Iteration 47Q: 3 clusters Score -8913615 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -8913641.000000 Penalty: 5707.715820
	Iteration 48Q: 3 clusters Score -8913641 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -8913695.000000 Penalty: 5707.715820
	Iteration 49Q: 3 clusters Score -8913695 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -8913707.000000 Penalty: 5707.715820
	Iteration 50Q: 3 clusters Score -8913707 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -8913722.000000 Penalty: 5707.715820
	Iteration 51Q: 3 clusters Score -8913722 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -8913754.000000 Penalty: 5707.715820
	Iteration 52Q: 3 clusters Score -8913754 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -8913794.000000 Penalty: 5707.715820
	Iteration 53Q: 3 clusters Score -8913794 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -8913796.000000 Penalty: 5707.715820
	Iteration 54Q: 3 clusters Score -8913796 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -8913793.000000 Penalty: 5707.715820
	Iteration 55Q: 3 clusters Score -8913793 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8913838 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8913868 nChanged 338
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Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8913883 nChanged 374
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Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8913919 nChanged 405
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Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8913969 nChanged 386
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Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8914011 nChanged 375
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Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8914055 nChanged 373
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Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8914097 nChanged 385
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Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8914096 nChanged 381
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Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8914182 nChanged 388
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Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8914208 nChanged 396
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Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8914213 nChanged 402
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Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8914274 nChanged 406
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Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8914314 nChanged 395
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Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8914353 nChanged 403
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Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8914403 nChanged 392
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Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8914442 nChanged 403
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Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8914485 nChanged 456
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Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8914502 nChanged 506
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Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8914572 nChanged 457
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Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8914627 nChanged 493
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Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8914666 nChanged 462
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Mstep: Class 1 contains 29978 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8914738 nChanged 456
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Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8914774 nChanged 468
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Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8914903 nChanged 425
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Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8914989 nChanged 531
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Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 73454 members 
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	Iteration 87Q: 3 clusters Score -8915166 nChanged 600
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Mstep: Class 1 contains 25404 members 
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Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 74646 members 
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Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 75231 members 
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	Iteration 90Q: 3 clusters Score -8915366 nChanged 593
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Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 76435 members 
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Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8915675 nChanged 634
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8915789 nChanged 604
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Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8915892 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8916027 nChanged 580
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Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8916117 nChanged 559
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Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 80040 members 
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	Iteration 98Q: 3 clusters Score -8916218 nChanged 562
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Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 80602 members 
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	Iteration 99Q: 3 clusters Score -8916330 nChanged 570
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Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8916476 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8916575 nChanged 576
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Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8916670 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8916751 nChanged 547
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Mstep: Class 1 contains 16022 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8916899 nChanged 564
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Mstep: Class 1 contains 15458 members 
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	Iteration 105Q: 3 clusters Score -8916999 nChanged 564
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Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 84564 members 
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	Iteration 106Q: 3 clusters Score -8917107 nChanged 577
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Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 85141 members 
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	Iteration 107Q: 3 clusters Score -8917241 nChanged 593
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Mstep: Class 1 contains 13724 members 
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	Iteration 108Q: 3 clusters Score -8917366 nChanged 596
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Mstep: Class 1 contains 13128 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8917518 nChanged 531
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Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8917613 nChanged 507
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Mstep: Class 1 contains 12090 members 
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	Iteration 111Q: 3 clusters Score -8917700 nChanged 435
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Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 87803 members 
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	Iteration 112Q: 3 clusters Score -8917793 nChanged 437
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Mstep: Class 1 contains 11218 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8917853 nChanged 426
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Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 88666 members 
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	Iteration 114Q: 3 clusters Score -8917893 nChanged 418
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	Iteration 115Q: 3 clusters Score -8918016 nChanged 404
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Mstep: Class 1 contains 9970 members 
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	Iteration 116Q: 3 clusters Score -8918026 nChanged 375
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Mstep: Class 1 contains 9595 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8918092 nChanged 332
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Mstep: Class 1 contains 9263 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8918157 nChanged 306
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Mstep: Class 1 contains 8957 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8918258 nChanged 334
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Mstep: Class 1 contains 8623 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8918330 nChanged 300
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Mstep: Class 1 contains 8323 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8918359 nChanged 288
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Mstep: Class 1 contains 8035 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8918402 nChanged 270
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Mstep: Class 1 contains 7765 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8918429 nChanged 242
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Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8918483 nChanged 183
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	Iteration 126Q: 3 clusters Score -8918524 nChanged 195
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Mstep: Class 1 contains 6938 members 
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	Iteration 127Q: 3 clusters Score -8918539 nChanged 190
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Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 92710 members 
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	Iteration 128Q: 3 clusters Score -8918568 nChanged 199
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Mstep: Class 1 contains 6549 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8918622 nChanged 193
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Mstep: Class 2 contains 93102 members 
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	Iteration 131Q: 3 clusters Score -8918714 nChanged 187
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Mstep: Class 1 contains 5978 members 
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	Iteration 132Q: 3 clusters Score -8918709 nChanged 205
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Mstep: Class 1 contains 5773 members 
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	Iteration 133Q: 3 clusters Score -8918752 nChanged 207
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	Iteration 134Q: 3 clusters Score -8918811 nChanged 185
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	Iteration 135Q: 3 clusters Score -8918877 nChanged 170
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Mstep: Class 2 contains 94243 members 
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	Iteration 136Q: 3 clusters Score -8918879 nChanged 170
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8918927 nChanged 151
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8918982 nChanged 131
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Mstep: Class 1 contains 4767 members 
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	Iteration 139Q: 3 clusters Score -8918997 nChanged 119
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Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8919028 nChanged 100
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	Iteration 141Q: 3 clusters Score -8919024 nChanged 76
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8919039 nChanged 61
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8919043 nChanged 54
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	Iteration 144Q: 3 clusters Score -8919065 nChanged 43
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8919073 nChanged 44
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	Iteration 146Q: 3 clusters Score -8919087 nChanged 50
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	Iteration 147Q: 3 clusters Score -8919093 nChanged 52
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	Iteration 148Q: 3 clusters Score -8919092 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -8919111.000000 Penalty: 5707.715820
	Iteration 149Q: 3 clusters Score -8919111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -8919119.000000 Penalty: 5707.715820
	Iteration 150Q: 3 clusters Score -8919119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -8919128.000000 Penalty: 5707.715820
	Iteration 151Q: 3 clusters Score -8919128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -8919125.000000 Penalty: 5707.715820
	Iteration 152Q: 3 clusters Score -8919125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -8919137.000000 Penalty: 5707.715820
	Iteration 153Q: 3 clusters Score -8919137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -8919138.000000 Penalty: 5707.715820
	Iteration 154Q: 3 clusters Score -8919138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -8919132.000000 Penalty: 5707.715820
	Iteration 155Q: 3 clusters Score -8919132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -8919136.000000 Penalty: 5707.715820
	Iteration 156Q: 3 clusters Score -8919136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -8919127.000000 Penalty: 5707.715820
	Iteration 157Q: 3 clusters Score -8919127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -8919129.000000 Penalty: 5707.715820
	Iteration 158Q: 3 clusters Score -8919129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -8919142.000000 Penalty: 5707.715820
	Iteration 159Q: 3 clusters Score -8919142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -8919152.000000 Penalty: 5707.715820
	Iteration 160F: 3 clusters Score -8919152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -8919151.000000 Penalty: 5707.715820
	Iteration 161Q: 3 clusters Score -8919151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -8919169.000000 Penalty: 5707.715820
	Iteration 162Q: 3 clusters Score -8919169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -8919160.000000 Penalty: 5707.715820
	Iteration 163Q: 3 clusters Score -8919160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -8919166.000000 Penalty: 5707.715820
	Iteration 164Q: 3 clusters Score -8919166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -8919160.000000 Penalty: 5707.715820
	Iteration 165Q: 3 clusters Score -8919160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -8919168.000000 Penalty: 5707.715820
	Iteration 166Q: 3 clusters Score -8919168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -8919171.000000 Penalty: 5707.715820
	Iteration 167Q: 3 clusters Score -8919171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -8919184.000000 Penalty: 5707.715820
	Iteration 168Q: 3 clusters Score -8919184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -8919181.000000 Penalty: 5707.715820
	Iteration 169Q: 3 clusters Score -8919181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -8919180.000000 Penalty: 5707.715820
	Iteration 170Q: 3 clusters Score -8919180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -8919195.000000 Penalty: 5707.715820
	Iteration 171Q: 3 clusters Score -8919195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -8919196.000000 Penalty: 5707.715820
	Iteration 172Q: 3 clusters Score -8919196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -8919205.000000 Penalty: 5707.715820
	Iteration 173Q: 3 clusters Score -8919205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -8919198.000000 Penalty: 5707.715820
	Iteration 174Q: 3 clusters Score -8919198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -8919188.000000 Penalty: 5707.715820
	Iteration 175Q: 3 clusters Score -8919188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -8919190.000000 Penalty: 5707.715820
	Iteration 176Q: 3 clusters Score -8919190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -8919197.000000 Penalty: 5707.715820
	Iteration 177Q: 3 clusters Score -8919197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -8919206.000000 Penalty: 5707.715820
	Iteration 178Q: 3 clusters Score -8919206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -8919201.000000 Penalty: 5707.715820
	Iteration 179Q: 3 clusters Score -8919201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -8919206.000000 Penalty: 5707.715820
	Iteration 180F: 3 clusters Score -8919206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -8919206.000000 Penalty: 5707.715820
	Iteration 181Q: 3 clusters Score -8919206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -8919214.000000 Penalty: 5707.715820
	Iteration 182Q: 3 clusters Score -8919214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -8919202.000000 Penalty: 5707.715820
	Iteration 183Q: 3 clusters Score -8919202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -8919212.000000 Penalty: 5707.715820
	Iteration 184Q: 3 clusters Score -8919212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -8919217.000000 Penalty: 5707.715820
	Iteration 185Q: 3 clusters Score -8919217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -8919230.000000 Penalty: 5707.715820
	Iteration 186Q: 3 clusters Score -8919230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -8919233.000000 Penalty: 5707.715820
	Iteration 187Q: 3 clusters Score -8919233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -8919237.000000 Penalty: 5707.715820
	Iteration 188Q: 3 clusters Score -8919237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -8919250.000000 Penalty: 5707.715820
	Iteration 189Q: 3 clusters Score -8919250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -8919251.000000 Penalty: 5707.715820
	Iteration 190Q: 3 clusters Score -8919251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -8919253.000000 Penalty: 5707.715820
	Iteration 191Q: 3 clusters Score -8919253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -8919254.000000 Penalty: 5707.715820
	Iteration 192Q: 3 clusters Score -8919254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -8919255.000000 Penalty: 5707.715820
	Iteration 193Q: 3 clusters Score -8919255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -8919248.000000 Penalty: 5707.715820
	Iteration 194Q: 3 clusters Score -8919248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -8919248.000000 Penalty: 5707.715820
	Iteration 195Q: 3 clusters Score -8919248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -8919249.000000 Penalty: 5707.715820
	Iteration 196Q: 3 clusters Score -8919249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -8919242.000000 Penalty: 5707.715820
	Iteration 197Q: 3 clusters Score -8919242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -8919244.000000 Penalty: 5707.715820
	Iteration 198Q: 3 clusters Score -8919244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -8919241.000000 Penalty: 5707.715820
	Iteration 199Q: 3 clusters Score -8919241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -8919242.000000 Penalty: 5707.715820
	Iteration 200F: 3 clusters Score -8919242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -8919247.000000 Penalty: 5707.715820
	Iteration 201Q: 3 clusters Score -8919247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -8919256.000000 Penalty: 5707.715820
	Iteration 202Q: 3 clusters Score -8919256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -8919256.000000 Penalty: 5707.715820
	Iteration 203Q: 3 clusters Score -8919256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -8919254.000000 Penalty: 5707.715820
	Iteration 204Q: 3 clusters Score -8919254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -8919253.000000 Penalty: 5707.715820
	Iteration 205Q: 3 clusters Score -8919253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -8919258.000000 Penalty: 5707.715820
	Iteration 206Q: 3 clusters Score -8919258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -8919258.000000 Penalty: 5707.715820
	Iteration 207F: 3 clusters Score -8919258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Entering Unmasked Estep 
Score: -1939870.500000 Penalty: 2490.563965
	Iteration 0F: 2 clusters Score -1939870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1923878.125000 Penalty: 4981.127930
	Iteration 0F: 3 clusters Score -1923878 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1929633.375000 Penalty: 4981.127930
	Iteration 1F: 3 clusters Score -1929633 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1930274.625000 Penalty: 4981.127930
	Iteration 2F: 3 clusters Score -1930275 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1930924.750000 Penalty: 4981.127930
	Iteration 3F: 3 clusters Score -1930925 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1931579.000000 Penalty: 4981.127930
	Iteration 4F: 3 clusters Score -1931579 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1932244.000000 Penalty: 4981.127930
	Iteration 5F: 3 clusters Score -1932244 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1932900.625000 Penalty: 4981.127930
	Iteration 6F: 3 clusters Score -1932901 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1933638.750000 Penalty: 4981.127930
	Iteration 7F: 3 clusters Score -1933639 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1934328.375000 Penalty: 4981.127930
	Iteration 8F: 3 clusters Score -1934328 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1934919.375000 Penalty: 4981.127930
	Iteration 9Q: 3 clusters Score -1934919 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1935348.500000 Penalty: 4981.127930
	Iteration 10Q: 3 clusters Score -1935348 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1935714.875000 Penalty: 4981.127930
	Iteration 11Q: 3 clusters Score -1935715 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1936059.250000 Penalty: 4981.127930
	Iteration 12Q: 3 clusters Score -1936059 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1936534.500000 Penalty: 4981.127930
	Iteration 13Q: 3 clusters Score -1936534 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -1937194.000000 Penalty: 4981.127930
	Iteration 14Q: 3 clusters Score -1937194 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1937686.750000 Penalty: 4981.127930
	Iteration 15Q: 3 clusters Score -1937687 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1938004.875000 Penalty: 4981.127930
	Iteration 16Q: 3 clusters Score -1938005 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1938198.375000 Penalty: 4981.127930
	Iteration 17Q: 3 clusters Score -1938198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1938350.625000 Penalty: 4981.127930
	Iteration 18Q: 3 clusters Score -1938351 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1938516.875000 Penalty: 4981.127930
	Iteration 19Q: 3 clusters Score -1938517 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1938708.125000 Penalty: 4981.127930
	Iteration 20F: 3 clusters Score -1938708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -1938875.875000 Penalty: 4981.127930
	Iteration 21Q: 3 clusters Score -1938876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1939021.875000 Penalty: 4981.127930
	Iteration 22Q: 3 clusters Score -1939022 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1939156.875000 Penalty: 4981.127930
	Iteration 23Q: 3 clusters Score -1939157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1939258.875000 Penalty: 4981.127930
	Iteration 24Q: 3 clusters Score -1939259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1939323.125000 Penalty: 4981.127930
	Iteration 25Q: 3 clusters Score -1939323 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1939379.375000 Penalty: 4981.127930
	Iteration 26Q: 3 clusters Score -1939379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1939419.625000 Penalty: 4981.127930
	Iteration 27Q: 3 clusters Score -1939420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -1939434.250000 Penalty: 4981.127930
	Iteration 28Q: 3 clusters Score -1939434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1939450.625000 Penalty: 4981.127930
	Iteration 29Q: 3 clusters Score -1939451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -1939462.625000 Penalty: 4981.127930
	Iteration 30Q: 3 clusters Score -1939463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1939469.125000 Penalty: 4981.127930
	Iteration 31Q: 3 clusters Score -1939469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1939475.000000 Penalty: 4981.127930
	Iteration 32Q: 3 clusters Score -1939475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1939479.500000 Penalty: 4981.127930
	Iteration 33Q: 3 clusters Score -1939480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1939484.500000 Penalty: 4981.127930
	Iteration 34Q: 3 clusters Score -1939484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -1939483.000000 Penalty: 4981.127930
	Iteration 35Q: 3 clusters Score -1939483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1939490.875000 Penalty: 4981.127930
	Iteration 36Q: 3 clusters Score -1939491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1939487.875000 Penalty: 4981.127930
	Iteration 37Q: 3 clusters Score -1939488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1939488.500000 Penalty: 4981.127930
	Iteration 38Q: 3 clusters Score -1939488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1939492.375000 Penalty: 4981.127930
	Iteration 39Q: 3 clusters Score -1939492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -1939492.250000 Penalty: 4981.127930
	Iteration 40F: 3 clusters Score -1939492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1939492.250000 Penalty: 4981.127930
	Iteration 41Q: 3 clusters Score -1939492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1939492.250000 Penalty: 4981.127930
	Iteration 42F: 3 clusters Score -1939492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (421923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421923 members 
Entering Unmasked Estep 
Score: -37220752.000000 Penalty: 3212.239502
	Iteration 0F: 2 clusters Score -3.722075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211172 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -36942528.000000 Penalty: 6424.479004
	Iteration 0F: 3 clusters Score -3.694253e+07 nChanged 204852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211152 members 
Mstep: Class 2 contains 210771 members 
Entering Unmasked Estep 
Score: -37064548.000000 Penalty: 6424.479004
	Iteration 1F: 3 clusters Score -3.706455e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212288 members 
Mstep: Class 2 contains 209635 members 
Entering Unmasked Estep 
Score: -37066460.000000 Penalty: 6424.479004
	Iteration 2Q: 3 clusters Score -3.706646e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214105 members 
Mstep: Class 2 contains 207818 members 
Entering Unmasked Estep 
Score: -37068144.000000 Penalty: 6424.479004
	Iteration 3Q: 3 clusters Score -3.706814e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217088 members 
Mstep: Class 2 contains 204835 members 
Entering Unmasked Estep 
Score: -37070448.000000 Penalty: 6424.479004
	Iteration 4Q: 3 clusters Score -3.707045e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221643 members 
Mstep: Class 2 contains 200280 members 
Entering Unmasked Estep 
Score: -37074264.000000 Penalty: 6424.479004
	Iteration 5Q: 3 clusters Score -3.707426e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228716 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -37079376.000000 Penalty: 6424.479004
	Iteration 6Q: 3 clusters Score -3.707938e+07 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239219 members 
Mstep: Class 2 contains 182704 members 
Entering Unmasked Estep 
Score: -37087700.000000 Penalty: 6424.479004
	Iteration 7Q: 3 clusters Score -3.70877e+07 nChanged 21548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253871 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -37100380.000000 Penalty: 6424.479004
	Iteration 8F: 3 clusters Score -3.710038e+07 nChanged 24905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272016 members 
Mstep: Class 2 contains 149907 members 
Entering Unmasked Estep 
Score: -37118024.000000 Penalty: 6424.479004
	Iteration 9F: 3 clusters Score -3.711802e+07 nChanged 26473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291297 members 
Mstep: Class 2 contains 130626 members 
Entering Unmasked Estep 
Score: -37138080.000000 Penalty: 6424.479004
	Iteration 10F: 3 clusters Score -3.713808e+07 nChanged 24527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307966 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -37155484.000000 Penalty: 6424.479004
	Iteration 11F: 3 clusters Score -3.715548e+07 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321026 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -37168516.000000 Penalty: 6424.479004
	Iteration 12Q: 3 clusters Score -3.716852e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331225 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
Score: -37176632.000000 Penalty: 6424.479004
	Iteration 13Q: 3 clusters Score -3.717663e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339860 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -37181996.000000 Penalty: 6424.479004
	Iteration 14Q: 3 clusters Score -3.7182e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347814 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -37186148.000000 Penalty: 6424.479004
	Iteration 15Q: 3 clusters Score -3.718615e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355393 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -37189604.000000 Penalty: 6424.479004
	Iteration 16Q: 3 clusters Score -3.71896e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362635 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -37192348.000000 Penalty: 6424.479004
	Iteration 17Q: 3 clusters Score -3.719235e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369570 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -37195296.000000 Penalty: 6424.479004
	Iteration 18Q: 3 clusters Score -3.71953e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376327 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -37198192.000000 Penalty: 6424.479004
	Iteration 19Q: 3 clusters Score -3.719819e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382716 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -37200808.000000 Penalty: 6424.479004
	Iteration 20F: 3 clusters Score -3.720081e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388888 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -37203844.000000 Penalty: 6424.479004
	Iteration 21Q: 3 clusters Score -3.720384e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394479 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -37206640.000000 Penalty: 6424.479004
	Iteration 22Q: 3 clusters Score -3.720664e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399475 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -37208880.000000 Penalty: 6424.479004
	Iteration 23Q: 3 clusters Score -3.720888e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403830 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -37210608.000000 Penalty: 6424.479004
	Iteration 24Q: 3 clusters Score -3.721061e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407561 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -37212324.000000 Penalty: 6424.479004
	Iteration 25Q: 3 clusters Score -3.721232e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410633 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -37213752.000000 Penalty: 6424.479004
	Iteration 26Q: 3 clusters Score -3.721375e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413025 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -37214596.000000 Penalty: 6424.479004
	Iteration 27Q: 3 clusters Score -3.72146e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414875 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -37215380.000000 Penalty: 6424.479004
	Iteration 28Q: 3 clusters Score -3.721538e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416336 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -37215904.000000 Penalty: 6424.479004
	Iteration 29Q: 3 clusters Score -3.72159e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417472 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -37216388.000000 Penalty: 6424.479004
	Iteration 30Q: 3 clusters Score -3.721639e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418318 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -37216792.000000 Penalty: 6424.479004
	Iteration 31Q: 3 clusters Score -3.721679e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418978 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -37217140.000000 Penalty: 6424.479004
	Iteration 32Q: 3 clusters Score -3.721714e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419478 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -37217284.000000 Penalty: 6424.479004
	Iteration 33Q: 3 clusters Score -3.721728e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419814 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -37217436.000000 Penalty: 6424.479004
	Iteration 34Q: 3 clusters Score -3.721744e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420068 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -37217612.000000 Penalty: 6424.479004
	Iteration 35Q: 3 clusters Score -3.721761e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420253 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -37217700.000000 Penalty: 6424.479004
	Iteration 36Q: 3 clusters Score -3.72177e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420409 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -37217776.000000 Penalty: 6424.479004
	Iteration 37Q: 3 clusters Score -3.721778e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420518 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -37217840.000000 Penalty: 6424.479004
	Iteration 38Q: 3 clusters Score -3.721784e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420606 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -37217892.000000 Penalty: 6424.479004
	Iteration 39Q: 3 clusters Score -3.721789e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420670 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -37217952.000000 Penalty: 6424.479004
	Iteration 40F: 3 clusters Score -3.721795e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420721 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -37217944.000000 Penalty: 6424.479004
	Iteration 41Q: 3 clusters Score -3.721794e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420763 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -37217948.000000 Penalty: 6424.479004
	Iteration 42Q: 3 clusters Score -3.721795e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420795 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -37217956.000000 Penalty: 6424.479004
	Iteration 43Q: 3 clusters Score -3.721796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420819 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -37217964.000000 Penalty: 6424.479004
	Iteration 44Q: 3 clusters Score -3.721796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -37218024.000000 Penalty: 6424.479004
	Iteration 45Q: 3 clusters Score -3.721802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420858 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -37218008.000000 Penalty: 6424.479004
	Iteration 46Q: 3 clusters Score -3.721801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420875 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -37218012.000000 Penalty: 6424.479004
	Iteration 47Q: 3 clusters Score -3.721801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420898 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -37218040.000000 Penalty: 6424.479004
	Iteration 48Q: 3 clusters Score -3.721804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420926 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -37218056.000000 Penalty: 6424.479004
	Iteration 49Q: 3 clusters Score -3.721806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420948 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -37218040.000000 Penalty: 6424.479004
	Iteration 50Q: 3 clusters Score -3.721804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420959 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -37218056.000000 Penalty: 6424.479004
	Iteration 51Q: 3 clusters Score -3.721806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420974 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -37218044.000000 Penalty: 6424.479004
	Iteration 52Q: 3 clusters Score -3.721804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -37218052.000000 Penalty: 6424.479004
	Iteration 53Q: 3 clusters Score -3.721805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420990 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -37218052.000000 Penalty: 6424.479004
	Iteration 54Q: 3 clusters Score -3.721805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420997 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -37218068.000000 Penalty: 6424.479004
	Iteration 55Q: 3 clusters Score -3.721807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421003 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -37218072.000000 Penalty: 6424.479004
	Iteration 56Q: 3 clusters Score -3.721807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421004 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -37218056.000000 Penalty: 6424.479004
	Iteration 57Q: 3 clusters Score -3.721806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421005 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37218084.000000 Penalty: 6424.479004
	Iteration 58Q: 3 clusters Score -3.721808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421005 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37218068.000000 Penalty: 6424.479004
	Iteration 59Q: 3 clusters Score -3.721807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421007 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -37218072.000000 Penalty: 6424.479004
	Iteration 60F: 3 clusters Score -3.721807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421008 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -37218084.000000 Penalty: 6424.479004
	Iteration 61Q: 3 clusters Score -3.721808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -37218064.000000 Penalty: 6424.479004
	Iteration 62Q: 3 clusters Score -3.721806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -37218064.000000 Penalty: 6424.479004
	Iteration 63F: 3 clusters Score -3.721806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Entering Unmasked Estep 
Score: -6178002.000000 Penalty: 2762.230957
	Iteration 0F: 2 clusters Score -6178002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6132001.000000 Penalty: 5524.461914
	Iteration 0F: 3 clusters Score -6132001 nChanged 32146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6150166.000000 Penalty: 5524.461914
	Iteration 1F: 3 clusters Score -6150166 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6150851.500000 Penalty: 5524.461914
	Iteration 2Q: 3 clusters Score -6150852 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -6151647.500000 Penalty: 5524.461914
	Iteration 3Q: 3 clusters Score -6151648 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -6152647.000000 Penalty: 5524.461914
	Iteration 4Q: 3 clusters Score -6152647 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -6154084.000000 Penalty: 5524.461914
	Iteration 5Q: 3 clusters Score -6154084 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6155852.000000 Penalty: 5524.461914
	Iteration 6Q: 3 clusters Score -6155852 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6157719.000000 Penalty: 5524.461914
	Iteration 7F: 3 clusters Score -6157719 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6159851.000000 Penalty: 5524.461914
	Iteration 8F: 3 clusters Score -6159851 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -6162297.000000 Penalty: 5524.461914
	Iteration 9F: 3 clusters Score -6162297 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -6164926.000000 Penalty: 5524.461914
	Iteration 10F: 3 clusters Score -6164926 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6167175.500000 Penalty: 5524.461914
	Iteration 11F: 3 clusters Score -6167176 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6169006.500000 Penalty: 5524.461914
	Iteration 12Q: 3 clusters Score -6169006 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6170073.500000 Penalty: 5524.461914
	Iteration 13Q: 3 clusters Score -6170074 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6170728.000000 Penalty: 5524.461914
	Iteration 14Q: 3 clusters Score -6170728 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -6171278.500000 Penalty: 5524.461914
	Iteration 15Q: 3 clusters Score -6171278 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6171689.000000 Penalty: 5524.461914
	Iteration 16Q: 3 clusters Score -6171689 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -6172067.000000 Penalty: 5524.461914
	Iteration 17Q: 3 clusters Score -6172067 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -6172468.000000 Penalty: 5524.461914
	Iteration 18Q: 3 clusters Score -6172468 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -6172894.500000 Penalty: 5524.461914
	Iteration 19Q: 3 clusters Score -6172894 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -6173214.000000 Penalty: 5524.461914
	Iteration 20F: 3 clusters Score -6173214 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -6173577.000000 Penalty: 5524.461914
	Iteration 21Q: 3 clusters Score -6173577 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6173903.000000 Penalty: 5524.461914
	Iteration 22Q: 3 clusters Score -6173903 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -6174233.000000 Penalty: 5524.461914
	Iteration 23Q: 3 clusters Score -6174233 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -6174520.000000 Penalty: 5524.461914
	Iteration 24Q: 3 clusters Score -6174520 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6174757.500000 Penalty: 5524.461914
	Iteration 25Q: 3 clusters Score -6174758 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -6175010.000000 Penalty: 5524.461914
	Iteration 26Q: 3 clusters Score -6175010 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -6175239.000000 Penalty: 5524.461914
	Iteration 27Q: 3 clusters Score -6175239 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -6175468.500000 Penalty: 5524.461914
	Iteration 28Q: 3 clusters Score -6175468 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6175689.500000 Penalty: 5524.461914
	Iteration 29Q: 3 clusters Score -6175690 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -6175844.500000 Penalty: 5524.461914
	Iteration 30Q: 3 clusters Score -6175844 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6176004.000000 Penalty: 5524.461914
	Iteration 31Q: 3 clusters Score -6176004 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6176119.500000 Penalty: 5524.461914
	Iteration 32Q: 3 clusters Score -6176120 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6176244.500000 Penalty: 5524.461914
	Iteration 33Q: 3 clusters Score -6176244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6176328.500000 Penalty: 5524.461914
	Iteration 34Q: 3 clusters Score -6176328 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6176431.500000 Penalty: 5524.461914
	Iteration 35Q: 3 clusters Score -6176432 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6176504.500000 Penalty: 5524.461914
	Iteration 36Q: 3 clusters Score -6176504 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6176563.500000 Penalty: 5524.461914
	Iteration 37Q: 3 clusters Score -6176564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6176616.500000 Penalty: 5524.461914
	Iteration 38Q: 3 clusters Score -6176616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6176649.500000 Penalty: 5524.461914
	Iteration 39Q: 3 clusters Score -6176650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6176675.000000 Penalty: 5524.461914
	Iteration 40F: 3 clusters Score -6176675 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6176689.500000 Penalty: 5524.461914
	Iteration 41Q: 3 clusters Score -6176690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6176713.000000 Penalty: 5524.461914
	Iteration 42Q: 3 clusters Score -6176713 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6176739.500000 Penalty: 5524.461914
	Iteration 43Q: 3 clusters Score -6176740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6176773.000000 Penalty: 5524.461914
	Iteration 44Q: 3 clusters Score -6176773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6176772.000000 Penalty: 5524.461914
	Iteration 45Q: 3 clusters Score -6176772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6176768.500000 Penalty: 5524.461914
	Iteration 46Q: 3 clusters Score -6176768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6176779.000000 Penalty: 5524.461914
	Iteration 47Q: 3 clusters Score -6176779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6176774.000000 Penalty: 5524.461914
	Iteration 48Q: 3 clusters Score -6176774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6176776.500000 Penalty: 5524.461914
	Iteration 49Q: 3 clusters Score -6176776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6176788.500000 Penalty: 5524.461914
	Iteration 50Q: 3 clusters Score -6176788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6176803.000000 Penalty: 5524.461914
	Iteration 51Q: 3 clusters Score -6176803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6176802.000000 Penalty: 5524.461914
	Iteration 52Q: 3 clusters Score -6176802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6176799.000000 Penalty: 5524.461914
	Iteration 53Q: 3 clusters Score -6176799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6176798.000000 Penalty: 5524.461914
	Iteration 54Q: 3 clusters Score -6176798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6176797.500000 Penalty: 5524.461914
	Iteration 55Q: 3 clusters Score -6176798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6176799.500000 Penalty: 5524.461914
	Iteration 56Q: 3 clusters Score -6176800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6176798.500000 Penalty: 5524.461914
	Iteration 57Q: 3 clusters Score -6176798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6176796.500000 Penalty: 5524.461914
	Iteration 58Q: 3 clusters Score -6176796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6176803.000000 Penalty: 5524.461914
	Iteration 59Q: 3 clusters Score -6176803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6176806.500000 Penalty: 5524.461914
	Iteration 60F: 3 clusters Score -6176806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Entering Unmasked Estep 
Score: -2459060.750000 Penalty: 2532.567139
	Iteration 0F: 2 clusters Score -2459061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2440314.000000 Penalty: 5065.134277
	Iteration 0F: 3 clusters Score -2440314 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2446921.500000 Penalty: 5065.134277
	Iteration 1F: 3 clusters Score -2446922 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2447525.000000 Penalty: 5065.134277
	Iteration 2F: 3 clusters Score -2447525 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2448077.750000 Penalty: 5065.134277
	Iteration 3Q: 3 clusters Score -2448078 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2448655.250000 Penalty: 5065.134277
	Iteration 4Q: 3 clusters Score -2448655 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2449281.500000 Penalty: 5065.134277
	Iteration 5F: 3 clusters Score -2449282 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2449984.250000 Penalty: 5065.134277
	Iteration 6F: 3 clusters Score -2449984 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2450865.500000 Penalty: 5065.134277
	Iteration 7F: 3 clusters Score -2450866 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2452031.750000 Penalty: 5065.134277
	Iteration 8F: 3 clusters Score -2452032 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2453399.250000 Penalty: 5065.134277
	Iteration 9F: 3 clusters Score -2453399 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2454762.500000 Penalty: 5065.134277
	Iteration 10F: 3 clusters Score -2454762 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2455821.000000 Penalty: 5065.134277
	Iteration 11Q: 3 clusters Score -2455821 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2456450.500000 Penalty: 5065.134277
	Iteration 12Q: 3 clusters Score -2456450 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2456784.000000 Penalty: 5065.134277
	Iteration 13Q: 3 clusters Score -2456784 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2456969.250000 Penalty: 5065.134277
	Iteration 14Q: 3 clusters Score -2456969 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2457116.000000 Penalty: 5065.134277
	Iteration 15Q: 3 clusters Score -2457116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2457206.750000 Penalty: 5065.134277
	Iteration 16Q: 3 clusters Score -2457207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2457244.500000 Penalty: 5065.134277
	Iteration 17Q: 3 clusters Score -2457244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2457268.500000 Penalty: 5065.134277
	Iteration 18Q: 3 clusters Score -2457268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2457286.750000 Penalty: 5065.134277
	Iteration 19Q: 3 clusters Score -2457287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2457310.750000 Penalty: 5065.134277
	Iteration 20F: 3 clusters Score -2457311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2457319.250000 Penalty: 5065.134277
	Iteration 21Q: 3 clusters Score -2457319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2457324.000000 Penalty: 5065.134277
	Iteration 22Q: 3 clusters Score -2457324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2457331.250000 Penalty: 5065.134277
	Iteration 23Q: 3 clusters Score -2457331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2457331.500000 Penalty: 5065.134277
	Iteration 24Q: 3 clusters Score -2457332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2457335.000000 Penalty: 5065.134277
	Iteration 25Q: 3 clusters Score -2457335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2457335.000000 Penalty: 5065.134277
	Iteration 26F: 3 clusters Score -2457335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Entering Unmasked Estep 
Score: -2226345.500000 Penalty: 2508.028809
	Iteration 0F: 2 clusters Score -2226346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2209287.000000 Penalty: 5016.057617
	Iteration 0F: 3 clusters Score -2209287 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2215150.250000 Penalty: 5016.057617
	Iteration 1F: 3 clusters Score -2215150 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2215533.750000 Penalty: 5016.057617
	Iteration 2Q: 3 clusters Score -2215534 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2215831.000000 Penalty: 5016.057617
	Iteration 3Q: 3 clusters Score -2215831 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2216079.000000 Penalty: 5016.057617
	Iteration 4Q: 3 clusters Score -2216079 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2216290.250000 Penalty: 5016.057617
	Iteration 5Q: 3 clusters Score -2216290 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2216583.000000 Penalty: 5016.057617
	Iteration 6Q: 3 clusters Score -2216583 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2216955.500000 Penalty: 5016.057617
	Iteration 7Q: 3 clusters Score -2216956 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2217550.500000 Penalty: 5016.057617
	Iteration 8Q: 3 clusters Score -2217550 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2218427.750000 Penalty: 5016.057617
	Iteration 9F: 3 clusters Score -2218428 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2219576.750000 Penalty: 5016.057617
	Iteration 10F: 3 clusters Score -2219577 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2220963.750000 Penalty: 5016.057617
	Iteration 11F: 3 clusters Score -2220964 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2222284.000000 Penalty: 5016.057617
	Iteration 12F: 3 clusters Score -2222284 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2223264.000000 Penalty: 5016.057617
	Iteration 13Q: 3 clusters Score -2223264 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2223863.000000 Penalty: 5016.057617
	Iteration 14Q: 3 clusters Score -2223863 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2224215.250000 Penalty: 5016.057617
	Iteration 15Q: 3 clusters Score -2224215 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2224452.000000 Penalty: 5016.057617
	Iteration 16Q: 3 clusters Score -2224452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2224627.500000 Penalty: 5016.057617
	Iteration 17Q: 3 clusters Score -2224628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2224742.250000 Penalty: 5016.057617
	Iteration 18Q: 3 clusters Score -2224742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2224804.000000 Penalty: 5016.057617
	Iteration 19Q: 3 clusters Score -2224804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2224839.000000 Penalty: 5016.057617
	Iteration 20F: 3 clusters Score -2224839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2224854.500000 Penalty: 5016.057617
	Iteration 21Q: 3 clusters Score -2224854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2224860.750000 Penalty: 5016.057617
	Iteration 22Q: 3 clusters Score -2224861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2224859.500000 Penalty: 5016.057617
	Iteration 23Q: 3 clusters Score -2224860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2224859.750000 Penalty: 5016.057617
	Iteration 24Q: 3 clusters Score -2224860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2224859.750000 Penalty: 5016.057617
	Iteration 25F: 3 clusters Score -2224860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122755 members 
Entering Unmasked Estep 
Score: -11225642.000000 Penalty: 2906.050537
	Iteration 0F: 2 clusters Score -1.122564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -11143031.000000 Penalty: 5812.101074
	Iteration 0F: 3 clusters Score -1.114303e+07 nChanged 58520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -11177059.000000 Penalty: 5812.101074
	Iteration 1F: 3 clusters Score -1.117706e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -11177858.000000 Penalty: 5812.101074
	Iteration 2Q: 3 clusters Score -1.117786e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -11178831.000000 Penalty: 5812.101074
	Iteration 3Q: 3 clusters Score -1.117883e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -11180185.000000 Penalty: 5812.101074
	Iteration 4Q: 3 clusters Score -1.118018e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -11182253.000000 Penalty: 5812.101074
	Iteration 5Q: 3 clusters Score -1.118225e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -11185565.000000 Penalty: 5812.101074
	Iteration 6Q: 3 clusters Score -1.118556e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -11190514.000000 Penalty: 5812.101074
	Iteration 7F: 3 clusters Score -1.119051e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -11196718.000000 Penalty: 5812.101074
	Iteration 8F: 3 clusters Score -1.119672e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -11202574.000000 Penalty: 5812.101074
	Iteration 9F: 3 clusters Score -1.120257e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -11206665.000000 Penalty: 5812.101074
	Iteration 10Q: 3 clusters Score -1.120666e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -11209160.000000 Penalty: 5812.101074
	Iteration 11Q: 3 clusters Score -1.120916e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -11210926.000000 Penalty: 5812.101074
	Iteration 12Q: 3 clusters Score -1.121093e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -11212335.000000 Penalty: 5812.101074
	Iteration 13Q: 3 clusters Score -1.121234e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -11213602.000000 Penalty: 5812.101074
	Iteration 14Q: 3 clusters Score -1.12136e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -11214822.000000 Penalty: 5812.101074
	Iteration 15Q: 3 clusters Score -1.121482e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -11216146.000000 Penalty: 5812.101074
	Iteration 16Q: 3 clusters Score -1.121615e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -11217335.000000 Penalty: 5812.101074
	Iteration 17Q: 3 clusters Score -1.121734e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 114978 members 
Entering Unmasked Estep 
Score: -11218385.000000 Penalty: 5812.101074
	Iteration 18Q: 3 clusters Score -1.121838e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -11219403.000000 Penalty: 5812.101074
	Iteration 19Q: 3 clusters Score -1.12194e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -11220196.000000 Penalty: 5812.101074
	Iteration 20F: 3 clusters Score -1.12202e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 119016 members 
Entering Unmasked Estep 
Score: -11220916.000000 Penalty: 5812.101074
	Iteration 21Q: 3 clusters Score -1.122092e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -11221488.000000 Penalty: 5812.101074
	Iteration 22Q: 3 clusters Score -1.122149e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -11221895.000000 Penalty: 5812.101074
	Iteration 23Q: 3 clusters Score -1.12219e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 120978 members 
Entering Unmasked Estep 
Score: -11222176.000000 Penalty: 5812.101074
	Iteration 24Q: 3 clusters Score -1.122218e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -11222367.000000 Penalty: 5812.101074
	Iteration 25Q: 3 clusters Score -1.122237e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -11222557.000000 Penalty: 5812.101074
	Iteration 26Q: 3 clusters Score -1.122256e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -11222704.000000 Penalty: 5812.101074
	Iteration 27Q: 3 clusters Score -1.12227e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -11222818.000000 Penalty: 5812.101074
	Iteration 28Q: 3 clusters Score -1.122282e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -11222867.000000 Penalty: 5812.101074
	Iteration 29Q: 3 clusters Score -1.122287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 121972 members 
Entering Unmasked Estep 
Score: -11222906.000000 Penalty: 5812.101074
	Iteration 30Q: 3 clusters Score -1.122291e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -11222958.000000 Penalty: 5812.101074
	Iteration 31Q: 3 clusters Score -1.122296e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -11222984.000000 Penalty: 5812.101074
	Iteration 32Q: 3 clusters Score -1.122298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 122086 members 
Entering Unmasked Estep 
Score: -11223003.000000 Penalty: 5812.101074
	Iteration 33Q: 3 clusters Score -1.1223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
Score: -11223018.000000 Penalty: 5812.101074
	Iteration 34Q: 3 clusters Score -1.122302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 122124 members 
Entering Unmasked Estep 
Score: -11223031.000000 Penalty: 5812.101074
	Iteration 35Q: 3 clusters Score -1.122303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 122134 members 
Entering Unmasked Estep 
Score: -11223046.000000 Penalty: 5812.101074
	Iteration 36Q: 3 clusters Score -1.122305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 122142 members 
Entering Unmasked Estep 
Score: -11223060.000000 Penalty: 5812.101074
	Iteration 37Q: 3 clusters Score -1.122306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -11223062.000000 Penalty: 5812.101074
	Iteration 38Q: 3 clusters Score -1.122306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 122158 members 
Entering Unmasked Estep 
Score: -11223056.000000 Penalty: 5812.101074
	Iteration 39Q: 3 clusters Score -1.122306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -11223063.000000 Penalty: 5812.101074
	Iteration 40F: 3 clusters Score -1.122306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 122172 members 
Entering Unmasked Estep 
Score: -11223062.000000 Penalty: 5812.101074
	Iteration 41Q: 3 clusters Score -1.122306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 122177 members 
Entering Unmasked Estep 
Score: -11223076.000000 Penalty: 5812.101074
	Iteration 42Q: 3 clusters Score -1.122308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 122180 members 
Entering Unmasked Estep 
Score: -11223066.000000 Penalty: 5812.101074
	Iteration 43Q: 3 clusters Score -1.122307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -11223068.000000 Penalty: 5812.101074
	Iteration 44Q: 3 clusters Score -1.122307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -11223066.000000 Penalty: 5812.101074
	Iteration 45Q: 3 clusters Score -1.122307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -11223062.000000 Penalty: 5812.101074
	Iteration 46Q: 3 clusters Score -1.122306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -11223071.000000 Penalty: 5812.101074
	Iteration 47Q: 3 clusters Score -1.122307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -11223064.000000 Penalty: 5812.101074
	Iteration 48Q: 3 clusters Score -1.122306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 122185 members 
Entering Unmasked Estep 
Score: -11223073.000000 Penalty: 5812.101074
	Iteration 49Q: 3 clusters Score -1.122307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 122187 members 
Entering Unmasked Estep 
Score: -11223075.000000 Penalty: 5812.101074
	Iteration 50Q: 3 clusters Score -1.122308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -11223072.000000 Penalty: 5812.101074
	Iteration 51Q: 3 clusters Score -1.122307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -11223072.000000 Penalty: 5812.101074
	Iteration 52F: 3 clusters Score -1.122307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Entering Unmasked Estep 
Score: -1322791.500000 Penalty: 2391.584229
	Iteration 0F: 2 clusters Score -1322792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1311570.125000 Penalty: 4783.168457
	Iteration 0F: 3 clusters Score -1311570 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1315318.625000 Penalty: 4783.168457
	Iteration 1F: 3 clusters Score -1315319 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1315712.750000 Penalty: 4783.168457
	Iteration 2F: 3 clusters Score -1315713 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1316021.125000 Penalty: 4783.168457
	Iteration 3Q: 3 clusters Score -1316021 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1316284.500000 Penalty: 4783.168457
	Iteration 4Q: 3 clusters Score -1316284 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1316514.500000 Penalty: 4783.168457
	Iteration 5Q: 3 clusters Score -1316514 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1316757.000000 Penalty: 4783.168457
	Iteration 6Q: 3 clusters Score -1316757 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1317005.250000 Penalty: 4783.168457
	Iteration 7Q: 3 clusters Score -1317005 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1317282.250000 Penalty: 4783.168457
	Iteration 8Q: 3 clusters Score -1317282 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1317606.500000 Penalty: 4783.168457
	Iteration 9Q: 3 clusters Score -1317606 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1317981.625000 Penalty: 4783.168457
	Iteration 10Q: 3 clusters Score -1317982 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1318413.000000 Penalty: 4783.168457
	Iteration 11Q: 3 clusters Score -1318413 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1318846.250000 Penalty: 4783.168457
	Iteration 12Q: 3 clusters Score -1318846 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1319285.125000 Penalty: 4783.168457
	Iteration 13Q: 3 clusters Score -1319285 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1319769.875000 Penalty: 4783.168457
	Iteration 14Q: 3 clusters Score -1319770 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1320119.250000 Penalty: 4783.168457
	Iteration 15Q: 3 clusters Score -1320119 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1320331.250000 Penalty: 4783.168457
	Iteration 16Q: 3 clusters Score -1320331 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1320436.250000 Penalty: 4783.168457
	Iteration 17Q: 3 clusters Score -1320436 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1320499.750000 Penalty: 4783.168457
	Iteration 18Q: 3 clusters Score -1320500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1320540.375000 Penalty: 4783.168457
	Iteration 19Q: 3 clusters Score -1320540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1320568.875000 Penalty: 4783.168457
	Iteration 20F: 3 clusters Score -1320569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1320583.500000 Penalty: 4783.168457
	Iteration 21Q: 3 clusters Score -1320584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1320602.375000 Penalty: 4783.168457
	Iteration 22Q: 3 clusters Score -1320602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1320614.000000 Penalty: 4783.168457
	Iteration 23Q: 3 clusters Score -1320614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1320624.125000 Penalty: 4783.168457
	Iteration 24Q: 3 clusters Score -1320624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1320636.250000 Penalty: 4783.168457
	Iteration 25Q: 3 clusters Score -1320636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1320646.750000 Penalty: 4783.168457
	Iteration 26Q: 3 clusters Score -1320647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1320648.625000 Penalty: 4783.168457
	Iteration 27Q: 3 clusters Score -1320649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1320655.125000 Penalty: 4783.168457
	Iteration 28Q: 3 clusters Score -1320655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1320666.750000 Penalty: 4783.168457
	Iteration 29Q: 3 clusters Score -1320667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1320672.250000 Penalty: 4783.168457
	Iteration 30Q: 3 clusters Score -1320672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1320673.875000 Penalty: 4783.168457
	Iteration 31Q: 3 clusters Score -1320674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1320680.875000 Penalty: 4783.168457
	Iteration 32Q: 3 clusters Score -1320681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1320685.250000 Penalty: 4783.168457
	Iteration 33Q: 3 clusters Score -1320685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1320687.750000 Penalty: 4783.168457
	Iteration 34Q: 3 clusters Score -1320688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1320692.250000 Penalty: 4783.168457
	Iteration 35Q: 3 clusters Score -1320692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1320699.500000 Penalty: 4783.168457
	Iteration 36Q: 3 clusters Score -1320700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1320701.250000 Penalty: 4783.168457
	Iteration 37Q: 3 clusters Score -1320701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1320708.125000 Penalty: 4783.168457
	Iteration 38Q: 3 clusters Score -1320708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1320712.625000 Penalty: 4783.168457
	Iteration 39Q: 3 clusters Score -1320713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1320710.875000 Penalty: 4783.168457
	Iteration 40F: 3 clusters Score -1320711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1320711.250000 Penalty: 4783.168457
	Iteration 41Q: 3 clusters Score -1320711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1320715.750000 Penalty: 4783.168457
	Iteration 42Q: 3 clusters Score -1320716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1320714.250000 Penalty: 4783.168457
	Iteration 43Q: 3 clusters Score -1320714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1320715.500000 Penalty: 4783.168457
	Iteration 44Q: 3 clusters Score -1320716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1320713.000000 Penalty: 4783.168457
	Iteration 45Q: 3 clusters Score -1320713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1320717.500000 Penalty: 4783.168457
	Iteration 46Q: 3 clusters Score -1320718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1320714.625000 Penalty: 4783.168457
	Iteration 47Q: 3 clusters Score -1320715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1320716.375000 Penalty: 4783.168457
	Iteration 48Q: 3 clusters Score -1320716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1320717.250000 Penalty: 4783.168457
	Iteration 49Q: 3 clusters Score -1320717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1320717.875000 Penalty: 4783.168457
	Iteration 50Q: 3 clusters Score -1320718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1320718.250000 Penalty: 4783.168457
	Iteration 51Q: 3 clusters Score -1320718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1320719.625000 Penalty: 4783.168457
	Iteration 52Q: 3 clusters Score -1320720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1320721.375000 Penalty: 4783.168457
	Iteration 53Q: 3 clusters Score -1320721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1320720.000000 Penalty: 4783.168457
	Iteration 54Q: 3 clusters Score -1320720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1320722.000000 Penalty: 4783.168457
	Iteration 55Q: 3 clusters Score -1320722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1320722.625000 Penalty: 4783.168457
	Iteration 56Q: 3 clusters Score -1320723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1320722.625000 Penalty: 4783.168457
	Iteration 57Q: 3 clusters Score -1320723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1320724.125000 Penalty: 4783.168457
	Iteration 58Q: 3 clusters Score -1320724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1320726.750000 Penalty: 4783.168457
	Iteration 59Q: 3 clusters Score -1320727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1320727.875000 Penalty: 4783.168457
	Iteration 60F: 3 clusters Score -1320728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1320729.000000 Penalty: 4783.168457
	Iteration 61Q: 3 clusters Score -1320729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1320729.000000 Penalty: 4783.168457
	Iteration 62Q: 3 clusters Score -1320729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1320734.625000 Penalty: 4783.168457
	Iteration 63Q: 3 clusters Score -1320735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1320739.750000 Penalty: 4783.168457
	Iteration 64Q: 3 clusters Score -1320740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1320736.500000 Penalty: 4783.168457
	Iteration 65Q: 3 clusters Score -1320736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1320739.000000 Penalty: 4783.168457
	Iteration 66Q: 3 clusters Score -1320739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1320741.000000 Penalty: 4783.168457
	Iteration 67Q: 3 clusters Score -1320741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1320745.750000 Penalty: 4783.168457
	Iteration 68Q: 3 clusters Score -1320746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1320745.250000 Penalty: 4783.168457
	Iteration 69Q: 3 clusters Score -1320745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1320745.750000 Penalty: 4783.168457
	Iteration 70Q: 3 clusters Score -1320746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1320745.625000 Penalty: 4783.168457
	Iteration 71Q: 3 clusters Score -1320746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1320749.000000 Penalty: 4783.168457
	Iteration 72Q: 3 clusters Score -1320749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1320750.375000 Penalty: 4783.168457
	Iteration 73Q: 3 clusters Score -1320750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1320749.000000 Penalty: 4783.168457
	Iteration 74Q: 3 clusters Score -1320749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1320752.375000 Penalty: 4783.168457
	Iteration 75Q: 3 clusters Score -1320752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1320754.125000 Penalty: 4783.168457
	Iteration 76Q: 3 clusters Score -1320754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1320761.750000 Penalty: 4783.168457
	Iteration 77Q: 3 clusters Score -1320762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1320765.125000 Penalty: 4783.168457
	Iteration 78Q: 3 clusters Score -1320765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1320771.500000 Penalty: 4783.168457
	Iteration 79Q: 3 clusters Score -1320772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1320778.750000 Penalty: 4783.168457
	Iteration 80F: 3 clusters Score -1320779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1320793.125000 Penalty: 4783.168457
	Iteration 81Q: 3 clusters Score -1320793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1320799.375000 Penalty: 4783.168457
	Iteration 82Q: 3 clusters Score -1320799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1320804.250000 Penalty: 4783.168457
	Iteration 83Q: 3 clusters Score -1320804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1320811.250000 Penalty: 4783.168457
	Iteration 84Q: 3 clusters Score -1320811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1320813.875000 Penalty: 4783.168457
	Iteration 85Q: 3 clusters Score -1320814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1320815.750000 Penalty: 4783.168457
	Iteration 86Q: 3 clusters Score -1320816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1320819.125000 Penalty: 4783.168457
	Iteration 87Q: 3 clusters Score -1320819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1320827.375000 Penalty: 4783.168457
	Iteration 88Q: 3 clusters Score -1320827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1320829.125000 Penalty: 4783.168457
	Iteration 89Q: 3 clusters Score -1320829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1320839.000000 Penalty: 4783.168457
	Iteration 90Q: 3 clusters Score -1320839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1320839.375000 Penalty: 4783.168457
	Iteration 91Q: 3 clusters Score -1320839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1320843.125000 Penalty: 4783.168457
	Iteration 92Q: 3 clusters Score -1320843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1320847.875000 Penalty: 4783.168457
	Iteration 93Q: 3 clusters Score -1320848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1320847.875000 Penalty: 4783.168457
	Iteration 94Q: 3 clusters Score -1320848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1320850.875000 Penalty: 4783.168457
	Iteration 95Q: 3 clusters Score -1320851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1320850.625000 Penalty: 4783.168457
	Iteration 96Q: 3 clusters Score -1320851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1320848.750000 Penalty: 4783.168457
	Iteration 97Q: 3 clusters Score -1320849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1320850.000000 Penalty: 4783.168457
	Iteration 98Q: 3 clusters Score -1320850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1320851.500000 Penalty: 4783.168457
	Iteration 99Q: 3 clusters Score -1320852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1320853.000000 Penalty: 4783.168457
	Iteration 100F: 3 clusters Score -1320853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -401988.062500 Penalty: 2096.337646
	Iteration 0F: 2 clusters Score -401988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -397708.687500 Penalty: 4192.675293
	Iteration 0F: 3 clusters Score -397708.7 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -398661.718750 Penalty: 4192.675293
	Iteration 1F: 3 clusters Score -398661.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -398898.250000 Penalty: 4192.675293
	Iteration 2F: 3 clusters Score -398898.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -399028.812500 Penalty: 4192.675293
	Iteration 3Q: 3 clusters Score -399028.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -399129.093750 Penalty: 4192.675293
	Iteration 4Q: 3 clusters Score -399129.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -399223.625000 Penalty: 4192.675293
	Iteration 5Q: 3 clusters Score -399223.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -399310.031250 Penalty: 4192.675293
	Iteration 6Q: 3 clusters Score -399310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -399405.812500 Penalty: 4192.675293
	Iteration 7Q: 3 clusters Score -399405.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -399475.031250 Penalty: 4192.675293
	Iteration 8Q: 3 clusters Score -399475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -399531.062500 Penalty: 4192.675293
	Iteration 9Q: 3 clusters Score -399531.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -399593.187500 Penalty: 4192.675293
	Iteration 10Q: 3 clusters Score -399593.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -399641.812500 Penalty: 4192.675293
	Iteration 11Q: 3 clusters Score -399641.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -399679.218750 Penalty: 4192.675293
	Iteration 12Q: 3 clusters Score -399679.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -399716.875000 Penalty: 4192.675293
	Iteration 13Q: 3 clusters Score -399716.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -399748.750000 Penalty: 4192.675293
	Iteration 14Q: 3 clusters Score -399748.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -399773.000000 Penalty: 4192.675293
	Iteration 15Q: 3 clusters Score -399773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -399795.375000 Penalty: 4192.675293
	Iteration 16Q: 3 clusters Score -399795.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -399817.343750 Penalty: 4192.675293
	Iteration 17Q: 3 clusters Score -399817.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -399829.156250 Penalty: 4192.675293
	Iteration 18Q: 3 clusters Score -399829.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -399842.000000 Penalty: 4192.675293
	Iteration 19Q: 3 clusters Score -399842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -399859.687500 Penalty: 4192.675293
	Iteration 20F: 3 clusters Score -399859.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -399873.218750 Penalty: 4192.675293
	Iteration 21Q: 3 clusters Score -399873.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -399882.687500 Penalty: 4192.675293
	Iteration 22Q: 3 clusters Score -399882.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -399892.437500 Penalty: 4192.675293
	Iteration 23Q: 3 clusters Score -399892.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399898.531250 Penalty: 4192.675293
	Iteration 24Q: 3 clusters Score -399898.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -399906.625000 Penalty: 4192.675293
	Iteration 25Q: 3 clusters Score -399906.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -399914.312500 Penalty: 4192.675293
	Iteration 26Q: 3 clusters Score -399914.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -399920.125000 Penalty: 4192.675293
	Iteration 27Q: 3 clusters Score -399920.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -399929.875000 Penalty: 4192.675293
	Iteration 28Q: 3 clusters Score -399929.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -399938.218750 Penalty: 4192.675293
	Iteration 29Q: 3 clusters Score -399938.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -399948.562500 Penalty: 4192.675293
	Iteration 30Q: 3 clusters Score -399948.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -399966.593750 Penalty: 4192.675293
	Iteration 31Q: 3 clusters Score -399966.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -399982.062500 Penalty: 4192.675293
	Iteration 32Q: 3 clusters Score -399982.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -399993.000000 Penalty: 4192.675293
	Iteration 33Q: 3 clusters Score -399993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -400007.031250 Penalty: 4192.675293
	Iteration 34Q: 3 clusters Score -400007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -400015.406250 Penalty: 4192.675293
	Iteration 35Q: 3 clusters Score -400015.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -400026.656250 Penalty: 4192.675293
	Iteration 36Q: 3 clusters Score -400026.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -400035.312500 Penalty: 4192.675293
	Iteration 37Q: 3 clusters Score -400035.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -400043.250000 Penalty: 4192.675293
	Iteration 38Q: 3 clusters Score -400043.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -400054.468750 Penalty: 4192.675293
	Iteration 39Q: 3 clusters Score -400054.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -400063.843750 Penalty: 4192.675293
	Iteration 40F: 3 clusters Score -400063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -400071.187500 Penalty: 4192.675293
	Iteration 41Q: 3 clusters Score -400071.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -400076.937500 Penalty: 4192.675293
	Iteration 42Q: 3 clusters Score -400076.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -400082.968750 Penalty: 4192.675293
	Iteration 43Q: 3 clusters Score -400083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -400086.406250 Penalty: 4192.675293
	Iteration 44Q: 3 clusters Score -400086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -400090.718750 Penalty: 4192.675293
	Iteration 45Q: 3 clusters Score -400090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -400094.937500 Penalty: 4192.675293
	Iteration 46Q: 3 clusters Score -400094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -400099.812500 Penalty: 4192.675293
	Iteration 47Q: 3 clusters Score -400099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -400106.468750 Penalty: 4192.675293
	Iteration 48Q: 3 clusters Score -400106.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -400121.500000 Penalty: 4192.675293
	Iteration 49Q: 3 clusters Score -400121.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -400135.156250 Penalty: 4192.675293
	Iteration 50Q: 3 clusters Score -400135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -400145.281250 Penalty: 4192.675293
	Iteration 51Q: 3 clusters Score -400145.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -400154.968750 Penalty: 4192.675293
	Iteration 52Q: 3 clusters Score -400155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -400164.343750 Penalty: 4192.675293
	Iteration 53Q: 3 clusters Score -400164.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -400174.718750 Penalty: 4192.675293
	Iteration 54Q: 3 clusters Score -400174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -400184.093750 Penalty: 4192.675293
	Iteration 55Q: 3 clusters Score -400184.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -400190.437500 Penalty: 4192.675293
	Iteration 56Q: 3 clusters Score -400190.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -400200.187500 Penalty: 4192.675293
	Iteration 57Q: 3 clusters Score -400200.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -400209.718750 Penalty: 4192.675293
	Iteration 58Q: 3 clusters Score -400209.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -400217.468750 Penalty: 4192.675293
	Iteration 59Q: 3 clusters Score -400217.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -400227.593750 Penalty: 4192.675293
	Iteration 60F: 3 clusters Score -400227.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -400250.687500 Penalty: 4192.675293
	Iteration 61Q: 3 clusters Score -400250.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -400268.375000 Penalty: 4192.675293
	Iteration 62Q: 3 clusters Score -400268.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -400277.406250 Penalty: 4192.675293
	Iteration 63Q: 3 clusters Score -400277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -400284.218750 Penalty: 4192.675293
	Iteration 64Q: 3 clusters Score -400284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -400289.937500 Penalty: 4192.675293
	Iteration 65Q: 3 clusters Score -400289.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -400294.625000 Penalty: 4192.675293
	Iteration 66Q: 3 clusters Score -400294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -400299.125000 Penalty: 4192.675293
	Iteration 67Q: 3 clusters Score -400299.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -400304.968750 Penalty: 4192.675293
	Iteration 68Q: 3 clusters Score -400305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -400309.375000 Penalty: 4192.675293
	Iteration 69Q: 3 clusters Score -400309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -400311.750000 Penalty: 4192.675293
	Iteration 70Q: 3 clusters Score -400311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -400312.593750 Penalty: 4192.675293
	Iteration 71Q: 3 clusters Score -400312.6 nChanged 4
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: -400313.906250 Penalty: 4192.675293
	Iteration 72Q: 3 clusters Score -400313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -400314.625000 Penalty: 4192.675293
	Iteration 73Q: 3 clusters Score -400314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -400315.406250 Penalty: 4192.675293
	Iteration 74Q: 3 clusters Score -400315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -400315.250000 Penalty: 4192.675293
	Iteration 75Q: 3 clusters Score -400315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -400316.531250 Penalty: 4192.675293
	Iteration 76Q: 3 clusters Score -400316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -400317.250000 Penalty: 4192.675293
	Iteration 77Q: 3 clusters Score -400317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -400317.093750 Penalty: 4192.675293
	Iteration 78Q: 3 clusters Score -400317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -400317.593750 Penalty: 4192.675293
	Iteration 79Q: 3 clusters Score -400317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -400318.312500 Penalty: 4192.675293
	Iteration 80F: 3 clusters Score -400318.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Entering Unmasked Estep 
Score: -5420351.500000 Penalty: 2734.567871
	Iteration 0F: 2 clusters Score -5420352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5379029.500000 Penalty: 5469.135742
	Iteration 0F: 3 clusters Score -5379030 nChanged 28633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -5394749.000000 Penalty: 5469.135742
	Iteration 1F: 3 clusters Score -5394749 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5395227.000000 Penalty: 5469.135742
	Iteration 2Q: 3 clusters Score -5395227 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5395691.500000 Penalty: 5469.135742
	Iteration 3Q: 3 clusters Score -5395692 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -5396104.000000 Penalty: 5469.135742
	Iteration 4Q: 3 clusters Score -5396104 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5396526.500000 Penalty: 5469.135742
	Iteration 5Q: 3 clusters Score -5396526 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5397058.500000 Penalty: 5469.135742
	Iteration 6Q: 3 clusters Score -5397058 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5397772.000000 Penalty: 5469.135742
	Iteration 7Q: 3 clusters Score -5397772 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5398766.500000 Penalty: 5469.135742
	Iteration 8Q: 3 clusters Score -5398766 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5400325.000000 Penalty: 5469.135742
	Iteration 9Q: 3 clusters Score -5400325 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5402457.500000 Penalty: 5469.135742
	Iteration 10F: 3 clusters Score -5402458 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5405060.500000 Penalty: 5469.135742
	Iteration 11F: 3 clusters Score -5405060 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5407940.000000 Penalty: 5469.135742
	Iteration 12F: 3 clusters Score -5407940 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -5410688.000000 Penalty: 5469.135742
	Iteration 13F: 3 clusters Score -5410688 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5413100.500000 Penalty: 5469.135742
	Iteration 14Q: 3 clusters Score -5413100 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5414822.500000 Penalty: 5469.135742
	Iteration 15Q: 3 clusters Score -5414822 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5416032.500000 Penalty: 5469.135742
	Iteration 16Q: 3 clusters Score -5416032 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5416746.500000 Penalty: 5469.135742
	Iteration 17Q: 3 clusters Score -5416746 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5417190.000000 Penalty: 5469.135742
	Iteration 18Q: 3 clusters Score -5417190 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5417483.000000 Penalty: 5469.135742
	Iteration 19Q: 3 clusters Score -5417483 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5417680.500000 Penalty: 5469.135742
	Iteration 20F: 3 clusters Score -5417680 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5417814.500000 Penalty: 5469.135742
	Iteration 21Q: 3 clusters Score -5417814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5417898.000000 Penalty: 5469.135742
	Iteration 22Q: 3 clusters Score -5417898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5417947.500000 Penalty: 5469.135742
	Iteration 23Q: 3 clusters Score -5417948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5417990.500000 Penalty: 5469.135742
	Iteration 24Q: 3 clusters Score -5417990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5418043.000000 Penalty: 5469.135742
	Iteration 25Q: 3 clusters Score -5418043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5418079.000000 Penalty: 5469.135742
	Iteration 26Q: 3 clusters Score -5418079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5418098.500000 Penalty: 5469.135742
	Iteration 27Q: 3 clusters Score -5418098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5418118.500000 Penalty: 5469.135742
	Iteration 28Q: 3 clusters Score -5418118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5418133.500000 Penalty: 5469.135742
	Iteration 29Q: 3 clusters Score -5418134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5418142.500000 Penalty: 5469.135742
	Iteration 30Q: 3 clusters Score -5418142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5418154.000000 Penalty: 5469.135742
	Iteration 31Q: 3 clusters Score -5418154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5418167.500000 Penalty: 5469.135742
	Iteration 32Q: 3 clusters Score -5418168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5418173.500000 Penalty: 5469.135742
	Iteration 33Q: 3 clusters Score -5418174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5418183.000000 Penalty: 5469.135742
	Iteration 34Q: 3 clusters Score -5418183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5418215.500000 Penalty: 5469.135742
	Iteration 35Q: 3 clusters Score -5418216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5418233.000000 Penalty: 5469.135742
	Iteration 36Q: 3 clusters Score -5418233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5418246.000000 Penalty: 5469.135742
	Iteration 37Q: 3 clusters Score -5418246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5418257.000000 Penalty: 5469.135742
	Iteration 38Q: 3 clusters Score -5418257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5418268.500000 Penalty: 5469.135742
	Iteration 39Q: 3 clusters Score -5418268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5418277.000000 Penalty: 5469.135742
	Iteration 40F: 3 clusters Score -5418277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5418279.500000 Penalty: 5469.135742
	Iteration 41Q: 3 clusters Score -5418280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5418281.000000 Penalty: 5469.135742
	Iteration 42Q: 3 clusters Score -5418281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5418280.500000 Penalty: 5469.135742
	Iteration 43Q: 3 clusters Score -5418280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5418278.000000 Penalty: 5469.135742
	Iteration 44Q: 3 clusters Score -5418278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5418278.000000 Penalty: 5469.135742
	Iteration 45F: 3 clusters Score -5418278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Entering Unmasked Estep 
Score: -294376.093750 Penalty: 2064.916260
	Iteration 0F: 2 clusters Score -294376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -290456.437500 Penalty: 4129.832520
	Iteration 0F: 3 clusters Score -290456.4 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -291663.531250 Penalty: 4129.832520
	Iteration 1F: 3 clusters Score -291663.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -292103.906250 Penalty: 4129.832520
	Iteration 2F: 3 clusters Score -292103.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -292385.406250 Penalty: 4129.832520
	Iteration 3F: 3 clusters Score -292385.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -292583.687500 Penalty: 4129.832520
	Iteration 4F: 3 clusters Score -292583.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -292742.375000 Penalty: 4129.832520
	Iteration 5Q: 3 clusters Score -292742.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -292888.187500 Penalty: 4129.832520
	Iteration 6Q: 3 clusters Score -292888.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -292993.031250 Penalty: 4129.832520
	Iteration 7Q: 3 clusters Score -292993 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -293078.250000 Penalty: 4129.832520
	Iteration 8Q: 3 clusters Score -293078.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -293146.968750 Penalty: 4129.832520
	Iteration 9Q: 3 clusters Score -293147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -293181.562500 Penalty: 4129.832520
	Iteration 10Q: 3 clusters Score -293181.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -293210.125000 Penalty: 4129.832520
	Iteration 11Q: 3 clusters Score -293210.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -293231.687500 Penalty: 4129.832520
	Iteration 12Q: 3 clusters Score -293231.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -293257.687500 Penalty: 4129.832520
	Iteration 13Q: 3 clusters Score -293257.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -293278.968750 Penalty: 4129.832520
	Iteration 14Q: 3 clusters Score -293279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -293296.375000 Penalty: 4129.832520
	Iteration 15Q: 3 clusters Score -293296.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -293311.000000 Penalty: 4129.832520
	Iteration 16Q: 3 clusters Score -293311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293326.281250 Penalty: 4129.832520
	Iteration 17Q: 3 clusters Score -293326.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293342.625000 Penalty: 4129.832520
	Iteration 18Q: 3 clusters Score -293342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -293352.531250 Penalty: 4129.832520
	Iteration 19Q: 3 clusters Score -293352.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293365.843750 Penalty: 4129.832520
	Iteration 20F: 3 clusters Score -293365.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -293379.125000 Penalty: 4129.832520
	Iteration 21Q: 3 clusters Score -293379.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -293392.375000 Penalty: 4129.832520
	Iteration 22Q: 3 clusters Score -293392.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -293402.156250 Penalty: 4129.832520
	Iteration 23Q: 3 clusters Score -293402.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -293411.437500 Penalty: 4129.832520
	Iteration 24Q: 3 clusters Score -293411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -293416.218750 Penalty: 4129.832520
	Iteration 25Q: 3 clusters Score -293416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -293419.031250 Penalty: 4129.832520
	Iteration 26Q: 3 clusters Score -293419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -293420.812500 Penalty: 4129.832520
	Iteration 27Q: 3 clusters Score -293420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -293422.093750 Penalty: 4129.832520
	Iteration 28Q: 3 clusters Score -293422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -293427.156250 Penalty: 4129.832520
	Iteration 29Q: 3 clusters Score -293427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -293429.125000 Penalty: 4129.832520
	Iteration 30Q: 3 clusters Score -293429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -293436.031250 Penalty: 4129.832520
	Iteration 31Q: 3 clusters Score -293436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293438.406250 Penalty: 4129.832520
	Iteration 32Q: 3 clusters Score -293438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293441.125000 Penalty: 4129.832520
	Iteration 33Q: 3 clusters Score -293441.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -293447.500000 Penalty: 4129.832520
	Iteration 34Q: 3 clusters Score -293447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -293450.625000 Penalty: 4129.832520
	Iteration 35Q: 3 clusters Score -293450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293451.437500 Penalty: 4129.832520
	Iteration 36Q: 3 clusters Score -293451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -293453.687500 Penalty: 4129.832520
	Iteration 37Q: 3 clusters Score -293453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -293454.468750 Penalty: 4129.832520
	Iteration 38Q: 3 clusters Score -293454.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -293456.781250 Penalty: 4129.832520
	Iteration 39Q: 3 clusters Score -293456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -293459.250000 Penalty: 4129.832520
	Iteration 40F: 3 clusters Score -293459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -293462.468750 Penalty: 4129.832520
	Iteration 41Q: 3 clusters Score -293462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -293464.718750 Penalty: 4129.832520
	Iteration 42Q: 3 clusters Score -293464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -293466.031250 Penalty: 4129.832520
	Iteration 43Q: 3 clusters Score -293466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -293468.468750 Penalty: 4129.832520
	Iteration 44Q: 3 clusters Score -293468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -293472.125000 Penalty: 4129.832520
	Iteration 45Q: 3 clusters Score -293472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -293475.906250 Penalty: 4129.832520
	Iteration 46Q: 3 clusters Score -293475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -293478.750000 Penalty: 4129.832520
	Iteration 47Q: 3 clusters Score -293478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -293482.500000 Penalty: 4129.832520
	Iteration 48Q: 3 clusters Score -293482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -293482.843750 Penalty: 4129.832520
	Iteration 49Q: 3 clusters Score -293482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293484.468750 Penalty: 4129.832520
	Iteration 50Q: 3 clusters Score -293484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -293485.593750 Penalty: 4129.832520
	Iteration 51Q: 3 clusters Score -293485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -293487.875000 Penalty: 4129.832520
	Iteration 52Q: 3 clusters Score -293487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -293488.968750 Penalty: 4129.832520
	Iteration 53Q: 3 clusters Score -293489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293489.437500 Penalty: 4129.832520
	Iteration 54Q: 3 clusters Score -293489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -293489.812500 Penalty: 4129.832520
	Iteration 55Q: 3 clusters Score -293489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -293489.812500 Penalty: 4129.832520
	Iteration 56F: 3 clusters Score -293489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Entering Unmasked Estep 
Score: -2690750.000000 Penalty: 2564.167480
	Iteration 0F: 2 clusters Score -2690750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2669464.000000 Penalty: 5128.334961
	Iteration 0F: 3 clusters Score -2669464 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2677175.000000 Penalty: 5128.334961
	Iteration 1F: 3 clusters Score -2677175 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2677645.000000 Penalty: 5128.334961
	Iteration 2Q: 3 clusters Score -2677645 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2678151.000000 Penalty: 5128.334961
	Iteration 3Q: 3 clusters Score -2678151 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2678688.000000 Penalty: 5128.334961
	Iteration 4Q: 3 clusters Score -2678688 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2679364.250000 Penalty: 5128.334961
	Iteration 5Q: 3 clusters Score -2679364 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2680220.500000 Penalty: 5128.334961
	Iteration 6F: 3 clusters Score -2680220 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2681266.250000 Penalty: 5128.334961
	Iteration 7F: 3 clusters Score -2681266 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2682467.750000 Penalty: 5128.334961
	Iteration 8F: 3 clusters Score -2682468 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2683701.750000 Penalty: 5128.334961
	Iteration 9F: 3 clusters Score -2683702 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2684894.000000 Penalty: 5128.334961
	Iteration 10Q: 3 clusters Score -2684894 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2685798.500000 Penalty: 5128.334961
	Iteration 11Q: 3 clusters Score -2685798 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2686434.750000 Penalty: 5128.334961
	Iteration 12Q: 3 clusters Score -2686435 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2686904.500000 Penalty: 5128.334961
	Iteration 13Q: 3 clusters Score -2686904 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -2687216.250000 Penalty: 5128.334961
	Iteration 14Q: 3 clusters Score -2687216 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -2687486.250000 Penalty: 5128.334961
	Iteration 15Q: 3 clusters Score -2687486 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -2687749.250000 Penalty: 5128.334961
	Iteration 16Q: 3 clusters Score -2687749 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2687947.500000 Penalty: 5128.334961
	Iteration 17Q: 3 clusters Score -2687948 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -2688135.500000 Penalty: 5128.334961
	Iteration 18Q: 3 clusters Score -2688136 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2688315.000000 Penalty: 5128.334961
	Iteration 19Q: 3 clusters Score -2688315 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2688435.000000 Penalty: 5128.334961
	Iteration 20F: 3 clusters Score -2688435 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2688539.500000 Penalty: 5128.334961
	Iteration 21Q: 3 clusters Score -2688540 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -2688612.250000 Penalty: 5128.334961
	Iteration 22Q: 3 clusters Score -2688612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -2688670.500000 Penalty: 5128.334961
	Iteration 23Q: 3 clusters Score -2688670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2688716.000000 Penalty: 5128.334961
	Iteration 24Q: 3 clusters Score -2688716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -2688760.000000 Penalty: 5128.334961
	Iteration 25Q: 3 clusters Score -2688760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -2688789.250000 Penalty: 5128.334961
	Iteration 26Q: 3 clusters Score -2688789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -2688809.500000 Penalty: 5128.334961
	Iteration 27Q: 3 clusters Score -2688810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2688829.750000 Penalty: 5128.334961
	Iteration 28Q: 3 clusters Score -2688830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2688847.750000 Penalty: 5128.334961
	Iteration 29Q: 3 clusters Score -2688848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -2688862.750000 Penalty: 5128.334961
	Iteration 30Q: 3 clusters Score -2688863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2688886.250000 Penalty: 5128.334961
	Iteration 31Q: 3 clusters Score -2688886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -2688886.750000 Penalty: 5128.334961
	Iteration 32Q: 3 clusters Score -2688887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -2688896.750000 Penalty: 5128.334961
	Iteration 33Q: 3 clusters Score -2688897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2688904.500000 Penalty: 5128.334961
	Iteration 34Q: 3 clusters Score -2688904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -2688913.000000 Penalty: 5128.334961
	Iteration 35Q: 3 clusters Score -2688913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -2688921.500000 Penalty: 5128.334961
	Iteration 36Q: 3 clusters Score -2688922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -2688931.750000 Penalty: 5128.334961
	Iteration 37Q: 3 clusters Score -2688932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -2688947.000000 Penalty: 5128.334961
	Iteration 38Q: 3 clusters Score -2688947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -2688948.750000 Penalty: 5128.334961
	Iteration 39Q: 3 clusters Score -2688949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -2688955.750000 Penalty: 5128.334961
	Iteration 40F: 3 clusters Score -2688956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -2688957.000000 Penalty: 5128.334961
	Iteration 41Q: 3 clusters Score -2688957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -2688959.000000 Penalty: 5128.334961
	Iteration 42Q: 3 clusters Score -2688959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -2688961.750000 Penalty: 5128.334961
	Iteration 43Q: 3 clusters Score -2688962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2688966.500000 Penalty: 5128.334961
	Iteration 44Q: 3 clusters Score -2688966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -2688963.750000 Penalty: 5128.334961
	Iteration 45Q: 3 clusters Score -2688964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -2688968.250000 Penalty: 5128.334961
	Iteration 46Q: 3 clusters Score -2688968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -2688969.000000 Penalty: 5128.334961
	Iteration 47Q: 3 clusters Score -2688969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2688972.750000 Penalty: 5128.334961
	Iteration 48Q: 3 clusters Score -2688973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2688972.750000 Penalty: 5128.334961
	Iteration 49F: 3 clusters Score -2688973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Entering Unmasked Estep 
Score: -1467380.500000 Penalty: 2405.484375
	Iteration 0F: 2 clusters Score -1467380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1455618.750000 Penalty: 4810.968750
	Iteration 0F: 3 clusters Score -1455619 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1459257.750000 Penalty: 4810.968750
	Iteration 1F: 3 clusters Score -1459258 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1459634.750000 Penalty: 4810.968750
	Iteration 2F: 3 clusters Score -1459635 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1459974.125000 Penalty: 4810.968750
	Iteration 3F: 3 clusters Score -1459974 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1460306.000000 Penalty: 4810.968750
	Iteration 4Q: 3 clusters Score -1460306 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1460676.750000 Penalty: 4810.968750
	Iteration 5Q: 3 clusters Score -1460677 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1461129.000000 Penalty: 4810.968750
	Iteration 6Q: 3 clusters Score -1461129 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1461664.500000 Penalty: 4810.968750
	Iteration 7F: 3 clusters Score -1461664 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1462244.875000 Penalty: 4810.968750
	Iteration 8F: 3 clusters Score -1462245 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1462902.375000 Penalty: 4810.968750
	Iteration 9F: 3 clusters Score -1462902 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1463545.875000 Penalty: 4810.968750
	Iteration 10Q: 3 clusters Score -1463546 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1464121.875000 Penalty: 4810.968750
	Iteration 11Q: 3 clusters Score -1464122 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1464564.875000 Penalty: 4810.968750
	Iteration 12Q: 3 clusters Score -1464565 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1464885.625000 Penalty: 4810.968750
	Iteration 13Q: 3 clusters Score -1464886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1465047.000000 Penalty: 4810.968750
	Iteration 14Q: 3 clusters Score -1465047 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1465159.000000 Penalty: 4810.968750
	Iteration 15Q: 3 clusters Score -1465159 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1465251.750000 Penalty: 4810.968750
	Iteration 16Q: 3 clusters Score -1465252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1465300.375000 Penalty: 4810.968750
	Iteration 17Q: 3 clusters Score -1465300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1465321.000000 Penalty: 4810.968750
	Iteration 18Q: 3 clusters Score -1465321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1465339.125000 Penalty: 4810.968750
	Iteration 19Q: 3 clusters Score -1465339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1465355.500000 Penalty: 4810.968750
	Iteration 20F: 3 clusters Score -1465356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1465371.250000 Penalty: 4810.968750
	Iteration 21Q: 3 clusters Score -1465371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1465384.375000 Penalty: 4810.968750
	Iteration 22Q: 3 clusters Score -1465384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1465391.125000 Penalty: 4810.968750
	Iteration 23Q: 3 clusters Score -1465391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1465400.000000 Penalty: 4810.968750
	Iteration 24Q: 3 clusters Score -1465400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1465401.500000 Penalty: 4810.968750
	Iteration 25Q: 3 clusters Score -1465402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1465411.750000 Penalty: 4810.968750
	Iteration 26Q: 3 clusters Score -1465412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1465415.250000 Penalty: 4810.968750
	Iteration 27Q: 3 clusters Score -1465415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1465421.750000 Penalty: 4810.968750
	Iteration 28Q: 3 clusters Score -1465422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1465423.750000 Penalty: 4810.968750
	Iteration 29Q: 3 clusters Score -1465424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1465426.875000 Penalty: 4810.968750
	Iteration 30Q: 3 clusters Score -1465427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1465431.000000 Penalty: 4810.968750
	Iteration 31Q: 3 clusters Score -1465431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1465430.750000 Penalty: 4810.968750
	Iteration 32Q: 3 clusters Score -1465431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1465436.125000 Penalty: 4810.968750
	Iteration 33Q: 3 clusters Score -1465436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1465437.500000 Penalty: 4810.968750
	Iteration 34Q: 3 clusters Score -1465438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1465439.625000 Penalty: 4810.968750
	Iteration 35Q: 3 clusters Score -1465440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1465440.250000 Penalty: 4810.968750
	Iteration 36Q: 3 clusters Score -1465440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1465444.750000 Penalty: 4810.968750
	Iteration 37Q: 3 clusters Score -1465445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1465444.625000 Penalty: 4810.968750
	Iteration 38Q: 3 clusters Score -1465445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1465443.125000 Penalty: 4810.968750
	Iteration 39Q: 3 clusters Score -1465443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1465447.250000 Penalty: 4810.968750
	Iteration 40F: 3 clusters Score -1465447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1465448.375000 Penalty: 4810.968750
	Iteration 41Q: 3 clusters Score -1465448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1465450.500000 Penalty: 4810.968750
	Iteration 42Q: 3 clusters Score -1465450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1465453.375000 Penalty: 4810.968750
	Iteration 43Q: 3 clusters Score -1465453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1465455.750000 Penalty: 4810.968750
	Iteration 44Q: 3 clusters Score -1465456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1465456.500000 Penalty: 4810.968750
	Iteration 45Q: 3 clusters Score -1465456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1465459.625000 Penalty: 4810.968750
	Iteration 46Q: 3 clusters Score -1465460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1465462.000000 Penalty: 4810.968750
	Iteration 47Q: 3 clusters Score -1465462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1465466.125000 Penalty: 4810.968750
	Iteration 48Q: 3 clusters Score -1465466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1465468.750000 Penalty: 4810.968750
	Iteration 49Q: 3 clusters Score -1465469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1465467.625000 Penalty: 4810.968750
	Iteration 50Q: 3 clusters Score -1465468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1465467.625000 Penalty: 4810.968750
	Iteration 51F: 3 clusters Score -1465468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Entering Unmasked Estep 
Score: -2262712.250000 Penalty: 2521.159912
	Iteration 0F: 2 clusters Score -2262712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2244738.750000 Penalty: 5042.319824
	Iteration 0F: 3 clusters Score -2244739 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2251368.750000 Penalty: 5042.319824
	Iteration 1F: 3 clusters Score -2251369 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2252002.250000 Penalty: 5042.319824
	Iteration 2F: 3 clusters Score -2252002 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2252736.000000 Penalty: 5042.319824
	Iteration 3F: 3 clusters Score -2252736 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2253702.500000 Penalty: 5042.319824
	Iteration 4F: 3 clusters Score -2253702 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2254929.000000 Penalty: 5042.319824
	Iteration 5F: 3 clusters Score -2254929 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2256404.500000 Penalty: 5042.319824
	Iteration 6F: 3 clusters Score -2256404 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2257726.250000 Penalty: 5042.319824
	Iteration 7F: 3 clusters Score -2257726 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2258682.250000 Penalty: 5042.319824
	Iteration 8Q: 3 clusters Score -2258682 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2259352.500000 Penalty: 5042.319824
	Iteration 9Q: 3 clusters Score -2259352 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2259833.750000 Penalty: 5042.319824
	Iteration 10Q: 3 clusters Score -2259834 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2260158.000000 Penalty: 5042.319824
	Iteration 11Q: 3 clusters Score -2260158 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2260355.750000 Penalty: 5042.319824
	Iteration 12Q: 3 clusters Score -2260356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2260491.500000 Penalty: 5042.319824
	Iteration 13Q: 3 clusters Score -2260492 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2260563.500000 Penalty: 5042.319824
	Iteration 14Q: 3 clusters Score -2260564 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2260619.750000 Penalty: 5042.319824
	Iteration 15Q: 3 clusters Score -2260620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2260654.750000 Penalty: 5042.319824
	Iteration 16Q: 3 clusters Score -2260655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2260672.000000 Penalty: 5042.319824
	Iteration 17Q: 3 clusters Score -2260672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2260692.250000 Penalty: 5042.319824
	Iteration 18Q: 3 clusters Score -2260692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2260703.500000 Penalty: 5042.319824
	Iteration 19Q: 3 clusters Score -2260704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2260705.500000 Penalty: 5042.319824
	Iteration 20F: 3 clusters Score -2260706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2260709.250000 Penalty: 5042.319824
	Iteration 21Q: 3 clusters Score -2260709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2260715.250000 Penalty: 5042.319824
	Iteration 22Q: 3 clusters Score -2260715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2260714.750000 Penalty: 5042.319824
	Iteration 23Q: 3 clusters Score -2260715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2260717.750000 Penalty: 5042.319824
	Iteration 24Q: 3 clusters Score -2260718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2260723.750000 Penalty: 5042.319824
	Iteration 25Q: 3 clusters Score -2260724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2260725.250000 Penalty: 5042.319824
	Iteration 26Q: 3 clusters Score -2260725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2260725.500000 Penalty: 5042.319824
	Iteration 27Q: 3 clusters Score -2260726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2260726.250000 Penalty: 5042.319824
	Iteration 28Q: 3 clusters Score -2260726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2260726.250000 Penalty: 5042.319824
	Iteration 29F: 3 clusters Score -2260726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22335.613281 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22335.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21100.339844 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21100.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21212.433594 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21212.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21249.908203 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21249.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21267.291016 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21267.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21274.503906 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21293.437500 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21293.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21302.195312 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -21302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21308.289062 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -21308.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21308.289062 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -21308.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Entering Unmasked Estep 
Score: -248964.406250 Penalty: 1994.190552
	Iteration 0F: 2 clusters Score -248964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -245653.156250 Penalty: 3988.381104
	Iteration 0F: 3 clusters Score -245653.2 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -246378.781250 Penalty: 3988.381104
	Iteration 1F: 3 clusters Score -246378.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -246607.312500 Penalty: 3988.381104
	Iteration 2F: 3 clusters Score -246607.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -246719.796875 Penalty: 3988.381104
	Iteration 3F: 3 clusters Score -246719.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -246808.500000 Penalty: 3988.381104
	Iteration 4Q: 3 clusters Score -246808.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -246857.031250 Penalty: 3988.381104
	Iteration 5Q: 3 clusters Score -246857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -246899.046875 Penalty: 3988.381104
	Iteration 6Q: 3 clusters Score -246899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -246933.031250 Penalty: 3988.381104
	Iteration 7Q: 3 clusters Score -246933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -246961.843750 Penalty: 3988.381104
	Iteration 8Q: 3 clusters Score -246961.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -246989.500000 Penalty: 3988.381104
	Iteration 9Q: 3 clusters Score -246989.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -247020.203125 Penalty: 3988.381104
	Iteration 10Q: 3 clusters Score -247020.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -247046.328125 Penalty: 3988.381104
	Iteration 11Q: 3 clusters Score -247046.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -247065.906250 Penalty: 3988.381104
	Iteration 12Q: 3 clusters Score -247065.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -247088.000000 Penalty: 3988.381104
	Iteration 13Q: 3 clusters Score -247088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -247134.687500 Penalty: 3988.381104
	Iteration 14Q: 3 clusters Score -247134.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -247166.656250 Penalty: 3988.381104
	Iteration 15Q: 3 clusters Score -247166.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -247195.671875 Penalty: 3988.381104
	Iteration 16Q: 3 clusters Score -247195.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -247221.875000 Penalty: 3988.381104
	Iteration 17Q: 3 clusters Score -247221.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -247254.140625 Penalty: 3988.381104
	Iteration 18Q: 3 clusters Score -247254.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -247286.984375 Penalty: 3988.381104
	Iteration 19Q: 3 clusters Score -247287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -247323.906250 Penalty: 3988.381104
	Iteration 20F: 3 clusters Score -247323.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -247366.156250 Penalty: 3988.381104
	Iteration 21Q: 3 clusters Score -247366.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -247413.671875 Penalty: 3988.381104
	Iteration 22Q: 3 clusters Score -247413.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -247453.093750 Penalty: 3988.381104
	Iteration 23Q: 3 clusters Score -247453.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -247494.140625 Penalty: 3988.381104
	Iteration 24Q: 3 clusters Score -247494.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -247530.437500 Penalty: 3988.381104
	Iteration 25Q: 3 clusters Score -247530.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -247568.640625 Penalty: 3988.381104
	Iteration 26Q: 3 clusters Score -247568.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -247606.375000 Penalty: 3988.381104
	Iteration 27Q: 3 clusters Score -247606.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -247639.000000 Penalty: 3988.381104
	Iteration 28Q: 3 clusters Score -247639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -247664.078125 Penalty: 3988.381104
	Iteration 29Q: 3 clusters Score -247664.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -247690.625000 Penalty: 3988.381104
	Iteration 30Q: 3 clusters Score -247690.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -247706.875000 Penalty: 3988.381104
	Iteration 31Q: 3 clusters Score -247706.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -247717.718750 Penalty: 3988.381104
	Iteration 32Q: 3 clusters Score -247717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -247727.890625 Penalty: 3988.381104
	Iteration 33Q: 3 clusters Score -247727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -247732.718750 Penalty: 3988.381104
	Iteration 34Q: 3 clusters Score -247732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -247737.484375 Penalty: 3988.381104
	Iteration 35Q: 3 clusters Score -247737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -247738.703125 Penalty: 3988.381104
	Iteration 36Q: 3 clusters Score -247738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -247739.875000 Penalty: 3988.381104
	Iteration 37Q: 3 clusters Score -247739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -247739.875000 Penalty: 3988.381104
	Iteration 38F: 3 clusters Score -247739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (204836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204836 members 
Entering Unmasked Estep 
Score: -18259228.000000 Penalty: 3033.031250
	Iteration 0F: 2 clusters Score -1.825923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 102326 members 
Entering Unmasked Estep 
Score: -18121650.000000 Penalty: 6066.062500
	Iteration 0F: 3 clusters Score -1.812165e+07 nChanged 98494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -18179764.000000 Penalty: 6066.062500
	Iteration 1F: 3 clusters Score -1.817976e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -18180718.000000 Penalty: 6066.062500
	Iteration 2Q: 3 clusters Score -1.818072e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -18181908.000000 Penalty: 6066.062500
	Iteration 3Q: 3 clusters Score -1.818191e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -18183582.000000 Penalty: 6066.062500
	Iteration 4Q: 3 clusters Score -1.818358e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -18186134.000000 Penalty: 6066.062500
	Iteration 5Q: 3 clusters Score -1.818613e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -18190616.000000 Penalty: 6066.062500
	Iteration 6Q: 3 clusters Score -1.819062e+07 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -18198212.000000 Penalty: 6066.062500
	Iteration 7F: 3 clusters Score -1.819821e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -18210370.000000 Penalty: 6066.062500
	Iteration 8F: 3 clusters Score -1.821037e+07 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -18226232.000000 Penalty: 6066.062500
	Iteration 9F: 3 clusters Score -1.822623e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186425 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -18240156.000000 Penalty: 6066.062500
	Iteration 10F: 3 clusters Score -1.824016e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196156 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -18249226.000000 Penalty: 6066.062500
	Iteration 11Q: 3 clusters Score -1.824923e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201083 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -18253752.000000 Penalty: 6066.062500
	Iteration 12Q: 3 clusters Score -1.825375e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203091 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -18255424.000000 Penalty: 6066.062500
	Iteration 13Q: 3 clusters Score -1.825542e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203867 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -18256096.000000 Penalty: 6066.062500
	Iteration 14Q: 3 clusters Score -1.82561e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18256362.000000 Penalty: 6066.062500
	Iteration 15Q: 3 clusters Score -1.825636e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204271 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18256508.000000 Penalty: 6066.062500
	Iteration 16Q: 3 clusters Score -1.825651e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204327 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18256574.000000 Penalty: 6066.062500
	Iteration 17Q: 3 clusters Score -1.825657e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -18256612.000000 Penalty: 6066.062500
	Iteration 18Q: 3 clusters Score -1.825661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -18256626.000000 Penalty: 6066.062500
	Iteration 19Q: 3 clusters Score -1.825663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204382 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -18256652.000000 Penalty: 6066.062500
	Iteration 20F: 3 clusters Score -1.825665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204389 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -18256662.000000 Penalty: 6066.062500
	Iteration 21Q: 3 clusters Score -1.825666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204392 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -18256660.000000 Penalty: 6066.062500
	Iteration 22Q: 3 clusters Score -1.825666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18256662.000000 Penalty: 6066.062500
	Iteration 23Q: 3 clusters Score -1.825666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18256678.000000 Penalty: 6066.062500
	Iteration 24Q: 3 clusters Score -1.825668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204397 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18256680.000000 Penalty: 6066.062500
	Iteration 25Q: 3 clusters Score -1.825668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204397 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18256680.000000 Penalty: 6066.062500
	Iteration 26F: 3 clusters Score -1.825668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Entering Unmasked Estep 
Score: -1864313.625000 Penalty: 2468.058594
	Iteration 0F: 2 clusters Score -1864314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1849692.125000 Penalty: 4936.117188
	Iteration 0F: 3 clusters Score -1849692 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1854622.000000 Penalty: 4936.117188
	Iteration 1F: 3 clusters Score -1854622 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1854935.500000 Penalty: 4936.117188
	Iteration 2Q: 3 clusters Score -1854936 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1855192.000000 Penalty: 4936.117188
	Iteration 3Q: 3 clusters Score -1855192 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1855426.750000 Penalty: 4936.117188
	Iteration 4Q: 3 clusters Score -1855427 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1855661.125000 Penalty: 4936.117188
	Iteration 5Q: 3 clusters Score -1855661 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1855933.750000 Penalty: 4936.117188
	Iteration 6Q: 3 clusters Score -1855934 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1856234.000000 Penalty: 4936.117188
	Iteration 7Q: 3 clusters Score -1856234 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1856643.625000 Penalty: 4936.117188
	Iteration 8Q: 3 clusters Score -1856644 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1857176.625000 Penalty: 4936.117188
	Iteration 9Q: 3 clusters Score -1857177 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1857843.000000 Penalty: 4936.117188
	Iteration 10Q: 3 clusters Score -1857843 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1858667.750000 Penalty: 4936.117188
	Iteration 11F: 3 clusters Score -1858668 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1859549.250000 Penalty: 4936.117188
	Iteration 12F: 3 clusters Score -1859549 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1860318.500000 Penalty: 4936.117188
	Iteration 13Q: 3 clusters Score -1860318 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1860908.375000 Penalty: 4936.117188
	Iteration 14Q: 3 clusters Score -1860908 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1861321.375000 Penalty: 4936.117188
	Iteration 15Q: 3 clusters Score -1861321 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1861587.125000 Penalty: 4936.117188
	Iteration 16Q: 3 clusters Score -1861587 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1861755.875000 Penalty: 4936.117188
	Iteration 17Q: 3 clusters Score -1861756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1861876.625000 Penalty: 4936.117188
	Iteration 18Q: 3 clusters Score -1861877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1861957.000000 Penalty: 4936.117188
	Iteration 19Q: 3 clusters Score -1861957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1862019.000000 Penalty: 4936.117188
	Iteration 20F: 3 clusters Score -1862019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1862066.750000 Penalty: 4936.117188
	Iteration 21Q: 3 clusters Score -1862067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1862098.375000 Penalty: 4936.117188
	Iteration 22Q: 3 clusters Score -1862098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1862109.125000 Penalty: 4936.117188
	Iteration 23Q: 3 clusters Score -1862109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1862124.250000 Penalty: 4936.117188
	Iteration 24Q: 3 clusters Score -1862124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1862131.500000 Penalty: 4936.117188
	Iteration 25Q: 3 clusters Score -1862132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1862146.750000 Penalty: 4936.117188
	Iteration 26Q: 3 clusters Score -1862147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1862157.000000 Penalty: 4936.117188
	Iteration 27Q: 3 clusters Score -1862157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1862165.250000 Penalty: 4936.117188
	Iteration 28Q: 3 clusters Score -1862165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1862172.375000 Penalty: 4936.117188
	Iteration 29Q: 3 clusters Score -1862172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1862175.500000 Penalty: 4936.117188
	Iteration 30Q: 3 clusters Score -1862176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1862175.750000 Penalty: 4936.117188
	Iteration 31Q: 3 clusters Score -1862176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1862176.625000 Penalty: 4936.117188
	Iteration 32Q: 3 clusters Score -1862177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1862176.875000 Penalty: 4936.117188
	Iteration 33Q: 3 clusters Score -1862177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1862179.750000 Penalty: 4936.117188
	Iteration 34Q: 3 clusters Score -1862180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1862184.000000 Penalty: 4936.117188
	Iteration 35Q: 3 clusters Score -1862184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1862183.375000 Penalty: 4936.117188
	Iteration 36Q: 3 clusters Score -1862183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1862182.750000 Penalty: 4936.117188
	Iteration 37Q: 3 clusters Score -1862183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1862182.750000 Penalty: 4936.117188
	Iteration 38F: 3 clusters Score -1862183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -276401.406250 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -276401.4 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 1627 members 
Entering Unmasked Estep 
Score: -272943.375000 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -272943.4 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -273604.750000 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -273604.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -273816.281250 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -273816.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -273980.406250 Penalty: 4018.131348
	Iteration 3F: 3 clusters Score -273980.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -274120.062500 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -274120.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -274210.500000 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -274210.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -274265.812500 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -274265.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -274298.031250 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -274298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -274326.281250 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -274326.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -274352.656250 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -274352.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -274380.125000 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -274380.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -274396.593750 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -274396.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -274409.812500 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -274409.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -274422.718750 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -274422.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -274433.812500 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -274433.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -274441.687500 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -274441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -274446.875000 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -274446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -274452.625000 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -274452.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -274459.562500 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -274459.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -274464.187500 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -274464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -274468.156250 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -274468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -274474.781250 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -274474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -274480.968750 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -274481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -274490.750000 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -274490.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -274503.500000 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -274503.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -274517.500000 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -274517.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -274533.812500 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -274533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -274550.843750 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -274550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -274570.000000 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -274570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274589.218750 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -274589.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -274610.250000 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -274610.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -274634.906250 Penalty: 4018.131348
	Iteration 31Q: 3 clusters Score -274634.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -274661.968750 Penalty: 4018.131348
	Iteration 32Q: 3 clusters Score -274662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -274692.750000 Penalty: 4018.131348
	Iteration 33Q: 3 clusters Score -274692.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -274729.843750 Penalty: 4018.131348
	Iteration 34Q: 3 clusters Score -274729.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -274764.250000 Penalty: 4018.131348
	Iteration 35Q: 3 clusters Score -274764.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -274793.375000 Penalty: 4018.131348
	Iteration 36Q: 3 clusters Score -274793.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -274831.343750 Penalty: 4018.131348
	Iteration 37Q: 3 clusters Score -274831.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -274864.781250 Penalty: 4018.131348
	Iteration 38Q: 3 clusters Score -274864.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -274891.593750 Penalty: 4018.131348
	Iteration 39Q: 3 clusters Score -274891.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -274914.593750 Penalty: 4018.131348
	Iteration 40F: 3 clusters Score -274914.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -274936.250000 Penalty: 4018.131348
	Iteration 41Q: 3 clusters Score -274936.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -274960.875000 Penalty: 4018.131348
	Iteration 42Q: 3 clusters Score -274960.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -274973.375000 Penalty: 4018.131348
	Iteration 43Q: 3 clusters Score -274973.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -274986.781250 Penalty: 4018.131348
	Iteration 44Q: 3 clusters Score -274986.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -275000.250000 Penalty: 4018.131348
	Iteration 45Q: 3 clusters Score -275000.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -275008.437500 Penalty: 4018.131348
	Iteration 46Q: 3 clusters Score -275008.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -275018.625000 Penalty: 4018.131348
	Iteration 47Q: 3 clusters Score -275018.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -275027.593750 Penalty: 4018.131348
	Iteration 48Q: 3 clusters Score -275027.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -275035.406250 Penalty: 4018.131348
	Iteration 49Q: 3 clusters Score -275035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -275045.156250 Penalty: 4018.131348
	Iteration 50Q: 3 clusters Score -275045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -275053.781250 Penalty: 4018.131348
	Iteration 51Q: 3 clusters Score -275053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -275067.781250 Penalty: 4018.131348
	Iteration 52Q: 3 clusters Score -275067.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -275079.875000 Penalty: 4018.131348
	Iteration 53Q: 3 clusters Score -275079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -275089.718750 Penalty: 4018.131348
	Iteration 54Q: 3 clusters Score -275089.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -275097.750000 Penalty: 4018.131348
	Iteration 55Q: 3 clusters Score -275097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -275108.406250 Penalty: 4018.131348
	Iteration 56Q: 3 clusters Score -275108.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -275125.093750 Penalty: 4018.131348
	Iteration 57Q: 3 clusters Score -275125.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -275147.875000 Penalty: 4018.131348
	Iteration 58Q: 3 clusters Score -275147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -275167.812500 Penalty: 4018.131348
	Iteration 59Q: 3 clusters Score -275167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -275178.093750 Penalty: 4018.131348
	Iteration 60F: 3 clusters Score -275178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -275188.687500 Penalty: 4018.131348
	Iteration 61Q: 3 clusters Score -275188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -275200.656250 Penalty: 4018.131348
	Iteration 62Q: 3 clusters Score -275200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -275210.031250 Penalty: 4018.131348
	Iteration 63Q: 3 clusters Score -275210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -275217.968750 Penalty: 4018.131348
	Iteration 64Q: 3 clusters Score -275218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -275221.125000 Penalty: 4018.131348
	Iteration 65Q: 3 clusters Score -275221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -275227.968750 Penalty: 4018.131348
	Iteration 66Q: 3 clusters Score -275228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -275233.937500 Penalty: 4018.131348
	Iteration 67Q: 3 clusters Score -275233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -275245.625000 Penalty: 4018.131348
	Iteration 68Q: 3 clusters Score -275245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -275249.156250 Penalty: 4018.131348
	Iteration 69Q: 3 clusters Score -275249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -275253.843750 Penalty: 4018.131348
	Iteration 70Q: 3 clusters Score -275253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -275256.593750 Penalty: 4018.131348
	Iteration 71Q: 3 clusters Score -275256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -275256.593750 Penalty: 4018.131348
	Iteration 72F: 3 clusters Score -275256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Entering Unmasked Estep 
Score: -945257.625000 Penalty: 2295.838867
	Iteration 0F: 2 clusters Score -945257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -937233.687500 Penalty: 4591.677734
	Iteration 0F: 3 clusters Score -937233.7 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -939559.812500 Penalty: 4591.677734
	Iteration 1F: 3 clusters Score -939559.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -939823.000000 Penalty: 4591.677734
	Iteration 2F: 3 clusters Score -939823 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -940012.812500 Penalty: 4591.677734
	Iteration 3Q: 3 clusters Score -940012.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -940126.687500 Penalty: 4591.677734
	Iteration 4Q: 3 clusters Score -940126.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -940203.000000 Penalty: 4591.677734
	Iteration 5Q: 3 clusters Score -940203 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -940268.437500 Penalty: 4591.677734
	Iteration 6Q: 3 clusters Score -940268.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -940327.062500 Penalty: 4591.677734
	Iteration 7Q: 3 clusters Score -940327.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -940387.687500 Penalty: 4591.677734
	Iteration 8Q: 3 clusters Score -940387.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -940455.250000 Penalty: 4591.677734
	Iteration 9Q: 3 clusters Score -940455.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -940518.750000 Penalty: 4591.677734
	Iteration 10Q: 3 clusters Score -940518.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -940593.375000 Penalty: 4591.677734
	Iteration 11Q: 3 clusters Score -940593.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -940682.875000 Penalty: 4591.677734
	Iteration 12Q: 3 clusters Score -940682.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -940776.750000 Penalty: 4591.677734
	Iteration 13Q: 3 clusters Score -940776.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -940902.500000 Penalty: 4591.677734
	Iteration 14Q: 3 clusters Score -940902.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -941044.000000 Penalty: 4591.677734
	Iteration 15Q: 3 clusters Score -941044 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -941231.312500 Penalty: 4591.677734
	Iteration 16Q: 3 clusters Score -941231.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -941486.125000 Penalty: 4591.677734
	Iteration 17Q: 3 clusters Score -941486.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -941787.000000 Penalty: 4591.677734
	Iteration 18Q: 3 clusters Score -941787 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -942089.000000 Penalty: 4591.677734
	Iteration 19Q: 3 clusters Score -942089 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -942377.187500 Penalty: 4591.677734
	Iteration 20F: 3 clusters Score -942377.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -942605.062500 Penalty: 4591.677734
	Iteration 21Q: 3 clusters Score -942605.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -942812.750000 Penalty: 4591.677734
	Iteration 22Q: 3 clusters Score -942812.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -942947.937500 Penalty: 4591.677734
	Iteration 23Q: 3 clusters Score -942947.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -943029.312500 Penalty: 4591.677734
	Iteration 24Q: 3 clusters Score -943029.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -943090.937500 Penalty: 4591.677734
	Iteration 25Q: 3 clusters Score -943090.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -943143.062500 Penalty: 4591.677734
	Iteration 26Q: 3 clusters Score -943143.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -943165.625000 Penalty: 4591.677734
	Iteration 27Q: 3 clusters Score -943165.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -943181.500000 Penalty: 4591.677734
	Iteration 28Q: 3 clusters Score -943181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -943194.437500 Penalty: 4591.677734
	Iteration 29Q: 3 clusters Score -943194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -943203.375000 Penalty: 4591.677734
	Iteration 30Q: 3 clusters Score -943203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -943210.187500 Penalty: 4591.677734
	Iteration 31Q: 3 clusters Score -943210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -943219.750000 Penalty: 4591.677734
	Iteration 32Q: 3 clusters Score -943219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -943223.625000 Penalty: 4591.677734
	Iteration 33Q: 3 clusters Score -943223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -943226.937500 Penalty: 4591.677734
	Iteration 34Q: 3 clusters Score -943226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -943232.500000 Penalty: 4591.677734
	Iteration 35Q: 3 clusters Score -943232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -943233.312500 Penalty: 4591.677734
	Iteration 36Q: 3 clusters Score -943233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -943235.625000 Penalty: 4591.677734
	Iteration 37Q: 3 clusters Score -943235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -943235.937500 Penalty: 4591.677734
	Iteration 38Q: 3 clusters Score -943235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -943237.812500 Penalty: 4591.677734
	Iteration 39Q: 3 clusters Score -943237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -943237.812500 Penalty: 4591.677734
	Iteration 40F: 3 clusters Score -943237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -295957.093750 Penalty: 2026.346436
	Iteration 0F: 2 clusters Score -295957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -292349.562500 Penalty: 4052.692871
	Iteration 0F: 3 clusters Score -292349.6 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -293162.437500 Penalty: 4052.692871
	Iteration 1F: 3 clusters Score -293162.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -293346.718750 Penalty: 4052.692871
	Iteration 2F: 3 clusters Score -293346.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -293443.781250 Penalty: 4052.692871
	Iteration 3Q: 3 clusters Score -293443.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -293511.656250 Penalty: 4052.692871
	Iteration 4Q: 3 clusters Score -293511.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -293569.375000 Penalty: 4052.692871
	Iteration 5Q: 3 clusters Score -293569.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -293619.968750 Penalty: 4052.692871
	Iteration 6Q: 3 clusters Score -293620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -293682.437500 Penalty: 4052.692871
	Iteration 7Q: 3 clusters Score -293682.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -293765.687500 Penalty: 4052.692871
	Iteration 8Q: 3 clusters Score -293765.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -293846.406250 Penalty: 4052.692871
	Iteration 9Q: 3 clusters Score -293846.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -293913.343750 Penalty: 4052.692871
	Iteration 10Q: 3 clusters Score -293913.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -293968.875000 Penalty: 4052.692871
	Iteration 11Q: 3 clusters Score -293968.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -294011.718750 Penalty: 4052.692871
	Iteration 12Q: 3 clusters Score -294011.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -294064.312500 Penalty: 4052.692871
	Iteration 13Q: 3 clusters Score -294064.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -294110.468750 Penalty: 4052.692871
	Iteration 14Q: 3 clusters Score -294110.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -294149.031250 Penalty: 4052.692871
	Iteration 15Q: 3 clusters Score -294149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -294189.593750 Penalty: 4052.692871
	Iteration 16Q: 3 clusters Score -294189.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -294229.656250 Penalty: 4052.692871
	Iteration 17Q: 3 clusters Score -294229.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -294264.468750 Penalty: 4052.692871
	Iteration 18Q: 3 clusters Score -294264.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -294293.531250 Penalty: 4052.692871
	Iteration 19Q: 3 clusters Score -294293.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -294317.156250 Penalty: 4052.692871
	Iteration 20F: 3 clusters Score -294317.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -294341.531250 Penalty: 4052.692871
	Iteration 21Q: 3 clusters Score -294341.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -294373.687500 Penalty: 4052.692871
	Iteration 22Q: 3 clusters Score -294373.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -294418.906250 Penalty: 4052.692871
	Iteration 23Q: 3 clusters Score -294418.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -294464.625000 Penalty: 4052.692871
	Iteration 24Q: 3 clusters Score -294464.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -294510.625000 Penalty: 4052.692871
	Iteration 25Q: 3 clusters Score -294510.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -294551.906250 Penalty: 4052.692871
	Iteration 26Q: 3 clusters Score -294551.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -294583.375000 Penalty: 4052.692871
	Iteration 27Q: 3 clusters Score -294583.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -294604.906250 Penalty: 4052.692871
	Iteration 28Q: 3 clusters Score -294604.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -294616.281250 Penalty: 4052.692871
	Iteration 29Q: 3 clusters Score -294616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -294622.468750 Penalty: 4052.692871
	Iteration 30Q: 3 clusters Score -294622.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -294627.625000 Penalty: 4052.692871
	Iteration 31Q: 3 clusters Score -294627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -294633.562500 Penalty: 4052.692871
	Iteration 32Q: 3 clusters Score -294633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -294638.062500 Penalty: 4052.692871
	Iteration 33Q: 3 clusters Score -294638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -294640.281250 Penalty: 4052.692871
	Iteration 34Q: 3 clusters Score -294640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -294641.500000 Penalty: 4052.692871
	Iteration 35Q: 3 clusters Score -294641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -294643.000000 Penalty: 4052.692871
	Iteration 36Q: 3 clusters Score -294643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -294643.437500 Penalty: 4052.692871
	Iteration 37Q: 3 clusters Score -294643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -294643.625000 Penalty: 4052.692871
	Iteration 38Q: 3 clusters Score -294643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -294644.312500 Penalty: 4052.692871
	Iteration 39Q: 3 clusters Score -294644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -294644.093750 Penalty: 4052.692871
	Iteration 40F: 3 clusters Score -294644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -578344.437500 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -578344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -572627.187500 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -572627.2 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -574187.687500 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -574187.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -574459.500000 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -574459.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -574632.000000 Penalty: 4385.143066
	Iteration 3F: 3 clusters Score -574632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -574750.312500 Penalty: 4385.143066
	Iteration 4Q: 3 clusters Score -574750.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -574839.437500 Penalty: 4385.143066
	Iteration 5Q: 3 clusters Score -574839.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -574913.000000 Penalty: 4385.143066
	Iteration 6Q: 3 clusters Score -574913 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -574989.375000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -574989.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -575087.687500 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -575087.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -575200.687500 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -575200.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -575330.375000 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -575330.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -575478.500000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -575478.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -575634.062500 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -575634.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -575792.062500 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -575792.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -575945.562500 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -575945.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -576106.937500 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -576106.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -576255.937500 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -576255.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -576395.375000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -576395.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -576520.125000 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -576520.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -576619.500000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -576619.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -576689.687500 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -576689.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -576730.625000 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -576730.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -576760.750000 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -576760.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -576774.312500 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -576774.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -576781.125000 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -576781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -576785.687500 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -576785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -576789.250000 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -576789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -576795.125000 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -576795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -576801.312500 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -576801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -576806.000000 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -576806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -576811.187500 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -576811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -576817.125000 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -576817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -576819.937500 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -576819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -576823.062500 Penalty: 4385.143066
	Iteration 33Q: 3 clusters Score -576823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -576823.750000 Penalty: 4385.143066
	Iteration 34Q: 3 clusters Score -576823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -576824.687500 Penalty: 4385.143066
	Iteration 35Q: 3 clusters Score -576824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -576825.687500 Penalty: 4385.143066
	Iteration 36Q: 3 clusters Score -576825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -576829.500000 Penalty: 4385.143066
	Iteration 37Q: 3 clusters Score -576829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -576833.625000 Penalty: 4385.143066
	Iteration 38Q: 3 clusters Score -576833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -576837.250000 Penalty: 4385.143066
	Iteration 39Q: 3 clusters Score -576837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -576841.125000 Penalty: 4385.143066
	Iteration 40F: 3 clusters Score -576841.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -576846.750000 Penalty: 4385.143066
	Iteration 41Q: 3 clusters Score -576846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -576849.875000 Penalty: 4385.143066
	Iteration 42Q: 3 clusters Score -576849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -576851.750000 Penalty: 4385.143066
	Iteration 43Q: 3 clusters Score -576851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -576852.875000 Penalty: 4385.143066
	Iteration 44Q: 3 clusters Score -576852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -576854.375000 Penalty: 4385.143066
	Iteration 45Q: 3 clusters Score -576854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -576854.375000 Penalty: 4385.143066
	Iteration 46F: 3 clusters Score -576854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -525323.875000 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -525323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -520032.906250 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -520032.9 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -521575.656250 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -521575.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -521999.468750 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -521999.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -522430.718750 Penalty: 4342.298340
	Iteration 3F: 3 clusters Score -522430.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -522888.750000 Penalty: 4342.298340
	Iteration 4F: 3 clusters Score -522888.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -523249.843750 Penalty: 4342.298340
	Iteration 5F: 3 clusters Score -523249.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -523554.468750 Penalty: 4342.298340
	Iteration 6F: 3 clusters Score -523554.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -523771.531250 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -523771.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -523935.562500 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -523935.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -524058.781250 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -524058.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -524155.625000 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -524155.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -524220.281250 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -524220.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -524267.906250 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -524267.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -524305.250000 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -524305.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -524339.125000 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -524339.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -524364.937500 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -524364.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -524385.375000 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -524385.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -524411.000000 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -524411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -524440.187500 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -524440.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -524470.187500 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -524470.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -524491.437500 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -524491.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -524521.500000 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -524521.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -524548.062500 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -524548.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -524576.562500 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -524576.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -524601.625000 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -524601.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -524622.937500 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -524622.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -524644.187500 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -524644.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -524661.187500 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -524661.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -524675.125000 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -524675.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -524685.687500 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -524685.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -524697.312500 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -524697.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -524707.687500 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -524707.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -524721.062500 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -524721.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -524731.625000 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -524731.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -524739.250000 Penalty: 4342.298340
	Iteration 34Q: 3 clusters Score -524739.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -524744.937500 Penalty: 4342.298340
	Iteration 35Q: 3 clusters Score -524744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -524747.937500 Penalty: 4342.298340
	Iteration 36Q: 3 clusters Score -524747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -524750.687500 Penalty: 4342.298340
	Iteration 37Q: 3 clusters Score -524750.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -524752.375000 Penalty: 4342.298340
	Iteration 38Q: 3 clusters Score -524752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -524756.562500 Penalty: 4342.298340
	Iteration 39Q: 3 clusters Score -524756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -524759.875000 Penalty: 4342.298340
	Iteration 40F: 3 clusters Score -524759.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -524767.562500 Penalty: 4342.298340
	Iteration 41Q: 3 clusters Score -524767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -524770.500000 Penalty: 4342.298340
	Iteration 42Q: 3 clusters Score -524770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -524772.312500 Penalty: 4342.298340
	Iteration 43Q: 3 clusters Score -524772.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -524774.500000 Penalty: 4342.298340
	Iteration 44Q: 3 clusters Score -524774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -524777.250000 Penalty: 4342.298340
	Iteration 45Q: 3 clusters Score -524777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -524779.625000 Penalty: 4342.298340
	Iteration 46Q: 3 clusters Score -524779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -524782.437500 Penalty: 4342.298340
	Iteration 47Q: 3 clusters Score -524782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -524781.875000 Penalty: 4342.298340
	Iteration 48Q: 3 clusters Score -524781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -524782.062500 Penalty: 4342.298340
	Iteration 49Q: 3 clusters Score -524782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -524782.937500 Penalty: 4342.298340
	Iteration 50Q: 3 clusters Score -524782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -524784.312500 Penalty: 4342.298340
	Iteration 51Q: 3 clusters Score -524784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -524785.312500 Penalty: 4342.298340
	Iteration 52Q: 3 clusters Score -524785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -524785.312500 Penalty: 4342.298340
	Iteration 53F: 3 clusters Score -524785.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Entering Unmasked Estep 
Score: -2163572.250000 Penalty: 2513.872070
	Iteration 0F: 2 clusters Score -2163572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2146043.000000 Penalty: 5027.744141
	Iteration 0F: 3 clusters Score -2146043 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2152006.500000 Penalty: 5027.744141
	Iteration 1F: 3 clusters Score -2152006 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2152382.000000 Penalty: 5027.744141
	Iteration 2Q: 3 clusters Score -2152382 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2152715.000000 Penalty: 5027.744141
	Iteration 3Q: 3 clusters Score -2152715 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2153093.500000 Penalty: 5027.744141
	Iteration 4Q: 3 clusters Score -2153094 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2153501.250000 Penalty: 5027.744141
	Iteration 5Q: 3 clusters Score -2153501 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2153958.250000 Penalty: 5027.744141
	Iteration 6Q: 3 clusters Score -2153958 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2154520.500000 Penalty: 5027.744141
	Iteration 7Q: 3 clusters Score -2154520 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2155179.750000 Penalty: 5027.744141
	Iteration 8Q: 3 clusters Score -2155180 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2155881.000000 Penalty: 5027.744141
	Iteration 9F: 3 clusters Score -2155881 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2156632.250000 Penalty: 5027.744141
	Iteration 10F: 3 clusters Score -2156632 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2157389.750000 Penalty: 5027.744141
	Iteration 11F: 3 clusters Score -2157390 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2158198.500000 Penalty: 5027.744141
	Iteration 12Q: 3 clusters Score -2158198 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2158873.250000 Penalty: 5027.744141
	Iteration 13Q: 3 clusters Score -2158873 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2159329.750000 Penalty: 5027.744141
	Iteration 14Q: 3 clusters Score -2159330 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2159621.500000 Penalty: 5027.744141
	Iteration 15Q: 3 clusters Score -2159622 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2159851.750000 Penalty: 5027.744141
	Iteration 16Q: 3 clusters Score -2159852 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2160120.750000 Penalty: 5027.744141
	Iteration 17Q: 3 clusters Score -2160121 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2160401.000000 Penalty: 5027.744141
	Iteration 18Q: 3 clusters Score -2160401 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2160641.750000 Penalty: 5027.744141
	Iteration 19Q: 3 clusters Score -2160642 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2160837.500000 Penalty: 5027.744141
	Iteration 20F: 3 clusters Score -2160838 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2161019.750000 Penalty: 5027.744141
	Iteration 21Q: 3 clusters Score -2161020 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2161138.500000 Penalty: 5027.744141
	Iteration 22Q: 3 clusters Score -2161138 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2161226.000000 Penalty: 5027.744141
	Iteration 23Q: 3 clusters Score -2161226 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2161302.000000 Penalty: 5027.744141
	Iteration 24Q: 3 clusters Score -2161302 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2161361.750000 Penalty: 5027.744141
	Iteration 25Q: 3 clusters Score -2161362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2161417.000000 Penalty: 5027.744141
	Iteration 26Q: 3 clusters Score -2161417 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2161462.000000 Penalty: 5027.744141
	Iteration 27Q: 3 clusters Score -2161462 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2161499.750000 Penalty: 5027.744141
	Iteration 28Q: 3 clusters Score -2161500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2161535.250000 Penalty: 5027.744141
	Iteration 29Q: 3 clusters Score -2161535 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2161557.250000 Penalty: 5027.744141
	Iteration 30Q: 3 clusters Score -2161557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2161580.000000 Penalty: 5027.744141
	Iteration 31Q: 3 clusters Score -2161580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2161585.750000 Penalty: 5027.744141
	Iteration 32Q: 3 clusters Score -2161586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2161603.000000 Penalty: 5027.744141
	Iteration 33Q: 3 clusters Score -2161603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2161613.500000 Penalty: 5027.744141
	Iteration 34Q: 3 clusters Score -2161614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2161617.000000 Penalty: 5027.744141
	Iteration 35Q: 3 clusters Score -2161617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2161628.250000 Penalty: 5027.744141
	Iteration 36Q: 3 clusters Score -2161628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2161644.500000 Penalty: 5027.744141
	Iteration 37Q: 3 clusters Score -2161644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2161655.250000 Penalty: 5027.744141
	Iteration 38Q: 3 clusters Score -2161655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2161669.750000 Penalty: 5027.744141
	Iteration 39Q: 3 clusters Score -2161670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2161680.500000 Penalty: 5027.744141
	Iteration 40F: 3 clusters Score -2161680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2161679.000000 Penalty: 5027.744141
	Iteration 41Q: 3 clusters Score -2161679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2161683.750000 Penalty: 5027.744141
	Iteration 42Q: 3 clusters Score -2161684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2161688.250000 Penalty: 5027.744141
	Iteration 43Q: 3 clusters Score -2161688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2161699.250000 Penalty: 5027.744141
	Iteration 44Q: 3 clusters Score -2161699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2161704.750000 Penalty: 5027.744141
	Iteration 45Q: 3 clusters Score -2161705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2161711.000000 Penalty: 5027.744141
	Iteration 46Q: 3 clusters Score -2161711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2161710.750000 Penalty: 5027.744141
	Iteration 47Q: 3 clusters Score -2161711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2161715.750000 Penalty: 5027.744141
	Iteration 48Q: 3 clusters Score -2161716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2161721.000000 Penalty: 5027.744141
	Iteration 49Q: 3 clusters Score -2161721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2161727.750000 Penalty: 5027.744141
	Iteration 50Q: 3 clusters Score -2161728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2161732.750000 Penalty: 5027.744141
	Iteration 51Q: 3 clusters Score -2161733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2161736.500000 Penalty: 5027.744141
	Iteration 52Q: 3 clusters Score -2161736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2161739.000000 Penalty: 5027.744141
	Iteration 53Q: 3 clusters Score -2161739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2161745.500000 Penalty: 5027.744141
	Iteration 54Q: 3 clusters Score -2161746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2161749.500000 Penalty: 5027.744141
	Iteration 55Q: 3 clusters Score -2161750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2161750.500000 Penalty: 5027.744141
	Iteration 56Q: 3 clusters Score -2161750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2161757.250000 Penalty: 5027.744141
	Iteration 57Q: 3 clusters Score -2161757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2161765.250000 Penalty: 5027.744141
	Iteration 58Q: 3 clusters Score -2161765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2161767.250000 Penalty: 5027.744141
	Iteration 59Q: 3 clusters Score -2161767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2161769.000000 Penalty: 5027.744141
	Iteration 60F: 3 clusters Score -2161769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2161778.250000 Penalty: 5027.744141
	Iteration 61Q: 3 clusters Score -2161778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2161776.500000 Penalty: 5027.744141
	Iteration 62Q: 3 clusters Score -2161776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2161781.000000 Penalty: 5027.744141
	Iteration 63Q: 3 clusters Score -2161781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2161788.000000 Penalty: 5027.744141
	Iteration 64Q: 3 clusters Score -2161788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2161787.250000 Penalty: 5027.744141
	Iteration 65Q: 3 clusters Score -2161787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2161782.500000 Penalty: 5027.744141
	Iteration 66Q: 3 clusters Score -2161782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2161787.000000 Penalty: 5027.744141
	Iteration 67Q: 3 clusters Score -2161787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2161793.000000 Penalty: 5027.744141
	Iteration 68Q: 3 clusters Score -2161793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2161792.250000 Penalty: 5027.744141
	Iteration 69Q: 3 clusters Score -2161792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2161790.000000 Penalty: 5027.744141
	Iteration 70Q: 3 clusters Score -2161790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2161789.500000 Penalty: 5027.744141
	Iteration 71Q: 3 clusters Score -2161790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2161790.750000 Penalty: 5027.744141
	Iteration 72Q: 3 clusters Score -2161791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2161790.750000 Penalty: 5027.744141
	Iteration 73F: 3 clusters Score -2161791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Entering Unmasked Estep 
Score: -1344225.000000 Penalty: 2413.385742
	Iteration 0F: 2 clusters Score -1344225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1332096.250000 Penalty: 4826.771484
	Iteration 0F: 3 clusters Score -1332096 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1336154.500000 Penalty: 4826.771484
	Iteration 1F: 3 clusters Score -1336154 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1336601.250000 Penalty: 4826.771484
	Iteration 2F: 3 clusters Score -1336601 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1337000.250000 Penalty: 4826.771484
	Iteration 3F: 3 clusters Score -1337000 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1337384.500000 Penalty: 4826.771484
	Iteration 4F: 3 clusters Score -1337384 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1337722.125000 Penalty: 4826.771484
	Iteration 5Q: 3 clusters Score -1337722 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1338041.000000 Penalty: 4826.771484
	Iteration 6Q: 3 clusters Score -1338041 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1338349.000000 Penalty: 4826.771484
	Iteration 7Q: 3 clusters Score -1338349 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1338661.375000 Penalty: 4826.771484
	Iteration 8Q: 3 clusters Score -1338661 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1338898.500000 Penalty: 4826.771484
	Iteration 9Q: 3 clusters Score -1338898 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1339097.500000 Penalty: 4826.771484
	Iteration 10Q: 3 clusters Score -1339098 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1339250.500000 Penalty: 4826.771484
	Iteration 11Q: 3 clusters Score -1339250 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1339388.375000 Penalty: 4826.771484
	Iteration 12Q: 3 clusters Score -1339388 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1339527.125000 Penalty: 4826.771484
	Iteration 13Q: 3 clusters Score -1339527 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1339661.500000 Penalty: 4826.771484
	Iteration 14Q: 3 clusters Score -1339662 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1339809.500000 Penalty: 4826.771484
	Iteration 15Q: 3 clusters Score -1339810 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1339956.750000 Penalty: 4826.771484
	Iteration 16Q: 3 clusters Score -1339957 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1340086.375000 Penalty: 4826.771484
	Iteration 17Q: 3 clusters Score -1340086 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1340211.625000 Penalty: 4826.771484
	Iteration 18Q: 3 clusters Score -1340212 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1340331.375000 Penalty: 4826.771484
	Iteration 19Q: 3 clusters Score -1340331 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1340437.250000 Penalty: 4826.771484
	Iteration 20F: 3 clusters Score -1340437 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1340532.750000 Penalty: 4826.771484
	Iteration 21Q: 3 clusters Score -1340533 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1340623.000000 Penalty: 4826.771484
	Iteration 22Q: 3 clusters Score -1340623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1340707.000000 Penalty: 4826.771484
	Iteration 23Q: 3 clusters Score -1340707 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1340775.000000 Penalty: 4826.771484
	Iteration 24Q: 3 clusters Score -1340775 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1340836.500000 Penalty: 4826.771484
	Iteration 25Q: 3 clusters Score -1340836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1340901.000000 Penalty: 4826.771484
	Iteration 26Q: 3 clusters Score -1340901 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1340976.375000 Penalty: 4826.771484
	Iteration 27Q: 3 clusters Score -1340976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1341059.875000 Penalty: 4826.771484
	Iteration 28Q: 3 clusters Score -1341060 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1341148.375000 Penalty: 4826.771484
	Iteration 29Q: 3 clusters Score -1341148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1341222.375000 Penalty: 4826.771484
	Iteration 30Q: 3 clusters Score -1341222 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1341293.250000 Penalty: 4826.771484
	Iteration 31Q: 3 clusters Score -1341293 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1341360.500000 Penalty: 4826.771484
	Iteration 32Q: 3 clusters Score -1341360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1341444.250000 Penalty: 4826.771484
	Iteration 33Q: 3 clusters Score -1341444 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1341539.125000 Penalty: 4826.771484
	Iteration 34Q: 3 clusters Score -1341539 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1341637.750000 Penalty: 4826.771484
	Iteration 35Q: 3 clusters Score -1341638 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1341722.625000 Penalty: 4826.771484
	Iteration 36Q: 3 clusters Score -1341723 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1341820.375000 Penalty: 4826.771484
	Iteration 37Q: 3 clusters Score -1341820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1341889.625000 Penalty: 4826.771484
	Iteration 38Q: 3 clusters Score -1341890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1341938.125000 Penalty: 4826.771484
	Iteration 39Q: 3 clusters Score -1341938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1341978.500000 Penalty: 4826.771484
	Iteration 40F: 3 clusters Score -1341978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1342015.250000 Penalty: 4826.771484
	Iteration 41Q: 3 clusters Score -1342015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1342048.125000 Penalty: 4826.771484
	Iteration 42Q: 3 clusters Score -1342048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1342069.125000 Penalty: 4826.771484
	Iteration 43Q: 3 clusters Score -1342069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1342090.750000 Penalty: 4826.771484
	Iteration 44Q: 3 clusters Score -1342091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1342108.250000 Penalty: 4826.771484
	Iteration 45Q: 3 clusters Score -1342108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1342122.125000 Penalty: 4826.771484
	Iteration 46Q: 3 clusters Score -1342122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1342140.500000 Penalty: 4826.771484
	Iteration 47Q: 3 clusters Score -1342140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1342158.375000 Penalty: 4826.771484
	Iteration 48Q: 3 clusters Score -1342158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1342181.750000 Penalty: 4826.771484
	Iteration 49Q: 3 clusters Score -1342182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1342203.000000 Penalty: 4826.771484
	Iteration 50Q: 3 clusters Score -1342203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1342215.500000 Penalty: 4826.771484
	Iteration 51Q: 3 clusters Score -1342216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1342226.750000 Penalty: 4826.771484
	Iteration 52Q: 3 clusters Score -1342227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1342240.250000 Penalty: 4826.771484
	Iteration 53Q: 3 clusters Score -1342240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1342251.750000 Penalty: 4826.771484
	Iteration 54Q: 3 clusters Score -1342252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1342258.500000 Penalty: 4826.771484
	Iteration 55Q: 3 clusters Score -1342258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1342267.000000 Penalty: 4826.771484
	Iteration 56Q: 3 clusters Score -1342267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1342273.375000 Penalty: 4826.771484
	Iteration 57Q: 3 clusters Score -1342273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1342283.875000 Penalty: 4826.771484
	Iteration 58Q: 3 clusters Score -1342284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1342293.750000 Penalty: 4826.771484
	Iteration 59Q: 3 clusters Score -1342294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1342304.625000 Penalty: 4826.771484
	Iteration 60F: 3 clusters Score -1342305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1342308.750000 Penalty: 4826.771484
	Iteration 61Q: 3 clusters Score -1342309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1342317.250000 Penalty: 4826.771484
	Iteration 62Q: 3 clusters Score -1342317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1342318.000000 Penalty: 4826.771484
	Iteration 63Q: 3 clusters Score -1342318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1342320.125000 Penalty: 4826.771484
	Iteration 64Q: 3 clusters Score -1342320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1342320.875000 Penalty: 4826.771484
	Iteration 65Q: 3 clusters Score -1342321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1342321.875000 Penalty: 4826.771484
	Iteration 66Q: 3 clusters Score -1342322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1342328.625000 Penalty: 4826.771484
	Iteration 67Q: 3 clusters Score -1342329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1342329.375000 Penalty: 4826.771484
	Iteration 68Q: 3 clusters Score -1342329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1342329.500000 Penalty: 4826.771484
	Iteration 69Q: 3 clusters Score -1342330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1342334.500000 Penalty: 4826.771484
	Iteration 70Q: 3 clusters Score -1342334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1342335.625000 Penalty: 4826.771484
	Iteration 71Q: 3 clusters Score -1342336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1342334.375000 Penalty: 4826.771484
	Iteration 72Q: 3 clusters Score -1342334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1342334.000000 Penalty: 4826.771484
	Iteration 73Q: 3 clusters Score -1342334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1342336.125000 Penalty: 4826.771484
	Iteration 74Q: 3 clusters Score -1342336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1342338.250000 Penalty: 4826.771484
	Iteration 75Q: 3 clusters Score -1342338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1342341.125000 Penalty: 4826.771484
	Iteration 76Q: 3 clusters Score -1342341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1342341.500000 Penalty: 4826.771484
	Iteration 77Q: 3 clusters Score -1342342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1342341.375000 Penalty: 4826.771484
	Iteration 78Q: 3 clusters Score -1342341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1342344.500000 Penalty: 4826.771484
	Iteration 79Q: 3 clusters Score -1342344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1342344.875000 Penalty: 4826.771484
	Iteration 80F: 3 clusters Score -1342345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1342344.875000 Penalty: 4826.771484
	Iteration 81Q: 3 clusters Score -1342345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1342344.875000 Penalty: 4826.771484
	Iteration 82F: 3 clusters Score -1342345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -173044.953125 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -173045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170325.000000 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -170325 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -170842.890625 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -170842.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171024.062500 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -171024.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -171134.906250 Penalty: 3786.870850
	Iteration 3F: 3 clusters Score -171134.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -171201.609375 Penalty: 3786.870850
	Iteration 4Q: 3 clusters Score -171201.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171251.312500 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -171251.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -171276.218750 Penalty: 3786.870850
	Iteration 6Q: 3 clusters Score -171276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -171289.109375 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -171289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -171300.734375 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -171300.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -171312.296875 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -171312.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -171317.281250 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -171317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -171320.875000 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -171320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171323.031250 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -171323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -171323.968750 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -171324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -171324.359375 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -171324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -171325.421875 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -171325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -171326.234375 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -171326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -171327.859375 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -171327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -171329.171875 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -171329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -171329.968750 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -171330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -171330.593750 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -171330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -171332.546875 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -171332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -171334.312500 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -171334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -171336.203125 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -171336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -171337.156250 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -171337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -171337.250000 Penalty: 3786.870850
	Iteration 25Q: 3 clusters Score -171337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -171337.250000 Penalty: 3786.870850
	Iteration 26F: 3 clusters Score -171337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Entering Unmasked Estep 
Score: -1337522.375000 Penalty: 2383.792236
	Iteration 0F: 2 clusters Score -1337522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1326721.000000 Penalty: 4767.584473
	Iteration 0F: 3 clusters Score -1326721 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1330304.750000 Penalty: 4767.584473
	Iteration 1F: 3 clusters Score -1330305 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1330857.250000 Penalty: 4767.584473
	Iteration 2F: 3 clusters Score -1330857 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1331434.250000 Penalty: 4767.584473
	Iteration 3F: 3 clusters Score -1331434 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1332035.750000 Penalty: 4767.584473
	Iteration 4F: 3 clusters Score -1332036 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1332689.375000 Penalty: 4767.584473
	Iteration 5F: 3 clusters Score -1332689 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1333363.000000 Penalty: 4767.584473
	Iteration 6F: 3 clusters Score -1333363 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1334005.375000 Penalty: 4767.584473
	Iteration 7F: 3 clusters Score -1334005 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1334574.500000 Penalty: 4767.584473
	Iteration 8F: 3 clusters Score -1334574 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1335068.000000 Penalty: 4767.584473
	Iteration 9Q: 3 clusters Score -1335068 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1335383.875000 Penalty: 4767.584473
	Iteration 10Q: 3 clusters Score -1335384 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1335608.250000 Penalty: 4767.584473
	Iteration 11Q: 3 clusters Score -1335608 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1335783.375000 Penalty: 4767.584473
	Iteration 12Q: 3 clusters Score -1335783 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1335910.500000 Penalty: 4767.584473
	Iteration 13Q: 3 clusters Score -1335910 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1335984.625000 Penalty: 4767.584473
	Iteration 14Q: 3 clusters Score -1335985 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1336039.125000 Penalty: 4767.584473
	Iteration 15Q: 3 clusters Score -1336039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1336078.500000 Penalty: 4767.584473
	Iteration 16Q: 3 clusters Score -1336078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1336114.000000 Penalty: 4767.584473
	Iteration 17Q: 3 clusters Score -1336114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1336146.250000 Penalty: 4767.584473
	Iteration 18Q: 3 clusters Score -1336146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1336168.250000 Penalty: 4767.584473
	Iteration 19Q: 3 clusters Score -1336168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1336177.875000 Penalty: 4767.584473
	Iteration 20F: 3 clusters Score -1336178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1336188.500000 Penalty: 4767.584473
	Iteration 21Q: 3 clusters Score -1336188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1336207.125000 Penalty: 4767.584473
	Iteration 22Q: 3 clusters Score -1336207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1336224.500000 Penalty: 4767.584473
	Iteration 23Q: 3 clusters Score -1336224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1336237.750000 Penalty: 4767.584473
	Iteration 24Q: 3 clusters Score -1336238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1336245.375000 Penalty: 4767.584473
	Iteration 25Q: 3 clusters Score -1336245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1336266.125000 Penalty: 4767.584473
	Iteration 26Q: 3 clusters Score -1336266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1336276.250000 Penalty: 4767.584473
	Iteration 27Q: 3 clusters Score -1336276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1336288.750000 Penalty: 4767.584473
	Iteration 28Q: 3 clusters Score -1336289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1336295.500000 Penalty: 4767.584473
	Iteration 29Q: 3 clusters Score -1336296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1336296.875000 Penalty: 4767.584473
	Iteration 30Q: 3 clusters Score -1336297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1336301.625000 Penalty: 4767.584473
	Iteration 31Q: 3 clusters Score -1336302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1336306.625000 Penalty: 4767.584473
	Iteration 32Q: 3 clusters Score -1336307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1336305.500000 Penalty: 4767.584473
	Iteration 33Q: 3 clusters Score -1336306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1336306.125000 Penalty: 4767.584473
	Iteration 34Q: 3 clusters Score -1336306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1336310.000000 Penalty: 4767.584473
	Iteration 35Q: 3 clusters Score -1336310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1336311.375000 Penalty: 4767.584473
	Iteration 36Q: 3 clusters Score -1336311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1336313.125000 Penalty: 4767.584473
	Iteration 37Q: 3 clusters Score -1336313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1336316.375000 Penalty: 4767.584473
	Iteration 38Q: 3 clusters Score -1336316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1336322.750000 Penalty: 4767.584473
	Iteration 39Q: 3 clusters Score -1336323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1336323.625000 Penalty: 4767.584473
	Iteration 40F: 3 clusters Score -1336324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1336328.125000 Penalty: 4767.584473
	Iteration 41Q: 3 clusters Score -1336328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1336328.875000 Penalty: 4767.584473
	Iteration 42Q: 3 clusters Score -1336329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1336330.500000 Penalty: 4767.584473
	Iteration 43Q: 3 clusters Score -1336330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1336330.500000 Penalty: 4767.584473
	Iteration 44F: 3 clusters Score -1336330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Entering Unmasked Estep 
Score: -13609736.000000 Penalty: 2958.067871
	Iteration 0F: 2 clusters Score -1.360974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -13508009.000000 Penalty: 5916.135742
	Iteration 0F: 3 clusters Score -1.350801e+07 nChanged 72524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -13550147.000000 Penalty: 5916.135742
	Iteration 1F: 3 clusters Score -1.355015e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -13550970.000000 Penalty: 5916.135742
	Iteration 2Q: 3 clusters Score -1.355097e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -13552054.000000 Penalty: 5916.135742
	Iteration 3Q: 3 clusters Score -1.355205e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -13553467.000000 Penalty: 5916.135742
	Iteration 4Q: 3 clusters Score -1.355347e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -13555441.000000 Penalty: 5916.135742
	Iteration 5Q: 3 clusters Score -1.355544e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -13558521.000000 Penalty: 5916.135742
	Iteration 6Q: 3 clusters Score -1.355852e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -13563353.000000 Penalty: 5916.135742
	Iteration 7F: 3 clusters Score -1.356335e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -13570382.000000 Penalty: 5916.135742
	Iteration 8F: 3 clusters Score -1.357038e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -13579358.000000 Penalty: 5916.135742
	Iteration 9F: 3 clusters Score -1.357936e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128794 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -13588424.000000 Penalty: 5916.135742
	Iteration 10F: 3 clusters Score -1.358842e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136892 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -13595875.000000 Penalty: 5916.135742
	Iteration 11F: 3 clusters Score -1.359588e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -13600908.000000 Penalty: 5916.135742
	Iteration 12Q: 3 clusters Score -1.360091e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -13603826.000000 Penalty: 5916.135742
	Iteration 13Q: 3 clusters Score -1.360383e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148290 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13605429.000000 Penalty: 5916.135742
	Iteration 14Q: 3 clusters Score -1.360543e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -13606244.000000 Penalty: 5916.135742
	Iteration 15Q: 3 clusters Score -1.360624e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13606612.000000 Penalty: 5916.135742
	Iteration 16Q: 3 clusters Score -1.360661e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13606883.000000 Penalty: 5916.135742
	Iteration 17Q: 3 clusters Score -1.360688e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13607004.000000 Penalty: 5916.135742
	Iteration 18Q: 3 clusters Score -1.3607e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13607103.000000 Penalty: 5916.135742
	Iteration 19Q: 3 clusters Score -1.36071e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150544 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13607148.000000 Penalty: 5916.135742
	Iteration 20F: 3 clusters Score -1.360715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13607194.000000 Penalty: 5916.135742
	Iteration 21Q: 3 clusters Score -1.360719e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150609 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13607230.000000 Penalty: 5916.135742
	Iteration 22Q: 3 clusters Score -1.360723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13607265.000000 Penalty: 5916.135742
	Iteration 23Q: 3 clusters Score -1.360726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13607277.000000 Penalty: 5916.135742
	Iteration 24Q: 3 clusters Score -1.360728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13607272.000000 Penalty: 5916.135742
	Iteration 25Q: 3 clusters Score -1.360727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13607283.000000 Penalty: 5916.135742
	Iteration 26Q: 3 clusters Score -1.360728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150664 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13607289.000000 Penalty: 5916.135742
	Iteration 27Q: 3 clusters Score -1.360729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13607297.000000 Penalty: 5916.135742
	Iteration 28Q: 3 clusters Score -1.36073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13607296.000000 Penalty: 5916.135742
	Iteration 29Q: 3 clusters Score -1.36073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13607316.000000 Penalty: 5916.135742
	Iteration 30Q: 3 clusters Score -1.360732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13607315.000000 Penalty: 5916.135742
	Iteration 31Q: 3 clusters Score -1.360732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13607306.000000 Penalty: 5916.135742
	Iteration 32Q: 3 clusters Score -1.360731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13607317.000000 Penalty: 5916.135742
	Iteration 33Q: 3 clusters Score -1.360732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13607322.000000 Penalty: 5916.135742
	Iteration 34Q: 3 clusters Score -1.360732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13607324.000000 Penalty: 5916.135742
	Iteration 35Q: 3 clusters Score -1.360732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13607329.000000 Penalty: 5916.135742
	Iteration 36Q: 3 clusters Score -1.360733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13607332.000000 Penalty: 5916.135742
	Iteration 37Q: 3 clusters Score -1.360733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13607331.000000 Penalty: 5916.135742
	Iteration 38Q: 3 clusters Score -1.360733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13607331.000000 Penalty: 5916.135742
	Iteration 39Q: 3 clusters Score -1.360733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13607331.000000 Penalty: 5916.135742
	Iteration 40F: 3 clusters Score -1.360733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -212268.968750 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -212269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209245.203125 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -209245.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -209876.921875 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -209876.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -210022.093750 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -210022.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -210105.343750 Penalty: 3899.607666
	Iteration 3Q: 3 clusters Score -210105.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -210186.421875 Penalty: 3899.607666
	Iteration 4Q: 3 clusters Score -210186.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -210231.765625 Penalty: 3899.607666
	Iteration 5Q: 3 clusters Score -210231.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210270.406250 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -210270.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -210308.390625 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -210308.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -210335.203125 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -210335.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -210352.328125 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -210352.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -210366.140625 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -210366.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -210375.437500 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -210375.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -210385.343750 Penalty: 3899.607666
	Iteration 12Q: 3 clusters Score -210385.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -210393.734375 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -210393.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -210400.531250 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -210400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -210407.328125 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -210407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -210414.265625 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -210414.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -210421.859375 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -210421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -210424.562500 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -210424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -210427.328125 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -210427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -210430.625000 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -210430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -210434.734375 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -210434.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -210443.718750 Penalty: 3899.607666
	Iteration 22Q: 3 clusters Score -210443.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -210456.828125 Penalty: 3899.607666
	Iteration 23Q: 3 clusters Score -210456.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210470.156250 Penalty: 3899.607666
	Iteration 24Q: 3 clusters Score -210470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -210489.578125 Penalty: 3899.607666
	Iteration 25Q: 3 clusters Score -210489.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -210506.453125 Penalty: 3899.607666
	Iteration 26Q: 3 clusters Score -210506.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -210514.406250 Penalty: 3899.607666
	Iteration 27Q: 3 clusters Score -210514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -210521.765625 Penalty: 3899.607666
	Iteration 28Q: 3 clusters Score -210521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -210530.843750 Penalty: 3899.607666
	Iteration 29Q: 3 clusters Score -210530.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -210540.890625 Penalty: 3899.607666
	Iteration 30Q: 3 clusters Score -210540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -210549.187500 Penalty: 3899.607666
	Iteration 31Q: 3 clusters Score -210549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -210556.015625 Penalty: 3899.607666
	Iteration 32Q: 3 clusters Score -210556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -210559.078125 Penalty: 3899.607666
	Iteration 33Q: 3 clusters Score -210559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -210561.250000 Penalty: 3899.607666
	Iteration 34Q: 3 clusters Score -210561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -210563.718750 Penalty: 3899.607666
	Iteration 35Q: 3 clusters Score -210563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -210567.609375 Penalty: 3899.607666
	Iteration 36Q: 3 clusters Score -210567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -210569.328125 Penalty: 3899.607666
	Iteration 37Q: 3 clusters Score -210569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -210569.328125 Penalty: 3899.607666
	Iteration 38F: 3 clusters Score -210569.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -220176.687500 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -220176.7 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 1355 members 
Entering Unmasked Estep 
Score: -217126.875000 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -217126.9 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217976.000000 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -217976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -218318.546875 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -218318.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218634.625000 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -218634.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219001.875000 Penalty: 3918.164307
	Iteration 4F: 3 clusters Score -219001.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219363.906250 Penalty: 3918.164307
	Iteration 5F: 3 clusters Score -219363.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219576.593750 Penalty: 3918.164307
	Iteration 6F: 3 clusters Score -219576.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -219671.968750 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -219672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219725.484375 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -219725.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219753.843750 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -219753.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219770.093750 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -219770.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219781.359375 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -219781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219784.875000 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -219784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -219787.390625 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -219787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219789.859375 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -219789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219792.906250 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -219792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -219794.453125 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -219794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219795.000000 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -219795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219795.000000 Penalty: 3918.164307
	Iteration 18F: 3 clusters Score -219795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 37296 members 
Mstep: Class 3 contains 202022 members 
Mstep: Class 4 contains 38934 members 
Mstep: Class 5 contains 99458 members 
Mstep: Class 6 contains 22985 members 
Mstep: Class 7 contains 421923 members 
Mstep: Class 8 contains 68736 members 
Mstep: Class 9 contains 27227 members 
Mstep: Class 10 contains 24662 members 
Mstep: Class 11 contains 122755 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 61481 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 16310 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204836 members 
Mstep: Class 22 contains 20991 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10482 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6912 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25250 members 
Mstep: Class 29 contains 16838 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151402 members 
Mstep: Class 33 contains 2597 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478896.000000 Penalty: 120993.679688
Iteration 199Q: 35 clusters Score -1.464789e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 37293 members 
Mstep: Class 3 contains 202028 members 
Mstep: Class 4 contains 38933 members 
Mstep: Class 5 contains 99233 members 
Mstep: Class 6 contains 22987 members 
Mstep: Class 7 contains 422147 members 
Mstep: Class 8 contains 68729 members 
Mstep: Class 9 contains 27227 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122733 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 61535 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 30926 members 
Mstep: Class 17 contains 16311 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204845 members 
Mstep: Class 22 contains 21004 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10466 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6913 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16836 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14943 members 
Mstep: Class 32 contains 151406 members 
Mstep: Class 33 contains 2598 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478992.000000 Penalty: 120993.679688
Iteration 200F: 35 clusters Score -1.46479e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 37293 members 
Mstep: Class 3 contains 202038 members 
Mstep: Class 4 contains 38928 members 
Mstep: Class 5 contains 99015 members 
Mstep: Class 6 contains 22993 members 
Mstep: Class 7 contains 422363 members 
Mstep: Class 8 contains 68734 members 
Mstep: Class 9 contains 27229 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122709 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 61575 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 30917 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204850 members 
Mstep: Class 22 contains 21016 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10452 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6914 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 25248 members 
Mstep: Class 29 contains 16835 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 151402 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478976.000000 Penalty: 120993.679688
Iteration 201Q: 35 clusters Score -1.46479e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 37295 members 
Mstep: Class 3 contains 202052 members 
Mstep: Class 4 contains 38927 members 
Mstep: Class 5 contains 98796 members 
Mstep: Class 6 contains 22995 members 
Mstep: Class 7 contains 422572 members 
Mstep: Class 8 contains 68725 members 
Mstep: Class 9 contains 27230 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122690 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 61607 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30917 members 
Mstep: Class 17 contains 16316 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204861 members 
Mstep: Class 22 contains 21022 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10432 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16832 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151398 members 
Mstep: Class 33 contains 2602 members 
Mstep: Class 34 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479168.000000 Penalty: 120993.679688
Iteration 202Q: 35 clusters Score -1.464792e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 37292 members 
Mstep: Class 3 contains 202056 members 
Mstep: Class 4 contains 38921 members 
Mstep: Class 5 contains 98591 members 
Mstep: Class 6 contains 22996 members 
Mstep: Class 7 contains 422774 members 
Mstep: Class 8 contains 68727 members 
Mstep: Class 9 contains 27233 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122680 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 61634 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30915 members 
Mstep: Class 17 contains 16317 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204874 members 
Mstep: Class 22 contains 21031 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10421 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6916 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25250 members 
Mstep: Class 29 contains 16826 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151394 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479056.000000 Penalty: 120993.679688
Iteration 203Q: 35 clusters Score -1.464791e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 37297 members 
Mstep: Class 3 contains 202067 members 
Mstep: Class 4 contains 38920 members 
Mstep: Class 5 contains 98398 members 
Mstep: Class 6 contains 22998 members 
Mstep: Class 7 contains 422951 members 
Mstep: Class 8 contains 68719 members 
Mstep: Class 9 contains 27238 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122676 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 61657 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30909 members 
Mstep: Class 17 contains 16317 members 
Mstep: Class 18 contains 25998 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204892 members 
Mstep: Class 22 contains 21038 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10410 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 16823 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151391 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479088.000000 Penalty: 120993.679688
Iteration 204Q: 35 clusters Score -1.464791e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 37302 members 
Mstep: Class 3 contains 202078 members 
Mstep: Class 4 contains 38918 members 
Mstep: Class 5 contains 98230 members 
Mstep: Class 6 contains 23003 members 
Mstep: Class 7 contains 423088 members 
Mstep: Class 8 contains 68724 members 
Mstep: Class 9 contains 27238 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122678 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61682 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30907 members 
Mstep: Class 17 contains 16315 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204909 members 
Mstep: Class 22 contains 21048 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6920 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 25248 members 
Mstep: Class 29 contains 16819 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151392 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478928.000000 Penalty: 120993.679688
Iteration 205Q: 35 clusters Score -1.464789e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 202087 members 
Mstep: Class 4 contains 38911 members 
Mstep: Class 5 contains 98063 members 
Mstep: Class 6 contains 23006 members 
Mstep: Class 7 contains 423250 members 
Mstep: Class 8 contains 68726 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122665 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61705 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30903 members 
Mstep: Class 17 contains 16316 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204924 members 
Mstep: Class 22 contains 21053 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10377 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6921 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 25247 members 
Mstep: Class 29 contains 16814 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151395 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479024.000000 Penalty: 120993.679688
Iteration 206Q: 35 clusters Score -1.46479e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 37305 members 
Mstep: Class 3 contains 202102 members 
Mstep: Class 4 contains 38906 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 23007 members 
Mstep: Class 7 contains 423409 members 
Mstep: Class 8 contains 68725 members 
Mstep: Class 9 contains 27241 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122648 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61734 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30907 members 
Mstep: Class 17 contains 16317 members 
Mstep: Class 18 contains 25985 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 204944 members 
Mstep: Class 22 contains 21059 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10361 members 
Mstep: Class 25 contains 3536 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 25246 members 
Mstep: Class 29 contains 16807 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 151397 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478896.000000 Penalty: 120993.679688
Iteration 207Q: 35 clusters Score -1.464789e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 202111 members 
Mstep: Class 4 contains 38893 members 
Mstep: Class 5 contains 97688 members 
Mstep: Class 6 contains 23004 members 
Mstep: Class 7 contains 423611 members 
Mstep: Class 8 contains 68716 members 
Mstep: Class 9 contains 27243 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122638 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61760 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 30908 members 
Mstep: Class 17 contains 16318 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3107 members 
Mstep: Class 21 contains 204971 members 
Mstep: Class 22 contains 21063 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10341 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6925 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 25246 members 
Mstep: Class 29 contains 16801 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 151398 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478976.000000 Penalty: 120993.679688
Iteration 208Q: 35 clusters Score -1.46479e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 37314 members 
Mstep: Class 3 contains 202102 members 
Mstep: Class 4 contains 38887 members 
Mstep: Class 5 contains 97517 members 
Mstep: Class 6 contains 23004 members 
Mstep: Class 7 contains 423781 members 
Mstep: Class 8 contains 68719 members 
Mstep: Class 9 contains 27242 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122642 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61777 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30908 members 
Mstep: Class 17 contains 16318 members 
Mstep: Class 18 contains 25975 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3107 members 
Mstep: Class 21 contains 204990 members 
Mstep: Class 22 contains 21065 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10332 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6930 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 25245 members 
Mstep: Class 29 contains 16792 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151400 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479024.000000 Penalty: 120993.679688
Iteration 209Q: 35 clusters Score -1.46479e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 37325 members 
Mstep: Class 3 contains 202104 members 
Mstep: Class 4 contains 38882 members 
Mstep: Class 5 contains 97343 members 
Mstep: Class 6 contains 23010 members 
Mstep: Class 7 contains 423943 members 
Mstep: Class 8 contains 68725 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122645 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61792 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30902 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25976 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3107 members 
Mstep: Class 21 contains 205009 members 
Mstep: Class 22 contains 21069 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10320 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6930 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25245 members 
Mstep: Class 29 contains 16784 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151399 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478880.000000 Penalty: 120993.679688
Iteration 210Q: 35 clusters Score -1.464789e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 37327 members 
Mstep: Class 3 contains 202101 members 
Mstep: Class 4 contains 38879 members 
Mstep: Class 5 contains 97178 members 
Mstep: Class 6 contains 23010 members 
Mstep: Class 7 contains 424102 members 
Mstep: Class 8 contains 68729 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122643 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61817 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 30902 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25974 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3108 members 
Mstep: Class 21 contains 205027 members 
Mstep: Class 22 contains 21073 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10302 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6931 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25245 members 
Mstep: Class 29 contains 16776 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151401 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479008.000000 Penalty: 120993.679688
Iteration 211Q: 35 clusters Score -1.46479e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 37333 members 
Mstep: Class 3 contains 202094 members 
Mstep: Class 4 contains 38877 members 
Mstep: Class 5 contains 97032 members 
Mstep: Class 6 contains 23011 members 
Mstep: Class 7 contains 424236 members 
Mstep: Class 8 contains 68730 members 
Mstep: Class 9 contains 27238 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122642 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61843 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 16 contains 30898 members 
Mstep: Class 17 contains 16323 members 
Mstep: Class 18 contains 25972 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 205039 members 
Mstep: Class 22 contains 21083 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10298 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6932 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25245 members 
Mstep: Class 29 contains 16772 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14947 members 
Mstep: Class 32 contains 151402 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479008.000000 Penalty: 120993.679688
Iteration 212Q: 35 clusters Score -1.46479e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 37333 members 
Mstep: Class 3 contains 202091 members 
Mstep: Class 4 contains 38877 members 
Mstep: Class 5 contains 96903 members 
Mstep: Class 6 contains 23012 members 
Mstep: Class 7 contains 424340 members 
Mstep: Class 8 contains 68733 members 
Mstep: Class 9 contains 27239 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122637 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61866 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 16 contains 30900 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 25970 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 205059 members 
Mstep: Class 22 contains 21092 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10290 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6932 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25246 members 
Mstep: Class 29 contains 16772 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 151403 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479008.000000 Penalty: 120993.679688
Iteration 213Q: 35 clusters Score -1.46479e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37334 members 
Mstep: Class 3 contains 202092 members 
Mstep: Class 4 contains 38874 members 
Mstep: Class 5 contains 96782 members 
Mstep: Class 6 contains 23014 members 
Mstep: Class 7 contains 424463 members 
Mstep: Class 8 contains 68734 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122626 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61881 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 16 contains 30899 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 25970 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 205076 members 
Mstep: Class 22 contains 21101 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10275 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25245 members 
Mstep: Class 29 contains 16767 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 151399 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479120.000000 Penalty: 120993.679688
Iteration 214Q: 35 clusters Score -1.464791e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 37335 members 
Mstep: Class 3 contains 202093 members 
Mstep: Class 4 contains 38872 members 
Mstep: Class 5 contains 96653 members 
Mstep: Class 6 contains 23014 members 
Mstep: Class 7 contains 424619 members 
Mstep: Class 8 contains 68729 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122617 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61894 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 16 contains 30898 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 25970 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 205083 members 
Mstep: Class 22 contains 21107 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10259 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6934 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25244 members 
Mstep: Class 29 contains 16769 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14943 members 
Mstep: Class 32 contains 151398 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479136.000000 Penalty: 120993.679688
Iteration 215Q: 35 clusters Score -1.464791e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 37336 members 
Mstep: Class 3 contains 202095 members 
Mstep: Class 4 contains 38871 members 
Mstep: Class 5 contains 96521 members 
Mstep: Class 6 contains 23016 members 
Mstep: Class 7 contains 424768 members 
Mstep: Class 8 contains 68723 members 
Mstep: Class 9 contains 27239 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122604 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61917 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30893 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 25969 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 205097 members 
Mstep: Class 22 contains 21113 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10246 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6934 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25243 members 
Mstep: Class 29 contains 16767 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14943 members 
Mstep: Class 32 contains 151392 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479024.000000 Penalty: 120993.679688
Iteration 216Q: 35 clusters Score -1.46479e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 37339 members 
Mstep: Class 3 contains 202092 members 
Mstep: Class 4 contains 38876 members 
Mstep: Class 5 contains 96385 members 
Mstep: Class 6 contains 23016 members 
Mstep: Class 7 contains 424899 members 
Mstep: Class 8 contains 68725 members 
Mstep: Class 9 contains 27241 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122603 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61932 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30892 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 25967 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 205110 members 
Mstep: Class 22 contains 21124 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6934 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25239 members 
Mstep: Class 29 contains 16763 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14943 members 
Mstep: Class 32 contains 151390 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478928.000000 Penalty: 120993.679688
Iteration 217Q: 35 clusters Score -1.464789e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 37345 members 
Mstep: Class 3 contains 202097 members 
Mstep: Class 4 contains 38874 members 
Mstep: Class 5 contains 96267 members 
Mstep: Class 6 contains 23017 members 
Mstep: Class 7 contains 425031 members 
Mstep: Class 8 contains 68722 members 
Mstep: Class 9 contains 27241 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122607 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 61949 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30890 members 
Mstep: Class 17 contains 16324 members 
Mstep: Class 18 contains 25965 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 205114 members 
Mstep: Class 22 contains 21136 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25236 members 
Mstep: Class 29 contains 16762 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 14943 members 
Mstep: Class 32 contains 151388 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479152.000000 Penalty: 120993.679688
Iteration 218Q: 35 clusters Score -1.464792e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 37348 members 
Mstep: Class 3 contains 202090 members 
Mstep: Class 4 contains 38871 members 
Mstep: Class 5 contains 96150 members 
Mstep: Class 6 contains 23020 members 
Mstep: Class 7 contains 425145 members 
Mstep: Class 8 contains 68722 members 
Mstep: Class 9 contains 27242 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122607 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 61962 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30893 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 25965 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 205122 members 
Mstep: Class 22 contains 21149 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10213 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25235 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 151380 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479120.000000 Penalty: 120993.679688
Iteration 219Q: 35 clusters Score -1.464791e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 37350 members 
Mstep: Class 3 contains 202088 members 
Mstep: Class 4 contains 38871 members 
Mstep: Class 5 contains 96026 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 425264 members 
Mstep: Class 8 contains 68724 members 
Mstep: Class 9 contains 27244 members 
Mstep: Class 10 contains 24665 members 
Mstep: Class 11 contains 122605 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 61976 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30893 members 
Mstep: Class 17 contains 16324 members 
Mstep: Class 18 contains 25965 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 205130 members 
Mstep: Class 22 contains 21158 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10205 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25232 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14947 members 
Mstep: Class 32 contains 151376 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479152.000000 Penalty: 120993.679688
Iteration 220F: 35 clusters Score -1.464792e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 37349 members 
Mstep: Class 3 contains 202087 members 
Mstep: Class 4 contains 38871 members 
Mstep: Class 5 contains 95903 members 
Mstep: Class 6 contains 23020 members 
Mstep: Class 7 contains 425368 members 
Mstep: Class 8 contains 68725 members 
Mstep: Class 9 contains 27244 members 
Mstep: Class 10 contains 24664 members 
Mstep: Class 11 contains 122599 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 61996 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30892 members 
Mstep: Class 17 contains 16323 members 
Mstep: Class 18 contains 25964 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 205131 members 
Mstep: Class 22 contains 21165 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10200 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25230 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14947 members 
Mstep: Class 32 contains 151380 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479008.000000 Penalty: 120993.679688
Iteration 221Q: 35 clusters Score -1.46479e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 37348 members 
Mstep: Class 3 contains 202090 members 
Mstep: Class 4 contains 38868 members 
Mstep: Class 5 contains 95796 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 425473 members 
Mstep: Class 8 contains 68720 members 
Mstep: Class 9 contains 27245 members 
Mstep: Class 10 contains 24664 members 
Mstep: Class 11 contains 122597 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62015 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30886 members 
Mstep: Class 17 contains 16322 members 
Mstep: Class 18 contains 25963 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 205132 members 
Mstep: Class 22 contains 21170 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10196 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25226 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14947 members 
Mstep: Class 32 contains 151382 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479008.000000 Penalty: 120993.679688
Iteration 222Q: 35 clusters Score -1.46479e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 37346 members 
Mstep: Class 3 contains 202083 members 
Mstep: Class 4 contains 38865 members 
Mstep: Class 5 contains 95701 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 425577 members 
Mstep: Class 8 contains 68717 members 
Mstep: Class 9 contains 27245 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122594 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62030 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30881 members 
Mstep: Class 17 contains 16322 members 
Mstep: Class 18 contains 25961 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3137 members 
Mstep: Class 21 contains 205137 members 
Mstep: Class 22 contains 21172 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10195 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14948 members 
Mstep: Class 32 contains 151382 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479056.000000 Penalty: 120993.679688
Iteration 223Q: 35 clusters Score -1.464791e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 37345 members 
Mstep: Class 3 contains 202085 members 
Mstep: Class 4 contains 38863 members 
Mstep: Class 5 contains 95606 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 425664 members 
Mstep: Class 8 contains 68716 members 
Mstep: Class 9 contains 27248 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 122596 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62042 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30878 members 
Mstep: Class 17 contains 16322 members 
Mstep: Class 18 contains 25959 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 205142 members 
Mstep: Class 22 contains 21174 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10195 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 25218 members 
Mstep: Class 29 contains 16763 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14948 members 
Mstep: Class 32 contains 151382 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479056.000000 Penalty: 120993.679688
Iteration 224Q: 35 clusters Score -1.464791e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 37348 members 
Mstep: Class 3 contains 202086 members 
Mstep: Class 4 contains 38859 members 
Mstep: Class 5 contains 95490 members 
Mstep: Class 6 contains 23023 members 
Mstep: Class 7 contains 425777 members 
Mstep: Class 8 contains 68715 members 
Mstep: Class 9 contains 27250 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 122593 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62055 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30877 members 
Mstep: Class 17 contains 16322 members 
Mstep: Class 18 contains 25958 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205150 members 
Mstep: Class 22 contains 21176 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10187 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6934 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25214 members 
Mstep: Class 29 contains 16763 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14949 members 
Mstep: Class 32 contains 151383 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 225Q: 35 clusters Score -1.464792e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 37351 members 
Mstep: Class 3 contains 202085 members 
Mstep: Class 4 contains 38859 members 
Mstep: Class 5 contains 95375 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 425878 members 
Mstep: Class 8 contains 68714 members 
Mstep: Class 9 contains 27251 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 122594 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62070 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30876 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25958 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205158 members 
Mstep: Class 22 contains 21178 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10183 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6935 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25213 members 
Mstep: Class 29 contains 16763 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 151382 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479136.000000 Penalty: 120993.679688
Iteration 226Q: 35 clusters Score -1.464791e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 37352 members 
Mstep: Class 3 contains 202087 members 
Mstep: Class 4 contains 38858 members 
Mstep: Class 5 contains 95264 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 425987 members 
Mstep: Class 8 contains 68710 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 122591 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62086 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25958 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205164 members 
Mstep: Class 22 contains 21180 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10173 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25212 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 151381 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478928.000000 Penalty: 120993.679688
Iteration 227Q: 35 clusters Score -1.464789e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 37354 members 
Mstep: Class 3 contains 202092 members 
Mstep: Class 4 contains 38853 members 
Mstep: Class 5 contains 95178 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 426089 members 
Mstep: Class 8 contains 68705 members 
Mstep: Class 9 contains 27251 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 122588 members 
Mstep: Class 12 contains 15420 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62094 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30871 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25957 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205164 members 
Mstep: Class 22 contains 21184 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10160 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6938 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25212 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 151376 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479088.000000 Penalty: 120993.679688
Iteration 228Q: 35 clusters Score -1.464791e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 37355 members 
Mstep: Class 3 contains 202103 members 
Mstep: Class 4 contains 38846 members 
Mstep: Class 5 contains 95105 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 426164 members 
Mstep: Class 8 contains 68704 members 
Mstep: Class 9 contains 27251 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 122589 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62104 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25957 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205161 members 
Mstep: Class 22 contains 21188 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10149 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25212 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 151374 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479008.000000 Penalty: 120993.679688
Iteration 229Q: 35 clusters Score -1.46479e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 37357 members 
Mstep: Class 3 contains 202112 members 
Mstep: Class 4 contains 38837 members 
Mstep: Class 5 contains 95032 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 426231 members 
Mstep: Class 8 contains 68700 members 
Mstep: Class 9 contains 27251 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122591 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62114 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 30871 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25956 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205166 members 
Mstep: Class 22 contains 21195 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10143 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 151372 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478944.000000 Penalty: 120993.679688
Iteration 230Q: 35 clusters Score -1.464789e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 37362 members 
Mstep: Class 3 contains 202115 members 
Mstep: Class 4 contains 38835 members 
Mstep: Class 5 contains 94975 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 426289 members 
Mstep: Class 8 contains 68700 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122595 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62113 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30868 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25955 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205167 members 
Mstep: Class 22 contains 21198 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14949 members 
Mstep: Class 32 contains 151371 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479120.000000 Penalty: 120993.679688
Iteration 231Q: 35 clusters Score -1.464791e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 37367 members 
Mstep: Class 3 contains 202119 members 
Mstep: Class 4 contains 38832 members 
Mstep: Class 5 contains 94914 members 
Mstep: Class 6 contains 23025 members 
Mstep: Class 7 contains 426348 members 
Mstep: Class 8 contains 68698 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122596 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 62114 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30866 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25953 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205169 members 
Mstep: Class 22 contains 21206 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10139 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14949 members 
Mstep: Class 32 contains 151366 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479056.000000 Penalty: 120993.679688
Iteration 232Q: 35 clusters Score -1.464791e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 37368 members 
Mstep: Class 3 contains 202118 members 
Mstep: Class 4 contains 38829 members 
Mstep: Class 5 contains 94864 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 426404 members 
Mstep: Class 8 contains 68698 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122591 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 62121 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25953 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205172 members 
Mstep: Class 22 contains 21213 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14952 members 
Mstep: Class 32 contains 151361 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478944.000000 Penalty: 120993.679688
Iteration 233Q: 35 clusters Score -1.464789e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 37371 members 
Mstep: Class 3 contains 202121 members 
Mstep: Class 4 contains 38828 members 
Mstep: Class 5 contains 94800 members 
Mstep: Class 6 contains 23026 members 
Mstep: Class 7 contains 426464 members 
Mstep: Class 8 contains 68697 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122583 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 62125 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30849 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25953 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205178 members 
Mstep: Class 22 contains 21221 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14954 members 
Mstep: Class 32 contains 151358 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478912.000000 Penalty: 120993.679688
Iteration 234Q: 35 clusters Score -1.464789e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 37371 members 
Mstep: Class 3 contains 202128 members 
Mstep: Class 4 contains 38828 members 
Mstep: Class 5 contains 94733 members 
Mstep: Class 6 contains 23027 members 
Mstep: Class 7 contains 426524 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122579 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 62127 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30849 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205182 members 
Mstep: Class 22 contains 21226 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10136 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151359 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478832.000000 Penalty: 120993.679688
Iteration 235Q: 35 clusters Score -1.464788e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 37372 members 
Mstep: Class 3 contains 202139 members 
Mstep: Class 4 contains 38825 members 
Mstep: Class 5 contains 94673 members 
Mstep: Class 6 contains 23028 members 
Mstep: Class 7 contains 426567 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122577 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 62127 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205188 members 
Mstep: Class 22 contains 21232 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10136 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14955 members 
Mstep: Class 32 contains 151354 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478896.000000 Penalty: 120993.679688
Iteration 236Q: 35 clusters Score -1.464789e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 37373 members 
Mstep: Class 3 contains 202157 members 
Mstep: Class 4 contains 38822 members 
Mstep: Class 5 contains 94613 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 426617 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122572 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 62128 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 21234 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10134 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14955 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478928.000000 Penalty: 120993.679688
Iteration 237Q: 35 clusters Score -1.464789e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 37372 members 
Mstep: Class 3 contains 202165 members 
Mstep: Class 4 contains 38822 members 
Mstep: Class 5 contains 94569 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 426666 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122571 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62128 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205189 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10133 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14952 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478976.000000 Penalty: 120993.679688
Iteration 238Q: 35 clusters Score -1.46479e+08 nChanged 82
Entering ConstructFrom: 
Score: -146478976.000000 Penalty: 120993.679688
Entering ConstructFrom: 
Trying to split cluster 1 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -424923.031250 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -424923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -420748.906250 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -420748.9 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -421715.812500 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -421715.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -421876.500000 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -421876.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -421968.875000 Penalty: 4161.235352
	Iteration 3Q: 3 clusters Score -421968.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -422023.906250 Penalty: 4161.235352
	Iteration 4Q: 3 clusters Score -422023.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -422062.375000 Penalty: 4161.235352
	Iteration 5Q: 3 clusters Score -422062.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -422087.718750 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -422087.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -422106.031250 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -422106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -422118.812500 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -422118.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -422130.937500 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -422130.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -422141.000000 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -422141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -422148.093750 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -422148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -422154.125000 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -422154.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -422161.687500 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -422161.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -422168.906250 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -422168.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -422176.375000 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -422176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -422180.312500 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -422180.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -422186.625000 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -422186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -422191.000000 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -422191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -422196.312500 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -422196.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -422198.187500 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -422198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -422200.031250 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -422200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -422202.062500 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -422202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -422203.625000 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -422203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -422204.656250 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -422204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -422206.125000 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -422206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -422208.250000 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -422208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -422208.625000 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -422208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -422210.093750 Penalty: 4161.235352
	Iteration 28Q: 3 clusters Score -422210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -422209.437500 Penalty: 4161.235352
	Iteration 29Q: 3 clusters Score -422209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -422210.531250 Penalty: 4161.235352
	Iteration 30Q: 3 clusters Score -422210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -422211.093750 Penalty: 4161.235352
	Iteration 31Q: 3 clusters Score -422211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -422211.656250 Penalty: 4161.235352
	Iteration 32Q: 3 clusters Score -422211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -422211.843750 Penalty: 4161.235352
	Iteration 33Q: 3 clusters Score -422211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -422211.843750 Penalty: 4161.235352
	Iteration 34F: 3 clusters Score -422211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Entering Unmasked Estep 
Score: -3218704.750000 Penalty: 2611.125244
	Iteration 0F: 2 clusters Score -3218705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3193396.250000 Penalty: 5222.250488
	Iteration 0F: 3 clusters Score -3193396 nChanged 16890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3202688.000000 Penalty: 5222.250488
	Iteration 1F: 3 clusters Score -3202688 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3203221.250000 Penalty: 5222.250488
	Iteration 2Q: 3 clusters Score -3203221 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3203733.500000 Penalty: 5222.250488
	Iteration 3Q: 3 clusters Score -3203734 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3204312.000000 Penalty: 5222.250488
	Iteration 4Q: 3 clusters Score -3204312 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3204967.500000 Penalty: 5222.250488
	Iteration 5Q: 3 clusters Score -3204968 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3205872.500000 Penalty: 5222.250488
	Iteration 6Q: 3 clusters Score -3205872 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3207255.500000 Penalty: 5222.250488
	Iteration 7F: 3 clusters Score -3207256 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3209201.250000 Penalty: 5222.250488
	Iteration 8F: 3 clusters Score -3209201 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3211721.750000 Penalty: 5222.250488
	Iteration 9F: 3 clusters Score -3211722 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3214477.250000 Penalty: 5222.250488
	Iteration 10F: 3 clusters Score -3214477 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3216296.500000 Penalty: 5222.250488
	Iteration 11F: 3 clusters Score -3216296 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3217072.500000 Penalty: 5222.250488
	Iteration 12Q: 3 clusters Score -3217072 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3217379.000000 Penalty: 5222.250488
	Iteration 13Q: 3 clusters Score -3217379 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3217535.250000 Penalty: 5222.250488
	Iteration 14Q: 3 clusters Score -3217535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3217595.250000 Penalty: 5222.250488
	Iteration 15Q: 3 clusters Score -3217595 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3217639.000000 Penalty: 5222.250488
	Iteration 16Q: 3 clusters Score -3217639 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3217679.750000 Penalty: 5222.250488
	Iteration 17Q: 3 clusters Score -3217680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3217700.250000 Penalty: 5222.250488
	Iteration 18Q: 3 clusters Score -3217700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3217710.000000 Penalty: 5222.250488
	Iteration 19Q: 3 clusters Score -3217710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3217702.750000 Penalty: 5222.250488
	Iteration 20F: 3 clusters Score -3217703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3217709.000000 Penalty: 5222.250488
	Iteration 21Q: 3 clusters Score -3217709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3217704.750000 Penalty: 5222.250488
	Iteration 22Q: 3 clusters Score -3217705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3217699.250000 Penalty: 5222.250488
	Iteration 23Q: 3 clusters Score -3217699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3217715.250000 Penalty: 5222.250488
	Iteration 24Q: 3 clusters Score -3217715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3217717.000000 Penalty: 5222.250488
	Iteration 25Q: 3 clusters Score -3217717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3217714.750000 Penalty: 5222.250488
	Iteration 26Q: 3 clusters Score -3217715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3217713.750000 Penalty: 5222.250488
	Iteration 27Q: 3 clusters Score -3217714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3217709.250000 Penalty: 5222.250488
	Iteration 28Q: 3 clusters Score -3217709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3217715.000000 Penalty: 5222.250488
	Iteration 29Q: 3 clusters Score -3217715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3217716.000000 Penalty: 5222.250488
	Iteration 30Q: 3 clusters Score -3217716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3217714.500000 Penalty: 5222.250488
	Iteration 31Q: 3 clusters Score -3217714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3217715.750000 Penalty: 5222.250488
	Iteration 32Q: 3 clusters Score -3217716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3217713.500000 Penalty: 5222.250488
	Iteration 33Q: 3 clusters Score -3217714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3217714.750000 Penalty: 5222.250488
	Iteration 34Q: 3 clusters Score -3217715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3217715.500000 Penalty: 5222.250488
	Iteration 35Q: 3 clusters Score -3217716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3217718.250000 Penalty: 5222.250488
	Iteration 36Q: 3 clusters Score -3217718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3217717.000000 Penalty: 5222.250488
	Iteration 37Q: 3 clusters Score -3217717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3217717.250000 Penalty: 5222.250488
	Iteration 38Q: 3 clusters Score -3217717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3217715.250000 Penalty: 5222.250488
	Iteration 39Q: 3 clusters Score -3217715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3217715.250000 Penalty: 5222.250488
	Iteration 40F: 3 clusters Score -3217715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202168 members 
Entering Unmasked Estep 
Score: -17768394.000000 Penalty: 3029.779785
	Iteration 0F: 2 clusters Score -1.776839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -17632470.000000 Penalty: 6059.559570
	Iteration 0F: 3 clusters Score -1.763247e+07 nChanged 97488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -17689470.000000 Penalty: 6059.559570
	Iteration 1F: 3 clusters Score -1.768947e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -17690896.000000 Penalty: 6059.559570
	Iteration 2Q: 3 clusters Score -1.76909e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 117788 members 
Entering Unmasked Estep 
Score: -17693466.000000 Penalty: 6059.559570
	Iteration 3Q: 3 clusters Score -1.769347e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -17698254.000000 Penalty: 6059.559570
	Iteration 4Q: 3 clusters Score -1.769825e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 140468 members 
Entering Unmasked Estep 
Score: -17706990.000000 Penalty: 6059.559570
	Iteration 5F: 3 clusters Score -1.770699e+07 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -17722148.000000 Penalty: 6059.559570
	Iteration 6F: 3 clusters Score -1.772215e+07 nChanged 19458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -17741514.000000 Penalty: 6059.559570
	Iteration 7F: 3 clusters Score -1.774151e+07 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 192354 members 
Entering Unmasked Estep 
Score: -17756394.000000 Penalty: 6059.559570
	Iteration 8F: 3 clusters Score -1.775639e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 199015 members 
Entering Unmasked Estep 
Score: -17763164.000000 Penalty: 6059.559570
	Iteration 9Q: 3 clusters Score -1.776316e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 200962 members 
Entering Unmasked Estep 
Score: -17765018.000000 Penalty: 6059.559570
	Iteration 10Q: 3 clusters Score -1.776502e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 201385 members 
Entering Unmasked Estep 
Score: -17765644.000000 Penalty: 6059.559570
	Iteration 11Q: 3 clusters Score -1.776564e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 201461 members 
Entering Unmasked Estep 
Score: -17765916.000000 Penalty: 6059.559570
	Iteration 12Q: 3 clusters Score -1.776592e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 201429 members 
Entering Unmasked Estep 
Score: -17766038.000000 Penalty: 6059.559570
	Iteration 13Q: 3 clusters Score -1.776604e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 201393 members 
Entering Unmasked Estep 
Score: -17766144.000000 Penalty: 6059.559570
	Iteration 14Q: 3 clusters Score -1.776614e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 201359 members 
Entering Unmasked Estep 
Score: -17766162.000000 Penalty: 6059.559570
	Iteration 15Q: 3 clusters Score -1.776616e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 201337 members 
Entering Unmasked Estep 
Score: -17766210.000000 Penalty: 6059.559570
	Iteration 16Q: 3 clusters Score -1.776621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 201310 members 
Entering Unmasked Estep 
Score: -17766220.000000 Penalty: 6059.559570
	Iteration 17Q: 3 clusters Score -1.776622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 201281 members 
Entering Unmasked Estep 
Score: -17766232.000000 Penalty: 6059.559570
	Iteration 18Q: 3 clusters Score -1.776623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 201248 members 
Entering Unmasked Estep 
Score: -17766258.000000 Penalty: 6059.559570
	Iteration 19Q: 3 clusters Score -1.776626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 201230 members 
Entering Unmasked Estep 
Score: -17766272.000000 Penalty: 6059.559570
	Iteration 20F: 3 clusters Score -1.776627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 201208 members 
Entering Unmasked Estep 
Score: -17766310.000000 Penalty: 6059.559570
	Iteration 21Q: 3 clusters Score -1.776631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 201189 members 
Entering Unmasked Estep 
Score: -17766330.000000 Penalty: 6059.559570
	Iteration 22Q: 3 clusters Score -1.776633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 201167 members 
Entering Unmasked Estep 
Score: -17766340.000000 Penalty: 6059.559570
	Iteration 23Q: 3 clusters Score -1.776634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 201153 members 
Entering Unmasked Estep 
Score: -17766352.000000 Penalty: 6059.559570
	Iteration 24Q: 3 clusters Score -1.776635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 201130 members 
Entering Unmasked Estep 
Score: -17766368.000000 Penalty: 6059.559570
	Iteration 25Q: 3 clusters Score -1.776637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 201119 members 
Entering Unmasked Estep 
Score: -17766398.000000 Penalty: 6059.559570
	Iteration 26Q: 3 clusters Score -1.77664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 201113 members 
Entering Unmasked Estep 
Score: -17766414.000000 Penalty: 6059.559570
	Iteration 27Q: 3 clusters Score -1.776641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 201106 members 
Entering Unmasked Estep 
Score: -17766410.000000 Penalty: 6059.559570
	Iteration 28Q: 3 clusters Score -1.776641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 201099 members 
Entering Unmasked Estep 
Score: -17766400.000000 Penalty: 6059.559570
	Iteration 29Q: 3 clusters Score -1.77664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 201088 members 
Entering Unmasked Estep 
Score: -17766396.000000 Penalty: 6059.559570
	Iteration 30Q: 3 clusters Score -1.77664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 201080 members 
Entering Unmasked Estep 
Score: -17766422.000000 Penalty: 6059.559570
	Iteration 31Q: 3 clusters Score -1.776642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 201070 members 
Entering Unmasked Estep 
Score: -17766424.000000 Penalty: 6059.559570
	Iteration 32Q: 3 clusters Score -1.776642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 201066 members 
Entering Unmasked Estep 
Score: -17766442.000000 Penalty: 6059.559570
	Iteration 33Q: 3 clusters Score -1.776644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -17766446.000000 Penalty: 6059.559570
	Iteration 34Q: 3 clusters Score -1.776645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 201051 members 
Entering Unmasked Estep 
Score: -17766434.000000 Penalty: 6059.559570
	Iteration 35Q: 3 clusters Score -1.776643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 201041 members 
Entering Unmasked Estep 
Score: -17766442.000000 Penalty: 6059.559570
	Iteration 36Q: 3 clusters Score -1.776644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 201039 members 
Entering Unmasked Estep 
Score: -17766444.000000 Penalty: 6059.559570
	Iteration 37Q: 3 clusters Score -1.776644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 201038 members 
Entering Unmasked Estep 
Score: -17766446.000000 Penalty: 6059.559570
	Iteration 38Q: 3 clusters Score -1.776645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 201036 members 
Entering Unmasked Estep 
Score: -17766448.000000 Penalty: 6059.559570
	Iteration 39Q: 3 clusters Score -1.776645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 201033 members 
Entering Unmasked Estep 
Score: -17766440.000000 Penalty: 6059.559570
	Iteration 40F: 3 clusters Score -1.776644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 201030 members 
Entering Unmasked Estep 
Score: -17766462.000000 Penalty: 6059.559570
	Iteration 41Q: 3 clusters Score -1.776646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 201024 members 
Entering Unmasked Estep 
Score: -17766464.000000 Penalty: 6059.559570
	Iteration 42Q: 3 clusters Score -1.776646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 201016 members 
Entering Unmasked Estep 
Score: -17766468.000000 Penalty: 6059.559570
	Iteration 43Q: 3 clusters Score -1.776647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 201011 members 
Entering Unmasked Estep 
Score: -17766474.000000 Penalty: 6059.559570
	Iteration 44Q: 3 clusters Score -1.776647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 201004 members 
Entering Unmasked Estep 
Score: -17766470.000000 Penalty: 6059.559570
	Iteration 45Q: 3 clusters Score -1.776647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 201004 members 
Entering Unmasked Estep 
Score: -17766470.000000 Penalty: 6059.559570
	Iteration 46F: 3 clusters Score -1.776647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Entering Unmasked Estep 
Score: -3542236.500000 Penalty: 2620.513672
	Iteration 0F: 2 clusters Score -3542236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3516063.000000 Penalty: 5241.027344
	Iteration 0F: 3 clusters Score -3516063 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3525783.500000 Penalty: 5241.027344
	Iteration 1F: 3 clusters Score -3525784 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3526291.500000 Penalty: 5241.027344
	Iteration 2Q: 3 clusters Score -3526292 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3526817.000000 Penalty: 5241.027344
	Iteration 3Q: 3 clusters Score -3526817 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3527454.500000 Penalty: 5241.027344
	Iteration 4Q: 3 clusters Score -3527454 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3528259.500000 Penalty: 5241.027344
	Iteration 5Q: 3 clusters Score -3528260 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3529389.500000 Penalty: 5241.027344
	Iteration 6Q: 3 clusters Score -3529390 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3530890.000000 Penalty: 5241.027344
	Iteration 7F: 3 clusters Score -3530890 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3532671.250000 Penalty: 5241.027344
	Iteration 8F: 3 clusters Score -3532671 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3534508.250000 Penalty: 5241.027344
	Iteration 9F: 3 clusters Score -3534508 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -3536073.250000 Penalty: 5241.027344
	Iteration 10Q: 3 clusters Score -3536073 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -3537401.000000 Penalty: 5241.027344
	Iteration 11Q: 3 clusters Score -3537401 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3538340.250000 Penalty: 5241.027344
	Iteration 12Q: 3 clusters Score -3538340 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -3538960.250000 Penalty: 5241.027344
	Iteration 13Q: 3 clusters Score -3538960 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3539332.000000 Penalty: 5241.027344
	Iteration 14Q: 3 clusters Score -3539332 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -3539566.000000 Penalty: 5241.027344
	Iteration 15Q: 3 clusters Score -3539566 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -3539747.000000 Penalty: 5241.027344
	Iteration 16Q: 3 clusters Score -3539747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -3539837.000000 Penalty: 5241.027344
	Iteration 17Q: 3 clusters Score -3539837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -3539891.750000 Penalty: 5241.027344
	Iteration 18Q: 3 clusters Score -3539892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -3539918.750000 Penalty: 5241.027344
	Iteration 19Q: 3 clusters Score -3539919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -3539956.250000 Penalty: 5241.027344
	Iteration 20F: 3 clusters Score -3539956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -3539968.250000 Penalty: 5241.027344
	Iteration 21Q: 3 clusters Score -3539968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -3539977.250000 Penalty: 5241.027344
	Iteration 22Q: 3 clusters Score -3539977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -3539981.000000 Penalty: 5241.027344
	Iteration 23Q: 3 clusters Score -3539981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3539987.500000 Penalty: 5241.027344
	Iteration 24Q: 3 clusters Score -3539988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -3539994.500000 Penalty: 5241.027344
	Iteration 25Q: 3 clusters Score -3539994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -3539995.500000 Penalty: 5241.027344
	Iteration 26Q: 3 clusters Score -3539996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -3540000.750000 Penalty: 5241.027344
	Iteration 27Q: 3 clusters Score -3540001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -3540003.500000 Penalty: 5241.027344
	Iteration 28Q: 3 clusters Score -3540004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -3540004.000000 Penalty: 5241.027344
	Iteration 29Q: 3 clusters Score -3540004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -3540008.000000 Penalty: 5241.027344
	Iteration 30Q: 3 clusters Score -3540008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -3540014.750000 Penalty: 5241.027344
	Iteration 31Q: 3 clusters Score -3540015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -3540018.000000 Penalty: 5241.027344
	Iteration 32Q: 3 clusters Score -3540018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -3540022.750000 Penalty: 5241.027344
	Iteration 33Q: 3 clusters Score -3540023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -3540022.250000 Penalty: 5241.027344
	Iteration 34Q: 3 clusters Score -3540022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -3540026.250000 Penalty: 5241.027344
	Iteration 35Q: 3 clusters Score -3540026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -3540027.250000 Penalty: 5241.027344
	Iteration 36Q: 3 clusters Score -3540027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -3540028.750000 Penalty: 5241.027344
	Iteration 37Q: 3 clusters Score -3540029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -3540029.500000 Penalty: 5241.027344
	Iteration 38Q: 3 clusters Score -3540030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -3540031.250000 Penalty: 5241.027344
	Iteration 39Q: 3 clusters Score -3540031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -3540034.500000 Penalty: 5241.027344
	Iteration 40F: 3 clusters Score -3540034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Entering Unmasked Estep 
Score: -8481086.000000 Penalty: 2841.241699
	Iteration 0F: 2 clusters Score -8481086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -8417660.000000 Penalty: 5682.483398
	Iteration 0F: 3 clusters Score -8417660 nChanged 44747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8443451.000000 Penalty: 5682.483398
	Iteration 1F: 3 clusters Score -8443451 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8444207.000000 Penalty: 5682.483398
	Iteration 2Q: 3 clusters Score -8444207 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8445174.000000 Penalty: 5682.483398
	Iteration 3Q: 3 clusters Score -8445174 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -8446718.000000 Penalty: 5682.483398
	Iteration 4Q: 3 clusters Score -8446718 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -8449699.000000 Penalty: 5682.483398
	Iteration 5F: 3 clusters Score -8449699 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -8454658.000000 Penalty: 5682.483398
	Iteration 6F: 3 clusters Score -8454658 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -8461592.000000 Penalty: 5682.483398
	Iteration 7F: 3 clusters Score -8461592 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -8468492.000000 Penalty: 5682.483398
	Iteration 8F: 3 clusters Score -8468492 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -8473422.000000 Penalty: 5682.483398
	Iteration 9F: 3 clusters Score -8473422 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -8476094.000000 Penalty: 5682.483398
	Iteration 10Q: 3 clusters Score -8476094 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -8477192.000000 Penalty: 5682.483398
	Iteration 11Q: 3 clusters Score -8477192 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -8477751.000000 Penalty: 5682.483398
	Iteration 12Q: 3 clusters Score -8477751 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -8478120.000000 Penalty: 5682.483398
	Iteration 13Q: 3 clusters Score -8478120 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -8478348.000000 Penalty: 5682.483398
	Iteration 14Q: 3 clusters Score -8478348 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8478513.000000 Penalty: 5682.483398
	Iteration 15Q: 3 clusters Score -8478513 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -8478630.000000 Penalty: 5682.483398
	Iteration 16Q: 3 clusters Score -8478630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -8478710.000000 Penalty: 5682.483398
	Iteration 17Q: 3 clusters Score -8478710 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8478795.000000 Penalty: 5682.483398
	Iteration 18Q: 3 clusters Score -8478795 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -8478826.000000 Penalty: 5682.483398
	Iteration 19Q: 3 clusters Score -8478826 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -8478838.000000 Penalty: 5682.483398
	Iteration 20F: 3 clusters Score -8478838 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8478887.000000 Penalty: 5682.483398
	Iteration 21Q: 3 clusters Score -8478887 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -8478933.000000 Penalty: 5682.483398
	Iteration 22Q: 3 clusters Score -8478933 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -8478977.000000 Penalty: 5682.483398
	Iteration 23Q: 3 clusters Score -8478977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8479011.000000 Penalty: 5682.483398
	Iteration 24Q: 3 clusters Score -8479011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -8479045.000000 Penalty: 5682.483398
	Iteration 25Q: 3 clusters Score -8479045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8479089.000000 Penalty: 5682.483398
	Iteration 26Q: 3 clusters Score -8479089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8479127.000000 Penalty: 5682.483398
	Iteration 27Q: 3 clusters Score -8479127 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8479154.000000 Penalty: 5682.483398
	Iteration 28Q: 3 clusters Score -8479154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8479166.000000 Penalty: 5682.483398
	Iteration 29Q: 3 clusters Score -8479166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8479184.000000 Penalty: 5682.483398
	Iteration 30Q: 3 clusters Score -8479184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8479223.000000 Penalty: 5682.483398
	Iteration 31Q: 3 clusters Score -8479223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8479221.000000 Penalty: 5682.483398
	Iteration 32Q: 3 clusters Score -8479221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8479248.000000 Penalty: 5682.483398
	Iteration 33Q: 3 clusters Score -8479248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8479284.000000 Penalty: 5682.483398
	Iteration 34Q: 3 clusters Score -8479284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8479287.000000 Penalty: 5682.483398
	Iteration 35Q: 3 clusters Score -8479287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8479294.000000 Penalty: 5682.483398
	Iteration 36Q: 3 clusters Score -8479294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -8479303.000000 Penalty: 5682.483398
	Iteration 37Q: 3 clusters Score -8479303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8479303.000000 Penalty: 5682.483398
	Iteration 38Q: 3 clusters Score -8479303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8479320.000000 Penalty: 5682.483398
	Iteration 39Q: 3 clusters Score -8479320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8479321.000000 Penalty: 5682.483398
	Iteration 40F: 3 clusters Score -8479321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8479311.000000 Penalty: 5682.483398
	Iteration 41Q: 3 clusters Score -8479311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8479335.000000 Penalty: 5682.483398
	Iteration 42Q: 3 clusters Score -8479335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8479349.000000 Penalty: 5682.483398
	Iteration 43Q: 3 clusters Score -8479349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8479351.000000 Penalty: 5682.483398
	Iteration 44Q: 3 clusters Score -8479351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8479350.000000 Penalty: 5682.483398
	Iteration 45Q: 3 clusters Score -8479350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8479358.000000 Penalty: 5682.483398
	Iteration 46Q: 3 clusters Score -8479358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8479352.000000 Penalty: 5682.483398
	Iteration 47Q: 3 clusters Score -8479352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8479356.000000 Penalty: 5682.483398
	Iteration 48Q: 3 clusters Score -8479356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8479369.000000 Penalty: 5682.483398
	Iteration 49Q: 3 clusters Score -8479369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8479354.000000 Penalty: 5682.483398
	Iteration 50Q: 3 clusters Score -8479354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8479364.000000 Penalty: 5682.483398
	Iteration 51Q: 3 clusters Score -8479364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8479367.000000 Penalty: 5682.483398
	Iteration 52Q: 3 clusters Score -8479367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8479374.000000 Penalty: 5682.483398
	Iteration 53Q: 3 clusters Score -8479374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8479385.000000 Penalty: 5682.483398
	Iteration 54Q: 3 clusters Score -8479385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8479392.000000 Penalty: 5682.483398
	Iteration 55Q: 3 clusters Score -8479392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8479383.000000 Penalty: 5682.483398
	Iteration 56Q: 3 clusters Score -8479383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8479365.000000 Penalty: 5682.483398
	Iteration 57Q: 3 clusters Score -8479365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8479375.000000 Penalty: 5682.483398
	Iteration 58Q: 3 clusters Score -8479375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8479373.000000 Penalty: 5682.483398
	Iteration 59Q: 3 clusters Score -8479373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8479381.000000 Penalty: 5682.483398
	Iteration 60F: 3 clusters Score -8479381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8479384.000000 Penalty: 5682.483398
	Iteration 61Q: 3 clusters Score -8479384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8479381.000000 Penalty: 5682.483398
	Iteration 62Q: 3 clusters Score -8479381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8479381.000000 Penalty: 5682.483398
	Iteration 63Q: 3 clusters Score -8479381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8479392.000000 Penalty: 5682.483398
	Iteration 64Q: 3 clusters Score -8479392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8479391.000000 Penalty: 5682.483398
	Iteration 65Q: 3 clusters Score -8479391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8479395.000000 Penalty: 5682.483398
	Iteration 66Q: 3 clusters Score -8479395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8479398.000000 Penalty: 5682.483398
	Iteration 67Q: 3 clusters Score -8479398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8479398.000000 Penalty: 5682.483398
	Iteration 68Q: 3 clusters Score -8479398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8479391.000000 Penalty: 5682.483398
	Iteration 69Q: 3 clusters Score -8479391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8479386.000000 Penalty: 5682.483398
	Iteration 70Q: 3 clusters Score -8479386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8479394.000000 Penalty: 5682.483398
	Iteration 71Q: 3 clusters Score -8479394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8479394.000000 Penalty: 5682.483398
	Iteration 72Q: 3 clusters Score -8479394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8479395.000000 Penalty: 5682.483398
	Iteration 73Q: 3 clusters Score -8479395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 5682.483398
	Iteration 74Q: 3 clusters Score -8479401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8479395.000000 Penalty: 5682.483398
	Iteration 75Q: 3 clusters Score -8479395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5682.483398
	Iteration 76Q: 3 clusters Score -8479397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 5682.483398
	Iteration 77Q: 3 clusters Score -8479396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 5682.483398
	Iteration 78F: 3 clusters Score -8479396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Entering Unmasked Estep 
Score: -1943672.250000 Penalty: 2491.049072
	Iteration 0F: 2 clusters Score -1943672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1927654.625000 Penalty: 4982.098145
	Iteration 0F: 3 clusters Score -1927655 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1933512.000000 Penalty: 4982.098145
	Iteration 1F: 3 clusters Score -1933512 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1934148.375000 Penalty: 4982.098145
	Iteration 2F: 3 clusters Score -1934148 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1934720.875000 Penalty: 4982.098145
	Iteration 3F: 3 clusters Score -1934721 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1935269.375000 Penalty: 4982.098145
	Iteration 4Q: 3 clusters Score -1935269 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1935840.000000 Penalty: 4982.098145
	Iteration 5Q: 3 clusters Score -1935840 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1936407.625000 Penalty: 4982.098145
	Iteration 6Q: 3 clusters Score -1936408 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1936953.500000 Penalty: 4982.098145
	Iteration 7Q: 3 clusters Score -1936954 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1937504.000000 Penalty: 4982.098145
	Iteration 8Q: 3 clusters Score -1937504 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1937957.500000 Penalty: 4982.098145
	Iteration 9Q: 3 clusters Score -1937958 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1938379.000000 Penalty: 4982.098145
	Iteration 10Q: 3 clusters Score -1938379 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1938760.000000 Penalty: 4982.098145
	Iteration 11Q: 3 clusters Score -1938760 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1939073.000000 Penalty: 4982.098145
	Iteration 12Q: 3 clusters Score -1939073 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1939309.375000 Penalty: 4982.098145
	Iteration 13Q: 3 clusters Score -1939309 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1939499.750000 Penalty: 4982.098145
	Iteration 14Q: 3 clusters Score -1939500 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1939654.875000 Penalty: 4982.098145
	Iteration 15Q: 3 clusters Score -1939655 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1939791.625000 Penalty: 4982.098145
	Iteration 16Q: 3 clusters Score -1939792 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1939887.000000 Penalty: 4982.098145
	Iteration 17Q: 3 clusters Score -1939887 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1939976.750000 Penalty: 4982.098145
	Iteration 18Q: 3 clusters Score -1939977 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1940046.000000 Penalty: 4982.098145
	Iteration 19Q: 3 clusters Score -1940046 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1940103.750000 Penalty: 4982.098145
	Iteration 20F: 3 clusters Score -1940104 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1940165.500000 Penalty: 4982.098145
	Iteration 21Q: 3 clusters Score -1940166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1940212.625000 Penalty: 4982.098145
	Iteration 22Q: 3 clusters Score -1940213 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1940294.250000 Penalty: 4982.098145
	Iteration 23Q: 3 clusters Score -1940294 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1940361.875000 Penalty: 4982.098145
	Iteration 24Q: 3 clusters Score -1940362 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1940461.000000 Penalty: 4982.098145
	Iteration 25Q: 3 clusters Score -1940461 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1940567.250000 Penalty: 4982.098145
	Iteration 26Q: 3 clusters Score -1940567 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1940734.000000 Penalty: 4982.098145
	Iteration 27Q: 3 clusters Score -1940734 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1940969.750000 Penalty: 4982.098145
	Iteration 28Q: 3 clusters Score -1940970 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1941379.500000 Penalty: 4982.098145
	Iteration 29Q: 3 clusters Score -1941380 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1941930.875000 Penalty: 4982.098145
	Iteration 30Q: 3 clusters Score -1941931 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1942463.625000 Penalty: 4982.098145
	Iteration 31Q: 3 clusters Score -1942464 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1942922.750000 Penalty: 4982.098145
	Iteration 32Q: 3 clusters Score -1942923 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1943240.500000 Penalty: 4982.098145
	Iteration 33Q: 3 clusters Score -1943240 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1943451.250000 Penalty: 4982.098145
	Iteration 34Q: 3 clusters Score -1943451 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1943574.375000 Penalty: 4982.098145
	Iteration 35Q: 3 clusters Score -1943574 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1943656.250000 Penalty: 4982.098145
	Iteration 36Q: 3 clusters Score -1943656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1943700.875000 Penalty: 4982.098145
	Iteration 37Q: 3 clusters Score -1943701 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1943727.625000 Penalty: 4982.098145
	Iteration 38Q: 3 clusters Score -1943728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1943750.750000 Penalty: 4982.098145
	Iteration 39Q: 3 clusters Score -1943751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1943782.750000 Penalty: 4982.098145
	Iteration 40F: 3 clusters Score -1943783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1943800.875000 Penalty: 4982.098145
	Iteration 41Q: 3 clusters Score -1943801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1943812.250000 Penalty: 4982.098145
	Iteration 42Q: 3 clusters Score -1943812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1943806.500000 Penalty: 4982.098145
	Iteration 43Q: 3 clusters Score -1943806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1943816.375000 Penalty: 4982.098145
	Iteration 44Q: 3 clusters Score -1943816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1943817.250000 Penalty: 4982.098145
	Iteration 45Q: 3 clusters Score -1943817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1943819.250000 Penalty: 4982.098145
	Iteration 46Q: 3 clusters Score -1943819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1943824.375000 Penalty: 4982.098145
	Iteration 47Q: 3 clusters Score -1943824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1943820.500000 Penalty: 4982.098145
	Iteration 48Q: 3 clusters Score -1943820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1943819.875000 Penalty: 4982.098145
	Iteration 49Q: 3 clusters Score -1943820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1943817.250000 Penalty: 4982.098145
	Iteration 50Q: 3 clusters Score -1943817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1943821.875000 Penalty: 4982.098145
	Iteration 51Q: 3 clusters Score -1943822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1943825.750000 Penalty: 4982.098145
	Iteration 52Q: 3 clusters Score -1943826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1943827.500000 Penalty: 4982.098145
	Iteration 53Q: 3 clusters Score -1943828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1943822.875000 Penalty: 4982.098145
	Iteration 54Q: 3 clusters Score -1943823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1943823.875000 Penalty: 4982.098145
	Iteration 55Q: 3 clusters Score -1943824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1943823.125000 Penalty: 4982.098145
	Iteration 56Q: 3 clusters Score -1943823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1943825.125000 Penalty: 4982.098145
	Iteration 57Q: 3 clusters Score -1943825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1943826.375000 Penalty: 4982.098145
	Iteration 58Q: 3 clusters Score -1943826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1943826.375000 Penalty: 4982.098145
	Iteration 59F: 3 clusters Score -1943826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 37374 members 
Mstep: Class 3 contains 202168 members 
Mstep: Class 4 contains 38816 members 
Mstep: Class 5 contains 94525 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 426714 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122571 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62124 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 21232 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10132 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 17394 members 
Entering Unmasked Estep 
Score: -146477664.000000 Penalty: 124552.312500
Splitting cluster 6 changes total score from -146478976.000000 to -146477664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (426714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426714 members 
Entering Unmasked Estep 
Score: -37643852.000000 Penalty: 3215.039551
	Iteration 0F: 2 clusters Score -3.764385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213298 members 
Mstep: Class 2 contains 213416 members 
Entering Unmasked Estep 
Score: -37362428.000000 Penalty: 6430.079102
	Iteration 0F: 3 clusters Score -3.736243e+07 nChanged 208207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215879 members 
Mstep: Class 2 contains 210835 members 
Entering Unmasked Estep 
Score: -37487596.000000 Penalty: 6430.079102
	Iteration 1F: 3 clusters Score -3.74876e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217718 members 
Mstep: Class 2 contains 208996 members 
Entering Unmasked Estep 
Score: -37488988.000000 Penalty: 6430.079102
	Iteration 2Q: 3 clusters Score -3.748899e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220537 members 
Mstep: Class 2 contains 206177 members 
Entering Unmasked Estep 
Score: -37490860.000000 Penalty: 6430.079102
	Iteration 3Q: 3 clusters Score -3.749086e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224868 members 
Mstep: Class 2 contains 201846 members 
Entering Unmasked Estep 
Score: -37492732.000000 Penalty: 6430.079102
	Iteration 4Q: 3 clusters Score -3.749273e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231199 members 
Mstep: Class 2 contains 195515 members 
Entering Unmasked Estep 
Score: -37495784.000000 Penalty: 6430.079102
	Iteration 5Q: 3 clusters Score -3.749578e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240380 members 
Mstep: Class 2 contains 186334 members 
Entering Unmasked Estep 
Score: -37500032.000000 Penalty: 6430.079102
	Iteration 6Q: 3 clusters Score -3.750003e+07 nChanged 17634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253812 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -37506092.000000 Penalty: 6430.079102
	Iteration 7Q: 3 clusters Score -3.750609e+07 nChanged 21435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272677 members 
Mstep: Class 2 contains 154037 members 
Entering Unmasked Estep 
Score: -37515836.000000 Penalty: 6430.079102
	Iteration 8F: 3 clusters Score -3.751584e+07 nChanged 27143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298564 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -37532172.000000 Penalty: 6430.079102
	Iteration 9F: 3 clusters Score -3.753217e+07 nChanged 32723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330941 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -37557236.000000 Penalty: 6430.079102
	Iteration 10F: 3 clusters Score -3.755724e+07 nChanged 35173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366066 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -37587896.000000 Penalty: 6430.079102
	Iteration 11F: 3 clusters Score -3.75879e+07 nChanged 29715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395779 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -37614704.000000 Penalty: 6430.079102
	Iteration 12F: 3 clusters Score -3.76147e+07 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414032 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -37631076.000000 Penalty: 6430.079102
	Iteration 13Q: 3 clusters Score -3.763108e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422011 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -37637328.000000 Penalty: 6430.079102
	Iteration 14Q: 3 clusters Score -3.763733e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424876 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -37639608.000000 Penalty: 6430.079102
	Iteration 15Q: 3 clusters Score -3.763961e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425780 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -37640456.000000 Penalty: 6430.079102
	Iteration 16Q: 3 clusters Score -3.764046e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426047 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -37640636.000000 Penalty: 6430.079102
	Iteration 17Q: 3 clusters Score -3.764064e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -37640800.000000 Penalty: 6430.079102
	Iteration 18Q: 3 clusters Score -3.76408e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426205 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -37640956.000000 Penalty: 6430.079102
	Iteration 19Q: 3 clusters Score -3.764096e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426227 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37641008.000000 Penalty: 6430.079102
	Iteration 20F: 3 clusters Score -3.764101e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426237 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37641088.000000 Penalty: 6430.079102
	Iteration 21Q: 3 clusters Score -3.764109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426231 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37641124.000000 Penalty: 6430.079102
	Iteration 22Q: 3 clusters Score -3.764112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426232 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37641148.000000 Penalty: 6430.079102
	Iteration 23Q: 3 clusters Score -3.764115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426239 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -37641180.000000 Penalty: 6430.079102
	Iteration 24Q: 3 clusters Score -3.764118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426239 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -37641180.000000 Penalty: 6430.079102
	Iteration 25Q: 3 clusters Score -3.764118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426236 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37641228.000000 Penalty: 6430.079102
	Iteration 26Q: 3 clusters Score -3.764123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426227 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37641256.000000 Penalty: 6430.079102
	Iteration 27Q: 3 clusters Score -3.764126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426221 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37641236.000000 Penalty: 6430.079102
	Iteration 28Q: 3 clusters Score -3.764124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426217 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37641268.000000 Penalty: 6430.079102
	Iteration 29Q: 3 clusters Score -3.764127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426222 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37641268.000000 Penalty: 6430.079102
	Iteration 30Q: 3 clusters Score -3.764127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426222 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37641264.000000 Penalty: 6430.079102
	Iteration 31Q: 3 clusters Score -3.764126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426221 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37641256.000000 Penalty: 6430.079102
	Iteration 32Q: 3 clusters Score -3.764126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426219 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -37641276.000000 Penalty: 6430.079102
	Iteration 33Q: 3 clusters Score -3.764128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -37641276.000000 Penalty: 6430.079102
	Iteration 34Q: 3 clusters Score -3.764128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426219 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -37641268.000000 Penalty: 6430.079102
	Iteration 35Q: 3 clusters Score -3.764127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426219 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -37641268.000000 Penalty: 6430.079102
	Iteration 36F: 3 clusters Score -3.764127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Entering Unmasked Estep 
Score: -6173914.500000 Penalty: 2762.064941
	Iteration 0F: 2 clusters Score -6173914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -6127679.500000 Penalty: 5524.129883
	Iteration 0F: 3 clusters Score -6127680 nChanged 32227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6146271.000000 Penalty: 5524.129883
	Iteration 1F: 3 clusters Score -6146271 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6147198.000000 Penalty: 5524.129883
	Iteration 2Q: 3 clusters Score -6147198 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6148328.500000 Penalty: 5524.129883
	Iteration 3Q: 3 clusters Score -6148328 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -6149722.000000 Penalty: 5524.129883
	Iteration 4Q: 3 clusters Score -6149722 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6151543.000000 Penalty: 5524.129883
	Iteration 5F: 3 clusters Score -6151543 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -6153757.000000 Penalty: 5524.129883
	Iteration 6F: 3 clusters Score -6153757 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6156574.000000 Penalty: 5524.129883
	Iteration 7F: 3 clusters Score -6156574 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6160081.000000 Penalty: 5524.129883
	Iteration 8F: 3 clusters Score -6160081 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -6163279.000000 Penalty: 5524.129883
	Iteration 9F: 3 clusters Score -6163279 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -6165609.000000 Penalty: 5524.129883
	Iteration 10Q: 3 clusters Score -6165609 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -6167133.500000 Penalty: 5524.129883
	Iteration 11Q: 3 clusters Score -6167134 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -6168201.500000 Penalty: 5524.129883
	Iteration 12Q: 3 clusters Score -6168202 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -6169072.000000 Penalty: 5524.129883
	Iteration 13Q: 3 clusters Score -6169072 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -6169720.000000 Penalty: 5524.129883
	Iteration 14Q: 3 clusters Score -6169720 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -6170283.500000 Penalty: 5524.129883
	Iteration 15Q: 3 clusters Score -6170284 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -6170798.000000 Penalty: 5524.129883
	Iteration 16Q: 3 clusters Score -6170798 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -6171182.000000 Penalty: 5524.129883
	Iteration 17Q: 3 clusters Score -6171182 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -6171492.000000 Penalty: 5524.129883
	Iteration 18Q: 3 clusters Score -6171492 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -6171730.000000 Penalty: 5524.129883
	Iteration 19Q: 3 clusters Score -6171730 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -6171887.000000 Penalty: 5524.129883
	Iteration 20F: 3 clusters Score -6171887 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -6172100.500000 Penalty: 5524.129883
	Iteration 21Q: 3 clusters Score -6172100 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -6172219.000000 Penalty: 5524.129883
	Iteration 22Q: 3 clusters Score -6172219 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -6172318.000000 Penalty: 5524.129883
	Iteration 23Q: 3 clusters Score -6172318 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -6172433.000000 Penalty: 5524.129883
	Iteration 24Q: 3 clusters Score -6172433 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -6172530.000000 Penalty: 5524.129883
	Iteration 25Q: 3 clusters Score -6172530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -6172597.500000 Penalty: 5524.129883
	Iteration 26Q: 3 clusters Score -6172598 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -6172639.500000 Penalty: 5524.129883
	Iteration 27Q: 3 clusters Score -6172640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -6172680.500000 Penalty: 5524.129883
	Iteration 28Q: 3 clusters Score -6172680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -6172710.500000 Penalty: 5524.129883
	Iteration 29Q: 3 clusters Score -6172710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -6172731.000000 Penalty: 5524.129883
	Iteration 30Q: 3 clusters Score -6172731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -6172731.500000 Penalty: 5524.129883
	Iteration 31Q: 3 clusters Score -6172732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -6172748.500000 Penalty: 5524.129883
	Iteration 32Q: 3 clusters Score -6172748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -6172747.000000 Penalty: 5524.129883
	Iteration 33Q: 3 clusters Score -6172747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -6172748.000000 Penalty: 5524.129883
	Iteration 34Q: 3 clusters Score -6172748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -6172749.500000 Penalty: 5524.129883
	Iteration 35Q: 3 clusters Score -6172750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -6172749.500000 Penalty: 5524.129883
	Iteration 36Q: 3 clusters Score -6172750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -6172754.000000 Penalty: 5524.129883
	Iteration 37Q: 3 clusters Score -6172754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -6172757.500000 Penalty: 5524.129883
	Iteration 38Q: 3 clusters Score -6172758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -6172756.500000 Penalty: 5524.129883
	Iteration 39Q: 3 clusters Score -6172756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -6172755.500000 Penalty: 5524.129883
	Iteration 40F: 3 clusters Score -6172756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -6172761.500000 Penalty: 5524.129883
	Iteration 41Q: 3 clusters Score -6172762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -6172756.500000 Penalty: 5524.129883
	Iteration 42Q: 3 clusters Score -6172756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -6172761.000000 Penalty: 5524.129883
	Iteration 43Q: 3 clusters Score -6172761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -6172753.500000 Penalty: 5524.129883
	Iteration 44Q: 3 clusters Score -6172754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -6172761.000000 Penalty: 5524.129883
	Iteration 45Q: 3 clusters Score -6172761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -6172756.500000 Penalty: 5524.129883
	Iteration 46Q: 3 clusters Score -6172756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -6172749.500000 Penalty: 5524.129883
	Iteration 47Q: 3 clusters Score -6172750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -6172742.500000 Penalty: 5524.129883
	Iteration 48Q: 3 clusters Score -6172742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -6172743.500000 Penalty: 5524.129883
	Iteration 49Q: 3 clusters Score -6172744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -6172749.000000 Penalty: 5524.129883
	Iteration 50Q: 3 clusters Score -6172749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -6172746.000000 Penalty: 5524.129883
	Iteration 51Q: 3 clusters Score -6172746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -6172747.000000 Penalty: 5524.129883
	Iteration 52Q: 3 clusters Score -6172747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -6172749.500000 Penalty: 5524.129883
	Iteration 53Q: 3 clusters Score -6172750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -6172754.500000 Penalty: 5524.129883
	Iteration 54Q: 3 clusters Score -6172754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -6172749.000000 Penalty: 5524.129883
	Iteration 55Q: 3 clusters Score -6172749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -6172753.000000 Penalty: 5524.129883
	Iteration 56Q: 3 clusters Score -6172753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -6172757.000000 Penalty: 5524.129883
	Iteration 57Q: 3 clusters Score -6172757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -6172757.000000 Penalty: 5524.129883
	Iteration 58Q: 3 clusters Score -6172757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -6172754.500000 Penalty: 5524.129883
	Iteration 59Q: 3 clusters Score -6172754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -6172754.500000 Penalty: 5524.129883
	Iteration 60F: 3 clusters Score -6172754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Entering Unmasked Estep 
Score: -2461227.500000 Penalty: 2532.794678
	Iteration 0F: 2 clusters Score -2461228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2442463.000000 Penalty: 5065.589355
	Iteration 0F: 3 clusters Score -2442463 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2449068.000000 Penalty: 5065.589355
	Iteration 1F: 3 clusters Score -2449068 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2449517.000000 Penalty: 5065.589355
	Iteration 2Q: 3 clusters Score -2449517 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2450030.750000 Penalty: 5065.589355
	Iteration 3Q: 3 clusters Score -2450031 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2450532.500000 Penalty: 5065.589355
	Iteration 4Q: 3 clusters Score -2450532 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2450941.750000 Penalty: 5065.589355
	Iteration 5Q: 3 clusters Score -2450942 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2451319.750000 Penalty: 5065.589355
	Iteration 6Q: 3 clusters Score -2451320 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2451639.500000 Penalty: 5065.589355
	Iteration 7Q: 3 clusters Score -2451640 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2451908.750000 Penalty: 5065.589355
	Iteration 8Q: 3 clusters Score -2451909 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2452136.750000 Penalty: 5065.589355
	Iteration 9Q: 3 clusters Score -2452137 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2452327.250000 Penalty: 5065.589355
	Iteration 10Q: 3 clusters Score -2452327 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2452514.000000 Penalty: 5065.589355
	Iteration 11Q: 3 clusters Score -2452514 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2452710.000000 Penalty: 5065.589355
	Iteration 12Q: 3 clusters Score -2452710 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2452943.750000 Penalty: 5065.589355
	Iteration 13Q: 3 clusters Score -2452944 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2453200.250000 Penalty: 5065.589355
	Iteration 14Q: 3 clusters Score -2453200 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2453521.250000 Penalty: 5065.589355
	Iteration 15Q: 3 clusters Score -2453521 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2453925.000000 Penalty: 5065.589355
	Iteration 16Q: 3 clusters Score -2453925 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2454381.000000 Penalty: 5065.589355
	Iteration 17Q: 3 clusters Score -2454381 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2454793.000000 Penalty: 5065.589355
	Iteration 18Q: 3 clusters Score -2454793 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2455141.750000 Penalty: 5065.589355
	Iteration 19Q: 3 clusters Score -2455142 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2455434.500000 Penalty: 5065.589355
	Iteration 20F: 3 clusters Score -2455434 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2455683.750000 Penalty: 5065.589355
	Iteration 21Q: 3 clusters Score -2455684 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2455862.000000 Penalty: 5065.589355
	Iteration 22Q: 3 clusters Score -2455862 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2456034.250000 Penalty: 5065.589355
	Iteration 23Q: 3 clusters Score -2456034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2456192.000000 Penalty: 5065.589355
	Iteration 24Q: 3 clusters Score -2456192 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2456340.250000 Penalty: 5065.589355
	Iteration 25Q: 3 clusters Score -2456340 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2456496.250000 Penalty: 5065.589355
	Iteration 26Q: 3 clusters Score -2456496 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2456669.250000 Penalty: 5065.589355
	Iteration 27Q: 3 clusters Score -2456669 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2456836.750000 Penalty: 5065.589355
	Iteration 28Q: 3 clusters Score -2456837 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2457004.000000 Penalty: 5065.589355
	Iteration 29Q: 3 clusters Score -2457004 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2457166.750000 Penalty: 5065.589355
	Iteration 30Q: 3 clusters Score -2457167 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2457310.750000 Penalty: 5065.589355
	Iteration 31Q: 3 clusters Score -2457311 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2457447.500000 Penalty: 5065.589355
	Iteration 32Q: 3 clusters Score -2457448 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2457607.750000 Penalty: 5065.589355
	Iteration 33Q: 3 clusters Score -2457608 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2457768.500000 Penalty: 5065.589355
	Iteration 34Q: 3 clusters Score -2457768 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2457921.750000 Penalty: 5065.589355
	Iteration 35Q: 3 clusters Score -2457922 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2458047.000000 Penalty: 5065.589355
	Iteration 36Q: 3 clusters Score -2458047 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2458163.250000 Penalty: 5065.589355
	Iteration 37Q: 3 clusters Score -2458163 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2458259.750000 Penalty: 5065.589355
	Iteration 38Q: 3 clusters Score -2458260 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2458355.500000 Penalty: 5065.589355
	Iteration 39Q: 3 clusters Score -2458356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2458446.000000 Penalty: 5065.589355
	Iteration 40F: 3 clusters Score -2458446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2458533.000000 Penalty: 5065.589355
	Iteration 41Q: 3 clusters Score -2458533 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2458618.500000 Penalty: 5065.589355
	Iteration 42Q: 3 clusters Score -2458618 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2458679.250000 Penalty: 5065.589355
	Iteration 43Q: 3 clusters Score -2458679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2458739.500000 Penalty: 5065.589355
	Iteration 44Q: 3 clusters Score -2458740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2458773.750000 Penalty: 5065.589355
	Iteration 45Q: 3 clusters Score -2458774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2458822.250000 Penalty: 5065.589355
	Iteration 46Q: 3 clusters Score -2458822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2458863.750000 Penalty: 5065.589355
	Iteration 47Q: 3 clusters Score -2458864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2458901.500000 Penalty: 5065.589355
	Iteration 48Q: 3 clusters Score -2458902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2458930.000000 Penalty: 5065.589355
	Iteration 49Q: 3 clusters Score -2458930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2458960.750000 Penalty: 5065.589355
	Iteration 50Q: 3 clusters Score -2458961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2458987.750000 Penalty: 5065.589355
	Iteration 51Q: 3 clusters Score -2458988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2459004.500000 Penalty: 5065.589355
	Iteration 52Q: 3 clusters Score -2459004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2459014.250000 Penalty: 5065.589355
	Iteration 53Q: 3 clusters Score -2459014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2459025.750000 Penalty: 5065.589355
	Iteration 54Q: 3 clusters Score -2459026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2459044.000000 Penalty: 5065.589355
	Iteration 55Q: 3 clusters Score -2459044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2459051.750000 Penalty: 5065.589355
	Iteration 56Q: 3 clusters Score -2459052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2459057.000000 Penalty: 5065.589355
	Iteration 57Q: 3 clusters Score -2459057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2459062.500000 Penalty: 5065.589355
	Iteration 58Q: 3 clusters Score -2459062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2459070.000000 Penalty: 5065.589355
	Iteration 59Q: 3 clusters Score -2459070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2459073.000000 Penalty: 5065.589355
	Iteration 60F: 3 clusters Score -2459073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2459072.000000 Penalty: 5065.589355
	Iteration 61Q: 3 clusters Score -2459072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2459075.250000 Penalty: 5065.589355
	Iteration 62Q: 3 clusters Score -2459075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2459081.250000 Penalty: 5065.589355
	Iteration 63Q: 3 clusters Score -2459081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2459079.250000 Penalty: 5065.589355
	Iteration 64Q: 3 clusters Score -2459079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2459080.250000 Penalty: 5065.589355
	Iteration 65Q: 3 clusters Score -2459080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2459080.750000 Penalty: 5065.589355
	Iteration 66Q: 3 clusters Score -2459081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2459080.750000 Penalty: 5065.589355
	Iteration 67F: 3 clusters Score -2459081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Entering Unmasked Estep 
Score: -2226869.750000 Penalty: 2508.089111
	Iteration 0F: 2 clusters Score -2226870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2209756.250000 Penalty: 5016.178223
	Iteration 0F: 3 clusters Score -2209756 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2215801.500000 Penalty: 5016.178223
	Iteration 1F: 3 clusters Score -2215802 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2216391.000000 Penalty: 5016.178223
	Iteration 2F: 3 clusters Score -2216391 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2217022.250000 Penalty: 5016.178223
	Iteration 3F: 3 clusters Score -2217022 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2217634.750000 Penalty: 5016.178223
	Iteration 4F: 3 clusters Score -2217635 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2218226.000000 Penalty: 5016.178223
	Iteration 5F: 3 clusters Score -2218226 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2218903.250000 Penalty: 5016.178223
	Iteration 6F: 3 clusters Score -2218903 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2219670.250000 Penalty: 5016.178223
	Iteration 7F: 3 clusters Score -2219670 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2220524.250000 Penalty: 5016.178223
	Iteration 8F: 3 clusters Score -2220524 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2221482.000000 Penalty: 5016.178223
	Iteration 9F: 3 clusters Score -2221482 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2222370.000000 Penalty: 5016.178223
	Iteration 10Q: 3 clusters Score -2222370 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2223077.500000 Penalty: 5016.178223
	Iteration 11Q: 3 clusters Score -2223078 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2223643.000000 Penalty: 5016.178223
	Iteration 12Q: 3 clusters Score -2223643 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2224137.250000 Penalty: 5016.178223
	Iteration 13Q: 3 clusters Score -2224137 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2224544.000000 Penalty: 5016.178223
	Iteration 14Q: 3 clusters Score -2224544 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2224824.250000 Penalty: 5016.178223
	Iteration 15Q: 3 clusters Score -2224824 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2224984.500000 Penalty: 5016.178223
	Iteration 16Q: 3 clusters Score -2224984 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2225090.750000 Penalty: 5016.178223
	Iteration 17Q: 3 clusters Score -2225091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2225177.000000 Penalty: 5016.178223
	Iteration 18Q: 3 clusters Score -2225177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2225267.750000 Penalty: 5016.178223
	Iteration 19Q: 3 clusters Score -2225268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2225325.000000 Penalty: 5016.178223
	Iteration 20F: 3 clusters Score -2225325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2225347.500000 Penalty: 5016.178223
	Iteration 21Q: 3 clusters Score -2225348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2225360.500000 Penalty: 5016.178223
	Iteration 22Q: 3 clusters Score -2225360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2225371.250000 Penalty: 5016.178223
	Iteration 23Q: 3 clusters Score -2225371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2225373.250000 Penalty: 5016.178223
	Iteration 24Q: 3 clusters Score -2225373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2225374.500000 Penalty: 5016.178223
	Iteration 25Q: 3 clusters Score -2225374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2225379.500000 Penalty: 5016.178223
	Iteration 26Q: 3 clusters Score -2225380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2225382.000000 Penalty: 5016.178223
	Iteration 27Q: 3 clusters Score -2225382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2225379.750000 Penalty: 5016.178223
	Iteration 28Q: 3 clusters Score -2225380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2225384.000000 Penalty: 5016.178223
	Iteration 29Q: 3 clusters Score -2225384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2225382.750000 Penalty: 5016.178223
	Iteration 30Q: 3 clusters Score -2225383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2225385.250000 Penalty: 5016.178223
	Iteration 31Q: 3 clusters Score -2225385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2225383.000000 Penalty: 5016.178223
	Iteration 32Q: 3 clusters Score -2225383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2225383.000000 Penalty: 5016.178223
	Iteration 33F: 3 clusters Score -2225383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122571 members 
Entering Unmasked Estep 
Score: -11209748.000000 Penalty: 2905.678711
	Iteration 0F: 2 clusters Score -1.120975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -11127946.000000 Penalty: 5811.357422
	Iteration 0F: 3 clusters Score -1.112795e+07 nChanged 58296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -11162034.000000 Penalty: 5811.357422
	Iteration 1F: 3 clusters Score -1.116203e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -11163080.000000 Penalty: 5811.357422
	Iteration 2Q: 3 clusters Score -1.116308e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -11164384.000000 Penalty: 5811.357422
	Iteration 3Q: 3 clusters Score -1.116438e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -11166032.000000 Penalty: 5811.357422
	Iteration 4Q: 3 clusters Score -1.116603e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -11167840.000000 Penalty: 5811.357422
	Iteration 5Q: 3 clusters Score -1.116784e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -11169988.000000 Penalty: 5811.357422
	Iteration 6Q: 3 clusters Score -1.116999e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -11171960.000000 Penalty: 5811.357422
	Iteration 7Q: 3 clusters Score -1.117196e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -11174016.000000 Penalty: 5811.357422
	Iteration 8Q: 3 clusters Score -1.117402e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -11175834.000000 Penalty: 5811.357422
	Iteration 9Q: 3 clusters Score -1.117583e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -11177492.000000 Penalty: 5811.357422
	Iteration 10Q: 3 clusters Score -1.117749e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -11179376.000000 Penalty: 5811.357422
	Iteration 11Q: 3 clusters Score -1.117938e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -11181526.000000 Penalty: 5811.357422
	Iteration 12Q: 3 clusters Score -1.118153e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -11184518.000000 Penalty: 5811.357422
	Iteration 13Q: 3 clusters Score -1.118452e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -11188828.000000 Penalty: 5811.357422
	Iteration 14Q: 3 clusters Score -1.118883e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -11193105.000000 Penalty: 5811.357422
	Iteration 15Q: 3 clusters Score -1.11931e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -11196197.000000 Penalty: 5811.357422
	Iteration 16Q: 3 clusters Score -1.11962e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -11198297.000000 Penalty: 5811.357422
	Iteration 17Q: 3 clusters Score -1.11983e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108384 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -11200230.000000 Penalty: 5811.357422
	Iteration 18Q: 3 clusters Score -1.120023e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -11201807.000000 Penalty: 5811.357422
	Iteration 19Q: 3 clusters Score -1.120181e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -11203138.000000 Penalty: 5811.357422
	Iteration 20F: 3 clusters Score -1.120314e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -11204213.000000 Penalty: 5811.357422
	Iteration 21Q: 3 clusters Score -1.120421e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115778 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -11204991.000000 Penalty: 5811.357422
	Iteration 22Q: 3 clusters Score -1.120499e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -11205503.000000 Penalty: 5811.357422
	Iteration 23Q: 3 clusters Score -1.12055e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -11205861.000000 Penalty: 5811.357422
	Iteration 24Q: 3 clusters Score -1.120586e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11206230.000000 Penalty: 5811.357422
	Iteration 25Q: 3 clusters Score -1.120623e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -11206481.000000 Penalty: 5811.357422
	Iteration 26Q: 3 clusters Score -1.120648e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119114 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11206673.000000 Penalty: 5811.357422
	Iteration 27Q: 3 clusters Score -1.120667e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11206774.000000 Penalty: 5811.357422
	Iteration 28Q: 3 clusters Score -1.120677e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -11206876.000000 Penalty: 5811.357422
	Iteration 29Q: 3 clusters Score -1.120688e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11206943.000000 Penalty: 5811.357422
	Iteration 30Q: 3 clusters Score -1.120694e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120138 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -11207035.000000 Penalty: 5811.357422
	Iteration 31Q: 3 clusters Score -1.120704e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11207079.000000 Penalty: 5811.357422
	Iteration 32Q: 3 clusters Score -1.120708e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120427 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11207132.000000 Penalty: 5811.357422
	Iteration 33Q: 3 clusters Score -1.120713e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120533 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11207190.000000 Penalty: 5811.357422
	Iteration 34Q: 3 clusters Score -1.120719e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -11207215.000000 Penalty: 5811.357422
	Iteration 35Q: 3 clusters Score -1.120722e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -11207251.000000 Penalty: 5811.357422
	Iteration 36Q: 3 clusters Score -1.120725e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120797 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11207291.000000 Penalty: 5811.357422
	Iteration 37Q: 3 clusters Score -1.120729e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120873 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -11207295.000000 Penalty: 5811.357422
	Iteration 38Q: 3 clusters Score -1.12073e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11207299.000000 Penalty: 5811.357422
	Iteration 39Q: 3 clusters Score -1.12073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11207300.000000 Penalty: 5811.357422
	Iteration 40F: 3 clusters Score -1.12073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11207293.000000 Penalty: 5811.357422
	Iteration 41Q: 3 clusters Score -1.120729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11207301.000000 Penalty: 5811.357422
	Iteration 42Q: 3 clusters Score -1.12073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11207324.000000 Penalty: 5811.357422
	Iteration 43Q: 3 clusters Score -1.120732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121041 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11207334.000000 Penalty: 5811.357422
	Iteration 44Q: 3 clusters Score -1.120733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11207341.000000 Penalty: 5811.357422
	Iteration 45Q: 3 clusters Score -1.120734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121086 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11207329.000000 Penalty: 5811.357422
	Iteration 46Q: 3 clusters Score -1.120733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11207347.000000 Penalty: 5811.357422
	Iteration 47Q: 3 clusters Score -1.120735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11207366.000000 Penalty: 5811.357422
	Iteration 48Q: 3 clusters Score -1.120737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11207367.000000 Penalty: 5811.357422
	Iteration 49Q: 3 clusters Score -1.120737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11207367.000000 Penalty: 5811.357422
	Iteration 50Q: 3 clusters Score -1.120737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11207376.000000 Penalty: 5811.357422
	Iteration 51Q: 3 clusters Score -1.120738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11207371.000000 Penalty: 5811.357422
	Iteration 52Q: 3 clusters Score -1.120737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121219 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11207373.000000 Penalty: 5811.357422
	Iteration 53Q: 3 clusters Score -1.120737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11207378.000000 Penalty: 5811.357422
	Iteration 54Q: 3 clusters Score -1.120738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121259 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11207377.000000 Penalty: 5811.357422
	Iteration 55Q: 3 clusters Score -1.120738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11207379.000000 Penalty: 5811.357422
	Iteration 56Q: 3 clusters Score -1.120738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11207402.000000 Penalty: 5811.357422
	Iteration 57Q: 3 clusters Score -1.12074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -11207388.000000 Penalty: 5811.357422
	Iteration 58Q: 3 clusters Score -1.120739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121326 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11207406.000000 Penalty: 5811.357422
	Iteration 59Q: 3 clusters Score -1.120741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11207409.000000 Penalty: 5811.357422
	Iteration 60F: 3 clusters Score -1.120741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11207402.000000 Penalty: 5811.357422
	Iteration 61Q: 3 clusters Score -1.12074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11207410.000000 Penalty: 5811.357422
	Iteration 62Q: 3 clusters Score -1.120741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11207407.000000 Penalty: 5811.357422
	Iteration 63Q: 3 clusters Score -1.120741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121381 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11207420.000000 Penalty: 5811.357422
	Iteration 64Q: 3 clusters Score -1.120742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11207423.000000 Penalty: 5811.357422
	Iteration 65Q: 3 clusters Score -1.120742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121396 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11207428.000000 Penalty: 5811.357422
	Iteration 66Q: 3 clusters Score -1.120743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121402 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11207435.000000 Penalty: 5811.357422
	Iteration 67Q: 3 clusters Score -1.120744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121406 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11207435.000000 Penalty: 5811.357422
	Iteration 68Q: 3 clusters Score -1.120744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11207436.000000 Penalty: 5811.357422
	Iteration 69Q: 3 clusters Score -1.120744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121415 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11207422.000000 Penalty: 5811.357422
	Iteration 70Q: 3 clusters Score -1.120742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121420 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11207437.000000 Penalty: 5811.357422
	Iteration 71Q: 3 clusters Score -1.120744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11207432.000000 Penalty: 5811.357422
	Iteration 72Q: 3 clusters Score -1.120743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121439 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11207433.000000 Penalty: 5811.357422
	Iteration 73Q: 3 clusters Score -1.120743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121451 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11207442.000000 Penalty: 5811.357422
	Iteration 74Q: 3 clusters Score -1.120744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11207432.000000 Penalty: 5811.357422
	Iteration 75Q: 3 clusters Score -1.120743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11207439.000000 Penalty: 5811.357422
	Iteration 76Q: 3 clusters Score -1.120744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11207440.000000 Penalty: 5811.357422
	Iteration 77Q: 3 clusters Score -1.120744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11207440.000000 Penalty: 5811.357422
	Iteration 78F: 3 clusters Score -1.120744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Entering Unmasked Estep 
Score: -1322785.250000 Penalty: 2391.584229
	Iteration 0F: 2 clusters Score -1322785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1311609.500000 Penalty: 4783.168457
	Iteration 0F: 3 clusters Score -1311610 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1315219.375000 Penalty: 4783.168457
	Iteration 1F: 3 clusters Score -1315219 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1315658.000000 Penalty: 4783.168457
	Iteration 2F: 3 clusters Score -1315658 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1316083.000000 Penalty: 4783.168457
	Iteration 3F: 3 clusters Score -1316083 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1316532.250000 Penalty: 4783.168457
	Iteration 4F: 3 clusters Score -1316532 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1316961.625000 Penalty: 4783.168457
	Iteration 5Q: 3 clusters Score -1316962 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1317377.125000 Penalty: 4783.168457
	Iteration 6Q: 3 clusters Score -1317377 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1317808.500000 Penalty: 4783.168457
	Iteration 7Q: 3 clusters Score -1317808 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1318200.000000 Penalty: 4783.168457
	Iteration 8Q: 3 clusters Score -1318200 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1318559.750000 Penalty: 4783.168457
	Iteration 9Q: 3 clusters Score -1318560 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1318924.000000 Penalty: 4783.168457
	Iteration 10Q: 3 clusters Score -1318924 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1319262.000000 Penalty: 4783.168457
	Iteration 11Q: 3 clusters Score -1319262 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1319582.500000 Penalty: 4783.168457
	Iteration 12Q: 3 clusters Score -1319582 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1319881.500000 Penalty: 4783.168457
	Iteration 13Q: 3 clusters Score -1319882 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1320123.750000 Penalty: 4783.168457
	Iteration 14Q: 3 clusters Score -1320124 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1320318.750000 Penalty: 4783.168457
	Iteration 15Q: 3 clusters Score -1320319 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1320467.125000 Penalty: 4783.168457
	Iteration 16Q: 3 clusters Score -1320467 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1320594.125000 Penalty: 4783.168457
	Iteration 17Q: 3 clusters Score -1320594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1320693.250000 Penalty: 4783.168457
	Iteration 18Q: 3 clusters Score -1320693 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1320797.625000 Penalty: 4783.168457
	Iteration 19Q: 3 clusters Score -1320798 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1320919.875000 Penalty: 4783.168457
	Iteration 20F: 3 clusters Score -1320920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1321053.125000 Penalty: 4783.168457
	Iteration 21Q: 3 clusters Score -1321053 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1321165.750000 Penalty: 4783.168457
	Iteration 22Q: 3 clusters Score -1321166 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1321257.125000 Penalty: 4783.168457
	Iteration 23Q: 3 clusters Score -1321257 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1321318.625000 Penalty: 4783.168457
	Iteration 24Q: 3 clusters Score -1321319 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1321377.375000 Penalty: 4783.168457
	Iteration 25Q: 3 clusters Score -1321377 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1321408.375000 Penalty: 4783.168457
	Iteration 26Q: 3 clusters Score -1321408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1321428.875000 Penalty: 4783.168457
	Iteration 27Q: 3 clusters Score -1321429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1321442.500000 Penalty: 4783.168457
	Iteration 28Q: 3 clusters Score -1321442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1321454.250000 Penalty: 4783.168457
	Iteration 29Q: 3 clusters Score -1321454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1321462.000000 Penalty: 4783.168457
	Iteration 30Q: 3 clusters Score -1321462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1321463.375000 Penalty: 4783.168457
	Iteration 31Q: 3 clusters Score -1321463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1321469.250000 Penalty: 4783.168457
	Iteration 32Q: 3 clusters Score -1321469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1321476.750000 Penalty: 4783.168457
	Iteration 33Q: 3 clusters Score -1321477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1321483.250000 Penalty: 4783.168457
	Iteration 34Q: 3 clusters Score -1321483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1321485.750000 Penalty: 4783.168457
	Iteration 35Q: 3 clusters Score -1321486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1321488.000000 Penalty: 4783.168457
	Iteration 36Q: 3 clusters Score -1321488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1321488.375000 Penalty: 4783.168457
	Iteration 37Q: 3 clusters Score -1321488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1321489.500000 Penalty: 4783.168457
	Iteration 38Q: 3 clusters Score -1321490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1321489.625000 Penalty: 4783.168457
	Iteration 39Q: 3 clusters Score -1321490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1321488.875000 Penalty: 4783.168457
	Iteration 40F: 3 clusters Score -1321489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1321488.875000 Penalty: 4783.168457
	Iteration 41Q: 3 clusters Score -1321489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1321488.875000 Penalty: 4783.168457
	Iteration 42F: 3 clusters Score -1321489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -401911.281250 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -401911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -397574.781250 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -397574.8 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -398651.437500 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -398651.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -398898.937500 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -398898.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -399071.875000 Penalty: 4192.569824
	Iteration 3F: 3 clusters Score -399071.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -399204.625000 Penalty: 4192.569824
	Iteration 4Q: 3 clusters Score -399204.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -399307.062500 Penalty: 4192.569824
	Iteration 5Q: 3 clusters Score -399307.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -399388.843750 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -399388.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -399454.250000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -399454.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -399521.968750 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -399522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -399605.593750 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -399605.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -399680.875000 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -399680.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -399764.187500 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -399764.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -399836.156250 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -399836.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -399916.312500 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -399916.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -399970.812500 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -399970.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -400011.343750 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -400011.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -400042.468750 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -400042.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -400067.718750 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -400067.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -400087.968750 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -400088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -400115.906250 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -400115.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -400150.812500 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -400150.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -400184.781250 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -400184.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -400218.500000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -400218.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -400263.937500 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -400263.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -400303.562500 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -400303.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -400339.437500 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -400339.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -400377.562500 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -400377.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -400414.156250 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -400414.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -400463.062500 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -400463.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -400504.562500 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -400504.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -400547.125000 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -400547.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -400598.187500 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -400598.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -400674.781250 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -400674.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -400761.062500 Penalty: 4192.569824
	Iteration 33Q: 3 clusters Score -400761.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -400841.593750 Penalty: 4192.569824
	Iteration 34Q: 3 clusters Score -400841.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -400934.343750 Penalty: 4192.569824
	Iteration 35Q: 3 clusters Score -400934.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -401030.125000 Penalty: 4192.569824
	Iteration 36Q: 3 clusters Score -401030.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -401110.531250 Penalty: 4192.569824
	Iteration 37Q: 3 clusters Score -401110.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -401157.468750 Penalty: 4192.569824
	Iteration 38Q: 3 clusters Score -401157.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -401176.937500 Penalty: 4192.569824
	Iteration 39Q: 3 clusters Score -401176.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -401188.406250 Penalty: 4192.569824
	Iteration 40F: 3 clusters Score -401188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -401192.250000 Penalty: 4192.569824
	Iteration 41Q: 3 clusters Score -401192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -401195.875000 Penalty: 4192.569824
	Iteration 42Q: 3 clusters Score -401195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -401196.906250 Penalty: 4192.569824
	Iteration 43Q: 3 clusters Score -401196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -401197.843750 Penalty: 4192.569824
	Iteration 44Q: 3 clusters Score -401197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -401198.781250 Penalty: 4192.569824
	Iteration 45Q: 3 clusters Score -401198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -401198.781250 Penalty: 4192.569824
	Iteration 46F: 3 clusters Score -401198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Entering Unmasked Estep 
Score: -5476767.500000 Penalty: 2737.148193
	Iteration 0F: 2 clusters Score -5476768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -5435035.000000 Penalty: 5474.296387
	Iteration 0F: 3 clusters Score -5435035 nChanged 28891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -5451375.500000 Penalty: 5474.296387
	Iteration 1F: 3 clusters Score -5451376 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5452078.000000 Penalty: 5474.296387
	Iteration 2Q: 3 clusters Score -5452078 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5452867.000000 Penalty: 5474.296387
	Iteration 3Q: 3 clusters Score -5452867 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5453778.500000 Penalty: 5474.296387
	Iteration 4Q: 3 clusters Score -5453778 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5455010.500000 Penalty: 5474.296387
	Iteration 5Q: 3 clusters Score -5455010 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5456647.500000 Penalty: 5474.296387
	Iteration 6Q: 3 clusters Score -5456648 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5458635.500000 Penalty: 5474.296387
	Iteration 7F: 3 clusters Score -5458636 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5460834.500000 Penalty: 5474.296387
	Iteration 8F: 3 clusters Score -5460834 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5463269.000000 Penalty: 5474.296387
	Iteration 9F: 3 clusters Score -5463269 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5465636.500000 Penalty: 5474.296387
	Iteration 10F: 3 clusters Score -5465636 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -5467482.500000 Penalty: 5474.296387
	Iteration 11Q: 3 clusters Score -5467482 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -5468538.500000 Penalty: 5474.296387
	Iteration 12Q: 3 clusters Score -5468538 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5469188.000000 Penalty: 5474.296387
	Iteration 13Q: 3 clusters Score -5469188 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -5469684.500000 Penalty: 5474.296387
	Iteration 14Q: 3 clusters Score -5469684 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5470094.500000 Penalty: 5474.296387
	Iteration 15Q: 3 clusters Score -5470094 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5470442.500000 Penalty: 5474.296387
	Iteration 16Q: 3 clusters Score -5470442 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -5470783.500000 Penalty: 5474.296387
	Iteration 17Q: 3 clusters Score -5470784 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -5471101.000000 Penalty: 5474.296387
	Iteration 18Q: 3 clusters Score -5471101 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5471413.000000 Penalty: 5474.296387
	Iteration 19Q: 3 clusters Score -5471413 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -5471658.500000 Penalty: 5474.296387
	Iteration 20F: 3 clusters Score -5471658 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -5471922.000000 Penalty: 5474.296387
	Iteration 21Q: 3 clusters Score -5471922 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5472123.000000 Penalty: 5474.296387
	Iteration 22Q: 3 clusters Score -5472123 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -5472287.500000 Penalty: 5474.296387
	Iteration 23Q: 3 clusters Score -5472288 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -5472464.500000 Penalty: 5474.296387
	Iteration 24Q: 3 clusters Score -5472464 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5472604.500000 Penalty: 5474.296387
	Iteration 25Q: 3 clusters Score -5472604 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -5472769.500000 Penalty: 5474.296387
	Iteration 26Q: 3 clusters Score -5472770 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5472884.500000 Penalty: 5474.296387
	Iteration 27Q: 3 clusters Score -5472884 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5473015.500000 Penalty: 5474.296387
	Iteration 28Q: 3 clusters Score -5473016 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5473114.000000 Penalty: 5474.296387
	Iteration 29Q: 3 clusters Score -5473114 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5473229.500000 Penalty: 5474.296387
	Iteration 30Q: 3 clusters Score -5473230 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5473332.500000 Penalty: 5474.296387
	Iteration 31Q: 3 clusters Score -5473332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5473425.500000 Penalty: 5474.296387
	Iteration 32Q: 3 clusters Score -5473426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5473495.000000 Penalty: 5474.296387
	Iteration 33Q: 3 clusters Score -5473495 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5473565.000000 Penalty: 5474.296387
	Iteration 34Q: 3 clusters Score -5473565 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5473610.500000 Penalty: 5474.296387
	Iteration 35Q: 3 clusters Score -5473610 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5473661.500000 Penalty: 5474.296387
	Iteration 36Q: 3 clusters Score -5473662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5473727.000000 Penalty: 5474.296387
	Iteration 37Q: 3 clusters Score -5473727 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5473786.500000 Penalty: 5474.296387
	Iteration 38Q: 3 clusters Score -5473786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5473849.500000 Penalty: 5474.296387
	Iteration 39Q: 3 clusters Score -5473850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5473885.000000 Penalty: 5474.296387
	Iteration 40F: 3 clusters Score -5473885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5473940.000000 Penalty: 5474.296387
	Iteration 41Q: 3 clusters Score -5473940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5473987.000000 Penalty: 5474.296387
	Iteration 42Q: 3 clusters Score -5473987 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5474030.000000 Penalty: 5474.296387
	Iteration 43Q: 3 clusters Score -5474030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5474065.500000 Penalty: 5474.296387
	Iteration 44Q: 3 clusters Score -5474066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5474107.000000 Penalty: 5474.296387
	Iteration 45Q: 3 clusters Score -5474107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5474117.000000 Penalty: 5474.296387
	Iteration 46Q: 3 clusters Score -5474117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5474135.000000 Penalty: 5474.296387
	Iteration 47Q: 3 clusters Score -5474135 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5474153.500000 Penalty: 5474.296387
	Iteration 48Q: 3 clusters Score -5474154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5474205.000000 Penalty: 5474.296387
	Iteration 49Q: 3 clusters Score -5474205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5474228.000000 Penalty: 5474.296387
	Iteration 50Q: 3 clusters Score -5474228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5474250.500000 Penalty: 5474.296387
	Iteration 51Q: 3 clusters Score -5474250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5474286.000000 Penalty: 5474.296387
	Iteration 52Q: 3 clusters Score -5474286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5474308.500000 Penalty: 5474.296387
	Iteration 53Q: 3 clusters Score -5474308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5474331.000000 Penalty: 5474.296387
	Iteration 54Q: 3 clusters Score -5474331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5474350.000000 Penalty: 5474.296387
	Iteration 55Q: 3 clusters Score -5474350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5474374.500000 Penalty: 5474.296387
	Iteration 56Q: 3 clusters Score -5474374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5474388.500000 Penalty: 5474.296387
	Iteration 57Q: 3 clusters Score -5474388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5474392.500000 Penalty: 5474.296387
	Iteration 58Q: 3 clusters Score -5474392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5474399.500000 Penalty: 5474.296387
	Iteration 59Q: 3 clusters Score -5474400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5474408.500000 Penalty: 5474.296387
	Iteration 60F: 3 clusters Score -5474408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5474415.500000 Penalty: 5474.296387
	Iteration 61Q: 3 clusters Score -5474416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5474419.000000 Penalty: 5474.296387
	Iteration 62Q: 3 clusters Score -5474419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5474426.000000 Penalty: 5474.296387
	Iteration 63Q: 3 clusters Score -5474426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5474428.500000 Penalty: 5474.296387
	Iteration 64Q: 3 clusters Score -5474428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5474431.500000 Penalty: 5474.296387
	Iteration 65Q: 3 clusters Score -5474432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5474439.500000 Penalty: 5474.296387
	Iteration 66Q: 3 clusters Score -5474440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5474439.500000 Penalty: 5474.296387
	Iteration 67Q: 3 clusters Score -5474440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5474437.000000 Penalty: 5474.296387
	Iteration 68Q: 3 clusters Score -5474437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5474438.000000 Penalty: 5474.296387
	Iteration 69Q: 3 clusters Score -5474438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5474437.500000 Penalty: 5474.296387
	Iteration 70Q: 3 clusters Score -5474438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5474437.500000 Penalty: 5474.296387
	Iteration 71F: 3 clusters Score -5474438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -294163.062500 Penalty: 2064.735840
	Iteration 0F: 2 clusters Score -294163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -290178.906250 Penalty: 4129.471680
	Iteration 0F: 3 clusters Score -290178.9 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -291462.500000 Penalty: 4129.471680
	Iteration 1F: 3 clusters Score -291462.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -291988.687500 Penalty: 4129.471680
	Iteration 2F: 3 clusters Score -291988.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -292329.187500 Penalty: 4129.471680
	Iteration 3F: 3 clusters Score -292329.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -292537.781250 Penalty: 4129.471680
	Iteration 4F: 3 clusters Score -292537.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -292657.062500 Penalty: 4129.471680
	Iteration 5Q: 3 clusters Score -292657.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -292735.093750 Penalty: 4129.471680
	Iteration 6Q: 3 clusters Score -292735.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -292789.937500 Penalty: 4129.471680
	Iteration 7Q: 3 clusters Score -292789.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -292837.906250 Penalty: 4129.471680
	Iteration 8Q: 3 clusters Score -292837.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -292883.625000 Penalty: 4129.471680
	Iteration 9Q: 3 clusters Score -292883.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -292923.906250 Penalty: 4129.471680
	Iteration 10Q: 3 clusters Score -292923.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -292944.906250 Penalty: 4129.471680
	Iteration 11Q: 3 clusters Score -292944.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -292960.218750 Penalty: 4129.471680
	Iteration 12Q: 3 clusters Score -292960.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -292968.781250 Penalty: 4129.471680
	Iteration 13Q: 3 clusters Score -292968.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -292976.875000 Penalty: 4129.471680
	Iteration 14Q: 3 clusters Score -292976.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -292986.375000 Penalty: 4129.471680
	Iteration 15Q: 3 clusters Score -292986.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -292995.718750 Penalty: 4129.471680
	Iteration 16Q: 3 clusters Score -292995.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -293005.656250 Penalty: 4129.471680
	Iteration 17Q: 3 clusters Score -293005.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -293015.843750 Penalty: 4129.471680
	Iteration 18Q: 3 clusters Score -293015.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -293024.156250 Penalty: 4129.471680
	Iteration 19Q: 3 clusters Score -293024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -293030.718750 Penalty: 4129.471680
	Iteration 20F: 3 clusters Score -293030.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -293037.625000 Penalty: 4129.471680
	Iteration 21Q: 3 clusters Score -293037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -293042.468750 Penalty: 4129.471680
	Iteration 22Q: 3 clusters Score -293042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -293043.468750 Penalty: 4129.471680
	Iteration 23Q: 3 clusters Score -293043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -293044.718750 Penalty: 4129.471680
	Iteration 24Q: 3 clusters Score -293044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -293046.031250 Penalty: 4129.471680
	Iteration 25Q: 3 clusters Score -293046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -293046.812500 Penalty: 4129.471680
	Iteration 26Q: 3 clusters Score -293046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -293047.187500 Penalty: 4129.471680
	Iteration 27Q: 3 clusters Score -293047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -293047.156250 Penalty: 4129.471680
	Iteration 28Q: 3 clusters Score -293047.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -293047.156250 Penalty: 4129.471680
	Iteration 29F: 3 clusters Score -293047.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Entering Unmasked Estep 
Score: -2684599.000000 Penalty: 2563.581299
	Iteration 0F: 2 clusters Score -2684599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2663453.750000 Penalty: 5127.162598
	Iteration 0F: 3 clusters Score -2663454 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2671028.750000 Penalty: 5127.162598
	Iteration 1F: 3 clusters Score -2671029 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2671451.250000 Penalty: 5127.162598
	Iteration 2Q: 3 clusters Score -2671451 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2671840.250000 Penalty: 5127.162598
	Iteration 3Q: 3 clusters Score -2671840 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2672217.250000 Penalty: 5127.162598
	Iteration 4Q: 3 clusters Score -2672217 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2672632.500000 Penalty: 5127.162598
	Iteration 5Q: 3 clusters Score -2672632 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2673060.000000 Penalty: 5127.162598
	Iteration 6Q: 3 clusters Score -2673060 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2673505.000000 Penalty: 5127.162598
	Iteration 7Q: 3 clusters Score -2673505 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2673990.000000 Penalty: 5127.162598
	Iteration 8Q: 3 clusters Score -2673990 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2674547.250000 Penalty: 5127.162598
	Iteration 9Q: 3 clusters Score -2674547 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2675169.000000 Penalty: 5127.162598
	Iteration 10Q: 3 clusters Score -2675169 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2675751.750000 Penalty: 5127.162598
	Iteration 11Q: 3 clusters Score -2675752 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2676280.000000 Penalty: 5127.162598
	Iteration 12Q: 3 clusters Score -2676280 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2676793.250000 Penalty: 5127.162598
	Iteration 13Q: 3 clusters Score -2676793 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2677310.000000 Penalty: 5127.162598
	Iteration 14Q: 3 clusters Score -2677310 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2677795.500000 Penalty: 5127.162598
	Iteration 15Q: 3 clusters Score -2677796 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2678280.250000 Penalty: 5127.162598
	Iteration 16Q: 3 clusters Score -2678280 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2678889.000000 Penalty: 5127.162598
	Iteration 17Q: 3 clusters Score -2678889 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2679792.750000 Penalty: 5127.162598
	Iteration 18Q: 3 clusters Score -2679793 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2680758.000000 Penalty: 5127.162598
	Iteration 19Q: 3 clusters Score -2680758 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2681383.250000 Penalty: 5127.162598
	Iteration 20F: 3 clusters Score -2681383 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2681781.250000 Penalty: 5127.162598
	Iteration 21Q: 3 clusters Score -2681781 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2682038.250000 Penalty: 5127.162598
	Iteration 22Q: 3 clusters Score -2682038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2682205.500000 Penalty: 5127.162598
	Iteration 23Q: 3 clusters Score -2682206 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2682338.500000 Penalty: 5127.162598
	Iteration 24Q: 3 clusters Score -2682338 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -2682419.250000 Penalty: 5127.162598
	Iteration 25Q: 3 clusters Score -2682419 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2682508.000000 Penalty: 5127.162598
	Iteration 26Q: 3 clusters Score -2682508 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2682532.250000 Penalty: 5127.162598
	Iteration 27Q: 3 clusters Score -2682532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2682562.000000 Penalty: 5127.162598
	Iteration 28Q: 3 clusters Score -2682562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -2682585.250000 Penalty: 5127.162598
	Iteration 29Q: 3 clusters Score -2682585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -2682604.000000 Penalty: 5127.162598
	Iteration 30Q: 3 clusters Score -2682604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2682623.500000 Penalty: 5127.162598
	Iteration 31Q: 3 clusters Score -2682624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2682639.250000 Penalty: 5127.162598
	Iteration 32Q: 3 clusters Score -2682639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2682644.250000 Penalty: 5127.162598
	Iteration 33Q: 3 clusters Score -2682644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -2682656.750000 Penalty: 5127.162598
	Iteration 34Q: 3 clusters Score -2682657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2682660.500000 Penalty: 5127.162598
	Iteration 35Q: 3 clusters Score -2682660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2682670.750000 Penalty: 5127.162598
	Iteration 36Q: 3 clusters Score -2682671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2682679.250000 Penalty: 5127.162598
	Iteration 37Q: 3 clusters Score -2682679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2682683.750000 Penalty: 5127.162598
	Iteration 38Q: 3 clusters Score -2682684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2682695.000000 Penalty: 5127.162598
	Iteration 39Q: 3 clusters Score -2682695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2682696.500000 Penalty: 5127.162598
	Iteration 40F: 3 clusters Score -2682696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2682697.250000 Penalty: 5127.162598
	Iteration 41Q: 3 clusters Score -2682697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2682697.750000 Penalty: 5127.162598
	Iteration 42Q: 3 clusters Score -2682698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2682701.000000 Penalty: 5127.162598
	Iteration 43Q: 3 clusters Score -2682701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -2682707.500000 Penalty: 5127.162598
	Iteration 44Q: 3 clusters Score -2682708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2682712.000000 Penalty: 5127.162598
	Iteration 45Q: 3 clusters Score -2682712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2682709.000000 Penalty: 5127.162598
	Iteration 46Q: 3 clusters Score -2682709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2682716.500000 Penalty: 5127.162598
	Iteration 47Q: 3 clusters Score -2682716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2682725.500000 Penalty: 5127.162598
	Iteration 48Q: 3 clusters Score -2682726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2682725.750000 Penalty: 5127.162598
	Iteration 49Q: 3 clusters Score -2682726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2682725.750000 Penalty: 5127.162598
	Iteration 50Q: 3 clusters Score -2682726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2682727.000000 Penalty: 5127.162598
	Iteration 51Q: 3 clusters Score -2682727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2682726.250000 Penalty: 5127.162598
	Iteration 52Q: 3 clusters Score -2682726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2682728.750000 Penalty: 5127.162598
	Iteration 53Q: 3 clusters Score -2682729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -2682732.500000 Penalty: 5127.162598
	Iteration 54Q: 3 clusters Score -2682732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2682733.750000 Penalty: 5127.162598
	Iteration 55Q: 3 clusters Score -2682734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2682733.500000 Penalty: 5127.162598
	Iteration 56Q: 3 clusters Score -2682734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2682738.250000 Penalty: 5127.162598
	Iteration 57Q: 3 clusters Score -2682738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2682734.750000 Penalty: 5127.162598
	Iteration 58Q: 3 clusters Score -2682735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2682738.750000 Penalty: 5127.162598
	Iteration 59Q: 3 clusters Score -2682739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -2682739.000000 Penalty: 5127.162598
	Iteration 60F: 3 clusters Score -2682739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2682744.500000 Penalty: 5127.162598
	Iteration 61Q: 3 clusters Score -2682744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2682739.250000 Penalty: 5127.162598
	Iteration 62Q: 3 clusters Score -2682739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2682744.000000 Penalty: 5127.162598
	Iteration 63Q: 3 clusters Score -2682744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2682739.250000 Penalty: 5127.162598
	Iteration 64Q: 3 clusters Score -2682739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2682741.000000 Penalty: 5127.162598
	Iteration 65Q: 3 clusters Score -2682741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2682739.750000 Penalty: 5127.162598
	Iteration 66Q: 3 clusters Score -2682740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2682741.750000 Penalty: 5127.162598
	Iteration 67Q: 3 clusters Score -2682742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2682746.750000 Penalty: 5127.162598
	Iteration 68Q: 3 clusters Score -2682747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -2682746.500000 Penalty: 5127.162598
	Iteration 69Q: 3 clusters Score -2682746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2682744.000000 Penalty: 5127.162598
	Iteration 70Q: 3 clusters Score -2682744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2682741.750000 Penalty: 5127.162598
	Iteration 71Q: 3 clusters Score -2682742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2682741.250000 Penalty: 5127.162598
	Iteration 72Q: 3 clusters Score -2682741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2682743.000000 Penalty: 5127.162598
	Iteration 73Q: 3 clusters Score -2682743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2682745.250000 Penalty: 5127.162598
	Iteration 74Q: 3 clusters Score -2682745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2682746.750000 Penalty: 5127.162598
	Iteration 75Q: 3 clusters Score -2682747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2682742.250000 Penalty: 5127.162598
	Iteration 76Q: 3 clusters Score -2682742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2682745.500000 Penalty: 5127.162598
	Iteration 77Q: 3 clusters Score -2682746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2682747.250000 Penalty: 5127.162598
	Iteration 78Q: 3 clusters Score -2682747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2682752.250000 Penalty: 5127.162598
	Iteration 79Q: 3 clusters Score -2682752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2682752.250000 Penalty: 5127.162598
	Iteration 80F: 3 clusters Score -2682752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Entering Unmasked Estep 
Score: -1468248.875000 Penalty: 2405.621338
	Iteration 0F: 2 clusters Score -1468249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1456577.250000 Penalty: 4811.242676
	Iteration 0F: 3 clusters Score -1456577 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1460319.625000 Penalty: 4811.242676
	Iteration 1F: 3 clusters Score -1460320 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1460706.625000 Penalty: 4811.242676
	Iteration 2F: 3 clusters Score -1460707 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1461018.875000 Penalty: 4811.242676
	Iteration 3Q: 3 clusters Score -1461019 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1461283.750000 Penalty: 4811.242676
	Iteration 4Q: 3 clusters Score -1461284 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1461529.625000 Penalty: 4811.242676
	Iteration 5Q: 3 clusters Score -1461530 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1461742.625000 Penalty: 4811.242676
	Iteration 6Q: 3 clusters Score -1461743 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1461948.250000 Penalty: 4811.242676
	Iteration 7Q: 3 clusters Score -1461948 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1462157.875000 Penalty: 4811.242676
	Iteration 8Q: 3 clusters Score -1462158 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1462419.125000 Penalty: 4811.242676
	Iteration 9Q: 3 clusters Score -1462419 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1462757.875000 Penalty: 4811.242676
	Iteration 10Q: 3 clusters Score -1462758 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1463128.375000 Penalty: 4811.242676
	Iteration 11Q: 3 clusters Score -1463128 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1463566.875000 Penalty: 4811.242676
	Iteration 12Q: 3 clusters Score -1463567 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1464060.000000 Penalty: 4811.242676
	Iteration 13Q: 3 clusters Score -1464060 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1464505.125000 Penalty: 4811.242676
	Iteration 14Q: 3 clusters Score -1464505 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1464868.625000 Penalty: 4811.242676
	Iteration 15Q: 3 clusters Score -1464869 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1465162.625000 Penalty: 4811.242676
	Iteration 16Q: 3 clusters Score -1465163 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1465374.125000 Penalty: 4811.242676
	Iteration 17Q: 3 clusters Score -1465374 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1465524.375000 Penalty: 4811.242676
	Iteration 18Q: 3 clusters Score -1465524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1465633.250000 Penalty: 4811.242676
	Iteration 19Q: 3 clusters Score -1465633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1465723.250000 Penalty: 4811.242676
	Iteration 20F: 3 clusters Score -1465723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1465798.250000 Penalty: 4811.242676
	Iteration 21Q: 3 clusters Score -1465798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1465863.125000 Penalty: 4811.242676
	Iteration 22Q: 3 clusters Score -1465863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1465922.125000 Penalty: 4811.242676
	Iteration 23Q: 3 clusters Score -1465922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1465971.750000 Penalty: 4811.242676
	Iteration 24Q: 3 clusters Score -1465972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1466002.500000 Penalty: 4811.242676
	Iteration 25Q: 3 clusters Score -1466002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1466035.875000 Penalty: 4811.242676
	Iteration 26Q: 3 clusters Score -1466036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1466062.750000 Penalty: 4811.242676
	Iteration 27Q: 3 clusters Score -1466063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1466083.125000 Penalty: 4811.242676
	Iteration 28Q: 3 clusters Score -1466083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1466106.375000 Penalty: 4811.242676
	Iteration 29Q: 3 clusters Score -1466106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1466117.625000 Penalty: 4811.242676
	Iteration 30Q: 3 clusters Score -1466118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1466122.750000 Penalty: 4811.242676
	Iteration 31Q: 3 clusters Score -1466123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1466131.875000 Penalty: 4811.242676
	Iteration 32Q: 3 clusters Score -1466132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1466138.375000 Penalty: 4811.242676
	Iteration 33Q: 3 clusters Score -1466138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1466141.375000 Penalty: 4811.242676
	Iteration 34Q: 3 clusters Score -1466141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1466143.875000 Penalty: 4811.242676
	Iteration 35Q: 3 clusters Score -1466144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1466145.625000 Penalty: 4811.242676
	Iteration 36Q: 3 clusters Score -1466146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1466148.750000 Penalty: 4811.242676
	Iteration 37Q: 3 clusters Score -1466149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1466150.625000 Penalty: 4811.242676
	Iteration 38Q: 3 clusters Score -1466151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1466152.875000 Penalty: 4811.242676
	Iteration 39Q: 3 clusters Score -1466153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1466161.125000 Penalty: 4811.242676
	Iteration 40F: 3 clusters Score -1466161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1466164.875000 Penalty: 4811.242676
	Iteration 41Q: 3 clusters Score -1466165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1466166.000000 Penalty: 4811.242676
	Iteration 42Q: 3 clusters Score -1466166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1466171.125000 Penalty: 4811.242676
	Iteration 43Q: 3 clusters Score -1466171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1466176.125000 Penalty: 4811.242676
	Iteration 44Q: 3 clusters Score -1466176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1466180.750000 Penalty: 4811.242676
	Iteration 45Q: 3 clusters Score -1466181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1466180.750000 Penalty: 4811.242676
	Iteration 46Q: 3 clusters Score -1466181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1466183.750000 Penalty: 4811.242676
	Iteration 47Q: 3 clusters Score -1466184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1466186.625000 Penalty: 4811.242676
	Iteration 48Q: 3 clusters Score -1466187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1466187.500000 Penalty: 4811.242676
	Iteration 49Q: 3 clusters Score -1466188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1466188.750000 Penalty: 4811.242676
	Iteration 50Q: 3 clusters Score -1466189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1466187.625000 Penalty: 4811.242676
	Iteration 51Q: 3 clusters Score -1466188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1466191.375000 Penalty: 4811.242676
	Iteration 52Q: 3 clusters Score -1466191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1466191.250000 Penalty: 4811.242676
	Iteration 53Q: 3 clusters Score -1466191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1466193.125000 Penalty: 4811.242676
	Iteration 54Q: 3 clusters Score -1466193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1466193.125000 Penalty: 4811.242676
	Iteration 55F: 3 clusters Score -1466193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Entering Unmasked Estep 
Score: -2258296.750000 Penalty: 2520.673096
	Iteration 0F: 2 clusters Score -2258297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2240372.000000 Penalty: 5041.346191
	Iteration 0F: 3 clusters Score -2240372 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2246774.000000 Penalty: 5041.346191
	Iteration 1F: 3 clusters Score -2246774 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2247415.750000 Penalty: 5041.346191
	Iteration 2F: 3 clusters Score -2247416 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2248071.750000 Penalty: 5041.346191
	Iteration 3F: 3 clusters Score -2248072 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2248809.000000 Penalty: 5041.346191
	Iteration 4F: 3 clusters Score -2248809 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2249656.750000 Penalty: 5041.346191
	Iteration 5F: 3 clusters Score -2249657 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2250530.000000 Penalty: 5041.346191
	Iteration 6F: 3 clusters Score -2250530 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2251415.500000 Penalty: 5041.346191
	Iteration 7F: 3 clusters Score -2251416 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2252245.750000 Penalty: 5041.346191
	Iteration 8F: 3 clusters Score -2252246 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2253018.500000 Penalty: 5041.346191
	Iteration 9Q: 3 clusters Score -2253018 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2253558.750000 Penalty: 5041.346191
	Iteration 10Q: 3 clusters Score -2253559 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2253976.500000 Penalty: 5041.346191
	Iteration 11Q: 3 clusters Score -2253976 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2254249.500000 Penalty: 5041.346191
	Iteration 12Q: 3 clusters Score -2254250 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2254415.000000 Penalty: 5041.346191
	Iteration 13Q: 3 clusters Score -2254415 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2254548.000000 Penalty: 5041.346191
	Iteration 14Q: 3 clusters Score -2254548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2254669.500000 Penalty: 5041.346191
	Iteration 15Q: 3 clusters Score -2254670 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2254756.250000 Penalty: 5041.346191
	Iteration 16Q: 3 clusters Score -2254756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2254827.000000 Penalty: 5041.346191
	Iteration 17Q: 3 clusters Score -2254827 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2254902.500000 Penalty: 5041.346191
	Iteration 18Q: 3 clusters Score -2254902 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2254963.250000 Penalty: 5041.346191
	Iteration 19Q: 3 clusters Score -2254963 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2255028.000000 Penalty: 5041.346191
	Iteration 20F: 3 clusters Score -2255028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2255091.750000 Penalty: 5041.346191
	Iteration 21Q: 3 clusters Score -2255092 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2255176.500000 Penalty: 5041.346191
	Iteration 22Q: 3 clusters Score -2255176 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2255270.500000 Penalty: 5041.346191
	Iteration 23Q: 3 clusters Score -2255270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2255355.000000 Penalty: 5041.346191
	Iteration 24Q: 3 clusters Score -2255355 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2255434.750000 Penalty: 5041.346191
	Iteration 25Q: 3 clusters Score -2255435 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2255522.000000 Penalty: 5041.346191
	Iteration 26Q: 3 clusters Score -2255522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2255625.750000 Penalty: 5041.346191
	Iteration 27Q: 3 clusters Score -2255626 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2255720.500000 Penalty: 5041.346191
	Iteration 28Q: 3 clusters Score -2255720 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2255795.750000 Penalty: 5041.346191
	Iteration 29Q: 3 clusters Score -2255796 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2255856.750000 Penalty: 5041.346191
	Iteration 30Q: 3 clusters Score -2255857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2255896.000000 Penalty: 5041.346191
	Iteration 31Q: 3 clusters Score -2255896 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2255940.500000 Penalty: 5041.346191
	Iteration 32Q: 3 clusters Score -2255940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2255967.750000 Penalty: 5041.346191
	Iteration 33Q: 3 clusters Score -2255968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2256018.250000 Penalty: 5041.346191
	Iteration 34Q: 3 clusters Score -2256018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2256053.000000 Penalty: 5041.346191
	Iteration 35Q: 3 clusters Score -2256053 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2256086.000000 Penalty: 5041.346191
	Iteration 36Q: 3 clusters Score -2256086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2256101.000000 Penalty: 5041.346191
	Iteration 37Q: 3 clusters Score -2256101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2256111.250000 Penalty: 5041.346191
	Iteration 38Q: 3 clusters Score -2256111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2256130.500000 Penalty: 5041.346191
	Iteration 39Q: 3 clusters Score -2256130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2256144.500000 Penalty: 5041.346191
	Iteration 40F: 3 clusters Score -2256144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2256154.750000 Penalty: 5041.346191
	Iteration 41Q: 3 clusters Score -2256155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2256167.750000 Penalty: 5041.346191
	Iteration 42Q: 3 clusters Score -2256168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2256178.500000 Penalty: 5041.346191
	Iteration 43Q: 3 clusters Score -2256178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2256188.750000 Penalty: 5041.346191
	Iteration 44Q: 3 clusters Score -2256189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2256193.000000 Penalty: 5041.346191
	Iteration 45Q: 3 clusters Score -2256193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2256196.000000 Penalty: 5041.346191
	Iteration 46Q: 3 clusters Score -2256196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2256212.250000 Penalty: 5041.346191
	Iteration 47Q: 3 clusters Score -2256212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2256229.000000 Penalty: 5041.346191
	Iteration 48Q: 3 clusters Score -2256229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2256241.750000 Penalty: 5041.346191
	Iteration 49Q: 3 clusters Score -2256242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2256249.250000 Penalty: 5041.346191
	Iteration 50Q: 3 clusters Score -2256249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2256260.250000 Penalty: 5041.346191
	Iteration 51Q: 3 clusters Score -2256260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2256266.500000 Penalty: 5041.346191
	Iteration 52Q: 3 clusters Score -2256266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2256268.500000 Penalty: 5041.346191
	Iteration 53Q: 3 clusters Score -2256268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2256269.500000 Penalty: 5041.346191
	Iteration 54Q: 3 clusters Score -2256270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2256271.000000 Penalty: 5041.346191
	Iteration 55Q: 3 clusters Score -2256271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2256274.000000 Penalty: 5041.346191
	Iteration 56Q: 3 clusters Score -2256274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2256276.000000 Penalty: 5041.346191
	Iteration 57Q: 3 clusters Score -2256276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2256279.000000 Penalty: 5041.346191
	Iteration 58Q: 3 clusters Score -2256279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2256279.500000 Penalty: 5041.346191
	Iteration 59Q: 3 clusters Score -2256280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2256279.000000 Penalty: 5041.346191
	Iteration 60F: 3 clusters Score -2256279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2256277.750000 Penalty: 5041.346191
	Iteration 61Q: 3 clusters Score -2256278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2256282.750000 Penalty: 5041.346191
	Iteration 62Q: 3 clusters Score -2256283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2256287.750000 Penalty: 5041.346191
	Iteration 63Q: 3 clusters Score -2256288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2256283.750000 Penalty: 5041.346191
	Iteration 64Q: 3 clusters Score -2256284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2256286.000000 Penalty: 5041.346191
	Iteration 65Q: 3 clusters Score -2256286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2256289.500000 Penalty: 5041.346191
	Iteration 66Q: 3 clusters Score -2256290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2256289.000000 Penalty: 5041.346191
	Iteration 67Q: 3 clusters Score -2256289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2256289.250000 Penalty: 5041.346191
	Iteration 68Q: 3 clusters Score -2256289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2256288.500000 Penalty: 5041.346191
	Iteration 69Q: 3 clusters Score -2256288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2256283.750000 Penalty: 5041.346191
	Iteration 70Q: 3 clusters Score -2256284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2256285.500000 Penalty: 5041.346191
	Iteration 71Q: 3 clusters Score -2256286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2256285.000000 Penalty: 5041.346191
	Iteration 72Q: 3 clusters Score -2256285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2256288.000000 Penalty: 5041.346191
	Iteration 73Q: 3 clusters Score -2256288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2256292.500000 Penalty: 5041.346191
	Iteration 74Q: 3 clusters Score -2256292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2256297.500000 Penalty: 5041.346191
	Iteration 75Q: 3 clusters Score -2256298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2256296.250000 Penalty: 5041.346191
	Iteration 76Q: 3 clusters Score -2256296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2256296.250000 Penalty: 5041.346191
	Iteration 77F: 3 clusters Score -2256296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22335.613281 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22335.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21089.490234 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21089.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21175.263672 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21175.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21185.791016 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21185.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21185.791016 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -21185.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -251954.218750 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -251954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -248595.609375 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -248595.6 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -249377.718750 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -249377.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -249576.078125 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -249576.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -249702.765625 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -249702.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -249767.796875 Penalty: 3994.097168
	Iteration 4Q: 3 clusters Score -249767.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -249799.328125 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -249799.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -249823.578125 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -249823.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -249842.640625 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -249842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -249860.312500 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -249860.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -249874.812500 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -249874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -249884.750000 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -249884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -249892.140625 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -249892.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -249898.031250 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -249898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -249901.390625 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -249901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -249908.421875 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -249908.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -249915.421875 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -249915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -249919.375000 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -249919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249922.203125 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -249922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -249924.375000 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -249924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249925.875000 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -249925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -249926.171875 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -249926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -249927.609375 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -249927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -249927.281250 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -249927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -249927.281250 Penalty: 3994.097168
	Iteration 23F: 3 clusters Score -249927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (205191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205191 members 
Entering Unmasked Estep 
Score: -18290058.000000 Penalty: 3033.460693
	Iteration 0F: 2 clusters Score -1.829006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 102632 members 
Entering Unmasked Estep 
Score: -18152500.000000 Penalty: 6066.921387
	Iteration 0F: 3 clusters Score -1.81525e+07 nChanged 98653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -18209700.000000 Penalty: 6066.921387
	Iteration 1F: 3 clusters Score -1.82097e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -18210548.000000 Penalty: 6066.921387
	Iteration 2Q: 3 clusters Score -1.821055e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -18211682.000000 Penalty: 6066.921387
	Iteration 3Q: 3 clusters Score -1.821168e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 111480 members 
Entering Unmasked Estep 
Score: -18213262.000000 Penalty: 6066.921387
	Iteration 4Q: 3 clusters Score -1.821326e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -18215498.000000 Penalty: 6066.921387
	Iteration 5Q: 3 clusters Score -1.82155e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -18219302.000000 Penalty: 6066.921387
	Iteration 6Q: 3 clusters Score -1.82193e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -18225562.000000 Penalty: 6066.921387
	Iteration 7F: 3 clusters Score -1.822556e+07 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 148644 members 
Entering Unmasked Estep 
Score: -18235790.000000 Penalty: 6066.921387
	Iteration 8F: 3 clusters Score -1.823579e+07 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 165112 members 
Entering Unmasked Estep 
Score: -18249516.000000 Penalty: 6066.921387
	Iteration 9F: 3 clusters Score -1.824952e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 181503 members 
Entering Unmasked Estep 
Score: -18264756.000000 Penalty: 6066.921387
	Iteration 10F: 3 clusters Score -1.826476e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 194131 members 
Entering Unmasked Estep 
Score: -18277146.000000 Penalty: 6066.921387
	Iteration 11F: 3 clusters Score -1.827715e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 201047 members 
Entering Unmasked Estep 
Score: -18283742.000000 Penalty: 6066.921387
	Iteration 12Q: 3 clusters Score -1.828374e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 203792 members 
Entering Unmasked Estep 
Score: -18286196.000000 Penalty: 6066.921387
	Iteration 13Q: 3 clusters Score -1.82862e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 204610 members 
Entering Unmasked Estep 
Score: -18286934.000000 Penalty: 6066.921387
	Iteration 14Q: 3 clusters Score -1.828693e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 204835 members 
Entering Unmasked Estep 
Score: -18287142.000000 Penalty: 6066.921387
	Iteration 15Q: 3 clusters Score -1.828714e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 204895 members 
Entering Unmasked Estep 
Score: -18287234.000000 Penalty: 6066.921387
	Iteration 16Q: 3 clusters Score -1.828723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 204928 members 
Entering Unmasked Estep 
Score: -18287296.000000 Penalty: 6066.921387
	Iteration 17Q: 3 clusters Score -1.82873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204945 members 
Entering Unmasked Estep 
Score: -18287328.000000 Penalty: 6066.921387
	Iteration 18Q: 3 clusters Score -1.828733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204954 members 
Entering Unmasked Estep 
Score: -18287330.000000 Penalty: 6066.921387
	Iteration 19Q: 3 clusters Score -1.828733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204960 members 
Entering Unmasked Estep 
Score: -18287356.000000 Penalty: 6066.921387
	Iteration 20F: 3 clusters Score -1.828736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204964 members 
Entering Unmasked Estep 
Score: -18287362.000000 Penalty: 6066.921387
	Iteration 21Q: 3 clusters Score -1.828736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204964 members 
Entering Unmasked Estep 
Score: -18287366.000000 Penalty: 6066.921387
	Iteration 22Q: 3 clusters Score -1.828737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204965 members 
Entering Unmasked Estep 
Score: -18287388.000000 Penalty: 6066.921387
	Iteration 23Q: 3 clusters Score -1.828739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204965 members 
Entering Unmasked Estep 
Score: -18287388.000000 Penalty: 6066.921387
	Iteration 24Q: 3 clusters Score -1.828739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204965 members 
Entering Unmasked Estep 
Score: -18287388.000000 Penalty: 6066.921387
	Iteration 25F: 3 clusters Score -1.828739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Entering Unmasked Estep 
Score: -1885238.625000 Penalty: 2470.889648
	Iteration 0F: 2 clusters Score -1885239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1870303.625000 Penalty: 4941.779297
	Iteration 0F: 3 clusters Score -1870304 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1875196.625000 Penalty: 4941.779297
	Iteration 1F: 3 clusters Score -1875197 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1875542.625000 Penalty: 4941.779297
	Iteration 2Q: 3 clusters Score -1875543 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1875839.875000 Penalty: 4941.779297
	Iteration 3Q: 3 clusters Score -1875840 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1876148.750000 Penalty: 4941.779297
	Iteration 4Q: 3 clusters Score -1876149 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1876523.000000 Penalty: 4941.779297
	Iteration 5Q: 3 clusters Score -1876523 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1877034.750000 Penalty: 4941.779297
	Iteration 6Q: 3 clusters Score -1877035 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1877756.250000 Penalty: 4941.779297
	Iteration 7F: 3 clusters Score -1877756 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1878792.625000 Penalty: 4941.779297
	Iteration 8F: 3 clusters Score -1878793 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1880055.000000 Penalty: 4941.779297
	Iteration 9F: 3 clusters Score -1880055 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1881227.875000 Penalty: 4941.779297
	Iteration 10F: 3 clusters Score -1881228 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1882054.000000 Penalty: 4941.779297
	Iteration 11Q: 3 clusters Score -1882054 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1882527.875000 Penalty: 4941.779297
	Iteration 12Q: 3 clusters Score -1882528 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -1882794.000000 Penalty: 4941.779297
	Iteration 13Q: 3 clusters Score -1882794 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1882924.375000 Penalty: 4941.779297
	Iteration 14Q: 3 clusters Score -1882924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1882973.125000 Penalty: 4941.779297
	Iteration 15Q: 3 clusters Score -1882973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1883011.875000 Penalty: 4941.779297
	Iteration 16Q: 3 clusters Score -1883012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -1883036.000000 Penalty: 4941.779297
	Iteration 17Q: 3 clusters Score -1883036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1883055.250000 Penalty: 4941.779297
	Iteration 18Q: 3 clusters Score -1883055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1883062.375000 Penalty: 4941.779297
	Iteration 19Q: 3 clusters Score -1883062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1883066.250000 Penalty: 4941.779297
	Iteration 20F: 3 clusters Score -1883066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1883070.625000 Penalty: 4941.779297
	Iteration 21Q: 3 clusters Score -1883071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1883077.125000 Penalty: 4941.779297
	Iteration 22Q: 3 clusters Score -1883077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1883082.625000 Penalty: 4941.779297
	Iteration 23Q: 3 clusters Score -1883083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1883082.625000 Penalty: 4941.779297
	Iteration 24F: 3 clusters Score -1883083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -276401.406250 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -276401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -272949.593750 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -272949.6 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -273687.312500 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -273687.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -273887.593750 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -273887.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -273991.062500 Penalty: 4018.131348
	Iteration 3Q: 3 clusters Score -273991.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -274083.437500 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -274083.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -274173.218750 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -274173.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -274266.500000 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -274266.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -274335.750000 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -274335.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -274392.093750 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -274392.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -274436.250000 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -274436.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -274461.218750 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -274461.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274483.250000 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -274483.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -274503.437500 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -274503.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -274522.656250 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -274522.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -274539.781250 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -274539.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -274553.937500 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -274553.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -274577.343750 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -274577.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274602.375000 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -274602.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274627.375000 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -274627.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -274651.031250 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -274651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -274675.437500 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -274675.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274698.281250 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -274698.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -274717.718750 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -274717.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274735.843750 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -274735.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -274753.062500 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -274753.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -274764.968750 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -274765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -274772.937500 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -274772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274780.250000 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -274780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -274786.781250 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -274786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -274795.687500 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -274795.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -274806.406250 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -274806.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -274817.687500 Penalty: 4018.131348
	Iteration 31Q: 3 clusters Score -274817.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274833.968750 Penalty: 4018.131348
	Iteration 32Q: 3 clusters Score -274834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -274848.031250 Penalty: 4018.131348
	Iteration 33Q: 3 clusters Score -274848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -274865.781250 Penalty: 4018.131348
	Iteration 34Q: 3 clusters Score -274865.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -274882.406250 Penalty: 4018.131348
	Iteration 35Q: 3 clusters Score -274882.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -274892.125000 Penalty: 4018.131348
	Iteration 36Q: 3 clusters Score -274892.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -274900.593750 Penalty: 4018.131348
	Iteration 37Q: 3 clusters Score -274900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -274907.125000 Penalty: 4018.131348
	Iteration 38Q: 3 clusters Score -274907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -274909.125000 Penalty: 4018.131348
	Iteration 39Q: 3 clusters Score -274909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -274910.375000 Penalty: 4018.131348
	Iteration 40F: 3 clusters Score -274910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -274911.093750 Penalty: 4018.131348
	Iteration 41Q: 3 clusters Score -274911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -274912.406250 Penalty: 4018.131348
	Iteration 42Q: 3 clusters Score -274912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -274915.468750 Penalty: 4018.131348
	Iteration 43Q: 3 clusters Score -274915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -274917.906250 Penalty: 4018.131348
	Iteration 44Q: 3 clusters Score -274917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -274920.468750 Penalty: 4018.131348
	Iteration 45Q: 3 clusters Score -274920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -274926.375000 Penalty: 4018.131348
	Iteration 46Q: 3 clusters Score -274926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -274928.406250 Penalty: 4018.131348
	Iteration 47Q: 3 clusters Score -274928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -274930.281250 Penalty: 4018.131348
	Iteration 48Q: 3 clusters Score -274930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -274932.687500 Penalty: 4018.131348
	Iteration 49Q: 3 clusters Score -274932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -274932.687500 Penalty: 4018.131348
	Iteration 50F: 3 clusters Score -274932.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Entering Unmasked Estep 
Score: -913521.812500 Penalty: 2287.416748
	Iteration 0F: 2 clusters Score -913521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -905798.312500 Penalty: 4574.833496
	Iteration 0F: 3 clusters Score -905798.3 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -908095.250000 Penalty: 4574.833496
	Iteration 1F: 3 clusters Score -908095.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -908388.687500 Penalty: 4574.833496
	Iteration 2F: 3 clusters Score -908388.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -908601.812500 Penalty: 4574.833496
	Iteration 3Q: 3 clusters Score -908601.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -908778.812500 Penalty: 4574.833496
	Iteration 4Q: 3 clusters Score -908778.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -908954.062500 Penalty: 4574.833496
	Iteration 5Q: 3 clusters Score -908954.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -909170.062500 Penalty: 4574.833496
	Iteration 6Q: 3 clusters Score -909170.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -909427.500000 Penalty: 4574.833496
	Iteration 7Q: 3 clusters Score -909427.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -909709.187500 Penalty: 4574.833496
	Iteration 8Q: 3 clusters Score -909709.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -910012.562500 Penalty: 4574.833496
	Iteration 9Q: 3 clusters Score -910012.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -910290.500000 Penalty: 4574.833496
	Iteration 10Q: 3 clusters Score -910290.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -910582.062500 Penalty: 4574.833496
	Iteration 11Q: 3 clusters Score -910582.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -910829.500000 Penalty: 4574.833496
	Iteration 12Q: 3 clusters Score -910829.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -911000.000000 Penalty: 4574.833496
	Iteration 13Q: 3 clusters Score -911000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -911116.000000 Penalty: 4574.833496
	Iteration 14Q: 3 clusters Score -911116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -911202.937500 Penalty: 4574.833496
	Iteration 15Q: 3 clusters Score -911202.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -911263.125000 Penalty: 4574.833496
	Iteration 16Q: 3 clusters Score -911263.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -911305.625000 Penalty: 4574.833496
	Iteration 17Q: 3 clusters Score -911305.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -911341.625000 Penalty: 4574.833496
	Iteration 18Q: 3 clusters Score -911341.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -911365.562500 Penalty: 4574.833496
	Iteration 19Q: 3 clusters Score -911365.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -911387.500000 Penalty: 4574.833496
	Iteration 20F: 3 clusters Score -911387.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -911407.062500 Penalty: 4574.833496
	Iteration 21Q: 3 clusters Score -911407.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -911423.062500 Penalty: 4574.833496
	Iteration 22Q: 3 clusters Score -911423.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -911436.562500 Penalty: 4574.833496
	Iteration 23Q: 3 clusters Score -911436.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -911451.125000 Penalty: 4574.833496
	Iteration 24Q: 3 clusters Score -911451.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -911468.750000 Penalty: 4574.833496
	Iteration 25Q: 3 clusters Score -911468.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -911480.312500 Penalty: 4574.833496
	Iteration 26Q: 3 clusters Score -911480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -911491.875000 Penalty: 4574.833496
	Iteration 27Q: 3 clusters Score -911491.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -911500.750000 Penalty: 4574.833496
	Iteration 28Q: 3 clusters Score -911500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -911506.312500 Penalty: 4574.833496
	Iteration 29Q: 3 clusters Score -911506.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -911511.312500 Penalty: 4574.833496
	Iteration 30Q: 3 clusters Score -911511.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -911519.312500 Penalty: 4574.833496
	Iteration 31Q: 3 clusters Score -911519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -911523.375000 Penalty: 4574.833496
	Iteration 32Q: 3 clusters Score -911523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -911528.625000 Penalty: 4574.833496
	Iteration 33Q: 3 clusters Score -911528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -911532.000000 Penalty: 4574.833496
	Iteration 34Q: 3 clusters Score -911532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -911535.312500 Penalty: 4574.833496
	Iteration 35Q: 3 clusters Score -911535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -911535.750000 Penalty: 4574.833496
	Iteration 36Q: 3 clusters Score -911535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -911537.687500 Penalty: 4574.833496
	Iteration 37Q: 3 clusters Score -911537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -911539.750000 Penalty: 4574.833496
	Iteration 38Q: 3 clusters Score -911539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -911542.812500 Penalty: 4574.833496
	Iteration 39Q: 3 clusters Score -911542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -911547.250000 Penalty: 4574.833496
	Iteration 40F: 3 clusters Score -911547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -911550.562500 Penalty: 4574.833496
	Iteration 41Q: 3 clusters Score -911550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -911553.125000 Penalty: 4574.833496
	Iteration 42Q: 3 clusters Score -911553.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -911562.062500 Penalty: 4574.833496
	Iteration 43Q: 3 clusters Score -911562.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -911570.125000 Penalty: 4574.833496
	Iteration 44Q: 3 clusters Score -911570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -911573.312500 Penalty: 4574.833496
	Iteration 45Q: 3 clusters Score -911573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -911575.812500 Penalty: 4574.833496
	Iteration 46Q: 3 clusters Score -911575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -911574.625000 Penalty: 4574.833496
	Iteration 47Q: 3 clusters Score -911574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -911576.000000 Penalty: 4574.833496
	Iteration 48Q: 3 clusters Score -911576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -911577.562500 Penalty: 4574.833496
	Iteration 49Q: 3 clusters Score -911577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -911578.812500 Penalty: 4574.833496
	Iteration 50Q: 3 clusters Score -911578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -911581.375000 Penalty: 4574.833496
	Iteration 51Q: 3 clusters Score -911581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -911581.187500 Penalty: 4574.833496
	Iteration 52Q: 3 clusters Score -911581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -911581.187500 Penalty: 4574.833496
	Iteration 53F: 3 clusters Score -911581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -296043.968750 Penalty: 2026.416382
	Iteration 0F: 2 clusters Score -296044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -292473.593750 Penalty: 4052.832764
	Iteration 0F: 3 clusters Score -292473.6 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -293226.406250 Penalty: 4052.832764
	Iteration 1F: 3 clusters Score -293226.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -293451.218750 Penalty: 4052.832764
	Iteration 2F: 3 clusters Score -293451.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -293604.437500 Penalty: 4052.832764
	Iteration 3F: 3 clusters Score -293604.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -293740.156250 Penalty: 4052.832764
	Iteration 4Q: 3 clusters Score -293740.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -293859.250000 Penalty: 4052.832764
	Iteration 5Q: 3 clusters Score -293859.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -293956.437500 Penalty: 4052.832764
	Iteration 6Q: 3 clusters Score -293956.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -294039.312500 Penalty: 4052.832764
	Iteration 7Q: 3 clusters Score -294039.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294110.781250 Penalty: 4052.832764
	Iteration 8Q: 3 clusters Score -294110.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -294160.156250 Penalty: 4052.832764
	Iteration 9Q: 3 clusters Score -294160.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -294201.968750 Penalty: 4052.832764
	Iteration 10Q: 3 clusters Score -294202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -294246.375000 Penalty: 4052.832764
	Iteration 11Q: 3 clusters Score -294246.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -294282.812500 Penalty: 4052.832764
	Iteration 12Q: 3 clusters Score -294282.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -294312.625000 Penalty: 4052.832764
	Iteration 13Q: 3 clusters Score -294312.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -294341.156250 Penalty: 4052.832764
	Iteration 14Q: 3 clusters Score -294341.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -294365.406250 Penalty: 4052.832764
	Iteration 15Q: 3 clusters Score -294365.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -294385.937500 Penalty: 4052.832764
	Iteration 16Q: 3 clusters Score -294385.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -294402.468750 Penalty: 4052.832764
	Iteration 17Q: 3 clusters Score -294402.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -294410.812500 Penalty: 4052.832764
	Iteration 18Q: 3 clusters Score -294410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -294417.281250 Penalty: 4052.832764
	Iteration 19Q: 3 clusters Score -294417.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -294425.625000 Penalty: 4052.832764
	Iteration 20F: 3 clusters Score -294425.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -294431.968750 Penalty: 4052.832764
	Iteration 21Q: 3 clusters Score -294432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -294437.375000 Penalty: 4052.832764
	Iteration 22Q: 3 clusters Score -294437.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -294442.625000 Penalty: 4052.832764
	Iteration 23Q: 3 clusters Score -294442.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -294447.218750 Penalty: 4052.832764
	Iteration 24Q: 3 clusters Score -294447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -294450.406250 Penalty: 4052.832764
	Iteration 25Q: 3 clusters Score -294450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -294452.062500 Penalty: 4052.832764
	Iteration 26Q: 3 clusters Score -294452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -294453.593750 Penalty: 4052.832764
	Iteration 27Q: 3 clusters Score -294453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -294453.500000 Penalty: 4052.832764
	Iteration 28Q: 3 clusters Score -294453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -294454.062500 Penalty: 4052.832764
	Iteration 29Q: 3 clusters Score -294454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -294454.062500 Penalty: 4052.832764
	Iteration 30F: 3 clusters Score -294454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -580415.937500 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -580415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -574694.312500 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -574694.3 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -576204.625000 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -576204.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -576470.312500 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -576470.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -576641.125000 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -576641.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -576751.125000 Penalty: 4386.933594
	Iteration 4Q: 3 clusters Score -576751.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -576838.500000 Penalty: 4386.933594
	Iteration 5Q: 3 clusters Score -576838.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -576917.562500 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -576917.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -576980.625000 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -576980.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -577022.187500 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -577022.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -577073.812500 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -577073.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -577131.375000 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -577131.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -577205.187500 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -577205.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -577284.375000 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -577284.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -577355.875000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -577355.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -577454.750000 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -577454.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -577579.500000 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -577579.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -577719.312500 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -577719.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -577834.562500 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -577834.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -577979.812500 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -577979.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -578097.000000 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -578097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -578173.125000 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -578173.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -578235.625000 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -578235.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -578298.312500 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -578298.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -578368.250000 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -578368.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -578419.812500 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -578419.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -578456.375000 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -578456.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -578483.625000 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -578483.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -578505.500000 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -578505.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -578533.500000 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -578533.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -578549.000000 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -578549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -578565.625000 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -578565.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -578578.062500 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -578578.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -578588.875000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -578588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -578596.500000 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -578596.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -578604.625000 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -578604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -578609.312500 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -578609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -578613.125000 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -578613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -578614.625000 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -578614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -578620.500000 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -578620.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -578629.000000 Penalty: 4386.933594
	Iteration 39Q: 3 clusters Score -578629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -578634.187500 Penalty: 4386.933594
	Iteration 40F: 3 clusters Score -578634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -578638.687500 Penalty: 4386.933594
	Iteration 41Q: 3 clusters Score -578638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -578641.375000 Penalty: 4386.933594
	Iteration 42Q: 3 clusters Score -578641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -578643.875000 Penalty: 4386.933594
	Iteration 43Q: 3 clusters Score -578643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -578645.812500 Penalty: 4386.933594
	Iteration 44Q: 3 clusters Score -578645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -578649.000000 Penalty: 4386.933594
	Iteration 45Q: 3 clusters Score -578649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -578653.750000 Penalty: 4386.933594
	Iteration 46Q: 3 clusters Score -578653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -578655.562500 Penalty: 4386.933594
	Iteration 47Q: 3 clusters Score -578655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -578657.812500 Penalty: 4386.933594
	Iteration 48Q: 3 clusters Score -578657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -578662.187500 Penalty: 4386.933594
	Iteration 49Q: 3 clusters Score -578662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -578668.187500 Penalty: 4386.933594
	Iteration 50Q: 3 clusters Score -578668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -578673.250000 Penalty: 4386.933594
	Iteration 51Q: 3 clusters Score -578673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -578676.437500 Penalty: 4386.933594
	Iteration 52Q: 3 clusters Score -578676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -578679.500000 Penalty: 4386.933594
	Iteration 53Q: 3 clusters Score -578679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -578679.750000 Penalty: 4386.933594
	Iteration 54Q: 3 clusters Score -578679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -578679.750000 Penalty: 4386.933594
	Iteration 55F: 3 clusters Score -578679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -525001.062500 Penalty: 2170.992676
	Iteration 0F: 2 clusters Score -525001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -519591.062500 Penalty: 4341.985352
	Iteration 0F: 3 clusters Score -519591.1 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -521315.437500 Penalty: 4341.985352
	Iteration 1F: 3 clusters Score -521315.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -521946.687500 Penalty: 4341.985352
	Iteration 2F: 3 clusters Score -521946.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522565.093750 Penalty: 4341.985352
	Iteration 3F: 3 clusters Score -522565.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -523124.562500 Penalty: 4341.985352
	Iteration 4F: 3 clusters Score -523124.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -523659.437500 Penalty: 4341.985352
	Iteration 5F: 3 clusters Score -523659.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -524233.625000 Penalty: 4341.985352
	Iteration 6F: 3 clusters Score -524233.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -524719.500000 Penalty: 4341.985352
	Iteration 7F: 3 clusters Score -524719.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -525126.312500 Penalty: 4341.985352
	Iteration 8Q: 3 clusters Score -525126.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -525424.437500 Penalty: 4341.985352
	Iteration 9Q: 3 clusters Score -525424.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -525557.562500 Penalty: 4341.985352
	Iteration 10Q: 3 clusters Score -525557.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -525607.875000 Penalty: 4341.985352
	Iteration 11Q: 3 clusters Score -525607.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -525631.062500 Penalty: 4341.985352
	Iteration 12Q: 3 clusters Score -525631.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -525641.312500 Penalty: 4341.985352
	Iteration 13Q: 3 clusters Score -525641.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -525646.250000 Penalty: 4341.985352
	Iteration 14Q: 3 clusters Score -525646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -525647.437500 Penalty: 4341.985352
	Iteration 15Q: 3 clusters Score -525647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -525649.562500 Penalty: 4341.985352
	Iteration 16Q: 3 clusters Score -525649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -525651.375000 Penalty: 4341.985352
	Iteration 17Q: 3 clusters Score -525651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -525650.625000 Penalty: 4341.985352
	Iteration 18Q: 3 clusters Score -525650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -525651.125000 Penalty: 4341.985352
	Iteration 19Q: 3 clusters Score -525651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -525653.937500 Penalty: 4341.985352
	Iteration 20F: 3 clusters Score -525653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -525654.437500 Penalty: 4341.985352
	Iteration 21Q: 3 clusters Score -525654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -525654.500000 Penalty: 4341.985352
	Iteration 22Q: 3 clusters Score -525654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -525656.375000 Penalty: 4341.985352
	Iteration 23Q: 3 clusters Score -525656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -525657.250000 Penalty: 4341.985352
	Iteration 24Q: 3 clusters Score -525657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -525657.000000 Penalty: 4341.985352
	Iteration 25Q: 3 clusters Score -525657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -525657.000000 Penalty: 4341.985352
	Iteration 26F: 3 clusters Score -525657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 37374 members 
Mstep: Class 3 contains 202168 members 
Mstep: Class 4 contains 38816 members 
Mstep: Class 5 contains 94525 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 426714 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122571 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62124 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 21232 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10132 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 4523 members 
Entering Unmasked Estep 
Score: -146478256.000000 Penalty: 124552.312500
Splitting cluster 27 changes total score from -146478976.000000 to -146478256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (25210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Entering Unmasked Estep 
Score: -2160255.500000 Penalty: 2513.479004
	Iteration 0F: 2 clusters Score -2160256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2142997.250000 Penalty: 5026.958008
	Iteration 0F: 3 clusters Score -2142997 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2148854.500000 Penalty: 5026.958008
	Iteration 1F: 3 clusters Score -2148854 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2149266.000000 Penalty: 5026.958008
	Iteration 2Q: 3 clusters Score -2149266 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2149695.000000 Penalty: 5026.958008
	Iteration 3Q: 3 clusters Score -2149695 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2150203.250000 Penalty: 5026.958008
	Iteration 4Q: 3 clusters Score -2150203 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2150887.750000 Penalty: 5026.958008
	Iteration 5Q: 3 clusters Score -2150888 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2151684.500000 Penalty: 5026.958008
	Iteration 6Q: 3 clusters Score -2151684 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2152662.750000 Penalty: 5026.958008
	Iteration 7F: 3 clusters Score -2152663 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2153704.250000 Penalty: 5026.958008
	Iteration 8F: 3 clusters Score -2153704 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2154753.750000 Penalty: 5026.958008
	Iteration 9F: 3 clusters Score -2154754 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2155658.250000 Penalty: 5026.958008
	Iteration 10Q: 3 clusters Score -2155658 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2156408.500000 Penalty: 5026.958008
	Iteration 11Q: 3 clusters Score -2156408 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2156958.750000 Penalty: 5026.958008
	Iteration 12Q: 3 clusters Score -2156959 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2157294.500000 Penalty: 5026.958008
	Iteration 13Q: 3 clusters Score -2157294 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2157532.500000 Penalty: 5026.958008
	Iteration 14Q: 3 clusters Score -2157532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2157712.250000 Penalty: 5026.958008
	Iteration 15Q: 3 clusters Score -2157712 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2157812.250000 Penalty: 5026.958008
	Iteration 16Q: 3 clusters Score -2157812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2157886.500000 Penalty: 5026.958008
	Iteration 17Q: 3 clusters Score -2157886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2157944.250000 Penalty: 5026.958008
	Iteration 18Q: 3 clusters Score -2157944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2157983.500000 Penalty: 5026.958008
	Iteration 19Q: 3 clusters Score -2157984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2158005.500000 Penalty: 5026.958008
	Iteration 20F: 3 clusters Score -2158006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2158028.500000 Penalty: 5026.958008
	Iteration 21Q: 3 clusters Score -2158028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2158046.250000 Penalty: 5026.958008
	Iteration 22Q: 3 clusters Score -2158046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -2158061.000000 Penalty: 5026.958008
	Iteration 23Q: 3 clusters Score -2158061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2158072.250000 Penalty: 5026.958008
	Iteration 24Q: 3 clusters Score -2158072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2158083.750000 Penalty: 5026.958008
	Iteration 25Q: 3 clusters Score -2158084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2158095.750000 Penalty: 5026.958008
	Iteration 26Q: 3 clusters Score -2158096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2158102.000000 Penalty: 5026.958008
	Iteration 27Q: 3 clusters Score -2158102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2158105.750000 Penalty: 5026.958008
	Iteration 28Q: 3 clusters Score -2158106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2158111.500000 Penalty: 5026.958008
	Iteration 29Q: 3 clusters Score -2158112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2158122.750000 Penalty: 5026.958008
	Iteration 30Q: 3 clusters Score -2158123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2158126.250000 Penalty: 5026.958008
	Iteration 31Q: 3 clusters Score -2158126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2158132.000000 Penalty: 5026.958008
	Iteration 32Q: 3 clusters Score -2158132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -2158136.000000 Penalty: 5026.958008
	Iteration 33Q: 3 clusters Score -2158136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2158142.500000 Penalty: 5026.958008
	Iteration 34Q: 3 clusters Score -2158142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2158147.000000 Penalty: 5026.958008
	Iteration 35Q: 3 clusters Score -2158147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2158150.750000 Penalty: 5026.958008
	Iteration 36Q: 3 clusters Score -2158151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2158161.750000 Penalty: 5026.958008
	Iteration 37Q: 3 clusters Score -2158162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2158171.250000 Penalty: 5026.958008
	Iteration 38Q: 3 clusters Score -2158171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2158179.000000 Penalty: 5026.958008
	Iteration 39Q: 3 clusters Score -2158179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2158182.500000 Penalty: 5026.958008
	Iteration 40F: 3 clusters Score -2158182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2158186.000000 Penalty: 5026.958008
	Iteration 41Q: 3 clusters Score -2158186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2158186.000000 Penalty: 5026.958008
	Iteration 42Q: 3 clusters Score -2158186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2158186.250000 Penalty: 5026.958008
	Iteration 43Q: 3 clusters Score -2158186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2158187.000000 Penalty: 5026.958008
	Iteration 44Q: 3 clusters Score -2158187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2158186.250000 Penalty: 5026.958008
	Iteration 45Q: 3 clusters Score -2158186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2158185.500000 Penalty: 5026.958008
	Iteration 46Q: 3 clusters Score -2158186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2158185.500000 Penalty: 5026.958008
	Iteration 47F: 3 clusters Score -2158186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Entering Unmasked Estep 
Score: -1338065.750000 Penalty: 2412.234131
	Iteration 0F: 2 clusters Score -1338066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1325964.750000 Penalty: 4824.468262
	Iteration 0F: 3 clusters Score -1325965 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1329918.875000 Penalty: 4824.468262
	Iteration 1F: 3 clusters Score -1329919 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1330294.875000 Penalty: 4824.468262
	Iteration 2F: 3 clusters Score -1330295 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1330605.250000 Penalty: 4824.468262
	Iteration 3Q: 3 clusters Score -1330605 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1330869.250000 Penalty: 4824.468262
	Iteration 4Q: 3 clusters Score -1330869 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1331092.375000 Penalty: 4824.468262
	Iteration 5Q: 3 clusters Score -1331092 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1331310.500000 Penalty: 4824.468262
	Iteration 6Q: 3 clusters Score -1331310 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1331543.000000 Penalty: 4824.468262
	Iteration 7Q: 3 clusters Score -1331543 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1331796.250000 Penalty: 4824.468262
	Iteration 8Q: 3 clusters Score -1331796 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1332100.750000 Penalty: 4824.468262
	Iteration 9Q: 3 clusters Score -1332101 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1332430.125000 Penalty: 4824.468262
	Iteration 10Q: 3 clusters Score -1332430 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1332750.875000 Penalty: 4824.468262
	Iteration 11Q: 3 clusters Score -1332751 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1333070.375000 Penalty: 4824.468262
	Iteration 12Q: 3 clusters Score -1333070 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1333322.250000 Penalty: 4824.468262
	Iteration 13Q: 3 clusters Score -1333322 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1333528.375000 Penalty: 4824.468262
	Iteration 14Q: 3 clusters Score -1333528 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1333696.250000 Penalty: 4824.468262
	Iteration 15Q: 3 clusters Score -1333696 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1333810.750000 Penalty: 4824.468262
	Iteration 16Q: 3 clusters Score -1333811 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1333911.875000 Penalty: 4824.468262
	Iteration 17Q: 3 clusters Score -1333912 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1333995.000000 Penalty: 4824.468262
	Iteration 18Q: 3 clusters Score -1333995 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1334065.750000 Penalty: 4824.468262
	Iteration 19Q: 3 clusters Score -1334066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1334119.125000 Penalty: 4824.468262
	Iteration 20F: 3 clusters Score -1334119 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1334160.125000 Penalty: 4824.468262
	Iteration 21Q: 3 clusters Score -1334160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1334195.750000 Penalty: 4824.468262
	Iteration 22Q: 3 clusters Score -1334196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1334238.375000 Penalty: 4824.468262
	Iteration 23Q: 3 clusters Score -1334238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1334270.000000 Penalty: 4824.468262
	Iteration 24Q: 3 clusters Score -1334270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1334291.875000 Penalty: 4824.468262
	Iteration 25Q: 3 clusters Score -1334292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1334326.250000 Penalty: 4824.468262
	Iteration 26Q: 3 clusters Score -1334326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1334357.500000 Penalty: 4824.468262
	Iteration 27Q: 3 clusters Score -1334358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1334390.750000 Penalty: 4824.468262
	Iteration 28Q: 3 clusters Score -1334391 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1334419.750000 Penalty: 4824.468262
	Iteration 29Q: 3 clusters Score -1334420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1334449.500000 Penalty: 4824.468262
	Iteration 30Q: 3 clusters Score -1334450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1334478.000000 Penalty: 4824.468262
	Iteration 31Q: 3 clusters Score -1334478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1334510.250000 Penalty: 4824.468262
	Iteration 32Q: 3 clusters Score -1334510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1334537.500000 Penalty: 4824.468262
	Iteration 33Q: 3 clusters Score -1334538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1334563.250000 Penalty: 4824.468262
	Iteration 34Q: 3 clusters Score -1334563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1334594.250000 Penalty: 4824.468262
	Iteration 35Q: 3 clusters Score -1334594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1334626.500000 Penalty: 4824.468262
	Iteration 36Q: 3 clusters Score -1334626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1334650.000000 Penalty: 4824.468262
	Iteration 37Q: 3 clusters Score -1334650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1334695.750000 Penalty: 4824.468262
	Iteration 38Q: 3 clusters Score -1334696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1334727.875000 Penalty: 4824.468262
	Iteration 39Q: 3 clusters Score -1334728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1334771.125000 Penalty: 4824.468262
	Iteration 40F: 3 clusters Score -1334771 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1334803.125000 Penalty: 4824.468262
	Iteration 41Q: 3 clusters Score -1334803 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1334837.500000 Penalty: 4824.468262
	Iteration 42Q: 3 clusters Score -1334838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1334866.875000 Penalty: 4824.468262
	Iteration 43Q: 3 clusters Score -1334867 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1334893.500000 Penalty: 4824.468262
	Iteration 44Q: 3 clusters Score -1334894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1334920.500000 Penalty: 4824.468262
	Iteration 45Q: 3 clusters Score -1334920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1334947.125000 Penalty: 4824.468262
	Iteration 46Q: 3 clusters Score -1334947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1334981.000000 Penalty: 4824.468262
	Iteration 47Q: 3 clusters Score -1334981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1335007.250000 Penalty: 4824.468262
	Iteration 48Q: 3 clusters Score -1335007 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1335046.750000 Penalty: 4824.468262
	Iteration 49Q: 3 clusters Score -1335047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1335083.625000 Penalty: 4824.468262
	Iteration 50Q: 3 clusters Score -1335084 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1335112.125000 Penalty: 4824.468262
	Iteration 51Q: 3 clusters Score -1335112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1335142.000000 Penalty: 4824.468262
	Iteration 52Q: 3 clusters Score -1335142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1335167.500000 Penalty: 4824.468262
	Iteration 53Q: 3 clusters Score -1335168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1335198.125000 Penalty: 4824.468262
	Iteration 54Q: 3 clusters Score -1335198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1335225.250000 Penalty: 4824.468262
	Iteration 55Q: 3 clusters Score -1335225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1335254.500000 Penalty: 4824.468262
	Iteration 56Q: 3 clusters Score -1335254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1335277.375000 Penalty: 4824.468262
	Iteration 57Q: 3 clusters Score -1335277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1335288.250000 Penalty: 4824.468262
	Iteration 58Q: 3 clusters Score -1335288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1335300.625000 Penalty: 4824.468262
	Iteration 59Q: 3 clusters Score -1335301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1335318.375000 Penalty: 4824.468262
	Iteration 60F: 3 clusters Score -1335318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1335332.125000 Penalty: 4824.468262
	Iteration 61Q: 3 clusters Score -1335332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1335342.625000 Penalty: 4824.468262
	Iteration 62Q: 3 clusters Score -1335343 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1335357.750000 Penalty: 4824.468262
	Iteration 63Q: 3 clusters Score -1335358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1335378.875000 Penalty: 4824.468262
	Iteration 64Q: 3 clusters Score -1335379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1335390.750000 Penalty: 4824.468262
	Iteration 65Q: 3 clusters Score -1335391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1335402.750000 Penalty: 4824.468262
	Iteration 66Q: 3 clusters Score -1335403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1335403.875000 Penalty: 4824.468262
	Iteration 67Q: 3 clusters Score -1335404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1335409.750000 Penalty: 4824.468262
	Iteration 68Q: 3 clusters Score -1335410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1335413.375000 Penalty: 4824.468262
	Iteration 69Q: 3 clusters Score -1335413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1335416.500000 Penalty: 4824.468262
	Iteration 70Q: 3 clusters Score -1335416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1335419.750000 Penalty: 4824.468262
	Iteration 71Q: 3 clusters Score -1335420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1335434.125000 Penalty: 4824.468262
	Iteration 72Q: 3 clusters Score -1335434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1335436.750000 Penalty: 4824.468262
	Iteration 73Q: 3 clusters Score -1335437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1335447.250000 Penalty: 4824.468262
	Iteration 74Q: 3 clusters Score -1335447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1335449.625000 Penalty: 4824.468262
	Iteration 75Q: 3 clusters Score -1335450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1335455.250000 Penalty: 4824.468262
	Iteration 76Q: 3 clusters Score -1335455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1335458.875000 Penalty: 4824.468262
	Iteration 77Q: 3 clusters Score -1335459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1335464.500000 Penalty: 4824.468262
	Iteration 78Q: 3 clusters Score -1335464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1335473.500000 Penalty: 4824.468262
	Iteration 79Q: 3 clusters Score -1335474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1335478.250000 Penalty: 4824.468262
	Iteration 80F: 3 clusters Score -1335478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1335486.000000 Penalty: 4824.468262
	Iteration 81Q: 3 clusters Score -1335486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1335497.625000 Penalty: 4824.468262
	Iteration 82Q: 3 clusters Score -1335498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1335501.625000 Penalty: 4824.468262
	Iteration 83Q: 3 clusters Score -1335502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1335506.875000 Penalty: 4824.468262
	Iteration 84Q: 3 clusters Score -1335507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1335507.500000 Penalty: 4824.468262
	Iteration 85Q: 3 clusters Score -1335508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1335506.125000 Penalty: 4824.468262
	Iteration 86Q: 3 clusters Score -1335506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1335511.125000 Penalty: 4824.468262
	Iteration 87Q: 3 clusters Score -1335511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1335514.875000 Penalty: 4824.468262
	Iteration 88Q: 3 clusters Score -1335515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1335516.250000 Penalty: 4824.468262
	Iteration 89Q: 3 clusters Score -1335516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1335519.125000 Penalty: 4824.468262
	Iteration 90Q: 3 clusters Score -1335519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1335521.000000 Penalty: 4824.468262
	Iteration 91Q: 3 clusters Score -1335521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1335526.250000 Penalty: 4824.468262
	Iteration 92Q: 3 clusters Score -1335526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1335528.750000 Penalty: 4824.468262
	Iteration 93Q: 3 clusters Score -1335529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1335528.625000 Penalty: 4824.468262
	Iteration 94Q: 3 clusters Score -1335529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1335531.250000 Penalty: 4824.468262
	Iteration 95Q: 3 clusters Score -1335531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1335530.000000 Penalty: 4824.468262
	Iteration 96Q: 3 clusters Score -1335530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1335533.625000 Penalty: 4824.468262
	Iteration 97Q: 3 clusters Score -1335534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1335541.625000 Penalty: 4824.468262
	Iteration 98Q: 3 clusters Score -1335542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1335545.875000 Penalty: 4824.468262
	Iteration 99Q: 3 clusters Score -1335546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1335547.625000 Penalty: 4824.468262
	Iteration 100F: 3 clusters Score -1335548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1335551.250000 Penalty: 4824.468262
	Iteration 101Q: 3 clusters Score -1335551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1335561.625000 Penalty: 4824.468262
	Iteration 102Q: 3 clusters Score -1335562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1335566.500000 Penalty: 4824.468262
	Iteration 103Q: 3 clusters Score -1335566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1335572.250000 Penalty: 4824.468262
	Iteration 104Q: 3 clusters Score -1335572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1335578.500000 Penalty: 4824.468262
	Iteration 105Q: 3 clusters Score -1335578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1335583.000000 Penalty: 4824.468262
	Iteration 106Q: 3 clusters Score -1335583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1335587.000000 Penalty: 4824.468262
	Iteration 107Q: 3 clusters Score -1335587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1335592.500000 Penalty: 4824.468262
	Iteration 108Q: 3 clusters Score -1335592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1335598.125000 Penalty: 4824.468262
	Iteration 109Q: 3 clusters Score -1335598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1335604.250000 Penalty: 4824.468262
	Iteration 110Q: 3 clusters Score -1335604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1335602.125000 Penalty: 4824.468262
	Iteration 111Q: 3 clusters Score -1335602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1335604.750000 Penalty: 4824.468262
	Iteration 112Q: 3 clusters Score -1335605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1335608.125000 Penalty: 4824.468262
	Iteration 113Q: 3 clusters Score -1335608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1335611.375000 Penalty: 4824.468262
	Iteration 114Q: 3 clusters Score -1335611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1335617.500000 Penalty: 4824.468262
	Iteration 115Q: 3 clusters Score -1335618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1335619.500000 Penalty: 4824.468262
	Iteration 116Q: 3 clusters Score -1335620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1335623.000000 Penalty: 4824.468262
	Iteration 117Q: 3 clusters Score -1335623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1335628.625000 Penalty: 4824.468262
	Iteration 118Q: 3 clusters Score -1335629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1335634.500000 Penalty: 4824.468262
	Iteration 119Q: 3 clusters Score -1335634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1335639.125000 Penalty: 4824.468262
	Iteration 120F: 3 clusters Score -1335639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1335647.250000 Penalty: 4824.468262
	Iteration 121Q: 3 clusters Score -1335647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1335648.250000 Penalty: 4824.468262
	Iteration 122Q: 3 clusters Score -1335648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1335657.625000 Penalty: 4824.468262
	Iteration 123Q: 3 clusters Score -1335658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1335664.625000 Penalty: 4824.468262
	Iteration 124Q: 3 clusters Score -1335665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1335666.375000 Penalty: 4824.468262
	Iteration 125Q: 3 clusters Score -1335666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1335673.625000 Penalty: 4824.468262
	Iteration 126Q: 3 clusters Score -1335674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1335677.625000 Penalty: 4824.468262
	Iteration 127Q: 3 clusters Score -1335678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1335680.125000 Penalty: 4824.468262
	Iteration 128Q: 3 clusters Score -1335680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1335679.000000 Penalty: 4824.468262
	Iteration 129Q: 3 clusters Score -1335679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1335682.125000 Penalty: 4824.468262
	Iteration 130Q: 3 clusters Score -1335682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1335686.500000 Penalty: 4824.468262
	Iteration 131Q: 3 clusters Score -1335686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1335690.750000 Penalty: 4824.468262
	Iteration 132Q: 3 clusters Score -1335691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1335691.000000 Penalty: 4824.468262
	Iteration 133Q: 3 clusters Score -1335691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1335691.875000 Penalty: 4824.468262
	Iteration 134Q: 3 clusters Score -1335692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1335692.500000 Penalty: 4824.468262
	Iteration 135Q: 3 clusters Score -1335692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1335692.375000 Penalty: 4824.468262
	Iteration 136Q: 3 clusters Score -1335692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1335695.750000 Penalty: 4824.468262
	Iteration 137Q: 3 clusters Score -1335696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1335704.875000 Penalty: 4824.468262
	Iteration 138Q: 3 clusters Score -1335705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1335702.875000 Penalty: 4824.468262
	Iteration 139Q: 3 clusters Score -1335703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1335706.625000 Penalty: 4824.468262
	Iteration 140F: 3 clusters Score -1335707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1335707.500000 Penalty: 4824.468262
	Iteration 141Q: 3 clusters Score -1335708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1335709.875000 Penalty: 4824.468262
	Iteration 142Q: 3 clusters Score -1335710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1335712.750000 Penalty: 4824.468262
	Iteration 143Q: 3 clusters Score -1335713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1335712.250000 Penalty: 4824.468262
	Iteration 144Q: 3 clusters Score -1335712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1335722.500000 Penalty: 4824.468262
	Iteration 145Q: 3 clusters Score -1335722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1335724.625000 Penalty: 4824.468262
	Iteration 146Q: 3 clusters Score -1335725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1335728.750000 Penalty: 4824.468262
	Iteration 147Q: 3 clusters Score -1335729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1335731.750000 Penalty: 4824.468262
	Iteration 148Q: 3 clusters Score -1335732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1335731.375000 Penalty: 4824.468262
	Iteration 149Q: 3 clusters Score -1335731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1335742.375000 Penalty: 4824.468262
	Iteration 150Q: 3 clusters Score -1335742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1335746.500000 Penalty: 4824.468262
	Iteration 151Q: 3 clusters Score -1335746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1335751.750000 Penalty: 4824.468262
	Iteration 152Q: 3 clusters Score -1335752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1335756.125000 Penalty: 4824.468262
	Iteration 153Q: 3 clusters Score -1335756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1335761.875000 Penalty: 4824.468262
	Iteration 154Q: 3 clusters Score -1335762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1335766.750000 Penalty: 4824.468262
	Iteration 155Q: 3 clusters Score -1335767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1335771.125000 Penalty: 4824.468262
	Iteration 156Q: 3 clusters Score -1335771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1335779.750000 Penalty: 4824.468262
	Iteration 157Q: 3 clusters Score -1335780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1335787.125000 Penalty: 4824.468262
	Iteration 158Q: 3 clusters Score -1335787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1335796.875000 Penalty: 4824.468262
	Iteration 159Q: 3 clusters Score -1335797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1335812.375000 Penalty: 4824.468262
	Iteration 160F: 3 clusters Score -1335812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1335819.375000 Penalty: 4824.468262
	Iteration 161Q: 3 clusters Score -1335819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1335822.500000 Penalty: 4824.468262
	Iteration 162Q: 3 clusters Score -1335822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1335830.250000 Penalty: 4824.468262
	Iteration 163Q: 3 clusters Score -1335830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1335830.625000 Penalty: 4824.468262
	Iteration 164Q: 3 clusters Score -1335831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1335839.250000 Penalty: 4824.468262
	Iteration 165Q: 3 clusters Score -1335839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1335842.000000 Penalty: 4824.468262
	Iteration 166Q: 3 clusters Score -1335842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1335852.375000 Penalty: 4824.468262
	Iteration 167Q: 3 clusters Score -1335852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1335856.875000 Penalty: 4824.468262
	Iteration 168Q: 3 clusters Score -1335857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1335866.375000 Penalty: 4824.468262
	Iteration 169Q: 3 clusters Score -1335866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1335870.625000 Penalty: 4824.468262
	Iteration 170Q: 3 clusters Score -1335871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1335876.500000 Penalty: 4824.468262
	Iteration 171Q: 3 clusters Score -1335876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1335883.625000 Penalty: 4824.468262
	Iteration 172Q: 3 clusters Score -1335884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1335888.625000 Penalty: 4824.468262
	Iteration 173Q: 3 clusters Score -1335889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1335892.875000 Penalty: 4824.468262
	Iteration 174Q: 3 clusters Score -1335893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1335895.500000 Penalty: 4824.468262
	Iteration 175Q: 3 clusters Score -1335896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1335895.750000 Penalty: 4824.468262
	Iteration 176Q: 3 clusters Score -1335896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1335898.625000 Penalty: 4824.468262
	Iteration 177Q: 3 clusters Score -1335899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1335901.625000 Penalty: 4824.468262
	Iteration 178Q: 3 clusters Score -1335902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1335900.000000 Penalty: 4824.468262
	Iteration 179Q: 3 clusters Score -1335900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1335902.750000 Penalty: 4824.468262
	Iteration 180F: 3 clusters Score -1335903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1335906.000000 Penalty: 4824.468262
	Iteration 181Q: 3 clusters Score -1335906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1335906.750000 Penalty: 4824.468262
	Iteration 182Q: 3 clusters Score -1335907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1335906.500000 Penalty: 4824.468262
	Iteration 183Q: 3 clusters Score -1335906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1335910.375000 Penalty: 4824.468262
	Iteration 184Q: 3 clusters Score -1335910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1335914.125000 Penalty: 4824.468262
	Iteration 185Q: 3 clusters Score -1335914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1335915.500000 Penalty: 4824.468262
	Iteration 186Q: 3 clusters Score -1335916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1335919.500000 Penalty: 4824.468262
	Iteration 187Q: 3 clusters Score -1335920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1335921.000000 Penalty: 4824.468262
	Iteration 188Q: 3 clusters Score -1335921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1335921.250000 Penalty: 4824.468262
	Iteration 189Q: 3 clusters Score -1335921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1335925.125000 Penalty: 4824.468262
	Iteration 190Q: 3 clusters Score -1335925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1335926.375000 Penalty: 4824.468262
	Iteration 191Q: 3 clusters Score -1335926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1335929.125000 Penalty: 4824.468262
	Iteration 192Q: 3 clusters Score -1335929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1335934.500000 Penalty: 4824.468262
	Iteration 193Q: 3 clusters Score -1335934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1335933.000000 Penalty: 4824.468262
	Iteration 194Q: 3 clusters Score -1335933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1335934.250000 Penalty: 4824.468262
	Iteration 195Q: 3 clusters Score -1335934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1335939.125000 Penalty: 4824.468262
	Iteration 196Q: 3 clusters Score -1335939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1335940.000000 Penalty: 4824.468262
	Iteration 197Q: 3 clusters Score -1335940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1335942.500000 Penalty: 4824.468262
	Iteration 198Q: 3 clusters Score -1335942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1335946.125000 Penalty: 4824.468262
	Iteration 199Q: 3 clusters Score -1335946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1335945.625000 Penalty: 4824.468262
	Iteration 200F: 3 clusters Score -1335946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1335950.125000 Penalty: 4824.468262
	Iteration 201Q: 3 clusters Score -1335950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1335949.125000 Penalty: 4824.468262
	Iteration 202Q: 3 clusters Score -1335949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1335953.875000 Penalty: 4824.468262
	Iteration 203Q: 3 clusters Score -1335954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1335955.000000 Penalty: 4824.468262
	Iteration 204Q: 3 clusters Score -1335955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1335957.000000 Penalty: 4824.468262
	Iteration 205Q: 3 clusters Score -1335957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1335957.000000 Penalty: 4824.468262
	Iteration 206Q: 3 clusters Score -1335957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1335958.000000 Penalty: 4824.468262
	Iteration 207Q: 3 clusters Score -1335958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1335958.375000 Penalty: 4824.468262
	Iteration 208Q: 3 clusters Score -1335958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1335959.250000 Penalty: 4824.468262
	Iteration 209Q: 3 clusters Score -1335959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1335960.500000 Penalty: 4824.468262
	Iteration 210Q: 3 clusters Score -1335960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1335962.875000 Penalty: 4824.468262
	Iteration 211Q: 3 clusters Score -1335963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1335964.875000 Penalty: 4824.468262
	Iteration 212Q: 3 clusters Score -1335965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1335966.750000 Penalty: 4824.468262
	Iteration 213Q: 3 clusters Score -1335967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1335968.125000 Penalty: 4824.468262
	Iteration 214Q: 3 clusters Score -1335968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1335970.750000 Penalty: 4824.468262
	Iteration 215Q: 3 clusters Score -1335971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1335972.125000 Penalty: 4824.468262
	Iteration 216Q: 3 clusters Score -1335972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1335973.250000 Penalty: 4824.468262
	Iteration 217Q: 3 clusters Score -1335973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1335972.625000 Penalty: 4824.468262
	Iteration 218Q: 3 clusters Score -1335973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1335973.375000 Penalty: 4824.468262
	Iteration 219Q: 3 clusters Score -1335973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1335974.250000 Penalty: 4824.468262
	Iteration 220F: 3 clusters Score -1335974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1335976.375000 Penalty: 4824.468262
	Iteration 221Q: 3 clusters Score -1335976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1335976.750000 Penalty: 4824.468262
	Iteration 222Q: 3 clusters Score -1335977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1335976.500000 Penalty: 4824.468262
	Iteration 223Q: 3 clusters Score -1335976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1335977.125000 Penalty: 4824.468262
	Iteration 224Q: 3 clusters Score -1335977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1335977.125000 Penalty: 4824.468262
	Iteration 225F: 3 clusters Score -1335977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -173127.890625 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -173127.9 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 1032 members 
Entering Unmasked Estep 
Score: -170421.968750 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -170422 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170928.609375 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -170928.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -171078.671875 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -171078.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -171156.468750 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -171156.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -171208.078125 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -171208.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171243.593750 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -171243.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -171268.828125 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -171268.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -171288.312500 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -171288.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -171302.843750 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -171302.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -171312.906250 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -171312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171321.265625 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -171321.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -171325.968750 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -171326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171329.984375 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -171330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -171333.093750 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -171333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -171334.687500 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -171334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -171338.140625 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -171338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -171340.875000 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -171340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -171344.390625 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -171344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -171349.328125 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -171349.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -171358.343750 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -171358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -171366.390625 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -171366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -171376.875000 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -171376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171385.765625 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -171385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -171391.234375 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -171391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -171395.000000 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -171395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -171396.750000 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -171396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -171397.562500 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -171397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -171397.562500 Penalty: 3787.110840
	Iteration 27F: 3 clusters Score -171397.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Entering Unmasked Estep 
Score: -1338309.125000 Penalty: 2383.941406
	Iteration 0F: 2 clusters Score -1338309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1327428.375000 Penalty: 4767.882812
	Iteration 0F: 3 clusters Score -1327428 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1331007.250000 Penalty: 4767.882812
	Iteration 1F: 3 clusters Score -1331007 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1331438.750000 Penalty: 4767.882812
	Iteration 2F: 3 clusters Score -1331439 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1331838.375000 Penalty: 4767.882812
	Iteration 3F: 3 clusters Score -1331838 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1332261.500000 Penalty: 4767.882812
	Iteration 4Q: 3 clusters Score -1332262 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1332750.375000 Penalty: 4767.882812
	Iteration 5F: 3 clusters Score -1332750 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1333249.500000 Penalty: 4767.882812
	Iteration 6F: 3 clusters Score -1333250 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1333752.375000 Penalty: 4767.882812
	Iteration 7F: 3 clusters Score -1333752 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1334265.625000 Penalty: 4767.882812
	Iteration 8F: 3 clusters Score -1334266 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1334738.625000 Penalty: 4767.882812
	Iteration 9Q: 3 clusters Score -1334739 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1335170.875000 Penalty: 4767.882812
	Iteration 10Q: 3 clusters Score -1335171 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1335529.375000 Penalty: 4767.882812
	Iteration 11Q: 3 clusters Score -1335529 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1335834.875000 Penalty: 4767.882812
	Iteration 12Q: 3 clusters Score -1335835 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1336035.625000 Penalty: 4767.882812
	Iteration 13Q: 3 clusters Score -1336036 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1336183.375000 Penalty: 4767.882812
	Iteration 14Q: 3 clusters Score -1336183 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1336301.875000 Penalty: 4767.882812
	Iteration 15Q: 3 clusters Score -1336302 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1336392.750000 Penalty: 4767.882812
	Iteration 16Q: 3 clusters Score -1336393 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1336472.375000 Penalty: 4767.882812
	Iteration 17Q: 3 clusters Score -1336472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1336531.875000 Penalty: 4767.882812
	Iteration 18Q: 3 clusters Score -1336532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1336590.000000 Penalty: 4767.882812
	Iteration 19Q: 3 clusters Score -1336590 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1336643.500000 Penalty: 4767.882812
	Iteration 20F: 3 clusters Score -1336644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1336683.625000 Penalty: 4767.882812
	Iteration 21Q: 3 clusters Score -1336684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1336720.375000 Penalty: 4767.882812
	Iteration 22Q: 3 clusters Score -1336720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1336760.375000 Penalty: 4767.882812
	Iteration 23Q: 3 clusters Score -1336760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1336801.375000 Penalty: 4767.882812
	Iteration 24Q: 3 clusters Score -1336801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1336830.875000 Penalty: 4767.882812
	Iteration 25Q: 3 clusters Score -1336831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1336865.375000 Penalty: 4767.882812
	Iteration 26Q: 3 clusters Score -1336865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1336891.500000 Penalty: 4767.882812
	Iteration 27Q: 3 clusters Score -1336892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1336915.375000 Penalty: 4767.882812
	Iteration 28Q: 3 clusters Score -1336915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1336927.875000 Penalty: 4767.882812
	Iteration 29Q: 3 clusters Score -1336928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1336944.625000 Penalty: 4767.882812
	Iteration 30Q: 3 clusters Score -1336945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1336957.375000 Penalty: 4767.882812
	Iteration 31Q: 3 clusters Score -1336957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1336972.500000 Penalty: 4767.882812
	Iteration 32Q: 3 clusters Score -1336972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1336980.125000 Penalty: 4767.882812
	Iteration 33Q: 3 clusters Score -1336980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1336991.625000 Penalty: 4767.882812
	Iteration 34Q: 3 clusters Score -1336992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1336993.750000 Penalty: 4767.882812
	Iteration 35Q: 3 clusters Score -1336994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1336997.750000 Penalty: 4767.882812
	Iteration 36Q: 3 clusters Score -1336998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1337008.375000 Penalty: 4767.882812
	Iteration 37Q: 3 clusters Score -1337008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1337011.500000 Penalty: 4767.882812
	Iteration 38Q: 3 clusters Score -1337012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1337016.625000 Penalty: 4767.882812
	Iteration 39Q: 3 clusters Score -1337017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1337026.000000 Penalty: 4767.882812
	Iteration 40F: 3 clusters Score -1337026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1337033.750000 Penalty: 4767.882812
	Iteration 41Q: 3 clusters Score -1337034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1337046.375000 Penalty: 4767.882812
	Iteration 42Q: 3 clusters Score -1337046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1337050.500000 Penalty: 4767.882812
	Iteration 43Q: 3 clusters Score -1337050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1337056.250000 Penalty: 4767.882812
	Iteration 44Q: 3 clusters Score -1337056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1337063.750000 Penalty: 4767.882812
	Iteration 45Q: 3 clusters Score -1337064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1337073.250000 Penalty: 4767.882812
	Iteration 46Q: 3 clusters Score -1337073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1337083.875000 Penalty: 4767.882812
	Iteration 47Q: 3 clusters Score -1337084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1337090.500000 Penalty: 4767.882812
	Iteration 48Q: 3 clusters Score -1337090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1337094.125000 Penalty: 4767.882812
	Iteration 49Q: 3 clusters Score -1337094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1337099.875000 Penalty: 4767.882812
	Iteration 50Q: 3 clusters Score -1337100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1337103.625000 Penalty: 4767.882812
	Iteration 51Q: 3 clusters Score -1337104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1337105.375000 Penalty: 4767.882812
	Iteration 52Q: 3 clusters Score -1337105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1337110.250000 Penalty: 4767.882812
	Iteration 53Q: 3 clusters Score -1337110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1337107.500000 Penalty: 4767.882812
	Iteration 54Q: 3 clusters Score -1337108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1337109.125000 Penalty: 4767.882812
	Iteration 55Q: 3 clusters Score -1337109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1337108.875000 Penalty: 4767.882812
	Iteration 56Q: 3 clusters Score -1337109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1337111.750000 Penalty: 4767.882812
	Iteration 57Q: 3 clusters Score -1337112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1337113.125000 Penalty: 4767.882812
	Iteration 58Q: 3 clusters Score -1337113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1337114.750000 Penalty: 4767.882812
	Iteration 59Q: 3 clusters Score -1337115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1337117.125000 Penalty: 4767.882812
	Iteration 60F: 3 clusters Score -1337117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1337117.250000 Penalty: 4767.882812
	Iteration 61Q: 3 clusters Score -1337117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1337117.250000 Penalty: 4767.882812
	Iteration 62F: 3 clusters Score -1337117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Entering Unmasked Estep 
Score: -13605542.000000 Penalty: 2957.984375
	Iteration 0F: 2 clusters Score -1.360554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -13504338.000000 Penalty: 5915.968750
	Iteration 0F: 3 clusters Score -1.350434e+07 nChanged 72146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -13545958.000000 Penalty: 5915.968750
	Iteration 1F: 3 clusters Score -1.354596e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -13547254.000000 Penalty: 5915.968750
	Iteration 2Q: 3 clusters Score -1.354725e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -13548650.000000 Penalty: 5915.968750
	Iteration 3Q: 3 clusters Score -1.354865e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -13550827.000000 Penalty: 5915.968750
	Iteration 4Q: 3 clusters Score -1.355083e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -13554114.000000 Penalty: 5915.968750
	Iteration 5Q: 3 clusters Score -1.355411e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -13558500.000000 Penalty: 5915.968750
	Iteration 6F: 3 clusters Score -1.35585e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -13564724.000000 Penalty: 5915.968750
	Iteration 7F: 3 clusters Score -1.356472e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -13572736.000000 Penalty: 5915.968750
	Iteration 8F: 3 clusters Score -1.357274e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -13581517.000000 Penalty: 5915.968750
	Iteration 9F: 3 clusters Score -1.358152e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 134093 members 
Entering Unmasked Estep 
Score: -13589649.000000 Penalty: 5915.968750
	Iteration 10F: 3 clusters Score -1.358965e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 140883 members 
Entering Unmasked Estep 
Score: -13595680.000000 Penalty: 5915.968750
	Iteration 11Q: 3 clusters Score -1.359568e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -13599278.000000 Penalty: 5915.968750
	Iteration 12Q: 3 clusters Score -1.359928e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -13600982.000000 Penalty: 5915.968750
	Iteration 13Q: 3 clusters Score -1.360098e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -13601935.000000 Penalty: 5915.968750
	Iteration 14Q: 3 clusters Score -1.360194e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -13602415.000000 Penalty: 5915.968750
	Iteration 15Q: 3 clusters Score -1.360242e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -13602667.000000 Penalty: 5915.968750
	Iteration 16Q: 3 clusters Score -1.360267e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 149916 members 
Entering Unmasked Estep 
Score: -13602838.000000 Penalty: 5915.968750
	Iteration 17Q: 3 clusters Score -1.360284e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 150041 members 
Entering Unmasked Estep 
Score: -13602918.000000 Penalty: 5915.968750
	Iteration 18Q: 3 clusters Score -1.360292e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -13602949.000000 Penalty: 5915.968750
	Iteration 19Q: 3 clusters Score -1.360295e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -13603008.000000 Penalty: 5915.968750
	Iteration 20F: 3 clusters Score -1.360301e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -13603036.000000 Penalty: 5915.968750
	Iteration 21Q: 3 clusters Score -1.360304e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 150283 members 
Entering Unmasked Estep 
Score: -13603061.000000 Penalty: 5915.968750
	Iteration 22Q: 3 clusters Score -1.360306e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -13603078.000000 Penalty: 5915.968750
	Iteration 23Q: 3 clusters Score -1.360308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -13603069.000000 Penalty: 5915.968750
	Iteration 24Q: 3 clusters Score -1.360307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -13603074.000000 Penalty: 5915.968750
	Iteration 25Q: 3 clusters Score -1.360307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -13603095.000000 Penalty: 5915.968750
	Iteration 26Q: 3 clusters Score -1.36031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -13603103.000000 Penalty: 5915.968750
	Iteration 27Q: 3 clusters Score -1.36031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -13603105.000000 Penalty: 5915.968750
	Iteration 28Q: 3 clusters Score -1.36031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -13603115.000000 Penalty: 5915.968750
	Iteration 29Q: 3 clusters Score -1.360312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -13603121.000000 Penalty: 5915.968750
	Iteration 30Q: 3 clusters Score -1.360312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -13603123.000000 Penalty: 5915.968750
	Iteration 31Q: 3 clusters Score -1.360312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 150425 members 
Entering Unmasked Estep 
Score: -13603115.000000 Penalty: 5915.968750
	Iteration 32Q: 3 clusters Score -1.360312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -13603117.000000 Penalty: 5915.968750
	Iteration 33Q: 3 clusters Score -1.360312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -13603117.000000 Penalty: 5915.968750
	Iteration 34Q: 3 clusters Score -1.360312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -13603117.000000 Penalty: 5915.968750
	Iteration 35F: 3 clusters Score -1.360312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -212902.906250 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -212902.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -209886.578125 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -209886.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -210500.828125 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -210500.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -210663.765625 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -210663.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -210746.828125 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -210746.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -210802.000000 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -210802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -210848.921875 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -210848.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -210883.015625 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -210883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -210911.281250 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -210911.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -210930.265625 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -210930.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -210942.734375 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -210942.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -210954.359375 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -210954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -210966.500000 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -210966.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -210982.687500 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -210982.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -211000.187500 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -211000.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -211012.796875 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -211012.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -211027.250000 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -211027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -211041.031250 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -211041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -211057.187500 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -211057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -211074.171875 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -211074.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -211086.109375 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -211086.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -211095.125000 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -211095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -211105.593750 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -211105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -211113.718750 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -211113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -211120.093750 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -211120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -211126.406250 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -211126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -211134.015625 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -211134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -211138.890625 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -211138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211142.390625 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -211142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211145.781250 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -211145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211147.796875 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -211147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211149.656250 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -211149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -211151.218750 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -211151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211152.640625 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -211152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -211154.265625 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -211154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211155.046875 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -211155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211155.843750 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -211155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211155.828125 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -211155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211155.828125 Penalty: 3901.133301
	Iteration 37F: 3 clusters Score -211155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -219940.453125 Penalty: 1958.806030
	Iteration 0F: 2 clusters Score -219940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -216844.171875 Penalty: 3917.612061
	Iteration 0F: 3 clusters Score -216844.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -217472.656250 Penalty: 3917.612061
	Iteration 1F: 3 clusters Score -217472.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -217697.312500 Penalty: 3917.612061
	Iteration 2F: 3 clusters Score -217697.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -217853.703125 Penalty: 3917.612061
	Iteration 3F: 3 clusters Score -217853.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -218024.953125 Penalty: 3917.612061
	Iteration 4Q: 3 clusters Score -218025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -218296.609375 Penalty: 3917.612061
	Iteration 5F: 3 clusters Score -218296.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -218586.453125 Penalty: 3917.612061
	Iteration 6F: 3 clusters Score -218586.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -218863.109375 Penalty: 3917.612061
	Iteration 7F: 3 clusters Score -218863.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -219087.593750 Penalty: 3917.612061
	Iteration 8F: 3 clusters Score -219087.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -219278.203125 Penalty: 3917.612061
	Iteration 9Q: 3 clusters Score -219278.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -219415.046875 Penalty: 3917.612061
	Iteration 10Q: 3 clusters Score -219415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -219482.375000 Penalty: 3917.612061
	Iteration 11Q: 3 clusters Score -219482.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -219522.609375 Penalty: 3917.612061
	Iteration 12Q: 3 clusters Score -219522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -219545.593750 Penalty: 3917.612061
	Iteration 13Q: 3 clusters Score -219545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -219556.578125 Penalty: 3917.612061
	Iteration 14Q: 3 clusters Score -219556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -219562.453125 Penalty: 3917.612061
	Iteration 15Q: 3 clusters Score -219562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -219563.734375 Penalty: 3917.612061
	Iteration 16Q: 3 clusters Score -219563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -219564.718750 Penalty: 3917.612061
	Iteration 17Q: 3 clusters Score -219564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -219565.921875 Penalty: 3917.612061
	Iteration 18Q: 3 clusters Score -219565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -219566.781250 Penalty: 3917.612061
	Iteration 19Q: 3 clusters Score -219566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -219566.781250 Penalty: 3917.612061
	Iteration 20F: 3 clusters Score -219566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 37374 members 
Mstep: Class 3 contains 202168 members 
Mstep: Class 4 contains 38816 members 
Mstep: Class 5 contains 94525 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 426714 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122571 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62124 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 21232 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10132 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478976.000000 Penalty: 120993.679688
Iteration 239Q: 35 clusters Score -1.46479e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 37376 members 
Mstep: Class 3 contains 202166 members 
Mstep: Class 4 contains 38810 members 
Mstep: Class 5 contains 94478 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 426772 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122571 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62119 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30853 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10131 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478944.000000 Penalty: 120993.679688
Iteration 240F: 35 clusters Score -1.464789e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 37376 members 
Mstep: Class 3 contains 202167 members 
Mstep: Class 4 contains 38809 members 
Mstep: Class 5 contains 94438 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 426824 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122569 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62115 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30853 members 
Mstep: Class 17 contains 16318 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205188 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10131 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2605 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478912.000000 Penalty: 120993.679688
Iteration 241Q: 35 clusters Score -1.464789e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 37377 members 
Mstep: Class 3 contains 202174 members 
Mstep: Class 4 contains 38807 members 
Mstep: Class 5 contains 94398 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 426864 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122565 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62117 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205185 members 
Mstep: Class 22 contains 21232 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10127 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2606 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478928.000000 Penalty: 120993.679688
Iteration 242Q: 35 clusters Score -1.464789e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 37377 members 
Mstep: Class 3 contains 202188 members 
Mstep: Class 4 contains 38806 members 
Mstep: Class 5 contains 94355 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 426905 members 
Mstep: Class 8 contains 68692 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122561 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62116 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205181 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10127 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478880.000000 Penalty: 120993.679688
Iteration 243Q: 35 clusters Score -1.464789e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202194 members 
Mstep: Class 4 contains 38805 members 
Mstep: Class 5 contains 94326 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 426941 members 
Mstep: Class 8 contains 68692 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122552 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62123 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30849 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205179 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10125 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14952 members 
Mstep: Class 32 contains 151355 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478928.000000 Penalty: 120993.679688
Iteration 244Q: 35 clusters Score -1.464789e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 37380 members 
Mstep: Class 3 contains 202196 members 
Mstep: Class 4 contains 38805 members 
Mstep: Class 5 contains 94282 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 426985 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122545 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62128 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25950 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205182 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10124 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14952 members 
Mstep: Class 32 contains 151357 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478960.000000 Penalty: 120993.679688
Iteration 245Q: 35 clusters Score -1.46479e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 37380 members 
Mstep: Class 3 contains 202190 members 
Mstep: Class 4 contains 38804 members 
Mstep: Class 5 contains 94250 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427027 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122544 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62135 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30843 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25947 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205184 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10123 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14953 members 
Mstep: Class 32 contains 151356 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478992.000000 Penalty: 120993.679688
Iteration 246Q: 35 clusters Score -1.46479e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202186 members 
Mstep: Class 4 contains 38803 members 
Mstep: Class 5 contains 94217 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427062 members 
Mstep: Class 8 contains 68697 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122541 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62139 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30837 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205190 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10122 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14956 members 
Mstep: Class 32 contains 151358 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479088.000000 Penalty: 120993.679688
Iteration 247Q: 35 clusters Score -1.464791e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202187 members 
Mstep: Class 4 contains 38803 members 
Mstep: Class 5 contains 94191 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427084 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122538 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62147 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205192 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10121 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151359 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479136.000000 Penalty: 120993.679688
Iteration 248Q: 35 clusters Score -1.464791e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37378 members 
Mstep: Class 3 contains 202191 members 
Mstep: Class 4 contains 38802 members 
Mstep: Class 5 contains 94171 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427102 members 
Mstep: Class 8 contains 68691 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122534 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62155 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205194 members 
Mstep: Class 22 contains 21234 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10120 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151358 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479136.000000 Penalty: 120993.679688
Iteration 249Q: 35 clusters Score -1.464791e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202193 members 
Mstep: Class 4 contains 38801 members 
Mstep: Class 5 contains 94155 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427122 members 
Mstep: Class 8 contains 68691 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122530 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62160 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205190 members 
Mstep: Class 22 contains 21234 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10119 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151359 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479104.000000 Penalty: 120993.679688
Iteration 250Q: 35 clusters Score -1.464791e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37378 members 
Mstep: Class 3 contains 202196 members 
Mstep: Class 4 contains 38802 members 
Mstep: Class 5 contains 94134 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427145 members 
Mstep: Class 8 contains 68691 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122525 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62163 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205189 members 
Mstep: Class 22 contains 21234 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151360 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479120.000000 Penalty: 120993.679688
Iteration 251Q: 35 clusters Score -1.464791e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37378 members 
Mstep: Class 3 contains 202201 members 
Mstep: Class 4 contains 38798 members 
Mstep: Class 5 contains 94113 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 427163 members 
Mstep: Class 8 contains 68691 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122522 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62165 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205191 members 
Mstep: Class 22 contains 21234 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151361 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479104.000000 Penalty: 120993.679688
Iteration 252Q: 35 clusters Score -1.464791e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37378 members 
Mstep: Class 3 contains 202203 members 
Mstep: Class 4 contains 38795 members 
Mstep: Class 5 contains 94089 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427180 members 
Mstep: Class 8 contains 68692 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122519 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62168 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205192 members 
Mstep: Class 22 contains 21236 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151362 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479120.000000 Penalty: 120993.679688
Iteration 253Q: 35 clusters Score -1.464791e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37380 members 
Mstep: Class 3 contains 202205 members 
Mstep: Class 4 contains 38795 members 
Mstep: Class 5 contains 94069 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427198 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122512 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62174 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205192 members 
Mstep: Class 22 contains 21238 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151360 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479040.000000 Penalty: 120993.679688
Iteration 254Q: 35 clusters Score -1.46479e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202207 members 
Mstep: Class 4 contains 38792 members 
Mstep: Class 5 contains 94047 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427218 members 
Mstep: Class 8 contains 68693 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122509 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62179 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205193 members 
Mstep: Class 22 contains 21242 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151357 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479072.000000 Penalty: 120993.679688
Iteration 255Q: 35 clusters Score -1.464791e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37380 members 
Mstep: Class 3 contains 202210 members 
Mstep: Class 4 contains 38788 members 
Mstep: Class 5 contains 94035 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427224 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122506 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62182 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205195 members 
Mstep: Class 22 contains 21247 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151355 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146478944.000000 Penalty: 120993.679688
Iteration 256Q: 35 clusters Score -1.464789e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37381 members 
Mstep: Class 3 contains 202207 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 94022 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427237 members 
Mstep: Class 8 contains 68694 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122504 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62183 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205197 members 
Mstep: Class 22 contains 21252 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25209 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479024.000000 Penalty: 120993.679688
Iteration 257Q: 35 clusters Score -1.46479e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202206 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 94010 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427252 members 
Mstep: Class 8 contains 68692 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122499 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62187 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205200 members 
Mstep: Class 22 contains 21255 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25208 members 
Mstep: Class 29 contains 16756 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151350 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479040.000000 Penalty: 120993.679688
Iteration 258Q: 35 clusters Score -1.46479e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37378 members 
Mstep: Class 3 contains 202209 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 94000 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427260 members 
Mstep: Class 8 contains 68690 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122498 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62188 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205202 members 
Mstep: Class 22 contains 21257 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 16756 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479040.000000 Penalty: 120993.679688
Iteration 259Q: 35 clusters Score -1.46479e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37377 members 
Mstep: Class 3 contains 202212 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93994 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427263 members 
Mstep: Class 8 contains 68686 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122496 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 62192 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205205 members 
Mstep: Class 22 contains 21257 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16756 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479120.000000 Penalty: 120993.679688
Iteration 260F: 35 clusters Score -1.464791e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37378 members 
Mstep: Class 3 contains 202214 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93982 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427267 members 
Mstep: Class 8 contains 68684 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122495 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62193 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205207 members 
Mstep: Class 22 contains 21258 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151350 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479088.000000 Penalty: 120993.679688
Iteration 261Q: 35 clusters Score -1.464791e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202217 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93971 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427272 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122492 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62199 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205206 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479104.000000 Penalty: 120993.679688
Iteration 262Q: 35 clusters Score -1.464791e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37379 members 
Mstep: Class 3 contains 202218 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93966 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427273 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122486 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205209 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14958 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479152.000000 Penalty: 120993.679688
Iteration 263Q: 35 clusters Score -1.464792e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37380 members 
Mstep: Class 3 contains 202220 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93963 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427274 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122482 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62207 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205211 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 264Q: 35 clusters Score -1.464792e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202222 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93956 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427277 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122482 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205213 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16758 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479136.000000 Penalty: 120993.679688
Iteration 265Q: 35 clusters Score -1.464791e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202222 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93950 members 
Mstep: Class 6 contains 23031 members 
Mstep: Class 7 contains 427283 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122481 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205212 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479184.000000 Penalty: 120993.679688
Iteration 266Q: 35 clusters Score -1.464792e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38789 members 
Mstep: Class 5 contains 93948 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 427283 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122479 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205213 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479184.000000 Penalty: 120993.679688
Iteration 267Q: 35 clusters Score -1.464792e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38790 members 
Mstep: Class 5 contains 93943 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 427286 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122478 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62207 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205212 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479232.000000 Penalty: 120993.679688
Iteration 268Q: 35 clusters Score -1.464792e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37384 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93938 members 
Mstep: Class 6 contains 23033 members 
Mstep: Class 7 contains 427287 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122477 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62209 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205214 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 269Q: 35 clusters Score -1.464792e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93937 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427289 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122477 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62209 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30830 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205215 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151353 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 270Q: 35 clusters Score -1.464792e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93935 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427292 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122476 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62208 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30830 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205216 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479184.000000 Penalty: 120993.679688
Iteration 271Q: 35 clusters Score -1.464792e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93930 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427296 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122475 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62209 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30830 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205217 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479200.000000 Penalty: 120993.679688
Iteration 272Q: 35 clusters Score -1.464792e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37382 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93927 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427300 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122476 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62207 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30830 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205216 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479152.000000 Penalty: 120993.679688
Iteration 273Q: 35 clusters Score -1.464792e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202225 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93919 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427306 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122476 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30830 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205218 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479184.000000 Penalty: 120993.679688
Iteration 274Q: 35 clusters Score -1.464792e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202225 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93912 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427310 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122473 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62207 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151352 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479184.000000 Penalty: 120993.679688
Iteration 275Q: 35 clusters Score -1.464792e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202225 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93909 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427314 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122471 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151351 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479136.000000 Penalty: 120993.679688
Iteration 276Q: 35 clusters Score -1.464791e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202227 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93906 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427320 members 
Mstep: Class 8 contains 68679 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151350 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479264.000000 Penalty: 120993.679688
Iteration 277Q: 35 clusters Score -1.464793e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202226 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93905 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427322 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24667 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479264.000000 Penalty: 120993.679688
Iteration 278Q: 35 clusters Score -1.464793e+08 nChanged 6
Entering ConstructFrom: 
Score: -146479264.000000 Penalty: 120993.679688
Entering ConstructFrom: 
Trying to split cluster 1 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -422613.843750 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -422613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -418467.156250 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -418467.2 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419357.281250 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -419357.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -419527.000000 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -419527 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -419632.468750 Penalty: 4158.409668
	Iteration 3Q: 3 clusters Score -419632.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -419703.187500 Penalty: 4158.409668
	Iteration 4Q: 3 clusters Score -419703.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -419748.093750 Penalty: 4158.409668
	Iteration 5Q: 3 clusters Score -419748.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -419775.406250 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -419775.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -419794.812500 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -419794.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -419812.031250 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -419812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -419825.562500 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -419825.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -419832.718750 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -419832.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -419841.187500 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -419841.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -419847.281250 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -419847.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -419852.531250 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -419852.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -419858.000000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -419858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -419861.718750 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -419861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -419865.781250 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -419865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -419868.656250 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -419868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -419872.562500 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -419872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -419877.468750 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -419877.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -419883.906250 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -419883.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -419891.000000 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -419891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -419896.312500 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -419896.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -419902.125000 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -419902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -419907.000000 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -419907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -419912.093750 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -419912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -419913.812500 Penalty: 4158.409668
	Iteration 26Q: 3 clusters Score -419913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -419915.812500 Penalty: 4158.409668
	Iteration 27Q: 3 clusters Score -419915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -419917.031250 Penalty: 4158.409668
	Iteration 28Q: 3 clusters Score -419917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -419917.031250 Penalty: 4158.409668
	Iteration 29Q: 3 clusters Score -419917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -419917.562500 Penalty: 4158.409668
	Iteration 30Q: 3 clusters Score -419917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -419919.062500 Penalty: 4158.409668
	Iteration 31Q: 3 clusters Score -419919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -419919.531250 Penalty: 4158.409668
	Iteration 32Q: 3 clusters Score -419919.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -419919.531250 Penalty: 4158.409668
	Iteration 33F: 3 clusters Score -419919.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Entering Unmasked Estep 
Score: -3219537.750000 Penalty: 2611.185059
	Iteration 0F: 2 clusters Score -3219538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3194090.000000 Penalty: 5222.370117
	Iteration 0F: 3 clusters Score -3194090 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3203464.250000 Penalty: 5222.370117
	Iteration 1F: 3 clusters Score -3203464 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3204051.500000 Penalty: 5222.370117
	Iteration 2Q: 3 clusters Score -3204052 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3204633.000000 Penalty: 5222.370117
	Iteration 3Q: 3 clusters Score -3204633 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3205413.250000 Penalty: 5222.370117
	Iteration 4Q: 3 clusters Score -3205413 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3206530.750000 Penalty: 5222.370117
	Iteration 5F: 3 clusters Score -3206531 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3208162.750000 Penalty: 5222.370117
	Iteration 6F: 3 clusters Score -3208163 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3210467.250000 Penalty: 5222.370117
	Iteration 7F: 3 clusters Score -3210467 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3213097.500000 Penalty: 5222.370117
	Iteration 8F: 3 clusters Score -3213098 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3215140.000000 Penalty: 5222.370117
	Iteration 9F: 3 clusters Score -3215140 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3216253.000000 Penalty: 5222.370117
	Iteration 10Q: 3 clusters Score -3216253 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3216805.250000 Penalty: 5222.370117
	Iteration 11Q: 3 clusters Score -3216805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3217090.250000 Penalty: 5222.370117
	Iteration 12Q: 3 clusters Score -3217090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3217236.500000 Penalty: 5222.370117
	Iteration 13Q: 3 clusters Score -3217236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3217326.000000 Penalty: 5222.370117
	Iteration 14Q: 3 clusters Score -3217326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3217408.000000 Penalty: 5222.370117
	Iteration 15Q: 3 clusters Score -3217408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3217465.250000 Penalty: 5222.370117
	Iteration 16Q: 3 clusters Score -3217465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3217512.000000 Penalty: 5222.370117
	Iteration 17Q: 3 clusters Score -3217512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3217540.250000 Penalty: 5222.370117
	Iteration 18Q: 3 clusters Score -3217540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3217572.750000 Penalty: 5222.370117
	Iteration 19Q: 3 clusters Score -3217573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3217596.000000 Penalty: 5222.370117
	Iteration 20F: 3 clusters Score -3217596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3217598.000000 Penalty: 5222.370117
	Iteration 21Q: 3 clusters Score -3217598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3217611.500000 Penalty: 5222.370117
	Iteration 22Q: 3 clusters Score -3217612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3217615.250000 Penalty: 5222.370117
	Iteration 23Q: 3 clusters Score -3217615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3217624.250000 Penalty: 5222.370117
	Iteration 24Q: 3 clusters Score -3217624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3217633.750000 Penalty: 5222.370117
	Iteration 25Q: 3 clusters Score -3217634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3217638.750000 Penalty: 5222.370117
	Iteration 26Q: 3 clusters Score -3217639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3217640.500000 Penalty: 5222.370117
	Iteration 27Q: 3 clusters Score -3217640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3217639.750000 Penalty: 5222.370117
	Iteration 28Q: 3 clusters Score -3217640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3217639.250000 Penalty: 5222.370117
	Iteration 29Q: 3 clusters Score -3217639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3217639.250000 Penalty: 5222.370117
	Iteration 30F: 3 clusters Score -3217639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202224 members 
Entering Unmasked Estep 
Score: -17773318.000000 Penalty: 3029.848633
	Iteration 0F: 2 clusters Score -1.777332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -17637572.000000 Penalty: 6059.697266
	Iteration 0F: 3 clusters Score -1.763757e+07 nChanged 97071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -17693714.000000 Penalty: 6059.697266
	Iteration 1F: 3 clusters Score -1.769371e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 101479 members 
Entering Unmasked Estep 
Score: -17694602.000000 Penalty: 6059.697266
	Iteration 2Q: 3 clusters Score -1.76946e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 101768 members 
Entering Unmasked Estep 
Score: -17695504.000000 Penalty: 6059.697266
	Iteration 3Q: 3 clusters Score -1.76955e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -17696392.000000 Penalty: 6059.697266
	Iteration 4Q: 3 clusters Score -1.769639e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -17697268.000000 Penalty: 6059.697266
	Iteration 5Q: 3 clusters Score -1.769727e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -17698566.000000 Penalty: 6059.697266
	Iteration 6Q: 3 clusters Score -1.769857e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -17700016.000000 Penalty: 6059.697266
	Iteration 7Q: 3 clusters Score -1.770002e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -17702202.000000 Penalty: 6059.697266
	Iteration 8Q: 3 clusters Score -1.77022e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -17704806.000000 Penalty: 6059.697266
	Iteration 9Q: 3 clusters Score -1.770481e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 116603 members 
Entering Unmasked Estep 
Score: -17708692.000000 Penalty: 6059.697266
	Iteration 10Q: 3 clusters Score -1.770869e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -17715020.000000 Penalty: 6059.697266
	Iteration 11F: 3 clusters Score -1.771502e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -17723250.000000 Penalty: 6059.697266
	Iteration 12F: 3 clusters Score -1.772325e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 136938 members 
Entering Unmasked Estep 
Score: -17731542.000000 Penalty: 6059.697266
	Iteration 13F: 3 clusters Score -1.773154e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 142529 members 
Entering Unmasked Estep 
Score: -17737692.000000 Penalty: 6059.697266
	Iteration 14Q: 3 clusters Score -1.773769e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 147256 members 
Entering Unmasked Estep 
Score: -17740930.000000 Penalty: 6059.697266
	Iteration 15Q: 3 clusters Score -1.774093e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 151720 members 
Entering Unmasked Estep 
Score: -17742940.000000 Penalty: 6059.697266
	Iteration 16Q: 3 clusters Score -1.774294e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -17744732.000000 Penalty: 6059.697266
	Iteration 17Q: 3 clusters Score -1.774473e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -17746492.000000 Penalty: 6059.697266
	Iteration 18Q: 3 clusters Score -1.774649e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 165481 members 
Entering Unmasked Estep 
Score: -17748522.000000 Penalty: 6059.697266
	Iteration 19Q: 3 clusters Score -1.774852e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -17750834.000000 Penalty: 6059.697266
	Iteration 20F: 3 clusters Score -1.775083e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -17753334.000000 Penalty: 6059.697266
	Iteration 21Q: 3 clusters Score -1.775333e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 179341 members 
Entering Unmasked Estep 
Score: -17755994.000000 Penalty: 6059.697266
	Iteration 22Q: 3 clusters Score -1.775599e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 183683 members 
Entering Unmasked Estep 
Score: -17758714.000000 Penalty: 6059.697266
	Iteration 23Q: 3 clusters Score -1.775871e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 187591 members 
Entering Unmasked Estep 
Score: -17761352.000000 Penalty: 6059.697266
	Iteration 24Q: 3 clusters Score -1.776135e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 190969 members 
Entering Unmasked Estep 
Score: -17763594.000000 Penalty: 6059.697266
	Iteration 25Q: 3 clusters Score -1.776359e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 193745 members 
Entering Unmasked Estep 
Score: -17765306.000000 Penalty: 6059.697266
	Iteration 26Q: 3 clusters Score -1.776531e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 196023 members 
Entering Unmasked Estep 
Score: -17766910.000000 Penalty: 6059.697266
	Iteration 27Q: 3 clusters Score -1.776691e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 197737 members 
Entering Unmasked Estep 
Score: -17768038.000000 Penalty: 6059.697266
	Iteration 28Q: 3 clusters Score -1.776804e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -17768960.000000 Penalty: 6059.697266
	Iteration 29Q: 3 clusters Score -1.776896e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 199835 members 
Entering Unmasked Estep 
Score: -17769496.000000 Penalty: 6059.697266
	Iteration 30Q: 3 clusters Score -1.77695e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 200428 members 
Entering Unmasked Estep 
Score: -17769952.000000 Penalty: 6059.697266
	Iteration 31Q: 3 clusters Score -1.776995e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -17770198.000000 Penalty: 6059.697266
	Iteration 32Q: 3 clusters Score -1.77702e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -17770396.000000 Penalty: 6059.697266
	Iteration 33Q: 3 clusters Score -1.77704e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 201108 members 
Entering Unmasked Estep 
Score: -17770500.000000 Penalty: 6059.697266
	Iteration 34Q: 3 clusters Score -1.77705e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 201202 members 
Entering Unmasked Estep 
Score: -17770558.000000 Penalty: 6059.697266
	Iteration 35Q: 3 clusters Score -1.777056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 201273 members 
Entering Unmasked Estep 
Score: -17770596.000000 Penalty: 6059.697266
	Iteration 36Q: 3 clusters Score -1.77706e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -17770628.000000 Penalty: 6059.697266
	Iteration 37Q: 3 clusters Score -1.777063e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -17770702.000000 Penalty: 6059.697266
	Iteration 38Q: 3 clusters Score -1.77707e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 201421 members 
Entering Unmasked Estep 
Score: -17770726.000000 Penalty: 6059.697266
	Iteration 39Q: 3 clusters Score -1.777073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 201444 members 
Entering Unmasked Estep 
Score: -17770758.000000 Penalty: 6059.697266
	Iteration 40F: 3 clusters Score -1.777076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 201464 members 
Entering Unmasked Estep 
Score: -17770788.000000 Penalty: 6059.697266
	Iteration 41Q: 3 clusters Score -1.777079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 201479 members 
Entering Unmasked Estep 
Score: -17770796.000000 Penalty: 6059.697266
	Iteration 42Q: 3 clusters Score -1.77708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 201495 members 
Entering Unmasked Estep 
Score: -17770818.000000 Penalty: 6059.697266
	Iteration 43Q: 3 clusters Score -1.777082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 201514 members 
Entering Unmasked Estep 
Score: -17770828.000000 Penalty: 6059.697266
	Iteration 44Q: 3 clusters Score -1.777083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 201527 members 
Entering Unmasked Estep 
Score: -17770870.000000 Penalty: 6059.697266
	Iteration 45Q: 3 clusters Score -1.777087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 201533 members 
Entering Unmasked Estep 
Score: -17770864.000000 Penalty: 6059.697266
	Iteration 46Q: 3 clusters Score -1.777086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 201542 members 
Entering Unmasked Estep 
Score: -17770892.000000 Penalty: 6059.697266
	Iteration 47Q: 3 clusters Score -1.777089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 201552 members 
Entering Unmasked Estep 
Score: -17770886.000000 Penalty: 6059.697266
	Iteration 48Q: 3 clusters Score -1.777089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 201561 members 
Entering Unmasked Estep 
Score: -17770896.000000 Penalty: 6059.697266
	Iteration 49Q: 3 clusters Score -1.77709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 201574 members 
Entering Unmasked Estep 
Score: -17770906.000000 Penalty: 6059.697266
	Iteration 50Q: 3 clusters Score -1.777091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 201585 members 
Entering Unmasked Estep 
Score: -17770924.000000 Penalty: 6059.697266
	Iteration 51Q: 3 clusters Score -1.777092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 201587 members 
Entering Unmasked Estep 
Score: -17770924.000000 Penalty: 6059.697266
	Iteration 52Q: 3 clusters Score -1.777092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 201593 members 
Entering Unmasked Estep 
Score: -17770926.000000 Penalty: 6059.697266
	Iteration 53Q: 3 clusters Score -1.777093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 201591 members 
Entering Unmasked Estep 
Score: -17770936.000000 Penalty: 6059.697266
	Iteration 54Q: 3 clusters Score -1.777094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 201591 members 
Entering Unmasked Estep 
Score: -17770944.000000 Penalty: 6059.697266
	Iteration 55Q: 3 clusters Score -1.777094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 201591 members 
Entering Unmasked Estep 
Score: -17770954.000000 Penalty: 6059.697266
	Iteration 56Q: 3 clusters Score -1.777095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -17770950.000000 Penalty: 6059.697266
	Iteration 57Q: 3 clusters Score -1.777095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201596 members 
Entering Unmasked Estep 
Score: -17770950.000000 Penalty: 6059.697266
	Iteration 58Q: 3 clusters Score -1.777095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201596 members 
Entering Unmasked Estep 
Score: -17770946.000000 Penalty: 6059.697266
	Iteration 59Q: 3 clusters Score -1.777095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201596 members 
Entering Unmasked Estep 
Score: -17770952.000000 Penalty: 6059.697266
	Iteration 60F: 3 clusters Score -1.777095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201596 members 
Entering Unmasked Estep 
Score: -17770950.000000 Penalty: 6059.697266
	Iteration 61Q: 3 clusters Score -1.777095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 201594 members 
Entering Unmasked Estep 
Score: -17770944.000000 Penalty: 6059.697266
	Iteration 62Q: 3 clusters Score -1.777094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -17770956.000000 Penalty: 6059.697266
	Iteration 63Q: 3 clusters Score -1.777096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 201600 members 
Entering Unmasked Estep 
Score: -17770974.000000 Penalty: 6059.697266
	Iteration 64Q: 3 clusters Score -1.777097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 201602 members 
Entering Unmasked Estep 
Score: -17770982.000000 Penalty: 6059.697266
	Iteration 65Q: 3 clusters Score -1.777098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 201600 members 
Entering Unmasked Estep 
Score: -17770976.000000 Penalty: 6059.697266
	Iteration 66Q: 3 clusters Score -1.777098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -17771006.000000 Penalty: 6059.697266
	Iteration 67Q: 3 clusters Score -1.777101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 201609 members 
Entering Unmasked Estep 
Score: -17771022.000000 Penalty: 6059.697266
	Iteration 68Q: 3 clusters Score -1.777102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 201609 members 
Entering Unmasked Estep 
Score: -17771040.000000 Penalty: 6059.697266
	Iteration 69Q: 3 clusters Score -1.777104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -17771044.000000 Penalty: 6059.697266
	Iteration 70Q: 3 clusters Score -1.777104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 201607 members 
Entering Unmasked Estep 
Score: -17771038.000000 Penalty: 6059.697266
	Iteration 71Q: 3 clusters Score -1.777104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 201613 members 
Entering Unmasked Estep 
Score: -17771070.000000 Penalty: 6059.697266
	Iteration 72Q: 3 clusters Score -1.777107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 201623 members 
Entering Unmasked Estep 
Score: -17771100.000000 Penalty: 6059.697266
	Iteration 73Q: 3 clusters Score -1.77711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -17771104.000000 Penalty: 6059.697266
	Iteration 74Q: 3 clusters Score -1.77711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 201630 members 
Entering Unmasked Estep 
Score: -17771138.000000 Penalty: 6059.697266
	Iteration 75Q: 3 clusters Score -1.777114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 201632 members 
Entering Unmasked Estep 
Score: -17771158.000000 Penalty: 6059.697266
	Iteration 76Q: 3 clusters Score -1.777116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 201627 members 
Entering Unmasked Estep 
Score: -17771172.000000 Penalty: 6059.697266
	Iteration 77Q: 3 clusters Score -1.777117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 201624 members 
Entering Unmasked Estep 
Score: -17771190.000000 Penalty: 6059.697266
	Iteration 78Q: 3 clusters Score -1.777119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 201619 members 
Entering Unmasked Estep 
Score: -17771196.000000 Penalty: 6059.697266
	Iteration 79Q: 3 clusters Score -1.77712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -17771212.000000 Penalty: 6059.697266
	Iteration 80F: 3 clusters Score -1.777121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 201599 members 
Entering Unmasked Estep 
Score: -17771208.000000 Penalty: 6059.697266
	Iteration 81Q: 3 clusters Score -1.777121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 201598 members 
Entering Unmasked Estep 
Score: -17771216.000000 Penalty: 6059.697266
	Iteration 82Q: 3 clusters Score -1.777122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 201593 members 
Entering Unmasked Estep 
Score: -17771218.000000 Penalty: 6059.697266
	Iteration 83Q: 3 clusters Score -1.777122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 201589 members 
Entering Unmasked Estep 
Score: -17771212.000000 Penalty: 6059.697266
	Iteration 84Q: 3 clusters Score -1.777121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 201585 members 
Entering Unmasked Estep 
Score: -17771214.000000 Penalty: 6059.697266
	Iteration 85Q: 3 clusters Score -1.777121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 201578 members 
Entering Unmasked Estep 
Score: -17771228.000000 Penalty: 6059.697266
	Iteration 86Q: 3 clusters Score -1.777123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 201571 members 
Entering Unmasked Estep 
Score: -17771222.000000 Penalty: 6059.697266
	Iteration 87Q: 3 clusters Score -1.777122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 201566 members 
Entering Unmasked Estep 
Score: -17771212.000000 Penalty: 6059.697266
	Iteration 88Q: 3 clusters Score -1.777121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 201564 members 
Entering Unmasked Estep 
Score: -17771230.000000 Penalty: 6059.697266
	Iteration 89Q: 3 clusters Score -1.777123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 201555 members 
Entering Unmasked Estep 
Score: -17771216.000000 Penalty: 6059.697266
	Iteration 90Q: 3 clusters Score -1.777122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 201550 members 
Entering Unmasked Estep 
Score: -17771234.000000 Penalty: 6059.697266
	Iteration 91Q: 3 clusters Score -1.777123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 201547 members 
Entering Unmasked Estep 
Score: -17771244.000000 Penalty: 6059.697266
	Iteration 92Q: 3 clusters Score -1.777124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -17771252.000000 Penalty: 6059.697266
	Iteration 93Q: 3 clusters Score -1.777125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -17771282.000000 Penalty: 6059.697266
	Iteration 94Q: 3 clusters Score -1.777128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 201541 members 
Entering Unmasked Estep 
Score: -17771276.000000 Penalty: 6059.697266
	Iteration 95Q: 3 clusters Score -1.777128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 201535 members 
Entering Unmasked Estep 
Score: -17771272.000000 Penalty: 6059.697266
	Iteration 96Q: 3 clusters Score -1.777127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 201530 members 
Entering Unmasked Estep 
Score: -17771304.000000 Penalty: 6059.697266
	Iteration 97Q: 3 clusters Score -1.77713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 201527 members 
Entering Unmasked Estep 
Score: -17771300.000000 Penalty: 6059.697266
	Iteration 98Q: 3 clusters Score -1.77713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 201521 members 
Entering Unmasked Estep 
Score: -17771310.000000 Penalty: 6059.697266
	Iteration 99Q: 3 clusters Score -1.777131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 201516 members 
Entering Unmasked Estep 
Score: -17771312.000000 Penalty: 6059.697266
	Iteration 100F: 3 clusters Score -1.777131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 201512 members 
Entering Unmasked Estep 
Score: -17771316.000000 Penalty: 6059.697266
	Iteration 101Q: 3 clusters Score -1.777132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 201508 members 
Entering Unmasked Estep 
Score: -17771322.000000 Penalty: 6059.697266
	Iteration 102Q: 3 clusters Score -1.777132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 201508 members 
Entering Unmasked Estep 
Score: -17771322.000000 Penalty: 6059.697266
	Iteration 103Q: 3 clusters Score -1.777132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 201507 members 
Entering Unmasked Estep 
Score: -17771324.000000 Penalty: 6059.697266
	Iteration 104Q: 3 clusters Score -1.777132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 201509 members 
Entering Unmasked Estep 
Score: -17771320.000000 Penalty: 6059.697266
	Iteration 105Q: 3 clusters Score -1.777132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 201505 members 
Entering Unmasked Estep 
Score: -17771312.000000 Penalty: 6059.697266
	Iteration 106Q: 3 clusters Score -1.777131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 201501 members 
Entering Unmasked Estep 
Score: -17771308.000000 Penalty: 6059.697266
	Iteration 107Q: 3 clusters Score -1.777131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 201497 members 
Entering Unmasked Estep 
Score: -17771312.000000 Penalty: 6059.697266
	Iteration 108Q: 3 clusters Score -1.777131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 201492 members 
Entering Unmasked Estep 
Score: -17771304.000000 Penalty: 6059.697266
	Iteration 109Q: 3 clusters Score -1.77713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 201485 members 
Entering Unmasked Estep 
Score: -17771312.000000 Penalty: 6059.697266
	Iteration 110Q: 3 clusters Score -1.777131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 201478 members 
Entering Unmasked Estep 
Score: -17771316.000000 Penalty: 6059.697266
	Iteration 111Q: 3 clusters Score -1.777132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 201469 members 
Entering Unmasked Estep 
Score: -17771304.000000 Penalty: 6059.697266
	Iteration 112Q: 3 clusters Score -1.77713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 201461 members 
Entering Unmasked Estep 
Score: -17771306.000000 Penalty: 6059.697266
	Iteration 113Q: 3 clusters Score -1.777131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 201453 members 
Entering Unmasked Estep 
Score: -17771332.000000 Penalty: 6059.697266
	Iteration 114Q: 3 clusters Score -1.777133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 201447 members 
Entering Unmasked Estep 
Score: -17771334.000000 Penalty: 6059.697266
	Iteration 115Q: 3 clusters Score -1.777133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 201442 members 
Entering Unmasked Estep 
Score: -17771326.000000 Penalty: 6059.697266
	Iteration 116Q: 3 clusters Score -1.777133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 201438 members 
Entering Unmasked Estep 
Score: -17771342.000000 Penalty: 6059.697266
	Iteration 117Q: 3 clusters Score -1.777134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 201435 members 
Entering Unmasked Estep 
Score: -17771348.000000 Penalty: 6059.697266
	Iteration 118Q: 3 clusters Score -1.777135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 201431 members 
Entering Unmasked Estep 
Score: -17771344.000000 Penalty: 6059.697266
	Iteration 119Q: 3 clusters Score -1.777134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 201425 members 
Entering Unmasked Estep 
Score: -17771344.000000 Penalty: 6059.697266
	Iteration 120F: 3 clusters Score -1.777134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 201415 members 
Entering Unmasked Estep 
Score: -17771324.000000 Penalty: 6059.697266
	Iteration 121Q: 3 clusters Score -1.777132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 201413 members 
Entering Unmasked Estep 
Score: -17771312.000000 Penalty: 6059.697266
	Iteration 122Q: 3 clusters Score -1.777131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 201410 members 
Entering Unmasked Estep 
Score: -17771314.000000 Penalty: 6059.697266
	Iteration 123Q: 3 clusters Score -1.777131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 201407 members 
Entering Unmasked Estep 
Score: -17771338.000000 Penalty: 6059.697266
	Iteration 124Q: 3 clusters Score -1.777134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 201407 members 
Entering Unmasked Estep 
Score: -17771330.000000 Penalty: 6059.697266
	Iteration 125Q: 3 clusters Score -1.777133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
Score: -17771334.000000 Penalty: 6059.697266
	Iteration 126Q: 3 clusters Score -1.777133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 201404 members 
Entering Unmasked Estep 
Score: -17771340.000000 Penalty: 6059.697266
	Iteration 127Q: 3 clusters Score -1.777134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 201398 members 
Entering Unmasked Estep 
Score: -17771342.000000 Penalty: 6059.697266
	Iteration 128Q: 3 clusters Score -1.777134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 201394 members 
Entering Unmasked Estep 
Score: -17771346.000000 Penalty: 6059.697266
	Iteration 129Q: 3 clusters Score -1.777135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 201390 members 
Entering Unmasked Estep 
Score: -17771352.000000 Penalty: 6059.697266
	Iteration 130Q: 3 clusters Score -1.777135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 201387 members 
Entering Unmasked Estep 
Score: -17771360.000000 Penalty: 6059.697266
	Iteration 131Q: 3 clusters Score -1.777136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -17771362.000000 Penalty: 6059.697266
	Iteration 132Q: 3 clusters Score -1.777136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 201380 members 
Entering Unmasked Estep 
Score: -17771356.000000 Penalty: 6059.697266
	Iteration 133Q: 3 clusters Score -1.777136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 201376 members 
Entering Unmasked Estep 
Score: -17771372.000000 Penalty: 6059.697266
	Iteration 134Q: 3 clusters Score -1.777137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 201376 members 
Entering Unmasked Estep 
Score: -17771358.000000 Penalty: 6059.697266
	Iteration 135Q: 3 clusters Score -1.777136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 201373 members 
Entering Unmasked Estep 
Score: -17771354.000000 Penalty: 6059.697266
	Iteration 136Q: 3 clusters Score -1.777135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 201369 members 
Entering Unmasked Estep 
Score: -17771352.000000 Penalty: 6059.697266
	Iteration 137Q: 3 clusters Score -1.777135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 201365 members 
Entering Unmasked Estep 
Score: -17771344.000000 Penalty: 6059.697266
	Iteration 138Q: 3 clusters Score -1.777134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 201359 members 
Entering Unmasked Estep 
Score: -17771342.000000 Penalty: 6059.697266
	Iteration 139Q: 3 clusters Score -1.777134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 201353 members 
Entering Unmasked Estep 
Score: -17771342.000000 Penalty: 6059.697266
	Iteration 140F: 3 clusters Score -1.777134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 201350 members 
Entering Unmasked Estep 
Score: -17771348.000000 Penalty: 6059.697266
	Iteration 141Q: 3 clusters Score -1.777135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 201344 members 
Entering Unmasked Estep 
Score: -17771352.000000 Penalty: 6059.697266
	Iteration 142Q: 3 clusters Score -1.777135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 201342 members 
Entering Unmasked Estep 
Score: -17771350.000000 Penalty: 6059.697266
	Iteration 143Q: 3 clusters Score -1.777135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 201341 members 
Entering Unmasked Estep 
Score: -17771368.000000 Penalty: 6059.697266
	Iteration 144Q: 3 clusters Score -1.777137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 201337 members 
Entering Unmasked Estep 
Score: -17771368.000000 Penalty: 6059.697266
	Iteration 145Q: 3 clusters Score -1.777137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 201334 members 
Entering Unmasked Estep 
Score: -17771376.000000 Penalty: 6059.697266
	Iteration 146Q: 3 clusters Score -1.777138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 201330 members 
Entering Unmasked Estep 
Score: -17771374.000000 Penalty: 6059.697266
	Iteration 147Q: 3 clusters Score -1.777137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 201328 members 
Entering Unmasked Estep 
Score: -17771374.000000 Penalty: 6059.697266
	Iteration 148Q: 3 clusters Score -1.777137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 201328 members 
Entering Unmasked Estep 
Score: -17771374.000000 Penalty: 6059.697266
	Iteration 149F: 3 clusters Score -1.777137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Entering Unmasked Estep 
Score: -3540005.000000 Penalty: 2620.354004
	Iteration 0F: 2 clusters Score -3540005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3513359.250000 Penalty: 5240.708008
	Iteration 0F: 3 clusters Score -3513359 nChanged 17851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3523341.250000 Penalty: 5240.708008
	Iteration 1F: 3 clusters Score -3523341 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3523888.500000 Penalty: 5240.708008
	Iteration 2Q: 3 clusters Score -3523888 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3524410.000000 Penalty: 5240.708008
	Iteration 3Q: 3 clusters Score -3524410 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3524844.000000 Penalty: 5240.708008
	Iteration 4Q: 3 clusters Score -3524844 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3525253.250000 Penalty: 5240.708008
	Iteration 5Q: 3 clusters Score -3525253 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3525692.500000 Penalty: 5240.708008
	Iteration 6Q: 3 clusters Score -3525692 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3526137.250000 Penalty: 5240.708008
	Iteration 7Q: 3 clusters Score -3526137 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3526723.250000 Penalty: 5240.708008
	Iteration 8Q: 3 clusters Score -3526723 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3527513.500000 Penalty: 5240.708008
	Iteration 9Q: 3 clusters Score -3527514 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3528643.000000 Penalty: 5240.708008
	Iteration 10F: 3 clusters Score -3528643 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3530201.500000 Penalty: 5240.708008
	Iteration 11F: 3 clusters Score -3530202 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3532138.000000 Penalty: 5240.708008
	Iteration 12F: 3 clusters Score -3532138 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3534144.500000 Penalty: 5240.708008
	Iteration 13F: 3 clusters Score -3534144 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3535701.500000 Penalty: 5240.708008
	Iteration 14Q: 3 clusters Score -3535702 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3536692.500000 Penalty: 5240.708008
	Iteration 15Q: 3 clusters Score -3536692 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3537152.750000 Penalty: 5240.708008
	Iteration 16Q: 3 clusters Score -3537153 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3537354.500000 Penalty: 5240.708008
	Iteration 17Q: 3 clusters Score -3537354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3537465.500000 Penalty: 5240.708008
	Iteration 18Q: 3 clusters Score -3537466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3537525.500000 Penalty: 5240.708008
	Iteration 19Q: 3 clusters Score -3537526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3537582.250000 Penalty: 5240.708008
	Iteration 20F: 3 clusters Score -3537582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3537615.000000 Penalty: 5240.708008
	Iteration 21Q: 3 clusters Score -3537615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3537636.750000 Penalty: 5240.708008
	Iteration 22Q: 3 clusters Score -3537637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3537655.750000 Penalty: 5240.708008
	Iteration 23Q: 3 clusters Score -3537656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3537678.000000 Penalty: 5240.708008
	Iteration 24Q: 3 clusters Score -3537678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3537690.500000 Penalty: 5240.708008
	Iteration 25Q: 3 clusters Score -3537690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3537700.750000 Penalty: 5240.708008
	Iteration 26Q: 3 clusters Score -3537701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3537711.500000 Penalty: 5240.708008
	Iteration 27Q: 3 clusters Score -3537712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3537719.000000 Penalty: 5240.708008
	Iteration 28Q: 3 clusters Score -3537719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3537728.500000 Penalty: 5240.708008
	Iteration 29Q: 3 clusters Score -3537728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3537731.500000 Penalty: 5240.708008
	Iteration 30Q: 3 clusters Score -3537732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3537731.500000 Penalty: 5240.708008
	Iteration 31F: 3 clusters Score -3537732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Entering Unmasked Estep 
Score: -8425705.000000 Penalty: 2839.606934
	Iteration 0F: 2 clusters Score -8425705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8362511.000000 Penalty: 5679.213867
	Iteration 0F: 3 clusters Score -8362511 nChanged 44588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -8388184.500000 Penalty: 5679.213867
	Iteration 1F: 3 clusters Score -8388184 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8389500.000000 Penalty: 5679.213867
	Iteration 2Q: 3 clusters Score -8389500 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -8391138.000000 Penalty: 5679.213867
	Iteration 3Q: 3 clusters Score -8391138 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -8393552.000000 Penalty: 5679.213867
	Iteration 4F: 3 clusters Score -8393552 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -8396841.000000 Penalty: 5679.213867
	Iteration 5F: 3 clusters Score -8396841 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -8401635.000000 Penalty: 5679.213867
	Iteration 6F: 3 clusters Score -8401635 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8408044 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8414162 nChanged 4873
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8417393 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8418492 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8419053 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8419427 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8419705 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8419963 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8420219 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8420354 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8420487 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8420602 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8420689 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8420798 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8420885 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -8421004.000000 Penalty: 5679.213867
	Iteration 22Q: 3 clusters Score -8421004 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8421096 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8421197 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8421273 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8421355 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8421459 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8421544 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8421640 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8421727 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8421853 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8421969 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8422099 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -8422227.000000 Penalty: 5679.213867
	Iteration 34Q: 3 clusters Score -8422227 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8422294 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8422419 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8422486 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8422569 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8422680 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8422754 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8422806 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8422887 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8422942 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -8423017.000000 Penalty: 5679.213867
	Iteration 44Q: 3 clusters Score -8423017 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8423094 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -8423134.000000 Penalty: 5679.213867
	Iteration 46Q: 3 clusters Score -8423134 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -8423187.000000 Penalty: 5679.213867
	Iteration 47Q: 3 clusters Score -8423187 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -8423217.000000 Penalty: 5679.213867
	Iteration 48Q: 3 clusters Score -8423217 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -8423277.000000 Penalty: 5679.213867
	Iteration 49Q: 3 clusters Score -8423277 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -8423313.000000 Penalty: 5679.213867
	Iteration 50Q: 3 clusters Score -8423313 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -8423330.000000 Penalty: 5679.213867
	Iteration 51Q: 3 clusters Score -8423330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 86702 members 
Entering Unmasked Estep 
Score: -8423366.000000 Penalty: 5679.213867
	Iteration 52Q: 3 clusters Score -8423366 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8423399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -8423428.000000 Penalty: 5679.213867
	Iteration 54Q: 3 clusters Score -8423428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -8423441.000000 Penalty: 5679.213867
	Iteration 55Q: 3 clusters Score -8423441 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8423477 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8423499 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -8423523.000000 Penalty: 5679.213867
	Iteration 58Q: 3 clusters Score -8423523 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -8423552.000000 Penalty: 5679.213867
	Iteration 59Q: 3 clusters Score -8423552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -8423597.000000 Penalty: 5679.213867
	Iteration 60F: 3 clusters Score -8423597 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -8423634.000000 Penalty: 5679.213867
	Iteration 61Q: 3 clusters Score -8423634 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -8423656.000000 Penalty: 5679.213867
	Iteration 62Q: 3 clusters Score -8423656 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8423685 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -8423738.000000 Penalty: 5679.213867
	Iteration 64Q: 3 clusters Score -8423738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -8423783.000000 Penalty: 5679.213867
	Iteration 65Q: 3 clusters Score -8423783 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -8423778.000000 Penalty: 5679.213867
	Iteration 66Q: 3 clusters Score -8423778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -8423791.000000 Penalty: 5679.213867
	Iteration 67Q: 3 clusters Score -8423791 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8423791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -8423817.000000 Penalty: 5679.213867
	Iteration 69Q: 3 clusters Score -8423817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -8423840.000000 Penalty: 5679.213867
	Iteration 70Q: 3 clusters Score -8423840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -8423855.000000 Penalty: 5679.213867
	Iteration 71Q: 3 clusters Score -8423855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -8423862.000000 Penalty: 5679.213867
	Iteration 72Q: 3 clusters Score -8423862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8423874 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -8423876.000000 Penalty: 5679.213867
	Iteration 74Q: 3 clusters Score -8423876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -8423891.000000 Penalty: 5679.213867
	Iteration 75Q: 3 clusters Score -8423891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8423908 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8423908 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8423909 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8423920 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -8423926.000000 Penalty: 5679.213867
	Iteration 80F: 3 clusters Score -8423926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8423923 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8423937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 89961 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8423948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8423952 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8423971 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8423965 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8423968 nChanged 27
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Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8423969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8423978 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 90119 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8423964 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8423977 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8423975 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8423968 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8423966 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8423970 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8423977 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8423966 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8423980 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -8423982.000000 Penalty: 5679.213867
	Iteration 99Q: 3 clusters Score -8423982 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -8423980.000000 Penalty: 5679.213867
	Iteration 100F: 3 clusters Score -8423980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -8423980.000000 Penalty: 5679.213867
	Iteration 101Q: 3 clusters Score -8423980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -8423972.000000 Penalty: 5679.213867
	Iteration 102Q: 3 clusters Score -8423972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -8423969.000000 Penalty: 5679.213867
	Iteration 103Q: 3 clusters Score -8423969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -8423962.000000 Penalty: 5679.213867
	Iteration 104Q: 3 clusters Score -8423962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -8423978.000000 Penalty: 5679.213867
	Iteration 105Q: 3 clusters Score -8423978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -8423986.000000 Penalty: 5679.213867
	Iteration 106Q: 3 clusters Score -8423986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -8423986.000000 Penalty: 5679.213867
	Iteration 107Q: 3 clusters Score -8423986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -8423981.000000 Penalty: 5679.213867
	Iteration 108Q: 3 clusters Score -8423981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -8423987.000000 Penalty: 5679.213867
	Iteration 109Q: 3 clusters Score -8423987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -8424013.000000 Penalty: 5679.213867
	Iteration 110Q: 3 clusters Score -8424013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -8424006.000000 Penalty: 5679.213867
	Iteration 111Q: 3 clusters Score -8424006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -8424004.000000 Penalty: 5679.213867
	Iteration 112Q: 3 clusters Score -8424004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -8423994.000000 Penalty: 5679.213867
	Iteration 113Q: 3 clusters Score -8423994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -8423997.000000 Penalty: 5679.213867
	Iteration 114Q: 3 clusters Score -8423997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -8424004.000000 Penalty: 5679.213867
	Iteration 115Q: 3 clusters Score -8424004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -8424011.000000 Penalty: 5679.213867
	Iteration 116Q: 3 clusters Score -8424011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -8424016.000000 Penalty: 5679.213867
	Iteration 117Q: 3 clusters Score -8424016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -8424014.000000 Penalty: 5679.213867
	Iteration 118Q: 3 clusters Score -8424014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -8424007.000000 Penalty: 5679.213867
	Iteration 119Q: 3 clusters Score -8424007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -8424014.000000 Penalty: 5679.213867
	Iteration 120F: 3 clusters Score -8424014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -8424015.000000 Penalty: 5679.213867
	Iteration 121Q: 3 clusters Score -8424015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -8424016.000000 Penalty: 5679.213867
	Iteration 122Q: 3 clusters Score -8424016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -8424014.000000 Penalty: 5679.213867
	Iteration 123Q: 3 clusters Score -8424014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -8424014.000000 Penalty: 5679.213867
	Iteration 124Q: 3 clusters Score -8424014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -8424016.000000 Penalty: 5679.213867
	Iteration 125Q: 3 clusters Score -8424016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -8424021.000000 Penalty: 5679.213867
	Iteration 126Q: 3 clusters Score -8424021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -8424007.000000 Penalty: 5679.213867
	Iteration 127Q: 3 clusters Score -8424007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -8424012.000000 Penalty: 5679.213867
	Iteration 128Q: 3 clusters Score -8424012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -8424012.000000 Penalty: 5679.213867
	Iteration 129Q: 3 clusters Score -8424012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -8424018.000000 Penalty: 5679.213867
	Iteration 130Q: 3 clusters Score -8424018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -8424003.000000 Penalty: 5679.213867
	Iteration 131Q: 3 clusters Score -8424003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -8424010.000000 Penalty: 5679.213867
	Iteration 132Q: 3 clusters Score -8424010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -8424019.000000 Penalty: 5679.213867
	Iteration 133Q: 3 clusters Score -8424019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -8424028.000000 Penalty: 5679.213867
	Iteration 134Q: 3 clusters Score -8424028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -8424016.000000 Penalty: 5679.213867
	Iteration 135Q: 3 clusters Score -8424016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -8424009.000000 Penalty: 5679.213867
	Iteration 136Q: 3 clusters Score -8424009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -8424014.000000 Penalty: 5679.213867
	Iteration 137Q: 3 clusters Score -8424014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -8424006.000000 Penalty: 5679.213867
	Iteration 138Q: 3 clusters Score -8424006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -8423992.000000 Penalty: 5679.213867
	Iteration 139Q: 3 clusters Score -8423992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -8424000.000000 Penalty: 5679.213867
	Iteration 140F: 3 clusters Score -8424000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -8424004.000000 Penalty: 5679.213867
	Iteration 141Q: 3 clusters Score -8424004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -8424008.000000 Penalty: 5679.213867
	Iteration 142Q: 3 clusters Score -8424008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -8424004.000000 Penalty: 5679.213867
	Iteration 143Q: 3 clusters Score -8424004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -8424000.000000 Penalty: 5679.213867
	Iteration 144Q: 3 clusters Score -8424000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -8423999.000000 Penalty: 5679.213867
	Iteration 145Q: 3 clusters Score -8423999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -8424001.000000 Penalty: 5679.213867
	Iteration 146Q: 3 clusters Score -8424001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -8423997.000000 Penalty: 5679.213867
	Iteration 147Q: 3 clusters Score -8423997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -8424000.000000 Penalty: 5679.213867
	Iteration 148Q: 3 clusters Score -8424000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -8424001.000000 Penalty: 5679.213867
	Iteration 149Q: 3 clusters Score -8424001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -8423998.000000 Penalty: 5679.213867
	Iteration 150Q: 3 clusters Score -8423998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -8423998.000000 Penalty: 5679.213867
	Iteration 151F: 3 clusters Score -8423998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Entering Unmasked Estep 
Score: -1944023.500000 Penalty: 2491.092041
	Iteration 0F: 2 clusters Score -1944024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1928002.250000 Penalty: 4982.184082
	Iteration 0F: 3 clusters Score -1928002 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1933481.625000 Penalty: 4982.184082
	Iteration 1F: 3 clusters Score -1933482 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1934070.500000 Penalty: 4982.184082
	Iteration 2F: 3 clusters Score -1934070 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1934697.500000 Penalty: 4982.184082
	Iteration 3F: 3 clusters Score -1934698 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1935472.875000 Penalty: 4982.184082
	Iteration 4F: 3 clusters Score -1935473 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1936347.875000 Penalty: 4982.184082
	Iteration 5F: 3 clusters Score -1936348 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1937326.250000 Penalty: 4982.184082
	Iteration 6F: 3 clusters Score -1937326 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1938312.125000 Penalty: 4982.184082
	Iteration 7F: 3 clusters Score -1938312 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1939105.250000 Penalty: 4982.184082
	Iteration 8F: 3 clusters Score -1939105 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1939637.750000 Penalty: 4982.184082
	Iteration 9Q: 3 clusters Score -1939638 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1939972.500000 Penalty: 4982.184082
	Iteration 10Q: 3 clusters Score -1939972 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1940231.750000 Penalty: 4982.184082
	Iteration 11Q: 3 clusters Score -1940232 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1940462.750000 Penalty: 4982.184082
	Iteration 12Q: 3 clusters Score -1940463 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1940644.875000 Penalty: 4982.184082
	Iteration 13Q: 3 clusters Score -1940645 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1940841.375000 Penalty: 4982.184082
	Iteration 14Q: 3 clusters Score -1940841 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1941034.750000 Penalty: 4982.184082
	Iteration 15Q: 3 clusters Score -1941035 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1941207.000000 Penalty: 4982.184082
	Iteration 16Q: 3 clusters Score -1941207 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1941358.750000 Penalty: 4982.184082
	Iteration 17Q: 3 clusters Score -1941359 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1941515.125000 Penalty: 4982.184082
	Iteration 18Q: 3 clusters Score -1941515 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1941665.250000 Penalty: 4982.184082
	Iteration 19Q: 3 clusters Score -1941665 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1941824.250000 Penalty: 4982.184082
	Iteration 20F: 3 clusters Score -1941824 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1941978.750000 Penalty: 4982.184082
	Iteration 21Q: 3 clusters Score -1941979 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1942143.625000 Penalty: 4982.184082
	Iteration 22Q: 3 clusters Score -1942144 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1942310.750000 Penalty: 4982.184082
	Iteration 23Q: 3 clusters Score -1942311 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1942495.000000 Penalty: 4982.184082
	Iteration 24Q: 3 clusters Score -1942495 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1942684.625000 Penalty: 4982.184082
	Iteration 25Q: 3 clusters Score -1942685 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1942863.875000 Penalty: 4982.184082
	Iteration 26Q: 3 clusters Score -1942864 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1943044.000000 Penalty: 4982.184082
	Iteration 27Q: 3 clusters Score -1943044 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1943320.375000 Penalty: 4982.184082
	Iteration 28Q: 3 clusters Score -1943320 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1943706.125000 Penalty: 4982.184082
	Iteration 29Q: 3 clusters Score -1943706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1944022.000000 Penalty: 4982.184082
	Iteration 30Q: 3 clusters Score -1944022 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1944162.250000 Penalty: 4982.184082
	Iteration 31Q: 3 clusters Score -1944162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1944220.250000 Penalty: 4982.184082
	Iteration 32Q: 3 clusters Score -1944220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1944257.625000 Penalty: 4982.184082
	Iteration 33Q: 3 clusters Score -1944258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1944271.875000 Penalty: 4982.184082
	Iteration 34Q: 3 clusters Score -1944272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1944284.375000 Penalty: 4982.184082
	Iteration 35Q: 3 clusters Score -1944284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1944288.875000 Penalty: 4982.184082
	Iteration 36Q: 3 clusters Score -1944289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1944292.625000 Penalty: 4982.184082
	Iteration 37Q: 3 clusters Score -1944293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1944291.875000 Penalty: 4982.184082
	Iteration 38Q: 3 clusters Score -1944292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1944295.625000 Penalty: 4982.184082
	Iteration 39Q: 3 clusters Score -1944296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1944299.500000 Penalty: 4982.184082
	Iteration 40F: 3 clusters Score -1944300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1944299.875000 Penalty: 4982.184082
	Iteration 41Q: 3 clusters Score -1944300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1944302.625000 Penalty: 4982.184082
	Iteration 42Q: 3 clusters Score -1944303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1944300.125000 Penalty: 4982.184082
	Iteration 43Q: 3 clusters Score -1944300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1944300.375000 Penalty: 4982.184082
	Iteration 44Q: 3 clusters Score -1944300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1944301.875000 Penalty: 4982.184082
	Iteration 45Q: 3 clusters Score -1944302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1944301.125000 Penalty: 4982.184082
	Iteration 46Q: 3 clusters Score -1944301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1944301.125000 Penalty: 4982.184082
	Iteration 47F: 3 clusters Score -1944301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93904 members 
Mstep: Class 6 contains 16992 members 
Mstep: Class 7 contains 427324 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 6042 members 
Entering Unmasked Estep 
Score: -146478400.000000 Penalty: 124552.312500
Splitting cluster 6 changes total score from -146479264.000000 to -146478400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (427324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427324 members 
Entering Unmasked Estep 
Score: -37697244.000000 Penalty: 3215.393799
	Iteration 0F: 2 clusters Score -3.769724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213557 members 
Mstep: Class 2 contains 213767 members 
Entering Unmasked Estep 
Score: -37416532.000000 Penalty: 6430.787598
	Iteration 0F: 3 clusters Score -3.741653e+07 nChanged 207553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206102 members 
Mstep: Class 2 contains 221222 members 
Entering Unmasked Estep 
Score: -37540960.000000 Penalty: 6430.787598
	Iteration 1F: 3 clusters Score -3.754096e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201466 members 
Mstep: Class 2 contains 225858 members 
Entering Unmasked Estep 
Score: -37543172.000000 Penalty: 6430.787598
	Iteration 2Q: 3 clusters Score -3.754317e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194350 members 
Mstep: Class 2 contains 232974 members 
Entering Unmasked Estep 
Score: -37546388.000000 Penalty: 6430.787598
	Iteration 3Q: 3 clusters Score -3.754639e+07 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183648 members 
Mstep: Class 2 contains 243676 members 
Entering Unmasked Estep 
Score: -37551620.000000 Penalty: 6430.787598
	Iteration 4Q: 3 clusters Score -3.755162e+07 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167867 members 
Mstep: Class 2 contains 259457 members 
Entering Unmasked Estep 
Score: -37560972.000000 Penalty: 6430.787598
	Iteration 5Q: 3 clusters Score -3.756097e+07 nChanged 24689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 280916 members 
Entering Unmasked Estep 
Score: -37575112.000000 Penalty: 6430.787598
	Iteration 6F: 3 clusters Score -3.757511e+07 nChanged 29348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 308126 members 
Entering Unmasked Estep 
Score: -37596640.000000 Penalty: 6430.787598
	Iteration 7F: 3 clusters Score -3.759664e+07 nChanged 31363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 338315 members 
Entering Unmasked Estep 
Score: -37624012.000000 Penalty: 6430.787598
	Iteration 8F: 3 clusters Score -3.762401e+07 nChanged 28097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 365832 members 
Entering Unmasked Estep 
Score: -37649196.000000 Penalty: 6430.787598
	Iteration 9F: 3 clusters Score -3.76492e+07 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 385687 members 
Entering Unmasked Estep 
Score: -37667048.000000 Penalty: 6430.787598
	Iteration 10Q: 3 clusters Score -3.766705e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 397522 members 
Entering Unmasked Estep 
Score: -37677196.000000 Penalty: 6430.787598
	Iteration 11Q: 3 clusters Score -3.76772e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 404590 members 
Entering Unmasked Estep 
Score: -37682652.000000 Penalty: 6430.787598
	Iteration 12Q: 3 clusters Score -3.768265e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 409258 members 
Entering Unmasked Estep 
Score: -37685872.000000 Penalty: 6430.787598
	Iteration 13Q: 3 clusters Score -3.768587e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 412680 members 
Entering Unmasked Estep 
Score: -37687792.000000 Penalty: 6430.787598
	Iteration 14Q: 3 clusters Score -3.768779e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 415325 members 
Entering Unmasked Estep 
Score: -37689296.000000 Penalty: 6430.787598
	Iteration 15Q: 3 clusters Score -3.76893e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 417409 members 
Entering Unmasked Estep 
Score: -37690132.000000 Penalty: 6430.787598
	Iteration 16Q: 3 clusters Score -3.769013e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 419139 members 
Entering Unmasked Estep 
Score: -37690852.000000 Penalty: 6430.787598
	Iteration 17Q: 3 clusters Score -3.769085e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 420527 members 
Entering Unmasked Estep 
Score: -37691556.000000 Penalty: 6430.787598
	Iteration 18Q: 3 clusters Score -3.769156e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 421634 members 
Entering Unmasked Estep 
Score: -37691976.000000 Penalty: 6430.787598
	Iteration 19Q: 3 clusters Score -3.769198e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 422491 members 
Entering Unmasked Estep 
Score: -37692388.000000 Penalty: 6430.787598
	Iteration 20F: 3 clusters Score -3.769239e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 423181 members 
Entering Unmasked Estep 
Score: -37692748.000000 Penalty: 6430.787598
	Iteration 21Q: 3 clusters Score -3.769275e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 423779 members 
Entering Unmasked Estep 
Score: -37693120.000000 Penalty: 6430.787598
	Iteration 22Q: 3 clusters Score -3.769312e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 424278 members 
Entering Unmasked Estep 
Score: -37693360.000000 Penalty: 6430.787598
	Iteration 23Q: 3 clusters Score -3.769336e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 424668 members 
Entering Unmasked Estep 
Score: -37693524.000000 Penalty: 6430.787598
	Iteration 24Q: 3 clusters Score -3.769352e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 424975 members 
Entering Unmasked Estep 
Score: -37693724.000000 Penalty: 6430.787598
	Iteration 25Q: 3 clusters Score -3.769372e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 425207 members 
Entering Unmasked Estep 
Score: -37693808.000000 Penalty: 6430.787598
	Iteration 26Q: 3 clusters Score -3.769381e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 425397 members 
Entering Unmasked Estep 
Score: -37693984.000000 Penalty: 6430.787598
	Iteration 27Q: 3 clusters Score -3.769398e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 425561 members 
Entering Unmasked Estep 
Score: -37694052.000000 Penalty: 6430.787598
	Iteration 28Q: 3 clusters Score -3.769405e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 425702 members 
Entering Unmasked Estep 
Score: -37694160.000000 Penalty: 6430.787598
	Iteration 29Q: 3 clusters Score -3.769416e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 425807 members 
Entering Unmasked Estep 
Score: -37694156.000000 Penalty: 6430.787598
	Iteration 30Q: 3 clusters Score -3.769416e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 425895 members 
Entering Unmasked Estep 
Score: -37694140.000000 Penalty: 6430.787598
	Iteration 31Q: 3 clusters Score -3.769414e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 425950 members 
Entering Unmasked Estep 
Score: -37694168.000000 Penalty: 6430.787598
	Iteration 32Q: 3 clusters Score -3.769417e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 425990 members 
Entering Unmasked Estep 
Score: -37694196.000000 Penalty: 6430.787598
	Iteration 33Q: 3 clusters Score -3.76942e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 426029 members 
Entering Unmasked Estep 
Score: -37694220.000000 Penalty: 6430.787598
	Iteration 34Q: 3 clusters Score -3.769422e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 426074 members 
Entering Unmasked Estep 
Score: -37694244.000000 Penalty: 6430.787598
	Iteration 35Q: 3 clusters Score -3.769424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 426116 members 
Entering Unmasked Estep 
Score: -37694268.000000 Penalty: 6430.787598
	Iteration 36Q: 3 clusters Score -3.769427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 426152 members 
Entering Unmasked Estep 
Score: -37694304.000000 Penalty: 6430.787598
	Iteration 37Q: 3 clusters Score -3.76943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 426175 members 
Entering Unmasked Estep 
Score: -37694340.000000 Penalty: 6430.787598
	Iteration 38Q: 3 clusters Score -3.769434e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 426196 members 
Entering Unmasked Estep 
Score: -37694324.000000 Penalty: 6430.787598
	Iteration 39Q: 3 clusters Score -3.769432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 426218 members 
Entering Unmasked Estep 
Score: -37694364.000000 Penalty: 6430.787598
	Iteration 40F: 3 clusters Score -3.769436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 426234 members 
Entering Unmasked Estep 
Score: -37694360.000000 Penalty: 6430.787598
	Iteration 41Q: 3 clusters Score -3.769436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 426250 members 
Entering Unmasked Estep 
Score: -37694388.000000 Penalty: 6430.787598
	Iteration 42Q: 3 clusters Score -3.769439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 426258 members 
Entering Unmasked Estep 
Score: -37694360.000000 Penalty: 6430.787598
	Iteration 43Q: 3 clusters Score -3.769436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 426270 members 
Entering Unmasked Estep 
Score: -37694372.000000 Penalty: 6430.787598
	Iteration 44Q: 3 clusters Score -3.769437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 426281 members 
Entering Unmasked Estep 
Score: -37694384.000000 Penalty: 6430.787598
	Iteration 45Q: 3 clusters Score -3.769438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 426289 members 
Entering Unmasked Estep 
Score: -37694396.000000 Penalty: 6430.787598
	Iteration 46Q: 3 clusters Score -3.76944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 426292 members 
Entering Unmasked Estep 
Score: -37694404.000000 Penalty: 6430.787598
	Iteration 47Q: 3 clusters Score -3.76944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 426299 members 
Entering Unmasked Estep 
Score: -37694388.000000 Penalty: 6430.787598
	Iteration 48Q: 3 clusters Score -3.769439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 426309 members 
Entering Unmasked Estep 
Score: -37694396.000000 Penalty: 6430.787598
	Iteration 49Q: 3 clusters Score -3.76944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 426315 members 
Entering Unmasked Estep 
Score: -37694432.000000 Penalty: 6430.787598
	Iteration 50Q: 3 clusters Score -3.769443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 426323 members 
Entering Unmasked Estep 
Score: -37694456.000000 Penalty: 6430.787598
	Iteration 51Q: 3 clusters Score -3.769446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 426332 members 
Entering Unmasked Estep 
Score: -37694452.000000 Penalty: 6430.787598
	Iteration 52Q: 3 clusters Score -3.769445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 426339 members 
Entering Unmasked Estep 
Score: -37694468.000000 Penalty: 6430.787598
	Iteration 53Q: 3 clusters Score -3.769447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 426341 members 
Entering Unmasked Estep 
Score: -37694448.000000 Penalty: 6430.787598
	Iteration 54Q: 3 clusters Score -3.769445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 426347 members 
Entering Unmasked Estep 
Score: -37694476.000000 Penalty: 6430.787598
	Iteration 55Q: 3 clusters Score -3.769448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 426354 members 
Entering Unmasked Estep 
Score: -37694492.000000 Penalty: 6430.787598
	Iteration 56Q: 3 clusters Score -3.769449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 426362 members 
Entering Unmasked Estep 
Score: -37694516.000000 Penalty: 6430.787598
	Iteration 57Q: 3 clusters Score -3.769452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 426368 members 
Entering Unmasked Estep 
Score: -37694504.000000 Penalty: 6430.787598
	Iteration 58Q: 3 clusters Score -3.76945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 426368 members 
Entering Unmasked Estep 
Score: -37694504.000000 Penalty: 6430.787598
	Iteration 59Q: 3 clusters Score -3.76945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 426373 members 
Entering Unmasked Estep 
Score: -37694492.000000 Penalty: 6430.787598
	Iteration 60F: 3 clusters Score -3.769449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 426373 members 
Entering Unmasked Estep 
Score: -37694512.000000 Penalty: 6430.787598
	Iteration 61Q: 3 clusters Score -3.769451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 426374 members 
Entering Unmasked Estep 
Score: -37694508.000000 Penalty: 6430.787598
	Iteration 62Q: 3 clusters Score -3.769451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 426375 members 
Entering Unmasked Estep 
Score: -37694492.000000 Penalty: 6430.787598
	Iteration 63Q: 3 clusters Score -3.769449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 426376 members 
Entering Unmasked Estep 
Score: -37694488.000000 Penalty: 6430.787598
	Iteration 64Q: 3 clusters Score -3.769449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 426378 members 
Entering Unmasked Estep 
Score: -37694476.000000 Penalty: 6430.787598
	Iteration 65Q: 3 clusters Score -3.769448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 426375 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 66Q: 3 clusters Score -3.76945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 426374 members 
Entering Unmasked Estep 
Score: -37694492.000000 Penalty: 6430.787598
	Iteration 67Q: 3 clusters Score -3.769449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 426375 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 68Q: 3 clusters Score -3.76945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 426376 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 69Q: 3 clusters Score -3.76945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 426375 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 70Q: 3 clusters Score -3.76945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 426376 members 
Entering Unmasked Estep 
Score: -37694504.000000 Penalty: 6430.787598
	Iteration 71Q: 3 clusters Score -3.76945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 426378 members 
Entering Unmasked Estep 
Score: -37694484.000000 Penalty: 6430.787598
	Iteration 72Q: 3 clusters Score -3.769448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 426379 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 73Q: 3 clusters Score -3.76945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 426380 members 
Entering Unmasked Estep 
Score: -37694492.000000 Penalty: 6430.787598
	Iteration 74Q: 3 clusters Score -3.769449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 426381 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 75Q: 3 clusters Score -3.76945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 426381 members 
Entering Unmasked Estep 
Score: -37694496.000000 Penalty: 6430.787598
	Iteration 76F: 3 clusters Score -3.76945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Entering Unmasked Estep 
Score: -6173094.500000 Penalty: 2762.032471
	Iteration 0F: 2 clusters Score -6173094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -6127166.500000 Penalty: 5524.064941
	Iteration 0F: 3 clusters Score -6127166 nChanged 32187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6145046.000000 Penalty: 5524.064941
	Iteration 1F: 3 clusters Score -6145046 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6145643.500000 Penalty: 5524.064941
	Iteration 2Q: 3 clusters Score -6145644 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -6146456.000000 Penalty: 5524.064941
	Iteration 3Q: 3 clusters Score -6146456 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -6147511.000000 Penalty: 5524.064941
	Iteration 4Q: 3 clusters Score -6147511 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -6148748.500000 Penalty: 5524.064941
	Iteration 5Q: 3 clusters Score -6148748 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -6150227.000000 Penalty: 5524.064941
	Iteration 6Q: 3 clusters Score -6150227 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -6151804.000000 Penalty: 5524.064941
	Iteration 7Q: 3 clusters Score -6151804 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -6153658.000000 Penalty: 5524.064941
	Iteration 8F: 3 clusters Score -6153658 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -6155678.000000 Penalty: 5524.064941
	Iteration 9F: 3 clusters Score -6155678 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -6157728.000000 Penalty: 5524.064941
	Iteration 10F: 3 clusters Score -6157728 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6159646.500000 Penalty: 5524.064941
	Iteration 11F: 3 clusters Score -6159646 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -6161162.500000 Penalty: 5524.064941
	Iteration 12Q: 3 clusters Score -6161162 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -6162021.500000 Penalty: 5524.064941
	Iteration 13Q: 3 clusters Score -6162022 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -6162529.000000 Penalty: 5524.064941
	Iteration 14Q: 3 clusters Score -6162529 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6162789.000000 Penalty: 5524.064941
	Iteration 15Q: 3 clusters Score -6162789 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -6162945.000000 Penalty: 5524.064941
	Iteration 16Q: 3 clusters Score -6162945 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -6163072.000000 Penalty: 5524.064941
	Iteration 17Q: 3 clusters Score -6163072 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -6163109.000000 Penalty: 5524.064941
	Iteration 18Q: 3 clusters Score -6163109 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6163168.000000 Penalty: 5524.064941
	Iteration 19Q: 3 clusters Score -6163168 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6163233.500000 Penalty: 5524.064941
	Iteration 20F: 3 clusters Score -6163234 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -6163266.000000 Penalty: 5524.064941
	Iteration 21Q: 3 clusters Score -6163266 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6163314.000000 Penalty: 5524.064941
	Iteration 22Q: 3 clusters Score -6163314 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -6163373.500000 Penalty: 5524.064941
	Iteration 23Q: 3 clusters Score -6163374 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -6163415.500000 Penalty: 5524.064941
	Iteration 24Q: 3 clusters Score -6163416 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -6163473.500000 Penalty: 5524.064941
	Iteration 25Q: 3 clusters Score -6163474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -6163507.500000 Penalty: 5524.064941
	Iteration 26Q: 3 clusters Score -6163508 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -6163540.500000 Penalty: 5524.064941
	Iteration 27Q: 3 clusters Score -6163540 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -6163567.500000 Penalty: 5524.064941
	Iteration 28Q: 3 clusters Score -6163568 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -6163630.500000 Penalty: 5524.064941
	Iteration 29Q: 3 clusters Score -6163630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -6163616.000000 Penalty: 5524.064941
	Iteration 30Q: 3 clusters Score -6163616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6163651.000000 Penalty: 5524.064941
	Iteration 31Q: 3 clusters Score -6163651 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -6163657.500000 Penalty: 5524.064941
	Iteration 32Q: 3 clusters Score -6163658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -6163652.500000 Penalty: 5524.064941
	Iteration 33Q: 3 clusters Score -6163652 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -6163679.000000 Penalty: 5524.064941
	Iteration 34Q: 3 clusters Score -6163679 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -6163706.000000 Penalty: 5524.064941
	Iteration 35Q: 3 clusters Score -6163706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -6163709.000000 Penalty: 5524.064941
	Iteration 36Q: 3 clusters Score -6163709 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6163733.000000 Penalty: 5524.064941
	Iteration 37Q: 3 clusters Score -6163733 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -6163761.500000 Penalty: 5524.064941
	Iteration 38Q: 3 clusters Score -6163762 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -6163810.500000 Penalty: 5524.064941
	Iteration 39Q: 3 clusters Score -6163810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6163846.000000 Penalty: 5524.064941
	Iteration 40F: 3 clusters Score -6163846 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -6163876.500000 Penalty: 5524.064941
	Iteration 41Q: 3 clusters Score -6163876 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6163910.000000 Penalty: 5524.064941
	Iteration 42Q: 3 clusters Score -6163910 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -6163945.000000 Penalty: 5524.064941
	Iteration 43Q: 3 clusters Score -6163945 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6164022.500000 Penalty: 5524.064941
	Iteration 44Q: 3 clusters Score -6164022 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -6164067.500000 Penalty: 5524.064941
	Iteration 45Q: 3 clusters Score -6164068 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -6164153.000000 Penalty: 5524.064941
	Iteration 46Q: 3 clusters Score -6164153 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -6164208.000000 Penalty: 5524.064941
	Iteration 47Q: 3 clusters Score -6164208 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6164230.000000 Penalty: 5524.064941
	Iteration 48Q: 3 clusters Score -6164230 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6164251.500000 Penalty: 5524.064941
	Iteration 49Q: 3 clusters Score -6164252 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6164306.000000 Penalty: 5524.064941
	Iteration 50Q: 3 clusters Score -6164306 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -6164339.500000 Penalty: 5524.064941
	Iteration 51Q: 3 clusters Score -6164340 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -6164386.500000 Penalty: 5524.064941
	Iteration 52Q: 3 clusters Score -6164386 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6164460.500000 Penalty: 5524.064941
	Iteration 53Q: 3 clusters Score -6164460 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -6164519.500000 Penalty: 5524.064941
	Iteration 54Q: 3 clusters Score -6164520 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6164605.000000 Penalty: 5524.064941
	Iteration 55Q: 3 clusters Score -6164605 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6164684.000000 Penalty: 5524.064941
	Iteration 56Q: 3 clusters Score -6164684 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -6164736.000000 Penalty: 5524.064941
	Iteration 57Q: 3 clusters Score -6164736 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6164781.000000 Penalty: 5524.064941
	Iteration 58Q: 3 clusters Score -6164781 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -6164880.500000 Penalty: 5524.064941
	Iteration 59Q: 3 clusters Score -6164880 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6164996.500000 Penalty: 5524.064941
	Iteration 60F: 3 clusters Score -6164996 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -6165109.000000 Penalty: 5524.064941
	Iteration 61Q: 3 clusters Score -6165109 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -6165241.000000 Penalty: 5524.064941
	Iteration 62Q: 3 clusters Score -6165241 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -6165374.500000 Penalty: 5524.064941
	Iteration 63Q: 3 clusters Score -6165374 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -6165514.500000 Penalty: 5524.064941
	Iteration 64Q: 3 clusters Score -6165514 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -6165621.500000 Penalty: 5524.064941
	Iteration 65Q: 3 clusters Score -6165622 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -6165820.000000 Penalty: 5524.064941
	Iteration 66Q: 3 clusters Score -6165820 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -6166034.500000 Penalty: 5524.064941
	Iteration 67Q: 3 clusters Score -6166034 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -6166233.500000 Penalty: 5524.064941
	Iteration 68Q: 3 clusters Score -6166234 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -6166566.500000 Penalty: 5524.064941
	Iteration 69Q: 3 clusters Score -6166566 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -6166866.500000 Penalty: 5524.064941
	Iteration 70Q: 3 clusters Score -6166866 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -6167216.500000 Penalty: 5524.064941
	Iteration 71Q: 3 clusters Score -6167216 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -6167643.000000 Penalty: 5524.064941
	Iteration 72Q: 3 clusters Score -6167643 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -6168021.500000 Penalty: 5524.064941
	Iteration 73Q: 3 clusters Score -6168022 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -6168457.500000 Penalty: 5524.064941
	Iteration 74Q: 3 clusters Score -6168458 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -6168980.000000 Penalty: 5524.064941
	Iteration 75Q: 3 clusters Score -6168980 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -6169411.500000 Penalty: 5524.064941
	Iteration 76Q: 3 clusters Score -6169412 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -6169855.500000 Penalty: 5524.064941
	Iteration 77Q: 3 clusters Score -6169856 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -6170275.500000 Penalty: 5524.064941
	Iteration 78Q: 3 clusters Score -6170276 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -6170620.500000 Penalty: 5524.064941
	Iteration 79Q: 3 clusters Score -6170620 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -6170946.000000 Penalty: 5524.064941
	Iteration 80F: 3 clusters Score -6170946 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -6171186.000000 Penalty: 5524.064941
	Iteration 81Q: 3 clusters Score -6171186 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -6171407.500000 Penalty: 5524.064941
	Iteration 82Q: 3 clusters Score -6171408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -6171592.000000 Penalty: 5524.064941
	Iteration 83Q: 3 clusters Score -6171592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -6171718.000000 Penalty: 5524.064941
	Iteration 84Q: 3 clusters Score -6171718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -6171787.000000 Penalty: 5524.064941
	Iteration 85Q: 3 clusters Score -6171787 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -6171862.000000 Penalty: 5524.064941
	Iteration 86Q: 3 clusters Score -6171862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -6171898.000000 Penalty: 5524.064941
	Iteration 87Q: 3 clusters Score -6171898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -6171947.000000 Penalty: 5524.064941
	Iteration 88Q: 3 clusters Score -6171947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -6171966.000000 Penalty: 5524.064941
	Iteration 89Q: 3 clusters Score -6171966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -6171977.500000 Penalty: 5524.064941
	Iteration 90Q: 3 clusters Score -6171978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -6172007.500000 Penalty: 5524.064941
	Iteration 91Q: 3 clusters Score -6172008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -6172015.500000 Penalty: 5524.064941
	Iteration 92Q: 3 clusters Score -6172016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -6172024.000000 Penalty: 5524.064941
	Iteration 93Q: 3 clusters Score -6172024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -6172033.500000 Penalty: 5524.064941
	Iteration 94Q: 3 clusters Score -6172034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -6172030.000000 Penalty: 5524.064941
	Iteration 95Q: 3 clusters Score -6172030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -6172037.500000 Penalty: 5524.064941
	Iteration 96Q: 3 clusters Score -6172038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -6172049.500000 Penalty: 5524.064941
	Iteration 97Q: 3 clusters Score -6172050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -6172044.000000 Penalty: 5524.064941
	Iteration 98Q: 3 clusters Score -6172044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -6172042.500000 Penalty: 5524.064941
	Iteration 99Q: 3 clusters Score -6172042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -6172043.000000 Penalty: 5524.064941
	Iteration 100F: 3 clusters Score -6172043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -6172035.500000 Penalty: 5524.064941
	Iteration 101Q: 3 clusters Score -6172036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -6172040.000000 Penalty: 5524.064941
	Iteration 102Q: 3 clusters Score -6172040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -6172039.500000 Penalty: 5524.064941
	Iteration 103Q: 3 clusters Score -6172040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -6172039.500000 Penalty: 5524.064941
	Iteration 104F: 3 clusters Score -6172040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2461386.500000 Penalty: 2532.812988
	Iteration 0F: 2 clusters Score -2461386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2442572.750000 Penalty: 5065.625977
	Iteration 0F: 3 clusters Score -2442573 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2449038.250000 Penalty: 5065.625977
	Iteration 1F: 3 clusters Score -2449038 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2449497.750000 Penalty: 5065.625977
	Iteration 2Q: 3 clusters Score -2449498 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2449964.750000 Penalty: 5065.625977
	Iteration 3Q: 3 clusters Score -2449965 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2450484.250000 Penalty: 5065.625977
	Iteration 4Q: 3 clusters Score -2450484 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2450939.500000 Penalty: 5065.625977
	Iteration 5Q: 3 clusters Score -2450940 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2451347.500000 Penalty: 5065.625977
	Iteration 6Q: 3 clusters Score -2451348 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2451696.500000 Penalty: 5065.625977
	Iteration 7Q: 3 clusters Score -2451696 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2451955.750000 Penalty: 5065.625977
	Iteration 8Q: 3 clusters Score -2451956 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2452178.000000 Penalty: 5065.625977
	Iteration 9Q: 3 clusters Score -2452178 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2452388.750000 Penalty: 5065.625977
	Iteration 10Q: 3 clusters Score -2452389 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2452582.500000 Penalty: 5065.625977
	Iteration 11Q: 3 clusters Score -2452582 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2452760.750000 Penalty: 5065.625977
	Iteration 12Q: 3 clusters Score -2452761 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2452971.750000 Penalty: 5065.625977
	Iteration 13Q: 3 clusters Score -2452972 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2453198.750000 Penalty: 5065.625977
	Iteration 14Q: 3 clusters Score -2453199 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2453440.250000 Penalty: 5065.625977
	Iteration 15Q: 3 clusters Score -2453440 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2453686.500000 Penalty: 5065.625977
	Iteration 16Q: 3 clusters Score -2453686 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2453972.500000 Penalty: 5065.625977
	Iteration 17Q: 3 clusters Score -2453972 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2454287.500000 Penalty: 5065.625977
	Iteration 18Q: 3 clusters Score -2454288 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2454597.750000 Penalty: 5065.625977
	Iteration 19Q: 3 clusters Score -2454598 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2454891.500000 Penalty: 5065.625977
	Iteration 20F: 3 clusters Score -2454892 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2455160.000000 Penalty: 5065.625977
	Iteration 21Q: 3 clusters Score -2455160 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2455335.500000 Penalty: 5065.625977
	Iteration 22Q: 3 clusters Score -2455336 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2455505.500000 Penalty: 5065.625977
	Iteration 23Q: 3 clusters Score -2455506 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2455629.000000 Penalty: 5065.625977
	Iteration 24Q: 3 clusters Score -2455629 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2455716.000000 Penalty: 5065.625977
	Iteration 25Q: 3 clusters Score -2455716 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2455770.750000 Penalty: 5065.625977
	Iteration 26Q: 3 clusters Score -2455771 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2455816.750000 Penalty: 5065.625977
	Iteration 27Q: 3 clusters Score -2455817 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2455888.250000 Penalty: 5065.625977
	Iteration 28Q: 3 clusters Score -2455888 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2455940.000000 Penalty: 5065.625977
	Iteration 29Q: 3 clusters Score -2455940 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2455996.500000 Penalty: 5065.625977
	Iteration 30Q: 3 clusters Score -2455996 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2456057.750000 Penalty: 5065.625977
	Iteration 31Q: 3 clusters Score -2456058 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2456107.500000 Penalty: 5065.625977
	Iteration 32Q: 3 clusters Score -2456108 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2456156.000000 Penalty: 5065.625977
	Iteration 33Q: 3 clusters Score -2456156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2456199.750000 Penalty: 5065.625977
	Iteration 34Q: 3 clusters Score -2456200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2456254.250000 Penalty: 5065.625977
	Iteration 35Q: 3 clusters Score -2456254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2456310.500000 Penalty: 5065.625977
	Iteration 36Q: 3 clusters Score -2456310 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2456373.000000 Penalty: 5065.625977
	Iteration 37Q: 3 clusters Score -2456373 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2456430.750000 Penalty: 5065.625977
	Iteration 38Q: 3 clusters Score -2456431 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2456495.250000 Penalty: 5065.625977
	Iteration 39Q: 3 clusters Score -2456495 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2456548.000000 Penalty: 5065.625977
	Iteration 40F: 3 clusters Score -2456548 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2456619.500000 Penalty: 5065.625977
	Iteration 41Q: 3 clusters Score -2456620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2456686.500000 Penalty: 5065.625977
	Iteration 42Q: 3 clusters Score -2456686 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2456768.000000 Penalty: 5065.625977
	Iteration 43Q: 3 clusters Score -2456768 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2456834.250000 Penalty: 5065.625977
	Iteration 44Q: 3 clusters Score -2456834 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2456902.500000 Penalty: 5065.625977
	Iteration 45Q: 3 clusters Score -2456902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2456975.750000 Penalty: 5065.625977
	Iteration 46Q: 3 clusters Score -2456976 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2457044.750000 Penalty: 5065.625977
	Iteration 47Q: 3 clusters Score -2457045 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2457125.750000 Penalty: 5065.625977
	Iteration 48Q: 3 clusters Score -2457126 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2457191.500000 Penalty: 5065.625977
	Iteration 49Q: 3 clusters Score -2457192 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2457272.500000 Penalty: 5065.625977
	Iteration 50Q: 3 clusters Score -2457272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2457370.750000 Penalty: 5065.625977
	Iteration 51Q: 3 clusters Score -2457371 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2457453.750000 Penalty: 5065.625977
	Iteration 52Q: 3 clusters Score -2457454 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2457553.500000 Penalty: 5065.625977
	Iteration 53Q: 3 clusters Score -2457554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2457650.000000 Penalty: 5065.625977
	Iteration 54Q: 3 clusters Score -2457650 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2457763.500000 Penalty: 5065.625977
	Iteration 55Q: 3 clusters Score -2457764 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2457893.750000 Penalty: 5065.625977
	Iteration 56Q: 3 clusters Score -2457894 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2458014.000000 Penalty: 5065.625977
	Iteration 57Q: 3 clusters Score -2458014 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2458153.000000 Penalty: 5065.625977
	Iteration 58Q: 3 clusters Score -2458153 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2458289.250000 Penalty: 5065.625977
	Iteration 59Q: 3 clusters Score -2458289 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2458423.750000 Penalty: 5065.625977
	Iteration 60F: 3 clusters Score -2458424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2458529.250000 Penalty: 5065.625977
	Iteration 61Q: 3 clusters Score -2458529 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2458631.250000 Penalty: 5065.625977
	Iteration 62Q: 3 clusters Score -2458631 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2458699.500000 Penalty: 5065.625977
	Iteration 63Q: 3 clusters Score -2458700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2458789.500000 Penalty: 5065.625977
	Iteration 64Q: 3 clusters Score -2458790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2458854.250000 Penalty: 5065.625977
	Iteration 65Q: 3 clusters Score -2458854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2458917.250000 Penalty: 5065.625977
	Iteration 66Q: 3 clusters Score -2458917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2458978.000000 Penalty: 5065.625977
	Iteration 67Q: 3 clusters Score -2458978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2459010.500000 Penalty: 5065.625977
	Iteration 68Q: 3 clusters Score -2459010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2459042.500000 Penalty: 5065.625977
	Iteration 69Q: 3 clusters Score -2459042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2459070.250000 Penalty: 5065.625977
	Iteration 70Q: 3 clusters Score -2459070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2459091.500000 Penalty: 5065.625977
	Iteration 71Q: 3 clusters Score -2459092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2459103.500000 Penalty: 5065.625977
	Iteration 72Q: 3 clusters Score -2459104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2459115.000000 Penalty: 5065.625977
	Iteration 73Q: 3 clusters Score -2459115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2459127.500000 Penalty: 5065.625977
	Iteration 74Q: 3 clusters Score -2459128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2459131.750000 Penalty: 5065.625977
	Iteration 75Q: 3 clusters Score -2459132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2459139.250000 Penalty: 5065.625977
	Iteration 76Q: 3 clusters Score -2459139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2459147.750000 Penalty: 5065.625977
	Iteration 77Q: 3 clusters Score -2459148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2459151.250000 Penalty: 5065.625977
	Iteration 78Q: 3 clusters Score -2459151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2459157.500000 Penalty: 5065.625977
	Iteration 79Q: 3 clusters Score -2459158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2459158.000000 Penalty: 5065.625977
	Iteration 80F: 3 clusters Score -2459158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2459159.750000 Penalty: 5065.625977
	Iteration 81Q: 3 clusters Score -2459160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2459165.000000 Penalty: 5065.625977
	Iteration 82Q: 3 clusters Score -2459165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2459164.500000 Penalty: 5065.625977
	Iteration 83Q: 3 clusters Score -2459164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2459168.500000 Penalty: 5065.625977
	Iteration 84Q: 3 clusters Score -2459168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2459167.750000 Penalty: 5065.625977
	Iteration 85Q: 3 clusters Score -2459168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2459167.500000 Penalty: 5065.625977
	Iteration 86Q: 3 clusters Score -2459168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2459167.500000 Penalty: 5065.625977
	Iteration 87F: 3 clusters Score -2459168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Entering Unmasked Estep 
Score: -2226873.250000 Penalty: 2508.089111
	Iteration 0F: 2 clusters Score -2226873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2209743.750000 Penalty: 5016.178223
	Iteration 0F: 3 clusters Score -2209744 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2215668.000000 Penalty: 5016.178223
	Iteration 1F: 3 clusters Score -2215668 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2216067.750000 Penalty: 5016.178223
	Iteration 2Q: 3 clusters Score -2216068 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2216407.000000 Penalty: 5016.178223
	Iteration 3Q: 3 clusters Score -2216407 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2216729.250000 Penalty: 5016.178223
	Iteration 4Q: 3 clusters Score -2216729 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2217039.500000 Penalty: 5016.178223
	Iteration 5Q: 3 clusters Score -2217040 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2217353.250000 Penalty: 5016.178223
	Iteration 6Q: 3 clusters Score -2217353 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2217660.500000 Penalty: 5016.178223
	Iteration 7Q: 3 clusters Score -2217660 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2217939.250000 Penalty: 5016.178223
	Iteration 8Q: 3 clusters Score -2217939 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2218222.000000 Penalty: 5016.178223
	Iteration 9Q: 3 clusters Score -2218222 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2218509.750000 Penalty: 5016.178223
	Iteration 10Q: 3 clusters Score -2218510 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2218808.500000 Penalty: 5016.178223
	Iteration 11Q: 3 clusters Score -2218808 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2219146.250000 Penalty: 5016.178223
	Iteration 12Q: 3 clusters Score -2219146 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2219515.250000 Penalty: 5016.178223
	Iteration 13Q: 3 clusters Score -2219515 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2219936.250000 Penalty: 5016.178223
	Iteration 14Q: 3 clusters Score -2219936 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2220397.500000 Penalty: 5016.178223
	Iteration 15Q: 3 clusters Score -2220398 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2220911.250000 Penalty: 5016.178223
	Iteration 16Q: 3 clusters Score -2220911 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2221316.250000 Penalty: 5016.178223
	Iteration 17Q: 3 clusters Score -2221316 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2221640.500000 Penalty: 5016.178223
	Iteration 18Q: 3 clusters Score -2221640 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2221897.500000 Penalty: 5016.178223
	Iteration 19Q: 3 clusters Score -2221898 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2222101.750000 Penalty: 5016.178223
	Iteration 20F: 3 clusters Score -2222102 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2222266.250000 Penalty: 5016.178223
	Iteration 21Q: 3 clusters Score -2222266 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2222397.750000 Penalty: 5016.178223
	Iteration 22Q: 3 clusters Score -2222398 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2222520.000000 Penalty: 5016.178223
	Iteration 23Q: 3 clusters Score -2222520 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2222631.000000 Penalty: 5016.178223
	Iteration 24Q: 3 clusters Score -2222631 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2222739.000000 Penalty: 5016.178223
	Iteration 25Q: 3 clusters Score -2222739 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2222859.500000 Penalty: 5016.178223
	Iteration 26Q: 3 clusters Score -2222860 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2222975.750000 Penalty: 5016.178223
	Iteration 27Q: 3 clusters Score -2222976 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2223105.000000 Penalty: 5016.178223
	Iteration 28Q: 3 clusters Score -2223105 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2223245.500000 Penalty: 5016.178223
	Iteration 29Q: 3 clusters Score -2223246 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2223380.750000 Penalty: 5016.178223
	Iteration 30Q: 3 clusters Score -2223381 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2223500.750000 Penalty: 5016.178223
	Iteration 31Q: 3 clusters Score -2223501 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2223648.250000 Penalty: 5016.178223
	Iteration 32Q: 3 clusters Score -2223648 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2223776.250000 Penalty: 5016.178223
	Iteration 33Q: 3 clusters Score -2223776 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2223890.250000 Penalty: 5016.178223
	Iteration 34Q: 3 clusters Score -2223890 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2224006.250000 Penalty: 5016.178223
	Iteration 35Q: 3 clusters Score -2224006 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2224105.250000 Penalty: 5016.178223
	Iteration 36Q: 3 clusters Score -2224105 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2224189.750000 Penalty: 5016.178223
	Iteration 37Q: 3 clusters Score -2224190 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2224262.500000 Penalty: 5016.178223
	Iteration 38Q: 3 clusters Score -2224262 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2224328.250000 Penalty: 5016.178223
	Iteration 39Q: 3 clusters Score -2224328 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2224424.000000 Penalty: 5016.178223
	Iteration 40F: 3 clusters Score -2224424 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2224505.750000 Penalty: 5016.178223
	Iteration 41Q: 3 clusters Score -2224506 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2224580.500000 Penalty: 5016.178223
	Iteration 42Q: 3 clusters Score -2224580 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2224648.500000 Penalty: 5016.178223
	Iteration 43Q: 3 clusters Score -2224648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2224704.500000 Penalty: 5016.178223
	Iteration 44Q: 3 clusters Score -2224704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2224751.000000 Penalty: 5016.178223
	Iteration 45Q: 3 clusters Score -2224751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2224791.250000 Penalty: 5016.178223
	Iteration 46Q: 3 clusters Score -2224791 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2224830.000000 Penalty: 5016.178223
	Iteration 47Q: 3 clusters Score -2224830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2224858.500000 Penalty: 5016.178223
	Iteration 48Q: 3 clusters Score -2224858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2224890.250000 Penalty: 5016.178223
	Iteration 49Q: 3 clusters Score -2224890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2224918.500000 Penalty: 5016.178223
	Iteration 50Q: 3 clusters Score -2224918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2224941.500000 Penalty: 5016.178223
	Iteration 51Q: 3 clusters Score -2224942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2224952.500000 Penalty: 5016.178223
	Iteration 52Q: 3 clusters Score -2224952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2224961.750000 Penalty: 5016.178223
	Iteration 53Q: 3 clusters Score -2224962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2224966.750000 Penalty: 5016.178223
	Iteration 54Q: 3 clusters Score -2224967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2224983.750000 Penalty: 5016.178223
	Iteration 55Q: 3 clusters Score -2224984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2224994.750000 Penalty: 5016.178223
	Iteration 56Q: 3 clusters Score -2224995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2225006.500000 Penalty: 5016.178223
	Iteration 57Q: 3 clusters Score -2225006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2225030.500000 Penalty: 5016.178223
	Iteration 58Q: 3 clusters Score -2225030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2225050.750000 Penalty: 5016.178223
	Iteration 59Q: 3 clusters Score -2225051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2225055.750000 Penalty: 5016.178223
	Iteration 60F: 3 clusters Score -2225056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2225060.250000 Penalty: 5016.178223
	Iteration 61Q: 3 clusters Score -2225060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2225063.750000 Penalty: 5016.178223
	Iteration 62Q: 3 clusters Score -2225064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2225072.750000 Penalty: 5016.178223
	Iteration 63Q: 3 clusters Score -2225073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2225075.750000 Penalty: 5016.178223
	Iteration 64Q: 3 clusters Score -2225076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2225082.250000 Penalty: 5016.178223
	Iteration 65Q: 3 clusters Score -2225082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2225084.250000 Penalty: 5016.178223
	Iteration 66Q: 3 clusters Score -2225084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2225088.500000 Penalty: 5016.178223
	Iteration 67Q: 3 clusters Score -2225088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2225089.250000 Penalty: 5016.178223
	Iteration 68Q: 3 clusters Score -2225089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2225090.250000 Penalty: 5016.178223
	Iteration 69Q: 3 clusters Score -2225090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2225091.750000 Penalty: 5016.178223
	Iteration 70Q: 3 clusters Score -2225092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2225094.750000 Penalty: 5016.178223
	Iteration 71Q: 3 clusters Score -2225095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2225094.250000 Penalty: 5016.178223
	Iteration 72Q: 3 clusters Score -2225094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2225095.000000 Penalty: 5016.178223
	Iteration 73Q: 3 clusters Score -2225095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2225095.000000 Penalty: 5016.178223
	Iteration 74F: 3 clusters Score -2225095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Entering Unmasked Estep 
Score: -11200730.000000 Penalty: 2905.472168
	Iteration 0F: 2 clusters Score -1.120073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -11118643.000000 Penalty: 5810.944336
	Iteration 0F: 3 clusters Score -1.111864e+07 nChanged 58191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -11151831.000000 Penalty: 5810.944336
	Iteration 1F: 3 clusters Score -1.115183e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -11152611.000000 Penalty: 5810.944336
	Iteration 2Q: 3 clusters Score -1.115261e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -11153427.000000 Penalty: 5810.944336
	Iteration 3Q: 3 clusters Score -1.115343e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -11154623.000000 Penalty: 5810.944336
	Iteration 4Q: 3 clusters Score -1.115462e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -11156705.000000 Penalty: 5810.944336
	Iteration 5Q: 3 clusters Score -1.11567e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -11160580.000000 Penalty: 5810.944336
	Iteration 6F: 3 clusters Score -1.116058e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -11167593.000000 Penalty: 5810.944336
	Iteration 7F: 3 clusters Score -1.116759e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -11177944.000000 Penalty: 5810.944336
	Iteration 8F: 3 clusters Score -1.117794e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -11188255.000000 Penalty: 5810.944336
	Iteration 9F: 3 clusters Score -1.118826e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -11194572.000000 Penalty: 5810.944336
	Iteration 10F: 3 clusters Score -1.119457e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11196997.000000 Penalty: 5810.944336
	Iteration 11Q: 3 clusters Score -1.1197e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11197760.000000 Penalty: 5810.944336
	Iteration 12Q: 3 clusters Score -1.119776e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11197961.000000 Penalty: 5810.944336
	Iteration 13Q: 3 clusters Score -1.119796e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11198056.000000 Penalty: 5810.944336
	Iteration 14Q: 3 clusters Score -1.119806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11198084.000000 Penalty: 5810.944336
	Iteration 15Q: 3 clusters Score -1.119808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11198113.000000 Penalty: 5810.944336
	Iteration 16Q: 3 clusters Score -1.119811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11198128.000000 Penalty: 5810.944336
	Iteration 17Q: 3 clusters Score -1.119813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11198132.000000 Penalty: 5810.944336
	Iteration 18Q: 3 clusters Score -1.119813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11198137.000000 Penalty: 5810.944336
	Iteration 19Q: 3 clusters Score -1.119814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11198142.000000 Penalty: 5810.944336
	Iteration 20F: 3 clusters Score -1.119814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11198141.000000 Penalty: 5810.944336
	Iteration 21Q: 3 clusters Score -1.119814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11198141.000000 Penalty: 5810.944336
	Iteration 22F: 3 clusters Score -1.119814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Entering Unmasked Estep 
Score: -1322785.250000 Penalty: 2391.584229
	Iteration 0F: 2 clusters Score -1322785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1311662.250000 Penalty: 4783.168457
	Iteration 0F: 3 clusters Score -1311662 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1315250.875000 Penalty: 4783.168457
	Iteration 1F: 3 clusters Score -1315251 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1315631.125000 Penalty: 4783.168457
	Iteration 2F: 3 clusters Score -1315631 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1315932.625000 Penalty: 4783.168457
	Iteration 3Q: 3 clusters Score -1315933 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1316215.250000 Penalty: 4783.168457
	Iteration 4Q: 3 clusters Score -1316215 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1316469.500000 Penalty: 4783.168457
	Iteration 5Q: 3 clusters Score -1316470 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1316763.125000 Penalty: 4783.168457
	Iteration 6Q: 3 clusters Score -1316763 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1317133.375000 Penalty: 4783.168457
	Iteration 7Q: 3 clusters Score -1317133 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1317565.875000 Penalty: 4783.168457
	Iteration 8Q: 3 clusters Score -1317566 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1318041.000000 Penalty: 4783.168457
	Iteration 9Q: 3 clusters Score -1318041 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1318568.375000 Penalty: 4783.168457
	Iteration 10Q: 3 clusters Score -1318568 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1319098.125000 Penalty: 4783.168457
	Iteration 11Q: 3 clusters Score -1319098 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1319687.875000 Penalty: 4783.168457
	Iteration 12Q: 3 clusters Score -1319688 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1320181.750000 Penalty: 4783.168457
	Iteration 13Q: 3 clusters Score -1320182 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1320563.125000 Penalty: 4783.168457
	Iteration 14Q: 3 clusters Score -1320563 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1320821.500000 Penalty: 4783.168457
	Iteration 15Q: 3 clusters Score -1320822 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1320977.750000 Penalty: 4783.168457
	Iteration 16Q: 3 clusters Score -1320978 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1321115.625000 Penalty: 4783.168457
	Iteration 17Q: 3 clusters Score -1321116 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1321201.750000 Penalty: 4783.168457
	Iteration 18Q: 3 clusters Score -1321202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1321275.750000 Penalty: 4783.168457
	Iteration 19Q: 3 clusters Score -1321276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1321336.500000 Penalty: 4783.168457
	Iteration 20F: 3 clusters Score -1321336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1321378.750000 Penalty: 4783.168457
	Iteration 21Q: 3 clusters Score -1321379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1321417.250000 Penalty: 4783.168457
	Iteration 22Q: 3 clusters Score -1321417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1321459.250000 Penalty: 4783.168457
	Iteration 23Q: 3 clusters Score -1321459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1321481.250000 Penalty: 4783.168457
	Iteration 24Q: 3 clusters Score -1321481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1321500.875000 Penalty: 4783.168457
	Iteration 25Q: 3 clusters Score -1321501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1321520.500000 Penalty: 4783.168457
	Iteration 26Q: 3 clusters Score -1321520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1321522.625000 Penalty: 4783.168457
	Iteration 27Q: 3 clusters Score -1321523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1321528.875000 Penalty: 4783.168457
	Iteration 28Q: 3 clusters Score -1321529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1321534.500000 Penalty: 4783.168457
	Iteration 29Q: 3 clusters Score -1321534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1321537.625000 Penalty: 4783.168457
	Iteration 30Q: 3 clusters Score -1321538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1321541.500000 Penalty: 4783.168457
	Iteration 31Q: 3 clusters Score -1321542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1321541.875000 Penalty: 4783.168457
	Iteration 32Q: 3 clusters Score -1321542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1321546.250000 Penalty: 4783.168457
	Iteration 33Q: 3 clusters Score -1321546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1321546.875000 Penalty: 4783.168457
	Iteration 34Q: 3 clusters Score -1321547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1321546.875000 Penalty: 4783.168457
	Iteration 35F: 3 clusters Score -1321547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -401976.906250 Penalty: 2096.337646
	Iteration 0F: 2 clusters Score -401976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -397695.031250 Penalty: 4192.675293
	Iteration 0F: 3 clusters Score -397695 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -398723.937500 Penalty: 4192.675293
	Iteration 1F: 3 clusters Score -398723.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -398912.281250 Penalty: 4192.675293
	Iteration 2F: 3 clusters Score -398912.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -399042.156250 Penalty: 4192.675293
	Iteration 3Q: 3 clusters Score -399042.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -399129.718750 Penalty: 4192.675293
	Iteration 4Q: 3 clusters Score -399129.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -399211.156250 Penalty: 4192.675293
	Iteration 5Q: 3 clusters Score -399211.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -399291.843750 Penalty: 4192.675293
	Iteration 6Q: 3 clusters Score -399291.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -399353.843750 Penalty: 4192.675293
	Iteration 7Q: 3 clusters Score -399353.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -399401.812500 Penalty: 4192.675293
	Iteration 8Q: 3 clusters Score -399401.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -399434.250000 Penalty: 4192.675293
	Iteration 9Q: 3 clusters Score -399434.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -399468.250000 Penalty: 4192.675293
	Iteration 10Q: 3 clusters Score -399468.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -399510.406250 Penalty: 4192.675293
	Iteration 11Q: 3 clusters Score -399510.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -399561.750000 Penalty: 4192.675293
	Iteration 12Q: 3 clusters Score -399561.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -399602.187500 Penalty: 4192.675293
	Iteration 13Q: 3 clusters Score -399602.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -399637.750000 Penalty: 4192.675293
	Iteration 14Q: 3 clusters Score -399637.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -399678.187500 Penalty: 4192.675293
	Iteration 15Q: 3 clusters Score -399678.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -399720.781250 Penalty: 4192.675293
	Iteration 16Q: 3 clusters Score -399720.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -399769.562500 Penalty: 4192.675293
	Iteration 17Q: 3 clusters Score -399769.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -399810.687500 Penalty: 4192.675293
	Iteration 18Q: 3 clusters Score -399810.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -399855.031250 Penalty: 4192.675293
	Iteration 19Q: 3 clusters Score -399855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -399905.156250 Penalty: 4192.675293
	Iteration 20F: 3 clusters Score -399905.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -399951.625000 Penalty: 4192.675293
	Iteration 21Q: 3 clusters Score -399951.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -400015.656250 Penalty: 4192.675293
	Iteration 22Q: 3 clusters Score -400015.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -400075.062500 Penalty: 4192.675293
	Iteration 23Q: 3 clusters Score -400075.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -400145.218750 Penalty: 4192.675293
	Iteration 24Q: 3 clusters Score -400145.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -400226.750000 Penalty: 4192.675293
	Iteration 25Q: 3 clusters Score -400226.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -400312.250000 Penalty: 4192.675293
	Iteration 26Q: 3 clusters Score -400312.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -400428.062500 Penalty: 4192.675293
	Iteration 27Q: 3 clusters Score -400428.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -400569.093750 Penalty: 4192.675293
	Iteration 28Q: 3 clusters Score -400569.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -400740.250000 Penalty: 4192.675293
	Iteration 29Q: 3 clusters Score -400740.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -400938.062500 Penalty: 4192.675293
	Iteration 30Q: 3 clusters Score -400938.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -401091.468750 Penalty: 4192.675293
	Iteration 31Q: 3 clusters Score -401091.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -401178.281250 Penalty: 4192.675293
	Iteration 32Q: 3 clusters Score -401178.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -401214.406250 Penalty: 4192.675293
	Iteration 33Q: 3 clusters Score -401214.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -401227.781250 Penalty: 4192.675293
	Iteration 34Q: 3 clusters Score -401227.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -401236.781250 Penalty: 4192.675293
	Iteration 35Q: 3 clusters Score -401236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -401246.281250 Penalty: 4192.675293
	Iteration 36Q: 3 clusters Score -401246.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -401250.875000 Penalty: 4192.675293
	Iteration 37Q: 3 clusters Score -401250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -401253.906250 Penalty: 4192.675293
	Iteration 38Q: 3 clusters Score -401253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -401254.312500 Penalty: 4192.675293
	Iteration 39Q: 3 clusters Score -401254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -401254.718750 Penalty: 4192.675293
	Iteration 40F: 3 clusters Score -401254.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Entering Unmasked Estep 
Score: -5484215.000000 Penalty: 2737.475342
	Iteration 0F: 2 clusters Score -5484215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -5442542.000000 Penalty: 5474.950684
	Iteration 0F: 3 clusters Score -5442542 nChanged 28844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5459121.500000 Penalty: 5474.950684
	Iteration 1F: 3 clusters Score -5459122 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5460179.000000 Penalty: 5474.950684
	Iteration 2Q: 3 clusters Score -5460179 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5461517.000000 Penalty: 5474.950684
	Iteration 3Q: 3 clusters Score -5461517 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -5463341.500000 Penalty: 5474.950684
	Iteration 4F: 3 clusters Score -5463342 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5465823.000000 Penalty: 5474.950684
	Iteration 5F: 3 clusters Score -5465823 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5469043.000000 Penalty: 5474.950684
	Iteration 6F: 3 clusters Score -5469043 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5472315.500000 Penalty: 5474.950684
	Iteration 7F: 3 clusters Score -5472316 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -5475036.500000 Penalty: 5474.950684
	Iteration 8F: 3 clusters Score -5475036 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5477054.500000 Penalty: 5474.950684
	Iteration 9Q: 3 clusters Score -5477054 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -5478312.500000 Penalty: 5474.950684
	Iteration 10Q: 3 clusters Score -5478312 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -5479112.500000 Penalty: 5474.950684
	Iteration 11Q: 3 clusters Score -5479112 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -5479777.500000 Penalty: 5474.950684
	Iteration 12Q: 3 clusters Score -5479778 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5480411.000000 Penalty: 5474.950684
	Iteration 13Q: 3 clusters Score -5480411 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -5481074.500000 Penalty: 5474.950684
	Iteration 14Q: 3 clusters Score -5481074 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -5481746.500000 Penalty: 5474.950684
	Iteration 15Q: 3 clusters Score -5481746 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -5482180.500000 Penalty: 5474.950684
	Iteration 16Q: 3 clusters Score -5482180 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -5482412.500000 Penalty: 5474.950684
	Iteration 17Q: 3 clusters Score -5482412 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -5482567.000000 Penalty: 5474.950684
	Iteration 18Q: 3 clusters Score -5482567 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -5482638.000000 Penalty: 5474.950684
	Iteration 19Q: 3 clusters Score -5482638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -5482680.000000 Penalty: 5474.950684
	Iteration 20F: 3 clusters Score -5482680 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -5482732.000000 Penalty: 5474.950684
	Iteration 21Q: 3 clusters Score -5482732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -5482760.000000 Penalty: 5474.950684
	Iteration 22Q: 3 clusters Score -5482760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -5482788.500000 Penalty: 5474.950684
	Iteration 23Q: 3 clusters Score -5482788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -5482818.500000 Penalty: 5474.950684
	Iteration 24Q: 3 clusters Score -5482818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -5482819.500000 Penalty: 5474.950684
	Iteration 25Q: 3 clusters Score -5482820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -5482831.000000 Penalty: 5474.950684
	Iteration 26Q: 3 clusters Score -5482831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -5482835.000000 Penalty: 5474.950684
	Iteration 27Q: 3 clusters Score -5482835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -5482844.000000 Penalty: 5474.950684
	Iteration 28Q: 3 clusters Score -5482844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -5482850.000000 Penalty: 5474.950684
	Iteration 29Q: 3 clusters Score -5482850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -5482856.500000 Penalty: 5474.950684
	Iteration 30Q: 3 clusters Score -5482856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -5482871.500000 Penalty: 5474.950684
	Iteration 31Q: 3 clusters Score -5482872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -5482876.000000 Penalty: 5474.950684
	Iteration 32Q: 3 clusters Score -5482876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -5482877.000000 Penalty: 5474.950684
	Iteration 33Q: 3 clusters Score -5482877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -5482875.000000 Penalty: 5474.950684
	Iteration 34Q: 3 clusters Score -5482875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -5482881.000000 Penalty: 5474.950684
	Iteration 35Q: 3 clusters Score -5482881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -5482883.000000 Penalty: 5474.950684
	Iteration 36Q: 3 clusters Score -5482883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -5482867.500000 Penalty: 5474.950684
	Iteration 37Q: 3 clusters Score -5482868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -5482890.000000 Penalty: 5474.950684
	Iteration 38Q: 3 clusters Score -5482890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -5482882.000000 Penalty: 5474.950684
	Iteration 39Q: 3 clusters Score -5482882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -5482892.500000 Penalty: 5474.950684
	Iteration 40F: 3 clusters Score -5482892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -5482902.500000 Penalty: 5474.950684
	Iteration 41Q: 3 clusters Score -5482902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -5482896.000000 Penalty: 5474.950684
	Iteration 42Q: 3 clusters Score -5482896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -5482898.500000 Penalty: 5474.950684
	Iteration 43Q: 3 clusters Score -5482898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -5482899.500000 Penalty: 5474.950684
	Iteration 44Q: 3 clusters Score -5482900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -5482898.500000 Penalty: 5474.950684
	Iteration 45Q: 3 clusters Score -5482898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -5482894.500000 Penalty: 5474.950684
	Iteration 46Q: 3 clusters Score -5482894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -5482902.000000 Penalty: 5474.950684
	Iteration 47Q: 3 clusters Score -5482902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -5482905.000000 Penalty: 5474.950684
	Iteration 48Q: 3 clusters Score -5482905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -5482894.000000 Penalty: 5474.950684
	Iteration 49Q: 3 clusters Score -5482894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -5482895.500000 Penalty: 5474.950684
	Iteration 50Q: 3 clusters Score -5482896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -5482896.500000 Penalty: 5474.950684
	Iteration 51Q: 3 clusters Score -5482896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -5482906.000000 Penalty: 5474.950684
	Iteration 52Q: 3 clusters Score -5482906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -5482910.000000 Penalty: 5474.950684
	Iteration 53Q: 3 clusters Score -5482910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -5482914.500000 Penalty: 5474.950684
	Iteration 54Q: 3 clusters Score -5482914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -5482917.500000 Penalty: 5474.950684
	Iteration 55Q: 3 clusters Score -5482918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -5482924.500000 Penalty: 5474.950684
	Iteration 56Q: 3 clusters Score -5482924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -5482924.000000 Penalty: 5474.950684
	Iteration 57Q: 3 clusters Score -5482924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -5482925.500000 Penalty: 5474.950684
	Iteration 58Q: 3 clusters Score -5482926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -5482922.500000 Penalty: 5474.950684
	Iteration 59Q: 3 clusters Score -5482922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -5482927.500000 Penalty: 5474.950684
	Iteration 60F: 3 clusters Score -5482928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -5482929.500000 Penalty: 5474.950684
	Iteration 61Q: 3 clusters Score -5482930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -5482932.000000 Penalty: 5474.950684
	Iteration 62Q: 3 clusters Score -5482932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -5482942.000000 Penalty: 5474.950684
	Iteration 63Q: 3 clusters Score -5482942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -5482941.000000 Penalty: 5474.950684
	Iteration 64Q: 3 clusters Score -5482941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -5482947.000000 Penalty: 5474.950684
	Iteration 65Q: 3 clusters Score -5482947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -5482948.000000 Penalty: 5474.950684
	Iteration 66Q: 3 clusters Score -5482948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -5482959.500000 Penalty: 5474.950684
	Iteration 67Q: 3 clusters Score -5482960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -5482966.500000 Penalty: 5474.950684
	Iteration 68Q: 3 clusters Score -5482966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -5482964.000000 Penalty: 5474.950684
	Iteration 69Q: 3 clusters Score -5482964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -5482970.500000 Penalty: 5474.950684
	Iteration 70Q: 3 clusters Score -5482970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -5482976.500000 Penalty: 5474.950684
	Iteration 71Q: 3 clusters Score -5482976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -5482968.000000 Penalty: 5474.950684
	Iteration 72Q: 3 clusters Score -5482968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -5482967.500000 Penalty: 5474.950684
	Iteration 73Q: 3 clusters Score -5482968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -5482964.000000 Penalty: 5474.950684
	Iteration 74Q: 3 clusters Score -5482964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -5482966.500000 Penalty: 5474.950684
	Iteration 75Q: 3 clusters Score -5482966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -5482968.500000 Penalty: 5474.950684
	Iteration 76Q: 3 clusters Score -5482968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -5482974.000000 Penalty: 5474.950684
	Iteration 77Q: 3 clusters Score -5482974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -5482968.000000 Penalty: 5474.950684
	Iteration 78Q: 3 clusters Score -5482968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -5482976.500000 Penalty: 5474.950684
	Iteration 79Q: 3 clusters Score -5482976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -5482979.000000 Penalty: 5474.950684
	Iteration 80F: 3 clusters Score -5482979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -5482971.000000 Penalty: 5474.950684
	Iteration 81Q: 3 clusters Score -5482971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -5482974.500000 Penalty: 5474.950684
	Iteration 82Q: 3 clusters Score -5482974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -5482976.000000 Penalty: 5474.950684
	Iteration 83Q: 3 clusters Score -5482976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -5482975.000000 Penalty: 5474.950684
	Iteration 84Q: 3 clusters Score -5482975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -5482975.000000 Penalty: 5474.950684
	Iteration 85F: 3 clusters Score -5482975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -294163.062500 Penalty: 2064.735840
	Iteration 0F: 2 clusters Score -294163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -290191.093750 Penalty: 4129.471680
	Iteration 0F: 3 clusters Score -290191.1 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -291201.812500 Penalty: 4129.471680
	Iteration 1F: 3 clusters Score -291201.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -291539.656250 Penalty: 4129.471680
	Iteration 2F: 3 clusters Score -291539.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -291809.531250 Penalty: 4129.471680
	Iteration 3F: 3 clusters Score -291809.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -292051.437500 Penalty: 4129.471680
	Iteration 4F: 3 clusters Score -292051.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -292244.781250 Penalty: 4129.471680
	Iteration 5Q: 3 clusters Score -292244.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -292441.687500 Penalty: 4129.471680
	Iteration 6Q: 3 clusters Score -292441.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -292637.406250 Penalty: 4129.471680
	Iteration 7Q: 3 clusters Score -292637.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -292792.906250 Penalty: 4129.471680
	Iteration 8Q: 3 clusters Score -292792.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -292880.906250 Penalty: 4129.471680
	Iteration 9Q: 3 clusters Score -292880.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -292929.593750 Penalty: 4129.471680
	Iteration 10Q: 3 clusters Score -292929.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -292972.218750 Penalty: 4129.471680
	Iteration 11Q: 3 clusters Score -292972.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -293016.125000 Penalty: 4129.471680
	Iteration 12Q: 3 clusters Score -293016.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -293047.468750 Penalty: 4129.471680
	Iteration 13Q: 3 clusters Score -293047.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -293075.750000 Penalty: 4129.471680
	Iteration 14Q: 3 clusters Score -293075.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -293102.187500 Penalty: 4129.471680
	Iteration 15Q: 3 clusters Score -293102.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -293118.468750 Penalty: 4129.471680
	Iteration 16Q: 3 clusters Score -293118.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -293137.906250 Penalty: 4129.471680
	Iteration 17Q: 3 clusters Score -293137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -293154.875000 Penalty: 4129.471680
	Iteration 18Q: 3 clusters Score -293154.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -293173.750000 Penalty: 4129.471680
	Iteration 19Q: 3 clusters Score -293173.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -293188.531250 Penalty: 4129.471680
	Iteration 20F: 3 clusters Score -293188.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -293198.781250 Penalty: 4129.471680
	Iteration 21Q: 3 clusters Score -293198.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -293206.406250 Penalty: 4129.471680
	Iteration 22Q: 3 clusters Score -293206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -293211.812500 Penalty: 4129.471680
	Iteration 23Q: 3 clusters Score -293211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -293216.218750 Penalty: 4129.471680
	Iteration 24Q: 3 clusters Score -293216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -293217.781250 Penalty: 4129.471680
	Iteration 25Q: 3 clusters Score -293217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -293219.281250 Penalty: 4129.471680
	Iteration 26Q: 3 clusters Score -293219.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -293224.000000 Penalty: 4129.471680
	Iteration 27Q: 3 clusters Score -293224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -293227.687500 Penalty: 4129.471680
	Iteration 28Q: 3 clusters Score -293227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -293239.218750 Penalty: 4129.471680
	Iteration 29Q: 3 clusters Score -293239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -293242.937500 Penalty: 4129.471680
	Iteration 30Q: 3 clusters Score -293242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -293245.250000 Penalty: 4129.471680
	Iteration 31Q: 3 clusters Score -293245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -293248.468750 Penalty: 4129.471680
	Iteration 32Q: 3 clusters Score -293248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -293252.218750 Penalty: 4129.471680
	Iteration 33Q: 3 clusters Score -293252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -293255.375000 Penalty: 4129.471680
	Iteration 34Q: 3 clusters Score -293255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -293256.250000 Penalty: 4129.471680
	Iteration 35Q: 3 clusters Score -293256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -293257.750000 Penalty: 4129.471680
	Iteration 36Q: 3 clusters Score -293257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -293259.000000 Penalty: 4129.471680
	Iteration 37Q: 3 clusters Score -293259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -293261.312500 Penalty: 4129.471680
	Iteration 38Q: 3 clusters Score -293261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -293263.000000 Penalty: 4129.471680
	Iteration 39Q: 3 clusters Score -293263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -293262.968750 Penalty: 4129.471680
	Iteration 40F: 3 clusters Score -293263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -293263.625000 Penalty: 4129.471680
	Iteration 41Q: 3 clusters Score -293263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -293264.875000 Penalty: 4129.471680
	Iteration 42Q: 3 clusters Score -293264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -293264.718750 Penalty: 4129.471680
	Iteration 43Q: 3 clusters Score -293264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -293265.281250 Penalty: 4129.471680
	Iteration 44Q: 3 clusters Score -293265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -293266.031250 Penalty: 4129.471680
	Iteration 45Q: 3 clusters Score -293266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -293267.968750 Penalty: 4129.471680
	Iteration 46Q: 3 clusters Score -293268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -293269.781250 Penalty: 4129.471680
	Iteration 47Q: 3 clusters Score -293269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -293269.843750 Penalty: 4129.471680
	Iteration 48Q: 3 clusters Score -293269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -293269.843750 Penalty: 4129.471680
	Iteration 49F: 3 clusters Score -293269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Entering Unmasked Estep 
Score: -2682581.000000 Penalty: 2563.396484
	Iteration 0F: 2 clusters Score -2682581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2661527.500000 Penalty: 5126.792969
	Iteration 0F: 3 clusters Score -2661528 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2669132.500000 Penalty: 5126.792969
	Iteration 1F: 3 clusters Score -2669132 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2669458.250000 Penalty: 5126.792969
	Iteration 2Q: 3 clusters Score -2669458 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2669735.750000 Penalty: 5126.792969
	Iteration 3Q: 3 clusters Score -2669736 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2670010.750000 Penalty: 5126.792969
	Iteration 4Q: 3 clusters Score -2670011 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2670322.750000 Penalty: 5126.792969
	Iteration 5Q: 3 clusters Score -2670323 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2670631.750000 Penalty: 5126.792969
	Iteration 6Q: 3 clusters Score -2670632 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2671005.750000 Penalty: 5126.792969
	Iteration 7Q: 3 clusters Score -2671006 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2671499.250000 Penalty: 5126.792969
	Iteration 8Q: 3 clusters Score -2671499 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2672230.750000 Penalty: 5126.792969
	Iteration 9Q: 3 clusters Score -2672231 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2673284.750000 Penalty: 5126.792969
	Iteration 10F: 3 clusters Score -2673285 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2674759.750000 Penalty: 5126.792969
	Iteration 11F: 3 clusters Score -2674760 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2676320.750000 Penalty: 5126.792969
	Iteration 12F: 3 clusters Score -2676321 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2677518.000000 Penalty: 5126.792969
	Iteration 13Q: 3 clusters Score -2677518 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2678325.000000 Penalty: 5126.792969
	Iteration 14Q: 3 clusters Score -2678325 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2678829.500000 Penalty: 5126.792969
	Iteration 15Q: 3 clusters Score -2678830 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2679181.000000 Penalty: 5126.792969
	Iteration 16Q: 3 clusters Score -2679181 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2679460.250000 Penalty: 5126.792969
	Iteration 17Q: 3 clusters Score -2679460 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2679662.500000 Penalty: 5126.792969
	Iteration 18Q: 3 clusters Score -2679662 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2679823.750000 Penalty: 5126.792969
	Iteration 19Q: 3 clusters Score -2679824 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2679935.000000 Penalty: 5126.792969
	Iteration 20F: 3 clusters Score -2679935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2680027.250000 Penalty: 5126.792969
	Iteration 21Q: 3 clusters Score -2680027 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2680097.250000 Penalty: 5126.792969
	Iteration 22Q: 3 clusters Score -2680097 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2680165.750000 Penalty: 5126.792969
	Iteration 23Q: 3 clusters Score -2680166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2680232.250000 Penalty: 5126.792969
	Iteration 24Q: 3 clusters Score -2680232 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2680287.500000 Penalty: 5126.792969
	Iteration 25Q: 3 clusters Score -2680288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2680353.250000 Penalty: 5126.792969
	Iteration 26Q: 3 clusters Score -2680353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2680389.000000 Penalty: 5126.792969
	Iteration 27Q: 3 clusters Score -2680389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2680420.250000 Penalty: 5126.792969
	Iteration 28Q: 3 clusters Score -2680420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2680447.000000 Penalty: 5126.792969
	Iteration 29Q: 3 clusters Score -2680447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2680468.000000 Penalty: 5126.792969
	Iteration 30Q: 3 clusters Score -2680468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2680490.750000 Penalty: 5126.792969
	Iteration 31Q: 3 clusters Score -2680491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2680500.750000 Penalty: 5126.792969
	Iteration 32Q: 3 clusters Score -2680501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2680516.500000 Penalty: 5126.792969
	Iteration 33Q: 3 clusters Score -2680516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2680527.750000 Penalty: 5126.792969
	Iteration 34Q: 3 clusters Score -2680528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2680527.500000 Penalty: 5126.792969
	Iteration 35Q: 3 clusters Score -2680528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2680532.250000 Penalty: 5126.792969
	Iteration 36Q: 3 clusters Score -2680532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2680542.000000 Penalty: 5126.792969
	Iteration 37Q: 3 clusters Score -2680542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2680543.250000 Penalty: 5126.792969
	Iteration 38Q: 3 clusters Score -2680543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2680546.000000 Penalty: 5126.792969
	Iteration 39Q: 3 clusters Score -2680546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2680551.750000 Penalty: 5126.792969
	Iteration 40F: 3 clusters Score -2680552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2680548.750000 Penalty: 5126.792969
	Iteration 41Q: 3 clusters Score -2680549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2680553.250000 Penalty: 5126.792969
	Iteration 42Q: 3 clusters Score -2680553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2680556.000000 Penalty: 5126.792969
	Iteration 43Q: 3 clusters Score -2680556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2680552.000000 Penalty: 5126.792969
	Iteration 44Q: 3 clusters Score -2680552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2680555.750000 Penalty: 5126.792969
	Iteration 45Q: 3 clusters Score -2680556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2680555.250000 Penalty: 5126.792969
	Iteration 46Q: 3 clusters Score -2680555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2680556.500000 Penalty: 5126.792969
	Iteration 47Q: 3 clusters Score -2680556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2680556.500000 Penalty: 5126.792969
	Iteration 48Q: 3 clusters Score -2680556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2680555.750000 Penalty: 5126.792969
	Iteration 49Q: 3 clusters Score -2680556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2680555.750000 Penalty: 5126.792969
	Iteration 50F: 3 clusters Score -2680556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Entering Unmasked Estep 
Score: -1468442.000000 Penalty: 2405.651611
	Iteration 0F: 2 clusters Score -1468442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1456753.250000 Penalty: 4811.303223
	Iteration 0F: 3 clusters Score -1456753 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1460513.000000 Penalty: 4811.303223
	Iteration 1F: 3 clusters Score -1460513 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1460945.375000 Penalty: 4811.303223
	Iteration 2F: 3 clusters Score -1460945 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1461389.375000 Penalty: 4811.303223
	Iteration 3F: 3 clusters Score -1461389 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1461830.875000 Penalty: 4811.303223
	Iteration 4Q: 3 clusters Score -1461831 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1462233.625000 Penalty: 4811.303223
	Iteration 5Q: 3 clusters Score -1462234 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1462595.250000 Penalty: 4811.303223
	Iteration 6Q: 3 clusters Score -1462595 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1462955.625000 Penalty: 4811.303223
	Iteration 7Q: 3 clusters Score -1462956 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1463315.875000 Penalty: 4811.303223
	Iteration 8Q: 3 clusters Score -1463316 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1463667.125000 Penalty: 4811.303223
	Iteration 9Q: 3 clusters Score -1463667 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1464012.125000 Penalty: 4811.303223
	Iteration 10Q: 3 clusters Score -1464012 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1464328.500000 Penalty: 4811.303223
	Iteration 11Q: 3 clusters Score -1464328 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1464582.875000 Penalty: 4811.303223
	Iteration 12Q: 3 clusters Score -1464583 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1464762.625000 Penalty: 4811.303223
	Iteration 13Q: 3 clusters Score -1464763 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1464893.375000 Penalty: 4811.303223
	Iteration 14Q: 3 clusters Score -1464893 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1464991.125000 Penalty: 4811.303223
	Iteration 15Q: 3 clusters Score -1464991 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1465048.875000 Penalty: 4811.303223
	Iteration 16Q: 3 clusters Score -1465049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1465102.250000 Penalty: 4811.303223
	Iteration 17Q: 3 clusters Score -1465102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1465135.375000 Penalty: 4811.303223
	Iteration 18Q: 3 clusters Score -1465135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1465168.250000 Penalty: 4811.303223
	Iteration 19Q: 3 clusters Score -1465168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1465196.250000 Penalty: 4811.303223
	Iteration 20F: 3 clusters Score -1465196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1465214.625000 Penalty: 4811.303223
	Iteration 21Q: 3 clusters Score -1465215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1465226.625000 Penalty: 4811.303223
	Iteration 22Q: 3 clusters Score -1465227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1465243.500000 Penalty: 4811.303223
	Iteration 23Q: 3 clusters Score -1465244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1465259.125000 Penalty: 4811.303223
	Iteration 24Q: 3 clusters Score -1465259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1465267.625000 Penalty: 4811.303223
	Iteration 25Q: 3 clusters Score -1465268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1465276.375000 Penalty: 4811.303223
	Iteration 26Q: 3 clusters Score -1465276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1465285.500000 Penalty: 4811.303223
	Iteration 27Q: 3 clusters Score -1465286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1465299.500000 Penalty: 4811.303223
	Iteration 28Q: 3 clusters Score -1465300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1465303.000000 Penalty: 4811.303223
	Iteration 29Q: 3 clusters Score -1465303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1465313.250000 Penalty: 4811.303223
	Iteration 30Q: 3 clusters Score -1465313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1465333.500000 Penalty: 4811.303223
	Iteration 31Q: 3 clusters Score -1465334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1465337.750000 Penalty: 4811.303223
	Iteration 32Q: 3 clusters Score -1465338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1465338.375000 Penalty: 4811.303223
	Iteration 33Q: 3 clusters Score -1465338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1465349.625000 Penalty: 4811.303223
	Iteration 34Q: 3 clusters Score -1465350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1465357.750000 Penalty: 4811.303223
	Iteration 35Q: 3 clusters Score -1465358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1465368.375000 Penalty: 4811.303223
	Iteration 36Q: 3 clusters Score -1465368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1465372.625000 Penalty: 4811.303223
	Iteration 37Q: 3 clusters Score -1465373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1465383.000000 Penalty: 4811.303223
	Iteration 38Q: 3 clusters Score -1465383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1465391.125000 Penalty: 4811.303223
	Iteration 39Q: 3 clusters Score -1465391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1465404.750000 Penalty: 4811.303223
	Iteration 40F: 3 clusters Score -1465405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1465418.500000 Penalty: 4811.303223
	Iteration 41Q: 3 clusters Score -1465418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1465426.250000 Penalty: 4811.303223
	Iteration 42Q: 3 clusters Score -1465426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1465435.875000 Penalty: 4811.303223
	Iteration 43Q: 3 clusters Score -1465436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1465453.500000 Penalty: 4811.303223
	Iteration 44Q: 3 clusters Score -1465454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1465465.750000 Penalty: 4811.303223
	Iteration 45Q: 3 clusters Score -1465466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1465472.000000 Penalty: 4811.303223
	Iteration 46Q: 3 clusters Score -1465472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1465480.750000 Penalty: 4811.303223
	Iteration 47Q: 3 clusters Score -1465481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1465488.875000 Penalty: 4811.303223
	Iteration 48Q: 3 clusters Score -1465489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1465499.625000 Penalty: 4811.303223
	Iteration 49Q: 3 clusters Score -1465500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1465511.125000 Penalty: 4811.303223
	Iteration 50Q: 3 clusters Score -1465511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1465520.500000 Penalty: 4811.303223
	Iteration 51Q: 3 clusters Score -1465520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1465533.250000 Penalty: 4811.303223
	Iteration 52Q: 3 clusters Score -1465533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1465544.500000 Penalty: 4811.303223
	Iteration 53Q: 3 clusters Score -1465544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1465551.125000 Penalty: 4811.303223
	Iteration 54Q: 3 clusters Score -1465551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1465555.500000 Penalty: 4811.303223
	Iteration 55Q: 3 clusters Score -1465556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1465566.500000 Penalty: 4811.303223
	Iteration 56Q: 3 clusters Score -1465566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1465576.125000 Penalty: 4811.303223
	Iteration 57Q: 3 clusters Score -1465576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1465586.000000 Penalty: 4811.303223
	Iteration 58Q: 3 clusters Score -1465586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1465600.125000 Penalty: 4811.303223
	Iteration 59Q: 3 clusters Score -1465600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1465606.375000 Penalty: 4811.303223
	Iteration 60F: 3 clusters Score -1465606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1465616.625000 Penalty: 4811.303223
	Iteration 61Q: 3 clusters Score -1465617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1465627.125000 Penalty: 4811.303223
	Iteration 62Q: 3 clusters Score -1465627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1465636.750000 Penalty: 4811.303223
	Iteration 63Q: 3 clusters Score -1465637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1465656.125000 Penalty: 4811.303223
	Iteration 64Q: 3 clusters Score -1465656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1465665.500000 Penalty: 4811.303223
	Iteration 65Q: 3 clusters Score -1465666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1465682.125000 Penalty: 4811.303223
	Iteration 66Q: 3 clusters Score -1465682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1465700.250000 Penalty: 4811.303223
	Iteration 67Q: 3 clusters Score -1465700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1465709.375000 Penalty: 4811.303223
	Iteration 68Q: 3 clusters Score -1465709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1465718.250000 Penalty: 4811.303223
	Iteration 69Q: 3 clusters Score -1465718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1465724.125000 Penalty: 4811.303223
	Iteration 70Q: 3 clusters Score -1465724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1465735.500000 Penalty: 4811.303223
	Iteration 71Q: 3 clusters Score -1465736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1465741.375000 Penalty: 4811.303223
	Iteration 72Q: 3 clusters Score -1465741 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1465755.500000 Penalty: 4811.303223
	Iteration 73Q: 3 clusters Score -1465756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1465766.750000 Penalty: 4811.303223
	Iteration 74Q: 3 clusters Score -1465767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1465779.250000 Penalty: 4811.303223
	Iteration 75Q: 3 clusters Score -1465779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1465808.125000 Penalty: 4811.303223
	Iteration 76Q: 3 clusters Score -1465808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1465823.750000 Penalty: 4811.303223
	Iteration 77Q: 3 clusters Score -1465824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1465849.625000 Penalty: 4811.303223
	Iteration 78Q: 3 clusters Score -1465850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1465863.000000 Penalty: 4811.303223
	Iteration 79Q: 3 clusters Score -1465863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1465876.750000 Penalty: 4811.303223
	Iteration 80F: 3 clusters Score -1465877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1465890.625000 Penalty: 4811.303223
	Iteration 81Q: 3 clusters Score -1465891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1465906.875000 Penalty: 4811.303223
	Iteration 82Q: 3 clusters Score -1465907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1465920.375000 Penalty: 4811.303223
	Iteration 83Q: 3 clusters Score -1465920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1465930.375000 Penalty: 4811.303223
	Iteration 84Q: 3 clusters Score -1465930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1465944.000000 Penalty: 4811.303223
	Iteration 85Q: 3 clusters Score -1465944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1465949.875000 Penalty: 4811.303223
	Iteration 86Q: 3 clusters Score -1465950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1465953.875000 Penalty: 4811.303223
	Iteration 87Q: 3 clusters Score -1465954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1465965.500000 Penalty: 4811.303223
	Iteration 88Q: 3 clusters Score -1465966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1465975.375000 Penalty: 4811.303223
	Iteration 89Q: 3 clusters Score -1465975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1465992.125000 Penalty: 4811.303223
	Iteration 90Q: 3 clusters Score -1465992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1466000.125000 Penalty: 4811.303223
	Iteration 91Q: 3 clusters Score -1466000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1466012.125000 Penalty: 4811.303223
	Iteration 92Q: 3 clusters Score -1466012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1466022.000000 Penalty: 4811.303223
	Iteration 93Q: 3 clusters Score -1466022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1466027.000000 Penalty: 4811.303223
	Iteration 94Q: 3 clusters Score -1466027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1466031.625000 Penalty: 4811.303223
	Iteration 95Q: 3 clusters Score -1466032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1466033.000000 Penalty: 4811.303223
	Iteration 96Q: 3 clusters Score -1466033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1466042.625000 Penalty: 4811.303223
	Iteration 97Q: 3 clusters Score -1466043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1466054.250000 Penalty: 4811.303223
	Iteration 98Q: 3 clusters Score -1466054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1466063.875000 Penalty: 4811.303223
	Iteration 99Q: 3 clusters Score -1466064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1466076.125000 Penalty: 4811.303223
	Iteration 100F: 3 clusters Score -1466076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1466088.000000 Penalty: 4811.303223
	Iteration 101Q: 3 clusters Score -1466088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1466095.750000 Penalty: 4811.303223
	Iteration 102Q: 3 clusters Score -1466096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1466103.750000 Penalty: 4811.303223
	Iteration 103Q: 3 clusters Score -1466104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1466113.375000 Penalty: 4811.303223
	Iteration 104Q: 3 clusters Score -1466113 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1466129.875000 Penalty: 4811.303223
	Iteration 105Q: 3 clusters Score -1466130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1466144.125000 Penalty: 4811.303223
	Iteration 106Q: 3 clusters Score -1466144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1466162.875000 Penalty: 4811.303223
	Iteration 107Q: 3 clusters Score -1466163 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1466187.000000 Penalty: 4811.303223
	Iteration 108Q: 3 clusters Score -1466187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1466194.625000 Penalty: 4811.303223
	Iteration 109Q: 3 clusters Score -1466195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1466205.500000 Penalty: 4811.303223
	Iteration 110Q: 3 clusters Score -1466206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1466218.125000 Penalty: 4811.303223
	Iteration 111Q: 3 clusters Score -1466218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1466223.875000 Penalty: 4811.303223
	Iteration 112Q: 3 clusters Score -1466224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1466235.875000 Penalty: 4811.303223
	Iteration 113Q: 3 clusters Score -1466236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1466239.625000 Penalty: 4811.303223
	Iteration 114Q: 3 clusters Score -1466240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1466250.875000 Penalty: 4811.303223
	Iteration 115Q: 3 clusters Score -1466251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1466251.875000 Penalty: 4811.303223
	Iteration 116Q: 3 clusters Score -1466252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1466260.625000 Penalty: 4811.303223
	Iteration 117Q: 3 clusters Score -1466261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1466265.875000 Penalty: 4811.303223
	Iteration 118Q: 3 clusters Score -1466266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1466270.125000 Penalty: 4811.303223
	Iteration 119Q: 3 clusters Score -1466270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1466270.625000 Penalty: 4811.303223
	Iteration 120F: 3 clusters Score -1466271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1466269.000000 Penalty: 4811.303223
	Iteration 121Q: 3 clusters Score -1466269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1466269.625000 Penalty: 4811.303223
	Iteration 122Q: 3 clusters Score -1466270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1466275.125000 Penalty: 4811.303223
	Iteration 123Q: 3 clusters Score -1466275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1466276.000000 Penalty: 4811.303223
	Iteration 124Q: 3 clusters Score -1466276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1466280.375000 Penalty: 4811.303223
	Iteration 125Q: 3 clusters Score -1466280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1466285.375000 Penalty: 4811.303223
	Iteration 126Q: 3 clusters Score -1466285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1466291.375000 Penalty: 4811.303223
	Iteration 127Q: 3 clusters Score -1466291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1466291.375000 Penalty: 4811.303223
	Iteration 128Q: 3 clusters Score -1466291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1466295.000000 Penalty: 4811.303223
	Iteration 129Q: 3 clusters Score -1466295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1466299.250000 Penalty: 4811.303223
	Iteration 130Q: 3 clusters Score -1466299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1466303.500000 Penalty: 4811.303223
	Iteration 131Q: 3 clusters Score -1466304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1466312.375000 Penalty: 4811.303223
	Iteration 132Q: 3 clusters Score -1466312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1466307.750000 Penalty: 4811.303223
	Iteration 133Q: 3 clusters Score -1466308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1466312.500000 Penalty: 4811.303223
	Iteration 134Q: 3 clusters Score -1466312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1466315.125000 Penalty: 4811.303223
	Iteration 135Q: 3 clusters Score -1466315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1466315.000000 Penalty: 4811.303223
	Iteration 136Q: 3 clusters Score -1466315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1466315.250000 Penalty: 4811.303223
	Iteration 137Q: 3 clusters Score -1466315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1466318.125000 Penalty: 4811.303223
	Iteration 138Q: 3 clusters Score -1466318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1466319.250000 Penalty: 4811.303223
	Iteration 139Q: 3 clusters Score -1466319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1466317.125000 Penalty: 4811.303223
	Iteration 140F: 3 clusters Score -1466317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1466319.250000 Penalty: 4811.303223
	Iteration 141Q: 3 clusters Score -1466319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1466318.375000 Penalty: 4811.303223
	Iteration 142Q: 3 clusters Score -1466318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1466318.125000 Penalty: 4811.303223
	Iteration 143Q: 3 clusters Score -1466318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1466318.125000 Penalty: 4811.303223
	Iteration 144F: 3 clusters Score -1466318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Entering Unmasked Estep 
Score: -2257689.500000 Penalty: 2520.606201
	Iteration 0F: 2 clusters Score -2257690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2239650.250000 Penalty: 5041.212402
	Iteration 0F: 3 clusters Score -2239650 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2246007.500000 Penalty: 5041.212402
	Iteration 1F: 3 clusters Score -2246008 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2246553.750000 Penalty: 5041.212402
	Iteration 2F: 3 clusters Score -2246554 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2247264.250000 Penalty: 5041.212402
	Iteration 3F: 3 clusters Score -2247264 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2248213.250000 Penalty: 5041.212402
	Iteration 4F: 3 clusters Score -2248213 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2249510.750000 Penalty: 5041.212402
	Iteration 5F: 3 clusters Score -2249511 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2251145.750000 Penalty: 5041.212402
	Iteration 6F: 3 clusters Score -2251146 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2252779.750000 Penalty: 5041.212402
	Iteration 7F: 3 clusters Score -2252780 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2253913.750000 Penalty: 5041.212402
	Iteration 8Q: 3 clusters Score -2253914 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -2254614.500000 Penalty: 5041.212402
	Iteration 9Q: 3 clusters Score -2254614 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2254966.500000 Penalty: 5041.212402
	Iteration 10Q: 3 clusters Score -2254966 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -2255156.250000 Penalty: 5041.212402
	Iteration 11Q: 3 clusters Score -2255156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2255281.000000 Penalty: 5041.212402
	Iteration 12Q: 3 clusters Score -2255281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2255341.750000 Penalty: 5041.212402
	Iteration 13Q: 3 clusters Score -2255342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2255382.750000 Penalty: 5041.212402
	Iteration 14Q: 3 clusters Score -2255383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2255407.000000 Penalty: 5041.212402
	Iteration 15Q: 3 clusters Score -2255407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2255431.000000 Penalty: 5041.212402
	Iteration 16Q: 3 clusters Score -2255431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2255445.250000 Penalty: 5041.212402
	Iteration 17Q: 3 clusters Score -2255445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -2255462.500000 Penalty: 5041.212402
	Iteration 18Q: 3 clusters Score -2255462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2255480.250000 Penalty: 5041.212402
	Iteration 19Q: 3 clusters Score -2255480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2255492.500000 Penalty: 5041.212402
	Iteration 20F: 3 clusters Score -2255492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2255506.500000 Penalty: 5041.212402
	Iteration 21Q: 3 clusters Score -2255506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2255526.750000 Penalty: 5041.212402
	Iteration 22Q: 3 clusters Score -2255527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2255537.500000 Penalty: 5041.212402
	Iteration 23Q: 3 clusters Score -2255538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -2255549.000000 Penalty: 5041.212402
	Iteration 24Q: 3 clusters Score -2255549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2255547.500000 Penalty: 5041.212402
	Iteration 25Q: 3 clusters Score -2255548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2255547.500000 Penalty: 5041.212402
	Iteration 26F: 3 clusters Score -2255548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22335.613281 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22335.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21090.113281 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21090.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21188.548828 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21188.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21231.216797 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21231.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21242.833984 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21242.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21251.085938 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21251.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21251.085938 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -21251.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -251954.218750 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -251954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -248674.796875 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -248674.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -249407.109375 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -249407.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -249613.453125 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -249613.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -249741.328125 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -249741.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -249848.125000 Penalty: 3994.097168
	Iteration 4Q: 3 clusters Score -249848.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -249949.468750 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -249949.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -250038.093750 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -250038.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -250140.765625 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -250140.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -250237.890625 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -250237.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -250332.187500 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -250332.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -250443.625000 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -250443.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -250555.156250 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -250555.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -250642.062500 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -250642.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -250699.187500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -250699.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -250742.203125 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -250742.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -250793.343750 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -250793.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -250836.140625 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -250836.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -250863.656250 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -250863.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -250883.812500 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -250883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -250892.687500 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -250892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -250897.343750 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -250897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -250900.890625 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -250900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -250901.171875 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -250901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -250904.687500 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -250904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -250908.296875 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -250908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -250910.562500 Penalty: 3994.097168
	Iteration 25Q: 3 clusters Score -250910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -250914.468750 Penalty: 3994.097168
	Iteration 26Q: 3 clusters Score -250914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -250918.359375 Penalty: 3994.097168
	Iteration 27Q: 3 clusters Score -250918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -250920.656250 Penalty: 3994.097168
	Iteration 28Q: 3 clusters Score -250920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -250921.375000 Penalty: 3994.097168
	Iteration 29Q: 3 clusters Score -250921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -250921.375000 Penalty: 3994.097168
	Iteration 30F: 3 clusters Score -250921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (205221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205221 members 
Entering Unmasked Estep 
Score: -18292784.000000 Penalty: 3033.497070
	Iteration 0F: 2 clusters Score -1.829278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -18155034.000000 Penalty: 6066.994141
	Iteration 0F: 3 clusters Score -1.815503e+07 nChanged 98741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -18213070.000000 Penalty: 6066.994141
	Iteration 1F: 3 clusters Score -1.821307e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -18214132.000000 Penalty: 6066.994141
	Iteration 2Q: 3 clusters Score -1.821413e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -18214978.000000 Penalty: 6066.994141
	Iteration 3Q: 3 clusters Score -1.821498e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -18215832.000000 Penalty: 6066.994141
	Iteration 4Q: 3 clusters Score -1.821583e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -18217154.000000 Penalty: 6066.994141
	Iteration 5Q: 3 clusters Score -1.821715e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -18219164.000000 Penalty: 6066.994141
	Iteration 6Q: 3 clusters Score -1.821916e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -18221498.000000 Penalty: 6066.994141
	Iteration 7Q: 3 clusters Score -1.82215e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -18224990.000000 Penalty: 6066.994141
	Iteration 8Q: 3 clusters Score -1.822499e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -18230544.000000 Penalty: 6066.994141
	Iteration 9Q: 3 clusters Score -1.823054e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116568 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -18238602.000000 Penalty: 6066.994141
	Iteration 10F: 3 clusters Score -1.82386e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -18246962.000000 Penalty: 6066.994141
	Iteration 11F: 3 clusters Score -1.824696e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -18252164.000000 Penalty: 6066.994141
	Iteration 12F: 3 clusters Score -1.825216e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124217 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -18253962.000000 Penalty: 6066.994141
	Iteration 13Q: 3 clusters Score -1.825396e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -18254640.000000 Penalty: 6066.994141
	Iteration 14Q: 3 clusters Score -1.825464e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -18255120.000000 Penalty: 6066.994141
	Iteration 15Q: 3 clusters Score -1.825512e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130638 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -18255514.000000 Penalty: 6066.994141
	Iteration 16Q: 3 clusters Score -1.825551e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133146 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -18256078.000000 Penalty: 6066.994141
	Iteration 17Q: 3 clusters Score -1.825608e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135957 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -18256574.000000 Penalty: 6066.994141
	Iteration 18Q: 3 clusters Score -1.825657e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139054 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -18257268.000000 Penalty: 6066.994141
	Iteration 19Q: 3 clusters Score -1.825727e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142418 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -18258434.000000 Penalty: 6066.994141
	Iteration 20F: 3 clusters Score -1.825843e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -18259538.000000 Penalty: 6066.994141
	Iteration 21Q: 3 clusters Score -1.825954e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -18260870.000000 Penalty: 6066.994141
	Iteration 22Q: 3 clusters Score -1.826087e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154061 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -18262198.000000 Penalty: 6066.994141
	Iteration 23Q: 3 clusters Score -1.82622e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -18263716.000000 Penalty: 6066.994141
	Iteration 24Q: 3 clusters Score -1.826372e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162613 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -18265422.000000 Penalty: 6066.994141
	Iteration 25Q: 3 clusters Score -1.826542e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -18267410.000000 Penalty: 6066.994141
	Iteration 26Q: 3 clusters Score -1.826741e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171538 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -18269646.000000 Penalty: 6066.994141
	Iteration 27Q: 3 clusters Score -1.826965e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176065 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -18271928.000000 Penalty: 6066.994141
	Iteration 28Q: 3 clusters Score -1.827193e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180469 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -18274150.000000 Penalty: 6066.994141
	Iteration 29Q: 3 clusters Score -1.827415e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -18276768.000000 Penalty: 6066.994141
	Iteration 30Q: 3 clusters Score -1.827677e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -18279290.000000 Penalty: 6066.994141
	Iteration 31Q: 3 clusters Score -1.827929e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192363 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -18281632.000000 Penalty: 6066.994141
	Iteration 32Q: 3 clusters Score -1.828163e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195417 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -18283598.000000 Penalty: 6066.994141
	Iteration 33Q: 3 clusters Score -1.82836e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198013 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -18285516.000000 Penalty: 6066.994141
	Iteration 34Q: 3 clusters Score -1.828552e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199979 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -18286884.000000 Penalty: 6066.994141
	Iteration 35Q: 3 clusters Score -1.828688e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201479 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -18288012.000000 Penalty: 6066.994141
	Iteration 36Q: 3 clusters Score -1.828801e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202531 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -18288794.000000 Penalty: 6066.994141
	Iteration 37Q: 3 clusters Score -1.828879e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203193 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -18289234.000000 Penalty: 6066.994141
	Iteration 38Q: 3 clusters Score -1.828923e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203619 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18289496.000000 Penalty: 6066.994141
	Iteration 39Q: 3 clusters Score -1.82895e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203901 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -18289670.000000 Penalty: 6066.994141
	Iteration 40F: 3 clusters Score -1.828967e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18289798.000000 Penalty: 6066.994141
	Iteration 41Q: 3 clusters Score -1.82898e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204220 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -18289886.000000 Penalty: 6066.994141
	Iteration 42Q: 3 clusters Score -1.828989e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204309 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18289954.000000 Penalty: 6066.994141
	Iteration 43Q: 3 clusters Score -1.828995e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204365 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -18290002.000000 Penalty: 6066.994141
	Iteration 44Q: 3 clusters Score -1.829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204408 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -18290042.000000 Penalty: 6066.994141
	Iteration 45Q: 3 clusters Score -1.829004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204440 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18290080.000000 Penalty: 6066.994141
	Iteration 46Q: 3 clusters Score -1.829008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204478 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -18290092.000000 Penalty: 6066.994141
	Iteration 47Q: 3 clusters Score -1.829009e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204507 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18290128.000000 Penalty: 6066.994141
	Iteration 48Q: 3 clusters Score -1.829013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204524 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -18290152.000000 Penalty: 6066.994141
	Iteration 49Q: 3 clusters Score -1.829015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18290146.000000 Penalty: 6066.994141
	Iteration 50Q: 3 clusters Score -1.829015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204550 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18290158.000000 Penalty: 6066.994141
	Iteration 51Q: 3 clusters Score -1.829016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204558 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18290176.000000 Penalty: 6066.994141
	Iteration 52Q: 3 clusters Score -1.829018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204567 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18290186.000000 Penalty: 6066.994141
	Iteration 53Q: 3 clusters Score -1.829019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204571 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18290194.000000 Penalty: 6066.994141
	Iteration 54Q: 3 clusters Score -1.829019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204576 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18290206.000000 Penalty: 6066.994141
	Iteration 55Q: 3 clusters Score -1.829021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18290208.000000 Penalty: 6066.994141
	Iteration 56Q: 3 clusters Score -1.829021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204587 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18290218.000000 Penalty: 6066.994141
	Iteration 57Q: 3 clusters Score -1.829022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204596 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18290232.000000 Penalty: 6066.994141
	Iteration 58Q: 3 clusters Score -1.829023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204600 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -18290226.000000 Penalty: 6066.994141
	Iteration 59Q: 3 clusters Score -1.829023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204607 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18290226.000000 Penalty: 6066.994141
	Iteration 60F: 3 clusters Score -1.829023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204611 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18290224.000000 Penalty: 6066.994141
	Iteration 61Q: 3 clusters Score -1.829022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204613 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18290226.000000 Penalty: 6066.994141
	Iteration 62Q: 3 clusters Score -1.829023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204615 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18290226.000000 Penalty: 6066.994141
	Iteration 63Q: 3 clusters Score -1.829023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204617 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18290216.000000 Penalty: 6066.994141
	Iteration 64Q: 3 clusters Score -1.829022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -18290228.000000 Penalty: 6066.994141
	Iteration 65Q: 3 clusters Score -1.829023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204619 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -18290222.000000 Penalty: 6066.994141
	Iteration 66Q: 3 clusters Score -1.829022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -18290228.000000 Penalty: 6066.994141
	Iteration 67Q: 3 clusters Score -1.829023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204619 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -18290228.000000 Penalty: 6066.994141
	Iteration 68Q: 3 clusters Score -1.829023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18290232.000000 Penalty: 6066.994141
	Iteration 69Q: 3 clusters Score -1.829023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204623 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18290234.000000 Penalty: 6066.994141
	Iteration 70Q: 3 clusters Score -1.829023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204626 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18290236.000000 Penalty: 6066.994141
	Iteration 71Q: 3 clusters Score -1.829024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204627 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18290236.000000 Penalty: 6066.994141
	Iteration 72Q: 3 clusters Score -1.829024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18290242.000000 Penalty: 6066.994141
	Iteration 73Q: 3 clusters Score -1.829024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204629 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18290244.000000 Penalty: 6066.994141
	Iteration 74Q: 3 clusters Score -1.829024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204629 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18290244.000000 Penalty: 6066.994141
	Iteration 75F: 3 clusters Score -1.829024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Entering Unmasked Estep 
Score: -1887648.000000 Penalty: 2471.216553
	Iteration 0F: 2 clusters Score -1887648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1872830.000000 Penalty: 4942.433105
	Iteration 0F: 3 clusters Score -1872830 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1877832.125000 Penalty: 4942.433105
	Iteration 1F: 3 clusters Score -1877832 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1878283.000000 Penalty: 4942.433105
	Iteration 2F: 3 clusters Score -1878283 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1878731.500000 Penalty: 4942.433105
	Iteration 3Q: 3 clusters Score -1878732 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1879285.125000 Penalty: 4942.433105
	Iteration 4Q: 3 clusters Score -1879285 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1880075.250000 Penalty: 4942.433105
	Iteration 5F: 3 clusters Score -1880075 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1881088.125000 Penalty: 4942.433105
	Iteration 6F: 3 clusters Score -1881088 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1882260.875000 Penalty: 4942.433105
	Iteration 7F: 3 clusters Score -1882261 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1883403.375000 Penalty: 4942.433105
	Iteration 8F: 3 clusters Score -1883403 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1884250.375000 Penalty: 4942.433105
	Iteration 9Q: 3 clusters Score -1884250 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1884810.375000 Penalty: 4942.433105
	Iteration 10Q: 3 clusters Score -1884810 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1885081.750000 Penalty: 4942.433105
	Iteration 11Q: 3 clusters Score -1885082 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1885239.000000 Penalty: 4942.433105
	Iteration 12Q: 3 clusters Score -1885239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1885328.875000 Penalty: 4942.433105
	Iteration 13Q: 3 clusters Score -1885329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1885383.625000 Penalty: 4942.433105
	Iteration 14Q: 3 clusters Score -1885384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -1885413.000000 Penalty: 4942.433105
	Iteration 15Q: 3 clusters Score -1885413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1885430.250000 Penalty: 4942.433105
	Iteration 16Q: 3 clusters Score -1885430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -1885443.500000 Penalty: 4942.433105
	Iteration 17Q: 3 clusters Score -1885444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1885449.625000 Penalty: 4942.433105
	Iteration 18Q: 3 clusters Score -1885450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1885454.125000 Penalty: 4942.433105
	Iteration 19Q: 3 clusters Score -1885454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1885457.750000 Penalty: 4942.433105
	Iteration 20F: 3 clusters Score -1885458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1885460.750000 Penalty: 4942.433105
	Iteration 21Q: 3 clusters Score -1885461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1885465.750000 Penalty: 4942.433105
	Iteration 22Q: 3 clusters Score -1885466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1885473.375000 Penalty: 4942.433105
	Iteration 23Q: 3 clusters Score -1885473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1885481.875000 Penalty: 4942.433105
	Iteration 24Q: 3 clusters Score -1885482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1885482.250000 Penalty: 4942.433105
	Iteration 25Q: 3 clusters Score -1885482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1885484.250000 Penalty: 4942.433105
	Iteration 26Q: 3 clusters Score -1885484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1885483.750000 Penalty: 4942.433105
	Iteration 27Q: 3 clusters Score -1885484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1885487.500000 Penalty: 4942.433105
	Iteration 28Q: 3 clusters Score -1885488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -1885490.375000 Penalty: 4942.433105
	Iteration 29Q: 3 clusters Score -1885490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1885490.000000 Penalty: 4942.433105
	Iteration 30Q: 3 clusters Score -1885490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -1885493.625000 Penalty: 4942.433105
	Iteration 31Q: 3 clusters Score -1885494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -1885497.000000 Penalty: 4942.433105
	Iteration 32Q: 3 clusters Score -1885497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -1885504.125000 Penalty: 4942.433105
	Iteration 33Q: 3 clusters Score -1885504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -1885509.375000 Penalty: 4942.433105
	Iteration 34Q: 3 clusters Score -1885509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1885511.500000 Penalty: 4942.433105
	Iteration 35Q: 3 clusters Score -1885512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1885515.625000 Penalty: 4942.433105
	Iteration 36Q: 3 clusters Score -1885516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -1885522.000000 Penalty: 4942.433105
	Iteration 37Q: 3 clusters Score -1885522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -1885520.000000 Penalty: 4942.433105
	Iteration 38Q: 3 clusters Score -1885520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -1885520.000000 Penalty: 4942.433105
	Iteration 39F: 3 clusters Score -1885520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -276401.406250 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -276401.4 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 1656 members 
Entering Unmasked Estep 
Score: -272976.718750 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -272976.7 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -273862.437500 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -273862.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -274139.562500 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -274139.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -274291.156250 Penalty: 4018.131348
	Iteration 3F: 3 clusters Score -274291.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -274392.312500 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -274392.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -274474.968750 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -274475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -274536.781250 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -274536.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -274584.937500 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -274584.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -274625.125000 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -274625.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -274666.500000 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -274666.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -274704.062500 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -274704.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -274739.906250 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -274739.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -274770.156250 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -274770.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -274804.937500 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -274804.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -274837.593750 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -274837.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -274872.468750 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -274872.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -274897.875000 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -274897.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -274914.218750 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -274914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -274925.562500 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -274925.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -274938.406250 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -274938.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -274949.500000 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -274949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -274955.750000 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -274955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -274963.500000 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -274963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -274969.687500 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -274969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -274974.187500 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -274974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -274978.593750 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -274978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -274979.718750 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -274979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -274982.343750 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -274982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -274984.906250 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -274984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -274987.406250 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -274987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -274987.656250 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -274987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -274987.656250 Penalty: 4018.131348
	Iteration 31F: 3 clusters Score -274987.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -912147.500000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -912147.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -904489.062500 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -904489.1 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -906642.000000 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -906642 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -906877.750000 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -906877.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -907041.875000 Penalty: 4574.098145
	Iteration 3Q: 3 clusters Score -907041.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -907170.562500 Penalty: 4574.098145
	Iteration 4Q: 3 clusters Score -907170.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -907283.250000 Penalty: 4574.098145
	Iteration 5Q: 3 clusters Score -907283.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -907380.375000 Penalty: 4574.098145
	Iteration 6Q: 3 clusters Score -907380.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -907480.125000 Penalty: 4574.098145
	Iteration 7Q: 3 clusters Score -907480.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -907577.375000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -907577.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -907662.937500 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -907662.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -907730.687500 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -907730.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -907793.250000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -907793.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -907844.250000 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -907844.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -907888.062500 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -907888.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -907935.625000 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -907935.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -907987.437500 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -907987.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -908027.812500 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -908027.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -908076.500000 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -908076.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -908130.812500 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -908130.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -908183.750000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -908183.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -908235.812500 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -908235.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -908298.062500 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -908298.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -908363.812500 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -908363.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -908445.125000 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -908445.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -908537.250000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -908537.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -908641.562500 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -908641.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -908729.500000 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -908729.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -908811.437500 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -908811.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -908875.500000 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -908875.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -908917.687500 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -908917.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -908952.687500 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -908952.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -908978.625000 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -908978.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -909000.437500 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -909000.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -909017.687500 Penalty: 4574.098145
	Iteration 33Q: 3 clusters Score -909017.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -909030.125000 Penalty: 4574.098145
	Iteration 34Q: 3 clusters Score -909030.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -909044.687500 Penalty: 4574.098145
	Iteration 35Q: 3 clusters Score -909044.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -909059.375000 Penalty: 4574.098145
	Iteration 36Q: 3 clusters Score -909059.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -909075.187500 Penalty: 4574.098145
	Iteration 37Q: 3 clusters Score -909075.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -909092.062500 Penalty: 4574.098145
	Iteration 38Q: 3 clusters Score -909092.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -909104.812500 Penalty: 4574.098145
	Iteration 39Q: 3 clusters Score -909104.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -909120.625000 Penalty: 4574.098145
	Iteration 40F: 3 clusters Score -909120.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -909129.000000 Penalty: 4574.098145
	Iteration 41Q: 3 clusters Score -909129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -909142.437500 Penalty: 4574.098145
	Iteration 42Q: 3 clusters Score -909142.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -909151.625000 Penalty: 4574.098145
	Iteration 43Q: 3 clusters Score -909151.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -909161.187500 Penalty: 4574.098145
	Iteration 44Q: 3 clusters Score -909161.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -909171.000000 Penalty: 4574.098145
	Iteration 45Q: 3 clusters Score -909171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -909182.437500 Penalty: 4574.098145
	Iteration 46Q: 3 clusters Score -909182.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -909193.000000 Penalty: 4574.098145
	Iteration 47Q: 3 clusters Score -909193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -909199.812500 Penalty: 4574.098145
	Iteration 48Q: 3 clusters Score -909199.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -909208.000000 Penalty: 4574.098145
	Iteration 49Q: 3 clusters Score -909208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -909215.187500 Penalty: 4574.098145
	Iteration 50Q: 3 clusters Score -909215.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -909223.250000 Penalty: 4574.098145
	Iteration 51Q: 3 clusters Score -909223.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -909230.937500 Penalty: 4574.098145
	Iteration 52Q: 3 clusters Score -909230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -909239.812500 Penalty: 4574.098145
	Iteration 53Q: 3 clusters Score -909239.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -909250.625000 Penalty: 4574.098145
	Iteration 54Q: 3 clusters Score -909250.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -909260.437500 Penalty: 4574.098145
	Iteration 55Q: 3 clusters Score -909260.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -909271.750000 Penalty: 4574.098145
	Iteration 56Q: 3 clusters Score -909271.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -909279.437500 Penalty: 4574.098145
	Iteration 57Q: 3 clusters Score -909279.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -909288.312500 Penalty: 4574.098145
	Iteration 58Q: 3 clusters Score -909288.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -909295.125000 Penalty: 4574.098145
	Iteration 59Q: 3 clusters Score -909295.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -909301.562500 Penalty: 4574.098145
	Iteration 60F: 3 clusters Score -909301.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -909313.375000 Penalty: 4574.098145
	Iteration 61Q: 3 clusters Score -909313.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -909320.000000 Penalty: 4574.098145
	Iteration 62Q: 3 clusters Score -909320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -909330.562500 Penalty: 4574.098145
	Iteration 63Q: 3 clusters Score -909330.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -909337.187500 Penalty: 4574.098145
	Iteration 64Q: 3 clusters Score -909337.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -909344.312500 Penalty: 4574.098145
	Iteration 65Q: 3 clusters Score -909344.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -909354.687500 Penalty: 4574.098145
	Iteration 66Q: 3 clusters Score -909354.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -909361.250000 Penalty: 4574.098145
	Iteration 67Q: 3 clusters Score -909361.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -909367.875000 Penalty: 4574.098145
	Iteration 68Q: 3 clusters Score -909367.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -909379.250000 Penalty: 4574.098145
	Iteration 69Q: 3 clusters Score -909379.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -909388.375000 Penalty: 4574.098145
	Iteration 70Q: 3 clusters Score -909388.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -909397.000000 Penalty: 4574.098145
	Iteration 71Q: 3 clusters Score -909397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -909401.687500 Penalty: 4574.098145
	Iteration 72Q: 3 clusters Score -909401.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -909409.187500 Penalty: 4574.098145
	Iteration 73Q: 3 clusters Score -909409.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -909420.125000 Penalty: 4574.098145
	Iteration 74Q: 3 clusters Score -909420.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -909427.375000 Penalty: 4574.098145
	Iteration 75Q: 3 clusters Score -909427.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -909437.687500 Penalty: 4574.098145
	Iteration 76Q: 3 clusters Score -909437.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -909450.625000 Penalty: 4574.098145
	Iteration 77Q: 3 clusters Score -909450.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -909460.750000 Penalty: 4574.098145
	Iteration 78Q: 3 clusters Score -909460.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -909470.750000 Penalty: 4574.098145
	Iteration 79Q: 3 clusters Score -909470.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -909477.250000 Penalty: 4574.098145
	Iteration 80F: 3 clusters Score -909477.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -909485.000000 Penalty: 4574.098145
	Iteration 81Q: 3 clusters Score -909485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -909490.937500 Penalty: 4574.098145
	Iteration 82Q: 3 clusters Score -909490.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -909498.500000 Penalty: 4574.098145
	Iteration 83Q: 3 clusters Score -909498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -909505.625000 Penalty: 4574.098145
	Iteration 84Q: 3 clusters Score -909505.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -909514.625000 Penalty: 4574.098145
	Iteration 85Q: 3 clusters Score -909514.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -909523.875000 Penalty: 4574.098145
	Iteration 86Q: 3 clusters Score -909523.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -909533.500000 Penalty: 4574.098145
	Iteration 87Q: 3 clusters Score -909533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -909542.750000 Penalty: 4574.098145
	Iteration 88Q: 3 clusters Score -909542.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -909557.562500 Penalty: 4574.098145
	Iteration 89Q: 3 clusters Score -909557.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -909572.500000 Penalty: 4574.098145
	Iteration 90Q: 3 clusters Score -909572.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -909590.937500 Penalty: 4574.098145
	Iteration 91Q: 3 clusters Score -909590.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -909614.562500 Penalty: 4574.098145
	Iteration 92Q: 3 clusters Score -909614.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -909639.937500 Penalty: 4574.098145
	Iteration 93Q: 3 clusters Score -909639.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -909670.937500 Penalty: 4574.098145
	Iteration 94Q: 3 clusters Score -909670.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -909700.500000 Penalty: 4574.098145
	Iteration 95Q: 3 clusters Score -909700.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -909728.750000 Penalty: 4574.098145
	Iteration 96Q: 3 clusters Score -909728.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -909750.500000 Penalty: 4574.098145
	Iteration 97Q: 3 clusters Score -909750.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -909776.062500 Penalty: 4574.098145
	Iteration 98Q: 3 clusters Score -909776.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -909801.875000 Penalty: 4574.098145
	Iteration 99Q: 3 clusters Score -909801.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -909824.062500 Penalty: 4574.098145
	Iteration 100F: 3 clusters Score -909824.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -909852.562500 Penalty: 4574.098145
	Iteration 101Q: 3 clusters Score -909852.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -909873.312500 Penalty: 4574.098145
	Iteration 102Q: 3 clusters Score -909873.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -909897.500000 Penalty: 4574.098145
	Iteration 103Q: 3 clusters Score -909897.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -909921.937500 Penalty: 4574.098145
	Iteration 104Q: 3 clusters Score -909921.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -909949.562500 Penalty: 4574.098145
	Iteration 105Q: 3 clusters Score -909949.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -909973.375000 Penalty: 4574.098145
	Iteration 106Q: 3 clusters Score -909973.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -909998.750000 Penalty: 4574.098145
	Iteration 107Q: 3 clusters Score -909998.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -910020.437500 Penalty: 4574.098145
	Iteration 108Q: 3 clusters Score -910020.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -910044.937500 Penalty: 4574.098145
	Iteration 109Q: 3 clusters Score -910044.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -910067.250000 Penalty: 4574.098145
	Iteration 110Q: 3 clusters Score -910067.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -910080.750000 Penalty: 4574.098145
	Iteration 111Q: 3 clusters Score -910080.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -910096.625000 Penalty: 4574.098145
	Iteration 112Q: 3 clusters Score -910096.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -910110.312500 Penalty: 4574.098145
	Iteration 113Q: 3 clusters Score -910110.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -910124.125000 Penalty: 4574.098145
	Iteration 114Q: 3 clusters Score -910124.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -910134.687500 Penalty: 4574.098145
	Iteration 115Q: 3 clusters Score -910134.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -910143.312500 Penalty: 4574.098145
	Iteration 116Q: 3 clusters Score -910143.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -910153.562500 Penalty: 4574.098145
	Iteration 117Q: 3 clusters Score -910153.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -910164.250000 Penalty: 4574.098145
	Iteration 118Q: 3 clusters Score -910164.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -910169.812500 Penalty: 4574.098145
	Iteration 119Q: 3 clusters Score -910169.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -910178.562500 Penalty: 4574.098145
	Iteration 120F: 3 clusters Score -910178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -910190.625000 Penalty: 4574.098145
	Iteration 121Q: 3 clusters Score -910190.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -910204.937500 Penalty: 4574.098145
	Iteration 122Q: 3 clusters Score -910204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -910221.312500 Penalty: 4574.098145
	Iteration 123Q: 3 clusters Score -910221.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -910237.687500 Penalty: 4574.098145
	Iteration 124Q: 3 clusters Score -910237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -910245.000000 Penalty: 4574.098145
	Iteration 125Q: 3 clusters Score -910245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -910252.187500 Penalty: 4574.098145
	Iteration 126Q: 3 clusters Score -910252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -910258.750000 Penalty: 4574.098145
	Iteration 127Q: 3 clusters Score -910258.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -910265.312500 Penalty: 4574.098145
	Iteration 128Q: 3 clusters Score -910265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -910268.812500 Penalty: 4574.098145
	Iteration 129Q: 3 clusters Score -910268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -910276.437500 Penalty: 4574.098145
	Iteration 130Q: 3 clusters Score -910276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -910280.937500 Penalty: 4574.098145
	Iteration 131Q: 3 clusters Score -910280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -910285.437500 Penalty: 4574.098145
	Iteration 132Q: 3 clusters Score -910285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -910286.000000 Penalty: 4574.098145
	Iteration 133Q: 3 clusters Score -910286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -910286.687500 Penalty: 4574.098145
	Iteration 134Q: 3 clusters Score -910286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -910289.125000 Penalty: 4574.098145
	Iteration 135Q: 3 clusters Score -910289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -910290.375000 Penalty: 4574.098145
	Iteration 136Q: 3 clusters Score -910290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -910290.375000 Penalty: 4574.098145
	Iteration 137F: 3 clusters Score -910290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -296043.968750 Penalty: 2026.416382
	Iteration 0F: 2 clusters Score -296044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -292400.125000 Penalty: 4052.832764
	Iteration 0F: 3 clusters Score -292400.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -293167.375000 Penalty: 4052.832764
	Iteration 1F: 3 clusters Score -293167.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -293369.281250 Penalty: 4052.832764
	Iteration 2F: 3 clusters Score -293369.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -293483.531250 Penalty: 4052.832764
	Iteration 3Q: 3 clusters Score -293483.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -293560.687500 Penalty: 4052.832764
	Iteration 4Q: 3 clusters Score -293560.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -293617.250000 Penalty: 4052.832764
	Iteration 5Q: 3 clusters Score -293617.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -293672.687500 Penalty: 4052.832764
	Iteration 6Q: 3 clusters Score -293672.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -293716.625000 Penalty: 4052.832764
	Iteration 7Q: 3 clusters Score -293716.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -293746.312500 Penalty: 4052.832764
	Iteration 8Q: 3 clusters Score -293746.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -293774.250000 Penalty: 4052.832764
	Iteration 9Q: 3 clusters Score -293774.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -293798.062500 Penalty: 4052.832764
	Iteration 10Q: 3 clusters Score -293798.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -293814.718750 Penalty: 4052.832764
	Iteration 11Q: 3 clusters Score -293814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -293832.250000 Penalty: 4052.832764
	Iteration 12Q: 3 clusters Score -293832.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -293856.531250 Penalty: 4052.832764
	Iteration 13Q: 3 clusters Score -293856.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -293876.531250 Penalty: 4052.832764
	Iteration 14Q: 3 clusters Score -293876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -293901.375000 Penalty: 4052.832764
	Iteration 15Q: 3 clusters Score -293901.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -293930.593750 Penalty: 4052.832764
	Iteration 16Q: 3 clusters Score -293930.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -293957.406250 Penalty: 4052.832764
	Iteration 17Q: 3 clusters Score -293957.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -293983.250000 Penalty: 4052.832764
	Iteration 18Q: 3 clusters Score -293983.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -294009.500000 Penalty: 4052.832764
	Iteration 19Q: 3 clusters Score -294009.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -294035.750000 Penalty: 4052.832764
	Iteration 20F: 3 clusters Score -294035.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -294074.343750 Penalty: 4052.832764
	Iteration 21Q: 3 clusters Score -294074.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -294118.843750 Penalty: 4052.832764
	Iteration 22Q: 3 clusters Score -294118.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -294180.125000 Penalty: 4052.832764
	Iteration 23Q: 3 clusters Score -294180.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -294250.593750 Penalty: 4052.832764
	Iteration 24Q: 3 clusters Score -294250.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -294316.156250 Penalty: 4052.832764
	Iteration 25Q: 3 clusters Score -294316.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294398.375000 Penalty: 4052.832764
	Iteration 26Q: 3 clusters Score -294398.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -294478.937500 Penalty: 4052.832764
	Iteration 27Q: 3 clusters Score -294478.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -294545.625000 Penalty: 4052.832764
	Iteration 28Q: 3 clusters Score -294545.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -294618.656250 Penalty: 4052.832764
	Iteration 29Q: 3 clusters Score -294618.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -294672.718750 Penalty: 4052.832764
	Iteration 30Q: 3 clusters Score -294672.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -294722.500000 Penalty: 4052.832764
	Iteration 31Q: 3 clusters Score -294722.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -294754.156250 Penalty: 4052.832764
	Iteration 32Q: 3 clusters Score -294754.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -294772.500000 Penalty: 4052.832764
	Iteration 33Q: 3 clusters Score -294772.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -294783.250000 Penalty: 4052.832764
	Iteration 34Q: 3 clusters Score -294783.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -294793.593750 Penalty: 4052.832764
	Iteration 35Q: 3 clusters Score -294793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -294801.312500 Penalty: 4052.832764
	Iteration 36Q: 3 clusters Score -294801.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294807.875000 Penalty: 4052.832764
	Iteration 37Q: 3 clusters Score -294807.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -294815.593750 Penalty: 4052.832764
	Iteration 38Q: 3 clusters Score -294815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -294823.437500 Penalty: 4052.832764
	Iteration 39Q: 3 clusters Score -294823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -294828.531250 Penalty: 4052.832764
	Iteration 40F: 3 clusters Score -294828.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -294836.531250 Penalty: 4052.832764
	Iteration 41Q: 3 clusters Score -294836.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294845.843750 Penalty: 4052.832764
	Iteration 42Q: 3 clusters Score -294845.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -294854.375000 Penalty: 4052.832764
	Iteration 43Q: 3 clusters Score -294854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -294862.156250 Penalty: 4052.832764
	Iteration 44Q: 3 clusters Score -294862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -294867.593750 Penalty: 4052.832764
	Iteration 45Q: 3 clusters Score -294867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -294871.812500 Penalty: 4052.832764
	Iteration 46Q: 3 clusters Score -294871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -294877.718750 Penalty: 4052.832764
	Iteration 47Q: 3 clusters Score -294877.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -294887.718750 Penalty: 4052.832764
	Iteration 48Q: 3 clusters Score -294887.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -294901.437500 Penalty: 4052.832764
	Iteration 49Q: 3 clusters Score -294901.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -294924.968750 Penalty: 4052.832764
	Iteration 50Q: 3 clusters Score -294925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -294942.625000 Penalty: 4052.832764
	Iteration 51Q: 3 clusters Score -294942.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -294960.500000 Penalty: 4052.832764
	Iteration 52Q: 3 clusters Score -294960.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -294978.250000 Penalty: 4052.832764
	Iteration 53Q: 3 clusters Score -294978.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -295006.156250 Penalty: 4052.832764
	Iteration 54Q: 3 clusters Score -295006.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -295037.156250 Penalty: 4052.832764
	Iteration 55Q: 3 clusters Score -295037.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -295068.031250 Penalty: 4052.832764
	Iteration 56Q: 3 clusters Score -295068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -295097.187500 Penalty: 4052.832764
	Iteration 57Q: 3 clusters Score -295097.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -295138.281250 Penalty: 4052.832764
	Iteration 58Q: 3 clusters Score -295138.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -295173.812500 Penalty: 4052.832764
	Iteration 59Q: 3 clusters Score -295173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -295195.687500 Penalty: 4052.832764
	Iteration 60F: 3 clusters Score -295195.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -295212.812500 Penalty: 4052.832764
	Iteration 61Q: 3 clusters Score -295212.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -295224.656250 Penalty: 4052.832764
	Iteration 62Q: 3 clusters Score -295224.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -295231.500000 Penalty: 4052.832764
	Iteration 63Q: 3 clusters Score -295231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -295234.406250 Penalty: 4052.832764
	Iteration 64Q: 3 clusters Score -295234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -295235.437500 Penalty: 4052.832764
	Iteration 65Q: 3 clusters Score -295235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -295236.187500 Penalty: 4052.832764
	Iteration 66Q: 3 clusters Score -295236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -295237.062500 Penalty: 4052.832764
	Iteration 67Q: 3 clusters Score -295237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -295237.062500 Penalty: 4052.832764
	Iteration 68F: 3 clusters Score -295237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -580415.937500 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -580415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -574653.562500 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -574653.6 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -576166.062500 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -576166.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -576414.750000 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -576414.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -576599.875000 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -576599.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -576717.125000 Penalty: 4386.933594
	Iteration 4Q: 3 clusters Score -576717.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -576807.812500 Penalty: 4386.933594
	Iteration 5Q: 3 clusters Score -576807.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -576891.562500 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -576891.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -576969.312500 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -576969.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -577066.625000 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -577066.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -577195.000000 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -577195 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -577307.437500 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -577307.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -577418.687500 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -577418.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -577495.937500 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -577495.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -577572.500000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -577572.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -577646.125000 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -577646.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -577713.625000 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -577713.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -577769.375000 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -577769.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -577819.062500 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -577819.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -577867.125000 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -577867.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -577920.312500 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -577920.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -577967.812500 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -577967.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -578012.875000 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -578012.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -578052.312500 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -578052.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -578086.562500 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -578086.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -578116.562500 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -578116.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -578147.062500 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -578147.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -578170.500000 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -578170.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -578189.687500 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -578189.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -578207.000000 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -578207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -578221.000000 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -578221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -578237.312500 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -578237.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -578257.625000 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -578257.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -578272.500000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -578272.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -578285.625000 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -578285.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -578297.750000 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -578297.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -578310.187500 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -578310.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -578323.562500 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -578323.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -578332.937500 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -578332.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -578345.562500 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -578345.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -578357.750000 Penalty: 4386.933594
	Iteration 39Q: 3 clusters Score -578357.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -578374.812500 Penalty: 4386.933594
	Iteration 40F: 3 clusters Score -578374.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -578390.562500 Penalty: 4386.933594
	Iteration 41Q: 3 clusters Score -578390.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -578404.812500 Penalty: 4386.933594
	Iteration 42Q: 3 clusters Score -578404.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -578421.250000 Penalty: 4386.933594
	Iteration 43Q: 3 clusters Score -578421.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -578435.875000 Penalty: 4386.933594
	Iteration 44Q: 3 clusters Score -578435.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -578447.875000 Penalty: 4386.933594
	Iteration 45Q: 3 clusters Score -578447.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -578456.937500 Penalty: 4386.933594
	Iteration 46Q: 3 clusters Score -578456.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -578463.750000 Penalty: 4386.933594
	Iteration 47Q: 3 clusters Score -578463.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -578468.187500 Penalty: 4386.933594
	Iteration 48Q: 3 clusters Score -578468.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -578474.000000 Penalty: 4386.933594
	Iteration 49Q: 3 clusters Score -578474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -578479.500000 Penalty: 4386.933594
	Iteration 50Q: 3 clusters Score -578479.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -578481.937500 Penalty: 4386.933594
	Iteration 51Q: 3 clusters Score -578481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -578483.062500 Penalty: 4386.933594
	Iteration 52Q: 3 clusters Score -578483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -578483.562500 Penalty: 4386.933594
	Iteration 53Q: 3 clusters Score -578483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -578485.062500 Penalty: 4386.933594
	Iteration 54Q: 3 clusters Score -578485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -578487.500000 Penalty: 4386.933594
	Iteration 55Q: 3 clusters Score -578487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -578488.375000 Penalty: 4386.933594
	Iteration 56Q: 3 clusters Score -578488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -578492.187500 Penalty: 4386.933594
	Iteration 57Q: 3 clusters Score -578492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -578492.125000 Penalty: 4386.933594
	Iteration 58Q: 3 clusters Score -578492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -578494.500000 Penalty: 4386.933594
	Iteration 59Q: 3 clusters Score -578494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -578499.125000 Penalty: 4386.933594
	Iteration 60F: 3 clusters Score -578499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -578500.937500 Penalty: 4386.933594
	Iteration 61Q: 3 clusters Score -578500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -578503.562500 Penalty: 4386.933594
	Iteration 62Q: 3 clusters Score -578503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -578504.250000 Penalty: 4386.933594
	Iteration 63Q: 3 clusters Score -578504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -578504.062500 Penalty: 4386.933594
	Iteration 64Q: 3 clusters Score -578504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -578505.500000 Penalty: 4386.933594
	Iteration 65Q: 3 clusters Score -578505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -578505.500000 Penalty: 4386.933594
	Iteration 66F: 3 clusters Score -578505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -525001.062500 Penalty: 2170.992676
	Iteration 0F: 2 clusters Score -525001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -519688.125000 Penalty: 4341.985352
	Iteration 0F: 3 clusters Score -519688.1 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -521228.312500 Penalty: 4341.985352
	Iteration 1F: 3 clusters Score -521228.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -521524.093750 Penalty: 4341.985352
	Iteration 2F: 3 clusters Score -521524.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -521768.593750 Penalty: 4341.985352
	Iteration 3F: 3 clusters Score -521768.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -522023.968750 Penalty: 4341.985352
	Iteration 4F: 3 clusters Score -522024 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -522366.218750 Penalty: 4341.985352
	Iteration 5F: 3 clusters Score -522366.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -522808.281250 Penalty: 4341.985352
	Iteration 6F: 3 clusters Score -522808.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -523307.906250 Penalty: 4341.985352
	Iteration 7F: 3 clusters Score -523307.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -523812.812500 Penalty: 4341.985352
	Iteration 8F: 3 clusters Score -523812.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -524280.968750 Penalty: 4341.985352
	Iteration 9F: 3 clusters Score -524281 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -524664.125000 Penalty: 4341.985352
	Iteration 10Q: 3 clusters Score -524664.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -525038.625000 Penalty: 4341.985352
	Iteration 11Q: 3 clusters Score -525038.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -525257.125000 Penalty: 4341.985352
	Iteration 12Q: 3 clusters Score -525257.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -525356.312500 Penalty: 4341.985352
	Iteration 13Q: 3 clusters Score -525356.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -525399.250000 Penalty: 4341.985352
	Iteration 14Q: 3 clusters Score -525399.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -525420.875000 Penalty: 4341.985352
	Iteration 15Q: 3 clusters Score -525420.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -525433.687500 Penalty: 4341.985352
	Iteration 16Q: 3 clusters Score -525433.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -525440.875000 Penalty: 4341.985352
	Iteration 17Q: 3 clusters Score -525440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -525445.750000 Penalty: 4341.985352
	Iteration 18Q: 3 clusters Score -525445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -525451.125000 Penalty: 4341.985352
	Iteration 19Q: 3 clusters Score -525451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -525454.937500 Penalty: 4341.985352
	Iteration 20F: 3 clusters Score -525454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -525460.000000 Penalty: 4341.985352
	Iteration 21Q: 3 clusters Score -525460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -525464.062500 Penalty: 4341.985352
	Iteration 22Q: 3 clusters Score -525464.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -525465.875000 Penalty: 4341.985352
	Iteration 23Q: 3 clusters Score -525465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -525468.625000 Penalty: 4341.985352
	Iteration 24Q: 3 clusters Score -525468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -525469.625000 Penalty: 4341.985352
	Iteration 25Q: 3 clusters Score -525469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -525471.625000 Penalty: 4341.985352
	Iteration 26Q: 3 clusters Score -525471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -525476.437500 Penalty: 4341.985352
	Iteration 27Q: 3 clusters Score -525476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -525479.000000 Penalty: 4341.985352
	Iteration 28Q: 3 clusters Score -525479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -525481.125000 Penalty: 4341.985352
	Iteration 29Q: 3 clusters Score -525481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -525483.062500 Penalty: 4341.985352
	Iteration 30Q: 3 clusters Score -525483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -525483.875000 Penalty: 4341.985352
	Iteration 31Q: 3 clusters Score -525483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -525484.687500 Penalty: 4341.985352
	Iteration 32Q: 3 clusters Score -525484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -525485.687500 Penalty: 4341.985352
	Iteration 33Q: 3 clusters Score -525485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -525484.437500 Penalty: 4341.985352
	Iteration 34Q: 3 clusters Score -525484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -525484.812500 Penalty: 4341.985352
	Iteration 35Q: 3 clusters Score -525484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -525486.500000 Penalty: 4341.985352
	Iteration 36Q: 3 clusters Score -525486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -525485.375000 Penalty: 4341.985352
	Iteration 37Q: 3 clusters Score -525485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -525487.437500 Penalty: 4341.985352
	Iteration 38Q: 3 clusters Score -525487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -525487.250000 Penalty: 4341.985352
	Iteration 39Q: 3 clusters Score -525487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -525487.500000 Penalty: 4341.985352
	Iteration 40F: 3 clusters Score -525487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93904 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427324 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 4213 members 
Entering Unmasked Estep 
Score: -146478400.000000 Penalty: 124552.312500
Splitting cluster 27 changes total score from -146479264.000000 to -146478400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (25206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Entering Unmasked Estep 
Score: -2159913.750000 Penalty: 2513.439697
	Iteration 0F: 2 clusters Score -2159914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2142497.750000 Penalty: 5026.879395
	Iteration 0F: 3 clusters Score -2142498 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2148417.250000 Penalty: 5026.879395
	Iteration 1F: 3 clusters Score -2148417 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2148855.500000 Penalty: 5026.879395
	Iteration 2Q: 3 clusters Score -2148856 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2149312.500000 Penalty: 5026.879395
	Iteration 3Q: 3 clusters Score -2149312 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2149871.000000 Penalty: 5026.879395
	Iteration 4Q: 3 clusters Score -2149871 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2150618.000000 Penalty: 5026.879395
	Iteration 5F: 3 clusters Score -2150618 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2151632.750000 Penalty: 5026.879395
	Iteration 6F: 3 clusters Score -2151633 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2152854.000000 Penalty: 5026.879395
	Iteration 7F: 3 clusters Score -2152854 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2154126.250000 Penalty: 5026.879395
	Iteration 8F: 3 clusters Score -2154126 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2155312.750000 Penalty: 5026.879395
	Iteration 9F: 3 clusters Score -2155313 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2156282.500000 Penalty: 5026.879395
	Iteration 10Q: 3 clusters Score -2156282 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2157018.750000 Penalty: 5026.879395
	Iteration 11Q: 3 clusters Score -2157019 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2157439.000000 Penalty: 5026.879395
	Iteration 12Q: 3 clusters Score -2157439 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2157672.250000 Penalty: 5026.879395
	Iteration 13Q: 3 clusters Score -2157672 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2157802.250000 Penalty: 5026.879395
	Iteration 14Q: 3 clusters Score -2157802 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2157883.000000 Penalty: 5026.879395
	Iteration 15Q: 3 clusters Score -2157883 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2157942.750000 Penalty: 5026.879395
	Iteration 16Q: 3 clusters Score -2157943 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2157983.500000 Penalty: 5026.879395
	Iteration 17Q: 3 clusters Score -2157984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2158018.500000 Penalty: 5026.879395
	Iteration 18Q: 3 clusters Score -2158018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2158035.750000 Penalty: 5026.879395
	Iteration 19Q: 3 clusters Score -2158036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2158054.750000 Penalty: 5026.879395
	Iteration 20F: 3 clusters Score -2158055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2158074.750000 Penalty: 5026.879395
	Iteration 21Q: 3 clusters Score -2158075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2158080.750000 Penalty: 5026.879395
	Iteration 22Q: 3 clusters Score -2158081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2158088.000000 Penalty: 5026.879395
	Iteration 23Q: 3 clusters Score -2158088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2158090.750000 Penalty: 5026.879395
	Iteration 24Q: 3 clusters Score -2158091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2158093.750000 Penalty: 5026.879395
	Iteration 25Q: 3 clusters Score -2158094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2158100.750000 Penalty: 5026.879395
	Iteration 26Q: 3 clusters Score -2158101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2158106.000000 Penalty: 5026.879395
	Iteration 27Q: 3 clusters Score -2158106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2158099.500000 Penalty: 5026.879395
	Iteration 28Q: 3 clusters Score -2158100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2158109.000000 Penalty: 5026.879395
	Iteration 29Q: 3 clusters Score -2158109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2158114.250000 Penalty: 5026.879395
	Iteration 30Q: 3 clusters Score -2158114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2158114.250000 Penalty: 5026.879395
	Iteration 31Q: 3 clusters Score -2158114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2158115.750000 Penalty: 5026.879395
	Iteration 32Q: 3 clusters Score -2158116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2158119.250000 Penalty: 5026.879395
	Iteration 33Q: 3 clusters Score -2158119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2158121.250000 Penalty: 5026.879395
	Iteration 34Q: 3 clusters Score -2158121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2158123.750000 Penalty: 5026.879395
	Iteration 35Q: 3 clusters Score -2158124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2158123.000000 Penalty: 5026.879395
	Iteration 36Q: 3 clusters Score -2158123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2158126.500000 Penalty: 5026.879395
	Iteration 37Q: 3 clusters Score -2158126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2158127.250000 Penalty: 5026.879395
	Iteration 38Q: 3 clusters Score -2158127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2158126.750000 Penalty: 5026.879395
	Iteration 39Q: 3 clusters Score -2158127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2158127.250000 Penalty: 5026.879395
	Iteration 40F: 3 clusters Score -2158127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2158131.000000 Penalty: 5026.879395
	Iteration 41Q: 3 clusters Score -2158131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2158128.000000 Penalty: 5026.879395
	Iteration 42Q: 3 clusters Score -2158128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2158131.000000 Penalty: 5026.879395
	Iteration 43Q: 3 clusters Score -2158131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2158128.000000 Penalty: 5026.879395
	Iteration 44Q: 3 clusters Score -2158128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2158128.250000 Penalty: 5026.879395
	Iteration 45Q: 3 clusters Score -2158128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2158131.500000 Penalty: 5026.879395
	Iteration 46Q: 3 clusters Score -2158132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2158133.000000 Penalty: 5026.879395
	Iteration 47Q: 3 clusters Score -2158133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2158137.750000 Penalty: 5026.879395
	Iteration 48Q: 3 clusters Score -2158138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2158139.250000 Penalty: 5026.879395
	Iteration 49Q: 3 clusters Score -2158139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2158138.500000 Penalty: 5026.879395
	Iteration 50Q: 3 clusters Score -2158138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2158143.250000 Penalty: 5026.879395
	Iteration 51Q: 3 clusters Score -2158143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2158145.000000 Penalty: 5026.879395
	Iteration 52Q: 3 clusters Score -2158145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2158145.500000 Penalty: 5026.879395
	Iteration 53Q: 3 clusters Score -2158146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2158151.000000 Penalty: 5026.879395
	Iteration 54Q: 3 clusters Score -2158151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2158154.500000 Penalty: 5026.879395
	Iteration 55Q: 3 clusters Score -2158154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2158155.750000 Penalty: 5026.879395
	Iteration 56Q: 3 clusters Score -2158156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2158156.500000 Penalty: 5026.879395
	Iteration 57Q: 3 clusters Score -2158156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2158157.500000 Penalty: 5026.879395
	Iteration 58Q: 3 clusters Score -2158158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2158155.250000 Penalty: 5026.879395
	Iteration 59Q: 3 clusters Score -2158155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2158158.000000 Penalty: 5026.879395
	Iteration 60F: 3 clusters Score -2158158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2158153.750000 Penalty: 5026.879395
	Iteration 61Q: 3 clusters Score -2158154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2158154.500000 Penalty: 5026.879395
	Iteration 62Q: 3 clusters Score -2158154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2158154.250000 Penalty: 5026.879395
	Iteration 63Q: 3 clusters Score -2158154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2158152.250000 Penalty: 5026.879395
	Iteration 64Q: 3 clusters Score -2158152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2158152.250000 Penalty: 5026.879395
	Iteration 65F: 3 clusters Score -2158152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Entering Unmasked Estep 
Score: -1338087.875000 Penalty: 2412.234131
	Iteration 0F: 2 clusters Score -1338088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1326111.000000 Penalty: 4824.468262
	Iteration 0F: 3 clusters Score -1326111 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1330003.125000 Penalty: 4824.468262
	Iteration 1F: 3 clusters Score -1330003 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1330380.000000 Penalty: 4824.468262
	Iteration 2F: 3 clusters Score -1330380 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1330712.500000 Penalty: 4824.468262
	Iteration 3Q: 3 clusters Score -1330712 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1331049.000000 Penalty: 4824.468262
	Iteration 4Q: 3 clusters Score -1331049 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1331416.625000 Penalty: 4824.468262
	Iteration 5Q: 3 clusters Score -1331417 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1331857.875000 Penalty: 4824.468262
	Iteration 6Q: 3 clusters Score -1331858 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1332385.000000 Penalty: 4824.468262
	Iteration 7F: 3 clusters Score -1332385 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1332989.375000 Penalty: 4824.468262
	Iteration 8F: 3 clusters Score -1332989 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1333686.625000 Penalty: 4824.468262
	Iteration 9F: 3 clusters Score -1333687 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1334376.250000 Penalty: 4824.468262
	Iteration 10Q: 3 clusters Score -1334376 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1334904.750000 Penalty: 4824.468262
	Iteration 11Q: 3 clusters Score -1334905 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1335271.250000 Penalty: 4824.468262
	Iteration 12Q: 3 clusters Score -1335271 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1335501.000000 Penalty: 4824.468262
	Iteration 13Q: 3 clusters Score -1335501 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1335656.500000 Penalty: 4824.468262
	Iteration 14Q: 3 clusters Score -1335656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1335774.750000 Penalty: 4824.468262
	Iteration 15Q: 3 clusters Score -1335775 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1335853.000000 Penalty: 4824.468262
	Iteration 16Q: 3 clusters Score -1335853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1335893.125000 Penalty: 4824.468262
	Iteration 17Q: 3 clusters Score -1335893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1335926.500000 Penalty: 4824.468262
	Iteration 18Q: 3 clusters Score -1335926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1335952.875000 Penalty: 4824.468262
	Iteration 19Q: 3 clusters Score -1335953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1335977.875000 Penalty: 4824.468262
	Iteration 20F: 3 clusters Score -1335978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1335994.500000 Penalty: 4824.468262
	Iteration 21Q: 3 clusters Score -1335994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1336008.875000 Penalty: 4824.468262
	Iteration 22Q: 3 clusters Score -1336009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1336023.250000 Penalty: 4824.468262
	Iteration 23Q: 3 clusters Score -1336023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1336034.750000 Penalty: 4824.468262
	Iteration 24Q: 3 clusters Score -1336035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1336041.125000 Penalty: 4824.468262
	Iteration 25Q: 3 clusters Score -1336041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1336042.750000 Penalty: 4824.468262
	Iteration 26Q: 3 clusters Score -1336043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1336044.875000 Penalty: 4824.468262
	Iteration 27Q: 3 clusters Score -1336045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1336047.625000 Penalty: 4824.468262
	Iteration 28Q: 3 clusters Score -1336048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1336048.750000 Penalty: 4824.468262
	Iteration 29Q: 3 clusters Score -1336049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1336048.750000 Penalty: 4824.468262
	Iteration 30F: 3 clusters Score -1336049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -173127.890625 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -173127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -170456.250000 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -170456.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -170967.125000 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -170967.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -171108.765625 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -171108.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -171176.609375 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -171176.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -171214.140625 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -171214.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -171231.750000 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -171231.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -171250.078125 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -171250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171260.281250 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -171260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171271.359375 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -171271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171278.015625 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -171278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -171283.328125 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -171283.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171287.031250 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -171287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -171291.218750 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -171291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -171294.578125 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -171294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -171298.203125 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -171298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -171301.687500 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -171301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -171303.359375 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -171303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -171303.968750 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -171304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -171303.968750 Penalty: 3787.110840
	Iteration 18F: 3 clusters Score -171304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1338824.875000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -1338825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1328002.125000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -1328002 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1331444.000000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -1331444 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1331903.875000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -1331904 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1332442.375000 Penalty: 4768.082031
	Iteration 3F: 3 clusters Score -1332442 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1332997.000000 Penalty: 4768.082031
	Iteration 4F: 3 clusters Score -1332997 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1333456.500000 Penalty: 4768.082031
	Iteration 5F: 3 clusters Score -1333456 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1333850.750000 Penalty: 4768.082031
	Iteration 6F: 3 clusters Score -1333851 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1334211.125000 Penalty: 4768.082031
	Iteration 7Q: 3 clusters Score -1334211 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1334554.750000 Penalty: 4768.082031
	Iteration 8Q: 3 clusters Score -1334555 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1334899.125000 Penalty: 4768.082031
	Iteration 9Q: 3 clusters Score -1334899 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1335237.000000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -1335237 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1335552.875000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -1335553 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1335830.125000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -1335830 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1336053.125000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -1336053 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1336208.000000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -1336208 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1336347.375000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -1336347 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1336451.500000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -1336452 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1336552.625000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -1336553 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1336648.750000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -1336649 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1336722.500000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -1336722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1336797.500000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -1336798 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1336863.625000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -1336864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1336927.875000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -1336928 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1336999.875000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -1337000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1337060.500000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -1337060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1337109.750000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -1337110 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1337155.875000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -1337156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1337198.250000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -1337198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1337237.125000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -1337237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1337267.875000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -1337268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1337310.250000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -1337310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1337344.750000 Penalty: 4768.082031
	Iteration 31Q: 3 clusters Score -1337345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1337378.375000 Penalty: 4768.082031
	Iteration 32Q: 3 clusters Score -1337378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1337406.125000 Penalty: 4768.082031
	Iteration 33Q: 3 clusters Score -1337406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1337436.000000 Penalty: 4768.082031
	Iteration 34Q: 3 clusters Score -1337436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1337462.625000 Penalty: 4768.082031
	Iteration 35Q: 3 clusters Score -1337463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1337478.875000 Penalty: 4768.082031
	Iteration 36Q: 3 clusters Score -1337479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1337488.250000 Penalty: 4768.082031
	Iteration 37Q: 3 clusters Score -1337488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1337501.375000 Penalty: 4768.082031
	Iteration 38Q: 3 clusters Score -1337501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1337509.125000 Penalty: 4768.082031
	Iteration 39Q: 3 clusters Score -1337509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1337518.625000 Penalty: 4768.082031
	Iteration 40F: 3 clusters Score -1337519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1337530.625000 Penalty: 4768.082031
	Iteration 41Q: 3 clusters Score -1337531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1337541.375000 Penalty: 4768.082031
	Iteration 42Q: 3 clusters Score -1337541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1337551.375000 Penalty: 4768.082031
	Iteration 43Q: 3 clusters Score -1337551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1337563.875000 Penalty: 4768.082031
	Iteration 44Q: 3 clusters Score -1337564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1337572.250000 Penalty: 4768.082031
	Iteration 45Q: 3 clusters Score -1337572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1337583.625000 Penalty: 4768.082031
	Iteration 46Q: 3 clusters Score -1337584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1337592.750000 Penalty: 4768.082031
	Iteration 47Q: 3 clusters Score -1337593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1337594.875000 Penalty: 4768.082031
	Iteration 48Q: 3 clusters Score -1337595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1337606.250000 Penalty: 4768.082031
	Iteration 49Q: 3 clusters Score -1337606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1337609.250000 Penalty: 4768.082031
	Iteration 50Q: 3 clusters Score -1337609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1337618.250000 Penalty: 4768.082031
	Iteration 51Q: 3 clusters Score -1337618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1337620.875000 Penalty: 4768.082031
	Iteration 52Q: 3 clusters Score -1337621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1337623.750000 Penalty: 4768.082031
	Iteration 53Q: 3 clusters Score -1337624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1337626.000000 Penalty: 4768.082031
	Iteration 54Q: 3 clusters Score -1337626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1337626.250000 Penalty: 4768.082031
	Iteration 55Q: 3 clusters Score -1337626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1337633.625000 Penalty: 4768.082031
	Iteration 56Q: 3 clusters Score -1337634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1337630.500000 Penalty: 4768.082031
	Iteration 57Q: 3 clusters Score -1337630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1337631.625000 Penalty: 4768.082031
	Iteration 58Q: 3 clusters Score -1337632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1337630.250000 Penalty: 4768.082031
	Iteration 59Q: 3 clusters Score -1337630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1337635.125000 Penalty: 4768.082031
	Iteration 60F: 3 clusters Score -1337635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1337638.375000 Penalty: 4768.082031
	Iteration 61Q: 3 clusters Score -1337638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1337640.750000 Penalty: 4768.082031
	Iteration 62Q: 3 clusters Score -1337641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1337641.000000 Penalty: 4768.082031
	Iteration 63Q: 3 clusters Score -1337641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1337641.625000 Penalty: 4768.082031
	Iteration 64Q: 3 clusters Score -1337642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1337645.250000 Penalty: 4768.082031
	Iteration 65Q: 3 clusters Score -1337645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1337645.125000 Penalty: 4768.082031
	Iteration 66Q: 3 clusters Score -1337645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1337648.000000 Penalty: 4768.082031
	Iteration 67Q: 3 clusters Score -1337648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1337648.000000 Penalty: 4768.082031
	Iteration 68F: 3 clusters Score -1337648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Entering Unmasked Estep 
Score: -13605369.000000 Penalty: 2957.981201
	Iteration 0F: 2 clusters Score -1.360537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -13503923.000000 Penalty: 5915.962402
	Iteration 0F: 3 clusters Score -1.350392e+07 nChanged 72186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -13545163.000000 Penalty: 5915.962402
	Iteration 1F: 3 clusters Score -1.354516e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -13546185.000000 Penalty: 5915.962402
	Iteration 2Q: 3 clusters Score -1.354618e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -13547316.000000 Penalty: 5915.962402
	Iteration 3Q: 3 clusters Score -1.354732e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -13548830.000000 Penalty: 5915.962402
	Iteration 4Q: 3 clusters Score -1.354883e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -13551081.000000 Penalty: 5915.962402
	Iteration 5Q: 3 clusters Score -1.355108e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -13554491.000000 Penalty: 5915.962402
	Iteration 6Q: 3 clusters Score -1.355449e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -13559404.000000 Penalty: 5915.962402
	Iteration 7F: 3 clusters Score -1.35594e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -13565614.000000 Penalty: 5915.962402
	Iteration 8F: 3 clusters Score -1.356561e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -13572413.000000 Penalty: 5915.962402
	Iteration 9F: 3 clusters Score -1.357241e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -13579302.000000 Penalty: 5915.962402
	Iteration 10F: 3 clusters Score -1.35793e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -13585180.000000 Penalty: 5915.962402
	Iteration 11F: 3 clusters Score -1.358518e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -13589630.000000 Penalty: 5915.962402
	Iteration 12Q: 3 clusters Score -1.358963e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133394 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -13592843.000000 Penalty: 5915.962402
	Iteration 13Q: 3 clusters Score -1.359284e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136673 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -13595218.000000 Penalty: 5915.962402
	Iteration 14Q: 3 clusters Score -1.359522e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139323 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -13596955.000000 Penalty: 5915.962402
	Iteration 15Q: 3 clusters Score -1.359696e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -13598345.000000 Penalty: 5915.962402
	Iteration 16Q: 3 clusters Score -1.359834e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -13599519.000000 Penalty: 5915.962402
	Iteration 17Q: 3 clusters Score -1.359952e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -13600446.000000 Penalty: 5915.962402
	Iteration 18Q: 3 clusters Score -1.360045e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -13601218.000000 Penalty: 5915.962402
	Iteration 19Q: 3 clusters Score -1.360122e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146773 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -13601695.000000 Penalty: 5915.962402
	Iteration 20F: 3 clusters Score -1.36017e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -13601968.000000 Penalty: 5915.962402
	Iteration 21Q: 3 clusters Score -1.360197e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -13602186.000000 Penalty: 5915.962402
	Iteration 22Q: 3 clusters Score -1.360219e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -13602349.000000 Penalty: 5915.962402
	Iteration 23Q: 3 clusters Score -1.360235e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -13602471.000000 Penalty: 5915.962402
	Iteration 24Q: 3 clusters Score -1.360247e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13602605.000000 Penalty: 5915.962402
	Iteration 25Q: 3 clusters Score -1.36026e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149148 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -13602700.000000 Penalty: 5915.962402
	Iteration 26Q: 3 clusters Score -1.36027e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13602751.000000 Penalty: 5915.962402
	Iteration 27Q: 3 clusters Score -1.360275e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13602784.000000 Penalty: 5915.962402
	Iteration 28Q: 3 clusters Score -1.360278e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149551 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -13602827.000000 Penalty: 5915.962402
	Iteration 29Q: 3 clusters Score -1.360283e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13602844.000000 Penalty: 5915.962402
	Iteration 30Q: 3 clusters Score -1.360284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149674 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13602862.000000 Penalty: 5915.962402
	Iteration 31Q: 3 clusters Score -1.360286e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149711 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13602865.000000 Penalty: 5915.962402
	Iteration 32Q: 3 clusters Score -1.360286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -13602880.000000 Penalty: 5915.962402
	Iteration 33Q: 3 clusters Score -1.360288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13602879.000000 Penalty: 5915.962402
	Iteration 34Q: 3 clusters Score -1.360288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13602908.000000 Penalty: 5915.962402
	Iteration 35Q: 3 clusters Score -1.360291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13602903.000000 Penalty: 5915.962402
	Iteration 36Q: 3 clusters Score -1.36029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13602913.000000 Penalty: 5915.962402
	Iteration 37Q: 3 clusters Score -1.360291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13602943.000000 Penalty: 5915.962402
	Iteration 38Q: 3 clusters Score -1.360294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13602955.000000 Penalty: 5915.962402
	Iteration 39Q: 3 clusters Score -1.360296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13602965.000000 Penalty: 5915.962402
	Iteration 40F: 3 clusters Score -1.360296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149950 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13602988.000000 Penalty: 5915.962402
	Iteration 41Q: 3 clusters Score -1.360299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149968 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13602993.000000 Penalty: 5915.962402
	Iteration 42Q: 3 clusters Score -1.360299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13602999.000000 Penalty: 5915.962402
	Iteration 43Q: 3 clusters Score -1.3603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149989 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13602998.000000 Penalty: 5915.962402
	Iteration 44Q: 3 clusters Score -1.3603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149996 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13602978.000000 Penalty: 5915.962402
	Iteration 45Q: 3 clusters Score -1.360298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13602991.000000 Penalty: 5915.962402
	Iteration 46Q: 3 clusters Score -1.360299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13603004.000000 Penalty: 5915.962402
	Iteration 47Q: 3 clusters Score -1.3603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13603004.000000 Penalty: 5915.962402
	Iteration 48Q: 3 clusters Score -1.3603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150019 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -13602997.000000 Penalty: 5915.962402
	Iteration 49Q: 3 clusters Score -1.3603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13602999.000000 Penalty: 5915.962402
	Iteration 50Q: 3 clusters Score -1.3603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13602998.000000 Penalty: 5915.962402
	Iteration 51Q: 3 clusters Score -1.3603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13602996.000000 Penalty: 5915.962402
	Iteration 52Q: 3 clusters Score -1.3603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13602996.000000 Penalty: 5915.962402
	Iteration 53F: 3 clusters Score -1.3603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Entering Unmasked Estep 
Score: -213156.671875 Penalty: 1950.852051
	Iteration 0F: 2 clusters Score -213156.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -210160.734375 Penalty: 3901.704102
	Iteration 0F: 3 clusters Score -210160.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -210763.796875 Penalty: 3901.704102
	Iteration 1F: 3 clusters Score -210763.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -210941.593750 Penalty: 3901.704102
	Iteration 2F: 3 clusters Score -210941.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -211039.015625 Penalty: 3901.704102
	Iteration 3F: 3 clusters Score -211039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -211119.500000 Penalty: 3901.704102
	Iteration 4Q: 3 clusters Score -211119.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -211170.515625 Penalty: 3901.704102
	Iteration 5Q: 3 clusters Score -211170.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211214.718750 Penalty: 3901.704102
	Iteration 6Q: 3 clusters Score -211214.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211243.656250 Penalty: 3901.704102
	Iteration 7Q: 3 clusters Score -211243.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211280.000000 Penalty: 3901.704102
	Iteration 8Q: 3 clusters Score -211280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -211315.718750 Penalty: 3901.704102
	Iteration 9Q: 3 clusters Score -211315.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211359.203125 Penalty: 3901.704102
	Iteration 10Q: 3 clusters Score -211359.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -211403.656250 Penalty: 3901.704102
	Iteration 11Q: 3 clusters Score -211403.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -211446.671875 Penalty: 3901.704102
	Iteration 12Q: 3 clusters Score -211446.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -211487.734375 Penalty: 3901.704102
	Iteration 13Q: 3 clusters Score -211487.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -211533.609375 Penalty: 3901.704102
	Iteration 14Q: 3 clusters Score -211533.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -211578.062500 Penalty: 3901.704102
	Iteration 15Q: 3 clusters Score -211578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -211632.453125 Penalty: 3901.704102
	Iteration 16Q: 3 clusters Score -211632.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -211702.578125 Penalty: 3901.704102
	Iteration 17Q: 3 clusters Score -211702.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -211780.484375 Penalty: 3901.704102
	Iteration 18Q: 3 clusters Score -211780.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -211864.796875 Penalty: 3901.704102
	Iteration 19Q: 3 clusters Score -211864.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -211947.640625 Penalty: 3901.704102
	Iteration 20F: 3 clusters Score -211947.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -212013.406250 Penalty: 3901.704102
	Iteration 21Q: 3 clusters Score -212013.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212050.593750 Penalty: 3901.704102
	Iteration 22Q: 3 clusters Score -212050.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212069.562500 Penalty: 3901.704102
	Iteration 23Q: 3 clusters Score -212069.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212082.609375 Penalty: 3901.704102
	Iteration 24Q: 3 clusters Score -212082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -212094.062500 Penalty: 3901.704102
	Iteration 25Q: 3 clusters Score -212094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -212101.328125 Penalty: 3901.704102
	Iteration 26Q: 3 clusters Score -212101.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -212107.078125 Penalty: 3901.704102
	Iteration 27Q: 3 clusters Score -212107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -212108.984375 Penalty: 3901.704102
	Iteration 28Q: 3 clusters Score -212109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -212113.015625 Penalty: 3901.704102
	Iteration 29Q: 3 clusters Score -212113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -212117.312500 Penalty: 3901.704102
	Iteration 30Q: 3 clusters Score -212117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -212120.125000 Penalty: 3901.704102
	Iteration 31Q: 3 clusters Score -212120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -212122.484375 Penalty: 3901.704102
	Iteration 32Q: 3 clusters Score -212122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -212124.140625 Penalty: 3901.704102
	Iteration 33Q: 3 clusters Score -212124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -212124.140625 Penalty: 3901.704102
	Iteration 34F: 3 clusters Score -212124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -219940.453125 Penalty: 1958.806030
	Iteration 0F: 2 clusters Score -219940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -216861.796875 Penalty: 3917.612061
	Iteration 0F: 3 clusters Score -216861.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -217579.859375 Penalty: 3917.612061
	Iteration 1F: 3 clusters Score -217579.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -217915.390625 Penalty: 3917.612061
	Iteration 2F: 3 clusters Score -217915.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -218328.734375 Penalty: 3917.612061
	Iteration 3F: 3 clusters Score -218328.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -218697.312500 Penalty: 3917.612061
	Iteration 4F: 3 clusters Score -218697.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -218986.484375 Penalty: 3917.612061
	Iteration 5F: 3 clusters Score -218986.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -219227.875000 Penalty: 3917.612061
	Iteration 6F: 3 clusters Score -219227.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -219372.562500 Penalty: 3917.612061
	Iteration 7Q: 3 clusters Score -219372.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -219441.312500 Penalty: 3917.612061
	Iteration 8Q: 3 clusters Score -219441.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -219489.296875 Penalty: 3917.612061
	Iteration 9Q: 3 clusters Score -219489.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -219514.781250 Penalty: 3917.612061
	Iteration 10Q: 3 clusters Score -219514.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -219528.640625 Penalty: 3917.612061
	Iteration 11Q: 3 clusters Score -219528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -219536.812500 Penalty: 3917.612061
	Iteration 12Q: 3 clusters Score -219536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -219544.593750 Penalty: 3917.612061
	Iteration 13Q: 3 clusters Score -219544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -219547.281250 Penalty: 3917.612061
	Iteration 14Q: 3 clusters Score -219547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -219549.312500 Penalty: 3917.612061
	Iteration 15Q: 3 clusters Score -219549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -219549.968750 Penalty: 3917.612061
	Iteration 16Q: 3 clusters Score -219550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -219549.968750 Penalty: 3917.612061
	Iteration 17F: 3 clusters Score -219550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93904 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427324 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62206 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151349 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479232.000000 Penalty: 120993.679688
Iteration 279Q: 35 clusters Score -1.464792e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93904 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427323 members 
Mstep: Class 8 contains 68685 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151347 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479328.000000 Penalty: 120993.679688
Iteration 280F: 35 clusters Score -1.464793e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37383 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93905 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427324 members 
Mstep: Class 8 contains 68684 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205221 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151346 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479296.000000 Penalty: 120993.679688
Iteration 281Q: 35 clusters Score -1.464793e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37384 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93905 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427325 members 
Mstep: Class 8 contains 68681 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205222 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151346 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479328.000000 Penalty: 120993.679688
Iteration 282Q: 35 clusters Score -1.464793e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37384 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93904 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427327 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205225 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151345 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479360.000000 Penalty: 120993.679688
Iteration 283Q: 35 clusters Score -1.464794e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37385 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427328 members 
Mstep: Class 8 contains 68678 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24669 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205224 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151345 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479328.000000 Penalty: 120993.679688
Iteration 284Q: 35 clusters Score -1.464793e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202222 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68674 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62205 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205224 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151345 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479344.000000 Penalty: 120993.679688
Iteration 285Q: 35 clusters Score -1.464793e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37385 members 
Mstep: Class 3 contains 202222 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205224 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151345 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479312.000000 Penalty: 120993.679688
Iteration 286Q: 35 clusters Score -1.464793e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202222 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205223 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151344 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479312.000000 Penalty: 120993.679688
Iteration 287Q: 35 clusters Score -1.464793e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202223 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68676 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205223 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151344 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479312.000000 Penalty: 120993.679688
Iteration 288Q: 35 clusters Score -1.464793e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205223 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151344 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479296.000000 Penalty: 120993.679688
Iteration 289Q: 35 clusters Score -1.464793e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205223 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151344 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146479296.000000 Penalty: 120993.679688
Iteration 290F: 35 clusters Score -1.464793e+08 nChanged 0
Entering ConstructFrom: 
Score: -146479296.000000 Penalty: 120993.679688
Entering ConstructFrom: 
Trying to split cluster 1 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -422613.843750 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -422613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -418485.968750 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -418486 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -419427.437500 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -419427.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -419570.031250 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -419570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -419652.968750 Penalty: 4158.409668
	Iteration 3Q: 3 clusters Score -419653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -419702.593750 Penalty: 4158.409668
	Iteration 4Q: 3 clusters Score -419702.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -419744.687500 Penalty: 4158.409668
	Iteration 5Q: 3 clusters Score -419744.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -419774.031250 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -419774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -419802.625000 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -419802.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -419827.187500 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -419827.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -419849.843750 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -419849.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -419871.468750 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -419871.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -419893.437500 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -419893.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -419907.031250 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -419907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -419918.625000 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -419918.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -419930.125000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -419930.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -419944.218750 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -419944.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -419957.718750 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -419957.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -419966.968750 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -419967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -419975.062500 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -419975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -419979.500000 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -419979.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -419985.062500 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -419985.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419990.312500 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -419990.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -419994.125000 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -419994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -419995.937500 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -419995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -419999.718750 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -419999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -420000.500000 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -420000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -420002.156250 Penalty: 4158.409668
	Iteration 26Q: 3 clusters Score -420002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -420002.375000 Penalty: 4158.409668
	Iteration 27Q: 3 clusters Score -420002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -420004.625000 Penalty: 4158.409668
	Iteration 28Q: 3 clusters Score -420004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -420004.031250 Penalty: 4158.409668
	Iteration 29Q: 3 clusters Score -420004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -420005.343750 Penalty: 4158.409668
	Iteration 30Q: 3 clusters Score -420005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -420006.062500 Penalty: 4158.409668
	Iteration 31Q: 3 clusters Score -420006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -420007.531250 Penalty: 4158.409668
	Iteration 32Q: 3 clusters Score -420007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -420009.593750 Penalty: 4158.409668
	Iteration 33Q: 3 clusters Score -420009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -420009.875000 Penalty: 4158.409668
	Iteration 34Q: 3 clusters Score -420009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -420013.031250 Penalty: 4158.409668
	Iteration 35Q: 3 clusters Score -420013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -420013.187500 Penalty: 4158.409668
	Iteration 36Q: 3 clusters Score -420013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -420014.218750 Penalty: 4158.409668
	Iteration 37Q: 3 clusters Score -420014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -420014.562500 Penalty: 4158.409668
	Iteration 38Q: 3 clusters Score -420014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -420014.437500 Penalty: 4158.409668
	Iteration 39Q: 3 clusters Score -420014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -420014.250000 Penalty: 4158.409668
	Iteration 40F: 3 clusters Score -420014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Entering Unmasked Estep 
Score: -3219803.000000 Penalty: 2611.204834
	Iteration 0F: 2 clusters Score -3219803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3194285.000000 Penalty: 5222.409668
	Iteration 0F: 3 clusters Score -3194285 nChanged 17080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3203645.750000 Penalty: 5222.409668
	Iteration 1F: 3 clusters Score -3203646 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3204267.750000 Penalty: 5222.409668
	Iteration 2Q: 3 clusters Score -3204268 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3205011.000000 Penalty: 5222.409668
	Iteration 3Q: 3 clusters Score -3205011 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3205981.250000 Penalty: 5222.409668
	Iteration 4Q: 3 clusters Score -3205981 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3207338.000000 Penalty: 5222.409668
	Iteration 5F: 3 clusters Score -3207338 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3208951.750000 Penalty: 5222.409668
	Iteration 6F: 3 clusters Score -3208952 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3210632.750000 Penalty: 5222.409668
	Iteration 7F: 3 clusters Score -3210633 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3212195.750000 Penalty: 5222.409668
	Iteration 8F: 3 clusters Score -3212196 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3213451.500000 Penalty: 5222.409668
	Iteration 9F: 3 clusters Score -3213452 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3214351.750000 Penalty: 5222.409668
	Iteration 10Q: 3 clusters Score -3214352 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3214961.500000 Penalty: 5222.409668
	Iteration 11Q: 3 clusters Score -3214962 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3215423.500000 Penalty: 5222.409668
	Iteration 12Q: 3 clusters Score -3215424 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3215838.250000 Penalty: 5222.409668
	Iteration 13Q: 3 clusters Score -3215838 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3216259.250000 Penalty: 5222.409668
	Iteration 14Q: 3 clusters Score -3216259 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3216714.000000 Penalty: 5222.409668
	Iteration 15Q: 3 clusters Score -3216714 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3217066.500000 Penalty: 5222.409668
	Iteration 16Q: 3 clusters Score -3217066 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3217350.750000 Penalty: 5222.409668
	Iteration 17Q: 3 clusters Score -3217351 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3217560.750000 Penalty: 5222.409668
	Iteration 18Q: 3 clusters Score -3217561 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3217697.000000 Penalty: 5222.409668
	Iteration 19Q: 3 clusters Score -3217697 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3217789.250000 Penalty: 5222.409668
	Iteration 20F: 3 clusters Score -3217789 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3217846.750000 Penalty: 5222.409668
	Iteration 21Q: 3 clusters Score -3217847 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3217894.750000 Penalty: 5222.409668
	Iteration 22Q: 3 clusters Score -3217895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -3217923.250000 Penalty: 5222.409668
	Iteration 23Q: 3 clusters Score -3217923 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -3217952.750000 Penalty: 5222.409668
	Iteration 24Q: 3 clusters Score -3217953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3217977.250000 Penalty: 5222.409668
	Iteration 25Q: 3 clusters Score -3217977 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -3217998.250000 Penalty: 5222.409668
	Iteration 26Q: 3 clusters Score -3217998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3218019.750000 Penalty: 5222.409668
	Iteration 27Q: 3 clusters Score -3218020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3218034.250000 Penalty: 5222.409668
	Iteration 28Q: 3 clusters Score -3218034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3218039.500000 Penalty: 5222.409668
	Iteration 29Q: 3 clusters Score -3218040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -3218048.750000 Penalty: 5222.409668
	Iteration 30Q: 3 clusters Score -3218049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3218065.250000 Penalty: 5222.409668
	Iteration 31Q: 3 clusters Score -3218065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -3218079.750000 Penalty: 5222.409668
	Iteration 32Q: 3 clusters Score -3218080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3218089.000000 Penalty: 5222.409668
	Iteration 33Q: 3 clusters Score -3218089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -3218090.000000 Penalty: 5222.409668
	Iteration 34Q: 3 clusters Score -3218090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3218089.250000 Penalty: 5222.409668
	Iteration 35Q: 3 clusters Score -3218089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3218094.250000 Penalty: 5222.409668
	Iteration 36Q: 3 clusters Score -3218094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3218095.750000 Penalty: 5222.409668
	Iteration 37Q: 3 clusters Score -3218096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3218100.000000 Penalty: 5222.409668
	Iteration 38Q: 3 clusters Score -3218100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3218104.250000 Penalty: 5222.409668
	Iteration 39Q: 3 clusters Score -3218104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3218110.000000 Penalty: 5222.409668
	Iteration 40F: 3 clusters Score -3218110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -3218108.500000 Penalty: 5222.409668
	Iteration 41Q: 3 clusters Score -3218108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -3218113.000000 Penalty: 5222.409668
	Iteration 42Q: 3 clusters Score -3218113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3218112.250000 Penalty: 5222.409668
	Iteration 43Q: 3 clusters Score -3218112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -3218104.500000 Penalty: 5222.409668
	Iteration 44Q: 3 clusters Score -3218104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3218112.000000 Penalty: 5222.409668
	Iteration 45Q: 3 clusters Score -3218112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -3218118.500000 Penalty: 5222.409668
	Iteration 46Q: 3 clusters Score -3218118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3218112.750000 Penalty: 5222.409668
	Iteration 47Q: 3 clusters Score -3218113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3218115.750000 Penalty: 5222.409668
	Iteration 48Q: 3 clusters Score -3218116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3218109.000000 Penalty: 5222.409668
	Iteration 49Q: 3 clusters Score -3218109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3218109.000000 Penalty: 5222.409668
	Iteration 50Q: 3 clusters Score -3218109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3218106.000000 Penalty: 5222.409668
	Iteration 51Q: 3 clusters Score -3218106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3218109.000000 Penalty: 5222.409668
	Iteration 52Q: 3 clusters Score -3218109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -3218112.500000 Penalty: 5222.409668
	Iteration 53Q: 3 clusters Score -3218112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -3218113.750000 Penalty: 5222.409668
	Iteration 54Q: 3 clusters Score -3218114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -3218117.000000 Penalty: 5222.409668
	Iteration 55Q: 3 clusters Score -3218117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3218120.250000 Penalty: 5222.409668
	Iteration 56Q: 3 clusters Score -3218120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -3218122.750000 Penalty: 5222.409668
	Iteration 57Q: 3 clusters Score -3218123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3218117.500000 Penalty: 5222.409668
	Iteration 58Q: 3 clusters Score -3218118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -3218114.750000 Penalty: 5222.409668
	Iteration 59Q: 3 clusters Score -3218115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3218113.750000 Penalty: 5222.409668
	Iteration 60F: 3 clusters Score -3218114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3218115.750000 Penalty: 5222.409668
	Iteration 61Q: 3 clusters Score -3218116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -3218115.750000 Penalty: 5222.409668
	Iteration 62Q: 3 clusters Score -3218116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3218121.000000 Penalty: 5222.409668
	Iteration 63Q: 3 clusters Score -3218121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3218121.000000 Penalty: 5222.409668
	Iteration 64Q: 3 clusters Score -3218121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3218119.500000 Penalty: 5222.409668
	Iteration 65Q: 3 clusters Score -3218120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3218119.500000 Penalty: 5222.409668
	Iteration 66F: 3 clusters Score -3218120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202224 members 
Entering Unmasked Estep 
Score: -17773310.000000 Penalty: 3029.848633
	Iteration 0F: 2 clusters Score -1.777331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -17637708.000000 Penalty: 6059.697266
	Iteration 0F: 3 clusters Score -1.763771e+07 nChanged 97189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -17694022.000000 Penalty: 6059.697266
	Iteration 1F: 3 clusters Score -1.769402e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -17694952.000000 Penalty: 6059.697266
	Iteration 2Q: 3 clusters Score -1.769495e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -17695932.000000 Penalty: 6059.697266
	Iteration 3Q: 3 clusters Score -1.769593e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -17697342.000000 Penalty: 6059.697266
	Iteration 4Q: 3 clusters Score -1.769734e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 116249 members 
Entering Unmasked Estep 
Score: -17699534.000000 Penalty: 6059.697266
	Iteration 5Q: 3 clusters Score -1.769953e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -17703468.000000 Penalty: 6059.697266
	Iteration 6Q: 3 clusters Score -1.770347e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -17710676.000000 Penalty: 6059.697266
	Iteration 7F: 3 clusters Score -1.771068e+07 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -17722454.000000 Penalty: 6059.697266
	Iteration 8F: 3 clusters Score -1.772245e+07 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -17738560.000000 Penalty: 6059.697266
	Iteration 9F: 3 clusters Score -1.773856e+07 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 184615 members 
Entering Unmasked Estep 
Score: -17754174.000000 Penalty: 6059.697266
	Iteration 10F: 3 clusters Score -1.775417e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 194698 members 
Entering Unmasked Estep 
Score: -17763848.000000 Penalty: 6059.697266
	Iteration 11Q: 3 clusters Score -1.776385e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 199434 members 
Entering Unmasked Estep 
Score: -17768322.000000 Penalty: 6059.697266
	Iteration 12Q: 3 clusters Score -1.776832e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 201136 members 
Entering Unmasked Estep 
Score: -17769890.000000 Penalty: 6059.697266
	Iteration 13Q: 3 clusters Score -1.776989e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 201631 members 
Entering Unmasked Estep 
Score: -17770330.000000 Penalty: 6059.697266
	Iteration 14Q: 3 clusters Score -1.777033e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 201763 members 
Entering Unmasked Estep 
Score: -17770534.000000 Penalty: 6059.697266
	Iteration 15Q: 3 clusters Score -1.777053e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 201809 members 
Entering Unmasked Estep 
Score: -17770644.000000 Penalty: 6059.697266
	Iteration 16Q: 3 clusters Score -1.777064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 201832 members 
Entering Unmasked Estep 
Score: -17770722.000000 Penalty: 6059.697266
	Iteration 17Q: 3 clusters Score -1.777072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 201851 members 
Entering Unmasked Estep 
Score: -17770756.000000 Penalty: 6059.697266
	Iteration 18Q: 3 clusters Score -1.777076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 201853 members 
Entering Unmasked Estep 
Score: -17770778.000000 Penalty: 6059.697266
	Iteration 19Q: 3 clusters Score -1.777078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 201859 members 
Entering Unmasked Estep 
Score: -17770802.000000 Penalty: 6059.697266
	Iteration 20F: 3 clusters Score -1.77708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201866 members 
Entering Unmasked Estep 
Score: -17770806.000000 Penalty: 6059.697266
	Iteration 21Q: 3 clusters Score -1.777081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 201874 members 
Entering Unmasked Estep 
Score: -17770828.000000 Penalty: 6059.697266
	Iteration 22Q: 3 clusters Score -1.777083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 201880 members 
Entering Unmasked Estep 
Score: -17770860.000000 Penalty: 6059.697266
	Iteration 23Q: 3 clusters Score -1.777086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201876 members 
Entering Unmasked Estep 
Score: -17770854.000000 Penalty: 6059.697266
	Iteration 24Q: 3 clusters Score -1.777085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 201872 members 
Entering Unmasked Estep 
Score: -17770858.000000 Penalty: 6059.697266
	Iteration 25Q: 3 clusters Score -1.777086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 201871 members 
Entering Unmasked Estep 
Score: -17770850.000000 Penalty: 6059.697266
	Iteration 26Q: 3 clusters Score -1.777085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 201872 members 
Entering Unmasked Estep 
Score: -17770850.000000 Penalty: 6059.697266
	Iteration 27Q: 3 clusters Score -1.777085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 201874 members 
Entering Unmasked Estep 
Score: -17770860.000000 Penalty: 6059.697266
	Iteration 28Q: 3 clusters Score -1.777086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 201875 members 
Entering Unmasked Estep 
Score: -17770862.000000 Penalty: 6059.697266
	Iteration 29Q: 3 clusters Score -1.777086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 201877 members 
Entering Unmasked Estep 
Score: -17770870.000000 Penalty: 6059.697266
	Iteration 30Q: 3 clusters Score -1.777087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201876 members 
Entering Unmasked Estep 
Score: -17770860.000000 Penalty: 6059.697266
	Iteration 31Q: 3 clusters Score -1.777086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 201875 members 
Entering Unmasked Estep 
Score: -17770866.000000 Penalty: 6059.697266
	Iteration 32Q: 3 clusters Score -1.777087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 201875 members 
Entering Unmasked Estep 
Score: -17770866.000000 Penalty: 6059.697266
	Iteration 33F: 3 clusters Score -1.777087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Entering Unmasked Estep 
Score: -3540005.000000 Penalty: 2620.354004
	Iteration 0F: 2 clusters Score -3540005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3513510.500000 Penalty: 5240.708008
	Iteration 0F: 3 clusters Score -3513510 nChanged 17886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3523229.000000 Penalty: 5240.708008
	Iteration 1F: 3 clusters Score -3523229 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3523728.500000 Penalty: 5240.708008
	Iteration 2Q: 3 clusters Score -3523728 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3524120.000000 Penalty: 5240.708008
	Iteration 3Q: 3 clusters Score -3524120 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3524476.750000 Penalty: 5240.708008
	Iteration 4Q: 3 clusters Score -3524477 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3524787.750000 Penalty: 5240.708008
	Iteration 5Q: 3 clusters Score -3524788 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3525121.250000 Penalty: 5240.708008
	Iteration 6Q: 3 clusters Score -3525121 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3525504.000000 Penalty: 5240.708008
	Iteration 7Q: 3 clusters Score -3525504 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3526048.250000 Penalty: 5240.708008
	Iteration 8Q: 3 clusters Score -3526048 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3526863.500000 Penalty: 5240.708008
	Iteration 9Q: 3 clusters Score -3526864 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3528163.250000 Penalty: 5240.708008
	Iteration 10F: 3 clusters Score -3528163 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3529992.250000 Penalty: 5240.708008
	Iteration 11F: 3 clusters Score -3529992 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3532228.750000 Penalty: 5240.708008
	Iteration 12F: 3 clusters Score -3532229 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3534352.000000 Penalty: 5240.708008
	Iteration 13F: 3 clusters Score -3534352 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3535841.250000 Penalty: 5240.708008
	Iteration 14Q: 3 clusters Score -3535841 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3536703.000000 Penalty: 5240.708008
	Iteration 15Q: 3 clusters Score -3536703 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3537149.750000 Penalty: 5240.708008
	Iteration 16Q: 3 clusters Score -3537150 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3537378.750000 Penalty: 5240.708008
	Iteration 17Q: 3 clusters Score -3537379 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3537509.000000 Penalty: 5240.708008
	Iteration 18Q: 3 clusters Score -3537509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3537587.750000 Penalty: 5240.708008
	Iteration 19Q: 3 clusters Score -3537588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3537634.000000 Penalty: 5240.708008
	Iteration 20F: 3 clusters Score -3537634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3537680.750000 Penalty: 5240.708008
	Iteration 21Q: 3 clusters Score -3537681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3537716.000000 Penalty: 5240.708008
	Iteration 22Q: 3 clusters Score -3537716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3537750.500000 Penalty: 5240.708008
	Iteration 23Q: 3 clusters Score -3537750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3537762.750000 Penalty: 5240.708008
	Iteration 24Q: 3 clusters Score -3537763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3537766.750000 Penalty: 5240.708008
	Iteration 25Q: 3 clusters Score -3537767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3537778.000000 Penalty: 5240.708008
	Iteration 26Q: 3 clusters Score -3537778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3537780.750000 Penalty: 5240.708008
	Iteration 27Q: 3 clusters Score -3537781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3537789.000000 Penalty: 5240.708008
	Iteration 28Q: 3 clusters Score -3537789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3537793.500000 Penalty: 5240.708008
	Iteration 29Q: 3 clusters Score -3537794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3537798.500000 Penalty: 5240.708008
	Iteration 30Q: 3 clusters Score -3537798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3537801.000000 Penalty: 5240.708008
	Iteration 31Q: 3 clusters Score -3537801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3537805.750000 Penalty: 5240.708008
	Iteration 32Q: 3 clusters Score -3537806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3537805.750000 Penalty: 5240.708008
	Iteration 33Q: 3 clusters Score -3537806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3537812.000000 Penalty: 5240.708008
	Iteration 34Q: 3 clusters Score -3537812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3537812.000000 Penalty: 5240.708008
	Iteration 35F: 3 clusters Score -3537812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Entering Unmasked Estep 
Score: -8425616.000000 Penalty: 2839.604492
	Iteration 0F: 2 clusters Score -8425616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -8362481.500000 Penalty: 5679.208984
	Iteration 0F: 3 clusters Score -8362482 nChanged 44417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -8387815.000000 Penalty: 5679.208984
	Iteration 1F: 3 clusters Score -8387815 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -8388678.000000 Penalty: 5679.208984
	Iteration 2Q: 3 clusters Score -8388678 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -8389765.000000 Penalty: 5679.208984
	Iteration 3Q: 3 clusters Score -8389765 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -8391517.000000 Penalty: 5679.208984
	Iteration 4Q: 3 clusters Score -8391517 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -8394114.000000 Penalty: 5679.208984
	Iteration 5Q: 3 clusters Score -8394114 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -8397667.000000 Penalty: 5679.208984
	Iteration 6F: 3 clusters Score -8397667 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -8402331.000000 Penalty: 5679.208984
	Iteration 7F: 3 clusters Score -8402331 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -8407776.000000 Penalty: 5679.208984
	Iteration 8F: 3 clusters Score -8407776 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -8412619.000000 Penalty: 5679.208984
	Iteration 9F: 3 clusters Score -8412619 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8415561.000000 Penalty: 5679.208984
	Iteration 10F: 3 clusters Score -8415561 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -8416953.000000 Penalty: 5679.208984
	Iteration 11Q: 3 clusters Score -8416953 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8417515.000000 Penalty: 5679.208984
	Iteration 12Q: 3 clusters Score -8417515 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -8417812.000000 Penalty: 5679.208984
	Iteration 13Q: 3 clusters Score -8417812 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8417953.000000 Penalty: 5679.208984
	Iteration 14Q: 3 clusters Score -8417953 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8418053.000000 Penalty: 5679.208984
	Iteration 15Q: 3 clusters Score -8418053 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8418168.000000 Penalty: 5679.208984
	Iteration 16Q: 3 clusters Score -8418168 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -8418290.000000 Penalty: 5679.208984
	Iteration 17Q: 3 clusters Score -8418290 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8418351.000000 Penalty: 5679.208984
	Iteration 18Q: 3 clusters Score -8418351 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8418450.000000 Penalty: 5679.208984
	Iteration 19Q: 3 clusters Score -8418450 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8418529.000000 Penalty: 5679.208984
	Iteration 20F: 3 clusters Score -8418529 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8418559.000000 Penalty: 5679.208984
	Iteration 21Q: 3 clusters Score -8418559 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -8418573.000000 Penalty: 5679.208984
	Iteration 22Q: 3 clusters Score -8418573 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8418600.000000 Penalty: 5679.208984
	Iteration 23Q: 3 clusters Score -8418600 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8418653.000000 Penalty: 5679.208984
	Iteration 24Q: 3 clusters Score -8418653 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -8418673.000000 Penalty: 5679.208984
	Iteration 25Q: 3 clusters Score -8418673 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -8418709.000000 Penalty: 5679.208984
	Iteration 26Q: 3 clusters Score -8418709 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -8418783.000000 Penalty: 5679.208984
	Iteration 27Q: 3 clusters Score -8418783 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8418838.000000 Penalty: 5679.208984
	Iteration 28Q: 3 clusters Score -8418838 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -8418836.000000 Penalty: 5679.208984
	Iteration 29Q: 3 clusters Score -8418836 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -8418851.000000 Penalty: 5679.208984
	Iteration 30Q: 3 clusters Score -8418851 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -8418903.000000 Penalty: 5679.208984
	Iteration 31Q: 3 clusters Score -8418903 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -8418906.000000 Penalty: 5679.208984
	Iteration 32Q: 3 clusters Score -8418906 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -8418921.000000 Penalty: 5679.208984
	Iteration 33Q: 3 clusters Score -8418921 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8418933 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8418932 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8418933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8418924 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8418955 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8418976 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8418981 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8418998 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8419029 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8419066 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8419063 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8419108 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8419146 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8419176 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8419203 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -8419231.000000 Penalty: 5679.208984
	Iteration 49Q: 3 clusters Score -8419231 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8419299 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8419316 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8419367 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8419371 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8419394 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8419435 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8419473 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8419496 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -8419491.000000 Penalty: 5679.208984
	Iteration 58Q: 3 clusters Score -8419491 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8419510 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8419533 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8419586 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8419615 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8419654 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8419657 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8419686 nChanged 407
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8419721 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8419747 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8419816 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8419858 nChanged 466
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8419924 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8419981 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8420066 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8420101 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8420225 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8420304 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8420390 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8420478 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8420554 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8420639 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8420703.000000 Penalty: 5679.208984
	Iteration 80F: 3 clusters Score -8420703 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8420770 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8420897 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8420927 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8421053 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8421145 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8421214 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8421293 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8421387 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8421478 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8421535 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8421664 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8421781 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8421891 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8422021 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8422148 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -8422235.000000 Penalty: 5679.208984
	Iteration 96Q: 3 clusters Score -8422235 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8422336 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8422406 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8422503 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8422615 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8422655 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8422728 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8422791 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8422848 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8422923 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8422989 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8423035 nChanged 276
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Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8423083 nChanged 257
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Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8423124 nChanged 271
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Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -8423159.000000 Penalty: 5679.208984
	Iteration 110Q: 3 clusters Score -8423159 nChanged 243
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Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8423220 nChanged 240
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Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8423267 nChanged 211
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Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8423248 nChanged 204
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Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8423296 nChanged 182
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Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8423338 nChanged 157
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Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8423362.000000 Penalty: 5679.208984
	Iteration 116Q: 3 clusters Score -8423362 nChanged 169
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Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8423395.000000 Penalty: 5679.208984
	Iteration 117Q: 3 clusters Score -8423395 nChanged 172
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Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -8423412.000000 Penalty: 5679.208984
	Iteration 118Q: 3 clusters Score -8423412 nChanged 192
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Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8423445 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8423471 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8423496 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8423542.000000 Penalty: 5679.208984
	Iteration 122Q: 3 clusters Score -8423542 nChanged 146
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Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8423568 nChanged 155
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Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -8423602.000000 Penalty: 5679.208984
	Iteration 124Q: 3 clusters Score -8423602 nChanged 158
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Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8423643.000000 Penalty: 5679.208984
	Iteration 125Q: 3 clusters Score -8423643 nChanged 132
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Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8423676.000000 Penalty: 5679.208984
	Iteration 126Q: 3 clusters Score -8423676 nChanged 126
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Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8423690 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8423711 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8423714 nChanged 103
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Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8423717 nChanged 97
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Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8423733 nChanged 88
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Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 4420 members 
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	Iteration 132Q: 3 clusters Score -8423754 nChanged 70
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Mstep: Class 2 contains 4350 members 
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	Iteration 133Q: 3 clusters Score -8423763 nChanged 61
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	Iteration 134Q: 3 clusters Score -8423779 nChanged 57
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Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8423788 nChanged 47
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Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8423790 nChanged 52
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Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8423811 nChanged 35
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8423819 nChanged 33
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Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8423841 nChanged 28
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Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8423844 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8423851 nChanged 20
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Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8423845 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8423854 nChanged 18
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Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8423864 nChanged 14
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Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8423861 nChanged 10
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Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8423860 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8423860 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8423856 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8423872 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90030 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8423887 nChanged 26
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Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8423888 nChanged 22
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Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8423888 nChanged 26
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Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8423879 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8423888 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8423885 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8423885 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8423884 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8423885 nChanged 17
Entering Unmasked Mstep 
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	Iteration 159Q: 3 clusters Score -8423893 nChanged 16
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Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8423884 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8423884 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 3649 members 
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	Iteration 162Q: 3 clusters Score -8423893 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8423891 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8423884 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8423890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8423886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8423879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90332 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8423883.000000 Penalty: 5679.208984
	Iteration 168Q: 3 clusters Score -8423883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8423888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8423880.000000 Penalty: 5679.208984
	Iteration 170Q: 3 clusters Score -8423880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8423887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8423898.000000 Penalty: 5679.208984
	Iteration 172Q: 3 clusters Score -8423898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8423902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8423911.000000 Penalty: 5679.208984
	Iteration 174Q: 3 clusters Score -8423911 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8423903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8423896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8423903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8423907.000000 Penalty: 5679.208984
	Iteration 178Q: 3 clusters Score -8423907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8423900.000000 Penalty: 5679.208984
	Iteration 179Q: 3 clusters Score -8423900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8423909.000000 Penalty: 5679.208984
	Iteration 180F: 3 clusters Score -8423909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8423908.000000 Penalty: 5679.208984
	Iteration 181Q: 3 clusters Score -8423908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8423911.000000 Penalty: 5679.208984
	Iteration 182Q: 3 clusters Score -8423911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8423910.000000 Penalty: 5679.208984
	Iteration 183Q: 3 clusters Score -8423910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8423920.000000 Penalty: 5679.208984
	Iteration 184Q: 3 clusters Score -8423920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8423914.000000 Penalty: 5679.208984
	Iteration 185Q: 3 clusters Score -8423914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8423922.000000 Penalty: 5679.208984
	Iteration 186Q: 3 clusters Score -8423922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8423926.000000 Penalty: 5679.208984
	Iteration 187Q: 3 clusters Score -8423926 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8423920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8423921.000000 Penalty: 5679.208984
	Iteration 189Q: 3 clusters Score -8423921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8423919.000000 Penalty: 5679.208984
	Iteration 190Q: 3 clusters Score -8423919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8423910.000000 Penalty: 5679.208984
	Iteration 191Q: 3 clusters Score -8423910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8423905.000000 Penalty: 5679.208984
	Iteration 192Q: 3 clusters Score -8423905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8423904.000000 Penalty: 5679.208984
	Iteration 193Q: 3 clusters Score -8423904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8423899.000000 Penalty: 5679.208984
	Iteration 194Q: 3 clusters Score -8423899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8423907.000000 Penalty: 5679.208984
	Iteration 195Q: 3 clusters Score -8423907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8423915.000000 Penalty: 5679.208984
	Iteration 196Q: 3 clusters Score -8423915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8423913.000000 Penalty: 5679.208984
	Iteration 197Q: 3 clusters Score -8423913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8423914.000000 Penalty: 5679.208984
	Iteration 198Q: 3 clusters Score -8423914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8423908.000000 Penalty: 5679.208984
	Iteration 199Q: 3 clusters Score -8423908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8423901.000000 Penalty: 5679.208984
	Iteration 200F: 3 clusters Score -8423901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8423901 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8423906 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8423902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8423909.000000 Penalty: 5679.208984
	Iteration 204Q: 3 clusters Score -8423909 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8423908 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8423906 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8423908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8423898.000000 Penalty: 5679.208984
	Iteration 208Q: 3 clusters Score -8423898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8423906.000000 Penalty: 5679.208984
	Iteration 209Q: 3 clusters Score -8423906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8423908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8423916.000000 Penalty: 5679.208984
	Iteration 211Q: 3 clusters Score -8423916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8423920.000000 Penalty: 5679.208984
	Iteration 212Q: 3 clusters Score -8423920 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8423917 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 214F: 3 clusters Score -8423917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23034 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1944024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11477 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1927902 nChanged 10323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1933656 nChanged 1330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1934241 nChanged 1297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1934992 nChanged 1448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1936008.625000 Penalty: 4982.184082
	Iteration 4F: 3 clusters Score -1936009 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1937300.625000 Penalty: 4982.184082
	Iteration 5F: 3 clusters Score -1937301 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1938625.625000 Penalty: 4982.184082
	Iteration 6F: 3 clusters Score -1938626 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1940060.250000 Penalty: 4982.184082
	Iteration 7F: 3 clusters Score -1940060 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1941305.125000 Penalty: 4982.184082
	Iteration 8F: 3 clusters Score -1941305 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1942363.250000 Penalty: 4982.184082
	Iteration 9Q: 3 clusters Score -1942363 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1943144.500000 Penalty: 4982.184082
	Iteration 10Q: 3 clusters Score -1943144 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1943665.250000 Penalty: 4982.184082
	Iteration 11Q: 3 clusters Score -1943665 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1943930.125000 Penalty: 4982.184082
	Iteration 12Q: 3 clusters Score -1943930 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1944057.125000 Penalty: 4982.184082
	Iteration 13Q: 3 clusters Score -1944057 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1944125.250000 Penalty: 4982.184082
	Iteration 14Q: 3 clusters Score -1944125 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1944151.125000 Penalty: 4982.184082
	Iteration 15Q: 3 clusters Score -1944151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1944171.750000 Penalty: 4982.184082
	Iteration 16Q: 3 clusters Score -1944172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1944184.250000 Penalty: 4982.184082
	Iteration 17Q: 3 clusters Score -1944184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1944187.875000 Penalty: 4982.184082
	Iteration 18Q: 3 clusters Score -1944188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1944189.125000 Penalty: 4982.184082
	Iteration 19Q: 3 clusters Score -1944189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1944189.625000 Penalty: 4982.184082
	Iteration 20F: 3 clusters Score -1944190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1944192.000000 Penalty: 4982.184082
	Iteration 21Q: 3 clusters Score -1944192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1944192.000000 Penalty: 4982.184082
	Iteration 22Q: 3 clusters Score -1944192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1944194.375000 Penalty: 4982.184082
	Iteration 23Q: 3 clusters Score -1944194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1944192.875000 Penalty: 4982.184082
	Iteration 24Q: 3 clusters Score -1944193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1944194.250000 Penalty: 4982.184082
	Iteration 25Q: 3 clusters Score -1944194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1944194.875000 Penalty: 4982.184082
	Iteration 26Q: 3 clusters Score -1944195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1944197.000000 Penalty: 4982.184082
	Iteration 27Q: 3 clusters Score -1944197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1944197.875000 Penalty: 4982.184082
	Iteration 28Q: 3 clusters Score -1944198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1944197.750000 Penalty: 4982.184082
	Iteration 29Q: 3 clusters Score -1944198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1944197.750000 Penalty: 4982.184082
	Iteration 30F: 3 clusters Score -1944198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 5317 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205223 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151344 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 17717 members 
Entering Unmasked Estep 
Score: -146477904.000000 Penalty: 124552.312500
Splitting cluster 6 changes total score from -146479296.000000 to -146477904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (427331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427331 members 
Entering Unmasked Estep 
Score: -37697868.000000 Penalty: 3215.397949
	Iteration 0F: 2 clusters Score -3.769787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213404 members 
Mstep: Class 2 contains 213927 members 
Entering Unmasked Estep 
Score: -37416980.000000 Penalty: 6430.795898
	Iteration 0F: 3 clusters Score -3.741698e+07 nChanged 207749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208969 members 
Mstep: Class 2 contains 218362 members 
Entering Unmasked Estep 
Score: -37541860.000000 Penalty: 6430.795898
	Iteration 1F: 3 clusters Score -3.754186e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206560 members 
Mstep: Class 2 contains 220771 members 
Entering Unmasked Estep 
Score: -37543756.000000 Penalty: 6430.795898
	Iteration 2Q: 3 clusters Score -3.754376e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202946 members 
Mstep: Class 2 contains 224385 members 
Entering Unmasked Estep 
Score: -37547192.000000 Penalty: 6430.795898
	Iteration 3Q: 3 clusters Score -3.754719e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197448 members 
Mstep: Class 2 contains 229883 members 
Entering Unmasked Estep 
Score: -37551852.000000 Penalty: 6430.795898
	Iteration 4Q: 3 clusters Score -3.755185e+07 nChanged 17707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Mstep: Class 2 contains 238086 members 
Entering Unmasked Estep 
Score: -37560220.000000 Penalty: 6430.795898
	Iteration 5Q: 3 clusters Score -3.756022e+07 nChanged 22244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177419 members 
Mstep: Class 2 contains 249912 members 
Entering Unmasked Estep 
Score: -37572948.000000 Penalty: 6430.795898
	Iteration 6F: 3 clusters Score -3.757295e+07 nChanged 26690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 264630 members 
Entering Unmasked Estep 
Score: -37593216.000000 Penalty: 6430.795898
	Iteration 7F: 3 clusters Score -3.759322e+07 nChanged 29384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 279544 members 
Entering Unmasked Estep 
Score: -37618760.000000 Penalty: 6430.795898
	Iteration 8F: 3 clusters Score -3.761876e+07 nChanged 26781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 290461 members 
Entering Unmasked Estep 
Score: -37639468.000000 Penalty: 6430.795898
	Iteration 9F: 3 clusters Score -3.763947e+07 nChanged 20023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 297570 members 
Entering Unmasked Estep 
Score: -37650616.000000 Penalty: 6430.795898
	Iteration 10Q: 3 clusters Score -3.765062e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124241 members 
Mstep: Class 2 contains 303090 members 
Entering Unmasked Estep 
Score: -37656620.000000 Penalty: 6430.795898
	Iteration 11Q: 3 clusters Score -3.765662e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 307847 members 
Entering Unmasked Estep 
Score: -37660744.000000 Penalty: 6430.795898
	Iteration 12Q: 3 clusters Score -3.766074e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 312122 members 
Entering Unmasked Estep 
Score: -37664056.000000 Penalty: 6430.795898
	Iteration 13Q: 3 clusters Score -3.766406e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 316007 members 
Entering Unmasked Estep 
Score: -37667260.000000 Penalty: 6430.795898
	Iteration 14Q: 3 clusters Score -3.766726e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Mstep: Class 2 contains 319449 members 
Entering Unmasked Estep 
Score: -37670120.000000 Penalty: 6430.795898
	Iteration 15Q: 3 clusters Score -3.767012e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 322429 members 
Entering Unmasked Estep 
Score: -37672596.000000 Penalty: 6430.795898
	Iteration 16Q: 3 clusters Score -3.76726e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 325145 members 
Entering Unmasked Estep 
Score: -37674956.000000 Penalty: 6430.795898
	Iteration 17Q: 3 clusters Score -3.767496e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 327640 members 
Entering Unmasked Estep 
Score: -37676784.000000 Penalty: 6430.795898
	Iteration 18Q: 3 clusters Score -3.767678e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 330022 members 
Entering Unmasked Estep 
Score: -37678388.000000 Penalty: 6430.795898
	Iteration 19Q: 3 clusters Score -3.767839e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 332163 members 
Entering Unmasked Estep 
Score: -37679792.000000 Penalty: 6430.795898
	Iteration 20F: 3 clusters Score -3.767979e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 334090 members 
Entering Unmasked Estep 
Score: -37680964.000000 Penalty: 6430.795898
	Iteration 21Q: 3 clusters Score -3.768096e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 335914 members 
Entering Unmasked Estep 
Score: -37681728.000000 Penalty: 6430.795898
	Iteration 22Q: 3 clusters Score -3.768173e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 337675 members 
Entering Unmasked Estep 
Score: -37682244.000000 Penalty: 6430.795898
	Iteration 23Q: 3 clusters Score -3.768224e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 339371 members 
Entering Unmasked Estep 
Score: -37682828.000000 Penalty: 6430.795898
	Iteration 24Q: 3 clusters Score -3.768283e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 340975 members 
Entering Unmasked Estep 
Score: -37683148.000000 Penalty: 6430.795898
	Iteration 25Q: 3 clusters Score -3.768315e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 342508 members 
Entering Unmasked Estep 
Score: -37683416.000000 Penalty: 6430.795898
	Iteration 26Q: 3 clusters Score -3.768342e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 343972 members 
Entering Unmasked Estep 
Score: -37683744.000000 Penalty: 6430.795898
	Iteration 27Q: 3 clusters Score -3.768374e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 345357 members 
Entering Unmasked Estep 
Score: -37684168.000000 Penalty: 6430.795898
	Iteration 28Q: 3 clusters Score -3.768417e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 346612 members 
Entering Unmasked Estep 
Score: -37684280.000000 Penalty: 6430.795898
	Iteration 29Q: 3 clusters Score -3.768428e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 347854 members 
Entering Unmasked Estep 
Score: -37684280.000000 Penalty: 6430.795898
	Iteration 30Q: 3 clusters Score -3.768428e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 349048 members 
Entering Unmasked Estep 
Score: -37684512.000000 Penalty: 6430.795898
	Iteration 31Q: 3 clusters Score -3.768451e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 350194 members 
Entering Unmasked Estep 
Score: -37684484.000000 Penalty: 6430.795898
	Iteration 32Q: 3 clusters Score -3.768448e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 351319 members 
Entering Unmasked Estep 
Score: -37684544.000000 Penalty: 6430.795898
	Iteration 33Q: 3 clusters Score -3.768454e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 352370 members 
Entering Unmasked Estep 
Score: -37684632.000000 Penalty: 6430.795898
	Iteration 34Q: 3 clusters Score -3.768463e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 353452 members 
Entering Unmasked Estep 
Score: -37684732.000000 Penalty: 6430.795898
	Iteration 35Q: 3 clusters Score -3.768473e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 354514 members 
Entering Unmasked Estep 
Score: -37684836.000000 Penalty: 6430.795898
	Iteration 36Q: 3 clusters Score -3.768484e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 355568 members 
Entering Unmasked Estep 
Score: -37684888.000000 Penalty: 6430.795898
	Iteration 37Q: 3 clusters Score -3.768489e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 356586 members 
Entering Unmasked Estep 
Score: -37684872.000000 Penalty: 6430.795898
	Iteration 38Q: 3 clusters Score -3.768487e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 357632 members 
Entering Unmasked Estep 
Score: -37684972.000000 Penalty: 6430.795898
	Iteration 39Q: 3 clusters Score -3.768497e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 358640 members 
Entering Unmasked Estep 
Score: -37685000.000000 Penalty: 6430.795898
	Iteration 40F: 3 clusters Score -3.7685e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 359638 members 
Entering Unmasked Estep 
Score: -37685124.000000 Penalty: 6430.795898
	Iteration 41Q: 3 clusters Score -3.768512e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 360650 members 
Entering Unmasked Estep 
Score: -37685068.000000 Penalty: 6430.795898
	Iteration 42Q: 3 clusters Score -3.768507e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 361624 members 
Entering Unmasked Estep 
Score: -37685104.000000 Penalty: 6430.795898
	Iteration 43Q: 3 clusters Score -3.76851e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 362566 members 
Entering Unmasked Estep 
Score: -37685144.000000 Penalty: 6430.795898
	Iteration 44Q: 3 clusters Score -3.768514e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 363500 members 
Entering Unmasked Estep 
Score: -37685184.000000 Penalty: 6430.795898
	Iteration 45Q: 3 clusters Score -3.768518e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 364461 members 
Entering Unmasked Estep 
Score: -37685352.000000 Penalty: 6430.795898
	Iteration 46Q: 3 clusters Score -3.768535e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 365445 members 
Entering Unmasked Estep 
Score: -37685452.000000 Penalty: 6430.795898
	Iteration 47Q: 3 clusters Score -3.768545e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 366413 members 
Entering Unmasked Estep 
Score: -37685472.000000 Penalty: 6430.795898
	Iteration 48Q: 3 clusters Score -3.768547e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 367354 members 
Entering Unmasked Estep 
Score: -37685516.000000 Penalty: 6430.795898
	Iteration 49Q: 3 clusters Score -3.768552e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 368302 members 
Entering Unmasked Estep 
Score: -37685492.000000 Penalty: 6430.795898
	Iteration 50Q: 3 clusters Score -3.768549e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 369240 members 
Entering Unmasked Estep 
Score: -37685564.000000 Penalty: 6430.795898
	Iteration 51Q: 3 clusters Score -3.768556e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 370146 members 
Entering Unmasked Estep 
Score: -37685564.000000 Penalty: 6430.795898
	Iteration 52Q: 3 clusters Score -3.768556e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 371034 members 
Entering Unmasked Estep 
Score: -37685620.000000 Penalty: 6430.795898
	Iteration 53Q: 3 clusters Score -3.768562e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 371947 members 
Entering Unmasked Estep 
Score: -37685660.000000 Penalty: 6430.795898
	Iteration 54Q: 3 clusters Score -3.768566e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 372919 members 
Entering Unmasked Estep 
Score: -37685704.000000 Penalty: 6430.795898
	Iteration 55Q: 3 clusters Score -3.76857e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 373957 members 
Entering Unmasked Estep 
Score: -37685824.000000 Penalty: 6430.795898
	Iteration 56Q: 3 clusters Score -3.768582e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 374979 members 
Entering Unmasked Estep 
Score: -37685836.000000 Penalty: 6430.795898
	Iteration 57Q: 3 clusters Score -3.768584e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 376029 members 
Entering Unmasked Estep 
Score: -37685676.000000 Penalty: 6430.795898
	Iteration 58Q: 3 clusters Score -3.768568e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 377078 members 
Entering Unmasked Estep 
Score: -37685644.000000 Penalty: 6430.795898
	Iteration 59Q: 3 clusters Score -3.768564e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 378184 members 
Entering Unmasked Estep 
Score: -37685652.000000 Penalty: 6430.795898
	Iteration 60F: 3 clusters Score -3.768565e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 379310 members 
Entering Unmasked Estep 
Score: -37685612.000000 Penalty: 6430.795898
	Iteration 61Q: 3 clusters Score -3.768561e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 380401 members 
Entering Unmasked Estep 
Score: -37685700.000000 Penalty: 6430.795898
	Iteration 62Q: 3 clusters Score -3.76857e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 381614 members 
Entering Unmasked Estep 
Score: -37685780.000000 Penalty: 6430.795898
	Iteration 63Q: 3 clusters Score -3.768578e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 382849 members 
Entering Unmasked Estep 
Score: -37685952.000000 Penalty: 6430.795898
	Iteration 64Q: 3 clusters Score -3.768595e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 384193 members 
Entering Unmasked Estep 
Score: -37686036.000000 Penalty: 6430.795898
	Iteration 65Q: 3 clusters Score -3.768604e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 385551 members 
Entering Unmasked Estep 
Score: -37686272.000000 Penalty: 6430.795898
	Iteration 66Q: 3 clusters Score -3.768627e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 386970 members 
Entering Unmasked Estep 
Score: -37686520.000000 Penalty: 6430.795898
	Iteration 67Q: 3 clusters Score -3.768652e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 388382 members 
Entering Unmasked Estep 
Score: -37686628.000000 Penalty: 6430.795898
	Iteration 68Q: 3 clusters Score -3.768663e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 389838 members 
Entering Unmasked Estep 
Score: -37686852.000000 Penalty: 6430.795898
	Iteration 69Q: 3 clusters Score -3.768685e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 391315 members 
Entering Unmasked Estep 
Score: -37687056.000000 Penalty: 6430.795898
	Iteration 70Q: 3 clusters Score -3.768706e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 392772 members 
Entering Unmasked Estep 
Score: -37687256.000000 Penalty: 6430.795898
	Iteration 71Q: 3 clusters Score -3.768726e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 394279 members 
Entering Unmasked Estep 
Score: -37687400.000000 Penalty: 6430.795898
	Iteration 72Q: 3 clusters Score -3.76874e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 395859 members 
Entering Unmasked Estep 
Score: -37687804.000000 Penalty: 6430.795898
	Iteration 73Q: 3 clusters Score -3.76878e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 397444 members 
Entering Unmasked Estep 
Score: -37687960.000000 Penalty: 6430.795898
	Iteration 74Q: 3 clusters Score -3.768796e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 399042 members 
Entering Unmasked Estep 
Score: -37688160.000000 Penalty: 6430.795898
	Iteration 75Q: 3 clusters Score -3.768816e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 400668 members 
Entering Unmasked Estep 
Score: -37688440.000000 Penalty: 6430.795898
	Iteration 76Q: 3 clusters Score -3.768844e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 402249 members 
Entering Unmasked Estep 
Score: -37688736.000000 Penalty: 6430.795898
	Iteration 77Q: 3 clusters Score -3.768874e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 403948 members 
Entering Unmasked Estep 
Score: -37689184.000000 Penalty: 6430.795898
	Iteration 78Q: 3 clusters Score -3.768918e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 405605 members 
Entering Unmasked Estep 
Score: -37689552.000000 Penalty: 6430.795898
	Iteration 79Q: 3 clusters Score -3.768955e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 407256 members 
Entering Unmasked Estep 
Score: -37690040.000000 Penalty: 6430.795898
	Iteration 80F: 3 clusters Score -3.769004e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 408787 members 
Entering Unmasked Estep 
Score: -37690296.000000 Penalty: 6430.795898
	Iteration 81Q: 3 clusters Score -3.76903e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 410250 members 
Entering Unmasked Estep 
Score: -37690576.000000 Penalty: 6430.795898
	Iteration 82Q: 3 clusters Score -3.769058e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 411654 members 
Entering Unmasked Estep 
Score: -37690912.000000 Penalty: 6430.795898
	Iteration 83Q: 3 clusters Score -3.769091e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 412993 members 
Entering Unmasked Estep 
Score: -37691304.000000 Penalty: 6430.795898
	Iteration 84Q: 3 clusters Score -3.76913e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 414288 members 
Entering Unmasked Estep 
Score: -37691660.000000 Penalty: 6430.795898
	Iteration 85Q: 3 clusters Score -3.769166e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 415532 members 
Entering Unmasked Estep 
Score: -37692068.000000 Penalty: 6430.795898
	Iteration 86Q: 3 clusters Score -3.769207e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 416643 members 
Entering Unmasked Estep 
Score: -37692432.000000 Penalty: 6430.795898
	Iteration 87Q: 3 clusters Score -3.769243e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 417687 members 
Entering Unmasked Estep 
Score: -37692792.000000 Penalty: 6430.795898
	Iteration 88Q: 3 clusters Score -3.769279e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 418666 members 
Entering Unmasked Estep 
Score: -37693012.000000 Penalty: 6430.795898
	Iteration 89Q: 3 clusters Score -3.769301e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 419580 members 
Entering Unmasked Estep 
Score: -37693280.000000 Penalty: 6430.795898
	Iteration 90Q: 3 clusters Score -3.769328e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 420377 members 
Entering Unmasked Estep 
Score: -37693572.000000 Penalty: 6430.795898
	Iteration 91Q: 3 clusters Score -3.769357e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 421065 members 
Entering Unmasked Estep 
Score: -37693708.000000 Penalty: 6430.795898
	Iteration 92Q: 3 clusters Score -3.769371e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 421687 members 
Entering Unmasked Estep 
Score: -37693900.000000 Penalty: 6430.795898
	Iteration 93Q: 3 clusters Score -3.76939e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 422205 members 
Entering Unmasked Estep 
Score: -37694000.000000 Penalty: 6430.795898
	Iteration 94Q: 3 clusters Score -3.7694e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 422616 members 
Entering Unmasked Estep 
Score: -37694048.000000 Penalty: 6430.795898
	Iteration 95Q: 3 clusters Score -3.769405e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 422947 members 
Entering Unmasked Estep 
Score: -37694204.000000 Penalty: 6430.795898
	Iteration 96Q: 3 clusters Score -3.76942e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 423232 members 
Entering Unmasked Estep 
Score: -37694324.000000 Penalty: 6430.795898
	Iteration 97Q: 3 clusters Score -3.769432e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 423473 members 
Entering Unmasked Estep 
Score: -37694308.000000 Penalty: 6430.795898
	Iteration 98Q: 3 clusters Score -3.769431e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 423687 members 
Entering Unmasked Estep 
Score: -37694396.000000 Penalty: 6430.795898
	Iteration 99Q: 3 clusters Score -3.76944e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 423875 members 
Entering Unmasked Estep 
Score: -37694416.000000 Penalty: 6430.795898
	Iteration 100F: 3 clusters Score -3.769442e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 424056 members 
Entering Unmasked Estep 
Score: -37694568.000000 Penalty: 6430.795898
	Iteration 101Q: 3 clusters Score -3.769457e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 424187 members 
Entering Unmasked Estep 
Score: -37694668.000000 Penalty: 6430.795898
	Iteration 102Q: 3 clusters Score -3.769467e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 424300 members 
Entering Unmasked Estep 
Score: -37694684.000000 Penalty: 6430.795898
	Iteration 103Q: 3 clusters Score -3.769468e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 424393 members 
Entering Unmasked Estep 
Score: -37694688.000000 Penalty: 6430.795898
	Iteration 104Q: 3 clusters Score -3.769469e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 424485 members 
Entering Unmasked Estep 
Score: -37694728.000000 Penalty: 6430.795898
	Iteration 105Q: 3 clusters Score -3.769473e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 424551 members 
Entering Unmasked Estep 
Score: -37694708.000000 Penalty: 6430.795898
	Iteration 106Q: 3 clusters Score -3.769471e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 424619 members 
Entering Unmasked Estep 
Score: -37694744.000000 Penalty: 6430.795898
	Iteration 107Q: 3 clusters Score -3.769474e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 424693 members 
Entering Unmasked Estep 
Score: -37694740.000000 Penalty: 6430.795898
	Iteration 108Q: 3 clusters Score -3.769474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 424757 members 
Entering Unmasked Estep 
Score: -37694756.000000 Penalty: 6430.795898
	Iteration 109Q: 3 clusters Score -3.769476e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 424817 members 
Entering Unmasked Estep 
Score: -37694804.000000 Penalty: 6430.795898
	Iteration 110Q: 3 clusters Score -3.76948e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 424872 members 
Entering Unmasked Estep 
Score: -37694800.000000 Penalty: 6430.795898
	Iteration 111Q: 3 clusters Score -3.76948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 424914 members 
Entering Unmasked Estep 
Score: -37694800.000000 Penalty: 6430.795898
	Iteration 112Q: 3 clusters Score -3.76948e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 424951 members 
Entering Unmasked Estep 
Score: -37694824.000000 Penalty: 6430.795898
	Iteration 113Q: 3 clusters Score -3.769482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 424984 members 
Entering Unmasked Estep 
Score: -37694844.000000 Penalty: 6430.795898
	Iteration 114Q: 3 clusters Score -3.769484e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 425018 members 
Entering Unmasked Estep 
Score: -37694836.000000 Penalty: 6430.795898
	Iteration 115Q: 3 clusters Score -3.769484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 425051 members 
Entering Unmasked Estep 
Score: -37694848.000000 Penalty: 6430.795898
	Iteration 116Q: 3 clusters Score -3.769485e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 425082 members 
Entering Unmasked Estep 
Score: -37694844.000000 Penalty: 6430.795898
	Iteration 117Q: 3 clusters Score -3.769484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 425104 members 
Entering Unmasked Estep 
Score: -37694868.000000 Penalty: 6430.795898
	Iteration 118Q: 3 clusters Score -3.769487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 425123 members 
Entering Unmasked Estep 
Score: -37694892.000000 Penalty: 6430.795898
	Iteration 119Q: 3 clusters Score -3.769489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 425138 members 
Entering Unmasked Estep 
Score: -37694928.000000 Penalty: 6430.795898
	Iteration 120F: 3 clusters Score -3.769493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 425161 members 
Entering Unmasked Estep 
Score: -37694944.000000 Penalty: 6430.795898
	Iteration 121Q: 3 clusters Score -3.769494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 425187 members 
Entering Unmasked Estep 
Score: -37694956.000000 Penalty: 6430.795898
	Iteration 122Q: 3 clusters Score -3.769496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 425212 members 
Entering Unmasked Estep 
Score: -37694952.000000 Penalty: 6430.795898
	Iteration 123Q: 3 clusters Score -3.769495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 425231 members 
Entering Unmasked Estep 
Score: -37694960.000000 Penalty: 6430.795898
	Iteration 124Q: 3 clusters Score -3.769496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 425246 members 
Entering Unmasked Estep 
Score: -37694980.000000 Penalty: 6430.795898
	Iteration 125Q: 3 clusters Score -3.769498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 425264 members 
Entering Unmasked Estep 
Score: -37694992.000000 Penalty: 6430.795898
	Iteration 126Q: 3 clusters Score -3.769499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 425289 members 
Entering Unmasked Estep 
Score: -37695008.000000 Penalty: 6430.795898
	Iteration 127Q: 3 clusters Score -3.769501e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 425303 members 
Entering Unmasked Estep 
Score: -37695024.000000 Penalty: 6430.795898
	Iteration 128Q: 3 clusters Score -3.769502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 425325 members 
Entering Unmasked Estep 
Score: -37695028.000000 Penalty: 6430.795898
	Iteration 129Q: 3 clusters Score -3.769503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 425341 members 
Entering Unmasked Estep 
Score: -37695028.000000 Penalty: 6430.795898
	Iteration 130Q: 3 clusters Score -3.769503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 425365 members 
Entering Unmasked Estep 
Score: -37695052.000000 Penalty: 6430.795898
	Iteration 131Q: 3 clusters Score -3.769505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 425395 members 
Entering Unmasked Estep 
Score: -37695056.000000 Penalty: 6430.795898
	Iteration 132Q: 3 clusters Score -3.769506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 425416 members 
Entering Unmasked Estep 
Score: -37695072.000000 Penalty: 6430.795898
	Iteration 133Q: 3 clusters Score -3.769507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 425434 members 
Entering Unmasked Estep 
Score: -37695056.000000 Penalty: 6430.795898
	Iteration 134Q: 3 clusters Score -3.769506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 425446 members 
Entering Unmasked Estep 
Score: -37695072.000000 Penalty: 6430.795898
	Iteration 135Q: 3 clusters Score -3.769507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 425453 members 
Entering Unmasked Estep 
Score: -37695056.000000 Penalty: 6430.795898
	Iteration 136Q: 3 clusters Score -3.769506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 425459 members 
Entering Unmasked Estep 
Score: -37695052.000000 Penalty: 6430.795898
	Iteration 137Q: 3 clusters Score -3.769505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 425468 members 
Entering Unmasked Estep 
Score: -37695040.000000 Penalty: 6430.795898
	Iteration 138Q: 3 clusters Score -3.769504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 425478 members 
Entering Unmasked Estep 
Score: -37695040.000000 Penalty: 6430.795898
	Iteration 139Q: 3 clusters Score -3.769504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 425479 members 
Entering Unmasked Estep 
Score: -37695048.000000 Penalty: 6430.795898
	Iteration 140F: 3 clusters Score -3.769505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 425487 members 
Entering Unmasked Estep 
Score: -37695036.000000 Penalty: 6430.795898
	Iteration 141Q: 3 clusters Score -3.769504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 425491 members 
Entering Unmasked Estep 
Score: -37695060.000000 Penalty: 6430.795898
	Iteration 142Q: 3 clusters Score -3.769506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 425496 members 
Entering Unmasked Estep 
Score: -37695052.000000 Penalty: 6430.795898
	Iteration 143Q: 3 clusters Score -3.769505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 425502 members 
Entering Unmasked Estep 
Score: -37695016.000000 Penalty: 6430.795898
	Iteration 144Q: 3 clusters Score -3.769502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 425509 members 
Entering Unmasked Estep 
Score: -37695044.000000 Penalty: 6430.795898
	Iteration 145Q: 3 clusters Score -3.769504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 425517 members 
Entering Unmasked Estep 
Score: -37695068.000000 Penalty: 6430.795898
	Iteration 146Q: 3 clusters Score -3.769507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 425526 members 
Entering Unmasked Estep 
Score: -37695064.000000 Penalty: 6430.795898
	Iteration 147Q: 3 clusters Score -3.769506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 425529 members 
Entering Unmasked Estep 
Score: -37695092.000000 Penalty: 6430.795898
	Iteration 148Q: 3 clusters Score -3.769509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 425528 members 
Entering Unmasked Estep 
Score: -37695096.000000 Penalty: 6430.795898
	Iteration 149Q: 3 clusters Score -3.76951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 425534 members 
Entering Unmasked Estep 
Score: -37695072.000000 Penalty: 6430.795898
	Iteration 150Q: 3 clusters Score -3.769507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 425536 members 
Entering Unmasked Estep 
Score: -37695088.000000 Penalty: 6430.795898
	Iteration 151Q: 3 clusters Score -3.769509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 425535 members 
Entering Unmasked Estep 
Score: -37695084.000000 Penalty: 6430.795898
	Iteration 152Q: 3 clusters Score -3.769508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 425538 members 
Entering Unmasked Estep 
Score: -37695080.000000 Penalty: 6430.795898
	Iteration 153Q: 3 clusters Score -3.769508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 425541 members 
Entering Unmasked Estep 
Score: -37695076.000000 Penalty: 6430.795898
	Iteration 154Q: 3 clusters Score -3.769508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 425545 members 
Entering Unmasked Estep 
Score: -37695100.000000 Penalty: 6430.795898
	Iteration 155Q: 3 clusters Score -3.76951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 425546 members 
Entering Unmasked Estep 
Score: -37695080.000000 Penalty: 6430.795898
	Iteration 156Q: 3 clusters Score -3.769508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 425548 members 
Entering Unmasked Estep 
Score: -37695108.000000 Penalty: 6430.795898
	Iteration 157Q: 3 clusters Score -3.769511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 425550 members 
Entering Unmasked Estep 
Score: -37695100.000000 Penalty: 6430.795898
	Iteration 158Q: 3 clusters Score -3.76951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 425550 members 
Entering Unmasked Estep 
Score: -37695100.000000 Penalty: 6430.795898
	Iteration 159F: 3 clusters Score -3.76951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Entering Unmasked Estep 
Score: -6172527.000000 Penalty: 2762.010742
	Iteration 0F: 2 clusters Score -6172527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6126593.500000 Penalty: 5524.021484
	Iteration 0F: 3 clusters Score -6126594 nChanged 32000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -6144836.000000 Penalty: 5524.021484
	Iteration 1F: 3 clusters Score -6144836 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -6146407.000000 Penalty: 5524.021484
	Iteration 2F: 3 clusters Score -6146407 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6148707.000000 Penalty: 5524.021484
	Iteration 3F: 3 clusters Score -6148707 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6152192.500000 Penalty: 5524.021484
	Iteration 4F: 3 clusters Score -6152192 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -6156895.500000 Penalty: 5524.021484
	Iteration 5F: 3 clusters Score -6156896 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -6161927.000000 Penalty: 5524.021484
	Iteration 6F: 3 clusters Score -6161927 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -6165671.500000 Penalty: 5524.021484
	Iteration 7F: 3 clusters Score -6165672 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -6167757.500000 Penalty: 5524.021484
	Iteration 8Q: 3 clusters Score -6167758 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -6168795.500000 Penalty: 5524.021484
	Iteration 9Q: 3 clusters Score -6168796 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -6169340.500000 Penalty: 5524.021484
	Iteration 10Q: 3 clusters Score -6169340 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -6169729.000000 Penalty: 5524.021484
	Iteration 11Q: 3 clusters Score -6169729 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -6170039.500000 Penalty: 5524.021484
	Iteration 12Q: 3 clusters Score -6170040 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -6170262.000000 Penalty: 5524.021484
	Iteration 13Q: 3 clusters Score -6170262 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -6170454.000000 Penalty: 5524.021484
	Iteration 14Q: 3 clusters Score -6170454 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -6170630.500000 Penalty: 5524.021484
	Iteration 15Q: 3 clusters Score -6170630 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -6170785.500000 Penalty: 5524.021484
	Iteration 16Q: 3 clusters Score -6170786 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -6170900.000000 Penalty: 5524.021484
	Iteration 17Q: 3 clusters Score -6170900 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -6170964.000000 Penalty: 5524.021484
	Iteration 18Q: 3 clusters Score -6170964 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -6171032.500000 Penalty: 5524.021484
	Iteration 19Q: 3 clusters Score -6171032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -6171101.000000 Penalty: 5524.021484
	Iteration 20F: 3 clusters Score -6171101 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -6171142.000000 Penalty: 5524.021484
	Iteration 21Q: 3 clusters Score -6171142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -6171191.500000 Penalty: 5524.021484
	Iteration 22Q: 3 clusters Score -6171192 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -6171204.500000 Penalty: 5524.021484
	Iteration 23Q: 3 clusters Score -6171204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -6171248.500000 Penalty: 5524.021484
	Iteration 24Q: 3 clusters Score -6171248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -6171271.000000 Penalty: 5524.021484
	Iteration 25Q: 3 clusters Score -6171271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -6171287.500000 Penalty: 5524.021484
	Iteration 26Q: 3 clusters Score -6171288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -6171309.000000 Penalty: 5524.021484
	Iteration 27Q: 3 clusters Score -6171309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -6171329.000000 Penalty: 5524.021484
	Iteration 28Q: 3 clusters Score -6171329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -6171338.500000 Penalty: 5524.021484
	Iteration 29Q: 3 clusters Score -6171338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -6171330.500000 Penalty: 5524.021484
	Iteration 30Q: 3 clusters Score -6171330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -6171339.500000 Penalty: 5524.021484
	Iteration 31Q: 3 clusters Score -6171340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -6171343.500000 Penalty: 5524.021484
	Iteration 32Q: 3 clusters Score -6171344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -6171346.500000 Penalty: 5524.021484
	Iteration 33Q: 3 clusters Score -6171346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -6171341.000000 Penalty: 5524.021484
	Iteration 34Q: 3 clusters Score -6171341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -6171337.000000 Penalty: 5524.021484
	Iteration 35Q: 3 clusters Score -6171337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -6171352.000000 Penalty: 5524.021484
	Iteration 36Q: 3 clusters Score -6171352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -6171351.500000 Penalty: 5524.021484
	Iteration 37Q: 3 clusters Score -6171352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -6171353.000000 Penalty: 5524.021484
	Iteration 38Q: 3 clusters Score -6171353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -6171361.500000 Penalty: 5524.021484
	Iteration 39Q: 3 clusters Score -6171362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -6171359.000000 Penalty: 5524.021484
	Iteration 40F: 3 clusters Score -6171359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -6171364.000000 Penalty: 5524.021484
	Iteration 41Q: 3 clusters Score -6171364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -6171362.500000 Penalty: 5524.021484
	Iteration 42Q: 3 clusters Score -6171362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -6171358.500000 Penalty: 5524.021484
	Iteration 43Q: 3 clusters Score -6171358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -6171369.000000 Penalty: 5524.021484
	Iteration 44Q: 3 clusters Score -6171369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -6171365.500000 Penalty: 5524.021484
	Iteration 45Q: 3 clusters Score -6171366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -6171365.000000 Penalty: 5524.021484
	Iteration 46Q: 3 clusters Score -6171365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -6171360.500000 Penalty: 5524.021484
	Iteration 47Q: 3 clusters Score -6171360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -6171363.500000 Penalty: 5524.021484
	Iteration 48Q: 3 clusters Score -6171364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -6171365.500000 Penalty: 5524.021484
	Iteration 49Q: 3 clusters Score -6171366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -6171364.500000 Penalty: 5524.021484
	Iteration 50Q: 3 clusters Score -6171364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -6171364.500000 Penalty: 5524.021484
	Iteration 51F: 3 clusters Score -6171364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2461386.500000 Penalty: 2532.812988
	Iteration 0F: 2 clusters Score -2461386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2442504.500000 Penalty: 5065.625977
	Iteration 0F: 3 clusters Score -2442504 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2449437.750000 Penalty: 5065.625977
	Iteration 1F: 3 clusters Score -2449438 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2450197.750000 Penalty: 5065.625977
	Iteration 2F: 3 clusters Score -2450198 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2451048.750000 Penalty: 5065.625977
	Iteration 3F: 3 clusters Score -2451049 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2451936.500000 Penalty: 5065.625977
	Iteration 4F: 3 clusters Score -2451936 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2452897.750000 Penalty: 5065.625977
	Iteration 5F: 3 clusters Score -2452898 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2453948.000000 Penalty: 5065.625977
	Iteration 6F: 3 clusters Score -2453948 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2455068.000000 Penalty: 5065.625977
	Iteration 7F: 3 clusters Score -2455068 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2456176.500000 Penalty: 5065.625977
	Iteration 8F: 3 clusters Score -2456176 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2457123.750000 Penalty: 5065.625977
	Iteration 9Q: 3 clusters Score -2457124 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2457863.000000 Penalty: 5065.625977
	Iteration 10Q: 3 clusters Score -2457863 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2458398.500000 Penalty: 5065.625977
	Iteration 11Q: 3 clusters Score -2458398 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2458707.250000 Penalty: 5065.625977
	Iteration 12Q: 3 clusters Score -2458707 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2458952.500000 Penalty: 5065.625977
	Iteration 13Q: 3 clusters Score -2458952 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2459132.000000 Penalty: 5065.625977
	Iteration 14Q: 3 clusters Score -2459132 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2459250.250000 Penalty: 5065.625977
	Iteration 15Q: 3 clusters Score -2459250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2459345.250000 Penalty: 5065.625977
	Iteration 16Q: 3 clusters Score -2459345 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2459403.000000 Penalty: 5065.625977
	Iteration 17Q: 3 clusters Score -2459403 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2459451.500000 Penalty: 5065.625977
	Iteration 18Q: 3 clusters Score -2459452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2459490.750000 Penalty: 5065.625977
	Iteration 19Q: 3 clusters Score -2459491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2459517.750000 Penalty: 5065.625977
	Iteration 20F: 3 clusters Score -2459518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2459545.500000 Penalty: 5065.625977
	Iteration 21Q: 3 clusters Score -2459546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2459567.000000 Penalty: 5065.625977
	Iteration 22Q: 3 clusters Score -2459567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2459583.250000 Penalty: 5065.625977
	Iteration 23Q: 3 clusters Score -2459583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2459600.500000 Penalty: 5065.625977
	Iteration 24Q: 3 clusters Score -2459600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2459612.000000 Penalty: 5065.625977
	Iteration 25Q: 3 clusters Score -2459612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2459622.750000 Penalty: 5065.625977
	Iteration 26Q: 3 clusters Score -2459623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2459625.250000 Penalty: 5065.625977
	Iteration 27Q: 3 clusters Score -2459625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2459628.750000 Penalty: 5065.625977
	Iteration 28Q: 3 clusters Score -2459629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2459635.000000 Penalty: 5065.625977
	Iteration 29Q: 3 clusters Score -2459635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2459643.750000 Penalty: 5065.625977
	Iteration 30Q: 3 clusters Score -2459644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2459646.000000 Penalty: 5065.625977
	Iteration 31Q: 3 clusters Score -2459646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2459651.750000 Penalty: 5065.625977
	Iteration 32Q: 3 clusters Score -2459652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2459651.000000 Penalty: 5065.625977
	Iteration 33Q: 3 clusters Score -2459651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2459648.250000 Penalty: 5065.625977
	Iteration 34Q: 3 clusters Score -2459648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2459648.250000 Penalty: 5065.625977
	Iteration 35F: 3 clusters Score -2459648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Entering Unmasked Estep 
Score: -2227058.000000 Penalty: 2508.109131
	Iteration 0F: 2 clusters Score -2227058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2210052.250000 Penalty: 5016.218262
	Iteration 0F: 3 clusters Score -2210052 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2215772.750000 Penalty: 5016.218262
	Iteration 1F: 3 clusters Score -2215773 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2216131.500000 Penalty: 5016.218262
	Iteration 2Q: 3 clusters Score -2216132 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2216442.750000 Penalty: 5016.218262
	Iteration 3Q: 3 clusters Score -2216443 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2216750.000000 Penalty: 5016.218262
	Iteration 4Q: 3 clusters Score -2216750 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2217046.250000 Penalty: 5016.218262
	Iteration 5Q: 3 clusters Score -2217046 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2217366.250000 Penalty: 5016.218262
	Iteration 6Q: 3 clusters Score -2217366 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2217754.250000 Penalty: 5016.218262
	Iteration 7Q: 3 clusters Score -2217754 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2218191.000000 Penalty: 5016.218262
	Iteration 8Q: 3 clusters Score -2218191 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2218744.500000 Penalty: 5016.218262
	Iteration 9Q: 3 clusters Score -2218744 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2219485.000000 Penalty: 5016.218262
	Iteration 10F: 3 clusters Score -2219485 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2220399.250000 Penalty: 5016.218262
	Iteration 11F: 3 clusters Score -2220399 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2221388.500000 Penalty: 5016.218262
	Iteration 12F: 3 clusters Score -2221388 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2222398.250000 Penalty: 5016.218262
	Iteration 13F: 3 clusters Score -2222398 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2223258.250000 Penalty: 5016.218262
	Iteration 14Q: 3 clusters Score -2223258 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2223983.750000 Penalty: 5016.218262
	Iteration 15Q: 3 clusters Score -2223984 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2224488.500000 Penalty: 5016.218262
	Iteration 16Q: 3 clusters Score -2224488 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2224809.000000 Penalty: 5016.218262
	Iteration 17Q: 3 clusters Score -2224809 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2224991.500000 Penalty: 5016.218262
	Iteration 18Q: 3 clusters Score -2224992 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2225112.000000 Penalty: 5016.218262
	Iteration 19Q: 3 clusters Score -2225112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2225262.500000 Penalty: 5016.218262
	Iteration 20F: 3 clusters Score -2225262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2225376.250000 Penalty: 5016.218262
	Iteration 21Q: 3 clusters Score -2225376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2225445.250000 Penalty: 5016.218262
	Iteration 22Q: 3 clusters Score -2225445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2225482.000000 Penalty: 5016.218262
	Iteration 23Q: 3 clusters Score -2225482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2225504.250000 Penalty: 5016.218262
	Iteration 24Q: 3 clusters Score -2225504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2225521.500000 Penalty: 5016.218262
	Iteration 25Q: 3 clusters Score -2225522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2225529.750000 Penalty: 5016.218262
	Iteration 26Q: 3 clusters Score -2225530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2225539.750000 Penalty: 5016.218262
	Iteration 27Q: 3 clusters Score -2225540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2225546.000000 Penalty: 5016.218262
	Iteration 28Q: 3 clusters Score -2225546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2225551.750000 Penalty: 5016.218262
	Iteration 29Q: 3 clusters Score -2225552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2225554.500000 Penalty: 5016.218262
	Iteration 30Q: 3 clusters Score -2225554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2225555.000000 Penalty: 5016.218262
	Iteration 31Q: 3 clusters Score -2225555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2225558.000000 Penalty: 5016.218262
	Iteration 32Q: 3 clusters Score -2225558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2225559.250000 Penalty: 5016.218262
	Iteration 33Q: 3 clusters Score -2225559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2225560.250000 Penalty: 5016.218262
	Iteration 34Q: 3 clusters Score -2225560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2225560.250000 Penalty: 5016.218262
	Iteration 35F: 3 clusters Score -2225560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Entering Unmasked Estep 
Score: -11200730.000000 Penalty: 2905.472168
	Iteration 0F: 2 clusters Score -1.120073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -11118498.000000 Penalty: 5810.944336
	Iteration 0F: 3 clusters Score -1.11185e+07 nChanged 58473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -11152298.000000 Penalty: 5810.944336
	Iteration 1F: 3 clusters Score -1.11523e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -11153285.000000 Penalty: 5810.944336
	Iteration 2Q: 3 clusters Score -1.115328e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -11154662.000000 Penalty: 5810.944336
	Iteration 3Q: 3 clusters Score -1.115466e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -11156786.000000 Penalty: 5810.944336
	Iteration 4Q: 3 clusters Score -1.115679e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -11160583.000000 Penalty: 5810.944336
	Iteration 5F: 3 clusters Score -1.116058e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -11166807.000000 Penalty: 5810.944336
	Iteration 6F: 3 clusters Score -1.116681e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -11175424.000000 Penalty: 5810.944336
	Iteration 7F: 3 clusters Score -1.117542e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -11184505.000000 Penalty: 5810.944336
	Iteration 8F: 3 clusters Score -1.11845e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -11191699.000000 Penalty: 5810.944336
	Iteration 9F: 3 clusters Score -1.11917e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119136 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -11195664.000000 Penalty: 5810.944336
	Iteration 10Q: 3 clusters Score -1.119566e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11197200.000000 Penalty: 5810.944336
	Iteration 11Q: 3 clusters Score -1.11972e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11197747.000000 Penalty: 5810.944336
	Iteration 12Q: 3 clusters Score -1.119775e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121791 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11197962.000000 Penalty: 5810.944336
	Iteration 13Q: 3 clusters Score -1.119796e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11198120.000000 Penalty: 5810.944336
	Iteration 14Q: 3 clusters Score -1.119812e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11198201.000000 Penalty: 5810.944336
	Iteration 15Q: 3 clusters Score -1.11982e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11198259.000000 Penalty: 5810.944336
	Iteration 16Q: 3 clusters Score -1.119826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11198286.000000 Penalty: 5810.944336
	Iteration 17Q: 3 clusters Score -1.119829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122047 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11198301.000000 Penalty: 5810.944336
	Iteration 18Q: 3 clusters Score -1.11983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11198309.000000 Penalty: 5810.944336
	Iteration 19Q: 3 clusters Score -1.119831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11198321.000000 Penalty: 5810.944336
	Iteration 20F: 3 clusters Score -1.119832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122054 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11198333.000000 Penalty: 5810.944336
	Iteration 21Q: 3 clusters Score -1.119833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122059 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11198324.000000 Penalty: 5810.944336
	Iteration 22Q: 3 clusters Score -1.119832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11198329.000000 Penalty: 5810.944336
	Iteration 23Q: 3 clusters Score -1.119833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11198330.000000 Penalty: 5810.944336
	Iteration 24Q: 3 clusters Score -1.119833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11198334.000000 Penalty: 5810.944336
	Iteration 25Q: 3 clusters Score -1.119833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11198335.000000 Penalty: 5810.944336
	Iteration 26Q: 3 clusters Score -1.119834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122059 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11198342.000000 Penalty: 5810.944336
	Iteration 27Q: 3 clusters Score -1.119834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11198348.000000 Penalty: 5810.944336
	Iteration 28Q: 3 clusters Score -1.119835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11198342.000000 Penalty: 5810.944336
	Iteration 29Q: 3 clusters Score -1.119834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11198343.000000 Penalty: 5810.944336
	Iteration 30Q: 3 clusters Score -1.119834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11198343.000000 Penalty: 5810.944336
	Iteration 31F: 3 clusters Score -1.119834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Entering Unmasked Estep 
Score: -1322785.250000 Penalty: 2391.584229
	Iteration 0F: 2 clusters Score -1322785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1311651.875000 Penalty: 4783.168457
	Iteration 0F: 3 clusters Score -1311652 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1315294.750000 Penalty: 4783.168457
	Iteration 1F: 3 clusters Score -1315295 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1315708.375000 Penalty: 4783.168457
	Iteration 2F: 3 clusters Score -1315708 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1316112.625000 Penalty: 4783.168457
	Iteration 3F: 3 clusters Score -1316113 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1316501.875000 Penalty: 4783.168457
	Iteration 4Q: 3 clusters Score -1316502 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1316873.375000 Penalty: 4783.168457
	Iteration 5Q: 3 clusters Score -1316873 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1317226.625000 Penalty: 4783.168457
	Iteration 6Q: 3 clusters Score -1317227 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1317510.875000 Penalty: 4783.168457
	Iteration 7Q: 3 clusters Score -1317511 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1317781.375000 Penalty: 4783.168457
	Iteration 8Q: 3 clusters Score -1317781 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1318032.500000 Penalty: 4783.168457
	Iteration 9Q: 3 clusters Score -1318032 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1318335.125000 Penalty: 4783.168457
	Iteration 10Q: 3 clusters Score -1318335 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1318712.125000 Penalty: 4783.168457
	Iteration 11Q: 3 clusters Score -1318712 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1319120.625000 Penalty: 4783.168457
	Iteration 12Q: 3 clusters Score -1319121 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1319561.500000 Penalty: 4783.168457
	Iteration 13Q: 3 clusters Score -1319562 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1319938.875000 Penalty: 4783.168457
	Iteration 14Q: 3 clusters Score -1319939 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1320203.875000 Penalty: 4783.168457
	Iteration 15Q: 3 clusters Score -1320204 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1320344.000000 Penalty: 4783.168457
	Iteration 16Q: 3 clusters Score -1320344 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1320441.250000 Penalty: 4783.168457
	Iteration 17Q: 3 clusters Score -1320441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1320511.000000 Penalty: 4783.168457
	Iteration 18Q: 3 clusters Score -1320511 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1320563.125000 Penalty: 4783.168457
	Iteration 19Q: 3 clusters Score -1320563 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1320598.875000 Penalty: 4783.168457
	Iteration 20F: 3 clusters Score -1320599 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1320633.250000 Penalty: 4783.168457
	Iteration 21Q: 3 clusters Score -1320633 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1320669.250000 Penalty: 4783.168457
	Iteration 22Q: 3 clusters Score -1320669 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1320707.750000 Penalty: 4783.168457
	Iteration 23Q: 3 clusters Score -1320708 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1320756.625000 Penalty: 4783.168457
	Iteration 24Q: 3 clusters Score -1320757 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1320815.625000 Penalty: 4783.168457
	Iteration 25Q: 3 clusters Score -1320816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1320893.500000 Penalty: 4783.168457
	Iteration 26Q: 3 clusters Score -1320894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1320967.000000 Penalty: 4783.168457
	Iteration 27Q: 3 clusters Score -1320967 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1321051.250000 Penalty: 4783.168457
	Iteration 28Q: 3 clusters Score -1321051 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1321109.125000 Penalty: 4783.168457
	Iteration 29Q: 3 clusters Score -1321109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1321162.000000 Penalty: 4783.168457
	Iteration 30Q: 3 clusters Score -1321162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1321208.625000 Penalty: 4783.168457
	Iteration 31Q: 3 clusters Score -1321209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1321261.250000 Penalty: 4783.168457
	Iteration 32Q: 3 clusters Score -1321261 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1321306.875000 Penalty: 4783.168457
	Iteration 33Q: 3 clusters Score -1321307 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1321351.750000 Penalty: 4783.168457
	Iteration 34Q: 3 clusters Score -1321352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1321384.125000 Penalty: 4783.168457
	Iteration 35Q: 3 clusters Score -1321384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1321404.375000 Penalty: 4783.168457
	Iteration 36Q: 3 clusters Score -1321404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1321427.875000 Penalty: 4783.168457
	Iteration 37Q: 3 clusters Score -1321428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1321444.625000 Penalty: 4783.168457
	Iteration 38Q: 3 clusters Score -1321445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1321457.250000 Penalty: 4783.168457
	Iteration 39Q: 3 clusters Score -1321457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1321459.625000 Penalty: 4783.168457
	Iteration 40F: 3 clusters Score -1321460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1321463.250000 Penalty: 4783.168457
	Iteration 41Q: 3 clusters Score -1321463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1321466.625000 Penalty: 4783.168457
	Iteration 42Q: 3 clusters Score -1321467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1321475.250000 Penalty: 4783.168457
	Iteration 43Q: 3 clusters Score -1321475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1321482.250000 Penalty: 4783.168457
	Iteration 44Q: 3 clusters Score -1321482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1321486.875000 Penalty: 4783.168457
	Iteration 45Q: 3 clusters Score -1321487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1321485.750000 Penalty: 4783.168457
	Iteration 46Q: 3 clusters Score -1321486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1321484.875000 Penalty: 4783.168457
	Iteration 47Q: 3 clusters Score -1321485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1321486.875000 Penalty: 4783.168457
	Iteration 48Q: 3 clusters Score -1321487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1321485.375000 Penalty: 4783.168457
	Iteration 49Q: 3 clusters Score -1321485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1321485.125000 Penalty: 4783.168457
	Iteration 50Q: 3 clusters Score -1321485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1321487.375000 Penalty: 4783.168457
	Iteration 51Q: 3 clusters Score -1321487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1321487.000000 Penalty: 4783.168457
	Iteration 52Q: 3 clusters Score -1321487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1321489.375000 Penalty: 4783.168457
	Iteration 53Q: 3 clusters Score -1321489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1321489.375000 Penalty: 4783.168457
	Iteration 54F: 3 clusters Score -1321489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -401976.906250 Penalty: 2096.337646
	Iteration 0F: 2 clusters Score -401976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -397642.187500 Penalty: 4192.675293
	Iteration 0F: 3 clusters Score -397642.2 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -398632.968750 Penalty: 4192.675293
	Iteration 1F: 3 clusters Score -398633 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -398859.375000 Penalty: 4192.675293
	Iteration 2F: 3 clusters Score -398859.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -399006.218750 Penalty: 4192.675293
	Iteration 3Q: 3 clusters Score -399006.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -399144.468750 Penalty: 4192.675293
	Iteration 4Q: 3 clusters Score -399144.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -399247.593750 Penalty: 4192.675293
	Iteration 5Q: 3 clusters Score -399247.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -399334.687500 Penalty: 4192.675293
	Iteration 6Q: 3 clusters Score -399334.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -399405.531250 Penalty: 4192.675293
	Iteration 7Q: 3 clusters Score -399405.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -399467.437500 Penalty: 4192.675293
	Iteration 8Q: 3 clusters Score -399467.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -399527.718750 Penalty: 4192.675293
	Iteration 9Q: 3 clusters Score -399527.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -399590.656250 Penalty: 4192.675293
	Iteration 10Q: 3 clusters Score -399590.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -399661.500000 Penalty: 4192.675293
	Iteration 11Q: 3 clusters Score -399661.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -399722.781250 Penalty: 4192.675293
	Iteration 12Q: 3 clusters Score -399722.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -399777.812500 Penalty: 4192.675293
	Iteration 13Q: 3 clusters Score -399777.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -399830.406250 Penalty: 4192.675293
	Iteration 14Q: 3 clusters Score -399830.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -399886.968750 Penalty: 4192.675293
	Iteration 15Q: 3 clusters Score -399887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -399940.968750 Penalty: 4192.675293
	Iteration 16Q: 3 clusters Score -399941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -399999.343750 Penalty: 4192.675293
	Iteration 17Q: 3 clusters Score -399999.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -400053.875000 Penalty: 4192.675293
	Iteration 18Q: 3 clusters Score -400053.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -400109.718750 Penalty: 4192.675293
	Iteration 19Q: 3 clusters Score -400109.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -400148.875000 Penalty: 4192.675293
	Iteration 20F: 3 clusters Score -400148.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -400175.500000 Penalty: 4192.675293
	Iteration 21Q: 3 clusters Score -400175.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -400193.656250 Penalty: 4192.675293
	Iteration 22Q: 3 clusters Score -400193.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -400207.468750 Penalty: 4192.675293
	Iteration 23Q: 3 clusters Score -400207.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -400223.656250 Penalty: 4192.675293
	Iteration 24Q: 3 clusters Score -400223.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -400234.156250 Penalty: 4192.675293
	Iteration 25Q: 3 clusters Score -400234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -400244.375000 Penalty: 4192.675293
	Iteration 26Q: 3 clusters Score -400244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -400253.812500 Penalty: 4192.675293
	Iteration 27Q: 3 clusters Score -400253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -400265.656250 Penalty: 4192.675293
	Iteration 28Q: 3 clusters Score -400265.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -400280.843750 Penalty: 4192.675293
	Iteration 29Q: 3 clusters Score -400280.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -400292.687500 Penalty: 4192.675293
	Iteration 30Q: 3 clusters Score -400292.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -400307.531250 Penalty: 4192.675293
	Iteration 31Q: 3 clusters Score -400307.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -400317.500000 Penalty: 4192.675293
	Iteration 32Q: 3 clusters Score -400317.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -400331.687500 Penalty: 4192.675293
	Iteration 33Q: 3 clusters Score -400331.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -400340.500000 Penalty: 4192.675293
	Iteration 34Q: 3 clusters Score -400340.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -400356.062500 Penalty: 4192.675293
	Iteration 35Q: 3 clusters Score -400356.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -400374.468750 Penalty: 4192.675293
	Iteration 36Q: 3 clusters Score -400374.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -400385.281250 Penalty: 4192.675293
	Iteration 37Q: 3 clusters Score -400385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -400393.343750 Penalty: 4192.675293
	Iteration 38Q: 3 clusters Score -400393.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -400401.031250 Penalty: 4192.675293
	Iteration 39Q: 3 clusters Score -400401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -400411.906250 Penalty: 4192.675293
	Iteration 40F: 3 clusters Score -400411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -400420.281250 Penalty: 4192.675293
	Iteration 41Q: 3 clusters Score -400420.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -400425.375000 Penalty: 4192.675293
	Iteration 42Q: 3 clusters Score -400425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -400430.343750 Penalty: 4192.675293
	Iteration 43Q: 3 clusters Score -400430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -400435.000000 Penalty: 4192.675293
	Iteration 44Q: 3 clusters Score -400435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -400437.125000 Penalty: 4192.675293
	Iteration 45Q: 3 clusters Score -400437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -400438.625000 Penalty: 4192.675293
	Iteration 46Q: 3 clusters Score -400438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -400441.750000 Penalty: 4192.675293
	Iteration 47Q: 3 clusters Score -400441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -400446.437500 Penalty: 4192.675293
	Iteration 48Q: 3 clusters Score -400446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -400447.062500 Penalty: 4192.675293
	Iteration 49Q: 3 clusters Score -400447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -400446.781250 Penalty: 4192.675293
	Iteration 50Q: 3 clusters Score -400446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -400446.781250 Penalty: 4192.675293
	Iteration 51F: 3 clusters Score -400446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Entering Unmasked Estep 
Score: -5484039.500000 Penalty: 2737.467285
	Iteration 0F: 2 clusters Score -5484040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -5442311.500000 Penalty: 5474.934570
	Iteration 0F: 3 clusters Score -5442312 nChanged 28885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5458513.000000 Penalty: 5474.934570
	Iteration 1F: 3 clusters Score -5458513 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5459182.000000 Penalty: 5474.934570
	Iteration 2Q: 3 clusters Score -5459182 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -5459943.000000 Penalty: 5474.934570
	Iteration 3Q: 3 clusters Score -5459943 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5461038.000000 Penalty: 5474.934570
	Iteration 4Q: 3 clusters Score -5461038 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5462724.500000 Penalty: 5474.934570
	Iteration 5F: 3 clusters Score -5462724 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -5465213.000000 Penalty: 5474.934570
	Iteration 6F: 3 clusters Score -5465213 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -5468712.500000 Penalty: 5474.934570
	Iteration 7F: 3 clusters Score -5468712 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -5472719.500000 Penalty: 5474.934570
	Iteration 8F: 3 clusters Score -5472720 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -5476261.500000 Penalty: 5474.934570
	Iteration 9F: 3 clusters Score -5476262 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -5478712.500000 Penalty: 5474.934570
	Iteration 10Q: 3 clusters Score -5478712 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -5479979.500000 Penalty: 5474.934570
	Iteration 11Q: 3 clusters Score -5479980 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -5480579.000000 Penalty: 5474.934570
	Iteration 12Q: 3 clusters Score -5480579 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -5480920.500000 Penalty: 5474.934570
	Iteration 13Q: 3 clusters Score -5480920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -5481123.500000 Penalty: 5474.934570
	Iteration 14Q: 3 clusters Score -5481124 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -5481272.500000 Penalty: 5474.934570
	Iteration 15Q: 3 clusters Score -5481272 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -5481397.500000 Penalty: 5474.934570
	Iteration 16Q: 3 clusters Score -5481398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -5481450.000000 Penalty: 5474.934570
	Iteration 17Q: 3 clusters Score -5481450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -5481494.500000 Penalty: 5474.934570
	Iteration 18Q: 3 clusters Score -5481494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -5481525.500000 Penalty: 5474.934570
	Iteration 19Q: 3 clusters Score -5481526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -5481547.000000 Penalty: 5474.934570
	Iteration 20F: 3 clusters Score -5481547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -5481574.000000 Penalty: 5474.934570
	Iteration 21Q: 3 clusters Score -5481574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -5481598.500000 Penalty: 5474.934570
	Iteration 22Q: 3 clusters Score -5481598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -5481626.000000 Penalty: 5474.934570
	Iteration 23Q: 3 clusters Score -5481626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -5481636.000000 Penalty: 5474.934570
	Iteration 24Q: 3 clusters Score -5481636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -5481636.500000 Penalty: 5474.934570
	Iteration 25Q: 3 clusters Score -5481636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -5481647.000000 Penalty: 5474.934570
	Iteration 26Q: 3 clusters Score -5481647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -5481650.500000 Penalty: 5474.934570
	Iteration 27Q: 3 clusters Score -5481650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -5481660.500000 Penalty: 5474.934570
	Iteration 28Q: 3 clusters Score -5481660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -5481664.000000 Penalty: 5474.934570
	Iteration 29Q: 3 clusters Score -5481664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -5481666.500000 Penalty: 5474.934570
	Iteration 30Q: 3 clusters Score -5481666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -5481665.000000 Penalty: 5474.934570
	Iteration 31Q: 3 clusters Score -5481665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -5481671.500000 Penalty: 5474.934570
	Iteration 32Q: 3 clusters Score -5481672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -5481672.000000 Penalty: 5474.934570
	Iteration 33Q: 3 clusters Score -5481672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -5481676.000000 Penalty: 5474.934570
	Iteration 34Q: 3 clusters Score -5481676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -5481679.000000 Penalty: 5474.934570
	Iteration 35Q: 3 clusters Score -5481679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -5481679.000000 Penalty: 5474.934570
	Iteration 36Q: 3 clusters Score -5481679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -5481684.000000 Penalty: 5474.934570
	Iteration 37Q: 3 clusters Score -5481684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -5481684.000000 Penalty: 5474.934570
	Iteration 38F: 3 clusters Score -5481684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -294163.062500 Penalty: 2064.735840
	Iteration 0F: 2 clusters Score -294163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -290175.312500 Penalty: 4129.471680
	Iteration 0F: 3 clusters Score -290175.3 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -291127.125000 Penalty: 4129.471680
	Iteration 1F: 3 clusters Score -291127.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -291400.656250 Penalty: 4129.471680
	Iteration 2F: 3 clusters Score -291400.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -291603.031250 Penalty: 4129.471680
	Iteration 3F: 3 clusters Score -291603 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -291794.531250 Penalty: 4129.471680
	Iteration 4F: 3 clusters Score -291794.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -291968.750000 Penalty: 4129.471680
	Iteration 5Q: 3 clusters Score -291968.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -292139.500000 Penalty: 4129.471680
	Iteration 6Q: 3 clusters Score -292139.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -292273.343750 Penalty: 4129.471680
	Iteration 7Q: 3 clusters Score -292273.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -292357.531250 Penalty: 4129.471680
	Iteration 8Q: 3 clusters Score -292357.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -292436.531250 Penalty: 4129.471680
	Iteration 9Q: 3 clusters Score -292436.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -292510.156250 Penalty: 4129.471680
	Iteration 10Q: 3 clusters Score -292510.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -292584.875000 Penalty: 4129.471680
	Iteration 11Q: 3 clusters Score -292584.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -292632.656250 Penalty: 4129.471680
	Iteration 12Q: 3 clusters Score -292632.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -292683.187500 Penalty: 4129.471680
	Iteration 13Q: 3 clusters Score -292683.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -292715.656250 Penalty: 4129.471680
	Iteration 14Q: 3 clusters Score -292715.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -292736.812500 Penalty: 4129.471680
	Iteration 15Q: 3 clusters Score -292736.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -292765.156250 Penalty: 4129.471680
	Iteration 16Q: 3 clusters Score -292765.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -292794.468750 Penalty: 4129.471680
	Iteration 17Q: 3 clusters Score -292794.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -292827.718750 Penalty: 4129.471680
	Iteration 18Q: 3 clusters Score -292827.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -292853.593750 Penalty: 4129.471680
	Iteration 19Q: 3 clusters Score -292853.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -292884.562500 Penalty: 4129.471680
	Iteration 20F: 3 clusters Score -292884.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -292914.187500 Penalty: 4129.471680
	Iteration 21Q: 3 clusters Score -292914.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -292938.062500 Penalty: 4129.471680
	Iteration 22Q: 3 clusters Score -292938.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292959.031250 Penalty: 4129.471680
	Iteration 23Q: 3 clusters Score -292959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -292977.781250 Penalty: 4129.471680
	Iteration 24Q: 3 clusters Score -292977.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292999.093750 Penalty: 4129.471680
	Iteration 25Q: 3 clusters Score -292999.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -293023.156250 Penalty: 4129.471680
	Iteration 26Q: 3 clusters Score -293023.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -293047.906250 Penalty: 4129.471680
	Iteration 27Q: 3 clusters Score -293047.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -293061.843750 Penalty: 4129.471680
	Iteration 28Q: 3 clusters Score -293061.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -293073.656250 Penalty: 4129.471680
	Iteration 29Q: 3 clusters Score -293073.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -293085.937500 Penalty: 4129.471680
	Iteration 30Q: 3 clusters Score -293085.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -293095.687500 Penalty: 4129.471680
	Iteration 31Q: 3 clusters Score -293095.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -293111.031250 Penalty: 4129.471680
	Iteration 32Q: 3 clusters Score -293111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -293127.843750 Penalty: 4129.471680
	Iteration 33Q: 3 clusters Score -293127.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -293135.906250 Penalty: 4129.471680
	Iteration 34Q: 3 clusters Score -293135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -293139.968750 Penalty: 4129.471680
	Iteration 35Q: 3 clusters Score -293140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -293142.281250 Penalty: 4129.471680
	Iteration 36Q: 3 clusters Score -293142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -293146.375000 Penalty: 4129.471680
	Iteration 37Q: 3 clusters Score -293146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -293149.843750 Penalty: 4129.471680
	Iteration 38Q: 3 clusters Score -293149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -293156.125000 Penalty: 4129.471680
	Iteration 39Q: 3 clusters Score -293156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -293159.531250 Penalty: 4129.471680
	Iteration 40F: 3 clusters Score -293159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -293164.562500 Penalty: 4129.471680
	Iteration 41Q: 3 clusters Score -293164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -293168.437500 Penalty: 4129.471680
	Iteration 42Q: 3 clusters Score -293168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293168.937500 Penalty: 4129.471680
	Iteration 43Q: 3 clusters Score -293168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -293169.562500 Penalty: 4129.471680
	Iteration 44Q: 3 clusters Score -293169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -293172.625000 Penalty: 4129.471680
	Iteration 45Q: 3 clusters Score -293172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -293176.531250 Penalty: 4129.471680
	Iteration 46Q: 3 clusters Score -293176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -293178.500000 Penalty: 4129.471680
	Iteration 47Q: 3 clusters Score -293178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -293180.093750 Penalty: 4129.471680
	Iteration 48Q: 3 clusters Score -293180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -293182.593750 Penalty: 4129.471680
	Iteration 49Q: 3 clusters Score -293182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -293183.062500 Penalty: 4129.471680
	Iteration 50Q: 3 clusters Score -293183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293182.968750 Penalty: 4129.471680
	Iteration 51Q: 3 clusters Score -293183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -293184.156250 Penalty: 4129.471680
	Iteration 52Q: 3 clusters Score -293184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -293184.906250 Penalty: 4129.471680
	Iteration 53Q: 3 clusters Score -293184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -293187.500000 Penalty: 4129.471680
	Iteration 54Q: 3 clusters Score -293187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -293188.875000 Penalty: 4129.471680
	Iteration 55Q: 3 clusters Score -293188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -293190.000000 Penalty: 4129.471680
	Iteration 56Q: 3 clusters Score -293190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -293190.781250 Penalty: 4129.471680
	Iteration 57Q: 3 clusters Score -293190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -293190.531250 Penalty: 4129.471680
	Iteration 58Q: 3 clusters Score -293190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -293190.531250 Penalty: 4129.471680
	Iteration 59F: 3 clusters Score -293190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Entering Unmasked Estep 
Score: -2682581.000000 Penalty: 2563.396484
	Iteration 0F: 2 clusters Score -2682581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2661454.000000 Penalty: 5126.792969
	Iteration 0F: 3 clusters Score -2661454 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2669042.000000 Penalty: 5126.792969
	Iteration 1F: 3 clusters Score -2669042 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2669599.250000 Penalty: 5126.792969
	Iteration 2Q: 3 clusters Score -2669599 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2670216.250000 Penalty: 5126.792969
	Iteration 3Q: 3 clusters Score -2670216 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2671017.500000 Penalty: 5126.792969
	Iteration 4F: 3 clusters Score -2671018 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2672013.000000 Penalty: 5126.792969
	Iteration 5F: 3 clusters Score -2672013 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2673251.750000 Penalty: 5126.792969
	Iteration 6F: 3 clusters Score -2673252 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2674665.250000 Penalty: 5126.792969
	Iteration 7F: 3 clusters Score -2674665 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2676189.250000 Penalty: 5126.792969
	Iteration 8F: 3 clusters Score -2676189 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2677471.500000 Penalty: 5126.792969
	Iteration 9F: 3 clusters Score -2677472 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2678399.250000 Penalty: 5126.792969
	Iteration 10Q: 3 clusters Score -2678399 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2678967.250000 Penalty: 5126.792969
	Iteration 11Q: 3 clusters Score -2678967 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2679319.000000 Penalty: 5126.792969
	Iteration 12Q: 3 clusters Score -2679319 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2679518.750000 Penalty: 5126.792969
	Iteration 13Q: 3 clusters Score -2679519 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2679638.000000 Penalty: 5126.792969
	Iteration 14Q: 3 clusters Score -2679638 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2679709.750000 Penalty: 5126.792969
	Iteration 15Q: 3 clusters Score -2679710 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2679793.250000 Penalty: 5126.792969
	Iteration 16Q: 3 clusters Score -2679793 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2679867.500000 Penalty: 5126.792969
	Iteration 17Q: 3 clusters Score -2679868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2679908.250000 Penalty: 5126.792969
	Iteration 18Q: 3 clusters Score -2679908 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2679964.000000 Penalty: 5126.792969
	Iteration 19Q: 3 clusters Score -2679964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2679992.500000 Penalty: 5126.792969
	Iteration 20F: 3 clusters Score -2679992 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2680016.000000 Penalty: 5126.792969
	Iteration 21Q: 3 clusters Score -2680016 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2680047.500000 Penalty: 5126.792969
	Iteration 22Q: 3 clusters Score -2680048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2680066.750000 Penalty: 5126.792969
	Iteration 23Q: 3 clusters Score -2680067 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2680085.250000 Penalty: 5126.792969
	Iteration 24Q: 3 clusters Score -2680085 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2680092.750000 Penalty: 5126.792969
	Iteration 25Q: 3 clusters Score -2680093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2680106.250000 Penalty: 5126.792969
	Iteration 26Q: 3 clusters Score -2680106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2680109.750000 Penalty: 5126.792969
	Iteration 27Q: 3 clusters Score -2680110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2680119.000000 Penalty: 5126.792969
	Iteration 28Q: 3 clusters Score -2680119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2680127.000000 Penalty: 5126.792969
	Iteration 29Q: 3 clusters Score -2680127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2680124.250000 Penalty: 5126.792969
	Iteration 30Q: 3 clusters Score -2680124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2680123.750000 Penalty: 5126.792969
	Iteration 31Q: 3 clusters Score -2680124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2680128.500000 Penalty: 5126.792969
	Iteration 32Q: 3 clusters Score -2680128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2680136.000000 Penalty: 5126.792969
	Iteration 33Q: 3 clusters Score -2680136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2680135.500000 Penalty: 5126.792969
	Iteration 34Q: 3 clusters Score -2680136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2680140.000000 Penalty: 5126.792969
	Iteration 35Q: 3 clusters Score -2680140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2680136.500000 Penalty: 5126.792969
	Iteration 36Q: 3 clusters Score -2680136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2680142.750000 Penalty: 5126.792969
	Iteration 37Q: 3 clusters Score -2680143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2680137.000000 Penalty: 5126.792969
	Iteration 38Q: 3 clusters Score -2680137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2680136.750000 Penalty: 5126.792969
	Iteration 39Q: 3 clusters Score -2680137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2680138.250000 Penalty: 5126.792969
	Iteration 40F: 3 clusters Score -2680138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2680144.000000 Penalty: 5126.792969
	Iteration 41Q: 3 clusters Score -2680144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2680147.500000 Penalty: 5126.792969
	Iteration 42Q: 3 clusters Score -2680148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2680152.250000 Penalty: 5126.792969
	Iteration 43Q: 3 clusters Score -2680152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2680153.250000 Penalty: 5126.792969
	Iteration 44Q: 3 clusters Score -2680153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2680151.500000 Penalty: 5126.792969
	Iteration 45Q: 3 clusters Score -2680152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2680148.500000 Penalty: 5126.792969
	Iteration 46Q: 3 clusters Score -2680148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2680150.750000 Penalty: 5126.792969
	Iteration 47Q: 3 clusters Score -2680151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2680153.000000 Penalty: 5126.792969
	Iteration 48Q: 3 clusters Score -2680153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2680154.500000 Penalty: 5126.792969
	Iteration 49Q: 3 clusters Score -2680154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2680154.750000 Penalty: 5126.792969
	Iteration 50Q: 3 clusters Score -2680155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2680156.000000 Penalty: 5126.792969
	Iteration 51Q: 3 clusters Score -2680156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2680158.750000 Penalty: 5126.792969
	Iteration 52Q: 3 clusters Score -2680159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2680154.250000 Penalty: 5126.792969
	Iteration 53Q: 3 clusters Score -2680154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2680152.750000 Penalty: 5126.792969
	Iteration 54Q: 3 clusters Score -2680153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2680155.750000 Penalty: 5126.792969
	Iteration 55Q: 3 clusters Score -2680156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2680155.000000 Penalty: 5126.792969
	Iteration 56Q: 3 clusters Score -2680155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2680153.250000 Penalty: 5126.792969
	Iteration 57Q: 3 clusters Score -2680153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2680156.500000 Penalty: 5126.792969
	Iteration 58Q: 3 clusters Score -2680156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2680155.250000 Penalty: 5126.792969
	Iteration 59Q: 3 clusters Score -2680155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2680156.750000 Penalty: 5126.792969
	Iteration 60F: 3 clusters Score -2680157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2680158.250000 Penalty: 5126.792969
	Iteration 61Q: 3 clusters Score -2680158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2680158.250000 Penalty: 5126.792969
	Iteration 62F: 3 clusters Score -2680158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Entering Unmasked Estep 
Score: -1468442.000000 Penalty: 2405.651611
	Iteration 0F: 2 clusters Score -1468442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1456649.625000 Penalty: 4811.303223
	Iteration 0F: 3 clusters Score -1456650 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1460401.375000 Penalty: 4811.303223
	Iteration 1F: 3 clusters Score -1460401 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1460756.500000 Penalty: 4811.303223
	Iteration 2F: 3 clusters Score -1460756 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1461039.500000 Penalty: 4811.303223
	Iteration 3Q: 3 clusters Score -1461040 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1461290.625000 Penalty: 4811.303223
	Iteration 4Q: 3 clusters Score -1461291 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1461496.500000 Penalty: 4811.303223
	Iteration 5Q: 3 clusters Score -1461496 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1461692.875000 Penalty: 4811.303223
	Iteration 6Q: 3 clusters Score -1461693 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1461868.125000 Penalty: 4811.303223
	Iteration 7Q: 3 clusters Score -1461868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1462015.500000 Penalty: 4811.303223
	Iteration 8Q: 3 clusters Score -1462016 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1462138.125000 Penalty: 4811.303223
	Iteration 9Q: 3 clusters Score -1462138 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1462241.500000 Penalty: 4811.303223
	Iteration 10Q: 3 clusters Score -1462242 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1462343.875000 Penalty: 4811.303223
	Iteration 11Q: 3 clusters Score -1462344 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1462443.250000 Penalty: 4811.303223
	Iteration 12Q: 3 clusters Score -1462443 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1462552.500000 Penalty: 4811.303223
	Iteration 13Q: 3 clusters Score -1462552 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1462655.625000 Penalty: 4811.303223
	Iteration 14Q: 3 clusters Score -1462656 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1462784.500000 Penalty: 4811.303223
	Iteration 15Q: 3 clusters Score -1462784 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1462943.500000 Penalty: 4811.303223
	Iteration 16Q: 3 clusters Score -1462944 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1463137.625000 Penalty: 4811.303223
	Iteration 17Q: 3 clusters Score -1463138 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1463362.625000 Penalty: 4811.303223
	Iteration 18Q: 3 clusters Score -1463363 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1463609.375000 Penalty: 4811.303223
	Iteration 19Q: 3 clusters Score -1463609 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1463873.500000 Penalty: 4811.303223
	Iteration 20F: 3 clusters Score -1463874 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1464135.000000 Penalty: 4811.303223
	Iteration 21Q: 3 clusters Score -1464135 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1464373.250000 Penalty: 4811.303223
	Iteration 22Q: 3 clusters Score -1464373 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1464543.750000 Penalty: 4811.303223
	Iteration 23Q: 3 clusters Score -1464544 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1464675.375000 Penalty: 4811.303223
	Iteration 24Q: 3 clusters Score -1464675 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1464759.125000 Penalty: 4811.303223
	Iteration 25Q: 3 clusters Score -1464759 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1464824.750000 Penalty: 4811.303223
	Iteration 26Q: 3 clusters Score -1464825 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1464878.625000 Penalty: 4811.303223
	Iteration 27Q: 3 clusters Score -1464879 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1464930.125000 Penalty: 4811.303223
	Iteration 28Q: 3 clusters Score -1464930 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1464975.625000 Penalty: 4811.303223
	Iteration 29Q: 3 clusters Score -1464976 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1465026.250000 Penalty: 4811.303223
	Iteration 30Q: 3 clusters Score -1465026 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1465077.500000 Penalty: 4811.303223
	Iteration 31Q: 3 clusters Score -1465078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1465126.750000 Penalty: 4811.303223
	Iteration 32Q: 3 clusters Score -1465127 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1465172.500000 Penalty: 4811.303223
	Iteration 33Q: 3 clusters Score -1465172 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1465213.250000 Penalty: 4811.303223
	Iteration 34Q: 3 clusters Score -1465213 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1465258.500000 Penalty: 4811.303223
	Iteration 35Q: 3 clusters Score -1465258 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1465297.000000 Penalty: 4811.303223
	Iteration 36Q: 3 clusters Score -1465297 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1465341.375000 Penalty: 4811.303223
	Iteration 37Q: 3 clusters Score -1465341 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1465385.000000 Penalty: 4811.303223
	Iteration 38Q: 3 clusters Score -1465385 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1465422.000000 Penalty: 4811.303223
	Iteration 39Q: 3 clusters Score -1465422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1465452.250000 Penalty: 4811.303223
	Iteration 40F: 3 clusters Score -1465452 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1465492.125000 Penalty: 4811.303223
	Iteration 41Q: 3 clusters Score -1465492 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1465530.375000 Penalty: 4811.303223
	Iteration 42Q: 3 clusters Score -1465530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1465565.375000 Penalty: 4811.303223
	Iteration 43Q: 3 clusters Score -1465565 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1465593.500000 Penalty: 4811.303223
	Iteration 44Q: 3 clusters Score -1465594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1465619.625000 Penalty: 4811.303223
	Iteration 45Q: 3 clusters Score -1465620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1465644.000000 Penalty: 4811.303223
	Iteration 46Q: 3 clusters Score -1465644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1465679.250000 Penalty: 4811.303223
	Iteration 47Q: 3 clusters Score -1465679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1465715.375000 Penalty: 4811.303223
	Iteration 48Q: 3 clusters Score -1465715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1465739.125000 Penalty: 4811.303223
	Iteration 49Q: 3 clusters Score -1465739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1465748.750000 Penalty: 4811.303223
	Iteration 50Q: 3 clusters Score -1465749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1465759.625000 Penalty: 4811.303223
	Iteration 51Q: 3 clusters Score -1465760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1465767.375000 Penalty: 4811.303223
	Iteration 52Q: 3 clusters Score -1465767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1465783.250000 Penalty: 4811.303223
	Iteration 53Q: 3 clusters Score -1465783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1465796.125000 Penalty: 4811.303223
	Iteration 54Q: 3 clusters Score -1465796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1465810.375000 Penalty: 4811.303223
	Iteration 55Q: 3 clusters Score -1465810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1465817.250000 Penalty: 4811.303223
	Iteration 56Q: 3 clusters Score -1465817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1465829.250000 Penalty: 4811.303223
	Iteration 57Q: 3 clusters Score -1465829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1465840.750000 Penalty: 4811.303223
	Iteration 58Q: 3 clusters Score -1465841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1465849.125000 Penalty: 4811.303223
	Iteration 59Q: 3 clusters Score -1465849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1465869.750000 Penalty: 4811.303223
	Iteration 60F: 3 clusters Score -1465870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1465880.875000 Penalty: 4811.303223
	Iteration 61Q: 3 clusters Score -1465881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1465896.625000 Penalty: 4811.303223
	Iteration 62Q: 3 clusters Score -1465897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1465902.125000 Penalty: 4811.303223
	Iteration 63Q: 3 clusters Score -1465902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1465910.875000 Penalty: 4811.303223
	Iteration 64Q: 3 clusters Score -1465911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1465915.375000 Penalty: 4811.303223
	Iteration 65Q: 3 clusters Score -1465915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1465925.125000 Penalty: 4811.303223
	Iteration 66Q: 3 clusters Score -1465925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1465933.000000 Penalty: 4811.303223
	Iteration 67Q: 3 clusters Score -1465933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1465949.375000 Penalty: 4811.303223
	Iteration 68Q: 3 clusters Score -1465949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1465956.875000 Penalty: 4811.303223
	Iteration 69Q: 3 clusters Score -1465957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1465968.750000 Penalty: 4811.303223
	Iteration 70Q: 3 clusters Score -1465969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1465978.250000 Penalty: 4811.303223
	Iteration 71Q: 3 clusters Score -1465978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1465987.125000 Penalty: 4811.303223
	Iteration 72Q: 3 clusters Score -1465987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1465992.000000 Penalty: 4811.303223
	Iteration 73Q: 3 clusters Score -1465992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1466009.750000 Penalty: 4811.303223
	Iteration 74Q: 3 clusters Score -1466010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1466014.625000 Penalty: 4811.303223
	Iteration 75Q: 3 clusters Score -1466015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1466018.375000 Penalty: 4811.303223
	Iteration 76Q: 3 clusters Score -1466018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1466028.750000 Penalty: 4811.303223
	Iteration 77Q: 3 clusters Score -1466029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1466037.875000 Penalty: 4811.303223
	Iteration 78Q: 3 clusters Score -1466038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1466045.625000 Penalty: 4811.303223
	Iteration 79Q: 3 clusters Score -1466046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1466055.500000 Penalty: 4811.303223
	Iteration 80F: 3 clusters Score -1466056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1466061.125000 Penalty: 4811.303223
	Iteration 81Q: 3 clusters Score -1466061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1466070.625000 Penalty: 4811.303223
	Iteration 82Q: 3 clusters Score -1466071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1466081.125000 Penalty: 4811.303223
	Iteration 83Q: 3 clusters Score -1466081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1466090.625000 Penalty: 4811.303223
	Iteration 84Q: 3 clusters Score -1466091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1466096.750000 Penalty: 4811.303223
	Iteration 85Q: 3 clusters Score -1466097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1466107.000000 Penalty: 4811.303223
	Iteration 86Q: 3 clusters Score -1466107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1466118.375000 Penalty: 4811.303223
	Iteration 87Q: 3 clusters Score -1466118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1466133.500000 Penalty: 4811.303223
	Iteration 88Q: 3 clusters Score -1466134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1466143.250000 Penalty: 4811.303223
	Iteration 89Q: 3 clusters Score -1466143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1466162.625000 Penalty: 4811.303223
	Iteration 90Q: 3 clusters Score -1466163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1466173.625000 Penalty: 4811.303223
	Iteration 91Q: 3 clusters Score -1466174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1466180.500000 Penalty: 4811.303223
	Iteration 92Q: 3 clusters Score -1466180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1466189.875000 Penalty: 4811.303223
	Iteration 93Q: 3 clusters Score -1466190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1466196.000000 Penalty: 4811.303223
	Iteration 94Q: 3 clusters Score -1466196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1466206.625000 Penalty: 4811.303223
	Iteration 95Q: 3 clusters Score -1466207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1466219.000000 Penalty: 4811.303223
	Iteration 96Q: 3 clusters Score -1466219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1466231.750000 Penalty: 4811.303223
	Iteration 97Q: 3 clusters Score -1466232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1466238.000000 Penalty: 4811.303223
	Iteration 98Q: 3 clusters Score -1466238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1466244.625000 Penalty: 4811.303223
	Iteration 99Q: 3 clusters Score -1466245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1466244.000000 Penalty: 4811.303223
	Iteration 100F: 3 clusters Score -1466244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1466245.875000 Penalty: 4811.303223
	Iteration 101Q: 3 clusters Score -1466246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1466244.750000 Penalty: 4811.303223
	Iteration 102Q: 3 clusters Score -1466245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1466252.000000 Penalty: 4811.303223
	Iteration 103Q: 3 clusters Score -1466252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1466253.875000 Penalty: 4811.303223
	Iteration 104Q: 3 clusters Score -1466254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1466259.000000 Penalty: 4811.303223
	Iteration 105Q: 3 clusters Score -1466259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1466263.500000 Penalty: 4811.303223
	Iteration 106Q: 3 clusters Score -1466264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1466267.125000 Penalty: 4811.303223
	Iteration 107Q: 3 clusters Score -1466267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1466268.625000 Penalty: 4811.303223
	Iteration 108Q: 3 clusters Score -1466269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1466272.125000 Penalty: 4811.303223
	Iteration 109Q: 3 clusters Score -1466272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1466277.500000 Penalty: 4811.303223
	Iteration 110Q: 3 clusters Score -1466278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1466276.625000 Penalty: 4811.303223
	Iteration 111Q: 3 clusters Score -1466277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1466276.875000 Penalty: 4811.303223
	Iteration 112Q: 3 clusters Score -1466277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1466279.500000 Penalty: 4811.303223
	Iteration 113Q: 3 clusters Score -1466280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1466281.000000 Penalty: 4811.303223
	Iteration 114Q: 3 clusters Score -1466281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1466282.250000 Penalty: 4811.303223
	Iteration 115Q: 3 clusters Score -1466282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1466284.750000 Penalty: 4811.303223
	Iteration 116Q: 3 clusters Score -1466285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1466287.125000 Penalty: 4811.303223
	Iteration 117Q: 3 clusters Score -1466287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1466287.125000 Penalty: 4811.303223
	Iteration 118Q: 3 clusters Score -1466287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1466288.375000 Penalty: 4811.303223
	Iteration 119Q: 3 clusters Score -1466288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1466291.500000 Penalty: 4811.303223
	Iteration 120F: 3 clusters Score -1466292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1466290.500000 Penalty: 4811.303223
	Iteration 121Q: 3 clusters Score -1466290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1466290.625000 Penalty: 4811.303223
	Iteration 122Q: 3 clusters Score -1466291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1466288.375000 Penalty: 4811.303223
	Iteration 123Q: 3 clusters Score -1466288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1466288.375000 Penalty: 4811.303223
	Iteration 124F: 3 clusters Score -1466288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Entering Unmasked Estep 
Score: -2257689.500000 Penalty: 2520.606201
	Iteration 0F: 2 clusters Score -2257690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2239642.500000 Penalty: 5041.212402
	Iteration 0F: 3 clusters Score -2239642 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2245929.750000 Penalty: 5041.212402
	Iteration 1F: 3 clusters Score -2245930 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2246462.500000 Penalty: 5041.212402
	Iteration 2F: 3 clusters Score -2246462 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2246990.250000 Penalty: 5041.212402
	Iteration 3F: 3 clusters Score -2246990 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2247607.000000 Penalty: 5041.212402
	Iteration 4F: 3 clusters Score -2247607 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2248340.750000 Penalty: 5041.212402
	Iteration 5F: 3 clusters Score -2248341 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2249250.500000 Penalty: 5041.212402
	Iteration 6F: 3 clusters Score -2249250 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2250445.750000 Penalty: 5041.212402
	Iteration 7F: 3 clusters Score -2250446 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2251835.750000 Penalty: 5041.212402
	Iteration 8F: 3 clusters Score -2251836 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2253098.000000 Penalty: 5041.212402
	Iteration 9F: 3 clusters Score -2253098 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2254024.250000 Penalty: 5041.212402
	Iteration 10Q: 3 clusters Score -2254024 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2254619.250000 Penalty: 5041.212402
	Iteration 11Q: 3 clusters Score -2254619 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2254956.750000 Penalty: 5041.212402
	Iteration 12Q: 3 clusters Score -2254957 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2255159.000000 Penalty: 5041.212402
	Iteration 13Q: 3 clusters Score -2255159 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2255283.500000 Penalty: 5041.212402
	Iteration 14Q: 3 clusters Score -2255284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2255373.750000 Penalty: 5041.212402
	Iteration 15Q: 3 clusters Score -2255374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2255435.500000 Penalty: 5041.212402
	Iteration 16Q: 3 clusters Score -2255436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2255483.500000 Penalty: 5041.212402
	Iteration 17Q: 3 clusters Score -2255484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2255499.250000 Penalty: 5041.212402
	Iteration 18Q: 3 clusters Score -2255499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2255518.000000 Penalty: 5041.212402
	Iteration 19Q: 3 clusters Score -2255518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2255527.250000 Penalty: 5041.212402
	Iteration 20F: 3 clusters Score -2255527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2255543.250000 Penalty: 5041.212402
	Iteration 21Q: 3 clusters Score -2255543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2255557.750000 Penalty: 5041.212402
	Iteration 22Q: 3 clusters Score -2255558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2255562.750000 Penalty: 5041.212402
	Iteration 23Q: 3 clusters Score -2255563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2255574.000000 Penalty: 5041.212402
	Iteration 24Q: 3 clusters Score -2255574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2255572.250000 Penalty: 5041.212402
	Iteration 25Q: 3 clusters Score -2255572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2255576.000000 Penalty: 5041.212402
	Iteration 26Q: 3 clusters Score -2255576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2255576.750000 Penalty: 5041.212402
	Iteration 27Q: 3 clusters Score -2255577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2255576.750000 Penalty: 5041.212402
	Iteration 28Q: 3 clusters Score -2255577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2255576.750000 Penalty: 5041.212402
	Iteration 29F: 3 clusters Score -2255577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22335.613281 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22335.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21089.179688 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21089.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21231.605469 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21231.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21258.369141 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21258.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21266.837891 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21266.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21269.304688 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21269.304688 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -21269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -251954.218750 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -251954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -248625.734375 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -248625.7 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -249436.375000 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -249436.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -249634.875000 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -249634.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -249780.078125 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -249780.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249918.984375 Penalty: 3994.097168
	Iteration 4F: 3 clusters Score -249919 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -250025.296875 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -250025.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -250125.812500 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -250125.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -250208.031250 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -250208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -250298.203125 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -250298.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -250400.812500 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -250400.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -250478.015625 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -250478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -250548.328125 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -250548.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -250609.125000 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -250609.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -250653.312500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -250653.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -250687.640625 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -250687.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -250709.546875 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -250709.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -250720.250000 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -250720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -250724.593750 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -250724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -250728.484375 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -250728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -250731.390625 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -250731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -250739.109375 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -250739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -250784.937500 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -250784.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -250850.375000 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -250850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -250879.218750 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -250879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -250895.828125 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -250895.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -250904.890625 Penalty: 3994.097168
	Iteration 25Q: 3 clusters Score -250904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -250913.984375 Penalty: 3994.097168
	Iteration 26Q: 3 clusters Score -250914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -250922.765625 Penalty: 3994.097168
	Iteration 27Q: 3 clusters Score -250922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -250927.703125 Penalty: 3994.097168
	Iteration 28Q: 3 clusters Score -250927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -250932.015625 Penalty: 3994.097168
	Iteration 29Q: 3 clusters Score -250932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -250933.015625 Penalty: 3994.097168
	Iteration 30Q: 3 clusters Score -250933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -250937.468750 Penalty: 3994.097168
	Iteration 31Q: 3 clusters Score -250937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -250939.140625 Penalty: 3994.097168
	Iteration 32Q: 3 clusters Score -250939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -250942.609375 Penalty: 3994.097168
	Iteration 33Q: 3 clusters Score -250942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -250946.921875 Penalty: 3994.097168
	Iteration 34Q: 3 clusters Score -250946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -250950.859375 Penalty: 3994.097168
	Iteration 35Q: 3 clusters Score -250950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -250952.609375 Penalty: 3994.097168
	Iteration 36Q: 3 clusters Score -250952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -250953.703125 Penalty: 3994.097168
	Iteration 37Q: 3 clusters Score -250953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -250954.015625 Penalty: 3994.097168
	Iteration 38Q: 3 clusters Score -250954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -250954.015625 Penalty: 3994.097168
	Iteration 39F: 3 clusters Score -250954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (205223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205223 members 
Entering Unmasked Estep 
Score: -18292964.000000 Penalty: 3033.499512
	Iteration 0F: 2 clusters Score -1.829296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -18155348.000000 Penalty: 6066.999023
	Iteration 0F: 3 clusters Score -1.815535e+07 nChanged 98614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -18212378.000000 Penalty: 6066.999023
	Iteration 1F: 3 clusters Score -1.821238e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -18213348.000000 Penalty: 6066.999023
	Iteration 2Q: 3 clusters Score -1.821335e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -18214524.000000 Penalty: 6066.999023
	Iteration 3Q: 3 clusters Score -1.821452e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -18216394.000000 Penalty: 6066.999023
	Iteration 4Q: 3 clusters Score -1.821639e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -18219396.000000 Penalty: 6066.999023
	Iteration 5Q: 3 clusters Score -1.82194e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -18224036.000000 Penalty: 6066.999023
	Iteration 6Q: 3 clusters Score -1.822404e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -18232822.000000 Penalty: 6066.999023
	Iteration 7F: 3 clusters Score -1.823282e+07 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -18246292.000000 Penalty: 6066.999023
	Iteration 8F: 3 clusters Score -1.824629e+07 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -18263756.000000 Penalty: 6066.999023
	Iteration 9F: 3 clusters Score -1.826376e+07 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 191459 members 
Entering Unmasked Estep 
Score: -18278212.000000 Penalty: 6066.999023
	Iteration 10F: 3 clusters Score -1.827821e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 199962 members 
Entering Unmasked Estep 
Score: -18285900.000000 Penalty: 6066.999023
	Iteration 11Q: 3 clusters Score -1.82859e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 203240 members 
Entering Unmasked Estep 
Score: -18288610.000000 Penalty: 6066.999023
	Iteration 12Q: 3 clusters Score -1.828861e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 204321 members 
Entering Unmasked Estep 
Score: -18289592.000000 Penalty: 6066.999023
	Iteration 13Q: 3 clusters Score -1.828959e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 204655 members 
Entering Unmasked Estep 
Score: -18289964.000000 Penalty: 6066.999023
	Iteration 14Q: 3 clusters Score -1.828996e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 204770 members 
Entering Unmasked Estep 
Score: -18290086.000000 Penalty: 6066.999023
	Iteration 15Q: 3 clusters Score -1.829009e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204820 members 
Entering Unmasked Estep 
Score: -18290168.000000 Penalty: 6066.999023
	Iteration 16Q: 3 clusters Score -1.829017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 204847 members 
Entering Unmasked Estep 
Score: -18290208.000000 Penalty: 6066.999023
	Iteration 17Q: 3 clusters Score -1.829021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -18290244.000000 Penalty: 6066.999023
	Iteration 18Q: 3 clusters Score -1.829024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -18290270.000000 Penalty: 6066.999023
	Iteration 19Q: 3 clusters Score -1.829027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 204865 members 
Entering Unmasked Estep 
Score: -18290278.000000 Penalty: 6066.999023
	Iteration 20F: 3 clusters Score -1.829028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -18290276.000000 Penalty: 6066.999023
	Iteration 21Q: 3 clusters Score -1.829028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -18290290.000000 Penalty: 6066.999023
	Iteration 22Q: 3 clusters Score -1.829029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 204873 members 
Entering Unmasked Estep 
Score: -18290286.000000 Penalty: 6066.999023
	Iteration 23Q: 3 clusters Score -1.829029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 204876 members 
Entering Unmasked Estep 
Score: -18290298.000000 Penalty: 6066.999023
	Iteration 24Q: 3 clusters Score -1.82903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 204875 members 
Entering Unmasked Estep 
Score: -18290302.000000 Penalty: 6066.999023
	Iteration 25Q: 3 clusters Score -1.82903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 204874 members 
Entering Unmasked Estep 
Score: -18290320.000000 Penalty: 6066.999023
	Iteration 26Q: 3 clusters Score -1.829032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -18290324.000000 Penalty: 6066.999023
	Iteration 27Q: 3 clusters Score -1.829032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -18290334.000000 Penalty: 6066.999023
	Iteration 28Q: 3 clusters Score -1.829033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -18290332.000000 Penalty: 6066.999023
	Iteration 29Q: 3 clusters Score -1.829033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 204870 members 
Entering Unmasked Estep 
Score: -18290324.000000 Penalty: 6066.999023
	Iteration 30Q: 3 clusters Score -1.829032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -18290330.000000 Penalty: 6066.999023
	Iteration 31Q: 3 clusters Score -1.829033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -18290328.000000 Penalty: 6066.999023
	Iteration 32Q: 3 clusters Score -1.829033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 204866 members 
Entering Unmasked Estep 
Score: -18290326.000000 Penalty: 6066.999023
	Iteration 33Q: 3 clusters Score -1.829033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 204866 members 
Entering Unmasked Estep 
Score: -18290332.000000 Penalty: 6066.999023
	Iteration 34Q: 3 clusters Score -1.829033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -18290338.000000 Penalty: 6066.999023
	Iteration 35Q: 3 clusters Score -1.829034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 204873 members 
Entering Unmasked Estep 
Score: -18290354.000000 Penalty: 6066.999023
	Iteration 36Q: 3 clusters Score -1.829035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 204877 members 
Entering Unmasked Estep 
Score: -18290366.000000 Penalty: 6066.999023
	Iteration 37Q: 3 clusters Score -1.829037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 204880 members 
Entering Unmasked Estep 
Score: -18290374.000000 Penalty: 6066.999023
	Iteration 38Q: 3 clusters Score -1.829037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -18290372.000000 Penalty: 6066.999023
	Iteration 39Q: 3 clusters Score -1.829037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -18290376.000000 Penalty: 6066.999023
	Iteration 40F: 3 clusters Score -1.829038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 204880 members 
Entering Unmasked Estep 
Score: -18290378.000000 Penalty: 6066.999023
	Iteration 41Q: 3 clusters Score -1.829038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 204879 members 
Entering Unmasked Estep 
Score: -18290372.000000 Penalty: 6066.999023
	Iteration 42Q: 3 clusters Score -1.829037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -18290376.000000 Penalty: 6066.999023
	Iteration 43Q: 3 clusters Score -1.829038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 204877 members 
Entering Unmasked Estep 
Score: -18290376.000000 Penalty: 6066.999023
	Iteration 44Q: 3 clusters Score -1.829038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 204877 members 
Entering Unmasked Estep 
Score: -18290376.000000 Penalty: 6066.999023
	Iteration 45F: 3 clusters Score -1.829038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Entering Unmasked Estep 
Score: -1887648.000000 Penalty: 2471.216553
	Iteration 0F: 2 clusters Score -1887648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1872695.625000 Penalty: 4942.433105
	Iteration 0F: 3 clusters Score -1872696 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1877698.875000 Penalty: 4942.433105
	Iteration 1F: 3 clusters Score -1877699 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1878128.750000 Penalty: 4942.433105
	Iteration 2F: 3 clusters Score -1878129 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1878459.750000 Penalty: 4942.433105
	Iteration 3Q: 3 clusters Score -1878460 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1878783.625000 Penalty: 4942.433105
	Iteration 4Q: 3 clusters Score -1878784 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1879094.375000 Penalty: 4942.433105
	Iteration 5Q: 3 clusters Score -1879094 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1879415.375000 Penalty: 4942.433105
	Iteration 6Q: 3 clusters Score -1879415 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1879795.500000 Penalty: 4942.433105
	Iteration 7Q: 3 clusters Score -1879796 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1880290.500000 Penalty: 4942.433105
	Iteration 8Q: 3 clusters Score -1880290 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1880918.500000 Penalty: 4942.433105
	Iteration 9Q: 3 clusters Score -1880918 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1881666.125000 Penalty: 4942.433105
	Iteration 10F: 3 clusters Score -1881666 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1882535.875000 Penalty: 4942.433105
	Iteration 11F: 3 clusters Score -1882536 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1883365.875000 Penalty: 4942.433105
	Iteration 12Q: 3 clusters Score -1883366 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1883959.500000 Penalty: 4942.433105
	Iteration 13Q: 3 clusters Score -1883960 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1884329.375000 Penalty: 4942.433105
	Iteration 14Q: 3 clusters Score -1884329 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1884532.875000 Penalty: 4942.433105
	Iteration 15Q: 3 clusters Score -1884533 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1884669.375000 Penalty: 4942.433105
	Iteration 16Q: 3 clusters Score -1884669 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1884753.750000 Penalty: 4942.433105
	Iteration 17Q: 3 clusters Score -1884754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1884810.625000 Penalty: 4942.433105
	Iteration 18Q: 3 clusters Score -1884811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1884856.875000 Penalty: 4942.433105
	Iteration 19Q: 3 clusters Score -1884857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1884903.750000 Penalty: 4942.433105
	Iteration 20F: 3 clusters Score -1884904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1884952.875000 Penalty: 4942.433105
	Iteration 21Q: 3 clusters Score -1884953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1884992.500000 Penalty: 4942.433105
	Iteration 22Q: 3 clusters Score -1884992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1885022.000000 Penalty: 4942.433105
	Iteration 23Q: 3 clusters Score -1885022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1885040.875000 Penalty: 4942.433105
	Iteration 24Q: 3 clusters Score -1885041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1885058.875000 Penalty: 4942.433105
	Iteration 25Q: 3 clusters Score -1885059 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1885072.750000 Penalty: 4942.433105
	Iteration 26Q: 3 clusters Score -1885073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1885097.250000 Penalty: 4942.433105
	Iteration 27Q: 3 clusters Score -1885097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1885120.250000 Penalty: 4942.433105
	Iteration 28Q: 3 clusters Score -1885120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1885130.875000 Penalty: 4942.433105
	Iteration 29Q: 3 clusters Score -1885131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1885142.750000 Penalty: 4942.433105
	Iteration 30Q: 3 clusters Score -1885143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1885162.250000 Penalty: 4942.433105
	Iteration 31Q: 3 clusters Score -1885162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1885187.500000 Penalty: 4942.433105
	Iteration 32Q: 3 clusters Score -1885188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1885213.250000 Penalty: 4942.433105
	Iteration 33Q: 3 clusters Score -1885213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1885233.375000 Penalty: 4942.433105
	Iteration 34Q: 3 clusters Score -1885233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1885250.750000 Penalty: 4942.433105
	Iteration 35Q: 3 clusters Score -1885251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1885268.750000 Penalty: 4942.433105
	Iteration 36Q: 3 clusters Score -1885269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1885292.625000 Penalty: 4942.433105
	Iteration 37Q: 3 clusters Score -1885293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1885313.000000 Penalty: 4942.433105
	Iteration 38Q: 3 clusters Score -1885313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1885333.875000 Penalty: 4942.433105
	Iteration 39Q: 3 clusters Score -1885334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1885364.250000 Penalty: 4942.433105
	Iteration 40F: 3 clusters Score -1885364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1885380.250000 Penalty: 4942.433105
	Iteration 41Q: 3 clusters Score -1885380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1885400.375000 Penalty: 4942.433105
	Iteration 42Q: 3 clusters Score -1885400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1885407.500000 Penalty: 4942.433105
	Iteration 43Q: 3 clusters Score -1885408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1885414.625000 Penalty: 4942.433105
	Iteration 44Q: 3 clusters Score -1885415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1885422.875000 Penalty: 4942.433105
	Iteration 45Q: 3 clusters Score -1885423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1885431.125000 Penalty: 4942.433105
	Iteration 46Q: 3 clusters Score -1885431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1885437.500000 Penalty: 4942.433105
	Iteration 47Q: 3 clusters Score -1885438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1885450.500000 Penalty: 4942.433105
	Iteration 48Q: 3 clusters Score -1885450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1885454.250000 Penalty: 4942.433105
	Iteration 49Q: 3 clusters Score -1885454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1885459.125000 Penalty: 4942.433105
	Iteration 50Q: 3 clusters Score -1885459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1885469.125000 Penalty: 4942.433105
	Iteration 51Q: 3 clusters Score -1885469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1885476.000000 Penalty: 4942.433105
	Iteration 52Q: 3 clusters Score -1885476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1885488.375000 Penalty: 4942.433105
	Iteration 53Q: 3 clusters Score -1885488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1885500.750000 Penalty: 4942.433105
	Iteration 54Q: 3 clusters Score -1885501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1885510.000000 Penalty: 4942.433105
	Iteration 55Q: 3 clusters Score -1885510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1885514.500000 Penalty: 4942.433105
	Iteration 56Q: 3 clusters Score -1885514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1885521.000000 Penalty: 4942.433105
	Iteration 57Q: 3 clusters Score -1885521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1885525.125000 Penalty: 4942.433105
	Iteration 58Q: 3 clusters Score -1885525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1885530.125000 Penalty: 4942.433105
	Iteration 59Q: 3 clusters Score -1885530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1885534.875000 Penalty: 4942.433105
	Iteration 60F: 3 clusters Score -1885535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1885532.125000 Penalty: 4942.433105
	Iteration 61Q: 3 clusters Score -1885532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1885534.000000 Penalty: 4942.433105
	Iteration 62Q: 3 clusters Score -1885534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1885535.875000 Penalty: 4942.433105
	Iteration 63Q: 3 clusters Score -1885536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1885539.125000 Penalty: 4942.433105
	Iteration 64Q: 3 clusters Score -1885539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1885537.375000 Penalty: 4942.433105
	Iteration 65Q: 3 clusters Score -1885537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1885545.000000 Penalty: 4942.433105
	Iteration 66Q: 3 clusters Score -1885545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1885542.750000 Penalty: 4942.433105
	Iteration 67Q: 3 clusters Score -1885543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1885546.500000 Penalty: 4942.433105
	Iteration 68Q: 3 clusters Score -1885546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1885548.625000 Penalty: 4942.433105
	Iteration 69Q: 3 clusters Score -1885549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1885554.375000 Penalty: 4942.433105
	Iteration 70Q: 3 clusters Score -1885554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1885558.125000 Penalty: 4942.433105
	Iteration 71Q: 3 clusters Score -1885558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1885565.625000 Penalty: 4942.433105
	Iteration 72Q: 3 clusters Score -1885566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1885576.750000 Penalty: 4942.433105
	Iteration 73Q: 3 clusters Score -1885577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1885579.375000 Penalty: 4942.433105
	Iteration 74Q: 3 clusters Score -1885579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1885580.750000 Penalty: 4942.433105
	Iteration 75Q: 3 clusters Score -1885581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1885580.375000 Penalty: 4942.433105
	Iteration 76Q: 3 clusters Score -1885580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1885585.875000 Penalty: 4942.433105
	Iteration 77Q: 3 clusters Score -1885586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1885586.875000 Penalty: 4942.433105
	Iteration 78Q: 3 clusters Score -1885587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1885589.500000 Penalty: 4942.433105
	Iteration 79Q: 3 clusters Score -1885590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1885589.500000 Penalty: 4942.433105
	Iteration 80F: 3 clusters Score -1885590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -276401.406250 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -276401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -272978.500000 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -272978.5 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -273797.312500 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -273797.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -274055.375000 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -274055.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -274225.187500 Penalty: 4018.131348
	Iteration 3F: 3 clusters Score -274225.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -274337.593750 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -274337.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -274412.687500 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -274412.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -274473.875000 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -274473.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -274522.156250 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -274522.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -274551.406250 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -274551.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -274574.656250 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -274574.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -274593.687500 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -274593.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -274616.843750 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -274616.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -274639.656250 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -274639.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -274661.125000 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -274661.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -274690.343750 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -274690.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -274718.625000 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -274718.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274742.281250 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -274742.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -274766.593750 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -274766.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -274782.531250 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -274782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -274798.156250 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -274798.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274812.437500 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -274812.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -274824.312500 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -274824.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274834.531250 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -274834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -274842.343750 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -274842.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -274849.968750 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -274850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -274858.406250 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -274858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -274867.656250 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -274867.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -274872.656250 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -274872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -274876.906250 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -274876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -274881.000000 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -274881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -274883.343750 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -274883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -274886.718750 Penalty: 4018.131348
	Iteration 31Q: 3 clusters Score -274886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -274892.625000 Penalty: 4018.131348
	Iteration 32Q: 3 clusters Score -274892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -274896.906250 Penalty: 4018.131348
	Iteration 33Q: 3 clusters Score -274896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -274900.906250 Penalty: 4018.131348
	Iteration 34Q: 3 clusters Score -274900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -274905.656250 Penalty: 4018.131348
	Iteration 35Q: 3 clusters Score -274905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -274906.562500 Penalty: 4018.131348
	Iteration 36Q: 3 clusters Score -274906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -274906.781250 Penalty: 4018.131348
	Iteration 37Q: 3 clusters Score -274906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -274907.593750 Penalty: 4018.131348
	Iteration 38Q: 3 clusters Score -274907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -274907.468750 Penalty: 4018.131348
	Iteration 39Q: 3 clusters Score -274907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -274908.312500 Penalty: 4018.131348
	Iteration 40F: 3 clusters Score -274908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -274908.593750 Penalty: 4018.131348
	Iteration 41Q: 3 clusters Score -274908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -274909.000000 Penalty: 4018.131348
	Iteration 42Q: 3 clusters Score -274909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -274910.562500 Penalty: 4018.131348
	Iteration 43Q: 3 clusters Score -274910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -274913.937500 Penalty: 4018.131348
	Iteration 44Q: 3 clusters Score -274913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -274916.125000 Penalty: 4018.131348
	Iteration 45Q: 3 clusters Score -274916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -274919.656250 Penalty: 4018.131348
	Iteration 46Q: 3 clusters Score -274919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -274921.468750 Penalty: 4018.131348
	Iteration 47Q: 3 clusters Score -274921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -274922.062500 Penalty: 4018.131348
	Iteration 48Q: 3 clusters Score -274922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -274922.062500 Penalty: 4018.131348
	Iteration 49F: 3 clusters Score -274922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -912147.500000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -912147.5 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 5031 members 
Entering Unmasked Estep 
Score: -904378.750000 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -904378.8 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -906680.062500 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -906680.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -906926.875000 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -906926.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -907094.500000 Penalty: 4574.098145
	Iteration 3Q: 3 clusters Score -907094.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -907223.125000 Penalty: 4574.098145
	Iteration 4Q: 3 clusters Score -907223.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -907332.125000 Penalty: 4574.098145
	Iteration 5Q: 3 clusters Score -907332.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -907435.312500 Penalty: 4574.098145
	Iteration 6Q: 3 clusters Score -907435.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -907542.125000 Penalty: 4574.098145
	Iteration 7Q: 3 clusters Score -907542.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -907653.500000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -907653.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -907774.875000 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -907774.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -907919.625000 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -907919.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -908103.250000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -908103.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -908296.812500 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -908296.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -908536.562500 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -908536.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -908827.437500 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -908827.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -909120.375000 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -909120.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -909407.312500 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -909407.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -909656.562500 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -909656.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -909823.750000 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -909823.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -909939.625000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -909939.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -910028.125000 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -910028.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -910082.625000 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -910082.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -910123.812500 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -910123.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -910152.562500 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -910152.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -910176.875000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -910176.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -910199.937500 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -910199.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -910210.937500 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -910210.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -910220.375000 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -910220.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -910231.937500 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -910231.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -910247.187500 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -910247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -910254.687500 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -910254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -910260.625000 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -910260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -910264.937500 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -910264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -910268.437500 Penalty: 4574.098145
	Iteration 33Q: 3 clusters Score -910268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -910277.937500 Penalty: 4574.098145
	Iteration 34Q: 3 clusters Score -910277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -910279.000000 Penalty: 4574.098145
	Iteration 35Q: 3 clusters Score -910279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -910284.687500 Penalty: 4574.098145
	Iteration 36Q: 3 clusters Score -910284.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -910287.312500 Penalty: 4574.098145
	Iteration 37Q: 3 clusters Score -910287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -910293.000000 Penalty: 4574.098145
	Iteration 38Q: 3 clusters Score -910293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -910297.062500 Penalty: 4574.098145
	Iteration 39Q: 3 clusters Score -910297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -910298.250000 Penalty: 4574.098145
	Iteration 40F: 3 clusters Score -910298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -910300.562500 Penalty: 4574.098145
	Iteration 41Q: 3 clusters Score -910300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -910302.250000 Penalty: 4574.098145
	Iteration 42Q: 3 clusters Score -910302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -910303.062500 Penalty: 4574.098145
	Iteration 43Q: 3 clusters Score -910303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -910304.000000 Penalty: 4574.098145
	Iteration 44Q: 3 clusters Score -910304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -910305.562500 Penalty: 4574.098145
	Iteration 45Q: 3 clusters Score -910305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -910308.562500 Penalty: 4574.098145
	Iteration 46Q: 3 clusters Score -910308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -910312.062500 Penalty: 4574.098145
	Iteration 47Q: 3 clusters Score -910312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -910312.062500 Penalty: 4574.098145
	Iteration 48F: 3 clusters Score -910312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -296043.968750 Penalty: 2026.416382
	Iteration 0F: 2 clusters Score -296044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -292460.406250 Penalty: 4052.832764
	Iteration 0F: 3 clusters Score -292460.4 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -293189.468750 Penalty: 4052.832764
	Iteration 1F: 3 clusters Score -293189.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -293376.906250 Penalty: 4052.832764
	Iteration 2F: 3 clusters Score -293376.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -293504.718750 Penalty: 4052.832764
	Iteration 3F: 3 clusters Score -293504.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -293597.156250 Penalty: 4052.832764
	Iteration 4Q: 3 clusters Score -293597.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -293678.031250 Penalty: 4052.832764
	Iteration 5Q: 3 clusters Score -293678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -293731.218750 Penalty: 4052.832764
	Iteration 6Q: 3 clusters Score -293731.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -293770.593750 Penalty: 4052.832764
	Iteration 7Q: 3 clusters Score -293770.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -293810.562500 Penalty: 4052.832764
	Iteration 8Q: 3 clusters Score -293810.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -293842.093750 Penalty: 4052.832764
	Iteration 9Q: 3 clusters Score -293842.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -293870.281250 Penalty: 4052.832764
	Iteration 10Q: 3 clusters Score -293870.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -293894.968750 Penalty: 4052.832764
	Iteration 11Q: 3 clusters Score -293895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -293915.406250 Penalty: 4052.832764
	Iteration 12Q: 3 clusters Score -293915.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -293927.312500 Penalty: 4052.832764
	Iteration 13Q: 3 clusters Score -293927.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -293938.656250 Penalty: 4052.832764
	Iteration 14Q: 3 clusters Score -293938.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -293955.531250 Penalty: 4052.832764
	Iteration 15Q: 3 clusters Score -293955.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -293970.593750 Penalty: 4052.832764
	Iteration 16Q: 3 clusters Score -293970.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -293983.468750 Penalty: 4052.832764
	Iteration 17Q: 3 clusters Score -293983.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -293995.437500 Penalty: 4052.832764
	Iteration 18Q: 3 clusters Score -293995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -294005.968750 Penalty: 4052.832764
	Iteration 19Q: 3 clusters Score -294006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -294018.281250 Penalty: 4052.832764
	Iteration 20F: 3 clusters Score -294018.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -294036.937500 Penalty: 4052.832764
	Iteration 21Q: 3 clusters Score -294036.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -294054.156250 Penalty: 4052.832764
	Iteration 22Q: 3 clusters Score -294054.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -294066.781250 Penalty: 4052.832764
	Iteration 23Q: 3 clusters Score -294066.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -294085.562500 Penalty: 4052.832764
	Iteration 24Q: 3 clusters Score -294085.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -294113.875000 Penalty: 4052.832764
	Iteration 25Q: 3 clusters Score -294113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -294141.656250 Penalty: 4052.832764
	Iteration 26Q: 3 clusters Score -294141.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -294155.875000 Penalty: 4052.832764
	Iteration 27Q: 3 clusters Score -294155.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -294166.093750 Penalty: 4052.832764
	Iteration 28Q: 3 clusters Score -294166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -294178.437500 Penalty: 4052.832764
	Iteration 29Q: 3 clusters Score -294178.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -294189.125000 Penalty: 4052.832764
	Iteration 30Q: 3 clusters Score -294189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -294196.750000 Penalty: 4052.832764
	Iteration 31Q: 3 clusters Score -294196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -294200.968750 Penalty: 4052.832764
	Iteration 32Q: 3 clusters Score -294201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -294203.093750 Penalty: 4052.832764
	Iteration 33Q: 3 clusters Score -294203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -294206.156250 Penalty: 4052.832764
	Iteration 34Q: 3 clusters Score -294206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -294211.812500 Penalty: 4052.832764
	Iteration 35Q: 3 clusters Score -294211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -294214.250000 Penalty: 4052.832764
	Iteration 36Q: 3 clusters Score -294214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -294215.375000 Penalty: 4052.832764
	Iteration 37Q: 3 clusters Score -294215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -294215.375000 Penalty: 4052.832764
	Iteration 38F: 3 clusters Score -294215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -580415.937500 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -580415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -574705.750000 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -574705.8 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -576135.625000 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -576135.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -576375.875000 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -576375.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -576545.687500 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -576545.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -576679.437500 Penalty: 4386.933594
	Iteration 4Q: 3 clusters Score -576679.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -576805.250000 Penalty: 4386.933594
	Iteration 5Q: 3 clusters Score -576805.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -576939.125000 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -576939.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -577085.687500 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -577085.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -577223.187500 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -577223.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -577380.312500 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -577380.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -577571.312500 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -577571.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -577740.750000 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -577740.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -577921.437500 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -577921.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -578123.125000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -578123.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -578311.125000 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -578311.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -578453.125000 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -578453.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -578580.062500 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -578580.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -578692.875000 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -578692.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -578805.625000 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -578805.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -578875.687500 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -578875.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -578917.250000 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -578917.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -578960.312500 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -578960.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -578993.125000 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -578993.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -579006.312500 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -579006.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -579015.812500 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -579015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -579025.625000 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -579025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -579034.625000 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -579034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -579040.125000 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -579040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -579044.250000 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -579044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -579050.250000 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -579050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -579052.250000 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -579052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -579056.312500 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -579056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -579061.000000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -579061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -579062.125000 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -579062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -579063.875000 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -579063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -579065.875000 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -579065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -579066.562500 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -579066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -579069.250000 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -579069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -579072.062500 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -579072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -579071.750000 Penalty: 4386.933594
	Iteration 39Q: 3 clusters Score -579071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -579071.750000 Penalty: 4386.933594
	Iteration 40F: 3 clusters Score -579071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -525001.062500 Penalty: 2170.992676
	Iteration 0F: 2 clusters Score -525001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -519681.625000 Penalty: 4341.985352
	Iteration 0F: 3 clusters Score -519681.6 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -521269.031250 Penalty: 4341.985352
	Iteration 1F: 3 clusters Score -521269 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -521723.906250 Penalty: 4341.985352
	Iteration 2F: 3 clusters Score -521723.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -522090.906250 Penalty: 4341.985352
	Iteration 3F: 3 clusters Score -522090.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -522402.125000 Penalty: 4341.985352
	Iteration 4F: 3 clusters Score -522402.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -522712.062500 Penalty: 4341.985352
	Iteration 5Q: 3 clusters Score -522712.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -523028.500000 Penalty: 4341.985352
	Iteration 6Q: 3 clusters Score -523028.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -523347.656250 Penalty: 4341.985352
	Iteration 7F: 3 clusters Score -523347.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -523749.062500 Penalty: 4341.985352
	Iteration 8F: 3 clusters Score -523749.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -524179.718750 Penalty: 4341.985352
	Iteration 9F: 3 clusters Score -524179.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -524582.625000 Penalty: 4341.985352
	Iteration 10F: 3 clusters Score -524582.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -524871.125000 Penalty: 4341.985352
	Iteration 11F: 3 clusters Score -524871.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -525118.937500 Penalty: 4341.985352
	Iteration 12Q: 3 clusters Score -525118.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -525323.500000 Penalty: 4341.985352
	Iteration 13Q: 3 clusters Score -525323.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -525428.500000 Penalty: 4341.985352
	Iteration 14Q: 3 clusters Score -525428.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -525486.062500 Penalty: 4341.985352
	Iteration 15Q: 3 clusters Score -525486.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -525534.500000 Penalty: 4341.985352
	Iteration 16Q: 3 clusters Score -525534.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -525571.187500 Penalty: 4341.985352
	Iteration 17Q: 3 clusters Score -525571.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -525592.812500 Penalty: 4341.985352
	Iteration 18Q: 3 clusters Score -525592.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -525610.687500 Penalty: 4341.985352
	Iteration 19Q: 3 clusters Score -525610.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -525621.562500 Penalty: 4341.985352
	Iteration 20F: 3 clusters Score -525621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -525624.750000 Penalty: 4341.985352
	Iteration 21Q: 3 clusters Score -525624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -525626.812500 Penalty: 4341.985352
	Iteration 22Q: 3 clusters Score -525626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -525627.062500 Penalty: 4341.985352
	Iteration 23Q: 3 clusters Score -525627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -525627.875000 Penalty: 4341.985352
	Iteration 24Q: 3 clusters Score -525627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -525628.750000 Penalty: 4341.985352
	Iteration 25Q: 3 clusters Score -525628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -525630.500000 Penalty: 4341.985352
	Iteration 26Q: 3 clusters Score -525630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -525632.187500 Penalty: 4341.985352
	Iteration 27Q: 3 clusters Score -525632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -525634.000000 Penalty: 4341.985352
	Iteration 28Q: 3 clusters Score -525634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -525637.500000 Penalty: 4341.985352
	Iteration 29Q: 3 clusters Score -525637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -525637.687500 Penalty: 4341.985352
	Iteration 30Q: 3 clusters Score -525637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -525638.875000 Penalty: 4341.985352
	Iteration 31Q: 3 clusters Score -525638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -525638.875000 Penalty: 4341.985352
	Iteration 32F: 3 clusters Score -525638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37386 members 
Mstep: Class 3 contains 202224 members 
Mstep: Class 4 contains 38791 members 
Mstep: Class 5 contains 93903 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 427331 members 
Mstep: Class 8 contains 68675 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 62204 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 16 contains 30831 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 205223 members 
Mstep: Class 22 contains 21260 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 3537 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 14959 members 
Mstep: Class 32 contains 151344 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 2061 members 
Entering Unmasked Estep 
Score: -146478656.000000 Penalty: 124552.312500
Splitting cluster 27 changes total score from -146479296.000000 to -146478656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (25206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Entering Unmasked Estep 
Score: -2159913.750000 Penalty: 2513.439697
	Iteration 0F: 2 clusters Score -2159914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2142439.000000 Penalty: 5026.879395
	Iteration 0F: 3 clusters Score -2142439 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2148384.500000 Penalty: 5026.879395
	Iteration 1F: 3 clusters Score -2148384 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2148861.750000 Penalty: 5026.879395
	Iteration 2F: 3 clusters Score -2148862 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2149383.000000 Penalty: 5026.879395
	Iteration 3Q: 3 clusters Score -2149383 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2150094.250000 Penalty: 5026.879395
	Iteration 4F: 3 clusters Score -2150094 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2151105.500000 Penalty: 5026.879395
	Iteration 5F: 3 clusters Score -2151106 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2152398.000000 Penalty: 5026.879395
	Iteration 6F: 3 clusters Score -2152398 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2154016.500000 Penalty: 5026.879395
	Iteration 7F: 3 clusters Score -2154016 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2155521.250000 Penalty: 5026.879395
	Iteration 8F: 3 clusters Score -2155521 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2156514.750000 Penalty: 5026.879395
	Iteration 9Q: 3 clusters Score -2156515 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2157043.500000 Penalty: 5026.879395
	Iteration 10Q: 3 clusters Score -2157044 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -2157337.000000 Penalty: 5026.879395
	Iteration 11Q: 3 clusters Score -2157337 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2157474.000000 Penalty: 5026.879395
	Iteration 12Q: 3 clusters Score -2157474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2157564.000000 Penalty: 5026.879395
	Iteration 13Q: 3 clusters Score -2157564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -2157610.750000 Penalty: 5026.879395
	Iteration 14Q: 3 clusters Score -2157611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2157640.000000 Penalty: 5026.879395
	Iteration 15Q: 3 clusters Score -2157640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2157645.750000 Penalty: 5026.879395
	Iteration 16Q: 3 clusters Score -2157646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2157651.750000 Penalty: 5026.879395
	Iteration 17Q: 3 clusters Score -2157652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2157659.250000 Penalty: 5026.879395
	Iteration 18Q: 3 clusters Score -2157659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2157664.750000 Penalty: 5026.879395
	Iteration 19Q: 3 clusters Score -2157665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2157672.500000 Penalty: 5026.879395
	Iteration 20F: 3 clusters Score -2157672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2157675.750000 Penalty: 5026.879395
	Iteration 21Q: 3 clusters Score -2157676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -2157687.500000 Penalty: 5026.879395
	Iteration 22Q: 3 clusters Score -2157688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2157690.750000 Penalty: 5026.879395
	Iteration 23Q: 3 clusters Score -2157691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2157702.500000 Penalty: 5026.879395
	Iteration 24Q: 3 clusters Score -2157702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2157710.000000 Penalty: 5026.879395
	Iteration 25Q: 3 clusters Score -2157710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2157718.500000 Penalty: 5026.879395
	Iteration 26Q: 3 clusters Score -2157718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2157731.750000 Penalty: 5026.879395
	Iteration 27Q: 3 clusters Score -2157732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2157738.250000 Penalty: 5026.879395
	Iteration 28Q: 3 clusters Score -2157738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -2157743.500000 Penalty: 5026.879395
	Iteration 29Q: 3 clusters Score -2157744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2157750.750000 Penalty: 5026.879395
	Iteration 30Q: 3 clusters Score -2157751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2157756.750000 Penalty: 5026.879395
	Iteration 31Q: 3 clusters Score -2157757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2157769.500000 Penalty: 5026.879395
	Iteration 32Q: 3 clusters Score -2157770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -2157774.750000 Penalty: 5026.879395
	Iteration 33Q: 3 clusters Score -2157775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -2157778.000000 Penalty: 5026.879395
	Iteration 34Q: 3 clusters Score -2157778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2157782.750000 Penalty: 5026.879395
	Iteration 35Q: 3 clusters Score -2157783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2157784.250000 Penalty: 5026.879395
	Iteration 36Q: 3 clusters Score -2157784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2157784.250000 Penalty: 5026.879395
	Iteration 37F: 3 clusters Score -2157784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Entering Unmasked Estep 
Score: -1338087.875000 Penalty: 2412.234131
	Iteration 0F: 2 clusters Score -1338088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1326062.125000 Penalty: 4824.468262
	Iteration 0F: 3 clusters Score -1326062 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1330073.000000 Penalty: 4824.468262
	Iteration 1F: 3 clusters Score -1330073 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1330565.125000 Penalty: 4824.468262
	Iteration 2F: 3 clusters Score -1330565 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1331014.875000 Penalty: 4824.468262
	Iteration 3F: 3 clusters Score -1331015 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1331471.375000 Penalty: 4824.468262
	Iteration 4F: 3 clusters Score -1331471 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1331968.625000 Penalty: 4824.468262
	Iteration 5F: 3 clusters Score -1331969 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1332525.125000 Penalty: 4824.468262
	Iteration 6F: 3 clusters Score -1332525 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1333121.625000 Penalty: 4824.468262
	Iteration 7F: 3 clusters Score -1333122 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1333715.750000 Penalty: 4824.468262
	Iteration 8Q: 3 clusters Score -1333716 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1334214.125000 Penalty: 4824.468262
	Iteration 9Q: 3 clusters Score -1334214 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1334607.375000 Penalty: 4824.468262
	Iteration 10Q: 3 clusters Score -1334607 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1334890.500000 Penalty: 4824.468262
	Iteration 11Q: 3 clusters Score -1334890 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1335087.625000 Penalty: 4824.468262
	Iteration 12Q: 3 clusters Score -1335088 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1335238.750000 Penalty: 4824.468262
	Iteration 13Q: 3 clusters Score -1335239 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1335369.000000 Penalty: 4824.468262
	Iteration 14Q: 3 clusters Score -1335369 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1335463.125000 Penalty: 4824.468262
	Iteration 15Q: 3 clusters Score -1335463 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1335526.375000 Penalty: 4824.468262
	Iteration 16Q: 3 clusters Score -1335526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1335592.125000 Penalty: 4824.468262
	Iteration 17Q: 3 clusters Score -1335592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1335643.750000 Penalty: 4824.468262
	Iteration 18Q: 3 clusters Score -1335644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1335681.375000 Penalty: 4824.468262
	Iteration 19Q: 3 clusters Score -1335681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1335720.500000 Penalty: 4824.468262
	Iteration 20F: 3 clusters Score -1335720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1335751.875000 Penalty: 4824.468262
	Iteration 21Q: 3 clusters Score -1335752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1335774.750000 Penalty: 4824.468262
	Iteration 22Q: 3 clusters Score -1335775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1335801.250000 Penalty: 4824.468262
	Iteration 23Q: 3 clusters Score -1335801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1335826.500000 Penalty: 4824.468262
	Iteration 24Q: 3 clusters Score -1335826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1335847.250000 Penalty: 4824.468262
	Iteration 25Q: 3 clusters Score -1335847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1335870.625000 Penalty: 4824.468262
	Iteration 26Q: 3 clusters Score -1335871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1335885.000000 Penalty: 4824.468262
	Iteration 27Q: 3 clusters Score -1335885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1335895.375000 Penalty: 4824.468262
	Iteration 28Q: 3 clusters Score -1335895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1335907.750000 Penalty: 4824.468262
	Iteration 29Q: 3 clusters Score -1335908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1335914.250000 Penalty: 4824.468262
	Iteration 30Q: 3 clusters Score -1335914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1335919.875000 Penalty: 4824.468262
	Iteration 31Q: 3 clusters Score -1335920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1335927.625000 Penalty: 4824.468262
	Iteration 32Q: 3 clusters Score -1335928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1335935.125000 Penalty: 4824.468262
	Iteration 33Q: 3 clusters Score -1335935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1335938.750000 Penalty: 4824.468262
	Iteration 34Q: 3 clusters Score -1335939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1335945.500000 Penalty: 4824.468262
	Iteration 35Q: 3 clusters Score -1335946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1335954.750000 Penalty: 4824.468262
	Iteration 36Q: 3 clusters Score -1335955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1335958.000000 Penalty: 4824.468262
	Iteration 37Q: 3 clusters Score -1335958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1335961.500000 Penalty: 4824.468262
	Iteration 38Q: 3 clusters Score -1335962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1335961.000000 Penalty: 4824.468262
	Iteration 39Q: 3 clusters Score -1335961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1335962.875000 Penalty: 4824.468262
	Iteration 40F: 3 clusters Score -1335963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1335964.000000 Penalty: 4824.468262
	Iteration 41Q: 3 clusters Score -1335964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1335964.000000 Penalty: 4824.468262
	Iteration 42F: 3 clusters Score -1335964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -173127.890625 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -173127.9 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 996 members 
Entering Unmasked Estep 
Score: -170466.968750 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -170467 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170926.109375 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -170926.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -171056.640625 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -171056.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -171111.796875 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -171111.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -171140.203125 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -171140.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171161.562500 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -171161.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -171185.031250 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -171185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171212.562500 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -171212.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -171244.093750 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -171244.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -171272.265625 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -171272.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -171290.125000 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -171290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -171308.359375 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -171308.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -171325.703125 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -171325.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171335.296875 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -171335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171340.718750 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -171340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171348.593750 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -171348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171356.828125 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -171356.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171364.031250 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -171364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171369.437500 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -171369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -171380.296875 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -171380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171388.812500 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -171388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -171396.453125 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -171396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171400.093750 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -171400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -171404.156250 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -171404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -171411.187500 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -171411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171415.703125 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -171415.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -171422.109375 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -171422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171428.437500 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -171428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -171435.703125 Penalty: 3787.110840
	Iteration 28Q: 3 clusters Score -171435.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171445.531250 Penalty: 3787.110840
	Iteration 29Q: 3 clusters Score -171445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171456.687500 Penalty: 3787.110840
	Iteration 30Q: 3 clusters Score -171456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -171465.328125 Penalty: 3787.110840
	Iteration 31Q: 3 clusters Score -171465.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171477.171875 Penalty: 3787.110840
	Iteration 32Q: 3 clusters Score -171477.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -171497.156250 Penalty: 3787.110840
	Iteration 33Q: 3 clusters Score -171497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -171514.203125 Penalty: 3787.110840
	Iteration 34Q: 3 clusters Score -171514.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171525.625000 Penalty: 3787.110840
	Iteration 35Q: 3 clusters Score -171525.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171538.453125 Penalty: 3787.110840
	Iteration 36Q: 3 clusters Score -171538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -171550.203125 Penalty: 3787.110840
	Iteration 37Q: 3 clusters Score -171550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171559.468750 Penalty: 3787.110840
	Iteration 38Q: 3 clusters Score -171559.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -171575.140625 Penalty: 3787.110840
	Iteration 39Q: 3 clusters Score -171575.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -171586.984375 Penalty: 3787.110840
	Iteration 40F: 3 clusters Score -171587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -171598.625000 Penalty: 3787.110840
	Iteration 41Q: 3 clusters Score -171598.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171610.453125 Penalty: 3787.110840
	Iteration 42Q: 3 clusters Score -171610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171616.125000 Penalty: 3787.110840
	Iteration 43Q: 3 clusters Score -171616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171621.890625 Penalty: 3787.110840
	Iteration 44Q: 3 clusters Score -171621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171627.546875 Penalty: 3787.110840
	Iteration 45Q: 3 clusters Score -171627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -171632.781250 Penalty: 3787.110840
	Iteration 46Q: 3 clusters Score -171632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171638.359375 Penalty: 3787.110840
	Iteration 47Q: 3 clusters Score -171638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -171644.187500 Penalty: 3787.110840
	Iteration 48Q: 3 clusters Score -171644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171648.703125 Penalty: 3787.110840
	Iteration 49Q: 3 clusters Score -171648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -171650.203125 Penalty: 3787.110840
	Iteration 50Q: 3 clusters Score -171650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171651.171875 Penalty: 3787.110840
	Iteration 51Q: 3 clusters Score -171651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -171651.906250 Penalty: 3787.110840
	Iteration 52Q: 3 clusters Score -171651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171652.906250 Penalty: 3787.110840
	Iteration 53Q: 3 clusters Score -171652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -171654.250000 Penalty: 3787.110840
	Iteration 54Q: 3 clusters Score -171654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171655.156250 Penalty: 3787.110840
	Iteration 55Q: 3 clusters Score -171655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171657.140625 Penalty: 3787.110840
	Iteration 56Q: 3 clusters Score -171657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171659.203125 Penalty: 3787.110840
	Iteration 57Q: 3 clusters Score -171659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171661.546875 Penalty: 3787.110840
	Iteration 58Q: 3 clusters Score -171661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171663.312500 Penalty: 3787.110840
	Iteration 59Q: 3 clusters Score -171663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171664.406250 Penalty: 3787.110840
	Iteration 60F: 3 clusters Score -171664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1338824.875000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -1338825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1327990.375000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -1327990 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1331612.625000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -1331613 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1332142.625000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -1332143 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1332566.000000 Penalty: 4768.082031
	Iteration 3F: 3 clusters Score -1332566 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1333030.750000 Penalty: 4768.082031
	Iteration 4F: 3 clusters Score -1333031 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1333536.000000 Penalty: 4768.082031
	Iteration 5F: 3 clusters Score -1333536 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1334090.500000 Penalty: 4768.082031
	Iteration 6F: 3 clusters Score -1334090 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1334702.375000 Penalty: 4768.082031
	Iteration 7F: 3 clusters Score -1334702 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1335428.750000 Penalty: 4768.082031
	Iteration 8F: 3 clusters Score -1335429 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1336050.500000 Penalty: 4768.082031
	Iteration 9F: 3 clusters Score -1336050 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1336492.625000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -1336493 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1336780.000000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -1336780 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1336974.750000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -1336975 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1337099.625000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -1337100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1337181.625000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -1337182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1337242.250000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -1337242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1337291.000000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -1337291 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1337338.875000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -1337339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1337374.125000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -1337374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1337396.250000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -1337396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1337431.375000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -1337431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1337456.250000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -1337456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1337477.750000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -1337478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1337501.250000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -1337501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1337518.625000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -1337519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1337531.625000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -1337532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1337536.750000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -1337537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1337546.875000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -1337547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1337554.500000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -1337554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1337557.000000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -1337557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1337560.875000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -1337561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1337568.000000 Penalty: 4768.082031
	Iteration 31Q: 3 clusters Score -1337568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1337570.750000 Penalty: 4768.082031
	Iteration 32Q: 3 clusters Score -1337571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1337583.625000 Penalty: 4768.082031
	Iteration 33Q: 3 clusters Score -1337584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1337588.875000 Penalty: 4768.082031
	Iteration 34Q: 3 clusters Score -1337589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1337593.000000 Penalty: 4768.082031
	Iteration 35Q: 3 clusters Score -1337593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1337595.125000 Penalty: 4768.082031
	Iteration 36Q: 3 clusters Score -1337595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1337604.875000 Penalty: 4768.082031
	Iteration 37Q: 3 clusters Score -1337605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1337609.375000 Penalty: 4768.082031
	Iteration 38Q: 3 clusters Score -1337609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1337611.750000 Penalty: 4768.082031
	Iteration 39Q: 3 clusters Score -1337612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1337615.250000 Penalty: 4768.082031
	Iteration 40F: 3 clusters Score -1337615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1337618.000000 Penalty: 4768.082031
	Iteration 41Q: 3 clusters Score -1337618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1337618.000000 Penalty: 4768.082031
	Iteration 42Q: 3 clusters Score -1337618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1337617.875000 Penalty: 4768.082031
	Iteration 43Q: 3 clusters Score -1337618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1337619.125000 Penalty: 4768.082031
	Iteration 44Q: 3 clusters Score -1337619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1337622.875000 Penalty: 4768.082031
	Iteration 45Q: 3 clusters Score -1337623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1337623.875000 Penalty: 4768.082031
	Iteration 46Q: 3 clusters Score -1337624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1337624.750000 Penalty: 4768.082031
	Iteration 47Q: 3 clusters Score -1337625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1337622.500000 Penalty: 4768.082031
	Iteration 48Q: 3 clusters Score -1337622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1337622.500000 Penalty: 4768.082031
	Iteration 49F: 3 clusters Score -1337622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (151344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Entering Unmasked Estep 
Score: -13604941.000000 Penalty: 2957.973145
	Iteration 0F: 2 clusters Score -1.360494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -13503534.000000 Penalty: 5915.946289
	Iteration 0F: 3 clusters Score -1.350353e+07 nChanged 72298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -13545336.000000 Penalty: 5915.946289
	Iteration 1F: 3 clusters Score -1.354534e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -13546513.000000 Penalty: 5915.946289
	Iteration 2Q: 3 clusters Score -1.354651e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -13548114.000000 Penalty: 5915.946289
	Iteration 3Q: 3 clusters Score -1.354811e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -13550352.000000 Penalty: 5915.946289
	Iteration 4Q: 3 clusters Score -1.355035e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -13554105.000000 Penalty: 5915.946289
	Iteration 5F: 3 clusters Score -1.35541e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 104242 members 
Entering Unmasked Estep 
Score: -13560202.000000 Penalty: 5915.946289
	Iteration 6F: 3 clusters Score -1.35602e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -13569188.000000 Penalty: 5915.946289
	Iteration 7F: 3 clusters Score -1.356919e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 128337 members 
Entering Unmasked Estep 
Score: -13580671.000000 Penalty: 5915.946289
	Iteration 8F: 3 clusters Score -1.358067e+07 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -13591007.000000 Penalty: 5915.946289
	Iteration 9F: 3 clusters Score -1.359101e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -13597779.000000 Penalty: 5915.946289
	Iteration 10Q: 3 clusters Score -1.359778e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 149395 members 
Entering Unmasked Estep 
Score: -13600826.000000 Penalty: 5915.946289
	Iteration 11Q: 3 clusters Score -1.360083e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 150456 members 
Entering Unmasked Estep 
Score: -13601747.000000 Penalty: 5915.946289
	Iteration 12Q: 3 clusters Score -1.360175e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -13602037.000000 Penalty: 5915.946289
	Iteration 13Q: 3 clusters Score -1.360204e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -13602160.000000 Penalty: 5915.946289
	Iteration 14Q: 3 clusters Score -1.360216e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -13602238.000000 Penalty: 5915.946289
	Iteration 15Q: 3 clusters Score -1.360224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -13602268.000000 Penalty: 5915.946289
	Iteration 16Q: 3 clusters Score -1.360227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -13602296.000000 Penalty: 5915.946289
	Iteration 17Q: 3 clusters Score -1.36023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -13602292.000000 Penalty: 5915.946289
	Iteration 18Q: 3 clusters Score -1.360229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -13602316.000000 Penalty: 5915.946289
	Iteration 19Q: 3 clusters Score -1.360232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -13602322.000000 Penalty: 5915.946289
	Iteration 20F: 3 clusters Score -1.360232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -13602333.000000 Penalty: 5915.946289
	Iteration 21Q: 3 clusters Score -1.360233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 151014 members 
Entering Unmasked Estep 
Score: -13602338.000000 Penalty: 5915.946289
	Iteration 22Q: 3 clusters Score -1.360234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 151014 members 
Entering Unmasked Estep 
Score: -13602338.000000 Penalty: 5915.946289
	Iteration 23F: 3 clusters Score -1.360234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Entering Unmasked Estep 
Score: -213156.671875 Penalty: 1950.852051
	Iteration 0F: 2 clusters Score -213156.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -210151.656250 Penalty: 3901.704102
	Iteration 0F: 3 clusters Score -210151.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -210753.875000 Penalty: 3901.704102
	Iteration 1F: 3 clusters Score -210753.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -210887.156250 Penalty: 3901.704102
	Iteration 2F: 3 clusters Score -210887.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -210942.453125 Penalty: 3901.704102
	Iteration 3Q: 3 clusters Score -210942.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -210984.375000 Penalty: 3901.704102
	Iteration 4Q: 3 clusters Score -210984.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -211017.093750 Penalty: 3901.704102
	Iteration 5Q: 3 clusters Score -211017.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -211050.343750 Penalty: 3901.704102
	Iteration 6Q: 3 clusters Score -211050.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -211077.671875 Penalty: 3901.704102
	Iteration 7Q: 3 clusters Score -211077.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -211104.390625 Penalty: 3901.704102
	Iteration 8Q: 3 clusters Score -211104.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -211135.140625 Penalty: 3901.704102
	Iteration 9Q: 3 clusters Score -211135.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -211165.281250 Penalty: 3901.704102
	Iteration 10Q: 3 clusters Score -211165.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -211196.109375 Penalty: 3901.704102
	Iteration 11Q: 3 clusters Score -211196.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -211222.281250 Penalty: 3901.704102
	Iteration 12Q: 3 clusters Score -211222.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -211239.796875 Penalty: 3901.704102
	Iteration 13Q: 3 clusters Score -211239.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -211264.890625 Penalty: 3901.704102
	Iteration 14Q: 3 clusters Score -211264.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -211292.171875 Penalty: 3901.704102
	Iteration 15Q: 3 clusters Score -211292.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -211325.171875 Penalty: 3901.704102
	Iteration 16Q: 3 clusters Score -211325.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -211367.531250 Penalty: 3901.704102
	Iteration 17Q: 3 clusters Score -211367.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -211410.468750 Penalty: 3901.704102
	Iteration 18Q: 3 clusters Score -211410.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -211449.578125 Penalty: 3901.704102
	Iteration 19Q: 3 clusters Score -211449.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -211484.750000 Penalty: 3901.704102
	Iteration 20F: 3 clusters Score -211484.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -211516.453125 Penalty: 3901.704102
	Iteration 21Q: 3 clusters Score -211516.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -211547.062500 Penalty: 3901.704102
	Iteration 22Q: 3 clusters Score -211547.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -211573.171875 Penalty: 3901.704102
	Iteration 23Q: 3 clusters Score -211573.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -211599.625000 Penalty: 3901.704102
	Iteration 24Q: 3 clusters Score -211599.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -211615.265625 Penalty: 3901.704102
	Iteration 25Q: 3 clusters Score -211615.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -211630.421875 Penalty: 3901.704102
	Iteration 26Q: 3 clusters Score -211630.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -211640.828125 Penalty: 3901.704102
	Iteration 27Q: 3 clusters Score -211640.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -211653.734375 Penalty: 3901.704102
	Iteration 28Q: 3 clusters Score -211653.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -211667.437500 Penalty: 3901.704102
	Iteration 29Q: 3 clusters Score -211667.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -211681.750000 Penalty: 3901.704102
	Iteration 30Q: 3 clusters Score -211681.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -211697.500000 Penalty: 3901.704102
	Iteration 31Q: 3 clusters Score -211697.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -211713.531250 Penalty: 3901.704102
	Iteration 32Q: 3 clusters Score -211713.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -211728.812500 Penalty: 3901.704102
	Iteration 33Q: 3 clusters Score -211728.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -211743.187500 Penalty: 3901.704102
	Iteration 34Q: 3 clusters Score -211743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -211756.375000 Penalty: 3901.704102
	Iteration 35Q: 3 clusters Score -211756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -211770.000000 Penalty: 3901.704102
	Iteration 36Q: 3 clusters Score -211770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -211780.671875 Penalty: 3901.704102
	Iteration 37Q: 3 clusters Score -211780.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -211792.265625 Penalty: 3901.704102
	Iteration 38Q: 3 clusters Score -211792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -211801.453125 Penalty: 3901.704102
	Iteration 39Q: 3 clusters Score -211801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -211803.484375 Penalty: 3901.704102
	Iteration 40F: 3 clusters Score -211803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -211806.437500 Penalty: 3901.704102
	Iteration 41Q: 3 clusters Score -211806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -211810.593750 Penalty: 3901.704102
	Iteration 42Q: 3 clusters Score -211810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -211815.203125 Penalty: 3901.704102
	Iteration 43Q: 3 clusters Score -211815.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -211820.328125 Penalty: 3901.704102
	Iteration 44Q: 3 clusters Score -211820.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -211824.828125 Penalty: 3901.704102
	Iteration 45Q: 3 clusters Score -211824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -211828.453125 Penalty: 3901.704102
	Iteration 46Q: 3 clusters Score -211828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -211832.328125 Penalty: 3901.704102
	Iteration 47Q: 3 clusters Score -211832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -211834.906250 Penalty: 3901.704102
	Iteration 48Q: 3 clusters Score -211834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -211836.812500 Penalty: 3901.704102
	Iteration 49Q: 3 clusters Score -211836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -211838.046875 Penalty: 3901.704102
	Iteration 50Q: 3 clusters Score -211838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -211839.593750 Penalty: 3901.704102
	Iteration 51Q: 3 clusters Score -211839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -211840.593750 Penalty: 3901.704102
	Iteration 52Q: 3 clusters Score -211840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -211840.750000 Penalty: 3901.704102
	Iteration 53Q: 3 clusters Score -211840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -211841.078125 Penalty: 3901.704102
	Iteration 54Q: 3 clusters Score -211841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -211841.968750 Penalty: 3901.704102
	Iteration 55Q: 3 clusters Score -211842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -211844.312500 Penalty: 3901.704102
	Iteration 56Q: 3 clusters Score -211844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -211846.781250 Penalty: 3901.704102
	Iteration 57Q: 3 clusters Score -211846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -211848.343750 Penalty: 3901.704102
	Iteration 58Q: 3 clusters Score -211848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -211851.921875 Penalty: 3901.704102
	Iteration 59Q: 3 clusters Score -211851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -211857.328125 Penalty: 3901.704102
	Iteration 60F: 3 clusters Score -211857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -211862.578125 Penalty: 3901.704102
	Iteration 61Q: 3 clusters Score -211862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -211867.156250 Penalty: 3901.704102
	Iteration 62Q: 3 clusters Score -211867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -211872.937500 Penalty: 3901.704102
	Iteration 63Q: 3 clusters Score -211872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -211876.703125 Penalty: 3901.704102
	Iteration 64Q: 3 clusters Score -211876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -211877.406250 Penalty: 3901.704102
	Iteration 65Q: 3 clusters Score -211877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -211877.765625 Penalty: 3901.704102
	Iteration 66Q: 3 clusters Score -211877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -211877.906250 Penalty: 3901.704102
	Iteration 67Q: 3 clusters Score -211877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -211877.906250 Penalty: 3901.704102
	Iteration 68F: 3 clusters Score -211877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -219940.453125 Penalty: 1958.806030
	Iteration 0F: 2 clusters Score -219940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -216868.296875 Penalty: 3917.612061
	Iteration 0F: 3 clusters Score -216868.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -217475.859375 Penalty: 3917.612061
	Iteration 1F: 3 clusters Score -217475.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -217769.062500 Penalty: 3917.612061
	Iteration 2F: 3 clusters Score -217769.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -217994.593750 Penalty: 3917.612061
	Iteration 3F: 3 clusters Score -217994.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -218247.500000 Penalty: 3917.612061
	Iteration 4F: 3 clusters Score -218247.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -218553.265625 Penalty: 3917.612061
	Iteration 5F: 3 clusters Score -218553.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -218890.015625 Penalty: 3917.612061
	Iteration 6F: 3 clusters Score -218890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -219172.703125 Penalty: 3917.612061
	Iteration 7F: 3 clusters Score -219172.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -219341.312500 Penalty: 3917.612061
	Iteration 8Q: 3 clusters Score -219341.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -219442.281250 Penalty: 3917.612061
	Iteration 9Q: 3 clusters Score -219442.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -219487.906250 Penalty: 3917.612061
	Iteration 10Q: 3 clusters Score -219487.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -219513.765625 Penalty: 3917.612061
	Iteration 11Q: 3 clusters Score -219513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -219532.796875 Penalty: 3917.612061
	Iteration 12Q: 3 clusters Score -219532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -219539.250000 Penalty: 3917.612061
	Iteration 13Q: 3 clusters Score -219539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -219544.000000 Penalty: 3917.612061
	Iteration 14Q: 3 clusters Score -219544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -219549.968750 Penalty: 3917.612061
	Iteration 15Q: 3 clusters Score -219550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -219552.984375 Penalty: 3917.612061
	Iteration 16Q: 3 clusters Score -219553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -219555.875000 Penalty: 3917.612061
	Iteration 17Q: 3 clusters Score -219555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -219557.125000 Penalty: 3917.612061
	Iteration 18Q: 3 clusters Score -219557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -219557.125000 Penalty: 3917.612061
	Iteration 19F: 3 clusters Score -219557.1 nChanged 0
25->35 Clusters: Score -146479296.000000, best is -146513648.000000

Main iterations: 1802 (time per=33595.436494ms)
Total iterations: 78006 (time per=776.081027ms)
Iterations metric 2: 7685201723392.000000 (time per=7.877344ns)
Iterations metric 3: 230553861226496.000000 (time per=262.580623ps)

That took 60538.976562 seconds.
